warning: commands will be executed using /bin/sh
job 2278 at Thu Jun  5 02:37:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse21-140530/YutaMouse21-140530/YutaMouse21-140530
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111111111111111111111100000
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 3652333 data points of dimension 48.
meanDims = 48
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1217444 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 63805 members 
Mstep: Class 3 contains 64114 members 
Mstep: Class 4 contains 63651 members 
Mstep: Class 5 contains 64218 members 
Mstep: Class 6 contains 64008 members 
Mstep: Class 7 contains 64318 members 
Mstep: Class 8 contains 63874 members 
Mstep: Class 9 contains 64145 members 
Mstep: Class 10 contains 64040 members 
Mstep: Class 11 contains 64265 members 
Mstep: Class 12 contains 63962 members 
Mstep: Class 13 contains 64169 members 
Mstep: Class 14 contains 63813 members 
Mstep: Class 15 contains 63886 members 
Mstep: Class 16 contains 64732 members 
Mstep: Class 17 contains 63989 members 
Mstep: Class 18 contains 64127 members 
Mstep: Class 19 contains 63993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3586.797607 but Gain 8582.500000
Score: -266123264.000000 Penalty: 154485.218750
Iteration 0F: 19 clusters Score -2.661233e+08 nChanged 1145782
Entering Unmasked Mstep 
Mstep: Class 0 contains 931 members 
Mstep: Class 2 contains 56667 members 
Mstep: Class 3 contains 127584 members 
Mstep: Class 4 contains 59634 members 
Mstep: Class 5 contains 57154 members 
Mstep: Class 6 contains 125320 members 
Mstep: Class 7 contains 66069 members 
Mstep: Class 8 contains 53759 members 
Mstep: Class 9 contains 74680 members 
Mstep: Class 10 contains 64272 members 
Mstep: Class 11 contains 42446 members 
Mstep: Class 12 contains 124669 members 
Mstep: Class 13 contains 56675 members 
Mstep: Class 14 contains 59726 members 
Mstep: Class 15 contains 29881 members 
Mstep: Class 16 contains 59344 members 
Mstep: Class 17 contains 82575 members 
Mstep: Class 18 contains 32357 members 
Mstep: Class 19 contains 43701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -268692192.000000 Penalty: 154485.218750
Iteration 1F: 19 clusters Score -2.686922e+08 nChanged 497851
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 70647 members 
Mstep: Class 3 contains 131780 members 
Mstep: Class 4 contains 53307 members 
Mstep: Class 5 contains 34705 members 
Mstep: Class 6 contains 139846 members 
Mstep: Class 7 contains 83732 members 
Mstep: Class 8 contains 51148 members 
Mstep: Class 9 contains 55774 members 
Mstep: Class 10 contains 46193 members 
Mstep: Class 11 contains 20405 members 
Mstep: Class 12 contains 207209 members 
Mstep: Class 13 contains 24464 members 
Mstep: Class 14 contains 53278 members 
Mstep: Class 15 contains 18760 members 
Mstep: Class 16 contains 61299 members 
Mstep: Class 17 contains 113953 members 
Mstep: Class 18 contains 24970 members 
Mstep: Class 19 contains 25918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -269748224.000000 Penalty: 154485.218750
Iteration 2F: 19 clusters Score -2.697482e+08 nChanged 414800
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 60641 members 
Mstep: Class 3 contains 112544 members 
Mstep: Class 4 contains 41180 members 
Mstep: Class 5 contains 29667 members 
Mstep: Class 6 contains 127131 members 
Mstep: Class 7 contains 98859 members 
Mstep: Class 8 contains 37427 members 
Mstep: Class 9 contains 70454 members 
Mstep: Class 10 contains 40154 members 
Mstep: Class 11 contains 11510 members 
Mstep: Class 12 contains 207806 members 
Mstep: Class 13 contains 8153 members 
Mstep: Class 14 contains 47143 members 
Mstep: Class 15 contains 9792 members 
Mstep: Class 16 contains 68117 members 
Mstep: Class 17 contains 182650 members 
Mstep: Class 18 contains 37905 members 
Mstep: Class 19 contains 26268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 7155.081055 but Gain 8582.515625
Score: -270578528.000000 Penalty: 145902.703125
Iteration 3F: 18 clusters Score -2.705785e+08 nChanged 358763
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 42396 members 
Mstep: Class 3 contains 84675 members 
Mstep: Class 4 contains 31504 members 
Mstep: Class 5 contains 29730 members 
Mstep: Class 6 contains 92924 members 
Mstep: Class 7 contains 116513 members 
Mstep: Class 8 contains 21342 members 
Mstep: Class 9 contains 106959 members 
Mstep: Class 10 contains 35828 members 
Mstep: Class 11 contains 5448 members 
Mstep: Class 12 contains 182925 members 
Mstep: Class 13 contains 3508 members 
Mstep: Class 14 contains 46280 members 
Mstep: Class 16 contains 75501 members 
Mstep: Class 17 contains 249265 members 
Mstep: Class 18 contains 56142 members 
Mstep: Class 19 contains 36467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271105888.000000 Penalty: 145902.703125
Iteration 4F: 18 clusters Score -2.711059e+08 nChanged 248785
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 34188 members 
Mstep: Class 3 contains 63737 members 
Mstep: Class 4 contains 31256 members 
Mstep: Class 5 contains 27166 members 
Mstep: Class 6 contains 66255 members 
Mstep: Class 7 contains 132359 members 
Mstep: Class 8 contains 13649 members 
Mstep: Class 9 contains 147932 members 
Mstep: Class 10 contains 27893 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 173292 members 
Mstep: Class 13 contains 2214 members 
Mstep: Class 14 contains 45842 members 
Mstep: Class 16 contains 79726 members 
Mstep: Class 17 contains 256457 members 
Mstep: Class 18 contains 68645 members 
Mstep: Class 19 contains 44747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271435328.000000 Penalty: 145902.703125
Iteration 5F: 18 clusters Score -2.714353e+08 nChanged 169994
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 29919 members 
Mstep: Class 3 contains 55127 members 
Mstep: Class 4 contains 37498 members 
Mstep: Class 5 contains 26568 members 
Mstep: Class 6 contains 51267 members 
Mstep: Class 7 contains 141721 members 
Mstep: Class 8 contains 11068 members 
Mstep: Class 9 contains 180740 members 
Mstep: Class 10 contains 21273 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 165263 members 
Mstep: Class 13 contains 1815 members 
Mstep: Class 14 contains 44603 members 
Mstep: Class 16 contains 82963 members 
Mstep: Class 17 contains 247019 members 
Mstep: Class 18 contains 76408 members 
Mstep: Class 19 contains 42742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271618016.000000 Penalty: 145902.703125
Iteration 6F: 18 clusters Score -2.71618e+08 nChanged 121690
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 26243 members 
Mstep: Class 3 contains 56786 members 
Mstep: Class 4 contains 47041 members 
Mstep: Class 5 contains 30446 members 
Mstep: Class 6 contains 44959 members 
Mstep: Class 7 contains 145616 members 
Mstep: Class 8 contains 9993 members 
Mstep: Class 9 contains 191192 members 
Mstep: Class 10 contains 17956 members 
Mstep: Class 11 contains 1308 members 
Mstep: Class 12 contains 161359 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 14 contains 42561 members 
Mstep: Class 16 contains 85454 members 
Mstep: Class 17 contains 235128 members 
Mstep: Class 18 contains 79926 members 
Mstep: Class 19 contains 39772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271735616.000000 Penalty: 145902.703125
Iteration 7F: 18 clusters Score -2.717356e+08 nChanged 93005
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25301 members 
Mstep: Class 3 contains 63283 members 
Mstep: Class 4 contains 57367 members 
Mstep: Class 5 contains 34486 members 
Mstep: Class 6 contains 43721 members 
Mstep: Class 7 contains 146808 members 
Mstep: Class 8 contains 9170 members 
Mstep: Class 9 contains 192390 members 
Mstep: Class 10 contains 16232 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 156741 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 40508 members 
Mstep: Class 16 contains 86465 members 
Mstep: Class 17 contains 222893 members 
Mstep: Class 18 contains 80653 members 
Mstep: Class 19 contains 38470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271826912.000000 Penalty: 145902.703125
Iteration 8F: 18 clusters Score -2.718269e+08 nChanged 77652
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 24363 members 
Mstep: Class 3 contains 71971 members 
Mstep: Class 4 contains 66032 members 
Mstep: Class 5 contains 38463 members 
Mstep: Class 6 contains 45179 members 
Mstep: Class 7 contains 147279 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 190984 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 1208 members 
Mstep: Class 12 contains 150891 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 38806 members 
Mstep: Class 16 contains 86059 members 
Mstep: Class 17 contains 212313 members 
Mstep: Class 18 contains 80570 members 
Mstep: Class 19 contains 37476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271901312.000000 Penalty: 145902.703125
Iteration 9F: 18 clusters Score -2.719013e+08 nChanged 68359
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 23169 members 
Mstep: Class 3 contains 81014 members 
Mstep: Class 4 contains 72086 members 
Mstep: Class 5 contains 42791 members 
Mstep: Class 6 contains 48516 members 
Mstep: Class 7 contains 148051 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 188677 members 
Mstep: Class 10 contains 15591 members 
Mstep: Class 11 contains 1197 members 
Mstep: Class 12 contains 144449 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 37327 members 
Mstep: Class 16 contains 84558 members 
Mstep: Class 17 contains 203145 members 
Mstep: Class 18 contains 80470 members 
Mstep: Class 19 contains 36463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271957760.000000 Penalty: 145902.703125
Iteration 10F: 18 clusters Score -2.719578e+08 nChanged 59714
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 22030 members 
Mstep: Class 3 contains 89197 members 
Mstep: Class 4 contains 76026 members 
Mstep: Class 5 contains 47240 members 
Mstep: Class 6 contains 52868 members 
Mstep: Class 7 contains 149666 members 
Mstep: Class 8 contains 7594 members 
Mstep: Class 9 contains 186481 members 
Mstep: Class 10 contains 16211 members 
Mstep: Class 11 contains 1193 members 
Mstep: Class 12 contains 138200 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 36165 members 
Mstep: Class 16 contains 82331 members 
Mstep: Class 17 contains 194358 members 
Mstep: Class 18 contains 80030 members 
Mstep: Class 19 contains 35762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272003296.000000 Penalty: 145902.703125
Iteration 11Q: 18 clusters Score -2.720033e+08 nChanged 51519
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 21101 members 
Mstep: Class 3 contains 95975 members 
Mstep: Class 4 contains 78747 members 
Mstep: Class 5 contains 51413 members 
Mstep: Class 6 contains 57420 members 
Mstep: Class 7 contains 151541 members 
Mstep: Class 8 contains 7424 members 
Mstep: Class 9 contains 184595 members 
Mstep: Class 10 contains 17354 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 132727 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 35241 members 
Mstep: Class 16 contains 79730 members 
Mstep: Class 17 contains 186324 members 
Mstep: Class 18 contains 79263 members 
Mstep: Class 19 contains 35295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272040544.000000 Penalty: 145902.703125
Iteration 12Q: 18 clusters Score -2.720405e+08 nChanged 44688
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20292 members 
Mstep: Class 3 contains 101350 members 
Mstep: Class 4 contains 80847 members 
Mstep: Class 5 contains 55372 members 
Mstep: Class 6 contains 61641 members 
Mstep: Class 7 contains 153346 members 
Mstep: Class 8 contains 7440 members 
Mstep: Class 9 contains 182592 members 
Mstep: Class 10 contains 19119 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 128076 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 34549 members 
Mstep: Class 16 contains 76979 members 
Mstep: Class 17 contains 179188 members 
Mstep: Class 18 contains 78464 members 
Mstep: Class 19 contains 34899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272071680.000000 Penalty: 145902.703125
Iteration 13Q: 18 clusters Score -2.720717e+08 nChanged 39562
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19656 members 
Mstep: Class 3 contains 105729 members 
Mstep: Class 4 contains 82638 members 
Mstep: Class 5 contains 59031 members 
Mstep: Class 6 contains 65237 members 
Mstep: Class 7 contains 154979 members 
Mstep: Class 8 contains 7513 members 
Mstep: Class 9 contains 180478 members 
Mstep: Class 10 contains 21334 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 124025 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 34045 members 
Mstep: Class 16 contains 74287 members 
Mstep: Class 17 contains 172890 members 
Mstep: Class 18 contains 77682 members 
Mstep: Class 19 contains 34632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272097120.000000 Penalty: 145902.703125
Iteration 14Q: 18 clusters Score -2.720971e+08 nChanged 35301
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19362 members 
Mstep: Class 3 contains 109389 members 
Mstep: Class 4 contains 84327 members 
Mstep: Class 5 contains 62203 members 
Mstep: Class 6 contains 68234 members 
Mstep: Class 7 contains 156134 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 178281 members 
Mstep: Class 10 contains 23935 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 120598 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 33684 members 
Mstep: Class 16 contains 71709 members 
Mstep: Class 17 contains 167227 members 
Mstep: Class 18 contains 76824 members 
Mstep: Class 19 contains 34582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272119072.000000 Penalty: 145902.703125
Iteration 15Q: 18 clusters Score -2.721191e+08 nChanged 31529
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19231 members 
Mstep: Class 3 contains 112446 members 
Mstep: Class 4 contains 86003 members 
Mstep: Class 5 contains 65039 members 
Mstep: Class 6 contains 70749 members 
Mstep: Class 7 contains 156951 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 176067 members 
Mstep: Class 10 contains 26740 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 117749 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 33447 members 
Mstep: Class 16 contains 69143 members 
Mstep: Class 17 contains 162125 members 
Mstep: Class 18 contains 76063 members 
Mstep: Class 19 contains 34601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272140608.000000 Penalty: 145902.703125
Iteration 16Q: 18 clusters Score -2.721406e+08 nChanged 28543
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19237 members 
Mstep: Class 3 contains 115015 members 
Mstep: Class 4 contains 87765 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 72860 members 
Mstep: Class 7 contains 157413 members 
Mstep: Class 8 contains 7910 members 
Mstep: Class 9 contains 174007 members 
Mstep: Class 10 contains 29394 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 115468 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 33258 members 
Mstep: Class 16 contains 66845 members 
Mstep: Class 17 contains 157305 members 
Mstep: Class 18 contains 75434 members 
Mstep: Class 19 contains 34572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272154688.000000 Penalty: 145902.703125
Iteration 17Q: 18 clusters Score -2.721547e+08 nChanged 25713
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19257 members 
Mstep: Class 3 contains 117128 members 
Mstep: Class 4 contains 89547 members 
Mstep: Class 5 contains 70033 members 
Mstep: Class 6 contains 74583 members 
Mstep: Class 7 contains 157574 members 
Mstep: Class 8 contains 7955 members 
Mstep: Class 9 contains 172123 members 
Mstep: Class 10 contains 31780 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 113738 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 33213 members 
Mstep: Class 16 contains 64791 members 
Mstep: Class 17 contains 152780 members 
Mstep: Class 18 contains 74993 members 
Mstep: Class 19 contains 34667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272164288.000000 Penalty: 145902.703125
Iteration 18Q: 18 clusters Score -2.721643e+08 nChanged 23444
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19297 members 
Mstep: Class 3 contains 118686 members 
Mstep: Class 4 contains 91394 members 
Mstep: Class 5 contains 72076 members 
Mstep: Class 6 contains 75849 members 
Mstep: Class 7 contains 157537 members 
Mstep: Class 8 contains 7987 members 
Mstep: Class 9 contains 170560 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 112352 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 33343 members 
Mstep: Class 16 contains 62867 members 
Mstep: Class 17 contains 148468 members 
Mstep: Class 18 contains 74755 members 
Mstep: Class 19 contains 35022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272174496.000000 Penalty: 145902.703125
Iteration 19Q: 18 clusters Score -2.721745e+08 nChanged 21541
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 19340 members 
Mstep: Class 3 contains 119759 members 
Mstep: Class 4 contains 93422 members 
Mstep: Class 5 contains 73907 members 
Mstep: Class 6 contains 76816 members 
Mstep: Class 7 contains 157326 members 
Mstep: Class 8 contains 7941 members 
Mstep: Class 9 contains 169195 members 
Mstep: Class 10 contains 35839 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 111373 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 33574 members 
Mstep: Class 16 contains 61148 members 
Mstep: Class 17 contains 144209 members 
Mstep: Class 18 contains 74726 members 
Mstep: Class 19 contains 35589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272183232.000000 Penalty: 145902.703125
Iteration 20F: 18 clusters Score -2.721832e+08 nChanged 21865
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19375 members 
Mstep: Class 3 contains 120301 members 
Mstep: Class 4 contains 96643 members 
Mstep: Class 5 contains 75548 members 
Mstep: Class 6 contains 77364 members 
Mstep: Class 7 contains 156983 members 
Mstep: Class 8 contains 7875 members 
Mstep: Class 9 contains 167933 members 
Mstep: Class 10 contains 38145 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 110709 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 33728 members 
Mstep: Class 16 contains 59316 members 
Mstep: Class 17 contains 139371 members 
Mstep: Class 18 contains 74627 members 
Mstep: Class 19 contains 36250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272195392.000000 Penalty: 145902.703125
Iteration 21Q: 18 clusters Score -2.721954e+08 nChanged 21666
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19435 members 
Mstep: Class 3 contains 120511 members 
Mstep: Class 4 contains 100513 members 
Mstep: Class 5 contains 77030 members 
Mstep: Class 6 contains 77328 members 
Mstep: Class 7 contains 156638 members 
Mstep: Class 8 contains 7769 members 
Mstep: Class 9 contains 166882 members 
Mstep: Class 10 contains 40098 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 110217 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 33843 members 
Mstep: Class 16 contains 57713 members 
Mstep: Class 17 contains 134486 members 
Mstep: Class 18 contains 74667 members 
Mstep: Class 19 contains 37041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272206976.000000 Penalty: 145902.703125
Iteration 22Q: 18 clusters Score -2.72207e+08 nChanged 21201
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19541 members 
Mstep: Class 3 contains 120443 members 
Mstep: Class 4 contains 105004 members 
Mstep: Class 5 contains 78414 members 
Mstep: Class 6 contains 76666 members 
Mstep: Class 7 contains 156167 members 
Mstep: Class 8 contains 7573 members 
Mstep: Class 9 contains 165879 members 
Mstep: Class 10 contains 41751 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 109948 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 33983 members 
Mstep: Class 16 contains 56320 members 
Mstep: Class 17 contains 129930 members 
Mstep: Class 18 contains 74730 members 
Mstep: Class 19 contains 37828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272220992.000000 Penalty: 145902.703125
Iteration 23Q: 18 clusters Score -2.72221e+08 nChanged 21241
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19646 members 
Mstep: Class 3 contains 120233 members 
Mstep: Class 4 contains 109730 members 
Mstep: Class 5 contains 79655 members 
Mstep: Class 6 contains 75234 members 
Mstep: Class 7 contains 155642 members 
Mstep: Class 8 contains 7399 members 
Mstep: Class 9 contains 165105 members 
Mstep: Class 10 contains 43056 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 109726 members 
Mstep: Class 13 contains 2065 members 
Mstep: Class 14 contains 34137 members 
Mstep: Class 16 contains 55029 members 
Mstep: Class 17 contains 126313 members 
Mstep: Class 18 contains 74700 members 
Mstep: Class 19 contains 38570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272235296.000000 Penalty: 145902.703125
Iteration 24Q: 18 clusters Score -2.722353e+08 nChanged 21253
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19724 members 
Mstep: Class 3 contains 119924 members 
Mstep: Class 4 contains 114335 members 
Mstep: Class 5 contains 80863 members 
Mstep: Class 6 contains 73000 members 
Mstep: Class 7 contains 155082 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 164487 members 
Mstep: Class 10 contains 44202 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 109540 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 34240 members 
Mstep: Class 16 contains 53847 members 
Mstep: Class 17 contains 123833 members 
Mstep: Class 18 contains 74714 members 
Mstep: Class 19 contains 39177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272249696.000000 Penalty: 145902.703125
Iteration 25Q: 18 clusters Score -2.722497e+08 nChanged 20976
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19837 members 
Mstep: Class 3 contains 119601 members 
Mstep: Class 4 contains 118185 members 
Mstep: Class 5 contains 82082 members 
Mstep: Class 6 contains 69970 members 
Mstep: Class 7 contains 154400 members 
Mstep: Class 8 contains 7074 members 
Mstep: Class 9 contains 163757 members 
Mstep: Class 10 contains 45462 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 109296 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 34387 members 
Mstep: Class 16 contains 52807 members 
Mstep: Class 17 contains 123080 members 
Mstep: Class 18 contains 74549 members 
Mstep: Class 19 contains 39689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272262144.000000 Penalty: 145902.703125
Iteration 26Q: 18 clusters Score -2.722621e+08 nChanged 19778
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 19984 members 
Mstep: Class 3 contains 119081 members 
Mstep: Class 4 contains 120961 members 
Mstep: Class 5 contains 83290 members 
Mstep: Class 6 contains 66507 members 
Mstep: Class 7 contains 153572 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 162939 members 
Mstep: Class 10 contains 46922 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 109039 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 34643 members 
Mstep: Class 16 contains 51896 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 74351 members 
Mstep: Class 19 contains 40159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272270144.000000 Penalty: 145902.703125
Iteration 27Q: 18 clusters Score -2.722701e+08 nChanged 17035
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20107 members 
Mstep: Class 3 contains 118703 members 
Mstep: Class 4 contains 122699 members 
Mstep: Class 5 contains 84455 members 
Mstep: Class 6 contains 63048 members 
Mstep: Class 7 contains 152669 members 
Mstep: Class 8 contains 6999 members 
Mstep: Class 9 contains 161973 members 
Mstep: Class 10 contains 48396 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 108795 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 34880 members 
Mstep: Class 16 contains 51138 members 
Mstep: Class 17 contains 125542 members 
Mstep: Class 18 contains 74214 members 
Mstep: Class 19 contains 40558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272276128.000000 Penalty: 145902.703125
Iteration 28Q: 18 clusters Score -2.722761e+08 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20231 members 
Mstep: Class 3 contains 118255 members 
Mstep: Class 4 contains 123728 members 
Mstep: Class 5 contains 85498 members 
Mstep: Class 6 contains 59795 members 
Mstep: Class 7 contains 151702 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 161181 members 
Mstep: Class 10 contains 49800 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 108534 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 35178 members 
Mstep: Class 16 contains 50521 members 
Mstep: Class 17 contains 127763 members 
Mstep: Class 18 contains 74175 members 
Mstep: Class 19 contains 40793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272279936.000000 Penalty: 145902.703125
Iteration 29Q: 18 clusters Score -2.722799e+08 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20349 members 
Mstep: Class 3 contains 117930 members 
Mstep: Class 4 contains 124423 members 
Mstep: Class 5 contains 86469 members 
Mstep: Class 6 contains 56908 members 
Mstep: Class 7 contains 150681 members 
Mstep: Class 8 contains 7075 members 
Mstep: Class 9 contains 160470 members 
Mstep: Class 10 contains 51097 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 108285 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 35414 members 
Mstep: Class 16 contains 50079 members 
Mstep: Class 17 contains 129975 members 
Mstep: Class 18 contains 74146 members 
Mstep: Class 19 contains 40871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272283584.000000 Penalty: 145902.703125
Iteration 30Q: 18 clusters Score -2.722836e+08 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20444 members 
Mstep: Class 3 contains 117630 members 
Mstep: Class 4 contains 124908 members 
Mstep: Class 5 contains 87368 members 
Mstep: Class 6 contains 54256 members 
Mstep: Class 7 contains 149671 members 
Mstep: Class 8 contains 7148 members 
Mstep: Class 9 contains 159865 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 108021 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 35659 members 
Mstep: Class 16 contains 49672 members 
Mstep: Class 17 contains 132164 members 
Mstep: Class 18 contains 74124 members 
Mstep: Class 19 contains 40871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272286304.000000 Penalty: 145902.703125
Iteration 31Q: 18 clusters Score -2.722863e+08 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20533 members 
Mstep: Class 3 contains 117372 members 
Mstep: Class 4 contains 125263 members 
Mstep: Class 5 contains 88250 members 
Mstep: Class 6 contains 51715 members 
Mstep: Class 7 contains 148722 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 159345 members 
Mstep: Class 10 contains 53530 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 107694 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 35849 members 
Mstep: Class 16 contains 49337 members 
Mstep: Class 17 contains 134431 members 
Mstep: Class 18 contains 74131 members 
Mstep: Class 19 contains 40754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272289472.000000 Penalty: 145902.703125
Iteration 32Q: 18 clusters Score -2.722895e+08 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20624 members 
Mstep: Class 3 contains 117154 members 
Mstep: Class 4 contains 125502 members 
Mstep: Class 5 contains 89061 members 
Mstep: Class 6 contains 49379 members 
Mstep: Class 7 contains 147865 members 
Mstep: Class 8 contains 7307 members 
Mstep: Class 9 contains 158887 members 
Mstep: Class 10 contains 54539 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 107321 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 36115 members 
Mstep: Class 16 contains 49015 members 
Mstep: Class 17 contains 136561 members 
Mstep: Class 18 contains 74177 members 
Mstep: Class 19 contains 40661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272292096.000000 Penalty: 145902.703125
Iteration 33Q: 18 clusters Score -2.722921e+08 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20683 members 
Mstep: Class 3 contains 117001 members 
Mstep: Class 4 contains 125647 members 
Mstep: Class 5 contains 89753 members 
Mstep: Class 6 contains 47190 members 
Mstep: Class 7 contains 147081 members 
Mstep: Class 8 contains 7360 members 
Mstep: Class 9 contains 158521 members 
Mstep: Class 10 contains 55469 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 106962 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 36286 members 
Mstep: Class 16 contains 48749 members 
Mstep: Class 17 contains 138607 members 
Mstep: Class 18 contains 74241 members 
Mstep: Class 19 contains 40619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272292320.000000 Penalty: 145902.703125
Iteration 34Q: 18 clusters Score -2.722923e+08 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20721 members 
Mstep: Class 3 contains 116918 members 
Mstep: Class 4 contains 125783 members 
Mstep: Class 5 contains 90362 members 
Mstep: Class 6 contains 45120 members 
Mstep: Class 7 contains 146332 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 158205 members 
Mstep: Class 10 contains 56321 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 106642 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 36372 members 
Mstep: Class 16 contains 48555 members 
Mstep: Class 17 contains 140546 members 
Mstep: Class 18 contains 74328 members 
Mstep: Class 19 contains 40565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272292672.000000 Penalty: 145902.703125
Iteration 35Q: 18 clusters Score -2.722927e+08 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20793 members 
Mstep: Class 3 contains 116870 members 
Mstep: Class 4 contains 125877 members 
Mstep: Class 5 contains 90968 members 
Mstep: Class 6 contains 43247 members 
Mstep: Class 7 contains 145666 members 
Mstep: Class 8 contains 7410 members 
Mstep: Class 9 contains 157911 members 
Mstep: Class 10 contains 57135 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 36390 members 
Mstep: Class 16 contains 48387 members 
Mstep: Class 17 contains 142359 members 
Mstep: Class 18 contains 74388 members 
Mstep: Class 19 contains 40480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272294080.000000 Penalty: 145902.703125
Iteration 36Q: 18 clusters Score -2.722941e+08 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20864 members 
Mstep: Class 3 contains 116840 members 
Mstep: Class 4 contains 125963 members 
Mstep: Class 5 contains 91501 members 
Mstep: Class 6 contains 41576 members 
Mstep: Class 7 contains 145082 members 
Mstep: Class 8 contains 7441 members 
Mstep: Class 9 contains 157680 members 
Mstep: Class 10 contains 57858 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 105943 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 36360 members 
Mstep: Class 16 contains 48259 members 
Mstep: Class 17 contains 143977 members 
Mstep: Class 18 contains 74465 members 
Mstep: Class 19 contains 40362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272294528.000000 Penalty: 145902.703125
Iteration 37Q: 18 clusters Score -2.722945e+08 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20908 members 
Mstep: Class 3 contains 116838 members 
Mstep: Class 4 contains 126048 members 
Mstep: Class 5 contains 91957 members 
Mstep: Class 6 contains 40104 members 
Mstep: Class 7 contains 144590 members 
Mstep: Class 8 contains 7483 members 
Mstep: Class 9 contains 157489 members 
Mstep: Class 10 contains 58468 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 105581 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 36306 members 
Mstep: Class 16 contains 48132 members 
Mstep: Class 17 contains 145403 members 
Mstep: Class 18 contains 74573 members 
Mstep: Class 19 contains 40292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272294912.000000 Penalty: 145902.703125
Iteration 38Q: 18 clusters Score -2.722949e+08 nChanged 5045
Entering ConstructFrom: 
Score: -272294912.000000 Penalty: 145902.703125
Entering ConstructFrom: 
Trying to split cluster 2 (20948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Entering Unmasked Estep 
Score: -4574207.500000 Penalty: 6094.251465
	Iteration 0F: 2 clusters Score -4574208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4557107.000000 Penalty: 12188.502930
	Iteration 0F: 3 clusters Score -4557107 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -4562096.500000 Penalty: 12188.502930
	Iteration 1F: 3 clusters Score -4562096 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -4563478.500000 Penalty: 12188.502930
	Iteration 2F: 3 clusters Score -4563478 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -4565070.500000 Penalty: 12188.502930
	Iteration 3F: 3 clusters Score -4565070 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -4566790.500000 Penalty: 12188.502930
	Iteration 4F: 3 clusters Score -4566790 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4568324.500000 Penalty: 12188.502930
	Iteration 5F: 3 clusters Score -4568324 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -4569517.000000 Penalty: 12188.502930
	Iteration 6F: 3 clusters Score -4569517 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -4570472.000000 Penalty: 12188.502930
	Iteration 7F: 3 clusters Score -4570472 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -4571211.000000 Penalty: 12188.502930
	Iteration 8Q: 3 clusters Score -4571211 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4571798.000000 Penalty: 12188.502930
	Iteration 9Q: 3 clusters Score -4571798 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -4572256.000000 Penalty: 12188.502930
	Iteration 10Q: 3 clusters Score -4572256 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -4572661.500000 Penalty: 12188.502930
	Iteration 11Q: 3 clusters Score -4572662 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -4573049.000000 Penalty: 12188.502930
	Iteration 12Q: 3 clusters Score -4573049 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -4573458.500000 Penalty: 12188.502930
	Iteration 13Q: 3 clusters Score -4573458 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4573816.000000 Penalty: 12188.502930
	Iteration 14Q: 3 clusters Score -4573816 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -4574153.500000 Penalty: 12188.502930
	Iteration 15Q: 3 clusters Score -4574154 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -4574428.000000 Penalty: 12188.502930
	Iteration 16Q: 3 clusters Score -4574428 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4574586.000000 Penalty: 12188.502930
	Iteration 17Q: 3 clusters Score -4574586 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -4574710.000000 Penalty: 12188.502930
	Iteration 18Q: 3 clusters Score -4574710 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -4574767.500000 Penalty: 12188.502930
	Iteration 19Q: 3 clusters Score -4574768 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -4574823.000000 Penalty: 12188.502930
	Iteration 20F: 3 clusters Score -4574823 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4574854.000000 Penalty: 12188.502930
	Iteration 21Q: 3 clusters Score -4574854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -4574874.500000 Penalty: 12188.502930
	Iteration 22Q: 3 clusters Score -4574874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4574893.000000 Penalty: 12188.502930
	Iteration 23Q: 3 clusters Score -4574893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -4574902.000000 Penalty: 12188.502930
	Iteration 24Q: 3 clusters Score -4574902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4574909.000000 Penalty: 12188.502930
	Iteration 25Q: 3 clusters Score -4574909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -4574905.000000 Penalty: 12188.502930
	Iteration 26Q: 3 clusters Score -4574905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -4574910.000000 Penalty: 12188.502930
	Iteration 27Q: 3 clusters Score -4574910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -4574924.500000 Penalty: 12188.502930
	Iteration 28Q: 3 clusters Score -4574924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -4574925.000000 Penalty: 12188.502930
	Iteration 29Q: 3 clusters Score -4574925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -4574928.500000 Penalty: 12188.502930
	Iteration 30Q: 3 clusters Score -4574928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -4574929.500000 Penalty: 12188.502930
	Iteration 31Q: 3 clusters Score -4574930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -4574942.000000 Penalty: 12188.502930
	Iteration 32Q: 3 clusters Score -4574942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4574940.500000 Penalty: 12188.502930
	Iteration 33Q: 3 clusters Score -4574940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -4574951.500000 Penalty: 12188.502930
	Iteration 34Q: 3 clusters Score -4574952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4574951.500000 Penalty: 12188.502930
	Iteration 35Q: 3 clusters Score -4574952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -4574948.000000 Penalty: 12188.502930
	Iteration 36Q: 3 clusters Score -4574948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -4574955.000000 Penalty: 12188.502930
	Iteration 37Q: 3 clusters Score -4574955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4574960.000000 Penalty: 12188.502930
	Iteration 38Q: 3 clusters Score -4574960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4574954.500000 Penalty: 12188.502930
	Iteration 39Q: 3 clusters Score -4574954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4574958.500000 Penalty: 12188.502930
	Iteration 40F: 3 clusters Score -4574958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4574958.000000 Penalty: 12188.502930
	Iteration 41Q: 3 clusters Score -4574958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4574954.500000 Penalty: 12188.502930
	Iteration 42Q: 3 clusters Score -4574954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -4574958.000000 Penalty: 12188.502930
	Iteration 43Q: 3 clusters Score -4574958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -4574959.000000 Penalty: 12188.502930
	Iteration 44Q: 3 clusters Score -4574959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4574957.500000 Penalty: 12188.502930
	Iteration 45Q: 3 clusters Score -4574958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4574957.500000 Penalty: 12188.502930
	Iteration 46F: 3 clusters Score -4574958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 7542 members 
Mstep: Class 3 contains 116879 members 
Mstep: Class 4 contains 126128 members 
Mstep: Class 5 contains 92336 members 
Mstep: Class 6 contains 38860 members 
Mstep: Class 7 contains 144114 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 157363 members 
Mstep: Class 10 contains 59057 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 105201 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 36191 members 
Mstep: Class 16 contains 48091 members 
Mstep: Class 17 contains 146580 members 
Mstep: Class 18 contains 74727 members 
Mstep: Class 19 contains 40218 members 
Entering Unmasked Estep 
Score: -272293856.000000 Penalty: 154485.218750
Splitting cluster 2 changes total score from -272294912.000000 to -272293856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (116879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116879 members 
Entering Unmasked Estep 
Score: -26553854.000000 Penalty: 7147.198242
	Iteration 0F: 2 clusters Score -2.655385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -26475180.000000 Penalty: 14294.396484
	Iteration 0F: 3 clusters Score -2.647518e+07 nChanged 53751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -26505434.000000 Penalty: 14294.396484
	Iteration 1F: 3 clusters Score -2.650543e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -26507312.000000 Penalty: 14294.396484
	Iteration 2Q: 3 clusters Score -2.650731e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -26509450.000000 Penalty: 14294.396484
	Iteration 3Q: 3 clusters Score -2.650945e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -26512178.000000 Penalty: 14294.396484
	Iteration 4Q: 3 clusters Score -2.651218e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -26516582.000000 Penalty: 14294.396484
	Iteration 5F: 3 clusters Score -2.651658e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -26523236.000000 Penalty: 14294.396484
	Iteration 6F: 3 clusters Score -2.652324e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -26532132.000000 Penalty: 14294.396484
	Iteration 7F: 3 clusters Score -2.653213e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -26542022.000000 Penalty: 14294.396484
	Iteration 8F: 3 clusters Score -2.654202e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -26550604.000000 Penalty: 14294.396484
	Iteration 9F: 3 clusters Score -2.65506e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85036 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -26554842.000000 Penalty: 14294.396484
	Iteration 10Q: 3 clusters Score -2.655484e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -26556628.000000 Penalty: 14294.396484
	Iteration 11Q: 3 clusters Score -2.655663e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -26557396.000000 Penalty: 14294.396484
	Iteration 12Q: 3 clusters Score -2.65574e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -26557628.000000 Penalty: 14294.396484
	Iteration 13Q: 3 clusters Score -2.655763e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -26557800.000000 Penalty: 14294.396484
	Iteration 14Q: 3 clusters Score -2.65578e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -26557870.000000 Penalty: 14294.396484
	Iteration 15Q: 3 clusters Score -2.655787e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -26557910.000000 Penalty: 14294.396484
	Iteration 16Q: 3 clusters Score -2.655791e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -26557922.000000 Penalty: 14294.396484
	Iteration 17Q: 3 clusters Score -2.655792e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -26558016.000000 Penalty: 14294.396484
	Iteration 18Q: 3 clusters Score -2.655802e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -26558026.000000 Penalty: 14294.396484
	Iteration 19Q: 3 clusters Score -2.655803e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -26558032.000000 Penalty: 14294.396484
	Iteration 20F: 3 clusters Score -2.655803e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88712 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -26558050.000000 Penalty: 14294.396484
	Iteration 21Q: 3 clusters Score -2.655805e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -26558062.000000 Penalty: 14294.396484
	Iteration 22Q: 3 clusters Score -2.655806e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88869 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -26558054.000000 Penalty: 14294.396484
	Iteration 23Q: 3 clusters Score -2.655805e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -26558120.000000 Penalty: 14294.396484
	Iteration 24Q: 3 clusters Score -2.655812e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -26558148.000000 Penalty: 14294.396484
	Iteration 25Q: 3 clusters Score -2.655815e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -26558144.000000 Penalty: 14294.396484
	Iteration 26Q: 3 clusters Score -2.655814e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -26558126.000000 Penalty: 14294.396484
	Iteration 27Q: 3 clusters Score -2.655813e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89130 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -26558140.000000 Penalty: 14294.396484
	Iteration 28Q: 3 clusters Score -2.655814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -26558204.000000 Penalty: 14294.396484
	Iteration 29Q: 3 clusters Score -2.65582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -26558210.000000 Penalty: 14294.396484
	Iteration 30Q: 3 clusters Score -2.655821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -26558208.000000 Penalty: 14294.396484
	Iteration 31Q: 3 clusters Score -2.655821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -26558202.000000 Penalty: 14294.396484
	Iteration 32Q: 3 clusters Score -2.65582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -26558200.000000 Penalty: 14294.396484
	Iteration 33Q: 3 clusters Score -2.65582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -26558188.000000 Penalty: 14294.396484
	Iteration 34Q: 3 clusters Score -2.655819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -26558188.000000 Penalty: 14294.396484
	Iteration 35F: 3 clusters Score -2.655819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 89204 members 
Mstep: Class 4 contains 126128 members 
Mstep: Class 5 contains 92336 members 
Mstep: Class 6 contains 38860 members 
Mstep: Class 7 contains 144114 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 157363 members 
Mstep: Class 10 contains 59057 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 105201 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 36191 members 
Mstep: Class 16 contains 48091 members 
Mstep: Class 17 contains 146580 members 
Mstep: Class 18 contains 74727 members 
Mstep: Class 19 contains 40218 members 
Entering Unmasked Estep 
Score: -272299424.000000 Penalty: 154485.218750
Splitting cluster 3 changes total score from -272294912.000000 to -272299424.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (126128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126128 members 
Entering Unmasked Estep 
Score: -28607072.000000 Penalty: 7193.844727
	Iteration 0F: 2 clusters Score -2.860707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -28523470.000000 Penalty: 14387.689453
	Iteration 0F: 3 clusters Score -2.852347e+07 nChanged 58367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -28555734.000000 Penalty: 14387.689453
	Iteration 1F: 3 clusters Score -2.855573e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -28556860.000000 Penalty: 14387.689453
	Iteration 2Q: 3 clusters Score -2.855686e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -28557926.000000 Penalty: 14387.689453
	Iteration 3Q: 3 clusters Score -2.855793e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -28559332.000000 Penalty: 14387.689453
	Iteration 4Q: 3 clusters Score -2.855933e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -28560978.000000 Penalty: 14387.689453
	Iteration 5Q: 3 clusters Score -2.856098e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -28563362.000000 Penalty: 14387.689453
	Iteration 6Q: 3 clusters Score -2.856336e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -28566482.000000 Penalty: 14387.689453
	Iteration 7F: 3 clusters Score -2.856648e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -28570856.000000 Penalty: 14387.689453
	Iteration 8F: 3 clusters Score -2.857086e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -28575782.000000 Penalty: 14387.689453
	Iteration 9F: 3 clusters Score -2.857578e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -28580606.000000 Penalty: 14387.689453
	Iteration 10F: 3 clusters Score -2.858061e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -28584636.000000 Penalty: 14387.689453
	Iteration 11F: 3 clusters Score -2.858464e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -28587724.000000 Penalty: 14387.689453
	Iteration 12Q: 3 clusters Score -2.858772e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106205 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -28590444.000000 Penalty: 14387.689453
	Iteration 13Q: 3 clusters Score -2.859044e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -28593142.000000 Penalty: 14387.689453
	Iteration 14Q: 3 clusters Score -2.859314e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113413 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -28595418.000000 Penalty: 14387.689453
	Iteration 15Q: 3 clusters Score -2.859542e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116110 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -28597260.000000 Penalty: 14387.689453
	Iteration 16Q: 3 clusters Score -2.859726e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118191 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -28598624.000000 Penalty: 14387.689453
	Iteration 17Q: 3 clusters Score -2.859862e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119629 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -28599498.000000 Penalty: 14387.689453
	Iteration 18Q: 3 clusters Score -2.85995e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -28600044.000000 Penalty: 14387.689453
	Iteration 19Q: 3 clusters Score -2.860004e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121354 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -28600456.000000 Penalty: 14387.689453
	Iteration 20F: 3 clusters Score -2.860046e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121848 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -28600652.000000 Penalty: 14387.689453
	Iteration 21Q: 3 clusters Score -2.860065e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122236 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -28600922.000000 Penalty: 14387.689453
	Iteration 22Q: 3 clusters Score -2.860092e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122520 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -28601070.000000 Penalty: 14387.689453
	Iteration 23Q: 3 clusters Score -2.860107e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122711 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -28601216.000000 Penalty: 14387.689453
	Iteration 24Q: 3 clusters Score -2.860122e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122880 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -28601286.000000 Penalty: 14387.689453
	Iteration 25Q: 3 clusters Score -2.860129e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123020 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -28601334.000000 Penalty: 14387.689453
	Iteration 26Q: 3 clusters Score -2.860133e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123134 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -28601384.000000 Penalty: 14387.689453
	Iteration 27Q: 3 clusters Score -2.860138e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123244 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -28601406.000000 Penalty: 14387.689453
	Iteration 28Q: 3 clusters Score -2.860141e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123323 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -28601450.000000 Penalty: 14387.689453
	Iteration 29Q: 3 clusters Score -2.860145e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123389 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -28601498.000000 Penalty: 14387.689453
	Iteration 30Q: 3 clusters Score -2.86015e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -28601500.000000 Penalty: 14387.689453
	Iteration 31Q: 3 clusters Score -2.86015e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123496 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -28601532.000000 Penalty: 14387.689453
	Iteration 32Q: 3 clusters Score -2.860153e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123546 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -28601538.000000 Penalty: 14387.689453
	Iteration 33Q: 3 clusters Score -2.860154e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123587 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -28601566.000000 Penalty: 14387.689453
	Iteration 34Q: 3 clusters Score -2.860157e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123613 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -28601550.000000 Penalty: 14387.689453
	Iteration 35Q: 3 clusters Score -2.860155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123636 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -28601556.000000 Penalty: 14387.689453
	Iteration 36Q: 3 clusters Score -2.860156e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123653 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -28601554.000000 Penalty: 14387.689453
	Iteration 37Q: 3 clusters Score -2.860155e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123667 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -28601576.000000 Penalty: 14387.689453
	Iteration 38Q: 3 clusters Score -2.860158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123674 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -28601596.000000 Penalty: 14387.689453
	Iteration 39Q: 3 clusters Score -2.86016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123685 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -28601582.000000 Penalty: 14387.689453
	Iteration 40F: 3 clusters Score -2.860158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123694 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -28601578.000000 Penalty: 14387.689453
	Iteration 41Q: 3 clusters Score -2.860158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123702 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -28601568.000000 Penalty: 14387.689453
	Iteration 42Q: 3 clusters Score -2.860157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123709 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -28601544.000000 Penalty: 14387.689453
	Iteration 43Q: 3 clusters Score -2.860154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123718 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -28601586.000000 Penalty: 14387.689453
	Iteration 44Q: 3 clusters Score -2.860159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123723 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -28601610.000000 Penalty: 14387.689453
	Iteration 45Q: 3 clusters Score -2.860161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123729 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -28601616.000000 Penalty: 14387.689453
	Iteration 46Q: 3 clusters Score -2.860162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123740 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -28601628.000000 Penalty: 14387.689453
	Iteration 47Q: 3 clusters Score -2.860163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123745 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -28601608.000000 Penalty: 14387.689453
	Iteration 48Q: 3 clusters Score -2.860161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123749 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -28601632.000000 Penalty: 14387.689453
	Iteration 49Q: 3 clusters Score -2.860163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123754 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -28601624.000000 Penalty: 14387.689453
	Iteration 50Q: 3 clusters Score -2.860162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123761 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -28601614.000000 Penalty: 14387.689453
	Iteration 51Q: 3 clusters Score -2.860161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123766 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -28601616.000000 Penalty: 14387.689453
	Iteration 52Q: 3 clusters Score -2.860162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -28601638.000000 Penalty: 14387.689453
	Iteration 53Q: 3 clusters Score -2.860164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -28601638.000000 Penalty: 14387.689453
	Iteration 54F: 3 clusters Score -2.860164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Entering Unmasked Estep 
Score: -20903960.000000 Penalty: 7002.828613
	Iteration 0F: 2 clusters Score -2.090396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -20840958.000000 Penalty: 14005.657227
	Iteration 0F: 3 clusters Score -2.084096e+07 nChanged 42109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -20863886.000000 Penalty: 14005.657227
	Iteration 1F: 3 clusters Score -2.086389e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -20865342.000000 Penalty: 14005.657227
	Iteration 2Q: 3 clusters Score -2.086534e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -20868370.000000 Penalty: 14005.657227
	Iteration 3Q: 3 clusters Score -2.086837e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -20874888.000000 Penalty: 14005.657227
	Iteration 4F: 3 clusters Score -2.087489e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -20884916.000000 Penalty: 14005.657227
	Iteration 5F: 3 clusters Score -2.088492e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -20895748.000000 Penalty: 14005.657227
	Iteration 6F: 3 clusters Score -2.089575e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -20905012.000000 Penalty: 14005.657227
	Iteration 7F: 3 clusters Score -2.090501e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -20911076.000000 Penalty: 14005.657227
	Iteration 8F: 3 clusters Score -2.091108e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -20914476.000000 Penalty: 14005.657227
	Iteration 9Q: 3 clusters Score -2.091448e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -20916024.000000 Penalty: 14005.657227
	Iteration 10Q: 3 clusters Score -2.091602e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -20916960.000000 Penalty: 14005.657227
	Iteration 11Q: 3 clusters Score -2.091696e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -20917434.000000 Penalty: 14005.657227
	Iteration 12Q: 3 clusters Score -2.091743e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -20917638.000000 Penalty: 14005.657227
	Iteration 13Q: 3 clusters Score -2.091764e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -20917824.000000 Penalty: 14005.657227
	Iteration 14Q: 3 clusters Score -2.091782e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -20918016.000000 Penalty: 14005.657227
	Iteration 15Q: 3 clusters Score -2.091802e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -20918086.000000 Penalty: 14005.657227
	Iteration 16Q: 3 clusters Score -2.091809e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -20918148.000000 Penalty: 14005.657227
	Iteration 17Q: 3 clusters Score -2.091815e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -20918136.000000 Penalty: 14005.657227
	Iteration 18Q: 3 clusters Score -2.091814e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -20918152.000000 Penalty: 14005.657227
	Iteration 19Q: 3 clusters Score -2.091815e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 82550 members 
Entering Unmasked Estep 
Score: -20918176.000000 Penalty: 14005.657227
	Iteration 20F: 3 clusters Score -2.091818e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -20918216.000000 Penalty: 14005.657227
	Iteration 21Q: 3 clusters Score -2.091822e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -20918186.000000 Penalty: 14005.657227
	Iteration 22Q: 3 clusters Score -2.091819e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -20918182.000000 Penalty: 14005.657227
	Iteration 23Q: 3 clusters Score -2.091818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -20918184.000000 Penalty: 14005.657227
	Iteration 24Q: 3 clusters Score -2.091818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -20918202.000000 Penalty: 14005.657227
	Iteration 25Q: 3 clusters Score -2.09182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -20918212.000000 Penalty: 14005.657227
	Iteration 26Q: 3 clusters Score -2.091821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -20918212.000000 Penalty: 14005.657227
	Iteration 27Q: 3 clusters Score -2.091821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -20918208.000000 Penalty: 14005.657227
	Iteration 28Q: 3 clusters Score -2.091821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -20918226.000000 Penalty: 14005.657227
	Iteration 29Q: 3 clusters Score -2.091823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -20918210.000000 Penalty: 14005.657227
	Iteration 30Q: 3 clusters Score -2.091821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -20918212.000000 Penalty: 14005.657227
	Iteration 31Q: 3 clusters Score -2.091821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -20918232.000000 Penalty: 14005.657227
	Iteration 32Q: 3 clusters Score -2.091823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -20918234.000000 Penalty: 14005.657227
	Iteration 33Q: 3 clusters Score -2.091823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -20918250.000000 Penalty: 14005.657227
	Iteration 34Q: 3 clusters Score -2.091825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -20918236.000000 Penalty: 14005.657227
	Iteration 35Q: 3 clusters Score -2.091824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -20918228.000000 Penalty: 14005.657227
	Iteration 36Q: 3 clusters Score -2.091823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -20918220.000000 Penalty: 14005.657227
	Iteration 37Q: 3 clusters Score -2.091822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -20918216.000000 Penalty: 14005.657227
	Iteration 38Q: 3 clusters Score -2.091822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 82820 members 
Entering Unmasked Estep 
Score: -20918206.000000 Penalty: 14005.657227
	Iteration 39Q: 3 clusters Score -2.091821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -20918190.000000 Penalty: 14005.657227
	Iteration 40F: 3 clusters Score -2.091819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -20918210.000000 Penalty: 14005.657227
	Iteration 41Q: 3 clusters Score -2.091821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 82828 members 
Entering Unmasked Estep 
Score: -20918204.000000 Penalty: 14005.657227
	Iteration 42Q: 3 clusters Score -2.09182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -20918208.000000 Penalty: 14005.657227
	Iteration 43Q: 3 clusters Score -2.091821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 82835 members 
Entering Unmasked Estep 
Score: -20918210.000000 Penalty: 14005.657227
	Iteration 44Q: 3 clusters Score -2.091821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -20918204.000000 Penalty: 14005.657227
	Iteration 45Q: 3 clusters Score -2.09182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -20918196.000000 Penalty: 14005.657227
	Iteration 46Q: 3 clusters Score -2.09182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -20918202.000000 Penalty: 14005.657227
	Iteration 47Q: 3 clusters Score -2.09182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -20918208.000000 Penalty: 14005.657227
	Iteration 48Q: 3 clusters Score -2.091821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -20918208.000000 Penalty: 14005.657227
	Iteration 49F: 3 clusters Score -2.091821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 89204 members 
Mstep: Class 4 contains 126128 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 38860 members 
Mstep: Class 7 contains 144114 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 157363 members 
Mstep: Class 10 contains 59057 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 105201 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 36191 members 
Mstep: Class 15 contains 82840 members 
Mstep: Class 16 contains 48091 members 
Mstep: Class 17 contains 146580 members 
Mstep: Class 18 contains 74727 members 
Mstep: Class 19 contains 40218 members 
Entering Unmasked Estep 
Score: -272313408.000000 Penalty: 163067.718750
Splitting cluster 5 changes total score from -272294912.000000 to -272313408.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 6 (38860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Entering Unmasked Estep 
Score: -8875449.000000 Penalty: 6472.728516
	Iteration 0F: 2 clusters Score -8875449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -8846933.000000 Penalty: 12945.457031
	Iteration 0F: 3 clusters Score -8846933 nChanged 16771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -8855749.000000 Penalty: 12945.457031
	Iteration 1F: 3 clusters Score -8855749 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -8856598.000000 Penalty: 12945.457031
	Iteration 2F: 3 clusters Score -8856598 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -8857217.000000 Penalty: 12945.457031
	Iteration 3Q: 3 clusters Score -8857217 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -8857745.000000 Penalty: 12945.457031
	Iteration 4Q: 3 clusters Score -8857745 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -8858151.000000 Penalty: 12945.457031
	Iteration 5Q: 3 clusters Score -8858151 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -8858546.000000 Penalty: 12945.457031
	Iteration 6Q: 3 clusters Score -8858546 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -8858877.000000 Penalty: 12945.457031
	Iteration 7Q: 3 clusters Score -8858877 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -8859268.000000 Penalty: 12945.457031
	Iteration 8Q: 3 clusters Score -8859268 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -8859679.000000 Penalty: 12945.457031
	Iteration 9Q: 3 clusters Score -8859679 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -8860137.000000 Penalty: 12945.457031
	Iteration 10Q: 3 clusters Score -8860137 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -8860530.000000 Penalty: 12945.457031
	Iteration 11Q: 3 clusters Score -8860530 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -8861025.000000 Penalty: 12945.457031
	Iteration 12Q: 3 clusters Score -8861025 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -8861509.000000 Penalty: 12945.457031
	Iteration 13Q: 3 clusters Score -8861509 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -8862022.000000 Penalty: 12945.457031
	Iteration 14Q: 3 clusters Score -8862022 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -8862644.000000 Penalty: 12945.457031
	Iteration 15Q: 3 clusters Score -8862644 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -8863320.000000 Penalty: 12945.457031
	Iteration 16Q: 3 clusters Score -8863320 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -8863992.000000 Penalty: 12945.457031
	Iteration 17Q: 3 clusters Score -8863992 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8864768.000000 Penalty: 12945.457031
	Iteration 18Q: 3 clusters Score -8864768 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -8865525.000000 Penalty: 12945.457031
	Iteration 19Q: 3 clusters Score -8865525 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -8866409.000000 Penalty: 12945.457031
	Iteration 20F: 3 clusters Score -8866409 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -8867358.000000 Penalty: 12945.457031
	Iteration 21Q: 3 clusters Score -8867358 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -8868752.000000 Penalty: 12945.457031
	Iteration 22Q: 3 clusters Score -8868752 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -8869931.000000 Penalty: 12945.457031
	Iteration 23Q: 3 clusters Score -8869931 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -8870409.000000 Penalty: 12945.457031
	Iteration 24Q: 3 clusters Score -8870409 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -8870681.000000 Penalty: 12945.457031
	Iteration 25Q: 3 clusters Score -8870681 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -8870859.000000 Penalty: 12945.457031
	Iteration 26Q: 3 clusters Score -8870859 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -8871010.000000 Penalty: 12945.457031
	Iteration 27Q: 3 clusters Score -8871010 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -8871167.000000 Penalty: 12945.457031
	Iteration 28Q: 3 clusters Score -8871167 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -8871343.000000 Penalty: 12945.457031
	Iteration 29Q: 3 clusters Score -8871343 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -8871463.000000 Penalty: 12945.457031
	Iteration 30Q: 3 clusters Score -8871463 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -8871605.000000 Penalty: 12945.457031
	Iteration 31Q: 3 clusters Score -8871605 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -8871822.000000 Penalty: 12945.457031
	Iteration 32Q: 3 clusters Score -8871822 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -8872021.000000 Penalty: 12945.457031
	Iteration 33Q: 3 clusters Score -8872021 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -8872282.000000 Penalty: 12945.457031
	Iteration 34Q: 3 clusters Score -8872282 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -8872539.000000 Penalty: 12945.457031
	Iteration 35Q: 3 clusters Score -8872539 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -8872819.000000 Penalty: 12945.457031
	Iteration 36Q: 3 clusters Score -8872819 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -8873132.000000 Penalty: 12945.457031
	Iteration 37Q: 3 clusters Score -8873132 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -8873422.000000 Penalty: 12945.457031
	Iteration 38Q: 3 clusters Score -8873422 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -8873676.000000 Penalty: 12945.457031
	Iteration 39Q: 3 clusters Score -8873676 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -8874030.000000 Penalty: 12945.457031
	Iteration 40F: 3 clusters Score -8874030 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -8874304.000000 Penalty: 12945.457031
	Iteration 41Q: 3 clusters Score -8874304 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -8874495.000000 Penalty: 12945.457031
	Iteration 42Q: 3 clusters Score -8874495 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -8874736.000000 Penalty: 12945.457031
	Iteration 43Q: 3 clusters Score -8874736 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -8874933.000000 Penalty: 12945.457031
	Iteration 44Q: 3 clusters Score -8874933 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -8875051.000000 Penalty: 12945.457031
	Iteration 45Q: 3 clusters Score -8875051 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -8875168.000000 Penalty: 12945.457031
	Iteration 46Q: 3 clusters Score -8875168 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -8875293.000000 Penalty: 12945.457031
	Iteration 47Q: 3 clusters Score -8875293 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -8875362.000000 Penalty: 12945.457031
	Iteration 48Q: 3 clusters Score -8875362 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -8875463.000000 Penalty: 12945.457031
	Iteration 49Q: 3 clusters Score -8875463 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -8875473.000000 Penalty: 12945.457031
	Iteration 50Q: 3 clusters Score -8875473 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -8875546.000000 Penalty: 12945.457031
	Iteration 51Q: 3 clusters Score -8875546 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -8875547.000000 Penalty: 12945.457031
	Iteration 52Q: 3 clusters Score -8875547 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -8875562.000000 Penalty: 12945.457031
	Iteration 53Q: 3 clusters Score -8875562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -8875587.000000 Penalty: 12945.457031
	Iteration 54Q: 3 clusters Score -8875587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -8875584.000000 Penalty: 12945.457031
	Iteration 55Q: 3 clusters Score -8875584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -8875621.000000 Penalty: 12945.457031
	Iteration 56Q: 3 clusters Score -8875621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -8875638.000000 Penalty: 12945.457031
	Iteration 57Q: 3 clusters Score -8875638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -8875636.000000 Penalty: 12945.457031
	Iteration 58Q: 3 clusters Score -8875636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -8875642.000000 Penalty: 12945.457031
	Iteration 59Q: 3 clusters Score -8875642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -8875649.000000 Penalty: 12945.457031
	Iteration 60F: 3 clusters Score -8875649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -8875651.000000 Penalty: 12945.457031
	Iteration 61Q: 3 clusters Score -8875651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -8875637.000000 Penalty: 12945.457031
	Iteration 62Q: 3 clusters Score -8875637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -8875659.000000 Penalty: 12945.457031
	Iteration 63Q: 3 clusters Score -8875659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -8875657.000000 Penalty: 12945.457031
	Iteration 64Q: 3 clusters Score -8875657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -8875661.000000 Penalty: 12945.457031
	Iteration 65Q: 3 clusters Score -8875661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -8875664.000000 Penalty: 12945.457031
	Iteration 66Q: 3 clusters Score -8875664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -8875673.000000 Penalty: 12945.457031
	Iteration 67Q: 3 clusters Score -8875673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -8875687.000000 Penalty: 12945.457031
	Iteration 68Q: 3 clusters Score -8875687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -8875690.000000 Penalty: 12945.457031
	Iteration 69Q: 3 clusters Score -8875690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -8875677.000000 Penalty: 12945.457031
	Iteration 70Q: 3 clusters Score -8875677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -8875681.000000 Penalty: 12945.457031
	Iteration 71Q: 3 clusters Score -8875681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -8875681.000000 Penalty: 12945.457031
	Iteration 72Q: 3 clusters Score -8875681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -8875681.000000 Penalty: 12945.457031
	Iteration 73F: 3 clusters Score -8875681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 89204 members 
Mstep: Class 4 contains 126128 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 21257 members 
Mstep: Class 7 contains 144114 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 157363 members 
Mstep: Class 10 contains 59057 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 105201 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 36191 members 
Mstep: Class 15 contains 82840 members 
Mstep: Class 16 contains 48091 members 
Mstep: Class 17 contains 146580 members 
Mstep: Class 18 contains 74727 members 
Mstep: Class 19 contains 40218 members 
Mstep: Class 20 contains 17603 members 
Entering Unmasked Estep 
Score: -272311904.000000 Penalty: 171650.234375
Splitting cluster 6 changes total score from -272294912.000000 to -272311904.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (144114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144114 members 
Entering Unmasked Estep 
Score: -32837134.000000 Penalty: 7275.495605
	Iteration 0F: 2 clusters Score -3.283713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -32750028.000000 Penalty: 14550.991211
	Iteration 0F: 3 clusters Score -3.275003e+07 nChanged 66903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -32788232.000000 Penalty: 14550.991211
	Iteration 1F: 3 clusters Score -3.278823e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -32790022.000000 Penalty: 14550.991211
	Iteration 2Q: 3 clusters Score -3.279002e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -32793030.000000 Penalty: 14550.991211
	Iteration 3Q: 3 clusters Score -3.279303e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -32797674.000000 Penalty: 14550.991211
	Iteration 4F: 3 clusters Score -3.279767e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -32803626.000000 Penalty: 14550.991211
	Iteration 5F: 3 clusters Score -3.280363e+07 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -32811136.000000 Penalty: 14550.991211
	Iteration 6F: 3 clusters Score -3.281114e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -32821018.000000 Penalty: 14550.991211
	Iteration 7F: 3 clusters Score -3.282102e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -32832156.000000 Penalty: 14550.991211
	Iteration 8F: 3 clusters Score -3.283216e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 90391 members 
Entering Unmasked Estep 
Score: -32841380.000000 Penalty: 14550.991211
	Iteration 9F: 3 clusters Score -3.284138e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -32846516.000000 Penalty: 14550.991211
	Iteration 10Q: 3 clusters Score -3.284652e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -32848608.000000 Penalty: 14550.991211
	Iteration 11Q: 3 clusters Score -3.284861e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -32849556.000000 Penalty: 14550.991211
	Iteration 12Q: 3 clusters Score -3.284956e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -32850020.000000 Penalty: 14550.991211
	Iteration 13Q: 3 clusters Score -3.285002e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -32850462.000000 Penalty: 14550.991211
	Iteration 14Q: 3 clusters Score -3.285046e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 97081 members 
Entering Unmasked Estep 
Score: -32850766.000000 Penalty: 14550.991211
	Iteration 15Q: 3 clusters Score -3.285077e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 98007 members 
Entering Unmasked Estep 
Score: -32851012.000000 Penalty: 14550.991211
	Iteration 16Q: 3 clusters Score -3.285101e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
Score: -32851210.000000 Penalty: 14550.991211
	Iteration 17Q: 3 clusters Score -3.285121e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 99725 members 
Entering Unmasked Estep 
Score: -32851390.000000 Penalty: 14550.991211
	Iteration 18Q: 3 clusters Score -3.285139e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -32851542.000000 Penalty: 14550.991211
	Iteration 19Q: 3 clusters Score -3.285154e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 101269 members 
Entering Unmasked Estep 
Score: -32851656.000000 Penalty: 14550.991211
	Iteration 20F: 3 clusters Score -3.285166e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -32851730.000000 Penalty: 14550.991211
	Iteration 21Q: 3 clusters Score -3.285173e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 102569 members 
Entering Unmasked Estep 
Score: -32851840.000000 Penalty: 14550.991211
	Iteration 22Q: 3 clusters Score -3.285184e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -32851942.000000 Penalty: 14550.991211
	Iteration 23Q: 3 clusters Score -3.285194e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -32851908.000000 Penalty: 14550.991211
	Iteration 24Q: 3 clusters Score -3.285191e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 104304 members 
Entering Unmasked Estep 
Score: -32851962.000000 Penalty: 14550.991211
	Iteration 25Q: 3 clusters Score -3.285196e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -32852116.000000 Penalty: 14550.991211
	Iteration 26Q: 3 clusters Score -3.285212e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 105263 members 
Entering Unmasked Estep 
Score: -32852106.000000 Penalty: 14550.991211
	Iteration 27Q: 3 clusters Score -3.285211e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -32852126.000000 Penalty: 14550.991211
	Iteration 28Q: 3 clusters Score -3.285213e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 106097 members 
Entering Unmasked Estep 
Score: -32852208.000000 Penalty: 14550.991211
	Iteration 29Q: 3 clusters Score -3.285221e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -32852212.000000 Penalty: 14550.991211
	Iteration 30Q: 3 clusters Score -3.285221e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 106760 members 
Entering Unmasked Estep 
Score: -32852252.000000 Penalty: 14550.991211
	Iteration 31Q: 3 clusters Score -3.285225e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -32852260.000000 Penalty: 14550.991211
	Iteration 32Q: 3 clusters Score -3.285226e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -32852232.000000 Penalty: 14550.991211
	Iteration 33Q: 3 clusters Score -3.285223e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 107496 members 
Entering Unmasked Estep 
Score: -32852208.000000 Penalty: 14550.991211
	Iteration 34Q: 3 clusters Score -3.285221e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -32852222.000000 Penalty: 14550.991211
	Iteration 35Q: 3 clusters Score -3.285222e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -32852204.000000 Penalty: 14550.991211
	Iteration 36Q: 3 clusters Score -3.28522e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 107937 members 
Entering Unmasked Estep 
Score: -32852244.000000 Penalty: 14550.991211
	Iteration 37Q: 3 clusters Score -3.285224e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 108069 members 
Entering Unmasked Estep 
Score: -32852262.000000 Penalty: 14550.991211
	Iteration 38Q: 3 clusters Score -3.285226e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 108192 members 
Entering Unmasked Estep 
Score: -32852238.000000 Penalty: 14550.991211
	Iteration 39Q: 3 clusters Score -3.285224e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 108303 members 
Entering Unmasked Estep 
Score: -32852256.000000 Penalty: 14550.991211
	Iteration 40F: 3 clusters Score -3.285226e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 108384 members 
Entering Unmasked Estep 
Score: -32852282.000000 Penalty: 14550.991211
	Iteration 41Q: 3 clusters Score -3.285228e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -32852332.000000 Penalty: 14550.991211
	Iteration 42Q: 3 clusters Score -3.285233e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 108527 members 
Entering Unmasked Estep 
Score: -32852310.000000 Penalty: 14550.991211
	Iteration 43Q: 3 clusters Score -3.285231e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 108600 members 
Entering Unmasked Estep 
Score: -32852362.000000 Penalty: 14550.991211
	Iteration 44Q: 3 clusters Score -3.285236e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -32852324.000000 Penalty: 14550.991211
	Iteration 45Q: 3 clusters Score -3.285232e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -32852344.000000 Penalty: 14550.991211
	Iteration 46Q: 3 clusters Score -3.285234e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 108756 members 
Entering Unmasked Estep 
Score: -32852330.000000 Penalty: 14550.991211
	Iteration 47Q: 3 clusters Score -3.285233e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 108801 members 
Entering Unmasked Estep 
Score: -32852308.000000 Penalty: 14550.991211
	Iteration 48Q: 3 clusters Score -3.285231e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -32852292.000000 Penalty: 14550.991211
	Iteration 49Q: 3 clusters Score -3.285229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -32852310.000000 Penalty: 14550.991211
	Iteration 50Q: 3 clusters Score -3.285231e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 108911 members 
Entering Unmasked Estep 
Score: -32852336.000000 Penalty: 14550.991211
	Iteration 51Q: 3 clusters Score -3.285234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 108943 members 
Entering Unmasked Estep 
Score: -32852324.000000 Penalty: 14550.991211
	Iteration 52Q: 3 clusters Score -3.285232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 108983 members 
Entering Unmasked Estep 
Score: -32852308.000000 Penalty: 14550.991211
	Iteration 53Q: 3 clusters Score -3.285231e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 109020 members 
Entering Unmasked Estep 
Score: -32852300.000000 Penalty: 14550.991211
	Iteration 54Q: 3 clusters Score -3.28523e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 109050 members 
Entering Unmasked Estep 
Score: -32852306.000000 Penalty: 14550.991211
	Iteration 55Q: 3 clusters Score -3.285231e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 109078 members 
Entering Unmasked Estep 
Score: -32852332.000000 Penalty: 14550.991211
	Iteration 56Q: 3 clusters Score -3.285233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 109094 members 
Entering Unmasked Estep 
Score: -32852324.000000 Penalty: 14550.991211
	Iteration 57Q: 3 clusters Score -3.285232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -32852324.000000 Penalty: 14550.991211
	Iteration 58Q: 3 clusters Score -3.285232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 109120 members 
Entering Unmasked Estep 
Score: -32852316.000000 Penalty: 14550.991211
	Iteration 59Q: 3 clusters Score -3.285232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 109126 members 
Entering Unmasked Estep 
Score: -32852306.000000 Penalty: 14550.991211
	Iteration 60F: 3 clusters Score -3.285231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 109137 members 
Entering Unmasked Estep 
Score: -32852324.000000 Penalty: 14550.991211
	Iteration 61Q: 3 clusters Score -3.285232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 109149 members 
Entering Unmasked Estep 
Score: -32852296.000000 Penalty: 14550.991211
	Iteration 62Q: 3 clusters Score -3.28523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 109165 members 
Entering Unmasked Estep 
Score: -32852314.000000 Penalty: 14550.991211
	Iteration 63Q: 3 clusters Score -3.285231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -32852334.000000 Penalty: 14550.991211
	Iteration 64Q: 3 clusters Score -3.285233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 109194 members 
Entering Unmasked Estep 
Score: -32852328.000000 Penalty: 14550.991211
	Iteration 65Q: 3 clusters Score -3.285233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 109215 members 
Entering Unmasked Estep 
Score: -32852306.000000 Penalty: 14550.991211
	Iteration 66Q: 3 clusters Score -3.285231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 109230 members 
Entering Unmasked Estep 
Score: -32852324.000000 Penalty: 14550.991211
	Iteration 67Q: 3 clusters Score -3.285232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 109247 members 
Entering Unmasked Estep 
Score: -32852350.000000 Penalty: 14550.991211
	Iteration 68Q: 3 clusters Score -3.285235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 109260 members 
Entering Unmasked Estep 
Score: -32852356.000000 Penalty: 14550.991211
	Iteration 69Q: 3 clusters Score -3.285236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -32852344.000000 Penalty: 14550.991211
	Iteration 70Q: 3 clusters Score -3.285234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 109279 members 
Entering Unmasked Estep 
Score: -32852358.000000 Penalty: 14550.991211
	Iteration 71Q: 3 clusters Score -3.285236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 109284 members 
Entering Unmasked Estep 
Score: -32852360.000000 Penalty: 14550.991211
	Iteration 72Q: 3 clusters Score -3.285236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -32852390.000000 Penalty: 14550.991211
	Iteration 73Q: 3 clusters Score -3.285239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -32852360.000000 Penalty: 14550.991211
	Iteration 74Q: 3 clusters Score -3.285236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 109306 members 
Entering Unmasked Estep 
Score: -32852370.000000 Penalty: 14550.991211
	Iteration 75Q: 3 clusters Score -3.285237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -32852366.000000 Penalty: 14550.991211
	Iteration 76Q: 3 clusters Score -3.285237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 109329 members 
Entering Unmasked Estep 
Score: -32852366.000000 Penalty: 14550.991211
	Iteration 77Q: 3 clusters Score -3.285237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 109336 members 
Entering Unmasked Estep 
Score: -32852354.000000 Penalty: 14550.991211
	Iteration 78Q: 3 clusters Score -3.285235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -32852358.000000 Penalty: 14550.991211
	Iteration 79Q: 3 clusters Score -3.285236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -32852378.000000 Penalty: 14550.991211
	Iteration 80F: 3 clusters Score -3.285238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 109348 members 
Entering Unmasked Estep 
Score: -32852364.000000 Penalty: 14550.991211
	Iteration 81Q: 3 clusters Score -3.285236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 109348 members 
Entering Unmasked Estep 
Score: -32852364.000000 Penalty: 14550.991211
	Iteration 82F: 3 clusters Score -3.285236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 89204 members 
Mstep: Class 4 contains 126128 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 21257 members 
Mstep: Class 7 contains 34766 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 157363 members 
Mstep: Class 10 contains 59057 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 105201 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 36191 members 
Mstep: Class 15 contains 82840 members 
Mstep: Class 16 contains 48091 members 
Mstep: Class 17 contains 146580 members 
Mstep: Class 18 contains 74727 members 
Mstep: Class 19 contains 40218 members 
Mstep: Class 20 contains 17603 members 
Mstep: Class 21 contains 109348 members 
Entering Unmasked Estep 
Score: -272327456.000000 Penalty: 180232.750000
Splitting cluster 7 changes total score from -272294912.000000 to -272327456.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (7477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Entering Unmasked Estep 
Score: -1675262.625000 Penalty: 5463.247070
	Iteration 0F: 2 clusters Score -1675263 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 3792 members 
Entering Unmasked Estep 
Score: -1666566.125000 Penalty: 10926.494141
	Iteration 0F: 3 clusters Score -1666566 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1668144.375000 Penalty: 10926.494141
	Iteration 1F: 3 clusters Score -1668144 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1668488.125000 Penalty: 10926.494141
	Iteration 2F: 3 clusters Score -1668488 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1668713.750000 Penalty: 10926.494141
	Iteration 3Q: 3 clusters Score -1668714 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1668867.875000 Penalty: 10926.494141
	Iteration 4Q: 3 clusters Score -1668868 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1668977.000000 Penalty: 10926.494141
	Iteration 5Q: 3 clusters Score -1668977 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1669050.875000 Penalty: 10926.494141
	Iteration 6Q: 3 clusters Score -1669051 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1669122.250000 Penalty: 10926.494141
	Iteration 7Q: 3 clusters Score -1669122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1669180.625000 Penalty: 10926.494141
	Iteration 8Q: 3 clusters Score -1669181 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1669229.125000 Penalty: 10926.494141
	Iteration 9Q: 3 clusters Score -1669229 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1669268.750000 Penalty: 10926.494141
	Iteration 10Q: 3 clusters Score -1669269 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1669308.125000 Penalty: 10926.494141
	Iteration 11Q: 3 clusters Score -1669308 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1669333.500000 Penalty: 10926.494141
	Iteration 12Q: 3 clusters Score -1669334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1669359.375000 Penalty: 10926.494141
	Iteration 13Q: 3 clusters Score -1669359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1669374.000000 Penalty: 10926.494141
	Iteration 14Q: 3 clusters Score -1669374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1669393.250000 Penalty: 10926.494141
	Iteration 15Q: 3 clusters Score -1669393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1669423.000000 Penalty: 10926.494141
	Iteration 16Q: 3 clusters Score -1669423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1669440.500000 Penalty: 10926.494141
	Iteration 17Q: 3 clusters Score -1669440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1669456.125000 Penalty: 10926.494141
	Iteration 18Q: 3 clusters Score -1669456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1669466.375000 Penalty: 10926.494141
	Iteration 19Q: 3 clusters Score -1669466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1669481.500000 Penalty: 10926.494141
	Iteration 20F: 3 clusters Score -1669482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1669503.000000 Penalty: 10926.494141
	Iteration 21Q: 3 clusters Score -1669503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1669519.125000 Penalty: 10926.494141
	Iteration 22Q: 3 clusters Score -1669519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1669533.750000 Penalty: 10926.494141
	Iteration 23Q: 3 clusters Score -1669534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1669551.250000 Penalty: 10926.494141
	Iteration 24Q: 3 clusters Score -1669551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1669557.000000 Penalty: 10926.494141
	Iteration 25Q: 3 clusters Score -1669557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1669574.875000 Penalty: 10926.494141
	Iteration 26Q: 3 clusters Score -1669575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1669593.875000 Penalty: 10926.494141
	Iteration 27Q: 3 clusters Score -1669594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1669614.750000 Penalty: 10926.494141
	Iteration 28Q: 3 clusters Score -1669615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1669627.250000 Penalty: 10926.494141
	Iteration 29Q: 3 clusters Score -1669627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1669636.625000 Penalty: 10926.494141
	Iteration 30Q: 3 clusters Score -1669637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1669650.250000 Penalty: 10926.494141
	Iteration 31Q: 3 clusters Score -1669650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1669654.500000 Penalty: 10926.494141
	Iteration 32Q: 3 clusters Score -1669654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1669668.500000 Penalty: 10926.494141
	Iteration 33Q: 3 clusters Score -1669668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1669669.875000 Penalty: 10926.494141
	Iteration 34Q: 3 clusters Score -1669670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1669688.250000 Penalty: 10926.494141
	Iteration 35Q: 3 clusters Score -1669688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1669700.500000 Penalty: 10926.494141
	Iteration 36Q: 3 clusters Score -1669700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1669709.125000 Penalty: 10926.494141
	Iteration 37Q: 3 clusters Score -1669709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1669725.000000 Penalty: 10926.494141
	Iteration 38Q: 3 clusters Score -1669725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1669732.625000 Penalty: 10926.494141
	Iteration 39Q: 3 clusters Score -1669733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1669747.125000 Penalty: 10926.494141
	Iteration 40F: 3 clusters Score -1669747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1669757.875000 Penalty: 10926.494141
	Iteration 41Q: 3 clusters Score -1669758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1669766.875000 Penalty: 10926.494141
	Iteration 42Q: 3 clusters Score -1669767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1669777.875000 Penalty: 10926.494141
	Iteration 43Q: 3 clusters Score -1669778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1669780.750000 Penalty: 10926.494141
	Iteration 44Q: 3 clusters Score -1669781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1669792.875000 Penalty: 10926.494141
	Iteration 45Q: 3 clusters Score -1669793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1669802.125000 Penalty: 10926.494141
	Iteration 46Q: 3 clusters Score -1669802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1669810.125000 Penalty: 10926.494141
	Iteration 47Q: 3 clusters Score -1669810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1669820.375000 Penalty: 10926.494141
	Iteration 48Q: 3 clusters Score -1669820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1669826.500000 Penalty: 10926.494141
	Iteration 49Q: 3 clusters Score -1669826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1669832.875000 Penalty: 10926.494141
	Iteration 50Q: 3 clusters Score -1669833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1669838.125000 Penalty: 10926.494141
	Iteration 51Q: 3 clusters Score -1669838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1669840.875000 Penalty: 10926.494141
	Iteration 52Q: 3 clusters Score -1669841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1669842.500000 Penalty: 10926.494141
	Iteration 53Q: 3 clusters Score -1669842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1669843.250000 Penalty: 10926.494141
	Iteration 54Q: 3 clusters Score -1669843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1669845.875000 Penalty: 10926.494141
	Iteration 55Q: 3 clusters Score -1669846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1669851.500000 Penalty: 10926.494141
	Iteration 56Q: 3 clusters Score -1669852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1669853.500000 Penalty: 10926.494141
	Iteration 57Q: 3 clusters Score -1669854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1669854.250000 Penalty: 10926.494141
	Iteration 58Q: 3 clusters Score -1669854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1669862.500000 Penalty: 10926.494141
	Iteration 59Q: 3 clusters Score -1669862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1669862.500000 Penalty: 10926.494141
	Iteration 60F: 3 clusters Score -1669862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1669868.375000 Penalty: 10926.494141
	Iteration 61Q: 3 clusters Score -1669868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1669881.250000 Penalty: 10926.494141
	Iteration 62Q: 3 clusters Score -1669881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1669892.500000 Penalty: 10926.494141
	Iteration 63Q: 3 clusters Score -1669892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1669908.500000 Penalty: 10926.494141
	Iteration 64Q: 3 clusters Score -1669908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1669924.875000 Penalty: 10926.494141
	Iteration 65Q: 3 clusters Score -1669925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1669944.000000 Penalty: 10926.494141
	Iteration 66Q: 3 clusters Score -1669944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1669965.750000 Penalty: 10926.494141
	Iteration 67Q: 3 clusters Score -1669966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1669997.875000 Penalty: 10926.494141
	Iteration 68Q: 3 clusters Score -1669998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1670018.500000 Penalty: 10926.494141
	Iteration 69Q: 3 clusters Score -1670018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1670040.000000 Penalty: 10926.494141
	Iteration 70Q: 3 clusters Score -1670040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1670075.750000 Penalty: 10926.494141
	Iteration 71Q: 3 clusters Score -1670076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1670102.125000 Penalty: 10926.494141
	Iteration 72Q: 3 clusters Score -1670102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1670120.875000 Penalty: 10926.494141
	Iteration 73Q: 3 clusters Score -1670121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1670140.250000 Penalty: 10926.494141
	Iteration 74Q: 3 clusters Score -1670140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1670162.500000 Penalty: 10926.494141
	Iteration 75Q: 3 clusters Score -1670162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1670192.250000 Penalty: 10926.494141
	Iteration 76Q: 3 clusters Score -1670192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1670231.125000 Penalty: 10926.494141
	Iteration 77Q: 3 clusters Score -1670231 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1670272.000000 Penalty: 10926.494141
	Iteration 78Q: 3 clusters Score -1670272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1670308.625000 Penalty: 10926.494141
	Iteration 79Q: 3 clusters Score -1670309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1670340.250000 Penalty: 10926.494141
	Iteration 80F: 3 clusters Score -1670340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1670379.375000 Penalty: 10926.494141
	Iteration 81Q: 3 clusters Score -1670379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1670419.375000 Penalty: 10926.494141
	Iteration 82Q: 3 clusters Score -1670419 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1670470.250000 Penalty: 10926.494141
	Iteration 83Q: 3 clusters Score -1670470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1670515.750000 Penalty: 10926.494141
	Iteration 84Q: 3 clusters Score -1670516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1670552.750000 Penalty: 10926.494141
	Iteration 85Q: 3 clusters Score -1670553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1670599.125000 Penalty: 10926.494141
	Iteration 86Q: 3 clusters Score -1670599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1670654.500000 Penalty: 10926.494141
	Iteration 87Q: 3 clusters Score -1670654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1670707.875000 Penalty: 10926.494141
	Iteration 88Q: 3 clusters Score -1670708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1670763.750000 Penalty: 10926.494141
	Iteration 89Q: 3 clusters Score -1670764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1670804.875000 Penalty: 10926.494141
	Iteration 90Q: 3 clusters Score -1670805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1670833.750000 Penalty: 10926.494141
	Iteration 91Q: 3 clusters Score -1670834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1670864.000000 Penalty: 10926.494141
	Iteration 92Q: 3 clusters Score -1670864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1670887.750000 Penalty: 10926.494141
	Iteration 93Q: 3 clusters Score -1670888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1670900.500000 Penalty: 10926.494141
	Iteration 94Q: 3 clusters Score -1670900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1670915.625000 Penalty: 10926.494141
	Iteration 95Q: 3 clusters Score -1670916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1670928.750000 Penalty: 10926.494141
	Iteration 96Q: 3 clusters Score -1670929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1670951.500000 Penalty: 10926.494141
	Iteration 97Q: 3 clusters Score -1670952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1670963.250000 Penalty: 10926.494141
	Iteration 98Q: 3 clusters Score -1670963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1670978.000000 Penalty: 10926.494141
	Iteration 99Q: 3 clusters Score -1670978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1670994.125000 Penalty: 10926.494141
	Iteration 100F: 3 clusters Score -1670994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1671015.875000 Penalty: 10926.494141
	Iteration 101Q: 3 clusters Score -1671016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1671037.500000 Penalty: 10926.494141
	Iteration 102Q: 3 clusters Score -1671038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1671055.875000 Penalty: 10926.494141
	Iteration 103Q: 3 clusters Score -1671056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1671080.375000 Penalty: 10926.494141
	Iteration 104Q: 3 clusters Score -1671080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1671086.250000 Penalty: 10926.494141
	Iteration 105Q: 3 clusters Score -1671086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1671100.500000 Penalty: 10926.494141
	Iteration 106Q: 3 clusters Score -1671100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1671103.500000 Penalty: 10926.494141
	Iteration 107Q: 3 clusters Score -1671104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1671104.875000 Penalty: 10926.494141
	Iteration 108Q: 3 clusters Score -1671105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1671112.000000 Penalty: 10926.494141
	Iteration 109Q: 3 clusters Score -1671112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1671113.125000 Penalty: 10926.494141
	Iteration 110Q: 3 clusters Score -1671113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1671112.250000 Penalty: 10926.494141
	Iteration 111Q: 3 clusters Score -1671112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1671112.625000 Penalty: 10926.494141
	Iteration 112Q: 3 clusters Score -1671113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1671112.500000 Penalty: 10926.494141
	Iteration 113Q: 3 clusters Score -1671112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1671112.500000 Penalty: 10926.494141
	Iteration 114F: 3 clusters Score -1671112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157363 members 
Entering Unmasked Estep 
Score: -36156536.000000 Penalty: 7329.365234
	Iteration 0F: 2 clusters Score -3.615654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -36065836.000000 Penalty: 14658.730469
	Iteration 0F: 3 clusters Score -3.606584e+07 nChanged 73243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -36107064.000000 Penalty: 14658.730469
	Iteration 1F: 3 clusters Score -3.610706e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 80765 members 
Entering Unmasked Estep 
Score: -36108588.000000 Penalty: 14658.730469
	Iteration 2Q: 3 clusters Score -3.610859e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -36109924.000000 Penalty: 14658.730469
	Iteration 3Q: 3 clusters Score -3.610992e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -36112092.000000 Penalty: 14658.730469
	Iteration 4Q: 3 clusters Score -3.611209e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -36114628.000000 Penalty: 14658.730469
	Iteration 5Q: 3 clusters Score -3.611463e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -36118108.000000 Penalty: 14658.730469
	Iteration 6Q: 3 clusters Score -3.611811e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 94672 members 
Entering Unmasked Estep 
Score: -36122660.000000 Penalty: 14658.730469
	Iteration 7F: 3 clusters Score -3.612266e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 101393 members 
Entering Unmasked Estep 
Score: -36127932.000000 Penalty: 14658.730469
	Iteration 8F: 3 clusters Score -3.612793e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 109498 members 
Entering Unmasked Estep 
Score: -36134360.000000 Penalty: 14658.730469
	Iteration 9F: 3 clusters Score -3.613436e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
Score: -36141592.000000 Penalty: 14658.730469
	Iteration 10F: 3 clusters Score -3.614159e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 126945 members 
Entering Unmasked Estep 
Score: -36147720.000000 Penalty: 14658.730469
	Iteration 11F: 3 clusters Score -3.614772e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 134095 members 
Entering Unmasked Estep 
Score: -36152796.000000 Penalty: 14658.730469
	Iteration 12Q: 3 clusters Score -3.61528e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 139004 members 
Entering Unmasked Estep 
Score: -36155824.000000 Penalty: 14658.730469
	Iteration 13Q: 3 clusters Score -3.615582e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 141892 members 
Entering Unmasked Estep 
Score: -36157272.000000 Penalty: 14658.730469
	Iteration 14Q: 3 clusters Score -3.615727e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 143686 members 
Entering Unmasked Estep 
Score: -36158224.000000 Penalty: 14658.730469
	Iteration 15Q: 3 clusters Score -3.615822e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 144891 members 
Entering Unmasked Estep 
Score: -36158732.000000 Penalty: 14658.730469
	Iteration 16Q: 3 clusters Score -3.615873e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 145821 members 
Entering Unmasked Estep 
Score: -36158932.000000 Penalty: 14658.730469
	Iteration 17Q: 3 clusters Score -3.615893e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 146504 members 
Entering Unmasked Estep 
Score: -36158972.000000 Penalty: 14658.730469
	Iteration 18Q: 3 clusters Score -3.615897e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 147081 members 
Entering Unmasked Estep 
Score: -36158988.000000 Penalty: 14658.730469
	Iteration 19Q: 3 clusters Score -3.615899e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 147545 members 
Entering Unmasked Estep 
Score: -36159140.000000 Penalty: 14658.730469
	Iteration 20F: 3 clusters Score -3.615914e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 147925 members 
Entering Unmasked Estep 
Score: -36159156.000000 Penalty: 14658.730469
	Iteration 21Q: 3 clusters Score -3.615916e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 148262 members 
Entering Unmasked Estep 
Score: -36159280.000000 Penalty: 14658.730469
	Iteration 22Q: 3 clusters Score -3.615928e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 148554 members 
Entering Unmasked Estep 
Score: -36159272.000000 Penalty: 14658.730469
	Iteration 23Q: 3 clusters Score -3.615927e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 148800 members 
Entering Unmasked Estep 
Score: -36159184.000000 Penalty: 14658.730469
	Iteration 24Q: 3 clusters Score -3.615918e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 149010 members 
Entering Unmasked Estep 
Score: -36159216.000000 Penalty: 14658.730469
	Iteration 25Q: 3 clusters Score -3.615922e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -36159264.000000 Penalty: 14658.730469
	Iteration 26Q: 3 clusters Score -3.615926e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 149373 members 
Entering Unmasked Estep 
Score: -36159320.000000 Penalty: 14658.730469
	Iteration 27Q: 3 clusters Score -3.615932e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
Score: -36159400.000000 Penalty: 14658.730469
	Iteration 28Q: 3 clusters Score -3.61594e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 149729 members 
Entering Unmasked Estep 
Score: -36159476.000000 Penalty: 14658.730469
	Iteration 29Q: 3 clusters Score -3.615948e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 149856 members 
Entering Unmasked Estep 
Score: -36159620.000000 Penalty: 14658.730469
	Iteration 30Q: 3 clusters Score -3.615962e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 150006 members 
Entering Unmasked Estep 
Score: -36159652.000000 Penalty: 14658.730469
	Iteration 31Q: 3 clusters Score -3.615965e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -36159692.000000 Penalty: 14658.730469
	Iteration 32Q: 3 clusters Score -3.615969e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -36159724.000000 Penalty: 14658.730469
	Iteration 33Q: 3 clusters Score -3.615972e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 150224 members 
Entering Unmasked Estep 
Score: -36159728.000000 Penalty: 14658.730469
	Iteration 34Q: 3 clusters Score -3.615973e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 150265 members 
Entering Unmasked Estep 
Score: -36159664.000000 Penalty: 14658.730469
	Iteration 35Q: 3 clusters Score -3.615966e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 150294 members 
Entering Unmasked Estep 
Score: -36159652.000000 Penalty: 14658.730469
	Iteration 36Q: 3 clusters Score -3.615965e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 150308 members 
Entering Unmasked Estep 
Score: -36159672.000000 Penalty: 14658.730469
	Iteration 37Q: 3 clusters Score -3.615967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 150318 members 
Entering Unmasked Estep 
Score: -36159704.000000 Penalty: 14658.730469
	Iteration 38Q: 3 clusters Score -3.61597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 150331 members 
Entering Unmasked Estep 
Score: -36159688.000000 Penalty: 14658.730469
	Iteration 39Q: 3 clusters Score -3.615969e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 150342 members 
Entering Unmasked Estep 
Score: -36159668.000000 Penalty: 14658.730469
	Iteration 40F: 3 clusters Score -3.615967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 150347 members 
Entering Unmasked Estep 
Score: -36159688.000000 Penalty: 14658.730469
	Iteration 41Q: 3 clusters Score -3.615969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 150353 members 
Entering Unmasked Estep 
Score: -36159684.000000 Penalty: 14658.730469
	Iteration 42Q: 3 clusters Score -3.615968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 150354 members 
Entering Unmasked Estep 
Score: -36159688.000000 Penalty: 14658.730469
	Iteration 43Q: 3 clusters Score -3.615969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 150352 members 
Entering Unmasked Estep 
Score: -36159680.000000 Penalty: 14658.730469
	Iteration 44Q: 3 clusters Score -3.615968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 150349 members 
Entering Unmasked Estep 
Score: -36159680.000000 Penalty: 14658.730469
	Iteration 45Q: 3 clusters Score -3.615968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 150351 members 
Entering Unmasked Estep 
Score: -36159664.000000 Penalty: 14658.730469
	Iteration 46Q: 3 clusters Score -3.615966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 150349 members 
Entering Unmasked Estep 
Score: -36159664.000000 Penalty: 14658.730469
	Iteration 47Q: 3 clusters Score -3.615966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 150347 members 
Entering Unmasked Estep 
Score: -36159656.000000 Penalty: 14658.730469
	Iteration 48Q: 3 clusters Score -3.615966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 150348 members 
Entering Unmasked Estep 
Score: -36159656.000000 Penalty: 14658.730469
	Iteration 49Q: 3 clusters Score -3.615966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 150347 members 
Entering Unmasked Estep 
Score: -36159684.000000 Penalty: 14658.730469
	Iteration 50Q: 3 clusters Score -3.615968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 150345 members 
Entering Unmasked Estep 
Score: -36159672.000000 Penalty: 14658.730469
	Iteration 51Q: 3 clusters Score -3.615967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 150349 members 
Entering Unmasked Estep 
Score: -36159664.000000 Penalty: 14658.730469
	Iteration 52Q: 3 clusters Score -3.615966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 150347 members 
Entering Unmasked Estep 
Score: -36159688.000000 Penalty: 14658.730469
	Iteration 53Q: 3 clusters Score -3.615969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 150348 members 
Entering Unmasked Estep 
Score: -36159716.000000 Penalty: 14658.730469
	Iteration 54Q: 3 clusters Score -3.615972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -36159704.000000 Penalty: 14658.730469
	Iteration 55Q: 3 clusters Score -3.61597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -36159704.000000 Penalty: 14658.730469
	Iteration 56Q: 3 clusters Score -3.61597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -36159700.000000 Penalty: 14658.730469
	Iteration 57Q: 3 clusters Score -3.61597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 150352 members 
Entering Unmasked Estep 
Score: -36159704.000000 Penalty: 14658.730469
	Iteration 58Q: 3 clusters Score -3.61597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 150351 members 
Entering Unmasked Estep 
Score: -36159692.000000 Penalty: 14658.730469
	Iteration 59Q: 3 clusters Score -3.615969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 150352 members 
Entering Unmasked Estep 
Score: -36159692.000000 Penalty: 14658.730469
	Iteration 60F: 3 clusters Score -3.615969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 150353 members 
Entering Unmasked Estep 
Score: -36159696.000000 Penalty: 14658.730469
	Iteration 61Q: 3 clusters Score -3.61597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 150353 members 
Entering Unmasked Estep 
Score: -36159696.000000 Penalty: 14658.730469
	Iteration 62F: 3 clusters Score -3.61597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 89204 members 
Mstep: Class 4 contains 126128 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 21257 members 
Mstep: Class 7 contains 34766 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 7010 members 
Mstep: Class 10 contains 59057 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 105201 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 36191 members 
Mstep: Class 15 contains 82840 members 
Mstep: Class 16 contains 48091 members 
Mstep: Class 17 contains 146580 members 
Mstep: Class 18 contains 74727 members 
Mstep: Class 19 contains 40218 members 
Mstep: Class 20 contains 17603 members 
Mstep: Class 21 contains 109348 members 
Mstep: Class 22 contains 150353 members 
Entering Unmasked Estep 
Score: -272330624.000000 Penalty: 188815.265625
Splitting cluster 9 changes total score from -272294912.000000 to -272330624.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (59057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Entering Unmasked Estep 
Score: -13435456.000000 Penalty: 6729.083496
	Iteration 0F: 2 clusters Score -1.343546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -13393803.000000 Penalty: 13458.166992
	Iteration 0F: 3 clusters Score -1.33938e+07 nChanged 26345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -13408041.000000 Penalty: 13458.166992
	Iteration 1F: 3 clusters Score -1.340804e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -13409249.000000 Penalty: 13458.166992
	Iteration 2F: 3 clusters Score -1.340925e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -13410114.000000 Penalty: 13458.166992
	Iteration 3Q: 3 clusters Score -1.341011e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -13411056.000000 Penalty: 13458.166992
	Iteration 4Q: 3 clusters Score -1.341106e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -13412120.000000 Penalty: 13458.166992
	Iteration 5Q: 3 clusters Score -1.341212e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -13413125.000000 Penalty: 13458.166992
	Iteration 6Q: 3 clusters Score -1.341312e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -13414341.000000 Penalty: 13458.166992
	Iteration 7Q: 3 clusters Score -1.341434e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -13415796.000000 Penalty: 13458.166992
	Iteration 8Q: 3 clusters Score -1.34158e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -13417226.000000 Penalty: 13458.166992
	Iteration 9Q: 3 clusters Score -1.341723e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -13418838.000000 Penalty: 13458.166992
	Iteration 10Q: 3 clusters Score -1.341884e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -13420618.000000 Penalty: 13458.166992
	Iteration 11Q: 3 clusters Score -1.342062e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -13422303.000000 Penalty: 13458.166992
	Iteration 12Q: 3 clusters Score -1.34223e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -13423889.000000 Penalty: 13458.166992
	Iteration 13Q: 3 clusters Score -1.342389e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -13425045.000000 Penalty: 13458.166992
	Iteration 14Q: 3 clusters Score -1.342504e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -13425704.000000 Penalty: 13458.166992
	Iteration 15Q: 3 clusters Score -1.34257e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -13426278.000000 Penalty: 13458.166992
	Iteration 16Q: 3 clusters Score -1.342628e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -13426651.000000 Penalty: 13458.166992
	Iteration 17Q: 3 clusters Score -1.342665e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -13426942.000000 Penalty: 13458.166992
	Iteration 18Q: 3 clusters Score -1.342694e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -13427136.000000 Penalty: 13458.166992
	Iteration 19Q: 3 clusters Score -1.342714e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -13427272.000000 Penalty: 13458.166992
	Iteration 20F: 3 clusters Score -1.342727e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -13427358.000000 Penalty: 13458.166992
	Iteration 21Q: 3 clusters Score -1.342736e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -13427418.000000 Penalty: 13458.166992
	Iteration 22Q: 3 clusters Score -1.342742e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -13427478.000000 Penalty: 13458.166992
	Iteration 23Q: 3 clusters Score -1.342748e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -13427519.000000 Penalty: 13458.166992
	Iteration 24Q: 3 clusters Score -1.342752e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -13427565.000000 Penalty: 13458.166992
	Iteration 25Q: 3 clusters Score -1.342756e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -13427608.000000 Penalty: 13458.166992
	Iteration 26Q: 3 clusters Score -1.342761e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -13427601.000000 Penalty: 13458.166992
	Iteration 27Q: 3 clusters Score -1.34276e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -13427643.000000 Penalty: 13458.166992
	Iteration 28Q: 3 clusters Score -1.342764e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -13427634.000000 Penalty: 13458.166992
	Iteration 29Q: 3 clusters Score -1.342763e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -13427620.000000 Penalty: 13458.166992
	Iteration 30Q: 3 clusters Score -1.342762e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -13427644.000000 Penalty: 13458.166992
	Iteration 31Q: 3 clusters Score -1.342764e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -13427680.000000 Penalty: 13458.166992
	Iteration 32Q: 3 clusters Score -1.342768e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -13427665.000000 Penalty: 13458.166992
	Iteration 33Q: 3 clusters Score -1.342766e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -13427662.000000 Penalty: 13458.166992
	Iteration 34Q: 3 clusters Score -1.342766e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -13427682.000000 Penalty: 13458.166992
	Iteration 35Q: 3 clusters Score -1.342768e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -13427707.000000 Penalty: 13458.166992
	Iteration 36Q: 3 clusters Score -1.342771e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -13427725.000000 Penalty: 13458.166992
	Iteration 37Q: 3 clusters Score -1.342772e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -13427738.000000 Penalty: 13458.166992
	Iteration 38Q: 3 clusters Score -1.342774e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -13427712.000000 Penalty: 13458.166992
	Iteration 39Q: 3 clusters Score -1.342771e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -13427735.000000 Penalty: 13458.166992
	Iteration 40F: 3 clusters Score -1.342774e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -13427716.000000 Penalty: 13458.166992
	Iteration 41Q: 3 clusters Score -1.342772e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -13427726.000000 Penalty: 13458.166992
	Iteration 42Q: 3 clusters Score -1.342773e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -13427738.000000 Penalty: 13458.166992
	Iteration 43Q: 3 clusters Score -1.342774e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -13427747.000000 Penalty: 13458.166992
	Iteration 44Q: 3 clusters Score -1.342775e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -13427741.000000 Penalty: 13458.166992
	Iteration 45Q: 3 clusters Score -1.342774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -13427736.000000 Penalty: 13458.166992
	Iteration 46Q: 3 clusters Score -1.342774e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -13427776.000000 Penalty: 13458.166992
	Iteration 47Q: 3 clusters Score -1.342778e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -13427765.000000 Penalty: 13458.166992
	Iteration 48Q: 3 clusters Score -1.342776e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -13427768.000000 Penalty: 13458.166992
	Iteration 49Q: 3 clusters Score -1.342777e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -13427789.000000 Penalty: 13458.166992
	Iteration 50Q: 3 clusters Score -1.342779e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -13427802.000000 Penalty: 13458.166992
	Iteration 51Q: 3 clusters Score -1.34278e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -13427796.000000 Penalty: 13458.166992
	Iteration 52Q: 3 clusters Score -1.34278e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -13427776.000000 Penalty: 13458.166992
	Iteration 53Q: 3 clusters Score -1.342778e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -13427760.000000 Penalty: 13458.166992
	Iteration 54Q: 3 clusters Score -1.342776e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -13427800.000000 Penalty: 13458.166992
	Iteration 55Q: 3 clusters Score -1.34278e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -13427779.000000 Penalty: 13458.166992
	Iteration 56Q: 3 clusters Score -1.342778e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -13427779.000000 Penalty: 13458.166992
	Iteration 57Q: 3 clusters Score -1.342778e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -13427800.000000 Penalty: 13458.166992
	Iteration 58Q: 3 clusters Score -1.34278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -13427786.000000 Penalty: 13458.166992
	Iteration 59Q: 3 clusters Score -1.342779e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -13427809.000000 Penalty: 13458.166992
	Iteration 60F: 3 clusters Score -1.342781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -13427806.000000 Penalty: 13458.166992
	Iteration 61Q: 3 clusters Score -1.342781e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -13427810.000000 Penalty: 13458.166992
	Iteration 62Q: 3 clusters Score -1.342781e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -13427795.000000 Penalty: 13458.166992
	Iteration 63Q: 3 clusters Score -1.34278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -13427794.000000 Penalty: 13458.166992
	Iteration 64Q: 3 clusters Score -1.342779e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -13427810.000000 Penalty: 13458.166992
	Iteration 65Q: 3 clusters Score -1.342781e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -13427831.000000 Penalty: 13458.166992
	Iteration 66Q: 3 clusters Score -1.342783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -13427832.000000 Penalty: 13458.166992
	Iteration 67Q: 3 clusters Score -1.342783e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -13427831.000000 Penalty: 13458.166992
	Iteration 68Q: 3 clusters Score -1.342783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -13427833.000000 Penalty: 13458.166992
	Iteration 69Q: 3 clusters Score -1.342783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -13427837.000000 Penalty: 13458.166992
	Iteration 70Q: 3 clusters Score -1.342784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -13427834.000000 Penalty: 13458.166992
	Iteration 71Q: 3 clusters Score -1.342783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -13427852.000000 Penalty: 13458.166992
	Iteration 72Q: 3 clusters Score -1.342785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -13427858.000000 Penalty: 13458.166992
	Iteration 73Q: 3 clusters Score -1.342786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -13427849.000000 Penalty: 13458.166992
	Iteration 74Q: 3 clusters Score -1.342785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -13427808.000000 Penalty: 13458.166992
	Iteration 75Q: 3 clusters Score -1.342781e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -13427806.000000 Penalty: 13458.166992
	Iteration 76Q: 3 clusters Score -1.342781e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -13427803.000000 Penalty: 13458.166992
	Iteration 77Q: 3 clusters Score -1.34278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -13427824.000000 Penalty: 13458.166992
	Iteration 78Q: 3 clusters Score -1.342782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -13427814.000000 Penalty: 13458.166992
	Iteration 79Q: 3 clusters Score -1.342781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -13427834.000000 Penalty: 13458.166992
	Iteration 80F: 3 clusters Score -1.342783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -13427837.000000 Penalty: 13458.166992
	Iteration 81Q: 3 clusters Score -1.342784e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -13427837.000000 Penalty: 13458.166992
	Iteration 82Q: 3 clusters Score -1.342784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -13427842.000000 Penalty: 13458.166992
	Iteration 83Q: 3 clusters Score -1.342784e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -13427845.000000 Penalty: 13458.166992
	Iteration 84Q: 3 clusters Score -1.342784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -13427845.000000 Penalty: 13458.166992
	Iteration 85Q: 3 clusters Score -1.342784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -13427861.000000 Penalty: 13458.166992
	Iteration 86Q: 3 clusters Score -1.342786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -13427851.000000 Penalty: 13458.166992
	Iteration 87Q: 3 clusters Score -1.342785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -13427860.000000 Penalty: 13458.166992
	Iteration 88Q: 3 clusters Score -1.342786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -13427869.000000 Penalty: 13458.166992
	Iteration 89Q: 3 clusters Score -1.342787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -13427863.000000 Penalty: 13458.166992
	Iteration 90Q: 3 clusters Score -1.342786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -13427840.000000 Penalty: 13458.166992
	Iteration 91Q: 3 clusters Score -1.342784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -13427847.000000 Penalty: 13458.166992
	Iteration 92Q: 3 clusters Score -1.342785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -13427861.000000 Penalty: 13458.166992
	Iteration 93Q: 3 clusters Score -1.342786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -13427862.000000 Penalty: 13458.166992
	Iteration 94Q: 3 clusters Score -1.342786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -13427877.000000 Penalty: 13458.166992
	Iteration 95Q: 3 clusters Score -1.342788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -13427875.000000 Penalty: 13458.166992
	Iteration 96Q: 3 clusters Score -1.342788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -13427856.000000 Penalty: 13458.166992
	Iteration 97Q: 3 clusters Score -1.342786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -13427854.000000 Penalty: 13458.166992
	Iteration 98Q: 3 clusters Score -1.342785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -13427844.000000 Penalty: 13458.166992
	Iteration 99Q: 3 clusters Score -1.342784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -13427845.000000 Penalty: 13458.166992
	Iteration 100F: 3 clusters Score -1.342784e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -13427828.000000 Penalty: 13458.166992
	Iteration 101Q: 3 clusters Score -1.342783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -13427841.000000 Penalty: 13458.166992
	Iteration 102Q: 3 clusters Score -1.342784e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -13427868.000000 Penalty: 13458.166992
	Iteration 103Q: 3 clusters Score -1.342787e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -13427846.000000 Penalty: 13458.166992
	Iteration 104Q: 3 clusters Score -1.342785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -13427850.000000 Penalty: 13458.166992
	Iteration 105Q: 3 clusters Score -1.342785e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -13427841.000000 Penalty: 13458.166992
	Iteration 106Q: 3 clusters Score -1.342784e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -13427835.000000 Penalty: 13458.166992
	Iteration 107Q: 3 clusters Score -1.342784e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -13427825.000000 Penalty: 13458.166992
	Iteration 108Q: 3 clusters Score -1.342782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -13427839.000000 Penalty: 13458.166992
	Iteration 109Q: 3 clusters Score -1.342784e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -13427837.000000 Penalty: 13458.166992
	Iteration 110Q: 3 clusters Score -1.342784e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -13427858.000000 Penalty: 13458.166992
	Iteration 111Q: 3 clusters Score -1.342786e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -13427892.000000 Penalty: 13458.166992
	Iteration 112Q: 3 clusters Score -1.342789e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -13427835.000000 Penalty: 13458.166992
	Iteration 113Q: 3 clusters Score -1.342784e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -13427877.000000 Penalty: 13458.166992
	Iteration 114Q: 3 clusters Score -1.342788e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -13427885.000000 Penalty: 13458.166992
	Iteration 115Q: 3 clusters Score -1.342788e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -13427904.000000 Penalty: 13458.166992
	Iteration 116Q: 3 clusters Score -1.34279e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -13427883.000000 Penalty: 13458.166992
	Iteration 117Q: 3 clusters Score -1.342788e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -13427868.000000 Penalty: 13458.166992
	Iteration 118Q: 3 clusters Score -1.342787e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -13427885.000000 Penalty: 13458.166992
	Iteration 119Q: 3 clusters Score -1.342788e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -13427899.000000 Penalty: 13458.166992
	Iteration 120F: 3 clusters Score -1.34279e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -13427888.000000 Penalty: 13458.166992
	Iteration 121Q: 3 clusters Score -1.342789e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -13427935.000000 Penalty: 13458.166992
	Iteration 122Q: 3 clusters Score -1.342794e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -13427922.000000 Penalty: 13458.166992
	Iteration 123Q: 3 clusters Score -1.342792e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -13427922.000000 Penalty: 13458.166992
	Iteration 124Q: 3 clusters Score -1.342792e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -13427930.000000 Penalty: 13458.166992
	Iteration 125Q: 3 clusters Score -1.342793e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -13427947.000000 Penalty: 13458.166992
	Iteration 126Q: 3 clusters Score -1.342795e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -13427965.000000 Penalty: 13458.166992
	Iteration 127Q: 3 clusters Score -1.342796e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -13427935.000000 Penalty: 13458.166992
	Iteration 128Q: 3 clusters Score -1.342794e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -13427940.000000 Penalty: 13458.166992
	Iteration 129Q: 3 clusters Score -1.342794e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -13427950.000000 Penalty: 13458.166992
	Iteration 130Q: 3 clusters Score -1.342795e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -13427970.000000 Penalty: 13458.166992
	Iteration 131Q: 3 clusters Score -1.342797e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -13427967.000000 Penalty: 13458.166992
	Iteration 132Q: 3 clusters Score -1.342797e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -13427964.000000 Penalty: 13458.166992
	Iteration 133Q: 3 clusters Score -1.342796e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -13427976.000000 Penalty: 13458.166992
	Iteration 134Q: 3 clusters Score -1.342798e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -13428005.000000 Penalty: 13458.166992
	Iteration 135Q: 3 clusters Score -1.3428e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -13428021.000000 Penalty: 13458.166992
	Iteration 136Q: 3 clusters Score -1.342802e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -13427996.000000 Penalty: 13458.166992
	Iteration 137Q: 3 clusters Score -1.3428e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -13428000.000000 Penalty: 13458.166992
	Iteration 138Q: 3 clusters Score -1.3428e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -13427989.000000 Penalty: 13458.166992
	Iteration 139Q: 3 clusters Score -1.342799e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -13428030.000000 Penalty: 13458.166992
	Iteration 140F: 3 clusters Score -1.342803e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -13428038.000000 Penalty: 13458.166992
	Iteration 141Q: 3 clusters Score -1.342804e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -13428030.000000 Penalty: 13458.166992
	Iteration 142Q: 3 clusters Score -1.342803e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -13428052.000000 Penalty: 13458.166992
	Iteration 143Q: 3 clusters Score -1.342805e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -13428094.000000 Penalty: 13458.166992
	Iteration 144Q: 3 clusters Score -1.342809e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -13428081.000000 Penalty: 13458.166992
	Iteration 145Q: 3 clusters Score -1.342808e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -13428088.000000 Penalty: 13458.166992
	Iteration 146Q: 3 clusters Score -1.342809e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -13428103.000000 Penalty: 13458.166992
	Iteration 147Q: 3 clusters Score -1.34281e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -13428148.000000 Penalty: 13458.166992
	Iteration 148Q: 3 clusters Score -1.342815e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -13428102.000000 Penalty: 13458.166992
	Iteration 149Q: 3 clusters Score -1.34281e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -13428141.000000 Penalty: 13458.166992
	Iteration 150Q: 3 clusters Score -1.342814e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -13428119.000000 Penalty: 13458.166992
	Iteration 151Q: 3 clusters Score -1.342812e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -13428150.000000 Penalty: 13458.166992
	Iteration 152Q: 3 clusters Score -1.342815e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -13428171.000000 Penalty: 13458.166992
	Iteration 153Q: 3 clusters Score -1.342817e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -13428158.000000 Penalty: 13458.166992
	Iteration 154Q: 3 clusters Score -1.342816e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -13428157.000000 Penalty: 13458.166992
	Iteration 155Q: 3 clusters Score -1.342816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -13428138.000000 Penalty: 13458.166992
	Iteration 156Q: 3 clusters Score -1.342814e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -13428126.000000 Penalty: 13458.166992
	Iteration 157Q: 3 clusters Score -1.342813e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -13428151.000000 Penalty: 13458.166992
	Iteration 158Q: 3 clusters Score -1.342815e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -13428142.000000 Penalty: 13458.166992
	Iteration 159Q: 3 clusters Score -1.342814e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -13428148.000000 Penalty: 13458.166992
	Iteration 160F: 3 clusters Score -1.342815e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -13428169.000000 Penalty: 13458.166992
	Iteration 161Q: 3 clusters Score -1.342817e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -13428181.000000 Penalty: 13458.166992
	Iteration 162Q: 3 clusters Score -1.342818e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -13428163.000000 Penalty: 13458.166992
	Iteration 163Q: 3 clusters Score -1.342816e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -13428171.000000 Penalty: 13458.166992
	Iteration 164Q: 3 clusters Score -1.342817e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -13428163.000000 Penalty: 13458.166992
	Iteration 165Q: 3 clusters Score -1.342816e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -13428172.000000 Penalty: 13458.166992
	Iteration 166Q: 3 clusters Score -1.342817e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -13428181.000000 Penalty: 13458.166992
	Iteration 167Q: 3 clusters Score -1.342818e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -13428189.000000 Penalty: 13458.166992
	Iteration 168Q: 3 clusters Score -1.342819e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -13428177.000000 Penalty: 13458.166992
	Iteration 169Q: 3 clusters Score -1.342818e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -13428217.000000 Penalty: 13458.166992
	Iteration 170Q: 3 clusters Score -1.342822e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -13428232.000000 Penalty: 13458.166992
	Iteration 171Q: 3 clusters Score -1.342823e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -13428245.000000 Penalty: 13458.166992
	Iteration 172Q: 3 clusters Score -1.342824e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -13428265.000000 Penalty: 13458.166992
	Iteration 173Q: 3 clusters Score -1.342826e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -13428259.000000 Penalty: 13458.166992
	Iteration 174Q: 3 clusters Score -1.342826e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -13428244.000000 Penalty: 13458.166992
	Iteration 175Q: 3 clusters Score -1.342824e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -13428264.000000 Penalty: 13458.166992
	Iteration 176Q: 3 clusters Score -1.342826e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -13428241.000000 Penalty: 13458.166992
	Iteration 177Q: 3 clusters Score -1.342824e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -13428287.000000 Penalty: 13458.166992
	Iteration 178Q: 3 clusters Score -1.342829e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -13428303.000000 Penalty: 13458.166992
	Iteration 179Q: 3 clusters Score -1.34283e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -13428393.000000 Penalty: 13458.166992
	Iteration 180F: 3 clusters Score -1.342839e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -13428432.000000 Penalty: 13458.166992
	Iteration 181Q: 3 clusters Score -1.342843e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -13428454.000000 Penalty: 13458.166992
	Iteration 182Q: 3 clusters Score -1.342845e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -13428456.000000 Penalty: 13458.166992
	Iteration 183Q: 3 clusters Score -1.342846e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -13428483.000000 Penalty: 13458.166992
	Iteration 184Q: 3 clusters Score -1.342848e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -13428472.000000 Penalty: 13458.166992
	Iteration 185Q: 3 clusters Score -1.342847e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -13428488.000000 Penalty: 13458.166992
	Iteration 186Q: 3 clusters Score -1.342849e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -13428533.000000 Penalty: 13458.166992
	Iteration 187Q: 3 clusters Score -1.342853e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -13428550.000000 Penalty: 13458.166992
	Iteration 188Q: 3 clusters Score -1.342855e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -13428586.000000 Penalty: 13458.166992
	Iteration 189Q: 3 clusters Score -1.342859e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -13428564.000000 Penalty: 13458.166992
	Iteration 190Q: 3 clusters Score -1.342856e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -13428601.000000 Penalty: 13458.166992
	Iteration 191Q: 3 clusters Score -1.34286e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -13428619.000000 Penalty: 13458.166992
	Iteration 192Q: 3 clusters Score -1.342862e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -13428647.000000 Penalty: 13458.166992
	Iteration 193Q: 3 clusters Score -1.342865e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -13428681.000000 Penalty: 13458.166992
	Iteration 194Q: 3 clusters Score -1.342868e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -13428710.000000 Penalty: 13458.166992
	Iteration 195Q: 3 clusters Score -1.342871e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -13428706.000000 Penalty: 13458.166992
	Iteration 196Q: 3 clusters Score -1.342871e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -13428707.000000 Penalty: 13458.166992
	Iteration 197Q: 3 clusters Score -1.342871e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -13428688.000000 Penalty: 13458.166992
	Iteration 198Q: 3 clusters Score -1.342869e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -13428674.000000 Penalty: 13458.166992
	Iteration 199Q: 3 clusters Score -1.342867e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -13428697.000000 Penalty: 13458.166992
	Iteration 200F: 3 clusters Score -1.34287e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -13428775.000000 Penalty: 13458.166992
	Iteration 201Q: 3 clusters Score -1.342878e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -13428836.000000 Penalty: 13458.166992
	Iteration 202Q: 3 clusters Score -1.342884e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -13428818.000000 Penalty: 13458.166992
	Iteration 203Q: 3 clusters Score -1.342882e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -13428821.000000 Penalty: 13458.166992
	Iteration 204Q: 3 clusters Score -1.342882e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -13428877.000000 Penalty: 13458.166992
	Iteration 205Q: 3 clusters Score -1.342888e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -13428881.000000 Penalty: 13458.166992
	Iteration 206Q: 3 clusters Score -1.342888e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -13428918.000000 Penalty: 13458.166992
	Iteration 207Q: 3 clusters Score -1.342892e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -13428942.000000 Penalty: 13458.166992
	Iteration 208Q: 3 clusters Score -1.342894e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -13428947.000000 Penalty: 13458.166992
	Iteration 209Q: 3 clusters Score -1.342895e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -13428952.000000 Penalty: 13458.166992
	Iteration 210Q: 3 clusters Score -1.342895e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -13428961.000000 Penalty: 13458.166992
	Iteration 211Q: 3 clusters Score -1.342896e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -13428994.000000 Penalty: 13458.166992
	Iteration 212Q: 3 clusters Score -1.342899e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -13429038.000000 Penalty: 13458.166992
	Iteration 213Q: 3 clusters Score -1.342904e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -13429037.000000 Penalty: 13458.166992
	Iteration 214Q: 3 clusters Score -1.342904e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -13429075.000000 Penalty: 13458.166992
	Iteration 215Q: 3 clusters Score -1.342908e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -13429088.000000 Penalty: 13458.166992
	Iteration 216Q: 3 clusters Score -1.342909e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -13429106.000000 Penalty: 13458.166992
	Iteration 217Q: 3 clusters Score -1.342911e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -13429097.000000 Penalty: 13458.166992
	Iteration 218Q: 3 clusters Score -1.34291e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -13429091.000000 Penalty: 13458.166992
	Iteration 219Q: 3 clusters Score -1.342909e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -13429112.000000 Penalty: 13458.166992
	Iteration 220F: 3 clusters Score -1.342911e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -13429125.000000 Penalty: 13458.166992
	Iteration 221Q: 3 clusters Score -1.342912e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -13429142.000000 Penalty: 13458.166992
	Iteration 222Q: 3 clusters Score -1.342914e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -13429131.000000 Penalty: 13458.166992
	Iteration 223Q: 3 clusters Score -1.342913e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -13429130.000000 Penalty: 13458.166992
	Iteration 224Q: 3 clusters Score -1.342913e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -13429118.000000 Penalty: 13458.166992
	Iteration 225Q: 3 clusters Score -1.342912e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -13429121.000000 Penalty: 13458.166992
	Iteration 226Q: 3 clusters Score -1.342912e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -13429139.000000 Penalty: 13458.166992
	Iteration 227Q: 3 clusters Score -1.342914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -13429149.000000 Penalty: 13458.166992
	Iteration 228Q: 3 clusters Score -1.342915e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -13429163.000000 Penalty: 13458.166992
	Iteration 229Q: 3 clusters Score -1.342916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -13429165.000000 Penalty: 13458.166992
	Iteration 230Q: 3 clusters Score -1.342916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -13429178.000000 Penalty: 13458.166992
	Iteration 231Q: 3 clusters Score -1.342918e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -13429195.000000 Penalty: 13458.166992
	Iteration 232Q: 3 clusters Score -1.34292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -13429176.000000 Penalty: 13458.166992
	Iteration 233Q: 3 clusters Score -1.342918e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -13429185.000000 Penalty: 13458.166992
	Iteration 234Q: 3 clusters Score -1.342918e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -13429222.000000 Penalty: 13458.166992
	Iteration 235Q: 3 clusters Score -1.342922e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -13429252.000000 Penalty: 13458.166992
	Iteration 236Q: 3 clusters Score -1.342925e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -13429238.000000 Penalty: 13458.166992
	Iteration 237Q: 3 clusters Score -1.342924e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -13429259.000000 Penalty: 13458.166992
	Iteration 238Q: 3 clusters Score -1.342926e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -13429249.000000 Penalty: 13458.166992
	Iteration 239Q: 3 clusters Score -1.342925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -13429259.000000 Penalty: 13458.166992
	Iteration 240F: 3 clusters Score -1.342926e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -13429251.000000 Penalty: 13458.166992
	Iteration 241Q: 3 clusters Score -1.342925e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -13429229.000000 Penalty: 13458.166992
	Iteration 242Q: 3 clusters Score -1.342923e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -13429251.000000 Penalty: 13458.166992
	Iteration 243Q: 3 clusters Score -1.342925e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -13429249.000000 Penalty: 13458.166992
	Iteration 244Q: 3 clusters Score -1.342925e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -13429284.000000 Penalty: 13458.166992
	Iteration 245Q: 3 clusters Score -1.342928e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -13429287.000000 Penalty: 13458.166992
	Iteration 246Q: 3 clusters Score -1.342929e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -13429277.000000 Penalty: 13458.166992
	Iteration 247Q: 3 clusters Score -1.342928e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -13429284.000000 Penalty: 13458.166992
	Iteration 248Q: 3 clusters Score -1.342928e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -13429310.000000 Penalty: 13458.166992
	Iteration 249Q: 3 clusters Score -1.342931e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -13429323.000000 Penalty: 13458.166992
	Iteration 250Q: 3 clusters Score -1.342932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -13429301.000000 Penalty: 13458.166992
	Iteration 251Q: 3 clusters Score -1.34293e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -13429336.000000 Penalty: 13458.166992
	Iteration 252Q: 3 clusters Score -1.342934e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -13429375.000000 Penalty: 13458.166992
	Iteration 253Q: 3 clusters Score -1.342938e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -13429367.000000 Penalty: 13458.166992
	Iteration 254Q: 3 clusters Score -1.342937e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -13429355.000000 Penalty: 13458.166992
	Iteration 255Q: 3 clusters Score -1.342936e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -13429348.000000 Penalty: 13458.166992
	Iteration 256Q: 3 clusters Score -1.342935e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -13429345.000000 Penalty: 13458.166992
	Iteration 257Q: 3 clusters Score -1.342934e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -13429365.000000 Penalty: 13458.166992
	Iteration 258Q: 3 clusters Score -1.342936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -13429348.000000 Penalty: 13458.166992
	Iteration 259Q: 3 clusters Score -1.342935e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -13429341.000000 Penalty: 13458.166992
	Iteration 260F: 3 clusters Score -1.342934e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -13429326.000000 Penalty: 13458.166992
	Iteration 261Q: 3 clusters Score -1.342933e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -13429335.000000 Penalty: 13458.166992
	Iteration 262Q: 3 clusters Score -1.342934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -13429344.000000 Penalty: 13458.166992
	Iteration 263Q: 3 clusters Score -1.342934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -13429363.000000 Penalty: 13458.166992
	Iteration 264Q: 3 clusters Score -1.342936e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -13429380.000000 Penalty: 13458.166992
	Iteration 265Q: 3 clusters Score -1.342938e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -13429366.000000 Penalty: 13458.166992
	Iteration 266Q: 3 clusters Score -1.342937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -13429392.000000 Penalty: 13458.166992
	Iteration 267Q: 3 clusters Score -1.342939e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -13429394.000000 Penalty: 13458.166992
	Iteration 268Q: 3 clusters Score -1.342939e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -13429387.000000 Penalty: 13458.166992
	Iteration 269Q: 3 clusters Score -1.342939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -13429375.000000 Penalty: 13458.166992
	Iteration 270Q: 3 clusters Score -1.342938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -13429382.000000 Penalty: 13458.166992
	Iteration 271Q: 3 clusters Score -1.342938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -13429398.000000 Penalty: 13458.166992
	Iteration 272Q: 3 clusters Score -1.34294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -13429407.000000 Penalty: 13458.166992
	Iteration 273Q: 3 clusters Score -1.342941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -13429410.000000 Penalty: 13458.166992
	Iteration 274Q: 3 clusters Score -1.342941e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -13429385.000000 Penalty: 13458.166992
	Iteration 275Q: 3 clusters Score -1.342938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -13429383.000000 Penalty: 13458.166992
	Iteration 276Q: 3 clusters Score -1.342938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -13429390.000000 Penalty: 13458.166992
	Iteration 277Q: 3 clusters Score -1.342939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -13429402.000000 Penalty: 13458.166992
	Iteration 278Q: 3 clusters Score -1.34294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -13429398.000000 Penalty: 13458.166992
	Iteration 279Q: 3 clusters Score -1.34294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -13429405.000000 Penalty: 13458.166992
	Iteration 280F: 3 clusters Score -1.34294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -13429400.000000 Penalty: 13458.166992
	Iteration 281Q: 3 clusters Score -1.34294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -13429399.000000 Penalty: 13458.166992
	Iteration 282Q: 3 clusters Score -1.34294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -13429418.000000 Penalty: 13458.166992
	Iteration 283Q: 3 clusters Score -1.342942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -13429407.000000 Penalty: 13458.166992
	Iteration 284Q: 3 clusters Score -1.342941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -13429431.000000 Penalty: 13458.166992
	Iteration 285Q: 3 clusters Score -1.342943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -13429426.000000 Penalty: 13458.166992
	Iteration 286Q: 3 clusters Score -1.342943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -13429401.000000 Penalty: 13458.166992
	Iteration 287Q: 3 clusters Score -1.34294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -13429402.000000 Penalty: 13458.166992
	Iteration 288Q: 3 clusters Score -1.34294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -13429407.000000 Penalty: 13458.166992
	Iteration 289Q: 3 clusters Score -1.342941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -13429407.000000 Penalty: 13458.166992
	Iteration 290Q: 3 clusters Score -1.342941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -13429400.000000 Penalty: 13458.166992
	Iteration 291Q: 3 clusters Score -1.34294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -13429394.000000 Penalty: 13458.166992
	Iteration 292Q: 3 clusters Score -1.342939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -13429392.000000 Penalty: 13458.166992
	Iteration 293Q: 3 clusters Score -1.342939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -13429386.000000 Penalty: 13458.166992
	Iteration 294Q: 3 clusters Score -1.342939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -13429391.000000 Penalty: 13458.166992
	Iteration 295Q: 3 clusters Score -1.342939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -13429399.000000 Penalty: 13458.166992
	Iteration 296Q: 3 clusters Score -1.34294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -13429398.000000 Penalty: 13458.166992
	Iteration 297Q: 3 clusters Score -1.34294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -13429398.000000 Penalty: 13458.166992
	Iteration 298Q: 3 clusters Score -1.34294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -13429400.000000 Penalty: 13458.166992
	Iteration 299Q: 3 clusters Score -1.34294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -13429388.000000 Penalty: 13458.166992
	Iteration 300F: 3 clusters Score -1.342939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -254301.625000 Penalty: 4333.933105
	Iteration 0F: 2 clusters Score -254301.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -250103.750000 Penalty: 8667.866211
	Iteration 0F: 3 clusters Score -250103.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -250514.703125 Penalty: 8667.866211
	Iteration 1F: 3 clusters Score -250514.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -250707.953125 Penalty: 8667.866211
	Iteration 2F: 3 clusters Score -250708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -250799.937500 Penalty: 8667.866211
	Iteration 3Q: 3 clusters Score -250799.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -250881.250000 Penalty: 8667.866211
	Iteration 4Q: 3 clusters Score -250881.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -250928.218750 Penalty: 8667.866211
	Iteration 5Q: 3 clusters Score -250928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -250967.843750 Penalty: 8667.866211
	Iteration 6Q: 3 clusters Score -250967.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -251014.000000 Penalty: 8667.866211
	Iteration 7Q: 3 clusters Score -251014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -251053.718750 Penalty: 8667.866211
	Iteration 8Q: 3 clusters Score -251053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -251086.421875 Penalty: 8667.866211
	Iteration 9Q: 3 clusters Score -251086.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -251130.046875 Penalty: 8667.866211
	Iteration 10Q: 3 clusters Score -251130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -251179.906250 Penalty: 8667.866211
	Iteration 11Q: 3 clusters Score -251179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -251211.984375 Penalty: 8667.866211
	Iteration 12Q: 3 clusters Score -251212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -251243.062500 Penalty: 8667.866211
	Iteration 13Q: 3 clusters Score -251243.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -251269.328125 Penalty: 8667.866211
	Iteration 14Q: 3 clusters Score -251269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -251284.625000 Penalty: 8667.866211
	Iteration 15Q: 3 clusters Score -251284.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -251303.281250 Penalty: 8667.866211
	Iteration 16Q: 3 clusters Score -251303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -251315.218750 Penalty: 8667.866211
	Iteration 17Q: 3 clusters Score -251315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -251315.218750 Penalty: 8667.866211
	Iteration 18F: 3 clusters Score -251315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (105201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Entering Unmasked Estep 
Score: -24195008.000000 Penalty: 7082.722168
	Iteration 0F: 2 clusters Score -2.419501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -24124796.000000 Penalty: 14165.444336
	Iteration 0F: 3 clusters Score -2.41248e+07 nChanged 48056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -24151352.000000 Penalty: 14165.444336
	Iteration 1F: 3 clusters Score -2.415135e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -24152880.000000 Penalty: 14165.444336
	Iteration 2Q: 3 clusters Score -2.415288e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -24154776.000000 Penalty: 14165.444336
	Iteration 3Q: 3 clusters Score -2.415478e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -24157662.000000 Penalty: 14165.444336
	Iteration 4Q: 3 clusters Score -2.415766e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -24161854.000000 Penalty: 14165.444336
	Iteration 5F: 3 clusters Score -2.416185e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -24167770.000000 Penalty: 14165.444336
	Iteration 6F: 3 clusters Score -2.416777e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -24174328.000000 Penalty: 14165.444336
	Iteration 7F: 3 clusters Score -2.417433e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -24180168.000000 Penalty: 14165.444336
	Iteration 8F: 3 clusters Score -2.418017e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -24186474.000000 Penalty: 14165.444336
	Iteration 9F: 3 clusters Score -2.418647e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -24192046.000000 Penalty: 14165.444336
	Iteration 10Q: 3 clusters Score -2.419205e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80163 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -24195526.000000 Penalty: 14165.444336
	Iteration 11Q: 3 clusters Score -2.419553e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -24197010.000000 Penalty: 14165.444336
	Iteration 12Q: 3 clusters Score -2.419701e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -24197648.000000 Penalty: 14165.444336
	Iteration 13Q: 3 clusters Score -2.419765e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83877 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -24197996.000000 Penalty: 14165.444336
	Iteration 14Q: 3 clusters Score -2.4198e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -24198212.000000 Penalty: 14165.444336
	Iteration 15Q: 3 clusters Score -2.419821e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -24198406.000000 Penalty: 14165.444336
	Iteration 16Q: 3 clusters Score -2.419841e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -24198518.000000 Penalty: 14165.444336
	Iteration 17Q: 3 clusters Score -2.419852e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -24198552.000000 Penalty: 14165.444336
	Iteration 18Q: 3 clusters Score -2.419855e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -24198568.000000 Penalty: 14165.444336
	Iteration 19Q: 3 clusters Score -2.419857e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86394 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -24198546.000000 Penalty: 14165.444336
	Iteration 20F: 3 clusters Score -2.419855e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -24198586.000000 Penalty: 14165.444336
	Iteration 21Q: 3 clusters Score -2.419859e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -24198664.000000 Penalty: 14165.444336
	Iteration 22Q: 3 clusters Score -2.419866e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -24198660.000000 Penalty: 14165.444336
	Iteration 23Q: 3 clusters Score -2.419866e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -24198642.000000 Penalty: 14165.444336
	Iteration 24Q: 3 clusters Score -2.419864e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -24198674.000000 Penalty: 14165.444336
	Iteration 25Q: 3 clusters Score -2.419867e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -24198668.000000 Penalty: 14165.444336
	Iteration 26Q: 3 clusters Score -2.419867e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -24198700.000000 Penalty: 14165.444336
	Iteration 27Q: 3 clusters Score -2.41987e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87465 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -24198750.000000 Penalty: 14165.444336
	Iteration 28Q: 3 clusters Score -2.419875e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -24198734.000000 Penalty: 14165.444336
	Iteration 29Q: 3 clusters Score -2.419873e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -24198768.000000 Penalty: 14165.444336
	Iteration 30Q: 3 clusters Score -2.419877e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -24198740.000000 Penalty: 14165.444336
	Iteration 31Q: 3 clusters Score -2.419874e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -24198740.000000 Penalty: 14165.444336
	Iteration 32Q: 3 clusters Score -2.419874e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -24198738.000000 Penalty: 14165.444336
	Iteration 33Q: 3 clusters Score -2.419874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -24198730.000000 Penalty: 14165.444336
	Iteration 34Q: 3 clusters Score -2.419873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -24198708.000000 Penalty: 14165.444336
	Iteration 35Q: 3 clusters Score -2.419871e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -24198694.000000 Penalty: 14165.444336
	Iteration 36Q: 3 clusters Score -2.419869e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87918 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -24198698.000000 Penalty: 14165.444336
	Iteration 37Q: 3 clusters Score -2.41987e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -24198722.000000 Penalty: 14165.444336
	Iteration 38Q: 3 clusters Score -2.419872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -24198734.000000 Penalty: 14165.444336
	Iteration 39Q: 3 clusters Score -2.419873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -24198736.000000 Penalty: 14165.444336
	Iteration 40F: 3 clusters Score -2.419874e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88039 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -24198746.000000 Penalty: 14165.444336
	Iteration 41Q: 3 clusters Score -2.419875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -24198734.000000 Penalty: 14165.444336
	Iteration 42Q: 3 clusters Score -2.419873e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -24198748.000000 Penalty: 14165.444336
	Iteration 43Q: 3 clusters Score -2.419875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88110 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -24198762.000000 Penalty: 14165.444336
	Iteration 44Q: 3 clusters Score -2.419876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -24198760.000000 Penalty: 14165.444336
	Iteration 45Q: 3 clusters Score -2.419876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -24198760.000000 Penalty: 14165.444336
	Iteration 46Q: 3 clusters Score -2.419876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -24198780.000000 Penalty: 14165.444336
	Iteration 47Q: 3 clusters Score -2.419878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -24198762.000000 Penalty: 14165.444336
	Iteration 48Q: 3 clusters Score -2.419876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -24198768.000000 Penalty: 14165.444336
	Iteration 49Q: 3 clusters Score -2.419877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -24198732.000000 Penalty: 14165.444336
	Iteration 50Q: 3 clusters Score -2.419873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -24198730.000000 Penalty: 14165.444336
	Iteration 51Q: 3 clusters Score -2.419873e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88258 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -24198764.000000 Penalty: 14165.444336
	Iteration 52Q: 3 clusters Score -2.419876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -24198756.000000 Penalty: 14165.444336
	Iteration 53Q: 3 clusters Score -2.419876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -24198758.000000 Penalty: 14165.444336
	Iteration 54Q: 3 clusters Score -2.419876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -24198748.000000 Penalty: 14165.444336
	Iteration 55Q: 3 clusters Score -2.419875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -24198754.000000 Penalty: 14165.444336
	Iteration 56Q: 3 clusters Score -2.419875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -24198774.000000 Penalty: 14165.444336
	Iteration 57Q: 3 clusters Score -2.419877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -24198756.000000 Penalty: 14165.444336
	Iteration 58Q: 3 clusters Score -2.419876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -24198754.000000 Penalty: 14165.444336
	Iteration 59Q: 3 clusters Score -2.419875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88369 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -24198792.000000 Penalty: 14165.444336
	Iteration 60F: 3 clusters Score -2.419879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -24198780.000000 Penalty: 14165.444336
	Iteration 61Q: 3 clusters Score -2.419878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -24198774.000000 Penalty: 14165.444336
	Iteration 62Q: 3 clusters Score -2.419877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88385 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -24198772.000000 Penalty: 14165.444336
	Iteration 63Q: 3 clusters Score -2.419877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88390 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -24198806.000000 Penalty: 14165.444336
	Iteration 64Q: 3 clusters Score -2.419881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -24198812.000000 Penalty: 14165.444336
	Iteration 65Q: 3 clusters Score -2.419881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -24198820.000000 Penalty: 14165.444336
	Iteration 66Q: 3 clusters Score -2.419882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -24198800.000000 Penalty: 14165.444336
	Iteration 67Q: 3 clusters Score -2.41988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -24198810.000000 Penalty: 14165.444336
	Iteration 68Q: 3 clusters Score -2.419881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -24198806.000000 Penalty: 14165.444336
	Iteration 69Q: 3 clusters Score -2.419881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -24198814.000000 Penalty: 14165.444336
	Iteration 70Q: 3 clusters Score -2.419881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88404 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -24198798.000000 Penalty: 14165.444336
	Iteration 71Q: 3 clusters Score -2.41988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -24198796.000000 Penalty: 14165.444336
	Iteration 72Q: 3 clusters Score -2.41988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -24198808.000000 Penalty: 14165.444336
	Iteration 73Q: 3 clusters Score -2.419881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88407 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -24198808.000000 Penalty: 14165.444336
	Iteration 74Q: 3 clusters Score -2.419881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -24198808.000000 Penalty: 14165.444336
	Iteration 75Q: 3 clusters Score -2.419881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -24198808.000000 Penalty: 14165.444336
	Iteration 76F: 3 clusters Score -2.419881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 89204 members 
Mstep: Class 4 contains 126128 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 21257 members 
Mstep: Class 7 contains 34766 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 7010 members 
Mstep: Class 10 contains 59057 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 88409 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 36191 members 
Mstep: Class 15 contains 82840 members 
Mstep: Class 16 contains 48091 members 
Mstep: Class 17 contains 146580 members 
Mstep: Class 18 contains 74727 members 
Mstep: Class 19 contains 40218 members 
Mstep: Class 20 contains 17603 members 
Mstep: Class 21 contains 109348 members 
Mstep: Class 22 contains 150353 members 
Mstep: Class 23 contains 16792 members 
Entering Unmasked Estep 
Score: -272334496.000000 Penalty: 197397.765625
Splitting cluster 12 changes total score from -272294912.000000 to -272334496.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -434941.187500 Penalty: 4676.623535
	Iteration 0F: 2 clusters Score -434941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -430430.031250 Penalty: 9353.247070
	Iteration 0F: 3 clusters Score -430430 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -433415.031250 Penalty: 9353.247070
	Iteration 1F: 3 clusters Score -433415 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -436903.718750 Penalty: 9353.247070
	Iteration 2F: 3 clusters Score -436903.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -438511.375000 Penalty: 9353.247070
	Iteration 3F: 3 clusters Score -438511.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -439128.187500 Penalty: 9353.247070
	Iteration 4Q: 3 clusters Score -439128.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -439676.437500 Penalty: 9353.247070
	Iteration 5Q: 3 clusters Score -439676.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -439833.437500 Penalty: 9353.247070
	Iteration 6Q: 3 clusters Score -439833.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -439860.281250 Penalty: 9353.247070
	Iteration 7Q: 3 clusters Score -439860.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -439860.281250 Penalty: 9353.247070
	Iteration 8F: 3 clusters Score -439860.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 89204 members 
Mstep: Class 4 contains 126128 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 21257 members 
Mstep: Class 7 contains 34766 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 7010 members 
Mstep: Class 10 contains 59057 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 88409 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 36191 members 
Mstep: Class 15 contains 82840 members 
Mstep: Class 16 contains 48091 members 
Mstep: Class 17 contains 146580 members 
Mstep: Class 18 contains 74727 members 
Mstep: Class 19 contains 40218 members 
Mstep: Class 20 contains 17603 members 
Mstep: Class 21 contains 109348 members 
Mstep: Class 22 contains 150353 members 
Mstep: Class 23 contains 16792 members 
Mstep: Class 24 contains 813 members 
Entering Unmasked Estep 
Score: -272337280.000000 Penalty: 205980.281250
Splitting cluster 13 changes total score from -272294912.000000 to -272337280.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (36191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Entering Unmasked Estep 
Score: -8138597.000000 Penalty: 6429.146484
	Iteration 0F: 2 clusters Score -8138597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -8111815.000000 Penalty: 12858.292969
	Iteration 0F: 3 clusters Score -8111815 nChanged 15437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -8119971.000000 Penalty: 12858.292969
	Iteration 1F: 3 clusters Score -8119971 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -8121011.500000 Penalty: 12858.292969
	Iteration 2F: 3 clusters Score -8121012 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -8122014.500000 Penalty: 12858.292969
	Iteration 3F: 3 clusters Score -8122014 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -8123043.000000 Penalty: 12858.292969
	Iteration 4F: 3 clusters Score -8123043 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -8124402.500000 Penalty: 12858.292969
	Iteration 5F: 3 clusters Score -8124402 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -8126080.500000 Penalty: 12858.292969
	Iteration 6F: 3 clusters Score -8126080 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -8128003.500000 Penalty: 12858.292969
	Iteration 7F: 3 clusters Score -8128004 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -8129853.500000 Penalty: 12858.292969
	Iteration 8F: 3 clusters Score -8129854 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -8131606.000000 Penalty: 12858.292969
	Iteration 9F: 3 clusters Score -8131606 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -8133077.000000 Penalty: 12858.292969
	Iteration 10Q: 3 clusters Score -8133077 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -8134391.000000 Penalty: 12858.292969
	Iteration 11Q: 3 clusters Score -8134391 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -8135403.000000 Penalty: 12858.292969
	Iteration 12Q: 3 clusters Score -8135403 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -8136019.500000 Penalty: 12858.292969
	Iteration 13Q: 3 clusters Score -8136020 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -8136344.500000 Penalty: 12858.292969
	Iteration 14Q: 3 clusters Score -8136344 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -8136522.500000 Penalty: 12858.292969
	Iteration 15Q: 3 clusters Score -8136522 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -8136689.000000 Penalty: 12858.292969
	Iteration 16Q: 3 clusters Score -8136689 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -8136733.000000 Penalty: 12858.292969
	Iteration 17Q: 3 clusters Score -8136733 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -8136801.000000 Penalty: 12858.292969
	Iteration 18Q: 3 clusters Score -8136801 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -8136843.000000 Penalty: 12858.292969
	Iteration 19Q: 3 clusters Score -8136843 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -8136855.000000 Penalty: 12858.292969
	Iteration 20F: 3 clusters Score -8136855 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -8136863.000000 Penalty: 12858.292969
	Iteration 21Q: 3 clusters Score -8136863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -8136910.500000 Penalty: 12858.292969
	Iteration 22Q: 3 clusters Score -8136910 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -8136899.500000 Penalty: 12858.292969
	Iteration 23Q: 3 clusters Score -8136900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -8136900.500000 Penalty: 12858.292969
	Iteration 24Q: 3 clusters Score -8136900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -8136907.000000 Penalty: 12858.292969
	Iteration 25Q: 3 clusters Score -8136907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -8136916.000000 Penalty: 12858.292969
	Iteration 26Q: 3 clusters Score -8136916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -8136924.000000 Penalty: 12858.292969
	Iteration 27Q: 3 clusters Score -8136924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -8136926.000000 Penalty: 12858.292969
	Iteration 28Q: 3 clusters Score -8136926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -8136914.500000 Penalty: 12858.292969
	Iteration 29Q: 3 clusters Score -8136914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -8136912.000000 Penalty: 12858.292969
	Iteration 30Q: 3 clusters Score -8136912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -8136924.000000 Penalty: 12858.292969
	Iteration 31Q: 3 clusters Score -8136924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8136922.000000 Penalty: 12858.292969
	Iteration 32Q: 3 clusters Score -8136922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -8136917.500000 Penalty: 12858.292969
	Iteration 33Q: 3 clusters Score -8136918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -8136928.000000 Penalty: 12858.292969
	Iteration 34Q: 3 clusters Score -8136928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -8136937.000000 Penalty: 12858.292969
	Iteration 35Q: 3 clusters Score -8136937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -8136952.000000 Penalty: 12858.292969
	Iteration 36Q: 3 clusters Score -8136952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8136952.000000 Penalty: 12858.292969
	Iteration 37Q: 3 clusters Score -8136952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -8136946.000000 Penalty: 12858.292969
	Iteration 38Q: 3 clusters Score -8136946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -8136947.500000 Penalty: 12858.292969
	Iteration 39Q: 3 clusters Score -8136948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -8136953.000000 Penalty: 12858.292969
	Iteration 40F: 3 clusters Score -8136953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -8136951.500000 Penalty: 12858.292969
	Iteration 41Q: 3 clusters Score -8136952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -8136956.500000 Penalty: 12858.292969
	Iteration 42Q: 3 clusters Score -8136956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -8136958.500000 Penalty: 12858.292969
	Iteration 43Q: 3 clusters Score -8136958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -8136952.000000 Penalty: 12858.292969
	Iteration 44Q: 3 clusters Score -8136952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -8136957.000000 Penalty: 12858.292969
	Iteration 45Q: 3 clusters Score -8136957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -8136957.500000 Penalty: 12858.292969
	Iteration 46Q: 3 clusters Score -8136958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -8136955.500000 Penalty: 12858.292969
	Iteration 47Q: 3 clusters Score -8136956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -8136956.000000 Penalty: 12858.292969
	Iteration 48Q: 3 clusters Score -8136956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -8136956.000000 Penalty: 12858.292969
	Iteration 49F: 3 clusters Score -8136956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Entering Unmasked Estep 
Score: -10516033.000000 Penalty: 6603.270996
	Iteration 0F: 2 clusters Score -1.051603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -10481483.000000 Penalty: 13206.541992
	Iteration 0F: 3 clusters Score -1.048148e+07 nChanged 21158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -10493120.000000 Penalty: 13206.541992
	Iteration 1F: 3 clusters Score -1.049312e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -10495268.000000 Penalty: 13206.541992
	Iteration 2F: 3 clusters Score -1.049527e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -10498741.000000 Penalty: 13206.541992
	Iteration 3F: 3 clusters Score -1.049874e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -10503345.000000 Penalty: 13206.541992
	Iteration 4F: 3 clusters Score -1.050334e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -10507913.000000 Penalty: 13206.541992
	Iteration 5F: 3 clusters Score -1.050791e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -10511499.000000 Penalty: 13206.541992
	Iteration 6F: 3 clusters Score -1.05115e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -10513895.000000 Penalty: 13206.541992
	Iteration 7F: 3 clusters Score -1.05139e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -10515245.000000 Penalty: 13206.541992
	Iteration 8Q: 3 clusters Score -1.051524e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -10516066.000000 Penalty: 13206.541992
	Iteration 9Q: 3 clusters Score -1.051607e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -10516509.000000 Penalty: 13206.541992
	Iteration 10Q: 3 clusters Score -1.051651e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -10516783.000000 Penalty: 13206.541992
	Iteration 11Q: 3 clusters Score -1.051678e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -10517037.000000 Penalty: 13206.541992
	Iteration 12Q: 3 clusters Score -1.051704e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -10517166.000000 Penalty: 13206.541992
	Iteration 13Q: 3 clusters Score -1.051717e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -10517259.000000 Penalty: 13206.541992
	Iteration 14Q: 3 clusters Score -1.051726e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -10517363.000000 Penalty: 13206.541992
	Iteration 15Q: 3 clusters Score -1.051736e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -10517456.000000 Penalty: 13206.541992
	Iteration 16Q: 3 clusters Score -1.051746e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -10517515.000000 Penalty: 13206.541992
	Iteration 17Q: 3 clusters Score -1.051752e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -10517599.000000 Penalty: 13206.541992
	Iteration 18Q: 3 clusters Score -1.05176e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -10517663.000000 Penalty: 13206.541992
	Iteration 19Q: 3 clusters Score -1.051766e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -10517741.000000 Penalty: 13206.541992
	Iteration 20F: 3 clusters Score -1.051774e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -10517776.000000 Penalty: 13206.541992
	Iteration 21Q: 3 clusters Score -1.051778e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -10517877.000000 Penalty: 13206.541992
	Iteration 22Q: 3 clusters Score -1.051788e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -10517919.000000 Penalty: 13206.541992
	Iteration 23Q: 3 clusters Score -1.051792e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -10517939.000000 Penalty: 13206.541992
	Iteration 24Q: 3 clusters Score -1.051794e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -10517959.000000 Penalty: 13206.541992
	Iteration 25Q: 3 clusters Score -1.051796e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -10517985.000000 Penalty: 13206.541992
	Iteration 26Q: 3 clusters Score -1.051798e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -10518028.000000 Penalty: 13206.541992
	Iteration 27Q: 3 clusters Score -1.051803e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -10518028.000000 Penalty: 13206.541992
	Iteration 28Q: 3 clusters Score -1.051803e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -10518026.000000 Penalty: 13206.541992
	Iteration 29Q: 3 clusters Score -1.051803e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -10518022.000000 Penalty: 13206.541992
	Iteration 30Q: 3 clusters Score -1.051802e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -10518073.000000 Penalty: 13206.541992
	Iteration 31Q: 3 clusters Score -1.051807e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -10518067.000000 Penalty: 13206.541992
	Iteration 32Q: 3 clusters Score -1.051807e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -10518090.000000 Penalty: 13206.541992
	Iteration 33Q: 3 clusters Score -1.051809e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -10518109.000000 Penalty: 13206.541992
	Iteration 34Q: 3 clusters Score -1.051811e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -10518084.000000 Penalty: 13206.541992
	Iteration 35Q: 3 clusters Score -1.051808e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -10518071.000000 Penalty: 13206.541992
	Iteration 36Q: 3 clusters Score -1.051807e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -10518069.000000 Penalty: 13206.541992
	Iteration 37Q: 3 clusters Score -1.051807e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -10518081.000000 Penalty: 13206.541992
	Iteration 38Q: 3 clusters Score -1.051808e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -10518089.000000 Penalty: 13206.541992
	Iteration 39Q: 3 clusters Score -1.051809e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -10518083.000000 Penalty: 13206.541992
	Iteration 40F: 3 clusters Score -1.051808e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -10518108.000000 Penalty: 13206.541992
	Iteration 41Q: 3 clusters Score -1.051811e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -10518123.000000 Penalty: 13206.541992
	Iteration 42Q: 3 clusters Score -1.051812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -10518133.000000 Penalty: 13206.541992
	Iteration 43Q: 3 clusters Score -1.051813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -10518126.000000 Penalty: 13206.541992
	Iteration 44Q: 3 clusters Score -1.051813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -10518129.000000 Penalty: 13206.541992
	Iteration 45Q: 3 clusters Score -1.051813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -10518140.000000 Penalty: 13206.541992
	Iteration 46Q: 3 clusters Score -1.051814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -10518142.000000 Penalty: 13206.541992
	Iteration 47Q: 3 clusters Score -1.051814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -10518149.000000 Penalty: 13206.541992
	Iteration 48Q: 3 clusters Score -1.051815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -10518158.000000 Penalty: 13206.541992
	Iteration 49Q: 3 clusters Score -1.051816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -10518145.000000 Penalty: 13206.541992
	Iteration 50Q: 3 clusters Score -1.051814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -10518143.000000 Penalty: 13206.541992
	Iteration 51Q: 3 clusters Score -1.051814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -10518143.000000 Penalty: 13206.541992
	Iteration 52F: 3 clusters Score -1.051814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 89204 members 
Mstep: Class 4 contains 126128 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 21257 members 
Mstep: Class 7 contains 34766 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 7010 members 
Mstep: Class 10 contains 59057 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 88409 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 36191 members 
Mstep: Class 15 contains 82840 members 
Mstep: Class 16 contains 33395 members 
Mstep: Class 17 contains 146580 members 
Mstep: Class 18 contains 74727 members 
Mstep: Class 19 contains 40218 members 
Mstep: Class 20 contains 17603 members 
Mstep: Class 21 contains 109348 members 
Mstep: Class 22 contains 150353 members 
Mstep: Class 23 contains 16792 members 
Mstep: Class 24 contains 813 members 
Mstep: Class 25 contains 14696 members 
Entering Unmasked Estep 
Score: -272336864.000000 Penalty: 214562.796875
Splitting cluster 16 changes total score from -272294912.000000 to -272336864.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (146580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146580 members 
Entering Unmasked Estep 
Score: -33400630.000000 Penalty: 7285.887695
	Iteration 0F: 2 clusters Score -3.340063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -33313408.000000 Penalty: 14571.775391
	Iteration 0F: 3 clusters Score -3.331341e+07 nChanged 68242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -33351864.000000 Penalty: 14571.775391
	Iteration 1F: 3 clusters Score -3.335186e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -33353706.000000 Penalty: 14571.775391
	Iteration 2Q: 3 clusters Score -3.335371e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -33356180.000000 Penalty: 14571.775391
	Iteration 3Q: 3 clusters Score -3.335618e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -33359422.000000 Penalty: 14571.775391
	Iteration 4Q: 3 clusters Score -3.335942e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -33362912.000000 Penalty: 14571.775391
	Iteration 5Q: 3 clusters Score -3.336291e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -33366544.000000 Penalty: 14571.775391
	Iteration 6F: 3 clusters Score -3.336654e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -33370764.000000 Penalty: 14571.775391
	Iteration 7F: 3 clusters Score -3.337076e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -33374828.000000 Penalty: 14571.775391
	Iteration 8F: 3 clusters Score -3.337483e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -33378228.000000 Penalty: 14571.775391
	Iteration 9F: 3 clusters Score -3.337823e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -33381392.000000 Penalty: 14571.775391
	Iteration 10Q: 3 clusters Score -3.338139e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -33383804.000000 Penalty: 14571.775391
	Iteration 11Q: 3 clusters Score -3.33838e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -33385428.000000 Penalty: 14571.775391
	Iteration 12Q: 3 clusters Score -3.338543e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -33386482.000000 Penalty: 14571.775391
	Iteration 13Q: 3 clusters Score -3.338648e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -33387426.000000 Penalty: 14571.775391
	Iteration 14Q: 3 clusters Score -3.338743e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -33388138.000000 Penalty: 14571.775391
	Iteration 15Q: 3 clusters Score -3.338814e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -33389004.000000 Penalty: 14571.775391
	Iteration 16Q: 3 clusters Score -3.3389e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98071 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -33389770.000000 Penalty: 14571.775391
	Iteration 17Q: 3 clusters Score -3.338977e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -33390532.000000 Penalty: 14571.775391
	Iteration 18Q: 3 clusters Score -3.339053e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -33391366.000000 Penalty: 14571.775391
	Iteration 19Q: 3 clusters Score -3.339137e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106650 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -33392316.000000 Penalty: 14571.775391
	Iteration 20F: 3 clusters Score -3.339232e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109768 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -33393328.000000 Penalty: 14571.775391
	Iteration 21Q: 3 clusters Score -3.339333e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112912 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -33394440.000000 Penalty: 14571.775391
	Iteration 22Q: 3 clusters Score -3.339444e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116072 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -33395682.000000 Penalty: 14571.775391
	Iteration 23Q: 3 clusters Score -3.339568e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119242 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -33396400.000000 Penalty: 14571.775391
	Iteration 24Q: 3 clusters Score -3.33964e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122269 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -33396798.000000 Penalty: 14571.775391
	Iteration 25Q: 3 clusters Score -3.33968e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125045 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -33397048.000000 Penalty: 14571.775391
	Iteration 26Q: 3 clusters Score -3.339705e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127547 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -33397384.000000 Penalty: 14571.775391
	Iteration 27Q: 3 clusters Score -3.339738e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129676 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -33397570.000000 Penalty: 14571.775391
	Iteration 28Q: 3 clusters Score -3.339757e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131457 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -33397574.000000 Penalty: 14571.775391
	Iteration 29Q: 3 clusters Score -3.339757e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132967 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -33397590.000000 Penalty: 14571.775391
	Iteration 30Q: 3 clusters Score -3.339759e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134244 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -33397674.000000 Penalty: 14571.775391
	Iteration 31Q: 3 clusters Score -3.339767e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135288 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -33397716.000000 Penalty: 14571.775391
	Iteration 32Q: 3 clusters Score -3.339772e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136159 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -33397582.000000 Penalty: 14571.775391
	Iteration 33Q: 3 clusters Score -3.339758e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136862 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -33397552.000000 Penalty: 14571.775391
	Iteration 34Q: 3 clusters Score -3.339755e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137439 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -33397568.000000 Penalty: 14571.775391
	Iteration 35Q: 3 clusters Score -3.339757e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137943 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -33397666.000000 Penalty: 14571.775391
	Iteration 36Q: 3 clusters Score -3.339767e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138369 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -33397644.000000 Penalty: 14571.775391
	Iteration 37Q: 3 clusters Score -3.339764e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138733 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -33397578.000000 Penalty: 14571.775391
	Iteration 38Q: 3 clusters Score -3.339758e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139073 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -33397586.000000 Penalty: 14571.775391
	Iteration 39Q: 3 clusters Score -3.339759e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139384 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -33397640.000000 Penalty: 14571.775391
	Iteration 40F: 3 clusters Score -3.339764e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139618 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -33397638.000000 Penalty: 14571.775391
	Iteration 41Q: 3 clusters Score -3.339764e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139817 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -33397626.000000 Penalty: 14571.775391
	Iteration 42Q: 3 clusters Score -3.339763e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139977 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -33397670.000000 Penalty: 14571.775391
	Iteration 43Q: 3 clusters Score -3.339767e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140132 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -33397686.000000 Penalty: 14571.775391
	Iteration 44Q: 3 clusters Score -3.339769e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140251 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -33397698.000000 Penalty: 14571.775391
	Iteration 45Q: 3 clusters Score -3.33977e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140342 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -33397694.000000 Penalty: 14571.775391
	Iteration 46Q: 3 clusters Score -3.339769e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140443 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -33397646.000000 Penalty: 14571.775391
	Iteration 47Q: 3 clusters Score -3.339765e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140521 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -33397648.000000 Penalty: 14571.775391
	Iteration 48Q: 3 clusters Score -3.339765e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140586 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -33397696.000000 Penalty: 14571.775391
	Iteration 49Q: 3 clusters Score -3.33977e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140635 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -33397656.000000 Penalty: 14571.775391
	Iteration 50Q: 3 clusters Score -3.339766e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140684 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -33397672.000000 Penalty: 14571.775391
	Iteration 51Q: 3 clusters Score -3.339767e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140716 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -33397676.000000 Penalty: 14571.775391
	Iteration 52Q: 3 clusters Score -3.339768e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140762 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -33397666.000000 Penalty: 14571.775391
	Iteration 53Q: 3 clusters Score -3.339767e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140803 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -33397666.000000 Penalty: 14571.775391
	Iteration 54Q: 3 clusters Score -3.339767e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140843 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -33397666.000000 Penalty: 14571.775391
	Iteration 55Q: 3 clusters Score -3.339767e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -33397676.000000 Penalty: 14571.775391
	Iteration 56Q: 3 clusters Score -3.339768e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140935 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -33397662.000000 Penalty: 14571.775391
	Iteration 57Q: 3 clusters Score -3.339766e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140986 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -33397626.000000 Penalty: 14571.775391
	Iteration 58Q: 3 clusters Score -3.339763e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141039 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -33397632.000000 Penalty: 14571.775391
	Iteration 59Q: 3 clusters Score -3.339763e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141094 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -33397628.000000 Penalty: 14571.775391
	Iteration 60F: 3 clusters Score -3.339763e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141139 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -33397606.000000 Penalty: 14571.775391
	Iteration 61Q: 3 clusters Score -3.339761e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141186 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -33397632.000000 Penalty: 14571.775391
	Iteration 62Q: 3 clusters Score -3.339763e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141218 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -33397622.000000 Penalty: 14571.775391
	Iteration 63Q: 3 clusters Score -3.339762e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141255 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -33397600.000000 Penalty: 14571.775391
	Iteration 64Q: 3 clusters Score -3.33976e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141283 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -33397600.000000 Penalty: 14571.775391
	Iteration 65Q: 3 clusters Score -3.33976e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141319 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -33397610.000000 Penalty: 14571.775391
	Iteration 66Q: 3 clusters Score -3.339761e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141358 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -33397600.000000 Penalty: 14571.775391
	Iteration 67Q: 3 clusters Score -3.33976e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141391 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -33397578.000000 Penalty: 14571.775391
	Iteration 68Q: 3 clusters Score -3.339758e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141434 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -33397618.000000 Penalty: 14571.775391
	Iteration 69Q: 3 clusters Score -3.339762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141471 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -33397652.000000 Penalty: 14571.775391
	Iteration 70Q: 3 clusters Score -3.339765e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -33397656.000000 Penalty: 14571.775391
	Iteration 71Q: 3 clusters Score -3.339766e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141524 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -33397642.000000 Penalty: 14571.775391
	Iteration 72Q: 3 clusters Score -3.339764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141540 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -33397656.000000 Penalty: 14571.775391
	Iteration 73Q: 3 clusters Score -3.339766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141547 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -33397650.000000 Penalty: 14571.775391
	Iteration 74Q: 3 clusters Score -3.339765e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -33397642.000000 Penalty: 14571.775391
	Iteration 75Q: 3 clusters Score -3.339764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141568 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -33397640.000000 Penalty: 14571.775391
	Iteration 76Q: 3 clusters Score -3.339764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141579 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -33397650.000000 Penalty: 14571.775391
	Iteration 77Q: 3 clusters Score -3.339765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -33397642.000000 Penalty: 14571.775391
	Iteration 78Q: 3 clusters Score -3.339764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -33397632.000000 Penalty: 14571.775391
	Iteration 79Q: 3 clusters Score -3.339763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -33397634.000000 Penalty: 14571.775391
	Iteration 80F: 3 clusters Score -3.339763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -33397640.000000 Penalty: 14571.775391
	Iteration 81Q: 3 clusters Score -3.339764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141599 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -33397642.000000 Penalty: 14571.775391
	Iteration 82Q: 3 clusters Score -3.339764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141603 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -33397624.000000 Penalty: 14571.775391
	Iteration 83Q: 3 clusters Score -3.339762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141608 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -33397642.000000 Penalty: 14571.775391
	Iteration 84Q: 3 clusters Score -3.339764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141616 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -33397650.000000 Penalty: 14571.775391
	Iteration 85Q: 3 clusters Score -3.339765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141627 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -33397652.000000 Penalty: 14571.775391
	Iteration 86Q: 3 clusters Score -3.339765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -33397680.000000 Penalty: 14571.775391
	Iteration 87Q: 3 clusters Score -3.339768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141649 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -33397634.000000 Penalty: 14571.775391
	Iteration 88Q: 3 clusters Score -3.339763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141657 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -33397630.000000 Penalty: 14571.775391
	Iteration 89Q: 3 clusters Score -3.339763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141662 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -33397620.000000 Penalty: 14571.775391
	Iteration 90Q: 3 clusters Score -3.339762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141666 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -33397614.000000 Penalty: 14571.775391
	Iteration 91Q: 3 clusters Score -3.339761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141675 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -33397624.000000 Penalty: 14571.775391
	Iteration 92Q: 3 clusters Score -3.339762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141684 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -33397644.000000 Penalty: 14571.775391
	Iteration 93Q: 3 clusters Score -3.339764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141689 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -33397650.000000 Penalty: 14571.775391
	Iteration 94Q: 3 clusters Score -3.339765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141699 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -33397618.000000 Penalty: 14571.775391
	Iteration 95Q: 3 clusters Score -3.339762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141704 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -33397630.000000 Penalty: 14571.775391
	Iteration 96Q: 3 clusters Score -3.339763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141710 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -33397598.000000 Penalty: 14571.775391
	Iteration 97Q: 3 clusters Score -3.33976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -33397624.000000 Penalty: 14571.775391
	Iteration 98Q: 3 clusters Score -3.339762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -33397638.000000 Penalty: 14571.775391
	Iteration 99Q: 3 clusters Score -3.339764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141737 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -33397618.000000 Penalty: 14571.775391
	Iteration 100F: 3 clusters Score -3.339762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141747 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -33397626.000000 Penalty: 14571.775391
	Iteration 101Q: 3 clusters Score -3.339763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141756 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -33397580.000000 Penalty: 14571.775391
	Iteration 102Q: 3 clusters Score -3.339758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141757 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -33397582.000000 Penalty: 14571.775391
	Iteration 103Q: 3 clusters Score -3.339758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141760 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -33397590.000000 Penalty: 14571.775391
	Iteration 104Q: 3 clusters Score -3.339759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141762 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -33397594.000000 Penalty: 14571.775391
	Iteration 105Q: 3 clusters Score -3.339759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141767 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -33397592.000000 Penalty: 14571.775391
	Iteration 106Q: 3 clusters Score -3.339759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -33397612.000000 Penalty: 14571.775391
	Iteration 107Q: 3 clusters Score -3.339761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141769 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -33397588.000000 Penalty: 14571.775391
	Iteration 108Q: 3 clusters Score -3.339759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141775 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -33397580.000000 Penalty: 14571.775391
	Iteration 109Q: 3 clusters Score -3.339758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141781 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -33397594.000000 Penalty: 14571.775391
	Iteration 110Q: 3 clusters Score -3.339759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141783 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -33397568.000000 Penalty: 14571.775391
	Iteration 111Q: 3 clusters Score -3.339757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -33397588.000000 Penalty: 14571.775391
	Iteration 112Q: 3 clusters Score -3.339759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141792 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -33397576.000000 Penalty: 14571.775391
	Iteration 113Q: 3 clusters Score -3.339758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141794 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -33397588.000000 Penalty: 14571.775391
	Iteration 114Q: 3 clusters Score -3.339759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141796 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -33397584.000000 Penalty: 14571.775391
	Iteration 115Q: 3 clusters Score -3.339758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141796 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -33397580.000000 Penalty: 14571.775391
	Iteration 116Q: 3 clusters Score -3.339758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141796 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -33397580.000000 Penalty: 14571.775391
	Iteration 117F: 3 clusters Score -3.339758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (74727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Entering Unmasked Estep 
Score: -16223703.000000 Penalty: 6873.228027
	Iteration 0F: 2 clusters Score -1.62237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -16172565.000000 Penalty: 13746.456055
	Iteration 0F: 3 clusters Score -1.617256e+07 nChanged 33540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -16191354.000000 Penalty: 13746.456055
	Iteration 1F: 3 clusters Score -1.619135e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -16193163.000000 Penalty: 13746.456055
	Iteration 2F: 3 clusters Score -1.619316e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -16195606.000000 Penalty: 13746.456055
	Iteration 3F: 3 clusters Score -1.619561e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -16198580.000000 Penalty: 13746.456055
	Iteration 4F: 3 clusters Score -1.619858e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -16202054.000000 Penalty: 13746.456055
	Iteration 5F: 3 clusters Score -1.620205e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -16205558.000000 Penalty: 13746.456055
	Iteration 6F: 3 clusters Score -1.620556e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -16209021.000000 Penalty: 13746.456055
	Iteration 7F: 3 clusters Score -1.620902e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -16211995.000000 Penalty: 13746.456055
	Iteration 8F: 3 clusters Score -1.6212e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -16214532.000000 Penalty: 13746.456055
	Iteration 9Q: 3 clusters Score -1.621453e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -16216543.000000 Penalty: 13746.456055
	Iteration 10Q: 3 clusters Score -1.621654e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -16218139.000000 Penalty: 13746.456055
	Iteration 11Q: 3 clusters Score -1.621814e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -16219219.000000 Penalty: 13746.456055
	Iteration 12Q: 3 clusters Score -1.621922e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -16220244.000000 Penalty: 13746.456055
	Iteration 13Q: 3 clusters Score -1.622024e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -16220819.000000 Penalty: 13746.456055
	Iteration 14Q: 3 clusters Score -1.622082e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -16221391.000000 Penalty: 13746.456055
	Iteration 15Q: 3 clusters Score -1.622139e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -16221850.000000 Penalty: 13746.456055
	Iteration 16Q: 3 clusters Score -1.622185e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -16222285.000000 Penalty: 13746.456055
	Iteration 17Q: 3 clusters Score -1.622228e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -16222702.000000 Penalty: 13746.456055
	Iteration 18Q: 3 clusters Score -1.62227e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -16222982.000000 Penalty: 13746.456055
	Iteration 19Q: 3 clusters Score -1.622298e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -16223272.000000 Penalty: 13746.456055
	Iteration 20F: 3 clusters Score -1.622327e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -16223535.000000 Penalty: 13746.456055
	Iteration 21Q: 3 clusters Score -1.622354e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -16223855.000000 Penalty: 13746.456055
	Iteration 22Q: 3 clusters Score -1.622386e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -16224026.000000 Penalty: 13746.456055
	Iteration 23Q: 3 clusters Score -1.622403e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -16224143.000000 Penalty: 13746.456055
	Iteration 24Q: 3 clusters Score -1.622414e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -16224236.000000 Penalty: 13746.456055
	Iteration 25Q: 3 clusters Score -1.622424e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -16224371.000000 Penalty: 13746.456055
	Iteration 26Q: 3 clusters Score -1.622437e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -16224526.000000 Penalty: 13746.456055
	Iteration 27Q: 3 clusters Score -1.622453e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -16224568.000000 Penalty: 13746.456055
	Iteration 28Q: 3 clusters Score -1.622457e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -16224637.000000 Penalty: 13746.456055
	Iteration 29Q: 3 clusters Score -1.622464e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -16224725.000000 Penalty: 13746.456055
	Iteration 30Q: 3 clusters Score -1.622472e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -16224841.000000 Penalty: 13746.456055
	Iteration 31Q: 3 clusters Score -1.622484e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -16224978.000000 Penalty: 13746.456055
	Iteration 32Q: 3 clusters Score -1.622498e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -16224959.000000 Penalty: 13746.456055
	Iteration 33Q: 3 clusters Score -1.622496e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -16225010.000000 Penalty: 13746.456055
	Iteration 34Q: 3 clusters Score -1.622501e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -16225033.000000 Penalty: 13746.456055
	Iteration 35Q: 3 clusters Score -1.622503e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -16225010.000000 Penalty: 13746.456055
	Iteration 36Q: 3 clusters Score -1.622501e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -16225052.000000 Penalty: 13746.456055
	Iteration 37Q: 3 clusters Score -1.622505e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -16225051.000000 Penalty: 13746.456055
	Iteration 38Q: 3 clusters Score -1.622505e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -16225054.000000 Penalty: 13746.456055
	Iteration 39Q: 3 clusters Score -1.622505e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -16225089.000000 Penalty: 13746.456055
	Iteration 40F: 3 clusters Score -1.622509e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -16225103.000000 Penalty: 13746.456055
	Iteration 41Q: 3 clusters Score -1.62251e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -16225086.000000 Penalty: 13746.456055
	Iteration 42Q: 3 clusters Score -1.622509e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -16225116.000000 Penalty: 13746.456055
	Iteration 43Q: 3 clusters Score -1.622512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -16225100.000000 Penalty: 13746.456055
	Iteration 44Q: 3 clusters Score -1.62251e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -16225106.000000 Penalty: 13746.456055
	Iteration 45Q: 3 clusters Score -1.622511e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -16225103.000000 Penalty: 13746.456055
	Iteration 46Q: 3 clusters Score -1.62251e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -16225091.000000 Penalty: 13746.456055
	Iteration 47Q: 3 clusters Score -1.622509e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -16225116.000000 Penalty: 13746.456055
	Iteration 48Q: 3 clusters Score -1.622512e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -16225101.000000 Penalty: 13746.456055
	Iteration 49Q: 3 clusters Score -1.62251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -16225142.000000 Penalty: 13746.456055
	Iteration 50Q: 3 clusters Score -1.622514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -16225147.000000 Penalty: 13746.456055
	Iteration 51Q: 3 clusters Score -1.622515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -16225135.000000 Penalty: 13746.456055
	Iteration 52Q: 3 clusters Score -1.622514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -16225138.000000 Penalty: 13746.456055
	Iteration 53Q: 3 clusters Score -1.622514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -16225125.000000 Penalty: 13746.456055
	Iteration 54Q: 3 clusters Score -1.622512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -16225149.000000 Penalty: 13746.456055
	Iteration 55Q: 3 clusters Score -1.622515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -16225129.000000 Penalty: 13746.456055
	Iteration 56Q: 3 clusters Score -1.622513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -16225141.000000 Penalty: 13746.456055
	Iteration 57Q: 3 clusters Score -1.622514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -16225132.000000 Penalty: 13746.456055
	Iteration 58Q: 3 clusters Score -1.622513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -16225138.000000 Penalty: 13746.456055
	Iteration 59Q: 3 clusters Score -1.622514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -16225135.000000 Penalty: 13746.456055
	Iteration 60F: 3 clusters Score -1.622514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -16225144.000000 Penalty: 13746.456055
	Iteration 61Q: 3 clusters Score -1.622514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -16225144.000000 Penalty: 13746.456055
	Iteration 62F: 3 clusters Score -1.622514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 89204 members 
Mstep: Class 4 contains 126128 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 21257 members 
Mstep: Class 7 contains 34766 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 7010 members 
Mstep: Class 10 contains 59057 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 88409 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 36191 members 
Mstep: Class 15 contains 82840 members 
Mstep: Class 16 contains 33395 members 
Mstep: Class 17 contains 146580 members 
Mstep: Class 18 contains 43943 members 
Mstep: Class 19 contains 40218 members 
Mstep: Class 20 contains 17603 members 
Mstep: Class 21 contains 109348 members 
Mstep: Class 22 contains 150353 members 
Mstep: Class 23 contains 16792 members 
Mstep: Class 24 contains 813 members 
Mstep: Class 25 contains 14696 members 
Mstep: Class 26 contains 30784 members 
Entering Unmasked Estep 
Score: -272338144.000000 Penalty: 223145.312500
Splitting cluster 18 changes total score from -272294912.000000 to -272338144.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -8877233.000000 Penalty: 6493.767578
	Iteration 0F: 2 clusters Score -8877233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -8848063.000000 Penalty: 12987.535156
	Iteration 0F: 3 clusters Score -8848063 nChanged 17208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -8857422.000000 Penalty: 12987.535156
	Iteration 1F: 3 clusters Score -8857422 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -8858586.000000 Penalty: 12987.535156
	Iteration 2F: 3 clusters Score -8858586 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -8859691.000000 Penalty: 12987.535156
	Iteration 3F: 3 clusters Score -8859691 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -8860815.000000 Penalty: 12987.535156
	Iteration 4Q: 3 clusters Score -8860815 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -8862046.000000 Penalty: 12987.535156
	Iteration 5F: 3 clusters Score -8862046 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -8863301.000000 Penalty: 12987.535156
	Iteration 6F: 3 clusters Score -8863301 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -8864396.000000 Penalty: 12987.535156
	Iteration 7F: 3 clusters Score -8864396 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -8865258.000000 Penalty: 12987.535156
	Iteration 8Q: 3 clusters Score -8865258 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -8865898.000000 Penalty: 12987.535156
	Iteration 9Q: 3 clusters Score -8865898 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -8866401.000000 Penalty: 12987.535156
	Iteration 10Q: 3 clusters Score -8866401 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -8866709.000000 Penalty: 12987.535156
	Iteration 11Q: 3 clusters Score -8866709 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -8866983.000000 Penalty: 12987.535156
	Iteration 12Q: 3 clusters Score -8866983 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -8867212.000000 Penalty: 12987.535156
	Iteration 13Q: 3 clusters Score -8867212 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -8867385.000000 Penalty: 12987.535156
	Iteration 14Q: 3 clusters Score -8867385 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -8867577.000000 Penalty: 12987.535156
	Iteration 15Q: 3 clusters Score -8867577 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -8867753.000000 Penalty: 12987.535156
	Iteration 16Q: 3 clusters Score -8867753 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -8867936.000000 Penalty: 12987.535156
	Iteration 17Q: 3 clusters Score -8867936 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -8868048.000000 Penalty: 12987.535156
	Iteration 18Q: 3 clusters Score -8868048 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -8868202.000000 Penalty: 12987.535156
	Iteration 19Q: 3 clusters Score -8868202 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -8868368.000000 Penalty: 12987.535156
	Iteration 20F: 3 clusters Score -8868368 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -8868514.000000 Penalty: 12987.535156
	Iteration 21Q: 3 clusters Score -8868514 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -8868702.000000 Penalty: 12987.535156
	Iteration 22Q: 3 clusters Score -8868702 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -8868855.000000 Penalty: 12987.535156
	Iteration 23Q: 3 clusters Score -8868855 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -8869048.000000 Penalty: 12987.535156
	Iteration 24Q: 3 clusters Score -8869048 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -8869237.000000 Penalty: 12987.535156
	Iteration 25Q: 3 clusters Score -8869237 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -8869445.000000 Penalty: 12987.535156
	Iteration 26Q: 3 clusters Score -8869445 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -8869630.000000 Penalty: 12987.535156
	Iteration 27Q: 3 clusters Score -8869630 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -8869765.000000 Penalty: 12987.535156
	Iteration 28Q: 3 clusters Score -8869765 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -8869927.000000 Penalty: 12987.535156
	Iteration 29Q: 3 clusters Score -8869927 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -8870122.000000 Penalty: 12987.535156
	Iteration 30Q: 3 clusters Score -8870122 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -8870252.000000 Penalty: 12987.535156
	Iteration 31Q: 3 clusters Score -8870252 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -8870410.000000 Penalty: 12987.535156
	Iteration 32Q: 3 clusters Score -8870410 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -8870572.000000 Penalty: 12987.535156
	Iteration 33Q: 3 clusters Score -8870572 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -8870669.000000 Penalty: 12987.535156
	Iteration 34Q: 3 clusters Score -8870669 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -8870754.000000 Penalty: 12987.535156
	Iteration 35Q: 3 clusters Score -8870754 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -8870838.000000 Penalty: 12987.535156
	Iteration 36Q: 3 clusters Score -8870838 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -8870897.000000 Penalty: 12987.535156
	Iteration 37Q: 3 clusters Score -8870897 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -8870979.000000 Penalty: 12987.535156
	Iteration 38Q: 3 clusters Score -8870979 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -8871012.000000 Penalty: 12987.535156
	Iteration 39Q: 3 clusters Score -8871012 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -8871098.000000 Penalty: 12987.535156
	Iteration 40F: 3 clusters Score -8871098 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -8871190.000000 Penalty: 12987.535156
	Iteration 41Q: 3 clusters Score -8871190 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -8871238.000000 Penalty: 12987.535156
	Iteration 42Q: 3 clusters Score -8871238 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -8871288.000000 Penalty: 12987.535156
	Iteration 43Q: 3 clusters Score -8871288 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -8871342.000000 Penalty: 12987.535156
	Iteration 44Q: 3 clusters Score -8871342 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -8871424.000000 Penalty: 12987.535156
	Iteration 45Q: 3 clusters Score -8871424 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -8871492.000000 Penalty: 12987.535156
	Iteration 46Q: 3 clusters Score -8871492 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -8871564.000000 Penalty: 12987.535156
	Iteration 47Q: 3 clusters Score -8871564 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -8871605.000000 Penalty: 12987.535156
	Iteration 48Q: 3 clusters Score -8871605 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -8871707.000000 Penalty: 12987.535156
	Iteration 49Q: 3 clusters Score -8871707 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8871791 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8871939 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8871995 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8872063 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -8872108.000000 Penalty: 12987.535156
	Iteration 55Q: 3 clusters Score -8872108 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -8872161.000000 Penalty: 12987.535156
	Iteration 56Q: 3 clusters Score -8872161 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -8872204.000000 Penalty: 12987.535156
	Iteration 57Q: 3 clusters Score -8872204 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -8872224.000000 Penalty: 12987.535156
	Iteration 58Q: 3 clusters Score -8872224 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -8872313.000000 Penalty: 12987.535156
	Iteration 59Q: 3 clusters Score -8872313 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8872351 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8872389 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -8872420.000000 Penalty: 12987.535156
	Iteration 62Q: 3 clusters Score -8872420 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8872445 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -8872455.000000 Penalty: 12987.535156
	Iteration 64Q: 3 clusters Score -8872455 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -8872486.000000 Penalty: 12987.535156
	Iteration 65Q: 3 clusters Score -8872486 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -8872533.000000 Penalty: 12987.535156
	Iteration 66Q: 3 clusters Score -8872533 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -8872554.000000 Penalty: 12987.535156
	Iteration 67Q: 3 clusters Score -8872554 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8872556 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -8872559.000000 Penalty: 12987.535156
	Iteration 69Q: 3 clusters Score -8872559 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8872574 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -8872603.000000 Penalty: 12987.535156
	Iteration 71Q: 3 clusters Score -8872603 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -8872611.000000 Penalty: 12987.535156
	Iteration 72Q: 3 clusters Score -8872611 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -8872615.000000 Penalty: 12987.535156
	Iteration 73Q: 3 clusters Score -8872615 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -8872646.000000 Penalty: 12987.535156
	Iteration 74Q: 3 clusters Score -8872646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -8872644.000000 Penalty: 12987.535156
	Iteration 75Q: 3 clusters Score -8872644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -8872640.000000 Penalty: 12987.535156
	Iteration 76Q: 3 clusters Score -8872640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -8872641.000000 Penalty: 12987.535156
	Iteration 77Q: 3 clusters Score -8872641 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -8872659.000000 Penalty: 12987.535156
	Iteration 78Q: 3 clusters Score -8872659 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -8872673.000000 Penalty: 12987.535156
	Iteration 79Q: 3 clusters Score -8872673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -8872688.000000 Penalty: 12987.535156
	Iteration 80F: 3 clusters Score -8872688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -8872676.000000 Penalty: 12987.535156
	Iteration 81Q: 3 clusters Score -8872676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -8872685.000000 Penalty: 12987.535156
	Iteration 82Q: 3 clusters Score -8872685 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -8872714.000000 Penalty: 12987.535156
	Iteration 83Q: 3 clusters Score -8872714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -8872717.000000 Penalty: 12987.535156
	Iteration 84Q: 3 clusters Score -8872717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -8872722.000000 Penalty: 12987.535156
	Iteration 85Q: 3 clusters Score -8872722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -8872717.000000 Penalty: 12987.535156
	Iteration 86Q: 3 clusters Score -8872717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -8872724.000000 Penalty: 12987.535156
	Iteration 87Q: 3 clusters Score -8872724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -8872734.000000 Penalty: 12987.535156
	Iteration 88Q: 3 clusters Score -8872734 nChanged 51
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: -8872739.000000 Penalty: 12987.535156
	Iteration 89Q: 3 clusters Score -8872739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -8872742.000000 Penalty: 12987.535156
	Iteration 90Q: 3 clusters Score -8872742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -8872756.000000 Penalty: 12987.535156
	Iteration 91Q: 3 clusters Score -8872756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -8872752.000000 Penalty: 12987.535156
	Iteration 92Q: 3 clusters Score -8872752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -8872751.000000 Penalty: 12987.535156
	Iteration 93Q: 3 clusters Score -8872751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -8872762.000000 Penalty: 12987.535156
	Iteration 94Q: 3 clusters Score -8872762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -8872766.000000 Penalty: 12987.535156
	Iteration 95Q: 3 clusters Score -8872766 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8872756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -8872766.000000 Penalty: 12987.535156
	Iteration 97Q: 3 clusters Score -8872766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -8872764.000000 Penalty: 12987.535156
	Iteration 98Q: 3 clusters Score -8872764 nChanged 42
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Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -8872783.000000 Penalty: 12987.535156
	Iteration 99Q: 3 clusters Score -8872783 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -8872794.000000 Penalty: 12987.535156
	Iteration 100F: 3 clusters Score -8872794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -8872805.000000 Penalty: 12987.535156
	Iteration 101Q: 3 clusters Score -8872805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -8872813.000000 Penalty: 12987.535156
	Iteration 102Q: 3 clusters Score -8872813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -8872802.000000 Penalty: 12987.535156
	Iteration 103Q: 3 clusters Score -8872802 nChanged 50
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Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -8872789.000000 Penalty: 12987.535156
	Iteration 104Q: 3 clusters Score -8872789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -8872813.000000 Penalty: 12987.535156
	Iteration 105Q: 3 clusters Score -8872813 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -8872827.000000 Penalty: 12987.535156
	Iteration 106Q: 3 clusters Score -8872827 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -8872818.000000 Penalty: 12987.535156
	Iteration 107Q: 3 clusters Score -8872818 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -8872841.000000 Penalty: 12987.535156
	Iteration 108Q: 3 clusters Score -8872841 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -8872859.000000 Penalty: 12987.535156
	Iteration 109Q: 3 clusters Score -8872859 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -8872876.000000 Penalty: 12987.535156
	Iteration 110Q: 3 clusters Score -8872876 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -8872872.000000 Penalty: 12987.535156
	Iteration 111Q: 3 clusters Score -8872872 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -8872888.000000 Penalty: 12987.535156
	Iteration 112Q: 3 clusters Score -8872888 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8872889 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -8872891.000000 Penalty: 12987.535156
	Iteration 114Q: 3 clusters Score -8872891 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -8872885.000000 Penalty: 12987.535156
	Iteration 115Q: 3 clusters Score -8872885 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -8872892.000000 Penalty: 12987.535156
	Iteration 116Q: 3 clusters Score -8872892 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8872893 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -8872911.000000 Penalty: 12987.535156
	Iteration 118Q: 3 clusters Score -8872911 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -8872902.000000 Penalty: 12987.535156
	Iteration 119Q: 3 clusters Score -8872902 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -8872925.000000 Penalty: 12987.535156
	Iteration 120F: 3 clusters Score -8872925 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -8872923.000000 Penalty: 12987.535156
	Iteration 121Q: 3 clusters Score -8872923 nChanged 35
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Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -8872929.000000 Penalty: 12987.535156
	Iteration 122Q: 3 clusters Score -8872929 nChanged 38
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Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -8872935.000000 Penalty: 12987.535156
	Iteration 123Q: 3 clusters Score -8872935 nChanged 42
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Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -8872937.000000 Penalty: 12987.535156
	Iteration 124Q: 3 clusters Score -8872937 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8872935 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -8872960.000000 Penalty: 12987.535156
	Iteration 126Q: 3 clusters Score -8872960 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -8872956.000000 Penalty: 12987.535156
	Iteration 127Q: 3 clusters Score -8872956 nChanged 46
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Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -8872965.000000 Penalty: 12987.535156
	Iteration 128Q: 3 clusters Score -8872965 nChanged 41
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Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8872974 nChanged 34
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Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -8872970.000000 Penalty: 12987.535156
	Iteration 130Q: 3 clusters Score -8872970 nChanged 44
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Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -8873010.000000 Penalty: 12987.535156
	Iteration 131Q: 3 clusters Score -8873010 nChanged 44
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Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -8873027.000000 Penalty: 12987.535156
	Iteration 132Q: 3 clusters Score -8873027 nChanged 50
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Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -8873015.000000 Penalty: 12987.535156
	Iteration 133Q: 3 clusters Score -8873015 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8872999 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -8873031.000000 Penalty: 12987.535156
	Iteration 135Q: 3 clusters Score -8873031 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -8873042.000000 Penalty: 12987.535156
	Iteration 136Q: 3 clusters Score -8873042 nChanged 42
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Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -8873058.000000 Penalty: 12987.535156
	Iteration 137Q: 3 clusters Score -8873058 nChanged 42
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Entering Unmasked Estep 
Score: -8873040.000000 Penalty: 12987.535156
	Iteration 138Q: 3 clusters Score -8873040 nChanged 46
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Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8873051 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -8873068.000000 Penalty: 12987.535156
	Iteration 140F: 3 clusters Score -8873068 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8873071.000000 Penalty: 12987.535156
	Iteration 141Q: 3 clusters Score -8873071 nChanged 24
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Mstep: Class 1 contains 31866 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8873069 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -8873079.000000 Penalty: 12987.535156
	Iteration 143Q: 3 clusters Score -8873079 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8873083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -8873075.000000 Penalty: 12987.535156
	Iteration 145Q: 3 clusters Score -8873075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -8873078.000000 Penalty: 12987.535156
	Iteration 146Q: 3 clusters Score -8873078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -8873083.000000 Penalty: 12987.535156
	Iteration 147Q: 3 clusters Score -8873083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -8873067.000000 Penalty: 12987.535156
	Iteration 148Q: 3 clusters Score -8873067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -8873074.000000 Penalty: 12987.535156
	Iteration 149Q: 3 clusters Score -8873074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -8873092.000000 Penalty: 12987.535156
	Iteration 150Q: 3 clusters Score -8873092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -8873079.000000 Penalty: 12987.535156
	Iteration 151Q: 3 clusters Score -8873079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -8873073.000000 Penalty: 12987.535156
	Iteration 152Q: 3 clusters Score -8873073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -8873080.000000 Penalty: 12987.535156
	Iteration 153Q: 3 clusters Score -8873080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -8873079.000000 Penalty: 12987.535156
	Iteration 154Q: 3 clusters Score -8873079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -8873083.000000 Penalty: 12987.535156
	Iteration 155Q: 3 clusters Score -8873083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -8873087.000000 Penalty: 12987.535156
	Iteration 156Q: 3 clusters Score -8873087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -8873100.000000 Penalty: 12987.535156
	Iteration 157Q: 3 clusters Score -8873100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -8873086.000000 Penalty: 12987.535156
	Iteration 158Q: 3 clusters Score -8873086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -8873091.000000 Penalty: 12987.535156
	Iteration 159Q: 3 clusters Score -8873091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -8873097.000000 Penalty: 12987.535156
	Iteration 160F: 3 clusters Score -8873097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -8873100.000000 Penalty: 12987.535156
	Iteration 161Q: 3 clusters Score -8873100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -8873106.000000 Penalty: 12987.535156
	Iteration 162Q: 3 clusters Score -8873106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -8873103.000000 Penalty: 12987.535156
	Iteration 163Q: 3 clusters Score -8873103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -8873106.000000 Penalty: 12987.535156
	Iteration 164Q: 3 clusters Score -8873106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -8873110.000000 Penalty: 12987.535156
	Iteration 165Q: 3 clusters Score -8873110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -8873106.000000 Penalty: 12987.535156
	Iteration 166Q: 3 clusters Score -8873106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -8873099.000000 Penalty: 12987.535156
	Iteration 167Q: 3 clusters Score -8873099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -8873104.000000 Penalty: 12987.535156
	Iteration 168Q: 3 clusters Score -8873104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -8873102.000000 Penalty: 12987.535156
	Iteration 169Q: 3 clusters Score -8873102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -8873109.000000 Penalty: 12987.535156
	Iteration 170Q: 3 clusters Score -8873109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -8873097.000000 Penalty: 12987.535156
	Iteration 171Q: 3 clusters Score -8873097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -8873120.000000 Penalty: 12987.535156
	Iteration 172Q: 3 clusters Score -8873120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -8873110.000000 Penalty: 12987.535156
	Iteration 173Q: 3 clusters Score -8873110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -8873123.000000 Penalty: 12987.535156
	Iteration 174Q: 3 clusters Score -8873123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -8873125.000000 Penalty: 12987.535156
	Iteration 175Q: 3 clusters Score -8873125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -8873119.000000 Penalty: 12987.535156
	Iteration 176Q: 3 clusters Score -8873119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -8873113.000000 Penalty: 12987.535156
	Iteration 177Q: 3 clusters Score -8873113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -8873127.000000 Penalty: 12987.535156
	Iteration 178Q: 3 clusters Score -8873127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -8873117.000000 Penalty: 12987.535156
	Iteration 179Q: 3 clusters Score -8873117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -8873127.000000 Penalty: 12987.535156
	Iteration 180F: 3 clusters Score -8873127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -8873123.000000 Penalty: 12987.535156
	Iteration 181Q: 3 clusters Score -8873123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -8873115.000000 Penalty: 12987.535156
	Iteration 182Q: 3 clusters Score -8873115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -8873117.000000 Penalty: 12987.535156
	Iteration 183Q: 3 clusters Score -8873117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -8873122.000000 Penalty: 12987.535156
	Iteration 184Q: 3 clusters Score -8873122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -8873131.000000 Penalty: 12987.535156
	Iteration 185Q: 3 clusters Score -8873131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -8873132.000000 Penalty: 12987.535156
	Iteration 186Q: 3 clusters Score -8873132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -8873124.000000 Penalty: 12987.535156
	Iteration 187Q: 3 clusters Score -8873124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -8873135.000000 Penalty: 12987.535156
	Iteration 188Q: 3 clusters Score -8873135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -8873129.000000 Penalty: 12987.535156
	Iteration 189Q: 3 clusters Score -8873129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -8873135.000000 Penalty: 12987.535156
	Iteration 190Q: 3 clusters Score -8873135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -8873138.000000 Penalty: 12987.535156
	Iteration 191Q: 3 clusters Score -8873138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -8873148.000000 Penalty: 12987.535156
	Iteration 192Q: 3 clusters Score -8873148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -8873131.000000 Penalty: 12987.535156
	Iteration 193Q: 3 clusters Score -8873131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -8873143.000000 Penalty: 12987.535156
	Iteration 194Q: 3 clusters Score -8873143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -8873144.000000 Penalty: 12987.535156
	Iteration 195Q: 3 clusters Score -8873144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -8873140.000000 Penalty: 12987.535156
	Iteration 196Q: 3 clusters Score -8873140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -8873137.000000 Penalty: 12987.535156
	Iteration 197Q: 3 clusters Score -8873137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -8873132.000000 Penalty: 12987.535156
	Iteration 198Q: 3 clusters Score -8873132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -8873133.000000 Penalty: 12987.535156
	Iteration 199Q: 3 clusters Score -8873133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -8873146.000000 Penalty: 12987.535156
	Iteration 200F: 3 clusters Score -8873146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -8873157.000000 Penalty: 12987.535156
	Iteration 201Q: 3 clusters Score -8873157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -8873155.000000 Penalty: 12987.535156
	Iteration 202Q: 3 clusters Score -8873155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -8873164.000000 Penalty: 12987.535156
	Iteration 203Q: 3 clusters Score -8873164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -8873165.000000 Penalty: 12987.535156
	Iteration 204Q: 3 clusters Score -8873165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -8873159.000000 Penalty: 12987.535156
	Iteration 205Q: 3 clusters Score -8873159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -8873179.000000 Penalty: 12987.535156
	Iteration 206Q: 3 clusters Score -8873179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -8873166.000000 Penalty: 12987.535156
	Iteration 207Q: 3 clusters Score -8873166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -8873174.000000 Penalty: 12987.535156
	Iteration 208Q: 3 clusters Score -8873174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -8873171.000000 Penalty: 12987.535156
	Iteration 209Q: 3 clusters Score -8873171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -8873170.000000 Penalty: 12987.535156
	Iteration 210Q: 3 clusters Score -8873170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -8873170.000000 Penalty: 12987.535156
	Iteration 211F: 3 clusters Score -8873170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 89204 members 
Mstep: Class 4 contains 126128 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 21257 members 
Mstep: Class 7 contains 34766 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 7010 members 
Mstep: Class 10 contains 59057 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 88409 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 36191 members 
Mstep: Class 16 contains 33395 members 
Mstep: Class 17 contains 146580 members 
Mstep: Class 18 contains 43943 members 
Mstep: Class 19 contains 40218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272358720.000000 Penalty: 223145.312500
Iteration 39Q: 27 clusters Score -2.723587e+08 nChanged 38528
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 21449 members 
Mstep: Class 3 contains 87593 members 
Mstep: Class 4 contains 125682 members 
Mstep: Class 5 contains 9629 members 
Mstep: Class 6 contains 20978 members 
Mstep: Class 7 contains 35463 members 
Mstep: Class 8 contains 7841 members 
Mstep: Class 9 contains 7149 members 
Mstep: Class 10 contains 60486 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 88235 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 35977 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 34040 members 
Mstep: Class 17 contains 148626 members 
Mstep: Class 18 contains 45680 members 
Mstep: Class 19 contains 40630 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 106071 members 
Mstep: Class 22 contains 145480 members 
Mstep: Class 23 contains 16602 members 
Mstep: Class 24 contains 835 members 
Mstep: Class 25 contains 14730 members 
Mstep: Class 26 contains 29057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272380032.000000 Penalty: 223145.312500
Iteration 40F: 27 clusters Score -2.7238e+08 nChanged 29958
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 21187 members 
Mstep: Class 3 contains 85533 members 
Mstep: Class 4 contains 125052 members 
Mstep: Class 5 contains 9873 members 
Mstep: Class 6 contains 19986 members 
Mstep: Class 7 contains 35342 members 
Mstep: Class 8 contains 8055 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 60163 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 88235 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 35269 members 
Mstep: Class 15 contains 91183 members 
Mstep: Class 16 contains 32934 members 
Mstep: Class 17 contains 147537 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 39693 members 
Mstep: Class 20 contains 17060 members 
Mstep: Class 21 contains 106333 members 
Mstep: Class 22 contains 143488 members 
Mstep: Class 23 contains 17306 members 
Mstep: Class 24 contains 878 members 
Mstep: Class 25 contains 15770 members 
Mstep: Class 26 contains 30752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272392800.000000 Penalty: 223145.312500
Iteration 41Q: 27 clusters Score -2.723928e+08 nChanged 18894
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 21203 members 
Mstep: Class 3 contains 84015 members 
Mstep: Class 4 contains 124571 members 
Mstep: Class 5 contains 10218 members 
Mstep: Class 6 contains 19249 members 
Mstep: Class 7 contains 35545 members 
Mstep: Class 8 contains 8225 members 
Mstep: Class 9 contains 7295 members 
Mstep: Class 10 contains 60048 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 88358 members 
Mstep: Class 13 contains 1270 members 
Mstep: Class 14 contains 34697 members 
Mstep: Class 15 contains 94389 members 
Mstep: Class 16 contains 32506 members 
Mstep: Class 17 contains 146910 members 
Mstep: Class 18 contains 47453 members 
Mstep: Class 19 contains 39132 members 
Mstep: Class 20 contains 17061 members 
Mstep: Class 21 contains 105645 members 
Mstep: Class 22 contains 141509 members 
Mstep: Class 23 contains 17673 members 
Mstep: Class 24 contains 889 members 
Mstep: Class 25 contains 16489 members 
Mstep: Class 26 contains 31811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272400288.000000 Penalty: 223145.312500
Iteration 42Q: 27 clusters Score -2.724003e+08 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 21225 members 
Mstep: Class 3 contains 82831 members 
Mstep: Class 4 contains 124192 members 
Mstep: Class 5 contains 10566 members 
Mstep: Class 6 contains 18669 members 
Mstep: Class 7 contains 35823 members 
Mstep: Class 8 contains 8364 members 
Mstep: Class 9 contains 7317 members 
Mstep: Class 10 contains 60072 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 88531 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 34232 members 
Mstep: Class 15 contains 96971 members 
Mstep: Class 16 contains 32255 members 
Mstep: Class 17 contains 146424 members 
Mstep: Class 18 contains 48111 members 
Mstep: Class 19 contains 38684 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 104848 members 
Mstep: Class 22 contains 139724 members 
Mstep: Class 23 contains 17858 members 
Mstep: Class 24 contains 895 members 
Mstep: Class 25 contains 17067 members 
Mstep: Class 26 contains 32624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272405088.000000 Penalty: 223145.312500
Iteration 43Q: 27 clusters Score -2.724051e+08 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 21270 members 
Mstep: Class 3 contains 81825 members 
Mstep: Class 4 contains 123870 members 
Mstep: Class 5 contains 10939 members 
Mstep: Class 6 contains 18150 members 
Mstep: Class 7 contains 36132 members 
Mstep: Class 8 contains 8524 members 
Mstep: Class 9 contains 7355 members 
Mstep: Class 10 contains 60148 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 88726 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 33732 members 
Mstep: Class 15 contains 99029 members 
Mstep: Class 16 contains 32134 members 
Mstep: Class 17 contains 146158 members 
Mstep: Class 18 contains 48613 members 
Mstep: Class 19 contains 38362 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 104087 members 
Mstep: Class 22 contains 138125 members 
Mstep: Class 23 contains 17998 members 
Mstep: Class 24 contains 898 members 
Mstep: Class 25 contains 17481 members 
Mstep: Class 26 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272408384.000000 Penalty: 223145.312500
Iteration 44Q: 27 clusters Score -2.724084e+08 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 21300 members 
Mstep: Class 3 contains 80981 members 
Mstep: Class 4 contains 123614 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 17733 members 
Mstep: Class 7 contains 36453 members 
Mstep: Class 8 contains 8654 members 
Mstep: Class 9 contains 7391 members 
Mstep: Class 10 contains 60231 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 88897 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 33256 members 
Mstep: Class 15 contains 100699 members 
Mstep: Class 16 contains 32065 members 
Mstep: Class 17 contains 145975 members 
Mstep: Class 18 contains 48964 members 
Mstep: Class 19 contains 38120 members 
Mstep: Class 20 contains 17086 members 
Mstep: Class 21 contains 103381 members 
Mstep: Class 22 contains 136791 members 
Mstep: Class 23 contains 18099 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 17807 members 
Mstep: Class 26 contains 33846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272410912.000000 Penalty: 223145.312500
Iteration 45Q: 27 clusters Score -2.724109e+08 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 21357 members 
Mstep: Class 3 contains 80283 members 
Mstep: Class 4 contains 123397 members 
Mstep: Class 5 contains 11650 members 
Mstep: Class 6 contains 17381 members 
Mstep: Class 7 contains 36758 members 
Mstep: Class 8 contains 8772 members 
Mstep: Class 9 contains 7410 members 
Mstep: Class 10 contains 60339 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 89020 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 32838 members 
Mstep: Class 15 contains 102096 members 
Mstep: Class 16 contains 32074 members 
Mstep: Class 17 contains 145823 members 
Mstep: Class 18 contains 49282 members 
Mstep: Class 19 contains 37912 members 
Mstep: Class 20 contains 17083 members 
Mstep: Class 21 contains 102746 members 
Mstep: Class 22 contains 135647 members 
Mstep: Class 23 contains 18152 members 
Mstep: Class 24 contains 898 members 
Mstep: Class 25 contains 18071 members 
Mstep: Class 26 contains 34286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272413856.000000 Penalty: 223145.312500
Iteration 46Q: 27 clusters Score -2.724139e+08 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 79723 members 
Mstep: Class 4 contains 123217 members 
Mstep: Class 5 contains 11953 members 
Mstep: Class 6 contains 17104 members 
Mstep: Class 7 contains 37043 members 
Mstep: Class 8 contains 8854 members 
Mstep: Class 9 contains 7439 members 
Mstep: Class 10 contains 60479 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 89122 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 32385 members 
Mstep: Class 15 contains 103247 members 
Mstep: Class 16 contains 32100 members 
Mstep: Class 17 contains 145781 members 
Mstep: Class 18 contains 49511 members 
Mstep: Class 19 contains 37743 members 
Mstep: Class 20 contains 17069 members 
Mstep: Class 21 contains 102208 members 
Mstep: Class 22 contains 134702 members 
Mstep: Class 23 contains 18185 members 
Mstep: Class 24 contains 898 members 
Mstep: Class 25 contains 18293 members 
Mstep: Class 26 contains 34614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272415392.000000 Penalty: 223145.312500
Iteration 47Q: 27 clusters Score -2.724154e+08 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 21476 members 
Mstep: Class 3 contains 79210 members 
Mstep: Class 4 contains 123056 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 37337 members 
Mstep: Class 8 contains 8920 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 60653 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 89218 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 31942 members 
Mstep: Class 15 contains 104234 members 
Mstep: Class 16 contains 32143 members 
Mstep: Class 17 contains 145749 members 
Mstep: Class 18 contains 49756 members 
Mstep: Class 19 contains 37592 members 
Mstep: Class 20 contains 17062 members 
Mstep: Class 21 contains 101701 members 
Mstep: Class 22 contains 133824 members 
Mstep: Class 23 contains 18193 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 18467 members 
Mstep: Class 26 contains 34877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272415936.000000 Penalty: 223145.312500
Iteration 48Q: 27 clusters Score -2.724159e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 21534 members 
Mstep: Class 3 contains 78772 members 
Mstep: Class 4 contains 122900 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 16753 members 
Mstep: Class 7 contains 37570 members 
Mstep: Class 8 contains 8953 members 
Mstep: Class 9 contains 7503 members 
Mstep: Class 10 contains 60790 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 89316 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 31511 members 
Mstep: Class 15 contains 105134 members 
Mstep: Class 16 contains 32205 members 
Mstep: Class 17 contains 145760 members 
Mstep: Class 18 contains 49934 members 
Mstep: Class 19 contains 37439 members 
Mstep: Class 20 contains 17056 members 
Mstep: Class 21 contains 101255 members 
Mstep: Class 22 contains 133093 members 
Mstep: Class 23 contains 18208 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 18636 members 
Mstep: Class 26 contains 35120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272417824.000000 Penalty: 223145.312500
Iteration 49Q: 27 clusters Score -2.724178e+08 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 21571 members 
Mstep: Class 3 contains 78378 members 
Mstep: Class 4 contains 122799 members 
Mstep: Class 5 contains 12691 members 
Mstep: Class 6 contains 16606 members 
Mstep: Class 7 contains 37770 members 
Mstep: Class 8 contains 8969 members 
Mstep: Class 9 contains 7531 members 
Mstep: Class 10 contains 60920 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 89403 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 31087 members 
Mstep: Class 15 contains 105945 members 
Mstep: Class 16 contains 32259 members 
Mstep: Class 17 contains 145789 members 
Mstep: Class 18 contains 50095 members 
Mstep: Class 19 contains 37305 members 
Mstep: Class 20 contains 17060 members 
Mstep: Class 21 contains 100887 members 
Mstep: Class 22 contains 132425 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 35314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272418624.000000 Penalty: 223145.312500
Iteration 50Q: 27 clusters Score -2.724186e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 21607 members 
Mstep: Class 3 contains 78024 members 
Mstep: Class 4 contains 122750 members 
Mstep: Class 5 contains 12881 members 
Mstep: Class 6 contains 16479 members 
Mstep: Class 7 contains 37954 members 
Mstep: Class 8 contains 8975 members 
Mstep: Class 9 contains 7558 members 
Mstep: Class 10 contains 61048 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 89499 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 30657 members 
Mstep: Class 15 contains 106597 members 
Mstep: Class 16 contains 32302 members 
Mstep: Class 17 contains 145790 members 
Mstep: Class 18 contains 50221 members 
Mstep: Class 19 contains 37212 members 
Mstep: Class 20 contains 17067 members 
Mstep: Class 21 contains 100540 members 
Mstep: Class 22 contains 131871 members 
Mstep: Class 23 contains 18231 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 18918 members 
Mstep: Class 26 contains 35510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272419456.000000 Penalty: 223145.312500
Iteration 51Q: 27 clusters Score -2.724195e+08 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 21654 members 
Mstep: Class 3 contains 77721 members 
Mstep: Class 4 contains 122681 members 
Mstep: Class 5 contains 13063 members 
Mstep: Class 6 contains 16387 members 
Mstep: Class 7 contains 38143 members 
Mstep: Class 8 contains 8976 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 61181 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 89620 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 30232 members 
Mstep: Class 15 contains 107128 members 
Mstep: Class 16 contains 32361 members 
Mstep: Class 17 contains 145759 members 
Mstep: Class 18 contains 50351 members 
Mstep: Class 19 contains 37151 members 
Mstep: Class 20 contains 17075 members 
Mstep: Class 21 contains 100224 members 
Mstep: Class 22 contains 131422 members 
Mstep: Class 23 contains 18231 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 18999 members 
Mstep: Class 26 contains 35670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420064.000000 Penalty: 223145.312500
Iteration 52Q: 27 clusters Score -2.724201e+08 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 21699 members 
Mstep: Class 3 contains 77458 members 
Mstep: Class 4 contains 122613 members 
Mstep: Class 5 contains 13201 members 
Mstep: Class 6 contains 16295 members 
Mstep: Class 7 contains 38314 members 
Mstep: Class 8 contains 8987 members 
Mstep: Class 9 contains 7604 members 
Mstep: Class 10 contains 61326 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 89717 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 29841 members 
Mstep: Class 15 contains 107588 members 
Mstep: Class 16 contains 32416 members 
Mstep: Class 17 contains 145757 members 
Mstep: Class 18 contains 50456 members 
Mstep: Class 19 contains 37110 members 
Mstep: Class 20 contains 17081 members 
Mstep: Class 21 contains 99914 members 
Mstep: Class 22 contains 131059 members 
Mstep: Class 23 contains 18247 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 19068 members 
Mstep: Class 26 contains 35807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420032.000000 Penalty: 223145.312500
Iteration 53Q: 27 clusters Score -2.7242e+08 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 21715 members 
Mstep: Class 3 contains 77223 members 
Mstep: Class 4 contains 122545 members 
Mstep: Class 5 contains 13331 members 
Mstep: Class 6 contains 16210 members 
Mstep: Class 7 contains 38435 members 
Mstep: Class 8 contains 8995 members 
Mstep: Class 9 contains 7620 members 
Mstep: Class 10 contains 61505 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 89808 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 29504 members 
Mstep: Class 15 contains 107933 members 
Mstep: Class 16 contains 32411 members 
Mstep: Class 17 contains 145759 members 
Mstep: Class 18 contains 50575 members 
Mstep: Class 19 contains 37077 members 
Mstep: Class 20 contains 17081 members 
Mstep: Class 21 contains 99683 members 
Mstep: Class 22 contains 130770 members 
Mstep: Class 23 contains 18268 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 19121 members 
Mstep: Class 26 contains 35915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272419584.000000 Penalty: 223145.312500
Iteration 54Q: 27 clusters Score -2.724196e+08 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 21750 members 
Mstep: Class 3 contains 77005 members 
Mstep: Class 4 contains 122496 members 
Mstep: Class 5 contains 13435 members 
Mstep: Class 6 contains 16134 members 
Mstep: Class 7 contains 38538 members 
Mstep: Class 8 contains 8991 members 
Mstep: Class 9 contains 7636 members 
Mstep: Class 10 contains 61649 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 89883 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 29168 members 
Mstep: Class 15 contains 108251 members 
Mstep: Class 16 contains 32403 members 
Mstep: Class 17 contains 145761 members 
Mstep: Class 18 contains 50701 members 
Mstep: Class 19 contains 37027 members 
Mstep: Class 20 contains 17078 members 
Mstep: Class 21 contains 99519 members 
Mstep: Class 22 contains 130539 members 
Mstep: Class 23 contains 18269 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 35999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420064.000000 Penalty: 223145.312500
Iteration 55Q: 27 clusters Score -2.724201e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 21794 members 
Mstep: Class 3 contains 76784 members 
Mstep: Class 4 contains 122462 members 
Mstep: Class 5 contains 13535 members 
Mstep: Class 6 contains 16076 members 
Mstep: Class 7 contains 38625 members 
Mstep: Class 8 contains 8988 members 
Mstep: Class 9 contains 7656 members 
Mstep: Class 10 contains 61750 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 89964 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 28868 members 
Mstep: Class 15 contains 108495 members 
Mstep: Class 16 contains 32415 members 
Mstep: Class 17 contains 145772 members 
Mstep: Class 18 contains 50814 members 
Mstep: Class 19 contains 36977 members 
Mstep: Class 20 contains 17066 members 
Mstep: Class 21 contains 99379 members 
Mstep: Class 22 contains 130339 members 
Mstep: Class 23 contains 18274 members 
Mstep: Class 24 contains 901 members 
Mstep: Class 25 contains 19257 members 
Mstep: Class 26 contains 36077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420608.000000 Penalty: 223145.312500
Iteration 56Q: 27 clusters Score -2.724206e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 21825 members 
Mstep: Class 3 contains 76542 members 
Mstep: Class 4 contains 122431 members 
Mstep: Class 5 contains 13618 members 
Mstep: Class 6 contains 16016 members 
Mstep: Class 7 contains 38711 members 
Mstep: Class 8 contains 8979 members 
Mstep: Class 9 contains 7674 members 
Mstep: Class 10 contains 61866 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90069 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 28619 members 
Mstep: Class 15 contains 108716 members 
Mstep: Class 16 contains 32426 members 
Mstep: Class 17 contains 145777 members 
Mstep: Class 18 contains 50934 members 
Mstep: Class 19 contains 36927 members 
Mstep: Class 20 contains 17062 members 
Mstep: Class 21 contains 99241 members 
Mstep: Class 22 contains 130174 members 
Mstep: Class 23 contains 18263 members 
Mstep: Class 24 contains 901 members 
Mstep: Class 25 contains 19306 members 
Mstep: Class 26 contains 36156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420800.000000 Penalty: 223145.312500
Iteration 57Q: 27 clusters Score -2.724208e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 21873 members 
Mstep: Class 3 contains 76325 members 
Mstep: Class 4 contains 122382 members 
Mstep: Class 5 contains 13705 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 38776 members 
Mstep: Class 8 contains 8974 members 
Mstep: Class 9 contains 7690 members 
Mstep: Class 10 contains 61991 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90169 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 28375 members 
Mstep: Class 15 contains 108902 members 
Mstep: Class 16 contains 32429 members 
Mstep: Class 17 contains 145768 members 
Mstep: Class 18 contains 51021 members 
Mstep: Class 19 contains 36887 members 
Mstep: Class 20 contains 17061 members 
Mstep: Class 21 contains 99129 members 
Mstep: Class 22 contains 130037 members 
Mstep: Class 23 contains 18257 members 
Mstep: Class 24 contains 901 members 
Mstep: Class 25 contains 19345 members 
Mstep: Class 26 contains 36231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420512.000000 Penalty: 223145.312500
Iteration 58Q: 27 clusters Score -2.724205e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 21908 members 
Mstep: Class 3 contains 76132 members 
Mstep: Class 4 contains 122363 members 
Mstep: Class 5 contains 13788 members 
Mstep: Class 6 contains 15924 members 
Mstep: Class 7 contains 38837 members 
Mstep: Class 8 contains 8965 members 
Mstep: Class 9 contains 7694 members 
Mstep: Class 10 contains 62076 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90268 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 28147 members 
Mstep: Class 15 contains 109029 members 
Mstep: Class 16 contains 32443 members 
Mstep: Class 17 contains 145785 members 
Mstep: Class 18 contains 51110 members 
Mstep: Class 19 contains 36830 members 
Mstep: Class 20 contains 17059 members 
Mstep: Class 21 contains 99021 members 
Mstep: Class 22 contains 129959 members 
Mstep: Class 23 contains 18252 members 
Mstep: Class 24 contains 902 members 
Mstep: Class 25 contains 19385 members 
Mstep: Class 26 contains 36280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420608.000000 Penalty: 223145.312500
Iteration 59Q: 27 clusters Score -2.724206e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 21954 members 
Mstep: Class 3 contains 75961 members 
Mstep: Class 4 contains 122344 members 
Mstep: Class 5 contains 13858 members 
Mstep: Class 6 contains 15889 members 
Mstep: Class 7 contains 38896 members 
Mstep: Class 8 contains 8979 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 62125 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90347 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 27992 members 
Mstep: Class 15 contains 109157 members 
Mstep: Class 16 contains 32440 members 
Mstep: Class 17 contains 145814 members 
Mstep: Class 18 contains 51184 members 
Mstep: Class 19 contains 36780 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 98902 members 
Mstep: Class 22 contains 129875 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 19410 members 
Mstep: Class 26 contains 36316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420608.000000 Penalty: 223145.312500
Iteration 60F: 27 clusters Score -2.724206e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 21981 members 
Mstep: Class 3 contains 75818 members 
Mstep: Class 4 contains 122316 members 
Mstep: Class 5 contains 13921 members 
Mstep: Class 6 contains 15863 members 
Mstep: Class 7 contains 38940 members 
Mstep: Class 8 contains 9006 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 62151 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90453 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 27839 members 
Mstep: Class 15 contains 109301 members 
Mstep: Class 16 contains 32435 members 
Mstep: Class 17 contains 145832 members 
Mstep: Class 18 contains 51228 members 
Mstep: Class 19 contains 36738 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 98825 members 
Mstep: Class 22 contains 129780 members 
Mstep: Class 23 contains 18246 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 19434 members 
Mstep: Class 26 contains 36331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420544.000000 Penalty: 223145.312500
Iteration 61Q: 27 clusters Score -2.724205e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 22024 members 
Mstep: Class 3 contains 75691 members 
Mstep: Class 4 contains 122282 members 
Mstep: Class 5 contains 13989 members 
Mstep: Class 6 contains 15835 members 
Mstep: Class 7 contains 38987 members 
Mstep: Class 8 contains 9008 members 
Mstep: Class 9 contains 7720 members 
Mstep: Class 10 contains 62183 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90542 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 27694 members 
Mstep: Class 15 contains 109395 members 
Mstep: Class 16 contains 32433 members 
Mstep: Class 17 contains 145850 members 
Mstep: Class 18 contains 51271 members 
Mstep: Class 19 contains 36705 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 98750 members 
Mstep: Class 22 contains 129699 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 902 members 
Mstep: Class 25 contains 19469 members 
Mstep: Class 26 contains 36354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420128.000000 Penalty: 223145.312500
Iteration 62Q: 27 clusters Score -2.724201e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 22052 members 
Mstep: Class 3 contains 75578 members 
Mstep: Class 4 contains 122258 members 
Mstep: Class 5 contains 14045 members 
Mstep: Class 6 contains 15803 members 
Mstep: Class 7 contains 39028 members 
Mstep: Class 8 contains 9007 members 
Mstep: Class 9 contains 7727 members 
Mstep: Class 10 contains 62206 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90626 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 27567 members 
Mstep: Class 15 contains 109485 members 
Mstep: Class 16 contains 32419 members 
Mstep: Class 17 contains 145867 members 
Mstep: Class 18 contains 51309 members 
Mstep: Class 19 contains 36680 members 
Mstep: Class 20 contains 17059 members 
Mstep: Class 21 contains 98697 members 
Mstep: Class 22 contains 129634 members 
Mstep: Class 23 contains 18235 members 
Mstep: Class 24 contains 902 members 
Mstep: Class 25 contains 19481 members 
Mstep: Class 26 contains 36383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420160.000000 Penalty: 223145.312500
Iteration 63Q: 27 clusters Score -2.724202e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 22075 members 
Mstep: Class 3 contains 75454 members 
Mstep: Class 4 contains 122228 members 
Mstep: Class 5 contains 14093 members 
Mstep: Class 6 contains 15778 members 
Mstep: Class 7 contains 39074 members 
Mstep: Class 8 contains 9022 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 62254 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90710 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 27451 members 
Mstep: Class 15 contains 109575 members 
Mstep: Class 16 contains 32420 members 
Mstep: Class 17 contains 145869 members 
Mstep: Class 18 contains 51356 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 98613 members 
Mstep: Class 22 contains 129572 members 
Mstep: Class 23 contains 18234 members 
Mstep: Class 24 contains 902 members 
Mstep: Class 25 contains 19492 members 
Mstep: Class 26 contains 36419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420032.000000 Penalty: 223145.312500
Iteration 64Q: 27 clusters Score -2.7242e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 22111 members 
Mstep: Class 3 contains 75346 members 
Mstep: Class 4 contains 122186 members 
Mstep: Class 5 contains 14128 members 
Mstep: Class 6 contains 15753 members 
Mstep: Class 7 contains 39116 members 
Mstep: Class 8 contains 9033 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 62303 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90785 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 27332 members 
Mstep: Class 15 contains 109657 members 
Mstep: Class 16 contains 32424 members 
Mstep: Class 17 contains 145883 members 
Mstep: Class 18 contains 51400 members 
Mstep: Class 19 contains 36616 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 98548 members 
Mstep: Class 22 contains 129509 members 
Mstep: Class 23 contains 18232 members 
Mstep: Class 24 contains 902 members 
Mstep: Class 25 contains 19499 members 
Mstep: Class 26 contains 36433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420448.000000 Penalty: 223145.312500
Iteration 65Q: 27 clusters Score -2.724204e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 22136 members 
Mstep: Class 3 contains 75243 members 
Mstep: Class 4 contains 122133 members 
Mstep: Class 5 contains 14157 members 
Mstep: Class 6 contains 15723 members 
Mstep: Class 7 contains 39159 members 
Mstep: Class 8 contains 9039 members 
Mstep: Class 9 contains 7766 members 
Mstep: Class 10 contains 62362 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90847 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 27227 members 
Mstep: Class 15 contains 109742 members 
Mstep: Class 16 contains 32430 members 
Mstep: Class 17 contains 145897 members 
Mstep: Class 18 contains 51423 members 
Mstep: Class 19 contains 36596 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 98500 members 
Mstep: Class 22 contains 129466 members 
Mstep: Class 23 contains 18229 members 
Mstep: Class 24 contains 902 members 
Mstep: Class 25 contains 19506 members 
Mstep: Class 26 contains 36451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420448.000000 Penalty: 223145.312500
Iteration 66Q: 27 clusters Score -2.724204e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 22159 members 
Mstep: Class 3 contains 75154 members 
Mstep: Class 4 contains 122094 members 
Mstep: Class 5 contains 14193 members 
Mstep: Class 6 contains 15704 members 
Mstep: Class 7 contains 39178 members 
Mstep: Class 8 contains 9040 members 
Mstep: Class 9 contains 7774 members 
Mstep: Class 10 contains 62399 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90903 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 27137 members 
Mstep: Class 15 contains 109819 members 
Mstep: Class 16 contains 32433 members 
Mstep: Class 17 contains 145904 members 
Mstep: Class 18 contains 51442 members 
Mstep: Class 19 contains 36574 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 98472 members 
Mstep: Class 22 contains 129418 members 
Mstep: Class 23 contains 18224 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 19515 members 
Mstep: Class 26 contains 36470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420288.000000 Penalty: 223145.312500
Iteration 67Q: 27 clusters Score -2.724203e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 75087 members 
Mstep: Class 4 contains 122068 members 
Mstep: Class 5 contains 14219 members 
Mstep: Class 6 contains 15696 members 
Mstep: Class 7 contains 39192 members 
Mstep: Class 8 contains 9057 members 
Mstep: Class 9 contains 7779 members 
Mstep: Class 10 contains 62439 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90948 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 27046 members 
Mstep: Class 15 contains 109889 members 
Mstep: Class 16 contains 32424 members 
Mstep: Class 17 contains 145889 members 
Mstep: Class 18 contains 51451 members 
Mstep: Class 19 contains 36545 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 98447 members 
Mstep: Class 22 contains 129379 members 
Mstep: Class 23 contains 18225 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 19522 members 
Mstep: Class 26 contains 36490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420512.000000 Penalty: 223145.312500
Iteration 68Q: 27 clusters Score -2.724205e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 22250 members 
Mstep: Class 3 contains 75019 members 
Mstep: Class 4 contains 122044 members 
Mstep: Class 5 contains 14237 members 
Mstep: Class 6 contains 15688 members 
Mstep: Class 7 contains 39196 members 
Mstep: Class 8 contains 9071 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 10 contains 62466 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 90988 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26963 members 
Mstep: Class 15 contains 109970 members 
Mstep: Class 16 contains 32413 members 
Mstep: Class 17 contains 145884 members 
Mstep: Class 18 contains 51466 members 
Mstep: Class 19 contains 36508 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 98426 members 
Mstep: Class 22 contains 129337 members 
Mstep: Class 23 contains 18229 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 19535 members 
Mstep: Class 26 contains 36504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420416.000000 Penalty: 223145.312500
Iteration 69Q: 27 clusters Score -2.724204e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 22296 members 
Mstep: Class 3 contains 74959 members 
Mstep: Class 4 contains 122012 members 
Mstep: Class 5 contains 14256 members 
Mstep: Class 6 contains 15676 members 
Mstep: Class 7 contains 39208 members 
Mstep: Class 8 contains 9081 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 62490 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91023 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 110037 members 
Mstep: Class 16 contains 32403 members 
Mstep: Class 17 contains 145884 members 
Mstep: Class 18 contains 51482 members 
Mstep: Class 19 contains 36489 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 98396 members 
Mstep: Class 22 contains 129304 members 
Mstep: Class 23 contains 18234 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 19542 members 
Mstep: Class 26 contains 36514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420512.000000 Penalty: 223145.312500
Iteration 70Q: 27 clusters Score -2.724205e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 22350 members 
Mstep: Class 3 contains 74914 members 
Mstep: Class 4 contains 121987 members 
Mstep: Class 5 contains 14270 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 39221 members 
Mstep: Class 8 contains 9090 members 
Mstep: Class 9 contains 7789 members 
Mstep: Class 10 contains 62518 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91070 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26805 members 
Mstep: Class 15 contains 110096 members 
Mstep: Class 16 contains 32406 members 
Mstep: Class 17 contains 145886 members 
Mstep: Class 18 contains 51467 members 
Mstep: Class 19 contains 36457 members 
Mstep: Class 20 contains 17053 members 
Mstep: Class 21 contains 98369 members 
Mstep: Class 22 contains 129281 members 
Mstep: Class 23 contains 18237 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 19549 members 
Mstep: Class 26 contains 36528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420800.000000 Penalty: 223145.312500
Iteration 71Q: 27 clusters Score -2.724208e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 22395 members 
Mstep: Class 3 contains 74862 members 
Mstep: Class 4 contains 121968 members 
Mstep: Class 5 contains 14293 members 
Mstep: Class 6 contains 15648 members 
Mstep: Class 7 contains 39234 members 
Mstep: Class 8 contains 9104 members 
Mstep: Class 9 contains 7792 members 
Mstep: Class 10 contains 62536 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91113 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26723 members 
Mstep: Class 15 contains 110144 members 
Mstep: Class 16 contains 32412 members 
Mstep: Class 17 contains 145892 members 
Mstep: Class 18 contains 51480 members 
Mstep: Class 19 contains 36415 members 
Mstep: Class 20 contains 17051 members 
Mstep: Class 21 contains 98354 members 
Mstep: Class 22 contains 129267 members 
Mstep: Class 23 contains 18234 members 
Mstep: Class 24 contains 905 members 
Mstep: Class 25 contains 19556 members 
Mstep: Class 26 contains 36535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420992.000000 Penalty: 223145.312500
Iteration 72Q: 27 clusters Score -2.72421e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 22438 members 
Mstep: Class 3 contains 74811 members 
Mstep: Class 4 contains 121955 members 
Mstep: Class 5 contains 14317 members 
Mstep: Class 6 contains 15643 members 
Mstep: Class 7 contains 39244 members 
Mstep: Class 8 contains 9111 members 
Mstep: Class 9 contains 7794 members 
Mstep: Class 10 contains 62563 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91140 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26649 members 
Mstep: Class 15 contains 110200 members 
Mstep: Class 16 contains 32397 members 
Mstep: Class 17 contains 145891 members 
Mstep: Class 18 contains 51488 members 
Mstep: Class 19 contains 36385 members 
Mstep: Class 20 contains 17052 members 
Mstep: Class 21 contains 98343 members 
Mstep: Class 22 contains 129232 members 
Mstep: Class 23 contains 18238 members 
Mstep: Class 24 contains 906 members 
Mstep: Class 25 contains 19567 members 
Mstep: Class 26 contains 36545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420800.000000 Penalty: 223145.312500
Iteration 73Q: 27 clusters Score -2.724208e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 74765 members 
Mstep: Class 4 contains 121926 members 
Mstep: Class 5 contains 14338 members 
Mstep: Class 6 contains 15633 members 
Mstep: Class 7 contains 39258 members 
Mstep: Class 8 contains 9122 members 
Mstep: Class 9 contains 7795 members 
Mstep: Class 10 contains 62595 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91173 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26584 members 
Mstep: Class 15 contains 110261 members 
Mstep: Class 16 contains 32378 members 
Mstep: Class 17 contains 145893 members 
Mstep: Class 18 contains 51493 members 
Mstep: Class 19 contains 36362 members 
Mstep: Class 20 contains 17048 members 
Mstep: Class 21 contains 98333 members 
Mstep: Class 22 contains 129196 members 
Mstep: Class 23 contains 18236 members 
Mstep: Class 24 contains 906 members 
Mstep: Class 25 contains 19574 members 
Mstep: Class 26 contains 36548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420608.000000 Penalty: 223145.312500
Iteration 74Q: 27 clusters Score -2.724206e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 22540 members 
Mstep: Class 3 contains 74729 members 
Mstep: Class 4 contains 121910 members 
Mstep: Class 5 contains 14355 members 
Mstep: Class 6 contains 15622 members 
Mstep: Class 7 contains 39277 members 
Mstep: Class 8 contains 9143 members 
Mstep: Class 9 contains 7797 members 
Mstep: Class 10 contains 62617 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91193 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26526 members 
Mstep: Class 15 contains 110328 members 
Mstep: Class 16 contains 32370 members 
Mstep: Class 17 contains 145892 members 
Mstep: Class 18 contains 51503 members 
Mstep: Class 19 contains 36320 members 
Mstep: Class 20 contains 17051 members 
Mstep: Class 21 contains 98316 members 
Mstep: Class 22 contains 129140 members 
Mstep: Class 23 contains 18237 members 
Mstep: Class 24 contains 906 members 
Mstep: Class 25 contains 19579 members 
Mstep: Class 26 contains 36554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420416.000000 Penalty: 223145.312500
Iteration 75Q: 27 clusters Score -2.724204e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 22593 members 
Mstep: Class 3 contains 74695 members 
Mstep: Class 4 contains 121891 members 
Mstep: Class 5 contains 14371 members 
Mstep: Class 6 contains 15613 members 
Mstep: Class 7 contains 39293 members 
Mstep: Class 8 contains 9156 members 
Mstep: Class 9 contains 7802 members 
Mstep: Class 10 contains 62639 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91220 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26462 members 
Mstep: Class 15 contains 110403 members 
Mstep: Class 16 contains 32358 members 
Mstep: Class 17 contains 145889 members 
Mstep: Class 18 contains 51520 members 
Mstep: Class 19 contains 36276 members 
Mstep: Class 20 contains 17050 members 
Mstep: Class 21 contains 98297 members 
Mstep: Class 22 contains 129079 members 
Mstep: Class 23 contains 18236 members 
Mstep: Class 24 contains 906 members 
Mstep: Class 25 contains 19587 members 
Mstep: Class 26 contains 36559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420384.000000 Penalty: 223145.312500
Iteration 76Q: 27 clusters Score -2.724204e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 22635 members 
Mstep: Class 3 contains 74652 members 
Mstep: Class 4 contains 121885 members 
Mstep: Class 5 contains 14385 members 
Mstep: Class 6 contains 15613 members 
Mstep: Class 7 contains 39304 members 
Mstep: Class 8 contains 9164 members 
Mstep: Class 9 contains 7803 members 
Mstep: Class 10 contains 62656 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91256 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26399 members 
Mstep: Class 15 contains 110470 members 
Mstep: Class 16 contains 32362 members 
Mstep: Class 17 contains 145882 members 
Mstep: Class 18 contains 51524 members 
Mstep: Class 19 contains 36253 members 
Mstep: Class 20 contains 17052 members 
Mstep: Class 21 contains 98272 members 
Mstep: Class 22 contains 129029 members 
Mstep: Class 23 contains 18236 members 
Mstep: Class 24 contains 906 members 
Mstep: Class 25 contains 19593 members 
Mstep: Class 26 contains 36557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420576.000000 Penalty: 223145.312500
Iteration 77Q: 27 clusters Score -2.724206e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 22673 members 
Mstep: Class 3 contains 74611 members 
Mstep: Class 4 contains 121864 members 
Mstep: Class 5 contains 14394 members 
Mstep: Class 6 contains 15609 members 
Mstep: Class 7 contains 39314 members 
Mstep: Class 8 contains 9181 members 
Mstep: Class 9 contains 7805 members 
Mstep: Class 10 contains 62677 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91301 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26337 members 
Mstep: Class 15 contains 110546 members 
Mstep: Class 16 contains 32358 members 
Mstep: Class 17 contains 145881 members 
Mstep: Class 18 contains 51533 members 
Mstep: Class 19 contains 36215 members 
Mstep: Class 20 contains 17053 members 
Mstep: Class 21 contains 98249 members 
Mstep: Class 22 contains 128978 members 
Mstep: Class 23 contains 18234 members 
Mstep: Class 24 contains 907 members 
Mstep: Class 25 contains 19598 members 
Mstep: Class 26 contains 36565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421152.000000 Penalty: 223145.312500
Iteration 78Q: 27 clusters Score -2.724212e+08 nChanged 593
Entering ConstructFrom: 
Score: -272421152.000000 Penalty: 223145.312500
Entering ConstructFrom: 
Trying to split cluster 1 (33086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Entering Unmasked Estep 
Score: -7535129.000000 Penalty: 6374.205078
	Iteration 0F: 2 clusters Score -7535129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -7510342.500000 Penalty: 12748.410156
	Iteration 0F: 3 clusters Score -7510342 nChanged 14026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -7517772.500000 Penalty: 12748.410156
	Iteration 1F: 3 clusters Score -7517772 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -7518510.000000 Penalty: 12748.410156
	Iteration 2F: 3 clusters Score -7518510 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -7519037.000000 Penalty: 12748.410156
	Iteration 3Q: 3 clusters Score -7519037 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -7519483.500000 Penalty: 12748.410156
	Iteration 4Q: 3 clusters Score -7519484 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -7519837.500000 Penalty: 12748.410156
	Iteration 5Q: 3 clusters Score -7519838 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -7520090.000000 Penalty: 12748.410156
	Iteration 6Q: 3 clusters Score -7520090 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -7520349.000000 Penalty: 12748.410156
	Iteration 7Q: 3 clusters Score -7520349 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -7520550.500000 Penalty: 12748.410156
	Iteration 8Q: 3 clusters Score -7520550 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -7520780.000000 Penalty: 12748.410156
	Iteration 9Q: 3 clusters Score -7520780 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -7521115.000000 Penalty: 12748.410156
	Iteration 10Q: 3 clusters Score -7521115 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -7521480.500000 Penalty: 12748.410156
	Iteration 11Q: 3 clusters Score -7521480 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -7521932.500000 Penalty: 12748.410156
	Iteration 12Q: 3 clusters Score -7521932 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -7522489.000000 Penalty: 12748.410156
	Iteration 13Q: 3 clusters Score -7522489 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -7523227.000000 Penalty: 12748.410156
	Iteration 14Q: 3 clusters Score -7523227 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -7524131.000000 Penalty: 12748.410156
	Iteration 15Q: 3 clusters Score -7524131 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -7525268.000000 Penalty: 12748.410156
	Iteration 16Q: 3 clusters Score -7525268 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -7526295.000000 Penalty: 12748.410156
	Iteration 17Q: 3 clusters Score -7526295 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -7527213.000000 Penalty: 12748.410156
	Iteration 18Q: 3 clusters Score -7527213 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -7527937.500000 Penalty: 12748.410156
	Iteration 19Q: 3 clusters Score -7527938 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -7528471.500000 Penalty: 12748.410156
	Iteration 20F: 3 clusters Score -7528472 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -7528774.000000 Penalty: 12748.410156
	Iteration 21Q: 3 clusters Score -7528774 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -7528971.500000 Penalty: 12748.410156
	Iteration 22Q: 3 clusters Score -7528972 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -7529093.500000 Penalty: 12748.410156
	Iteration 23Q: 3 clusters Score -7529094 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -7529181.500000 Penalty: 12748.410156
	Iteration 24Q: 3 clusters Score -7529182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -7529232.000000 Penalty: 12748.410156
	Iteration 25Q: 3 clusters Score -7529232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -7529287.500000 Penalty: 12748.410156
	Iteration 26Q: 3 clusters Score -7529288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -7529307.000000 Penalty: 12748.410156
	Iteration 27Q: 3 clusters Score -7529307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -7529335.500000 Penalty: 12748.410156
	Iteration 28Q: 3 clusters Score -7529336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -7529361.000000 Penalty: 12748.410156
	Iteration 29Q: 3 clusters Score -7529361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -7529390.000000 Penalty: 12748.410156
	Iteration 30Q: 3 clusters Score -7529390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -7529399.500000 Penalty: 12748.410156
	Iteration 31Q: 3 clusters Score -7529400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -7529427.500000 Penalty: 12748.410156
	Iteration 32Q: 3 clusters Score -7529428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -7529446.000000 Penalty: 12748.410156
	Iteration 33Q: 3 clusters Score -7529446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -7529460.000000 Penalty: 12748.410156
	Iteration 34Q: 3 clusters Score -7529460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -7529485.500000 Penalty: 12748.410156
	Iteration 35Q: 3 clusters Score -7529486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -7529496.500000 Penalty: 12748.410156
	Iteration 36Q: 3 clusters Score -7529496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -7529504.500000 Penalty: 12748.410156
	Iteration 37Q: 3 clusters Score -7529504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -7529523.000000 Penalty: 12748.410156
	Iteration 38Q: 3 clusters Score -7529523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -7529541.500000 Penalty: 12748.410156
	Iteration 39Q: 3 clusters Score -7529542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -7529541.000000 Penalty: 12748.410156
	Iteration 40F: 3 clusters Score -7529541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -7529554.000000 Penalty: 12748.410156
	Iteration 41Q: 3 clusters Score -7529554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7529552.000000 Penalty: 12748.410156
	Iteration 42Q: 3 clusters Score -7529552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7529556.000000 Penalty: 12748.410156
	Iteration 43Q: 3 clusters Score -7529556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -7529565.500000 Penalty: 12748.410156
	Iteration 44Q: 3 clusters Score -7529566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -7529563.000000 Penalty: 12748.410156
	Iteration 45Q: 3 clusters Score -7529563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -7529563.000000 Penalty: 12748.410156
	Iteration 46F: 3 clusters Score -7529563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Entering Unmasked Estep 
Score: -4962781.500000 Penalty: 6143.637695
	Iteration 0F: 2 clusters Score -4962782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -4944655.500000 Penalty: 12287.275391
	Iteration 0F: 3 clusters Score -4944656 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -4949756.500000 Penalty: 12287.275391
	Iteration 1F: 3 clusters Score -4949756 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -4950658.500000 Penalty: 12287.275391
	Iteration 2F: 3 clusters Score -4950658 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -4951475.000000 Penalty: 12287.275391
	Iteration 3F: 3 clusters Score -4951475 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -4952329.500000 Penalty: 12287.275391
	Iteration 4F: 3 clusters Score -4952330 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -4953174.500000 Penalty: 12287.275391
	Iteration 5F: 3 clusters Score -4953174 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -4954010.000000 Penalty: 12287.275391
	Iteration 6F: 3 clusters Score -4954010 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -4954935.000000 Penalty: 12287.275391
	Iteration 7F: 3 clusters Score -4954935 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -4955977.000000 Penalty: 12287.275391
	Iteration 8F: 3 clusters Score -4955977 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -4957078.000000 Penalty: 12287.275391
	Iteration 9F: 3 clusters Score -4957078 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4958002.500000 Penalty: 12287.275391
	Iteration 10Q: 3 clusters Score -4958002 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -4958602.000000 Penalty: 12287.275391
	Iteration 11Q: 3 clusters Score -4958602 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4958964.000000 Penalty: 12287.275391
	Iteration 12Q: 3 clusters Score -4958964 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4959188.500000 Penalty: 12287.275391
	Iteration 13Q: 3 clusters Score -4959188 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -4959337.500000 Penalty: 12287.275391
	Iteration 14Q: 3 clusters Score -4959338 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4959505.500000 Penalty: 12287.275391
	Iteration 15Q: 3 clusters Score -4959506 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -4959642.500000 Penalty: 12287.275391
	Iteration 16Q: 3 clusters Score -4959642 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4959763.500000 Penalty: 12287.275391
	Iteration 17Q: 3 clusters Score -4959764 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4959878.500000 Penalty: 12287.275391
	Iteration 18Q: 3 clusters Score -4959878 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4959961.000000 Penalty: 12287.275391
	Iteration 19Q: 3 clusters Score -4959961 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -4960057.000000 Penalty: 12287.275391
	Iteration 20F: 3 clusters Score -4960057 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -4960148.000000 Penalty: 12287.275391
	Iteration 21Q: 3 clusters Score -4960148 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -4960250.500000 Penalty: 12287.275391
	Iteration 22Q: 3 clusters Score -4960250 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4960302.000000 Penalty: 12287.275391
	Iteration 23Q: 3 clusters Score -4960302 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4960385.500000 Penalty: 12287.275391
	Iteration 24Q: 3 clusters Score -4960386 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -4960458.000000 Penalty: 12287.275391
	Iteration 25Q: 3 clusters Score -4960458 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4960496.000000 Penalty: 12287.275391
	Iteration 26Q: 3 clusters Score -4960496 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4960549.500000 Penalty: 12287.275391
	Iteration 27Q: 3 clusters Score -4960550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4960609.500000 Penalty: 12287.275391
	Iteration 28Q: 3 clusters Score -4960610 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4960635.000000 Penalty: 12287.275391
	Iteration 29Q: 3 clusters Score -4960635 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4960671.000000 Penalty: 12287.275391
	Iteration 30Q: 3 clusters Score -4960671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4960701.000000 Penalty: 12287.275391
	Iteration 31Q: 3 clusters Score -4960701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4960719.500000 Penalty: 12287.275391
	Iteration 32Q: 3 clusters Score -4960720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4960722.500000 Penalty: 12287.275391
	Iteration 33Q: 3 clusters Score -4960722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4960736.500000 Penalty: 12287.275391
	Iteration 34Q: 3 clusters Score -4960736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4960756.000000 Penalty: 12287.275391
	Iteration 35Q: 3 clusters Score -4960756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4960755.000000 Penalty: 12287.275391
	Iteration 36Q: 3 clusters Score -4960755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4960768.000000 Penalty: 12287.275391
	Iteration 37Q: 3 clusters Score -4960768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4960783.000000 Penalty: 12287.275391
	Iteration 38Q: 3 clusters Score -4960783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4960796.000000 Penalty: 12287.275391
	Iteration 39Q: 3 clusters Score -4960796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4960799.500000 Penalty: 12287.275391
	Iteration 40F: 3 clusters Score -4960800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4960797.000000 Penalty: 12287.275391
	Iteration 41Q: 3 clusters Score -4960797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4960816.500000 Penalty: 12287.275391
	Iteration 42Q: 3 clusters Score -4960816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4960814.500000 Penalty: 12287.275391
	Iteration 43Q: 3 clusters Score -4960814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4960824.000000 Penalty: 12287.275391
	Iteration 44Q: 3 clusters Score -4960824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4960820.500000 Penalty: 12287.275391
	Iteration 45Q: 3 clusters Score -4960820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4960819.000000 Penalty: 12287.275391
	Iteration 46Q: 3 clusters Score -4960819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4960824.000000 Penalty: 12287.275391
	Iteration 47Q: 3 clusters Score -4960824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4960826.500000 Penalty: 12287.275391
	Iteration 48Q: 3 clusters Score -4960826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4960829.000000 Penalty: 12287.275391
	Iteration 49Q: 3 clusters Score -4960829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4960825.000000 Penalty: 12287.275391
	Iteration 50Q: 3 clusters Score -4960825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4960825.000000 Penalty: 12287.275391
	Iteration 51Q: 3 clusters Score -4960825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4960823.000000 Penalty: 12287.275391
	Iteration 52Q: 3 clusters Score -4960823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4960823.000000 Penalty: 12287.275391
	Iteration 53F: 3 clusters Score -4960823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (74571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Entering Unmasked Estep 
Score: -17038790.000000 Penalty: 6871.948242
	Iteration 0F: 2 clusters Score -1.703879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -16987170.000000 Penalty: 13743.896484
	Iteration 0F: 3 clusters Score -1.698717e+07 nChanged 33735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -17005084.000000 Penalty: 13743.896484
	Iteration 1F: 3 clusters Score -1.700508e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -17006078.000000 Penalty: 13743.896484
	Iteration 2Q: 3 clusters Score -1.700608e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -17006926.000000 Penalty: 13743.896484
	Iteration 3Q: 3 clusters Score -1.700693e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -17007836.000000 Penalty: 13743.896484
	Iteration 4Q: 3 clusters Score -1.700784e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -17008788.000000 Penalty: 13743.896484
	Iteration 5Q: 3 clusters Score -1.700879e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -17010126.000000 Penalty: 13743.896484
	Iteration 6Q: 3 clusters Score -1.701013e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -17012198.000000 Penalty: 13743.896484
	Iteration 7F: 3 clusters Score -1.70122e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -17015130.000000 Penalty: 13743.896484
	Iteration 8F: 3 clusters Score -1.701513e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -17019200.000000 Penalty: 13743.896484
	Iteration 9F: 3 clusters Score -1.70192e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -17023774.000000 Penalty: 13743.896484
	Iteration 10F: 3 clusters Score -1.702377e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -17027530.000000 Penalty: 13743.896484
	Iteration 11F: 3 clusters Score -1.702753e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -17030072.000000 Penalty: 13743.896484
	Iteration 12Q: 3 clusters Score -1.703007e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -17031358.000000 Penalty: 13743.896484
	Iteration 13Q: 3 clusters Score -1.703136e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -17031970.000000 Penalty: 13743.896484
	Iteration 14Q: 3 clusters Score -1.703197e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 73448 members 
Entering Unmasked Estep 
Score: -17032356.000000 Penalty: 13743.896484
	Iteration 15Q: 3 clusters Score -1.703236e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -17032506.000000 Penalty: 13743.896484
	Iteration 16Q: 3 clusters Score -1.703251e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -17032612.000000 Penalty: 13743.896484
	Iteration 17Q: 3 clusters Score -1.703261e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -17032678.000000 Penalty: 13743.896484
	Iteration 18Q: 3 clusters Score -1.703268e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -17032730.000000 Penalty: 13743.896484
	Iteration 19Q: 3 clusters Score -1.703273e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -17032770.000000 Penalty: 13743.896484
	Iteration 20F: 3 clusters Score -1.703277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -17032790.000000 Penalty: 13743.896484
	Iteration 21Q: 3 clusters Score -1.703279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -17032788.000000 Penalty: 13743.896484
	Iteration 22Q: 3 clusters Score -1.703279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -17032794.000000 Penalty: 13743.896484
	Iteration 23Q: 3 clusters Score -1.703279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -17032796.000000 Penalty: 13743.896484
	Iteration 24Q: 3 clusters Score -1.70328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -17032810.000000 Penalty: 13743.896484
	Iteration 25Q: 3 clusters Score -1.703281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -17032826.000000 Penalty: 13743.896484
	Iteration 26Q: 3 clusters Score -1.703283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -17032830.000000 Penalty: 13743.896484
	Iteration 27Q: 3 clusters Score -1.703283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -17032828.000000 Penalty: 13743.896484
	Iteration 28Q: 3 clusters Score -1.703283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -17032834.000000 Penalty: 13743.896484
	Iteration 29Q: 3 clusters Score -1.703283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -17032834.000000 Penalty: 13743.896484
	Iteration 30F: 3 clusters Score -1.703283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (121848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121848 members 
Entering Unmasked Estep 
Score: -27661848.000000 Penalty: 7172.699219
	Iteration 0F: 2 clusters Score -2.766185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -27580710.000000 Penalty: 14345.398438
	Iteration 0F: 3 clusters Score -2.758071e+07 nChanged 56239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -27611728.000000 Penalty: 14345.398438
	Iteration 1F: 3 clusters Score -2.761173e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -27612992.000000 Penalty: 14345.398438
	Iteration 2Q: 3 clusters Score -2.761299e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -27614024.000000 Penalty: 14345.398438
	Iteration 3Q: 3 clusters Score -2.761402e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -27615194.000000 Penalty: 14345.398438
	Iteration 4Q: 3 clusters Score -2.761519e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -27616780.000000 Penalty: 14345.398438
	Iteration 5Q: 3 clusters Score -2.761678e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -27619080.000000 Penalty: 14345.398438
	Iteration 6Q: 3 clusters Score -2.761908e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -27621778.000000 Penalty: 14345.398438
	Iteration 7Q: 3 clusters Score -2.762178e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -27625000.000000 Penalty: 14345.398438
	Iteration 8F: 3 clusters Score -2.7625e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -27628836.000000 Penalty: 14345.398438
	Iteration 9F: 3 clusters Score -2.762884e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -27632406.000000 Penalty: 14345.398438
	Iteration 10F: 3 clusters Score -2.763241e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -27635826.000000 Penalty: 14345.398438
	Iteration 11F: 3 clusters Score -2.763583e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -27639166.000000 Penalty: 14345.398438
	Iteration 12Q: 3 clusters Score -2.763917e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -27643042.000000 Penalty: 14345.398438
	Iteration 13Q: 3 clusters Score -2.764304e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -27648072.000000 Penalty: 14345.398438
	Iteration 14Q: 3 clusters Score -2.764807e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -27652406.000000 Penalty: 14345.398438
	Iteration 15Q: 3 clusters Score -2.765241e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -27654434.000000 Penalty: 14345.398438
	Iteration 16Q: 3 clusters Score -2.765443e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85492 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -27655152.000000 Penalty: 14345.398438
	Iteration 17Q: 3 clusters Score -2.765515e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -27655582.000000 Penalty: 14345.398438
	Iteration 18Q: 3 clusters Score -2.765558e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -27655754.000000 Penalty: 14345.398438
	Iteration 19Q: 3 clusters Score -2.765575e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -27655876.000000 Penalty: 14345.398438
	Iteration 20F: 3 clusters Score -2.765588e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -27656012.000000 Penalty: 14345.398438
	Iteration 21Q: 3 clusters Score -2.765601e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -27656108.000000 Penalty: 14345.398438
	Iteration 22Q: 3 clusters Score -2.765611e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -27656150.000000 Penalty: 14345.398438
	Iteration 23Q: 3 clusters Score -2.765615e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -27656150.000000 Penalty: 14345.398438
	Iteration 24Q: 3 clusters Score -2.765615e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -27656150.000000 Penalty: 14345.398438
	Iteration 25Q: 3 clusters Score -2.765615e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -27656252.000000 Penalty: 14345.398438
	Iteration 26Q: 3 clusters Score -2.765625e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -27656300.000000 Penalty: 14345.398438
	Iteration 27Q: 3 clusters Score -2.76563e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -27656390.000000 Penalty: 14345.398438
	Iteration 28Q: 3 clusters Score -2.765639e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -27656402.000000 Penalty: 14345.398438
	Iteration 29Q: 3 clusters Score -2.76564e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -27656482.000000 Penalty: 14345.398438
	Iteration 30Q: 3 clusters Score -2.765648e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -27656398.000000 Penalty: 14345.398438
	Iteration 31Q: 3 clusters Score -2.76564e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -27656408.000000 Penalty: 14345.398438
	Iteration 32Q: 3 clusters Score -2.765641e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -27656494.000000 Penalty: 14345.398438
	Iteration 33Q: 3 clusters Score -2.765649e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93256 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -27656646.000000 Penalty: 14345.398438
	Iteration 34Q: 3 clusters Score -2.765665e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -27656724.000000 Penalty: 14345.398438
	Iteration 35Q: 3 clusters Score -2.765672e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94275 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -27656756.000000 Penalty: 14345.398438
	Iteration 36Q: 3 clusters Score -2.765676e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -27656854.000000 Penalty: 14345.398438
	Iteration 37Q: 3 clusters Score -2.765685e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -27656946.000000 Penalty: 14345.398438
	Iteration 38Q: 3 clusters Score -2.765695e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -27657030.000000 Penalty: 14345.398438
	Iteration 39Q: 3 clusters Score -2.765703e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -27657112.000000 Penalty: 14345.398438
	Iteration 40F: 3 clusters Score -2.765711e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96881 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -27657112.000000 Penalty: 14345.398438
	Iteration 41Q: 3 clusters Score -2.765711e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97385 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -27657216.000000 Penalty: 14345.398438
	Iteration 42Q: 3 clusters Score -2.765722e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -27657260.000000 Penalty: 14345.398438
	Iteration 43Q: 3 clusters Score -2.765726e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -27657274.000000 Penalty: 14345.398438
	Iteration 44Q: 3 clusters Score -2.765727e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -27657446.000000 Penalty: 14345.398438
	Iteration 45Q: 3 clusters Score -2.765745e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -27657584.000000 Penalty: 14345.398438
	Iteration 46Q: 3 clusters Score -2.765758e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -27657732.000000 Penalty: 14345.398438
	Iteration 47Q: 3 clusters Score -2.765773e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100314 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -27657796.000000 Penalty: 14345.398438
	Iteration 48Q: 3 clusters Score -2.76578e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100857 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -27657858.000000 Penalty: 14345.398438
	Iteration 49Q: 3 clusters Score -2.765786e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101385 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -27657922.000000 Penalty: 14345.398438
	Iteration 50Q: 3 clusters Score -2.765792e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -27658016.000000 Penalty: 14345.398438
	Iteration 51Q: 3 clusters Score -2.765802e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102335 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -27658158.000000 Penalty: 14345.398438
	Iteration 52Q: 3 clusters Score -2.765816e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102771 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -27658150.000000 Penalty: 14345.398438
	Iteration 53Q: 3 clusters Score -2.765815e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103192 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -27658224.000000 Penalty: 14345.398438
	Iteration 54Q: 3 clusters Score -2.765822e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -27658320.000000 Penalty: 14345.398438
	Iteration 55Q: 3 clusters Score -2.765832e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103977 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -27658402.000000 Penalty: 14345.398438
	Iteration 56Q: 3 clusters Score -2.76584e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -27658484.000000 Penalty: 14345.398438
	Iteration 57Q: 3 clusters Score -2.765848e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104702 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -27658544.000000 Penalty: 14345.398438
	Iteration 58Q: 3 clusters Score -2.765854e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -27658528.000000 Penalty: 14345.398438
	Iteration 59Q: 3 clusters Score -2.765853e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -27658624.000000 Penalty: 14345.398438
	Iteration 60F: 3 clusters Score -2.765862e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -27658688.000000 Penalty: 14345.398438
	Iteration 61Q: 3 clusters Score -2.765869e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105902 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -27658684.000000 Penalty: 14345.398438
	Iteration 62Q: 3 clusters Score -2.765868e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106139 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -27658688.000000 Penalty: 14345.398438
	Iteration 63Q: 3 clusters Score -2.765869e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -27658728.000000 Penalty: 14345.398438
	Iteration 64Q: 3 clusters Score -2.765873e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106576 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -27658696.000000 Penalty: 14345.398438
	Iteration 65Q: 3 clusters Score -2.76587e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106763 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -27658696.000000 Penalty: 14345.398438
	Iteration 66Q: 3 clusters Score -2.76587e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -27658736.000000 Penalty: 14345.398438
	Iteration 67Q: 3 clusters Score -2.765874e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -27658774.000000 Penalty: 14345.398438
	Iteration 68Q: 3 clusters Score -2.765877e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107259 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -27658836.000000 Penalty: 14345.398438
	Iteration 69Q: 3 clusters Score -2.765884e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107387 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -27658870.000000 Penalty: 14345.398438
	Iteration 70Q: 3 clusters Score -2.765887e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -27658864.000000 Penalty: 14345.398438
	Iteration 71Q: 3 clusters Score -2.765886e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -27658884.000000 Penalty: 14345.398438
	Iteration 72Q: 3 clusters Score -2.765888e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -27658874.000000 Penalty: 14345.398438
	Iteration 73Q: 3 clusters Score -2.765887e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107824 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -27658848.000000 Penalty: 14345.398438
	Iteration 74Q: 3 clusters Score -2.765885e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -27658856.000000 Penalty: 14345.398438
	Iteration 75Q: 3 clusters Score -2.765886e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107996 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -27658850.000000 Penalty: 14345.398438
	Iteration 76Q: 3 clusters Score -2.765885e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108061 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -27658892.000000 Penalty: 14345.398438
	Iteration 77Q: 3 clusters Score -2.765889e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108131 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -27658880.000000 Penalty: 14345.398438
	Iteration 78Q: 3 clusters Score -2.765888e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108196 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -27658856.000000 Penalty: 14345.398438
	Iteration 79Q: 3 clusters Score -2.765886e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -27658878.000000 Penalty: 14345.398438
	Iteration 80F: 3 clusters Score -2.765888e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -27658924.000000 Penalty: 14345.398438
	Iteration 81Q: 3 clusters Score -2.765892e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -27658946.000000 Penalty: 14345.398438
	Iteration 82Q: 3 clusters Score -2.765895e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108426 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -27658946.000000 Penalty: 14345.398438
	Iteration 83Q: 3 clusters Score -2.765895e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108473 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -27658934.000000 Penalty: 14345.398438
	Iteration 84Q: 3 clusters Score -2.765893e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -27658950.000000 Penalty: 14345.398438
	Iteration 85Q: 3 clusters Score -2.765895e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -27658938.000000 Penalty: 14345.398438
	Iteration 86Q: 3 clusters Score -2.765894e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108614 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -27658958.000000 Penalty: 14345.398438
	Iteration 87Q: 3 clusters Score -2.765896e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -27658982.000000 Penalty: 14345.398438
	Iteration 88Q: 3 clusters Score -2.765898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -27658980.000000 Penalty: 14345.398438
	Iteration 89Q: 3 clusters Score -2.765898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108707 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -27659024.000000 Penalty: 14345.398438
	Iteration 90Q: 3 clusters Score -2.765902e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -27659052.000000 Penalty: 14345.398438
	Iteration 91Q: 3 clusters Score -2.765905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108777 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -27659066.000000 Penalty: 14345.398438
	Iteration 92Q: 3 clusters Score -2.765907e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -27659008.000000 Penalty: 14345.398438
	Iteration 93Q: 3 clusters Score -2.765901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108844 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -27659036.000000 Penalty: 14345.398438
	Iteration 94Q: 3 clusters Score -2.765904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108864 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -27659048.000000 Penalty: 14345.398438
	Iteration 95Q: 3 clusters Score -2.765905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -27659052.000000 Penalty: 14345.398438
	Iteration 96Q: 3 clusters Score -2.765905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -27659064.000000 Penalty: 14345.398438
	Iteration 97Q: 3 clusters Score -2.765906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -27659068.000000 Penalty: 14345.398438
	Iteration 98Q: 3 clusters Score -2.765907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -27659062.000000 Penalty: 14345.398438
	Iteration 99Q: 3 clusters Score -2.765906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -27659086.000000 Penalty: 14345.398438
	Iteration 100F: 3 clusters Score -2.765909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108964 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -27659088.000000 Penalty: 14345.398438
	Iteration 101Q: 3 clusters Score -2.765909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108982 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -27659096.000000 Penalty: 14345.398438
	Iteration 102Q: 3 clusters Score -2.76591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109003 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -27659102.000000 Penalty: 14345.398438
	Iteration 103Q: 3 clusters Score -2.76591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -27659072.000000 Penalty: 14345.398438
	Iteration 104Q: 3 clusters Score -2.765907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -27659088.000000 Penalty: 14345.398438
	Iteration 105Q: 3 clusters Score -2.765909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -27659086.000000 Penalty: 14345.398438
	Iteration 106Q: 3 clusters Score -2.765909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -27659096.000000 Penalty: 14345.398438
	Iteration 107Q: 3 clusters Score -2.76591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109062 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -27659066.000000 Penalty: 14345.398438
	Iteration 108Q: 3 clusters Score -2.765907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109069 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -27659084.000000 Penalty: 14345.398438
	Iteration 109Q: 3 clusters Score -2.765908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -27659102.000000 Penalty: 14345.398438
	Iteration 110Q: 3 clusters Score -2.76591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -27659088.000000 Penalty: 14345.398438
	Iteration 111Q: 3 clusters Score -2.765909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -27659094.000000 Penalty: 14345.398438
	Iteration 112Q: 3 clusters Score -2.765909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109108 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -27659074.000000 Penalty: 14345.398438
	Iteration 113Q: 3 clusters Score -2.765907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109116 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -27659068.000000 Penalty: 14345.398438
	Iteration 114Q: 3 clusters Score -2.765907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -27659064.000000 Penalty: 14345.398438
	Iteration 115Q: 3 clusters Score -2.765906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109135 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -27659084.000000 Penalty: 14345.398438
	Iteration 116Q: 3 clusters Score -2.765908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109143 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -27659058.000000 Penalty: 14345.398438
	Iteration 117Q: 3 clusters Score -2.765906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -27659046.000000 Penalty: 14345.398438
	Iteration 118Q: 3 clusters Score -2.765905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109168 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -27659058.000000 Penalty: 14345.398438
	Iteration 119Q: 3 clusters Score -2.765906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109175 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -27659070.000000 Penalty: 14345.398438
	Iteration 120F: 3 clusters Score -2.765907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109186 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -27659082.000000 Penalty: 14345.398438
	Iteration 121Q: 3 clusters Score -2.765908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -27659060.000000 Penalty: 14345.398438
	Iteration 122Q: 3 clusters Score -2.765906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109195 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -27659064.000000 Penalty: 14345.398438
	Iteration 123Q: 3 clusters Score -2.765906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109197 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -27659062.000000 Penalty: 14345.398438
	Iteration 124Q: 3 clusters Score -2.765906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109208 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -27659070.000000 Penalty: 14345.398438
	Iteration 125Q: 3 clusters Score -2.765907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -27659060.000000 Penalty: 14345.398438
	Iteration 126Q: 3 clusters Score -2.765906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -27659076.000000 Penalty: 14345.398438
	Iteration 127Q: 3 clusters Score -2.765908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -27659074.000000 Penalty: 14345.398438
	Iteration 128Q: 3 clusters Score -2.765907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109237 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -27659062.000000 Penalty: 14345.398438
	Iteration 129Q: 3 clusters Score -2.765906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -27659066.000000 Penalty: 14345.398438
	Iteration 130Q: 3 clusters Score -2.765907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109249 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -27659092.000000 Penalty: 14345.398438
	Iteration 131Q: 3 clusters Score -2.765909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109255 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -27659072.000000 Penalty: 14345.398438
	Iteration 132Q: 3 clusters Score -2.765907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109261 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -27659074.000000 Penalty: 14345.398438
	Iteration 133Q: 3 clusters Score -2.765907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109266 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -27659082.000000 Penalty: 14345.398438
	Iteration 134Q: 3 clusters Score -2.765908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109268 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -27659086.000000 Penalty: 14345.398438
	Iteration 135Q: 3 clusters Score -2.765909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -27659088.000000 Penalty: 14345.398438
	Iteration 136Q: 3 clusters Score -2.765909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -27659088.000000 Penalty: 14345.398438
	Iteration 137Q: 3 clusters Score -2.765909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -27659090.000000 Penalty: 14345.398438
	Iteration 138Q: 3 clusters Score -2.765909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109273 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -27659090.000000 Penalty: 14345.398438
	Iteration 139Q: 3 clusters Score -2.765909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109274 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -27659098.000000 Penalty: 14345.398438
	Iteration 140F: 3 clusters Score -2.76591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -27659082.000000 Penalty: 14345.398438
	Iteration 141Q: 3 clusters Score -2.765908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109282 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -27659088.000000 Penalty: 14345.398438
	Iteration 142Q: 3 clusters Score -2.765909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109287 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -27659080.000000 Penalty: 14345.398438
	Iteration 143Q: 3 clusters Score -2.765908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109291 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -27659080.000000 Penalty: 14345.398438
	Iteration 144Q: 3 clusters Score -2.765908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109296 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -27659074.000000 Penalty: 14345.398438
	Iteration 145Q: 3 clusters Score -2.765907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -27659046.000000 Penalty: 14345.398438
	Iteration 146Q: 3 clusters Score -2.765905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -27659074.000000 Penalty: 14345.398438
	Iteration 147Q: 3 clusters Score -2.765907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -27659076.000000 Penalty: 14345.398438
	Iteration 148Q: 3 clusters Score -2.765908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -27659078.000000 Penalty: 14345.398438
	Iteration 149Q: 3 clusters Score -2.765908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -27659074.000000 Penalty: 14345.398438
	Iteration 150Q: 3 clusters Score -2.765907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -27659078.000000 Penalty: 14345.398438
	Iteration 151Q: 3 clusters Score -2.765908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -27659078.000000 Penalty: 14345.398438
	Iteration 152F: 3 clusters Score -2.765908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Entering Unmasked Estep 
Score: -3218458.750000 Penalty: 5864.804688
	Iteration 0F: 2 clusters Score -3218459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3205628.500000 Penalty: 11729.609375
	Iteration 0F: 3 clusters Score -3205628 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3209139.250000 Penalty: 11729.609375
	Iteration 1F: 3 clusters Score -3209139 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3210230.000000 Penalty: 11729.609375
	Iteration 2F: 3 clusters Score -3210230 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3211253.500000 Penalty: 11729.609375
	Iteration 3F: 3 clusters Score -3211254 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3212339.250000 Penalty: 11729.609375
	Iteration 4F: 3 clusters Score -3212339 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3213414.750000 Penalty: 11729.609375
	Iteration 5F: 3 clusters Score -3213415 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3214385.000000 Penalty: 11729.609375
	Iteration 6F: 3 clusters Score -3214385 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3215161.250000 Penalty: 11729.609375
	Iteration 7F: 3 clusters Score -3215161 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3215614.250000 Penalty: 11729.609375
	Iteration 8Q: 3 clusters Score -3215614 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3215859.500000 Penalty: 11729.609375
	Iteration 9Q: 3 clusters Score -3215860 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3215984.750000 Penalty: 11729.609375
	Iteration 10Q: 3 clusters Score -3215985 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3216073.000000 Penalty: 11729.609375
	Iteration 11Q: 3 clusters Score -3216073 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3216116.000000 Penalty: 11729.609375
	Iteration 12Q: 3 clusters Score -3216116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -3216160.250000 Penalty: 11729.609375
	Iteration 13Q: 3 clusters Score -3216160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3216176.000000 Penalty: 11729.609375
	Iteration 14Q: 3 clusters Score -3216176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3216197.750000 Penalty: 11729.609375
	Iteration 15Q: 3 clusters Score -3216198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3216209.750000 Penalty: 11729.609375
	Iteration 16Q: 3 clusters Score -3216210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3216213.750000 Penalty: 11729.609375
	Iteration 17Q: 3 clusters Score -3216214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3216218.750000 Penalty: 11729.609375
	Iteration 18Q: 3 clusters Score -3216219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3216216.750000 Penalty: 11729.609375
	Iteration 19Q: 3 clusters Score -3216217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3216220.750000 Penalty: 11729.609375
	Iteration 20F: 3 clusters Score -3216221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3216219.000000 Penalty: 11729.609375
	Iteration 21Q: 3 clusters Score -3216219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3216223.750000 Penalty: 11729.609375
	Iteration 22Q: 3 clusters Score -3216224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3216227.500000 Penalty: 11729.609375
	Iteration 23Q: 3 clusters Score -3216228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3216226.500000 Penalty: 11729.609375
	Iteration 24Q: 3 clusters Score -3216226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3216224.000000 Penalty: 11729.609375
	Iteration 25Q: 3 clusters Score -3216224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3216224.750000 Penalty: 11729.609375
	Iteration 26Q: 3 clusters Score -3216225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3216228.250000 Penalty: 11729.609375
	Iteration 27Q: 3 clusters Score -3216228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3216232.000000 Penalty: 11729.609375
	Iteration 28Q: 3 clusters Score -3216232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3216235.750000 Penalty: 11729.609375
	Iteration 29Q: 3 clusters Score -3216236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3216235.750000 Penalty: 11729.609375
	Iteration 30Q: 3 clusters Score -3216236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3216235.750000 Penalty: 11729.609375
	Iteration 31F: 3 clusters Score -3216236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Entering Unmasked Estep 
Score: -3576124.750000 Penalty: 5913.742676
	Iteration 0F: 2 clusters Score -3576125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3562420.000000 Penalty: 11827.485352
	Iteration 0F: 3 clusters Score -3562420 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3565753.500000 Penalty: 11827.485352
	Iteration 1F: 3 clusters Score -3565754 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3566297.000000 Penalty: 11827.485352
	Iteration 2F: 3 clusters Score -3566297 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -3566629.000000 Penalty: 11827.485352
	Iteration 3Q: 3 clusters Score -3566629 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3566863.500000 Penalty: 11827.485352
	Iteration 4Q: 3 clusters Score -3566864 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3567018.000000 Penalty: 11827.485352
	Iteration 5Q: 3 clusters Score -3567018 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3567131.500000 Penalty: 11827.485352
	Iteration 6Q: 3 clusters Score -3567132 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3567223.250000 Penalty: 11827.485352
	Iteration 7Q: 3 clusters Score -3567223 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3567293.500000 Penalty: 11827.485352
	Iteration 8Q: 3 clusters Score -3567294 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3567369.000000 Penalty: 11827.485352
	Iteration 9Q: 3 clusters Score -3567369 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3567431.250000 Penalty: 11827.485352
	Iteration 10Q: 3 clusters Score -3567431 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3567487.000000 Penalty: 11827.485352
	Iteration 11Q: 3 clusters Score -3567487 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3567552.250000 Penalty: 11827.485352
	Iteration 12Q: 3 clusters Score -3567552 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3567600.500000 Penalty: 11827.485352
	Iteration 13Q: 3 clusters Score -3567600 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3567675.000000 Penalty: 11827.485352
	Iteration 14Q: 3 clusters Score -3567675 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3567735.000000 Penalty: 11827.485352
	Iteration 15Q: 3 clusters Score -3567735 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3567809.500000 Penalty: 11827.485352
	Iteration 16Q: 3 clusters Score -3567810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3567895.250000 Penalty: 11827.485352
	Iteration 17Q: 3 clusters Score -3567895 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3567995.750000 Penalty: 11827.485352
	Iteration 18Q: 3 clusters Score -3567996 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3568135.000000 Penalty: 11827.485352
	Iteration 19Q: 3 clusters Score -3568135 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3568235.250000 Penalty: 11827.485352
	Iteration 20F: 3 clusters Score -3568235 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -3568365.750000 Penalty: 11827.485352
	Iteration 21Q: 3 clusters Score -3568366 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3568521.000000 Penalty: 11827.485352
	Iteration 22Q: 3 clusters Score -3568521 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -3568667.500000 Penalty: 11827.485352
	Iteration 23Q: 3 clusters Score -3568668 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3568800.000000 Penalty: 11827.485352
	Iteration 24Q: 3 clusters Score -3568800 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3568907.750000 Penalty: 11827.485352
	Iteration 25Q: 3 clusters Score -3568908 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3568986.750000 Penalty: 11827.485352
	Iteration 26Q: 3 clusters Score -3568987 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3569060.250000 Penalty: 11827.485352
	Iteration 27Q: 3 clusters Score -3569060 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3569128.250000 Penalty: 11827.485352
	Iteration 28Q: 3 clusters Score -3569128 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3569181.750000 Penalty: 11827.485352
	Iteration 29Q: 3 clusters Score -3569182 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3569250.750000 Penalty: 11827.485352
	Iteration 30Q: 3 clusters Score -3569251 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3569313.750000 Penalty: 11827.485352
	Iteration 31Q: 3 clusters Score -3569314 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3569370.000000 Penalty: 11827.485352
	Iteration 32Q: 3 clusters Score -3569370 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3569429.000000 Penalty: 11827.485352
	Iteration 33Q: 3 clusters Score -3569429 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3569525.250000 Penalty: 11827.485352
	Iteration 34Q: 3 clusters Score -3569525 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3569617.750000 Penalty: 11827.485352
	Iteration 35Q: 3 clusters Score -3569618 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3569728.000000 Penalty: 11827.485352
	Iteration 36Q: 3 clusters Score -3569728 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3569846.750000 Penalty: 11827.485352
	Iteration 37Q: 3 clusters Score -3569847 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3569956.750000 Penalty: 11827.485352
	Iteration 38Q: 3 clusters Score -3569957 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3570107.750000 Penalty: 11827.485352
	Iteration 39Q: 3 clusters Score -3570108 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3570271.250000 Penalty: 11827.485352
	Iteration 40F: 3 clusters Score -3570271 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3570484.000000 Penalty: 11827.485352
	Iteration 41Q: 3 clusters Score -3570484 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3570670.500000 Penalty: 11827.485352
	Iteration 42Q: 3 clusters Score -3570670 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3570929.000000 Penalty: 11827.485352
	Iteration 43Q: 3 clusters Score -3570929 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3571215.000000 Penalty: 11827.485352
	Iteration 44Q: 3 clusters Score -3571215 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3571435.250000 Penalty: 11827.485352
	Iteration 45Q: 3 clusters Score -3571435 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3571562.250000 Penalty: 11827.485352
	Iteration 46Q: 3 clusters Score -3571562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3571623.250000 Penalty: 11827.485352
	Iteration 47Q: 3 clusters Score -3571623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3571661.500000 Penalty: 11827.485352
	Iteration 48Q: 3 clusters Score -3571662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3571685.000000 Penalty: 11827.485352
	Iteration 49Q: 3 clusters Score -3571685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3571700.250000 Penalty: 11827.485352
	Iteration 50Q: 3 clusters Score -3571700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3571714.500000 Penalty: 11827.485352
	Iteration 51Q: 3 clusters Score -3571714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3571709.000000 Penalty: 11827.485352
	Iteration 52Q: 3 clusters Score -3571709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3571714.750000 Penalty: 11827.485352
	Iteration 53Q: 3 clusters Score -3571715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -3571716.750000 Penalty: 11827.485352
	Iteration 54Q: 3 clusters Score -3571717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3571718.750000 Penalty: 11827.485352
	Iteration 55Q: 3 clusters Score -3571719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3571718.500000 Penalty: 11827.485352
	Iteration 56Q: 3 clusters Score -3571718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3571725.000000 Penalty: 11827.485352
	Iteration 57Q: 3 clusters Score -3571725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3571725.500000 Penalty: 11827.485352
	Iteration 58Q: 3 clusters Score -3571726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3571717.750000 Penalty: 11827.485352
	Iteration 59Q: 3 clusters Score -3571718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3571726.250000 Penalty: 11827.485352
	Iteration 60F: 3 clusters Score -3571726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3571724.000000 Penalty: 11827.485352
	Iteration 61Q: 3 clusters Score -3571724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3571724.750000 Penalty: 11827.485352
	Iteration 62Q: 3 clusters Score -3571725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3571724.750000 Penalty: 11827.485352
	Iteration 63F: 3 clusters Score -3571725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Entering Unmasked Estep 
Score: -9030488.000000 Penalty: 6480.045410
	Iteration 0F: 2 clusters Score -9030488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -9001760.000000 Penalty: 12960.090820
	Iteration 0F: 3 clusters Score -9001760 nChanged 16965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -9010641.000000 Penalty: 12960.090820
	Iteration 1F: 3 clusters Score -9010641 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -9011386.000000 Penalty: 12960.090820
	Iteration 2F: 3 clusters Score -9011386 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -9012004.000000 Penalty: 12960.090820
	Iteration 3Q: 3 clusters Score -9012004 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -9012503.000000 Penalty: 12960.090820
	Iteration 4Q: 3 clusters Score -9012503 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -9012925.000000 Penalty: 12960.090820
	Iteration 5Q: 3 clusters Score -9012925 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -9013254.000000 Penalty: 12960.090820
	Iteration 6Q: 3 clusters Score -9013254 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -9013673.000000 Penalty: 12960.090820
	Iteration 7Q: 3 clusters Score -9013673 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -9014118.000000 Penalty: 12960.090820
	Iteration 8Q: 3 clusters Score -9014118 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -9014626.000000 Penalty: 12960.090820
	Iteration 9Q: 3 clusters Score -9014626 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -9015254.000000 Penalty: 12960.090820
	Iteration 10Q: 3 clusters Score -9015254 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -9015978.000000 Penalty: 12960.090820
	Iteration 11Q: 3 clusters Score -9015978 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -9016835.000000 Penalty: 12960.090820
	Iteration 12Q: 3 clusters Score -9016835 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -9017840.000000 Penalty: 12960.090820
	Iteration 13Q: 3 clusters Score -9017840 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -9018807.000000 Penalty: 12960.090820
	Iteration 14Q: 3 clusters Score -9018807 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -9019631.000000 Penalty: 12960.090820
	Iteration 15Q: 3 clusters Score -9019631 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -9020404.000000 Penalty: 12960.090820
	Iteration 16Q: 3 clusters Score -9020404 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -9021137.000000 Penalty: 12960.090820
	Iteration 17Q: 3 clusters Score -9021137 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -9021803.000000 Penalty: 12960.090820
	Iteration 18Q: 3 clusters Score -9021803 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -9022552.000000 Penalty: 12960.090820
	Iteration 19Q: 3 clusters Score -9022552 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -9023272.000000 Penalty: 12960.090820
	Iteration 20F: 3 clusters Score -9023272 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -9024024.000000 Penalty: 12960.090820
	Iteration 21Q: 3 clusters Score -9024024 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -9024655.000000 Penalty: 12960.090820
	Iteration 22Q: 3 clusters Score -9024655 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -9025173.000000 Penalty: 12960.090820
	Iteration 23Q: 3 clusters Score -9025173 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -9025606.000000 Penalty: 12960.090820
	Iteration 24Q: 3 clusters Score -9025606 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -9025999.000000 Penalty: 12960.090820
	Iteration 25Q: 3 clusters Score -9025999 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -9026219.000000 Penalty: 12960.090820
	Iteration 26Q: 3 clusters Score -9026219 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -9026286.000000 Penalty: 12960.090820
	Iteration 27Q: 3 clusters Score -9026286 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -9026381.000000 Penalty: 12960.090820
	Iteration 28Q: 3 clusters Score -9026381 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -9026384.000000 Penalty: 12960.090820
	Iteration 29Q: 3 clusters Score -9026384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -9026400.000000 Penalty: 12960.090820
	Iteration 30Q: 3 clusters Score -9026400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -9026414.000000 Penalty: 12960.090820
	Iteration 31Q: 3 clusters Score -9026414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -9026406.000000 Penalty: 12960.090820
	Iteration 32Q: 3 clusters Score -9026406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -9026403.000000 Penalty: 12960.090820
	Iteration 33Q: 3 clusters Score -9026403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -9026417.000000 Penalty: 12960.090820
	Iteration 34Q: 3 clusters Score -9026417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -9026422.000000 Penalty: 12960.090820
	Iteration 35Q: 3 clusters Score -9026422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -9026407.000000 Penalty: 12960.090820
	Iteration 36Q: 3 clusters Score -9026407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -9026417.000000 Penalty: 12960.090820
	Iteration 37Q: 3 clusters Score -9026417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -9026417.000000 Penalty: 12960.090820
	Iteration 38Q: 3 clusters Score -9026417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -9026416.000000 Penalty: 12960.090820
	Iteration 39Q: 3 clusters Score -9026416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -9026415.000000 Penalty: 12960.090820
	Iteration 40F: 3 clusters Score -9026415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -9026411.000000 Penalty: 12960.090820
	Iteration 41Q: 3 clusters Score -9026411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -9026410.000000 Penalty: 12960.090820
	Iteration 42Q: 3 clusters Score -9026410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -9026410.000000 Penalty: 12960.090820
	Iteration 43F: 3 clusters Score -9026410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Entering Unmasked Estep 
Score: -2057627.000000 Penalty: 5590.195801
	Iteration 0F: 2 clusters Score -2057627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2047885.625000 Penalty: 11180.391602
	Iteration 0F: 3 clusters Score -2047886 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2049924.125000 Penalty: 11180.391602
	Iteration 1F: 3 clusters Score -2049924 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2050383.250000 Penalty: 11180.391602
	Iteration 2F: 3 clusters Score -2050383 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2050643.375000 Penalty: 11180.391602
	Iteration 3Q: 3 clusters Score -2050643 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2050847.875000 Penalty: 11180.391602
	Iteration 4Q: 3 clusters Score -2050848 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2051024.125000 Penalty: 11180.391602
	Iteration 5Q: 3 clusters Score -2051024 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2051158.750000 Penalty: 11180.391602
	Iteration 6Q: 3 clusters Score -2051159 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2051269.750000 Penalty: 11180.391602
	Iteration 7Q: 3 clusters Score -2051270 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2051354.750000 Penalty: 11180.391602
	Iteration 8Q: 3 clusters Score -2051355 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2051429.125000 Penalty: 11180.391602
	Iteration 9Q: 3 clusters Score -2051429 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2051483.875000 Penalty: 11180.391602
	Iteration 10Q: 3 clusters Score -2051484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2051529.375000 Penalty: 11180.391602
	Iteration 11Q: 3 clusters Score -2051529 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2051580.500000 Penalty: 11180.391602
	Iteration 12Q: 3 clusters Score -2051580 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2051624.750000 Penalty: 11180.391602
	Iteration 13Q: 3 clusters Score -2051625 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2051680.875000 Penalty: 11180.391602
	Iteration 14Q: 3 clusters Score -2051681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2051727.875000 Penalty: 11180.391602
	Iteration 15Q: 3 clusters Score -2051728 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2051765.625000 Penalty: 11180.391602
	Iteration 16Q: 3 clusters Score -2051766 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2051801.625000 Penalty: 11180.391602
	Iteration 17Q: 3 clusters Score -2051802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2051828.250000 Penalty: 11180.391602
	Iteration 18Q: 3 clusters Score -2051828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2051854.750000 Penalty: 11180.391602
	Iteration 19Q: 3 clusters Score -2051855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2051881.375000 Penalty: 11180.391602
	Iteration 20F: 3 clusters Score -2051881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2051904.500000 Penalty: 11180.391602
	Iteration 21Q: 3 clusters Score -2051904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2051933.375000 Penalty: 11180.391602
	Iteration 22Q: 3 clusters Score -2051933 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2051963.500000 Penalty: 11180.391602
	Iteration 23Q: 3 clusters Score -2051964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2051996.500000 Penalty: 11180.391602
	Iteration 24Q: 3 clusters Score -2051996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2052015.000000 Penalty: 11180.391602
	Iteration 25Q: 3 clusters Score -2052015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2052048.500000 Penalty: 11180.391602
	Iteration 26Q: 3 clusters Score -2052048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2052061.500000 Penalty: 11180.391602
	Iteration 27Q: 3 clusters Score -2052062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2052092.250000 Penalty: 11180.391602
	Iteration 28Q: 3 clusters Score -2052092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2052126.875000 Penalty: 11180.391602
	Iteration 29Q: 3 clusters Score -2052127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2052161.250000 Penalty: 11180.391602
	Iteration 30Q: 3 clusters Score -2052161 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2052193.375000 Penalty: 11180.391602
	Iteration 31Q: 3 clusters Score -2052193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2052226.000000 Penalty: 11180.391602
	Iteration 32Q: 3 clusters Score -2052226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2052250.250000 Penalty: 11180.391602
	Iteration 33Q: 3 clusters Score -2052250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2052280.500000 Penalty: 11180.391602
	Iteration 34Q: 3 clusters Score -2052280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2052302.875000 Penalty: 11180.391602
	Iteration 35Q: 3 clusters Score -2052303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2052328.500000 Penalty: 11180.391602
	Iteration 36Q: 3 clusters Score -2052328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2052351.000000 Penalty: 11180.391602
	Iteration 37Q: 3 clusters Score -2052351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2052361.125000 Penalty: 11180.391602
	Iteration 38Q: 3 clusters Score -2052361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2052378.875000 Penalty: 11180.391602
	Iteration 39Q: 3 clusters Score -2052379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2052397.750000 Penalty: 11180.391602
	Iteration 40F: 3 clusters Score -2052398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2052409.250000 Penalty: 11180.391602
	Iteration 41Q: 3 clusters Score -2052409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2052420.000000 Penalty: 11180.391602
	Iteration 42Q: 3 clusters Score -2052420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2052435.750000 Penalty: 11180.391602
	Iteration 43Q: 3 clusters Score -2052436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2052447.500000 Penalty: 11180.391602
	Iteration 44Q: 3 clusters Score -2052448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2052449.375000 Penalty: 11180.391602
	Iteration 45Q: 3 clusters Score -2052449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2052458.875000 Penalty: 11180.391602
	Iteration 46Q: 3 clusters Score -2052459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2052472.625000 Penalty: 11180.391602
	Iteration 47Q: 3 clusters Score -2052473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2052474.500000 Penalty: 11180.391602
	Iteration 48Q: 3 clusters Score -2052474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2052474.625000 Penalty: 11180.391602
	Iteration 49Q: 3 clusters Score -2052475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2052485.125000 Penalty: 11180.391602
	Iteration 50Q: 3 clusters Score -2052485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2052481.500000 Penalty: 11180.391602
	Iteration 51Q: 3 clusters Score -2052482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2052487.375000 Penalty: 11180.391602
	Iteration 52Q: 3 clusters Score -2052487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2052488.625000 Penalty: 11180.391602
	Iteration 53Q: 3 clusters Score -2052489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2052496.125000 Penalty: 11180.391602
	Iteration 54Q: 3 clusters Score -2052496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2052507.875000 Penalty: 11180.391602
	Iteration 55Q: 3 clusters Score -2052508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2052510.125000 Penalty: 11180.391602
	Iteration 56Q: 3 clusters Score -2052510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2052517.875000 Penalty: 11180.391602
	Iteration 57Q: 3 clusters Score -2052518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2052525.250000 Penalty: 11180.391602
	Iteration 58Q: 3 clusters Score -2052525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2052531.500000 Penalty: 11180.391602
	Iteration 59Q: 3 clusters Score -2052532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2052538.250000 Penalty: 11180.391602
	Iteration 60F: 3 clusters Score -2052538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2052545.000000 Penalty: 11180.391602
	Iteration 61Q: 3 clusters Score -2052545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2052548.000000 Penalty: 11180.391602
	Iteration 62Q: 3 clusters Score -2052548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2052561.625000 Penalty: 11180.391602
	Iteration 63Q: 3 clusters Score -2052562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2052570.125000 Penalty: 11180.391602
	Iteration 64Q: 3 clusters Score -2052570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2052581.250000 Penalty: 11180.391602
	Iteration 65Q: 3 clusters Score -2052581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2052582.875000 Penalty: 11180.391602
	Iteration 66Q: 3 clusters Score -2052583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2052598.500000 Penalty: 11180.391602
	Iteration 67Q: 3 clusters Score -2052598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2052607.875000 Penalty: 11180.391602
	Iteration 68Q: 3 clusters Score -2052608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2052607.250000 Penalty: 11180.391602
	Iteration 69Q: 3 clusters Score -2052607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2052619.500000 Penalty: 11180.391602
	Iteration 70Q: 3 clusters Score -2052620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2052627.375000 Penalty: 11180.391602
	Iteration 71Q: 3 clusters Score -2052627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2052633.625000 Penalty: 11180.391602
	Iteration 72Q: 3 clusters Score -2052634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2052640.375000 Penalty: 11180.391602
	Iteration 73Q: 3 clusters Score -2052640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2052647.625000 Penalty: 11180.391602
	Iteration 74Q: 3 clusters Score -2052648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2052656.125000 Penalty: 11180.391602
	Iteration 75Q: 3 clusters Score -2052656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2052657.000000 Penalty: 11180.391602
	Iteration 76Q: 3 clusters Score -2052657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2052666.625000 Penalty: 11180.391602
	Iteration 77Q: 3 clusters Score -2052667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2052675.375000 Penalty: 11180.391602
	Iteration 78Q: 3 clusters Score -2052675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2052685.375000 Penalty: 11180.391602
	Iteration 79Q: 3 clusters Score -2052685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2052688.000000 Penalty: 11180.391602
	Iteration 80F: 3 clusters Score -2052688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2052702.750000 Penalty: 11180.391602
	Iteration 81Q: 3 clusters Score -2052703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2052712.125000 Penalty: 11180.391602
	Iteration 82Q: 3 clusters Score -2052712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2052720.500000 Penalty: 11180.391602
	Iteration 83Q: 3 clusters Score -2052720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2052722.750000 Penalty: 11180.391602
	Iteration 84Q: 3 clusters Score -2052723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2052736.250000 Penalty: 11180.391602
	Iteration 85Q: 3 clusters Score -2052736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2052739.625000 Penalty: 11180.391602
	Iteration 86Q: 3 clusters Score -2052740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2052750.750000 Penalty: 11180.391602
	Iteration 87Q: 3 clusters Score -2052751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2052757.750000 Penalty: 11180.391602
	Iteration 88Q: 3 clusters Score -2052758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2052768.375000 Penalty: 11180.391602
	Iteration 89Q: 3 clusters Score -2052768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2052788.000000 Penalty: 11180.391602
	Iteration 90Q: 3 clusters Score -2052788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2052793.250000 Penalty: 11180.391602
	Iteration 91Q: 3 clusters Score -2052793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2052804.250000 Penalty: 11180.391602
	Iteration 92Q: 3 clusters Score -2052804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2052816.625000 Penalty: 11180.391602
	Iteration 93Q: 3 clusters Score -2052817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2052839.500000 Penalty: 11180.391602
	Iteration 94Q: 3 clusters Score -2052840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2052850.750000 Penalty: 11180.391602
	Iteration 95Q: 3 clusters Score -2052851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2052860.250000 Penalty: 11180.391602
	Iteration 96Q: 3 clusters Score -2052860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2052872.750000 Penalty: 11180.391602
	Iteration 97Q: 3 clusters Score -2052873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2052879.375000 Penalty: 11180.391602
	Iteration 98Q: 3 clusters Score -2052879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2052886.000000 Penalty: 11180.391602
	Iteration 99Q: 3 clusters Score -2052886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2052887.500000 Penalty: 11180.391602
	Iteration 100F: 3 clusters Score -2052888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2052888.250000 Penalty: 11180.391602
	Iteration 101Q: 3 clusters Score -2052888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2052889.250000 Penalty: 11180.391602
	Iteration 102Q: 3 clusters Score -2052889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2052895.250000 Penalty: 11180.391602
	Iteration 103Q: 3 clusters Score -2052895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2052895.000000 Penalty: 11180.391602
	Iteration 104Q: 3 clusters Score -2052895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2052895.000000 Penalty: 11180.391602
	Iteration 105Q: 3 clusters Score -2052895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2052898.375000 Penalty: 11180.391602
	Iteration 106Q: 3 clusters Score -2052898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2052898.375000 Penalty: 11180.391602
	Iteration 107F: 3 clusters Score -2052898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Entering Unmasked Estep 
Score: -1803994.875000 Penalty: 5489.700195
	Iteration 0F: 2 clusters Score -1803995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1795170.125000 Penalty: 10979.400391
	Iteration 0F: 3 clusters Score -1795170 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1796776.125000 Penalty: 10979.400391
	Iteration 1F: 3 clusters Score -1796776 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1797165.625000 Penalty: 10979.400391
	Iteration 2F: 3 clusters Score -1797166 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1797377.125000 Penalty: 10979.400391
	Iteration 3Q: 3 clusters Score -1797377 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1797535.250000 Penalty: 10979.400391
	Iteration 4Q: 3 clusters Score -1797535 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1797636.875000 Penalty: 10979.400391
	Iteration 5Q: 3 clusters Score -1797637 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1797730.625000 Penalty: 10979.400391
	Iteration 6Q: 3 clusters Score -1797731 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1797805.875000 Penalty: 10979.400391
	Iteration 7Q: 3 clusters Score -1797806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1797838.750000 Penalty: 10979.400391
	Iteration 8Q: 3 clusters Score -1797839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1797887.125000 Penalty: 10979.400391
	Iteration 9Q: 3 clusters Score -1797887 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1797934.500000 Penalty: 10979.400391
	Iteration 10Q: 3 clusters Score -1797934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1797967.125000 Penalty: 10979.400391
	Iteration 11Q: 3 clusters Score -1797967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1797992.125000 Penalty: 10979.400391
	Iteration 12Q: 3 clusters Score -1797992 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1798026.625000 Penalty: 10979.400391
	Iteration 13Q: 3 clusters Score -1798027 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1798056.375000 Penalty: 10979.400391
	Iteration 14Q: 3 clusters Score -1798056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1798087.750000 Penalty: 10979.400391
	Iteration 15Q: 3 clusters Score -1798088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1798107.000000 Penalty: 10979.400391
	Iteration 16Q: 3 clusters Score -1798107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1798122.000000 Penalty: 10979.400391
	Iteration 17Q: 3 clusters Score -1798122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1798146.750000 Penalty: 10979.400391
	Iteration 18Q: 3 clusters Score -1798147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1798174.750000 Penalty: 10979.400391
	Iteration 19Q: 3 clusters Score -1798175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1798209.875000 Penalty: 10979.400391
	Iteration 20F: 3 clusters Score -1798210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1798242.125000 Penalty: 10979.400391
	Iteration 21Q: 3 clusters Score -1798242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1798274.000000 Penalty: 10979.400391
	Iteration 22Q: 3 clusters Score -1798274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1798310.250000 Penalty: 10979.400391
	Iteration 23Q: 3 clusters Score -1798310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1798360.625000 Penalty: 10979.400391
	Iteration 24Q: 3 clusters Score -1798361 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1798417.500000 Penalty: 10979.400391
	Iteration 25Q: 3 clusters Score -1798418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1798488.750000 Penalty: 10979.400391
	Iteration 26Q: 3 clusters Score -1798489 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1798564.125000 Penalty: 10979.400391
	Iteration 27Q: 3 clusters Score -1798564 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1798641.750000 Penalty: 10979.400391
	Iteration 28Q: 3 clusters Score -1798642 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1798717.125000 Penalty: 10979.400391
	Iteration 29Q: 3 clusters Score -1798717 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1798784.500000 Penalty: 10979.400391
	Iteration 30Q: 3 clusters Score -1798784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1798851.500000 Penalty: 10979.400391
	Iteration 31Q: 3 clusters Score -1798852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1798920.375000 Penalty: 10979.400391
	Iteration 32Q: 3 clusters Score -1798920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1798977.000000 Penalty: 10979.400391
	Iteration 33Q: 3 clusters Score -1798977 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1799016.000000 Penalty: 10979.400391
	Iteration 34Q: 3 clusters Score -1799016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1799050.750000 Penalty: 10979.400391
	Iteration 35Q: 3 clusters Score -1799051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1799080.000000 Penalty: 10979.400391
	Iteration 36Q: 3 clusters Score -1799080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1799092.875000 Penalty: 10979.400391
	Iteration 37Q: 3 clusters Score -1799093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1799104.875000 Penalty: 10979.400391
	Iteration 38Q: 3 clusters Score -1799105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1799108.625000 Penalty: 10979.400391
	Iteration 39Q: 3 clusters Score -1799109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1799115.375000 Penalty: 10979.400391
	Iteration 40F: 3 clusters Score -1799115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1799117.000000 Penalty: 10979.400391
	Iteration 41Q: 3 clusters Score -1799117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1799122.875000 Penalty: 10979.400391
	Iteration 42Q: 3 clusters Score -1799123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1799128.625000 Penalty: 10979.400391
	Iteration 43Q: 3 clusters Score -1799129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1799134.625000 Penalty: 10979.400391
	Iteration 44Q: 3 clusters Score -1799135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1799139.625000 Penalty: 10979.400391
	Iteration 45Q: 3 clusters Score -1799140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1799144.375000 Penalty: 10979.400391
	Iteration 46Q: 3 clusters Score -1799144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1799148.375000 Penalty: 10979.400391
	Iteration 47Q: 3 clusters Score -1799148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1799153.375000 Penalty: 10979.400391
	Iteration 48Q: 3 clusters Score -1799153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1799157.750000 Penalty: 10979.400391
	Iteration 49Q: 3 clusters Score -1799158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1799157.250000 Penalty: 10979.400391
	Iteration 50Q: 3 clusters Score -1799157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1799156.875000 Penalty: 10979.400391
	Iteration 51Q: 3 clusters Score -1799157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1799159.625000 Penalty: 10979.400391
	Iteration 52Q: 3 clusters Score -1799160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1799163.375000 Penalty: 10979.400391
	Iteration 53Q: 3 clusters Score -1799163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1799161.500000 Penalty: 10979.400391
	Iteration 54Q: 3 clusters Score -1799162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1799161.375000 Penalty: 10979.400391
	Iteration 55Q: 3 clusters Score -1799161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1799161.375000 Penalty: 10979.400391
	Iteration 56F: 3 clusters Score -1799161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (62701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Entering Unmasked Estep 
Score: -14229071.000000 Penalty: 6765.756348
	Iteration 0F: 2 clusters Score -1.422907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -14185258.000000 Penalty: 13531.512695
	Iteration 0F: 3 clusters Score -1.418526e+07 nChanged 27790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -14200035.000000 Penalty: 13531.512695
	Iteration 1F: 3 clusters Score -1.420004e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -14200896.000000 Penalty: 13531.512695
	Iteration 2Q: 3 clusters Score -1.42009e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -14201611.000000 Penalty: 13531.512695
	Iteration 3Q: 3 clusters Score -1.420161e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -14202300.000000 Penalty: 13531.512695
	Iteration 4Q: 3 clusters Score -1.42023e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -14202948.000000 Penalty: 13531.512695
	Iteration 5Q: 3 clusters Score -1.420295e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -14203851.000000 Penalty: 13531.512695
	Iteration 6Q: 3 clusters Score -1.420385e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -14204926.000000 Penalty: 13531.512695
	Iteration 7Q: 3 clusters Score -1.420493e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -14206406.000000 Penalty: 13531.512695
	Iteration 8Q: 3 clusters Score -1.420641e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -14207980.000000 Penalty: 13531.512695
	Iteration 9Q: 3 clusters Score -1.420798e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -14209834.000000 Penalty: 13531.512695
	Iteration 10F: 3 clusters Score -1.420983e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -14211852.000000 Penalty: 13531.512695
	Iteration 11F: 3 clusters Score -1.421185e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -14214085.000000 Penalty: 13531.512695
	Iteration 12F: 3 clusters Score -1.421408e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -14216148.000000 Penalty: 13531.512695
	Iteration 13F: 3 clusters Score -1.421615e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -14217736.000000 Penalty: 13531.512695
	Iteration 14Q: 3 clusters Score -1.421774e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -14218753.000000 Penalty: 13531.512695
	Iteration 15Q: 3 clusters Score -1.421875e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -14219438.000000 Penalty: 13531.512695
	Iteration 16Q: 3 clusters Score -1.421944e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -14220016.000000 Penalty: 13531.512695
	Iteration 17Q: 3 clusters Score -1.422002e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -14220507.000000 Penalty: 13531.512695
	Iteration 18Q: 3 clusters Score -1.422051e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -14220838.000000 Penalty: 13531.512695
	Iteration 19Q: 3 clusters Score -1.422084e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -14221136.000000 Penalty: 13531.512695
	Iteration 20F: 3 clusters Score -1.422114e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -14221420.000000 Penalty: 13531.512695
	Iteration 21Q: 3 clusters Score -1.422142e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -14221623.000000 Penalty: 13531.512695
	Iteration 22Q: 3 clusters Score -1.422162e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -14221786.000000 Penalty: 13531.512695
	Iteration 23Q: 3 clusters Score -1.422179e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -14221852.000000 Penalty: 13531.512695
	Iteration 24Q: 3 clusters Score -1.422185e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -14221909.000000 Penalty: 13531.512695
	Iteration 25Q: 3 clusters Score -1.422191e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -14222046.000000 Penalty: 13531.512695
	Iteration 26Q: 3 clusters Score -1.422205e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -14222085.000000 Penalty: 13531.512695
	Iteration 27Q: 3 clusters Score -1.422208e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -14222100.000000 Penalty: 13531.512695
	Iteration 28Q: 3 clusters Score -1.42221e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -14222158.000000 Penalty: 13531.512695
	Iteration 29Q: 3 clusters Score -1.422216e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -14222159.000000 Penalty: 13531.512695
	Iteration 30Q: 3 clusters Score -1.422216e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -14222201.000000 Penalty: 13531.512695
	Iteration 31Q: 3 clusters Score -1.42222e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -14222248.000000 Penalty: 13531.512695
	Iteration 32Q: 3 clusters Score -1.422225e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -14222272.000000 Penalty: 13531.512695
	Iteration 33Q: 3 clusters Score -1.422227e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -14222319.000000 Penalty: 13531.512695
	Iteration 34Q: 3 clusters Score -1.422232e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -14222359.000000 Penalty: 13531.512695
	Iteration 35Q: 3 clusters Score -1.422236e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -14222353.000000 Penalty: 13531.512695
	Iteration 36Q: 3 clusters Score -1.422235e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -14222365.000000 Penalty: 13531.512695
	Iteration 37Q: 3 clusters Score -1.422236e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -14222363.000000 Penalty: 13531.512695
	Iteration 38Q: 3 clusters Score -1.422236e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -14222340.000000 Penalty: 13531.512695
	Iteration 39Q: 3 clusters Score -1.422234e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -14222355.000000 Penalty: 13531.512695
	Iteration 40F: 3 clusters Score -1.422236e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -14222347.000000 Penalty: 13531.512695
	Iteration 41Q: 3 clusters Score -1.422235e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -14222339.000000 Penalty: 13531.512695
	Iteration 42Q: 3 clusters Score -1.422234e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -14222338.000000 Penalty: 13531.512695
	Iteration 43Q: 3 clusters Score -1.422234e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -14222323.000000 Penalty: 13531.512695
	Iteration 44Q: 3 clusters Score -1.422232e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -14222334.000000 Penalty: 13531.512695
	Iteration 45Q: 3 clusters Score -1.422233e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -14222364.000000 Penalty: 13531.512695
	Iteration 46Q: 3 clusters Score -1.422236e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -14222363.000000 Penalty: 13531.512695
	Iteration 47Q: 3 clusters Score -1.422236e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -14222345.000000 Penalty: 13531.512695
	Iteration 48Q: 3 clusters Score -1.422234e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -14222351.000000 Penalty: 13531.512695
	Iteration 49Q: 3 clusters Score -1.422235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -14222352.000000 Penalty: 13531.512695
	Iteration 50Q: 3 clusters Score -1.422235e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -14222364.000000 Penalty: 13531.512695
	Iteration 51Q: 3 clusters Score -1.422236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -14222364.000000 Penalty: 13531.512695
	Iteration 52Q: 3 clusters Score -1.422236e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -14222357.000000 Penalty: 13531.512695
	Iteration 53Q: 3 clusters Score -1.422236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -14222359.000000 Penalty: 13531.512695
	Iteration 54Q: 3 clusters Score -1.422236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -14222356.000000 Penalty: 13531.512695
	Iteration 55Q: 3 clusters Score -1.422236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -14222359.000000 Penalty: 13531.512695
	Iteration 56Q: 3 clusters Score -1.422236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -14222346.000000 Penalty: 13531.512695
	Iteration 57Q: 3 clusters Score -1.422235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -14222364.000000 Penalty: 13531.512695
	Iteration 58Q: 3 clusters Score -1.422236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -14222342.000000 Penalty: 13531.512695
	Iteration 59Q: 3 clusters Score -1.422234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -14222327.000000 Penalty: 13531.512695
	Iteration 60F: 3 clusters Score -1.422233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -14222332.000000 Penalty: 13531.512695
	Iteration 61Q: 3 clusters Score -1.422233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -14222334.000000 Penalty: 13531.512695
	Iteration 62Q: 3 clusters Score -1.422233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -14222339.000000 Penalty: 13531.512695
	Iteration 63Q: 3 clusters Score -1.422234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -14222346.000000 Penalty: 13531.512695
	Iteration 64Q: 3 clusters Score -1.422235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -14222344.000000 Penalty: 13531.512695
	Iteration 65Q: 3 clusters Score -1.422234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -14222351.000000 Penalty: 13531.512695
	Iteration 66Q: 3 clusters Score -1.422235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -14222362.000000 Penalty: 13531.512695
	Iteration 67Q: 3 clusters Score -1.422236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -14222346.000000 Penalty: 13531.512695
	Iteration 68Q: 3 clusters Score -1.422235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -14222334.000000 Penalty: 13531.512695
	Iteration 69Q: 3 clusters Score -1.422233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -14222322.000000 Penalty: 13531.512695
	Iteration 70Q: 3 clusters Score -1.422232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -14222334.000000 Penalty: 13531.512695
	Iteration 71Q: 3 clusters Score -1.422233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -14222338.000000 Penalty: 13531.512695
	Iteration 72Q: 3 clusters Score -1.422234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -14222334.000000 Penalty: 13531.512695
	Iteration 73Q: 3 clusters Score -1.422233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -14222344.000000 Penalty: 13531.512695
	Iteration 74Q: 3 clusters Score -1.422234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -14222346.000000 Penalty: 13531.512695
	Iteration 75Q: 3 clusters Score -1.422235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -14222341.000000 Penalty: 13531.512695
	Iteration 76Q: 3 clusters Score -1.422234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -14222341.000000 Penalty: 13531.512695
	Iteration 77F: 3 clusters Score -1.422234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -254735.515625 Penalty: 4334.967285
	Iteration 0F: 2 clusters Score -254735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -250590.468750 Penalty: 8669.934570
	Iteration 0F: 3 clusters Score -250590.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -251075.828125 Penalty: 8669.934570
	Iteration 1F: 3 clusters Score -251075.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -251257.375000 Penalty: 8669.934570
	Iteration 2Q: 3 clusters Score -251257.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -251371.593750 Penalty: 8669.934570
	Iteration 3Q: 3 clusters Score -251371.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -251448.093750 Penalty: 8669.934570
	Iteration 4Q: 3 clusters Score -251448.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -251539.078125 Penalty: 8669.934570
	Iteration 5Q: 3 clusters Score -251539.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -251605.031250 Penalty: 8669.934570
	Iteration 6Q: 3 clusters Score -251605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -251700.687500 Penalty: 8669.934570
	Iteration 7Q: 3 clusters Score -251700.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -251778.546875 Penalty: 8669.934570
	Iteration 8Q: 3 clusters Score -251778.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -251797.921875 Penalty: 8669.934570
	Iteration 9Q: 3 clusters Score -251797.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -251813.765625 Penalty: 8669.934570
	Iteration 10Q: 3 clusters Score -251813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -251842.250000 Penalty: 8669.934570
	Iteration 11Q: 3 clusters Score -251842.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -251861.453125 Penalty: 8669.934570
	Iteration 12Q: 3 clusters Score -251861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -251872.031250 Penalty: 8669.934570
	Iteration 13Q: 3 clusters Score -251872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -251874.062500 Penalty: 8669.934570
	Iteration 14Q: 3 clusters Score -251874.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -251874.062500 Penalty: 8669.934570
	Iteration 15F: 3 clusters Score -251874.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Entering Unmasked Estep 
Score: -21053466.000000 Penalty: 6996.219238
	Iteration 0F: 2 clusters Score -2.105347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -20991270.000000 Penalty: 13992.438477
	Iteration 0F: 3 clusters Score -2.099127e+07 nChanged 41561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -21014220.000000 Penalty: 13992.438477
	Iteration 1F: 3 clusters Score -2.101422e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -21015222.000000 Penalty: 13992.438477
	Iteration 2Q: 3 clusters Score -2.101522e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -21016268.000000 Penalty: 13992.438477
	Iteration 3Q: 3 clusters Score -2.101627e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -21017514.000000 Penalty: 13992.438477
	Iteration 4Q: 3 clusters Score -2.101751e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -21019368.000000 Penalty: 13992.438477
	Iteration 5Q: 3 clusters Score -2.101937e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -21022140.000000 Penalty: 13992.438477
	Iteration 6F: 3 clusters Score -2.102214e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -21026168.000000 Penalty: 13992.438477
	Iteration 7F: 3 clusters Score -2.102617e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -21031308.000000 Penalty: 13992.438477
	Iteration 8F: 3 clusters Score -2.103131e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -21036678.000000 Penalty: 13992.438477
	Iteration 9F: 3 clusters Score -2.103668e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -21041204.000000 Penalty: 13992.438477
	Iteration 10F: 3 clusters Score -2.10412e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -21044000.000000 Penalty: 13992.438477
	Iteration 11Q: 3 clusters Score -2.1044e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -21045684.000000 Penalty: 13992.438477
	Iteration 12Q: 3 clusters Score -2.104568e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -21046668.000000 Penalty: 13992.438477
	Iteration 13Q: 3 clusters Score -2.104667e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -21046994.000000 Penalty: 13992.438477
	Iteration 14Q: 3 clusters Score -2.104699e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -21047178.000000 Penalty: 13992.438477
	Iteration 15Q: 3 clusters Score -2.104718e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -21047326.000000 Penalty: 13992.438477
	Iteration 16Q: 3 clusters Score -2.104733e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -21047368.000000 Penalty: 13992.438477
	Iteration 17Q: 3 clusters Score -2.104737e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -21047406.000000 Penalty: 13992.438477
	Iteration 18Q: 3 clusters Score -2.104741e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90226 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -21047466.000000 Penalty: 13992.438477
	Iteration 19Q: 3 clusters Score -2.104747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21047490.000000 Penalty: 13992.438477
	Iteration 20F: 3 clusters Score -2.104749e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -21047514.000000 Penalty: 13992.438477
	Iteration 21Q: 3 clusters Score -2.104751e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21047520.000000 Penalty: 13992.438477
	Iteration 22Q: 3 clusters Score -2.104752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -21047540.000000 Penalty: 13992.438477
	Iteration 23Q: 3 clusters Score -2.104754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21047570.000000 Penalty: 13992.438477
	Iteration 24Q: 3 clusters Score -2.104757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -21047550.000000 Penalty: 13992.438477
	Iteration 25Q: 3 clusters Score -2.104755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -21047574.000000 Penalty: 13992.438477
	Iteration 26Q: 3 clusters Score -2.104757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21047598.000000 Penalty: 13992.438477
	Iteration 27Q: 3 clusters Score -2.10476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -21047616.000000 Penalty: 13992.438477
	Iteration 28Q: 3 clusters Score -2.104762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -21047612.000000 Penalty: 13992.438477
	Iteration 29Q: 3 clusters Score -2.104761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -21047632.000000 Penalty: 13992.438477
	Iteration 30Q: 3 clusters Score -2.104763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -21047624.000000 Penalty: 13992.438477
	Iteration 31Q: 3 clusters Score -2.104762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21047638.000000 Penalty: 13992.438477
	Iteration 32Q: 3 clusters Score -2.104764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21047628.000000 Penalty: 13992.438477
	Iteration 33Q: 3 clusters Score -2.104763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21047622.000000 Penalty: 13992.438477
	Iteration 34Q: 3 clusters Score -2.104762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21047622.000000 Penalty: 13992.438477
	Iteration 35F: 3 clusters Score -2.104762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -277290.250000 Penalty: 4378.361816
	Iteration 0F: 2 clusters Score -277290.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -272995.250000 Penalty: 8756.723633
	Iteration 0F: 3 clusters Score -272995.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -273428.843750 Penalty: 8756.723633
	Iteration 1F: 3 clusters Score -273428.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -273580.875000 Penalty: 8756.723633
	Iteration 2Q: 3 clusters Score -273580.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -273653.281250 Penalty: 8756.723633
	Iteration 3Q: 3 clusters Score -273653.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -273700.875000 Penalty: 8756.723633
	Iteration 4Q: 3 clusters Score -273700.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -273719.781250 Penalty: 8756.723633
	Iteration 5Q: 3 clusters Score -273719.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -273741.406250 Penalty: 8756.723633
	Iteration 6Q: 3 clusters Score -273741.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -273770.625000 Penalty: 8756.723633
	Iteration 7Q: 3 clusters Score -273770.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -273794.656250 Penalty: 8756.723633
	Iteration 8Q: 3 clusters Score -273794.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -273815.375000 Penalty: 8756.723633
	Iteration 9Q: 3 clusters Score -273815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -273834.250000 Penalty: 8756.723633
	Iteration 10Q: 3 clusters Score -273834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -273853.187500 Penalty: 8756.723633
	Iteration 11Q: 3 clusters Score -273853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -273864.218750 Penalty: 8756.723633
	Iteration 12Q: 3 clusters Score -273864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -273882.718750 Penalty: 8756.723633
	Iteration 13Q: 3 clusters Score -273882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -273895.000000 Penalty: 8756.723633
	Iteration 14Q: 3 clusters Score -273895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -273898.812500 Penalty: 8756.723633
	Iteration 15Q: 3 clusters Score -273898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -273906.187500 Penalty: 8756.723633
	Iteration 16Q: 3 clusters Score -273906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -273910.687500 Penalty: 8756.723633
	Iteration 17Q: 3 clusters Score -273910.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -273916.718750 Penalty: 8756.723633
	Iteration 18Q: 3 clusters Score -273916.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -273918.343750 Penalty: 8756.723633
	Iteration 19Q: 3 clusters Score -273918.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -273918.343750 Penalty: 8756.723633
	Iteration 20F: 3 clusters Score -273918.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Entering Unmasked Estep 
Score: -5958617.500000 Penalty: 6232.935059
	Iteration 0F: 2 clusters Score -5958618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -5938207.000000 Penalty: 12465.870117
	Iteration 0F: 3 clusters Score -5938207 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -5944027.000000 Penalty: 12465.870117
	Iteration 1F: 3 clusters Score -5944027 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -5944858.500000 Penalty: 12465.870117
	Iteration 2F: 3 clusters Score -5944858 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -5945515.000000 Penalty: 12465.870117
	Iteration 3F: 3 clusters Score -5945515 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -5946131.000000 Penalty: 12465.870117
	Iteration 4Q: 3 clusters Score -5946131 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5946751.500000 Penalty: 12465.870117
	Iteration 5Q: 3 clusters Score -5946752 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -5947326.500000 Penalty: 12465.870117
	Iteration 6Q: 3 clusters Score -5947326 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -5947961.000000 Penalty: 12465.870117
	Iteration 7Q: 3 clusters Score -5947961 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -5948546.500000 Penalty: 12465.870117
	Iteration 8Q: 3 clusters Score -5948546 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -5949136.500000 Penalty: 12465.870117
	Iteration 9Q: 3 clusters Score -5949136 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -5949841.500000 Penalty: 12465.870117
	Iteration 10Q: 3 clusters Score -5949842 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -5950521.500000 Penalty: 12465.870117
	Iteration 11Q: 3 clusters Score -5950522 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -5951245.500000 Penalty: 12465.870117
	Iteration 12Q: 3 clusters Score -5951246 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -5951868.500000 Penalty: 12465.870117
	Iteration 13Q: 3 clusters Score -5951868 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -5952470.000000 Penalty: 12465.870117
	Iteration 14Q: 3 clusters Score -5952470 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -5953011.000000 Penalty: 12465.870117
	Iteration 15Q: 3 clusters Score -5953011 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -5953532.500000 Penalty: 12465.870117
	Iteration 16Q: 3 clusters Score -5953532 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5954269.500000 Penalty: 12465.870117
	Iteration 17Q: 3 clusters Score -5954270 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5954700.000000 Penalty: 12465.870117
	Iteration 18Q: 3 clusters Score -5954700 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5954965.000000 Penalty: 12465.870117
	Iteration 19Q: 3 clusters Score -5954965 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -5955097.000000 Penalty: 12465.870117
	Iteration 20F: 3 clusters Score -5955097 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -5955165.000000 Penalty: 12465.870117
	Iteration 21Q: 3 clusters Score -5955165 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5955237.500000 Penalty: 12465.870117
	Iteration 22Q: 3 clusters Score -5955238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5955258.500000 Penalty: 12465.870117
	Iteration 23Q: 3 clusters Score -5955258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5955287.500000 Penalty: 12465.870117
	Iteration 24Q: 3 clusters Score -5955288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -5955325.000000 Penalty: 12465.870117
	Iteration 25Q: 3 clusters Score -5955325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -5955328.000000 Penalty: 12465.870117
	Iteration 26Q: 3 clusters Score -5955328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5955353.000000 Penalty: 12465.870117
	Iteration 27Q: 3 clusters Score -5955353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -5955358.000000 Penalty: 12465.870117
	Iteration 28Q: 3 clusters Score -5955358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -5955356.000000 Penalty: 12465.870117
	Iteration 29Q: 3 clusters Score -5955356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5955375.500000 Penalty: 12465.870117
	Iteration 30Q: 3 clusters Score -5955376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5955374.500000 Penalty: 12465.870117
	Iteration 31Q: 3 clusters Score -5955374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -5955379.000000 Penalty: 12465.870117
	Iteration 32Q: 3 clusters Score -5955379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5955378.000000 Penalty: 12465.870117
	Iteration 33Q: 3 clusters Score -5955378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5955389.500000 Penalty: 12465.870117
	Iteration 34Q: 3 clusters Score -5955390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5955391.000000 Penalty: 12465.870117
	Iteration 35Q: 3 clusters Score -5955391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5955382.500000 Penalty: 12465.870117
	Iteration 36Q: 3 clusters Score -5955382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -5955387.500000 Penalty: 12465.870117
	Iteration 37Q: 3 clusters Score -5955388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5955395.000000 Penalty: 12465.870117
	Iteration 38Q: 3 clusters Score -5955395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5955393.000000 Penalty: 12465.870117
	Iteration 39Q: 3 clusters Score -5955393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5955395.500000 Penalty: 12465.870117
	Iteration 40F: 3 clusters Score -5955396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5955398.500000 Penalty: 12465.870117
	Iteration 41Q: 3 clusters Score -5955398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5955394.000000 Penalty: 12465.870117
	Iteration 42Q: 3 clusters Score -5955394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5955399.000000 Penalty: 12465.870117
	Iteration 43Q: 3 clusters Score -5955399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5955410.500000 Penalty: 12465.870117
	Iteration 44Q: 3 clusters Score -5955410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -5955414.000000 Penalty: 12465.870117
	Iteration 45Q: 3 clusters Score -5955414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5955406.500000 Penalty: 12465.870117
	Iteration 46Q: 3 clusters Score -5955406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5955411.000000 Penalty: 12465.870117
	Iteration 47Q: 3 clusters Score -5955411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5955411.000000 Penalty: 12465.870117
	Iteration 48F: 3 clusters Score -5955411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (110625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110625 members 
Entering Unmasked Estep 
Score: -25152922.000000 Penalty: 7113.514648
	Iteration 0F: 2 clusters Score -2.515292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -25077872.000000 Penalty: 14227.029297
	Iteration 0F: 3 clusters Score -2.507787e+07 nChanged 50685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -25105704.000000 Penalty: 14227.029297
	Iteration 1F: 3 clusters Score -2.51057e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -25106788.000000 Penalty: 14227.029297
	Iteration 2Q: 3 clusters Score -2.510679e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -25107684.000000 Penalty: 14227.029297
	Iteration 3Q: 3 clusters Score -2.510768e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -25108818.000000 Penalty: 14227.029297
	Iteration 4Q: 3 clusters Score -2.510882e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -25110620.000000 Penalty: 14227.029297
	Iteration 5Q: 3 clusters Score -2.511062e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -25112988.000000 Penalty: 14227.029297
	Iteration 6Q: 3 clusters Score -2.511299e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -25116832.000000 Penalty: 14227.029297
	Iteration 7F: 3 clusters Score -2.511683e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -25123012.000000 Penalty: 14227.029297
	Iteration 8F: 3 clusters Score -2.512301e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 94059 members 
Entering Unmasked Estep 
Score: -25130864.000000 Penalty: 14227.029297
	Iteration 9F: 3 clusters Score -2.513086e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 101916 members 
Entering Unmasked Estep 
Score: -25138348.000000 Penalty: 14227.029297
	Iteration 10F: 3 clusters Score -2.513835e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -25143140.000000 Penalty: 14227.029297
	Iteration 11Q: 3 clusters Score -2.514314e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -25145170.000000 Penalty: 14227.029297
	Iteration 12Q: 3 clusters Score -2.514517e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 109648 members 
Entering Unmasked Estep 
Score: -25145888.000000 Penalty: 14227.029297
	Iteration 13Q: 3 clusters Score -2.514589e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 109902 members 
Entering Unmasked Estep 
Score: -25146210.000000 Penalty: 14227.029297
	Iteration 14Q: 3 clusters Score -2.514621e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 109999 members 
Entering Unmasked Estep 
Score: -25146364.000000 Penalty: 14227.029297
	Iteration 15Q: 3 clusters Score -2.514636e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 110055 members 
Entering Unmasked Estep 
Score: -25146438.000000 Penalty: 14227.029297
	Iteration 16Q: 3 clusters Score -2.514644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 110076 members 
Entering Unmasked Estep 
Score: -25146496.000000 Penalty: 14227.029297
	Iteration 17Q: 3 clusters Score -2.51465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 110082 members 
Entering Unmasked Estep 
Score: -25146516.000000 Penalty: 14227.029297
	Iteration 18Q: 3 clusters Score -2.514652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 110087 members 
Entering Unmasked Estep 
Score: -25146534.000000 Penalty: 14227.029297
	Iteration 19Q: 3 clusters Score -2.514653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 110090 members 
Entering Unmasked Estep 
Score: -25146538.000000 Penalty: 14227.029297
	Iteration 20F: 3 clusters Score -2.514654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 110094 members 
Entering Unmasked Estep 
Score: -25146554.000000 Penalty: 14227.029297
	Iteration 21Q: 3 clusters Score -2.514655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 110097 members 
Entering Unmasked Estep 
Score: -25146570.000000 Penalty: 14227.029297
	Iteration 22Q: 3 clusters Score -2.514657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -25146554.000000 Penalty: 14227.029297
	Iteration 23Q: 3 clusters Score -2.514655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -25146562.000000 Penalty: 14227.029297
	Iteration 24Q: 3 clusters Score -2.514656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 110107 members 
Entering Unmasked Estep 
Score: -25146578.000000 Penalty: 14227.029297
	Iteration 25Q: 3 clusters Score -2.514658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -25146566.000000 Penalty: 14227.029297
	Iteration 26Q: 3 clusters Score -2.514657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 110109 members 
Entering Unmasked Estep 
Score: -25146566.000000 Penalty: 14227.029297
	Iteration 27Q: 3 clusters Score -2.514657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 110109 members 
Entering Unmasked Estep 
Score: -25146566.000000 Penalty: 14227.029297
	Iteration 28F: 3 clusters Score -2.514657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Entering Unmasked Estep 
Score: -7032321.500000 Penalty: 6360.596680
	Iteration 0F: 2 clusters Score -7032322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -7008146.500000 Penalty: 12721.193359
	Iteration 0F: 3 clusters Score -7008146 nChanged 13768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -7015799.500000 Penalty: 12721.193359
	Iteration 1F: 3 clusters Score -7015800 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -7017012.500000 Penalty: 12721.193359
	Iteration 2F: 3 clusters Score -7017012 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -7018258.000000 Penalty: 12721.193359
	Iteration 3F: 3 clusters Score -7018258 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -7019309.000000 Penalty: 12721.193359
	Iteration 4F: 3 clusters Score -7019309 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -7020333.500000 Penalty: 12721.193359
	Iteration 5F: 3 clusters Score -7020334 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -7021369.000000 Penalty: 12721.193359
	Iteration 6F: 3 clusters Score -7021369 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -7022329.500000 Penalty: 12721.193359
	Iteration 7Q: 3 clusters Score -7022330 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -7023238.500000 Penalty: 12721.193359
	Iteration 8Q: 3 clusters Score -7023238 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -7024034.000000 Penalty: 12721.193359
	Iteration 9Q: 3 clusters Score -7024034 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -7024864.000000 Penalty: 12721.193359
	Iteration 10Q: 3 clusters Score -7024864 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -7025610.000000 Penalty: 12721.193359
	Iteration 11Q: 3 clusters Score -7025610 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -7026180.500000 Penalty: 12721.193359
	Iteration 12Q: 3 clusters Score -7026180 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -7026576.500000 Penalty: 12721.193359
	Iteration 13Q: 3 clusters Score -7026576 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -7026847.000000 Penalty: 12721.193359
	Iteration 14Q: 3 clusters Score -7026847 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -7027022.000000 Penalty: 12721.193359
	Iteration 15Q: 3 clusters Score -7027022 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -7027146.000000 Penalty: 12721.193359
	Iteration 16Q: 3 clusters Score -7027146 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -7027298.500000 Penalty: 12721.193359
	Iteration 17Q: 3 clusters Score -7027298 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -7027392.500000 Penalty: 12721.193359
	Iteration 18Q: 3 clusters Score -7027392 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -7027503.500000 Penalty: 12721.193359
	Iteration 19Q: 3 clusters Score -7027504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -7027601.000000 Penalty: 12721.193359
	Iteration 20F: 3 clusters Score -7027601 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -7027686.500000 Penalty: 12721.193359
	Iteration 21Q: 3 clusters Score -7027686 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -7027783.000000 Penalty: 12721.193359
	Iteration 22Q: 3 clusters Score -7027783 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -7027853.000000 Penalty: 12721.193359
	Iteration 23Q: 3 clusters Score -7027853 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -7027914.500000 Penalty: 12721.193359
	Iteration 24Q: 3 clusters Score -7027914 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -7027977.000000 Penalty: 12721.193359
	Iteration 25Q: 3 clusters Score -7027977 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -7028030.000000 Penalty: 12721.193359
	Iteration 26Q: 3 clusters Score -7028030 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -7028074.000000 Penalty: 12721.193359
	Iteration 27Q: 3 clusters Score -7028074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -7028115.500000 Penalty: 12721.193359
	Iteration 28Q: 3 clusters Score -7028116 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -7028167.000000 Penalty: 12721.193359
	Iteration 29Q: 3 clusters Score -7028167 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -7028238.500000 Penalty: 12721.193359
	Iteration 30Q: 3 clusters Score -7028238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -7028266.500000 Penalty: 12721.193359
	Iteration 31Q: 3 clusters Score -7028266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -7028308.500000 Penalty: 12721.193359
	Iteration 32Q: 3 clusters Score -7028308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -7028356.500000 Penalty: 12721.193359
	Iteration 33Q: 3 clusters Score -7028356 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -7028399.500000 Penalty: 12721.193359
	Iteration 34Q: 3 clusters Score -7028400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -7028422.000000 Penalty: 12721.193359
	Iteration 35Q: 3 clusters Score -7028422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -7028458.500000 Penalty: 12721.193359
	Iteration 36Q: 3 clusters Score -7028458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -7028461.000000 Penalty: 12721.193359
	Iteration 37Q: 3 clusters Score -7028461 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -7028485.500000 Penalty: 12721.193359
	Iteration 38Q: 3 clusters Score -7028486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -7028510.500000 Penalty: 12721.193359
	Iteration 39Q: 3 clusters Score -7028510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -7028521.500000 Penalty: 12721.193359
	Iteration 40F: 3 clusters Score -7028522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -7028533.000000 Penalty: 12721.193359
	Iteration 41Q: 3 clusters Score -7028533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -7028552.500000 Penalty: 12721.193359
	Iteration 42Q: 3 clusters Score -7028552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -7028557.500000 Penalty: 12721.193359
	Iteration 43Q: 3 clusters Score -7028558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -7028562.000000 Penalty: 12721.193359
	Iteration 44Q: 3 clusters Score -7028562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -7028561.000000 Penalty: 12721.193359
	Iteration 45Q: 3 clusters Score -7028561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -7028576.000000 Penalty: 12721.193359
	Iteration 46Q: 3 clusters Score -7028576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -7028597.500000 Penalty: 12721.193359
	Iteration 47Q: 3 clusters Score -7028598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -7028615.500000 Penalty: 12721.193359
	Iteration 48Q: 3 clusters Score -7028616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -7028627.000000 Penalty: 12721.193359
	Iteration 49Q: 3 clusters Score -7028627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -7028654.500000 Penalty: 12721.193359
	Iteration 50Q: 3 clusters Score -7028654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -7028667.000000 Penalty: 12721.193359
	Iteration 51Q: 3 clusters Score -7028667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -7028665.000000 Penalty: 12721.193359
	Iteration 52Q: 3 clusters Score -7028665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -7028682.500000 Penalty: 12721.193359
	Iteration 53Q: 3 clusters Score -7028682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -7028672.000000 Penalty: 12721.193359
	Iteration 54Q: 3 clusters Score -7028672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -7028682.000000 Penalty: 12721.193359
	Iteration 55Q: 3 clusters Score -7028682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -7028687.000000 Penalty: 12721.193359
	Iteration 56Q: 3 clusters Score -7028687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -7028690.000000 Penalty: 12721.193359
	Iteration 57Q: 3 clusters Score -7028690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -7028686.500000 Penalty: 12721.193359
	Iteration 58Q: 3 clusters Score -7028686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -7028684.500000 Penalty: 12721.193359
	Iteration 59Q: 3 clusters Score -7028684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -7028678.500000 Penalty: 12721.193359
	Iteration 60F: 3 clusters Score -7028678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -7028680.000000 Penalty: 12721.193359
	Iteration 61Q: 3 clusters Score -7028680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -7028686.500000 Penalty: 12721.193359
	Iteration 62Q: 3 clusters Score -7028686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -7028687.000000 Penalty: 12721.193359
	Iteration 63Q: 3 clusters Score -7028687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -7028685.500000 Penalty: 12721.193359
	Iteration 64Q: 3 clusters Score -7028686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -7028688.000000 Penalty: 12721.193359
	Iteration 65Q: 3 clusters Score -7028688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -7028684.000000 Penalty: 12721.193359
	Iteration 66Q: 3 clusters Score -7028684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -7028688.000000 Penalty: 12721.193359
	Iteration 67Q: 3 clusters Score -7028688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -7028691.500000 Penalty: 12721.193359
	Iteration 68Q: 3 clusters Score -7028692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -7028688.000000 Penalty: 12721.193359
	Iteration 69Q: 3 clusters Score -7028688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -7028687.500000 Penalty: 12721.193359
	Iteration 70Q: 3 clusters Score -7028688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -7028678.500000 Penalty: 12721.193359
	Iteration 71Q: 3 clusters Score -7028678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -7028687.500000 Penalty: 12721.193359
	Iteration 72Q: 3 clusters Score -7028688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -7028690.000000 Penalty: 12721.193359
	Iteration 73Q: 3 clusters Score -7028690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -7028687.500000 Penalty: 12721.193359
	Iteration 74Q: 3 clusters Score -7028688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -7028690.000000 Penalty: 12721.193359
	Iteration 75Q: 3 clusters Score -7028690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -7028694.500000 Penalty: 12721.193359
	Iteration 76Q: 3 clusters Score -7028694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -7028691.000000 Penalty: 12721.193359
	Iteration 77Q: 3 clusters Score -7028691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -7028696.500000 Penalty: 12721.193359
	Iteration 78Q: 3 clusters Score -7028696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -7028701.500000 Penalty: 12721.193359
	Iteration 79Q: 3 clusters Score -7028702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -7028704.000000 Penalty: 12721.193359
	Iteration 80F: 3 clusters Score -7028704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (145876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145876 members 
Entering Unmasked Estep 
Score: -33293696.000000 Penalty: 7282.938965
	Iteration 0F: 2 clusters Score -3.32937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -33206516.000000 Penalty: 14565.877930
	Iteration 0F: 3 clusters Score -3.320652e+07 nChanged 67740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -33244232.000000 Penalty: 14565.877930
	Iteration 1F: 3 clusters Score -3.324423e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -33245466.000000 Penalty: 14565.877930
	Iteration 2Q: 3 clusters Score -3.324547e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -33246934.000000 Penalty: 14565.877930
	Iteration 3Q: 3 clusters Score -3.324693e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -33248926.000000 Penalty: 14565.877930
	Iteration 4Q: 3 clusters Score -3.324893e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -33251970.000000 Penalty: 14565.877930
	Iteration 5Q: 3 clusters Score -3.325197e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94438 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -33256518.000000 Penalty: 14565.877930
	Iteration 6F: 3 clusters Score -3.325652e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102354 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -33262546.000000 Penalty: 14565.877930
	Iteration 7F: 3 clusters Score -3.326255e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -33270012.000000 Penalty: 14565.877930
	Iteration 8F: 3 clusters Score -3.327001e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119230 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -33277408.000000 Penalty: 14565.877930
	Iteration 9F: 3 clusters Score -3.327741e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126500 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -33281842.000000 Penalty: 14565.877930
	Iteration 10F: 3 clusters Score -3.328184e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132029 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -33284874.000000 Penalty: 14565.877930
	Iteration 11Q: 3 clusters Score -3.328487e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135670 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -33287180.000000 Penalty: 14565.877930
	Iteration 12Q: 3 clusters Score -3.328718e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137861 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -33288916.000000 Penalty: 14565.877930
	Iteration 13Q: 3 clusters Score -3.328892e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138917 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -33290100.000000 Penalty: 14565.877930
	Iteration 14Q: 3 clusters Score -3.32901e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139427 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -33291120.000000 Penalty: 14565.877930
	Iteration 15Q: 3 clusters Score -3.329112e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139729 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -33291696.000000 Penalty: 14565.877930
	Iteration 16Q: 3 clusters Score -3.32917e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -33291986.000000 Penalty: 14565.877930
	Iteration 17Q: 3 clusters Score -3.329199e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -33292116.000000 Penalty: 14565.877930
	Iteration 18Q: 3 clusters Score -3.329212e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140081 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -33292174.000000 Penalty: 14565.877930
	Iteration 19Q: 3 clusters Score -3.329217e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140111 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -33292228.000000 Penalty: 14565.877930
	Iteration 20F: 3 clusters Score -3.329223e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140126 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -33292302.000000 Penalty: 14565.877930
	Iteration 21Q: 3 clusters Score -3.32923e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140155 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -33292360.000000 Penalty: 14565.877930
	Iteration 22Q: 3 clusters Score -3.329236e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140171 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -33292354.000000 Penalty: 14565.877930
	Iteration 23Q: 3 clusters Score -3.329235e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140180 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -33292376.000000 Penalty: 14565.877930
	Iteration 24Q: 3 clusters Score -3.329238e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140178 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -33292380.000000 Penalty: 14565.877930
	Iteration 25Q: 3 clusters Score -3.329238e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140184 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -33292414.000000 Penalty: 14565.877930
	Iteration 26Q: 3 clusters Score -3.329241e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140193 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -33292452.000000 Penalty: 14565.877930
	Iteration 27Q: 3 clusters Score -3.329245e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140197 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -33292470.000000 Penalty: 14565.877930
	Iteration 28Q: 3 clusters Score -3.329247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140205 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -33292526.000000 Penalty: 14565.877930
	Iteration 29Q: 3 clusters Score -3.329253e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140220 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -33292474.000000 Penalty: 14565.877930
	Iteration 30Q: 3 clusters Score -3.329247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140223 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -33292486.000000 Penalty: 14565.877930
	Iteration 31Q: 3 clusters Score -3.329249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140219 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -33292486.000000 Penalty: 14565.877930
	Iteration 32Q: 3 clusters Score -3.329249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140218 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -33292496.000000 Penalty: 14565.877930
	Iteration 33Q: 3 clusters Score -3.32925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140218 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -33292486.000000 Penalty: 14565.877930
	Iteration 34Q: 3 clusters Score -3.329249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140222 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -33292494.000000 Penalty: 14565.877930
	Iteration 35Q: 3 clusters Score -3.329249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140222 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -33292490.000000 Penalty: 14565.877930
	Iteration 36Q: 3 clusters Score -3.329249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140222 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -33292498.000000 Penalty: 14565.877930
	Iteration 37Q: 3 clusters Score -3.32925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140225 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -33292492.000000 Penalty: 14565.877930
	Iteration 38Q: 3 clusters Score -3.329249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140225 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -33292474.000000 Penalty: 14565.877930
	Iteration 39Q: 3 clusters Score -3.329247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140229 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -33292492.000000 Penalty: 14565.877930
	Iteration 40F: 3 clusters Score -3.329249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140239 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -33292472.000000 Penalty: 14565.877930
	Iteration 41Q: 3 clusters Score -3.329247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140240 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -33292444.000000 Penalty: 14565.877930
	Iteration 42Q: 3 clusters Score -3.329244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -33292474.000000 Penalty: 14565.877930
	Iteration 43Q: 3 clusters Score -3.329247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -33292448.000000 Penalty: 14565.877930
	Iteration 44Q: 3 clusters Score -3.329245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -33292454.000000 Penalty: 14565.877930
	Iteration 45Q: 3 clusters Score -3.329245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140246 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -33292474.000000 Penalty: 14565.877930
	Iteration 46Q: 3 clusters Score -3.329247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140251 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -33292464.000000 Penalty: 14565.877930
	Iteration 47Q: 3 clusters Score -3.329246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -33292478.000000 Penalty: 14565.877930
	Iteration 48Q: 3 clusters Score -3.329248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140261 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -33292468.000000 Penalty: 14565.877930
	Iteration 49Q: 3 clusters Score -3.329247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140265 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -33292490.000000 Penalty: 14565.877930
	Iteration 50Q: 3 clusters Score -3.329249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140280 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -33292448.000000 Penalty: 14565.877930
	Iteration 51Q: 3 clusters Score -3.329245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140292 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -33292444.000000 Penalty: 14565.877930
	Iteration 52Q: 3 clusters Score -3.329244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140297 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -33292440.000000 Penalty: 14565.877930
	Iteration 53Q: 3 clusters Score -3.329244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140301 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -33292456.000000 Penalty: 14565.877930
	Iteration 54Q: 3 clusters Score -3.329246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -33292478.000000 Penalty: 14565.877930
	Iteration 55Q: 3 clusters Score -3.329248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140313 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -33292484.000000 Penalty: 14565.877930
	Iteration 56Q: 3 clusters Score -3.329248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140321 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -33292456.000000 Penalty: 14565.877930
	Iteration 57Q: 3 clusters Score -3.329246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140328 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -33292468.000000 Penalty: 14565.877930
	Iteration 58Q: 3 clusters Score -3.329247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140328 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -33292478.000000 Penalty: 14565.877930
	Iteration 59Q: 3 clusters Score -3.329248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140329 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -33292480.000000 Penalty: 14565.877930
	Iteration 60F: 3 clusters Score -3.329248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140331 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -33292490.000000 Penalty: 14565.877930
	Iteration 61Q: 3 clusters Score -3.329249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140335 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -33292510.000000 Penalty: 14565.877930
	Iteration 62Q: 3 clusters Score -3.329251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140335 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -33292502.000000 Penalty: 14565.877930
	Iteration 63Q: 3 clusters Score -3.32925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140336 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -33292496.000000 Penalty: 14565.877930
	Iteration 64Q: 3 clusters Score -3.32925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140337 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -33292486.000000 Penalty: 14565.877930
	Iteration 65Q: 3 clusters Score -3.329249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140339 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -33292486.000000 Penalty: 14565.877930
	Iteration 66Q: 3 clusters Score -3.329249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140344 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -33292476.000000 Penalty: 14565.877930
	Iteration 67Q: 3 clusters Score -3.329248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140349 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -33292472.000000 Penalty: 14565.877930
	Iteration 68Q: 3 clusters Score -3.329247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -33292446.000000 Penalty: 14565.877930
	Iteration 69Q: 3 clusters Score -3.329245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140356 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -33292454.000000 Penalty: 14565.877930
	Iteration 70Q: 3 clusters Score -3.329245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140357 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -33292444.000000 Penalty: 14565.877930
	Iteration 71Q: 3 clusters Score -3.329244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140358 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -33292470.000000 Penalty: 14565.877930
	Iteration 72Q: 3 clusters Score -3.329247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140360 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -33292464.000000 Penalty: 14565.877930
	Iteration 73Q: 3 clusters Score -3.329246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140363 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -33292462.000000 Penalty: 14565.877930
	Iteration 74Q: 3 clusters Score -3.329246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140366 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -33292472.000000 Penalty: 14565.877930
	Iteration 75Q: 3 clusters Score -3.329247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140367 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -33292450.000000 Penalty: 14565.877930
	Iteration 76Q: 3 clusters Score -3.329245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -33292466.000000 Penalty: 14565.877930
	Iteration 77Q: 3 clusters Score -3.329247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140376 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -33292454.000000 Penalty: 14565.877930
	Iteration 78Q: 3 clusters Score -3.329245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140379 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -33292454.000000 Penalty: 14565.877930
	Iteration 79Q: 3 clusters Score -3.329245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140384 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -33292424.000000 Penalty: 14565.877930
	Iteration 80F: 3 clusters Score -3.329242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140387 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -33292434.000000 Penalty: 14565.877930
	Iteration 81Q: 3 clusters Score -3.329243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140390 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -33292426.000000 Penalty: 14565.877930
	Iteration 82Q: 3 clusters Score -3.329243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140389 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -33292414.000000 Penalty: 14565.877930
	Iteration 83Q: 3 clusters Score -3.329241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140389 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -33292414.000000 Penalty: 14565.877930
	Iteration 84F: 3 clusters Score -3.329241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Entering Unmasked Estep 
Score: -11271107.000000 Penalty: 6645.623535
	Iteration 0F: 2 clusters Score -1.127111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -11234563.000000 Penalty: 13291.247070
	Iteration 0F: 3 clusters Score -1.123456e+07 nChanged 22703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -11246955.000000 Penalty: 13291.247070
	Iteration 1F: 3 clusters Score -1.124696e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -11248336.000000 Penalty: 13291.247070
	Iteration 2F: 3 clusters Score -1.124834e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -11249653.000000 Penalty: 13291.247070
	Iteration 3F: 3 clusters Score -1.124965e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -11251081.000000 Penalty: 13291.247070
	Iteration 4F: 3 clusters Score -1.125108e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -11252841.000000 Penalty: 13291.247070
	Iteration 5F: 3 clusters Score -1.125284e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -11254446.000000 Penalty: 13291.247070
	Iteration 6F: 3 clusters Score -1.125445e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -11256105.000000 Penalty: 13291.247070
	Iteration 7F: 3 clusters Score -1.12561e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -11257616.000000 Penalty: 13291.247070
	Iteration 8F: 3 clusters Score -1.125762e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -11258955.000000 Penalty: 13291.247070
	Iteration 9Q: 3 clusters Score -1.125896e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -11260088.000000 Penalty: 13291.247070
	Iteration 10Q: 3 clusters Score -1.126009e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -11260893.000000 Penalty: 13291.247070
	Iteration 11Q: 3 clusters Score -1.126089e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -11261685.000000 Penalty: 13291.247070
	Iteration 12Q: 3 clusters Score -1.126168e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -11262361.000000 Penalty: 13291.247070
	Iteration 13Q: 3 clusters Score -1.126236e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -11262884.000000 Penalty: 13291.247070
	Iteration 14Q: 3 clusters Score -1.126288e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -11263260.000000 Penalty: 13291.247070
	Iteration 15Q: 3 clusters Score -1.126326e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -11263565.000000 Penalty: 13291.247070
	Iteration 16Q: 3 clusters Score -1.126356e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -11263817.000000 Penalty: 13291.247070
	Iteration 17Q: 3 clusters Score -1.126382e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -11264060.000000 Penalty: 13291.247070
	Iteration 18Q: 3 clusters Score -1.126406e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -11264235.000000 Penalty: 13291.247070
	Iteration 19Q: 3 clusters Score -1.126424e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -11264470.000000 Penalty: 13291.247070
	Iteration 20F: 3 clusters Score -1.126447e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -11264598.000000 Penalty: 13291.247070
	Iteration 21Q: 3 clusters Score -1.12646e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -11264761.000000 Penalty: 13291.247070
	Iteration 22Q: 3 clusters Score -1.126476e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -11264893.000000 Penalty: 13291.247070
	Iteration 23Q: 3 clusters Score -1.126489e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -11265034.000000 Penalty: 13291.247070
	Iteration 24Q: 3 clusters Score -1.126503e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -11265098.000000 Penalty: 13291.247070
	Iteration 25Q: 3 clusters Score -1.12651e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -11265234.000000 Penalty: 13291.247070
	Iteration 26Q: 3 clusters Score -1.126523e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -11265311.000000 Penalty: 13291.247070
	Iteration 27Q: 3 clusters Score -1.126531e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -11265415.000000 Penalty: 13291.247070
	Iteration 28Q: 3 clusters Score -1.126542e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -11265507.000000 Penalty: 13291.247070
	Iteration 29Q: 3 clusters Score -1.126551e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -11265624.000000 Penalty: 13291.247070
	Iteration 30Q: 3 clusters Score -1.126562e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -11265661.000000 Penalty: 13291.247070
	Iteration 31Q: 3 clusters Score -1.126566e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -11265715.000000 Penalty: 13291.247070
	Iteration 32Q: 3 clusters Score -1.126572e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -11265758.000000 Penalty: 13291.247070
	Iteration 33Q: 3 clusters Score -1.126576e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -11265827.000000 Penalty: 13291.247070
	Iteration 34Q: 3 clusters Score -1.126583e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -11265868.000000 Penalty: 13291.247070
	Iteration 35Q: 3 clusters Score -1.126587e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -11265912.000000 Penalty: 13291.247070
	Iteration 36Q: 3 clusters Score -1.126591e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -11265953.000000 Penalty: 13291.247070
	Iteration 37Q: 3 clusters Score -1.126595e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -11265987.000000 Penalty: 13291.247070
	Iteration 38Q: 3 clusters Score -1.126599e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -11266040.000000 Penalty: 13291.247070
	Iteration 39Q: 3 clusters Score -1.126604e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -11266048.000000 Penalty: 13291.247070
	Iteration 40F: 3 clusters Score -1.126605e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -11266072.000000 Penalty: 13291.247070
	Iteration 41Q: 3 clusters Score -1.126607e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -11266119.000000 Penalty: 13291.247070
	Iteration 42Q: 3 clusters Score -1.126612e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -11266142.000000 Penalty: 13291.247070
	Iteration 43Q: 3 clusters Score -1.126614e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -11266193.000000 Penalty: 13291.247070
	Iteration 44Q: 3 clusters Score -1.126619e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -11266193.000000 Penalty: 13291.247070
	Iteration 45Q: 3 clusters Score -1.126619e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -11266221.000000 Penalty: 13291.247070
	Iteration 46Q: 3 clusters Score -1.126622e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -11266195.000000 Penalty: 13291.247070
	Iteration 47Q: 3 clusters Score -1.12662e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -11266215.000000 Penalty: 13291.247070
	Iteration 48Q: 3 clusters Score -1.126622e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -11266204.000000 Penalty: 13291.247070
	Iteration 49Q: 3 clusters Score -1.12662e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -11266190.000000 Penalty: 13291.247070
	Iteration 50Q: 3 clusters Score -1.126619e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -11266200.000000 Penalty: 13291.247070
	Iteration 51Q: 3 clusters Score -1.12662e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -11266210.000000 Penalty: 13291.247070
	Iteration 52Q: 3 clusters Score -1.126621e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -11266238.000000 Penalty: 13291.247070
	Iteration 53Q: 3 clusters Score -1.126624e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -11266278.000000 Penalty: 13291.247070
	Iteration 54Q: 3 clusters Score -1.126628e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -11266288.000000 Penalty: 13291.247070
	Iteration 55Q: 3 clusters Score -1.126629e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -11266317.000000 Penalty: 13291.247070
	Iteration 56Q: 3 clusters Score -1.126632e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -11266329.000000 Penalty: 13291.247070
	Iteration 57Q: 3 clusters Score -1.126633e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -11266349.000000 Penalty: 13291.247070
	Iteration 58Q: 3 clusters Score -1.126635e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -11266380.000000 Penalty: 13291.247070
	Iteration 59Q: 3 clusters Score -1.126638e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -11266392.000000 Penalty: 13291.247070
	Iteration 60F: 3 clusters Score -1.126639e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -11266417.000000 Penalty: 13291.247070
	Iteration 61Q: 3 clusters Score -1.126642e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -11266435.000000 Penalty: 13291.247070
	Iteration 62Q: 3 clusters Score -1.126644e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -11266433.000000 Penalty: 13291.247070
	Iteration 63Q: 3 clusters Score -1.126643e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -11266467.000000 Penalty: 13291.247070
	Iteration 64Q: 3 clusters Score -1.126647e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -11266463.000000 Penalty: 13291.247070
	Iteration 65Q: 3 clusters Score -1.126646e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -11266526.000000 Penalty: 13291.247070
	Iteration 66Q: 3 clusters Score -1.126653e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -11266508.000000 Penalty: 13291.247070
	Iteration 67Q: 3 clusters Score -1.126651e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -11266550.000000 Penalty: 13291.247070
	Iteration 68Q: 3 clusters Score -1.126655e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -11266563.000000 Penalty: 13291.247070
	Iteration 69Q: 3 clusters Score -1.126656e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -11266591.000000 Penalty: 13291.247070
	Iteration 70Q: 3 clusters Score -1.126659e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -11266619.000000 Penalty: 13291.247070
	Iteration 71Q: 3 clusters Score -1.126662e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -11266625.000000 Penalty: 13291.247070
	Iteration 72Q: 3 clusters Score -1.126662e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -11266647.000000 Penalty: 13291.247070
	Iteration 73Q: 3 clusters Score -1.126665e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -11266639.000000 Penalty: 13291.247070
	Iteration 74Q: 3 clusters Score -1.126664e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -11266648.000000 Penalty: 13291.247070
	Iteration 75Q: 3 clusters Score -1.126665e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -11266687.000000 Penalty: 13291.247070
	Iteration 76Q: 3 clusters Score -1.126669e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -11266701.000000 Penalty: 13291.247070
	Iteration 77Q: 3 clusters Score -1.12667e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -11266725.000000 Penalty: 13291.247070
	Iteration 78Q: 3 clusters Score -1.126672e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -11266756.000000 Penalty: 13291.247070
	Iteration 79Q: 3 clusters Score -1.126676e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -11266789.000000 Penalty: 13291.247070
	Iteration 80F: 3 clusters Score -1.126679e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -11266771.000000 Penalty: 13291.247070
	Iteration 81Q: 3 clusters Score -1.126677e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -11266785.000000 Penalty: 13291.247070
	Iteration 82Q: 3 clusters Score -1.126678e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -11266811.000000 Penalty: 13291.247070
	Iteration 83Q: 3 clusters Score -1.126681e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -11266836.000000 Penalty: 13291.247070
	Iteration 84Q: 3 clusters Score -1.126684e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -11266836.000000 Penalty: 13291.247070
	Iteration 85Q: 3 clusters Score -1.126684e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -11266859.000000 Penalty: 13291.247070
	Iteration 86Q: 3 clusters Score -1.126686e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -11266878.000000 Penalty: 13291.247070
	Iteration 87Q: 3 clusters Score -1.126688e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -11266872.000000 Penalty: 13291.247070
	Iteration 88Q: 3 clusters Score -1.126687e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -11266888.000000 Penalty: 13291.247070
	Iteration 89Q: 3 clusters Score -1.126689e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -11266922.000000 Penalty: 13291.247070
	Iteration 90Q: 3 clusters Score -1.126692e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -11266925.000000 Penalty: 13291.247070
	Iteration 91Q: 3 clusters Score -1.126692e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -11266949.000000 Penalty: 13291.247070
	Iteration 92Q: 3 clusters Score -1.126695e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -11266946.000000 Penalty: 13291.247070
	Iteration 93Q: 3 clusters Score -1.126695e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -11266976.000000 Penalty: 13291.247070
	Iteration 94Q: 3 clusters Score -1.126698e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -11267008.000000 Penalty: 13291.247070
	Iteration 95Q: 3 clusters Score -1.126701e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -11266996.000000 Penalty: 13291.247070
	Iteration 96Q: 3 clusters Score -1.1267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -11267011.000000 Penalty: 13291.247070
	Iteration 97Q: 3 clusters Score -1.126701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -11267000.000000 Penalty: 13291.247070
	Iteration 98Q: 3 clusters Score -1.1267e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -11267014.000000 Penalty: 13291.247070
	Iteration 99Q: 3 clusters Score -1.126701e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -11267017.000000 Penalty: 13291.247070
	Iteration 100F: 3 clusters Score -1.126702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -11267018.000000 Penalty: 13291.247070
	Iteration 101Q: 3 clusters Score -1.126702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -11266994.000000 Penalty: 13291.247070
	Iteration 102Q: 3 clusters Score -1.126699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -11267005.000000 Penalty: 13291.247070
	Iteration 103Q: 3 clusters Score -1.1267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -11267003.000000 Penalty: 13291.247070
	Iteration 104Q: 3 clusters Score -1.1267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -11267017.000000 Penalty: 13291.247070
	Iteration 105Q: 3 clusters Score -1.126702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -11267022.000000 Penalty: 13291.247070
	Iteration 106Q: 3 clusters Score -1.126702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -11267014.000000 Penalty: 13291.247070
	Iteration 107Q: 3 clusters Score -1.126701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -11266997.000000 Penalty: 13291.247070
	Iteration 108Q: 3 clusters Score -1.1267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -11267000.000000 Penalty: 13291.247070
	Iteration 109Q: 3 clusters Score -1.1267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -11267000.000000 Penalty: 13291.247070
	Iteration 110Q: 3 clusters Score -1.1267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -11266994.000000 Penalty: 13291.247070
	Iteration 111Q: 3 clusters Score -1.126699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -11267000.000000 Penalty: 13291.247070
	Iteration 112Q: 3 clusters Score -1.1267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -11267001.000000 Penalty: 13291.247070
	Iteration 113Q: 3 clusters Score -1.1267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -11267001.000000 Penalty: 13291.247070
	Iteration 114F: 3 clusters Score -1.1267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Entering Unmasked Estep 
Score: -7985648.500000 Penalty: 6428.875488
	Iteration 0F: 2 clusters Score -7985648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -7958893.500000 Penalty: 12857.750977
	Iteration 0F: 3 clusters Score -7958894 nChanged 15478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -7967618.500000 Penalty: 12857.750977
	Iteration 1F: 3 clusters Score -7967618 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -7969267.500000 Penalty: 12857.750977
	Iteration 2F: 3 clusters Score -7969268 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -7970902.500000 Penalty: 12857.750977
	Iteration 3F: 3 clusters Score -7970902 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -7972513.000000 Penalty: 12857.750977
	Iteration 4F: 3 clusters Score -7972513 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -7974100.500000 Penalty: 12857.750977
	Iteration 5F: 3 clusters Score -7974100 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -7975444.500000 Penalty: 12857.750977
	Iteration 6F: 3 clusters Score -7975444 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -7976503.500000 Penalty: 12857.750977
	Iteration 7Q: 3 clusters Score -7976504 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -7977310.500000 Penalty: 12857.750977
	Iteration 8Q: 3 clusters Score -7977310 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -7977816.000000 Penalty: 12857.750977
	Iteration 9Q: 3 clusters Score -7977816 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -7978188.000000 Penalty: 12857.750977
	Iteration 10Q: 3 clusters Score -7978188 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -7978473.500000 Penalty: 12857.750977
	Iteration 11Q: 3 clusters Score -7978474 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -7978676.500000 Penalty: 12857.750977
	Iteration 12Q: 3 clusters Score -7978676 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -7978902.000000 Penalty: 12857.750977
	Iteration 13Q: 3 clusters Score -7978902 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -7979101.000000 Penalty: 12857.750977
	Iteration 14Q: 3 clusters Score -7979101 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -7979276.500000 Penalty: 12857.750977
	Iteration 15Q: 3 clusters Score -7979276 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -7979454.500000 Penalty: 12857.750977
	Iteration 16Q: 3 clusters Score -7979454 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -7979597.000000 Penalty: 12857.750977
	Iteration 17Q: 3 clusters Score -7979597 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -7979731.000000 Penalty: 12857.750977
	Iteration 18Q: 3 clusters Score -7979731 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -7979876.000000 Penalty: 12857.750977
	Iteration 19Q: 3 clusters Score -7979876 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -7980033.500000 Penalty: 12857.750977
	Iteration 20F: 3 clusters Score -7980034 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -7980155.000000 Penalty: 12857.750977
	Iteration 21Q: 3 clusters Score -7980155 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -7980299.000000 Penalty: 12857.750977
	Iteration 22Q: 3 clusters Score -7980299 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -7980405.000000 Penalty: 12857.750977
	Iteration 23Q: 3 clusters Score -7980405 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -7980478.500000 Penalty: 12857.750977
	Iteration 24Q: 3 clusters Score -7980478 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -7980539.500000 Penalty: 12857.750977
	Iteration 25Q: 3 clusters Score -7980540 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -7980630.500000 Penalty: 12857.750977
	Iteration 26Q: 3 clusters Score -7980630 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -7980671.000000 Penalty: 12857.750977
	Iteration 27Q: 3 clusters Score -7980671 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -7980765.500000 Penalty: 12857.750977
	Iteration 28Q: 3 clusters Score -7980766 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7980826.000000 Penalty: 12857.750977
	Iteration 29Q: 3 clusters Score -7980826 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7980907.500000 Penalty: 12857.750977
	Iteration 30Q: 3 clusters Score -7980908 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -7980961.500000 Penalty: 12857.750977
	Iteration 31Q: 3 clusters Score -7980962 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -7981037.000000 Penalty: 12857.750977
	Iteration 32Q: 3 clusters Score -7981037 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -7981112.000000 Penalty: 12857.750977
	Iteration 33Q: 3 clusters Score -7981112 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -7981156.500000 Penalty: 12857.750977
	Iteration 34Q: 3 clusters Score -7981156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -7981200.500000 Penalty: 12857.750977
	Iteration 35Q: 3 clusters Score -7981200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -7981250.500000 Penalty: 12857.750977
	Iteration 36Q: 3 clusters Score -7981250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -7981298.000000 Penalty: 12857.750977
	Iteration 37Q: 3 clusters Score -7981298 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -7981341.000000 Penalty: 12857.750977
	Iteration 38Q: 3 clusters Score -7981341 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7981387.000000 Penalty: 12857.750977
	Iteration 39Q: 3 clusters Score -7981387 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7981412.000000 Penalty: 12857.750977
	Iteration 40F: 3 clusters Score -7981412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -7981435.500000 Penalty: 12857.750977
	Iteration 41Q: 3 clusters Score -7981436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7981446.500000 Penalty: 12857.750977
	Iteration 42Q: 3 clusters Score -7981446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7981459.500000 Penalty: 12857.750977
	Iteration 43Q: 3 clusters Score -7981460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -7981478.000000 Penalty: 12857.750977
	Iteration 44Q: 3 clusters Score -7981478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -7981477.000000 Penalty: 12857.750977
	Iteration 45Q: 3 clusters Score -7981477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7981492.500000 Penalty: 12857.750977
	Iteration 46Q: 3 clusters Score -7981492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7981486.500000 Penalty: 12857.750977
	Iteration 47Q: 3 clusters Score -7981486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -7981495.000000 Penalty: 12857.750977
	Iteration 48Q: 3 clusters Score -7981495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7981508.000000 Penalty: 12857.750977
	Iteration 49Q: 3 clusters Score -7981508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -7981518.000000 Penalty: 12857.750977
	Iteration 50Q: 3 clusters Score -7981518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7981525.500000 Penalty: 12857.750977
	Iteration 51Q: 3 clusters Score -7981526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7981511.500000 Penalty: 12857.750977
	Iteration 52Q: 3 clusters Score -7981512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7981530.500000 Penalty: 12857.750977
	Iteration 53Q: 3 clusters Score -7981530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -7981529.500000 Penalty: 12857.750977
	Iteration 54Q: 3 clusters Score -7981530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7981528.000000 Penalty: 12857.750977
	Iteration 55Q: 3 clusters Score -7981528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7981521.500000 Penalty: 12857.750977
	Iteration 56Q: 3 clusters Score -7981522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7981523.500000 Penalty: 12857.750977
	Iteration 57Q: 3 clusters Score -7981524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7981524.500000 Penalty: 12857.750977
	Iteration 58Q: 3 clusters Score -7981524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7981524.500000 Penalty: 12857.750977
	Iteration 59F: 3 clusters Score -7981524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Entering Unmasked Estep 
Score: -3911441.750000 Penalty: 5968.213867
	Iteration 0F: 2 clusters Score -3911442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3896760.000000 Penalty: 11936.427734
	Iteration 0F: 3 clusters Score -3896760 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3900354.250000 Penalty: 11936.427734
	Iteration 1F: 3 clusters Score -3900354 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3900921.500000 Penalty: 11936.427734
	Iteration 2F: 3 clusters Score -3900922 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3901276.500000 Penalty: 11936.427734
	Iteration 3Q: 3 clusters Score -3901276 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3901546.250000 Penalty: 11936.427734
	Iteration 4Q: 3 clusters Score -3901546 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3901755.000000 Penalty: 11936.427734
	Iteration 5Q: 3 clusters Score -3901755 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3901939.250000 Penalty: 11936.427734
	Iteration 6Q: 3 clusters Score -3901939 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3902099.750000 Penalty: 11936.427734
	Iteration 7Q: 3 clusters Score -3902100 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3902255.750000 Penalty: 11936.427734
	Iteration 8Q: 3 clusters Score -3902256 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3902424.500000 Penalty: 11936.427734
	Iteration 9Q: 3 clusters Score -3902424 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3902587.750000 Penalty: 11936.427734
	Iteration 10Q: 3 clusters Score -3902588 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3902764.000000 Penalty: 11936.427734
	Iteration 11Q: 3 clusters Score -3902764 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3902940.500000 Penalty: 11936.427734
	Iteration 12Q: 3 clusters Score -3902940 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3903115.250000 Penalty: 11936.427734
	Iteration 13Q: 3 clusters Score -3903115 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3903316.750000 Penalty: 11936.427734
	Iteration 14Q: 3 clusters Score -3903317 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3903550.750000 Penalty: 11936.427734
	Iteration 15Q: 3 clusters Score -3903551 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3903783.000000 Penalty: 11936.427734
	Iteration 16Q: 3 clusters Score -3903783 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3904031.750000 Penalty: 11936.427734
	Iteration 17Q: 3 clusters Score -3904032 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3904276.500000 Penalty: 11936.427734
	Iteration 18Q: 3 clusters Score -3904276 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3904562.000000 Penalty: 11936.427734
	Iteration 19Q: 3 clusters Score -3904562 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3904787.000000 Penalty: 11936.427734
	Iteration 20F: 3 clusters Score -3904787 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3905004.500000 Penalty: 11936.427734
	Iteration 21Q: 3 clusters Score -3905004 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3905191.250000 Penalty: 11936.427734
	Iteration 22Q: 3 clusters Score -3905191 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3905361.750000 Penalty: 11936.427734
	Iteration 23Q: 3 clusters Score -3905362 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3905510.000000 Penalty: 11936.427734
	Iteration 24Q: 3 clusters Score -3905510 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3905641.000000 Penalty: 11936.427734
	Iteration 25Q: 3 clusters Score -3905641 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3905751.000000 Penalty: 11936.427734
	Iteration 26Q: 3 clusters Score -3905751 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3905828.750000 Penalty: 11936.427734
	Iteration 27Q: 3 clusters Score -3905829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3905898.500000 Penalty: 11936.427734
	Iteration 28Q: 3 clusters Score -3905898 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3905957.000000 Penalty: 11936.427734
	Iteration 29Q: 3 clusters Score -3905957 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3905992.250000 Penalty: 11936.427734
	Iteration 30Q: 3 clusters Score -3905992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3906009.000000 Penalty: 11936.427734
	Iteration 31Q: 3 clusters Score -3906009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3906038.000000 Penalty: 11936.427734
	Iteration 32Q: 3 clusters Score -3906038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3906056.750000 Penalty: 11936.427734
	Iteration 33Q: 3 clusters Score -3906057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3906067.250000 Penalty: 11936.427734
	Iteration 34Q: 3 clusters Score -3906067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3906087.500000 Penalty: 11936.427734
	Iteration 35Q: 3 clusters Score -3906088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3906108.750000 Penalty: 11936.427734
	Iteration 36Q: 3 clusters Score -3906109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3906126.500000 Penalty: 11936.427734
	Iteration 37Q: 3 clusters Score -3906126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3906139.500000 Penalty: 11936.427734
	Iteration 38Q: 3 clusters Score -3906140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3906146.250000 Penalty: 11936.427734
	Iteration 39Q: 3 clusters Score -3906146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3906150.750000 Penalty: 11936.427734
	Iteration 40F: 3 clusters Score -3906151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3906160.750000 Penalty: 11936.427734
	Iteration 41Q: 3 clusters Score -3906161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3906170.000000 Penalty: 11936.427734
	Iteration 42Q: 3 clusters Score -3906170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3906173.750000 Penalty: 11936.427734
	Iteration 43Q: 3 clusters Score -3906174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3906174.250000 Penalty: 11936.427734
	Iteration 44Q: 3 clusters Score -3906174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3906176.750000 Penalty: 11936.427734
	Iteration 45Q: 3 clusters Score -3906177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3906181.500000 Penalty: 11936.427734
	Iteration 46Q: 3 clusters Score -3906182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3906191.750000 Penalty: 11936.427734
	Iteration 47Q: 3 clusters Score -3906192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3906189.000000 Penalty: 11936.427734
	Iteration 48Q: 3 clusters Score -3906189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3906196.500000 Penalty: 11936.427734
	Iteration 49Q: 3 clusters Score -3906196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3906195.000000 Penalty: 11936.427734
	Iteration 50Q: 3 clusters Score -3906195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3906193.000000 Penalty: 11936.427734
	Iteration 51Q: 3 clusters Score -3906193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3906193.000000 Penalty: 11936.427734
	Iteration 52F: 3 clusters Score -3906193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (98235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Entering Unmasked Estep 
Score: -22429124.000000 Penalty: 7040.759766
	Iteration 0F: 2 clusters Score -2.242912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -22363090.000000 Penalty: 14081.519531
	Iteration 0F: 3 clusters Score -2.236309e+07 nChanged 44874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -22387550.000000 Penalty: 14081.519531
	Iteration 1F: 3 clusters Score -2.238755e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -22388882.000000 Penalty: 14081.519531
	Iteration 2Q: 3 clusters Score -2.238888e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -22391028.000000 Penalty: 14081.519531
	Iteration 3Q: 3 clusters Score -2.239103e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -22393662.000000 Penalty: 14081.519531
	Iteration 4Q: 3 clusters Score -2.239366e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -22396552.000000 Penalty: 14081.519531
	Iteration 5Q: 3 clusters Score -2.239655e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -22399234.000000 Penalty: 14081.519531
	Iteration 6Q: 3 clusters Score -2.239923e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -22401700.000000 Penalty: 14081.519531
	Iteration 7Q: 3 clusters Score -2.24017e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -22404022.000000 Penalty: 14081.519531
	Iteration 8Q: 3 clusters Score -2.240402e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -22406714.000000 Penalty: 14081.519531
	Iteration 9Q: 3 clusters Score -2.240671e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -22409572.000000 Penalty: 14081.519531
	Iteration 10Q: 3 clusters Score -2.240957e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82659 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -22412414.000000 Penalty: 14081.519531
	Iteration 11Q: 3 clusters Score -2.241241e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -22415514.000000 Penalty: 14081.519531
	Iteration 12Q: 3 clusters Score -2.241551e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -22417858.000000 Penalty: 14081.519531
	Iteration 13Q: 3 clusters Score -2.241786e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -22419742.000000 Penalty: 14081.519531
	Iteration 14Q: 3 clusters Score -2.241974e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94772 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -22421018.000000 Penalty: 14081.519531
	Iteration 15Q: 3 clusters Score -2.242102e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95789 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -22421782.000000 Penalty: 14081.519531
	Iteration 16Q: 3 clusters Score -2.242178e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -22422256.000000 Penalty: 14081.519531
	Iteration 17Q: 3 clusters Score -2.242226e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -22422510.000000 Penalty: 14081.519531
	Iteration 18Q: 3 clusters Score -2.242251e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -22422696.000000 Penalty: 14081.519531
	Iteration 19Q: 3 clusters Score -2.24227e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -22422782.000000 Penalty: 14081.519531
	Iteration 20F: 3 clusters Score -2.242278e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -22422832.000000 Penalty: 14081.519531
	Iteration 21Q: 3 clusters Score -2.242283e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97095 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -22422892.000000 Penalty: 14081.519531
	Iteration 22Q: 3 clusters Score -2.242289e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97125 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -22422952.000000 Penalty: 14081.519531
	Iteration 23Q: 3 clusters Score -2.242295e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -22422938.000000 Penalty: 14081.519531
	Iteration 24Q: 3 clusters Score -2.242294e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97167 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22422924.000000 Penalty: 14081.519531
	Iteration 25Q: 3 clusters Score -2.242292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -22422952.000000 Penalty: 14081.519531
	Iteration 26Q: 3 clusters Score -2.242295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -22422966.000000 Penalty: 14081.519531
	Iteration 27Q: 3 clusters Score -2.242297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97222 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22423002.000000 Penalty: 14081.519531
	Iteration 28Q: 3 clusters Score -2.2423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -22423012.000000 Penalty: 14081.519531
	Iteration 29Q: 3 clusters Score -2.242301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -22423028.000000 Penalty: 14081.519531
	Iteration 30Q: 3 clusters Score -2.242303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -22423090.000000 Penalty: 14081.519531
	Iteration 31Q: 3 clusters Score -2.242309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -22423084.000000 Penalty: 14081.519531
	Iteration 32Q: 3 clusters Score -2.242308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -22423080.000000 Penalty: 14081.519531
	Iteration 33Q: 3 clusters Score -2.242308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97275 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -22423084.000000 Penalty: 14081.519531
	Iteration 34Q: 3 clusters Score -2.242308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -22423106.000000 Penalty: 14081.519531
	Iteration 35Q: 3 clusters Score -2.242311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22423124.000000 Penalty: 14081.519531
	Iteration 36Q: 3 clusters Score -2.242312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97289 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -22423102.000000 Penalty: 14081.519531
	Iteration 37Q: 3 clusters Score -2.24231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97290 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -22423114.000000 Penalty: 14081.519531
	Iteration 38Q: 3 clusters Score -2.242311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97290 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -22423116.000000 Penalty: 14081.519531
	Iteration 39Q: 3 clusters Score -2.242312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97292 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -22423124.000000 Penalty: 14081.519531
	Iteration 40F: 3 clusters Score -2.242312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22423134.000000 Penalty: 14081.519531
	Iteration 41Q: 3 clusters Score -2.242313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -22423124.000000 Penalty: 14081.519531
	Iteration 42Q: 3 clusters Score -2.242312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97301 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -22423130.000000 Penalty: 14081.519531
	Iteration 43Q: 3 clusters Score -2.242313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -22423140.000000 Penalty: 14081.519531
	Iteration 44Q: 3 clusters Score -2.242314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -22423116.000000 Penalty: 14081.519531
	Iteration 45Q: 3 clusters Score -2.242312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -22423116.000000 Penalty: 14081.519531
	Iteration 46F: 3 clusters Score -2.242312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (128940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Entering Unmasked Estep 
Score: -29712114.000000 Penalty: 7207.350098
	Iteration 0F: 2 clusters Score -2.971211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -29628880.000000 Penalty: 14414.700195
	Iteration 0F: 3 clusters Score -2.962888e+07 nChanged 59609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -29661984.000000 Penalty: 14414.700195
	Iteration 1F: 3 clusters Score -2.966198e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -29663698.000000 Penalty: 14414.700195
	Iteration 2Q: 3 clusters Score -2.96637e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -29665810.000000 Penalty: 14414.700195
	Iteration 3Q: 3 clusters Score -2.966581e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
Score: -29667906.000000 Penalty: 14414.700195
	Iteration 4Q: 3 clusters Score -2.966791e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -29670672.000000 Penalty: 14414.700195
	Iteration 5Q: 3 clusters Score -2.967067e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -29674216.000000 Penalty: 14414.700195
	Iteration 6F: 3 clusters Score -2.967422e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
Score: -29678156.000000 Penalty: 14414.700195
	Iteration 7F: 3 clusters Score -2.967816e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 87862 members 
Entering Unmasked Estep 
Score: -29683754.000000 Penalty: 14414.700195
	Iteration 8F: 3 clusters Score -2.968375e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 94416 members 
Entering Unmasked Estep 
Score: -29690088.000000 Penalty: 14414.700195
	Iteration 9F: 3 clusters Score -2.969009e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 100060 members 
Entering Unmasked Estep 
Score: -29695918.000000 Penalty: 14414.700195
	Iteration 10F: 3 clusters Score -2.969592e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 104385 members 
Entering Unmasked Estep 
Score: -29699742.000000 Penalty: 14414.700195
	Iteration 11Q: 3 clusters Score -2.969974e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 107492 members 
Entering Unmasked Estep 
Score: -29702060.000000 Penalty: 14414.700195
	Iteration 12Q: 3 clusters Score -2.970206e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 109868 members 
Entering Unmasked Estep 
Score: -29703630.000000 Penalty: 14414.700195
	Iteration 13Q: 3 clusters Score -2.970363e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 111794 members 
Entering Unmasked Estep 
Score: -29704700.000000 Penalty: 14414.700195
	Iteration 14Q: 3 clusters Score -2.97047e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 113397 members 
Entering Unmasked Estep 
Score: -29705464.000000 Penalty: 14414.700195
	Iteration 15Q: 3 clusters Score -2.970546e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 114722 members 
Entering Unmasked Estep 
Score: -29705960.000000 Penalty: 14414.700195
	Iteration 16Q: 3 clusters Score -2.970596e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 115845 members 
Entering Unmasked Estep 
Score: -29706556.000000 Penalty: 14414.700195
	Iteration 17Q: 3 clusters Score -2.970656e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 116802 members 
Entering Unmasked Estep 
Score: -29706846.000000 Penalty: 14414.700195
	Iteration 18Q: 3 clusters Score -2.970685e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 117624 members 
Entering Unmasked Estep 
Score: -29707278.000000 Penalty: 14414.700195
	Iteration 19Q: 3 clusters Score -2.970728e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 118370 members 
Entering Unmasked Estep 
Score: -29707912.000000 Penalty: 14414.700195
	Iteration 20F: 3 clusters Score -2.970791e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 119038 members 
Entering Unmasked Estep 
Score: -29708428.000000 Penalty: 14414.700195
	Iteration 21Q: 3 clusters Score -2.970843e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 119607 members 
Entering Unmasked Estep 
Score: -29708842.000000 Penalty: 14414.700195
	Iteration 22Q: 3 clusters Score -2.970884e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 120054 members 
Entering Unmasked Estep 
Score: -29709230.000000 Penalty: 14414.700195
	Iteration 23Q: 3 clusters Score -2.970923e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 120399 members 
Entering Unmasked Estep 
Score: -29709298.000000 Penalty: 14414.700195
	Iteration 24Q: 3 clusters Score -2.97093e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 120685 members 
Entering Unmasked Estep 
Score: -29709416.000000 Penalty: 14414.700195
	Iteration 25Q: 3 clusters Score -2.970942e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 120909 members 
Entering Unmasked Estep 
Score: -29709496.000000 Penalty: 14414.700195
	Iteration 26Q: 3 clusters Score -2.97095e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -29709512.000000 Penalty: 14414.700195
	Iteration 27Q: 3 clusters Score -2.970951e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 121220 members 
Entering Unmasked Estep 
Score: -29709564.000000 Penalty: 14414.700195
	Iteration 28Q: 3 clusters Score -2.970956e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 121329 members 
Entering Unmasked Estep 
Score: -29709574.000000 Penalty: 14414.700195
	Iteration 29Q: 3 clusters Score -2.970957e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 121426 members 
Entering Unmasked Estep 
Score: -29709568.000000 Penalty: 14414.700195
	Iteration 30Q: 3 clusters Score -2.970957e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -29709580.000000 Penalty: 14414.700195
	Iteration 31Q: 3 clusters Score -2.970958e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 121572 members 
Entering Unmasked Estep 
Score: -29709588.000000 Penalty: 14414.700195
	Iteration 32Q: 3 clusters Score -2.970959e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 121628 members 
Entering Unmasked Estep 
Score: -29709564.000000 Penalty: 14414.700195
	Iteration 33Q: 3 clusters Score -2.970956e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 121670 members 
Entering Unmasked Estep 
Score: -29709580.000000 Penalty: 14414.700195
	Iteration 34Q: 3 clusters Score -2.970958e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 121705 members 
Entering Unmasked Estep 
Score: -29709588.000000 Penalty: 14414.700195
	Iteration 35Q: 3 clusters Score -2.970959e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 121737 members 
Entering Unmasked Estep 
Score: -29709578.000000 Penalty: 14414.700195
	Iteration 36Q: 3 clusters Score -2.970958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 121760 members 
Entering Unmasked Estep 
Score: -29709596.000000 Penalty: 14414.700195
	Iteration 37Q: 3 clusters Score -2.97096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 121780 members 
Entering Unmasked Estep 
Score: -29709588.000000 Penalty: 14414.700195
	Iteration 38Q: 3 clusters Score -2.970959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 121797 members 
Entering Unmasked Estep 
Score: -29709568.000000 Penalty: 14414.700195
	Iteration 39Q: 3 clusters Score -2.970957e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 121823 members 
Entering Unmasked Estep 
Score: -29709586.000000 Penalty: 14414.700195
	Iteration 40F: 3 clusters Score -2.970959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 121837 members 
Entering Unmasked Estep 
Score: -29709578.000000 Penalty: 14414.700195
	Iteration 41Q: 3 clusters Score -2.970958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 121856 members 
Entering Unmasked Estep 
Score: -29709558.000000 Penalty: 14414.700195
	Iteration 42Q: 3 clusters Score -2.970956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 121864 members 
Entering Unmasked Estep 
Score: -29709588.000000 Penalty: 14414.700195
	Iteration 43Q: 3 clusters Score -2.970959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 121876 members 
Entering Unmasked Estep 
Score: -29709584.000000 Penalty: 14414.700195
	Iteration 44Q: 3 clusters Score -2.970958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 121886 members 
Entering Unmasked Estep 
Score: -29709594.000000 Penalty: 14414.700195
	Iteration 45Q: 3 clusters Score -2.970959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 121890 members 
Entering Unmasked Estep 
Score: -29709590.000000 Penalty: 14414.700195
	Iteration 46Q: 3 clusters Score -2.970959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -29709582.000000 Penalty: 14414.700195
	Iteration 47Q: 3 clusters Score -2.970958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 121898 members 
Entering Unmasked Estep 
Score: -29709576.000000 Penalty: 14414.700195
	Iteration 48Q: 3 clusters Score -2.970958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -29709594.000000 Penalty: 14414.700195
	Iteration 49Q: 3 clusters Score -2.970959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 121907 members 
Entering Unmasked Estep 
Score: -29709600.000000 Penalty: 14414.700195
	Iteration 50Q: 3 clusters Score -2.97096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 121910 members 
Entering Unmasked Estep 
Score: -29709594.000000 Penalty: 14414.700195
	Iteration 51Q: 3 clusters Score -2.970959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 121913 members 
Entering Unmasked Estep 
Score: -29709584.000000 Penalty: 14414.700195
	Iteration 52Q: 3 clusters Score -2.970958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 121913 members 
Entering Unmasked Estep 
Score: -29709584.000000 Penalty: 14414.700195
	Iteration 53F: 3 clusters Score -2.970958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Entering Unmasked Estep 
Score: -4190662.750000 Penalty: 6009.196289
	Iteration 0F: 2 clusters Score -4190663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -4175251.500000 Penalty: 12018.392578
	Iteration 0F: 3 clusters Score -4175252 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4179102.000000 Penalty: 12018.392578
	Iteration 1F: 3 clusters Score -4179102 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -4179699.000000 Penalty: 12018.392578
	Iteration 2F: 3 clusters Score -4179699 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -4180040.000000 Penalty: 12018.392578
	Iteration 3Q: 3 clusters Score -4180040 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -4180304.500000 Penalty: 12018.392578
	Iteration 4Q: 3 clusters Score -4180304 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -4180486.250000 Penalty: 12018.392578
	Iteration 5Q: 3 clusters Score -4180486 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -4180657.000000 Penalty: 12018.392578
	Iteration 6Q: 3 clusters Score -4180657 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -4180787.000000 Penalty: 12018.392578
	Iteration 7Q: 3 clusters Score -4180787 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -4180886.500000 Penalty: 12018.392578
	Iteration 8Q: 3 clusters Score -4180886 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -4180983.000000 Penalty: 12018.392578
	Iteration 9Q: 3 clusters Score -4180983 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -4181086.000000 Penalty: 12018.392578
	Iteration 10Q: 3 clusters Score -4181086 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4181170.750000 Penalty: 12018.392578
	Iteration 11Q: 3 clusters Score -4181171 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -4181259.750000 Penalty: 12018.392578
	Iteration 12Q: 3 clusters Score -4181260 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -4181316.500000 Penalty: 12018.392578
	Iteration 13Q: 3 clusters Score -4181316 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4181360.750000 Penalty: 12018.392578
	Iteration 14Q: 3 clusters Score -4181361 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4181423.250000 Penalty: 12018.392578
	Iteration 15Q: 3 clusters Score -4181423 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -4181478.250000 Penalty: 12018.392578
	Iteration 16Q: 3 clusters Score -4181478 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4181529.500000 Penalty: 12018.392578
	Iteration 17Q: 3 clusters Score -4181530 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -4181576.000000 Penalty: 12018.392578
	Iteration 18Q: 3 clusters Score -4181576 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -4181631.500000 Penalty: 12018.392578
	Iteration 19Q: 3 clusters Score -4181632 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4181680.000000 Penalty: 12018.392578
	Iteration 20F: 3 clusters Score -4181680 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -4181745.250000 Penalty: 12018.392578
	Iteration 21Q: 3 clusters Score -4181745 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -4181799.000000 Penalty: 12018.392578
	Iteration 22Q: 3 clusters Score -4181799 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -4181861.250000 Penalty: 12018.392578
	Iteration 23Q: 3 clusters Score -4181861 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -4181924.500000 Penalty: 12018.392578
	Iteration 24Q: 3 clusters Score -4181924 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4181999.000000 Penalty: 12018.392578
	Iteration 25Q: 3 clusters Score -4181999 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -4182090.500000 Penalty: 12018.392578
	Iteration 26Q: 3 clusters Score -4182090 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -4182217.000000 Penalty: 12018.392578
	Iteration 27Q: 3 clusters Score -4182217 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -4182363.000000 Penalty: 12018.392578
	Iteration 28Q: 3 clusters Score -4182363 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -4182496.750000 Penalty: 12018.392578
	Iteration 29Q: 3 clusters Score -4182497 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -4182632.250000 Penalty: 12018.392578
	Iteration 30Q: 3 clusters Score -4182632 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -4182804.500000 Penalty: 12018.392578
	Iteration 31Q: 3 clusters Score -4182804 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -4183014.750000 Penalty: 12018.392578
	Iteration 32Q: 3 clusters Score -4183015 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -4183207.750000 Penalty: 12018.392578
	Iteration 33Q: 3 clusters Score -4183208 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4183404.000000 Penalty: 12018.392578
	Iteration 34Q: 3 clusters Score -4183404 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -4183606.500000 Penalty: 12018.392578
	Iteration 35Q: 3 clusters Score -4183606 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -4183807.750000 Penalty: 12018.392578
	Iteration 36Q: 3 clusters Score -4183808 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -4184000.500000 Penalty: 12018.392578
	Iteration 37Q: 3 clusters Score -4184000 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -4184163.000000 Penalty: 12018.392578
	Iteration 38Q: 3 clusters Score -4184163 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4184317.750000 Penalty: 12018.392578
	Iteration 39Q: 3 clusters Score -4184318 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4184474.000000 Penalty: 12018.392578
	Iteration 40F: 3 clusters Score -4184474 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4184605.250000 Penalty: 12018.392578
	Iteration 41Q: 3 clusters Score -4184605 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4184708.750000 Penalty: 12018.392578
	Iteration 42Q: 3 clusters Score -4184709 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -4184798.000000 Penalty: 12018.392578
	Iteration 43Q: 3 clusters Score -4184798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4184883.250000 Penalty: 12018.392578
	Iteration 44Q: 3 clusters Score -4184883 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -4184924.500000 Penalty: 12018.392578
	Iteration 45Q: 3 clusters Score -4184924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4184988.500000 Penalty: 12018.392578
	Iteration 46Q: 3 clusters Score -4184988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -4185029.000000 Penalty: 12018.392578
	Iteration 47Q: 3 clusters Score -4185029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4185050.500000 Penalty: 12018.392578
	Iteration 48Q: 3 clusters Score -4185050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -4185069.250000 Penalty: 12018.392578
	Iteration 49Q: 3 clusters Score -4185069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4185092.250000 Penalty: 12018.392578
	Iteration 50Q: 3 clusters Score -4185092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4185119.500000 Penalty: 12018.392578
	Iteration 51Q: 3 clusters Score -4185120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4185129.250000 Penalty: 12018.392578
	Iteration 52Q: 3 clusters Score -4185129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -4185152.000000 Penalty: 12018.392578
	Iteration 53Q: 3 clusters Score -4185152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4185169.750000 Penalty: 12018.392578
	Iteration 54Q: 3 clusters Score -4185170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -4185177.250000 Penalty: 12018.392578
	Iteration 55Q: 3 clusters Score -4185177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -4185182.250000 Penalty: 12018.392578
	Iteration 56Q: 3 clusters Score -4185182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -4185189.750000 Penalty: 12018.392578
	Iteration 57Q: 3 clusters Score -4185190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -4185202.250000 Penalty: 12018.392578
	Iteration 58Q: 3 clusters Score -4185202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4185217.500000 Penalty: 12018.392578
	Iteration 59Q: 3 clusters Score -4185218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -4185223.250000 Penalty: 12018.392578
	Iteration 60F: 3 clusters Score -4185223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4185228.500000 Penalty: 12018.392578
	Iteration 61Q: 3 clusters Score -4185228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -4185233.250000 Penalty: 12018.392578
	Iteration 62Q: 3 clusters Score -4185233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -4185239.000000 Penalty: 12018.392578
	Iteration 63Q: 3 clusters Score -4185239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4185247.500000 Penalty: 12018.392578
	Iteration 64Q: 3 clusters Score -4185248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4185253.250000 Penalty: 12018.392578
	Iteration 65Q: 3 clusters Score -4185253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4185263.250000 Penalty: 12018.392578
	Iteration 66Q: 3 clusters Score -4185263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4185277.750000 Penalty: 12018.392578
	Iteration 67Q: 3 clusters Score -4185278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -4185280.750000 Penalty: 12018.392578
	Iteration 68Q: 3 clusters Score -4185281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -4185289.250000 Penalty: 12018.392578
	Iteration 69Q: 3 clusters Score -4185289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -4185287.500000 Penalty: 12018.392578
	Iteration 70Q: 3 clusters Score -4185288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4185292.250000 Penalty: 12018.392578
	Iteration 71Q: 3 clusters Score -4185292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4185292.250000 Penalty: 12018.392578
	Iteration 72Q: 3 clusters Score -4185292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -4185294.000000 Penalty: 12018.392578
	Iteration 73Q: 3 clusters Score -4185294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -4185296.500000 Penalty: 12018.392578
	Iteration 74Q: 3 clusters Score -4185296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4185295.750000 Penalty: 12018.392578
	Iteration 75Q: 3 clusters Score -4185296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -4185298.000000 Penalty: 12018.392578
	Iteration 76Q: 3 clusters Score -4185298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4185298.750000 Penalty: 12018.392578
	Iteration 77Q: 3 clusters Score -4185299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4185298.750000 Penalty: 12018.392578
	Iteration 78F: 3 clusters Score -4185299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -188286.734375 Penalty: 4171.212402
	Iteration 0F: 2 clusters Score -188286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -184433.640625 Penalty: 8342.424805
	Iteration 0F: 3 clusters Score -184433.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -184778.000000 Penalty: 8342.424805
	Iteration 1F: 3 clusters Score -184778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -184899.218750 Penalty: 8342.424805
	Iteration 2Q: 3 clusters Score -184899.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -184981.015625 Penalty: 8342.424805
	Iteration 3Q: 3 clusters Score -184981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -185030.453125 Penalty: 8342.424805
	Iteration 4Q: 3 clusters Score -185030.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -185064.343750 Penalty: 8342.424805
	Iteration 5Q: 3 clusters Score -185064.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -185084.843750 Penalty: 8342.424805
	Iteration 6Q: 3 clusters Score -185084.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -185115.859375 Penalty: 8342.424805
	Iteration 7Q: 3 clusters Score -185115.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -185148.390625 Penalty: 8342.424805
	Iteration 8Q: 3 clusters Score -185148.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -185215.984375 Penalty: 8342.424805
	Iteration 9Q: 3 clusters Score -185216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -185241.546875 Penalty: 8342.424805
	Iteration 10Q: 3 clusters Score -185241.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -185264.437500 Penalty: 8342.424805
	Iteration 11Q: 3 clusters Score -185264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -185273.796875 Penalty: 8342.424805
	Iteration 12Q: 3 clusters Score -185273.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -185281.390625 Penalty: 8342.424805
	Iteration 13Q: 3 clusters Score -185281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -185283.421875 Penalty: 8342.424805
	Iteration 14Q: 3 clusters Score -185283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -185291.265625 Penalty: 8342.424805
	Iteration 15Q: 3 clusters Score -185291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -185297.046875 Penalty: 8342.424805
	Iteration 16Q: 3 clusters Score -185297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -185301.593750 Penalty: 8342.424805
	Iteration 17Q: 3 clusters Score -185301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -185310.296875 Penalty: 8342.424805
	Iteration 18Q: 3 clusters Score -185310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -185315.968750 Penalty: 8342.424805
	Iteration 19Q: 3 clusters Score -185316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -185320.140625 Penalty: 8342.424805
	Iteration 20F: 3 clusters Score -185320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -185322.468750 Penalty: 8342.424805
	Iteration 21Q: 3 clusters Score -185322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -185326.218750 Penalty: 8342.424805
	Iteration 22Q: 3 clusters Score -185326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -185327.156250 Penalty: 8342.424805
	Iteration 23Q: 3 clusters Score -185327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -185327.156250 Penalty: 8342.424805
	Iteration 24F: 3 clusters Score -185327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Entering Unmasked Estep 
Score: -4356302.500000 Penalty: 6053.699219
	Iteration 0F: 2 clusters Score -4356302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4340151.500000 Penalty: 12107.398438
	Iteration 0F: 3 clusters Score -4340152 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -4344265.000000 Penalty: 12107.398438
	Iteration 1F: 3 clusters Score -4344265 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -4344894.500000 Penalty: 12107.398438
	Iteration 2F: 3 clusters Score -4344894 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4345396.500000 Penalty: 12107.398438
	Iteration 3F: 3 clusters Score -4345396 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -4345752.000000 Penalty: 12107.398438
	Iteration 4Q: 3 clusters Score -4345752 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -4346083.000000 Penalty: 12107.398438
	Iteration 5Q: 3 clusters Score -4346083 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -4346386.500000 Penalty: 12107.398438
	Iteration 6Q: 3 clusters Score -4346386 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4346673.500000 Penalty: 12107.398438
	Iteration 7Q: 3 clusters Score -4346674 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -4346969.000000 Penalty: 12107.398438
	Iteration 8Q: 3 clusters Score -4346969 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -4347333.500000 Penalty: 12107.398438
	Iteration 9Q: 3 clusters Score -4347334 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -4347734.500000 Penalty: 12107.398438
	Iteration 10Q: 3 clusters Score -4347734 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -4348161.000000 Penalty: 12107.398438
	Iteration 11Q: 3 clusters Score -4348161 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -4348593.000000 Penalty: 12107.398438
	Iteration 12Q: 3 clusters Score -4348593 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -4349144.000000 Penalty: 12107.398438
	Iteration 13Q: 3 clusters Score -4349144 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -4349760.500000 Penalty: 12107.398438
	Iteration 14Q: 3 clusters Score -4349760 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -4350341.000000 Penalty: 12107.398438
	Iteration 15Q: 3 clusters Score -4350341 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4350813.500000 Penalty: 12107.398438
	Iteration 16Q: 3 clusters Score -4350814 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -4351184.000000 Penalty: 12107.398438
	Iteration 17Q: 3 clusters Score -4351184 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -4351455.000000 Penalty: 12107.398438
	Iteration 18Q: 3 clusters Score -4351455 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -4351662.000000 Penalty: 12107.398438
	Iteration 19Q: 3 clusters Score -4351662 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -4351798.500000 Penalty: 12107.398438
	Iteration 20F: 3 clusters Score -4351798 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4351892.000000 Penalty: 12107.398438
	Iteration 21Q: 3 clusters Score -4351892 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -4351970.000000 Penalty: 12107.398438
	Iteration 22Q: 3 clusters Score -4351970 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -4352016.000000 Penalty: 12107.398438
	Iteration 23Q: 3 clusters Score -4352016 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4352058.000000 Penalty: 12107.398438
	Iteration 24Q: 3 clusters Score -4352058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -4352084.500000 Penalty: 12107.398438
	Iteration 25Q: 3 clusters Score -4352084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4352102.500000 Penalty: 12107.398438
	Iteration 26Q: 3 clusters Score -4352102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4352134.500000 Penalty: 12107.398438
	Iteration 27Q: 3 clusters Score -4352134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -4352131.500000 Penalty: 12107.398438
	Iteration 28Q: 3 clusters Score -4352132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -4352150.000000 Penalty: 12107.398438
	Iteration 29Q: 3 clusters Score -4352150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4352153.000000 Penalty: 12107.398438
	Iteration 30Q: 3 clusters Score -4352153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4352151.500000 Penalty: 12107.398438
	Iteration 31Q: 3 clusters Score -4352152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -4352157.000000 Penalty: 12107.398438
	Iteration 32Q: 3 clusters Score -4352157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -4352161.500000 Penalty: 12107.398438
	Iteration 33Q: 3 clusters Score -4352162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4352158.000000 Penalty: 12107.398438
	Iteration 34Q: 3 clusters Score -4352158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4352159.000000 Penalty: 12107.398438
	Iteration 35Q: 3 clusters Score -4352159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4352165.000000 Penalty: 12107.398438
	Iteration 36Q: 3 clusters Score -4352165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4352159.000000 Penalty: 12107.398438
	Iteration 37Q: 3 clusters Score -4352159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4352161.500000 Penalty: 12107.398438
	Iteration 38Q: 3 clusters Score -4352162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4352159.500000 Penalty: 12107.398438
	Iteration 39Q: 3 clusters Score -4352160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4352159.500000 Penalty: 12107.398438
	Iteration 40F: 3 clusters Score -4352160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (36563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Entering Unmasked Estep 
Score: -8003155.500000 Penalty: 6435.410156
	Iteration 0F: 2 clusters Score -8003156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -7976210.000000 Penalty: 12870.820312
	Iteration 0F: 3 clusters Score -7976210 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -7984667.500000 Penalty: 12870.820312
	Iteration 1F: 3 clusters Score -7984668 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -7985657.500000 Penalty: 12870.820312
	Iteration 2F: 3 clusters Score -7985658 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -7986580.000000 Penalty: 12870.820312
	Iteration 3F: 3 clusters Score -7986580 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -7987325.500000 Penalty: 12870.820312
	Iteration 4Q: 3 clusters Score -7987326 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -7988098.500000 Penalty: 12870.820312
	Iteration 5Q: 3 clusters Score -7988098 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -7988874.000000 Penalty: 12870.820312
	Iteration 6Q: 3 clusters Score -7988874 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -7989720.500000 Penalty: 12870.820312
	Iteration 7Q: 3 clusters Score -7989720 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -7990665.000000 Penalty: 12870.820312
	Iteration 8Q: 3 clusters Score -7990665 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -7991679.000000 Penalty: 12870.820312
	Iteration 9Q: 3 clusters Score -7991679 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -7992551.500000 Penalty: 12870.820312
	Iteration 10Q: 3 clusters Score -7992552 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -7993382.000000 Penalty: 12870.820312
	Iteration 11Q: 3 clusters Score -7993382 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7993950 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -7994334.500000 Penalty: 12870.820312
	Iteration 13Q: 3 clusters Score -7994334 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -7994635.000000 Penalty: 12870.820312
	Iteration 14Q: 3 clusters Score -7994635 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -7994829.000000 Penalty: 12870.820312
	Iteration 15Q: 3 clusters Score -7994829 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -7994983.500000 Penalty: 12870.820312
	Iteration 16Q: 3 clusters Score -7994984 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7995085 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7995127 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -7995150.000000 Penalty: 12870.820312
	Iteration 19Q: 3 clusters Score -7995150 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -7995210.500000 Penalty: 12870.820312
	Iteration 20F: 3 clusters Score -7995210 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -7995223.500000 Penalty: 12870.820312
	Iteration 21Q: 3 clusters Score -7995224 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7995244 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -7995255.500000 Penalty: 12870.820312
	Iteration 23Q: 3 clusters Score -7995256 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -7995277.500000 Penalty: 12870.820312
	Iteration 24Q: 3 clusters Score -7995278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -7995284.500000 Penalty: 12870.820312
	Iteration 25Q: 3 clusters Score -7995284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7995284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -7995309.000000 Penalty: 12870.820312
	Iteration 27Q: 3 clusters Score -7995309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -7995307.500000 Penalty: 12870.820312
	Iteration 28Q: 3 clusters Score -7995308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -7995307.500000 Penalty: 12870.820312
	Iteration 29Q: 3 clusters Score -7995308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -7995298.000000 Penalty: 12870.820312
	Iteration 30Q: 3 clusters Score -7995298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -7995301.500000 Penalty: 12870.820312
	Iteration 31Q: 3 clusters Score -7995302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -7995311.500000 Penalty: 12870.820312
	Iteration 32Q: 3 clusters Score -7995312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -7995294.500000 Penalty: 12870.820312
	Iteration 33Q: 3 clusters Score -7995294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -7995306.500000 Penalty: 12870.820312
	Iteration 34Q: 3 clusters Score -7995306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -7995321.500000 Penalty: 12870.820312
	Iteration 35Q: 3 clusters Score -7995322 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -7995331.000000 Penalty: 12870.820312
	Iteration 36Q: 3 clusters Score -7995331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -7995332.500000 Penalty: 12870.820312
	Iteration 37Q: 3 clusters Score -7995332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -7995349.000000 Penalty: 12870.820312
	Iteration 38Q: 3 clusters Score -7995349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -7995347.500000 Penalty: 12870.820312
	Iteration 39Q: 3 clusters Score -7995348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -7995359.500000 Penalty: 12870.820312
	Iteration 40F: 3 clusters Score -7995360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7995350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -7995346.000000 Penalty: 12870.820312
	Iteration 42Q: 3 clusters Score -7995346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7995343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -7995339.500000 Penalty: 12870.820312
	Iteration 44Q: 3 clusters Score -7995340 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7995345 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -7995354.000000 Penalty: 12870.820312
	Iteration 46Q: 3 clusters Score -7995354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7995354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -7995355.500000 Penalty: 12870.820312
	Iteration 48Q: 3 clusters Score -7995356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -7995354.500000 Penalty: 12870.820312
	Iteration 49Q: 3 clusters Score -7995354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -7995347.500000 Penalty: 12870.820312
	Iteration 50Q: 3 clusters Score -7995348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -7995347.000000 Penalty: 12870.820312
	Iteration 51Q: 3 clusters Score -7995347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -7995347.000000 Penalty: 12870.820312
	Iteration 52Q: 3 clusters Score -7995347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -7995348.500000 Penalty: 12870.820312
	Iteration 53Q: 3 clusters Score -7995348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -7995350.500000 Penalty: 12870.820312
	Iteration 54Q: 3 clusters Score -7995350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7995346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -7995344.500000 Penalty: 12870.820312
	Iteration 56Q: 3 clusters Score -7995344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -7995351.000000 Penalty: 12870.820312
	Iteration 57Q: 3 clusters Score -7995351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -7995347.500000 Penalty: 12870.820312
	Iteration 58Q: 3 clusters Score -7995348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -7995343.000000 Penalty: 12870.820312
	Iteration 59Q: 3 clusters Score -7995343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -7995357.000000 Penalty: 12870.820312
	Iteration 60F: 3 clusters Score -7995357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -7995360.500000 Penalty: 12870.820312
	Iteration 61Q: 3 clusters Score -7995360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -7995363.500000 Penalty: 12870.820312
	Iteration 62Q: 3 clusters Score -7995364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7995360 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -7995358.000000 Penalty: 12870.820312
	Iteration 64Q: 3 clusters Score -7995358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -7995349.000000 Penalty: 12870.820312
	Iteration 65Q: 3 clusters Score -7995349 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -7995378.500000 Penalty: 12870.820312
	Iteration 66Q: 3 clusters Score -7995378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -7995395.000000 Penalty: 12870.820312
	Iteration 67Q: 3 clusters Score -7995395 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -7995396.000000 Penalty: 12870.820312
	Iteration 68Q: 3 clusters Score -7995396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -7995385.500000 Penalty: 12870.820312
	Iteration 69Q: 3 clusters Score -7995386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7995396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -7995390.500000 Penalty: 12870.820312
	Iteration 71Q: 3 clusters Score -7995390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -7995383.500000 Penalty: 12870.820312
	Iteration 72Q: 3 clusters Score -7995384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -7995378.500000 Penalty: 12870.820312
	Iteration 73Q: 3 clusters Score -7995378 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -7995382.500000 Penalty: 12870.820312
	Iteration 74Q: 3 clusters Score -7995382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -7995395.500000 Penalty: 12870.820312
	Iteration 75Q: 3 clusters Score -7995396 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -7995404.000000 Penalty: 12870.820312
	Iteration 76Q: 3 clusters Score -7995404 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7995410 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -7995391.500000 Penalty: 12870.820312
	Iteration 78Q: 3 clusters Score -7995392 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -7995397.000000 Penalty: 12870.820312
	Iteration 79Q: 3 clusters Score -7995397 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17765 members 
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Entering Unmasked Estep 
Score: -7995407.500000 Penalty: 12870.820312
	Iteration 80F: 3 clusters Score -7995408 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -7995417.500000 Penalty: 12870.820312
	Iteration 81Q: 3 clusters Score -7995418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -7995411.000000 Penalty: 12870.820312
	Iteration 82Q: 3 clusters Score -7995411 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -7995415.500000 Penalty: 12870.820312
	Iteration 83Q: 3 clusters Score -7995416 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -7995412.000000 Penalty: 12870.820312
	Iteration 84Q: 3 clusters Score -7995412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7995418 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17787 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7995412 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17794 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7995416 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7995422.000000 Penalty: 12870.820312
	Iteration 88Q: 3 clusters Score -7995422 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7995417 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7995408 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17800 members 
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Entering Unmasked Estep 
Score: -7995409.500000 Penalty: 12870.820312
	Iteration 91Q: 3 clusters Score -7995410 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17794 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7995417 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17790 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7995412 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7995405 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7995414.500000 Penalty: 12870.820312
	Iteration 95Q: 3 clusters Score -7995414 nChanged 20
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7995410 nChanged 17
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7995418 nChanged 12
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	Iteration 98Q: 3 clusters Score -7995429 nChanged 14
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7995420 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7995434 nChanged 14
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7995431 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7995426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -7995433.000000 Penalty: 12870.820312
	Iteration 103Q: 3 clusters Score -7995433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -7995431.000000 Penalty: 12870.820312
	Iteration 104Q: 3 clusters Score -7995431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -7995429.000000 Penalty: 12870.820312
	Iteration 105Q: 3 clusters Score -7995429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -7995439.000000 Penalty: 12870.820312
	Iteration 106Q: 3 clusters Score -7995439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -7995442.500000 Penalty: 12870.820312
	Iteration 107Q: 3 clusters Score -7995442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -7995449.000000 Penalty: 12870.820312
	Iteration 108Q: 3 clusters Score -7995449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -7995460.000000 Penalty: 12870.820312
	Iteration 109Q: 3 clusters Score -7995460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -7995458.500000 Penalty: 12870.820312
	Iteration 110Q: 3 clusters Score -7995458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -7995462.000000 Penalty: 12870.820312
	Iteration 111Q: 3 clusters Score -7995462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -7995477.500000 Penalty: 12870.820312
	Iteration 112Q: 3 clusters Score -7995478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -7995461.500000 Penalty: 12870.820312
	Iteration 113Q: 3 clusters Score -7995462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -7995459.500000 Penalty: 12870.820312
	Iteration 114Q: 3 clusters Score -7995460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -7995477.500000 Penalty: 12870.820312
	Iteration 115Q: 3 clusters Score -7995478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -7995458.000000 Penalty: 12870.820312
	Iteration 116Q: 3 clusters Score -7995458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -7995458.500000 Penalty: 12870.820312
	Iteration 117Q: 3 clusters Score -7995458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -7995449.000000 Penalty: 12870.820312
	Iteration 118Q: 3 clusters Score -7995449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -7995446.000000 Penalty: 12870.820312
	Iteration 119Q: 3 clusters Score -7995446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -7995460.000000 Penalty: 12870.820312
	Iteration 120F: 3 clusters Score -7995460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -7995459.500000 Penalty: 12870.820312
	Iteration 121Q: 3 clusters Score -7995460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -7995468.500000 Penalty: 12870.820312
	Iteration 122Q: 3 clusters Score -7995468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -7995473.500000 Penalty: 12870.820312
	Iteration 123Q: 3 clusters Score -7995474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -7995476.500000 Penalty: 12870.820312
	Iteration 124Q: 3 clusters Score -7995476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -7995461.500000 Penalty: 12870.820312
	Iteration 125Q: 3 clusters Score -7995462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -7995466.000000 Penalty: 12870.820312
	Iteration 126Q: 3 clusters Score -7995466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -7995484.000000 Penalty: 12870.820312
	Iteration 127Q: 3 clusters Score -7995484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -7995477.000000 Penalty: 12870.820312
	Iteration 128Q: 3 clusters Score -7995477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -7995479.500000 Penalty: 12870.820312
	Iteration 129Q: 3 clusters Score -7995480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -7995481.500000 Penalty: 12870.820312
	Iteration 130Q: 3 clusters Score -7995482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -7995477.000000 Penalty: 12870.820312
	Iteration 131Q: 3 clusters Score -7995477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -7995474.500000 Penalty: 12870.820312
	Iteration 132Q: 3 clusters Score -7995474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -7995485.000000 Penalty: 12870.820312
	Iteration 133Q: 3 clusters Score -7995485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -7995493.500000 Penalty: 12870.820312
	Iteration 134Q: 3 clusters Score -7995494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -7995490.000000 Penalty: 12870.820312
	Iteration 135Q: 3 clusters Score -7995490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -7995491.500000 Penalty: 12870.820312
	Iteration 136Q: 3 clusters Score -7995492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -7995497.000000 Penalty: 12870.820312
	Iteration 137Q: 3 clusters Score -7995497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -7995493.500000 Penalty: 12870.820312
	Iteration 138Q: 3 clusters Score -7995494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -7995494.000000 Penalty: 12870.820312
	Iteration 139Q: 3 clusters Score -7995494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -7995487.500000 Penalty: 12870.820312
	Iteration 140F: 3 clusters Score -7995488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -7995488.000000 Penalty: 12870.820312
	Iteration 141Q: 3 clusters Score -7995488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -7995485.500000 Penalty: 12870.820312
	Iteration 142Q: 3 clusters Score -7995486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -7995492.500000 Penalty: 12870.820312
	Iteration 143Q: 3 clusters Score -7995492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -7995492.500000 Penalty: 12870.820312
	Iteration 144F: 3 clusters Score -7995492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 22707 members 
Mstep: Class 3 contains 74571 members 
Mstep: Class 4 contains 121848 members 
Mstep: Class 5 contains 14403 members 
Mstep: Class 6 contains 15601 members 
Mstep: Class 7 contains 39327 members 
Mstep: Class 8 contains 9199 members 
Mstep: Class 9 contains 7807 members 
Mstep: Class 10 contains 62701 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91345 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26271 members 
Mstep: Class 15 contains 110625 members 
Mstep: Class 16 contains 32359 members 
Mstep: Class 17 contains 145876 members 
Mstep: Class 18 contains 51534 members 
Mstep: Class 19 contains 36175 members 
Mstep: Class 20 contains 17052 members 
Mstep: Class 21 contains 98235 members 
Mstep: Class 22 contains 128940 members 
Mstep: Class 23 contains 18232 members 
Mstep: Class 24 contains 907 members 
Mstep: Class 25 contains 19606 members 
Mstep: Class 26 contains 36563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421088.000000 Penalty: 223145.312500
Iteration 79Q: 27 clusters Score -2.724211e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 22736 members 
Mstep: Class 3 contains 74534 members 
Mstep: Class 4 contains 121832 members 
Mstep: Class 5 contains 14411 members 
Mstep: Class 6 contains 15595 members 
Mstep: Class 7 contains 39343 members 
Mstep: Class 8 contains 9205 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 62729 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91379 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26211 members 
Mstep: Class 15 contains 110686 members 
Mstep: Class 16 contains 32350 members 
Mstep: Class 17 contains 145874 members 
Mstep: Class 18 contains 51539 members 
Mstep: Class 19 contains 36163 members 
Mstep: Class 20 contains 17051 members 
Mstep: Class 21 contains 98215 members 
Mstep: Class 22 contains 128899 members 
Mstep: Class 23 contains 18233 members 
Mstep: Class 24 contains 907 members 
Mstep: Class 25 contains 19609 members 
Mstep: Class 26 contains 36574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420896.000000 Penalty: 223145.312500
Iteration 80F: 27 clusters Score -2.724209e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 22763 members 
Mstep: Class 3 contains 74507 members 
Mstep: Class 4 contains 121819 members 
Mstep: Class 5 contains 14428 members 
Mstep: Class 6 contains 15588 members 
Mstep: Class 7 contains 39358 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 62749 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91398 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26165 members 
Mstep: Class 15 contains 110728 members 
Mstep: Class 16 contains 32345 members 
Mstep: Class 17 contains 145867 members 
Mstep: Class 18 contains 51541 members 
Mstep: Class 19 contains 36154 members 
Mstep: Class 20 contains 17052 members 
Mstep: Class 21 contains 98202 members 
Mstep: Class 22 contains 128850 members 
Mstep: Class 23 contains 18234 members 
Mstep: Class 24 contains 907 members 
Mstep: Class 25 contains 19613 members 
Mstep: Class 26 contains 36578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421024.000000 Penalty: 223145.312500
Iteration 81Q: 27 clusters Score -2.72421e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 22797 members 
Mstep: Class 3 contains 74473 members 
Mstep: Class 4 contains 121805 members 
Mstep: Class 5 contains 14438 members 
Mstep: Class 6 contains 15583 members 
Mstep: Class 7 contains 39373 members 
Mstep: Class 8 contains 9230 members 
Mstep: Class 9 contains 7811 members 
Mstep: Class 10 contains 62756 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91423 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26138 members 
Mstep: Class 15 contains 110767 members 
Mstep: Class 16 contains 32337 members 
Mstep: Class 17 contains 145860 members 
Mstep: Class 18 contains 51540 members 
Mstep: Class 19 contains 36139 members 
Mstep: Class 20 contains 17051 members 
Mstep: Class 21 contains 98170 members 
Mstep: Class 22 contains 128815 members 
Mstep: Class 23 contains 18235 members 
Mstep: Class 24 contains 907 members 
Mstep: Class 25 contains 19624 members 
Mstep: Class 26 contains 36592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421344.000000 Penalty: 223145.312500
Iteration 82Q: 27 clusters Score -2.724213e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 22826 members 
Mstep: Class 3 contains 74450 members 
Mstep: Class 4 contains 121774 members 
Mstep: Class 5 contains 14449 members 
Mstep: Class 6 contains 15581 members 
Mstep: Class 7 contains 39386 members 
Mstep: Class 8 contains 9237 members 
Mstep: Class 9 contains 7811 members 
Mstep: Class 10 contains 62764 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91439 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26099 members 
Mstep: Class 15 contains 110810 members 
Mstep: Class 16 contains 32322 members 
Mstep: Class 17 contains 145854 members 
Mstep: Class 18 contains 51559 members 
Mstep: Class 19 contains 36111 members 
Mstep: Class 20 contains 17049 members 
Mstep: Class 21 contains 98157 members 
Mstep: Class 22 contains 128795 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 907 members 
Mstep: Class 25 contains 19632 members 
Mstep: Class 26 contains 36606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421088.000000 Penalty: 223145.312500
Iteration 83Q: 27 clusters Score -2.724211e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 22855 members 
Mstep: Class 3 contains 74431 members 
Mstep: Class 4 contains 121760 members 
Mstep: Class 5 contains 14463 members 
Mstep: Class 6 contains 15574 members 
Mstep: Class 7 contains 39398 members 
Mstep: Class 8 contains 9252 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 62765 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91456 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26067 members 
Mstep: Class 15 contains 110850 members 
Mstep: Class 16 contains 32308 members 
Mstep: Class 17 contains 145856 members 
Mstep: Class 18 contains 51542 members 
Mstep: Class 19 contains 36095 members 
Mstep: Class 20 contains 17050 members 
Mstep: Class 21 contains 98152 members 
Mstep: Class 22 contains 128758 members 
Mstep: Class 23 contains 18245 members 
Mstep: Class 24 contains 907 members 
Mstep: Class 25 contains 19634 members 
Mstep: Class 26 contains 36617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421248.000000 Penalty: 223145.312500
Iteration 84Q: 27 clusters Score -2.724212e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 22879 members 
Mstep: Class 3 contains 74419 members 
Mstep: Class 4 contains 121744 members 
Mstep: Class 5 contains 14472 members 
Mstep: Class 6 contains 15568 members 
Mstep: Class 7 contains 39401 members 
Mstep: Class 8 contains 9273 members 
Mstep: Class 9 contains 7815 members 
Mstep: Class 10 contains 62768 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91472 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26044 members 
Mstep: Class 15 contains 110915 members 
Mstep: Class 16 contains 32289 members 
Mstep: Class 17 contains 145864 members 
Mstep: Class 18 contains 51516 members 
Mstep: Class 19 contains 36068 members 
Mstep: Class 20 contains 17051 members 
Mstep: Class 21 contains 98146 members 
Mstep: Class 22 contains 128722 members 
Mstep: Class 23 contains 18246 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 19643 members 
Mstep: Class 26 contains 36625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421152.000000 Penalty: 223145.312500
Iteration 85Q: 27 clusters Score -2.724212e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 22911 members 
Mstep: Class 3 contains 74395 members 
Mstep: Class 4 contains 121732 members 
Mstep: Class 5 contains 14477 members 
Mstep: Class 6 contains 15560 members 
Mstep: Class 7 contains 39405 members 
Mstep: Class 8 contains 9293 members 
Mstep: Class 9 contains 7816 members 
Mstep: Class 10 contains 62781 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91487 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 26000 members 
Mstep: Class 15 contains 110967 members 
Mstep: Class 16 contains 32287 members 
Mstep: Class 17 contains 145875 members 
Mstep: Class 18 contains 51511 members 
Mstep: Class 19 contains 36058 members 
Mstep: Class 20 contains 17052 members 
Mstep: Class 21 contains 98138 members 
Mstep: Class 22 contains 128683 members 
Mstep: Class 23 contains 18247 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 19648 members 
Mstep: Class 26 contains 36617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421152.000000 Penalty: 223145.312500
Iteration 86Q: 27 clusters Score -2.724212e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 22960 members 
Mstep: Class 3 contains 74370 members 
Mstep: Class 4 contains 121711 members 
Mstep: Class 5 contains 14482 members 
Mstep: Class 6 contains 15552 members 
Mstep: Class 7 contains 39409 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 7817 members 
Mstep: Class 10 contains 62788 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91507 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25957 members 
Mstep: Class 15 contains 110999 members 
Mstep: Class 16 contains 32291 members 
Mstep: Class 17 contains 145874 members 
Mstep: Class 18 contains 51504 members 
Mstep: Class 19 contains 36045 members 
Mstep: Class 20 contains 17051 members 
Mstep: Class 21 contains 98128 members 
Mstep: Class 22 contains 128649 members 
Mstep: Class 23 contains 18246 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 19652 members 
Mstep: Class 26 contains 36625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421248.000000 Penalty: 223145.312500
Iteration 87Q: 27 clusters Score -2.724212e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 22994 members 
Mstep: Class 3 contains 74349 members 
Mstep: Class 4 contains 121706 members 
Mstep: Class 5 contains 14487 members 
Mstep: Class 6 contains 15546 members 
Mstep: Class 7 contains 39412 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 7819 members 
Mstep: Class 10 contains 62801 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91520 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25912 members 
Mstep: Class 15 contains 111042 members 
Mstep: Class 16 contains 32288 members 
Mstep: Class 17 contains 145878 members 
Mstep: Class 18 contains 51508 members 
Mstep: Class 19 contains 35996 members 
Mstep: Class 20 contains 17053 members 
Mstep: Class 21 contains 98124 members 
Mstep: Class 22 contains 128618 members 
Mstep: Class 23 contains 18244 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 19656 members 
Mstep: Class 26 contains 36626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421056.000000 Penalty: 223145.312500
Iteration 88Q: 27 clusters Score -2.724211e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 23036 members 
Mstep: Class 3 contains 74322 members 
Mstep: Class 4 contains 121686 members 
Mstep: Class 5 contains 14491 members 
Mstep: Class 6 contains 15541 members 
Mstep: Class 7 contains 39418 members 
Mstep: Class 8 contains 9395 members 
Mstep: Class 9 contains 7821 members 
Mstep: Class 10 contains 62809 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91551 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 25860 members 
Mstep: Class 15 contains 111097 members 
Mstep: Class 16 contains 32280 members 
Mstep: Class 17 contains 145866 members 
Mstep: Class 18 contains 51509 members 
Mstep: Class 19 contains 35972 members 
Mstep: Class 20 contains 17053 members 
Mstep: Class 21 contains 98116 members 
Mstep: Class 22 contains 128584 members 
Mstep: Class 23 contains 18243 members 
Mstep: Class 24 contains 907 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 36630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420896.000000 Penalty: 223145.312500
Iteration 89Q: 27 clusters Score -2.724209e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 23068 members 
Mstep: Class 3 contains 74294 members 
Mstep: Class 4 contains 121665 members 
Mstep: Class 5 contains 14494 members 
Mstep: Class 6 contains 15529 members 
Mstep: Class 7 contains 39427 members 
Mstep: Class 8 contains 9437 members 
Mstep: Class 9 contains 7823 members 
Mstep: Class 10 contains 62811 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 25810 members 
Mstep: Class 15 contains 111130 members 
Mstep: Class 16 contains 32280 members 
Mstep: Class 17 contains 145869 members 
Mstep: Class 18 contains 51503 members 
Mstep: Class 19 contains 35945 members 
Mstep: Class 20 contains 17053 members 
Mstep: Class 21 contains 98105 members 
Mstep: Class 22 contains 128559 members 
Mstep: Class 23 contains 18246 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 19657 members 
Mstep: Class 26 contains 36635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421088.000000 Penalty: 223145.312500
Iteration 90Q: 27 clusters Score -2.724211e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 23094 members 
Mstep: Class 3 contains 74273 members 
Mstep: Class 4 contains 121657 members 
Mstep: Class 5 contains 14503 members 
Mstep: Class 6 contains 15523 members 
Mstep: Class 7 contains 39429 members 
Mstep: Class 8 contains 9487 members 
Mstep: Class 9 contains 7826 members 
Mstep: Class 10 contains 62808 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91610 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 25773 members 
Mstep: Class 15 contains 111163 members 
Mstep: Class 16 contains 32273 members 
Mstep: Class 17 contains 145872 members 
Mstep: Class 18 contains 51493 members 
Mstep: Class 19 contains 35909 members 
Mstep: Class 20 contains 17053 members 
Mstep: Class 21 contains 98101 members 
Mstep: Class 22 contains 128532 members 
Mstep: Class 23 contains 18244 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 36639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420960.000000 Penalty: 223145.312500
Iteration 91Q: 27 clusters Score -2.72421e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 23127 members 
Mstep: Class 3 contains 74243 members 
Mstep: Class 4 contains 121645 members 
Mstep: Class 5 contains 14509 members 
Mstep: Class 6 contains 15518 members 
Mstep: Class 7 contains 39431 members 
Mstep: Class 8 contains 9541 members 
Mstep: Class 9 contains 7826 members 
Mstep: Class 10 contains 62794 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91633 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 25745 members 
Mstep: Class 15 contains 111197 members 
Mstep: Class 16 contains 32265 members 
Mstep: Class 17 contains 145874 members 
Mstep: Class 18 contains 51478 members 
Mstep: Class 19 contains 35873 members 
Mstep: Class 20 contains 17056 members 
Mstep: Class 21 contains 98086 members 
Mstep: Class 22 contains 128518 members 
Mstep: Class 23 contains 18248 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 36649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420768.000000 Penalty: 223145.312500
Iteration 92Q: 27 clusters Score -2.724208e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 23152 members 
Mstep: Class 3 contains 74217 members 
Mstep: Class 4 contains 121622 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 15508 members 
Mstep: Class 7 contains 39432 members 
Mstep: Class 8 contains 9617 members 
Mstep: Class 9 contains 7830 members 
Mstep: Class 10 contains 62783 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91648 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25717 members 
Mstep: Class 15 contains 111231 members 
Mstep: Class 16 contains 32258 members 
Mstep: Class 17 contains 145881 members 
Mstep: Class 18 contains 51443 members 
Mstep: Class 19 contains 35852 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 98076 members 
Mstep: Class 22 contains 128488 members 
Mstep: Class 23 contains 18252 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 19663 members 
Mstep: Class 26 contains 36657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420928.000000 Penalty: 223145.312500
Iteration 93Q: 27 clusters Score -2.724209e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 23175 members 
Mstep: Class 3 contains 74192 members 
Mstep: Class 4 contains 121607 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 15499 members 
Mstep: Class 7 contains 39438 members 
Mstep: Class 8 contains 9685 members 
Mstep: Class 9 contains 7831 members 
Mstep: Class 10 contains 62761 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91666 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25695 members 
Mstep: Class 15 contains 111268 members 
Mstep: Class 16 contains 32253 members 
Mstep: Class 17 contains 145880 members 
Mstep: Class 18 contains 51416 members 
Mstep: Class 19 contains 35831 members 
Mstep: Class 20 contains 17056 members 
Mstep: Class 21 contains 98071 members 
Mstep: Class 22 contains 128470 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 19667 members 
Mstep: Class 26 contains 36665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421632.000000 Penalty: 223145.312500
Iteration 94Q: 27 clusters Score -2.724216e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 23197 members 
Mstep: Class 3 contains 74163 members 
Mstep: Class 4 contains 121591 members 
Mstep: Class 5 contains 14526 members 
Mstep: Class 6 contains 15485 members 
Mstep: Class 7 contains 39445 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 7829 members 
Mstep: Class 10 contains 62760 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91688 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25674 members 
Mstep: Class 15 contains 111293 members 
Mstep: Class 16 contains 32242 members 
Mstep: Class 17 contains 145886 members 
Mstep: Class 18 contains 51408 members 
Mstep: Class 19 contains 35808 members 
Mstep: Class 20 contains 17056 members 
Mstep: Class 21 contains 98067 members 
Mstep: Class 22 contains 128460 members 
Mstep: Class 23 contains 18252 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19672 members 
Mstep: Class 26 contains 36672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421920.000000 Penalty: 223145.312500
Iteration 95Q: 27 clusters Score -2.724219e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 23210 members 
Mstep: Class 3 contains 74129 members 
Mstep: Class 4 contains 121583 members 
Mstep: Class 5 contains 14533 members 
Mstep: Class 6 contains 15475 members 
Mstep: Class 7 contains 39454 members 
Mstep: Class 8 contains 9744 members 
Mstep: Class 9 contains 7834 members 
Mstep: Class 10 contains 62752 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91713 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25652 members 
Mstep: Class 15 contains 111322 members 
Mstep: Class 16 contains 32247 members 
Mstep: Class 17 contains 145881 members 
Mstep: Class 18 contains 51392 members 
Mstep: Class 19 contains 35802 members 
Mstep: Class 20 contains 17052 members 
Mstep: Class 21 contains 98067 members 
Mstep: Class 22 contains 128436 members 
Mstep: Class 23 contains 18252 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19675 members 
Mstep: Class 26 contains 36685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422080.000000 Penalty: 223145.312500
Iteration 96Q: 27 clusters Score -2.724221e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 23230 members 
Mstep: Class 3 contains 74106 members 
Mstep: Class 4 contains 121575 members 
Mstep: Class 5 contains 14537 members 
Mstep: Class 6 contains 15460 members 
Mstep: Class 7 contains 39463 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 7834 members 
Mstep: Class 10 contains 62747 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91742 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25623 members 
Mstep: Class 15 contains 111347 members 
Mstep: Class 16 contains 32241 members 
Mstep: Class 17 contains 145883 members 
Mstep: Class 18 contains 51392 members 
Mstep: Class 19 contains 35806 members 
Mstep: Class 20 contains 17053 members 
Mstep: Class 21 contains 98051 members 
Mstep: Class 22 contains 128413 members 
Mstep: Class 23 contains 18253 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19685 members 
Mstep: Class 26 contains 36704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422112.000000 Penalty: 223145.312500
Iteration 97Q: 27 clusters Score -2.724221e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 23246 members 
Mstep: Class 3 contains 74080 members 
Mstep: Class 4 contains 121564 members 
Mstep: Class 5 contains 14544 members 
Mstep: Class 6 contains 15457 members 
Mstep: Class 7 contains 39469 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 62735 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91762 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25598 members 
Mstep: Class 15 contains 111385 members 
Mstep: Class 16 contains 32231 members 
Mstep: Class 17 contains 145894 members 
Mstep: Class 18 contains 51396 members 
Mstep: Class 19 contains 35799 members 
Mstep: Class 20 contains 17051 members 
Mstep: Class 21 contains 98053 members 
Mstep: Class 22 contains 128370 members 
Mstep: Class 23 contains 18253 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19690 members 
Mstep: Class 26 contains 36715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422336.000000 Penalty: 223145.312500
Iteration 98Q: 27 clusters Score -2.724223e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 23266 members 
Mstep: Class 3 contains 74064 members 
Mstep: Class 4 contains 121561 members 
Mstep: Class 5 contains 14550 members 
Mstep: Class 6 contains 15458 members 
Mstep: Class 7 contains 39473 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 7842 members 
Mstep: Class 10 contains 62721 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91777 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25583 members 
Mstep: Class 15 contains 111411 members 
Mstep: Class 16 contains 32222 members 
Mstep: Class 17 contains 145894 members 
Mstep: Class 18 contains 51396 members 
Mstep: Class 19 contains 35807 members 
Mstep: Class 20 contains 17052 members 
Mstep: Class 21 contains 98043 members 
Mstep: Class 22 contains 128338 members 
Mstep: Class 23 contains 18252 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19690 members 
Mstep: Class 26 contains 36730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422176.000000 Penalty: 223145.312500
Iteration 99Q: 27 clusters Score -2.724222e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 23278 members 
Mstep: Class 3 contains 74045 members 
Mstep: Class 4 contains 121556 members 
Mstep: Class 5 contains 14555 members 
Mstep: Class 6 contains 15453 members 
Mstep: Class 7 contains 39482 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 7844 members 
Mstep: Class 10 contains 62715 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91786 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25573 members 
Mstep: Class 15 contains 111440 members 
Mstep: Class 16 contains 32226 members 
Mstep: Class 17 contains 145886 members 
Mstep: Class 18 contains 51399 members 
Mstep: Class 19 contains 35818 members 
Mstep: Class 20 contains 17053 members 
Mstep: Class 21 contains 98036 members 
Mstep: Class 22 contains 128300 members 
Mstep: Class 23 contains 18252 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19688 members 
Mstep: Class 26 contains 36741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422016.000000 Penalty: 223145.312500
Iteration 100F: 27 clusters Score -2.72422e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 23292 members 
Mstep: Class 3 contains 74025 members 
Mstep: Class 4 contains 121566 members 
Mstep: Class 5 contains 14559 members 
Mstep: Class 6 contains 15449 members 
Mstep: Class 7 contains 39489 members 
Mstep: Class 8 contains 9756 members 
Mstep: Class 9 contains 7845 members 
Mstep: Class 10 contains 62716 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91797 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25570 members 
Mstep: Class 15 contains 111457 members 
Mstep: Class 16 contains 32226 members 
Mstep: Class 17 contains 145879 members 
Mstep: Class 18 contains 51368 members 
Mstep: Class 19 contains 35823 members 
Mstep: Class 20 contains 17054 members 
Mstep: Class 21 contains 98027 members 
Mstep: Class 22 contains 128273 members 
Mstep: Class 23 contains 18253 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19686 members 
Mstep: Class 26 contains 36751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422048.000000 Penalty: 223145.312500
Iteration 101Q: 27 clusters Score -2.72422e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 23297 members 
Mstep: Class 3 contains 74007 members 
Mstep: Class 4 contains 121572 members 
Mstep: Class 5 contains 14560 members 
Mstep: Class 6 contains 15448 members 
Mstep: Class 7 contains 39496 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 7845 members 
Mstep: Class 10 contains 62710 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91806 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25562 members 
Mstep: Class 15 contains 111479 members 
Mstep: Class 16 contains 32226 members 
Mstep: Class 17 contains 145869 members 
Mstep: Class 18 contains 51338 members 
Mstep: Class 19 contains 35838 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 98019 members 
Mstep: Class 22 contains 128252 members 
Mstep: Class 23 contains 18252 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19689 members 
Mstep: Class 26 contains 36759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421984.000000 Penalty: 223145.312500
Iteration 102Q: 27 clusters Score -2.72422e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 23312 members 
Mstep: Class 3 contains 73985 members 
Mstep: Class 4 contains 121566 members 
Mstep: Class 5 contains 14567 members 
Mstep: Class 6 contains 15448 members 
Mstep: Class 7 contains 39504 members 
Mstep: Class 8 contains 9806 members 
Mstep: Class 9 contains 7845 members 
Mstep: Class 10 contains 62708 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91821 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 111488 members 
Mstep: Class 16 contains 32222 members 
Mstep: Class 17 contains 145859 members 
Mstep: Class 18 contains 51323 members 
Mstep: Class 19 contains 35850 members 
Mstep: Class 20 contains 17054 members 
Mstep: Class 21 contains 98007 members 
Mstep: Class 22 contains 128229 members 
Mstep: Class 23 contains 18255 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19689 members 
Mstep: Class 26 contains 36769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422208.000000 Penalty: 223145.312500
Iteration 103Q: 27 clusters Score -2.724222e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 23326 members 
Mstep: Class 3 contains 73963 members 
Mstep: Class 4 contains 121563 members 
Mstep: Class 5 contains 14572 members 
Mstep: Class 6 contains 15452 members 
Mstep: Class 7 contains 39508 members 
Mstep: Class 8 contains 9823 members 
Mstep: Class 9 contains 7847 members 
Mstep: Class 10 contains 62707 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91837 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25535 members 
Mstep: Class 15 contains 111501 members 
Mstep: Class 16 contains 32225 members 
Mstep: Class 17 contains 145848 members 
Mstep: Class 18 contains 51317 members 
Mstep: Class 19 contains 35832 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 98002 members 
Mstep: Class 22 contains 128218 members 
Mstep: Class 23 contains 18253 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19691 members 
Mstep: Class 26 contains 36782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421984.000000 Penalty: 223145.312500
Iteration 104Q: 27 clusters Score -2.72422e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 23337 members 
Mstep: Class 3 contains 73950 members 
Mstep: Class 4 contains 121552 members 
Mstep: Class 5 contains 14581 members 
Mstep: Class 6 contains 15453 members 
Mstep: Class 7 contains 39510 members 
Mstep: Class 8 contains 9841 members 
Mstep: Class 9 contains 7849 members 
Mstep: Class 10 contains 62702 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91844 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25526 members 
Mstep: Class 15 contains 111503 members 
Mstep: Class 16 contains 32230 members 
Mstep: Class 17 contains 145849 members 
Mstep: Class 18 contains 51304 members 
Mstep: Class 19 contains 35830 members 
Mstep: Class 20 contains 17052 members 
Mstep: Class 21 contains 97998 members 
Mstep: Class 22 contains 128207 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19690 members 
Mstep: Class 26 contains 36794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421952.000000 Penalty: 223145.312500
Iteration 105Q: 27 clusters Score -2.72422e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 23341 members 
Mstep: Class 3 contains 73936 members 
Mstep: Class 4 contains 121549 members 
Mstep: Class 5 contains 14587 members 
Mstep: Class 6 contains 15446 members 
Mstep: Class 7 contains 39516 members 
Mstep: Class 8 contains 9847 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 62702 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91851 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 111514 members 
Mstep: Class 16 contains 32226 members 
Mstep: Class 17 contains 145854 members 
Mstep: Class 18 contains 51294 members 
Mstep: Class 19 contains 35831 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 97992 members 
Mstep: Class 22 contains 128188 members 
Mstep: Class 23 contains 18255 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19690 members 
Mstep: Class 26 contains 36808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421888.000000 Penalty: 223145.312500
Iteration 106Q: 27 clusters Score -2.724219e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 23340 members 
Mstep: Class 3 contains 73924 members 
Mstep: Class 4 contains 121548 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 15442 members 
Mstep: Class 7 contains 39518 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 62696 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91857 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 111528 members 
Mstep: Class 16 contains 32231 members 
Mstep: Class 17 contains 145859 members 
Mstep: Class 18 contains 51280 members 
Mstep: Class 19 contains 35826 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 97996 members 
Mstep: Class 22 contains 128175 members 
Mstep: Class 23 contains 18255 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19692 members 
Mstep: Class 26 contains 36821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422112.000000 Penalty: 223145.312500
Iteration 107Q: 27 clusters Score -2.724221e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 23349 members 
Mstep: Class 3 contains 73913 members 
Mstep: Class 4 contains 121541 members 
Mstep: Class 5 contains 14595 members 
Mstep: Class 6 contains 15442 members 
Mstep: Class 7 contains 39520 members 
Mstep: Class 8 contains 9854 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 62700 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91862 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25511 members 
Mstep: Class 15 contains 111539 members 
Mstep: Class 16 contains 32229 members 
Mstep: Class 17 contains 145858 members 
Mstep: Class 18 contains 51275 members 
Mstep: Class 19 contains 35822 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 97993 members 
Mstep: Class 22 contains 128161 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19694 members 
Mstep: Class 26 contains 36833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422304.000000 Penalty: 223145.312500
Iteration 108Q: 27 clusters Score -2.724223e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 23357 members 
Mstep: Class 3 contains 73906 members 
Mstep: Class 4 contains 121539 members 
Mstep: Class 5 contains 14597 members 
Mstep: Class 6 contains 15442 members 
Mstep: Class 7 contains 39525 members 
Mstep: Class 8 contains 9860 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 62702 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91863 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25506 members 
Mstep: Class 15 contains 111553 members 
Mstep: Class 16 contains 32232 members 
Mstep: Class 17 contains 145855 members 
Mstep: Class 18 contains 51260 members 
Mstep: Class 19 contains 35820 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 97985 members 
Mstep: Class 22 contains 128149 members 
Mstep: Class 23 contains 18253 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19694 members 
Mstep: Class 26 contains 36841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422336.000000 Penalty: 223145.312500
Iteration 109Q: 27 clusters Score -2.724223e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 23366 members 
Mstep: Class 3 contains 73904 members 
Mstep: Class 4 contains 121543 members 
Mstep: Class 5 contains 14598 members 
Mstep: Class 6 contains 15441 members 
Mstep: Class 7 contains 39530 members 
Mstep: Class 8 contains 9855 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 62706 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91865 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25503 members 
Mstep: Class 15 contains 111561 members 
Mstep: Class 16 contains 32239 members 
Mstep: Class 17 contains 145854 members 
Mstep: Class 18 contains 51249 members 
Mstep: Class 19 contains 35813 members 
Mstep: Class 20 contains 17054 members 
Mstep: Class 21 contains 97982 members 
Mstep: Class 22 contains 128138 members 
Mstep: Class 23 contains 18252 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19693 members 
Mstep: Class 26 contains 36849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422208.000000 Penalty: 223145.312500
Iteration 110Q: 27 clusters Score -2.724222e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 23374 members 
Mstep: Class 3 contains 73903 members 
Mstep: Class 4 contains 121536 members 
Mstep: Class 5 contains 14601 members 
Mstep: Class 6 contains 15441 members 
Mstep: Class 7 contains 39534 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 62703 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91866 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25496 members 
Mstep: Class 15 contains 111569 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 17 contains 145847 members 
Mstep: Class 18 contains 51245 members 
Mstep: Class 19 contains 35811 members 
Mstep: Class 20 contains 17054 members 
Mstep: Class 21 contains 97983 members 
Mstep: Class 22 contains 128129 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19693 members 
Mstep: Class 26 contains 36863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422176.000000 Penalty: 223145.312500
Iteration 111Q: 27 clusters Score -2.724222e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 23377 members 
Mstep: Class 3 contains 73905 members 
Mstep: Class 4 contains 121532 members 
Mstep: Class 5 contains 14603 members 
Mstep: Class 6 contains 15440 members 
Mstep: Class 7 contains 39540 members 
Mstep: Class 8 contains 9854 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 62695 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91865 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25492 members 
Mstep: Class 15 contains 111578 members 
Mstep: Class 16 contains 32237 members 
Mstep: Class 17 contains 145844 members 
Mstep: Class 18 contains 51237 members 
Mstep: Class 19 contains 35803 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 97986 members 
Mstep: Class 22 contains 128123 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19694 members 
Mstep: Class 26 contains 36876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422240.000000 Penalty: 223145.312500
Iteration 112Q: 27 clusters Score -2.724222e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 23380 members 
Mstep: Class 3 contains 73898 members 
Mstep: Class 4 contains 121524 members 
Mstep: Class 5 contains 14604 members 
Mstep: Class 6 contains 15439 members 
Mstep: Class 7 contains 39545 members 
Mstep: Class 8 contains 9865 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 62693 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91867 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25488 members 
Mstep: Class 15 contains 111597 members 
Mstep: Class 16 contains 32237 members 
Mstep: Class 17 contains 145840 members 
Mstep: Class 18 contains 51232 members 
Mstep: Class 19 contains 35804 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 97985 members 
Mstep: Class 22 contains 128108 members 
Mstep: Class 23 contains 18253 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19693 members 
Mstep: Class 26 contains 36878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422080.000000 Penalty: 223145.312500
Iteration 113Q: 27 clusters Score -2.724221e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 23384 members 
Mstep: Class 3 contains 73891 members 
Mstep: Class 4 contains 121515 members 
Mstep: Class 5 contains 14603 members 
Mstep: Class 6 contains 15433 members 
Mstep: Class 7 contains 39549 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 62692 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91874 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25485 members 
Mstep: Class 15 contains 111611 members 
Mstep: Class 16 contains 32231 members 
Mstep: Class 17 contains 145847 members 
Mstep: Class 18 contains 51225 members 
Mstep: Class 19 contains 35808 members 
Mstep: Class 20 contains 17056 members 
Mstep: Class 21 contains 97985 members 
Mstep: Class 22 contains 128098 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19693 members 
Mstep: Class 26 contains 36879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422112.000000 Penalty: 223145.312500
Iteration 114Q: 27 clusters Score -2.724221e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 23385 members 
Mstep: Class 3 contains 73888 members 
Mstep: Class 4 contains 121509 members 
Mstep: Class 5 contains 14605 members 
Mstep: Class 6 contains 15429 members 
Mstep: Class 7 contains 39555 members 
Mstep: Class 8 contains 9881 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 62690 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91878 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25481 members 
Mstep: Class 15 contains 111621 members 
Mstep: Class 16 contains 32229 members 
Mstep: Class 17 contains 145845 members 
Mstep: Class 18 contains 51212 members 
Mstep: Class 19 contains 35812 members 
Mstep: Class 20 contains 17056 members 
Mstep: Class 21 contains 97981 members 
Mstep: Class 22 contains 128087 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19696 members 
Mstep: Class 26 contains 36887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421952.000000 Penalty: 223145.312500
Iteration 115Q: 27 clusters Score -2.72422e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 23391 members 
Mstep: Class 3 contains 73887 members 
Mstep: Class 4 contains 121514 members 
Mstep: Class 5 contains 14608 members 
Mstep: Class 6 contains 15423 members 
Mstep: Class 7 contains 39563 members 
Mstep: Class 8 contains 9892 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 62688 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91884 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25477 members 
Mstep: Class 15 contains 111632 members 
Mstep: Class 16 contains 32224 members 
Mstep: Class 17 contains 145845 members 
Mstep: Class 18 contains 51183 members 
Mstep: Class 19 contains 35812 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 97979 members 
Mstep: Class 22 contains 128076 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19697 members 
Mstep: Class 26 contains 36892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422176.000000 Penalty: 223145.312500
Iteration 116Q: 27 clusters Score -2.724222e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 23391 members 
Mstep: Class 3 contains 73881 members 
Mstep: Class 4 contains 121512 members 
Mstep: Class 5 contains 14611 members 
Mstep: Class 6 contains 15413 members 
Mstep: Class 7 contains 39569 members 
Mstep: Class 8 contains 9905 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 62688 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91885 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25472 members 
Mstep: Class 15 contains 111643 members 
Mstep: Class 16 contains 32215 members 
Mstep: Class 17 contains 145851 members 
Mstep: Class 18 contains 51162 members 
Mstep: Class 19 contains 35827 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 97973 members 
Mstep: Class 22 contains 128065 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19700 members 
Mstep: Class 26 contains 36901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422432.000000 Penalty: 223145.312500
Iteration 117Q: 27 clusters Score -2.724224e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 23394 members 
Mstep: Class 3 contains 73875 members 
Mstep: Class 4 contains 121511 members 
Mstep: Class 5 contains 14611 members 
Mstep: Class 6 contains 15408 members 
Mstep: Class 7 contains 39571 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 7849 members 
Mstep: Class 10 contains 62687 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91885 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25469 members 
Mstep: Class 15 contains 111651 members 
Mstep: Class 16 contains 32210 members 
Mstep: Class 17 contains 145857 members 
Mstep: Class 18 contains 51146 members 
Mstep: Class 19 contains 35830 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 97967 members 
Mstep: Class 22 contains 128059 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19701 members 
Mstep: Class 26 contains 36905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422240.000000 Penalty: 223145.312500
Iteration 118Q: 27 clusters Score -2.724222e+08 nChanged 172
Entering ConstructFrom: 
Score: -272422240.000000 Penalty: 223145.312500
Entering ConstructFrom: 
Trying to split cluster 1 (33243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Entering Unmasked Estep 
Score: -7571050.000000 Penalty: 6377.104492
	Iteration 0F: 2 clusters Score -7571050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -7546093.500000 Penalty: 12754.208984
	Iteration 0F: 3 clusters Score -7546094 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -7553541.500000 Penalty: 12754.208984
	Iteration 1F: 3 clusters Score -7553542 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -7554338.000000 Penalty: 12754.208984
	Iteration 2F: 3 clusters Score -7554338 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -7554879.500000 Penalty: 12754.208984
	Iteration 3Q: 3 clusters Score -7554880 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -7555214.500000 Penalty: 12754.208984
	Iteration 4Q: 3 clusters Score -7555214 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -7555512.500000 Penalty: 12754.208984
	Iteration 5Q: 3 clusters Score -7555512 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -7555729.000000 Penalty: 12754.208984
	Iteration 6Q: 3 clusters Score -7555729 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -7555955.500000 Penalty: 12754.208984
	Iteration 7Q: 3 clusters Score -7555956 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -7556153.000000 Penalty: 12754.208984
	Iteration 8Q: 3 clusters Score -7556153 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -7556359.000000 Penalty: 12754.208984
	Iteration 9Q: 3 clusters Score -7556359 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -7556533.500000 Penalty: 12754.208984
	Iteration 10Q: 3 clusters Score -7556534 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -7556752.000000 Penalty: 12754.208984
	Iteration 11Q: 3 clusters Score -7556752 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -7557037.000000 Penalty: 12754.208984
	Iteration 12Q: 3 clusters Score -7557037 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -7557353.500000 Penalty: 12754.208984
	Iteration 13Q: 3 clusters Score -7557354 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -7557770.500000 Penalty: 12754.208984
	Iteration 14Q: 3 clusters Score -7557770 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -7558334.000000 Penalty: 12754.208984
	Iteration 15Q: 3 clusters Score -7558334 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -7559071.000000 Penalty: 12754.208984
	Iteration 16Q: 3 clusters Score -7559071 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -7560000.500000 Penalty: 12754.208984
	Iteration 17Q: 3 clusters Score -7560000 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -7561009.000000 Penalty: 12754.208984
	Iteration 18Q: 3 clusters Score -7561009 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -7562134.500000 Penalty: 12754.208984
	Iteration 19Q: 3 clusters Score -7562134 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -7563092.500000 Penalty: 12754.208984
	Iteration 20F: 3 clusters Score -7563092 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -7563817.500000 Penalty: 12754.208984
	Iteration 21Q: 3 clusters Score -7563818 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -7564324.500000 Penalty: 12754.208984
	Iteration 22Q: 3 clusters Score -7564324 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -7564745.000000 Penalty: 12754.208984
	Iteration 23Q: 3 clusters Score -7564745 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -7565002.000000 Penalty: 12754.208984
	Iteration 24Q: 3 clusters Score -7565002 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -7565137.000000 Penalty: 12754.208984
	Iteration 25Q: 3 clusters Score -7565137 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -7565228.000000 Penalty: 12754.208984
	Iteration 26Q: 3 clusters Score -7565228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7565278.500000 Penalty: 12754.208984
	Iteration 27Q: 3 clusters Score -7565278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -7565307.500000 Penalty: 12754.208984
	Iteration 28Q: 3 clusters Score -7565308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -7565309.000000 Penalty: 12754.208984
	Iteration 29Q: 3 clusters Score -7565309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -7565316.000000 Penalty: 12754.208984
	Iteration 30Q: 3 clusters Score -7565316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -7565324.000000 Penalty: 12754.208984
	Iteration 31Q: 3 clusters Score -7565324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7565344.500000 Penalty: 12754.208984
	Iteration 32Q: 3 clusters Score -7565344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -7565346.500000 Penalty: 12754.208984
	Iteration 33Q: 3 clusters Score -7565346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -7565354.000000 Penalty: 12754.208984
	Iteration 34Q: 3 clusters Score -7565354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -7565362.000000 Penalty: 12754.208984
	Iteration 35Q: 3 clusters Score -7565362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -7565368.000000 Penalty: 12754.208984
	Iteration 36Q: 3 clusters Score -7565368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -7565373.500000 Penalty: 12754.208984
	Iteration 37Q: 3 clusters Score -7565374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -7565381.500000 Penalty: 12754.208984
	Iteration 38Q: 3 clusters Score -7565382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -7565398.000000 Penalty: 12754.208984
	Iteration 39Q: 3 clusters Score -7565398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -7565403.500000 Penalty: 12754.208984
	Iteration 40F: 3 clusters Score -7565404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -7565401.000000 Penalty: 12754.208984
	Iteration 41Q: 3 clusters Score -7565401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -7565401.000000 Penalty: 12754.208984
	Iteration 42Q: 3 clusters Score -7565401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -7565407.500000 Penalty: 12754.208984
	Iteration 43Q: 3 clusters Score -7565408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -7565409.500000 Penalty: 12754.208984
	Iteration 44Q: 3 clusters Score -7565410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -7565408.000000 Penalty: 12754.208984
	Iteration 45Q: 3 clusters Score -7565408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -7565411.500000 Penalty: 12754.208984
	Iteration 46Q: 3 clusters Score -7565412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -7565418.500000 Penalty: 12754.208984
	Iteration 47Q: 3 clusters Score -7565418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -7565421.500000 Penalty: 12754.208984
	Iteration 48Q: 3 clusters Score -7565422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -7565423.500000 Penalty: 12754.208984
	Iteration 49Q: 3 clusters Score -7565424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -7565430.000000 Penalty: 12754.208984
	Iteration 50Q: 3 clusters Score -7565430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -7565432.500000 Penalty: 12754.208984
	Iteration 51Q: 3 clusters Score -7565432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -7565438.000000 Penalty: 12754.208984
	Iteration 52Q: 3 clusters Score -7565438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -7565438.000000 Penalty: 12754.208984
	Iteration 53F: 3 clusters Score -7565438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Entering Unmasked Estep 
Score: -5110203.000000 Penalty: 6161.998535
	Iteration 0F: 2 clusters Score -5110203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -5091773.000000 Penalty: 12323.997070
	Iteration 0F: 3 clusters Score -5091773 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -5097092.500000 Penalty: 12323.997070
	Iteration 1F: 3 clusters Score -5097092 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -5098300.500000 Penalty: 12323.997070
	Iteration 2F: 3 clusters Score -5098300 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -5099614.500000 Penalty: 12323.997070
	Iteration 3F: 3 clusters Score -5099614 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -5100994.000000 Penalty: 12323.997070
	Iteration 4F: 3 clusters Score -5100994 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -5102624.500000 Penalty: 12323.997070
	Iteration 5F: 3 clusters Score -5102624 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -5104674.500000 Penalty: 12323.997070
	Iteration 6F: 3 clusters Score -5104674 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -5106937.000000 Penalty: 12323.997070
	Iteration 7F: 3 clusters Score -5106937 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -5108710.500000 Penalty: 12323.997070
	Iteration 8F: 3 clusters Score -5108710 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -5109659.000000 Penalty: 12323.997070
	Iteration 9Q: 3 clusters Score -5109659 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -5110067.000000 Penalty: 12323.997070
	Iteration 10Q: 3 clusters Score -5110067 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -5110255.500000 Penalty: 12323.997070
	Iteration 11Q: 3 clusters Score -5110256 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -5110334.000000 Penalty: 12323.997070
	Iteration 12Q: 3 clusters Score -5110334 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -5110350.500000 Penalty: 12323.997070
	Iteration 13Q: 3 clusters Score -5110350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -5110378.500000 Penalty: 12323.997070
	Iteration 14Q: 3 clusters Score -5110378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5110404.500000 Penalty: 12323.997070
	Iteration 15Q: 3 clusters Score -5110404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -5110423.500000 Penalty: 12323.997070
	Iteration 16Q: 3 clusters Score -5110424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -5110410.000000 Penalty: 12323.997070
	Iteration 17Q: 3 clusters Score -5110410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -5110403.500000 Penalty: 12323.997070
	Iteration 18Q: 3 clusters Score -5110404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -5110412.500000 Penalty: 12323.997070
	Iteration 19Q: 3 clusters Score -5110412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -5110405.000000 Penalty: 12323.997070
	Iteration 20F: 3 clusters Score -5110405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -5110407.000000 Penalty: 12323.997070
	Iteration 21Q: 3 clusters Score -5110407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -5110412.000000 Penalty: 12323.997070
	Iteration 22Q: 3 clusters Score -5110412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -5110421.000000 Penalty: 12323.997070
	Iteration 23Q: 3 clusters Score -5110421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -5110424.500000 Penalty: 12323.997070
	Iteration 24Q: 3 clusters Score -5110424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -5110423.500000 Penalty: 12323.997070
	Iteration 25Q: 3 clusters Score -5110424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -5110422.500000 Penalty: 12323.997070
	Iteration 26Q: 3 clusters Score -5110422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -5110418.500000 Penalty: 12323.997070
	Iteration 27Q: 3 clusters Score -5110418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -5110423.500000 Penalty: 12323.997070
	Iteration 28Q: 3 clusters Score -5110424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -5110422.500000 Penalty: 12323.997070
	Iteration 29Q: 3 clusters Score -5110422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5110431.000000 Penalty: 12323.997070
	Iteration 30Q: 3 clusters Score -5110431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -5110434.500000 Penalty: 12323.997070
	Iteration 31Q: 3 clusters Score -5110434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -5110433.500000 Penalty: 12323.997070
	Iteration 32Q: 3 clusters Score -5110434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -5110436.000000 Penalty: 12323.997070
	Iteration 33Q: 3 clusters Score -5110436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -5110437.000000 Penalty: 12323.997070
	Iteration 34Q: 3 clusters Score -5110437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -5110440.000000 Penalty: 12323.997070
	Iteration 35Q: 3 clusters Score -5110440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -5110440.000000 Penalty: 12323.997070
	Iteration 36F: 3 clusters Score -5110440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 11827 members 
Mstep: Class 3 contains 73864 members 
Mstep: Class 4 contains 121508 members 
Mstep: Class 5 contains 14616 members 
Mstep: Class 6 contains 15404 members 
Mstep: Class 7 contains 39574 members 
Mstep: Class 8 contains 9928 members 
Mstep: Class 9 contains 7848 members 
Mstep: Class 10 contains 62690 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91890 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25463 members 
Mstep: Class 15 contains 111664 members 
Mstep: Class 16 contains 32206 members 
Mstep: Class 17 contains 145864 members 
Mstep: Class 18 contains 51148 members 
Mstep: Class 19 contains 35818 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 97960 members 
Mstep: Class 22 contains 128052 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19700 members 
Mstep: Class 26 contains 36910 members 
Mstep: Class 27 contains 11571 members 
Entering Unmasked Estep 
Score: -272421344.000000 Penalty: 231727.812500
Splitting cluster 2 changes total score from -272422240.000000 to -272421344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (73864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Entering Unmasked Estep 
Score: -16879500.000000 Penalty: 6866.113281
	Iteration 0F: 2 clusters Score -1.68795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -16828746.000000 Penalty: 13732.226562
	Iteration 0F: 3 clusters Score -1.682875e+07 nChanged 33207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -16846698.000000 Penalty: 13732.226562
	Iteration 1F: 3 clusters Score -1.68467e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -16847658.000000 Penalty: 13732.226562
	Iteration 2Q: 3 clusters Score -1.684766e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -16848538.000000 Penalty: 13732.226562
	Iteration 3Q: 3 clusters Score -1.684854e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -16849232.000000 Penalty: 13732.226562
	Iteration 4Q: 3 clusters Score -1.684923e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -16849938.000000 Penalty: 13732.226562
	Iteration 5Q: 3 clusters Score -1.684994e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -16850646.000000 Penalty: 13732.226562
	Iteration 6Q: 3 clusters Score -1.685065e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -16851368.000000 Penalty: 13732.226562
	Iteration 7Q: 3 clusters Score -1.685137e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -16852024.000000 Penalty: 13732.226562
	Iteration 8Q: 3 clusters Score -1.685202e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -16852846.000000 Penalty: 13732.226562
	Iteration 9Q: 3 clusters Score -1.685285e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -16853736.000000 Penalty: 13732.226562
	Iteration 10Q: 3 clusters Score -1.685374e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -16854712.000000 Penalty: 13732.226562
	Iteration 11Q: 3 clusters Score -1.685471e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -16855878.000000 Penalty: 13732.226562
	Iteration 12Q: 3 clusters Score -1.685588e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -16856992.000000 Penalty: 13732.226562
	Iteration 13Q: 3 clusters Score -1.685699e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -16858080.000000 Penalty: 13732.226562
	Iteration 14Q: 3 clusters Score -1.685808e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -16859188.000000 Penalty: 13732.226562
	Iteration 15Q: 3 clusters Score -1.685919e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -16860350.000000 Penalty: 13732.226562
	Iteration 16Q: 3 clusters Score -1.686035e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -16861844.000000 Penalty: 13732.226562
	Iteration 17Q: 3 clusters Score -1.686184e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -16863400.000000 Penalty: 13732.226562
	Iteration 18Q: 3 clusters Score -1.68634e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -16865114.000000 Penalty: 13732.226562
	Iteration 19Q: 3 clusters Score -1.686511e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -16867022.000000 Penalty: 13732.226562
	Iteration 20F: 3 clusters Score -1.686702e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -16868758.000000 Penalty: 13732.226562
	Iteration 21Q: 3 clusters Score -1.686876e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -16870364.000000 Penalty: 13732.226562
	Iteration 22Q: 3 clusters Score -1.687036e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -16871454.000000 Penalty: 13732.226562
	Iteration 23Q: 3 clusters Score -1.687145e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -16872172.000000 Penalty: 13732.226562
	Iteration 24Q: 3 clusters Score -1.687217e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -16872668.000000 Penalty: 13732.226562
	Iteration 25Q: 3 clusters Score -1.687267e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -16872942.000000 Penalty: 13732.226562
	Iteration 26Q: 3 clusters Score -1.687294e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 72298 members 
Entering Unmasked Estep 
Score: -16873158.000000 Penalty: 13732.226562
	Iteration 27Q: 3 clusters Score -1.687316e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -16873254.000000 Penalty: 13732.226562
	Iteration 28Q: 3 clusters Score -1.687325e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -16873328.000000 Penalty: 13732.226562
	Iteration 29Q: 3 clusters Score -1.687333e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -16873390.000000 Penalty: 13732.226562
	Iteration 30Q: 3 clusters Score -1.687339e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -16873454.000000 Penalty: 13732.226562
	Iteration 31Q: 3 clusters Score -1.687345e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -16873482.000000 Penalty: 13732.226562
	Iteration 32Q: 3 clusters Score -1.687348e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -16873498.000000 Penalty: 13732.226562
	Iteration 33Q: 3 clusters Score -1.68735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -16873514.000000 Penalty: 13732.226562
	Iteration 34Q: 3 clusters Score -1.687351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -16873548.000000 Penalty: 13732.226562
	Iteration 35Q: 3 clusters Score -1.687355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -16873540.000000 Penalty: 13732.226562
	Iteration 36Q: 3 clusters Score -1.687354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -16873566.000000 Penalty: 13732.226562
	Iteration 37Q: 3 clusters Score -1.687357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -16873590.000000 Penalty: 13732.226562
	Iteration 38Q: 3 clusters Score -1.687359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -16873566.000000 Penalty: 13732.226562
	Iteration 39Q: 3 clusters Score -1.687357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -16873574.000000 Penalty: 13732.226562
	Iteration 40F: 3 clusters Score -1.687357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -16873586.000000 Penalty: 13732.226562
	Iteration 41Q: 3 clusters Score -1.687359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -16873586.000000 Penalty: 13732.226562
	Iteration 42Q: 3 clusters Score -1.687359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -16873580.000000 Penalty: 13732.226562
	Iteration 43Q: 3 clusters Score -1.687358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -16873590.000000 Penalty: 13732.226562
	Iteration 44Q: 3 clusters Score -1.687359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -16873590.000000 Penalty: 13732.226562
	Iteration 45Q: 3 clusters Score -1.687359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -16873606.000000 Penalty: 13732.226562
	Iteration 46Q: 3 clusters Score -1.687361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -16873618.000000 Penalty: 13732.226562
	Iteration 47Q: 3 clusters Score -1.687362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -16873626.000000 Penalty: 13732.226562
	Iteration 48Q: 3 clusters Score -1.687363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -16873620.000000 Penalty: 13732.226562
	Iteration 49Q: 3 clusters Score -1.687362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -16873630.000000 Penalty: 13732.226562
	Iteration 50Q: 3 clusters Score -1.687363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -16873626.000000 Penalty: 13732.226562
	Iteration 51Q: 3 clusters Score -1.687363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -16873644.000000 Penalty: 13732.226562
	Iteration 52Q: 3 clusters Score -1.687364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -16873648.000000 Penalty: 13732.226562
	Iteration 53Q: 3 clusters Score -1.687365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -16873656.000000 Penalty: 13732.226562
	Iteration 54Q: 3 clusters Score -1.687366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -16873660.000000 Penalty: 13732.226562
	Iteration 55Q: 3 clusters Score -1.687366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -16873650.000000 Penalty: 13732.226562
	Iteration 56Q: 3 clusters Score -1.687365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -16873672.000000 Penalty: 13732.226562
	Iteration 57Q: 3 clusters Score -1.687367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -16873670.000000 Penalty: 13732.226562
	Iteration 58Q: 3 clusters Score -1.687367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -16873670.000000 Penalty: 13732.226562
	Iteration 59Q: 3 clusters Score -1.687367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -16873670.000000 Penalty: 13732.226562
	Iteration 60F: 3 clusters Score -1.687367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (121508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121508 members 
Entering Unmasked Estep 
Score: -27585646.000000 Penalty: 7170.987793
	Iteration 0F: 2 clusters Score -2.758565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -27504580.000000 Penalty: 14341.975586
	Iteration 0F: 3 clusters Score -2.750458e+07 nChanged 56121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -27535662.000000 Penalty: 14341.975586
	Iteration 1F: 3 clusters Score -2.753566e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -27536712.000000 Penalty: 14341.975586
	Iteration 2Q: 3 clusters Score -2.753671e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -27537696.000000 Penalty: 14341.975586
	Iteration 3Q: 3 clusters Score -2.75377e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -27538776.000000 Penalty: 14341.975586
	Iteration 4Q: 3 clusters Score -2.753878e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -27540066.000000 Penalty: 14341.975586
	Iteration 5Q: 3 clusters Score -2.754007e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -27541596.000000 Penalty: 14341.975586
	Iteration 6Q: 3 clusters Score -2.75416e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -27543766.000000 Penalty: 14341.975586
	Iteration 7Q: 3 clusters Score -2.754377e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 81209 members 
Entering Unmasked Estep 
Score: -27547390.000000 Penalty: 14341.975586
	Iteration 8F: 3 clusters Score -2.754739e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -27553092.000000 Penalty: 14341.975586
	Iteration 9F: 3 clusters Score -2.755309e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -27559786.000000 Penalty: 14341.975586
	Iteration 10F: 3 clusters Score -2.755979e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -27567008.000000 Penalty: 14341.975586
	Iteration 11F: 3 clusters Score -2.756701e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -27572764.000000 Penalty: 14341.975586
	Iteration 12F: 3 clusters Score -2.757276e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 115386 members 
Entering Unmasked Estep 
Score: -27576502.000000 Penalty: 14341.975586
	Iteration 13Q: 3 clusters Score -2.75765e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -27578214.000000 Penalty: 14341.975586
	Iteration 14Q: 3 clusters Score -2.757821e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 118745 members 
Entering Unmasked Estep 
Score: -27579110.000000 Penalty: 14341.975586
	Iteration 15Q: 3 clusters Score -2.757911e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 119326 members 
Entering Unmasked Estep 
Score: -27579580.000000 Penalty: 14341.975586
	Iteration 16Q: 3 clusters Score -2.757958e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -27579762.000000 Penalty: 14341.975586
	Iteration 17Q: 3 clusters Score -2.757976e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -27579912.000000 Penalty: 14341.975586
	Iteration 18Q: 3 clusters Score -2.757991e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 119871 members 
Entering Unmasked Estep 
Score: -27579980.000000 Penalty: 14341.975586
	Iteration 19Q: 3 clusters Score -2.757998e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 119935 members 
Entering Unmasked Estep 
Score: -27579988.000000 Penalty: 14341.975586
	Iteration 20F: 3 clusters Score -2.757999e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -27580036.000000 Penalty: 14341.975586
	Iteration 21Q: 3 clusters Score -2.758004e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 120007 members 
Entering Unmasked Estep 
Score: -27580036.000000 Penalty: 14341.975586
	Iteration 22Q: 3 clusters Score -2.758004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 120036 members 
Entering Unmasked Estep 
Score: -27580056.000000 Penalty: 14341.975586
	Iteration 23Q: 3 clusters Score -2.758006e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 120048 members 
Entering Unmasked Estep 
Score: -27580078.000000 Penalty: 14341.975586
	Iteration 24Q: 3 clusters Score -2.758008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 120058 members 
Entering Unmasked Estep 
Score: -27580120.000000 Penalty: 14341.975586
	Iteration 25Q: 3 clusters Score -2.758012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 120066 members 
Entering Unmasked Estep 
Score: -27580132.000000 Penalty: 14341.975586
	Iteration 26Q: 3 clusters Score -2.758013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 120070 members 
Entering Unmasked Estep 
Score: -27580126.000000 Penalty: 14341.975586
	Iteration 27Q: 3 clusters Score -2.758013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 120071 members 
Entering Unmasked Estep 
Score: -27580140.000000 Penalty: 14341.975586
	Iteration 28Q: 3 clusters Score -2.758014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 120073 members 
Entering Unmasked Estep 
Score: -27580134.000000 Penalty: 14341.975586
	Iteration 29Q: 3 clusters Score -2.758013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 120075 members 
Entering Unmasked Estep 
Score: -27580134.000000 Penalty: 14341.975586
	Iteration 30Q: 3 clusters Score -2.758013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 120076 members 
Entering Unmasked Estep 
Score: -27580144.000000 Penalty: 14341.975586
	Iteration 31Q: 3 clusters Score -2.758014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 120077 members 
Entering Unmasked Estep 
Score: -27580142.000000 Penalty: 14341.975586
	Iteration 32Q: 3 clusters Score -2.758014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 120078 members 
Entering Unmasked Estep 
Score: -27580138.000000 Penalty: 14341.975586
	Iteration 33Q: 3 clusters Score -2.758014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 120080 members 
Entering Unmasked Estep 
Score: -27580146.000000 Penalty: 14341.975586
	Iteration 34Q: 3 clusters Score -2.758015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 120081 members 
Entering Unmasked Estep 
Score: -27580148.000000 Penalty: 14341.975586
	Iteration 35Q: 3 clusters Score -2.758015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 120081 members 
Entering Unmasked Estep 
Score: -27580166.000000 Penalty: 14341.975586
	Iteration 36Q: 3 clusters Score -2.758017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 120082 members 
Entering Unmasked Estep 
Score: -27580160.000000 Penalty: 14341.975586
	Iteration 37Q: 3 clusters Score -2.758016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 120084 members 
Entering Unmasked Estep 
Score: -27580160.000000 Penalty: 14341.975586
	Iteration 38Q: 3 clusters Score -2.758016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 120085 members 
Entering Unmasked Estep 
Score: -27580152.000000 Penalty: 14341.975586
	Iteration 39Q: 3 clusters Score -2.758015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 120087 members 
Entering Unmasked Estep 
Score: -27580138.000000 Penalty: 14341.975586
	Iteration 40F: 3 clusters Score -2.758014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 120088 members 
Entering Unmasked Estep 
Score: -27580152.000000 Penalty: 14341.975586
	Iteration 41Q: 3 clusters Score -2.758015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 120088 members 
Entering Unmasked Estep 
Score: -27580152.000000 Penalty: 14341.975586
	Iteration 42F: 3 clusters Score -2.758015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Entering Unmasked Estep 
Score: -3268272.250000 Penalty: 5873.796875
	Iteration 0F: 2 clusters Score -3268272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3255173.750000 Penalty: 11747.593750
	Iteration 0F: 3 clusters Score -3255174 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3258755.500000 Penalty: 11747.593750
	Iteration 1F: 3 clusters Score -3258756 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3259578.000000 Penalty: 11747.593750
	Iteration 2F: 3 clusters Score -3259578 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3260144.500000 Penalty: 11747.593750
	Iteration 3F: 3 clusters Score -3260144 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3260594.750000 Penalty: 11747.593750
	Iteration 4Q: 3 clusters Score -3260595 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3261093.000000 Penalty: 11747.593750
	Iteration 5Q: 3 clusters Score -3261093 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3261558.000000 Penalty: 11747.593750
	Iteration 6Q: 3 clusters Score -3261558 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3262024.250000 Penalty: 11747.593750
	Iteration 7Q: 3 clusters Score -3262024 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3262513.250000 Penalty: 11747.593750
	Iteration 8Q: 3 clusters Score -3262513 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3262996.000000 Penalty: 11747.593750
	Iteration 9Q: 3 clusters Score -3262996 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3263514.500000 Penalty: 11747.593750
	Iteration 10Q: 3 clusters Score -3263514 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3264010.500000 Penalty: 11747.593750
	Iteration 11Q: 3 clusters Score -3264010 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3264410.250000 Penalty: 11747.593750
	Iteration 12Q: 3 clusters Score -3264410 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3264798.250000 Penalty: 11747.593750
	Iteration 13Q: 3 clusters Score -3264798 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3265130.500000 Penalty: 11747.593750
	Iteration 14Q: 3 clusters Score -3265130 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3265421.000000 Penalty: 11747.593750
	Iteration 15Q: 3 clusters Score -3265421 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3265603.000000 Penalty: 11747.593750
	Iteration 16Q: 3 clusters Score -3265603 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3265740.750000 Penalty: 11747.593750
	Iteration 17Q: 3 clusters Score -3265741 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3265844.250000 Penalty: 11747.593750
	Iteration 18Q: 3 clusters Score -3265844 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3265900.250000 Penalty: 11747.593750
	Iteration 19Q: 3 clusters Score -3265900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3265943.250000 Penalty: 11747.593750
	Iteration 20F: 3 clusters Score -3265943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3265955.000000 Penalty: 11747.593750
	Iteration 21Q: 3 clusters Score -3265955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3265976.000000 Penalty: 11747.593750
	Iteration 22Q: 3 clusters Score -3265976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3265986.000000 Penalty: 11747.593750
	Iteration 23Q: 3 clusters Score -3265986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3265998.250000 Penalty: 11747.593750
	Iteration 24Q: 3 clusters Score -3265998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3265993.000000 Penalty: 11747.593750
	Iteration 25Q: 3 clusters Score -3265993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3265994.250000 Penalty: 11747.593750
	Iteration 26Q: 3 clusters Score -3265994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3265995.500000 Penalty: 11747.593750
	Iteration 27Q: 3 clusters Score -3265996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3265996.500000 Penalty: 11747.593750
	Iteration 28Q: 3 clusters Score -3265996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3266007.500000 Penalty: 11747.593750
	Iteration 29Q: 3 clusters Score -3266008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3266006.500000 Penalty: 11747.593750
	Iteration 30Q: 3 clusters Score -3266006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3266006.250000 Penalty: 11747.593750
	Iteration 31Q: 3 clusters Score -3266006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3266008.750000 Penalty: 11747.593750
	Iteration 32Q: 3 clusters Score -3266009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3266011.000000 Penalty: 11747.593750
	Iteration 33Q: 3 clusters Score -3266011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3266014.500000 Penalty: 11747.593750
	Iteration 34Q: 3 clusters Score -3266014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3266015.750000 Penalty: 11747.593750
	Iteration 35Q: 3 clusters Score -3266016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3266016.250000 Penalty: 11747.593750
	Iteration 36Q: 3 clusters Score -3266016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3266015.000000 Penalty: 11747.593750
	Iteration 37Q: 3 clusters Score -3266015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3266015.000000 Penalty: 11747.593750
	Iteration 38F: 3 clusters Score -3266015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Entering Unmasked Estep 
Score: -3531232.500000 Penalty: 5905.959473
	Iteration 0F: 2 clusters Score -3531232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3517543.000000 Penalty: 11811.918945
	Iteration 0F: 3 clusters Score -3517543 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3520736.000000 Penalty: 11811.918945
	Iteration 1F: 3 clusters Score -3520736 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3521349.000000 Penalty: 11811.918945
	Iteration 2F: 3 clusters Score -3521349 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3521765.250000 Penalty: 11811.918945
	Iteration 3F: 3 clusters Score -3521765 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3522017.250000 Penalty: 11811.918945
	Iteration 4Q: 3 clusters Score -3522017 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3522226.000000 Penalty: 11811.918945
	Iteration 5Q: 3 clusters Score -3522226 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3522420.250000 Penalty: 11811.918945
	Iteration 6Q: 3 clusters Score -3522420 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3522614.250000 Penalty: 11811.918945
	Iteration 7Q: 3 clusters Score -3522614 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -3522806.750000 Penalty: 11811.918945
	Iteration 8Q: 3 clusters Score -3522807 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3522987.250000 Penalty: 11811.918945
	Iteration 9Q: 3 clusters Score -3522987 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3523175.500000 Penalty: 11811.918945
	Iteration 10Q: 3 clusters Score -3523176 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3523358.250000 Penalty: 11811.918945
	Iteration 11Q: 3 clusters Score -3523358 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3523528.000000 Penalty: 11811.918945
	Iteration 12Q: 3 clusters Score -3523528 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -3523667.750000 Penalty: 11811.918945
	Iteration 13Q: 3 clusters Score -3523668 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3523801.750000 Penalty: 11811.918945
	Iteration 14Q: 3 clusters Score -3523802 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3523917.250000 Penalty: 11811.918945
	Iteration 15Q: 3 clusters Score -3523917 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3524008.750000 Penalty: 11811.918945
	Iteration 16Q: 3 clusters Score -3524009 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3524082.500000 Penalty: 11811.918945
	Iteration 17Q: 3 clusters Score -3524082 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3524165.250000 Penalty: 11811.918945
	Iteration 18Q: 3 clusters Score -3524165 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3524231.250000 Penalty: 11811.918945
	Iteration 19Q: 3 clusters Score -3524231 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3524317.500000 Penalty: 11811.918945
	Iteration 20F: 3 clusters Score -3524318 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3524369.500000 Penalty: 11811.918945
	Iteration 21Q: 3 clusters Score -3524370 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3524448.000000 Penalty: 11811.918945
	Iteration 22Q: 3 clusters Score -3524448 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3524499.500000 Penalty: 11811.918945
	Iteration 23Q: 3 clusters Score -3524500 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -3524558.000000 Penalty: 11811.918945
	Iteration 24Q: 3 clusters Score -3524558 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3524602.750000 Penalty: 11811.918945
	Iteration 25Q: 3 clusters Score -3524603 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3524667.250000 Penalty: 11811.918945
	Iteration 26Q: 3 clusters Score -3524667 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3524751.500000 Penalty: 11811.918945
	Iteration 27Q: 3 clusters Score -3524752 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3524847.500000 Penalty: 11811.918945
	Iteration 28Q: 3 clusters Score -3524848 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3524939.000000 Penalty: 11811.918945
	Iteration 29Q: 3 clusters Score -3524939 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3525022.750000 Penalty: 11811.918945
	Iteration 30Q: 3 clusters Score -3525023 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3525118.250000 Penalty: 11811.918945
	Iteration 31Q: 3 clusters Score -3525118 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3525261.000000 Penalty: 11811.918945
	Iteration 32Q: 3 clusters Score -3525261 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3525447.500000 Penalty: 11811.918945
	Iteration 33Q: 3 clusters Score -3525448 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3525689.000000 Penalty: 11811.918945
	Iteration 34Q: 3 clusters Score -3525689 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3525948.000000 Penalty: 11811.918945
	Iteration 35Q: 3 clusters Score -3525948 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3526193.250000 Penalty: 11811.918945
	Iteration 36Q: 3 clusters Score -3526193 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3526387.000000 Penalty: 11811.918945
	Iteration 37Q: 3 clusters Score -3526387 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3526495.500000 Penalty: 11811.918945
	Iteration 38Q: 3 clusters Score -3526496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3526567.000000 Penalty: 11811.918945
	Iteration 39Q: 3 clusters Score -3526567 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3526619.500000 Penalty: 11811.918945
	Iteration 40F: 3 clusters Score -3526620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3526660.000000 Penalty: 11811.918945
	Iteration 41Q: 3 clusters Score -3526660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3526682.750000 Penalty: 11811.918945
	Iteration 42Q: 3 clusters Score -3526683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3526712.250000 Penalty: 11811.918945
	Iteration 43Q: 3 clusters Score -3526712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3526726.500000 Penalty: 11811.918945
	Iteration 44Q: 3 clusters Score -3526726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3526739.000000 Penalty: 11811.918945
	Iteration 45Q: 3 clusters Score -3526739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3526741.750000 Penalty: 11811.918945
	Iteration 46Q: 3 clusters Score -3526742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3526751.250000 Penalty: 11811.918945
	Iteration 47Q: 3 clusters Score -3526751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3526755.500000 Penalty: 11811.918945
	Iteration 48Q: 3 clusters Score -3526756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3526758.000000 Penalty: 11811.918945
	Iteration 49Q: 3 clusters Score -3526758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3526766.750000 Penalty: 11811.918945
	Iteration 50Q: 3 clusters Score -3526767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3526768.250000 Penalty: 11811.918945
	Iteration 51Q: 3 clusters Score -3526768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3526769.500000 Penalty: 11811.918945
	Iteration 52Q: 3 clusters Score -3526770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3526767.750000 Penalty: 11811.918945
	Iteration 53Q: 3 clusters Score -3526768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3526766.250000 Penalty: 11811.918945
	Iteration 54Q: 3 clusters Score -3526766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3526772.000000 Penalty: 11811.918945
	Iteration 55Q: 3 clusters Score -3526772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3526770.250000 Penalty: 11811.918945
	Iteration 56Q: 3 clusters Score -3526770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3526776.000000 Penalty: 11811.918945
	Iteration 57Q: 3 clusters Score -3526776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3526771.750000 Penalty: 11811.918945
	Iteration 58Q: 3 clusters Score -3526772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3526772.250000 Penalty: 11811.918945
	Iteration 59Q: 3 clusters Score -3526772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3526771.000000 Penalty: 11811.918945
	Iteration 60F: 3 clusters Score -3526771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3526773.500000 Penalty: 11811.918945
	Iteration 61Q: 3 clusters Score -3526774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3526774.250000 Penalty: 11811.918945
	Iteration 62Q: 3 clusters Score -3526774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3526780.250000 Penalty: 11811.918945
	Iteration 63Q: 3 clusters Score -3526780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3526780.000000 Penalty: 11811.918945
	Iteration 64Q: 3 clusters Score -3526780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3526772.750000 Penalty: 11811.918945
	Iteration 65Q: 3 clusters Score -3526773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3526774.250000 Penalty: 11811.918945
	Iteration 66Q: 3 clusters Score -3526774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3526780.000000 Penalty: 11811.918945
	Iteration 67Q: 3 clusters Score -3526780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3526785.000000 Penalty: 11811.918945
	Iteration 68Q: 3 clusters Score -3526785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3526781.000000 Penalty: 11811.918945
	Iteration 69Q: 3 clusters Score -3526781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3526779.750000 Penalty: 11811.918945
	Iteration 70Q: 3 clusters Score -3526780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3526779.750000 Penalty: 11811.918945
	Iteration 71F: 3 clusters Score -3526780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Entering Unmasked Estep 
Score: -9086723.000000 Penalty: 6483.880859
	Iteration 0F: 2 clusters Score -9086723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -9057831.000000 Penalty: 12967.761719
	Iteration 0F: 3 clusters Score -9057831 nChanged 17010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -9066810.000000 Penalty: 12967.761719
	Iteration 1F: 3 clusters Score -9066810 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -9067666.000000 Penalty: 12967.761719
	Iteration 2F: 3 clusters Score -9067666 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -9068352.000000 Penalty: 12967.761719
	Iteration 3Q: 3 clusters Score -9068352 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -9069088.000000 Penalty: 12967.761719
	Iteration 4Q: 3 clusters Score -9069088 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -9069823.000000 Penalty: 12967.761719
	Iteration 5Q: 3 clusters Score -9069823 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -9070720.000000 Penalty: 12967.761719
	Iteration 6Q: 3 clusters Score -9070720 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -9071806.000000 Penalty: 12967.761719
	Iteration 7Q: 3 clusters Score -9071806 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -9073084.000000 Penalty: 12967.761719
	Iteration 8F: 3 clusters Score -9073084 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -9074483.000000 Penalty: 12967.761719
	Iteration 9F: 3 clusters Score -9074483 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -9075959.000000 Penalty: 12967.761719
	Iteration 10F: 3 clusters Score -9075959 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -9077332.000000 Penalty: 12967.761719
	Iteration 11Q: 3 clusters Score -9077332 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -9078597.000000 Penalty: 12967.761719
	Iteration 12Q: 3 clusters Score -9078597 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -9079878.000000 Penalty: 12967.761719
	Iteration 13Q: 3 clusters Score -9079878 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -9081110.000000 Penalty: 12967.761719
	Iteration 14Q: 3 clusters Score -9081110 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -9081922.000000 Penalty: 12967.761719
	Iteration 15Q: 3 clusters Score -9081922 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -9082266.000000 Penalty: 12967.761719
	Iteration 16Q: 3 clusters Score -9082266 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -9082425.000000 Penalty: 12967.761719
	Iteration 17Q: 3 clusters Score -9082425 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -9082535.000000 Penalty: 12967.761719
	Iteration 18Q: 3 clusters Score -9082535 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -9082583.000000 Penalty: 12967.761719
	Iteration 19Q: 3 clusters Score -9082583 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -9082607.000000 Penalty: 12967.761719
	Iteration 20F: 3 clusters Score -9082607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -9082607.000000 Penalty: 12967.761719
	Iteration 21Q: 3 clusters Score -9082607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -9082608.000000 Penalty: 12967.761719
	Iteration 22Q: 3 clusters Score -9082608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -9082610.000000 Penalty: 12967.761719
	Iteration 23Q: 3 clusters Score -9082610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -9082614.000000 Penalty: 12967.761719
	Iteration 24Q: 3 clusters Score -9082614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -9082621.000000 Penalty: 12967.761719
	Iteration 25Q: 3 clusters Score -9082621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -9082626.000000 Penalty: 12967.761719
	Iteration 26Q: 3 clusters Score -9082626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -9082620.000000 Penalty: 12967.761719
	Iteration 27Q: 3 clusters Score -9082620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -9082631.000000 Penalty: 12967.761719
	Iteration 28Q: 3 clusters Score -9082631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -9082626.000000 Penalty: 12967.761719
	Iteration 29Q: 3 clusters Score -9082626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -9082640.000000 Penalty: 12967.761719
	Iteration 30Q: 3 clusters Score -9082640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -9082640.000000 Penalty: 12967.761719
	Iteration 31Q: 3 clusters Score -9082640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -9082659.000000 Penalty: 12967.761719
	Iteration 32Q: 3 clusters Score -9082659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -9082667.000000 Penalty: 12967.761719
	Iteration 33Q: 3 clusters Score -9082667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -9082670.000000 Penalty: 12967.761719
	Iteration 34Q: 3 clusters Score -9082670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -9082669.000000 Penalty: 12967.761719
	Iteration 35Q: 3 clusters Score -9082669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -9082664.000000 Penalty: 12967.761719
	Iteration 36Q: 3 clusters Score -9082664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -9082656.000000 Penalty: 12967.761719
	Iteration 37Q: 3 clusters Score -9082656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -9082659.000000 Penalty: 12967.761719
	Iteration 38Q: 3 clusters Score -9082659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -9082671.000000 Penalty: 12967.761719
	Iteration 39Q: 3 clusters Score -9082671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -9082671.000000 Penalty: 12967.761719
	Iteration 40F: 3 clusters Score -9082671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -2216871.250000 Penalty: 5636.907715
	Iteration 0F: 2 clusters Score -2216871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2206734.000000 Penalty: 11273.815430
	Iteration 0F: 3 clusters Score -2206734 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2208775.250000 Penalty: 11273.815430
	Iteration 1F: 3 clusters Score -2208775 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2209191.500000 Penalty: 11273.815430
	Iteration 2F: 3 clusters Score -2209192 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2209433.750000 Penalty: 11273.815430
	Iteration 3Q: 3 clusters Score -2209434 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2209591.250000 Penalty: 11273.815430
	Iteration 4Q: 3 clusters Score -2209591 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2209722.500000 Penalty: 11273.815430
	Iteration 5Q: 3 clusters Score -2209722 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2209818.250000 Penalty: 11273.815430
	Iteration 6Q: 3 clusters Score -2209818 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2209902.750000 Penalty: 11273.815430
	Iteration 7Q: 3 clusters Score -2209903 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2209981.750000 Penalty: 11273.815430
	Iteration 8Q: 3 clusters Score -2209982 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2210050.750000 Penalty: 11273.815430
	Iteration 9Q: 3 clusters Score -2210051 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2210115.000000 Penalty: 11273.815430
	Iteration 10Q: 3 clusters Score -2210115 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2210160.500000 Penalty: 11273.815430
	Iteration 11Q: 3 clusters Score -2210160 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2210196.500000 Penalty: 11273.815430
	Iteration 12Q: 3 clusters Score -2210196 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2210239.750000 Penalty: 11273.815430
	Iteration 13Q: 3 clusters Score -2210240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2210273.500000 Penalty: 11273.815430
	Iteration 14Q: 3 clusters Score -2210274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2210310.250000 Penalty: 11273.815430
	Iteration 15Q: 3 clusters Score -2210310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2210338.500000 Penalty: 11273.815430
	Iteration 16Q: 3 clusters Score -2210338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2210369.750000 Penalty: 11273.815430
	Iteration 17Q: 3 clusters Score -2210370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2210405.750000 Penalty: 11273.815430
	Iteration 18Q: 3 clusters Score -2210406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2210426.000000 Penalty: 11273.815430
	Iteration 19Q: 3 clusters Score -2210426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2210448.500000 Penalty: 11273.815430
	Iteration 20F: 3 clusters Score -2210448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2210471.000000 Penalty: 11273.815430
	Iteration 21Q: 3 clusters Score -2210471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2210491.250000 Penalty: 11273.815430
	Iteration 22Q: 3 clusters Score -2210491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2210507.750000 Penalty: 11273.815430
	Iteration 23Q: 3 clusters Score -2210508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2210521.000000 Penalty: 11273.815430
	Iteration 24Q: 3 clusters Score -2210521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2210536.750000 Penalty: 11273.815430
	Iteration 25Q: 3 clusters Score -2210537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2210550.500000 Penalty: 11273.815430
	Iteration 26Q: 3 clusters Score -2210550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2210565.500000 Penalty: 11273.815430
	Iteration 27Q: 3 clusters Score -2210566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2210586.250000 Penalty: 11273.815430
	Iteration 28Q: 3 clusters Score -2210586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2210607.500000 Penalty: 11273.815430
	Iteration 29Q: 3 clusters Score -2210608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2210638.250000 Penalty: 11273.815430
	Iteration 30Q: 3 clusters Score -2210638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2210670.250000 Penalty: 11273.815430
	Iteration 31Q: 3 clusters Score -2210670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2210690.750000 Penalty: 11273.815430
	Iteration 32Q: 3 clusters Score -2210691 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2210711.500000 Penalty: 11273.815430
	Iteration 33Q: 3 clusters Score -2210712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2210737.500000 Penalty: 11273.815430
	Iteration 34Q: 3 clusters Score -2210738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2210755.750000 Penalty: 11273.815430
	Iteration 35Q: 3 clusters Score -2210756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2210771.750000 Penalty: 11273.815430
	Iteration 36Q: 3 clusters Score -2210772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2210793.500000 Penalty: 11273.815430
	Iteration 37Q: 3 clusters Score -2210794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2210807.000000 Penalty: 11273.815430
	Iteration 38Q: 3 clusters Score -2210807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2210817.750000 Penalty: 11273.815430
	Iteration 39Q: 3 clusters Score -2210818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2210838.250000 Penalty: 11273.815430
	Iteration 40F: 3 clusters Score -2210838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2210845.500000 Penalty: 11273.815430
	Iteration 41Q: 3 clusters Score -2210846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2210863.500000 Penalty: 11273.815430
	Iteration 42Q: 3 clusters Score -2210864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2210871.000000 Penalty: 11273.815430
	Iteration 43Q: 3 clusters Score -2210871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2210877.000000 Penalty: 11273.815430
	Iteration 44Q: 3 clusters Score -2210877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2210889.500000 Penalty: 11273.815430
	Iteration 45Q: 3 clusters Score -2210890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2210897.750000 Penalty: 11273.815430
	Iteration 46Q: 3 clusters Score -2210898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2210907.750000 Penalty: 11273.815430
	Iteration 47Q: 3 clusters Score -2210908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2210917.500000 Penalty: 11273.815430
	Iteration 48Q: 3 clusters Score -2210918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2210925.500000 Penalty: 11273.815430
	Iteration 49Q: 3 clusters Score -2210926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2210940.250000 Penalty: 11273.815430
	Iteration 50Q: 3 clusters Score -2210940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2210959.500000 Penalty: 11273.815430
	Iteration 51Q: 3 clusters Score -2210960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2210964.500000 Penalty: 11273.815430
	Iteration 52Q: 3 clusters Score -2210964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2210976.750000 Penalty: 11273.815430
	Iteration 53Q: 3 clusters Score -2210977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2210984.000000 Penalty: 11273.815430
	Iteration 54Q: 3 clusters Score -2210984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2210994.500000 Penalty: 11273.815430
	Iteration 55Q: 3 clusters Score -2210994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2210998.750000 Penalty: 11273.815430
	Iteration 56Q: 3 clusters Score -2210999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2211007.250000 Penalty: 11273.815430
	Iteration 57Q: 3 clusters Score -2211007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2211015.250000 Penalty: 11273.815430
	Iteration 58Q: 3 clusters Score -2211015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2211018.500000 Penalty: 11273.815430
	Iteration 59Q: 3 clusters Score -2211018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2211019.000000 Penalty: 11273.815430
	Iteration 60F: 3 clusters Score -2211019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2211017.750000 Penalty: 11273.815430
	Iteration 61Q: 3 clusters Score -2211018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2211025.750000 Penalty: 11273.815430
	Iteration 62Q: 3 clusters Score -2211026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2211030.250000 Penalty: 11273.815430
	Iteration 63Q: 3 clusters Score -2211030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2211040.500000 Penalty: 11273.815430
	Iteration 64Q: 3 clusters Score -2211040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2211050.750000 Penalty: 11273.815430
	Iteration 65Q: 3 clusters Score -2211051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2211057.500000 Penalty: 11273.815430
	Iteration 66Q: 3 clusters Score -2211058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2211060.250000 Penalty: 11273.815430
	Iteration 67Q: 3 clusters Score -2211060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2211063.750000 Penalty: 11273.815430
	Iteration 68Q: 3 clusters Score -2211064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2211068.500000 Penalty: 11273.815430
	Iteration 69Q: 3 clusters Score -2211068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2211076.000000 Penalty: 11273.815430
	Iteration 70Q: 3 clusters Score -2211076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2211082.000000 Penalty: 11273.815430
	Iteration 71Q: 3 clusters Score -2211082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2211088.500000 Penalty: 11273.815430
	Iteration 72Q: 3 clusters Score -2211088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2211097.250000 Penalty: 11273.815430
	Iteration 73Q: 3 clusters Score -2211097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2211106.250000 Penalty: 11273.815430
	Iteration 74Q: 3 clusters Score -2211106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2211123.500000 Penalty: 11273.815430
	Iteration 75Q: 3 clusters Score -2211124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2211133.250000 Penalty: 11273.815430
	Iteration 76Q: 3 clusters Score -2211133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2211144.000000 Penalty: 11273.815430
	Iteration 77Q: 3 clusters Score -2211144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2211151.750000 Penalty: 11273.815430
	Iteration 78Q: 3 clusters Score -2211152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2211162.250000 Penalty: 11273.815430
	Iteration 79Q: 3 clusters Score -2211162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2211174.500000 Penalty: 11273.815430
	Iteration 80F: 3 clusters Score -2211174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2211178.500000 Penalty: 11273.815430
	Iteration 81Q: 3 clusters Score -2211178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2211190.250000 Penalty: 11273.815430
	Iteration 82Q: 3 clusters Score -2211190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2211201.000000 Penalty: 11273.815430
	Iteration 83Q: 3 clusters Score -2211201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2211209.750000 Penalty: 11273.815430
	Iteration 84Q: 3 clusters Score -2211210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2211215.500000 Penalty: 11273.815430
	Iteration 85Q: 3 clusters Score -2211216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2211225.000000 Penalty: 11273.815430
	Iteration 86Q: 3 clusters Score -2211225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2211230.750000 Penalty: 11273.815430
	Iteration 87Q: 3 clusters Score -2211231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2211236.500000 Penalty: 11273.815430
	Iteration 88Q: 3 clusters Score -2211236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2211248.250000 Penalty: 11273.815430
	Iteration 89Q: 3 clusters Score -2211248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2211269.250000 Penalty: 11273.815430
	Iteration 90Q: 3 clusters Score -2211269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2211276.500000 Penalty: 11273.815430
	Iteration 91Q: 3 clusters Score -2211276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2211288.750000 Penalty: 11273.815430
	Iteration 92Q: 3 clusters Score -2211289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2211316.750000 Penalty: 11273.815430
	Iteration 93Q: 3 clusters Score -2211317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2211336.000000 Penalty: 11273.815430
	Iteration 94Q: 3 clusters Score -2211336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2211365.000000 Penalty: 11273.815430
	Iteration 95Q: 3 clusters Score -2211365 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2211405.000000 Penalty: 11273.815430
	Iteration 96Q: 3 clusters Score -2211405 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2211445.000000 Penalty: 11273.815430
	Iteration 97Q: 3 clusters Score -2211445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2211501.250000 Penalty: 11273.815430
	Iteration 98Q: 3 clusters Score -2211501 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2211568.750000 Penalty: 11273.815430
	Iteration 99Q: 3 clusters Score -2211569 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2211671.250000 Penalty: 11273.815430
	Iteration 100F: 3 clusters Score -2211671 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2211770.500000 Penalty: 11273.815430
	Iteration 101Q: 3 clusters Score -2211770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2211875.500000 Penalty: 11273.815430
	Iteration 102Q: 3 clusters Score -2211876 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2211969.250000 Penalty: 11273.815430
	Iteration 103Q: 3 clusters Score -2211969 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2212066.000000 Penalty: 11273.815430
	Iteration 104Q: 3 clusters Score -2212066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2212155.750000 Penalty: 11273.815430
	Iteration 105Q: 3 clusters Score -2212156 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2212240.500000 Penalty: 11273.815430
	Iteration 106Q: 3 clusters Score -2212240 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2212322.500000 Penalty: 11273.815430
	Iteration 107Q: 3 clusters Score -2212322 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2212422.750000 Penalty: 11273.815430
	Iteration 108Q: 3 clusters Score -2212423 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2212524.500000 Penalty: 11273.815430
	Iteration 109Q: 3 clusters Score -2212524 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2212627.000000 Penalty: 11273.815430
	Iteration 110Q: 3 clusters Score -2212627 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2212709.500000 Penalty: 11273.815430
	Iteration 111Q: 3 clusters Score -2212710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2212790.750000 Penalty: 11273.815430
	Iteration 112Q: 3 clusters Score -2212791 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2212850.250000 Penalty: 11273.815430
	Iteration 113Q: 3 clusters Score -2212850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2212892.750000 Penalty: 11273.815430
	Iteration 114Q: 3 clusters Score -2212893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2212945.250000 Penalty: 11273.815430
	Iteration 115Q: 3 clusters Score -2212945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2212981.750000 Penalty: 11273.815430
	Iteration 116Q: 3 clusters Score -2212982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2213018.000000 Penalty: 11273.815430
	Iteration 117Q: 3 clusters Score -2213018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2213055.250000 Penalty: 11273.815430
	Iteration 118Q: 3 clusters Score -2213055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2213086.250000 Penalty: 11273.815430
	Iteration 119Q: 3 clusters Score -2213086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2213101.750000 Penalty: 11273.815430
	Iteration 120F: 3 clusters Score -2213102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2213120.000000 Penalty: 11273.815430
	Iteration 121Q: 3 clusters Score -2213120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2213128.000000 Penalty: 11273.815430
	Iteration 122Q: 3 clusters Score -2213128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2213134.500000 Penalty: 11273.815430
	Iteration 123Q: 3 clusters Score -2213134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2213145.500000 Penalty: 11273.815430
	Iteration 124Q: 3 clusters Score -2213146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2213148.500000 Penalty: 11273.815430
	Iteration 125Q: 3 clusters Score -2213148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2213157.500000 Penalty: 11273.815430
	Iteration 126Q: 3 clusters Score -2213158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2213159.250000 Penalty: 11273.815430
	Iteration 127Q: 3 clusters Score -2213159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2213169.500000 Penalty: 11273.815430
	Iteration 128Q: 3 clusters Score -2213170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2213174.250000 Penalty: 11273.815430
	Iteration 129Q: 3 clusters Score -2213174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2213187.250000 Penalty: 11273.815430
	Iteration 130Q: 3 clusters Score -2213187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2213185.000000 Penalty: 11273.815430
	Iteration 131Q: 3 clusters Score -2213185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2213185.000000 Penalty: 11273.815430
	Iteration 132Q: 3 clusters Score -2213185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2213186.250000 Penalty: 11273.815430
	Iteration 133Q: 3 clusters Score -2213186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2213185.500000 Penalty: 11273.815430
	Iteration 134Q: 3 clusters Score -2213186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2213189.000000 Penalty: 11273.815430
	Iteration 135Q: 3 clusters Score -2213189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2213191.000000 Penalty: 11273.815430
	Iteration 136Q: 3 clusters Score -2213191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2213189.750000 Penalty: 11273.815430
	Iteration 137Q: 3 clusters Score -2213190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2213191.500000 Penalty: 11273.815430
	Iteration 138Q: 3 clusters Score -2213192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2213196.750000 Penalty: 11273.815430
	Iteration 139Q: 3 clusters Score -2213197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2213199.000000 Penalty: 11273.815430
	Iteration 140F: 3 clusters Score -2213199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2213200.500000 Penalty: 11273.815430
	Iteration 141Q: 3 clusters Score -2213200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2213204.500000 Penalty: 11273.815430
	Iteration 142Q: 3 clusters Score -2213204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2213202.000000 Penalty: 11273.815430
	Iteration 143Q: 3 clusters Score -2213202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2213202.000000 Penalty: 11273.815430
	Iteration 144F: 3 clusters Score -2213202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Entering Unmasked Estep 
Score: -1813281.250000 Penalty: 5492.908203
	Iteration 0F: 2 clusters Score -1813281 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 3915 members 
Entering Unmasked Estep 
Score: -1804406.250000 Penalty: 10985.816406
	Iteration 0F: 3 clusters Score -1804406 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1806024.875000 Penalty: 10985.816406
	Iteration 1F: 3 clusters Score -1806025 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1806385.000000 Penalty: 10985.816406
	Iteration 2F: 3 clusters Score -1806385 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1806566.250000 Penalty: 10985.816406
	Iteration 3Q: 3 clusters Score -1806566 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1806677.125000 Penalty: 10985.816406
	Iteration 4Q: 3 clusters Score -1806677 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1806758.125000 Penalty: 10985.816406
	Iteration 5Q: 3 clusters Score -1806758 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1806821.000000 Penalty: 10985.816406
	Iteration 6Q: 3 clusters Score -1806821 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1806876.625000 Penalty: 10985.816406
	Iteration 7Q: 3 clusters Score -1806877 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1806915.250000 Penalty: 10985.816406
	Iteration 8Q: 3 clusters Score -1806915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1806951.875000 Penalty: 10985.816406
	Iteration 9Q: 3 clusters Score -1806952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1806982.875000 Penalty: 10985.816406
	Iteration 10Q: 3 clusters Score -1806983 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1807008.375000 Penalty: 10985.816406
	Iteration 11Q: 3 clusters Score -1807008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1807031.625000 Penalty: 10985.816406
	Iteration 12Q: 3 clusters Score -1807032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1807047.625000 Penalty: 10985.816406
	Iteration 13Q: 3 clusters Score -1807048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1807059.875000 Penalty: 10985.816406
	Iteration 14Q: 3 clusters Score -1807060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1807082.000000 Penalty: 10985.816406
	Iteration 15Q: 3 clusters Score -1807082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1807107.125000 Penalty: 10985.816406
	Iteration 16Q: 3 clusters Score -1807107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1807117.000000 Penalty: 10985.816406
	Iteration 17Q: 3 clusters Score -1807117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1807126.375000 Penalty: 10985.816406
	Iteration 18Q: 3 clusters Score -1807126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1807134.125000 Penalty: 10985.816406
	Iteration 19Q: 3 clusters Score -1807134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1807140.125000 Penalty: 10985.816406
	Iteration 20F: 3 clusters Score -1807140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1807148.750000 Penalty: 10985.816406
	Iteration 21Q: 3 clusters Score -1807149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1807153.750000 Penalty: 10985.816406
	Iteration 22Q: 3 clusters Score -1807154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1807161.500000 Penalty: 10985.816406
	Iteration 23Q: 3 clusters Score -1807162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1807164.250000 Penalty: 10985.816406
	Iteration 24Q: 3 clusters Score -1807164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1807169.500000 Penalty: 10985.816406
	Iteration 25Q: 3 clusters Score -1807170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1807170.000000 Penalty: 10985.816406
	Iteration 26Q: 3 clusters Score -1807170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1807176.875000 Penalty: 10985.816406
	Iteration 27Q: 3 clusters Score -1807177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1807177.000000 Penalty: 10985.816406
	Iteration 28Q: 3 clusters Score -1807177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1807180.625000 Penalty: 10985.816406
	Iteration 29Q: 3 clusters Score -1807181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1807187.875000 Penalty: 10985.816406
	Iteration 30Q: 3 clusters Score -1807188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1807190.625000 Penalty: 10985.816406
	Iteration 31Q: 3 clusters Score -1807191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1807195.250000 Penalty: 10985.816406
	Iteration 32Q: 3 clusters Score -1807195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1807195.375000 Penalty: 10985.816406
	Iteration 33Q: 3 clusters Score -1807195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1807195.000000 Penalty: 10985.816406
	Iteration 34Q: 3 clusters Score -1807195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1807199.125000 Penalty: 10985.816406
	Iteration 35Q: 3 clusters Score -1807199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1807197.125000 Penalty: 10985.816406
	Iteration 36Q: 3 clusters Score -1807197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1807199.750000 Penalty: 10985.816406
	Iteration 37Q: 3 clusters Score -1807200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1807199.000000 Penalty: 10985.816406
	Iteration 38Q: 3 clusters Score -1807199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1807200.250000 Penalty: 10985.816406
	Iteration 39Q: 3 clusters Score -1807200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1807203.250000 Penalty: 10985.816406
	Iteration 40F: 3 clusters Score -1807203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1807204.125000 Penalty: 10985.816406
	Iteration 41Q: 3 clusters Score -1807204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1807205.000000 Penalty: 10985.816406
	Iteration 42Q: 3 clusters Score -1807205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1807205.000000 Penalty: 10985.816406
	Iteration 43F: 3 clusters Score -1807205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (62690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Entering Unmasked Estep 
Score: -14224836.000000 Penalty: 6765.648926
	Iteration 0F: 2 clusters Score -1.422484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -14181061.000000 Penalty: 13531.297852
	Iteration 0F: 3 clusters Score -1.418106e+07 nChanged 27752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -14195908.000000 Penalty: 13531.297852
	Iteration 1F: 3 clusters Score -1.419591e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -14196959.000000 Penalty: 13531.297852
	Iteration 2Q: 3 clusters Score -1.419696e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -14197887.000000 Penalty: 13531.297852
	Iteration 3Q: 3 clusters Score -1.419789e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -14198815.000000 Penalty: 13531.297852
	Iteration 4Q: 3 clusters Score -1.419882e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -14199906.000000 Penalty: 13531.297852
	Iteration 5Q: 3 clusters Score -1.419991e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -14201255.000000 Penalty: 13531.297852
	Iteration 6Q: 3 clusters Score -1.420126e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -14202926.000000 Penalty: 13531.297852
	Iteration 7Q: 3 clusters Score -1.420293e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -14205147.000000 Penalty: 13531.297852
	Iteration 8F: 3 clusters Score -1.420515e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -14207663.000000 Penalty: 13531.297852
	Iteration 9F: 3 clusters Score -1.420766e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -14210383.000000 Penalty: 13531.297852
	Iteration 10F: 3 clusters Score -1.421038e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -14212822.000000 Penalty: 13531.297852
	Iteration 11Q: 3 clusters Score -1.421282e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -14214773.000000 Penalty: 13531.297852
	Iteration 12Q: 3 clusters Score -1.421477e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -14216282.000000 Penalty: 13531.297852
	Iteration 13Q: 3 clusters Score -1.421628e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -14217118.000000 Penalty: 13531.297852
	Iteration 14Q: 3 clusters Score -1.421712e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -14217807.000000 Penalty: 13531.297852
	Iteration 15Q: 3 clusters Score -1.421781e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -14218144.000000 Penalty: 13531.297852
	Iteration 16Q: 3 clusters Score -1.421814e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -14218347.000000 Penalty: 13531.297852
	Iteration 17Q: 3 clusters Score -1.421835e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -14218544.000000 Penalty: 13531.297852
	Iteration 18Q: 3 clusters Score -1.421854e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -14218688.000000 Penalty: 13531.297852
	Iteration 19Q: 3 clusters Score -1.421869e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -14218735.000000 Penalty: 13531.297852
	Iteration 20F: 3 clusters Score -1.421874e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -14218836.000000 Penalty: 13531.297852
	Iteration 21Q: 3 clusters Score -1.421884e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -14218900.000000 Penalty: 13531.297852
	Iteration 22Q: 3 clusters Score -1.42189e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -14218941.000000 Penalty: 13531.297852
	Iteration 23Q: 3 clusters Score -1.421894e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -14218958.000000 Penalty: 13531.297852
	Iteration 24Q: 3 clusters Score -1.421896e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -14218977.000000 Penalty: 13531.297852
	Iteration 25Q: 3 clusters Score -1.421898e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -14219003.000000 Penalty: 13531.297852
	Iteration 26Q: 3 clusters Score -1.4219e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -14219025.000000 Penalty: 13531.297852
	Iteration 27Q: 3 clusters Score -1.421902e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -14219045.000000 Penalty: 13531.297852
	Iteration 28Q: 3 clusters Score -1.421904e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -14219069.000000 Penalty: 13531.297852
	Iteration 29Q: 3 clusters Score -1.421907e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -14219073.000000 Penalty: 13531.297852
	Iteration 30Q: 3 clusters Score -1.421907e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -14219094.000000 Penalty: 13531.297852
	Iteration 31Q: 3 clusters Score -1.421909e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -14219114.000000 Penalty: 13531.297852
	Iteration 32Q: 3 clusters Score -1.421911e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -14219128.000000 Penalty: 13531.297852
	Iteration 33Q: 3 clusters Score -1.421913e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -14219121.000000 Penalty: 13531.297852
	Iteration 34Q: 3 clusters Score -1.421912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -14219152.000000 Penalty: 13531.297852
	Iteration 35Q: 3 clusters Score -1.421915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -14219163.000000 Penalty: 13531.297852
	Iteration 36Q: 3 clusters Score -1.421916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -14219158.000000 Penalty: 13531.297852
	Iteration 37Q: 3 clusters Score -1.421916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -14219152.000000 Penalty: 13531.297852
	Iteration 38Q: 3 clusters Score -1.421915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -14219156.000000 Penalty: 13531.297852
	Iteration 39Q: 3 clusters Score -1.421916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -14219162.000000 Penalty: 13531.297852
	Iteration 40F: 3 clusters Score -1.421916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -14219185.000000 Penalty: 13531.297852
	Iteration 41Q: 3 clusters Score -1.421918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14219191.000000 Penalty: 13531.297852
	Iteration 42Q: 3 clusters Score -1.421919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -14219202.000000 Penalty: 13531.297852
	Iteration 43Q: 3 clusters Score -1.42192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -14219199.000000 Penalty: 13531.297852
	Iteration 44Q: 3 clusters Score -1.42192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -14219206.000000 Penalty: 13531.297852
	Iteration 45Q: 3 clusters Score -1.421921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -14219191.000000 Penalty: 13531.297852
	Iteration 46Q: 3 clusters Score -1.421919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -14219202.000000 Penalty: 13531.297852
	Iteration 47Q: 3 clusters Score -1.42192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -14219198.000000 Penalty: 13531.297852
	Iteration 48Q: 3 clusters Score -1.42192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -14219203.000000 Penalty: 13531.297852
	Iteration 49Q: 3 clusters Score -1.42192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -14219201.000000 Penalty: 13531.297852
	Iteration 50Q: 3 clusters Score -1.42192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -14219197.000000 Penalty: 13531.297852
	Iteration 51Q: 3 clusters Score -1.42192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -14219211.000000 Penalty: 13531.297852
	Iteration 52Q: 3 clusters Score -1.421921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -14219214.000000 Penalty: 13531.297852
	Iteration 53Q: 3 clusters Score -1.421921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -14219209.000000 Penalty: 13531.297852
	Iteration 54Q: 3 clusters Score -1.421921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -14219224.000000 Penalty: 13531.297852
	Iteration 55Q: 3 clusters Score -1.421922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -14219225.000000 Penalty: 13531.297852
	Iteration 56Q: 3 clusters Score -1.421922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -14219212.000000 Penalty: 13531.297852
	Iteration 57Q: 3 clusters Score -1.421921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -14219230.000000 Penalty: 13531.297852
	Iteration 58Q: 3 clusters Score -1.421923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -14219238.000000 Penalty: 13531.297852
	Iteration 59Q: 3 clusters Score -1.421924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60342 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -14219247.000000 Penalty: 13531.297852
	Iteration 60F: 3 clusters Score -1.421925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -14219246.000000 Penalty: 13531.297852
	Iteration 61Q: 3 clusters Score -1.421925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -14219243.000000 Penalty: 13531.297852
	Iteration 62Q: 3 clusters Score -1.421924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -14219243.000000 Penalty: 13531.297852
	Iteration 63F: 3 clusters Score -1.421924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -254735.515625 Penalty: 4334.967285
	Iteration 0F: 2 clusters Score -254735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -250556.109375 Penalty: 8669.934570
	Iteration 0F: 3 clusters Score -250556.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -250954.375000 Penalty: 8669.934570
	Iteration 1F: 3 clusters Score -250954.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -251106.484375 Penalty: 8669.934570
	Iteration 2Q: 3 clusters Score -251106.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -251176.578125 Penalty: 8669.934570
	Iteration 3Q: 3 clusters Score -251176.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -251219.671875 Penalty: 8669.934570
	Iteration 4Q: 3 clusters Score -251219.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -251261.031250 Penalty: 8669.934570
	Iteration 5Q: 3 clusters Score -251261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -251314.281250 Penalty: 8669.934570
	Iteration 6Q: 3 clusters Score -251314.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -251376.015625 Penalty: 8669.934570
	Iteration 7Q: 3 clusters Score -251376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -251435.546875 Penalty: 8669.934570
	Iteration 8Q: 3 clusters Score -251435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -251445.687500 Penalty: 8669.934570
	Iteration 9Q: 3 clusters Score -251445.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -251465.328125 Penalty: 8669.934570
	Iteration 10Q: 3 clusters Score -251465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -251475.078125 Penalty: 8669.934570
	Iteration 11Q: 3 clusters Score -251475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -251477.437500 Penalty: 8669.934570
	Iteration 12Q: 3 clusters Score -251477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -251477.437500 Penalty: 8669.934570
	Iteration 13F: 3 clusters Score -251477.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Entering Unmasked Estep 
Score: -21177146.000000 Penalty: 6999.862793
	Iteration 0F: 2 clusters Score -2.117715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -21114476.000000 Penalty: 13999.725586
	Iteration 0F: 3 clusters Score -2.111448e+07 nChanged 41916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -21137506.000000 Penalty: 13999.725586
	Iteration 1F: 3 clusters Score -2.113751e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -21138648.000000 Penalty: 13999.725586
	Iteration 2Q: 3 clusters Score -2.113865e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -21139402.000000 Penalty: 13999.725586
	Iteration 3Q: 3 clusters Score -2.11394e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -21140018.000000 Penalty: 13999.725586
	Iteration 4Q: 3 clusters Score -2.114002e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -21140670.000000 Penalty: 13999.725586
	Iteration 5Q: 3 clusters Score -2.114067e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -21141276.000000 Penalty: 13999.725586
	Iteration 6Q: 3 clusters Score -2.114128e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -21142128.000000 Penalty: 13999.725586
	Iteration 7Q: 3 clusters Score -2.114213e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -21142992.000000 Penalty: 13999.725586
	Iteration 8Q: 3 clusters Score -2.114299e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -21144298.000000 Penalty: 13999.725586
	Iteration 9Q: 3 clusters Score -2.11443e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -21146206.000000 Penalty: 13999.725586
	Iteration 10Q: 3 clusters Score -2.114621e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -21149092.000000 Penalty: 13999.725586
	Iteration 11F: 3 clusters Score -2.114909e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -21153026.000000 Penalty: 13999.725586
	Iteration 12F: 3 clusters Score -2.115303e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -21157352.000000 Penalty: 13999.725586
	Iteration 13F: 3 clusters Score -2.115735e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -21161824.000000 Penalty: 13999.725586
	Iteration 14F: 3 clusters Score -2.116182e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -21165416.000000 Penalty: 13999.725586
	Iteration 15Q: 3 clusters Score -2.116542e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -21167712.000000 Penalty: 13999.725586
	Iteration 16Q: 3 clusters Score -2.116771e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -21169080.000000 Penalty: 13999.725586
	Iteration 17Q: 3 clusters Score -2.116908e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -21169846.000000 Penalty: 13999.725586
	Iteration 18Q: 3 clusters Score -2.116985e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -21170264.000000 Penalty: 13999.725586
	Iteration 19Q: 3 clusters Score -2.117026e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -21170616.000000 Penalty: 13999.725586
	Iteration 20F: 3 clusters Score -2.117062e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -21170734.000000 Penalty: 13999.725586
	Iteration 21Q: 3 clusters Score -2.117073e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -21170860.000000 Penalty: 13999.725586
	Iteration 22Q: 3 clusters Score -2.117086e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21170930.000000 Penalty: 13999.725586
	Iteration 23Q: 3 clusters Score -2.117093e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21171028.000000 Penalty: 13999.725586
	Iteration 24Q: 3 clusters Score -2.117103e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -21171056.000000 Penalty: 13999.725586
	Iteration 25Q: 3 clusters Score -2.117106e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -21171096.000000 Penalty: 13999.725586
	Iteration 26Q: 3 clusters Score -2.11711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21171126.000000 Penalty: 13999.725586
	Iteration 27Q: 3 clusters Score -2.117113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21171152.000000 Penalty: 13999.725586
	Iteration 28Q: 3 clusters Score -2.117115e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21171192.000000 Penalty: 13999.725586
	Iteration 29Q: 3 clusters Score -2.117119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -21171190.000000 Penalty: 13999.725586
	Iteration 30Q: 3 clusters Score -2.117119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -21171200.000000 Penalty: 13999.725586
	Iteration 31Q: 3 clusters Score -2.11712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21171188.000000 Penalty: 13999.725586
	Iteration 32Q: 3 clusters Score -2.117119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -21171192.000000 Penalty: 13999.725586
	Iteration 33Q: 3 clusters Score -2.117119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21171180.000000 Penalty: 13999.725586
	Iteration 34Q: 3 clusters Score -2.117118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -21171196.000000 Penalty: 13999.725586
	Iteration 35Q: 3 clusters Score -2.11712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -21171196.000000 Penalty: 13999.725586
	Iteration 36Q: 3 clusters Score -2.11712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21171194.000000 Penalty: 13999.725586
	Iteration 37Q: 3 clusters Score -2.117119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21171186.000000 Penalty: 13999.725586
	Iteration 38Q: 3 clusters Score -2.117119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21171206.000000 Penalty: 13999.725586
	Iteration 39Q: 3 clusters Score -2.117121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21171206.000000 Penalty: 13999.725586
	Iteration 40F: 3 clusters Score -2.117121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21171214.000000 Penalty: 13999.725586
	Iteration 41Q: 3 clusters Score -2.117121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -21171214.000000 Penalty: 13999.725586
	Iteration 42Q: 3 clusters Score -2.117121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21171228.000000 Penalty: 13999.725586
	Iteration 43Q: 3 clusters Score -2.117123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21171226.000000 Penalty: 13999.725586
	Iteration 44Q: 3 clusters Score -2.117123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -21171234.000000 Penalty: 13999.725586
	Iteration 45Q: 3 clusters Score -2.117123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -21171218.000000 Penalty: 13999.725586
	Iteration 46Q: 3 clusters Score -2.117122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -21171220.000000 Penalty: 13999.725586
	Iteration 47Q: 3 clusters Score -2.117122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -21171228.000000 Penalty: 13999.725586
	Iteration 48Q: 3 clusters Score -2.117123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -21171222.000000 Penalty: 13999.725586
	Iteration 49Q: 3 clusters Score -2.117122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90844 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21171230.000000 Penalty: 13999.725586
	Iteration 50Q: 3 clusters Score -2.117123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90844 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21171244.000000 Penalty: 13999.725586
	Iteration 51Q: 3 clusters Score -2.117124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -21171238.000000 Penalty: 13999.725586
	Iteration 52Q: 3 clusters Score -2.117124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90844 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21171238.000000 Penalty: 13999.725586
	Iteration 53Q: 3 clusters Score -2.117124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90844 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21171238.000000 Penalty: 13999.725586
	Iteration 54F: 3 clusters Score -2.117124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -277307.843750 Penalty: 4378.361816
	Iteration 0F: 2 clusters Score -277307.8 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 624 members 
Entering Unmasked Estep 
Score: -272943.531250 Penalty: 8756.723633
	Iteration 0F: 3 clusters Score -272943.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -273411.437500 Penalty: 8756.723633
	Iteration 1F: 3 clusters Score -273411.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -273555.750000 Penalty: 8756.723633
	Iteration 2Q: 3 clusters Score -273555.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -273643.562500 Penalty: 8756.723633
	Iteration 3Q: 3 clusters Score -273643.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -273696.718750 Penalty: 8756.723633
	Iteration 4Q: 3 clusters Score -273696.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -273727.593750 Penalty: 8756.723633
	Iteration 5Q: 3 clusters Score -273727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -273752.968750 Penalty: 8756.723633
	Iteration 6Q: 3 clusters Score -273753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -273757.562500 Penalty: 8756.723633
	Iteration 7Q: 3 clusters Score -273757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -273761.406250 Penalty: 8756.723633
	Iteration 8Q: 3 clusters Score -273761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -273768.343750 Penalty: 8756.723633
	Iteration 9Q: 3 clusters Score -273768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -273772.343750 Penalty: 8756.723633
	Iteration 10Q: 3 clusters Score -273772.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -273772.343750 Penalty: 8756.723633
	Iteration 11F: 3 clusters Score -273772.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Entering Unmasked Estep 
Score: -5776803.500000 Penalty: 6213.801270
	Iteration 0F: 2 clusters Score -5776804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -5756819.000000 Penalty: 12427.602539
	Iteration 0F: 3 clusters Score -5756819 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5762335.000000 Penalty: 12427.602539
	Iteration 1F: 3 clusters Score -5762335 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -5763076.000000 Penalty: 12427.602539
	Iteration 2F: 3 clusters Score -5763076 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -5763577.500000 Penalty: 12427.602539
	Iteration 3Q: 3 clusters Score -5763578 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -5763973.500000 Penalty: 12427.602539
	Iteration 4Q: 3 clusters Score -5763974 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -5764346.000000 Penalty: 12427.602539
	Iteration 5Q: 3 clusters Score -5764346 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -5764736.000000 Penalty: 12427.602539
	Iteration 6Q: 3 clusters Score -5764736 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -5765263.000000 Penalty: 12427.602539
	Iteration 7Q: 3 clusters Score -5765263 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -5765854.500000 Penalty: 12427.602539
	Iteration 8Q: 3 clusters Score -5765854 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -5766543.000000 Penalty: 12427.602539
	Iteration 9Q: 3 clusters Score -5766543 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5767196.000000 Penalty: 12427.602539
	Iteration 10Q: 3 clusters Score -5767196 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -5767773.500000 Penalty: 12427.602539
	Iteration 11Q: 3 clusters Score -5767774 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -5768301.500000 Penalty: 12427.602539
	Iteration 12Q: 3 clusters Score -5768302 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -5768707.500000 Penalty: 12427.602539
	Iteration 13Q: 3 clusters Score -5768708 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -5769117.500000 Penalty: 12427.602539
	Iteration 14Q: 3 clusters Score -5769118 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5769566.000000 Penalty: 12427.602539
	Iteration 15Q: 3 clusters Score -5769566 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -5770056.500000 Penalty: 12427.602539
	Iteration 16Q: 3 clusters Score -5770056 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -5770619.500000 Penalty: 12427.602539
	Iteration 17Q: 3 clusters Score -5770620 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -5771267.500000 Penalty: 12427.602539
	Iteration 18Q: 3 clusters Score -5771268 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -5771820.000000 Penalty: 12427.602539
	Iteration 19Q: 3 clusters Score -5771820 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -5772323.000000 Penalty: 12427.602539
	Iteration 20F: 3 clusters Score -5772323 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -5772772.000000 Penalty: 12427.602539
	Iteration 21Q: 3 clusters Score -5772772 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -5773125.000000 Penalty: 12427.602539
	Iteration 22Q: 3 clusters Score -5773125 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -5773371.000000 Penalty: 12427.602539
	Iteration 23Q: 3 clusters Score -5773371 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -5773517.000000 Penalty: 12427.602539
	Iteration 24Q: 3 clusters Score -5773517 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5773643.000000 Penalty: 12427.602539
	Iteration 25Q: 3 clusters Score -5773643 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -5773760.000000 Penalty: 12427.602539
	Iteration 26Q: 3 clusters Score -5773760 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -5773876.500000 Penalty: 12427.602539
	Iteration 27Q: 3 clusters Score -5773876 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -5773996.500000 Penalty: 12427.602539
	Iteration 28Q: 3 clusters Score -5773996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -5774098.500000 Penalty: 12427.602539
	Iteration 29Q: 3 clusters Score -5774098 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5774194.000000 Penalty: 12427.602539
	Iteration 30Q: 3 clusters Score -5774194 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -5774274.000000 Penalty: 12427.602539
	Iteration 31Q: 3 clusters Score -5774274 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -5774386.500000 Penalty: 12427.602539
	Iteration 32Q: 3 clusters Score -5774386 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -5774435.000000 Penalty: 12427.602539
	Iteration 33Q: 3 clusters Score -5774435 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -5774507.500000 Penalty: 12427.602539
	Iteration 34Q: 3 clusters Score -5774508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -5774532.500000 Penalty: 12427.602539
	Iteration 35Q: 3 clusters Score -5774532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -5774553.500000 Penalty: 12427.602539
	Iteration 36Q: 3 clusters Score -5774554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5774565.000000 Penalty: 12427.602539
	Iteration 37Q: 3 clusters Score -5774565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5774560.000000 Penalty: 12427.602539
	Iteration 38Q: 3 clusters Score -5774560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5774564.000000 Penalty: 12427.602539
	Iteration 39Q: 3 clusters Score -5774564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -5774560.000000 Penalty: 12427.602539
	Iteration 40F: 3 clusters Score -5774560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -5774575.500000 Penalty: 12427.602539
	Iteration 41Q: 3 clusters Score -5774576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -5774578.000000 Penalty: 12427.602539
	Iteration 42Q: 3 clusters Score -5774578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -5774585.000000 Penalty: 12427.602539
	Iteration 43Q: 3 clusters Score -5774585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5774586.000000 Penalty: 12427.602539
	Iteration 44Q: 3 clusters Score -5774586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5774585.000000 Penalty: 12427.602539
	Iteration 45Q: 3 clusters Score -5774585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -5774580.500000 Penalty: 12427.602539
	Iteration 46Q: 3 clusters Score -5774580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -5774573.500000 Penalty: 12427.602539
	Iteration 47Q: 3 clusters Score -5774574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -5774579.500000 Penalty: 12427.602539
	Iteration 48Q: 3 clusters Score -5774580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -5774585.500000 Penalty: 12427.602539
	Iteration 49Q: 3 clusters Score -5774586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -5774583.500000 Penalty: 12427.602539
	Iteration 50Q: 3 clusters Score -5774584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -5774587.000000 Penalty: 12427.602539
	Iteration 51Q: 3 clusters Score -5774587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -5774584.500000 Penalty: 12427.602539
	Iteration 52Q: 3 clusters Score -5774584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5774582.500000 Penalty: 12427.602539
	Iteration 53Q: 3 clusters Score -5774582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -5774584.000000 Penalty: 12427.602539
	Iteration 54Q: 3 clusters Score -5774584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -5774580.500000 Penalty: 12427.602539
	Iteration 55Q: 3 clusters Score -5774580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5774580.000000 Penalty: 12427.602539
	Iteration 56Q: 3 clusters Score -5774580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5774580.000000 Penalty: 12427.602539
	Iteration 57F: 3 clusters Score -5774580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (111664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111664 members 
Entering Unmasked Estep 
Score: -25385482.000000 Penalty: 7119.240723
	Iteration 0F: 2 clusters Score -2.538548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -25309654.000000 Penalty: 14238.481445
	Iteration 0F: 3 clusters Score -2.530965e+07 nChanged 51237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -25338150.000000 Penalty: 14238.481445
	Iteration 1F: 3 clusters Score -2.533815e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -25339282.000000 Penalty: 14238.481445
	Iteration 2Q: 3 clusters Score -2.533928e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -25340214.000000 Penalty: 14238.481445
	Iteration 3Q: 3 clusters Score -2.534021e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -25341196.000000 Penalty: 14238.481445
	Iteration 4Q: 3 clusters Score -2.53412e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -25342062.000000 Penalty: 14238.481445
	Iteration 5Q: 3 clusters Score -2.534206e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -25343050.000000 Penalty: 14238.481445
	Iteration 6Q: 3 clusters Score -2.534305e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -25344366.000000 Penalty: 14238.481445
	Iteration 7Q: 3 clusters Score -2.534437e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -25346116.000000 Penalty: 14238.481445
	Iteration 8Q: 3 clusters Score -2.534612e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -25348566.000000 Penalty: 14238.481445
	Iteration 9Q: 3 clusters Score -2.534857e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -25352406.000000 Penalty: 14238.481445
	Iteration 10F: 3 clusters Score -2.535241e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86944 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -25357618.000000 Penalty: 14238.481445
	Iteration 11F: 3 clusters Score -2.535762e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -25363962.000000 Penalty: 14238.481445
	Iteration 12F: 3 clusters Score -2.536396e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101429 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -25370096.000000 Penalty: 14238.481445
	Iteration 13F: 3 clusters Score -2.53701e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106347 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -25374602.000000 Penalty: 14238.481445
	Iteration 14Q: 3 clusters Score -2.53746e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109023 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -25377048.000000 Penalty: 14238.481445
	Iteration 15Q: 3 clusters Score -2.537705e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110213 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -25378092.000000 Penalty: 14238.481445
	Iteration 16Q: 3 clusters Score -2.537809e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -25378606.000000 Penalty: 14238.481445
	Iteration 17Q: 3 clusters Score -2.537861e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -25378850.000000 Penalty: 14238.481445
	Iteration 18Q: 3 clusters Score -2.537885e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110956 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -25378936.000000 Penalty: 14238.481445
	Iteration 19Q: 3 clusters Score -2.537894e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110998 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -25378980.000000 Penalty: 14238.481445
	Iteration 20F: 3 clusters Score -2.537898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -25379032.000000 Penalty: 14238.481445
	Iteration 21Q: 3 clusters Score -2.537903e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111036 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -25379060.000000 Penalty: 14238.481445
	Iteration 22Q: 3 clusters Score -2.537906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111046 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -25379082.000000 Penalty: 14238.481445
	Iteration 23Q: 3 clusters Score -2.537908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111057 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -25379106.000000 Penalty: 14238.481445
	Iteration 24Q: 3 clusters Score -2.537911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111065 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -25379126.000000 Penalty: 14238.481445
	Iteration 25Q: 3 clusters Score -2.537913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111070 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -25379136.000000 Penalty: 14238.481445
	Iteration 26Q: 3 clusters Score -2.537914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111071 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -25379158.000000 Penalty: 14238.481445
	Iteration 27Q: 3 clusters Score -2.537916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -25379158.000000 Penalty: 14238.481445
	Iteration 28Q: 3 clusters Score -2.537916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -25379164.000000 Penalty: 14238.481445
	Iteration 29Q: 3 clusters Score -2.537916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -25379174.000000 Penalty: 14238.481445
	Iteration 30Q: 3 clusters Score -2.537917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -25379170.000000 Penalty: 14238.481445
	Iteration 31Q: 3 clusters Score -2.537917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -25379188.000000 Penalty: 14238.481445
	Iteration 32Q: 3 clusters Score -2.537919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -25379198.000000 Penalty: 14238.481445
	Iteration 33Q: 3 clusters Score -2.53792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -25379196.000000 Penalty: 14238.481445
	Iteration 34Q: 3 clusters Score -2.53792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -25379196.000000 Penalty: 14238.481445
	Iteration 35F: 3 clusters Score -2.53792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Entering Unmasked Estep 
Score: -6997427.500000 Penalty: 6357.693359
	Iteration 0F: 2 clusters Score -6997428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -6973259.500000 Penalty: 12715.386719
	Iteration 0F: 3 clusters Score -6973260 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -6980489.000000 Penalty: 12715.386719
	Iteration 1F: 3 clusters Score -6980489 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -6981504.000000 Penalty: 12715.386719
	Iteration 2F: 3 clusters Score -6981504 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -6982465.500000 Penalty: 12715.386719
	Iteration 3F: 3 clusters Score -6982466 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -6983442.000000 Penalty: 12715.386719
	Iteration 4F: 3 clusters Score -6983442 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -6984505.000000 Penalty: 12715.386719
	Iteration 5F: 3 clusters Score -6984505 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -6985960.000000 Penalty: 12715.386719
	Iteration 6F: 3 clusters Score -6985960 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -6987634.500000 Penalty: 12715.386719
	Iteration 7F: 3 clusters Score -6987634 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -6989486.000000 Penalty: 12715.386719
	Iteration 8F: 3 clusters Score -6989486 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -6991273.500000 Penalty: 12715.386719
	Iteration 9F: 3 clusters Score -6991274 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -6992665.500000 Penalty: 12715.386719
	Iteration 10Q: 3 clusters Score -6992666 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -6993777.000000 Penalty: 12715.386719
	Iteration 11Q: 3 clusters Score -6993777 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -6994541.000000 Penalty: 12715.386719
	Iteration 12Q: 3 clusters Score -6994541 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -6995088.500000 Penalty: 12715.386719
	Iteration 13Q: 3 clusters Score -6995088 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -6995466.500000 Penalty: 12715.386719
	Iteration 14Q: 3 clusters Score -6995466 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -6995679.000000 Penalty: 12715.386719
	Iteration 15Q: 3 clusters Score -6995679 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -6995859.000000 Penalty: 12715.386719
	Iteration 16Q: 3 clusters Score -6995859 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -6996003.500000 Penalty: 12715.386719
	Iteration 17Q: 3 clusters Score -6996004 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -6996073.000000 Penalty: 12715.386719
	Iteration 18Q: 3 clusters Score -6996073 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -6996130.500000 Penalty: 12715.386719
	Iteration 19Q: 3 clusters Score -6996130 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -6996187.000000 Penalty: 12715.386719
	Iteration 20F: 3 clusters Score -6996187 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -6996198.500000 Penalty: 12715.386719
	Iteration 21Q: 3 clusters Score -6996198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -6996224.500000 Penalty: 12715.386719
	Iteration 22Q: 3 clusters Score -6996224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -6996260.500000 Penalty: 12715.386719
	Iteration 23Q: 3 clusters Score -6996260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -6996274.500000 Penalty: 12715.386719
	Iteration 24Q: 3 clusters Score -6996274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -6996273.500000 Penalty: 12715.386719
	Iteration 25Q: 3 clusters Score -6996274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -6996302.000000 Penalty: 12715.386719
	Iteration 26Q: 3 clusters Score -6996302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -6996324.500000 Penalty: 12715.386719
	Iteration 27Q: 3 clusters Score -6996324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -6996327.500000 Penalty: 12715.386719
	Iteration 28Q: 3 clusters Score -6996328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -6996323.500000 Penalty: 12715.386719
	Iteration 29Q: 3 clusters Score -6996324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -6996330.000000 Penalty: 12715.386719
	Iteration 30Q: 3 clusters Score -6996330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -6996331.500000 Penalty: 12715.386719
	Iteration 31Q: 3 clusters Score -6996332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -6996333.500000 Penalty: 12715.386719
	Iteration 32Q: 3 clusters Score -6996334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -6996335.000000 Penalty: 12715.386719
	Iteration 33Q: 3 clusters Score -6996335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -6996343.000000 Penalty: 12715.386719
	Iteration 34Q: 3 clusters Score -6996343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -6996343.000000 Penalty: 12715.386719
	Iteration 35F: 3 clusters Score -6996343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (145864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145864 members 
Entering Unmasked Estep 
Score: -33292732.000000 Penalty: 7282.888184
	Iteration 0F: 2 clusters Score -3.329273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -33205736.000000 Penalty: 14565.776367
	Iteration 0F: 3 clusters Score -3.320574e+07 nChanged 67671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -33242964.000000 Penalty: 14565.776367
	Iteration 1F: 3 clusters Score -3.324296e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -33244404.000000 Penalty: 14565.776367
	Iteration 2Q: 3 clusters Score -3.32444e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -33245538.000000 Penalty: 14565.776367
	Iteration 3Q: 3 clusters Score -3.324554e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -33246752.000000 Penalty: 14565.776367
	Iteration 4Q: 3 clusters Score -3.324675e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 81684 members 
Entering Unmasked Estep 
Score: -33248430.000000 Penalty: 14565.776367
	Iteration 5Q: 3 clusters Score -3.324843e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 85675 members 
Entering Unmasked Estep 
Score: -33250942.000000 Penalty: 14565.776367
	Iteration 6Q: 3 clusters Score -3.325094e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -33254374.000000 Penalty: 14565.776367
	Iteration 7Q: 3 clusters Score -3.325437e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -33259494.000000 Penalty: 14565.776367
	Iteration 8F: 3 clusters Score -3.325949e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -33265698.000000 Penalty: 14565.776367
	Iteration 9F: 3 clusters Score -3.32657e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 114734 members 
Entering Unmasked Estep 
Score: -33272760.000000 Penalty: 14565.776367
	Iteration 10F: 3 clusters Score -3.327276e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 122582 members 
Entering Unmasked Estep 
Score: -33278280.000000 Penalty: 14565.776367
	Iteration 11F: 3 clusters Score -3.327828e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 129146 members 
Entering Unmasked Estep 
Score: -33282030.000000 Penalty: 14565.776367
	Iteration 12Q: 3 clusters Score -3.328203e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 133987 members 
Entering Unmasked Estep 
Score: -33284286.000000 Penalty: 14565.776367
	Iteration 13Q: 3 clusters Score -3.328429e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 137261 members 
Entering Unmasked Estep 
Score: -33285712.000000 Penalty: 14565.776367
	Iteration 14Q: 3 clusters Score -3.328571e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 139354 members 
Entering Unmasked Estep 
Score: -33286562.000000 Penalty: 14565.776367
	Iteration 15Q: 3 clusters Score -3.328656e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 140643 members 
Entering Unmasked Estep 
Score: -33287008.000000 Penalty: 14565.776367
	Iteration 16Q: 3 clusters Score -3.328701e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -33287296.000000 Penalty: 14565.776367
	Iteration 17Q: 3 clusters Score -3.32873e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 141884 members 
Entering Unmasked Estep 
Score: -33287590.000000 Penalty: 14565.776367
	Iteration 18Q: 3 clusters Score -3.328759e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 142163 members 
Entering Unmasked Estep 
Score: -33287786.000000 Penalty: 14565.776367
	Iteration 19Q: 3 clusters Score -3.328779e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 142353 members 
Entering Unmasked Estep 
Score: -33287990.000000 Penalty: 14565.776367
	Iteration 20F: 3 clusters Score -3.328799e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 142476 members 
Entering Unmasked Estep 
Score: -33288024.000000 Penalty: 14565.776367
	Iteration 21Q: 3 clusters Score -3.328802e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 142571 members 
Entering Unmasked Estep 
Score: -33288088.000000 Penalty: 14565.776367
	Iteration 22Q: 3 clusters Score -3.328809e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 142635 members 
Entering Unmasked Estep 
Score: -33288106.000000 Penalty: 14565.776367
	Iteration 23Q: 3 clusters Score -3.328811e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -33288112.000000 Penalty: 14565.776367
	Iteration 24Q: 3 clusters Score -3.328811e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 142721 members 
Entering Unmasked Estep 
Score: -33288124.000000 Penalty: 14565.776367
	Iteration 25Q: 3 clusters Score -3.328812e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 142735 members 
Entering Unmasked Estep 
Score: -33288150.000000 Penalty: 14565.776367
	Iteration 26Q: 3 clusters Score -3.328815e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 142751 members 
Entering Unmasked Estep 
Score: -33288146.000000 Penalty: 14565.776367
	Iteration 27Q: 3 clusters Score -3.328815e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 142762 members 
Entering Unmasked Estep 
Score: -33288160.000000 Penalty: 14565.776367
	Iteration 28Q: 3 clusters Score -3.328816e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 142781 members 
Entering Unmasked Estep 
Score: -33288168.000000 Penalty: 14565.776367
	Iteration 29Q: 3 clusters Score -3.328817e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 142799 members 
Entering Unmasked Estep 
Score: -33288176.000000 Penalty: 14565.776367
	Iteration 30Q: 3 clusters Score -3.328818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 142806 members 
Entering Unmasked Estep 
Score: -33288214.000000 Penalty: 14565.776367
	Iteration 31Q: 3 clusters Score -3.328821e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 142816 members 
Entering Unmasked Estep 
Score: -33288256.000000 Penalty: 14565.776367
	Iteration 32Q: 3 clusters Score -3.328826e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -33288246.000000 Penalty: 14565.776367
	Iteration 33Q: 3 clusters Score -3.328825e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 142832 members 
Entering Unmasked Estep 
Score: -33288262.000000 Penalty: 14565.776367
	Iteration 34Q: 3 clusters Score -3.328826e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 142839 members 
Entering Unmasked Estep 
Score: -33288266.000000 Penalty: 14565.776367
	Iteration 35Q: 3 clusters Score -3.328827e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 142844 members 
Entering Unmasked Estep 
Score: -33288274.000000 Penalty: 14565.776367
	Iteration 36Q: 3 clusters Score -3.328827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 142847 members 
Entering Unmasked Estep 
Score: -33288278.000000 Penalty: 14565.776367
	Iteration 37Q: 3 clusters Score -3.328828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 142850 members 
Entering Unmasked Estep 
Score: -33288308.000000 Penalty: 14565.776367
	Iteration 38Q: 3 clusters Score -3.328831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 142858 members 
Entering Unmasked Estep 
Score: -33288296.000000 Penalty: 14565.776367
	Iteration 39Q: 3 clusters Score -3.32883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 142863 members 
Entering Unmasked Estep 
Score: -33288292.000000 Penalty: 14565.776367
	Iteration 40F: 3 clusters Score -3.328829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 142863 members 
Entering Unmasked Estep 
Score: -33288296.000000 Penalty: 14565.776367
	Iteration 41Q: 3 clusters Score -3.32883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 142864 members 
Entering Unmasked Estep 
Score: -33288304.000000 Penalty: 14565.776367
	Iteration 42Q: 3 clusters Score -3.32883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 142865 members 
Entering Unmasked Estep 
Score: -33288310.000000 Penalty: 14565.776367
	Iteration 43Q: 3 clusters Score -3.328831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 142869 members 
Entering Unmasked Estep 
Score: -33288322.000000 Penalty: 14565.776367
	Iteration 44Q: 3 clusters Score -3.328832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 142875 members 
Entering Unmasked Estep 
Score: -33288316.000000 Penalty: 14565.776367
	Iteration 45Q: 3 clusters Score -3.328832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 142880 members 
Entering Unmasked Estep 
Score: -33288328.000000 Penalty: 14565.776367
	Iteration 46Q: 3 clusters Score -3.328833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 142880 members 
Entering Unmasked Estep 
Score: -33288370.000000 Penalty: 14565.776367
	Iteration 47Q: 3 clusters Score -3.328837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 142881 members 
Entering Unmasked Estep 
Score: -33288324.000000 Penalty: 14565.776367
	Iteration 48Q: 3 clusters Score -3.328832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 142880 members 
Entering Unmasked Estep 
Score: -33288320.000000 Penalty: 14565.776367
	Iteration 49Q: 3 clusters Score -3.328832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 142882 members 
Entering Unmasked Estep 
Score: -33288320.000000 Penalty: 14565.776367
	Iteration 50Q: 3 clusters Score -3.328832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 142882 members 
Entering Unmasked Estep 
Score: -33288324.000000 Penalty: 14565.776367
	Iteration 51Q: 3 clusters Score -3.328832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 142883 members 
Entering Unmasked Estep 
Score: -33288332.000000 Penalty: 14565.776367
	Iteration 52Q: 3 clusters Score -3.328833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 142883 members 
Entering Unmasked Estep 
Score: -33288332.000000 Penalty: 14565.776367
	Iteration 53F: 3 clusters Score -3.328833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Entering Unmasked Estep 
Score: -11191185.000000 Penalty: 6641.018066
	Iteration 0F: 2 clusters Score -1.119118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -11154701.000000 Penalty: 13282.036133
	Iteration 0F: 3 clusters Score -1.11547e+07 nChanged 22626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -11167305.000000 Penalty: 13282.036133
	Iteration 1F: 3 clusters Score -1.11673e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -11168691.000000 Penalty: 13282.036133
	Iteration 2F: 3 clusters Score -1.116869e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -11170267.000000 Penalty: 13282.036133
	Iteration 3F: 3 clusters Score -1.117027e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -11171789.000000 Penalty: 13282.036133
	Iteration 4F: 3 clusters Score -1.117179e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -11173286.000000 Penalty: 13282.036133
	Iteration 5F: 3 clusters Score -1.117329e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -11174807.000000 Penalty: 13282.036133
	Iteration 6F: 3 clusters Score -1.117481e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -11176223.000000 Penalty: 13282.036133
	Iteration 7F: 3 clusters Score -1.117622e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -11177398.000000 Penalty: 13282.036133
	Iteration 8Q: 3 clusters Score -1.11774e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -11178511.000000 Penalty: 13282.036133
	Iteration 9Q: 3 clusters Score -1.117851e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -11179367.000000 Penalty: 13282.036133
	Iteration 10Q: 3 clusters Score -1.117937e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -11180011.000000 Penalty: 13282.036133
	Iteration 11Q: 3 clusters Score -1.118001e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -11180618.000000 Penalty: 13282.036133
	Iteration 12Q: 3 clusters Score -1.118062e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -11181075.000000 Penalty: 13282.036133
	Iteration 13Q: 3 clusters Score -1.118108e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -11181505.000000 Penalty: 13282.036133
	Iteration 14Q: 3 clusters Score -1.11815e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -11181922.000000 Penalty: 13282.036133
	Iteration 15Q: 3 clusters Score -1.118192e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -11182215.000000 Penalty: 13282.036133
	Iteration 16Q: 3 clusters Score -1.118222e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -11182512.000000 Penalty: 13282.036133
	Iteration 17Q: 3 clusters Score -1.118251e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -11182743.000000 Penalty: 13282.036133
	Iteration 18Q: 3 clusters Score -1.118274e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -11182998.000000 Penalty: 13282.036133
	Iteration 19Q: 3 clusters Score -1.1183e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -11183256.000000 Penalty: 13282.036133
	Iteration 20F: 3 clusters Score -1.118326e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -11183530.000000 Penalty: 13282.036133
	Iteration 21Q: 3 clusters Score -1.118353e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -11183774.000000 Penalty: 13282.036133
	Iteration 22Q: 3 clusters Score -1.118377e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -11183973.000000 Penalty: 13282.036133
	Iteration 23Q: 3 clusters Score -1.118397e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -11184134.000000 Penalty: 13282.036133
	Iteration 24Q: 3 clusters Score -1.118413e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -11184327.000000 Penalty: 13282.036133
	Iteration 25Q: 3 clusters Score -1.118433e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -11184522.000000 Penalty: 13282.036133
	Iteration 26Q: 3 clusters Score -1.118452e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -11184683.000000 Penalty: 13282.036133
	Iteration 27Q: 3 clusters Score -1.118468e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -11184826.000000 Penalty: 13282.036133
	Iteration 28Q: 3 clusters Score -1.118483e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -11184942.000000 Penalty: 13282.036133
	Iteration 29Q: 3 clusters Score -1.118494e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -11185057.000000 Penalty: 13282.036133
	Iteration 30Q: 3 clusters Score -1.118506e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -11185184.000000 Penalty: 13282.036133
	Iteration 31Q: 3 clusters Score -1.118518e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -11185246.000000 Penalty: 13282.036133
	Iteration 32Q: 3 clusters Score -1.118525e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -11185324.000000 Penalty: 13282.036133
	Iteration 33Q: 3 clusters Score -1.118532e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -11185436.000000 Penalty: 13282.036133
	Iteration 34Q: 3 clusters Score -1.118544e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -11185496.000000 Penalty: 13282.036133
	Iteration 35Q: 3 clusters Score -1.11855e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -11185551.000000 Penalty: 13282.036133
	Iteration 36Q: 3 clusters Score -1.118555e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -11185598.000000 Penalty: 13282.036133
	Iteration 37Q: 3 clusters Score -1.11856e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -11185631.000000 Penalty: 13282.036133
	Iteration 38Q: 3 clusters Score -1.118563e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -11185683.000000 Penalty: 13282.036133
	Iteration 39Q: 3 clusters Score -1.118568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -11185712.000000 Penalty: 13282.036133
	Iteration 40F: 3 clusters Score -1.118571e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -11185726.000000 Penalty: 13282.036133
	Iteration 41Q: 3 clusters Score -1.118573e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -11185748.000000 Penalty: 13282.036133
	Iteration 42Q: 3 clusters Score -1.118575e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -11185764.000000 Penalty: 13282.036133
	Iteration 43Q: 3 clusters Score -1.118576e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -11185758.000000 Penalty: 13282.036133
	Iteration 44Q: 3 clusters Score -1.118576e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -11185776.000000 Penalty: 13282.036133
	Iteration 45Q: 3 clusters Score -1.118578e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -11185822.000000 Penalty: 13282.036133
	Iteration 46Q: 3 clusters Score -1.118582e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -11185834.000000 Penalty: 13282.036133
	Iteration 47Q: 3 clusters Score -1.118583e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -11185851.000000 Penalty: 13282.036133
	Iteration 48Q: 3 clusters Score -1.118585e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -11185872.000000 Penalty: 13282.036133
	Iteration 49Q: 3 clusters Score -1.118587e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -11185882.000000 Penalty: 13282.036133
	Iteration 50Q: 3 clusters Score -1.118588e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -11185882.000000 Penalty: 13282.036133
	Iteration 51Q: 3 clusters Score -1.118588e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -11185897.000000 Penalty: 13282.036133
	Iteration 52Q: 3 clusters Score -1.11859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -11185885.000000 Penalty: 13282.036133
	Iteration 53Q: 3 clusters Score -1.118588e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -11185888.000000 Penalty: 13282.036133
	Iteration 54Q: 3 clusters Score -1.118589e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -11185887.000000 Penalty: 13282.036133
	Iteration 55Q: 3 clusters Score -1.118589e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -11185910.000000 Penalty: 13282.036133
	Iteration 56Q: 3 clusters Score -1.118591e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -11185921.000000 Penalty: 13282.036133
	Iteration 57Q: 3 clusters Score -1.118592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -11185931.000000 Penalty: 13282.036133
	Iteration 58Q: 3 clusters Score -1.118593e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -11185935.000000 Penalty: 13282.036133
	Iteration 59Q: 3 clusters Score -1.118594e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -11185934.000000 Penalty: 13282.036133
	Iteration 60F: 3 clusters Score -1.118593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -11185943.000000 Penalty: 13282.036133
	Iteration 61Q: 3 clusters Score -1.118594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -11185942.000000 Penalty: 13282.036133
	Iteration 62Q: 3 clusters Score -1.118594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -11185942.000000 Penalty: 13282.036133
	Iteration 63Q: 3 clusters Score -1.118594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -11185952.000000 Penalty: 13282.036133
	Iteration 64Q: 3 clusters Score -1.118595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -11185937.000000 Penalty: 13282.036133
	Iteration 65Q: 3 clusters Score -1.118594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -11185941.000000 Penalty: 13282.036133
	Iteration 66Q: 3 clusters Score -1.118594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -11185956.000000 Penalty: 13282.036133
	Iteration 67Q: 3 clusters Score -1.118596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -11185957.000000 Penalty: 13282.036133
	Iteration 68Q: 3 clusters Score -1.118596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -11185940.000000 Penalty: 13282.036133
	Iteration 69Q: 3 clusters Score -1.118594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -11185946.000000 Penalty: 13282.036133
	Iteration 70Q: 3 clusters Score -1.118595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -11185948.000000 Penalty: 13282.036133
	Iteration 71Q: 3 clusters Score -1.118595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -11185960.000000 Penalty: 13282.036133
	Iteration 72Q: 3 clusters Score -1.118596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -11185960.000000 Penalty: 13282.036133
	Iteration 73F: 3 clusters Score -1.118596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Entering Unmasked Estep 
Score: -7913576.500000 Penalty: 6422.801270
	Iteration 0F: 2 clusters Score -7913576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -7887071.500000 Penalty: 12845.602539
	Iteration 0F: 3 clusters Score -7887072 nChanged 15339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -7895273.000000 Penalty: 12845.602539
	Iteration 1F: 3 clusters Score -7895273 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -7896309.500000 Penalty: 12845.602539
	Iteration 2F: 3 clusters Score -7896310 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -7897302.000000 Penalty: 12845.602539
	Iteration 3F: 3 clusters Score -7897302 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -7898240.500000 Penalty: 12845.602539
	Iteration 4F: 3 clusters Score -7898240 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -7899206.500000 Penalty: 12845.602539
	Iteration 5Q: 3 clusters Score -7899206 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -7900091.000000 Penalty: 12845.602539
	Iteration 6Q: 3 clusters Score -7900091 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -7901007.000000 Penalty: 12845.602539
	Iteration 7Q: 3 clusters Score -7901007 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -7901870.500000 Penalty: 12845.602539
	Iteration 8Q: 3 clusters Score -7901870 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -7902578.000000 Penalty: 12845.602539
	Iteration 9Q: 3 clusters Score -7902578 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -7903204.000000 Penalty: 12845.602539
	Iteration 10Q: 3 clusters Score -7903204 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -7903784.000000 Penalty: 12845.602539
	Iteration 11Q: 3 clusters Score -7903784 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -7904191.000000 Penalty: 12845.602539
	Iteration 12Q: 3 clusters Score -7904191 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -7904507.500000 Penalty: 12845.602539
	Iteration 13Q: 3 clusters Score -7904508 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -7904785.500000 Penalty: 12845.602539
	Iteration 14Q: 3 clusters Score -7904786 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -7905028.000000 Penalty: 12845.602539
	Iteration 15Q: 3 clusters Score -7905028 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -7905237.000000 Penalty: 12845.602539
	Iteration 16Q: 3 clusters Score -7905237 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -7905395.000000 Penalty: 12845.602539
	Iteration 17Q: 3 clusters Score -7905395 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -7905570.500000 Penalty: 12845.602539
	Iteration 18Q: 3 clusters Score -7905570 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -7905788.500000 Penalty: 12845.602539
	Iteration 19Q: 3 clusters Score -7905788 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -7906023.000000 Penalty: 12845.602539
	Iteration 20F: 3 clusters Score -7906023 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -7906306.500000 Penalty: 12845.602539
	Iteration 21Q: 3 clusters Score -7906306 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -7906492.500000 Penalty: 12845.602539
	Iteration 22Q: 3 clusters Score -7906492 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -7906693.500000 Penalty: 12845.602539
	Iteration 23Q: 3 clusters Score -7906694 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -7906812.000000 Penalty: 12845.602539
	Iteration 24Q: 3 clusters Score -7906812 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -7906973.000000 Penalty: 12845.602539
	Iteration 25Q: 3 clusters Score -7906973 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -7907119.500000 Penalty: 12845.602539
	Iteration 26Q: 3 clusters Score -7907120 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -7907249.000000 Penalty: 12845.602539
	Iteration 27Q: 3 clusters Score -7907249 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -7907383.000000 Penalty: 12845.602539
	Iteration 28Q: 3 clusters Score -7907383 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -7907534.000000 Penalty: 12845.602539
	Iteration 29Q: 3 clusters Score -7907534 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -7907678.500000 Penalty: 12845.602539
	Iteration 30Q: 3 clusters Score -7907678 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -7907875.000000 Penalty: 12845.602539
	Iteration 31Q: 3 clusters Score -7907875 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -7908075.500000 Penalty: 12845.602539
	Iteration 32Q: 3 clusters Score -7908076 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -7908300.500000 Penalty: 12845.602539
	Iteration 33Q: 3 clusters Score -7908300 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -7908533.000000 Penalty: 12845.602539
	Iteration 34Q: 3 clusters Score -7908533 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -7908721.500000 Penalty: 12845.602539
	Iteration 35Q: 3 clusters Score -7908722 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -7908875.000000 Penalty: 12845.602539
	Iteration 36Q: 3 clusters Score -7908875 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -7909004.500000 Penalty: 12845.602539
	Iteration 37Q: 3 clusters Score -7909004 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -7909108.500000 Penalty: 12845.602539
	Iteration 38Q: 3 clusters Score -7909108 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -7909142.000000 Penalty: 12845.602539
	Iteration 39Q: 3 clusters Score -7909142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -7909193.500000 Penalty: 12845.602539
	Iteration 40F: 3 clusters Score -7909194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -7909206.500000 Penalty: 12845.602539
	Iteration 41Q: 3 clusters Score -7909206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -7909220.500000 Penalty: 12845.602539
	Iteration 42Q: 3 clusters Score -7909220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -7909237.000000 Penalty: 12845.602539
	Iteration 43Q: 3 clusters Score -7909237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -7909238.500000 Penalty: 12845.602539
	Iteration 44Q: 3 clusters Score -7909238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -7909248.500000 Penalty: 12845.602539
	Iteration 45Q: 3 clusters Score -7909248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -7909266.500000 Penalty: 12845.602539
	Iteration 46Q: 3 clusters Score -7909266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -7909273.000000 Penalty: 12845.602539
	Iteration 47Q: 3 clusters Score -7909273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7909268.500000 Penalty: 12845.602539
	Iteration 48Q: 3 clusters Score -7909268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -7909272.500000 Penalty: 12845.602539
	Iteration 49Q: 3 clusters Score -7909272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -7909274.500000 Penalty: 12845.602539
	Iteration 50Q: 3 clusters Score -7909274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -7909277.000000 Penalty: 12845.602539
	Iteration 51Q: 3 clusters Score -7909277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -7909269.500000 Penalty: 12845.602539
	Iteration 52Q: 3 clusters Score -7909270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -7909275.500000 Penalty: 12845.602539
	Iteration 53Q: 3 clusters Score -7909276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -7909271.500000 Penalty: 12845.602539
	Iteration 54Q: 3 clusters Score -7909272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7909269.000000 Penalty: 12845.602539
	Iteration 55Q: 3 clusters Score -7909269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7909263.000000 Penalty: 12845.602539
	Iteration 56Q: 3 clusters Score -7909263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -7909261.500000 Penalty: 12845.602539
	Iteration 57Q: 3 clusters Score -7909262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -7909275.500000 Penalty: 12845.602539
	Iteration 58Q: 3 clusters Score -7909276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -7909266.500000 Penalty: 12845.602539
	Iteration 59Q: 3 clusters Score -7909266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -7909271.000000 Penalty: 12845.602539
	Iteration 60F: 3 clusters Score -7909271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -7909269.500000 Penalty: 12845.602539
	Iteration 61Q: 3 clusters Score -7909270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -7909279.000000 Penalty: 12845.602539
	Iteration 62Q: 3 clusters Score -7909279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7909281.000000 Penalty: 12845.602539
	Iteration 63Q: 3 clusters Score -7909281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -7909275.000000 Penalty: 12845.602539
	Iteration 64Q: 3 clusters Score -7909275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7909273.000000 Penalty: 12845.602539
	Iteration 65Q: 3 clusters Score -7909273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -7909271.500000 Penalty: 12845.602539
	Iteration 66Q: 3 clusters Score -7909272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7909271.000000 Penalty: 12845.602539
	Iteration 67Q: 3 clusters Score -7909271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -7909273.500000 Penalty: 12845.602539
	Iteration 68Q: 3 clusters Score -7909274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -7909281.000000 Penalty: 12845.602539
	Iteration 69Q: 3 clusters Score -7909281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -7909281.000000 Penalty: 12845.602539
	Iteration 70F: 3 clusters Score -7909281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Entering Unmasked Estep 
Score: -3912477.250000 Penalty: 5968.393555
	Iteration 0F: 2 clusters Score -3912477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3897737.000000 Penalty: 11936.787109
	Iteration 0F: 3 clusters Score -3897737 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3901224.750000 Penalty: 11936.787109
	Iteration 1F: 3 clusters Score -3901225 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3901802.000000 Penalty: 11936.787109
	Iteration 2F: 3 clusters Score -3901802 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3902154.250000 Penalty: 11936.787109
	Iteration 3Q: 3 clusters Score -3902154 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3902414.500000 Penalty: 11936.787109
	Iteration 4Q: 3 clusters Score -3902414 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3902614.250000 Penalty: 11936.787109
	Iteration 5Q: 3 clusters Score -3902614 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3902775.500000 Penalty: 11936.787109
	Iteration 6Q: 3 clusters Score -3902776 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3902907.250000 Penalty: 11936.787109
	Iteration 7Q: 3 clusters Score -3902907 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3903024.000000 Penalty: 11936.787109
	Iteration 8Q: 3 clusters Score -3903024 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3903138.750000 Penalty: 11936.787109
	Iteration 9Q: 3 clusters Score -3903139 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3903259.750000 Penalty: 11936.787109
	Iteration 10Q: 3 clusters Score -3903260 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3903376.500000 Penalty: 11936.787109
	Iteration 11Q: 3 clusters Score -3903376 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3903541.000000 Penalty: 11936.787109
	Iteration 12Q: 3 clusters Score -3903541 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3903718.750000 Penalty: 11936.787109
	Iteration 13Q: 3 clusters Score -3903719 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3903930.750000 Penalty: 11936.787109
	Iteration 14Q: 3 clusters Score -3903931 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3904168.750000 Penalty: 11936.787109
	Iteration 15Q: 3 clusters Score -3904169 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3904429.000000 Penalty: 11936.787109
	Iteration 16Q: 3 clusters Score -3904429 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3904750.500000 Penalty: 11936.787109
	Iteration 17Q: 3 clusters Score -3904750 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3905145.000000 Penalty: 11936.787109
	Iteration 18Q: 3 clusters Score -3905145 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3905487.500000 Penalty: 11936.787109
	Iteration 19Q: 3 clusters Score -3905488 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3905819.500000 Penalty: 11936.787109
	Iteration 20F: 3 clusters Score -3905820 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3906113.750000 Penalty: 11936.787109
	Iteration 21Q: 3 clusters Score -3906114 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3906367.500000 Penalty: 11936.787109
	Iteration 22Q: 3 clusters Score -3906368 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3906571.250000 Penalty: 11936.787109
	Iteration 23Q: 3 clusters Score -3906571 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3906752.250000 Penalty: 11936.787109
	Iteration 24Q: 3 clusters Score -3906752 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3906878.250000 Penalty: 11936.787109
	Iteration 25Q: 3 clusters Score -3906878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3906965.000000 Penalty: 11936.787109
	Iteration 26Q: 3 clusters Score -3906965 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3907052.000000 Penalty: 11936.787109
	Iteration 27Q: 3 clusters Score -3907052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3907098.500000 Penalty: 11936.787109
	Iteration 28Q: 3 clusters Score -3907098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -3907128.750000 Penalty: 11936.787109
	Iteration 29Q: 3 clusters Score -3907129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3907152.000000 Penalty: 11936.787109
	Iteration 30Q: 3 clusters Score -3907152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3907166.500000 Penalty: 11936.787109
	Iteration 31Q: 3 clusters Score -3907166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3907183.750000 Penalty: 11936.787109
	Iteration 32Q: 3 clusters Score -3907184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3907201.250000 Penalty: 11936.787109
	Iteration 33Q: 3 clusters Score -3907201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3907215.250000 Penalty: 11936.787109
	Iteration 34Q: 3 clusters Score -3907215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3907228.750000 Penalty: 11936.787109
	Iteration 35Q: 3 clusters Score -3907229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3907233.250000 Penalty: 11936.787109
	Iteration 36Q: 3 clusters Score -3907233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3907244.000000 Penalty: 11936.787109
	Iteration 37Q: 3 clusters Score -3907244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3907243.750000 Penalty: 11936.787109
	Iteration 38Q: 3 clusters Score -3907244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3907254.000000 Penalty: 11936.787109
	Iteration 39Q: 3 clusters Score -3907254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3907262.250000 Penalty: 11936.787109
	Iteration 40F: 3 clusters Score -3907262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3907263.250000 Penalty: 11936.787109
	Iteration 41Q: 3 clusters Score -3907263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3907262.000000 Penalty: 11936.787109
	Iteration 42Q: 3 clusters Score -3907262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3907255.000000 Penalty: 11936.787109
	Iteration 43Q: 3 clusters Score -3907255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3907260.250000 Penalty: 11936.787109
	Iteration 44Q: 3 clusters Score -3907260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3907260.250000 Penalty: 11936.787109
	Iteration 45F: 3 clusters Score -3907260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (97960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97960 members 
Entering Unmasked Estep 
Score: -22365900.000000 Penalty: 7039.042480
	Iteration 0F: 2 clusters Score -2.23659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -22299636.000000 Penalty: 14078.084961
	Iteration 0F: 3 clusters Score -2.229964e+07 nChanged 44670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -22323740.000000 Penalty: 14078.084961
	Iteration 1F: 3 clusters Score -2.232374e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -22324872.000000 Penalty: 14078.084961
	Iteration 2Q: 3 clusters Score -2.232487e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -22325790.000000 Penalty: 14078.084961
	Iteration 3Q: 3 clusters Score -2.232579e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -22326894.000000 Penalty: 14078.084961
	Iteration 4Q: 3 clusters Score -2.232689e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -22328372.000000 Penalty: 14078.084961
	Iteration 5Q: 3 clusters Score -2.232837e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -22330780.000000 Penalty: 14078.084961
	Iteration 6Q: 3 clusters Score -2.233078e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -22334212.000000 Penalty: 14078.084961
	Iteration 7F: 3 clusters Score -2.233421e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -22338588.000000 Penalty: 14078.084961
	Iteration 8F: 3 clusters Score -2.233859e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -22342952.000000 Penalty: 14078.084961
	Iteration 9F: 3 clusters Score -2.234295e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -22347346.000000 Penalty: 14078.084961
	Iteration 10F: 3 clusters Score -2.234735e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -22352030.000000 Penalty: 14078.084961
	Iteration 11F: 3 clusters Score -2.235203e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -22357278.000000 Penalty: 14078.084961
	Iteration 12F: 3 clusters Score -2.235728e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -22362596.000000 Penalty: 14078.084961
	Iteration 13F: 3 clusters Score -2.23626e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -22366438.000000 Penalty: 14078.084961
	Iteration 14Q: 3 clusters Score -2.236644e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -22368648.000000 Penalty: 14078.084961
	Iteration 15Q: 3 clusters Score -2.236865e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -22369906.000000 Penalty: 14078.084961
	Iteration 16Q: 3 clusters Score -2.236991e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -22370546.000000 Penalty: 14078.084961
	Iteration 17Q: 3 clusters Score -2.237055e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -22370778.000000 Penalty: 14078.084961
	Iteration 18Q: 3 clusters Score -2.237078e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -22371026.000000 Penalty: 14078.084961
	Iteration 19Q: 3 clusters Score -2.237103e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -22371178.000000 Penalty: 14078.084961
	Iteration 20F: 3 clusters Score -2.237118e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -22371214.000000 Penalty: 14078.084961
	Iteration 21Q: 3 clusters Score -2.237121e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -22371256.000000 Penalty: 14078.084961
	Iteration 22Q: 3 clusters Score -2.237126e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -22371348.000000 Penalty: 14078.084961
	Iteration 23Q: 3 clusters Score -2.237135e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -22371410.000000 Penalty: 14078.084961
	Iteration 24Q: 3 clusters Score -2.237141e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -22371392.000000 Penalty: 14078.084961
	Iteration 25Q: 3 clusters Score -2.237139e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -22371378.000000 Penalty: 14078.084961
	Iteration 26Q: 3 clusters Score -2.237138e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -22371412.000000 Penalty: 14078.084961
	Iteration 27Q: 3 clusters Score -2.237141e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -22371400.000000 Penalty: 14078.084961
	Iteration 28Q: 3 clusters Score -2.23714e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -22371346.000000 Penalty: 14078.084961
	Iteration 29Q: 3 clusters Score -2.237135e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -22371356.000000 Penalty: 14078.084961
	Iteration 30Q: 3 clusters Score -2.237136e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -22371388.000000 Penalty: 14078.084961
	Iteration 31Q: 3 clusters Score -2.237139e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -22371396.000000 Penalty: 14078.084961
	Iteration 32Q: 3 clusters Score -2.23714e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -22371428.000000 Penalty: 14078.084961
	Iteration 33Q: 3 clusters Score -2.237143e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -22371420.000000 Penalty: 14078.084961
	Iteration 34Q: 3 clusters Score -2.237142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -22371422.000000 Penalty: 14078.084961
	Iteration 35Q: 3 clusters Score -2.237142e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -22371438.000000 Penalty: 14078.084961
	Iteration 36Q: 3 clusters Score -2.237144e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -22371430.000000 Penalty: 14078.084961
	Iteration 37Q: 3 clusters Score -2.237143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -22371428.000000 Penalty: 14078.084961
	Iteration 38Q: 3 clusters Score -2.237143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -22371452.000000 Penalty: 14078.084961
	Iteration 39Q: 3 clusters Score -2.237145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -22371448.000000 Penalty: 14078.084961
	Iteration 40F: 3 clusters Score -2.237145e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -22371476.000000 Penalty: 14078.084961
	Iteration 41Q: 3 clusters Score -2.237148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -22371454.000000 Penalty: 14078.084961
	Iteration 42Q: 3 clusters Score -2.237145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -22371452.000000 Penalty: 14078.084961
	Iteration 43Q: 3 clusters Score -2.237145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -22371478.000000 Penalty: 14078.084961
	Iteration 44Q: 3 clusters Score -2.237148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -22371480.000000 Penalty: 14078.084961
	Iteration 45Q: 3 clusters Score -2.237148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -22371492.000000 Penalty: 14078.084961
	Iteration 46Q: 3 clusters Score -2.237149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -22371494.000000 Penalty: 14078.084961
	Iteration 47Q: 3 clusters Score -2.237149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -22371504.000000 Penalty: 14078.084961
	Iteration 48Q: 3 clusters Score -2.23715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -22371506.000000 Penalty: 14078.084961
	Iteration 49Q: 3 clusters Score -2.237151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -22371508.000000 Penalty: 14078.084961
	Iteration 50Q: 3 clusters Score -2.237151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -22371502.000000 Penalty: 14078.084961
	Iteration 51Q: 3 clusters Score -2.23715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -22371504.000000 Penalty: 14078.084961
	Iteration 52Q: 3 clusters Score -2.23715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -22371508.000000 Penalty: 14078.084961
	Iteration 53Q: 3 clusters Score -2.237151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -22371490.000000 Penalty: 14078.084961
	Iteration 54Q: 3 clusters Score -2.237149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -22371496.000000 Penalty: 14078.084961
	Iteration 55Q: 3 clusters Score -2.23715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -22371514.000000 Penalty: 14078.084961
	Iteration 56Q: 3 clusters Score -2.237151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -22371510.000000 Penalty: 14078.084961
	Iteration 57Q: 3 clusters Score -2.237151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -22371500.000000 Penalty: 14078.084961
	Iteration 58Q: 3 clusters Score -2.23715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -22371492.000000 Penalty: 14078.084961
	Iteration 59Q: 3 clusters Score -2.237149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -22371498.000000 Penalty: 14078.084961
	Iteration 60F: 3 clusters Score -2.23715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -22371498.000000 Penalty: 14078.084961
	Iteration 61Q: 3 clusters Score -2.23715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -22371492.000000 Penalty: 14078.084961
	Iteration 62Q: 3 clusters Score -2.237149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -22371474.000000 Penalty: 14078.084961
	Iteration 63Q: 3 clusters Score -2.237147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -22371496.000000 Penalty: 14078.084961
	Iteration 64Q: 3 clusters Score -2.23715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -22371504.000000 Penalty: 14078.084961
	Iteration 65Q: 3 clusters Score -2.23715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -22371494.000000 Penalty: 14078.084961
	Iteration 66Q: 3 clusters Score -2.237149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -22371506.000000 Penalty: 14078.084961
	Iteration 67Q: 3 clusters Score -2.237151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -22371504.000000 Penalty: 14078.084961
	Iteration 68Q: 3 clusters Score -2.23715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -22371508.000000 Penalty: 14078.084961
	Iteration 69Q: 3 clusters Score -2.237151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -22371512.000000 Penalty: 14078.084961
	Iteration 70Q: 3 clusters Score -2.237151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -22371506.000000 Penalty: 14078.084961
	Iteration 71Q: 3 clusters Score -2.237151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -22371506.000000 Penalty: 14078.084961
	Iteration 72F: 3 clusters Score -2.237151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 23398 members 
Mstep: Class 3 contains 73864 members 
Mstep: Class 4 contains 121508 members 
Mstep: Class 5 contains 14616 members 
Mstep: Class 6 contains 15404 members 
Mstep: Class 7 contains 39574 members 
Mstep: Class 8 contains 9928 members 
Mstep: Class 9 contains 7848 members 
Mstep: Class 10 contains 62690 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91890 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25463 members 
Mstep: Class 15 contains 111664 members 
Mstep: Class 16 contains 32206 members 
Mstep: Class 17 contains 145864 members 
Mstep: Class 18 contains 51148 members 
Mstep: Class 19 contains 35818 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 48399 members 
Mstep: Class 22 contains 128052 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 19700 members 
Mstep: Class 26 contains 36910 members 
Mstep: Class 27 contains 49561 members 
Entering Unmasked Estep 
Score: -272427776.000000 Penalty: 231727.812500
Splitting cluster 21 changes total score from -272422240.000000 to -272427776.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (128052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128052 members 
Entering Unmasked Estep 
Score: -29514002.000000 Penalty: 7203.117676
	Iteration 0F: 2 clusters Score -2.9514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -29431154.000000 Penalty: 14406.235352
	Iteration 0F: 3 clusters Score -2.943115e+07 nChanged 59237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -29463932.000000 Penalty: 14406.235352
	Iteration 1F: 3 clusters Score -2.946393e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -29465446.000000 Penalty: 14406.235352
	Iteration 2Q: 3 clusters Score -2.946545e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -29467000.000000 Penalty: 14406.235352
	Iteration 3Q: 3 clusters Score -2.9467e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -29468670.000000 Penalty: 14406.235352
	Iteration 4Q: 3 clusters Score -2.946867e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -29470740.000000 Penalty: 14406.235352
	Iteration 5Q: 3 clusters Score -2.947074e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -29473008.000000 Penalty: 14406.235352
	Iteration 6Q: 3 clusters Score -2.947301e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -29475760.000000 Penalty: 14406.235352
	Iteration 7Q: 3 clusters Score -2.947576e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -29479158.000000 Penalty: 14406.235352
	Iteration 8F: 3 clusters Score -2.947916e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -29483088.000000 Penalty: 14406.235352
	Iteration 9F: 3 clusters Score -2.948309e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81180 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -29486958.000000 Penalty: 14406.235352
	Iteration 10F: 3 clusters Score -2.948696e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84950 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -29490746.000000 Penalty: 14406.235352
	Iteration 11Q: 3 clusters Score -2.949075e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88280 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -29493894.000000 Penalty: 14406.235352
	Iteration 12Q: 3 clusters Score -2.949389e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -29496104.000000 Penalty: 14406.235352
	Iteration 13Q: 3 clusters Score -2.94961e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -29497740.000000 Penalty: 14406.235352
	Iteration 14Q: 3 clusters Score -2.949774e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96440 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -29498776.000000 Penalty: 14406.235352
	Iteration 15Q: 3 clusters Score -2.949878e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -29499862.000000 Penalty: 14406.235352
	Iteration 16Q: 3 clusters Score -2.949986e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -29500704.000000 Penalty: 14406.235352
	Iteration 17Q: 3 clusters Score -2.95007e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -29501596.000000 Penalty: 14406.235352
	Iteration 18Q: 3 clusters Score -2.95016e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -29502492.000000 Penalty: 14406.235352
	Iteration 19Q: 3 clusters Score -2.950249e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107096 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -29503426.000000 Penalty: 14406.235352
	Iteration 20F: 3 clusters Score -2.950343e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109019 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -29504480.000000 Penalty: 14406.235352
	Iteration 21Q: 3 clusters Score -2.950448e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110773 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -29505528.000000 Penalty: 14406.235352
	Iteration 22Q: 3 clusters Score -2.950553e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112319 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -29506526.000000 Penalty: 14406.235352
	Iteration 23Q: 3 clusters Score -2.950653e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113695 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -29507232.000000 Penalty: 14406.235352
	Iteration 24Q: 3 clusters Score -2.950723e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114971 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -29507966.000000 Penalty: 14406.235352
	Iteration 25Q: 3 clusters Score -2.950797e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116055 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -29508556.000000 Penalty: 14406.235352
	Iteration 26Q: 3 clusters Score -2.950856e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116926 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -29509100.000000 Penalty: 14406.235352
	Iteration 27Q: 3 clusters Score -2.95091e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117676 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -29509706.000000 Penalty: 14406.235352
	Iteration 28Q: 3 clusters Score -2.950971e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118282 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -29510252.000000 Penalty: 14406.235352
	Iteration 29Q: 3 clusters Score -2.951025e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118759 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -29510744.000000 Penalty: 14406.235352
	Iteration 30Q: 3 clusters Score -2.951074e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119122 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -29511034.000000 Penalty: 14406.235352
	Iteration 31Q: 3 clusters Score -2.951103e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119434 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -29511250.000000 Penalty: 14406.235352
	Iteration 32Q: 3 clusters Score -2.951125e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119690 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -29511244.000000 Penalty: 14406.235352
	Iteration 33Q: 3 clusters Score -2.951124e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119897 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -29511376.000000 Penalty: 14406.235352
	Iteration 34Q: 3 clusters Score -2.951138e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120056 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -29511348.000000 Penalty: 14406.235352
	Iteration 35Q: 3 clusters Score -2.951135e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120178 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -29511334.000000 Penalty: 14406.235352
	Iteration 36Q: 3 clusters Score -2.951133e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -29511346.000000 Penalty: 14406.235352
	Iteration 37Q: 3 clusters Score -2.951135e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120386 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -29511410.000000 Penalty: 14406.235352
	Iteration 38Q: 3 clusters Score -2.951141e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120461 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -29511414.000000 Penalty: 14406.235352
	Iteration 39Q: 3 clusters Score -2.951141e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120512 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -29511348.000000 Penalty: 14406.235352
	Iteration 40F: 3 clusters Score -2.951135e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120546 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -29511358.000000 Penalty: 14406.235352
	Iteration 41Q: 3 clusters Score -2.951136e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120569 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -29511376.000000 Penalty: 14406.235352
	Iteration 42Q: 3 clusters Score -2.951138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120586 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -29511372.000000 Penalty: 14406.235352
	Iteration 43Q: 3 clusters Score -2.951137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120599 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -29511408.000000 Penalty: 14406.235352
	Iteration 44Q: 3 clusters Score -2.951141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120607 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -29511396.000000 Penalty: 14406.235352
	Iteration 45Q: 3 clusters Score -2.95114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -29511394.000000 Penalty: 14406.235352
	Iteration 46Q: 3 clusters Score -2.951139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120619 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -29511400.000000 Penalty: 14406.235352
	Iteration 47Q: 3 clusters Score -2.95114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120624 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -29511408.000000 Penalty: 14406.235352
	Iteration 48Q: 3 clusters Score -2.951141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120625 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -29511418.000000 Penalty: 14406.235352
	Iteration 49Q: 3 clusters Score -2.951142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120626 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -29511408.000000 Penalty: 14406.235352
	Iteration 50Q: 3 clusters Score -2.951141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120627 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -29511410.000000 Penalty: 14406.235352
	Iteration 51Q: 3 clusters Score -2.951141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120631 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -29511398.000000 Penalty: 14406.235352
	Iteration 52Q: 3 clusters Score -2.95114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120636 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -29511384.000000 Penalty: 14406.235352
	Iteration 53Q: 3 clusters Score -2.951138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -29511396.000000 Penalty: 14406.235352
	Iteration 54Q: 3 clusters Score -2.95114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120644 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -29511402.000000 Penalty: 14406.235352
	Iteration 55Q: 3 clusters Score -2.95114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120646 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -29511408.000000 Penalty: 14406.235352
	Iteration 56Q: 3 clusters Score -2.951141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -29511418.000000 Penalty: 14406.235352
	Iteration 57Q: 3 clusters Score -2.951142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120650 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -29511408.000000 Penalty: 14406.235352
	Iteration 58Q: 3 clusters Score -2.951141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -29511420.000000 Penalty: 14406.235352
	Iteration 59Q: 3 clusters Score -2.951142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120654 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -29511430.000000 Penalty: 14406.235352
	Iteration 60F: 3 clusters Score -2.951143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -29511418.000000 Penalty: 14406.235352
	Iteration 61Q: 3 clusters Score -2.951142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -29511408.000000 Penalty: 14406.235352
	Iteration 62Q: 3 clusters Score -2.951141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120651 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -29511408.000000 Penalty: 14406.235352
	Iteration 63Q: 3 clusters Score -2.951141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -29511408.000000 Penalty: 14406.235352
	Iteration 64Q: 3 clusters Score -2.951141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -29511408.000000 Penalty: 14406.235352
	Iteration 65F: 3 clusters Score -2.951141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Entering Unmasked Estep 
Score: -4195651.000000 Penalty: 6009.935547
	Iteration 0F: 2 clusters Score -4195651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -4180215.000000 Penalty: 12019.871094
	Iteration 0F: 3 clusters Score -4180215 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4184080.000000 Penalty: 12019.871094
	Iteration 1F: 3 clusters Score -4184080 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -4184662.500000 Penalty: 12019.871094
	Iteration 2F: 3 clusters Score -4184662 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -4185075.250000 Penalty: 12019.871094
	Iteration 3Q: 3 clusters Score -4185075 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -4185336.750000 Penalty: 12019.871094
	Iteration 4Q: 3 clusters Score -4185337 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -4185542.000000 Penalty: 12019.871094
	Iteration 5Q: 3 clusters Score -4185542 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -4185691.250000 Penalty: 12019.871094
	Iteration 6Q: 3 clusters Score -4185691 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4185848.250000 Penalty: 12019.871094
	Iteration 7Q: 3 clusters Score -4185848 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -4185955.750000 Penalty: 12019.871094
	Iteration 8Q: 3 clusters Score -4185956 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -4186103.750000 Penalty: 12019.871094
	Iteration 9Q: 3 clusters Score -4186104 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4186255.750000 Penalty: 12019.871094
	Iteration 10Q: 3 clusters Score -4186256 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4186407.750000 Penalty: 12019.871094
	Iteration 11Q: 3 clusters Score -4186408 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4186536.750000 Penalty: 12019.871094
	Iteration 12Q: 3 clusters Score -4186537 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -4186703.500000 Penalty: 12019.871094
	Iteration 13Q: 3 clusters Score -4186704 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -4186906.250000 Penalty: 12019.871094
	Iteration 14Q: 3 clusters Score -4186906 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -4187170.250000 Penalty: 12019.871094
	Iteration 15Q: 3 clusters Score -4187170 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4187449.750000 Penalty: 12019.871094
	Iteration 16Q: 3 clusters Score -4187450 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -4187808.250000 Penalty: 12019.871094
	Iteration 17Q: 3 clusters Score -4187808 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4188166.750000 Penalty: 12019.871094
	Iteration 18Q: 3 clusters Score -4188167 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4188497.250000 Penalty: 12019.871094
	Iteration 19Q: 3 clusters Score -4188497 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -4188829.000000 Penalty: 12019.871094
	Iteration 20F: 3 clusters Score -4188829 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -4189128.750000 Penalty: 12019.871094
	Iteration 21Q: 3 clusters Score -4189129 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4189416.750000 Penalty: 12019.871094
	Iteration 22Q: 3 clusters Score -4189417 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -4189628.750000 Penalty: 12019.871094
	Iteration 23Q: 3 clusters Score -4189629 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4189797.500000 Penalty: 12019.871094
	Iteration 24Q: 3 clusters Score -4189798 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -4189940.750000 Penalty: 12019.871094
	Iteration 25Q: 3 clusters Score -4189941 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4190032.250000 Penalty: 12019.871094
	Iteration 26Q: 3 clusters Score -4190032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4190091.000000 Penalty: 12019.871094
	Iteration 27Q: 3 clusters Score -4190091 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4190141.000000 Penalty: 12019.871094
	Iteration 28Q: 3 clusters Score -4190141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -4190177.750000 Penalty: 12019.871094
	Iteration 29Q: 3 clusters Score -4190178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -4190220.500000 Penalty: 12019.871094
	Iteration 30Q: 3 clusters Score -4190220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4190244.750000 Penalty: 12019.871094
	Iteration 31Q: 3 clusters Score -4190245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -4190257.000000 Penalty: 12019.871094
	Iteration 32Q: 3 clusters Score -4190257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -4190262.750000 Penalty: 12019.871094
	Iteration 33Q: 3 clusters Score -4190263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -4190272.500000 Penalty: 12019.871094
	Iteration 34Q: 3 clusters Score -4190272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -4190281.750000 Penalty: 12019.871094
	Iteration 35Q: 3 clusters Score -4190282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -4190300.000000 Penalty: 12019.871094
	Iteration 36Q: 3 clusters Score -4190300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -4190304.500000 Penalty: 12019.871094
	Iteration 37Q: 3 clusters Score -4190304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4190318.750000 Penalty: 12019.871094
	Iteration 38Q: 3 clusters Score -4190319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4190317.000000 Penalty: 12019.871094
	Iteration 39Q: 3 clusters Score -4190317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4190322.750000 Penalty: 12019.871094
	Iteration 40F: 3 clusters Score -4190323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -4190322.250000 Penalty: 12019.871094
	Iteration 41Q: 3 clusters Score -4190322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -4190330.500000 Penalty: 12019.871094
	Iteration 42Q: 3 clusters Score -4190330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -4190326.250000 Penalty: 12019.871094
	Iteration 43Q: 3 clusters Score -4190326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -4190343.000000 Penalty: 12019.871094
	Iteration 44Q: 3 clusters Score -4190343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4190342.250000 Penalty: 12019.871094
	Iteration 45Q: 3 clusters Score -4190342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4190350.500000 Penalty: 12019.871094
	Iteration 46Q: 3 clusters Score -4190350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4190349.500000 Penalty: 12019.871094
	Iteration 47Q: 3 clusters Score -4190350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4190352.250000 Penalty: 12019.871094
	Iteration 48Q: 3 clusters Score -4190352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4190353.500000 Penalty: 12019.871094
	Iteration 49Q: 3 clusters Score -4190354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -4190351.000000 Penalty: 12019.871094
	Iteration 50Q: 3 clusters Score -4190351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4190355.250000 Penalty: 12019.871094
	Iteration 51Q: 3 clusters Score -4190355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4190355.250000 Penalty: 12019.871094
	Iteration 52F: 3 clusters Score -4190355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -189134.546875 Penalty: 4173.907227
	Iteration 0F: 2 clusters Score -189134.5 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 452 members 
Entering Unmasked Estep 
Score: -185371.656250 Penalty: 8347.814453
	Iteration 0F: 3 clusters Score -185371.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -185822.140625 Penalty: 8347.814453
	Iteration 1F: 3 clusters Score -185822.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -186024.375000 Penalty: 8347.814453
	Iteration 2F: 3 clusters Score -186024.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -186164.062500 Penalty: 8347.814453
	Iteration 3Q: 3 clusters Score -186164.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -186298.812500 Penalty: 8347.814453
	Iteration 4Q: 3 clusters Score -186298.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -186470.265625 Penalty: 8347.814453
	Iteration 5Q: 3 clusters Score -186470.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -186564.625000 Penalty: 8347.814453
	Iteration 6Q: 3 clusters Score -186564.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -186655.515625 Penalty: 8347.814453
	Iteration 7Q: 3 clusters Score -186655.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -186684.578125 Penalty: 8347.814453
	Iteration 8Q: 3 clusters Score -186684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -186694.843750 Penalty: 8347.814453
	Iteration 9Q: 3 clusters Score -186694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -186697.328125 Penalty: 8347.814453
	Iteration 10Q: 3 clusters Score -186697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -186704.703125 Penalty: 8347.814453
	Iteration 11Q: 3 clusters Score -186704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -186704.703125 Penalty: 8347.814453
	Iteration 12F: 3 clusters Score -186704.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Entering Unmasked Estep 
Score: -4377010.500000 Penalty: 6056.629395
	Iteration 0F: 2 clusters Score -4377010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -4360807.500000 Penalty: 12113.258789
	Iteration 0F: 3 clusters Score -4360808 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4365154.000000 Penalty: 12113.258789
	Iteration 1F: 3 clusters Score -4365154 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -4365877.500000 Penalty: 12113.258789
	Iteration 2F: 3 clusters Score -4365878 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -4366476.000000 Penalty: 12113.258789
	Iteration 3F: 3 clusters Score -4366476 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -4367122.500000 Penalty: 12113.258789
	Iteration 4Q: 3 clusters Score -4367122 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -4367910.000000 Penalty: 12113.258789
	Iteration 5F: 3 clusters Score -4367910 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -4368934.000000 Penalty: 12113.258789
	Iteration 6F: 3 clusters Score -4368934 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -4370163.000000 Penalty: 12113.258789
	Iteration 7F: 3 clusters Score -4370163 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -4371410.000000 Penalty: 12113.258789
	Iteration 8F: 3 clusters Score -4371410 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -4372367.500000 Penalty: 12113.258789
	Iteration 9F: 3 clusters Score -4372368 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -4373074.000000 Penalty: 12113.258789
	Iteration 10Q: 3 clusters Score -4373074 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -4373672.000000 Penalty: 12113.258789
	Iteration 11Q: 3 clusters Score -4373672 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4374305.500000 Penalty: 12113.258789
	Iteration 12Q: 3 clusters Score -4374306 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -4375066.000000 Penalty: 12113.258789
	Iteration 13Q: 3 clusters Score -4375066 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -4375921.000000 Penalty: 12113.258789
	Iteration 14Q: 3 clusters Score -4375921 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -4376642.500000 Penalty: 12113.258789
	Iteration 15Q: 3 clusters Score -4376642 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -4377208.000000 Penalty: 12113.258789
	Iteration 16Q: 3 clusters Score -4377208 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -4377633.500000 Penalty: 12113.258789
	Iteration 17Q: 3 clusters Score -4377634 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4377898.000000 Penalty: 12113.258789
	Iteration 18Q: 3 clusters Score -4377898 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4378036.000000 Penalty: 12113.258789
	Iteration 19Q: 3 clusters Score -4378036 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -4378161.500000 Penalty: 12113.258789
	Iteration 20F: 3 clusters Score -4378162 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -4378249.500000 Penalty: 12113.258789
	Iteration 21Q: 3 clusters Score -4378250 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -4378309.500000 Penalty: 12113.258789
	Iteration 22Q: 3 clusters Score -4378310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -4378381.500000 Penalty: 12113.258789
	Iteration 23Q: 3 clusters Score -4378382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -4378414.500000 Penalty: 12113.258789
	Iteration 24Q: 3 clusters Score -4378414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4378449.500000 Penalty: 12113.258789
	Iteration 25Q: 3 clusters Score -4378450 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -4378483.500000 Penalty: 12113.258789
	Iteration 26Q: 3 clusters Score -4378484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -4378510.500000 Penalty: 12113.258789
	Iteration 27Q: 3 clusters Score -4378510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -4378521.500000 Penalty: 12113.258789
	Iteration 28Q: 3 clusters Score -4378522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -4378531.500000 Penalty: 12113.258789
	Iteration 29Q: 3 clusters Score -4378532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -4378545.500000 Penalty: 12113.258789
	Iteration 30Q: 3 clusters Score -4378546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4378552.500000 Penalty: 12113.258789
	Iteration 31Q: 3 clusters Score -4378552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -4378560.500000 Penalty: 12113.258789
	Iteration 32Q: 3 clusters Score -4378560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4378560.000000 Penalty: 12113.258789
	Iteration 33Q: 3 clusters Score -4378560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -4378573.500000 Penalty: 12113.258789
	Iteration 34Q: 3 clusters Score -4378574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4378567.500000 Penalty: 12113.258789
	Iteration 35Q: 3 clusters Score -4378568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -4378576.000000 Penalty: 12113.258789
	Iteration 36Q: 3 clusters Score -4378576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -4378562.500000 Penalty: 12113.258789
	Iteration 37Q: 3 clusters Score -4378562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4378561.500000 Penalty: 12113.258789
	Iteration 38Q: 3 clusters Score -4378562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4378576.500000 Penalty: 12113.258789
	Iteration 39Q: 3 clusters Score -4378576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -4378567.000000 Penalty: 12113.258789
	Iteration 40F: 3 clusters Score -4378567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4378569.000000 Penalty: 12113.258789
	Iteration 41Q: 3 clusters Score -4378569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4378564.000000 Penalty: 12113.258789
	Iteration 42Q: 3 clusters Score -4378564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -4378565.500000 Penalty: 12113.258789
	Iteration 43Q: 3 clusters Score -4378566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4378572.500000 Penalty: 12113.258789
	Iteration 44Q: 3 clusters Score -4378572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4378572.500000 Penalty: 12113.258789
	Iteration 45Q: 3 clusters Score -4378572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -4378588.000000 Penalty: 12113.258789
	Iteration 46Q: 3 clusters Score -4378588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4378582.500000 Penalty: 12113.258789
	Iteration 47Q: 3 clusters Score -4378582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4378579.000000 Penalty: 12113.258789
	Iteration 48Q: 3 clusters Score -4378579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4378582.000000 Penalty: 12113.258789
	Iteration 49Q: 3 clusters Score -4378582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -4378586.000000 Penalty: 12113.258789
	Iteration 50Q: 3 clusters Score -4378586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -4378594.000000 Penalty: 12113.258789
	Iteration 51Q: 3 clusters Score -4378594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -4378597.500000 Penalty: 12113.258789
	Iteration 52Q: 3 clusters Score -4378598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -4378610.500000 Penalty: 12113.258789
	Iteration 53Q: 3 clusters Score -4378610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -4378614.500000 Penalty: 12113.258789
	Iteration 54Q: 3 clusters Score -4378614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4378603.000000 Penalty: 12113.258789
	Iteration 55Q: 3 clusters Score -4378603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4378607.000000 Penalty: 12113.258789
	Iteration 56Q: 3 clusters Score -4378607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4378602.000000 Penalty: 12113.258789
	Iteration 57Q: 3 clusters Score -4378602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -4378604.500000 Penalty: 12113.258789
	Iteration 58Q: 3 clusters Score -4378604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -4378607.500000 Penalty: 12113.258789
	Iteration 59Q: 3 clusters Score -4378608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -4378612.500000 Penalty: 12113.258789
	Iteration 60F: 3 clusters Score -4378612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 23398 members 
Mstep: Class 3 contains 73864 members 
Mstep: Class 4 contains 121508 members 
Mstep: Class 5 contains 14616 members 
Mstep: Class 6 contains 15404 members 
Mstep: Class 7 contains 39574 members 
Mstep: Class 8 contains 9928 members 
Mstep: Class 9 contains 7848 members 
Mstep: Class 10 contains 62690 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91890 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25463 members 
Mstep: Class 15 contains 111664 members 
Mstep: Class 16 contains 32206 members 
Mstep: Class 17 contains 145864 members 
Mstep: Class 18 contains 51148 members 
Mstep: Class 19 contains 35818 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 48399 members 
Mstep: Class 22 contains 128052 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 5269 members 
Mstep: Class 26 contains 36910 members 
Mstep: Class 27 contains 49561 members 
Mstep: Class 28 contains 14431 members 
Entering Unmasked Estep 
Score: -272425344.000000 Penalty: 240310.328125
Splitting cluster 25 changes total score from -272422240.000000 to -272425344.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 26 (36910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Entering Unmasked Estep 
Score: -8080747.000000 Penalty: 6441.195801
	Iteration 0F: 2 clusters Score -8080747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -8053581.000000 Penalty: 12882.391602
	Iteration 0F: 3 clusters Score -8053581 nChanged 15926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -8062354.500000 Penalty: 12882.391602
	Iteration 1F: 3 clusters Score -8062354 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -8063763.000000 Penalty: 12882.391602
	Iteration 2F: 3 clusters Score -8063763 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -8064997.000000 Penalty: 12882.391602
	Iteration 3F: 3 clusters Score -8064997 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -8066399.500000 Penalty: 12882.391602
	Iteration 4F: 3 clusters Score -8066400 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -8067811.500000 Penalty: 12882.391602
	Iteration 5F: 3 clusters Score -8067812 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -8069067.500000 Penalty: 12882.391602
	Iteration 6F: 3 clusters Score -8069068 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -8070066.500000 Penalty: 12882.391602
	Iteration 7Q: 3 clusters Score -8070066 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -8070818.500000 Penalty: 12882.391602
	Iteration 8Q: 3 clusters Score -8070818 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -8071426.000000 Penalty: 12882.391602
	Iteration 9Q: 3 clusters Score -8071426 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -8071896.000000 Penalty: 12882.391602
	Iteration 10Q: 3 clusters Score -8071896 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -8072323.000000 Penalty: 12882.391602
	Iteration 11Q: 3 clusters Score -8072323 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -8072686.000000 Penalty: 12882.391602
	Iteration 12Q: 3 clusters Score -8072686 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -8073028.000000 Penalty: 12882.391602
	Iteration 13Q: 3 clusters Score -8073028 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -8073349.000000 Penalty: 12882.391602
	Iteration 14Q: 3 clusters Score -8073349 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -8073634.000000 Penalty: 12882.391602
	Iteration 15Q: 3 clusters Score -8073634 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -8073830.500000 Penalty: 12882.391602
	Iteration 16Q: 3 clusters Score -8073830 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -8074028.500000 Penalty: 12882.391602
	Iteration 17Q: 3 clusters Score -8074028 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -8074252.000000 Penalty: 12882.391602
	Iteration 18Q: 3 clusters Score -8074252 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -8074440.000000 Penalty: 12882.391602
	Iteration 19Q: 3 clusters Score -8074440 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -8074612.000000 Penalty: 12882.391602
	Iteration 20F: 3 clusters Score -8074612 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -8074764.000000 Penalty: 12882.391602
	Iteration 21Q: 3 clusters Score -8074764 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -8074892.500000 Penalty: 12882.391602
	Iteration 22Q: 3 clusters Score -8074892 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -8075026.500000 Penalty: 12882.391602
	Iteration 23Q: 3 clusters Score -8075026 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -8075131.500000 Penalty: 12882.391602
	Iteration 24Q: 3 clusters Score -8075132 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -8075275.500000 Penalty: 12882.391602
	Iteration 25Q: 3 clusters Score -8075276 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -8075401.000000 Penalty: 12882.391602
	Iteration 26Q: 3 clusters Score -8075401 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -8075511.000000 Penalty: 12882.391602
	Iteration 27Q: 3 clusters Score -8075511 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -8075601.000000 Penalty: 12882.391602
	Iteration 28Q: 3 clusters Score -8075601 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -8075687.500000 Penalty: 12882.391602
	Iteration 29Q: 3 clusters Score -8075688 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -8075799.500000 Penalty: 12882.391602
	Iteration 30Q: 3 clusters Score -8075800 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -8075876.000000 Penalty: 12882.391602
	Iteration 31Q: 3 clusters Score -8075876 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -8075933.500000 Penalty: 12882.391602
	Iteration 32Q: 3 clusters Score -8075934 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -8076015.500000 Penalty: 12882.391602
	Iteration 33Q: 3 clusters Score -8076016 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -8076062.000000 Penalty: 12882.391602
	Iteration 34Q: 3 clusters Score -8076062 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -8076129.500000 Penalty: 12882.391602
	Iteration 35Q: 3 clusters Score -8076130 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -8076182.000000 Penalty: 12882.391602
	Iteration 36Q: 3 clusters Score -8076182 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -8076273.500000 Penalty: 12882.391602
	Iteration 37Q: 3 clusters Score -8076274 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -8076345.000000 Penalty: 12882.391602
	Iteration 38Q: 3 clusters Score -8076345 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -8076433.000000 Penalty: 12882.391602
	Iteration 39Q: 3 clusters Score -8076433 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -8076497.500000 Penalty: 12882.391602
	Iteration 40F: 3 clusters Score -8076498 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -8076550.500000 Penalty: 12882.391602
	Iteration 41Q: 3 clusters Score -8076550 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -8076608.000000 Penalty: 12882.391602
	Iteration 42Q: 3 clusters Score -8076608 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -8076697.000000 Penalty: 12882.391602
	Iteration 43Q: 3 clusters Score -8076697 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -8076808.500000 Penalty: 12882.391602
	Iteration 44Q: 3 clusters Score -8076808 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8076862.000000 Penalty: 12882.391602
	Iteration 45Q: 3 clusters Score -8076862 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -8076952.000000 Penalty: 12882.391602
	Iteration 46Q: 3 clusters Score -8076952 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -8076984.500000 Penalty: 12882.391602
	Iteration 47Q: 3 clusters Score -8076984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -8077015.500000 Penalty: 12882.391602
	Iteration 48Q: 3 clusters Score -8077016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -8077086.000000 Penalty: 12882.391602
	Iteration 49Q: 3 clusters Score -8077086 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -8077120.500000 Penalty: 12882.391602
	Iteration 50Q: 3 clusters Score -8077120 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -8077187.000000 Penalty: 12882.391602
	Iteration 51Q: 3 clusters Score -8077187 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -8077216.500000 Penalty: 12882.391602
	Iteration 52Q: 3 clusters Score -8077216 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -8077264.500000 Penalty: 12882.391602
	Iteration 53Q: 3 clusters Score -8077264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -8077320.500000 Penalty: 12882.391602
	Iteration 54Q: 3 clusters Score -8077320 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -8077381.000000 Penalty: 12882.391602
	Iteration 55Q: 3 clusters Score -8077381 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8077473.000000 Penalty: 12882.391602
	Iteration 56Q: 3 clusters Score -8077473 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -8077533.500000 Penalty: 12882.391602
	Iteration 57Q: 3 clusters Score -8077534 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8077606.000000 Penalty: 12882.391602
	Iteration 58Q: 3 clusters Score -8077606 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -8077687.000000 Penalty: 12882.391602
	Iteration 59Q: 3 clusters Score -8077687 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8077884.000000 Penalty: 12882.391602
	Iteration 60F: 3 clusters Score -8077884 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8078111.000000 Penalty: 12882.391602
	Iteration 61Q: 3 clusters Score -8078111 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8078364.000000 Penalty: 12882.391602
	Iteration 62Q: 3 clusters Score -8078364 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8078558.000000 Penalty: 12882.391602
	Iteration 63Q: 3 clusters Score -8078558 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8078652.500000 Penalty: 12882.391602
	Iteration 64Q: 3 clusters Score -8078652 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -8078774.000000 Penalty: 12882.391602
	Iteration 65Q: 3 clusters Score -8078774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -8078838.000000 Penalty: 12882.391602
	Iteration 66Q: 3 clusters Score -8078838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8078877.000000 Penalty: 12882.391602
	Iteration 67Q: 3 clusters Score -8078877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8078906.500000 Penalty: 12882.391602
	Iteration 68Q: 3 clusters Score -8078906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -8078954.500000 Penalty: 12882.391602
	Iteration 69Q: 3 clusters Score -8078954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -8078963.500000 Penalty: 12882.391602
	Iteration 70Q: 3 clusters Score -8078964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8078994.000000 Penalty: 12882.391602
	Iteration 71Q: 3 clusters Score -8078994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -8079005.500000 Penalty: 12882.391602
	Iteration 72Q: 3 clusters Score -8079006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8079039.500000 Penalty: 12882.391602
	Iteration 73Q: 3 clusters Score -8079040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8079067.500000 Penalty: 12882.391602
	Iteration 74Q: 3 clusters Score -8079068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -8079092.500000 Penalty: 12882.391602
	Iteration 75Q: 3 clusters Score -8079092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -8079080.000000 Penalty: 12882.391602
	Iteration 76Q: 3 clusters Score -8079080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -8079077.500000 Penalty: 12882.391602
	Iteration 77Q: 3 clusters Score -8079078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8079082.000000 Penalty: 12882.391602
	Iteration 78Q: 3 clusters Score -8079082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -8079085.000000 Penalty: 12882.391602
	Iteration 79Q: 3 clusters Score -8079085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8079086.000000 Penalty: 12882.391602
	Iteration 80F: 3 clusters Score -8079086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8079083.000000 Penalty: 12882.391602
	Iteration 81Q: 3 clusters Score -8079083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8079096.500000 Penalty: 12882.391602
	Iteration 82Q: 3 clusters Score -8079096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8079091.000000 Penalty: 12882.391602
	Iteration 83Q: 3 clusters Score -8079091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -8079084.000000 Penalty: 12882.391602
	Iteration 84Q: 3 clusters Score -8079084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8079090.500000 Penalty: 12882.391602
	Iteration 85Q: 3 clusters Score -8079090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -8079101.500000 Penalty: 12882.391602
	Iteration 86Q: 3 clusters Score -8079102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -8079099.000000 Penalty: 12882.391602
	Iteration 87Q: 3 clusters Score -8079099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -8079094.500000 Penalty: 12882.391602
	Iteration 88Q: 3 clusters Score -8079094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -8079103.500000 Penalty: 12882.391602
	Iteration 89Q: 3 clusters Score -8079104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8079107.000000 Penalty: 12882.391602
	Iteration 90Q: 3 clusters Score -8079107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8079110.500000 Penalty: 12882.391602
	Iteration 91Q: 3 clusters Score -8079110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -8079115.500000 Penalty: 12882.391602
	Iteration 92Q: 3 clusters Score -8079116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8079117.500000 Penalty: 12882.391602
	Iteration 93Q: 3 clusters Score -8079118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8079117.500000 Penalty: 12882.391602
	Iteration 94Q: 3 clusters Score -8079118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8079117.500000 Penalty: 12882.391602
	Iteration 95F: 3 clusters Score -8079118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 23398 members 
Mstep: Class 3 contains 73864 members 
Mstep: Class 4 contains 121508 members 
Mstep: Class 5 contains 14616 members 
Mstep: Class 6 contains 15404 members 
Mstep: Class 7 contains 39574 members 
Mstep: Class 8 contains 9928 members 
Mstep: Class 9 contains 7848 members 
Mstep: Class 10 contains 62690 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91890 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25463 members 
Mstep: Class 15 contains 111664 members 
Mstep: Class 16 contains 32206 members 
Mstep: Class 17 contains 145864 members 
Mstep: Class 18 contains 51148 members 
Mstep: Class 19 contains 35818 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 48399 members 
Mstep: Class 22 contains 128052 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 5269 members 
Mstep: Class 26 contains 36910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272429984.000000 Penalty: 240310.328125
Iteration 119Q: 29 clusters Score -2.7243e+08 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 23472 members 
Mstep: Class 3 contains 73858 members 
Mstep: Class 4 contains 121498 members 
Mstep: Class 5 contains 14620 members 
Mstep: Class 6 contains 15146 members 
Mstep: Class 7 contains 41052 members 
Mstep: Class 8 contains 9934 members 
Mstep: Class 9 contains 7848 members 
Mstep: Class 10 contains 62361 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91906 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25473 members 
Mstep: Class 15 contains 111674 members 
Mstep: Class 16 contains 32605 members 
Mstep: Class 17 contains 145884 members 
Mstep: Class 18 contains 51153 members 
Mstep: Class 19 contains 35807 members 
Mstep: Class 20 contains 17279 members 
Mstep: Class 21 contains 48770 members 
Mstep: Class 22 contains 128048 members 
Mstep: Class 23 contains 18453 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 5631 members 
Mstep: Class 26 contains 36993 members 
Mstep: Class 27 contains 47730 members 
Mstep: Class 28 contains 13506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433824.000000 Penalty: 240310.328125
Iteration 120F: 29 clusters Score -2.724338e+08 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 23366 members 
Mstep: Class 3 contains 73842 members 
Mstep: Class 4 contains 121478 members 
Mstep: Class 5 contains 14622 members 
Mstep: Class 6 contains 14930 members 
Mstep: Class 7 contains 41194 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 7848 members 
Mstep: Class 10 contains 62057 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91929 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25405 members 
Mstep: Class 15 contains 111701 members 
Mstep: Class 16 contains 32567 members 
Mstep: Class 17 contains 145902 members 
Mstep: Class 18 contains 51000 members 
Mstep: Class 19 contains 35728 members 
Mstep: Class 20 contains 17306 members 
Mstep: Class 21 contains 48984 members 
Mstep: Class 22 contains 128045 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 5743 members 
Mstep: Class 26 contains 36782 members 
Mstep: Class 27 contains 47929 members 
Mstep: Class 28 contains 13949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435712.000000 Penalty: 240310.328125
Iteration 121Q: 29 clusters Score -2.724357e+08 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 23283 members 
Mstep: Class 3 contains 73821 members 
Mstep: Class 4 contains 121464 members 
Mstep: Class 5 contains 14623 members 
Mstep: Class 6 contains 14705 members 
Mstep: Class 7 contains 41417 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 7847 members 
Mstep: Class 10 contains 61778 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91957 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25319 members 
Mstep: Class 15 contains 111716 members 
Mstep: Class 16 contains 32530 members 
Mstep: Class 17 contains 145913 members 
Mstep: Class 18 contains 50927 members 
Mstep: Class 19 contains 35704 members 
Mstep: Class 20 contains 17335 members 
Mstep: Class 21 contains 49246 members 
Mstep: Class 22 contains 128013 members 
Mstep: Class 23 contains 18476 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 5813 members 
Mstep: Class 26 contains 36646 members 
Mstep: Class 27 contains 47916 members 
Mstep: Class 28 contains 14304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436384.000000 Penalty: 240310.328125
Iteration 122Q: 29 clusters Score -2.724364e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 23243 members 
Mstep: Class 3 contains 73810 members 
Mstep: Class 4 contains 121450 members 
Mstep: Class 5 contains 14626 members 
Mstep: Class 6 contains 14511 members 
Mstep: Class 7 contains 41579 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 7849 members 
Mstep: Class 10 contains 61543 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91975 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25231 members 
Mstep: Class 15 contains 111730 members 
Mstep: Class 16 contains 32484 members 
Mstep: Class 17 contains 145945 members 
Mstep: Class 18 contains 50869 members 
Mstep: Class 19 contains 35688 members 
Mstep: Class 20 contains 17358 members 
Mstep: Class 21 contains 49525 members 
Mstep: Class 22 contains 127973 members 
Mstep: Class 23 contains 18485 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 5859 members 
Mstep: Class 26 contains 36546 members 
Mstep: Class 27 contains 47873 members 
Mstep: Class 28 contains 14592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436256.000000 Penalty: 240310.328125
Iteration 123Q: 29 clusters Score -2.724363e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 23231 members 
Mstep: Class 3 contains 73797 members 
Mstep: Class 4 contains 121439 members 
Mstep: Class 5 contains 14627 members 
Mstep: Class 6 contains 14322 members 
Mstep: Class 7 contains 41731 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7849 members 
Mstep: Class 10 contains 61299 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 91998 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25138 members 
Mstep: Class 15 contains 111745 members 
Mstep: Class 16 contains 32444 members 
Mstep: Class 17 contains 146003 members 
Mstep: Class 18 contains 50840 members 
Mstep: Class 19 contains 35652 members 
Mstep: Class 20 contains 17378 members 
Mstep: Class 21 contains 49813 members 
Mstep: Class 22 contains 127939 members 
Mstep: Class 23 contains 18479 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5896 members 
Mstep: Class 26 contains 36461 members 
Mstep: Class 27 contains 47819 members 
Mstep: Class 28 contains 14822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436704.000000 Penalty: 240310.328125
Iteration 124Q: 29 clusters Score -2.724367e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 23218 members 
Mstep: Class 3 contains 73780 members 
Mstep: Class 4 contains 121423 members 
Mstep: Class 5 contains 14629 members 
Mstep: Class 6 contains 14166 members 
Mstep: Class 7 contains 41854 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 7849 members 
Mstep: Class 10 contains 61060 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92020 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25068 members 
Mstep: Class 15 contains 111758 members 
Mstep: Class 16 contains 32417 members 
Mstep: Class 17 contains 146055 members 
Mstep: Class 18 contains 50827 members 
Mstep: Class 19 contains 35623 members 
Mstep: Class 20 contains 17385 members 
Mstep: Class 21 contains 50094 members 
Mstep: Class 22 contains 127911 members 
Mstep: Class 23 contains 18481 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5931 members 
Mstep: Class 26 contains 36385 members 
Mstep: Class 27 contains 47751 members 
Mstep: Class 28 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436704.000000 Penalty: 240310.328125
Iteration 125Q: 29 clusters Score -2.724367e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 23205 members 
Mstep: Class 3 contains 73757 members 
Mstep: Class 4 contains 121411 members 
Mstep: Class 5 contains 14634 members 
Mstep: Class 6 contains 14020 members 
Mstep: Class 7 contains 41947 members 
Mstep: Class 8 contains 9910 members 
Mstep: Class 9 contains 7849 members 
Mstep: Class 10 contains 60885 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92049 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 25009 members 
Mstep: Class 15 contains 111775 members 
Mstep: Class 16 contains 32415 members 
Mstep: Class 17 contains 146091 members 
Mstep: Class 18 contains 50809 members 
Mstep: Class 19 contains 35602 members 
Mstep: Class 20 contains 17399 members 
Mstep: Class 21 contains 50318 members 
Mstep: Class 22 contains 127871 members 
Mstep: Class 23 contains 18476 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5951 members 
Mstep: Class 26 contains 36346 members 
Mstep: Class 27 contains 47714 members 
Mstep: Class 28 contains 15158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436960.000000 Penalty: 240310.328125
Iteration 126Q: 29 clusters Score -2.72437e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 23198 members 
Mstep: Class 3 contains 73741 members 
Mstep: Class 4 contains 121402 members 
Mstep: Class 5 contains 14636 members 
Mstep: Class 6 contains 13906 members 
Mstep: Class 7 contains 42034 members 
Mstep: Class 8 contains 9898 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 60709 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92079 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24978 members 
Mstep: Class 15 contains 111791 members 
Mstep: Class 16 contains 32407 members 
Mstep: Class 17 contains 146144 members 
Mstep: Class 18 contains 50800 members 
Mstep: Class 19 contains 35583 members 
Mstep: Class 20 contains 17402 members 
Mstep: Class 21 contains 50492 members 
Mstep: Class 22 contains 127843 members 
Mstep: Class 23 contains 18472 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5961 members 
Mstep: Class 26 contains 36322 members 
Mstep: Class 27 contains 47686 members 
Mstep: Class 28 contains 15254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436896.000000 Penalty: 240310.328125
Iteration 127Q: 29 clusters Score -2.724369e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 23196 members 
Mstep: Class 3 contains 73724 members 
Mstep: Class 4 contains 121389 members 
Mstep: Class 5 contains 14638 members 
Mstep: Class 6 contains 13807 members 
Mstep: Class 7 contains 42110 members 
Mstep: Class 8 contains 9889 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 60557 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92100 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24939 members 
Mstep: Class 15 contains 111807 members 
Mstep: Class 16 contains 32419 members 
Mstep: Class 17 contains 146203 members 
Mstep: Class 18 contains 50796 members 
Mstep: Class 19 contains 35571 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 50650 members 
Mstep: Class 22 contains 127818 members 
Mstep: Class 23 contains 18469 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 36278 members 
Mstep: Class 27 contains 47647 members 
Mstep: Class 28 contains 15337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436992.000000 Penalty: 240310.328125
Iteration 128Q: 29 clusters Score -2.72437e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 23197 members 
Mstep: Class 3 contains 73710 members 
Mstep: Class 4 contains 121367 members 
Mstep: Class 5 contains 14641 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 42164 members 
Mstep: Class 8 contains 9891 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 60442 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92125 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24904 members 
Mstep: Class 15 contains 111817 members 
Mstep: Class 16 contains 32407 members 
Mstep: Class 17 contains 146244 members 
Mstep: Class 18 contains 50798 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 17425 members 
Mstep: Class 21 contains 50777 members 
Mstep: Class 22 contains 127800 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 36246 members 
Mstep: Class 27 contains 47614 members 
Mstep: Class 28 contains 15406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437088.000000 Penalty: 240310.328125
Iteration 129Q: 29 clusters Score -2.724371e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 23198 members 
Mstep: Class 3 contains 73690 members 
Mstep: Class 4 contains 121361 members 
Mstep: Class 5 contains 14642 members 
Mstep: Class 6 contains 13639 members 
Mstep: Class 7 contains 42206 members 
Mstep: Class 8 contains 9899 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 60339 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92153 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24874 members 
Mstep: Class 15 contains 111832 members 
Mstep: Class 16 contains 32396 members 
Mstep: Class 17 contains 146266 members 
Mstep: Class 18 contains 50801 members 
Mstep: Class 19 contains 35573 members 
Mstep: Class 20 contains 17433 members 
Mstep: Class 21 contains 50903 members 
Mstep: Class 22 contains 127777 members 
Mstep: Class 23 contains 18473 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5979 members 
Mstep: Class 26 contains 36215 members 
Mstep: Class 27 contains 47586 members 
Mstep: Class 28 contains 15467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436928.000000 Penalty: 240310.328125
Iteration 130Q: 29 clusters Score -2.724369e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 23196 members 
Mstep: Class 3 contains 73661 members 
Mstep: Class 4 contains 121355 members 
Mstep: Class 5 contains 14641 members 
Mstep: Class 6 contains 13581 members 
Mstep: Class 7 contains 42241 members 
Mstep: Class 8 contains 9909 members 
Mstep: Class 9 contains 7849 members 
Mstep: Class 10 contains 60231 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92179 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24856 members 
Mstep: Class 15 contains 111844 members 
Mstep: Class 16 contains 32400 members 
Mstep: Class 17 contains 146288 members 
Mstep: Class 18 contains 50797 members 
Mstep: Class 19 contains 35578 members 
Mstep: Class 20 contains 17433 members 
Mstep: Class 21 contains 51015 members 
Mstep: Class 22 contains 127757 members 
Mstep: Class 23 contains 18482 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5983 members 
Mstep: Class 26 contains 36181 members 
Mstep: Class 27 contains 47555 members 
Mstep: Class 28 contains 15531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436960.000000 Penalty: 240310.328125
Iteration 131Q: 29 clusters Score -2.72437e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 23193 members 
Mstep: Class 3 contains 73638 members 
Mstep: Class 4 contains 121350 members 
Mstep: Class 5 contains 14642 members 
Mstep: Class 6 contains 13504 members 
Mstep: Class 7 contains 42272 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 60143 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92207 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24829 members 
Mstep: Class 15 contains 111859 members 
Mstep: Class 16 contains 32392 members 
Mstep: Class 17 contains 146331 members 
Mstep: Class 18 contains 50802 members 
Mstep: Class 19 contains 35566 members 
Mstep: Class 20 contains 17439 members 
Mstep: Class 21 contains 51127 members 
Mstep: Class 22 contains 127733 members 
Mstep: Class 23 contains 18485 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5988 members 
Mstep: Class 26 contains 36148 members 
Mstep: Class 27 contains 47533 members 
Mstep: Class 28 contains 15588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436864.000000 Penalty: 240310.328125
Iteration 132Q: 29 clusters Score -2.724369e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 23195 members 
Mstep: Class 3 contains 73614 members 
Mstep: Class 4 contains 121344 members 
Mstep: Class 5 contains 14644 members 
Mstep: Class 6 contains 13439 members 
Mstep: Class 7 contains 42298 members 
Mstep: Class 8 contains 9909 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 60039 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92237 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24802 members 
Mstep: Class 15 contains 111869 members 
Mstep: Class 16 contains 32383 members 
Mstep: Class 17 contains 146370 members 
Mstep: Class 18 contains 50811 members 
Mstep: Class 19 contains 35563 members 
Mstep: Class 20 contains 17447 members 
Mstep: Class 21 contains 51249 members 
Mstep: Class 22 contains 127719 members 
Mstep: Class 23 contains 18488 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5993 members 
Mstep: Class 26 contains 36115 members 
Mstep: Class 27 contains 47509 members 
Mstep: Class 28 contains 15645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436832.000000 Penalty: 240310.328125
Iteration 133Q: 29 clusters Score -2.724368e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 23195 members 
Mstep: Class 3 contains 73593 members 
Mstep: Class 4 contains 121336 members 
Mstep: Class 5 contains 14646 members 
Mstep: Class 6 contains 13385 members 
Mstep: Class 7 contains 42326 members 
Mstep: Class 8 contains 9910 members 
Mstep: Class 9 contains 7852 members 
Mstep: Class 10 contains 59957 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92258 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24787 members 
Mstep: Class 15 contains 111871 members 
Mstep: Class 16 contains 32378 members 
Mstep: Class 17 contains 146398 members 
Mstep: Class 18 contains 50826 members 
Mstep: Class 19 contains 35556 members 
Mstep: Class 20 contains 17450 members 
Mstep: Class 21 contains 51362 members 
Mstep: Class 22 contains 127704 members 
Mstep: Class 23 contains 18485 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5996 members 
Mstep: Class 26 contains 36082 members 
Mstep: Class 27 contains 47496 members 
Mstep: Class 28 contains 15685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437120.000000 Penalty: 240310.328125
Iteration 134Q: 29 clusters Score -2.724371e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 23198 members 
Mstep: Class 3 contains 73574 members 
Mstep: Class 4 contains 121328 members 
Mstep: Class 5 contains 14646 members 
Mstep: Class 6 contains 13333 members 
Mstep: Class 7 contains 42355 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 59881 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92269 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24778 members 
Mstep: Class 15 contains 111882 members 
Mstep: Class 16 contains 32376 members 
Mstep: Class 17 contains 146420 members 
Mstep: Class 18 contains 50830 members 
Mstep: Class 19 contains 35546 members 
Mstep: Class 20 contains 17453 members 
Mstep: Class 21 contains 51464 members 
Mstep: Class 22 contains 127691 members 
Mstep: Class 23 contains 18486 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 5999 members 
Mstep: Class 26 contains 36049 members 
Mstep: Class 27 contains 47484 members 
Mstep: Class 28 contains 15722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436704.000000 Penalty: 240310.328125
Iteration 135Q: 29 clusters Score -2.724367e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 23195 members 
Mstep: Class 3 contains 73553 members 
Mstep: Class 4 contains 121316 members 
Mstep: Class 5 contains 14647 members 
Mstep: Class 6 contains 13290 members 
Mstep: Class 7 contains 42368 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 59798 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92278 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24762 members 
Mstep: Class 15 contains 111890 members 
Mstep: Class 16 contains 32380 members 
Mstep: Class 17 contains 146449 members 
Mstep: Class 18 contains 50848 members 
Mstep: Class 19 contains 35544 members 
Mstep: Class 20 contains 17458 members 
Mstep: Class 21 contains 51574 members 
Mstep: Class 22 contains 127676 members 
Mstep: Class 23 contains 18486 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 6002 members 
Mstep: Class 26 contains 36008 members 
Mstep: Class 27 contains 47477 members 
Mstep: Class 28 contains 15753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436928.000000 Penalty: 240310.328125
Iteration 136Q: 29 clusters Score -2.724369e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 23198 members 
Mstep: Class 3 contains 73539 members 
Mstep: Class 4 contains 121305 members 
Mstep: Class 5 contains 14647 members 
Mstep: Class 6 contains 13251 members 
Mstep: Class 7 contains 42380 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 59722 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92289 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24752 members 
Mstep: Class 15 contains 111901 members 
Mstep: Class 16 contains 32377 members 
Mstep: Class 17 contains 146470 members 
Mstep: Class 18 contains 50855 members 
Mstep: Class 19 contains 35542 members 
Mstep: Class 20 contains 17466 members 
Mstep: Class 21 contains 51675 members 
Mstep: Class 22 contains 127660 members 
Mstep: Class 23 contains 18486 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 6006 members 
Mstep: Class 26 contains 35968 members 
Mstep: Class 27 contains 47473 members 
Mstep: Class 28 contains 15775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437024.000000 Penalty: 240310.328125
Iteration 137Q: 29 clusters Score -2.72437e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 23192 members 
Mstep: Class 3 contains 73518 members 
Mstep: Class 4 contains 121300 members 
Mstep: Class 5 contains 14648 members 
Mstep: Class 6 contains 13220 members 
Mstep: Class 7 contains 42389 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 59636 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92310 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24743 members 
Mstep: Class 15 contains 111906 members 
Mstep: Class 16 contains 32378 members 
Mstep: Class 17 contains 146476 members 
Mstep: Class 18 contains 50870 members 
Mstep: Class 19 contains 35545 members 
Mstep: Class 20 contains 17476 members 
Mstep: Class 21 contains 51770 members 
Mstep: Class 22 contains 127652 members 
Mstep: Class 23 contains 18485 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 6012 members 
Mstep: Class 26 contains 35935 members 
Mstep: Class 27 contains 47470 members 
Mstep: Class 28 contains 15799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436832.000000 Penalty: 240310.328125
Iteration 138Q: 29 clusters Score -2.724368e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 23192 members 
Mstep: Class 3 contains 73489 members 
Mstep: Class 4 contains 121297 members 
Mstep: Class 5 contains 14651 members 
Mstep: Class 6 contains 13206 members 
Mstep: Class 7 contains 42416 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 59560 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92328 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24730 members 
Mstep: Class 15 contains 111904 members 
Mstep: Class 16 contains 32372 members 
Mstep: Class 17 contains 146483 members 
Mstep: Class 18 contains 50881 members 
Mstep: Class 19 contains 35543 members 
Mstep: Class 20 contains 17480 members 
Mstep: Class 21 contains 51859 members 
Mstep: Class 22 contains 127644 members 
Mstep: Class 23 contains 18485 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 35889 members 
Mstep: Class 27 contains 47471 members 
Mstep: Class 28 contains 15820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437088.000000 Penalty: 240310.328125
Iteration 139Q: 29 clusters Score -2.724371e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 23192 members 
Mstep: Class 3 contains 73475 members 
Mstep: Class 4 contains 121296 members 
Mstep: Class 5 contains 14653 members 
Mstep: Class 6 contains 13173 members 
Mstep: Class 7 contains 42429 members 
Mstep: Class 8 contains 9941 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 59488 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92341 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24723 members 
Mstep: Class 15 contains 111909 members 
Mstep: Class 16 contains 32366 members 
Mstep: Class 17 contains 146480 members 
Mstep: Class 18 contains 50876 members 
Mstep: Class 19 contains 35543 members 
Mstep: Class 20 contains 17485 members 
Mstep: Class 21 contains 51954 members 
Mstep: Class 22 contains 127632 members 
Mstep: Class 23 contains 18483 members 
Mstep: Class 24 contains 912 members 
Mstep: Class 25 contains 6025 members 
Mstep: Class 26 contains 35850 members 
Mstep: Class 27 contains 47460 members 
Mstep: Class 28 contains 15861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436960.000000 Penalty: 240310.328125
Iteration 140F: 29 clusters Score -2.72437e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 23186 members 
Mstep: Class 3 contains 73461 members 
Mstep: Class 4 contains 121294 members 
Mstep: Class 5 contains 14655 members 
Mstep: Class 6 contains 13148 members 
Mstep: Class 7 contains 42445 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 59406 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92357 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24709 members 
Mstep: Class 15 contains 111917 members 
Mstep: Class 16 contains 32364 members 
Mstep: Class 17 contains 146488 members 
Mstep: Class 18 contains 50879 members 
Mstep: Class 19 contains 35543 members 
Mstep: Class 20 contains 17494 members 
Mstep: Class 21 contains 52056 members 
Mstep: Class 22 contains 127617 members 
Mstep: Class 23 contains 18484 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 35797 members 
Mstep: Class 27 contains 47448 members 
Mstep: Class 28 contains 15900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437184.000000 Penalty: 240310.328125
Iteration 141Q: 29 clusters Score -2.724372e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 23182 members 
Mstep: Class 3 contains 73450 members 
Mstep: Class 4 contains 121291 members 
Mstep: Class 5 contains 14658 members 
Mstep: Class 6 contains 13145 members 
Mstep: Class 7 contains 42463 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 7852 members 
Mstep: Class 10 contains 59341 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92373 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24699 members 
Mstep: Class 15 contains 111920 members 
Mstep: Class 16 contains 32355 members 
Mstep: Class 17 contains 146500 members 
Mstep: Class 18 contains 50876 members 
Mstep: Class 19 contains 35540 members 
Mstep: Class 20 contains 17500 members 
Mstep: Class 21 contains 52142 members 
Mstep: Class 22 contains 127606 members 
Mstep: Class 23 contains 18486 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6034 members 
Mstep: Class 26 contains 35732 members 
Mstep: Class 27 contains 47442 members 
Mstep: Class 28 contains 15935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437088.000000 Penalty: 240310.328125
Iteration 142Q: 29 clusters Score -2.724371e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 23175 members 
Mstep: Class 3 contains 73439 members 
Mstep: Class 4 contains 121292 members 
Mstep: Class 5 contains 14663 members 
Mstep: Class 6 contains 13169 members 
Mstep: Class 7 contains 42482 members 
Mstep: Class 8 contains 9960 members 
Mstep: Class 9 contains 7853 members 
Mstep: Class 10 contains 59272 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92388 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24691 members 
Mstep: Class 15 contains 111917 members 
Mstep: Class 16 contains 32363 members 
Mstep: Class 17 contains 146500 members 
Mstep: Class 18 contains 50881 members 
Mstep: Class 19 contains 35542 members 
Mstep: Class 20 contains 17508 members 
Mstep: Class 21 contains 52233 members 
Mstep: Class 22 contains 127591 members 
Mstep: Class 23 contains 18484 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6035 members 
Mstep: Class 26 contains 35636 members 
Mstep: Class 27 contains 47436 members 
Mstep: Class 28 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437280.000000 Penalty: 240310.328125
Iteration 143Q: 29 clusters Score -2.724373e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 23171 members 
Mstep: Class 3 contains 73421 members 
Mstep: Class 4 contains 121288 members 
Mstep: Class 5 contains 14666 members 
Mstep: Class 6 contains 13222 members 
Mstep: Class 7 contains 42490 members 
Mstep: Class 8 contains 9957 members 
Mstep: Class 9 contains 7857 members 
Mstep: Class 10 contains 59206 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92407 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24680 members 
Mstep: Class 15 contains 111919 members 
Mstep: Class 16 contains 32355 members 
Mstep: Class 17 contains 146472 members 
Mstep: Class 18 contains 50880 members 
Mstep: Class 19 contains 35536 members 
Mstep: Class 20 contains 17515 members 
Mstep: Class 21 contains 52324 members 
Mstep: Class 22 contains 127579 members 
Mstep: Class 23 contains 18484 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6043 members 
Mstep: Class 26 contains 35551 members 
Mstep: Class 27 contains 47436 members 
Mstep: Class 28 contains 16015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437920.000000 Penalty: 240310.328125
Iteration 144Q: 29 clusters Score -2.724379e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 23168 members 
Mstep: Class 3 contains 73407 members 
Mstep: Class 4 contains 121280 members 
Mstep: Class 5 contains 14672 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 42498 members 
Mstep: Class 8 contains 9949 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 59148 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92418 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24676 members 
Mstep: Class 15 contains 111919 members 
Mstep: Class 16 contains 32362 members 
Mstep: Class 17 contains 146444 members 
Mstep: Class 18 contains 50874 members 
Mstep: Class 19 contains 35539 members 
Mstep: Class 20 contains 17525 members 
Mstep: Class 21 contains 52415 members 
Mstep: Class 22 contains 127567 members 
Mstep: Class 23 contains 18484 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6049 members 
Mstep: Class 26 contains 35450 members 
Mstep: Class 27 contains 47428 members 
Mstep: Class 28 contains 16060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438112.000000 Penalty: 240310.328125
Iteration 145Q: 29 clusters Score -2.724381e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 23166 members 
Mstep: Class 3 contains 73399 members 
Mstep: Class 4 contains 121287 members 
Mstep: Class 5 contains 14673 members 
Mstep: Class 6 contains 13351 members 
Mstep: Class 7 contains 42508 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 7858 members 
Mstep: Class 10 contains 59105 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92425 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24679 members 
Mstep: Class 15 contains 111919 members 
Mstep: Class 16 contains 32359 members 
Mstep: Class 17 contains 146373 members 
Mstep: Class 18 contains 50876 members 
Mstep: Class 19 contains 35533 members 
Mstep: Class 20 contains 17539 members 
Mstep: Class 21 contains 52516 members 
Mstep: Class 22 contains 127557 members 
Mstep: Class 23 contains 18484 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6052 members 
Mstep: Class 26 contains 35349 members 
Mstep: Class 27 contains 47414 members 
Mstep: Class 28 contains 16099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438560.000000 Penalty: 240310.328125
Iteration 146Q: 29 clusters Score -2.724386e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 23164 members 
Mstep: Class 3 contains 73394 members 
Mstep: Class 4 contains 121290 members 
Mstep: Class 5 contains 14674 members 
Mstep: Class 6 contains 13451 members 
Mstep: Class 7 contains 42521 members 
Mstep: Class 8 contains 9953 members 
Mstep: Class 9 contains 7859 members 
Mstep: Class 10 contains 59061 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92433 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24672 members 
Mstep: Class 15 contains 111924 members 
Mstep: Class 16 contains 32356 members 
Mstep: Class 17 contains 146293 members 
Mstep: Class 18 contains 50880 members 
Mstep: Class 19 contains 35513 members 
Mstep: Class 20 contains 17554 members 
Mstep: Class 21 contains 52623 members 
Mstep: Class 22 contains 127544 members 
Mstep: Class 23 contains 18484 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6053 members 
Mstep: Class 26 contains 35210 members 
Mstep: Class 27 contains 47408 members 
Mstep: Class 28 contains 16152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438784.000000 Penalty: 240310.328125
Iteration 147Q: 29 clusters Score -2.724388e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 23164 members 
Mstep: Class 3 contains 73383 members 
Mstep: Class 4 contains 121292 members 
Mstep: Class 5 contains 14674 members 
Mstep: Class 6 contains 13563 members 
Mstep: Class 7 contains 42537 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 7859 members 
Mstep: Class 10 contains 58997 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92442 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24672 members 
Mstep: Class 15 contains 111931 members 
Mstep: Class 16 contains 32354 members 
Mstep: Class 17 contains 146211 members 
Mstep: Class 18 contains 50890 members 
Mstep: Class 19 contains 35503 members 
Mstep: Class 20 contains 17567 members 
Mstep: Class 21 contains 52743 members 
Mstep: Class 22 contains 127529 members 
Mstep: Class 23 contains 18483 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6057 members 
Mstep: Class 26 contains 35057 members 
Mstep: Class 27 contains 47394 members 
Mstep: Class 28 contains 16200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439264.000000 Penalty: 240310.328125
Iteration 148Q: 29 clusters Score -2.724393e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 23166 members 
Mstep: Class 3 contains 73373 members 
Mstep: Class 4 contains 121286 members 
Mstep: Class 5 contains 14674 members 
Mstep: Class 6 contains 13703 members 
Mstep: Class 7 contains 42545 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 7860 members 
Mstep: Class 10 contains 58940 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92452 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24667 members 
Mstep: Class 15 contains 111936 members 
Mstep: Class 16 contains 32348 members 
Mstep: Class 17 contains 146086 members 
Mstep: Class 18 contains 50891 members 
Mstep: Class 19 contains 35502 members 
Mstep: Class 20 contains 17583 members 
Mstep: Class 21 contains 52859 members 
Mstep: Class 22 contains 127521 members 
Mstep: Class 23 contains 18483 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6062 members 
Mstep: Class 26 contains 34906 members 
Mstep: Class 27 contains 47387 members 
Mstep: Class 28 contains 16269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439168.000000 Penalty: 240310.328125
Iteration 149Q: 29 clusters Score -2.724392e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 23166 members 
Mstep: Class 3 contains 73363 members 
Mstep: Class 4 contains 121289 members 
Mstep: Class 5 contains 14675 members 
Mstep: Class 6 contains 13822 members 
Mstep: Class 7 contains 42563 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 7861 members 
Mstep: Class 10 contains 58854 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92462 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24665 members 
Mstep: Class 15 contains 111935 members 
Mstep: Class 16 contains 32349 members 
Mstep: Class 17 contains 145977 members 
Mstep: Class 18 contains 50888 members 
Mstep: Class 19 contains 35506 members 
Mstep: Class 20 contains 17584 members 
Mstep: Class 21 contains 53007 members 
Mstep: Class 22 contains 127510 members 
Mstep: Class 23 contains 18482 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6067 members 
Mstep: Class 26 contains 34779 members 
Mstep: Class 27 contains 47371 members 
Mstep: Class 28 contains 16323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439712.000000 Penalty: 240310.328125
Iteration 150Q: 29 clusters Score -2.724397e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 23164 members 
Mstep: Class 3 contains 73356 members 
Mstep: Class 4 contains 121287 members 
Mstep: Class 5 contains 14676 members 
Mstep: Class 6 contains 13889 members 
Mstep: Class 7 contains 42574 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 7861 members 
Mstep: Class 10 contains 58781 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92468 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24655 members 
Mstep: Class 15 contains 111940 members 
Mstep: Class 16 contains 32354 members 
Mstep: Class 17 contains 145897 members 
Mstep: Class 18 contains 50891 members 
Mstep: Class 19 contains 35502 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 53161 members 
Mstep: Class 22 contains 127502 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6070 members 
Mstep: Class 26 contains 34683 members 
Mstep: Class 27 contains 47359 members 
Mstep: Class 28 contains 16358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439968.000000 Penalty: 240310.328125
Iteration 151Q: 29 clusters Score -2.7244e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 23161 members 
Mstep: Class 3 contains 73346 members 
Mstep: Class 4 contains 121287 members 
Mstep: Class 5 contains 14681 members 
Mstep: Class 6 contains 13926 members 
Mstep: Class 7 contains 42579 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 58712 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92480 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24645 members 
Mstep: Class 15 contains 111942 members 
Mstep: Class 16 contains 32362 members 
Mstep: Class 17 contains 145821 members 
Mstep: Class 18 contains 50894 members 
Mstep: Class 19 contains 35498 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 53298 members 
Mstep: Class 22 contains 127478 members 
Mstep: Class 23 contains 18483 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6073 members 
Mstep: Class 26 contains 34631 members 
Mstep: Class 27 contains 47352 members 
Mstep: Class 28 contains 16399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440160.000000 Penalty: 240310.328125
Iteration 152Q: 29 clusters Score -2.724402e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 23166 members 
Mstep: Class 3 contains 73333 members 
Mstep: Class 4 contains 121283 members 
Mstep: Class 5 contains 14682 members 
Mstep: Class 6 contains 13935 members 
Mstep: Class 7 contains 42580 members 
Mstep: Class 8 contains 9953 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 58658 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92492 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24636 members 
Mstep: Class 15 contains 111945 members 
Mstep: Class 16 contains 32361 members 
Mstep: Class 17 contains 145777 members 
Mstep: Class 18 contains 50896 members 
Mstep: Class 19 contains 35498 members 
Mstep: Class 20 contains 17597 members 
Mstep: Class 21 contains 53436 members 
Mstep: Class 22 contains 127465 members 
Mstep: Class 23 contains 18484 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 34554 members 
Mstep: Class 27 contains 47353 members 
Mstep: Class 28 contains 16430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440128.000000 Penalty: 240310.328125
Iteration 153Q: 29 clusters Score -2.724401e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 23171 members 
Mstep: Class 3 contains 73327 members 
Mstep: Class 4 contains 121279 members 
Mstep: Class 5 contains 14684 members 
Mstep: Class 6 contains 13931 members 
Mstep: Class 7 contains 42580 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 58582 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92501 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24629 members 
Mstep: Class 15 contains 111942 members 
Mstep: Class 16 contains 32366 members 
Mstep: Class 17 contains 145754 members 
Mstep: Class 18 contains 50901 members 
Mstep: Class 19 contains 35487 members 
Mstep: Class 20 contains 17603 members 
Mstep: Class 21 contains 53566 members 
Mstep: Class 22 contains 127458 members 
Mstep: Class 23 contains 18485 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 34490 members 
Mstep: Class 27 contains 47351 members 
Mstep: Class 28 contains 16479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440160.000000 Penalty: 240310.328125
Iteration 154Q: 29 clusters Score -2.724402e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 23165 members 
Mstep: Class 3 contains 73324 members 
Mstep: Class 4 contains 121278 members 
Mstep: Class 5 contains 14685 members 
Mstep: Class 6 contains 13932 members 
Mstep: Class 7 contains 42584 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 58524 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92511 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24620 members 
Mstep: Class 15 contains 111939 members 
Mstep: Class 16 contains 32352 members 
Mstep: Class 17 contains 145732 members 
Mstep: Class 18 contains 50899 members 
Mstep: Class 19 contains 35484 members 
Mstep: Class 20 contains 17610 members 
Mstep: Class 21 contains 53695 members 
Mstep: Class 22 contains 127445 members 
Mstep: Class 23 contains 18485 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 34445 members 
Mstep: Class 27 contains 47344 members 
Mstep: Class 28 contains 16512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440160.000000 Penalty: 240310.328125
Iteration 155Q: 29 clusters Score -2.724402e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 23167 members 
Mstep: Class 3 contains 73316 members 
Mstep: Class 4 contains 121276 members 
Mstep: Class 5 contains 14685 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 42582 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 7863 members 
Mstep: Class 10 contains 58474 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92516 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24613 members 
Mstep: Class 15 contains 111943 members 
Mstep: Class 16 contains 32348 members 
Mstep: Class 17 contains 145706 members 
Mstep: Class 18 contains 50894 members 
Mstep: Class 19 contains 35478 members 
Mstep: Class 20 contains 17614 members 
Mstep: Class 21 contains 53817 members 
Mstep: Class 22 contains 127440 members 
Mstep: Class 23 contains 18485 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6079 members 
Mstep: Class 26 contains 34431 members 
Mstep: Class 27 contains 47342 members 
Mstep: Class 28 contains 16531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440384.000000 Penalty: 240310.328125
Iteration 156Q: 29 clusters Score -2.724404e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 23160 members 
Mstep: Class 3 contains 73311 members 
Mstep: Class 4 contains 121266 members 
Mstep: Class 5 contains 14686 members 
Mstep: Class 6 contains 13836 members 
Mstep: Class 7 contains 42579 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 7863 members 
Mstep: Class 10 contains 58434 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92520 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24611 members 
Mstep: Class 15 contains 111944 members 
Mstep: Class 16 contains 32351 members 
Mstep: Class 17 contains 145698 members 
Mstep: Class 18 contains 50894 members 
Mstep: Class 19 contains 35470 members 
Mstep: Class 20 contains 17623 members 
Mstep: Class 21 contains 53936 members 
Mstep: Class 22 contains 127431 members 
Mstep: Class 23 contains 18486 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6082 members 
Mstep: Class 26 contains 34412 members 
Mstep: Class 27 contains 47337 members 
Mstep: Class 28 contains 16570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440544.000000 Penalty: 240310.328125
Iteration 157Q: 29 clusters Score -2.724405e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 23156 members 
Mstep: Class 3 contains 73307 members 
Mstep: Class 4 contains 121269 members 
Mstep: Class 5 contains 14686 members 
Mstep: Class 6 contains 13795 members 
Mstep: Class 7 contains 42575 members 
Mstep: Class 8 contains 9951 members 
Mstep: Class 9 contains 7863 members 
Mstep: Class 10 contains 58365 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92524 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24612 members 
Mstep: Class 15 contains 111942 members 
Mstep: Class 16 contains 32354 members 
Mstep: Class 17 contains 145674 members 
Mstep: Class 18 contains 50887 members 
Mstep: Class 19 contains 35463 members 
Mstep: Class 20 contains 17628 members 
Mstep: Class 21 contains 54059 members 
Mstep: Class 22 contains 127428 members 
Mstep: Class 23 contains 18487 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6084 members 
Mstep: Class 26 contains 34399 members 
Mstep: Class 27 contains 47336 members 
Mstep: Class 28 contains 16613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440640.000000 Penalty: 240310.328125
Iteration 158Q: 29 clusters Score -2.724406e+08 nChanged 445
Entering ConstructFrom: 
Score: -272440640.000000 Penalty: 240310.328125
Entering ConstructFrom: 
Trying to split cluster 1 (33602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Entering Unmasked Estep 
Score: -7652902.000000 Penalty: 6383.683594
	Iteration 0F: 2 clusters Score -7652902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -7627671.000000 Penalty: 12767.367188
	Iteration 0F: 3 clusters Score -7627671 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -7635279.000000 Penalty: 12767.367188
	Iteration 1F: 3 clusters Score -7635279 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -7636057.000000 Penalty: 12767.367188
	Iteration 2F: 3 clusters Score -7636057 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -7636599.000000 Penalty: 12767.367188
	Iteration 3Q: 3 clusters Score -7636599 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -7637025.500000 Penalty: 12767.367188
	Iteration 4Q: 3 clusters Score -7637026 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -7637423.000000 Penalty: 12767.367188
	Iteration 5Q: 3 clusters Score -7637423 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -7637842.000000 Penalty: 12767.367188
	Iteration 6Q: 3 clusters Score -7637842 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -7638302.000000 Penalty: 12767.367188
	Iteration 7Q: 3 clusters Score -7638302 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -7638940.000000 Penalty: 12767.367188
	Iteration 8Q: 3 clusters Score -7638940 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -7639639.500000 Penalty: 12767.367188
	Iteration 9Q: 3 clusters Score -7639640 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -7640627.000000 Penalty: 12767.367188
	Iteration 10Q: 3 clusters Score -7640627 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -7641889.500000 Penalty: 12767.367188
	Iteration 11F: 3 clusters Score -7641890 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -7643347.500000 Penalty: 12767.367188
	Iteration 12F: 3 clusters Score -7643348 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7644701.000000 Penalty: 12767.367188
	Iteration 13Q: 3 clusters Score -7644701 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7645638.500000 Penalty: 12767.367188
	Iteration 14Q: 3 clusters Score -7645638 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7646213.500000 Penalty: 12767.367188
	Iteration 15Q: 3 clusters Score -7646214 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7646557.000000 Penalty: 12767.367188
	Iteration 16Q: 3 clusters Score -7646557 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7646743.000000 Penalty: 12767.367188
	Iteration 17Q: 3 clusters Score -7646743 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7646917.000000 Penalty: 12767.367188
	Iteration 18Q: 3 clusters Score -7646917 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7647004.500000 Penalty: 12767.367188
	Iteration 19Q: 3 clusters Score -7647004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7647068.000000 Penalty: 12767.367188
	Iteration 20F: 3 clusters Score -7647068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7647132.000000 Penalty: 12767.367188
	Iteration 21Q: 3 clusters Score -7647132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7647161.000000 Penalty: 12767.367188
	Iteration 22Q: 3 clusters Score -7647161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7647167.000000 Penalty: 12767.367188
	Iteration 23Q: 3 clusters Score -7647167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7647190.500000 Penalty: 12767.367188
	Iteration 24Q: 3 clusters Score -7647190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7647198.500000 Penalty: 12767.367188
	Iteration 25Q: 3 clusters Score -7647198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7647208.500000 Penalty: 12767.367188
	Iteration 26Q: 3 clusters Score -7647208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7647222.500000 Penalty: 12767.367188
	Iteration 27Q: 3 clusters Score -7647222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7647240.000000 Penalty: 12767.367188
	Iteration 28Q: 3 clusters Score -7647240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7647236.000000 Penalty: 12767.367188
	Iteration 29Q: 3 clusters Score -7647236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7647242.000000 Penalty: 12767.367188
	Iteration 30Q: 3 clusters Score -7647242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7647255.000000 Penalty: 12767.367188
	Iteration 31Q: 3 clusters Score -7647255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7647267.500000 Penalty: 12767.367188
	Iteration 32Q: 3 clusters Score -7647268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7647269.500000 Penalty: 12767.367188
	Iteration 33Q: 3 clusters Score -7647270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7647274.000000 Penalty: 12767.367188
	Iteration 34Q: 3 clusters Score -7647274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7647274.000000 Penalty: 12767.367188
	Iteration 35F: 3 clusters Score -7647274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Entering Unmasked Estep 
Score: -5056054.500000 Penalty: 6155.577637
	Iteration 0F: 2 clusters Score -5056054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -5037650.000000 Penalty: 12311.155273
	Iteration 0F: 3 clusters Score -5037650 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -5042682.500000 Penalty: 12311.155273
	Iteration 1F: 3 clusters Score -5042682 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -5043644.500000 Penalty: 12311.155273
	Iteration 2F: 3 clusters Score -5043644 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -5044569.500000 Penalty: 12311.155273
	Iteration 3F: 3 clusters Score -5044570 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -5045699.500000 Penalty: 12311.155273
	Iteration 4F: 3 clusters Score -5045700 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -5047084.500000 Penalty: 12311.155273
	Iteration 5F: 3 clusters Score -5047084 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -5048797.500000 Penalty: 12311.155273
	Iteration 6F: 3 clusters Score -5048798 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5050605.000000 Penalty: 12311.155273
	Iteration 7F: 3 clusters Score -5050605 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -5052088.500000 Penalty: 12311.155273
	Iteration 8F: 3 clusters Score -5052088 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -5052965.500000 Penalty: 12311.155273
	Iteration 9Q: 3 clusters Score -5052966 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -5053492.500000 Penalty: 12311.155273
	Iteration 10Q: 3 clusters Score -5053492 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -5053806.500000 Penalty: 12311.155273
	Iteration 11Q: 3 clusters Score -5053806 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -5054020.000000 Penalty: 12311.155273
	Iteration 12Q: 3 clusters Score -5054020 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5054157.500000 Penalty: 12311.155273
	Iteration 13Q: 3 clusters Score -5054158 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5054242.500000 Penalty: 12311.155273
	Iteration 14Q: 3 clusters Score -5054242 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5054308.000000 Penalty: 12311.155273
	Iteration 15Q: 3 clusters Score -5054308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5054366.000000 Penalty: 12311.155273
	Iteration 16Q: 3 clusters Score -5054366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5054376.000000 Penalty: 12311.155273
	Iteration 17Q: 3 clusters Score -5054376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5054400.500000 Penalty: 12311.155273
	Iteration 18Q: 3 clusters Score -5054400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5054427.500000 Penalty: 12311.155273
	Iteration 19Q: 3 clusters Score -5054428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5054450.500000 Penalty: 12311.155273
	Iteration 20F: 3 clusters Score -5054450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -5054474.000000 Penalty: 12311.155273
	Iteration 21Q: 3 clusters Score -5054474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5054497.000000 Penalty: 12311.155273
	Iteration 22Q: 3 clusters Score -5054497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5054500.000000 Penalty: 12311.155273
	Iteration 23Q: 3 clusters Score -5054500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -5054508.000000 Penalty: 12311.155273
	Iteration 24Q: 3 clusters Score -5054508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5054528.000000 Penalty: 12311.155273
	Iteration 25Q: 3 clusters Score -5054528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5054529.000000 Penalty: 12311.155273
	Iteration 26Q: 3 clusters Score -5054529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5054536.000000 Penalty: 12311.155273
	Iteration 27Q: 3 clusters Score -5054536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5054543.000000 Penalty: 12311.155273
	Iteration 28Q: 3 clusters Score -5054543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5054529.500000 Penalty: 12311.155273
	Iteration 29Q: 3 clusters Score -5054530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5054542.500000 Penalty: 12311.155273
	Iteration 30Q: 3 clusters Score -5054542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -5054543.500000 Penalty: 12311.155273
	Iteration 31Q: 3 clusters Score -5054544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5054530.000000 Penalty: 12311.155273
	Iteration 32Q: 3 clusters Score -5054530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -5054531.500000 Penalty: 12311.155273
	Iteration 33Q: 3 clusters Score -5054532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5054536.000000 Penalty: 12311.155273
	Iteration 34Q: 3 clusters Score -5054536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -5054538.000000 Penalty: 12311.155273
	Iteration 35Q: 3 clusters Score -5054538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5054541.000000 Penalty: 12311.155273
	Iteration 36Q: 3 clusters Score -5054541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5054541.000000 Penalty: 12311.155273
	Iteration 37F: 3 clusters Score -5054541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (73301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Entering Unmasked Estep 
Score: -16752283.000000 Penalty: 6861.426758
	Iteration 0F: 2 clusters Score -1.675228e+07 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 36731 members 
Entering Unmasked Estep 
Score: -16701618.000000 Penalty: 13722.853516
	Iteration 0F: 3 clusters Score -1.670162e+07 nChanged 33151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -16719569.000000 Penalty: 13722.853516
	Iteration 1F: 3 clusters Score -1.671957e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -16720632.000000 Penalty: 13722.853516
	Iteration 2Q: 3 clusters Score -1.672063e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -16721432.000000 Penalty: 13722.853516
	Iteration 3Q: 3 clusters Score -1.672143e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -16722118.000000 Penalty: 13722.853516
	Iteration 4Q: 3 clusters Score -1.672212e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -16722678.000000 Penalty: 13722.853516
	Iteration 5Q: 3 clusters Score -1.672268e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -16723332.000000 Penalty: 13722.853516
	Iteration 6Q: 3 clusters Score -1.672333e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -16724071.000000 Penalty: 13722.853516
	Iteration 7Q: 3 clusters Score -1.672407e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -16724803.000000 Penalty: 13722.853516
	Iteration 8Q: 3 clusters Score -1.67248e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -16725621.000000 Penalty: 13722.853516
	Iteration 9Q: 3 clusters Score -1.672562e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -16726709.000000 Penalty: 13722.853516
	Iteration 10Q: 3 clusters Score -1.672671e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -16727970.000000 Penalty: 13722.853516
	Iteration 11Q: 3 clusters Score -1.672797e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -16729570.000000 Penalty: 13722.853516
	Iteration 12Q: 3 clusters Score -1.672957e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -16731481.000000 Penalty: 13722.853516
	Iteration 13Q: 3 clusters Score -1.673148e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -16733891.000000 Penalty: 13722.853516
	Iteration 14Q: 3 clusters Score -1.673389e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -16736363.000000 Penalty: 13722.853516
	Iteration 15Q: 3 clusters Score -1.673636e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -16738693.000000 Penalty: 13722.853516
	Iteration 16Q: 3 clusters Score -1.673869e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -16740708.000000 Penalty: 13722.853516
	Iteration 17Q: 3 clusters Score -1.674071e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -16742233.000000 Penalty: 13722.853516
	Iteration 18Q: 3 clusters Score -1.674223e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -16743302.000000 Penalty: 13722.853516
	Iteration 19Q: 3 clusters Score -1.67433e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -16744185.000000 Penalty: 13722.853516
	Iteration 20F: 3 clusters Score -1.674418e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -16744807.000000 Penalty: 13722.853516
	Iteration 21Q: 3 clusters Score -1.674481e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -16745275.000000 Penalty: 13722.853516
	Iteration 22Q: 3 clusters Score -1.674528e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -16745541.000000 Penalty: 13722.853516
	Iteration 23Q: 3 clusters Score -1.674554e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -16745805.000000 Penalty: 13722.853516
	Iteration 24Q: 3 clusters Score -1.67458e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -16745994.000000 Penalty: 13722.853516
	Iteration 25Q: 3 clusters Score -1.674599e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -16746142.000000 Penalty: 13722.853516
	Iteration 26Q: 3 clusters Score -1.674614e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -16746228.000000 Penalty: 13722.853516
	Iteration 27Q: 3 clusters Score -1.674623e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -16746306.000000 Penalty: 13722.853516
	Iteration 28Q: 3 clusters Score -1.674631e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 69978 members 
Entering Unmasked Estep 
Score: -16746399.000000 Penalty: 13722.853516
	Iteration 29Q: 3 clusters Score -1.67464e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -16746422.000000 Penalty: 13722.853516
	Iteration 30Q: 3 clusters Score -1.674642e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -16746470.000000 Penalty: 13722.853516
	Iteration 31Q: 3 clusters Score -1.674647e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -16746532.000000 Penalty: 13722.853516
	Iteration 32Q: 3 clusters Score -1.674653e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -16746553.000000 Penalty: 13722.853516
	Iteration 33Q: 3 clusters Score -1.674655e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -16746606.000000 Penalty: 13722.853516
	Iteration 34Q: 3 clusters Score -1.674661e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -16746600.000000 Penalty: 13722.853516
	Iteration 35Q: 3 clusters Score -1.67466e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -16746619.000000 Penalty: 13722.853516
	Iteration 36Q: 3 clusters Score -1.674662e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 70577 members 
Entering Unmasked Estep 
Score: -16746618.000000 Penalty: 13722.853516
	Iteration 37Q: 3 clusters Score -1.674662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -16746647.000000 Penalty: 13722.853516
	Iteration 38Q: 3 clusters Score -1.674665e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -16746649.000000 Penalty: 13722.853516
	Iteration 39Q: 3 clusters Score -1.674665e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -16746664.000000 Penalty: 13722.853516
	Iteration 40F: 3 clusters Score -1.674666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -16746650.000000 Penalty: 13722.853516
	Iteration 41Q: 3 clusters Score -1.674665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -16746669.000000 Penalty: 13722.853516
	Iteration 42Q: 3 clusters Score -1.674667e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -16746710.000000 Penalty: 13722.853516
	Iteration 43Q: 3 clusters Score -1.674671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -16746705.000000 Penalty: 13722.853516
	Iteration 44Q: 3 clusters Score -1.67467e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -16746726.000000 Penalty: 13722.853516
	Iteration 45Q: 3 clusters Score -1.674673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -16746734.000000 Penalty: 13722.853516
	Iteration 46Q: 3 clusters Score -1.674673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -16746747.000000 Penalty: 13722.853516
	Iteration 47Q: 3 clusters Score -1.674675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -16746766.000000 Penalty: 13722.853516
	Iteration 48Q: 3 clusters Score -1.674677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -16746766.000000 Penalty: 13722.853516
	Iteration 49Q: 3 clusters Score -1.674677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -16746767.000000 Penalty: 13722.853516
	Iteration 50Q: 3 clusters Score -1.674677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -16746778.000000 Penalty: 13722.853516
	Iteration 51Q: 3 clusters Score -1.674678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -16746780.000000 Penalty: 13722.853516
	Iteration 52Q: 3 clusters Score -1.674678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -16746802.000000 Penalty: 13722.853516
	Iteration 53Q: 3 clusters Score -1.67468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 70922 members 
Entering Unmasked Estep 
Score: -16746804.000000 Penalty: 13722.853516
	Iteration 54Q: 3 clusters Score -1.67468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -16746799.000000 Penalty: 13722.853516
	Iteration 55Q: 3 clusters Score -1.67468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -16746797.000000 Penalty: 13722.853516
	Iteration 56Q: 3 clusters Score -1.67468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -16746815.000000 Penalty: 13722.853516
	Iteration 57Q: 3 clusters Score -1.674682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -16746813.000000 Penalty: 13722.853516
	Iteration 58Q: 3 clusters Score -1.674681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -16746824.000000 Penalty: 13722.853516
	Iteration 59Q: 3 clusters Score -1.674682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -16746825.000000 Penalty: 13722.853516
	Iteration 60F: 3 clusters Score -1.674682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 70979 members 
Entering Unmasked Estep 
Score: -16746819.000000 Penalty: 13722.853516
	Iteration 61Q: 3 clusters Score -1.674682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -16746830.000000 Penalty: 13722.853516
	Iteration 62Q: 3 clusters Score -1.674683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -16746813.000000 Penalty: 13722.853516
	Iteration 63Q: 3 clusters Score -1.674681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -16746818.000000 Penalty: 13722.853516
	Iteration 64Q: 3 clusters Score -1.674682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -16746830.000000 Penalty: 13722.853516
	Iteration 65Q: 3 clusters Score -1.674683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -16746836.000000 Penalty: 13722.853516
	Iteration 66Q: 3 clusters Score -1.674684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -16746827.000000 Penalty: 13722.853516
	Iteration 67Q: 3 clusters Score -1.674683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -16746841.000000 Penalty: 13722.853516
	Iteration 68Q: 3 clusters Score -1.674684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -16746848.000000 Penalty: 13722.853516
	Iteration 69Q: 3 clusters Score -1.674685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -16746850.000000 Penalty: 13722.853516
	Iteration 70Q: 3 clusters Score -1.674685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -16746844.000000 Penalty: 13722.853516
	Iteration 71Q: 3 clusters Score -1.674684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -16746851.000000 Penalty: 13722.853516
	Iteration 72Q: 3 clusters Score -1.674685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -16746849.000000 Penalty: 13722.853516
	Iteration 73Q: 3 clusters Score -1.674685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -16746844.000000 Penalty: 13722.853516
	Iteration 74Q: 3 clusters Score -1.674684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -16746845.000000 Penalty: 13722.853516
	Iteration 75Q: 3 clusters Score -1.674684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -16746842.000000 Penalty: 13722.853516
	Iteration 76Q: 3 clusters Score -1.674684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -16746830.000000 Penalty: 13722.853516
	Iteration 77Q: 3 clusters Score -1.674683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -16746838.000000 Penalty: 13722.853516
	Iteration 78Q: 3 clusters Score -1.674684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -16746838.000000 Penalty: 13722.853516
	Iteration 79F: 3 clusters Score -1.674684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (121263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121263 members 
Entering Unmasked Estep 
Score: -27530430.000000 Penalty: 7169.751953
	Iteration 0F: 2 clusters Score -2.753043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -27449652.000000 Penalty: 14339.503906
	Iteration 0F: 3 clusters Score -2.744965e+07 nChanged 55885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -27480174.000000 Penalty: 14339.503906
	Iteration 1F: 3 clusters Score -2.748017e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -27481404.000000 Penalty: 14339.503906
	Iteration 2Q: 3 clusters Score -2.74814e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -27482314.000000 Penalty: 14339.503906
	Iteration 3Q: 3 clusters Score -2.748231e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -27483554.000000 Penalty: 14339.503906
	Iteration 4Q: 3 clusters Score -2.748355e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -27484844.000000 Penalty: 14339.503906
	Iteration 5Q: 3 clusters Score -2.748484e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -27486474.000000 Penalty: 14339.503906
	Iteration 6Q: 3 clusters Score -2.748647e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -27488794.000000 Penalty: 14339.503906
	Iteration 7Q: 3 clusters Score -2.748879e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78235 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -27492062.000000 Penalty: 14339.503906
	Iteration 8F: 3 clusters Score -2.749206e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -27496748.000000 Penalty: 14339.503906
	Iteration 9F: 3 clusters Score -2.749675e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92826 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -27502870.000000 Penalty: 14339.503906
	Iteration 10F: 3 clusters Score -2.750287e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100677 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -27509030.000000 Penalty: 14339.503906
	Iteration 11F: 3 clusters Score -2.750903e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107363 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -27514790.000000 Penalty: 14339.503906
	Iteration 12F: 3 clusters Score -2.751479e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112369 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -27519302.000000 Penalty: 14339.503906
	Iteration 13Q: 3 clusters Score -2.75193e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115673 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -27522050.000000 Penalty: 14339.503906
	Iteration 14Q: 3 clusters Score -2.752205e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117479 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -27523384.000000 Penalty: 14339.503906
	Iteration 15Q: 3 clusters Score -2.752338e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118392 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -27523918.000000 Penalty: 14339.503906
	Iteration 16Q: 3 clusters Score -2.752392e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118875 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -27524310.000000 Penalty: 14339.503906
	Iteration 17Q: 3 clusters Score -2.752431e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119139 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -27524550.000000 Penalty: 14339.503906
	Iteration 18Q: 3 clusters Score -2.752455e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119312 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -27524670.000000 Penalty: 14339.503906
	Iteration 19Q: 3 clusters Score -2.752467e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -27524730.000000 Penalty: 14339.503906
	Iteration 20F: 3 clusters Score -2.752473e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119502 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -27524774.000000 Penalty: 14339.503906
	Iteration 21Q: 3 clusters Score -2.752477e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119561 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -27524786.000000 Penalty: 14339.503906
	Iteration 22Q: 3 clusters Score -2.752479e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119596 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -27524790.000000 Penalty: 14339.503906
	Iteration 23Q: 3 clusters Score -2.752479e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119631 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -27524828.000000 Penalty: 14339.503906
	Iteration 24Q: 3 clusters Score -2.752483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119655 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -27524820.000000 Penalty: 14339.503906
	Iteration 25Q: 3 clusters Score -2.752482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119675 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -27524820.000000 Penalty: 14339.503906
	Iteration 26Q: 3 clusters Score -2.752482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -27524846.000000 Penalty: 14339.503906
	Iteration 27Q: 3 clusters Score -2.752485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119707 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -27524878.000000 Penalty: 14339.503906
	Iteration 28Q: 3 clusters Score -2.752488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119714 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -27524876.000000 Penalty: 14339.503906
	Iteration 29Q: 3 clusters Score -2.752488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -27524890.000000 Penalty: 14339.503906
	Iteration 30Q: 3 clusters Score -2.752489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119737 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -27524870.000000 Penalty: 14339.503906
	Iteration 31Q: 3 clusters Score -2.752487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119754 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -27524892.000000 Penalty: 14339.503906
	Iteration 32Q: 3 clusters Score -2.752489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119761 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -27524866.000000 Penalty: 14339.503906
	Iteration 33Q: 3 clusters Score -2.752487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119762 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -27524872.000000 Penalty: 14339.503906
	Iteration 34Q: 3 clusters Score -2.752487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119766 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -27524874.000000 Penalty: 14339.503906
	Iteration 35Q: 3 clusters Score -2.752487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119768 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -27524890.000000 Penalty: 14339.503906
	Iteration 36Q: 3 clusters Score -2.752489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119768 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -27524890.000000 Penalty: 14339.503906
	Iteration 37F: 3 clusters Score -2.752489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Entering Unmasked Estep 
Score: -3284634.750000 Penalty: 5876.764648
	Iteration 0F: 2 clusters Score -3284635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3271526.000000 Penalty: 11753.529297
	Iteration 0F: 3 clusters Score -3271526 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3275110.250000 Penalty: 11753.529297
	Iteration 1F: 3 clusters Score -3275110 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3276009.500000 Penalty: 11753.529297
	Iteration 2F: 3 clusters Score -3276010 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3276646.500000 Penalty: 11753.529297
	Iteration 3F: 3 clusters Score -3276646 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3277286.000000 Penalty: 11753.529297
	Iteration 4F: 3 clusters Score -3277286 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3277884.250000 Penalty: 11753.529297
	Iteration 5F: 3 clusters Score -3277884 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3278497.750000 Penalty: 11753.529297
	Iteration 6F: 3 clusters Score -3278498 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3279120.500000 Penalty: 11753.529297
	Iteration 7F: 3 clusters Score -3279120 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3279771.000000 Penalty: 11753.529297
	Iteration 8Q: 3 clusters Score -3279771 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3280359.000000 Penalty: 11753.529297
	Iteration 9Q: 3 clusters Score -3280359 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3280851.750000 Penalty: 11753.529297
	Iteration 10Q: 3 clusters Score -3280852 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3281275.750000 Penalty: 11753.529297
	Iteration 11Q: 3 clusters Score -3281276 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3281577.000000 Penalty: 11753.529297
	Iteration 12Q: 3 clusters Score -3281577 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3281826.750000 Penalty: 11753.529297
	Iteration 13Q: 3 clusters Score -3281827 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3282001.500000 Penalty: 11753.529297
	Iteration 14Q: 3 clusters Score -3282002 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3282122.500000 Penalty: 11753.529297
	Iteration 15Q: 3 clusters Score -3282122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3282215.500000 Penalty: 11753.529297
	Iteration 16Q: 3 clusters Score -3282216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3282252.750000 Penalty: 11753.529297
	Iteration 17Q: 3 clusters Score -3282253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3282276.750000 Penalty: 11753.529297
	Iteration 18Q: 3 clusters Score -3282277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3282304.000000 Penalty: 11753.529297
	Iteration 19Q: 3 clusters Score -3282304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3282338.250000 Penalty: 11753.529297
	Iteration 20F: 3 clusters Score -3282338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3282364.750000 Penalty: 11753.529297
	Iteration 21Q: 3 clusters Score -3282365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3282377.500000 Penalty: 11753.529297
	Iteration 22Q: 3 clusters Score -3282378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3282390.750000 Penalty: 11753.529297
	Iteration 23Q: 3 clusters Score -3282391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3282409.000000 Penalty: 11753.529297
	Iteration 24Q: 3 clusters Score -3282409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3282410.250000 Penalty: 11753.529297
	Iteration 25Q: 3 clusters Score -3282410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3282418.500000 Penalty: 11753.529297
	Iteration 26Q: 3 clusters Score -3282418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3282424.250000 Penalty: 11753.529297
	Iteration 27Q: 3 clusters Score -3282424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3282426.000000 Penalty: 11753.529297
	Iteration 28Q: 3 clusters Score -3282426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3282427.750000 Penalty: 11753.529297
	Iteration 29Q: 3 clusters Score -3282428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3282436.750000 Penalty: 11753.529297
	Iteration 30Q: 3 clusters Score -3282437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3282434.250000 Penalty: 11753.529297
	Iteration 31Q: 3 clusters Score -3282434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3282434.250000 Penalty: 11753.529297
	Iteration 32F: 3 clusters Score -3282434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Entering Unmasked Estep 
Score: -3158697.750000 Penalty: 5837.321289
	Iteration 0F: 2 clusters Score -3158698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3146069.500000 Penalty: 11674.642578
	Iteration 0F: 3 clusters Score -3146070 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3149052.000000 Penalty: 11674.642578
	Iteration 1F: 3 clusters Score -3149052 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3149659.250000 Penalty: 11674.642578
	Iteration 2F: 3 clusters Score -3149659 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3150014.750000 Penalty: 11674.642578
	Iteration 3F: 3 clusters Score -3150015 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3150253.000000 Penalty: 11674.642578
	Iteration 4Q: 3 clusters Score -3150253 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3150461.750000 Penalty: 11674.642578
	Iteration 5Q: 3 clusters Score -3150462 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3150658.250000 Penalty: 11674.642578
	Iteration 6Q: 3 clusters Score -3150658 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3150823.750000 Penalty: 11674.642578
	Iteration 7Q: 3 clusters Score -3150824 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3150991.500000 Penalty: 11674.642578
	Iteration 8Q: 3 clusters Score -3150992 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3151149.250000 Penalty: 11674.642578
	Iteration 9Q: 3 clusters Score -3151149 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3151338.500000 Penalty: 11674.642578
	Iteration 10Q: 3 clusters Score -3151338 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3151522.000000 Penalty: 11674.642578
	Iteration 11Q: 3 clusters Score -3151522 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3151687.250000 Penalty: 11674.642578
	Iteration 12Q: 3 clusters Score -3151687 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3151876.500000 Penalty: 11674.642578
	Iteration 13Q: 3 clusters Score -3151876 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3152077.750000 Penalty: 11674.642578
	Iteration 14Q: 3 clusters Score -3152078 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3152298.750000 Penalty: 11674.642578
	Iteration 15Q: 3 clusters Score -3152299 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3152530.500000 Penalty: 11674.642578
	Iteration 16Q: 3 clusters Score -3152530 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3152749.750000 Penalty: 11674.642578
	Iteration 17Q: 3 clusters Score -3152750 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3152917.000000 Penalty: 11674.642578
	Iteration 18Q: 3 clusters Score -3152917 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3153076.500000 Penalty: 11674.642578
	Iteration 19Q: 3 clusters Score -3153076 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3153183.500000 Penalty: 11674.642578
	Iteration 20F: 3 clusters Score -3153184 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3153257.500000 Penalty: 11674.642578
	Iteration 21Q: 3 clusters Score -3153258 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3153335.750000 Penalty: 11674.642578
	Iteration 22Q: 3 clusters Score -3153336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3153416.500000 Penalty: 11674.642578
	Iteration 23Q: 3 clusters Score -3153416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3153473.750000 Penalty: 11674.642578
	Iteration 24Q: 3 clusters Score -3153474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3153532.250000 Penalty: 11674.642578
	Iteration 25Q: 3 clusters Score -3153532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3153568.000000 Penalty: 11674.642578
	Iteration 26Q: 3 clusters Score -3153568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3153593.000000 Penalty: 11674.642578
	Iteration 27Q: 3 clusters Score -3153593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3153619.250000 Penalty: 11674.642578
	Iteration 28Q: 3 clusters Score -3153619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3153654.500000 Penalty: 11674.642578
	Iteration 29Q: 3 clusters Score -3153654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3153667.000000 Penalty: 11674.642578
	Iteration 30Q: 3 clusters Score -3153667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3153694.000000 Penalty: 11674.642578
	Iteration 31Q: 3 clusters Score -3153694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3153714.000000 Penalty: 11674.642578
	Iteration 32Q: 3 clusters Score -3153714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3153724.750000 Penalty: 11674.642578
	Iteration 33Q: 3 clusters Score -3153725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3153741.000000 Penalty: 11674.642578
	Iteration 34Q: 3 clusters Score -3153741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3153757.750000 Penalty: 11674.642578
	Iteration 35Q: 3 clusters Score -3153758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3153754.250000 Penalty: 11674.642578
	Iteration 36Q: 3 clusters Score -3153754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3153770.000000 Penalty: 11674.642578
	Iteration 37Q: 3 clusters Score -3153770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3153771.750000 Penalty: 11674.642578
	Iteration 38Q: 3 clusters Score -3153772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3153771.250000 Penalty: 11674.642578
	Iteration 39Q: 3 clusters Score -3153771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3153775.500000 Penalty: 11674.642578
	Iteration 40F: 3 clusters Score -3153776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3153783.250000 Penalty: 11674.642578
	Iteration 41Q: 3 clusters Score -3153783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3153789.250000 Penalty: 11674.642578
	Iteration 42Q: 3 clusters Score -3153789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3153788.750000 Penalty: 11674.642578
	Iteration 43Q: 3 clusters Score -3153789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3153797.000000 Penalty: 11674.642578
	Iteration 44Q: 3 clusters Score -3153797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3153801.250000 Penalty: 11674.642578
	Iteration 45Q: 3 clusters Score -3153801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3153797.500000 Penalty: 11674.642578
	Iteration 46Q: 3 clusters Score -3153798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3153800.750000 Penalty: 11674.642578
	Iteration 47Q: 3 clusters Score -3153801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3153802.500000 Penalty: 11674.642578
	Iteration 48Q: 3 clusters Score -3153802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3153805.500000 Penalty: 11674.642578
	Iteration 49Q: 3 clusters Score -3153806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3153808.250000 Penalty: 11674.642578
	Iteration 50Q: 3 clusters Score -3153808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3153816.000000 Penalty: 11674.642578
	Iteration 51Q: 3 clusters Score -3153816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3153821.250000 Penalty: 11674.642578
	Iteration 52Q: 3 clusters Score -3153821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3153833.000000 Penalty: 11674.642578
	Iteration 53Q: 3 clusters Score -3153833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3153841.750000 Penalty: 11674.642578
	Iteration 54Q: 3 clusters Score -3153842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3153854.500000 Penalty: 11674.642578
	Iteration 55Q: 3 clusters Score -3153854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3153885.250000 Penalty: 11674.642578
	Iteration 56Q: 3 clusters Score -3153885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3153889.250000 Penalty: 11674.642578
	Iteration 57Q: 3 clusters Score -3153889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3153889.000000 Penalty: 11674.642578
	Iteration 58Q: 3 clusters Score -3153889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3153901.000000 Penalty: 11674.642578
	Iteration 59Q: 3 clusters Score -3153901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3153909.250000 Penalty: 11674.642578
	Iteration 60F: 3 clusters Score -3153909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3153908.750000 Penalty: 11674.642578
	Iteration 61Q: 3 clusters Score -3153909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3153908.250000 Penalty: 11674.642578
	Iteration 62Q: 3 clusters Score -3153908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3153911.000000 Penalty: 11674.642578
	Iteration 63Q: 3 clusters Score -3153911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3153918.000000 Penalty: 11674.642578
	Iteration 64Q: 3 clusters Score -3153918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3153921.750000 Penalty: 11674.642578
	Iteration 65Q: 3 clusters Score -3153922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3153926.250000 Penalty: 11674.642578
	Iteration 66Q: 3 clusters Score -3153926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3153930.750000 Penalty: 11674.642578
	Iteration 67Q: 3 clusters Score -3153931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3153933.750000 Penalty: 11674.642578
	Iteration 68Q: 3 clusters Score -3153934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3153933.750000 Penalty: 11674.642578
	Iteration 69F: 3 clusters Score -3153934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Entering Unmasked Estep 
Score: -9766719.000000 Penalty: 6528.607910
	Iteration 0F: 2 clusters Score -9766719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -9735777.000000 Penalty: 13057.215820
	Iteration 0F: 3 clusters Score -9735777 nChanged 18524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -9745611.000000 Penalty: 13057.215820
	Iteration 1F: 3 clusters Score -9745611 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -9746502.000000 Penalty: 13057.215820
	Iteration 2F: 3 clusters Score -9746502 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -9747153.000000 Penalty: 13057.215820
	Iteration 3Q: 3 clusters Score -9747153 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -9747712.000000 Penalty: 13057.215820
	Iteration 4Q: 3 clusters Score -9747712 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -9748233.000000 Penalty: 13057.215820
	Iteration 5Q: 3 clusters Score -9748233 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -9748729.000000 Penalty: 13057.215820
	Iteration 6Q: 3 clusters Score -9748729 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -9749242.000000 Penalty: 13057.215820
	Iteration 7Q: 3 clusters Score -9749242 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -9749886.000000 Penalty: 13057.215820
	Iteration 8Q: 3 clusters Score -9749886 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -9750493.000000 Penalty: 13057.215820
	Iteration 9Q: 3 clusters Score -9750493 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -9751222.000000 Penalty: 13057.215820
	Iteration 10Q: 3 clusters Score -9751222 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -9752152.000000 Penalty: 13057.215820
	Iteration 11Q: 3 clusters Score -9752152 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -9753057.000000 Penalty: 13057.215820
	Iteration 12Q: 3 clusters Score -9753057 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -9753917.000000 Penalty: 13057.215820
	Iteration 13Q: 3 clusters Score -9753917 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -9754690.000000 Penalty: 13057.215820
	Iteration 14Q: 3 clusters Score -9754690 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -9755332.000000 Penalty: 13057.215820
	Iteration 15Q: 3 clusters Score -9755332 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -9755998.000000 Penalty: 13057.215820
	Iteration 16Q: 3 clusters Score -9755998 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -9756640.000000 Penalty: 13057.215820
	Iteration 17Q: 3 clusters Score -9756640 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -9757273.000000 Penalty: 13057.215820
	Iteration 18Q: 3 clusters Score -9757273 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -9757800.000000 Penalty: 13057.215820
	Iteration 19Q: 3 clusters Score -9757800 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -9758430.000000 Penalty: 13057.215820
	Iteration 20F: 3 clusters Score -9758430 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -9759073.000000 Penalty: 13057.215820
	Iteration 21Q: 3 clusters Score -9759073 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -9759610.000000 Penalty: 13057.215820
	Iteration 22Q: 3 clusters Score -9759610 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -9760053.000000 Penalty: 13057.215820
	Iteration 23Q: 3 clusters Score -9760053 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -9760380.000000 Penalty: 13057.215820
	Iteration 24Q: 3 clusters Score -9760380 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -9760664.000000 Penalty: 13057.215820
	Iteration 25Q: 3 clusters Score -9760664 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -9761041.000000 Penalty: 13057.215820
	Iteration 26Q: 3 clusters Score -9761041 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -9761421.000000 Penalty: 13057.215820
	Iteration 27Q: 3 clusters Score -9761421 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -9761724.000000 Penalty: 13057.215820
	Iteration 28Q: 3 clusters Score -9761724 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -9761957.000000 Penalty: 13057.215820
	Iteration 29Q: 3 clusters Score -9761957 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -9762046.000000 Penalty: 13057.215820
	Iteration 30Q: 3 clusters Score -9762046 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -9762137.000000 Penalty: 13057.215820
	Iteration 31Q: 3 clusters Score -9762137 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -9762150.000000 Penalty: 13057.215820
	Iteration 32Q: 3 clusters Score -9762150 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -9762155.000000 Penalty: 13057.215820
	Iteration 33Q: 3 clusters Score -9762155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -9762176.000000 Penalty: 13057.215820
	Iteration 34Q: 3 clusters Score -9762176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -9762204.000000 Penalty: 13057.215820
	Iteration 35Q: 3 clusters Score -9762204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -9762192.000000 Penalty: 13057.215820
	Iteration 36Q: 3 clusters Score -9762192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -9762218.000000 Penalty: 13057.215820
	Iteration 37Q: 3 clusters Score -9762218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -9762213.000000 Penalty: 13057.215820
	Iteration 38Q: 3 clusters Score -9762213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -9762222.000000 Penalty: 13057.215820
	Iteration 39Q: 3 clusters Score -9762222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -9762223.000000 Penalty: 13057.215820
	Iteration 40F: 3 clusters Score -9762223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -9762228.000000 Penalty: 13057.215820
	Iteration 41Q: 3 clusters Score -9762228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -9762239.000000 Penalty: 13057.215820
	Iteration 42Q: 3 clusters Score -9762239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -9762245.000000 Penalty: 13057.215820
	Iteration 43Q: 3 clusters Score -9762245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -9762237.000000 Penalty: 13057.215820
	Iteration 44Q: 3 clusters Score -9762237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -9762253.000000 Penalty: 13057.215820
	Iteration 45Q: 3 clusters Score -9762253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -9762240.000000 Penalty: 13057.215820
	Iteration 46Q: 3 clusters Score -9762240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -9762240.000000 Penalty: 13057.215820
	Iteration 47Q: 3 clusters Score -9762240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -9762237.000000 Penalty: 13057.215820
	Iteration 48Q: 3 clusters Score -9762237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -9762234.000000 Penalty: 13057.215820
	Iteration 49Q: 3 clusters Score -9762234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -9762230.000000 Penalty: 13057.215820
	Iteration 50Q: 3 clusters Score -9762230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -9762233.000000 Penalty: 13057.215820
	Iteration 51Q: 3 clusters Score -9762233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -9762233.000000 Penalty: 13057.215820
	Iteration 52F: 3 clusters Score -9762233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -2220221.000000 Penalty: 5638.017090
	Iteration 0F: 2 clusters Score -2220221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2209938.000000 Penalty: 11276.034180
	Iteration 0F: 3 clusters Score -2209938 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2212085.500000 Penalty: 11276.034180
	Iteration 1F: 3 clusters Score -2212086 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2212535.000000 Penalty: 11276.034180
	Iteration 2F: 3 clusters Score -2212535 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2212845.250000 Penalty: 11276.034180
	Iteration 3F: 3 clusters Score -2212845 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2213069.500000 Penalty: 11276.034180
	Iteration 4Q: 3 clusters Score -2213070 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2213222.750000 Penalty: 11276.034180
	Iteration 5Q: 3 clusters Score -2213223 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2213348.500000 Penalty: 11276.034180
	Iteration 6Q: 3 clusters Score -2213348 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2213462.500000 Penalty: 11276.034180
	Iteration 7Q: 3 clusters Score -2213462 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2213552.750000 Penalty: 11276.034180
	Iteration 8Q: 3 clusters Score -2213553 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2213645.000000 Penalty: 11276.034180
	Iteration 9Q: 3 clusters Score -2213645 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2213724.250000 Penalty: 11276.034180
	Iteration 10Q: 3 clusters Score -2213724 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2213786.000000 Penalty: 11276.034180
	Iteration 11Q: 3 clusters Score -2213786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2213854.250000 Penalty: 11276.034180
	Iteration 12Q: 3 clusters Score -2213854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2213903.500000 Penalty: 11276.034180
	Iteration 13Q: 3 clusters Score -2213904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2213945.000000 Penalty: 11276.034180
	Iteration 14Q: 3 clusters Score -2213945 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2213988.750000 Penalty: 11276.034180
	Iteration 15Q: 3 clusters Score -2213989 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2214038.000000 Penalty: 11276.034180
	Iteration 16Q: 3 clusters Score -2214038 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2214095.000000 Penalty: 11276.034180
	Iteration 17Q: 3 clusters Score -2214095 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2214145.500000 Penalty: 11276.034180
	Iteration 18Q: 3 clusters Score -2214146 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2214201.000000 Penalty: 11276.034180
	Iteration 19Q: 3 clusters Score -2214201 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2214252.000000 Penalty: 11276.034180
	Iteration 20F: 3 clusters Score -2214252 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2214291.500000 Penalty: 11276.034180
	Iteration 21Q: 3 clusters Score -2214292 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2214335.250000 Penalty: 11276.034180
	Iteration 22Q: 3 clusters Score -2214335 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2214386.500000 Penalty: 11276.034180
	Iteration 23Q: 3 clusters Score -2214386 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2214462.000000 Penalty: 11276.034180
	Iteration 24Q: 3 clusters Score -2214462 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2214537.250000 Penalty: 11276.034180
	Iteration 25Q: 3 clusters Score -2214537 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2214626.000000 Penalty: 11276.034180
	Iteration 26Q: 3 clusters Score -2214626 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2214740.500000 Penalty: 11276.034180
	Iteration 27Q: 3 clusters Score -2214740 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2214870.750000 Penalty: 11276.034180
	Iteration 28Q: 3 clusters Score -2214871 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2214997.500000 Penalty: 11276.034180
	Iteration 29Q: 3 clusters Score -2214998 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2215146.000000 Penalty: 11276.034180
	Iteration 30Q: 3 clusters Score -2215146 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2215296.750000 Penalty: 11276.034180
	Iteration 31Q: 3 clusters Score -2215297 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2215454.000000 Penalty: 11276.034180
	Iteration 32Q: 3 clusters Score -2215454 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2215573.000000 Penalty: 11276.034180
	Iteration 33Q: 3 clusters Score -2215573 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2215667.000000 Penalty: 11276.034180
	Iteration 34Q: 3 clusters Score -2215667 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2215747.000000 Penalty: 11276.034180
	Iteration 35Q: 3 clusters Score -2215747 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2215824.250000 Penalty: 11276.034180
	Iteration 36Q: 3 clusters Score -2215824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2215891.000000 Penalty: 11276.034180
	Iteration 37Q: 3 clusters Score -2215891 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2215940.000000 Penalty: 11276.034180
	Iteration 38Q: 3 clusters Score -2215940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2215994.000000 Penalty: 11276.034180
	Iteration 39Q: 3 clusters Score -2215994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2216040.250000 Penalty: 11276.034180
	Iteration 40F: 3 clusters Score -2216040 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2216091.500000 Penalty: 11276.034180
	Iteration 41Q: 3 clusters Score -2216092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2216136.750000 Penalty: 11276.034180
	Iteration 42Q: 3 clusters Score -2216137 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2216184.500000 Penalty: 11276.034180
	Iteration 43Q: 3 clusters Score -2216184 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2216226.000000 Penalty: 11276.034180
	Iteration 44Q: 3 clusters Score -2216226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2216259.000000 Penalty: 11276.034180
	Iteration 45Q: 3 clusters Score -2216259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2216292.250000 Penalty: 11276.034180
	Iteration 46Q: 3 clusters Score -2216292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2216306.500000 Penalty: 11276.034180
	Iteration 47Q: 3 clusters Score -2216306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2216323.750000 Penalty: 11276.034180
	Iteration 48Q: 3 clusters Score -2216324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2216337.750000 Penalty: 11276.034180
	Iteration 49Q: 3 clusters Score -2216338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2216344.750000 Penalty: 11276.034180
	Iteration 50Q: 3 clusters Score -2216345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2216352.250000 Penalty: 11276.034180
	Iteration 51Q: 3 clusters Score -2216352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2216356.000000 Penalty: 11276.034180
	Iteration 52Q: 3 clusters Score -2216356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2216359.500000 Penalty: 11276.034180
	Iteration 53Q: 3 clusters Score -2216360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2216366.000000 Penalty: 11276.034180
	Iteration 54Q: 3 clusters Score -2216366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2216370.000000 Penalty: 11276.034180
	Iteration 55Q: 3 clusters Score -2216370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2216373.750000 Penalty: 11276.034180
	Iteration 56Q: 3 clusters Score -2216374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2216377.000000 Penalty: 11276.034180
	Iteration 57Q: 3 clusters Score -2216377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2216378.750000 Penalty: 11276.034180
	Iteration 58Q: 3 clusters Score -2216379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2216383.500000 Penalty: 11276.034180
	Iteration 59Q: 3 clusters Score -2216384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2216389.250000 Penalty: 11276.034180
	Iteration 60F: 3 clusters Score -2216389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2216389.750000 Penalty: 11276.034180
	Iteration 61Q: 3 clusters Score -2216390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2216395.000000 Penalty: 11276.034180
	Iteration 62Q: 3 clusters Score -2216395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2216394.750000 Penalty: 11276.034180
	Iteration 63Q: 3 clusters Score -2216395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2216403.500000 Penalty: 11276.034180
	Iteration 64Q: 3 clusters Score -2216404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2216400.750000 Penalty: 11276.034180
	Iteration 65Q: 3 clusters Score -2216401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2216405.000000 Penalty: 11276.034180
	Iteration 66Q: 3 clusters Score -2216405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2216405.250000 Penalty: 11276.034180
	Iteration 67Q: 3 clusters Score -2216405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2216408.250000 Penalty: 11276.034180
	Iteration 68Q: 3 clusters Score -2216408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2216403.000000 Penalty: 11276.034180
	Iteration 69Q: 3 clusters Score -2216403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2216403.000000 Penalty: 11276.034180
	Iteration 70F: 3 clusters Score -2216403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Entering Unmasked Estep 
Score: -1816696.750000 Penalty: 5494.077637
	Iteration 0F: 2 clusters Score -1816697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1807684.875000 Penalty: 10988.155273
	Iteration 0F: 3 clusters Score -1807685 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1809413.750000 Penalty: 10988.155273
	Iteration 1F: 3 clusters Score -1809414 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1809835.000000 Penalty: 10988.155273
	Iteration 2F: 3 clusters Score -1809835 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1810088.125000 Penalty: 10988.155273
	Iteration 3Q: 3 clusters Score -1810088 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1810266.500000 Penalty: 10988.155273
	Iteration 4Q: 3 clusters Score -1810266 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1810396.250000 Penalty: 10988.155273
	Iteration 5Q: 3 clusters Score -1810396 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1810484.125000 Penalty: 10988.155273
	Iteration 6Q: 3 clusters Score -1810484 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1810548.500000 Penalty: 10988.155273
	Iteration 7Q: 3 clusters Score -1810548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1810613.625000 Penalty: 10988.155273
	Iteration 8Q: 3 clusters Score -1810614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1810668.500000 Penalty: 10988.155273
	Iteration 9Q: 3 clusters Score -1810668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1810720.875000 Penalty: 10988.155273
	Iteration 10Q: 3 clusters Score -1810721 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1810780.750000 Penalty: 10988.155273
	Iteration 11Q: 3 clusters Score -1810781 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1810816.875000 Penalty: 10988.155273
	Iteration 12Q: 3 clusters Score -1810817 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1810865.000000 Penalty: 10988.155273
	Iteration 13Q: 3 clusters Score -1810865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1810907.500000 Penalty: 10988.155273
	Iteration 14Q: 3 clusters Score -1810908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1810943.500000 Penalty: 10988.155273
	Iteration 15Q: 3 clusters Score -1810944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1810984.250000 Penalty: 10988.155273
	Iteration 16Q: 3 clusters Score -1810984 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1811020.750000 Penalty: 10988.155273
	Iteration 17Q: 3 clusters Score -1811021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1811069.250000 Penalty: 10988.155273
	Iteration 18Q: 3 clusters Score -1811069 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1811130.125000 Penalty: 10988.155273
	Iteration 19Q: 3 clusters Score -1811130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1811177.375000 Penalty: 10988.155273
	Iteration 20F: 3 clusters Score -1811177 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1811224.250000 Penalty: 10988.155273
	Iteration 21Q: 3 clusters Score -1811224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1811279.500000 Penalty: 10988.155273
	Iteration 22Q: 3 clusters Score -1811280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1811333.250000 Penalty: 10988.155273
	Iteration 23Q: 3 clusters Score -1811333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1811375.750000 Penalty: 10988.155273
	Iteration 24Q: 3 clusters Score -1811376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1811431.750000 Penalty: 10988.155273
	Iteration 25Q: 3 clusters Score -1811432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1811469.625000 Penalty: 10988.155273
	Iteration 26Q: 3 clusters Score -1811470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1811501.375000 Penalty: 10988.155273
	Iteration 27Q: 3 clusters Score -1811501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1811527.250000 Penalty: 10988.155273
	Iteration 28Q: 3 clusters Score -1811527 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1811554.500000 Penalty: 10988.155273
	Iteration 29Q: 3 clusters Score -1811554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1811587.125000 Penalty: 10988.155273
	Iteration 30Q: 3 clusters Score -1811587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1811613.625000 Penalty: 10988.155273
	Iteration 31Q: 3 clusters Score -1811614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1811632.625000 Penalty: 10988.155273
	Iteration 32Q: 3 clusters Score -1811633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1811650.500000 Penalty: 10988.155273
	Iteration 33Q: 3 clusters Score -1811650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1811666.250000 Penalty: 10988.155273
	Iteration 34Q: 3 clusters Score -1811666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1811688.125000 Penalty: 10988.155273
	Iteration 35Q: 3 clusters Score -1811688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1811705.750000 Penalty: 10988.155273
	Iteration 36Q: 3 clusters Score -1811706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1811719.750000 Penalty: 10988.155273
	Iteration 37Q: 3 clusters Score -1811720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1811734.750000 Penalty: 10988.155273
	Iteration 38Q: 3 clusters Score -1811735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1811745.500000 Penalty: 10988.155273
	Iteration 39Q: 3 clusters Score -1811746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1811756.625000 Penalty: 10988.155273
	Iteration 40F: 3 clusters Score -1811757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1811769.000000 Penalty: 10988.155273
	Iteration 41Q: 3 clusters Score -1811769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1811773.125000 Penalty: 10988.155273
	Iteration 42Q: 3 clusters Score -1811773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1811773.000000 Penalty: 10988.155273
	Iteration 43Q: 3 clusters Score -1811773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1811777.750000 Penalty: 10988.155273
	Iteration 44Q: 3 clusters Score -1811778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1811781.000000 Penalty: 10988.155273
	Iteration 45Q: 3 clusters Score -1811781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1811786.875000 Penalty: 10988.155273
	Iteration 46Q: 3 clusters Score -1811787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1811787.500000 Penalty: 10988.155273
	Iteration 47Q: 3 clusters Score -1811788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1811792.125000 Penalty: 10988.155273
	Iteration 48Q: 3 clusters Score -1811792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1811795.375000 Penalty: 10988.155273
	Iteration 49Q: 3 clusters Score -1811795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1811797.000000 Penalty: 10988.155273
	Iteration 50Q: 3 clusters Score -1811797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1811797.000000 Penalty: 10988.155273
	Iteration 51F: 3 clusters Score -1811797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Entering Unmasked Estep 
Score: -13228788.000000 Penalty: 6721.023438
	Iteration 0F: 2 clusters Score -1.322879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -13187667.000000 Penalty: 13442.046875
	Iteration 0F: 3 clusters Score -1.318767e+07 nChanged 25893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -13201691.000000 Penalty: 13442.046875
	Iteration 1F: 3 clusters Score -1.320169e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -13202701.000000 Penalty: 13442.046875
	Iteration 2F: 3 clusters Score -1.32027e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -13203659.000000 Penalty: 13442.046875
	Iteration 3Q: 3 clusters Score -1.320366e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -13204540.000000 Penalty: 13442.046875
	Iteration 4Q: 3 clusters Score -1.320454e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -13205370.000000 Penalty: 13442.046875
	Iteration 5Q: 3 clusters Score -1.320537e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -13206392.000000 Penalty: 13442.046875
	Iteration 6Q: 3 clusters Score -1.320639e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -13207323.000000 Penalty: 13442.046875
	Iteration 7Q: 3 clusters Score -1.320732e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -13208249.000000 Penalty: 13442.046875
	Iteration 8Q: 3 clusters Score -1.320825e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -13209235.000000 Penalty: 13442.046875
	Iteration 9Q: 3 clusters Score -1.320924e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -13210095.000000 Penalty: 13442.046875
	Iteration 10Q: 3 clusters Score -1.32101e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -13211059.000000 Penalty: 13442.046875
	Iteration 11Q: 3 clusters Score -1.321106e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -13211895.000000 Penalty: 13442.046875
	Iteration 12Q: 3 clusters Score -1.32119e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -13212803.000000 Penalty: 13442.046875
	Iteration 13Q: 3 clusters Score -1.32128e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -13213728.000000 Penalty: 13442.046875
	Iteration 14Q: 3 clusters Score -1.321373e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -13214774.000000 Penalty: 13442.046875
	Iteration 15Q: 3 clusters Score -1.321477e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -13215815.000000 Penalty: 13442.046875
	Iteration 16Q: 3 clusters Score -1.321582e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -13216727.000000 Penalty: 13442.046875
	Iteration 17Q: 3 clusters Score -1.321673e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -13217579.000000 Penalty: 13442.046875
	Iteration 18Q: 3 clusters Score -1.321758e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -13218253.000000 Penalty: 13442.046875
	Iteration 19Q: 3 clusters Score -1.321825e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -13218714.000000 Penalty: 13442.046875
	Iteration 20F: 3 clusters Score -1.321871e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -13219021.000000 Penalty: 13442.046875
	Iteration 21Q: 3 clusters Score -1.321902e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -13219315.000000 Penalty: 13442.046875
	Iteration 22Q: 3 clusters Score -1.321932e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -13219515.000000 Penalty: 13442.046875
	Iteration 23Q: 3 clusters Score -1.321952e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -13219668.000000 Penalty: 13442.046875
	Iteration 24Q: 3 clusters Score -1.321967e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -13219833.000000 Penalty: 13442.046875
	Iteration 25Q: 3 clusters Score -1.321983e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -13219960.000000 Penalty: 13442.046875
	Iteration 26Q: 3 clusters Score -1.321996e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -13220099.000000 Penalty: 13442.046875
	Iteration 27Q: 3 clusters Score -1.32201e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -13220254.000000 Penalty: 13442.046875
	Iteration 28Q: 3 clusters Score -1.322025e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -13220373.000000 Penalty: 13442.046875
	Iteration 29Q: 3 clusters Score -1.322037e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -13220438.000000 Penalty: 13442.046875
	Iteration 30Q: 3 clusters Score -1.322044e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -13220550.000000 Penalty: 13442.046875
	Iteration 31Q: 3 clusters Score -1.322055e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -13220641.000000 Penalty: 13442.046875
	Iteration 32Q: 3 clusters Score -1.322064e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -13220743.000000 Penalty: 13442.046875
	Iteration 33Q: 3 clusters Score -1.322074e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -13220830.000000 Penalty: 13442.046875
	Iteration 34Q: 3 clusters Score -1.322083e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -13220976.000000 Penalty: 13442.046875
	Iteration 35Q: 3 clusters Score -1.322098e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -13221083.000000 Penalty: 13442.046875
	Iteration 36Q: 3 clusters Score -1.322108e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -13221184.000000 Penalty: 13442.046875
	Iteration 37Q: 3 clusters Score -1.322118e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -13221211.000000 Penalty: 13442.046875
	Iteration 38Q: 3 clusters Score -1.322121e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -13221297.000000 Penalty: 13442.046875
	Iteration 39Q: 3 clusters Score -1.32213e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -13221409.000000 Penalty: 13442.046875
	Iteration 40F: 3 clusters Score -1.322141e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -13221492.000000 Penalty: 13442.046875
	Iteration 41Q: 3 clusters Score -1.322149e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -13221586.000000 Penalty: 13442.046875
	Iteration 42Q: 3 clusters Score -1.322159e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -13221743.000000 Penalty: 13442.046875
	Iteration 43Q: 3 clusters Score -1.322174e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -13221839.000000 Penalty: 13442.046875
	Iteration 44Q: 3 clusters Score -1.322184e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -13221983.000000 Penalty: 13442.046875
	Iteration 45Q: 3 clusters Score -1.322198e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -13222109.000000 Penalty: 13442.046875
	Iteration 46Q: 3 clusters Score -1.322211e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -13222180.000000 Penalty: 13442.046875
	Iteration 47Q: 3 clusters Score -1.322218e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -13222298.000000 Penalty: 13442.046875
	Iteration 48Q: 3 clusters Score -1.32223e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -13222417.000000 Penalty: 13442.046875
	Iteration 49Q: 3 clusters Score -1.322242e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -13222526.000000 Penalty: 13442.046875
	Iteration 50Q: 3 clusters Score -1.322253e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -13222588.000000 Penalty: 13442.046875
	Iteration 51Q: 3 clusters Score -1.322259e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -13222647.000000 Penalty: 13442.046875
	Iteration 52Q: 3 clusters Score -1.322265e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -13222695.000000 Penalty: 13442.046875
	Iteration 53Q: 3 clusters Score -1.32227e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -13222781.000000 Penalty: 13442.046875
	Iteration 54Q: 3 clusters Score -1.322278e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -13222846.000000 Penalty: 13442.046875
	Iteration 55Q: 3 clusters Score -1.322285e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -13222929.000000 Penalty: 13442.046875
	Iteration 56Q: 3 clusters Score -1.322293e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -13222985.000000 Penalty: 13442.046875
	Iteration 57Q: 3 clusters Score -1.322298e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -13223022.000000 Penalty: 13442.046875
	Iteration 58Q: 3 clusters Score -1.322302e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -13223069.000000 Penalty: 13442.046875
	Iteration 59Q: 3 clusters Score -1.322307e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -13223097.000000 Penalty: 13442.046875
	Iteration 60F: 3 clusters Score -1.32231e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -13223147.000000 Penalty: 13442.046875
	Iteration 61Q: 3 clusters Score -1.322315e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -13223163.000000 Penalty: 13442.046875
	Iteration 62Q: 3 clusters Score -1.322316e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -13223169.000000 Penalty: 13442.046875
	Iteration 63Q: 3 clusters Score -1.322317e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -13223206.000000 Penalty: 13442.046875
	Iteration 64Q: 3 clusters Score -1.322321e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -13223202.000000 Penalty: 13442.046875
	Iteration 65Q: 3 clusters Score -1.32232e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -13223214.000000 Penalty: 13442.046875
	Iteration 66Q: 3 clusters Score -1.322321e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -13223280.000000 Penalty: 13442.046875
	Iteration 67Q: 3 clusters Score -1.322328e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -13223270.000000 Penalty: 13442.046875
	Iteration 68Q: 3 clusters Score -1.322327e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -13223313.000000 Penalty: 13442.046875
	Iteration 69Q: 3 clusters Score -1.322331e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -13223328.000000 Penalty: 13442.046875
	Iteration 70Q: 3 clusters Score -1.322333e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -13223332.000000 Penalty: 13442.046875
	Iteration 71Q: 3 clusters Score -1.322333e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -13223338.000000 Penalty: 13442.046875
	Iteration 72Q: 3 clusters Score -1.322334e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -13223348.000000 Penalty: 13442.046875
	Iteration 73Q: 3 clusters Score -1.322335e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -13223347.000000 Penalty: 13442.046875
	Iteration 74Q: 3 clusters Score -1.322335e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -13223357.000000 Penalty: 13442.046875
	Iteration 75Q: 3 clusters Score -1.322336e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -13223377.000000 Penalty: 13442.046875
	Iteration 76Q: 3 clusters Score -1.322338e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -13223388.000000 Penalty: 13442.046875
	Iteration 77Q: 3 clusters Score -1.322339e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -13223399.000000 Penalty: 13442.046875
	Iteration 78Q: 3 clusters Score -1.32234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -13223414.000000 Penalty: 13442.046875
	Iteration 79Q: 3 clusters Score -1.322341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -13223410.000000 Penalty: 13442.046875
	Iteration 80F: 3 clusters Score -1.322341e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -13223437.000000 Penalty: 13442.046875
	Iteration 81Q: 3 clusters Score -1.322344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -13223444.000000 Penalty: 13442.046875
	Iteration 82Q: 3 clusters Score -1.322344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -13223456.000000 Penalty: 13442.046875
	Iteration 83Q: 3 clusters Score -1.322346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -13223441.000000 Penalty: 13442.046875
	Iteration 84Q: 3 clusters Score -1.322344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -13223456.000000 Penalty: 13442.046875
	Iteration 85Q: 3 clusters Score -1.322346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -13223449.000000 Penalty: 13442.046875
	Iteration 86Q: 3 clusters Score -1.322345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -13223454.000000 Penalty: 13442.046875
	Iteration 87Q: 3 clusters Score -1.322345e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -13223463.000000 Penalty: 13442.046875
	Iteration 88Q: 3 clusters Score -1.322346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -13223446.000000 Penalty: 13442.046875
	Iteration 89Q: 3 clusters Score -1.322345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -13223442.000000 Penalty: 13442.046875
	Iteration 90Q: 3 clusters Score -1.322344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -13223447.000000 Penalty: 13442.046875
	Iteration 91Q: 3 clusters Score -1.322345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -13223446.000000 Penalty: 13442.046875
	Iteration 92Q: 3 clusters Score -1.322345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -13223452.000000 Penalty: 13442.046875
	Iteration 93Q: 3 clusters Score -1.322345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -13223449.000000 Penalty: 13442.046875
	Iteration 94Q: 3 clusters Score -1.322345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -13223466.000000 Penalty: 13442.046875
	Iteration 95Q: 3 clusters Score -1.322347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -13223461.000000 Penalty: 13442.046875
	Iteration 96Q: 3 clusters Score -1.322346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -13223460.000000 Penalty: 13442.046875
	Iteration 97Q: 3 clusters Score -1.322346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -13223476.000000 Penalty: 13442.046875
	Iteration 98Q: 3 clusters Score -1.322348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -13223467.000000 Penalty: 13442.046875
	Iteration 99Q: 3 clusters Score -1.322347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -13223458.000000 Penalty: 13442.046875
	Iteration 100F: 3 clusters Score -1.322346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -13223462.000000 Penalty: 13442.046875
	Iteration 101Q: 3 clusters Score -1.322346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -13223454.000000 Penalty: 13442.046875
	Iteration 102Q: 3 clusters Score -1.322345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -13223440.000000 Penalty: 13442.046875
	Iteration 103Q: 3 clusters Score -1.322344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -13223451.000000 Penalty: 13442.046875
	Iteration 104Q: 3 clusters Score -1.322345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -13223456.000000 Penalty: 13442.046875
	Iteration 105Q: 3 clusters Score -1.322346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -13223452.000000 Penalty: 13442.046875
	Iteration 106Q: 3 clusters Score -1.322345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -13223447.000000 Penalty: 13442.046875
	Iteration 107Q: 3 clusters Score -1.322345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -13223447.000000 Penalty: 13442.046875
	Iteration 108F: 3 clusters Score -1.322345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -254735.515625 Penalty: 4334.967285
	Iteration 0F: 2 clusters Score -254735.5 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 583 members 
Entering Unmasked Estep 
Score: -250514.156250 Penalty: 8669.934570
	Iteration 0F: 3 clusters Score -250514.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -250975.953125 Penalty: 8669.934570
	Iteration 1F: 3 clusters Score -250976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -251120.281250 Penalty: 8669.934570
	Iteration 2F: 3 clusters Score -251120.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -251196.187500 Penalty: 8669.934570
	Iteration 3Q: 3 clusters Score -251196.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -251218.656250 Penalty: 8669.934570
	Iteration 4Q: 3 clusters Score -251218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -251230.515625 Penalty: 8669.934570
	Iteration 5Q: 3 clusters Score -251230.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -251247.062500 Penalty: 8669.934570
	Iteration 6Q: 3 clusters Score -251247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -251250.968750 Penalty: 8669.934570
	Iteration 7Q: 3 clusters Score -251251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -251257.671875 Penalty: 8669.934570
	Iteration 8Q: 3 clusters Score -251257.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -251296.093750 Penalty: 8669.934570
	Iteration 9Q: 3 clusters Score -251296.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -251325.156250 Penalty: 8669.934570
	Iteration 10Q: 3 clusters Score -251325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -251345.953125 Penalty: 8669.934570
	Iteration 11Q: 3 clusters Score -251346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -251374.125000 Penalty: 8669.934570
	Iteration 12Q: 3 clusters Score -251374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -251399.625000 Penalty: 8669.934570
	Iteration 13Q: 3 clusters Score -251399.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -251435.062500 Penalty: 8669.934570
	Iteration 14Q: 3 clusters Score -251435.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -251466.328125 Penalty: 8669.934570
	Iteration 15Q: 3 clusters Score -251466.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -251487.906250 Penalty: 8669.934570
	Iteration 16Q: 3 clusters Score -251487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -251515.562500 Penalty: 8669.934570
	Iteration 17Q: 3 clusters Score -251515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -251544.609375 Penalty: 8669.934570
	Iteration 18Q: 3 clusters Score -251544.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -251574.593750 Penalty: 8669.934570
	Iteration 19Q: 3 clusters Score -251574.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -251610.640625 Penalty: 8669.934570
	Iteration 20F: 3 clusters Score -251610.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -251687.484375 Penalty: 8669.934570
	Iteration 21Q: 3 clusters Score -251687.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -251816.390625 Penalty: 8669.934570
	Iteration 22Q: 3 clusters Score -251816.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -251924.234375 Penalty: 8669.934570
	Iteration 23Q: 3 clusters Score -251924.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -251978.078125 Penalty: 8669.934570
	Iteration 24Q: 3 clusters Score -251978.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -252019.625000 Penalty: 8669.934570
	Iteration 25Q: 3 clusters Score -252019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -252038.078125 Penalty: 8669.934570
	Iteration 26Q: 3 clusters Score -252038.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -252051.328125 Penalty: 8669.934570
	Iteration 27Q: 3 clusters Score -252051.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -252075.093750 Penalty: 8669.934570
	Iteration 28Q: 3 clusters Score -252075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -252082.984375 Penalty: 8669.934570
	Iteration 29Q: 3 clusters Score -252083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -252090.312500 Penalty: 8669.934570
	Iteration 30Q: 3 clusters Score -252090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -252100.093750 Penalty: 8669.934570
	Iteration 31Q: 3 clusters Score -252100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -252102.484375 Penalty: 8669.934570
	Iteration 32Q: 3 clusters Score -252102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -252107.515625 Penalty: 8669.934570
	Iteration 33Q: 3 clusters Score -252107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -252109.187500 Penalty: 8669.934570
	Iteration 34Q: 3 clusters Score -252109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -252110.890625 Penalty: 8669.934570
	Iteration 35Q: 3 clusters Score -252110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -252116.328125 Penalty: 8669.934570
	Iteration 36Q: 3 clusters Score -252116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -252118.375000 Penalty: 8669.934570
	Iteration 37Q: 3 clusters Score -252118.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -252118.375000 Penalty: 8669.934570
	Iteration 38F: 3 clusters Score -252118.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (92532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Entering Unmasked Estep 
Score: -21322962.000000 Penalty: 7004.126953
	Iteration 0F: 2 clusters Score -2.132296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -21260014.000000 Penalty: 14008.253906
	Iteration 0F: 3 clusters Score -2.126001e+07 nChanged 42309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -21283240.000000 Penalty: 14008.253906
	Iteration 1F: 3 clusters Score -2.128324e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -21284428.000000 Penalty: 14008.253906
	Iteration 2Q: 3 clusters Score -2.128443e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -21285204.000000 Penalty: 14008.253906
	Iteration 3Q: 3 clusters Score -2.12852e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -21286236.000000 Penalty: 14008.253906
	Iteration 4Q: 3 clusters Score -2.128624e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -21287216.000000 Penalty: 14008.253906
	Iteration 5Q: 3 clusters Score -2.128722e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -21288312.000000 Penalty: 14008.253906
	Iteration 6Q: 3 clusters Score -2.128831e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -21289926.000000 Penalty: 14008.253906
	Iteration 7Q: 3 clusters Score -2.128993e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -21292316.000000 Penalty: 14008.253906
	Iteration 8Q: 3 clusters Score -2.129232e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -21295778.000000 Penalty: 14008.253906
	Iteration 9F: 3 clusters Score -2.129578e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -21300650.000000 Penalty: 14008.253906
	Iteration 10F: 3 clusters Score -2.130065e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -21306222.000000 Penalty: 14008.253906
	Iteration 11F: 3 clusters Score -2.130622e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -21310812.000000 Penalty: 14008.253906
	Iteration 12F: 3 clusters Score -2.131081e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -21313794.000000 Penalty: 14008.253906
	Iteration 13Q: 3 clusters Score -2.131379e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -21315228.000000 Penalty: 14008.253906
	Iteration 14Q: 3 clusters Score -2.131523e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 91240 members 
Entering Unmasked Estep 
Score: -21315902.000000 Penalty: 14008.253906
	Iteration 15Q: 3 clusters Score -2.13159e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -21316262.000000 Penalty: 14008.253906
	Iteration 16Q: 3 clusters Score -2.131626e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
Score: -21316414.000000 Penalty: 14008.253906
	Iteration 17Q: 3 clusters Score -2.131641e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -21316592.000000 Penalty: 14008.253906
	Iteration 18Q: 3 clusters Score -2.131659e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 91794 members 
Entering Unmasked Estep 
Score: -21316650.000000 Penalty: 14008.253906
	Iteration 19Q: 3 clusters Score -2.131665e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -21316682.000000 Penalty: 14008.253906
	Iteration 20F: 3 clusters Score -2.131668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -21316710.000000 Penalty: 14008.253906
	Iteration 21Q: 3 clusters Score -2.131671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 91835 members 
Entering Unmasked Estep 
Score: -21316726.000000 Penalty: 14008.253906
	Iteration 22Q: 3 clusters Score -2.131673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -21316756.000000 Penalty: 14008.253906
	Iteration 23Q: 3 clusters Score -2.131676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -21316762.000000 Penalty: 14008.253906
	Iteration 24Q: 3 clusters Score -2.131676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -21316766.000000 Penalty: 14008.253906
	Iteration 25Q: 3 clusters Score -2.131677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -21316794.000000 Penalty: 14008.253906
	Iteration 26Q: 3 clusters Score -2.131679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -21316788.000000 Penalty: 14008.253906
	Iteration 27Q: 3 clusters Score -2.131679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 91858 members 
Entering Unmasked Estep 
Score: -21316780.000000 Penalty: 14008.253906
	Iteration 28Q: 3 clusters Score -2.131678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -21316792.000000 Penalty: 14008.253906
	Iteration 29Q: 3 clusters Score -2.131679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 91859 members 
Entering Unmasked Estep 
Score: -21316794.000000 Penalty: 14008.253906
	Iteration 30Q: 3 clusters Score -2.131679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -21316800.000000 Penalty: 14008.253906
	Iteration 31Q: 3 clusters Score -2.13168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -21316800.000000 Penalty: 14008.253906
	Iteration 32Q: 3 clusters Score -2.13168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 91864 members 
Entering Unmasked Estep 
Score: -21316792.000000 Penalty: 14008.253906
	Iteration 33Q: 3 clusters Score -2.131679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -21316800.000000 Penalty: 14008.253906
	Iteration 34Q: 3 clusters Score -2.13168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -21316800.000000 Penalty: 14008.253906
	Iteration 35F: 3 clusters Score -2.13168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -277307.843750 Penalty: 4378.361816
	Iteration 0F: 2 clusters Score -277307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -272949.500000 Penalty: 8756.723633
	Iteration 0F: 3 clusters Score -272949.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -273430.875000 Penalty: 8756.723633
	Iteration 1F: 3 clusters Score -273430.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -273537.187500 Penalty: 8756.723633
	Iteration 2Q: 3 clusters Score -273537.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -273617.937500 Penalty: 8756.723633
	Iteration 3Q: 3 clusters Score -273617.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -273699.187500 Penalty: 8756.723633
	Iteration 4Q: 3 clusters Score -273699.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -273742.625000 Penalty: 8756.723633
	Iteration 5Q: 3 clusters Score -273742.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -273791.187500 Penalty: 8756.723633
	Iteration 6Q: 3 clusters Score -273791.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -273830.531250 Penalty: 8756.723633
	Iteration 7Q: 3 clusters Score -273830.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -273869.562500 Penalty: 8756.723633
	Iteration 8Q: 3 clusters Score -273869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -273879.437500 Penalty: 8756.723633
	Iteration 9Q: 3 clusters Score -273879.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -273884.531250 Penalty: 8756.723633
	Iteration 10Q: 3 clusters Score -273884.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -273890.968750 Penalty: 8756.723633
	Iteration 11Q: 3 clusters Score -273891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -273895.500000 Penalty: 8756.723633
	Iteration 12Q: 3 clusters Score -273895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -273905.250000 Penalty: 8756.723633
	Iteration 13Q: 3 clusters Score -273905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -273916.687500 Penalty: 8756.723633
	Iteration 14Q: 3 clusters Score -273916.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -273922.531250 Penalty: 8756.723633
	Iteration 15Q: 3 clusters Score -273922.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -273927.437500 Penalty: 8756.723633
	Iteration 16Q: 3 clusters Score -273927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -273927.437500 Penalty: 8756.723633
	Iteration 17F: 3 clusters Score -273927.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -5583936.500000 Penalty: 6192.931641
	Iteration 0F: 2 clusters Score -5583936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -5564575.500000 Penalty: 12385.863281
	Iteration 0F: 3 clusters Score -5564576 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -5569897.000000 Penalty: 12385.863281
	Iteration 1F: 3 clusters Score -5569897 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -5570503.000000 Penalty: 12385.863281
	Iteration 2F: 3 clusters Score -5570503 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -5570953.500000 Penalty: 12385.863281
	Iteration 3Q: 3 clusters Score -5570954 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -5571243.000000 Penalty: 12385.863281
	Iteration 4Q: 3 clusters Score -5571243 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -5571558.500000 Penalty: 12385.863281
	Iteration 5Q: 3 clusters Score -5571558 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -5571813.500000 Penalty: 12385.863281
	Iteration 6Q: 3 clusters Score -5571814 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -5572068.500000 Penalty: 12385.863281
	Iteration 7Q: 3 clusters Score -5572068 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -5572329.000000 Penalty: 12385.863281
	Iteration 8Q: 3 clusters Score -5572329 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -5572649.000000 Penalty: 12385.863281
	Iteration 9Q: 3 clusters Score -5572649 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -5573126.000000 Penalty: 12385.863281
	Iteration 10Q: 3 clusters Score -5573126 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5573746.500000 Penalty: 12385.863281
	Iteration 11Q: 3 clusters Score -5573746 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -5574538.500000 Penalty: 12385.863281
	Iteration 12Q: 3 clusters Score -5574538 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -5575402.000000 Penalty: 12385.863281
	Iteration 13Q: 3 clusters Score -5575402 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -5576337.500000 Penalty: 12385.863281
	Iteration 14Q: 3 clusters Score -5576338 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -5577177.500000 Penalty: 12385.863281
	Iteration 15Q: 3 clusters Score -5577178 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -5577882.500000 Penalty: 12385.863281
	Iteration 16Q: 3 clusters Score -5577882 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5578510.500000 Penalty: 12385.863281
	Iteration 17Q: 3 clusters Score -5578510 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -5579090.500000 Penalty: 12385.863281
	Iteration 18Q: 3 clusters Score -5579090 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5579560.500000 Penalty: 12385.863281
	Iteration 19Q: 3 clusters Score -5579560 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -5579922.500000 Penalty: 12385.863281
	Iteration 20F: 3 clusters Score -5579922 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -5580148.500000 Penalty: 12385.863281
	Iteration 21Q: 3 clusters Score -5580148 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5580325.500000 Penalty: 12385.863281
	Iteration 22Q: 3 clusters Score -5580326 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5580443.500000 Penalty: 12385.863281
	Iteration 23Q: 3 clusters Score -5580444 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -5580523.000000 Penalty: 12385.863281
	Iteration 24Q: 3 clusters Score -5580523 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -5580588.000000 Penalty: 12385.863281
	Iteration 25Q: 3 clusters Score -5580588 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -5580625.500000 Penalty: 12385.863281
	Iteration 26Q: 3 clusters Score -5580626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -5580665.000000 Penalty: 12385.863281
	Iteration 27Q: 3 clusters Score -5580665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -5580665.500000 Penalty: 12385.863281
	Iteration 28Q: 3 clusters Score -5580666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -5580681.000000 Penalty: 12385.863281
	Iteration 29Q: 3 clusters Score -5580681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -5580702.500000 Penalty: 12385.863281
	Iteration 30Q: 3 clusters Score -5580702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -5580699.000000 Penalty: 12385.863281
	Iteration 31Q: 3 clusters Score -5580699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -5580708.000000 Penalty: 12385.863281
	Iteration 32Q: 3 clusters Score -5580708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -5580720.000000 Penalty: 12385.863281
	Iteration 33Q: 3 clusters Score -5580720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -5580722.000000 Penalty: 12385.863281
	Iteration 34Q: 3 clusters Score -5580722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5580742.000000 Penalty: 12385.863281
	Iteration 35Q: 3 clusters Score -5580742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -5580738.000000 Penalty: 12385.863281
	Iteration 36Q: 3 clusters Score -5580738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -5580744.000000 Penalty: 12385.863281
	Iteration 37Q: 3 clusters Score -5580744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5580749.500000 Penalty: 12385.863281
	Iteration 38Q: 3 clusters Score -5580750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5580748.500000 Penalty: 12385.863281
	Iteration 39Q: 3 clusters Score -5580748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5580745.500000 Penalty: 12385.863281
	Iteration 40F: 3 clusters Score -5580746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -5580748.500000 Penalty: 12385.863281
	Iteration 41Q: 3 clusters Score -5580748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5580747.500000 Penalty: 12385.863281
	Iteration 42Q: 3 clusters Score -5580748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -5580748.500000 Penalty: 12385.863281
	Iteration 43Q: 3 clusters Score -5580748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -5580746.500000 Penalty: 12385.863281
	Iteration 44Q: 3 clusters Score -5580746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -5580749.000000 Penalty: 12385.863281
	Iteration 45Q: 3 clusters Score -5580749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -5580758.500000 Penalty: 12385.863281
	Iteration 46Q: 3 clusters Score -5580758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5580760.500000 Penalty: 12385.863281
	Iteration 47Q: 3 clusters Score -5580760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -5580753.500000 Penalty: 12385.863281
	Iteration 48Q: 3 clusters Score -5580754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5580753.000000 Penalty: 12385.863281
	Iteration 49Q: 3 clusters Score -5580753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -5580760.500000 Penalty: 12385.863281
	Iteration 50Q: 3 clusters Score -5580760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -5580754.500000 Penalty: 12385.863281
	Iteration 51Q: 3 clusters Score -5580754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -5580760.500000 Penalty: 12385.863281
	Iteration 52Q: 3 clusters Score -5580760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -5580760.500000 Penalty: 12385.863281
	Iteration 53F: 3 clusters Score -5580760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (111941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111941 members 
Entering Unmasked Estep 
Score: -25447296.000000 Penalty: 7120.758301
	Iteration 0F: 2 clusters Score -2.54473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -25371160.000000 Penalty: 14241.516602
	Iteration 0F: 3 clusters Score -2.537116e+07 nChanged 51307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -25399302.000000 Penalty: 14241.516602
	Iteration 1F: 3 clusters Score -2.53993e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -25400408.000000 Penalty: 14241.516602
	Iteration 2Q: 3 clusters Score -2.540041e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -25401498.000000 Penalty: 14241.516602
	Iteration 3Q: 3 clusters Score -2.54015e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -25402370.000000 Penalty: 14241.516602
	Iteration 4Q: 3 clusters Score -2.540237e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -25403420.000000 Penalty: 14241.516602
	Iteration 5Q: 3 clusters Score -2.540342e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -25404804.000000 Penalty: 14241.516602
	Iteration 6Q: 3 clusters Score -2.54048e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -25406456.000000 Penalty: 14241.516602
	Iteration 7Q: 3 clusters Score -2.540646e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73448 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -25408912.000000 Penalty: 14241.516602
	Iteration 8Q: 3 clusters Score -2.540891e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -25412942.000000 Penalty: 14241.516602
	Iteration 9F: 3 clusters Score -2.541294e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -25418540.000000 Penalty: 14241.516602
	Iteration 10F: 3 clusters Score -2.541854e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95750 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -25425882.000000 Penalty: 14241.516602
	Iteration 11F: 3 clusters Score -2.542588e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -25432540.000000 Penalty: 14241.516602
	Iteration 12F: 3 clusters Score -2.543254e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -25437052.000000 Penalty: 14241.516602
	Iteration 13Q: 3 clusters Score -2.543705e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110056 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -25439214.000000 Penalty: 14241.516602
	Iteration 14Q: 3 clusters Score -2.543921e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110863 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -25440058.000000 Penalty: 14241.516602
	Iteration 15Q: 3 clusters Score -2.544006e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111147 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -25440470.000000 Penalty: 14241.516602
	Iteration 16Q: 3 clusters Score -2.544047e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111252 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -25440660.000000 Penalty: 14241.516602
	Iteration 17Q: 3 clusters Score -2.544066e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111313 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -25440760.000000 Penalty: 14241.516602
	Iteration 18Q: 3 clusters Score -2.544076e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111348 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -25440850.000000 Penalty: 14241.516602
	Iteration 19Q: 3 clusters Score -2.544085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111367 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -25440888.000000 Penalty: 14241.516602
	Iteration 20F: 3 clusters Score -2.544089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -25440916.000000 Penalty: 14241.516602
	Iteration 21Q: 3 clusters Score -2.544092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111398 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -25440916.000000 Penalty: 14241.516602
	Iteration 22Q: 3 clusters Score -2.544092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111401 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -25440944.000000 Penalty: 14241.516602
	Iteration 23Q: 3 clusters Score -2.544094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -25440954.000000 Penalty: 14241.516602
	Iteration 24Q: 3 clusters Score -2.544095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111406 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -25440934.000000 Penalty: 14241.516602
	Iteration 25Q: 3 clusters Score -2.544093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -25440944.000000 Penalty: 14241.516602
	Iteration 26Q: 3 clusters Score -2.544094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -25440952.000000 Penalty: 14241.516602
	Iteration 27Q: 3 clusters Score -2.544095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -25440958.000000 Penalty: 14241.516602
	Iteration 28Q: 3 clusters Score -2.544096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111414 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -25440964.000000 Penalty: 14241.516602
	Iteration 29Q: 3 clusters Score -2.544096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -25440974.000000 Penalty: 14241.516602
	Iteration 30Q: 3 clusters Score -2.544097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -25440974.000000 Penalty: 14241.516602
	Iteration 31F: 3 clusters Score -2.544097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Entering Unmasked Estep 
Score: -7033206.500000 Penalty: 6360.520508
	Iteration 0F: 2 clusters Score -7033206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -7008921.000000 Penalty: 12721.041016
	Iteration 0F: 3 clusters Score -7008921 nChanged 13743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -7016308.500000 Penalty: 12721.041016
	Iteration 1F: 3 clusters Score -7016308 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -7017191.500000 Penalty: 12721.041016
	Iteration 2F: 3 clusters Score -7017192 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -7017934.500000 Penalty: 12721.041016
	Iteration 3F: 3 clusters Score -7017934 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -7018746.000000 Penalty: 12721.041016
	Iteration 4Q: 3 clusters Score -7018746 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -7019612.000000 Penalty: 12721.041016
	Iteration 5Q: 3 clusters Score -7019612 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -7020530.500000 Penalty: 12721.041016
	Iteration 6Q: 3 clusters Score -7020530 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -7021488.500000 Penalty: 12721.041016
	Iteration 7Q: 3 clusters Score -7021488 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -7022369.500000 Penalty: 12721.041016
	Iteration 8Q: 3 clusters Score -7022370 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -7023096.500000 Penalty: 12721.041016
	Iteration 9Q: 3 clusters Score -7023096 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -7023808.500000 Penalty: 12721.041016
	Iteration 10Q: 3 clusters Score -7023808 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -7024373.500000 Penalty: 12721.041016
	Iteration 11Q: 3 clusters Score -7024374 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -7024801.500000 Penalty: 12721.041016
	Iteration 12Q: 3 clusters Score -7024802 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -7025202.500000 Penalty: 12721.041016
	Iteration 13Q: 3 clusters Score -7025202 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -7025585.000000 Penalty: 12721.041016
	Iteration 14Q: 3 clusters Score -7025585 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -7025935.000000 Penalty: 12721.041016
	Iteration 15Q: 3 clusters Score -7025935 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -7026271.000000 Penalty: 12721.041016
	Iteration 16Q: 3 clusters Score -7026271 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -7026574.000000 Penalty: 12721.041016
	Iteration 17Q: 3 clusters Score -7026574 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -7026817.500000 Penalty: 12721.041016
	Iteration 18Q: 3 clusters Score -7026818 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -7027014.000000 Penalty: 12721.041016
	Iteration 19Q: 3 clusters Score -7027014 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -7027150.000000 Penalty: 12721.041016
	Iteration 20F: 3 clusters Score -7027150 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -7027332.500000 Penalty: 12721.041016
	Iteration 21Q: 3 clusters Score -7027332 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -7027527.500000 Penalty: 12721.041016
	Iteration 22Q: 3 clusters Score -7027528 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -7027676.500000 Penalty: 12721.041016
	Iteration 23Q: 3 clusters Score -7027676 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -7027827.000000 Penalty: 12721.041016
	Iteration 24Q: 3 clusters Score -7027827 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -7027958.500000 Penalty: 12721.041016
	Iteration 25Q: 3 clusters Score -7027958 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -7028080.500000 Penalty: 12721.041016
	Iteration 26Q: 3 clusters Score -7028080 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -7028224.500000 Penalty: 12721.041016
	Iteration 27Q: 3 clusters Score -7028224 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -7028405.500000 Penalty: 12721.041016
	Iteration 28Q: 3 clusters Score -7028406 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -7028541.000000 Penalty: 12721.041016
	Iteration 29Q: 3 clusters Score -7028541 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -7028663.500000 Penalty: 12721.041016
	Iteration 30Q: 3 clusters Score -7028664 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -7028823.500000 Penalty: 12721.041016
	Iteration 31Q: 3 clusters Score -7028824 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -7028969.500000 Penalty: 12721.041016
	Iteration 32Q: 3 clusters Score -7028970 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -7029125.500000 Penalty: 12721.041016
	Iteration 33Q: 3 clusters Score -7029126 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -7029241.500000 Penalty: 12721.041016
	Iteration 34Q: 3 clusters Score -7029242 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -7029350.000000 Penalty: 12721.041016
	Iteration 35Q: 3 clusters Score -7029350 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -7029437.000000 Penalty: 12721.041016
	Iteration 36Q: 3 clusters Score -7029437 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -7029496.500000 Penalty: 12721.041016
	Iteration 37Q: 3 clusters Score -7029496 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -7029558.000000 Penalty: 12721.041016
	Iteration 38Q: 3 clusters Score -7029558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7029595.500000 Penalty: 12721.041016
	Iteration 39Q: 3 clusters Score -7029596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -7029652.500000 Penalty: 12721.041016
	Iteration 40F: 3 clusters Score -7029652 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -7029682.000000 Penalty: 12721.041016
	Iteration 41Q: 3 clusters Score -7029682 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -7029707.500000 Penalty: 12721.041016
	Iteration 42Q: 3 clusters Score -7029708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -7029724.000000 Penalty: 12721.041016
	Iteration 43Q: 3 clusters Score -7029724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -7029737.500000 Penalty: 12721.041016
	Iteration 44Q: 3 clusters Score -7029738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7029744.500000 Penalty: 12721.041016
	Iteration 45Q: 3 clusters Score -7029744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -7029763.000000 Penalty: 12721.041016
	Iteration 46Q: 3 clusters Score -7029763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7029791.500000 Penalty: 12721.041016
	Iteration 47Q: 3 clusters Score -7029792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -7029785.000000 Penalty: 12721.041016
	Iteration 48Q: 3 clusters Score -7029785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -7029798.000000 Penalty: 12721.041016
	Iteration 49Q: 3 clusters Score -7029798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7029815.500000 Penalty: 12721.041016
	Iteration 50Q: 3 clusters Score -7029816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -7029822.000000 Penalty: 12721.041016
	Iteration 51Q: 3 clusters Score -7029822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7029815.500000 Penalty: 12721.041016
	Iteration 52Q: 3 clusters Score -7029816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -7029818.500000 Penalty: 12721.041016
	Iteration 53Q: 3 clusters Score -7029818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -7029821.000000 Penalty: 12721.041016
	Iteration 54Q: 3 clusters Score -7029821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7029842.500000 Penalty: 12721.041016
	Iteration 55Q: 3 clusters Score -7029842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -7029844.000000 Penalty: 12721.041016
	Iteration 56Q: 3 clusters Score -7029844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -7029849.500000 Penalty: 12721.041016
	Iteration 57Q: 3 clusters Score -7029850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -7029846.000000 Penalty: 12721.041016
	Iteration 58Q: 3 clusters Score -7029846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -7029854.500000 Penalty: 12721.041016
	Iteration 59Q: 3 clusters Score -7029854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7029860.500000 Penalty: 12721.041016
	Iteration 60F: 3 clusters Score -7029860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -7029861.500000 Penalty: 12721.041016
	Iteration 61Q: 3 clusters Score -7029862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -7029860.500000 Penalty: 12721.041016
	Iteration 62Q: 3 clusters Score -7029860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7029857.000000 Penalty: 12721.041016
	Iteration 63Q: 3 clusters Score -7029857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -7029853.500000 Penalty: 12721.041016
	Iteration 64Q: 3 clusters Score -7029854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -7029862.000000 Penalty: 12721.041016
	Iteration 65Q: 3 clusters Score -7029862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -7029863.500000 Penalty: 12721.041016
	Iteration 66Q: 3 clusters Score -7029864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -7029863.500000 Penalty: 12721.041016
	Iteration 67F: 3 clusters Score -7029864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (145655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145655 members 
Entering Unmasked Estep 
Score: -33246676.000000 Penalty: 7282.010254
	Iteration 0F: 2 clusters Score -3.324668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -33159430.000000 Penalty: 14564.020508
	Iteration 0F: 3 clusters Score -3.315943e+07 nChanged 67637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -33197088.000000 Penalty: 14564.020508
	Iteration 1F: 3 clusters Score -3.319709e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -33198362.000000 Penalty: 14564.020508
	Iteration 2Q: 3 clusters Score -3.319836e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -33199656.000000 Penalty: 14564.020508
	Iteration 3Q: 3 clusters Score -3.319966e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 76171 members 
Entering Unmasked Estep 
Score: -33201260.000000 Penalty: 14564.020508
	Iteration 4Q: 3 clusters Score -3.320126e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -33202830.000000 Penalty: 14564.020508
	Iteration 5Q: 3 clusters Score -3.320283e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 80170 members 
Entering Unmasked Estep 
Score: -33204986.000000 Penalty: 14564.020508
	Iteration 6Q: 3 clusters Score -3.320499e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -33207916.000000 Penalty: 14564.020508
	Iteration 7Q: 3 clusters Score -3.320792e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 86893 members 
Entering Unmasked Estep 
Score: -33211424.000000 Penalty: 14564.020508
	Iteration 8F: 3 clusters Score -3.321142e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 91111 members 
Entering Unmasked Estep 
Score: -33215804.000000 Penalty: 14564.020508
	Iteration 9F: 3 clusters Score -3.32158e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -33220300.000000 Penalty: 14564.020508
	Iteration 10F: 3 clusters Score -3.32203e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 100175 members 
Entering Unmasked Estep 
Score: -33224818.000000 Penalty: 14564.020508
	Iteration 11F: 3 clusters Score -3.322482e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -33228744.000000 Penalty: 14564.020508
	Iteration 12Q: 3 clusters Score -3.322874e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -33232234.000000 Penalty: 14564.020508
	Iteration 13Q: 3 clusters Score -3.323223e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 109290 members 
Entering Unmasked Estep 
Score: -33235318.000000 Penalty: 14564.020508
	Iteration 14Q: 3 clusters Score -3.323532e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 111105 members 
Entering Unmasked Estep 
Score: -33237988.000000 Penalty: 14564.020508
	Iteration 15Q: 3 clusters Score -3.323799e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 112675 members 
Entering Unmasked Estep 
Score: -33240020.000000 Penalty: 14564.020508
	Iteration 16Q: 3 clusters Score -3.324002e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 114029 members 
Entering Unmasked Estep 
Score: -33241444.000000 Penalty: 14564.020508
	Iteration 17Q: 3 clusters Score -3.324144e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 115287 members 
Entering Unmasked Estep 
Score: -33242680.000000 Penalty: 14564.020508
	Iteration 18Q: 3 clusters Score -3.324268e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 116453 members 
Entering Unmasked Estep 
Score: -33243692.000000 Penalty: 14564.020508
	Iteration 19Q: 3 clusters Score -3.324369e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 117554 members 
Entering Unmasked Estep 
Score: -33244252.000000 Penalty: 14564.020508
	Iteration 20F: 3 clusters Score -3.324425e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 118540 members 
Entering Unmasked Estep 
Score: -33244928.000000 Penalty: 14564.020508
	Iteration 21Q: 3 clusters Score -3.324493e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 119456 members 
Entering Unmasked Estep 
Score: -33245224.000000 Penalty: 14564.020508
	Iteration 22Q: 3 clusters Score -3.324522e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 120282 members 
Entering Unmasked Estep 
Score: -33245554.000000 Penalty: 14564.020508
	Iteration 23Q: 3 clusters Score -3.324555e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 121040 members 
Entering Unmasked Estep 
Score: -33245676.000000 Penalty: 14564.020508
	Iteration 24Q: 3 clusters Score -3.324568e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 121759 members 
Entering Unmasked Estep 
Score: -33245814.000000 Penalty: 14564.020508
	Iteration 25Q: 3 clusters Score -3.324581e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 122476 members 
Entering Unmasked Estep 
Score: -33245938.000000 Penalty: 14564.020508
	Iteration 26Q: 3 clusters Score -3.324594e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 123102 members 
Entering Unmasked Estep 
Score: -33245954.000000 Penalty: 14564.020508
	Iteration 27Q: 3 clusters Score -3.324595e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 123627 members 
Entering Unmasked Estep 
Score: -33245984.000000 Penalty: 14564.020508
	Iteration 28Q: 3 clusters Score -3.324598e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -33245962.000000 Penalty: 14564.020508
	Iteration 29Q: 3 clusters Score -3.324596e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 124548 members 
Entering Unmasked Estep 
Score: -33245866.000000 Penalty: 14564.020508
	Iteration 30Q: 3 clusters Score -3.324587e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 124993 members 
Entering Unmasked Estep 
Score: -33245914.000000 Penalty: 14564.020508
	Iteration 31Q: 3 clusters Score -3.324591e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 125406 members 
Entering Unmasked Estep 
Score: -33245892.000000 Penalty: 14564.020508
	Iteration 32Q: 3 clusters Score -3.324589e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 125784 members 
Entering Unmasked Estep 
Score: -33245736.000000 Penalty: 14564.020508
	Iteration 33Q: 3 clusters Score -3.324574e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 126132 members 
Entering Unmasked Estep 
Score: -33245764.000000 Penalty: 14564.020508
	Iteration 34Q: 3 clusters Score -3.324576e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 126458 members 
Entering Unmasked Estep 
Score: -33245706.000000 Penalty: 14564.020508
	Iteration 35Q: 3 clusters Score -3.324571e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -33245670.000000 Penalty: 14564.020508
	Iteration 36Q: 3 clusters Score -3.324567e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 127065 members 
Entering Unmasked Estep 
Score: -33245710.000000 Penalty: 14564.020508
	Iteration 37Q: 3 clusters Score -3.324571e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 127350 members 
Entering Unmasked Estep 
Score: -33245724.000000 Penalty: 14564.020508
	Iteration 38Q: 3 clusters Score -3.324572e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 127599 members 
Entering Unmasked Estep 
Score: -33245652.000000 Penalty: 14564.020508
	Iteration 39Q: 3 clusters Score -3.324565e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 127822 members 
Entering Unmasked Estep 
Score: -33245678.000000 Penalty: 14564.020508
	Iteration 40F: 3 clusters Score -3.324568e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 128023 members 
Entering Unmasked Estep 
Score: -33245670.000000 Penalty: 14564.020508
	Iteration 41Q: 3 clusters Score -3.324567e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 128222 members 
Entering Unmasked Estep 
Score: -33245690.000000 Penalty: 14564.020508
	Iteration 42Q: 3 clusters Score -3.324569e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 128431 members 
Entering Unmasked Estep 
Score: -33245638.000000 Penalty: 14564.020508
	Iteration 43Q: 3 clusters Score -3.324564e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 128612 members 
Entering Unmasked Estep 
Score: -33245624.000000 Penalty: 14564.020508
	Iteration 44Q: 3 clusters Score -3.324562e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 128780 members 
Entering Unmasked Estep 
Score: -33245618.000000 Penalty: 14564.020508
	Iteration 45Q: 3 clusters Score -3.324562e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 128932 members 
Entering Unmasked Estep 
Score: -33245622.000000 Penalty: 14564.020508
	Iteration 46Q: 3 clusters Score -3.324562e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 129094 members 
Entering Unmasked Estep 
Score: -33245632.000000 Penalty: 14564.020508
	Iteration 47Q: 3 clusters Score -3.324563e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 129249 members 
Entering Unmasked Estep 
Score: -33245630.000000 Penalty: 14564.020508
	Iteration 48Q: 3 clusters Score -3.324563e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 129413 members 
Entering Unmasked Estep 
Score: -33245598.000000 Penalty: 14564.020508
	Iteration 49Q: 3 clusters Score -3.32456e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 129596 members 
Entering Unmasked Estep 
Score: -33245626.000000 Penalty: 14564.020508
	Iteration 50Q: 3 clusters Score -3.324563e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 129757 members 
Entering Unmasked Estep 
Score: -33245612.000000 Penalty: 14564.020508
	Iteration 51Q: 3 clusters Score -3.324561e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 129949 members 
Entering Unmasked Estep 
Score: -33245588.000000 Penalty: 14564.020508
	Iteration 52Q: 3 clusters Score -3.324559e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 130160 members 
Entering Unmasked Estep 
Score: -33245564.000000 Penalty: 14564.020508
	Iteration 53Q: 3 clusters Score -3.324556e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 130368 members 
Entering Unmasked Estep 
Score: -33245528.000000 Penalty: 14564.020508
	Iteration 54Q: 3 clusters Score -3.324553e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 130588 members 
Entering Unmasked Estep 
Score: -33245488.000000 Penalty: 14564.020508
	Iteration 55Q: 3 clusters Score -3.324549e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 130797 members 
Entering Unmasked Estep 
Score: -33245494.000000 Penalty: 14564.020508
	Iteration 56Q: 3 clusters Score -3.324549e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 131029 members 
Entering Unmasked Estep 
Score: -33245382.000000 Penalty: 14564.020508
	Iteration 57Q: 3 clusters Score -3.324538e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 131234 members 
Entering Unmasked Estep 
Score: -33245338.000000 Penalty: 14564.020508
	Iteration 58Q: 3 clusters Score -3.324534e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -33245304.000000 Penalty: 14564.020508
	Iteration 59Q: 3 clusters Score -3.32453e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 131677 members 
Entering Unmasked Estep 
Score: -33245286.000000 Penalty: 14564.020508
	Iteration 60F: 3 clusters Score -3.324529e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 131864 members 
Entering Unmasked Estep 
Score: -33245280.000000 Penalty: 14564.020508
	Iteration 61Q: 3 clusters Score -3.324528e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 132076 members 
Entering Unmasked Estep 
Score: -33245286.000000 Penalty: 14564.020508
	Iteration 62Q: 3 clusters Score -3.324529e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 132265 members 
Entering Unmasked Estep 
Score: -33245340.000000 Penalty: 14564.020508
	Iteration 63Q: 3 clusters Score -3.324534e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 132433 members 
Entering Unmasked Estep 
Score: -33245316.000000 Penalty: 14564.020508
	Iteration 64Q: 3 clusters Score -3.324532e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 132593 members 
Entering Unmasked Estep 
Score: -33245304.000000 Penalty: 14564.020508
	Iteration 65Q: 3 clusters Score -3.32453e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 132758 members 
Entering Unmasked Estep 
Score: -33245282.000000 Penalty: 14564.020508
	Iteration 66Q: 3 clusters Score -3.324528e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 132919 members 
Entering Unmasked Estep 
Score: -33245370.000000 Penalty: 14564.020508
	Iteration 67Q: 3 clusters Score -3.324537e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 133063 members 
Entering Unmasked Estep 
Score: -33245352.000000 Penalty: 14564.020508
	Iteration 68Q: 3 clusters Score -3.324535e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 133217 members 
Entering Unmasked Estep 
Score: -33245286.000000 Penalty: 14564.020508
	Iteration 69Q: 3 clusters Score -3.324529e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 133364 members 
Entering Unmasked Estep 
Score: -33245280.000000 Penalty: 14564.020508
	Iteration 70Q: 3 clusters Score -3.324528e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 133524 members 
Entering Unmasked Estep 
Score: -33245268.000000 Penalty: 14564.020508
	Iteration 71Q: 3 clusters Score -3.324527e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 133666 members 
Entering Unmasked Estep 
Score: -33245260.000000 Penalty: 14564.020508
	Iteration 72Q: 3 clusters Score -3.324526e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 133782 members 
Entering Unmasked Estep 
Score: -33245244.000000 Penalty: 14564.020508
	Iteration 73Q: 3 clusters Score -3.324524e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 133910 members 
Entering Unmasked Estep 
Score: -33245260.000000 Penalty: 14564.020508
	Iteration 74Q: 3 clusters Score -3.324526e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 134020 members 
Entering Unmasked Estep 
Score: -33245254.000000 Penalty: 14564.020508
	Iteration 75Q: 3 clusters Score -3.324525e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 134144 members 
Entering Unmasked Estep 
Score: -33245242.000000 Penalty: 14564.020508
	Iteration 76Q: 3 clusters Score -3.324524e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 134239 members 
Entering Unmasked Estep 
Score: -33245184.000000 Penalty: 14564.020508
	Iteration 77Q: 3 clusters Score -3.324518e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 134337 members 
Entering Unmasked Estep 
Score: -33245194.000000 Penalty: 14564.020508
	Iteration 78Q: 3 clusters Score -3.324519e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 134425 members 
Entering Unmasked Estep 
Score: -33245168.000000 Penalty: 14564.020508
	Iteration 79Q: 3 clusters Score -3.324517e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 134495 members 
Entering Unmasked Estep 
Score: -33245150.000000 Penalty: 14564.020508
	Iteration 80F: 3 clusters Score -3.324515e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 134559 members 
Entering Unmasked Estep 
Score: -33245194.000000 Penalty: 14564.020508
	Iteration 81Q: 3 clusters Score -3.324519e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 134629 members 
Entering Unmasked Estep 
Score: -33245210.000000 Penalty: 14564.020508
	Iteration 82Q: 3 clusters Score -3.324521e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 134715 members 
Entering Unmasked Estep 
Score: -33245188.000000 Penalty: 14564.020508
	Iteration 83Q: 3 clusters Score -3.324519e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 134792 members 
Entering Unmasked Estep 
Score: -33245194.000000 Penalty: 14564.020508
	Iteration 84Q: 3 clusters Score -3.324519e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 134882 members 
Entering Unmasked Estep 
Score: -33245248.000000 Penalty: 14564.020508
	Iteration 85Q: 3 clusters Score -3.324525e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 134978 members 
Entering Unmasked Estep 
Score: -33245234.000000 Penalty: 14564.020508
	Iteration 86Q: 3 clusters Score -3.324523e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 135064 members 
Entering Unmasked Estep 
Score: -33245224.000000 Penalty: 14564.020508
	Iteration 87Q: 3 clusters Score -3.324522e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 135160 members 
Entering Unmasked Estep 
Score: -33245258.000000 Penalty: 14564.020508
	Iteration 88Q: 3 clusters Score -3.324526e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 135249 members 
Entering Unmasked Estep 
Score: -33245260.000000 Penalty: 14564.020508
	Iteration 89Q: 3 clusters Score -3.324526e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 135340 members 
Entering Unmasked Estep 
Score: -33245224.000000 Penalty: 14564.020508
	Iteration 90Q: 3 clusters Score -3.324522e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 135457 members 
Entering Unmasked Estep 
Score: -33245188.000000 Penalty: 14564.020508
	Iteration 91Q: 3 clusters Score -3.324519e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 135570 members 
Entering Unmasked Estep 
Score: -33245238.000000 Penalty: 14564.020508
	Iteration 92Q: 3 clusters Score -3.324524e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 135683 members 
Entering Unmasked Estep 
Score: -33245240.000000 Penalty: 14564.020508
	Iteration 93Q: 3 clusters Score -3.324524e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 135792 members 
Entering Unmasked Estep 
Score: -33245234.000000 Penalty: 14564.020508
	Iteration 94Q: 3 clusters Score -3.324523e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 135899 members 
Entering Unmasked Estep 
Score: -33245292.000000 Penalty: 14564.020508
	Iteration 95Q: 3 clusters Score -3.324529e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 136009 members 
Entering Unmasked Estep 
Score: -33245300.000000 Penalty: 14564.020508
	Iteration 96Q: 3 clusters Score -3.32453e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -33245276.000000 Penalty: 14564.020508
	Iteration 97Q: 3 clusters Score -3.324528e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 136164 members 
Entering Unmasked Estep 
Score: -33245270.000000 Penalty: 14564.020508
	Iteration 98Q: 3 clusters Score -3.324527e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 136242 members 
Entering Unmasked Estep 
Score: -33245252.000000 Penalty: 14564.020508
	Iteration 99Q: 3 clusters Score -3.324525e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -33245310.000000 Penalty: 14564.020508
	Iteration 100F: 3 clusters Score -3.324531e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 136380 members 
Entering Unmasked Estep 
Score: -33245326.000000 Penalty: 14564.020508
	Iteration 101Q: 3 clusters Score -3.324533e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 136448 members 
Entering Unmasked Estep 
Score: -33245276.000000 Penalty: 14564.020508
	Iteration 102Q: 3 clusters Score -3.324528e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 136516 members 
Entering Unmasked Estep 
Score: -33245324.000000 Penalty: 14564.020508
	Iteration 103Q: 3 clusters Score -3.324532e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -33245342.000000 Penalty: 14564.020508
	Iteration 104Q: 3 clusters Score -3.324534e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 136619 members 
Entering Unmasked Estep 
Score: -33245360.000000 Penalty: 14564.020508
	Iteration 105Q: 3 clusters Score -3.324536e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 136663 members 
Entering Unmasked Estep 
Score: -33245336.000000 Penalty: 14564.020508
	Iteration 106Q: 3 clusters Score -3.324534e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 136713 members 
Entering Unmasked Estep 
Score: -33245322.000000 Penalty: 14564.020508
	Iteration 107Q: 3 clusters Score -3.324532e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 136754 members 
Entering Unmasked Estep 
Score: -33245350.000000 Penalty: 14564.020508
	Iteration 108Q: 3 clusters Score -3.324535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 136785 members 
Entering Unmasked Estep 
Score: -33245328.000000 Penalty: 14564.020508
	Iteration 109Q: 3 clusters Score -3.324533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 136806 members 
Entering Unmasked Estep 
Score: -33245330.000000 Penalty: 14564.020508
	Iteration 110Q: 3 clusters Score -3.324533e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 136837 members 
Entering Unmasked Estep 
Score: -33245300.000000 Penalty: 14564.020508
	Iteration 111Q: 3 clusters Score -3.32453e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 136875 members 
Entering Unmasked Estep 
Score: -33245300.000000 Penalty: 14564.020508
	Iteration 112Q: 3 clusters Score -3.32453e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 136901 members 
Entering Unmasked Estep 
Score: -33245280.000000 Penalty: 14564.020508
	Iteration 113Q: 3 clusters Score -3.324528e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 136925 members 
Entering Unmasked Estep 
Score: -33245314.000000 Penalty: 14564.020508
	Iteration 114Q: 3 clusters Score -3.324531e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 136956 members 
Entering Unmasked Estep 
Score: -33245318.000000 Penalty: 14564.020508
	Iteration 115Q: 3 clusters Score -3.324532e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 137001 members 
Entering Unmasked Estep 
Score: -33245290.000000 Penalty: 14564.020508
	Iteration 116Q: 3 clusters Score -3.324529e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -33245304.000000 Penalty: 14564.020508
	Iteration 117Q: 3 clusters Score -3.32453e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 137100 members 
Entering Unmasked Estep 
Score: -33245296.000000 Penalty: 14564.020508
	Iteration 118Q: 3 clusters Score -3.32453e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 137137 members 
Entering Unmasked Estep 
Score: -33245316.000000 Penalty: 14564.020508
	Iteration 119Q: 3 clusters Score -3.324532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 137170 members 
Entering Unmasked Estep 
Score: -33245310.000000 Penalty: 14564.020508
	Iteration 120F: 3 clusters Score -3.324531e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 137201 members 
Entering Unmasked Estep 
Score: -33245300.000000 Penalty: 14564.020508
	Iteration 121Q: 3 clusters Score -3.32453e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 137223 members 
Entering Unmasked Estep 
Score: -33245302.000000 Penalty: 14564.020508
	Iteration 122Q: 3 clusters Score -3.32453e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 137249 members 
Entering Unmasked Estep 
Score: -33245262.000000 Penalty: 14564.020508
	Iteration 123Q: 3 clusters Score -3.324526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -33245286.000000 Penalty: 14564.020508
	Iteration 124Q: 3 clusters Score -3.324529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 137293 members 
Entering Unmasked Estep 
Score: -33245306.000000 Penalty: 14564.020508
	Iteration 125Q: 3 clusters Score -3.324531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 137312 members 
Entering Unmasked Estep 
Score: -33245274.000000 Penalty: 14564.020508
	Iteration 126Q: 3 clusters Score -3.324527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 137324 members 
Entering Unmasked Estep 
Score: -33245286.000000 Penalty: 14564.020508
	Iteration 127Q: 3 clusters Score -3.324529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 137333 members 
Entering Unmasked Estep 
Score: -33245298.000000 Penalty: 14564.020508
	Iteration 128Q: 3 clusters Score -3.32453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 137348 members 
Entering Unmasked Estep 
Score: -33245290.000000 Penalty: 14564.020508
	Iteration 129Q: 3 clusters Score -3.324529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 137363 members 
Entering Unmasked Estep 
Score: -33245286.000000 Penalty: 14564.020508
	Iteration 130Q: 3 clusters Score -3.324529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 137382 members 
Entering Unmasked Estep 
Score: -33245250.000000 Penalty: 14564.020508
	Iteration 131Q: 3 clusters Score -3.324525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -33245290.000000 Penalty: 14564.020508
	Iteration 132Q: 3 clusters Score -3.324529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 137407 members 
Entering Unmasked Estep 
Score: -33245314.000000 Penalty: 14564.020508
	Iteration 133Q: 3 clusters Score -3.324531e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -33245282.000000 Penalty: 14564.020508
	Iteration 134Q: 3 clusters Score -3.324528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 137438 members 
Entering Unmasked Estep 
Score: -33245240.000000 Penalty: 14564.020508
	Iteration 135Q: 3 clusters Score -3.324524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 137453 members 
Entering Unmasked Estep 
Score: -33245246.000000 Penalty: 14564.020508
	Iteration 136Q: 3 clusters Score -3.324525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 137467 members 
Entering Unmasked Estep 
Score: -33245252.000000 Penalty: 14564.020508
	Iteration 137Q: 3 clusters Score -3.324525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 137478 members 
Entering Unmasked Estep 
Score: -33245254.000000 Penalty: 14564.020508
	Iteration 138Q: 3 clusters Score -3.324525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 137483 members 
Entering Unmasked Estep 
Score: -33245252.000000 Penalty: 14564.020508
	Iteration 139Q: 3 clusters Score -3.324525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 137487 members 
Entering Unmasked Estep 
Score: -33245250.000000 Penalty: 14564.020508
	Iteration 140F: 3 clusters Score -3.324525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 137495 members 
Entering Unmasked Estep 
Score: -33245236.000000 Penalty: 14564.020508
	Iteration 141Q: 3 clusters Score -3.324524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 137503 members 
Entering Unmasked Estep 
Score: -33245240.000000 Penalty: 14564.020508
	Iteration 142Q: 3 clusters Score -3.324524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 137509 members 
Entering Unmasked Estep 
Score: -33245246.000000 Penalty: 14564.020508
	Iteration 143Q: 3 clusters Score -3.324525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 137514 members 
Entering Unmasked Estep 
Score: -33245246.000000 Penalty: 14564.020508
	Iteration 144Q: 3 clusters Score -3.324525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 137521 members 
Entering Unmasked Estep 
Score: -33245222.000000 Penalty: 14564.020508
	Iteration 145Q: 3 clusters Score -3.324522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 137525 members 
Entering Unmasked Estep 
Score: -33245216.000000 Penalty: 14564.020508
	Iteration 146Q: 3 clusters Score -3.324522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 137526 members 
Entering Unmasked Estep 
Score: -33245212.000000 Penalty: 14564.020508
	Iteration 147Q: 3 clusters Score -3.324521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 137527 members 
Entering Unmasked Estep 
Score: -33245200.000000 Penalty: 14564.020508
	Iteration 148Q: 3 clusters Score -3.32452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 137529 members 
Entering Unmasked Estep 
Score: -33245216.000000 Penalty: 14564.020508
	Iteration 149Q: 3 clusters Score -3.324522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 137532 members 
Entering Unmasked Estep 
Score: -33245222.000000 Penalty: 14564.020508
	Iteration 150Q: 3 clusters Score -3.324522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 137535 members 
Entering Unmasked Estep 
Score: -33245216.000000 Penalty: 14564.020508
	Iteration 151Q: 3 clusters Score -3.324522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 137538 members 
Entering Unmasked Estep 
Score: -33245208.000000 Penalty: 14564.020508
	Iteration 152Q: 3 clusters Score -3.324521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 137539 members 
Entering Unmasked Estep 
Score: -33245214.000000 Penalty: 14564.020508
	Iteration 153Q: 3 clusters Score -3.324521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 137539 members 
Entering Unmasked Estep 
Score: -33245214.000000 Penalty: 14564.020508
	Iteration 154F: 3 clusters Score -3.324521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Entering Unmasked Estep 
Score: -11137834.000000 Penalty: 6637.920410
	Iteration 0F: 2 clusters Score -1.113783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -11101521.000000 Penalty: 13275.840820
	Iteration 0F: 3 clusters Score -1.110152e+07 nChanged 22302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -11113515.000000 Penalty: 13275.840820
	Iteration 1F: 3 clusters Score -1.111352e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -11114512.000000 Penalty: 13275.840820
	Iteration 2F: 3 clusters Score -1.111451e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -11115526.000000 Penalty: 13275.840820
	Iteration 3Q: 3 clusters Score -1.111553e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -11116657.000000 Penalty: 13275.840820
	Iteration 4Q: 3 clusters Score -1.111666e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -11117806.000000 Penalty: 13275.840820
	Iteration 5Q: 3 clusters Score -1.111781e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -11119206.000000 Penalty: 13275.840820
	Iteration 6Q: 3 clusters Score -1.111921e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -11120646.000000 Penalty: 13275.840820
	Iteration 7Q: 3 clusters Score -1.112065e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -11121946.000000 Penalty: 13275.840820
	Iteration 8Q: 3 clusters Score -1.112195e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -11123088.000000 Penalty: 13275.840820
	Iteration 9Q: 3 clusters Score -1.112309e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -11124139.000000 Penalty: 13275.840820
	Iteration 10Q: 3 clusters Score -1.112414e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -11125136.000000 Penalty: 13275.840820
	Iteration 11Q: 3 clusters Score -1.112514e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -11126046.000000 Penalty: 13275.840820
	Iteration 12Q: 3 clusters Score -1.112605e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -11126795.000000 Penalty: 13275.840820
	Iteration 13Q: 3 clusters Score -1.11268e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -11127660.000000 Penalty: 13275.840820
	Iteration 14Q: 3 clusters Score -1.112766e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -11128312.000000 Penalty: 13275.840820
	Iteration 15Q: 3 clusters Score -1.112831e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -11128914.000000 Penalty: 13275.840820
	Iteration 16Q: 3 clusters Score -1.112891e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -11129378.000000 Penalty: 13275.840820
	Iteration 17Q: 3 clusters Score -1.112938e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -11129855.000000 Penalty: 13275.840820
	Iteration 18Q: 3 clusters Score -1.112986e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -11130282.000000 Penalty: 13275.840820
	Iteration 19Q: 3 clusters Score -1.113028e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -11130653.000000 Penalty: 13275.840820
	Iteration 20F: 3 clusters Score -1.113065e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -11130980.000000 Penalty: 13275.840820
	Iteration 21Q: 3 clusters Score -1.113098e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -11131227.000000 Penalty: 13275.840820
	Iteration 22Q: 3 clusters Score -1.113123e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -11131455.000000 Penalty: 13275.840820
	Iteration 23Q: 3 clusters Score -1.113146e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -11131632.000000 Penalty: 13275.840820
	Iteration 24Q: 3 clusters Score -1.113163e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -11131773.000000 Penalty: 13275.840820
	Iteration 25Q: 3 clusters Score -1.113177e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -11131917.000000 Penalty: 13275.840820
	Iteration 26Q: 3 clusters Score -1.113192e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -11131984.000000 Penalty: 13275.840820
	Iteration 27Q: 3 clusters Score -1.113198e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -11132042.000000 Penalty: 13275.840820
	Iteration 28Q: 3 clusters Score -1.113204e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -11132089.000000 Penalty: 13275.840820
	Iteration 29Q: 3 clusters Score -1.113209e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -11132143.000000 Penalty: 13275.840820
	Iteration 30Q: 3 clusters Score -1.113214e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -11132185.000000 Penalty: 13275.840820
	Iteration 31Q: 3 clusters Score -1.113218e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -11132233.000000 Penalty: 13275.840820
	Iteration 32Q: 3 clusters Score -1.113223e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -11132235.000000 Penalty: 13275.840820
	Iteration 33Q: 3 clusters Score -1.113224e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -11132255.000000 Penalty: 13275.840820
	Iteration 34Q: 3 clusters Score -1.113226e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -11132264.000000 Penalty: 13275.840820
	Iteration 35Q: 3 clusters Score -1.113226e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -11132297.000000 Penalty: 13275.840820
	Iteration 36Q: 3 clusters Score -1.11323e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -11132309.000000 Penalty: 13275.840820
	Iteration 37Q: 3 clusters Score -1.113231e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -11132354.000000 Penalty: 13275.840820
	Iteration 38Q: 3 clusters Score -1.113235e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -11132365.000000 Penalty: 13275.840820
	Iteration 39Q: 3 clusters Score -1.113236e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -11132358.000000 Penalty: 13275.840820
	Iteration 40F: 3 clusters Score -1.113236e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -11132353.000000 Penalty: 13275.840820
	Iteration 41Q: 3 clusters Score -1.113235e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -11132368.000000 Penalty: 13275.840820
	Iteration 42Q: 3 clusters Score -1.113237e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -11132360.000000 Penalty: 13275.840820
	Iteration 43Q: 3 clusters Score -1.113236e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -11132373.000000 Penalty: 13275.840820
	Iteration 44Q: 3 clusters Score -1.113237e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -11132393.000000 Penalty: 13275.840820
	Iteration 45Q: 3 clusters Score -1.113239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -11132400.000000 Penalty: 13275.840820
	Iteration 46Q: 3 clusters Score -1.11324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -11132396.000000 Penalty: 13275.840820
	Iteration 47Q: 3 clusters Score -1.11324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -11132403.000000 Penalty: 13275.840820
	Iteration 48Q: 3 clusters Score -1.11324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -11132397.000000 Penalty: 13275.840820
	Iteration 49Q: 3 clusters Score -1.11324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -11132396.000000 Penalty: 13275.840820
	Iteration 50Q: 3 clusters Score -1.11324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -11132399.000000 Penalty: 13275.840820
	Iteration 51Q: 3 clusters Score -1.11324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -11132401.000000 Penalty: 13275.840820
	Iteration 52Q: 3 clusters Score -1.11324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -11132411.000000 Penalty: 13275.840820
	Iteration 53Q: 3 clusters Score -1.113241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -11132412.000000 Penalty: 13275.840820
	Iteration 54Q: 3 clusters Score -1.113241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -11132409.000000 Penalty: 13275.840820
	Iteration 55Q: 3 clusters Score -1.113241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -11132422.000000 Penalty: 13275.840820
	Iteration 56Q: 3 clusters Score -1.113242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -11132417.000000 Penalty: 13275.840820
	Iteration 57Q: 3 clusters Score -1.113242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -11132423.000000 Penalty: 13275.840820
	Iteration 58Q: 3 clusters Score -1.113242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -11132427.000000 Penalty: 13275.840820
	Iteration 59Q: 3 clusters Score -1.113243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -11132445.000000 Penalty: 13275.840820
	Iteration 60F: 3 clusters Score -1.113244e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -11132439.000000 Penalty: 13275.840820
	Iteration 61Q: 3 clusters Score -1.113244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -11132443.000000 Penalty: 13275.840820
	Iteration 62Q: 3 clusters Score -1.113244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -11132434.000000 Penalty: 13275.840820
	Iteration 63Q: 3 clusters Score -1.113243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -11132436.000000 Penalty: 13275.840820
	Iteration 64Q: 3 clusters Score -1.113244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -11132442.000000 Penalty: 13275.840820
	Iteration 65Q: 3 clusters Score -1.113244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -11132449.000000 Penalty: 13275.840820
	Iteration 66Q: 3 clusters Score -1.113245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -11132464.000000 Penalty: 13275.840820
	Iteration 67Q: 3 clusters Score -1.113246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -11132458.000000 Penalty: 13275.840820
	Iteration 68Q: 3 clusters Score -1.113246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -11132457.000000 Penalty: 13275.840820
	Iteration 69Q: 3 clusters Score -1.113246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -11132478.000000 Penalty: 13275.840820
	Iteration 70Q: 3 clusters Score -1.113248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -11132481.000000 Penalty: 13275.840820
	Iteration 71Q: 3 clusters Score -1.113248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -11132476.000000 Penalty: 13275.840820
	Iteration 72Q: 3 clusters Score -1.113248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -11132488.000000 Penalty: 13275.840820
	Iteration 73Q: 3 clusters Score -1.113249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -11132490.000000 Penalty: 13275.840820
	Iteration 74Q: 3 clusters Score -1.113249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -11132479.000000 Penalty: 13275.840820
	Iteration 75Q: 3 clusters Score -1.113248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -11132483.000000 Penalty: 13275.840820
	Iteration 76Q: 3 clusters Score -1.113248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -11132492.000000 Penalty: 13275.840820
	Iteration 77Q: 3 clusters Score -1.113249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -11132505.000000 Penalty: 13275.840820
	Iteration 78Q: 3 clusters Score -1.11325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -11132504.000000 Penalty: 13275.840820
	Iteration 79Q: 3 clusters Score -1.11325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -11132493.000000 Penalty: 13275.840820
	Iteration 80F: 3 clusters Score -1.113249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -11132499.000000 Penalty: 13275.840820
	Iteration 81Q: 3 clusters Score -1.11325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -11132511.000000 Penalty: 13275.840820
	Iteration 82Q: 3 clusters Score -1.113251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -11132501.000000 Penalty: 13275.840820
	Iteration 83Q: 3 clusters Score -1.11325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -11132514.000000 Penalty: 13275.840820
	Iteration 84Q: 3 clusters Score -1.113251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -11132522.000000 Penalty: 13275.840820
	Iteration 85Q: 3 clusters Score -1.113252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -11132527.000000 Penalty: 13275.840820
	Iteration 86Q: 3 clusters Score -1.113253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -11132523.000000 Penalty: 13275.840820
	Iteration 87Q: 3 clusters Score -1.113252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -11132522.000000 Penalty: 13275.840820
	Iteration 88Q: 3 clusters Score -1.113252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -11132517.000000 Penalty: 13275.840820
	Iteration 89Q: 3 clusters Score -1.113252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -11132517.000000 Penalty: 13275.840820
	Iteration 90F: 3 clusters Score -1.113252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Entering Unmasked Estep 
Score: -7838895.500000 Penalty: 6416.769531
	Iteration 0F: 2 clusters Score -7838896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -7812411.500000 Penalty: 12833.539062
	Iteration 0F: 3 clusters Score -7812412 nChanged 15229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -7820664.000000 Penalty: 12833.539062
	Iteration 1F: 3 clusters Score -7820664 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -7821687.000000 Penalty: 12833.539062
	Iteration 2F: 3 clusters Score -7821687 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -7822581.000000 Penalty: 12833.539062
	Iteration 3F: 3 clusters Score -7822581 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -7823410.500000 Penalty: 12833.539062
	Iteration 4Q: 3 clusters Score -7823410 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -7824214.000000 Penalty: 12833.539062
	Iteration 5Q: 3 clusters Score -7824214 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -7824989.500000 Penalty: 12833.539062
	Iteration 6Q: 3 clusters Score -7824990 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -7825769.500000 Penalty: 12833.539062
	Iteration 7Q: 3 clusters Score -7825770 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -7826518.000000 Penalty: 12833.539062
	Iteration 8Q: 3 clusters Score -7826518 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -7827285.500000 Penalty: 12833.539062
	Iteration 9Q: 3 clusters Score -7827286 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -7827967.000000 Penalty: 12833.539062
	Iteration 10Q: 3 clusters Score -7827967 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -7828538.000000 Penalty: 12833.539062
	Iteration 11Q: 3 clusters Score -7828538 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -7829085.500000 Penalty: 12833.539062
	Iteration 12Q: 3 clusters Score -7829086 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -7829657.000000 Penalty: 12833.539062
	Iteration 13Q: 3 clusters Score -7829657 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -7830229.500000 Penalty: 12833.539062
	Iteration 14Q: 3 clusters Score -7830230 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -7830743.000000 Penalty: 12833.539062
	Iteration 15Q: 3 clusters Score -7830743 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -7831186.500000 Penalty: 12833.539062
	Iteration 16Q: 3 clusters Score -7831186 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -7831631.000000 Penalty: 12833.539062
	Iteration 17Q: 3 clusters Score -7831631 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -7831978.500000 Penalty: 12833.539062
	Iteration 18Q: 3 clusters Score -7831978 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -7832256.500000 Penalty: 12833.539062
	Iteration 19Q: 3 clusters Score -7832256 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -7832539.000000 Penalty: 12833.539062
	Iteration 20F: 3 clusters Score -7832539 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -7832767.000000 Penalty: 12833.539062
	Iteration 21Q: 3 clusters Score -7832767 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -7832900.500000 Penalty: 12833.539062
	Iteration 22Q: 3 clusters Score -7832900 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -7833092.000000 Penalty: 12833.539062
	Iteration 23Q: 3 clusters Score -7833092 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -7833238.500000 Penalty: 12833.539062
	Iteration 24Q: 3 clusters Score -7833238 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -7833341.000000 Penalty: 12833.539062
	Iteration 25Q: 3 clusters Score -7833341 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -7833449.000000 Penalty: 12833.539062
	Iteration 26Q: 3 clusters Score -7833449 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -7833498.000000 Penalty: 12833.539062
	Iteration 27Q: 3 clusters Score -7833498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -7833550.000000 Penalty: 12833.539062
	Iteration 28Q: 3 clusters Score -7833550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -7833582.500000 Penalty: 12833.539062
	Iteration 29Q: 3 clusters Score -7833582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -7833606.500000 Penalty: 12833.539062
	Iteration 30Q: 3 clusters Score -7833606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -7833628.000000 Penalty: 12833.539062
	Iteration 31Q: 3 clusters Score -7833628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -7833675.000000 Penalty: 12833.539062
	Iteration 32Q: 3 clusters Score -7833675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -7833697.000000 Penalty: 12833.539062
	Iteration 33Q: 3 clusters Score -7833697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -7833728.500000 Penalty: 12833.539062
	Iteration 34Q: 3 clusters Score -7833728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -7833772.500000 Penalty: 12833.539062
	Iteration 35Q: 3 clusters Score -7833772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -7833754.000000 Penalty: 12833.539062
	Iteration 36Q: 3 clusters Score -7833754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -7833781.000000 Penalty: 12833.539062
	Iteration 37Q: 3 clusters Score -7833781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -7833809.500000 Penalty: 12833.539062
	Iteration 38Q: 3 clusters Score -7833810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -7833807.500000 Penalty: 12833.539062
	Iteration 39Q: 3 clusters Score -7833808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -7833831.000000 Penalty: 12833.539062
	Iteration 40F: 3 clusters Score -7833831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -7833825.000000 Penalty: 12833.539062
	Iteration 41Q: 3 clusters Score -7833825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -7833832.000000 Penalty: 12833.539062
	Iteration 42Q: 3 clusters Score -7833832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -7833835.500000 Penalty: 12833.539062
	Iteration 43Q: 3 clusters Score -7833836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -7833846.000000 Penalty: 12833.539062
	Iteration 44Q: 3 clusters Score -7833846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -7833855.000000 Penalty: 12833.539062
	Iteration 45Q: 3 clusters Score -7833855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -7833852.500000 Penalty: 12833.539062
	Iteration 46Q: 3 clusters Score -7833852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -7833855.000000 Penalty: 12833.539062
	Iteration 47Q: 3 clusters Score -7833855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -7833859.000000 Penalty: 12833.539062
	Iteration 48Q: 3 clusters Score -7833859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -7833858.500000 Penalty: 12833.539062
	Iteration 49Q: 3 clusters Score -7833858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -7833868.500000 Penalty: 12833.539062
	Iteration 50Q: 3 clusters Score -7833868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -7833866.500000 Penalty: 12833.539062
	Iteration 51Q: 3 clusters Score -7833866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -7833866.500000 Penalty: 12833.539062
	Iteration 52F: 3 clusters Score -7833866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Entering Unmasked Estep 
Score: -4044113.500000 Penalty: 5988.735840
	Iteration 0F: 2 clusters Score -4044114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -4029082.000000 Penalty: 11977.471680
	Iteration 0F: 3 clusters Score -4029082 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -4032822.250000 Penalty: 11977.471680
	Iteration 1F: 3 clusters Score -4032822 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -4033403.000000 Penalty: 11977.471680
	Iteration 2F: 3 clusters Score -4033403 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -4033766.250000 Penalty: 11977.471680
	Iteration 3Q: 3 clusters Score -4033766 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4034030.000000 Penalty: 11977.471680
	Iteration 4Q: 3 clusters Score -4034030 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -4034230.750000 Penalty: 11977.471680
	Iteration 5Q: 3 clusters Score -4034231 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -4034411.250000 Penalty: 11977.471680
	Iteration 6Q: 3 clusters Score -4034411 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4034575.750000 Penalty: 11977.471680
	Iteration 7Q: 3 clusters Score -4034576 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -4034713.500000 Penalty: 11977.471680
	Iteration 8Q: 3 clusters Score -4034714 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -4034858.000000 Penalty: 11977.471680
	Iteration 9Q: 3 clusters Score -4034858 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -4035017.500000 Penalty: 11977.471680
	Iteration 10Q: 3 clusters Score -4035018 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -4035177.500000 Penalty: 11977.471680
	Iteration 11Q: 3 clusters Score -4035178 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -4035360.500000 Penalty: 11977.471680
	Iteration 12Q: 3 clusters Score -4035360 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4035561.500000 Penalty: 11977.471680
	Iteration 13Q: 3 clusters Score -4035562 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4035779.500000 Penalty: 11977.471680
	Iteration 14Q: 3 clusters Score -4035780 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4036034.250000 Penalty: 11977.471680
	Iteration 15Q: 3 clusters Score -4036034 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4036326.000000 Penalty: 11977.471680
	Iteration 16Q: 3 clusters Score -4036326 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4036607.750000 Penalty: 11977.471680
	Iteration 17Q: 3 clusters Score -4036608 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4036940.500000 Penalty: 11977.471680
	Iteration 18Q: 3 clusters Score -4036940 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4037252.500000 Penalty: 11977.471680
	Iteration 19Q: 3 clusters Score -4037252 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4037555.000000 Penalty: 11977.471680
	Iteration 20F: 3 clusters Score -4037555 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4037837.000000 Penalty: 11977.471680
	Iteration 21Q: 3 clusters Score -4037837 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4038074.250000 Penalty: 11977.471680
	Iteration 22Q: 3 clusters Score -4038074 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4038240.500000 Penalty: 11977.471680
	Iteration 23Q: 3 clusters Score -4038240 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4038368.000000 Penalty: 11977.471680
	Iteration 24Q: 3 clusters Score -4038368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4038456.750000 Penalty: 11977.471680
	Iteration 25Q: 3 clusters Score -4038457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4038537.750000 Penalty: 11977.471680
	Iteration 26Q: 3 clusters Score -4038538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4038589.750000 Penalty: 11977.471680
	Iteration 27Q: 3 clusters Score -4038590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4038641.000000 Penalty: 11977.471680
	Iteration 28Q: 3 clusters Score -4038641 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4038673.000000 Penalty: 11977.471680
	Iteration 29Q: 3 clusters Score -4038673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4038717.250000 Penalty: 11977.471680
	Iteration 30Q: 3 clusters Score -4038717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4038745.500000 Penalty: 11977.471680
	Iteration 31Q: 3 clusters Score -4038746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4038761.000000 Penalty: 11977.471680
	Iteration 32Q: 3 clusters Score -4038761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4038772.250000 Penalty: 11977.471680
	Iteration 33Q: 3 clusters Score -4038772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4038789.250000 Penalty: 11977.471680
	Iteration 34Q: 3 clusters Score -4038789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4038801.250000 Penalty: 11977.471680
	Iteration 35Q: 3 clusters Score -4038801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4038805.750000 Penalty: 11977.471680
	Iteration 36Q: 3 clusters Score -4038806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4038816.500000 Penalty: 11977.471680
	Iteration 37Q: 3 clusters Score -4038816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4038828.250000 Penalty: 11977.471680
	Iteration 38Q: 3 clusters Score -4038828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4038837.250000 Penalty: 11977.471680
	Iteration 39Q: 3 clusters Score -4038837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4038837.250000 Penalty: 11977.471680
	Iteration 40F: 3 clusters Score -4038837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4038838.000000 Penalty: 11977.471680
	Iteration 41Q: 3 clusters Score -4038838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4038840.000000 Penalty: 11977.471680
	Iteration 42Q: 3 clusters Score -4038840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4038846.000000 Penalty: 11977.471680
	Iteration 43Q: 3 clusters Score -4038846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4038846.000000 Penalty: 11977.471680
	Iteration 44Q: 3 clusters Score -4038846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4038846.250000 Penalty: 11977.471680
	Iteration 45Q: 3 clusters Score -4038846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4038846.250000 Penalty: 11977.471680
	Iteration 46F: 3 clusters Score -4038846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (54183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Entering Unmasked Estep 
Score: -12377391.000000 Penalty: 6676.325195
	Iteration 0F: 2 clusters Score -1.237739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -12339062.000000 Penalty: 13352.650391
	Iteration 0F: 3 clusters Score -1.233906e+07 nChanged 24134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -12351756.000000 Penalty: 13352.650391
	Iteration 1F: 3 clusters Score -1.235176e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -12352680.000000 Penalty: 13352.650391
	Iteration 2F: 3 clusters Score -1.235268e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -12353417.000000 Penalty: 13352.650391
	Iteration 3Q: 3 clusters Score -1.235342e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -12353975.000000 Penalty: 13352.650391
	Iteration 4Q: 3 clusters Score -1.235398e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -12354606.000000 Penalty: 13352.650391
	Iteration 5Q: 3 clusters Score -1.235461e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -12355170.000000 Penalty: 13352.650391
	Iteration 6Q: 3 clusters Score -1.235517e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -12355718.000000 Penalty: 13352.650391
	Iteration 7Q: 3 clusters Score -1.235572e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -12356309.000000 Penalty: 13352.650391
	Iteration 8Q: 3 clusters Score -1.235631e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -12357015.000000 Penalty: 13352.650391
	Iteration 9Q: 3 clusters Score -1.235702e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -12357750.000000 Penalty: 13352.650391
	Iteration 10Q: 3 clusters Score -1.235775e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -12358670.000000 Penalty: 13352.650391
	Iteration 11Q: 3 clusters Score -1.235867e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -12359792.000000 Penalty: 13352.650391
	Iteration 12Q: 3 clusters Score -1.235979e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -12361058.000000 Penalty: 13352.650391
	Iteration 13Q: 3 clusters Score -1.236106e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -12362511.000000 Penalty: 13352.650391
	Iteration 14Q: 3 clusters Score -1.236251e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -12363889.000000 Penalty: 13352.650391
	Iteration 15Q: 3 clusters Score -1.236389e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -12364913.000000 Penalty: 13352.650391
	Iteration 16Q: 3 clusters Score -1.236491e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -12365617.000000 Penalty: 13352.650391
	Iteration 17Q: 3 clusters Score -1.236562e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -12366093.000000 Penalty: 13352.650391
	Iteration 18Q: 3 clusters Score -1.236609e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -12366455.000000 Penalty: 13352.650391
	Iteration 19Q: 3 clusters Score -1.236646e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -12366832.000000 Penalty: 13352.650391
	Iteration 20F: 3 clusters Score -1.236683e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -12367031.000000 Penalty: 13352.650391
	Iteration 21Q: 3 clusters Score -1.236703e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -12367262.000000 Penalty: 13352.650391
	Iteration 22Q: 3 clusters Score -1.236726e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -12367454.000000 Penalty: 13352.650391
	Iteration 23Q: 3 clusters Score -1.236745e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -12367646.000000 Penalty: 13352.650391
	Iteration 24Q: 3 clusters Score -1.236765e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -12367871.000000 Penalty: 13352.650391
	Iteration 25Q: 3 clusters Score -1.236787e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -12368032.000000 Penalty: 13352.650391
	Iteration 26Q: 3 clusters Score -1.236803e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -12368265.000000 Penalty: 13352.650391
	Iteration 27Q: 3 clusters Score -1.236826e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -12368549.000000 Penalty: 13352.650391
	Iteration 28Q: 3 clusters Score -1.236855e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -12368819.000000 Penalty: 13352.650391
	Iteration 29Q: 3 clusters Score -1.236882e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -12369071.000000 Penalty: 13352.650391
	Iteration 30Q: 3 clusters Score -1.236907e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -12369338.000000 Penalty: 13352.650391
	Iteration 31Q: 3 clusters Score -1.236934e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -12369615.000000 Penalty: 13352.650391
	Iteration 32Q: 3 clusters Score -1.236962e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -12369863.000000 Penalty: 13352.650391
	Iteration 33Q: 3 clusters Score -1.236986e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -12370154.000000 Penalty: 13352.650391
	Iteration 34Q: 3 clusters Score -1.237015e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -12370349.000000 Penalty: 13352.650391
	Iteration 35Q: 3 clusters Score -1.237035e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -12370520.000000 Penalty: 13352.650391
	Iteration 36Q: 3 clusters Score -1.237052e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -12370675.000000 Penalty: 13352.650391
	Iteration 37Q: 3 clusters Score -1.237068e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -12370788.000000 Penalty: 13352.650391
	Iteration 38Q: 3 clusters Score -1.237079e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -12370890.000000 Penalty: 13352.650391
	Iteration 39Q: 3 clusters Score -1.237089e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -12371003.000000 Penalty: 13352.650391
	Iteration 40F: 3 clusters Score -1.2371e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -12371119.000000 Penalty: 13352.650391
	Iteration 41Q: 3 clusters Score -1.237112e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -12371200.000000 Penalty: 13352.650391
	Iteration 42Q: 3 clusters Score -1.23712e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -12371297.000000 Penalty: 13352.650391
	Iteration 43Q: 3 clusters Score -1.23713e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -12371329.000000 Penalty: 13352.650391
	Iteration 44Q: 3 clusters Score -1.237133e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -12371365.000000 Penalty: 13352.650391
	Iteration 45Q: 3 clusters Score -1.237136e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -12371412.000000 Penalty: 13352.650391
	Iteration 46Q: 3 clusters Score -1.237141e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -12371413.000000 Penalty: 13352.650391
	Iteration 47Q: 3 clusters Score -1.237141e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12371444.000000 Penalty: 13352.650391
	Iteration 48Q: 3 clusters Score -1.237144e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -12371494.000000 Penalty: 13352.650391
	Iteration 49Q: 3 clusters Score -1.237149e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -12371511.000000 Penalty: 13352.650391
	Iteration 50Q: 3 clusters Score -1.237151e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -12371551.000000 Penalty: 13352.650391
	Iteration 51Q: 3 clusters Score -1.237155e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -12371559.000000 Penalty: 13352.650391
	Iteration 52Q: 3 clusters Score -1.237156e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -12371577.000000 Penalty: 13352.650391
	Iteration 53Q: 3 clusters Score -1.237158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -12371594.000000 Penalty: 13352.650391
	Iteration 54Q: 3 clusters Score -1.237159e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -12371604.000000 Penalty: 13352.650391
	Iteration 55Q: 3 clusters Score -1.23716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -12371623.000000 Penalty: 13352.650391
	Iteration 56Q: 3 clusters Score -1.237162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12371632.000000 Penalty: 13352.650391
	Iteration 57Q: 3 clusters Score -1.237163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -12371665.000000 Penalty: 13352.650391
	Iteration 58Q: 3 clusters Score -1.237166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -12371673.000000 Penalty: 13352.650391
	Iteration 59Q: 3 clusters Score -1.237167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -12371668.000000 Penalty: 13352.650391
	Iteration 60F: 3 clusters Score -1.237167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -12371661.000000 Penalty: 13352.650391
	Iteration 61Q: 3 clusters Score -1.237166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -12371669.000000 Penalty: 13352.650391
	Iteration 62Q: 3 clusters Score -1.237167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -12371681.000000 Penalty: 13352.650391
	Iteration 63Q: 3 clusters Score -1.237168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -12371691.000000 Penalty: 13352.650391
	Iteration 64Q: 3 clusters Score -1.237169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -12371683.000000 Penalty: 13352.650391
	Iteration 65Q: 3 clusters Score -1.237168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -12371691.000000 Penalty: 13352.650391
	Iteration 66Q: 3 clusters Score -1.237169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -12371691.000000 Penalty: 13352.650391
	Iteration 67Q: 3 clusters Score -1.237169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -12371699.000000 Penalty: 13352.650391
	Iteration 68Q: 3 clusters Score -1.23717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -12371697.000000 Penalty: 13352.650391
	Iteration 69Q: 3 clusters Score -1.23717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -12371706.000000 Penalty: 13352.650391
	Iteration 70Q: 3 clusters Score -1.237171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -12371698.000000 Penalty: 13352.650391
	Iteration 71Q: 3 clusters Score -1.23717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -12371703.000000 Penalty: 13352.650391
	Iteration 72Q: 3 clusters Score -1.23717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12371709.000000 Penalty: 13352.650391
	Iteration 73Q: 3 clusters Score -1.237171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12371713.000000 Penalty: 13352.650391
	Iteration 74Q: 3 clusters Score -1.237171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12371718.000000 Penalty: 13352.650391
	Iteration 75Q: 3 clusters Score -1.237172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12371718.000000 Penalty: 13352.650391
	Iteration 76F: 3 clusters Score -1.237172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127422 members 
Entering Unmasked Estep 
Score: -29371860.000000 Penalty: 7200.096680
	Iteration 0F: 2 clusters Score -2.937186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -29289110.000000 Penalty: 14400.193359
	Iteration 0F: 3 clusters Score -2.928911e+07 nChanged 58802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -29321728.000000 Penalty: 14400.193359
	Iteration 1F: 3 clusters Score -2.932173e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -29323200.000000 Penalty: 14400.193359
	Iteration 2Q: 3 clusters Score -2.93232e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -29324878.000000 Penalty: 14400.193359
	Iteration 3Q: 3 clusters Score -2.932488e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -29326582.000000 Penalty: 14400.193359
	Iteration 4Q: 3 clusters Score -2.932658e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -29328692.000000 Penalty: 14400.193359
	Iteration 5Q: 3 clusters Score -2.932869e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -29331144.000000 Penalty: 14400.193359
	Iteration 6Q: 3 clusters Score -2.933114e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -29334692.000000 Penalty: 14400.193359
	Iteration 7F: 3 clusters Score -2.933469e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -29338984.000000 Penalty: 14400.193359
	Iteration 8F: 3 clusters Score -2.933898e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -29344530.000000 Penalty: 14400.193359
	Iteration 9F: 3 clusters Score -2.934453e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -29350064.000000 Penalty: 14400.193359
	Iteration 10F: 3 clusters Score -2.935006e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104201 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -29355070.000000 Penalty: 14400.193359
	Iteration 11F: 3 clusters Score -2.935507e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -29358928.000000 Penalty: 14400.193359
	Iteration 12Q: 3 clusters Score -2.935893e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112862 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -29361630.000000 Penalty: 14400.193359
	Iteration 13Q: 3 clusters Score -2.936163e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -29363144.000000 Penalty: 14400.193359
	Iteration 14Q: 3 clusters Score -2.936314e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117639 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -29364210.000000 Penalty: 14400.193359
	Iteration 15Q: 3 clusters Score -2.936421e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119109 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -29364954.000000 Penalty: 14400.193359
	Iteration 16Q: 3 clusters Score -2.936495e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120228 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -29365426.000000 Penalty: 14400.193359
	Iteration 17Q: 3 clusters Score -2.936543e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121039 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -29365890.000000 Penalty: 14400.193359
	Iteration 18Q: 3 clusters Score -2.936589e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121673 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -29366162.000000 Penalty: 14400.193359
	Iteration 19Q: 3 clusters Score -2.936616e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122148 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -29366384.000000 Penalty: 14400.193359
	Iteration 20F: 3 clusters Score -2.936638e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122543 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -29366542.000000 Penalty: 14400.193359
	Iteration 21Q: 3 clusters Score -2.936654e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122869 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -29366640.000000 Penalty: 14400.193359
	Iteration 22Q: 3 clusters Score -2.936664e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123099 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -29366742.000000 Penalty: 14400.193359
	Iteration 23Q: 3 clusters Score -2.936674e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123286 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -29366828.000000 Penalty: 14400.193359
	Iteration 24Q: 3 clusters Score -2.936683e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123424 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -29366884.000000 Penalty: 14400.193359
	Iteration 25Q: 3 clusters Score -2.936688e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123542 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -29366950.000000 Penalty: 14400.193359
	Iteration 26Q: 3 clusters Score -2.936695e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123637 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -29366956.000000 Penalty: 14400.193359
	Iteration 27Q: 3 clusters Score -2.936696e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123697 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -29366996.000000 Penalty: 14400.193359
	Iteration 28Q: 3 clusters Score -2.9367e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123747 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -29367004.000000 Penalty: 14400.193359
	Iteration 29Q: 3 clusters Score -2.9367e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123783 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -29367002.000000 Penalty: 14400.193359
	Iteration 30Q: 3 clusters Score -2.9367e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123814 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -29367010.000000 Penalty: 14400.193359
	Iteration 31Q: 3 clusters Score -2.936701e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123848 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -29367012.000000 Penalty: 14400.193359
	Iteration 32Q: 3 clusters Score -2.936701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123868 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -29366996.000000 Penalty: 14400.193359
	Iteration 33Q: 3 clusters Score -2.9367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123890 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -29366984.000000 Penalty: 14400.193359
	Iteration 34Q: 3 clusters Score -2.936698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123914 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -29366984.000000 Penalty: 14400.193359
	Iteration 35Q: 3 clusters Score -2.936698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123921 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -29366976.000000 Penalty: 14400.193359
	Iteration 36Q: 3 clusters Score -2.936698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123929 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -29366970.000000 Penalty: 14400.193359
	Iteration 37Q: 3 clusters Score -2.936697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123933 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -29366948.000000 Penalty: 14400.193359
	Iteration 38Q: 3 clusters Score -2.936695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123937 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -29366954.000000 Penalty: 14400.193359
	Iteration 39Q: 3 clusters Score -2.936695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123942 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -29366956.000000 Penalty: 14400.193359
	Iteration 40F: 3 clusters Score -2.936696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123943 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -29366952.000000 Penalty: 14400.193359
	Iteration 41Q: 3 clusters Score -2.936695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123945 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -29366964.000000 Penalty: 14400.193359
	Iteration 42Q: 3 clusters Score -2.936696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123944 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -29366964.000000 Penalty: 14400.193359
	Iteration 43Q: 3 clusters Score -2.936696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123944 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -29366964.000000 Penalty: 14400.193359
	Iteration 44F: 3 clusters Score -2.936696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Entering Unmasked Estep 
Score: -4247584.500000 Penalty: 6017.736816
	Iteration 0F: 2 clusters Score -4247584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4232156.500000 Penalty: 12035.473633
	Iteration 0F: 3 clusters Score -4232156 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4235944.000000 Penalty: 12035.473633
	Iteration 1F: 3 clusters Score -4235944 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -4236531.500000 Penalty: 12035.473633
	Iteration 2F: 3 clusters Score -4236532 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -4236874.500000 Penalty: 12035.473633
	Iteration 3Q: 3 clusters Score -4236874 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -4237118.000000 Penalty: 12035.473633
	Iteration 4Q: 3 clusters Score -4237118 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -4237315.000000 Penalty: 12035.473633
	Iteration 5Q: 3 clusters Score -4237315 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -4237454.000000 Penalty: 12035.473633
	Iteration 6Q: 3 clusters Score -4237454 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -4237573.000000 Penalty: 12035.473633
	Iteration 7Q: 3 clusters Score -4237573 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -4237653.500000 Penalty: 12035.473633
	Iteration 8Q: 3 clusters Score -4237654 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -4237739.500000 Penalty: 12035.473633
	Iteration 9Q: 3 clusters Score -4237740 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4237809.500000 Penalty: 12035.473633
	Iteration 10Q: 3 clusters Score -4237810 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -4237849.500000 Penalty: 12035.473633
	Iteration 11Q: 3 clusters Score -4237850 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4237896.500000 Penalty: 12035.473633
	Iteration 12Q: 3 clusters Score -4237896 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4237956.000000 Penalty: 12035.473633
	Iteration 13Q: 3 clusters Score -4237956 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4237977.500000 Penalty: 12035.473633
	Iteration 14Q: 3 clusters Score -4237978 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -4238027.500000 Penalty: 12035.473633
	Iteration 15Q: 3 clusters Score -4238028 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -4238052.000000 Penalty: 12035.473633
	Iteration 16Q: 3 clusters Score -4238052 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -4238083.000000 Penalty: 12035.473633
	Iteration 17Q: 3 clusters Score -4238083 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -4238102.000000 Penalty: 12035.473633
	Iteration 18Q: 3 clusters Score -4238102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -4238119.000000 Penalty: 12035.473633
	Iteration 19Q: 3 clusters Score -4238119 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -4238139.500000 Penalty: 12035.473633
	Iteration 20F: 3 clusters Score -4238140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4238183.500000 Penalty: 12035.473633
	Iteration 21Q: 3 clusters Score -4238184 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -4238203.000000 Penalty: 12035.473633
	Iteration 22Q: 3 clusters Score -4238203 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -4238237.500000 Penalty: 12035.473633
	Iteration 23Q: 3 clusters Score -4238238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4238276.000000 Penalty: 12035.473633
	Iteration 24Q: 3 clusters Score -4238276 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4238302.000000 Penalty: 12035.473633
	Iteration 25Q: 3 clusters Score -4238302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -4238326.500000 Penalty: 12035.473633
	Iteration 26Q: 3 clusters Score -4238326 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4238373.500000 Penalty: 12035.473633
	Iteration 27Q: 3 clusters Score -4238374 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4238428.500000 Penalty: 12035.473633
	Iteration 28Q: 3 clusters Score -4238428 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -4238490.500000 Penalty: 12035.473633
	Iteration 29Q: 3 clusters Score -4238490 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -4238574.000000 Penalty: 12035.473633
	Iteration 30Q: 3 clusters Score -4238574 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -4238669.000000 Penalty: 12035.473633
	Iteration 31Q: 3 clusters Score -4238669 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -4238785.500000 Penalty: 12035.473633
	Iteration 32Q: 3 clusters Score -4238786 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -4238914.500000 Penalty: 12035.473633
	Iteration 33Q: 3 clusters Score -4238914 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -4239048.000000 Penalty: 12035.473633
	Iteration 34Q: 3 clusters Score -4239048 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -4239189.000000 Penalty: 12035.473633
	Iteration 35Q: 3 clusters Score -4239189 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -4239389.000000 Penalty: 12035.473633
	Iteration 36Q: 3 clusters Score -4239389 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4239634.000000 Penalty: 12035.473633
	Iteration 37Q: 3 clusters Score -4239634 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -4239909.000000 Penalty: 12035.473633
	Iteration 38Q: 3 clusters Score -4239909 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -4240179.500000 Penalty: 12035.473633
	Iteration 39Q: 3 clusters Score -4240180 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4240480.000000 Penalty: 12035.473633
	Iteration 40F: 3 clusters Score -4240480 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -4240787.500000 Penalty: 12035.473633
	Iteration 41Q: 3 clusters Score -4240788 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -4241035.500000 Penalty: 12035.473633
	Iteration 42Q: 3 clusters Score -4241036 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4241258.000000 Penalty: 12035.473633
	Iteration 43Q: 3 clusters Score -4241258 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4241408.000000 Penalty: 12035.473633
	Iteration 44Q: 3 clusters Score -4241408 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4241555.500000 Penalty: 12035.473633
	Iteration 45Q: 3 clusters Score -4241556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4241664.500000 Penalty: 12035.473633
	Iteration 46Q: 3 clusters Score -4241664 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4241729.000000 Penalty: 12035.473633
	Iteration 47Q: 3 clusters Score -4241729 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -4241786.000000 Penalty: 12035.473633
	Iteration 48Q: 3 clusters Score -4241786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4241846.000000 Penalty: 12035.473633
	Iteration 49Q: 3 clusters Score -4241846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -4241886.000000 Penalty: 12035.473633
	Iteration 50Q: 3 clusters Score -4241886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -4241905.000000 Penalty: 12035.473633
	Iteration 51Q: 3 clusters Score -4241905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4241934.000000 Penalty: 12035.473633
	Iteration 52Q: 3 clusters Score -4241934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4241961.500000 Penalty: 12035.473633
	Iteration 53Q: 3 clusters Score -4241962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4241979.000000 Penalty: 12035.473633
	Iteration 54Q: 3 clusters Score -4241979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -4242004.000000 Penalty: 12035.473633
	Iteration 55Q: 3 clusters Score -4242004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4242028.500000 Penalty: 12035.473633
	Iteration 56Q: 3 clusters Score -4242028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -4242041.500000 Penalty: 12035.473633
	Iteration 57Q: 3 clusters Score -4242042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -4242065.000000 Penalty: 12035.473633
	Iteration 58Q: 3 clusters Score -4242065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -4242090.500000 Penalty: 12035.473633
	Iteration 59Q: 3 clusters Score -4242090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4242094.500000 Penalty: 12035.473633
	Iteration 60F: 3 clusters Score -4242094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -4242105.500000 Penalty: 12035.473633
	Iteration 61Q: 3 clusters Score -4242106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4242119.000000 Penalty: 12035.473633
	Iteration 62Q: 3 clusters Score -4242119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4242135.500000 Penalty: 12035.473633
	Iteration 63Q: 3 clusters Score -4242136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -4242153.000000 Penalty: 12035.473633
	Iteration 64Q: 3 clusters Score -4242153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4242167.000000 Penalty: 12035.473633
	Iteration 65Q: 3 clusters Score -4242167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4242176.000000 Penalty: 12035.473633
	Iteration 66Q: 3 clusters Score -4242176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -4242168.000000 Penalty: 12035.473633
	Iteration 67Q: 3 clusters Score -4242168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -4242170.000000 Penalty: 12035.473633
	Iteration 68Q: 3 clusters Score -4242170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -4242172.000000 Penalty: 12035.473633
	Iteration 69Q: 3 clusters Score -4242172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4242175.000000 Penalty: 12035.473633
	Iteration 70Q: 3 clusters Score -4242175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -4242185.000000 Penalty: 12035.473633
	Iteration 71Q: 3 clusters Score -4242185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -4242185.500000 Penalty: 12035.473633
	Iteration 72Q: 3 clusters Score -4242186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -4242180.500000 Penalty: 12035.473633
	Iteration 73Q: 3 clusters Score -4242180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4242181.500000 Penalty: 12035.473633
	Iteration 74Q: 3 clusters Score -4242182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -4242178.500000 Penalty: 12035.473633
	Iteration 75Q: 3 clusters Score -4242178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -4242178.500000 Penalty: 12035.473633
	Iteration 76F: 3 clusters Score -4242178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -189556.203125 Penalty: 4175.250488
	Iteration 0F: 2 clusters Score -189556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -185750.671875 Penalty: 8350.500977
	Iteration 0F: 3 clusters Score -185750.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -186088.546875 Penalty: 8350.500977
	Iteration 1F: 3 clusters Score -186088.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -186230.390625 Penalty: 8350.500977
	Iteration 2Q: 3 clusters Score -186230.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -186293.390625 Penalty: 8350.500977
	Iteration 3Q: 3 clusters Score -186293.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -186339.906250 Penalty: 8350.500977
	Iteration 4Q: 3 clusters Score -186339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -186346.734375 Penalty: 8350.500977
	Iteration 5Q: 3 clusters Score -186346.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -186348.656250 Penalty: 8350.500977
	Iteration 6Q: 3 clusters Score -186348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -186358.421875 Penalty: 8350.500977
	Iteration 7Q: 3 clusters Score -186358.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -186374.968750 Penalty: 8350.500977
	Iteration 8Q: 3 clusters Score -186375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -186387.640625 Penalty: 8350.500977
	Iteration 9Q: 3 clusters Score -186387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -186395.359375 Penalty: 8350.500977
	Iteration 10Q: 3 clusters Score -186395.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -186415.984375 Penalty: 8350.500977
	Iteration 11Q: 3 clusters Score -186416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -186432.359375 Penalty: 8350.500977
	Iteration 12Q: 3 clusters Score -186432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -186452.281250 Penalty: 8350.500977
	Iteration 13Q: 3 clusters Score -186452.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -186459.000000 Penalty: 8350.500977
	Iteration 14Q: 3 clusters Score -186459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -186461.218750 Penalty: 8350.500977
	Iteration 15Q: 3 clusters Score -186461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -186461.218750 Penalty: 8350.500977
	Iteration 16F: 3 clusters Score -186461.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -1373197.125000 Penalty: 5337.169434
	Iteration 0F: 2 clusters Score -1373197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1365407.500000 Penalty: 10674.338867
	Iteration 0F: 3 clusters Score -1365408 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1366758.000000 Penalty: 10674.338867
	Iteration 1F: 3 clusters Score -1366758 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1367118.500000 Penalty: 10674.338867
	Iteration 2F: 3 clusters Score -1367118 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1367349.750000 Penalty: 10674.338867
	Iteration 3Q: 3 clusters Score -1367350 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1367509.000000 Penalty: 10674.338867
	Iteration 4Q: 3 clusters Score -1367509 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1367620.250000 Penalty: 10674.338867
	Iteration 5Q: 3 clusters Score -1367620 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1367722.250000 Penalty: 10674.338867
	Iteration 6Q: 3 clusters Score -1367722 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1367815.125000 Penalty: 10674.338867
	Iteration 7Q: 3 clusters Score -1367815 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1367885.875000 Penalty: 10674.338867
	Iteration 8Q: 3 clusters Score -1367886 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1367952.875000 Penalty: 10674.338867
	Iteration 9Q: 3 clusters Score -1367953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1367993.875000 Penalty: 10674.338867
	Iteration 10Q: 3 clusters Score -1367994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1368035.375000 Penalty: 10674.338867
	Iteration 11Q: 3 clusters Score -1368035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1368067.500000 Penalty: 10674.338867
	Iteration 12Q: 3 clusters Score -1368068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1368094.250000 Penalty: 10674.338867
	Iteration 13Q: 3 clusters Score -1368094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1368122.625000 Penalty: 10674.338867
	Iteration 14Q: 3 clusters Score -1368123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1368154.875000 Penalty: 10674.338867
	Iteration 15Q: 3 clusters Score -1368155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1368180.000000 Penalty: 10674.338867
	Iteration 16Q: 3 clusters Score -1368180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1368198.625000 Penalty: 10674.338867
	Iteration 17Q: 3 clusters Score -1368199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1368217.750000 Penalty: 10674.338867
	Iteration 18Q: 3 clusters Score -1368218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1368242.375000 Penalty: 10674.338867
	Iteration 19Q: 3 clusters Score -1368242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1368269.750000 Penalty: 10674.338867
	Iteration 20F: 3 clusters Score -1368270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1368287.875000 Penalty: 10674.338867
	Iteration 21Q: 3 clusters Score -1368288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1368305.000000 Penalty: 10674.338867
	Iteration 22Q: 3 clusters Score -1368305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1368323.000000 Penalty: 10674.338867
	Iteration 23Q: 3 clusters Score -1368323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1368330.875000 Penalty: 10674.338867
	Iteration 24Q: 3 clusters Score -1368331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1368337.500000 Penalty: 10674.338867
	Iteration 25Q: 3 clusters Score -1368338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1368349.250000 Penalty: 10674.338867
	Iteration 26Q: 3 clusters Score -1368349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1368347.000000 Penalty: 10674.338867
	Iteration 27Q: 3 clusters Score -1368347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1368355.125000 Penalty: 10674.338867
	Iteration 28Q: 3 clusters Score -1368355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1368357.750000 Penalty: 10674.338867
	Iteration 29Q: 3 clusters Score -1368358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1368359.250000 Penalty: 10674.338867
	Iteration 30Q: 3 clusters Score -1368359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1368360.875000 Penalty: 10674.338867
	Iteration 31Q: 3 clusters Score -1368361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1368365.625000 Penalty: 10674.338867
	Iteration 32Q: 3 clusters Score -1368366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1368371.250000 Penalty: 10674.338867
	Iteration 33Q: 3 clusters Score -1368371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1368373.000000 Penalty: 10674.338867
	Iteration 34Q: 3 clusters Score -1368373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1368374.250000 Penalty: 10674.338867
	Iteration 35Q: 3 clusters Score -1368374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1368378.500000 Penalty: 10674.338867
	Iteration 36Q: 3 clusters Score -1368378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1368385.750000 Penalty: 10674.338867
	Iteration 37Q: 3 clusters Score -1368386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1368389.375000 Penalty: 10674.338867
	Iteration 38Q: 3 clusters Score -1368389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1368392.625000 Penalty: 10674.338867
	Iteration 39Q: 3 clusters Score -1368393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1368395.750000 Penalty: 10674.338867
	Iteration 40F: 3 clusters Score -1368396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1368396.875000 Penalty: 10674.338867
	Iteration 41Q: 3 clusters Score -1368397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1368402.750000 Penalty: 10674.338867
	Iteration 42Q: 3 clusters Score -1368403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1368402.375000 Penalty: 10674.338867
	Iteration 43Q: 3 clusters Score -1368402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1368402.375000 Penalty: 10674.338867
	Iteration 44F: 3 clusters Score -1368402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Entering Unmasked Estep 
Score: -7519860.000000 Penalty: 6397.400391
	Iteration 0F: 2 clusters Score -7519860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -7494497.500000 Penalty: 12794.800781
	Iteration 0F: 3 clusters Score -7494498 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -7502276.000000 Penalty: 12794.800781
	Iteration 1F: 3 clusters Score -7502276 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -7503296.000000 Penalty: 12794.800781
	Iteration 2F: 3 clusters Score -7503296 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -7504088.500000 Penalty: 12794.800781
	Iteration 3F: 3 clusters Score -7504088 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -7504767.000000 Penalty: 12794.800781
	Iteration 4Q: 3 clusters Score -7504767 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -7505372.500000 Penalty: 12794.800781
	Iteration 5Q: 3 clusters Score -7505372 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -7506063.500000 Penalty: 12794.800781
	Iteration 6Q: 3 clusters Score -7506064 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -7506908.500000 Penalty: 12794.800781
	Iteration 7Q: 3 clusters Score -7506908 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -7507840.000000 Penalty: 12794.800781
	Iteration 8Q: 3 clusters Score -7507840 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -7508669.000000 Penalty: 12794.800781
	Iteration 9Q: 3 clusters Score -7508669 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -7509426.000000 Penalty: 12794.800781
	Iteration 10Q: 3 clusters Score -7509426 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -7510150.000000 Penalty: 12794.800781
	Iteration 11Q: 3 clusters Score -7510150 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -7510632.000000 Penalty: 12794.800781
	Iteration 12Q: 3 clusters Score -7510632 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -7511083.000000 Penalty: 12794.800781
	Iteration 13Q: 3 clusters Score -7511083 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -7511439.500000 Penalty: 12794.800781
	Iteration 14Q: 3 clusters Score -7511440 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -7511744.500000 Penalty: 12794.800781
	Iteration 15Q: 3 clusters Score -7511744 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -7511917.500000 Penalty: 12794.800781
	Iteration 16Q: 3 clusters Score -7511918 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -7512061.000000 Penalty: 12794.800781
	Iteration 17Q: 3 clusters Score -7512061 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -7512185.500000 Penalty: 12794.800781
	Iteration 18Q: 3 clusters Score -7512186 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -7512287.000000 Penalty: 12794.800781
	Iteration 19Q: 3 clusters Score -7512287 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -7512363.000000 Penalty: 12794.800781
	Iteration 20F: 3 clusters Score -7512363 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -7512406.500000 Penalty: 12794.800781
	Iteration 21Q: 3 clusters Score -7512406 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -7512439.000000 Penalty: 12794.800781
	Iteration 22Q: 3 clusters Score -7512439 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -7512463.000000 Penalty: 12794.800781
	Iteration 23Q: 3 clusters Score -7512463 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -7512515.000000 Penalty: 12794.800781
	Iteration 24Q: 3 clusters Score -7512515 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -7512552.000000 Penalty: 12794.800781
	Iteration 25Q: 3 clusters Score -7512552 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -7512586.500000 Penalty: 12794.800781
	Iteration 26Q: 3 clusters Score -7512586 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -7512599.000000 Penalty: 12794.800781
	Iteration 27Q: 3 clusters Score -7512599 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -7512609.500000 Penalty: 12794.800781
	Iteration 28Q: 3 clusters Score -7512610 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -7512617.500000 Penalty: 12794.800781
	Iteration 29Q: 3 clusters Score -7512618 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -7512647.500000 Penalty: 12794.800781
	Iteration 30Q: 3 clusters Score -7512648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -7512654.500000 Penalty: 12794.800781
	Iteration 31Q: 3 clusters Score -7512654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -7512674.500000 Penalty: 12794.800781
	Iteration 32Q: 3 clusters Score -7512674 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -7512671.000000 Penalty: 12794.800781
	Iteration 33Q: 3 clusters Score -7512671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -7512674.500000 Penalty: 12794.800781
	Iteration 34Q: 3 clusters Score -7512674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -7512692.500000 Penalty: 12794.800781
	Iteration 35Q: 3 clusters Score -7512692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -7512685.000000 Penalty: 12794.800781
	Iteration 36Q: 3 clusters Score -7512685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -7512698.000000 Penalty: 12794.800781
	Iteration 37Q: 3 clusters Score -7512698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -7512709.000000 Penalty: 12794.800781
	Iteration 38Q: 3 clusters Score -7512709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -7512717.000000 Penalty: 12794.800781
	Iteration 39Q: 3 clusters Score -7512717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -7512723.500000 Penalty: 12794.800781
	Iteration 40F: 3 clusters Score -7512724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -7512724.000000 Penalty: 12794.800781
	Iteration 41Q: 3 clusters Score -7512724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -7512725.000000 Penalty: 12794.800781
	Iteration 42Q: 3 clusters Score -7512725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -7512735.000000 Penalty: 12794.800781
	Iteration 43Q: 3 clusters Score -7512735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -7512733.000000 Penalty: 12794.800781
	Iteration 44Q: 3 clusters Score -7512733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -7512744.000000 Penalty: 12794.800781
	Iteration 45Q: 3 clusters Score -7512744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -7512755.000000 Penalty: 12794.800781
	Iteration 46Q: 3 clusters Score -7512755 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -7512768.000000 Penalty: 12794.800781
	Iteration 47Q: 3 clusters Score -7512768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -7512769.000000 Penalty: 12794.800781
	Iteration 48Q: 3 clusters Score -7512769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -7512767.500000 Penalty: 12794.800781
	Iteration 49Q: 3 clusters Score -7512768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -7512772.000000 Penalty: 12794.800781
	Iteration 50Q: 3 clusters Score -7512772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -7512779.500000 Penalty: 12794.800781
	Iteration 51Q: 3 clusters Score -7512780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -7512767.000000 Penalty: 12794.800781
	Iteration 52Q: 3 clusters Score -7512767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -7512789.500000 Penalty: 12794.800781
	Iteration 53Q: 3 clusters Score -7512790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -7512779.000000 Penalty: 12794.800781
	Iteration 54Q: 3 clusters Score -7512779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -7512812.500000 Penalty: 12794.800781
	Iteration 55Q: 3 clusters Score -7512812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -7512807.500000 Penalty: 12794.800781
	Iteration 56Q: 3 clusters Score -7512808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -7512806.500000 Penalty: 12794.800781
	Iteration 57Q: 3 clusters Score -7512806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -7512801.500000 Penalty: 12794.800781
	Iteration 58Q: 3 clusters Score -7512802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -7512807.500000 Penalty: 12794.800781
	Iteration 59Q: 3 clusters Score -7512808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -7512831.000000 Penalty: 12794.800781
	Iteration 60F: 3 clusters Score -7512831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7512825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -7512837.000000 Penalty: 12794.800781
	Iteration 62Q: 3 clusters Score -7512837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -7512850.500000 Penalty: 12794.800781
	Iteration 63Q: 3 clusters Score -7512850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -7512845.000000 Penalty: 12794.800781
	Iteration 64Q: 3 clusters Score -7512845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7512852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7512868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7512860 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7512886 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -7512877.500000 Penalty: 12794.800781
	Iteration 69Q: 3 clusters Score -7512878 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7512867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7512865 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7512874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7512870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7512884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7512907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7512900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -7512909.000000 Penalty: 12794.800781
	Iteration 77Q: 3 clusters Score -7512909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7512903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7512899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -7512913.500000 Penalty: 12794.800781
	Iteration 80F: 3 clusters Score -7512914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7512896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7512884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7512891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7512891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7512892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7512884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7512899 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7512914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7512915 nChanged 27
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Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7512918 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7512924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7512933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7512919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7512922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
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Entering Unmasked Estep 
Score: -7512916.500000 Penalty: 12794.800781
	Iteration 95Q: 3 clusters Score -7512916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7512926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -7512922.000000 Penalty: 12794.800781
	Iteration 97Q: 3 clusters Score -7512922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7512920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7512948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -7512949.500000 Penalty: 12794.800781
	Iteration 100F: 3 clusters Score -7512950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7512944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7512946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -7512960.500000 Penalty: 12794.800781
	Iteration 103Q: 3 clusters Score -7512960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7512960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7512970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7512968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7512968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -7512975.000000 Penalty: 12794.800781
	Iteration 108Q: 3 clusters Score -7512975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7512986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7512990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -7512989.000000 Penalty: 12794.800781
	Iteration 111Q: 3 clusters Score -7512989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -7512988.000000 Penalty: 12794.800781
	Iteration 112Q: 3 clusters Score -7512988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7512994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -7512974.500000 Penalty: 12794.800781
	Iteration 114Q: 3 clusters Score -7512974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -7512978.500000 Penalty: 12794.800781
	Iteration 115Q: 3 clusters Score -7512978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -7512992.000000 Penalty: 12794.800781
	Iteration 116Q: 3 clusters Score -7512992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7512992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7512996 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7512995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
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Entering Unmasked Estep 
Score: -7513014.500000 Penalty: 12794.800781
	Iteration 120F: 3 clusters Score -7513014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -7513019.000000 Penalty: 12794.800781
	Iteration 121Q: 3 clusters Score -7513019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -7513022.500000 Penalty: 12794.800781
	Iteration 122Q: 3 clusters Score -7513022 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -7513012.500000 Penalty: 12794.800781
	Iteration 123Q: 3 clusters Score -7513012 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -7513015.000000 Penalty: 12794.800781
	Iteration 124Q: 3 clusters Score -7513015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7513019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -7513032.500000 Penalty: 12794.800781
	Iteration 126Q: 3 clusters Score -7513032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -7513029.500000 Penalty: 12794.800781
	Iteration 127Q: 3 clusters Score -7513030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -7513023.000000 Penalty: 12794.800781
	Iteration 128Q: 3 clusters Score -7513023 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -7513016.000000 Penalty: 12794.800781
	Iteration 129Q: 3 clusters Score -7513016 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13221 members 
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Entering Unmasked Estep 
Score: -7513025.000000 Penalty: 12794.800781
	Iteration 130Q: 3 clusters Score -7513025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 21153 members 
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	Iteration 131Q: 3 clusters Score -7513020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7513029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -7513018.000000 Penalty: 12794.800781
	Iteration 133Q: 3 clusters Score -7513018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -7513023.000000 Penalty: 12794.800781
	Iteration 134Q: 3 clusters Score -7513023 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13157 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7513032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
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Entering Unmasked Estep 
Score: -7513037.500000 Penalty: 12794.800781
	Iteration 136Q: 3 clusters Score -7513038 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -7513036.500000 Penalty: 12794.800781
	Iteration 137Q: 3 clusters Score -7513036 nChanged 13
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Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7513036 nChanged 10
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Entering Unmasked Estep 
Score: -7513028.000000 Penalty: 12794.800781
	Iteration 139Q: 3 clusters Score -7513028 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7513036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -7513033.000000 Penalty: 12794.800781
	Iteration 141Q: 3 clusters Score -7513033 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -7513059.000000 Penalty: 12794.800781
	Iteration 142Q: 3 clusters Score -7513059 nChanged 15
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Mstep: Class 1 contains 13062 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7513060 nChanged 14
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Mstep: Class 1 contains 13050 members 
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Entering Unmasked Estep 
Score: -7513054.000000 Penalty: 12794.800781
	Iteration 144Q: 3 clusters Score -7513054 nChanged 19
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Mstep: Class 1 contains 13033 members 
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Entering Unmasked Estep 
Score: -7513071.000000 Penalty: 12794.800781
	Iteration 145Q: 3 clusters Score -7513071 nChanged 14
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Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7513071 nChanged 20
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Mstep: Class 1 contains 13001 members 
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Entering Unmasked Estep 
Score: -7513061.500000 Penalty: 12794.800781
	Iteration 147Q: 3 clusters Score -7513062 nChanged 20
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Mstep: Class 1 contains 12981 members 
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Entering Unmasked Estep 
Score: -7513073.500000 Penalty: 12794.800781
	Iteration 148Q: 3 clusters Score -7513074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -7513072.000000 Penalty: 12794.800781
	Iteration 149Q: 3 clusters Score -7513072 nChanged 28
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Mstep: Class 1 contains 12930 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7513074 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -7513080.500000 Penalty: 12794.800781
	Iteration 151Q: 3 clusters Score -7513080 nChanged 23
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Mstep: Class 1 contains 12882 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7513074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -7513068.500000 Penalty: 12794.800781
	Iteration 153Q: 3 clusters Score -7513068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -7513072.500000 Penalty: 12794.800781
	Iteration 154Q: 3 clusters Score -7513072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -7513073.000000 Penalty: 12794.800781
	Iteration 155Q: 3 clusters Score -7513073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -7513056.500000 Penalty: 12794.800781
	Iteration 156Q: 3 clusters Score -7513056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -7513058.500000 Penalty: 12794.800781
	Iteration 157Q: 3 clusters Score -7513058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -7513069.500000 Penalty: 12794.800781
	Iteration 158Q: 3 clusters Score -7513070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -7513073.500000 Penalty: 12794.800781
	Iteration 159Q: 3 clusters Score -7513074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -7513077.000000 Penalty: 12794.800781
	Iteration 160F: 3 clusters Score -7513077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -7513086.000000 Penalty: 12794.800781
	Iteration 161Q: 3 clusters Score -7513086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -7513082.000000 Penalty: 12794.800781
	Iteration 162Q: 3 clusters Score -7513082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -7513094.500000 Penalty: 12794.800781
	Iteration 163Q: 3 clusters Score -7513094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -7513099.000000 Penalty: 12794.800781
	Iteration 164Q: 3 clusters Score -7513099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -7513114.500000 Penalty: 12794.800781
	Iteration 165Q: 3 clusters Score -7513114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -7513107.000000 Penalty: 12794.800781
	Iteration 166Q: 3 clusters Score -7513107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -7513092.000000 Penalty: 12794.800781
	Iteration 167Q: 3 clusters Score -7513092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -7513106.000000 Penalty: 12794.800781
	Iteration 168Q: 3 clusters Score -7513106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -7513110.500000 Penalty: 12794.800781
	Iteration 169Q: 3 clusters Score -7513110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -7513106.000000 Penalty: 12794.800781
	Iteration 170Q: 3 clusters Score -7513106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -7513090.500000 Penalty: 12794.800781
	Iteration 171Q: 3 clusters Score -7513090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -7513101.500000 Penalty: 12794.800781
	Iteration 172Q: 3 clusters Score -7513102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -7513104.500000 Penalty: 12794.800781
	Iteration 173Q: 3 clusters Score -7513104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -7513102.500000 Penalty: 12794.800781
	Iteration 174Q: 3 clusters Score -7513102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -7513105.500000 Penalty: 12794.800781
	Iteration 175Q: 3 clusters Score -7513106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -7513104.500000 Penalty: 12794.800781
	Iteration 176Q: 3 clusters Score -7513104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -7513102.500000 Penalty: 12794.800781
	Iteration 177Q: 3 clusters Score -7513102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -7513105.000000 Penalty: 12794.800781
	Iteration 178Q: 3 clusters Score -7513105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -7513105.500000 Penalty: 12794.800781
	Iteration 179Q: 3 clusters Score -7513106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -7513106.500000 Penalty: 12794.800781
	Iteration 180F: 3 clusters Score -7513106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -7513103.000000 Penalty: 12794.800781
	Iteration 181Q: 3 clusters Score -7513103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -7513112.000000 Penalty: 12794.800781
	Iteration 182Q: 3 clusters Score -7513112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -7513098.000000 Penalty: 12794.800781
	Iteration 183Q: 3 clusters Score -7513098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -7513112.000000 Penalty: 12794.800781
	Iteration 184Q: 3 clusters Score -7513112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -7513109.500000 Penalty: 12794.800781
	Iteration 185Q: 3 clusters Score -7513110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -7513099.500000 Penalty: 12794.800781
	Iteration 186Q: 3 clusters Score -7513100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -7513101.500000 Penalty: 12794.800781
	Iteration 187Q: 3 clusters Score -7513102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -7513096.000000 Penalty: 12794.800781
	Iteration 188Q: 3 clusters Score -7513096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -7513104.000000 Penalty: 12794.800781
	Iteration 189Q: 3 clusters Score -7513104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -7513103.500000 Penalty: 12794.800781
	Iteration 190Q: 3 clusters Score -7513104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -7513111.000000 Penalty: 12794.800781
	Iteration 191Q: 3 clusters Score -7513111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -7513117.000000 Penalty: 12794.800781
	Iteration 192Q: 3 clusters Score -7513117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -7513111.500000 Penalty: 12794.800781
	Iteration 193Q: 3 clusters Score -7513112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -7513112.000000 Penalty: 12794.800781
	Iteration 194Q: 3 clusters Score -7513112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -7513113.500000 Penalty: 12794.800781
	Iteration 195Q: 3 clusters Score -7513114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -7513106.500000 Penalty: 12794.800781
	Iteration 196Q: 3 clusters Score -7513106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -7513103.500000 Penalty: 12794.800781
	Iteration 197Q: 3 clusters Score -7513104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -7513101.500000 Penalty: 12794.800781
	Iteration 198Q: 3 clusters Score -7513102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -7513110.500000 Penalty: 12794.800781
	Iteration 199Q: 3 clusters Score -7513110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -7513135.500000 Penalty: 12794.800781
	Iteration 200F: 3 clusters Score -7513136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -7513128.000000 Penalty: 12794.800781
	Iteration 201Q: 3 clusters Score -7513128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -7513127.500000 Penalty: 12794.800781
	Iteration 202Q: 3 clusters Score -7513128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -7513129.500000 Penalty: 12794.800781
	Iteration 203Q: 3 clusters Score -7513130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -7513133.500000 Penalty: 12794.800781
	Iteration 204Q: 3 clusters Score -7513134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -7513139.500000 Penalty: 12794.800781
	Iteration 205Q: 3 clusters Score -7513140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -7513149.000000 Penalty: 12794.800781
	Iteration 206Q: 3 clusters Score -7513149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -7513146.000000 Penalty: 12794.800781
	Iteration 207Q: 3 clusters Score -7513146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -7513132.000000 Penalty: 12794.800781
	Iteration 208Q: 3 clusters Score -7513132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -7513135.500000 Penalty: 12794.800781
	Iteration 209Q: 3 clusters Score -7513136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -7513142.500000 Penalty: 12794.800781
	Iteration 210Q: 3 clusters Score -7513142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -7513150.500000 Penalty: 12794.800781
	Iteration 211Q: 3 clusters Score -7513150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -7513138.000000 Penalty: 12794.800781
	Iteration 212Q: 3 clusters Score -7513138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -7513140.000000 Penalty: 12794.800781
	Iteration 213Q: 3 clusters Score -7513140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -7513139.500000 Penalty: 12794.800781
	Iteration 214Q: 3 clusters Score -7513140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -7513157.500000 Penalty: 12794.800781
	Iteration 215Q: 3 clusters Score -7513158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -7513153.000000 Penalty: 12794.800781
	Iteration 216Q: 3 clusters Score -7513153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -7513146.000000 Penalty: 12794.800781
	Iteration 217Q: 3 clusters Score -7513146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -7513148.000000 Penalty: 12794.800781
	Iteration 218Q: 3 clusters Score -7513148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -7513159.000000 Penalty: 12794.800781
	Iteration 219Q: 3 clusters Score -7513159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -7513156.500000 Penalty: 12794.800781
	Iteration 220F: 3 clusters Score -7513156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -7513157.000000 Penalty: 12794.800781
	Iteration 221Q: 3 clusters Score -7513157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -7513150.500000 Penalty: 12794.800781
	Iteration 222Q: 3 clusters Score -7513150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -7513161.500000 Penalty: 12794.800781
	Iteration 223Q: 3 clusters Score -7513162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -7513152.000000 Penalty: 12794.800781
	Iteration 224Q: 3 clusters Score -7513152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -7513151.000000 Penalty: 12794.800781
	Iteration 225Q: 3 clusters Score -7513151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -7513153.500000 Penalty: 12794.800781
	Iteration 226Q: 3 clusters Score -7513154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -7513153.500000 Penalty: 12794.800781
	Iteration 227Q: 3 clusters Score -7513154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -7513158.000000 Penalty: 12794.800781
	Iteration 228Q: 3 clusters Score -7513158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -7513158.000000 Penalty: 12794.800781
	Iteration 229F: 3 clusters Score -7513158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Entering Unmasked Estep 
Score: -10875613.000000 Penalty: 6593.552734
	Iteration 0F: 2 clusters Score -1.087561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -10841850.000000 Penalty: 13187.105469
	Iteration 0F: 3 clusters Score -1.084185e+07 nChanged 20656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -10852632.000000 Penalty: 13187.105469
	Iteration 1F: 3 clusters Score -1.085263e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -10853523.000000 Penalty: 13187.105469
	Iteration 2F: 3 clusters Score -1.085352e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -10854170.000000 Penalty: 13187.105469
	Iteration 3Q: 3 clusters Score -1.085417e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -10854774.000000 Penalty: 13187.105469
	Iteration 4Q: 3 clusters Score -1.085477e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -10855242.000000 Penalty: 13187.105469
	Iteration 5Q: 3 clusters Score -1.085524e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -10855744.000000 Penalty: 13187.105469
	Iteration 6Q: 3 clusters Score -1.085574e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -10856294.000000 Penalty: 13187.105469
	Iteration 7Q: 3 clusters Score -1.085629e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -10857001.000000 Penalty: 13187.105469
	Iteration 8Q: 3 clusters Score -1.0857e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -10857852.000000 Penalty: 13187.105469
	Iteration 9Q: 3 clusters Score -1.085785e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -10859095.000000 Penalty: 13187.105469
	Iteration 10Q: 3 clusters Score -1.08591e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -10860566.000000 Penalty: 13187.105469
	Iteration 11F: 3 clusters Score -1.086057e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -10862184.000000 Penalty: 13187.105469
	Iteration 12F: 3 clusters Score -1.086218e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -10863724.000000 Penalty: 13187.105469
	Iteration 13Q: 3 clusters Score -1.086372e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -10865056.000000 Penalty: 13187.105469
	Iteration 14Q: 3 clusters Score -1.086506e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -10866186.000000 Penalty: 13187.105469
	Iteration 15Q: 3 clusters Score -1.086619e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -10867048.000000 Penalty: 13187.105469
	Iteration 16Q: 3 clusters Score -1.086705e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -10867754.000000 Penalty: 13187.105469
	Iteration 17Q: 3 clusters Score -1.086775e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -10868248.000000 Penalty: 13187.105469
	Iteration 18Q: 3 clusters Score -1.086825e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -10868648.000000 Penalty: 13187.105469
	Iteration 19Q: 3 clusters Score -1.086865e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -10868954.000000 Penalty: 13187.105469
	Iteration 20F: 3 clusters Score -1.086895e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -10869147.000000 Penalty: 13187.105469
	Iteration 21Q: 3 clusters Score -1.086915e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -10869294.000000 Penalty: 13187.105469
	Iteration 22Q: 3 clusters Score -1.086929e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -10869402.000000 Penalty: 13187.105469
	Iteration 23Q: 3 clusters Score -1.08694e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10869495.000000 Penalty: 13187.105469
	Iteration 24Q: 3 clusters Score -1.08695e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -10869564.000000 Penalty: 13187.105469
	Iteration 25Q: 3 clusters Score -1.086956e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10869647.000000 Penalty: 13187.105469
	Iteration 26Q: 3 clusters Score -1.086965e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10869688.000000 Penalty: 13187.105469
	Iteration 27Q: 3 clusters Score -1.086969e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -10869734.000000 Penalty: 13187.105469
	Iteration 28Q: 3 clusters Score -1.086973e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10869729.000000 Penalty: 13187.105469
	Iteration 29Q: 3 clusters Score -1.086973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10869757.000000 Penalty: 13187.105469
	Iteration 30Q: 3 clusters Score -1.086976e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10869767.000000 Penalty: 13187.105469
	Iteration 31Q: 3 clusters Score -1.086977e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -10869785.000000 Penalty: 13187.105469
	Iteration 32Q: 3 clusters Score -1.086978e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -10869794.000000 Penalty: 13187.105469
	Iteration 33Q: 3 clusters Score -1.086979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10869811.000000 Penalty: 13187.105469
	Iteration 34Q: 3 clusters Score -1.086981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10869835.000000 Penalty: 13187.105469
	Iteration 35Q: 3 clusters Score -1.086984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10869851.000000 Penalty: 13187.105469
	Iteration 36Q: 3 clusters Score -1.086985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -10869863.000000 Penalty: 13187.105469
	Iteration 37Q: 3 clusters Score -1.086986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -10869878.000000 Penalty: 13187.105469
	Iteration 38Q: 3 clusters Score -1.086988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10869873.000000 Penalty: 13187.105469
	Iteration 39Q: 3 clusters Score -1.086987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10869892.000000 Penalty: 13187.105469
	Iteration 40F: 3 clusters Score -1.086989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10869906.000000 Penalty: 13187.105469
	Iteration 41Q: 3 clusters Score -1.086991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10869922.000000 Penalty: 13187.105469
	Iteration 42Q: 3 clusters Score -1.086992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10869924.000000 Penalty: 13187.105469
	Iteration 43Q: 3 clusters Score -1.086992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -10869923.000000 Penalty: 13187.105469
	Iteration 44Q: 3 clusters Score -1.086992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10869923.000000 Penalty: 13187.105469
	Iteration 45Q: 3 clusters Score -1.086992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -10869930.000000 Penalty: 13187.105469
	Iteration 46Q: 3 clusters Score -1.086993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10869937.000000 Penalty: 13187.105469
	Iteration 47Q: 3 clusters Score -1.086994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10869938.000000 Penalty: 13187.105469
	Iteration 48Q: 3 clusters Score -1.086994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10869941.000000 Penalty: 13187.105469
	Iteration 49Q: 3 clusters Score -1.086994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -10869942.000000 Penalty: 13187.105469
	Iteration 50Q: 3 clusters Score -1.086994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10869954.000000 Penalty: 13187.105469
	Iteration 51Q: 3 clusters Score -1.086995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -10869952.000000 Penalty: 13187.105469
	Iteration 52Q: 3 clusters Score -1.086995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10869948.000000 Penalty: 13187.105469
	Iteration 53Q: 3 clusters Score -1.086995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10869960.000000 Penalty: 13187.105469
	Iteration 54Q: 3 clusters Score -1.086996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10869952.000000 Penalty: 13187.105469
	Iteration 55Q: 3 clusters Score -1.086995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10869960.000000 Penalty: 13187.105469
	Iteration 56Q: 3 clusters Score -1.086996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10869957.000000 Penalty: 13187.105469
	Iteration 57Q: 3 clusters Score -1.086996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10869963.000000 Penalty: 13187.105469
	Iteration 58Q: 3 clusters Score -1.086996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10869960.000000 Penalty: 13187.105469
	Iteration 59Q: 3 clusters Score -1.086996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10869966.000000 Penalty: 13187.105469
	Iteration 60F: 3 clusters Score -1.086997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10869960.000000 Penalty: 13187.105469
	Iteration 61Q: 3 clusters Score -1.086996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10869956.000000 Penalty: 13187.105469
	Iteration 62Q: 3 clusters Score -1.086996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10869966.000000 Penalty: 13187.105469
	Iteration 63Q: 3 clusters Score -1.086997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10869960.000000 Penalty: 13187.105469
	Iteration 64Q: 3 clusters Score -1.086996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10869960.000000 Penalty: 13187.105469
	Iteration 65F: 3 clusters Score -1.086996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Entering Unmasked Estep 
Score: -3686968.750000 Penalty: 5953.748535
	Iteration 0F: 2 clusters Score -3686969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3672512.250000 Penalty: 11907.497070
	Iteration 0F: 3 clusters Score -3672512 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3676146.000000 Penalty: 11907.497070
	Iteration 1F: 3 clusters Score -3676146 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3676790.000000 Penalty: 11907.497070
	Iteration 2F: 3 clusters Score -3676790 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -3677224.500000 Penalty: 11907.497070
	Iteration 3F: 3 clusters Score -3677224 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3677596.500000 Penalty: 11907.497070
	Iteration 4Q: 3 clusters Score -3677596 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3677910.500000 Penalty: 11907.497070
	Iteration 5Q: 3 clusters Score -3677910 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3678196.500000 Penalty: 11907.497070
	Iteration 6Q: 3 clusters Score -3678196 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3678492.000000 Penalty: 11907.497070
	Iteration 7Q: 3 clusters Score -3678492 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3678734.750000 Penalty: 11907.497070
	Iteration 8Q: 3 clusters Score -3678735 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3678983.500000 Penalty: 11907.497070
	Iteration 9Q: 3 clusters Score -3678984 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3679183.250000 Penalty: 11907.497070
	Iteration 10Q: 3 clusters Score -3679183 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3679374.500000 Penalty: 11907.497070
	Iteration 11Q: 3 clusters Score -3679374 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3679605.750000 Penalty: 11907.497070
	Iteration 12Q: 3 clusters Score -3679606 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3679786.500000 Penalty: 11907.497070
	Iteration 13Q: 3 clusters Score -3679786 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3679928.500000 Penalty: 11907.497070
	Iteration 14Q: 3 clusters Score -3679928 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3680085.500000 Penalty: 11907.497070
	Iteration 15Q: 3 clusters Score -3680086 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3680253.250000 Penalty: 11907.497070
	Iteration 16Q: 3 clusters Score -3680253 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3680391.500000 Penalty: 11907.497070
	Iteration 17Q: 3 clusters Score -3680392 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3680508.250000 Penalty: 11907.497070
	Iteration 18Q: 3 clusters Score -3680508 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3680638.250000 Penalty: 11907.497070
	Iteration 19Q: 3 clusters Score -3680638 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3680745.750000 Penalty: 11907.497070
	Iteration 20F: 3 clusters Score -3680746 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3680814.750000 Penalty: 11907.497070
	Iteration 21Q: 3 clusters Score -3680815 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -3680912.250000 Penalty: 11907.497070
	Iteration 22Q: 3 clusters Score -3680912 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3681001.000000 Penalty: 11907.497070
	Iteration 23Q: 3 clusters Score -3681001 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3681075.000000 Penalty: 11907.497070
	Iteration 24Q: 3 clusters Score -3681075 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -3681148.250000 Penalty: 11907.497070
	Iteration 25Q: 3 clusters Score -3681148 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3681210.250000 Penalty: 11907.497070
	Iteration 26Q: 3 clusters Score -3681210 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3681264.000000 Penalty: 11907.497070
	Iteration 27Q: 3 clusters Score -3681264 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3681306.500000 Penalty: 11907.497070
	Iteration 28Q: 3 clusters Score -3681306 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3681324.750000 Penalty: 11907.497070
	Iteration 29Q: 3 clusters Score -3681325 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3681360.250000 Penalty: 11907.497070
	Iteration 30Q: 3 clusters Score -3681360 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3681411.500000 Penalty: 11907.497070
	Iteration 31Q: 3 clusters Score -3681412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3681454.250000 Penalty: 11907.497070
	Iteration 32Q: 3 clusters Score -3681454 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -3681487.500000 Penalty: 11907.497070
	Iteration 33Q: 3 clusters Score -3681488 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3681524.250000 Penalty: 11907.497070
	Iteration 34Q: 3 clusters Score -3681524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3681548.250000 Penalty: 11907.497070
	Iteration 35Q: 3 clusters Score -3681548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3681573.500000 Penalty: 11907.497070
	Iteration 36Q: 3 clusters Score -3681574 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3681624.500000 Penalty: 11907.497070
	Iteration 37Q: 3 clusters Score -3681624 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3681677.250000 Penalty: 11907.497070
	Iteration 38Q: 3 clusters Score -3681677 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3681718.750000 Penalty: 11907.497070
	Iteration 39Q: 3 clusters Score -3681719 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3681755.000000 Penalty: 11907.497070
	Iteration 40F: 3 clusters Score -3681755 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3681794.250000 Penalty: 11907.497070
	Iteration 41Q: 3 clusters Score -3681794 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3681830.750000 Penalty: 11907.497070
	Iteration 42Q: 3 clusters Score -3681831 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3681873.000000 Penalty: 11907.497070
	Iteration 43Q: 3 clusters Score -3681873 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3681916.500000 Penalty: 11907.497070
	Iteration 44Q: 3 clusters Score -3681916 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3681956.750000 Penalty: 11907.497070
	Iteration 45Q: 3 clusters Score -3681957 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3682014.750000 Penalty: 11907.497070
	Iteration 46Q: 3 clusters Score -3682015 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3682050.750000 Penalty: 11907.497070
	Iteration 47Q: 3 clusters Score -3682051 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3682102.750000 Penalty: 11907.497070
	Iteration 48Q: 3 clusters Score -3682103 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3682144.250000 Penalty: 11907.497070
	Iteration 49Q: 3 clusters Score -3682144 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3682170.750000 Penalty: 11907.497070
	Iteration 50Q: 3 clusters Score -3682171 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3682216.250000 Penalty: 11907.497070
	Iteration 51Q: 3 clusters Score -3682216 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3682253.500000 Penalty: 11907.497070
	Iteration 52Q: 3 clusters Score -3682254 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3682291.250000 Penalty: 11907.497070
	Iteration 53Q: 3 clusters Score -3682291 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3682318.250000 Penalty: 11907.497070
	Iteration 54Q: 3 clusters Score -3682318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3682356.500000 Penalty: 11907.497070
	Iteration 55Q: 3 clusters Score -3682356 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3682395.250000 Penalty: 11907.497070
	Iteration 56Q: 3 clusters Score -3682395 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3682422.000000 Penalty: 11907.497070
	Iteration 57Q: 3 clusters Score -3682422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3682458.500000 Penalty: 11907.497070
	Iteration 58Q: 3 clusters Score -3682458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3682473.750000 Penalty: 11907.497070
	Iteration 59Q: 3 clusters Score -3682474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3682479.000000 Penalty: 11907.497070
	Iteration 60F: 3 clusters Score -3682479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3682502.250000 Penalty: 11907.497070
	Iteration 61Q: 3 clusters Score -3682502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3682521.250000 Penalty: 11907.497070
	Iteration 62Q: 3 clusters Score -3682521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3682541.250000 Penalty: 11907.497070
	Iteration 63Q: 3 clusters Score -3682541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3682550.500000 Penalty: 11907.497070
	Iteration 64Q: 3 clusters Score -3682550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3682574.500000 Penalty: 11907.497070
	Iteration 65Q: 3 clusters Score -3682574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3682582.750000 Penalty: 11907.497070
	Iteration 66Q: 3 clusters Score -3682583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3682579.500000 Penalty: 11907.497070
	Iteration 67Q: 3 clusters Score -3682580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3682601.750000 Penalty: 11907.497070
	Iteration 68Q: 3 clusters Score -3682602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3682612.750000 Penalty: 11907.497070
	Iteration 69Q: 3 clusters Score -3682613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3682626.750000 Penalty: 11907.497070
	Iteration 70Q: 3 clusters Score -3682627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3682636.250000 Penalty: 11907.497070
	Iteration 71Q: 3 clusters Score -3682636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3682653.500000 Penalty: 11907.497070
	Iteration 72Q: 3 clusters Score -3682654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3682671.000000 Penalty: 11907.497070
	Iteration 73Q: 3 clusters Score -3682671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3682690.250000 Penalty: 11907.497070
	Iteration 74Q: 3 clusters Score -3682690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3682687.750000 Penalty: 11907.497070
	Iteration 75Q: 3 clusters Score -3682688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3682701.250000 Penalty: 11907.497070
	Iteration 76Q: 3 clusters Score -3682701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3682708.250000 Penalty: 11907.497070
	Iteration 77Q: 3 clusters Score -3682708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3682719.750000 Penalty: 11907.497070
	Iteration 78Q: 3 clusters Score -3682720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3682744.250000 Penalty: 11907.497070
	Iteration 79Q: 3 clusters Score -3682744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3682748.250000 Penalty: 11907.497070
	Iteration 80F: 3 clusters Score -3682748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3682754.250000 Penalty: 11907.497070
	Iteration 81Q: 3 clusters Score -3682754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3682766.000000 Penalty: 11907.497070
	Iteration 82Q: 3 clusters Score -3682766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3682776.500000 Penalty: 11907.497070
	Iteration 83Q: 3 clusters Score -3682776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3682786.500000 Penalty: 11907.497070
	Iteration 84Q: 3 clusters Score -3682786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3682790.000000 Penalty: 11907.497070
	Iteration 85Q: 3 clusters Score -3682790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3682808.250000 Penalty: 11907.497070
	Iteration 86Q: 3 clusters Score -3682808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3682814.250000 Penalty: 11907.497070
	Iteration 87Q: 3 clusters Score -3682814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3682828.000000 Penalty: 11907.497070
	Iteration 88Q: 3 clusters Score -3682828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3682837.500000 Penalty: 11907.497070
	Iteration 89Q: 3 clusters Score -3682838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3682858.000000 Penalty: 11907.497070
	Iteration 90Q: 3 clusters Score -3682858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3682867.750000 Penalty: 11907.497070
	Iteration 91Q: 3 clusters Score -3682868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3682866.250000 Penalty: 11907.497070
	Iteration 92Q: 3 clusters Score -3682866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3682873.750000 Penalty: 11907.497070
	Iteration 93Q: 3 clusters Score -3682874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3682884.000000 Penalty: 11907.497070
	Iteration 94Q: 3 clusters Score -3682884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3682892.750000 Penalty: 11907.497070
	Iteration 95Q: 3 clusters Score -3682893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3682895.000000 Penalty: 11907.497070
	Iteration 96Q: 3 clusters Score -3682895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3682901.750000 Penalty: 11907.497070
	Iteration 97Q: 3 clusters Score -3682902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3682905.250000 Penalty: 11907.497070
	Iteration 98Q: 3 clusters Score -3682905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3682915.000000 Penalty: 11907.497070
	Iteration 99Q: 3 clusters Score -3682915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3682921.750000 Penalty: 11907.497070
	Iteration 100F: 3 clusters Score -3682922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3682928.750000 Penalty: 11907.497070
	Iteration 101Q: 3 clusters Score -3682929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3682932.500000 Penalty: 11907.497070
	Iteration 102Q: 3 clusters Score -3682932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3682927.000000 Penalty: 11907.497070
	Iteration 103Q: 3 clusters Score -3682927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3682928.000000 Penalty: 11907.497070
	Iteration 104Q: 3 clusters Score -3682928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3682939.000000 Penalty: 11907.497070
	Iteration 105Q: 3 clusters Score -3682939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3682937.750000 Penalty: 11907.497070
	Iteration 106Q: 3 clusters Score -3682938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3682936.000000 Penalty: 11907.497070
	Iteration 107Q: 3 clusters Score -3682936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3682939.500000 Penalty: 11907.497070
	Iteration 108Q: 3 clusters Score -3682940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3682952.250000 Penalty: 11907.497070
	Iteration 109Q: 3 clusters Score -3682952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3682960.250000 Penalty: 11907.497070
	Iteration 110Q: 3 clusters Score -3682960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3682956.250000 Penalty: 11907.497070
	Iteration 111Q: 3 clusters Score -3682956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3682965.750000 Penalty: 11907.497070
	Iteration 112Q: 3 clusters Score -3682966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3682976.250000 Penalty: 11907.497070
	Iteration 113Q: 3 clusters Score -3682976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3682973.750000 Penalty: 11907.497070
	Iteration 114Q: 3 clusters Score -3682974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3682981.500000 Penalty: 11907.497070
	Iteration 115Q: 3 clusters Score -3682982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3682991.500000 Penalty: 11907.497070
	Iteration 116Q: 3 clusters Score -3682992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3682990.500000 Penalty: 11907.497070
	Iteration 117Q: 3 clusters Score -3682990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3682994.500000 Penalty: 11907.497070
	Iteration 118Q: 3 clusters Score -3682994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3683000.750000 Penalty: 11907.497070
	Iteration 119Q: 3 clusters Score -3683001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3683002.500000 Penalty: 11907.497070
	Iteration 120F: 3 clusters Score -3683002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3683005.250000 Penalty: 11907.497070
	Iteration 121Q: 3 clusters Score -3683005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3683003.250000 Penalty: 11907.497070
	Iteration 122Q: 3 clusters Score -3683003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3683003.250000 Penalty: 11907.497070
	Iteration 123F: 3 clusters Score -3683003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 23154 members 
Mstep: Class 3 contains 73301 members 
Mstep: Class 4 contains 121263 members 
Mstep: Class 5 contains 14687 members 
Mstep: Class 6 contains 13771 members 
Mstep: Class 7 contains 42572 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 7863 members 
Mstep: Class 10 contains 58285 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92532 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24610 members 
Mstep: Class 15 contains 111941 members 
Mstep: Class 16 contains 32355 members 
Mstep: Class 17 contains 145655 members 
Mstep: Class 18 contains 50890 members 
Mstep: Class 19 contains 35467 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 54183 members 
Mstep: Class 22 contains 127422 members 
Mstep: Class 23 contains 18488 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6086 members 
Mstep: Class 26 contains 34363 members 
Mstep: Class 27 contains 47334 members 
Mstep: Class 28 contains 16654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440896.000000 Penalty: 240310.328125
Iteration 159Q: 29 clusters Score -2.724409e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 23151 members 
Mstep: Class 3 contains 73294 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14688 members 
Mstep: Class 6 contains 13743 members 
Mstep: Class 7 contains 42568 members 
Mstep: Class 8 contains 9947 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 58196 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92535 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24610 members 
Mstep: Class 15 contains 111942 members 
Mstep: Class 16 contains 32349 members 
Mstep: Class 17 contains 145631 members 
Mstep: Class 18 contains 50896 members 
Mstep: Class 19 contains 35466 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 54314 members 
Mstep: Class 22 contains 127415 members 
Mstep: Class 23 contains 18489 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6085 members 
Mstep: Class 26 contains 34336 members 
Mstep: Class 27 contains 47331 members 
Mstep: Class 28 contains 16706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441344.000000 Penalty: 240310.328125
Iteration 160F: 29 clusters Score -2.724413e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 23148 members 
Mstep: Class 3 contains 73293 members 
Mstep: Class 4 contains 121260 members 
Mstep: Class 5 contains 14688 members 
Mstep: Class 6 contains 14065 members 
Mstep: Class 7 contains 42561 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 7861 members 
Mstep: Class 10 contains 58110 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92539 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24611 members 
Mstep: Class 15 contains 111942 members 
Mstep: Class 16 contains 32336 members 
Mstep: Class 17 contains 145511 members 
Mstep: Class 18 contains 50895 members 
Mstep: Class 19 contains 35469 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 54444 members 
Mstep: Class 22 contains 127411 members 
Mstep: Class 23 contains 18490 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6086 members 
Mstep: Class 26 contains 34060 members 
Mstep: Class 27 contains 47328 members 
Mstep: Class 28 contains 16761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441408.000000 Penalty: 240310.328125
Iteration 161Q: 29 clusters Score -2.724414e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 23145 members 
Mstep: Class 3 contains 73281 members 
Mstep: Class 4 contains 121259 members 
Mstep: Class 5 contains 14688 members 
Mstep: Class 6 contains 14389 members 
Mstep: Class 7 contains 42562 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 7861 members 
Mstep: Class 10 contains 58013 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92543 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24610 members 
Mstep: Class 15 contains 111941 members 
Mstep: Class 16 contains 32324 members 
Mstep: Class 17 contains 145323 members 
Mstep: Class 18 contains 50884 members 
Mstep: Class 19 contains 35477 members 
Mstep: Class 20 contains 17639 members 
Mstep: Class 21 contains 54600 members 
Mstep: Class 22 contains 127399 members 
Mstep: Class 23 contains 18490 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6088 members 
Mstep: Class 26 contains 33843 members 
Mstep: Class 27 contains 47323 members 
Mstep: Class 28 contains 16830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441472.000000 Penalty: 240310.328125
Iteration 162Q: 29 clusters Score -2.724415e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 23145 members 
Mstep: Class 3 contains 73274 members 
Mstep: Class 4 contains 121256 members 
Mstep: Class 5 contains 14689 members 
Mstep: Class 6 contains 14748 members 
Mstep: Class 7 contains 42560 members 
Mstep: Class 8 contains 9947 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 57864 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92544 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24609 members 
Mstep: Class 15 contains 111940 members 
Mstep: Class 16 contains 32311 members 
Mstep: Class 17 contains 145128 members 
Mstep: Class 18 contains 50873 members 
Mstep: Class 19 contains 35467 members 
Mstep: Class 20 contains 17639 members 
Mstep: Class 21 contains 54787 members 
Mstep: Class 22 contains 127388 members 
Mstep: Class 23 contains 18490 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6090 members 
Mstep: Class 26 contains 33622 members 
Mstep: Class 27 contains 47317 members 
Mstep: Class 28 contains 16909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272442176.000000 Penalty: 240310.328125
Iteration 163Q: 29 clusters Score -2.724422e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 23138 members 
Mstep: Class 3 contains 73268 members 
Mstep: Class 4 contains 121253 members 
Mstep: Class 5 contains 14691 members 
Mstep: Class 6 contains 15122 members 
Mstep: Class 7 contains 42562 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 57689 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92545 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24599 members 
Mstep: Class 15 contains 111941 members 
Mstep: Class 16 contains 32303 members 
Mstep: Class 17 contains 144903 members 
Mstep: Class 18 contains 50860 members 
Mstep: Class 19 contains 35452 members 
Mstep: Class 20 contains 17630 members 
Mstep: Class 21 contains 55016 members 
Mstep: Class 22 contains 127376 members 
Mstep: Class 23 contains 18489 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6091 members 
Mstep: Class 26 contains 33408 members 
Mstep: Class 27 contains 47312 members 
Mstep: Class 28 contains 16995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272442752.000000 Penalty: 240310.328125
Iteration 164Q: 29 clusters Score -2.724428e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 23135 members 
Mstep: Class 3 contains 73256 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14692 members 
Mstep: Class 6 contains 15426 members 
Mstep: Class 7 contains 42565 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 57513 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92551 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24586 members 
Mstep: Class 15 contains 111943 members 
Mstep: Class 16 contains 32287 members 
Mstep: Class 17 contains 144707 members 
Mstep: Class 18 contains 50851 members 
Mstep: Class 19 contains 35446 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 55248 members 
Mstep: Class 22 contains 127357 members 
Mstep: Class 23 contains 18487 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6092 members 
Mstep: Class 26 contains 33245 members 
Mstep: Class 27 contains 47308 members 
Mstep: Class 28 contains 17050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443200.000000 Penalty: 240310.328125
Iteration 165Q: 29 clusters Score -2.724432e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 23131 members 
Mstep: Class 3 contains 73248 members 
Mstep: Class 4 contains 121259 members 
Mstep: Class 5 contains 14694 members 
Mstep: Class 6 contains 15644 members 
Mstep: Class 7 contains 42562 members 
Mstep: Class 8 contains 9953 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 57341 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92558 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24582 members 
Mstep: Class 15 contains 111943 members 
Mstep: Class 16 contains 32258 members 
Mstep: Class 17 contains 144594 members 
Mstep: Class 18 contains 50831 members 
Mstep: Class 19 contains 35438 members 
Mstep: Class 20 contains 17612 members 
Mstep: Class 21 contains 55457 members 
Mstep: Class 22 contains 127335 members 
Mstep: Class 23 contains 18487 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6092 members 
Mstep: Class 26 contains 33133 members 
Mstep: Class 27 contains 47303 members 
Mstep: Class 28 contains 17123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443424.000000 Penalty: 240310.328125
Iteration 166Q: 29 clusters Score -2.724434e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 23112 members 
Mstep: Class 3 contains 73237 members 
Mstep: Class 4 contains 121258 members 
Mstep: Class 5 contains 14694 members 
Mstep: Class 6 contains 15851 members 
Mstep: Class 7 contains 42556 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 57209 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92566 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24584 members 
Mstep: Class 15 contains 111945 members 
Mstep: Class 16 contains 32239 members 
Mstep: Class 17 contains 144507 members 
Mstep: Class 18 contains 50809 members 
Mstep: Class 19 contains 35429 members 
Mstep: Class 20 contains 17600 members 
Mstep: Class 21 contains 55633 members 
Mstep: Class 22 contains 127308 members 
Mstep: Class 23 contains 18486 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6092 members 
Mstep: Class 26 contains 33027 members 
Mstep: Class 27 contains 47295 members 
Mstep: Class 28 contains 17182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443424.000000 Penalty: 240310.328125
Iteration 167Q: 29 clusters Score -2.724434e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 23093 members 
Mstep: Class 3 contains 73227 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14695 members 
Mstep: Class 6 contains 16036 members 
Mstep: Class 7 contains 42560 members 
Mstep: Class 8 contains 9944 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 57085 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92571 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24579 members 
Mstep: Class 15 contains 111954 members 
Mstep: Class 16 contains 32225 members 
Mstep: Class 17 contains 144432 members 
Mstep: Class 18 contains 50801 members 
Mstep: Class 19 contains 35415 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 55782 members 
Mstep: Class 22 contains 127275 members 
Mstep: Class 23 contains 18486 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6095 members 
Mstep: Class 26 contains 32938 members 
Mstep: Class 27 contains 47286 members 
Mstep: Class 28 contains 17235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443584.000000 Penalty: 240310.328125
Iteration 168Q: 29 clusters Score -2.724436e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 23088 members 
Mstep: Class 3 contains 73214 members 
Mstep: Class 4 contains 121274 members 
Mstep: Class 5 contains 14697 members 
Mstep: Class 6 contains 16178 members 
Mstep: Class 7 contains 42557 members 
Mstep: Class 8 contains 9944 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 56974 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92572 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24576 members 
Mstep: Class 15 contains 111956 members 
Mstep: Class 16 contains 32223 members 
Mstep: Class 17 contains 144373 members 
Mstep: Class 18 contains 50793 members 
Mstep: Class 19 contains 35403 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 21 contains 55893 members 
Mstep: Class 22 contains 127258 members 
Mstep: Class 23 contains 18486 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6094 members 
Mstep: Class 26 contains 32881 members 
Mstep: Class 27 contains 47281 members 
Mstep: Class 28 contains 17263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443808.000000 Penalty: 240310.328125
Iteration 169Q: 29 clusters Score -2.724438e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 23087 members 
Mstep: Class 3 contains 73210 members 
Mstep: Class 4 contains 121271 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 16303 members 
Mstep: Class 7 contains 42553 members 
Mstep: Class 8 contains 9945 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 56867 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92577 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24572 members 
Mstep: Class 15 contains 111958 members 
Mstep: Class 16 contains 32228 members 
Mstep: Class 17 contains 144292 members 
Mstep: Class 18 contains 50778 members 
Mstep: Class 19 contains 35404 members 
Mstep: Class 20 contains 17578 members 
Mstep: Class 21 contains 56007 members 
Mstep: Class 22 contains 127239 members 
Mstep: Class 23 contains 18482 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6097 members 
Mstep: Class 26 contains 32855 members 
Mstep: Class 27 contains 47277 members 
Mstep: Class 28 contains 17284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443968.000000 Penalty: 240310.328125
Iteration 170Q: 29 clusters Score -2.72444e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 23089 members 
Mstep: Class 3 contains 73204 members 
Mstep: Class 4 contains 121272 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 16416 members 
Mstep: Class 7 contains 42548 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 56797 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92580 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24565 members 
Mstep: Class 15 contains 111958 members 
Mstep: Class 16 contains 32231 members 
Mstep: Class 17 contains 144220 members 
Mstep: Class 18 contains 50774 members 
Mstep: Class 19 contains 35408 members 
Mstep: Class 20 contains 17569 members 
Mstep: Class 21 contains 56117 members 
Mstep: Class 22 contains 127203 members 
Mstep: Class 23 contains 18481 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6098 members 
Mstep: Class 26 contains 32810 members 
Mstep: Class 27 contains 47275 members 
Mstep: Class 28 contains 17303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443904.000000 Penalty: 240310.328125
Iteration 171Q: 29 clusters Score -2.724439e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 23081 members 
Mstep: Class 3 contains 73200 members 
Mstep: Class 4 contains 121272 members 
Mstep: Class 5 contains 14697 members 
Mstep: Class 6 contains 16504 members 
Mstep: Class 7 contains 42542 members 
Mstep: Class 8 contains 9944 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 56731 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92583 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24562 members 
Mstep: Class 15 contains 111961 members 
Mstep: Class 16 contains 32240 members 
Mstep: Class 17 contains 144178 members 
Mstep: Class 18 contains 50775 members 
Mstep: Class 19 contains 35401 members 
Mstep: Class 20 contains 17560 members 
Mstep: Class 21 contains 56219 members 
Mstep: Class 22 contains 127173 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6098 members 
Mstep: Class 26 contains 32771 members 
Mstep: Class 27 contains 47273 members 
Mstep: Class 28 contains 17316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444032.000000 Penalty: 240310.328125
Iteration 172Q: 29 clusters Score -2.72444e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 23077 members 
Mstep: Class 3 contains 73193 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14697 members 
Mstep: Class 6 contains 16586 members 
Mstep: Class 7 contains 42542 members 
Mstep: Class 8 contains 9934 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 56661 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92589 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24557 members 
Mstep: Class 15 contains 111969 members 
Mstep: Class 16 contains 32245 members 
Mstep: Class 17 contains 144133 members 
Mstep: Class 18 contains 50788 members 
Mstep: Class 19 contains 35389 members 
Mstep: Class 20 contains 17550 members 
Mstep: Class 21 contains 56299 members 
Mstep: Class 22 contains 127143 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6100 members 
Mstep: Class 26 contains 32754 members 
Mstep: Class 27 contains 47271 members 
Mstep: Class 28 contains 17338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444064.000000 Penalty: 240310.328125
Iteration 173Q: 29 clusters Score -2.724441e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 23074 members 
Mstep: Class 3 contains 73188 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 16641 members 
Mstep: Class 7 contains 42540 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 56596 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92589 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24552 members 
Mstep: Class 15 contains 111971 members 
Mstep: Class 16 contains 32246 members 
Mstep: Class 17 contains 144102 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35379 members 
Mstep: Class 20 contains 17542 members 
Mstep: Class 21 contains 56377 members 
Mstep: Class 22 contains 127117 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6101 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 47274 members 
Mstep: Class 28 contains 17362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444096.000000 Penalty: 240310.328125
Iteration 174Q: 29 clusters Score -2.724441e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 23072 members 
Mstep: Class 3 contains 73174 members 
Mstep: Class 4 contains 121265 members 
Mstep: Class 5 contains 14699 members 
Mstep: Class 6 contains 16696 members 
Mstep: Class 7 contains 42543 members 
Mstep: Class 8 contains 9930 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 56534 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92595 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24550 members 
Mstep: Class 15 contains 111969 members 
Mstep: Class 16 contains 32246 members 
Mstep: Class 17 contains 144089 members 
Mstep: Class 18 contains 50788 members 
Mstep: Class 19 contains 35372 members 
Mstep: Class 20 contains 17540 members 
Mstep: Class 21 contains 56449 members 
Mstep: Class 22 contains 127092 members 
Mstep: Class 23 contains 18481 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6101 members 
Mstep: Class 26 contains 32728 members 
Mstep: Class 27 contains 47275 members 
Mstep: Class 28 contains 17372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444384.000000 Penalty: 240310.328125
Iteration 175Q: 29 clusters Score -2.724444e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 23070 members 
Mstep: Class 3 contains 73161 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14699 members 
Mstep: Class 6 contains 16748 members 
Mstep: Class 7 contains 42538 members 
Mstep: Class 8 contains 9928 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 56488 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92598 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24551 members 
Mstep: Class 15 contains 111965 members 
Mstep: Class 16 contains 32247 members 
Mstep: Class 17 contains 144068 members 
Mstep: Class 18 contains 50792 members 
Mstep: Class 19 contains 35366 members 
Mstep: Class 20 contains 17536 members 
Mstep: Class 21 contains 56502 members 
Mstep: Class 22 contains 127074 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 32703 members 
Mstep: Class 27 contains 47279 members 
Mstep: Class 28 contains 17392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444416.000000 Penalty: 240310.328125
Iteration 176Q: 29 clusters Score -2.724444e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 23067 members 
Mstep: Class 3 contains 73155 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 16788 members 
Mstep: Class 7 contains 42540 members 
Mstep: Class 8 contains 9925 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 56447 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92604 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24549 members 
Mstep: Class 15 contains 111970 members 
Mstep: Class 16 contains 32239 members 
Mstep: Class 17 contains 144066 members 
Mstep: Class 18 contains 50792 members 
Mstep: Class 19 contains 35363 members 
Mstep: Class 20 contains 17534 members 
Mstep: Class 21 contains 56559 members 
Mstep: Class 22 contains 127044 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 32685 members 
Mstep: Class 27 contains 47280 members 
Mstep: Class 28 contains 17404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444352.000000 Penalty: 240310.328125
Iteration 177Q: 29 clusters Score -2.724444e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 23066 members 
Mstep: Class 3 contains 73148 members 
Mstep: Class 4 contains 121258 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 16834 members 
Mstep: Class 7 contains 42537 members 
Mstep: Class 8 contains 9925 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92609 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24547 members 
Mstep: Class 15 contains 111967 members 
Mstep: Class 16 contains 32239 members 
Mstep: Class 17 contains 144042 members 
Mstep: Class 18 contains 50795 members 
Mstep: Class 19 contains 35363 members 
Mstep: Class 20 contains 17532 members 
Mstep: Class 21 contains 56623 members 
Mstep: Class 22 contains 127037 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6101 members 
Mstep: Class 26 contains 32671 members 
Mstep: Class 27 contains 47279 members 
Mstep: Class 28 contains 17415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444224.000000 Penalty: 240310.328125
Iteration 178Q: 29 clusters Score -2.724442e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 23063 members 
Mstep: Class 3 contains 73145 members 
Mstep: Class 4 contains 121257 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 16872 members 
Mstep: Class 7 contains 42536 members 
Mstep: Class 8 contains 9926 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 56352 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92612 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24546 members 
Mstep: Class 15 contains 111968 members 
Mstep: Class 16 contains 32237 members 
Mstep: Class 17 contains 144014 members 
Mstep: Class 18 contains 50787 members 
Mstep: Class 19 contains 35363 members 
Mstep: Class 20 contains 17530 members 
Mstep: Class 21 contains 56680 members 
Mstep: Class 22 contains 127025 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6100 members 
Mstep: Class 26 contains 32667 members 
Mstep: Class 27 contains 47276 members 
Mstep: Class 28 contains 17420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444160.000000 Penalty: 240310.328125
Iteration 179Q: 29 clusters Score -2.724442e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 23068 members 
Mstep: Class 3 contains 73143 members 
Mstep: Class 4 contains 121256 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 16910 members 
Mstep: Class 7 contains 42535 members 
Mstep: Class 8 contains 9927 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 56305 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92613 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24547 members 
Mstep: Class 15 contains 111969 members 
Mstep: Class 16 contains 32235 members 
Mstep: Class 17 contains 143995 members 
Mstep: Class 18 contains 50781 members 
Mstep: Class 19 contains 35359 members 
Mstep: Class 20 contains 17529 members 
Mstep: Class 21 contains 56734 members 
Mstep: Class 22 contains 127011 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 914 members 
Mstep: Class 25 contains 6100 members 
Mstep: Class 26 contains 32658 members 
Mstep: Class 27 contains 47272 members 
Mstep: Class 28 contains 17426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444256.000000 Penalty: 240310.328125
Iteration 180F: 29 clusters Score -2.724443e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 23067 members 
Mstep: Class 3 contains 73137 members 
Mstep: Class 4 contains 121257 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 16989 members 
Mstep: Class 7 contains 42538 members 
Mstep: Class 8 contains 9925 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 56263 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92617 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24545 members 
Mstep: Class 15 contains 111973 members 
Mstep: Class 16 contains 32240 members 
Mstep: Class 17 contains 143969 members 
Mstep: Class 18 contains 50783 members 
Mstep: Class 19 contains 35362 members 
Mstep: Class 20 contains 17529 members 
Mstep: Class 21 contains 56786 members 
Mstep: Class 22 contains 126995 members 
Mstep: Class 23 contains 18477 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6100 members 
Mstep: Class 26 contains 32603 members 
Mstep: Class 27 contains 47269 members 
Mstep: Class 28 contains 17432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444384.000000 Penalty: 240310.328125
Iteration 181Q: 29 clusters Score -2.724444e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 23066 members 
Mstep: Class 3 contains 73134 members 
Mstep: Class 4 contains 121261 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17062 members 
Mstep: Class 7 contains 42537 members 
Mstep: Class 8 contains 9927 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 56221 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92620 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24543 members 
Mstep: Class 15 contains 111976 members 
Mstep: Class 16 contains 32234 members 
Mstep: Class 17 contains 143938 members 
Mstep: Class 18 contains 50782 members 
Mstep: Class 19 contains 35358 members 
Mstep: Class 20 contains 17529 members 
Mstep: Class 21 contains 56838 members 
Mstep: Class 22 contains 126979 members 
Mstep: Class 23 contains 18475 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6100 members 
Mstep: Class 26 contains 32566 members 
Mstep: Class 27 contains 47268 members 
Mstep: Class 28 contains 17436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444096.000000 Penalty: 240310.328125
Iteration 182Q: 29 clusters Score -2.724441e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 23068 members 
Mstep: Class 3 contains 73129 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17112 members 
Mstep: Class 7 contains 42539 members 
Mstep: Class 8 contains 9926 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 56188 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92623 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24546 members 
Mstep: Class 15 contains 111980 members 
Mstep: Class 16 contains 32229 members 
Mstep: Class 17 contains 143924 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 19 contains 35356 members 
Mstep: Class 20 contains 17530 members 
Mstep: Class 21 contains 56867 members 
Mstep: Class 22 contains 126967 members 
Mstep: Class 23 contains 18474 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6101 members 
Mstep: Class 26 contains 32545 members 
Mstep: Class 27 contains 47268 members 
Mstep: Class 28 contains 17435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444160.000000 Penalty: 240310.328125
Iteration 183Q: 29 clusters Score -2.724442e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 23068 members 
Mstep: Class 3 contains 73126 members 
Mstep: Class 4 contains 121258 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17139 members 
Mstep: Class 7 contains 42540 members 
Mstep: Class 8 contains 9931 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 56155 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92626 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24546 members 
Mstep: Class 15 contains 111981 members 
Mstep: Class 16 contains 32224 members 
Mstep: Class 17 contains 143921 members 
Mstep: Class 18 contains 50779 members 
Mstep: Class 19 contains 35352 members 
Mstep: Class 20 contains 17527 members 
Mstep: Class 21 contains 56911 members 
Mstep: Class 22 contains 126962 members 
Mstep: Class 23 contains 18472 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6101 members 
Mstep: Class 26 contains 32526 members 
Mstep: Class 27 contains 47267 members 
Mstep: Class 28 contains 17439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444448.000000 Penalty: 240310.328125
Iteration 184Q: 29 clusters Score -2.724444e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 23071 members 
Mstep: Class 3 contains 73120 members 
Mstep: Class 4 contains 121256 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17176 members 
Mstep: Class 7 contains 42544 members 
Mstep: Class 8 contains 9930 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 56124 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92632 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24545 members 
Mstep: Class 15 contains 111981 members 
Mstep: Class 16 contains 32217 members 
Mstep: Class 17 contains 143916 members 
Mstep: Class 18 contains 50775 members 
Mstep: Class 19 contains 35345 members 
Mstep: Class 20 contains 17524 members 
Mstep: Class 21 contains 56948 members 
Mstep: Class 22 contains 126958 members 
Mstep: Class 23 contains 18470 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6103 members 
Mstep: Class 26 contains 32504 members 
Mstep: Class 27 contains 47267 members 
Mstep: Class 28 contains 17445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444608.000000 Penalty: 240310.328125
Iteration 185Q: 29 clusters Score -2.724446e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 23069 members 
Mstep: Class 3 contains 73116 members 
Mstep: Class 4 contains 121259 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17221 members 
Mstep: Class 7 contains 42546 members 
Mstep: Class 8 contains 9928 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 56090 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92638 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24542 members 
Mstep: Class 15 contains 111980 members 
Mstep: Class 16 contains 32207 members 
Mstep: Class 17 contains 143892 members 
Mstep: Class 18 contains 50768 members 
Mstep: Class 19 contains 35344 members 
Mstep: Class 20 contains 17522 members 
Mstep: Class 21 contains 56997 members 
Mstep: Class 22 contains 126955 members 
Mstep: Class 23 contains 18469 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6104 members 
Mstep: Class 26 contains 32490 members 
Mstep: Class 27 contains 47266 members 
Mstep: Class 28 contains 17447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444224.000000 Penalty: 240310.328125
Iteration 186Q: 29 clusters Score -2.724442e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 23065 members 
Mstep: Class 3 contains 73107 members 
Mstep: Class 4 contains 121254 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17255 members 
Mstep: Class 7 contains 42547 members 
Mstep: Class 8 contains 9930 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 56041 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92642 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24542 members 
Mstep: Class 15 contains 111981 members 
Mstep: Class 16 contains 32203 members 
Mstep: Class 17 contains 143882 members 
Mstep: Class 18 contains 50773 members 
Mstep: Class 19 contains 35348 members 
Mstep: Class 20 contains 17522 members 
Mstep: Class 21 contains 57039 members 
Mstep: Class 22 contains 126953 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6106 members 
Mstep: Class 26 contains 32482 members 
Mstep: Class 27 contains 47267 members 
Mstep: Class 28 contains 17445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444096.000000 Penalty: 240310.328125
Iteration 187Q: 29 clusters Score -2.724441e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 23064 members 
Mstep: Class 3 contains 73101 members 
Mstep: Class 4 contains 121250 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17266 members 
Mstep: Class 7 contains 42548 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 55998 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92647 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24539 members 
Mstep: Class 15 contains 111983 members 
Mstep: Class 16 contains 32193 members 
Mstep: Class 17 contains 143885 members 
Mstep: Class 18 contains 50781 members 
Mstep: Class 19 contains 35343 members 
Mstep: Class 20 contains 17519 members 
Mstep: Class 21 contains 57090 members 
Mstep: Class 22 contains 126947 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6106 members 
Mstep: Class 26 contains 32485 members 
Mstep: Class 27 contains 47269 members 
Mstep: Class 28 contains 17442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444064.000000 Penalty: 240310.328125
Iteration 188Q: 29 clusters Score -2.724441e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 23066 members 
Mstep: Class 3 contains 73094 members 
Mstep: Class 4 contains 121250 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17283 members 
Mstep: Class 7 contains 42550 members 
Mstep: Class 8 contains 9930 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 55953 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92649 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24542 members 
Mstep: Class 15 contains 111985 members 
Mstep: Class 16 contains 32194 members 
Mstep: Class 17 contains 143877 members 
Mstep: Class 18 contains 50781 members 
Mstep: Class 19 contains 35340 members 
Mstep: Class 20 contains 17517 members 
Mstep: Class 21 contains 57142 members 
Mstep: Class 22 contains 126938 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6106 members 
Mstep: Class 26 contains 32483 members 
Mstep: Class 27 contains 47266 members 
Mstep: Class 28 contains 17443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444256.000000 Penalty: 240310.328125
Iteration 189Q: 29 clusters Score -2.724443e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 23067 members 
Mstep: Class 3 contains 73087 members 
Mstep: Class 4 contains 121253 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17309 members 
Mstep: Class 7 contains 42551 members 
Mstep: Class 8 contains 9931 members 
Mstep: Class 9 contains 7866 members 
Mstep: Class 10 contains 55912 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92653 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24540 members 
Mstep: Class 15 contains 111985 members 
Mstep: Class 16 contains 32191 members 
Mstep: Class 17 contains 143862 members 
Mstep: Class 18 contains 50781 members 
Mstep: Class 19 contains 35337 members 
Mstep: Class 20 contains 17516 members 
Mstep: Class 21 contains 57191 members 
Mstep: Class 22 contains 126931 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6106 members 
Mstep: Class 26 contains 32475 members 
Mstep: Class 27 contains 47268 members 
Mstep: Class 28 contains 17445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444384.000000 Penalty: 240310.328125
Iteration 190Q: 29 clusters Score -2.724444e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 23064 members 
Mstep: Class 3 contains 73081 members 
Mstep: Class 4 contains 121252 members 
Mstep: Class 5 contains 14697 members 
Mstep: Class 6 contains 17332 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9927 members 
Mstep: Class 9 contains 7866 members 
Mstep: Class 10 contains 55880 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92658 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24538 members 
Mstep: Class 15 contains 111987 members 
Mstep: Class 16 contains 32182 members 
Mstep: Class 17 contains 143855 members 
Mstep: Class 18 contains 50785 members 
Mstep: Class 19 contains 35334 members 
Mstep: Class 20 contains 17516 members 
Mstep: Class 21 contains 57240 members 
Mstep: Class 22 contains 126923 members 
Mstep: Class 23 contains 18469 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 32468 members 
Mstep: Class 27 contains 47268 members 
Mstep: Class 28 contains 17444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444512.000000 Penalty: 240310.328125
Iteration 191Q: 29 clusters Score -2.724445e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 23059 members 
Mstep: Class 3 contains 73081 members 
Mstep: Class 4 contains 121255 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17349 members 
Mstep: Class 7 contains 42550 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 10 contains 55856 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92658 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24536 members 
Mstep: Class 15 contains 111988 members 
Mstep: Class 16 contains 32178 members 
Mstep: Class 17 contains 143847 members 
Mstep: Class 18 contains 50787 members 
Mstep: Class 19 contains 35331 members 
Mstep: Class 20 contains 17514 members 
Mstep: Class 21 contains 57282 members 
Mstep: Class 22 contains 126914 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 32467 members 
Mstep: Class 27 contains 47269 members 
Mstep: Class 28 contains 17443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444224.000000 Penalty: 240310.328125
Iteration 192Q: 29 clusters Score -2.724442e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 23058 members 
Mstep: Class 3 contains 73082 members 
Mstep: Class 4 contains 121257 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17372 members 
Mstep: Class 7 contains 42549 members 
Mstep: Class 8 contains 9919 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 10 contains 55824 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92659 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24534 members 
Mstep: Class 15 contains 111996 members 
Mstep: Class 16 contains 32175 members 
Mstep: Class 17 contains 143836 members 
Mstep: Class 18 contains 50787 members 
Mstep: Class 19 contains 35327 members 
Mstep: Class 20 contains 17512 members 
Mstep: Class 21 contains 57329 members 
Mstep: Class 22 contains 126903 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 32460 members 
Mstep: Class 27 contains 47267 members 
Mstep: Class 28 contains 17447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444320.000000 Penalty: 240310.328125
Iteration 193Q: 29 clusters Score -2.724443e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 23059 members 
Mstep: Class 3 contains 73083 members 
Mstep: Class 4 contains 121257 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17396 members 
Mstep: Class 7 contains 42547 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 10 contains 55796 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92659 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24534 members 
Mstep: Class 15 contains 111997 members 
Mstep: Class 16 contains 32172 members 
Mstep: Class 17 contains 143823 members 
Mstep: Class 18 contains 50787 members 
Mstep: Class 19 contains 35321 members 
Mstep: Class 20 contains 17512 members 
Mstep: Class 21 contains 57363 members 
Mstep: Class 22 contains 126899 members 
Mstep: Class 23 contains 18470 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 32452 members 
Mstep: Class 27 contains 47266 members 
Mstep: Class 28 contains 17454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444256.000000 Penalty: 240310.328125
Iteration 194Q: 29 clusters Score -2.724443e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 23060 members 
Mstep: Class 3 contains 73080 members 
Mstep: Class 4 contains 121258 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17426 members 
Mstep: Class 7 contains 42549 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 10 contains 55767 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92658 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24533 members 
Mstep: Class 15 contains 111996 members 
Mstep: Class 16 contains 32171 members 
Mstep: Class 17 contains 143799 members 
Mstep: Class 18 contains 50786 members 
Mstep: Class 19 contains 35323 members 
Mstep: Class 20 contains 17512 members 
Mstep: Class 21 contains 57398 members 
Mstep: Class 22 contains 126896 members 
Mstep: Class 23 contains 18469 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 32444 members 
Mstep: Class 27 contains 47265 members 
Mstep: Class 28 contains 17460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444032.000000 Penalty: 240310.328125
Iteration 195Q: 29 clusters Score -2.72444e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 23059 members 
Mstep: Class 3 contains 73078 members 
Mstep: Class 4 contains 121258 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17447 members 
Mstep: Class 7 contains 42551 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55744 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92660 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24534 members 
Mstep: Class 15 contains 111995 members 
Mstep: Class 16 contains 32170 members 
Mstep: Class 17 contains 143781 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 19 contains 35325 members 
Mstep: Class 20 contains 17511 members 
Mstep: Class 21 contains 57422 members 
Mstep: Class 22 contains 126893 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 32441 members 
Mstep: Class 27 contains 47265 members 
Mstep: Class 28 contains 17465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444096.000000 Penalty: 240310.328125
Iteration 196Q: 29 clusters Score -2.724441e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 23060 members 
Mstep: Class 3 contains 73077 members 
Mstep: Class 4 contains 121261 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17472 members 
Mstep: Class 7 contains 42553 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55708 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92663 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24533 members 
Mstep: Class 15 contains 111995 members 
Mstep: Class 16 contains 32168 members 
Mstep: Class 17 contains 143766 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 19 contains 35326 members 
Mstep: Class 20 contains 17511 members 
Mstep: Class 21 contains 57446 members 
Mstep: Class 22 contains 126888 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 32437 members 
Mstep: Class 27 contains 47263 members 
Mstep: Class 28 contains 17474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444128.000000 Penalty: 240310.328125
Iteration 197Q: 29 clusters Score -2.724441e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 23062 members 
Mstep: Class 3 contains 73077 members 
Mstep: Class 4 contains 121261 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17479 members 
Mstep: Class 7 contains 42551 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55680 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92665 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24533 members 
Mstep: Class 15 contains 111997 members 
Mstep: Class 16 contains 32170 members 
Mstep: Class 17 contains 143762 members 
Mstep: Class 18 contains 50785 members 
Mstep: Class 19 contains 35322 members 
Mstep: Class 20 contains 17511 members 
Mstep: Class 21 contains 57477 members 
Mstep: Class 22 contains 126878 members 
Mstep: Class 23 contains 18469 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 32435 members 
Mstep: Class 27 contains 47259 members 
Mstep: Class 28 contains 17480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444192.000000 Penalty: 240310.328125
Iteration 198Q: 29 clusters Score -2.724442e+08 nChanged 100
Entering ConstructFrom: 
Score: -272444192.000000 Penalty: 240310.328125
Entering ConstructFrom: 
Trying to split cluster 1 (33621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Entering Unmasked Estep 
Score: -7657208.000000 Penalty: 6384.029785
	Iteration 0F: 2 clusters Score -7657208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -7632015.500000 Penalty: 12768.059570
	Iteration 0F: 3 clusters Score -7632016 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -7639599.000000 Penalty: 12768.059570
	Iteration 1F: 3 clusters Score -7639599 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -7640324.000000 Penalty: 12768.059570
	Iteration 2F: 3 clusters Score -7640324 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -7640850.500000 Penalty: 12768.059570
	Iteration 3Q: 3 clusters Score -7640850 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -7641259.500000 Penalty: 12768.059570
	Iteration 4Q: 3 clusters Score -7641260 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -7641561.000000 Penalty: 12768.059570
	Iteration 5Q: 3 clusters Score -7641561 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -7641760.000000 Penalty: 12768.059570
	Iteration 6Q: 3 clusters Score -7641760 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -7642009.000000 Penalty: 12768.059570
	Iteration 7Q: 3 clusters Score -7642009 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -7642215.500000 Penalty: 12768.059570
	Iteration 8Q: 3 clusters Score -7642216 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -7642371.000000 Penalty: 12768.059570
	Iteration 9Q: 3 clusters Score -7642371 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -7642463.500000 Penalty: 12768.059570
	Iteration 10Q: 3 clusters Score -7642464 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -7642590.500000 Penalty: 12768.059570
	Iteration 11Q: 3 clusters Score -7642590 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -7642698.500000 Penalty: 12768.059570
	Iteration 12Q: 3 clusters Score -7642698 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -7642824.500000 Penalty: 12768.059570
	Iteration 13Q: 3 clusters Score -7642824 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -7642947.000000 Penalty: 12768.059570
	Iteration 14Q: 3 clusters Score -7642947 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -7643054.500000 Penalty: 12768.059570
	Iteration 15Q: 3 clusters Score -7643054 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -7643124.000000 Penalty: 12768.059570
	Iteration 16Q: 3 clusters Score -7643124 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -7643236.500000 Penalty: 12768.059570
	Iteration 17Q: 3 clusters Score -7643236 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -7643360.500000 Penalty: 12768.059570
	Iteration 18Q: 3 clusters Score -7643360 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -7643489.500000 Penalty: 12768.059570
	Iteration 19Q: 3 clusters Score -7643490 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -7643620.000000 Penalty: 12768.059570
	Iteration 20F: 3 clusters Score -7643620 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -7643694.000000 Penalty: 12768.059570
	Iteration 21Q: 3 clusters Score -7643694 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -7643830.000000 Penalty: 12768.059570
	Iteration 22Q: 3 clusters Score -7643830 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -7644014.500000 Penalty: 12768.059570
	Iteration 23Q: 3 clusters Score -7644014 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -7644145.000000 Penalty: 12768.059570
	Iteration 24Q: 3 clusters Score -7644145 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -7644422.500000 Penalty: 12768.059570
	Iteration 25Q: 3 clusters Score -7644422 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -7644716.500000 Penalty: 12768.059570
	Iteration 26Q: 3 clusters Score -7644716 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -7645115.000000 Penalty: 12768.059570
	Iteration 27Q: 3 clusters Score -7645115 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -7645580.500000 Penalty: 12768.059570
	Iteration 28Q: 3 clusters Score -7645580 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -7646092.500000 Penalty: 12768.059570
	Iteration 29Q: 3 clusters Score -7646092 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -7646665.000000 Penalty: 12768.059570
	Iteration 30Q: 3 clusters Score -7646665 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -7647235.500000 Penalty: 12768.059570
	Iteration 31Q: 3 clusters Score -7647236 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -7647803.000000 Penalty: 12768.059570
	Iteration 32Q: 3 clusters Score -7647803 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -7648349.000000 Penalty: 12768.059570
	Iteration 33Q: 3 clusters Score -7648349 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -7648806.500000 Penalty: 12768.059570
	Iteration 34Q: 3 clusters Score -7648806 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -7649246.500000 Penalty: 12768.059570
	Iteration 35Q: 3 clusters Score -7649246 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -7649588.000000 Penalty: 12768.059570
	Iteration 36Q: 3 clusters Score -7649588 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -7649853.500000 Penalty: 12768.059570
	Iteration 37Q: 3 clusters Score -7649854 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -7650069.500000 Penalty: 12768.059570
	Iteration 38Q: 3 clusters Score -7650070 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -7650300.500000 Penalty: 12768.059570
	Iteration 39Q: 3 clusters Score -7650300 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -7650449.500000 Penalty: 12768.059570
	Iteration 40F: 3 clusters Score -7650450 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -7650588.000000 Penalty: 12768.059570
	Iteration 41Q: 3 clusters Score -7650588 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -7650726.000000 Penalty: 12768.059570
	Iteration 42Q: 3 clusters Score -7650726 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -7650828.500000 Penalty: 12768.059570
	Iteration 43Q: 3 clusters Score -7650828 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -7650890.500000 Penalty: 12768.059570
	Iteration 44Q: 3 clusters Score -7650890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -7650951.500000 Penalty: 12768.059570
	Iteration 45Q: 3 clusters Score -7650952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -7650983.500000 Penalty: 12768.059570
	Iteration 46Q: 3 clusters Score -7650984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -7651032.500000 Penalty: 12768.059570
	Iteration 47Q: 3 clusters Score -7651032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -7651073.500000 Penalty: 12768.059570
	Iteration 48Q: 3 clusters Score -7651074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -7651093.000000 Penalty: 12768.059570
	Iteration 49Q: 3 clusters Score -7651093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -7651145.500000 Penalty: 12768.059570
	Iteration 50Q: 3 clusters Score -7651146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -7651180.000000 Penalty: 12768.059570
	Iteration 51Q: 3 clusters Score -7651180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -7651207.000000 Penalty: 12768.059570
	Iteration 52Q: 3 clusters Score -7651207 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -7651236.500000 Penalty: 12768.059570
	Iteration 53Q: 3 clusters Score -7651236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -7651238.500000 Penalty: 12768.059570
	Iteration 54Q: 3 clusters Score -7651238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -7651258.500000 Penalty: 12768.059570
	Iteration 55Q: 3 clusters Score -7651258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -7651285.000000 Penalty: 12768.059570
	Iteration 56Q: 3 clusters Score -7651285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -7651294.500000 Penalty: 12768.059570
	Iteration 57Q: 3 clusters Score -7651294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -7651300.000000 Penalty: 12768.059570
	Iteration 58Q: 3 clusters Score -7651300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -7651328.500000 Penalty: 12768.059570
	Iteration 59Q: 3 clusters Score -7651328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -7651319.500000 Penalty: 12768.059570
	Iteration 60F: 3 clusters Score -7651320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -7651323.500000 Penalty: 12768.059570
	Iteration 61Q: 3 clusters Score -7651324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -7651326.000000 Penalty: 12768.059570
	Iteration 62Q: 3 clusters Score -7651326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -7651327.500000 Penalty: 12768.059570
	Iteration 63Q: 3 clusters Score -7651328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -7651334.500000 Penalty: 12768.059570
	Iteration 64Q: 3 clusters Score -7651334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -7651347.500000 Penalty: 12768.059570
	Iteration 65Q: 3 clusters Score -7651348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -7651345.500000 Penalty: 12768.059570
	Iteration 66Q: 3 clusters Score -7651346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -7651350.500000 Penalty: 12768.059570
	Iteration 67Q: 3 clusters Score -7651350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -7651350.500000 Penalty: 12768.059570
	Iteration 68Q: 3 clusters Score -7651350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -7651350.500000 Penalty: 12768.059570
	Iteration 69Q: 3 clusters Score -7651350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -7651350.500000 Penalty: 12768.059570
	Iteration 70F: 3 clusters Score -7651350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Entering Unmasked Estep 
Score: -5035552.500000 Penalty: 6153.112793
	Iteration 0F: 2 clusters Score -5035552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -5017134.000000 Penalty: 12306.225586
	Iteration 0F: 3 clusters Score -5017134 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -5022528.500000 Penalty: 12306.225586
	Iteration 1F: 3 clusters Score -5022528 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -5023835.000000 Penalty: 12306.225586
	Iteration 2F: 3 clusters Score -5023835 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -5025361.500000 Penalty: 12306.225586
	Iteration 3F: 3 clusters Score -5025362 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -5027086.500000 Penalty: 12306.225586
	Iteration 4F: 3 clusters Score -5027086 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -5028729.500000 Penalty: 12306.225586
	Iteration 5F: 3 clusters Score -5028730 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -5030013.000000 Penalty: 12306.225586
	Iteration 6F: 3 clusters Score -5030013 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -5031049.000000 Penalty: 12306.225586
	Iteration 7F: 3 clusters Score -5031049 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -5031765.000000 Penalty: 12306.225586
	Iteration 8Q: 3 clusters Score -5031765 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -5032359.000000 Penalty: 12306.225586
	Iteration 9Q: 3 clusters Score -5032359 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -5032874.500000 Penalty: 12306.225586
	Iteration 10Q: 3 clusters Score -5032874 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -5033388.000000 Penalty: 12306.225586
	Iteration 11Q: 3 clusters Score -5033388 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -5033906.500000 Penalty: 12306.225586
	Iteration 12Q: 3 clusters Score -5033906 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -5034347.000000 Penalty: 12306.225586
	Iteration 13Q: 3 clusters Score -5034347 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -5034688.500000 Penalty: 12306.225586
	Iteration 14Q: 3 clusters Score -5034688 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -5034903.500000 Penalty: 12306.225586
	Iteration 15Q: 3 clusters Score -5034904 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -5035041.500000 Penalty: 12306.225586
	Iteration 16Q: 3 clusters Score -5035042 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -5035132.500000 Penalty: 12306.225586
	Iteration 17Q: 3 clusters Score -5035132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -5035190.500000 Penalty: 12306.225586
	Iteration 18Q: 3 clusters Score -5035190 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -5035225.000000 Penalty: 12306.225586
	Iteration 19Q: 3 clusters Score -5035225 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -5035266.000000 Penalty: 12306.225586
	Iteration 20F: 3 clusters Score -5035266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -5035280.500000 Penalty: 12306.225586
	Iteration 21Q: 3 clusters Score -5035280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -5035279.000000 Penalty: 12306.225586
	Iteration 22Q: 3 clusters Score -5035279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -5035288.000000 Penalty: 12306.225586
	Iteration 23Q: 3 clusters Score -5035288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -5035295.500000 Penalty: 12306.225586
	Iteration 24Q: 3 clusters Score -5035296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -5035309.500000 Penalty: 12306.225586
	Iteration 25Q: 3 clusters Score -5035310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -5035315.500000 Penalty: 12306.225586
	Iteration 26Q: 3 clusters Score -5035316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -5035311.000000 Penalty: 12306.225586
	Iteration 27Q: 3 clusters Score -5035311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -5035317.500000 Penalty: 12306.225586
	Iteration 28Q: 3 clusters Score -5035318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -5035321.000000 Penalty: 12306.225586
	Iteration 29Q: 3 clusters Score -5035321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -5035321.500000 Penalty: 12306.225586
	Iteration 30Q: 3 clusters Score -5035322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -5035319.000000 Penalty: 12306.225586
	Iteration 31Q: 3 clusters Score -5035319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -5035319.000000 Penalty: 12306.225586
	Iteration 32F: 3 clusters Score -5035319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (73073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73073 members 
Entering Unmasked Estep 
Score: -16700957.000000 Penalty: 6859.518555
	Iteration 0F: 2 clusters Score -1.670096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -16650603.000000 Penalty: 13719.037109
	Iteration 0F: 3 clusters Score -1.66506e+07 nChanged 32820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -16668451.000000 Penalty: 13719.037109
	Iteration 1F: 3 clusters Score -1.666845e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -16669521.000000 Penalty: 13719.037109
	Iteration 2Q: 3 clusters Score -1.666952e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -16670506.000000 Penalty: 13719.037109
	Iteration 3Q: 3 clusters Score -1.667051e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -16671362.000000 Penalty: 13719.037109
	Iteration 4Q: 3 clusters Score -1.667136e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -16672026.000000 Penalty: 13719.037109
	Iteration 5Q: 3 clusters Score -1.667203e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -16672735.000000 Penalty: 13719.037109
	Iteration 6Q: 3 clusters Score -1.667274e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -16673410.000000 Penalty: 13719.037109
	Iteration 7Q: 3 clusters Score -1.667341e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -16674213.000000 Penalty: 13719.037109
	Iteration 8Q: 3 clusters Score -1.667421e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -16675027.000000 Penalty: 13719.037109
	Iteration 9Q: 3 clusters Score -1.667503e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -16675817.000000 Penalty: 13719.037109
	Iteration 10Q: 3 clusters Score -1.667582e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -16676549.000000 Penalty: 13719.037109
	Iteration 11Q: 3 clusters Score -1.667655e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -16677399.000000 Penalty: 13719.037109
	Iteration 12Q: 3 clusters Score -1.66774e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -16678134.000000 Penalty: 13719.037109
	Iteration 13Q: 3 clusters Score -1.667813e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -16678883.000000 Penalty: 13719.037109
	Iteration 14Q: 3 clusters Score -1.667888e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -16679585.000000 Penalty: 13719.037109
	Iteration 15Q: 3 clusters Score -1.667958e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -16680186.000000 Penalty: 13719.037109
	Iteration 16Q: 3 clusters Score -1.668019e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -16680593.000000 Penalty: 13719.037109
	Iteration 17Q: 3 clusters Score -1.668059e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -16681192.000000 Penalty: 13719.037109
	Iteration 18Q: 3 clusters Score -1.668119e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -16681665.000000 Penalty: 13719.037109
	Iteration 19Q: 3 clusters Score -1.668166e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -16682068.000000 Penalty: 13719.037109
	Iteration 20F: 3 clusters Score -1.668207e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -16682487.000000 Penalty: 13719.037109
	Iteration 21Q: 3 clusters Score -1.668249e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -16683016.000000 Penalty: 13719.037109
	Iteration 22Q: 3 clusters Score -1.668302e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -16683565.000000 Penalty: 13719.037109
	Iteration 23Q: 3 clusters Score -1.668356e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -16684157.000000 Penalty: 13719.037109
	Iteration 24Q: 3 clusters Score -1.668416e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -16684948.000000 Penalty: 13719.037109
	Iteration 25Q: 3 clusters Score -1.668495e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -16685699.000000 Penalty: 13719.037109
	Iteration 26Q: 3 clusters Score -1.66857e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -16686615.000000 Penalty: 13719.037109
	Iteration 27Q: 3 clusters Score -1.668662e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -16687591.000000 Penalty: 13719.037109
	Iteration 28Q: 3 clusters Score -1.668759e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -16688484.000000 Penalty: 13719.037109
	Iteration 29Q: 3 clusters Score -1.668848e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -16689540.000000 Penalty: 13719.037109
	Iteration 30Q: 3 clusters Score -1.668954e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -16690554.000000 Penalty: 13719.037109
	Iteration 31Q: 3 clusters Score -1.669055e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -16691369.000000 Penalty: 13719.037109
	Iteration 32Q: 3 clusters Score -1.669137e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -16692130.000000 Penalty: 13719.037109
	Iteration 33Q: 3 clusters Score -1.669213e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -16692774.000000 Penalty: 13719.037109
	Iteration 34Q: 3 clusters Score -1.669277e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -16693297.000000 Penalty: 13719.037109
	Iteration 35Q: 3 clusters Score -1.66933e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -16693622.000000 Penalty: 13719.037109
	Iteration 36Q: 3 clusters Score -1.669362e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -16694009.000000 Penalty: 13719.037109
	Iteration 37Q: 3 clusters Score -1.669401e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -16694301.000000 Penalty: 13719.037109
	Iteration 38Q: 3 clusters Score -1.66943e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -16694484.000000 Penalty: 13719.037109
	Iteration 39Q: 3 clusters Score -1.669448e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -16694656.000000 Penalty: 13719.037109
	Iteration 40F: 3 clusters Score -1.669466e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -16694791.000000 Penalty: 13719.037109
	Iteration 41Q: 3 clusters Score -1.669479e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -16694874.000000 Penalty: 13719.037109
	Iteration 42Q: 3 clusters Score -1.669487e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -16694909.000000 Penalty: 13719.037109
	Iteration 43Q: 3 clusters Score -1.669491e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -16694999.000000 Penalty: 13719.037109
	Iteration 44Q: 3 clusters Score -1.6695e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -16695075.000000 Penalty: 13719.037109
	Iteration 45Q: 3 clusters Score -1.669508e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -16695084.000000 Penalty: 13719.037109
	Iteration 46Q: 3 clusters Score -1.669508e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -16695134.000000 Penalty: 13719.037109
	Iteration 47Q: 3 clusters Score -1.669513e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -16695164.000000 Penalty: 13719.037109
	Iteration 48Q: 3 clusters Score -1.669516e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -16695194.000000 Penalty: 13719.037109
	Iteration 49Q: 3 clusters Score -1.669519e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -16695211.000000 Penalty: 13719.037109
	Iteration 50Q: 3 clusters Score -1.669521e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -16695223.000000 Penalty: 13719.037109
	Iteration 51Q: 3 clusters Score -1.669522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -16695233.000000 Penalty: 13719.037109
	Iteration 52Q: 3 clusters Score -1.669523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -16695254.000000 Penalty: 13719.037109
	Iteration 53Q: 3 clusters Score -1.669525e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -16695268.000000 Penalty: 13719.037109
	Iteration 54Q: 3 clusters Score -1.669527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -16695285.000000 Penalty: 13719.037109
	Iteration 55Q: 3 clusters Score -1.669528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -16695267.000000 Penalty: 13719.037109
	Iteration 56Q: 3 clusters Score -1.669527e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -16695286.000000 Penalty: 13719.037109
	Iteration 57Q: 3 clusters Score -1.669529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -16695276.000000 Penalty: 13719.037109
	Iteration 58Q: 3 clusters Score -1.669528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -16695296.000000 Penalty: 13719.037109
	Iteration 59Q: 3 clusters Score -1.66953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -16695313.000000 Penalty: 13719.037109
	Iteration 60F: 3 clusters Score -1.669531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -16695319.000000 Penalty: 13719.037109
	Iteration 61Q: 3 clusters Score -1.669532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -16695331.000000 Penalty: 13719.037109
	Iteration 62Q: 3 clusters Score -1.669533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -16695321.000000 Penalty: 13719.037109
	Iteration 63Q: 3 clusters Score -1.669532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -16695329.000000 Penalty: 13719.037109
	Iteration 64Q: 3 clusters Score -1.669533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -16695323.000000 Penalty: 13719.037109
	Iteration 65Q: 3 clusters Score -1.669532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -16695338.000000 Penalty: 13719.037109
	Iteration 66Q: 3 clusters Score -1.669534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -16695345.000000 Penalty: 13719.037109
	Iteration 67Q: 3 clusters Score -1.669534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -16695359.000000 Penalty: 13719.037109
	Iteration 68Q: 3 clusters Score -1.669536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -16695371.000000 Penalty: 13719.037109
	Iteration 69Q: 3 clusters Score -1.669537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -16695387.000000 Penalty: 13719.037109
	Iteration 70Q: 3 clusters Score -1.669539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -16695365.000000 Penalty: 13719.037109
	Iteration 71Q: 3 clusters Score -1.669536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -16695362.000000 Penalty: 13719.037109
	Iteration 72Q: 3 clusters Score -1.669536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -16695374.000000 Penalty: 13719.037109
	Iteration 73Q: 3 clusters Score -1.669537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -16695371.000000 Penalty: 13719.037109
	Iteration 74Q: 3 clusters Score -1.669537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -16695385.000000 Penalty: 13719.037109
	Iteration 75Q: 3 clusters Score -1.669538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70641 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -16695402.000000 Penalty: 13719.037109
	Iteration 76Q: 3 clusters Score -1.66954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -16695404.000000 Penalty: 13719.037109
	Iteration 77Q: 3 clusters Score -1.66954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -16695403.000000 Penalty: 13719.037109
	Iteration 78Q: 3 clusters Score -1.66954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -16695414.000000 Penalty: 13719.037109
	Iteration 79Q: 3 clusters Score -1.669541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -16695433.000000 Penalty: 13719.037109
	Iteration 80F: 3 clusters Score -1.669543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -16695431.000000 Penalty: 13719.037109
	Iteration 81Q: 3 clusters Score -1.669543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -16695426.000000 Penalty: 13719.037109
	Iteration 82Q: 3 clusters Score -1.669543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -16695421.000000 Penalty: 13719.037109
	Iteration 83Q: 3 clusters Score -1.669542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70681 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -16695422.000000 Penalty: 13719.037109
	Iteration 84Q: 3 clusters Score -1.669542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -16695438.000000 Penalty: 13719.037109
	Iteration 85Q: 3 clusters Score -1.669544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -16695421.000000 Penalty: 13719.037109
	Iteration 86Q: 3 clusters Score -1.669542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -16695424.000000 Penalty: 13719.037109
	Iteration 87Q: 3 clusters Score -1.669542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70688 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -16695426.000000 Penalty: 13719.037109
	Iteration 88Q: 3 clusters Score -1.669543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -16695433.000000 Penalty: 13719.037109
	Iteration 89Q: 3 clusters Score -1.669543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -16695438.000000 Penalty: 13719.037109
	Iteration 90Q: 3 clusters Score -1.669544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -16695434.000000 Penalty: 13719.037109
	Iteration 91Q: 3 clusters Score -1.669543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -16695444.000000 Penalty: 13719.037109
	Iteration 92Q: 3 clusters Score -1.669544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -16695443.000000 Penalty: 13719.037109
	Iteration 93Q: 3 clusters Score -1.669544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -16695443.000000 Penalty: 13719.037109
	Iteration 94F: 3 clusters Score -1.669544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (121264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121264 members 
Entering Unmasked Estep 
Score: -27530424.000000 Penalty: 7169.756836
	Iteration 0F: 2 clusters Score -2.753042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -27449764.000000 Penalty: 14339.513672
	Iteration 0F: 3 clusters Score -2.744976e+07 nChanged 55945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -27480736.000000 Penalty: 14339.513672
	Iteration 1F: 3 clusters Score -2.748074e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -27482280.000000 Penalty: 14339.513672
	Iteration 2Q: 3 clusters Score -2.748228e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -27483878.000000 Penalty: 14339.513672
	Iteration 3Q: 3 clusters Score -2.748388e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -27486502.000000 Penalty: 14339.513672
	Iteration 4Q: 3 clusters Score -2.74865e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -27489910.000000 Penalty: 14339.513672
	Iteration 5F: 3 clusters Score -2.748991e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -27494154.000000 Penalty: 14339.513672
	Iteration 6F: 3 clusters Score -2.749415e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -27498962.000000 Penalty: 14339.513672
	Iteration 7F: 3 clusters Score -2.749896e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 89274 members 
Entering Unmasked Estep 
Score: -27503394.000000 Penalty: 14339.513672
	Iteration 8F: 3 clusters Score -2.750339e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -27507578.000000 Penalty: 14339.513672
	Iteration 9F: 3 clusters Score -2.750758e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -27511350.000000 Penalty: 14339.513672
	Iteration 10Q: 3 clusters Score -2.751135e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -27514902.000000 Penalty: 14339.513672
	Iteration 11Q: 3 clusters Score -2.75149e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 110143 members 
Entering Unmasked Estep 
Score: -27518142.000000 Penalty: 14339.513672
	Iteration 12Q: 3 clusters Score -2.751814e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 113582 members 
Entering Unmasked Estep 
Score: -27520806.000000 Penalty: 14339.513672
	Iteration 13Q: 3 clusters Score -2.752081e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 115964 members 
Entering Unmasked Estep 
Score: -27522286.000000 Penalty: 14339.513672
	Iteration 14Q: 3 clusters Score -2.752229e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 117490 members 
Entering Unmasked Estep 
Score: -27523466.000000 Penalty: 14339.513672
	Iteration 15Q: 3 clusters Score -2.752347e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 118383 members 
Entering Unmasked Estep 
Score: -27523978.000000 Penalty: 14339.513672
	Iteration 16Q: 3 clusters Score -2.752398e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -27524352.000000 Penalty: 14339.513672
	Iteration 17Q: 3 clusters Score -2.752435e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 119158 members 
Entering Unmasked Estep 
Score: -27524516.000000 Penalty: 14339.513672
	Iteration 18Q: 3 clusters Score -2.752452e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 119316 members 
Entering Unmasked Estep 
Score: -27524600.000000 Penalty: 14339.513672
	Iteration 19Q: 3 clusters Score -2.75246e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
Score: -27524678.000000 Penalty: 14339.513672
	Iteration 20F: 3 clusters Score -2.752468e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 119546 members 
Entering Unmasked Estep 
Score: -27524768.000000 Penalty: 14339.513672
	Iteration 21Q: 3 clusters Score -2.752477e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 119606 members 
Entering Unmasked Estep 
Score: -27524814.000000 Penalty: 14339.513672
	Iteration 22Q: 3 clusters Score -2.752481e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 119649 members 
Entering Unmasked Estep 
Score: -27524798.000000 Penalty: 14339.513672
	Iteration 23Q: 3 clusters Score -2.75248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 119670 members 
Entering Unmasked Estep 
Score: -27524822.000000 Penalty: 14339.513672
	Iteration 24Q: 3 clusters Score -2.752482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 119690 members 
Entering Unmasked Estep 
Score: -27524800.000000 Penalty: 14339.513672
	Iteration 25Q: 3 clusters Score -2.75248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -27524844.000000 Penalty: 14339.513672
	Iteration 26Q: 3 clusters Score -2.752484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 119701 members 
Entering Unmasked Estep 
Score: -27524820.000000 Penalty: 14339.513672
	Iteration 27Q: 3 clusters Score -2.752482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 119703 members 
Entering Unmasked Estep 
Score: -27524836.000000 Penalty: 14339.513672
	Iteration 28Q: 3 clusters Score -2.752484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 119710 members 
Entering Unmasked Estep 
Score: -27524826.000000 Penalty: 14339.513672
	Iteration 29Q: 3 clusters Score -2.752483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 119717 members 
Entering Unmasked Estep 
Score: -27524822.000000 Penalty: 14339.513672
	Iteration 30Q: 3 clusters Score -2.752482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 119722 members 
Entering Unmasked Estep 
Score: -27524814.000000 Penalty: 14339.513672
	Iteration 31Q: 3 clusters Score -2.752481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 119730 members 
Entering Unmasked Estep 
Score: -27524832.000000 Penalty: 14339.513672
	Iteration 32Q: 3 clusters Score -2.752483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 119731 members 
Entering Unmasked Estep 
Score: -27524824.000000 Penalty: 14339.513672
	Iteration 33Q: 3 clusters Score -2.752482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -27524840.000000 Penalty: 14339.513672
	Iteration 34Q: 3 clusters Score -2.752484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -27524830.000000 Penalty: 14339.513672
	Iteration 35Q: 3 clusters Score -2.752483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 119738 members 
Entering Unmasked Estep 
Score: -27524818.000000 Penalty: 14339.513672
	Iteration 36Q: 3 clusters Score -2.752482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 119739 members 
Entering Unmasked Estep 
Score: -27524828.000000 Penalty: 14339.513672
	Iteration 37Q: 3 clusters Score -2.752483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 119740 members 
Entering Unmasked Estep 
Score: -27524832.000000 Penalty: 14339.513672
	Iteration 38Q: 3 clusters Score -2.752483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 119740 members 
Entering Unmasked Estep 
Score: -27524832.000000 Penalty: 14339.513672
	Iteration 39F: 3 clusters Score -2.752483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Entering Unmasked Estep 
Score: -3287164.000000 Penalty: 5877.223145
	Iteration 0F: 2 clusters Score -3287164 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 7340 members 
Entering Unmasked Estep 
Score: -3274047.250000 Penalty: 11754.446289
	Iteration 0F: 3 clusters Score -3274047 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3277800.000000 Penalty: 11754.446289
	Iteration 1F: 3 clusters Score -3277800 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3279066.750000 Penalty: 11754.446289
	Iteration 2F: 3 clusters Score -3279067 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3280114.750000 Penalty: 11754.446289
	Iteration 3F: 3 clusters Score -3280115 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3281122.500000 Penalty: 11754.446289
	Iteration 4F: 3 clusters Score -3281122 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3282131.000000 Penalty: 11754.446289
	Iteration 5F: 3 clusters Score -3282131 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3283050.000000 Penalty: 11754.446289
	Iteration 6F: 3 clusters Score -3283050 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3283761.500000 Penalty: 11754.446289
	Iteration 7F: 3 clusters Score -3283762 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3284237.000000 Penalty: 11754.446289
	Iteration 8Q: 3 clusters Score -3284237 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3284513.750000 Penalty: 11754.446289
	Iteration 9Q: 3 clusters Score -3284514 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3284662.500000 Penalty: 11754.446289
	Iteration 10Q: 3 clusters Score -3284662 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3284729.500000 Penalty: 11754.446289
	Iteration 11Q: 3 clusters Score -3284730 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3284782.500000 Penalty: 11754.446289
	Iteration 12Q: 3 clusters Score -3284782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3284810.750000 Penalty: 11754.446289
	Iteration 13Q: 3 clusters Score -3284811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3284828.500000 Penalty: 11754.446289
	Iteration 14Q: 3 clusters Score -3284828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3284846.500000 Penalty: 11754.446289
	Iteration 15Q: 3 clusters Score -3284846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3284859.750000 Penalty: 11754.446289
	Iteration 16Q: 3 clusters Score -3284860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3284869.500000 Penalty: 11754.446289
	Iteration 17Q: 3 clusters Score -3284870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3284867.250000 Penalty: 11754.446289
	Iteration 18Q: 3 clusters Score -3284867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3284876.000000 Penalty: 11754.446289
	Iteration 19Q: 3 clusters Score -3284876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3284878.750000 Penalty: 11754.446289
	Iteration 20F: 3 clusters Score -3284879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3284879.000000 Penalty: 11754.446289
	Iteration 21Q: 3 clusters Score -3284879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3284889.500000 Penalty: 11754.446289
	Iteration 22Q: 3 clusters Score -3284890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3284897.000000 Penalty: 11754.446289
	Iteration 23Q: 3 clusters Score -3284897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -3284894.000000 Penalty: 11754.446289
	Iteration 24Q: 3 clusters Score -3284894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3284891.500000 Penalty: 11754.446289
	Iteration 25Q: 3 clusters Score -3284892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3284898.250000 Penalty: 11754.446289
	Iteration 26Q: 3 clusters Score -3284898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3284902.750000 Penalty: 11754.446289
	Iteration 27Q: 3 clusters Score -3284903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3284907.250000 Penalty: 11754.446289
	Iteration 28Q: 3 clusters Score -3284907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3284907.500000 Penalty: 11754.446289
	Iteration 29Q: 3 clusters Score -3284908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3284905.500000 Penalty: 11754.446289
	Iteration 30Q: 3 clusters Score -3284906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3284903.250000 Penalty: 11754.446289
	Iteration 31Q: 3 clusters Score -3284903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3284906.500000 Penalty: 11754.446289
	Iteration 32Q: 3 clusters Score -3284906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3284912.750000 Penalty: 11754.446289
	Iteration 33Q: 3 clusters Score -3284913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3284912.250000 Penalty: 11754.446289
	Iteration 34Q: 3 clusters Score -3284912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3284909.000000 Penalty: 11754.446289
	Iteration 35Q: 3 clusters Score -3284909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3284909.000000 Penalty: 11754.446289
	Iteration 36F: 3 clusters Score -3284909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Entering Unmasked Estep 
Score: -4006928.250000 Penalty: 5983.607910
	Iteration 0F: 2 clusters Score -4006928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3992065.250000 Penalty: 11967.215820
	Iteration 0F: 3 clusters Score -3992065 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3995671.250000 Penalty: 11967.215820
	Iteration 1F: 3 clusters Score -3995671 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -3996176.250000 Penalty: 11967.215820
	Iteration 2F: 3 clusters Score -3996176 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3996521.750000 Penalty: 11967.215820
	Iteration 3Q: 3 clusters Score -3996522 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3996742 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -3996912 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3997050.500000 Penalty: 11967.215820
	Iteration 6Q: 3 clusters Score -3997050 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3997150.000000 Penalty: 11967.215820
	Iteration 7Q: 3 clusters Score -3997150 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3997250.250000 Penalty: 11967.215820
	Iteration 8Q: 3 clusters Score -3997250 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3997344.000000 Penalty: 11967.215820
	Iteration 9Q: 3 clusters Score -3997344 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3997441.000000 Penalty: 11967.215820
	Iteration 10Q: 3 clusters Score -3997441 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3997534.500000 Penalty: 11967.215820
	Iteration 11Q: 3 clusters Score -3997534 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3997600.000000 Penalty: 11967.215820
	Iteration 12Q: 3 clusters Score -3997600 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3997669.750000 Penalty: 11967.215820
	Iteration 13Q: 3 clusters Score -3997670 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3997730.500000 Penalty: 11967.215820
	Iteration 14Q: 3 clusters Score -3997730 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3997809.000000 Penalty: 11967.215820
	Iteration 15Q: 3 clusters Score -3997809 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3997852.500000 Penalty: 11967.215820
	Iteration 16Q: 3 clusters Score -3997852 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3997900.500000 Penalty: 11967.215820
	Iteration 17Q: 3 clusters Score -3997900 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3997957.000000 Penalty: 11967.215820
	Iteration 18Q: 3 clusters Score -3997957 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3998038.000000 Penalty: 11967.215820
	Iteration 19Q: 3 clusters Score -3998038 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3998097.000000 Penalty: 11967.215820
	Iteration 20F: 3 clusters Score -3998097 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3998173.000000 Penalty: 11967.215820
	Iteration 21Q: 3 clusters Score -3998173 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3998258.250000 Penalty: 11967.215820
	Iteration 22Q: 3 clusters Score -3998258 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3998377.500000 Penalty: 11967.215820
	Iteration 23Q: 3 clusters Score -3998378 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3998501.250000 Penalty: 11967.215820
	Iteration 24Q: 3 clusters Score -3998501 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3998655.250000 Penalty: 11967.215820
	Iteration 25Q: 3 clusters Score -3998655 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3998877.250000 Penalty: 11967.215820
	Iteration 26Q: 3 clusters Score -3998877 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3999179.750000 Penalty: 11967.215820
	Iteration 27Q: 3 clusters Score -3999180 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3999566.000000 Penalty: 11967.215820
	Iteration 28Q: 3 clusters Score -3999566 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -3999991.000000 Penalty: 11967.215820
	Iteration 29Q: 3 clusters Score -3999991 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -4000468.250000 Penalty: 11967.215820
	Iteration 30Q: 3 clusters Score -4000468 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -4000967.500000 Penalty: 11967.215820
	Iteration 31Q: 3 clusters Score -4000968 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -4001361.000000 Penalty: 11967.215820
	Iteration 32Q: 3 clusters Score -4001361 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -4001592.750000 Penalty: 11967.215820
	Iteration 33Q: 3 clusters Score -4001593 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4001747.000000 Penalty: 11967.215820
	Iteration 34Q: 3 clusters Score -4001747 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -4001841.750000 Penalty: 11967.215820
	Iteration 35Q: 3 clusters Score -4001842 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -4001908.500000 Penalty: 11967.215820
	Iteration 36Q: 3 clusters Score -4001908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4001962.000000 Penalty: 11967.215820
	Iteration 37Q: 3 clusters Score -4001962 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -4002024.000000 Penalty: 11967.215820
	Iteration 38Q: 3 clusters Score -4002024 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -4002086.750000 Penalty: 11967.215820
	Iteration 39Q: 3 clusters Score -4002087 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4002127.250000 Penalty: 11967.215820
	Iteration 40F: 3 clusters Score -4002127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -4002188.500000 Penalty: 11967.215820
	Iteration 41Q: 3 clusters Score -4002188 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4002221.500000 Penalty: 11967.215820
	Iteration 42Q: 3 clusters Score -4002222 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -4002279.500000 Penalty: 11967.215820
	Iteration 43Q: 3 clusters Score -4002280 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -4002312.750000 Penalty: 11967.215820
	Iteration 44Q: 3 clusters Score -4002313 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -4002349.500000 Penalty: 11967.215820
	Iteration 45Q: 3 clusters Score -4002350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -4002388.500000 Penalty: 11967.215820
	Iteration 46Q: 3 clusters Score -4002388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -4002437.000000 Penalty: 11967.215820
	Iteration 47Q: 3 clusters Score -4002437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4002451.000000 Penalty: 11967.215820
	Iteration 48Q: 3 clusters Score -4002451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -4002466.000000 Penalty: 11967.215820
	Iteration 49Q: 3 clusters Score -4002466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4002472.000000 Penalty: 11967.215820
	Iteration 50Q: 3 clusters Score -4002472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -4002489.250000 Penalty: 11967.215820
	Iteration 51Q: 3 clusters Score -4002489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4002490.000000 Penalty: 11967.215820
	Iteration 52Q: 3 clusters Score -4002490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4002501.750000 Penalty: 11967.215820
	Iteration 53Q: 3 clusters Score -4002502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -4002512.500000 Penalty: 11967.215820
	Iteration 54Q: 3 clusters Score -4002512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4002524.000000 Penalty: 11967.215820
	Iteration 55Q: 3 clusters Score -4002524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4002536.750000 Penalty: 11967.215820
	Iteration 56Q: 3 clusters Score -4002537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -4002538.000000 Penalty: 11967.215820
	Iteration 57Q: 3 clusters Score -4002538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -4002543.750000 Penalty: 11967.215820
	Iteration 58Q: 3 clusters Score -4002544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4002545.750000 Penalty: 11967.215820
	Iteration 59Q: 3 clusters Score -4002546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -4002555.000000 Penalty: 11967.215820
	Iteration 60F: 3 clusters Score -4002555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -4002554.000000 Penalty: 11967.215820
	Iteration 61Q: 3 clusters Score -4002554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4002556.000000 Penalty: 11967.215820
	Iteration 62Q: 3 clusters Score -4002556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -4002560.500000 Penalty: 11967.215820
	Iteration 63Q: 3 clusters Score -4002560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -4002570.250000 Penalty: 11967.215820
	Iteration 64Q: 3 clusters Score -4002570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4002564.000000 Penalty: 11967.215820
	Iteration 65Q: 3 clusters Score -4002564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4002567.500000 Penalty: 11967.215820
	Iteration 66Q: 3 clusters Score -4002568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4002568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4002565.250000 Penalty: 11967.215820
	Iteration 68Q: 3 clusters Score -4002565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -4002562.750000 Penalty: 11967.215820
	Iteration 69Q: 3 clusters Score -4002563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4002562.750000 Penalty: 11967.215820
	Iteration 70Q: 3 clusters Score -4002563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -4002561.500000 Penalty: 11967.215820
	Iteration 71Q: 3 clusters Score -4002562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -4002561.250000 Penalty: 11967.215820
	Iteration 72Q: 3 clusters Score -4002561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4002562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -4002561.500000 Penalty: 11967.215820
	Iteration 74F: 3 clusters Score -4002562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42549 members 
Entering Unmasked Estep 
Score: -9761734.000000 Penalty: 6528.277344
	Iteration 0F: 2 clusters Score -9761734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9730908 nChanged 18572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9740807 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -9741592 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -9742259.000000 Penalty: 13056.554688
	Iteration 3Q: 3 clusters Score -9742259 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -9742819.000000 Penalty: 13056.554688
	Iteration 4Q: 3 clusters Score -9742819 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -9743245.000000 Penalty: 13056.554688
	Iteration 5Q: 3 clusters Score -9743245 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -9743650.000000 Penalty: 13056.554688
	Iteration 6Q: 3 clusters Score -9743650 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -9744062.000000 Penalty: 13056.554688
	Iteration 7Q: 3 clusters Score -9744062 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -9744550.000000 Penalty: 13056.554688
	Iteration 8Q: 3 clusters Score -9744550 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -9744976.000000 Penalty: 13056.554688
	Iteration 9Q: 3 clusters Score -9744976 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -9745483.000000 Penalty: 13056.554688
	Iteration 10Q: 3 clusters Score -9745483 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -9745997.000000 Penalty: 13056.554688
	Iteration 11Q: 3 clusters Score -9745997 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -9746588.000000 Penalty: 13056.554688
	Iteration 12Q: 3 clusters Score -9746588 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -9747287.000000 Penalty: 13056.554688
	Iteration 13Q: 3 clusters Score -9747287 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -9747948.000000 Penalty: 13056.554688
	Iteration 14Q: 3 clusters Score -9747948 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -9748666.000000 Penalty: 13056.554688
	Iteration 15Q: 3 clusters Score -9748666 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -9749458.000000 Penalty: 13056.554688
	Iteration 16Q: 3 clusters Score -9749458 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -9750176.000000 Penalty: 13056.554688
	Iteration 17Q: 3 clusters Score -9750176 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -9751008.000000 Penalty: 13056.554688
	Iteration 18Q: 3 clusters Score -9751008 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -9751701.000000 Penalty: 13056.554688
	Iteration 19Q: 3 clusters Score -9751701 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -9752364.000000 Penalty: 13056.554688
	Iteration 20F: 3 clusters Score -9752364 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -9752973.000000 Penalty: 13056.554688
	Iteration 21Q: 3 clusters Score -9752973 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -9753420.000000 Penalty: 13056.554688
	Iteration 22Q: 3 clusters Score -9753420 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -9753806.000000 Penalty: 13056.554688
	Iteration 23Q: 3 clusters Score -9753806 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -9754255.000000 Penalty: 13056.554688
	Iteration 24Q: 3 clusters Score -9754255 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -9754664.000000 Penalty: 13056.554688
	Iteration 25Q: 3 clusters Score -9754664 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -9755057.000000 Penalty: 13056.554688
	Iteration 26Q: 3 clusters Score -9755057 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -9755427.000000 Penalty: 13056.554688
	Iteration 27Q: 3 clusters Score -9755427 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -9755765.000000 Penalty: 13056.554688
	Iteration 28Q: 3 clusters Score -9755765 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -9756056.000000 Penalty: 13056.554688
	Iteration 29Q: 3 clusters Score -9756056 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -9756310.000000 Penalty: 13056.554688
	Iteration 30Q: 3 clusters Score -9756310 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -9756530.000000 Penalty: 13056.554688
	Iteration 31Q: 3 clusters Score -9756530 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -9756682.000000 Penalty: 13056.554688
	Iteration 32Q: 3 clusters Score -9756682 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -9756793.000000 Penalty: 13056.554688
	Iteration 33Q: 3 clusters Score -9756793 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -9756903.000000 Penalty: 13056.554688
	Iteration 34Q: 3 clusters Score -9756903 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -9756976.000000 Penalty: 13056.554688
	Iteration 35Q: 3 clusters Score -9756976 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -9757058.000000 Penalty: 13056.554688
	Iteration 36Q: 3 clusters Score -9757058 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -9757115.000000 Penalty: 13056.554688
	Iteration 37Q: 3 clusters Score -9757115 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -9757149.000000 Penalty: 13056.554688
	Iteration 38Q: 3 clusters Score -9757149 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -9757134.000000 Penalty: 13056.554688
	Iteration 39Q: 3 clusters Score -9757134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -9757161.000000 Penalty: 13056.554688
	Iteration 40F: 3 clusters Score -9757161 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -9757188.000000 Penalty: 13056.554688
	Iteration 41Q: 3 clusters Score -9757188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -9757160.000000 Penalty: 13056.554688
	Iteration 42Q: 3 clusters Score -9757160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -9757155.000000 Penalty: 13056.554688
	Iteration 43Q: 3 clusters Score -9757155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -9757157.000000 Penalty: 13056.554688
	Iteration 44Q: 3 clusters Score -9757157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -9757158.000000 Penalty: 13056.554688
	Iteration 45Q: 3 clusters Score -9757158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -9757165.000000 Penalty: 13056.554688
	Iteration 46Q: 3 clusters Score -9757165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -9757172.000000 Penalty: 13056.554688
	Iteration 47Q: 3 clusters Score -9757172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -9757181.000000 Penalty: 13056.554688
	Iteration 48Q: 3 clusters Score -9757181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -9757184.000000 Penalty: 13056.554688
	Iteration 49Q: 3 clusters Score -9757184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -9757189.000000 Penalty: 13056.554688
	Iteration 50Q: 3 clusters Score -9757189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -9757192.000000 Penalty: 13056.554688
	Iteration 51Q: 3 clusters Score -9757192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -9757192.000000 Penalty: 13056.554688
	Iteration 52Q: 3 clusters Score -9757192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -9757200.000000 Penalty: 13056.554688
	Iteration 53Q: 3 clusters Score -9757200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -9757198.000000 Penalty: 13056.554688
	Iteration 54Q: 3 clusters Score -9757198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -9757211.000000 Penalty: 13056.554688
	Iteration 55Q: 3 clusters Score -9757211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -9757208.000000 Penalty: 13056.554688
	Iteration 56Q: 3 clusters Score -9757208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -9757202.000000 Penalty: 13056.554688
	Iteration 57Q: 3 clusters Score -9757202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -9757212.000000 Penalty: 13056.554688
	Iteration 58Q: 3 clusters Score -9757212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -9757217.000000 Penalty: 13056.554688
	Iteration 59Q: 3 clusters Score -9757217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -9757211.000000 Penalty: 13056.554688
	Iteration 60F: 3 clusters Score -9757211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -9757208.000000 Penalty: 13056.554688
	Iteration 61Q: 3 clusters Score -9757208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -9757206.000000 Penalty: 13056.554688
	Iteration 62Q: 3 clusters Score -9757206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -9757205.000000 Penalty: 13056.554688
	Iteration 63Q: 3 clusters Score -9757205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -9757197.000000 Penalty: 13056.554688
	Iteration 64Q: 3 clusters Score -9757197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -9757204.000000 Penalty: 13056.554688
	Iteration 65Q: 3 clusters Score -9757204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -9757213.000000 Penalty: 13056.554688
	Iteration 66Q: 3 clusters Score -9757213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -9757206.000000 Penalty: 13056.554688
	Iteration 67Q: 3 clusters Score -9757206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -9757206.000000 Penalty: 13056.554688
	Iteration 68F: 3 clusters Score -9757206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Entering Unmasked Estep 
Score: -2213317.500000 Penalty: 5636.166992
	Iteration 0F: 2 clusters Score -2213318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2203097.000000 Penalty: 11272.333984
	Iteration 0F: 3 clusters Score -2203097 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2205230.750000 Penalty: 11272.333984
	Iteration 1F: 3 clusters Score -2205231 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2205707.250000 Penalty: 11272.333984
	Iteration 2F: 3 clusters Score -2205707 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2205997.000000 Penalty: 11272.333984
	Iteration 3Q: 3 clusters Score -2205997 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2206211.000000 Penalty: 11272.333984
	Iteration 4Q: 3 clusters Score -2206211 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2206357.500000 Penalty: 11272.333984
	Iteration 5Q: 3 clusters Score -2206358 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2206470.000000 Penalty: 11272.333984
	Iteration 6Q: 3 clusters Score -2206470 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2206577.750000 Penalty: 11272.333984
	Iteration 7Q: 3 clusters Score -2206578 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2206666.250000 Penalty: 11272.333984
	Iteration 8Q: 3 clusters Score -2206666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2206741.500000 Penalty: 11272.333984
	Iteration 9Q: 3 clusters Score -2206742 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2206797.750000 Penalty: 11272.333984
	Iteration 10Q: 3 clusters Score -2206798 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2206863.500000 Penalty: 11272.333984
	Iteration 11Q: 3 clusters Score -2206864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2206910.250000 Penalty: 11272.333984
	Iteration 12Q: 3 clusters Score -2206910 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2206969.000000 Penalty: 11272.333984
	Iteration 13Q: 3 clusters Score -2206969 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2207016.000000 Penalty: 11272.333984
	Iteration 14Q: 3 clusters Score -2207016 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2207063.250000 Penalty: 11272.333984
	Iteration 15Q: 3 clusters Score -2207063 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2207109.750000 Penalty: 11272.333984
	Iteration 16Q: 3 clusters Score -2207110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2207143.500000 Penalty: 11272.333984
	Iteration 17Q: 3 clusters Score -2207144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2207188.250000 Penalty: 11272.333984
	Iteration 18Q: 3 clusters Score -2207188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2207238.250000 Penalty: 11272.333984
	Iteration 19Q: 3 clusters Score -2207238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2207271.250000 Penalty: 11272.333984
	Iteration 20F: 3 clusters Score -2207271 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2207324.500000 Penalty: 11272.333984
	Iteration 21Q: 3 clusters Score -2207324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2207369.750000 Penalty: 11272.333984
	Iteration 22Q: 3 clusters Score -2207370 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2207435.500000 Penalty: 11272.333984
	Iteration 23Q: 3 clusters Score -2207436 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2207484.500000 Penalty: 11272.333984
	Iteration 24Q: 3 clusters Score -2207484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2207537.000000 Penalty: 11272.333984
	Iteration 25Q: 3 clusters Score -2207537 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2207597.000000 Penalty: 11272.333984
	Iteration 26Q: 3 clusters Score -2207597 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2207665.000000 Penalty: 11272.333984
	Iteration 27Q: 3 clusters Score -2207665 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2207730.250000 Penalty: 11272.333984
	Iteration 28Q: 3 clusters Score -2207730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2207812.750000 Penalty: 11272.333984
	Iteration 29Q: 3 clusters Score -2207813 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2207887.000000 Penalty: 11272.333984
	Iteration 30Q: 3 clusters Score -2207887 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2207981.750000 Penalty: 11272.333984
	Iteration 31Q: 3 clusters Score -2207982 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2208069.500000 Penalty: 11272.333984
	Iteration 32Q: 3 clusters Score -2208070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2208146.750000 Penalty: 11272.333984
	Iteration 33Q: 3 clusters Score -2208147 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2208233.750000 Penalty: 11272.333984
	Iteration 34Q: 3 clusters Score -2208234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2208308.250000 Penalty: 11272.333984
	Iteration 35Q: 3 clusters Score -2208308 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2208376.500000 Penalty: 11272.333984
	Iteration 36Q: 3 clusters Score -2208376 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2208430.500000 Penalty: 11272.333984
	Iteration 37Q: 3 clusters Score -2208430 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2208486.250000 Penalty: 11272.333984
	Iteration 38Q: 3 clusters Score -2208486 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2208540.000000 Penalty: 11272.333984
	Iteration 39Q: 3 clusters Score -2208540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2208586.000000 Penalty: 11272.333984
	Iteration 40F: 3 clusters Score -2208586 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2208633.250000 Penalty: 11272.333984
	Iteration 41Q: 3 clusters Score -2208633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2208657.250000 Penalty: 11272.333984
	Iteration 42Q: 3 clusters Score -2208657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2208687.250000 Penalty: 11272.333984
	Iteration 43Q: 3 clusters Score -2208687 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2208712.000000 Penalty: 11272.333984
	Iteration 44Q: 3 clusters Score -2208712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2208742.250000 Penalty: 11272.333984
	Iteration 45Q: 3 clusters Score -2208742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2208776.250000 Penalty: 11272.333984
	Iteration 46Q: 3 clusters Score -2208776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2208823.000000 Penalty: 11272.333984
	Iteration 47Q: 3 clusters Score -2208823 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2208879.750000 Penalty: 11272.333984
	Iteration 48Q: 3 clusters Score -2208880 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2208925.750000 Penalty: 11272.333984
	Iteration 49Q: 3 clusters Score -2208926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2208994.750000 Penalty: 11272.333984
	Iteration 50Q: 3 clusters Score -2208995 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2209042.750000 Penalty: 11272.333984
	Iteration 51Q: 3 clusters Score -2209043 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2209099.500000 Penalty: 11272.333984
	Iteration 52Q: 3 clusters Score -2209100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2209154.500000 Penalty: 11272.333984
	Iteration 53Q: 3 clusters Score -2209154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2209207.000000 Penalty: 11272.333984
	Iteration 54Q: 3 clusters Score -2209207 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2209257.750000 Penalty: 11272.333984
	Iteration 55Q: 3 clusters Score -2209258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2209303.000000 Penalty: 11272.333984
	Iteration 56Q: 3 clusters Score -2209303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2209331.250000 Penalty: 11272.333984
	Iteration 57Q: 3 clusters Score -2209331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2209366.250000 Penalty: 11272.333984
	Iteration 58Q: 3 clusters Score -2209366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2209394.500000 Penalty: 11272.333984
	Iteration 59Q: 3 clusters Score -2209394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2209428.250000 Penalty: 11272.333984
	Iteration 60F: 3 clusters Score -2209428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2209451.750000 Penalty: 11272.333984
	Iteration 61Q: 3 clusters Score -2209452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2209470.500000 Penalty: 11272.333984
	Iteration 62Q: 3 clusters Score -2209470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2209487.250000 Penalty: 11272.333984
	Iteration 63Q: 3 clusters Score -2209487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2209500.750000 Penalty: 11272.333984
	Iteration 64Q: 3 clusters Score -2209501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2209513.500000 Penalty: 11272.333984
	Iteration 65Q: 3 clusters Score -2209514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2209515.000000 Penalty: 11272.333984
	Iteration 66Q: 3 clusters Score -2209515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2209517.750000 Penalty: 11272.333984
	Iteration 67Q: 3 clusters Score -2209518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2209524.500000 Penalty: 11272.333984
	Iteration 68Q: 3 clusters Score -2209524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2209525.250000 Penalty: 11272.333984
	Iteration 69Q: 3 clusters Score -2209525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2209528.750000 Penalty: 11272.333984
	Iteration 70Q: 3 clusters Score -2209529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2209528.250000 Penalty: 11272.333984
	Iteration 71Q: 3 clusters Score -2209528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2209528.500000 Penalty: 11272.333984
	Iteration 72Q: 3 clusters Score -2209528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2209529.000000 Penalty: 11272.333984
	Iteration 73Q: 3 clusters Score -2209529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2209529.000000 Penalty: 11272.333984
	Iteration 74F: 3 clusters Score -2209529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Entering Unmasked Estep 
Score: -1816908.750000 Penalty: 5494.156250
	Iteration 0F: 2 clusters Score -1816909 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 3974 members 
Entering Unmasked Estep 
Score: -1807979.750000 Penalty: 10988.312500
	Iteration 0F: 3 clusters Score -1807980 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1809597.750000 Penalty: 10988.312500
	Iteration 1F: 3 clusters Score -1809598 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1809991.500000 Penalty: 10988.312500
	Iteration 2F: 3 clusters Score -1809992 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1810239.125000 Penalty: 10988.312500
	Iteration 3Q: 3 clusters Score -1810239 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1810388.875000 Penalty: 10988.312500
	Iteration 4Q: 3 clusters Score -1810389 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1810490.750000 Penalty: 10988.312500
	Iteration 5Q: 3 clusters Score -1810491 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1810570.875000 Penalty: 10988.312500
	Iteration 6Q: 3 clusters Score -1810571 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1810641.750000 Penalty: 10988.312500
	Iteration 7Q: 3 clusters Score -1810642 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1810715.375000 Penalty: 10988.312500
	Iteration 8Q: 3 clusters Score -1810715 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1810771.500000 Penalty: 10988.312500
	Iteration 9Q: 3 clusters Score -1810772 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1810840.250000 Penalty: 10988.312500
	Iteration 10Q: 3 clusters Score -1810840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1810909.000000 Penalty: 10988.312500
	Iteration 11Q: 3 clusters Score -1810909 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1810972.500000 Penalty: 10988.312500
	Iteration 12Q: 3 clusters Score -1810972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1811034.750000 Penalty: 10988.312500
	Iteration 13Q: 3 clusters Score -1811035 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1811124.875000 Penalty: 10988.312500
	Iteration 14Q: 3 clusters Score -1811125 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1811192.000000 Penalty: 10988.312500
	Iteration 15Q: 3 clusters Score -1811192 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1811260.375000 Penalty: 10988.312500
	Iteration 16Q: 3 clusters Score -1811260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1811317.875000 Penalty: 10988.312500
	Iteration 17Q: 3 clusters Score -1811318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1811383.250000 Penalty: 10988.312500
	Iteration 18Q: 3 clusters Score -1811383 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1811443.875000 Penalty: 10988.312500
	Iteration 19Q: 3 clusters Score -1811444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1811501.000000 Penalty: 10988.312500
	Iteration 20F: 3 clusters Score -1811501 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1811561.125000 Penalty: 10988.312500
	Iteration 21Q: 3 clusters Score -1811561 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1811610.000000 Penalty: 10988.312500
	Iteration 22Q: 3 clusters Score -1811610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1811644.375000 Penalty: 10988.312500
	Iteration 23Q: 3 clusters Score -1811644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1811678.375000 Penalty: 10988.312500
	Iteration 24Q: 3 clusters Score -1811678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1811709.125000 Penalty: 10988.312500
	Iteration 25Q: 3 clusters Score -1811709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1811737.500000 Penalty: 10988.312500
	Iteration 26Q: 3 clusters Score -1811738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1811757.750000 Penalty: 10988.312500
	Iteration 27Q: 3 clusters Score -1811758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1811770.250000 Penalty: 10988.312500
	Iteration 28Q: 3 clusters Score -1811770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1811788.500000 Penalty: 10988.312500
	Iteration 29Q: 3 clusters Score -1811788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1811803.875000 Penalty: 10988.312500
	Iteration 30Q: 3 clusters Score -1811804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1811807.750000 Penalty: 10988.312500
	Iteration 31Q: 3 clusters Score -1811808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1811819.750000 Penalty: 10988.312500
	Iteration 32Q: 3 clusters Score -1811820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1811831.625000 Penalty: 10988.312500
	Iteration 33Q: 3 clusters Score -1811832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1811837.625000 Penalty: 10988.312500
	Iteration 34Q: 3 clusters Score -1811838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1811844.000000 Penalty: 10988.312500
	Iteration 35Q: 3 clusters Score -1811844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1811851.875000 Penalty: 10988.312500
	Iteration 36Q: 3 clusters Score -1811852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1811854.875000 Penalty: 10988.312500
	Iteration 37Q: 3 clusters Score -1811855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1811854.250000 Penalty: 10988.312500
	Iteration 38Q: 3 clusters Score -1811854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1811858.375000 Penalty: 10988.312500
	Iteration 39Q: 3 clusters Score -1811858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1811864.125000 Penalty: 10988.312500
	Iteration 40F: 3 clusters Score -1811864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1811868.500000 Penalty: 10988.312500
	Iteration 41Q: 3 clusters Score -1811868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1811875.250000 Penalty: 10988.312500
	Iteration 42Q: 3 clusters Score -1811875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1811880.000000 Penalty: 10988.312500
	Iteration 43Q: 3 clusters Score -1811880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1811880.625000 Penalty: 10988.312500
	Iteration 44Q: 3 clusters Score -1811881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1811882.875000 Penalty: 10988.312500
	Iteration 45Q: 3 clusters Score -1811883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1811888.500000 Penalty: 10988.312500
	Iteration 46Q: 3 clusters Score -1811888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1811891.625000 Penalty: 10988.312500
	Iteration 47Q: 3 clusters Score -1811892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1811899.500000 Penalty: 10988.312500
	Iteration 48Q: 3 clusters Score -1811900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1811897.750000 Penalty: 10988.312500
	Iteration 49Q: 3 clusters Score -1811898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1811903.125000 Penalty: 10988.312500
	Iteration 50Q: 3 clusters Score -1811903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1811903.875000 Penalty: 10988.312500
	Iteration 51Q: 3 clusters Score -1811904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1811907.250000 Penalty: 10988.312500
	Iteration 52Q: 3 clusters Score -1811907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1811906.125000 Penalty: 10988.312500
	Iteration 53Q: 3 clusters Score -1811906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1811912.500000 Penalty: 10988.312500
	Iteration 54Q: 3 clusters Score -1811912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1811912.000000 Penalty: 10988.312500
	Iteration 55Q: 3 clusters Score -1811912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1811916.625000 Penalty: 10988.312500
	Iteration 56Q: 3 clusters Score -1811917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1811918.500000 Penalty: 10988.312500
	Iteration 57Q: 3 clusters Score -1811918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1811920.875000 Penalty: 10988.312500
	Iteration 58Q: 3 clusters Score -1811921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1811921.500000 Penalty: 10988.312500
	Iteration 59Q: 3 clusters Score -1811922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1811924.000000 Penalty: 10988.312500
	Iteration 60F: 3 clusters Score -1811924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1811923.875000 Penalty: 10988.312500
	Iteration 61Q: 3 clusters Score -1811924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1811928.000000 Penalty: 10988.312500
	Iteration 62Q: 3 clusters Score -1811928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1811929.000000 Penalty: 10988.312500
	Iteration 63Q: 3 clusters Score -1811929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1811932.000000 Penalty: 10988.312500
	Iteration 64Q: 3 clusters Score -1811932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1811932.000000 Penalty: 10988.312500
	Iteration 65F: 3 clusters Score -1811932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Entering Unmasked Estep 
Score: -12634340.000000 Penalty: 6692.731934
	Iteration 0F: 2 clusters Score -1.263434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -12594956.000000 Penalty: 13385.463867
	Iteration 0F: 3 clusters Score -1.259496e+07 nChanged 24701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -12608086.000000 Penalty: 13385.463867
	Iteration 1F: 3 clusters Score -1.260809e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -12608960.000000 Penalty: 13385.463867
	Iteration 2Q: 3 clusters Score -1.260896e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -12609549.000000 Penalty: 13385.463867
	Iteration 3Q: 3 clusters Score -1.260955e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -12610068.000000 Penalty: 13385.463867
	Iteration 4Q: 3 clusters Score -1.261007e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -12610624.000000 Penalty: 13385.463867
	Iteration 5Q: 3 clusters Score -1.261062e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -12611006.000000 Penalty: 13385.463867
	Iteration 6Q: 3 clusters Score -1.261101e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -12611498.000000 Penalty: 13385.463867
	Iteration 7Q: 3 clusters Score -1.26115e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -12612011.000000 Penalty: 13385.463867
	Iteration 8Q: 3 clusters Score -1.261201e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -12612541.000000 Penalty: 13385.463867
	Iteration 9Q: 3 clusters Score -1.261254e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -12613145.000000 Penalty: 13385.463867
	Iteration 10Q: 3 clusters Score -1.261314e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -12613745.000000 Penalty: 13385.463867
	Iteration 11Q: 3 clusters Score -1.261374e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -12614640.000000 Penalty: 13385.463867
	Iteration 12Q: 3 clusters Score -1.261464e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -12615512.000000 Penalty: 13385.463867
	Iteration 13Q: 3 clusters Score -1.261551e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -12616618.000000 Penalty: 13385.463867
	Iteration 14Q: 3 clusters Score -1.261662e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -12617848.000000 Penalty: 13385.463867
	Iteration 15Q: 3 clusters Score -1.261785e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -12619145.000000 Penalty: 13385.463867
	Iteration 16Q: 3 clusters Score -1.261914e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -12620473.000000 Penalty: 13385.463867
	Iteration 17Q: 3 clusters Score -1.262047e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -12621764.000000 Penalty: 13385.463867
	Iteration 18Q: 3 clusters Score -1.262176e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -12622906.000000 Penalty: 13385.463867
	Iteration 19Q: 3 clusters Score -1.262291e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -12623809.000000 Penalty: 13385.463867
	Iteration 20F: 3 clusters Score -1.262381e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -12624560.000000 Penalty: 13385.463867
	Iteration 21Q: 3 clusters Score -1.262456e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -12625081.000000 Penalty: 13385.463867
	Iteration 22Q: 3 clusters Score -1.262508e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -12625555.000000 Penalty: 13385.463867
	Iteration 23Q: 3 clusters Score -1.262556e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -12625900.000000 Penalty: 13385.463867
	Iteration 24Q: 3 clusters Score -1.26259e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -12626114.000000 Penalty: 13385.463867
	Iteration 25Q: 3 clusters Score -1.262611e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -12626256.000000 Penalty: 13385.463867
	Iteration 26Q: 3 clusters Score -1.262626e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -12626387.000000 Penalty: 13385.463867
	Iteration 27Q: 3 clusters Score -1.262639e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -12626512.000000 Penalty: 13385.463867
	Iteration 28Q: 3 clusters Score -1.262651e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -12626583.000000 Penalty: 13385.463867
	Iteration 29Q: 3 clusters Score -1.262658e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -12626618.000000 Penalty: 13385.463867
	Iteration 30Q: 3 clusters Score -1.262662e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -12626731.000000 Penalty: 13385.463867
	Iteration 31Q: 3 clusters Score -1.262673e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -12626739.000000 Penalty: 13385.463867
	Iteration 32Q: 3 clusters Score -1.262674e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -12626748.000000 Penalty: 13385.463867
	Iteration 33Q: 3 clusters Score -1.262675e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -12626790.000000 Penalty: 13385.463867
	Iteration 34Q: 3 clusters Score -1.262679e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -12626879.000000 Penalty: 13385.463867
	Iteration 35Q: 3 clusters Score -1.262688e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -12626932.000000 Penalty: 13385.463867
	Iteration 36Q: 3 clusters Score -1.262693e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -12626975.000000 Penalty: 13385.463867
	Iteration 37Q: 3 clusters Score -1.262698e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -12627003.000000 Penalty: 13385.463867
	Iteration 38Q: 3 clusters Score -1.2627e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -12627025.000000 Penalty: 13385.463867
	Iteration 39Q: 3 clusters Score -1.262702e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -12627049.000000 Penalty: 13385.463867
	Iteration 40F: 3 clusters Score -1.262705e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -12627107.000000 Penalty: 13385.463867
	Iteration 41Q: 3 clusters Score -1.262711e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -12627157.000000 Penalty: 13385.463867
	Iteration 42Q: 3 clusters Score -1.262716e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -12627217.000000 Penalty: 13385.463867
	Iteration 43Q: 3 clusters Score -1.262722e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -12627293.000000 Penalty: 13385.463867
	Iteration 44Q: 3 clusters Score -1.262729e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -12627363.000000 Penalty: 13385.463867
	Iteration 45Q: 3 clusters Score -1.262736e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -12627396.000000 Penalty: 13385.463867
	Iteration 46Q: 3 clusters Score -1.26274e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -12627408.000000 Penalty: 13385.463867
	Iteration 47Q: 3 clusters Score -1.262741e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -12627402.000000 Penalty: 13385.463867
	Iteration 48Q: 3 clusters Score -1.26274e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -12627443.000000 Penalty: 13385.463867
	Iteration 49Q: 3 clusters Score -1.262744e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -12627484.000000 Penalty: 13385.463867
	Iteration 50Q: 3 clusters Score -1.262748e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -12627497.000000 Penalty: 13385.463867
	Iteration 51Q: 3 clusters Score -1.26275e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -12627576.000000 Penalty: 13385.463867
	Iteration 52Q: 3 clusters Score -1.262758e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -12627601.000000 Penalty: 13385.463867
	Iteration 53Q: 3 clusters Score -1.26276e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -12627615.000000 Penalty: 13385.463867
	Iteration 54Q: 3 clusters Score -1.262762e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -12627664.000000 Penalty: 13385.463867
	Iteration 55Q: 3 clusters Score -1.262766e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -12627707.000000 Penalty: 13385.463867
	Iteration 56Q: 3 clusters Score -1.262771e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -12627775.000000 Penalty: 13385.463867
	Iteration 57Q: 3 clusters Score -1.262778e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -12627814.000000 Penalty: 13385.463867
	Iteration 58Q: 3 clusters Score -1.262781e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -12627845.000000 Penalty: 13385.463867
	Iteration 59Q: 3 clusters Score -1.262784e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -12627907.000000 Penalty: 13385.463867
	Iteration 60F: 3 clusters Score -1.262791e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -12627932.000000 Penalty: 13385.463867
	Iteration 61Q: 3 clusters Score -1.262793e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -12627994.000000 Penalty: 13385.463867
	Iteration 62Q: 3 clusters Score -1.262799e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -12628060.000000 Penalty: 13385.463867
	Iteration 63Q: 3 clusters Score -1.262806e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -12628102.000000 Penalty: 13385.463867
	Iteration 64Q: 3 clusters Score -1.26281e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -12628114.000000 Penalty: 13385.463867
	Iteration 65Q: 3 clusters Score -1.262811e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -12628167.000000 Penalty: 13385.463867
	Iteration 66Q: 3 clusters Score -1.262817e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -12628175.000000 Penalty: 13385.463867
	Iteration 67Q: 3 clusters Score -1.262818e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -12628207.000000 Penalty: 13385.463867
	Iteration 68Q: 3 clusters Score -1.262821e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -12628267.000000 Penalty: 13385.463867
	Iteration 69Q: 3 clusters Score -1.262827e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -12628330.000000 Penalty: 13385.463867
	Iteration 70Q: 3 clusters Score -1.262833e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -12628343.000000 Penalty: 13385.463867
	Iteration 71Q: 3 clusters Score -1.262834e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -12628400.000000 Penalty: 13385.463867
	Iteration 72Q: 3 clusters Score -1.26284e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -12628447.000000 Penalty: 13385.463867
	Iteration 73Q: 3 clusters Score -1.262845e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -12628488.000000 Penalty: 13385.463867
	Iteration 74Q: 3 clusters Score -1.262849e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -12628490.000000 Penalty: 13385.463867
	Iteration 75Q: 3 clusters Score -1.262849e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -12628527.000000 Penalty: 13385.463867
	Iteration 76Q: 3 clusters Score -1.262853e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -12628539.000000 Penalty: 13385.463867
	Iteration 77Q: 3 clusters Score -1.262854e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -12628573.000000 Penalty: 13385.463867
	Iteration 78Q: 3 clusters Score -1.262857e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -12628591.000000 Penalty: 13385.463867
	Iteration 79Q: 3 clusters Score -1.262859e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -12628631.000000 Penalty: 13385.463867
	Iteration 80F: 3 clusters Score -1.262863e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -12628677.000000 Penalty: 13385.463867
	Iteration 81Q: 3 clusters Score -1.262868e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -12628686.000000 Penalty: 13385.463867
	Iteration 82Q: 3 clusters Score -1.262869e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -12628692.000000 Penalty: 13385.463867
	Iteration 83Q: 3 clusters Score -1.262869e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -12628730.000000 Penalty: 13385.463867
	Iteration 84Q: 3 clusters Score -1.262873e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -12628765.000000 Penalty: 13385.463867
	Iteration 85Q: 3 clusters Score -1.262876e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -12628805.000000 Penalty: 13385.463867
	Iteration 86Q: 3 clusters Score -1.26288e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -12628795.000000 Penalty: 13385.463867
	Iteration 87Q: 3 clusters Score -1.26288e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -12628822.000000 Penalty: 13385.463867
	Iteration 88Q: 3 clusters Score -1.262882e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -12628822.000000 Penalty: 13385.463867
	Iteration 89Q: 3 clusters Score -1.262882e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -12628844.000000 Penalty: 13385.463867
	Iteration 90Q: 3 clusters Score -1.262884e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -12628867.000000 Penalty: 13385.463867
	Iteration 91Q: 3 clusters Score -1.262887e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -12628866.000000 Penalty: 13385.463867
	Iteration 92Q: 3 clusters Score -1.262887e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -12628886.000000 Penalty: 13385.463867
	Iteration 93Q: 3 clusters Score -1.262889e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -12628897.000000 Penalty: 13385.463867
	Iteration 94Q: 3 clusters Score -1.26289e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -12628914.000000 Penalty: 13385.463867
	Iteration 95Q: 3 clusters Score -1.262891e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -12628897.000000 Penalty: 13385.463867
	Iteration 96Q: 3 clusters Score -1.26289e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -12628929.000000 Penalty: 13385.463867
	Iteration 97Q: 3 clusters Score -1.262893e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -12628906.000000 Penalty: 13385.463867
	Iteration 98Q: 3 clusters Score -1.262891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -12628924.000000 Penalty: 13385.463867
	Iteration 99Q: 3 clusters Score -1.262892e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -12628934.000000 Penalty: 13385.463867
	Iteration 100F: 3 clusters Score -1.262893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -12628944.000000 Penalty: 13385.463867
	Iteration 101Q: 3 clusters Score -1.262894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -12628960.000000 Penalty: 13385.463867
	Iteration 102Q: 3 clusters Score -1.262896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -12628972.000000 Penalty: 13385.463867
	Iteration 103Q: 3 clusters Score -1.262897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -12628969.000000 Penalty: 13385.463867
	Iteration 104Q: 3 clusters Score -1.262897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -12628963.000000 Penalty: 13385.463867
	Iteration 105Q: 3 clusters Score -1.262896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -12628965.000000 Penalty: 13385.463867
	Iteration 106Q: 3 clusters Score -1.262896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -12628965.000000 Penalty: 13385.463867
	Iteration 107Q: 3 clusters Score -1.262896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -12628958.000000 Penalty: 13385.463867
	Iteration 108Q: 3 clusters Score -1.262896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -12628961.000000 Penalty: 13385.463867
	Iteration 109Q: 3 clusters Score -1.262896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -12628965.000000 Penalty: 13385.463867
	Iteration 110Q: 3 clusters Score -1.262896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -12628968.000000 Penalty: 13385.463867
	Iteration 111Q: 3 clusters Score -1.262897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -12628968.000000 Penalty: 13385.463867
	Iteration 112Q: 3 clusters Score -1.262897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -12628972.000000 Penalty: 13385.463867
	Iteration 113Q: 3 clusters Score -1.262897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -12628968.000000 Penalty: 13385.463867
	Iteration 114Q: 3 clusters Score -1.262897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -12628968.000000 Penalty: 13385.463867
	Iteration 115F: 3 clusters Score -1.262897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -254735.515625 Penalty: 4334.967285
	Iteration 0F: 2 clusters Score -254735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -250555.093750 Penalty: 8669.934570
	Iteration 0F: 3 clusters Score -250555.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -251070.703125 Penalty: 8669.934570
	Iteration 1F: 3 clusters Score -251070.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -251303.250000 Penalty: 8669.934570
	Iteration 2F: 3 clusters Score -251303.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -251480.468750 Penalty: 8669.934570
	Iteration 3Q: 3 clusters Score -251480.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -251657.718750 Penalty: 8669.934570
	Iteration 4Q: 3 clusters Score -251657.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -251855.359375 Penalty: 8669.934570
	Iteration 5Q: 3 clusters Score -251855.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -251973.859375 Penalty: 8669.934570
	Iteration 6Q: 3 clusters Score -251973.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -252028.750000 Penalty: 8669.934570
	Iteration 7Q: 3 clusters Score -252028.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -252086.375000 Penalty: 8669.934570
	Iteration 8Q: 3 clusters Score -252086.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -252118.937500 Penalty: 8669.934570
	Iteration 9Q: 3 clusters Score -252118.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -252136.640625 Penalty: 8669.934570
	Iteration 10Q: 3 clusters Score -252136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -252148.093750 Penalty: 8669.934570
	Iteration 11Q: 3 clusters Score -252148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -252161.187500 Penalty: 8669.934570
	Iteration 12Q: 3 clusters Score -252161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -252173.609375 Penalty: 8669.934570
	Iteration 13Q: 3 clusters Score -252173.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -252175.703125 Penalty: 8669.934570
	Iteration 14Q: 3 clusters Score -252175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -252182.734375 Penalty: 8669.934570
	Iteration 15Q: 3 clusters Score -252182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -252184.734375 Penalty: 8669.934570
	Iteration 16Q: 3 clusters Score -252184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -252187.328125 Penalty: 8669.934570
	Iteration 17Q: 3 clusters Score -252187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -252191.812500 Penalty: 8669.934570
	Iteration 18Q: 3 clusters Score -252191.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -252191.812500 Penalty: 8669.934570
	Iteration 19F: 3 clusters Score -252191.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (92667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Entering Unmasked Estep 
Score: -21353476.000000 Penalty: 7005.020020
	Iteration 0F: 2 clusters Score -2.135348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -21290556.000000 Penalty: 14010.040039
	Iteration 0F: 3 clusters Score -2.129056e+07 nChanged 42300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -21314124.000000 Penalty: 14010.040039
	Iteration 1F: 3 clusters Score -2.131412e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -21315384.000000 Penalty: 14010.040039
	Iteration 2Q: 3 clusters Score -2.131538e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -21316474.000000 Penalty: 14010.040039
	Iteration 3Q: 3 clusters Score -2.131647e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -21317640.000000 Penalty: 14010.040039
	Iteration 4Q: 3 clusters Score -2.131764e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -21318758.000000 Penalty: 14010.040039
	Iteration 5Q: 3 clusters Score -2.131876e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -21320060.000000 Penalty: 14010.040039
	Iteration 6Q: 3 clusters Score -2.132006e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -21321528.000000 Penalty: 14010.040039
	Iteration 7Q: 3 clusters Score -2.132153e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -21323458.000000 Penalty: 14010.040039
	Iteration 8Q: 3 clusters Score -2.132346e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -21325856.000000 Penalty: 14010.040039
	Iteration 9Q: 3 clusters Score -2.132586e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -21328470.000000 Penalty: 14010.040039
	Iteration 10Q: 3 clusters Score -2.132847e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -21331428.000000 Penalty: 14010.040039
	Iteration 11Q: 3 clusters Score -2.133143e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -21334536.000000 Penalty: 14010.040039
	Iteration 12Q: 3 clusters Score -2.133454e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -21337112.000000 Penalty: 14010.040039
	Iteration 13Q: 3 clusters Score -2.133711e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -21339202.000000 Penalty: 14010.040039
	Iteration 14Q: 3 clusters Score -2.13392e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -21340606.000000 Penalty: 14010.040039
	Iteration 15Q: 3 clusters Score -2.134061e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -21341586.000000 Penalty: 14010.040039
	Iteration 16Q: 3 clusters Score -2.134159e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -21342214.000000 Penalty: 14010.040039
	Iteration 17Q: 3 clusters Score -2.134221e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -21342716.000000 Penalty: 14010.040039
	Iteration 18Q: 3 clusters Score -2.134272e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -21343306.000000 Penalty: 14010.040039
	Iteration 19Q: 3 clusters Score -2.134331e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -21343706.000000 Penalty: 14010.040039
	Iteration 20F: 3 clusters Score -2.134371e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -21344128.000000 Penalty: 14010.040039
	Iteration 21Q: 3 clusters Score -2.134413e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -21344518.000000 Penalty: 14010.040039
	Iteration 22Q: 3 clusters Score -2.134452e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81563 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -21344754.000000 Penalty: 14010.040039
	Iteration 23Q: 3 clusters Score -2.134475e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -21345044.000000 Penalty: 14010.040039
	Iteration 24Q: 3 clusters Score -2.134504e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -21345254.000000 Penalty: 14010.040039
	Iteration 25Q: 3 clusters Score -2.134525e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -21345434.000000 Penalty: 14010.040039
	Iteration 26Q: 3 clusters Score -2.134543e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -21345682.000000 Penalty: 14010.040039
	Iteration 27Q: 3 clusters Score -2.134568e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -21345836.000000 Penalty: 14010.040039
	Iteration 28Q: 3 clusters Score -2.134584e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85074 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -21345976.000000 Penalty: 14010.040039
	Iteration 29Q: 3 clusters Score -2.134598e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -21346056.000000 Penalty: 14010.040039
	Iteration 30Q: 3 clusters Score -2.134606e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -21346156.000000 Penalty: 14010.040039
	Iteration 31Q: 3 clusters Score -2.134616e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -21346326.000000 Penalty: 14010.040039
	Iteration 32Q: 3 clusters Score -2.134633e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -21346338.000000 Penalty: 14010.040039
	Iteration 33Q: 3 clusters Score -2.134634e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -21346468.000000 Penalty: 14010.040039
	Iteration 34Q: 3 clusters Score -2.134647e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -21346560.000000 Penalty: 14010.040039
	Iteration 35Q: 3 clusters Score -2.134656e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -21346600.000000 Penalty: 14010.040039
	Iteration 36Q: 3 clusters Score -2.13466e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -21346632.000000 Penalty: 14010.040039
	Iteration 37Q: 3 clusters Score -2.134663e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -21346748.000000 Penalty: 14010.040039
	Iteration 38Q: 3 clusters Score -2.134675e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -21346834.000000 Penalty: 14010.040039
	Iteration 39Q: 3 clusters Score -2.134683e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -21346894.000000 Penalty: 14010.040039
	Iteration 40F: 3 clusters Score -2.134689e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -21346938.000000 Penalty: 14010.040039
	Iteration 41Q: 3 clusters Score -2.134694e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -21346974.000000 Penalty: 14010.040039
	Iteration 42Q: 3 clusters Score -2.134697e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -21347032.000000 Penalty: 14010.040039
	Iteration 43Q: 3 clusters Score -2.134703e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -21347032.000000 Penalty: 14010.040039
	Iteration 44Q: 3 clusters Score -2.134703e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -21347022.000000 Penalty: 14010.040039
	Iteration 45Q: 3 clusters Score -2.134702e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -21347034.000000 Penalty: 14010.040039
	Iteration 46Q: 3 clusters Score -2.134703e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -21347086.000000 Penalty: 14010.040039
	Iteration 47Q: 3 clusters Score -2.134709e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -21347066.000000 Penalty: 14010.040039
	Iteration 48Q: 3 clusters Score -2.134707e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -21347126.000000 Penalty: 14010.040039
	Iteration 49Q: 3 clusters Score -2.134713e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -21347126.000000 Penalty: 14010.040039
	Iteration 50Q: 3 clusters Score -2.134713e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -21347156.000000 Penalty: 14010.040039
	Iteration 51Q: 3 clusters Score -2.134716e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -21347128.000000 Penalty: 14010.040039
	Iteration 52Q: 3 clusters Score -2.134713e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -21347204.000000 Penalty: 14010.040039
	Iteration 53Q: 3 clusters Score -2.13472e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -21347210.000000 Penalty: 14010.040039
	Iteration 54Q: 3 clusters Score -2.134721e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -21347228.000000 Penalty: 14010.040039
	Iteration 55Q: 3 clusters Score -2.134723e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -21347254.000000 Penalty: 14010.040039
	Iteration 56Q: 3 clusters Score -2.134725e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -21347260.000000 Penalty: 14010.040039
	Iteration 57Q: 3 clusters Score -2.134726e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -21347280.000000 Penalty: 14010.040039
	Iteration 58Q: 3 clusters Score -2.134728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -21347278.000000 Penalty: 14010.040039
	Iteration 59Q: 3 clusters Score -2.134728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -21347286.000000 Penalty: 14010.040039
	Iteration 60F: 3 clusters Score -2.134729e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -21347338.000000 Penalty: 14010.040039
	Iteration 61Q: 3 clusters Score -2.134734e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -21347372.000000 Penalty: 14010.040039
	Iteration 62Q: 3 clusters Score -2.134737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -21347362.000000 Penalty: 14010.040039
	Iteration 63Q: 3 clusters Score -2.134736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -21347354.000000 Penalty: 14010.040039
	Iteration 64Q: 3 clusters Score -2.134735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89876 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -21347390.000000 Penalty: 14010.040039
	Iteration 65Q: 3 clusters Score -2.134739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89897 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -21347394.000000 Penalty: 14010.040039
	Iteration 66Q: 3 clusters Score -2.134739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -21347380.000000 Penalty: 14010.040039
	Iteration 67Q: 3 clusters Score -2.134738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -21347362.000000 Penalty: 14010.040039
	Iteration 68Q: 3 clusters Score -2.134736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -21347366.000000 Penalty: 14010.040039
	Iteration 69Q: 3 clusters Score -2.134737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89962 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -21347388.000000 Penalty: 14010.040039
	Iteration 70Q: 3 clusters Score -2.134739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -21347378.000000 Penalty: 14010.040039
	Iteration 71Q: 3 clusters Score -2.134738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -21347390.000000 Penalty: 14010.040039
	Iteration 72Q: 3 clusters Score -2.134739e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -21347380.000000 Penalty: 14010.040039
	Iteration 73Q: 3 clusters Score -2.134738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90047 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -21347394.000000 Penalty: 14010.040039
	Iteration 74Q: 3 clusters Score -2.134739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21347406.000000 Penalty: 14010.040039
	Iteration 75Q: 3 clusters Score -2.134741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -21347422.000000 Penalty: 14010.040039
	Iteration 76Q: 3 clusters Score -2.134742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21347416.000000 Penalty: 14010.040039
	Iteration 77Q: 3 clusters Score -2.134742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -21347424.000000 Penalty: 14010.040039
	Iteration 78Q: 3 clusters Score -2.134742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -21347422.000000 Penalty: 14010.040039
	Iteration 79Q: 3 clusters Score -2.134742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -21347426.000000 Penalty: 14010.040039
	Iteration 80F: 3 clusters Score -2.134743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -21347436.000000 Penalty: 14010.040039
	Iteration 81Q: 3 clusters Score -2.134744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -21347468.000000 Penalty: 14010.040039
	Iteration 82Q: 3 clusters Score -2.134747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -21347478.000000 Penalty: 14010.040039
	Iteration 83Q: 3 clusters Score -2.134748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -21347456.000000 Penalty: 14010.040039
	Iteration 84Q: 3 clusters Score -2.134746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -21347472.000000 Penalty: 14010.040039
	Iteration 85Q: 3 clusters Score -2.134747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -21347482.000000 Penalty: 14010.040039
	Iteration 86Q: 3 clusters Score -2.134748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -21347472.000000 Penalty: 14010.040039
	Iteration 87Q: 3 clusters Score -2.134747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -21347472.000000 Penalty: 14010.040039
	Iteration 88F: 3 clusters Score -2.134747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -277307.843750 Penalty: 4378.361816
	Iteration 0F: 2 clusters Score -277307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -272994.937500 Penalty: 8756.723633
	Iteration 0F: 3 clusters Score -272994.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -273382.750000 Penalty: 8756.723633
	Iteration 1F: 3 clusters Score -273382.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -273535.375000 Penalty: 8756.723633
	Iteration 2Q: 3 clusters Score -273535.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -273618.687500 Penalty: 8756.723633
	Iteration 3Q: 3 clusters Score -273618.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -273673.750000 Penalty: 8756.723633
	Iteration 4Q: 3 clusters Score -273673.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -273717.062500 Penalty: 8756.723633
	Iteration 5Q: 3 clusters Score -273717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -273748.250000 Penalty: 8756.723633
	Iteration 6Q: 3 clusters Score -273748.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -273771.187500 Penalty: 8756.723633
	Iteration 7Q: 3 clusters Score -273771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -273774.593750 Penalty: 8756.723633
	Iteration 8Q: 3 clusters Score -273774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -273777.281250 Penalty: 8756.723633
	Iteration 9Q: 3 clusters Score -273777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -273780.875000 Penalty: 8756.723633
	Iteration 10Q: 3 clusters Score -273780.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -273783.062500 Penalty: 8756.723633
	Iteration 11Q: 3 clusters Score -273783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -273786.406250 Penalty: 8756.723633
	Iteration 12Q: 3 clusters Score -273786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -273788.875000 Penalty: 8756.723633
	Iteration 13Q: 3 clusters Score -273788.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -273788.875000 Penalty: 8756.723633
	Iteration 14F: 3 clusters Score -273788.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Entering Unmasked Estep 
Score: -5566454.500000 Penalty: 6191.012207
	Iteration 0F: 2 clusters Score -5566454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -5547020.000000 Penalty: 12382.024414
	Iteration 0F: 3 clusters Score -5547020 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -5552337.500000 Penalty: 12382.024414
	Iteration 1F: 3 clusters Score -5552338 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -5553026.000000 Penalty: 12382.024414
	Iteration 2F: 3 clusters Score -5553026 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -5553515.500000 Penalty: 12382.024414
	Iteration 3Q: 3 clusters Score -5553516 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -5553962.500000 Penalty: 12382.024414
	Iteration 4Q: 3 clusters Score -5553962 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -5554360.000000 Penalty: 12382.024414
	Iteration 5Q: 3 clusters Score -5554360 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -5554812.000000 Penalty: 12382.024414
	Iteration 6Q: 3 clusters Score -5554812 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -5555435.500000 Penalty: 12382.024414
	Iteration 7Q: 3 clusters Score -5555436 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -5556086.000000 Penalty: 12382.024414
	Iteration 8Q: 3 clusters Score -5556086 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -5556781.500000 Penalty: 12382.024414
	Iteration 9Q: 3 clusters Score -5556782 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -5557442.000000 Penalty: 12382.024414
	Iteration 10Q: 3 clusters Score -5557442 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -5558022.500000 Penalty: 12382.024414
	Iteration 11Q: 3 clusters Score -5558022 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -5558501.500000 Penalty: 12382.024414
	Iteration 12Q: 3 clusters Score -5558502 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -5558997.000000 Penalty: 12382.024414
	Iteration 13Q: 3 clusters Score -5558997 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -5559414.000000 Penalty: 12382.024414
	Iteration 14Q: 3 clusters Score -5559414 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -5559741.500000 Penalty: 12382.024414
	Iteration 15Q: 3 clusters Score -5559742 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -5560066.500000 Penalty: 12382.024414
	Iteration 16Q: 3 clusters Score -5560066 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -5560359.500000 Penalty: 12382.024414
	Iteration 17Q: 3 clusters Score -5560360 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -5560597.000000 Penalty: 12382.024414
	Iteration 18Q: 3 clusters Score -5560597 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -5560817.000000 Penalty: 12382.024414
	Iteration 19Q: 3 clusters Score -5560817 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -5561054.500000 Penalty: 12382.024414
	Iteration 20F: 3 clusters Score -5561054 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -5561267.500000 Penalty: 12382.024414
	Iteration 21Q: 3 clusters Score -5561268 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -5561510.500000 Penalty: 12382.024414
	Iteration 22Q: 3 clusters Score -5561510 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -5561769.000000 Penalty: 12382.024414
	Iteration 23Q: 3 clusters Score -5561769 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -5562039.500000 Penalty: 12382.024414
	Iteration 24Q: 3 clusters Score -5562040 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -5562347.000000 Penalty: 12382.024414
	Iteration 25Q: 3 clusters Score -5562347 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -5562605.500000 Penalty: 12382.024414
	Iteration 26Q: 3 clusters Score -5562606 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -5562794.000000 Penalty: 12382.024414
	Iteration 27Q: 3 clusters Score -5562794 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -5562956.500000 Penalty: 12382.024414
	Iteration 28Q: 3 clusters Score -5562956 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -5563052.000000 Penalty: 12382.024414
	Iteration 29Q: 3 clusters Score -5563052 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -5563119.500000 Penalty: 12382.024414
	Iteration 30Q: 3 clusters Score -5563120 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -5563154.000000 Penalty: 12382.024414
	Iteration 31Q: 3 clusters Score -5563154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -5563206.500000 Penalty: 12382.024414
	Iteration 32Q: 3 clusters Score -5563206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -5563217.000000 Penalty: 12382.024414
	Iteration 33Q: 3 clusters Score -5563217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5563235.500000 Penalty: 12382.024414
	Iteration 34Q: 3 clusters Score -5563236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -5563258.000000 Penalty: 12382.024414
	Iteration 35Q: 3 clusters Score -5563258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -5563260.500000 Penalty: 12382.024414
	Iteration 36Q: 3 clusters Score -5563260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5563277.500000 Penalty: 12382.024414
	Iteration 37Q: 3 clusters Score -5563278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5563274.000000 Penalty: 12382.024414
	Iteration 38Q: 3 clusters Score -5563274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -5563273.000000 Penalty: 12382.024414
	Iteration 39Q: 3 clusters Score -5563273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5563288.000000 Penalty: 12382.024414
	Iteration 40F: 3 clusters Score -5563288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5563284.000000 Penalty: 12382.024414
	Iteration 41Q: 3 clusters Score -5563284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -5563288.000000 Penalty: 12382.024414
	Iteration 42Q: 3 clusters Score -5563288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -5563282.500000 Penalty: 12382.024414
	Iteration 43Q: 3 clusters Score -5563282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -5563288.500000 Penalty: 12382.024414
	Iteration 44Q: 3 clusters Score -5563288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5563285.500000 Penalty: 12382.024414
	Iteration 45Q: 3 clusters Score -5563286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -5563291.500000 Penalty: 12382.024414
	Iteration 46Q: 3 clusters Score -5563292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -5563299.000000 Penalty: 12382.024414
	Iteration 47Q: 3 clusters Score -5563299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -5563296.000000 Penalty: 12382.024414
	Iteration 48Q: 3 clusters Score -5563296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5563309.500000 Penalty: 12382.024414
	Iteration 49Q: 3 clusters Score -5563310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -5563314.500000 Penalty: 12382.024414
	Iteration 50Q: 3 clusters Score -5563314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -5563314.500000 Penalty: 12382.024414
	Iteration 51F: 3 clusters Score -5563314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (111999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111999 members 
Entering Unmasked Estep 
Score: -25460124.000000 Penalty: 7121.075195
	Iteration 0F: 2 clusters Score -2.546012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -25383878.000000 Penalty: 14242.150391
	Iteration 0F: 3 clusters Score -2.538388e+07 nChanged 51437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -25412212.000000 Penalty: 14242.150391
	Iteration 1F: 3 clusters Score -2.541221e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -25413178.000000 Penalty: 14242.150391
	Iteration 2Q: 3 clusters Score -2.541318e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -25414108.000000 Penalty: 14242.150391
	Iteration 3Q: 3 clusters Score -2.541411e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -25414988.000000 Penalty: 14242.150391
	Iteration 4Q: 3 clusters Score -2.541499e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -25415916.000000 Penalty: 14242.150391
	Iteration 5Q: 3 clusters Score -2.541592e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -25417346.000000 Penalty: 14242.150391
	Iteration 6Q: 3 clusters Score -2.541735e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -25419446.000000 Penalty: 14242.150391
	Iteration 7Q: 3 clusters Score -2.541945e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -25422534.000000 Penalty: 14242.150391
	Iteration 8F: 3 clusters Score -2.542253e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -25427534.000000 Penalty: 14242.150391
	Iteration 9F: 3 clusters Score -2.542753e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 92067 members 
Entering Unmasked Estep 
Score: -25434516.000000 Penalty: 14242.150391
	Iteration 10F: 3 clusters Score -2.543452e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -25442608.000000 Penalty: 14242.150391
	Iteration 11F: 3 clusters Score -2.544261e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 106803 members 
Entering Unmasked Estep 
Score: -25448666.000000 Penalty: 14242.150391
	Iteration 12F: 3 clusters Score -2.544867e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 109938 members 
Entering Unmasked Estep 
Score: -25451790.000000 Penalty: 14242.150391
	Iteration 13Q: 3 clusters Score -2.545179e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 110998 members 
Entering Unmasked Estep 
Score: -25452820.000000 Penalty: 14242.150391
	Iteration 14Q: 3 clusters Score -2.545282e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 111310 members 
Entering Unmasked Estep 
Score: -25453246.000000 Penalty: 14242.150391
	Iteration 15Q: 3 clusters Score -2.545325e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 111434 members 
Entering Unmasked Estep 
Score: -25453402.000000 Penalty: 14242.150391
	Iteration 16Q: 3 clusters Score -2.54534e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 111476 members 
Entering Unmasked Estep 
Score: -25453490.000000 Penalty: 14242.150391
	Iteration 17Q: 3 clusters Score -2.545349e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 111502 members 
Entering Unmasked Estep 
Score: -25453586.000000 Penalty: 14242.150391
	Iteration 18Q: 3 clusters Score -2.545359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 111523 members 
Entering Unmasked Estep 
Score: -25453630.000000 Penalty: 14242.150391
	Iteration 19Q: 3 clusters Score -2.545363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 111532 members 
Entering Unmasked Estep 
Score: -25453632.000000 Penalty: 14242.150391
	Iteration 20F: 3 clusters Score -2.545363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 111538 members 
Entering Unmasked Estep 
Score: -25453656.000000 Penalty: 14242.150391
	Iteration 21Q: 3 clusters Score -2.545366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 111543 members 
Entering Unmasked Estep 
Score: -25453670.000000 Penalty: 14242.150391
	Iteration 22Q: 3 clusters Score -2.545367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 111547 members 
Entering Unmasked Estep 
Score: -25453704.000000 Penalty: 14242.150391
	Iteration 23Q: 3 clusters Score -2.54537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 111550 members 
Entering Unmasked Estep 
Score: -25453692.000000 Penalty: 14242.150391
	Iteration 24Q: 3 clusters Score -2.545369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 111550 members 
Entering Unmasked Estep 
Score: -25453692.000000 Penalty: 14242.150391
	Iteration 25F: 3 clusters Score -2.545369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Entering Unmasked Estep 
Score: -6992136.000000 Penalty: 6356.875488
	Iteration 0F: 2 clusters Score -6992136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -6968064.500000 Penalty: 12713.750977
	Iteration 0F: 3 clusters Score -6968064 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -6975702.000000 Penalty: 12713.750977
	Iteration 1F: 3 clusters Score -6975702 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -6977193.500000 Penalty: 12713.750977
	Iteration 2F: 3 clusters Score -6977194 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -6978968.500000 Penalty: 12713.750977
	Iteration 3F: 3 clusters Score -6978968 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -6980969.500000 Penalty: 12713.750977
	Iteration 4F: 3 clusters Score -6980970 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -6982943.000000 Penalty: 12713.750977
	Iteration 5F: 3 clusters Score -6982943 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -6984688.000000 Penalty: 12713.750977
	Iteration 6F: 3 clusters Score -6984688 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -6986057.500000 Penalty: 12713.750977
	Iteration 7F: 3 clusters Score -6986058 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -6987093.000000 Penalty: 12713.750977
	Iteration 8Q: 3 clusters Score -6987093 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -6987852.500000 Penalty: 12713.750977
	Iteration 9Q: 3 clusters Score -6987852 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -6988401.500000 Penalty: 12713.750977
	Iteration 10Q: 3 clusters Score -6988402 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -6988832.000000 Penalty: 12713.750977
	Iteration 11Q: 3 clusters Score -6988832 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -6989202.000000 Penalty: 12713.750977
	Iteration 12Q: 3 clusters Score -6989202 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -6989545.000000 Penalty: 12713.750977
	Iteration 13Q: 3 clusters Score -6989545 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -6989821.500000 Penalty: 12713.750977
	Iteration 14Q: 3 clusters Score -6989822 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -6990064.500000 Penalty: 12713.750977
	Iteration 15Q: 3 clusters Score -6990064 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -6990256.500000 Penalty: 12713.750977
	Iteration 16Q: 3 clusters Score -6990256 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -6990401.000000 Penalty: 12713.750977
	Iteration 17Q: 3 clusters Score -6990401 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -6990511.500000 Penalty: 12713.750977
	Iteration 18Q: 3 clusters Score -6990512 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -6990615.000000 Penalty: 12713.750977
	Iteration 19Q: 3 clusters Score -6990615 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -6990659.000000 Penalty: 12713.750977
	Iteration 20F: 3 clusters Score -6990659 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -6990737.500000 Penalty: 12713.750977
	Iteration 21Q: 3 clusters Score -6990738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -6990757.500000 Penalty: 12713.750977
	Iteration 22Q: 3 clusters Score -6990758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -6990769.000000 Penalty: 12713.750977
	Iteration 23Q: 3 clusters Score -6990769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -6990756.000000 Penalty: 12713.750977
	Iteration 24Q: 3 clusters Score -6990756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -6990767.000000 Penalty: 12713.750977
	Iteration 25Q: 3 clusters Score -6990767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -6990788.500000 Penalty: 12713.750977
	Iteration 26Q: 3 clusters Score -6990788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -6990807.000000 Penalty: 12713.750977
	Iteration 27Q: 3 clusters Score -6990807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -6990806.000000 Penalty: 12713.750977
	Iteration 28Q: 3 clusters Score -6990806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -6990816.000000 Penalty: 12713.750977
	Iteration 29Q: 3 clusters Score -6990816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -6990818.500000 Penalty: 12713.750977
	Iteration 30Q: 3 clusters Score -6990818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -6990813.000000 Penalty: 12713.750977
	Iteration 31Q: 3 clusters Score -6990813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -6990816.500000 Penalty: 12713.750977
	Iteration 32Q: 3 clusters Score -6990816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -6990833.000000 Penalty: 12713.750977
	Iteration 33Q: 3 clusters Score -6990833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -6990823.000000 Penalty: 12713.750977
	Iteration 34Q: 3 clusters Score -6990823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -6990824.500000 Penalty: 12713.750977
	Iteration 35Q: 3 clusters Score -6990824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -6990825.000000 Penalty: 12713.750977
	Iteration 36Q: 3 clusters Score -6990825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6990824.500000 Penalty: 12713.750977
	Iteration 37Q: 3 clusters Score -6990824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -6990828.000000 Penalty: 12713.750977
	Iteration 38Q: 3 clusters Score -6990828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -6990831.000000 Penalty: 12713.750977
	Iteration 39Q: 3 clusters Score -6990831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -6990828.500000 Penalty: 12713.750977
	Iteration 40F: 3 clusters Score -6990828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -6990834.000000 Penalty: 12713.750977
	Iteration 41Q: 3 clusters Score -6990834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -6990828.500000 Penalty: 12713.750977
	Iteration 42Q: 3 clusters Score -6990828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -6990823.500000 Penalty: 12713.750977
	Iteration 43Q: 3 clusters Score -6990824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -6990823.500000 Penalty: 12713.750977
	Iteration 44F: 3 clusters Score -6990824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143756 members 
Entering Unmasked Estep 
Score: -32813468.000000 Penalty: 7273.972168
	Iteration 0F: 2 clusters Score -3.281347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -32726092.000000 Penalty: 14547.944336
	Iteration 0F: 3 clusters Score -3.272609e+07 nChanged 66898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 69650 members 
Entering Unmasked Estep 
Score: -32763606.000000 Penalty: 14547.944336
	Iteration 1F: 3 clusters Score -3.276361e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -32765074.000000 Penalty: 14547.944336
	Iteration 2Q: 3 clusters Score -3.276507e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -32767026.000000 Penalty: 14547.944336
	Iteration 3Q: 3 clusters Score -3.276703e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -32769314.000000 Penalty: 14547.944336
	Iteration 4Q: 3 clusters Score -3.276931e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -32772604.000000 Penalty: 14547.944336
	Iteration 5Q: 3 clusters Score -3.27726e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87567 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -32777528.000000 Penalty: 14547.944336
	Iteration 6F: 3 clusters Score -3.277753e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -32783428.000000 Penalty: 14547.944336
	Iteration 7F: 3 clusters Score -3.278343e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98862 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -32790026.000000 Penalty: 14547.944336
	Iteration 8F: 3 clusters Score -3.279003e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104058 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -32796548.000000 Penalty: 14547.944336
	Iteration 9F: 3 clusters Score -3.279655e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -32801482.000000 Penalty: 14547.944336
	Iteration 10Q: 3 clusters Score -3.280148e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110210 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -32804662.000000 Penalty: 14547.944336
	Iteration 11Q: 3 clusters Score -3.280466e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -32806462.000000 Penalty: 14547.944336
	Iteration 12Q: 3 clusters Score -3.280646e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113749 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -32807592.000000 Penalty: 14547.944336
	Iteration 13Q: 3 clusters Score -3.280759e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -32808462.000000 Penalty: 14547.944336
	Iteration 14Q: 3 clusters Score -3.280846e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116723 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -32809328.000000 Penalty: 14547.944336
	Iteration 15Q: 3 clusters Score -3.280933e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -32810004.000000 Penalty: 14547.944336
	Iteration 16Q: 3 clusters Score -3.281e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -32810328.000000 Penalty: 14547.944336
	Iteration 17Q: 3 clusters Score -3.281033e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -32810558.000000 Penalty: 14547.944336
	Iteration 18Q: 3 clusters Score -3.281056e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121847 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -32810808.000000 Penalty: 14547.944336
	Iteration 19Q: 3 clusters Score -3.281081e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123035 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -32810996.000000 Penalty: 14547.944336
	Iteration 20F: 3 clusters Score -3.2811e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124100 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -32811254.000000 Penalty: 14547.944336
	Iteration 21Q: 3 clusters Score -3.281125e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125085 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -32811300.000000 Penalty: 14547.944336
	Iteration 22Q: 3 clusters Score -3.28113e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126042 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -32811400.000000 Penalty: 14547.944336
	Iteration 23Q: 3 clusters Score -3.28114e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126856 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -32811544.000000 Penalty: 14547.944336
	Iteration 24Q: 3 clusters Score -3.281154e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127642 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -32811622.000000 Penalty: 14547.944336
	Iteration 25Q: 3 clusters Score -3.281162e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -32811650.000000 Penalty: 14547.944336
	Iteration 26Q: 3 clusters Score -3.281165e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128951 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -32811646.000000 Penalty: 14547.944336
	Iteration 27Q: 3 clusters Score -3.281165e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129481 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -32811694.000000 Penalty: 14547.944336
	Iteration 28Q: 3 clusters Score -3.281169e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129936 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -32811722.000000 Penalty: 14547.944336
	Iteration 29Q: 3 clusters Score -3.281172e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130316 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -32811696.000000 Penalty: 14547.944336
	Iteration 30Q: 3 clusters Score -3.28117e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130676 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -32811732.000000 Penalty: 14547.944336
	Iteration 31Q: 3 clusters Score -3.281173e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131014 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -32811720.000000 Penalty: 14547.944336
	Iteration 32Q: 3 clusters Score -3.281172e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131323 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -32811720.000000 Penalty: 14547.944336
	Iteration 33Q: 3 clusters Score -3.281172e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131620 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -32811728.000000 Penalty: 14547.944336
	Iteration 34Q: 3 clusters Score -3.281173e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131875 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -32811732.000000 Penalty: 14547.944336
	Iteration 35Q: 3 clusters Score -3.281173e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132091 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -32811764.000000 Penalty: 14547.944336
	Iteration 36Q: 3 clusters Score -3.281176e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132307 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -32811766.000000 Penalty: 14547.944336
	Iteration 37Q: 3 clusters Score -3.281177e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132484 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -32811838.000000 Penalty: 14547.944336
	Iteration 38Q: 3 clusters Score -3.281184e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132627 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -32811782.000000 Penalty: 14547.944336
	Iteration 39Q: 3 clusters Score -3.281178e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132759 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -32811806.000000 Penalty: 14547.944336
	Iteration 40F: 3 clusters Score -3.281181e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132896 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -32811738.000000 Penalty: 14547.944336
	Iteration 41Q: 3 clusters Score -3.281174e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133025 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -32811756.000000 Penalty: 14547.944336
	Iteration 42Q: 3 clusters Score -3.281176e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133136 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -32811798.000000 Penalty: 14547.944336
	Iteration 43Q: 3 clusters Score -3.28118e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133241 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -32811740.000000 Penalty: 14547.944336
	Iteration 44Q: 3 clusters Score -3.281174e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133329 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -32811706.000000 Penalty: 14547.944336
	Iteration 45Q: 3 clusters Score -3.281171e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133436 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -32811706.000000 Penalty: 14547.944336
	Iteration 46Q: 3 clusters Score -3.281171e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133544 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -32811640.000000 Penalty: 14547.944336
	Iteration 47Q: 3 clusters Score -3.281164e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133638 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -32811662.000000 Penalty: 14547.944336
	Iteration 48Q: 3 clusters Score -3.281166e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133735 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -32811604.000000 Penalty: 14547.944336
	Iteration 49Q: 3 clusters Score -3.28116e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133824 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -32811620.000000 Penalty: 14547.944336
	Iteration 50Q: 3 clusters Score -3.281162e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133914 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -32811604.000000 Penalty: 14547.944336
	Iteration 51Q: 3 clusters Score -3.28116e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134004 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -32811602.000000 Penalty: 14547.944336
	Iteration 52Q: 3 clusters Score -3.28116e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134095 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -32811620.000000 Penalty: 14547.944336
	Iteration 53Q: 3 clusters Score -3.281162e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134179 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -32811628.000000 Penalty: 14547.944336
	Iteration 54Q: 3 clusters Score -3.281163e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134249 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -32811590.000000 Penalty: 14547.944336
	Iteration 55Q: 3 clusters Score -3.281159e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134333 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -32811600.000000 Penalty: 14547.944336
	Iteration 56Q: 3 clusters Score -3.28116e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -32811604.000000 Penalty: 14547.944336
	Iteration 57Q: 3 clusters Score -3.28116e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134507 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -32811614.000000 Penalty: 14547.944336
	Iteration 58Q: 3 clusters Score -3.281161e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134582 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -32811580.000000 Penalty: 14547.944336
	Iteration 59Q: 3 clusters Score -3.281158e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134653 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -32811598.000000 Penalty: 14547.944336
	Iteration 60F: 3 clusters Score -3.28116e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134737 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -32811612.000000 Penalty: 14547.944336
	Iteration 61Q: 3 clusters Score -3.281161e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134814 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -32811554.000000 Penalty: 14547.944336
	Iteration 62Q: 3 clusters Score -3.281155e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134869 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -32811572.000000 Penalty: 14547.944336
	Iteration 63Q: 3 clusters Score -3.281157e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134935 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -32811546.000000 Penalty: 14547.944336
	Iteration 64Q: 3 clusters Score -3.281155e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134992 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -32811492.000000 Penalty: 14547.944336
	Iteration 65Q: 3 clusters Score -3.281149e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135045 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -32811500.000000 Penalty: 14547.944336
	Iteration 66Q: 3 clusters Score -3.28115e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135092 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -32811464.000000 Penalty: 14547.944336
	Iteration 67Q: 3 clusters Score -3.281146e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135140 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -32811480.000000 Penalty: 14547.944336
	Iteration 68Q: 3 clusters Score -3.281148e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135174 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -32811478.000000 Penalty: 14547.944336
	Iteration 69Q: 3 clusters Score -3.281148e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -32811462.000000 Penalty: 14547.944336
	Iteration 70Q: 3 clusters Score -3.281146e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135265 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -32811486.000000 Penalty: 14547.944336
	Iteration 71Q: 3 clusters Score -3.281149e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135301 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -32811474.000000 Penalty: 14547.944336
	Iteration 72Q: 3 clusters Score -3.281147e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135332 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -32811490.000000 Penalty: 14547.944336
	Iteration 73Q: 3 clusters Score -3.281149e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135367 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -32811462.000000 Penalty: 14547.944336
	Iteration 74Q: 3 clusters Score -3.281146e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135401 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -32811454.000000 Penalty: 14547.944336
	Iteration 75Q: 3 clusters Score -3.281145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135427 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -32811472.000000 Penalty: 14547.944336
	Iteration 76Q: 3 clusters Score -3.281147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135444 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -32811478.000000 Penalty: 14547.944336
	Iteration 77Q: 3 clusters Score -3.281148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135460 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -32811504.000000 Penalty: 14547.944336
	Iteration 78Q: 3 clusters Score -3.28115e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135476 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -32811476.000000 Penalty: 14547.944336
	Iteration 79Q: 3 clusters Score -3.281148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135491 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -32811486.000000 Penalty: 14547.944336
	Iteration 80F: 3 clusters Score -3.281149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135506 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -32811510.000000 Penalty: 14547.944336
	Iteration 81Q: 3 clusters Score -3.281151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135522 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -32811488.000000 Penalty: 14547.944336
	Iteration 82Q: 3 clusters Score -3.281149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135529 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -32811466.000000 Penalty: 14547.944336
	Iteration 83Q: 3 clusters Score -3.281147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135540 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -32811468.000000 Penalty: 14547.944336
	Iteration 84Q: 3 clusters Score -3.281147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135553 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -32811488.000000 Penalty: 14547.944336
	Iteration 85Q: 3 clusters Score -3.281149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135565 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -32811482.000000 Penalty: 14547.944336
	Iteration 86Q: 3 clusters Score -3.281148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135582 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -32811504.000000 Penalty: 14547.944336
	Iteration 87Q: 3 clusters Score -3.28115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135597 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -32811490.000000 Penalty: 14547.944336
	Iteration 88Q: 3 clusters Score -3.281149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135612 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -32811508.000000 Penalty: 14547.944336
	Iteration 89Q: 3 clusters Score -3.281151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135628 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -32811502.000000 Penalty: 14547.944336
	Iteration 90Q: 3 clusters Score -3.28115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135641 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -32811490.000000 Penalty: 14547.944336
	Iteration 91Q: 3 clusters Score -3.281149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135652 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -32811492.000000 Penalty: 14547.944336
	Iteration 92Q: 3 clusters Score -3.281149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135666 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -32811490.000000 Penalty: 14547.944336
	Iteration 93Q: 3 clusters Score -3.281149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135672 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -32811498.000000 Penalty: 14547.944336
	Iteration 94Q: 3 clusters Score -3.28115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135677 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -32811488.000000 Penalty: 14547.944336
	Iteration 95Q: 3 clusters Score -3.281149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135683 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -32811498.000000 Penalty: 14547.944336
	Iteration 96Q: 3 clusters Score -3.28115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135692 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -32811498.000000 Penalty: 14547.944336
	Iteration 97Q: 3 clusters Score -3.28115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135696 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -32811516.000000 Penalty: 14547.944336
	Iteration 98Q: 3 clusters Score -3.281152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135696 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -32811526.000000 Penalty: 14547.944336
	Iteration 99Q: 3 clusters Score -3.281153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135698 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -32811526.000000 Penalty: 14547.944336
	Iteration 100F: 3 clusters Score -3.281153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135701 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -32811530.000000 Penalty: 14547.944336
	Iteration 101Q: 3 clusters Score -3.281153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -32811522.000000 Penalty: 14547.944336
	Iteration 102Q: 3 clusters Score -3.281152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135711 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -32811528.000000 Penalty: 14547.944336
	Iteration 103Q: 3 clusters Score -3.281153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135719 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -32811520.000000 Penalty: 14547.944336
	Iteration 104Q: 3 clusters Score -3.281152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135726 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -32811508.000000 Penalty: 14547.944336
	Iteration 105Q: 3 clusters Score -3.281151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135738 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -32811508.000000 Penalty: 14547.944336
	Iteration 106Q: 3 clusters Score -3.281151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135745 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -32811512.000000 Penalty: 14547.944336
	Iteration 107Q: 3 clusters Score -3.281151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135753 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -32811488.000000 Penalty: 14547.944336
	Iteration 108Q: 3 clusters Score -3.281149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135769 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -32811480.000000 Penalty: 14547.944336
	Iteration 109Q: 3 clusters Score -3.281148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135784 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -32811490.000000 Penalty: 14547.944336
	Iteration 110Q: 3 clusters Score -3.281149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135795 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -32811492.000000 Penalty: 14547.944336
	Iteration 111Q: 3 clusters Score -3.281149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135801 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -32811484.000000 Penalty: 14547.944336
	Iteration 112Q: 3 clusters Score -3.281148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135806 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -32811498.000000 Penalty: 14547.944336
	Iteration 113Q: 3 clusters Score -3.28115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135814 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -32811506.000000 Penalty: 14547.944336
	Iteration 114Q: 3 clusters Score -3.281151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135824 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -32811496.000000 Penalty: 14547.944336
	Iteration 115Q: 3 clusters Score -3.28115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135837 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -32811510.000000 Penalty: 14547.944336
	Iteration 116Q: 3 clusters Score -3.281151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135849 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -32811510.000000 Penalty: 14547.944336
	Iteration 117Q: 3 clusters Score -3.281151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135863 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -32811516.000000 Penalty: 14547.944336
	Iteration 118Q: 3 clusters Score -3.281152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135878 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -32811524.000000 Penalty: 14547.944336
	Iteration 119Q: 3 clusters Score -3.281152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135896 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -32811488.000000 Penalty: 14547.944336
	Iteration 120F: 3 clusters Score -3.281149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135911 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -32811496.000000 Penalty: 14547.944336
	Iteration 121Q: 3 clusters Score -3.28115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135926 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -32811502.000000 Penalty: 14547.944336
	Iteration 122Q: 3 clusters Score -3.28115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135936 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -32811508.000000 Penalty: 14547.944336
	Iteration 123Q: 3 clusters Score -3.281151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135944 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -32811504.000000 Penalty: 14547.944336
	Iteration 124Q: 3 clusters Score -3.28115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135956 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -32811488.000000 Penalty: 14547.944336
	Iteration 125Q: 3 clusters Score -3.281149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135965 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -32811522.000000 Penalty: 14547.944336
	Iteration 126Q: 3 clusters Score -3.281152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135975 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -32811510.000000 Penalty: 14547.944336
	Iteration 127Q: 3 clusters Score -3.281151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135993 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -32811506.000000 Penalty: 14547.944336
	Iteration 128Q: 3 clusters Score -3.281151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136009 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -32811506.000000 Penalty: 14547.944336
	Iteration 129Q: 3 clusters Score -3.281151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136035 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -32811530.000000 Penalty: 14547.944336
	Iteration 130Q: 3 clusters Score -3.281153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136060 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -32811522.000000 Penalty: 14547.944336
	Iteration 131Q: 3 clusters Score -3.281152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136079 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -32811512.000000 Penalty: 14547.944336
	Iteration 132Q: 3 clusters Score -3.281151e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136100 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -32811486.000000 Penalty: 14547.944336
	Iteration 133Q: 3 clusters Score -3.281149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -32811514.000000 Penalty: 14547.944336
	Iteration 134Q: 3 clusters Score -3.281151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136135 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -32811516.000000 Penalty: 14547.944336
	Iteration 135Q: 3 clusters Score -3.281152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -32811522.000000 Penalty: 14547.944336
	Iteration 136Q: 3 clusters Score -3.281152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136179 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -32811506.000000 Penalty: 14547.944336
	Iteration 137Q: 3 clusters Score -3.281151e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136206 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -32811490.000000 Penalty: 14547.944336
	Iteration 138Q: 3 clusters Score -3.281149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136223 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -32811526.000000 Penalty: 14547.944336
	Iteration 139Q: 3 clusters Score -3.281153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136235 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -32811484.000000 Penalty: 14547.944336
	Iteration 140F: 3 clusters Score -3.281148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136246 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -32811504.000000 Penalty: 14547.944336
	Iteration 141Q: 3 clusters Score -3.28115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136258 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -32811496.000000 Penalty: 14547.944336
	Iteration 142Q: 3 clusters Score -3.28115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136270 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -32811512.000000 Penalty: 14547.944336
	Iteration 143Q: 3 clusters Score -3.281151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136276 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -32811470.000000 Penalty: 14547.944336
	Iteration 144Q: 3 clusters Score -3.281147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136281 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -32811466.000000 Penalty: 14547.944336
	Iteration 145Q: 3 clusters Score -3.281147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136289 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -32811496.000000 Penalty: 14547.944336
	Iteration 146Q: 3 clusters Score -3.28115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136296 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -32811478.000000 Penalty: 14547.944336
	Iteration 147Q: 3 clusters Score -3.281148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136301 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -32811490.000000 Penalty: 14547.944336
	Iteration 148Q: 3 clusters Score -3.281149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136304 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -32811502.000000 Penalty: 14547.944336
	Iteration 149Q: 3 clusters Score -3.28115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136307 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -32811486.000000 Penalty: 14547.944336
	Iteration 150Q: 3 clusters Score -3.281149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136309 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -32811488.000000 Penalty: 14547.944336
	Iteration 151Q: 3 clusters Score -3.281149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136311 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -32811478.000000 Penalty: 14547.944336
	Iteration 152Q: 3 clusters Score -3.281148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136312 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -32811490.000000 Penalty: 14547.944336
	Iteration 153Q: 3 clusters Score -3.281149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136313 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -32811480.000000 Penalty: 14547.944336
	Iteration 154Q: 3 clusters Score -3.281148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136315 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -32811462.000000 Penalty: 14547.944336
	Iteration 155Q: 3 clusters Score -3.281146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136315 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -32811462.000000 Penalty: 14547.944336
	Iteration 156F: 3 clusters Score -3.281146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Entering Unmasked Estep 
Score: -11115983.000000 Penalty: 6636.643555
	Iteration 0F: 2 clusters Score -1.111598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -11079629.000000 Penalty: 13273.287109
	Iteration 0F: 3 clusters Score -1.107963e+07 nChanged 22354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -11092098.000000 Penalty: 13273.287109
	Iteration 1F: 3 clusters Score -1.10921e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -11093350.000000 Penalty: 13273.287109
	Iteration 2F: 3 clusters Score -1.109335e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -11094522.000000 Penalty: 13273.287109
	Iteration 3F: 3 clusters Score -1.109452e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -11095639.000000 Penalty: 13273.287109
	Iteration 4Q: 3 clusters Score -1.109564e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -11096845.000000 Penalty: 13273.287109
	Iteration 5Q: 3 clusters Score -1.109684e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -11098010.000000 Penalty: 13273.287109
	Iteration 6Q: 3 clusters Score -1.109801e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -11099251.000000 Penalty: 13273.287109
	Iteration 7Q: 3 clusters Score -1.109925e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -11100531.000000 Penalty: 13273.287109
	Iteration 8Q: 3 clusters Score -1.110053e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -11101698.000000 Penalty: 13273.287109
	Iteration 9Q: 3 clusters Score -1.11017e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -11102879.000000 Penalty: 13273.287109
	Iteration 10Q: 3 clusters Score -1.110288e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -11104195.000000 Penalty: 13273.287109
	Iteration 11Q: 3 clusters Score -1.11042e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -11105452.000000 Penalty: 13273.287109
	Iteration 12Q: 3 clusters Score -1.110545e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -11106718.000000 Penalty: 13273.287109
	Iteration 13Q: 3 clusters Score -1.110672e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -11107661.000000 Penalty: 13273.287109
	Iteration 14Q: 3 clusters Score -1.110766e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -11108429.000000 Penalty: 13273.287109
	Iteration 15Q: 3 clusters Score -1.110843e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -11108940.000000 Penalty: 13273.287109
	Iteration 16Q: 3 clusters Score -1.110894e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -11109312.000000 Penalty: 13273.287109
	Iteration 17Q: 3 clusters Score -1.110931e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -11109633.000000 Penalty: 13273.287109
	Iteration 18Q: 3 clusters Score -1.110963e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -11109855.000000 Penalty: 13273.287109
	Iteration 19Q: 3 clusters Score -1.110986e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -11109985.000000 Penalty: 13273.287109
	Iteration 20F: 3 clusters Score -1.110998e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -11110141.000000 Penalty: 13273.287109
	Iteration 21Q: 3 clusters Score -1.111014e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -11110265.000000 Penalty: 13273.287109
	Iteration 22Q: 3 clusters Score -1.111026e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -11110356.000000 Penalty: 13273.287109
	Iteration 23Q: 3 clusters Score -1.111036e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -11110470.000000 Penalty: 13273.287109
	Iteration 24Q: 3 clusters Score -1.111047e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -11110489.000000 Penalty: 13273.287109
	Iteration 25Q: 3 clusters Score -1.111049e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -11110570.000000 Penalty: 13273.287109
	Iteration 26Q: 3 clusters Score -1.111057e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -11110630.000000 Penalty: 13273.287109
	Iteration 27Q: 3 clusters Score -1.111063e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -11110698.000000 Penalty: 13273.287109
	Iteration 28Q: 3 clusters Score -1.11107e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -11110741.000000 Penalty: 13273.287109
	Iteration 29Q: 3 clusters Score -1.111074e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -11110747.000000 Penalty: 13273.287109
	Iteration 30Q: 3 clusters Score -1.111075e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -11110794.000000 Penalty: 13273.287109
	Iteration 31Q: 3 clusters Score -1.111079e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -11110826.000000 Penalty: 13273.287109
	Iteration 32Q: 3 clusters Score -1.111083e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -11110815.000000 Penalty: 13273.287109
	Iteration 33Q: 3 clusters Score -1.111082e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -11110839.000000 Penalty: 13273.287109
	Iteration 34Q: 3 clusters Score -1.111084e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -11110844.000000 Penalty: 13273.287109
	Iteration 35Q: 3 clusters Score -1.111084e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -11110866.000000 Penalty: 13273.287109
	Iteration 36Q: 3 clusters Score -1.111087e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -11110868.000000 Penalty: 13273.287109
	Iteration 37Q: 3 clusters Score -1.111087e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -11110898.000000 Penalty: 13273.287109
	Iteration 38Q: 3 clusters Score -1.11109e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -11110927.000000 Penalty: 13273.287109
	Iteration 39Q: 3 clusters Score -1.111093e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -11110950.000000 Penalty: 13273.287109
	Iteration 40F: 3 clusters Score -1.111095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -11110939.000000 Penalty: 13273.287109
	Iteration 41Q: 3 clusters Score -1.111094e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -11110958.000000 Penalty: 13273.287109
	Iteration 42Q: 3 clusters Score -1.111096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -11110959.000000 Penalty: 13273.287109
	Iteration 43Q: 3 clusters Score -1.111096e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -11110969.000000 Penalty: 13273.287109
	Iteration 44Q: 3 clusters Score -1.111097e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -11110986.000000 Penalty: 13273.287109
	Iteration 45Q: 3 clusters Score -1.111099e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -11110971.000000 Penalty: 13273.287109
	Iteration 46Q: 3 clusters Score -1.111097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -11110991.000000 Penalty: 13273.287109
	Iteration 47Q: 3 clusters Score -1.111099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -11110994.000000 Penalty: 13273.287109
	Iteration 48Q: 3 clusters Score -1.111099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -11111021.000000 Penalty: 13273.287109
	Iteration 49Q: 3 clusters Score -1.111102e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -11111043.000000 Penalty: 13273.287109
	Iteration 50Q: 3 clusters Score -1.111104e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -11111049.000000 Penalty: 13273.287109
	Iteration 51Q: 3 clusters Score -1.111105e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -11111037.000000 Penalty: 13273.287109
	Iteration 52Q: 3 clusters Score -1.111104e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -11111075.000000 Penalty: 13273.287109
	Iteration 53Q: 3 clusters Score -1.111108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -11111087.000000 Penalty: 13273.287109
	Iteration 54Q: 3 clusters Score -1.111109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -11111082.000000 Penalty: 13273.287109
	Iteration 55Q: 3 clusters Score -1.111108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -11111092.000000 Penalty: 13273.287109
	Iteration 56Q: 3 clusters Score -1.111109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -11111082.000000 Penalty: 13273.287109
	Iteration 57Q: 3 clusters Score -1.111108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -11111109.000000 Penalty: 13273.287109
	Iteration 58Q: 3 clusters Score -1.111111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -11111102.000000 Penalty: 13273.287109
	Iteration 59Q: 3 clusters Score -1.11111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -11111118.000000 Penalty: 13273.287109
	Iteration 60F: 3 clusters Score -1.111112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -11111112.000000 Penalty: 13273.287109
	Iteration 61Q: 3 clusters Score -1.111111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -11111107.000000 Penalty: 13273.287109
	Iteration 62Q: 3 clusters Score -1.111111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -11111105.000000 Penalty: 13273.287109
	Iteration 63Q: 3 clusters Score -1.11111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -11111118.000000 Penalty: 13273.287109
	Iteration 64Q: 3 clusters Score -1.111112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -11111110.000000 Penalty: 13273.287109
	Iteration 65Q: 3 clusters Score -1.111111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -11111117.000000 Penalty: 13273.287109
	Iteration 66Q: 3 clusters Score -1.111112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -11111106.000000 Penalty: 13273.287109
	Iteration 67Q: 3 clusters Score -1.111111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -11111116.000000 Penalty: 13273.287109
	Iteration 68Q: 3 clusters Score -1.111112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -11111106.000000 Penalty: 13273.287109
	Iteration 69Q: 3 clusters Score -1.111111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -11111116.000000 Penalty: 13273.287109
	Iteration 70Q: 3 clusters Score -1.111112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -11111122.000000 Penalty: 13273.287109
	Iteration 71Q: 3 clusters Score -1.111112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -11111115.000000 Penalty: 13273.287109
	Iteration 72Q: 3 clusters Score -1.111112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -11111118.000000 Penalty: 13273.287109
	Iteration 73Q: 3 clusters Score -1.111112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -11111110.000000 Penalty: 13273.287109
	Iteration 74Q: 3 clusters Score -1.111111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -11111109.000000 Penalty: 13273.287109
	Iteration 75Q: 3 clusters Score -1.111111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -11111121.000000 Penalty: 13273.287109
	Iteration 76Q: 3 clusters Score -1.111112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -11111131.000000 Penalty: 13273.287109
	Iteration 77Q: 3 clusters Score -1.111113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -11111131.000000 Penalty: 13273.287109
	Iteration 78Q: 3 clusters Score -1.111113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -11111142.000000 Penalty: 13273.287109
	Iteration 79Q: 3 clusters Score -1.111114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -11111149.000000 Penalty: 13273.287109
	Iteration 80F: 3 clusters Score -1.111115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -11111166.000000 Penalty: 13273.287109
	Iteration 81Q: 3 clusters Score -1.111117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -11111157.000000 Penalty: 13273.287109
	Iteration 82Q: 3 clusters Score -1.111116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -11111168.000000 Penalty: 13273.287109
	Iteration 83Q: 3 clusters Score -1.111117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -11111164.000000 Penalty: 13273.287109
	Iteration 84Q: 3 clusters Score -1.111116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -11111159.000000 Penalty: 13273.287109
	Iteration 85Q: 3 clusters Score -1.111116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -11111159.000000 Penalty: 13273.287109
	Iteration 86F: 3 clusters Score -1.111116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Entering Unmasked Estep 
Score: -7807849.500000 Penalty: 6414.277832
	Iteration 0F: 2 clusters Score -7807850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -7781393.500000 Penalty: 12828.555664
	Iteration 0F: 3 clusters Score -7781394 nChanged 15219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -7789754.000000 Penalty: 12828.555664
	Iteration 1F: 3 clusters Score -7789754 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -7790701.000000 Penalty: 12828.555664
	Iteration 2F: 3 clusters Score -7790701 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -7791536.500000 Penalty: 12828.555664
	Iteration 3F: 3 clusters Score -7791536 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -7792168.000000 Penalty: 12828.555664
	Iteration 4Q: 3 clusters Score -7792168 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -7792768.500000 Penalty: 12828.555664
	Iteration 5Q: 3 clusters Score -7792768 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -7793313.000000 Penalty: 12828.555664
	Iteration 6Q: 3 clusters Score -7793313 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -7793803.000000 Penalty: 12828.555664
	Iteration 7Q: 3 clusters Score -7793803 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -7794274.500000 Penalty: 12828.555664
	Iteration 8Q: 3 clusters Score -7794274 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -7794825.000000 Penalty: 12828.555664
	Iteration 9Q: 3 clusters Score -7794825 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -7795414.000000 Penalty: 12828.555664
	Iteration 10Q: 3 clusters Score -7795414 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -7795946.500000 Penalty: 12828.555664
	Iteration 11Q: 3 clusters Score -7795946 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -7796509.000000 Penalty: 12828.555664
	Iteration 12Q: 3 clusters Score -7796509 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -7797069.000000 Penalty: 12828.555664
	Iteration 13Q: 3 clusters Score -7797069 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -7797600.000000 Penalty: 12828.555664
	Iteration 14Q: 3 clusters Score -7797600 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -7798126.000000 Penalty: 12828.555664
	Iteration 15Q: 3 clusters Score -7798126 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -7798638.000000 Penalty: 12828.555664
	Iteration 16Q: 3 clusters Score -7798638 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -7799140.000000 Penalty: 12828.555664
	Iteration 17Q: 3 clusters Score -7799140 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -7799613.000000 Penalty: 12828.555664
	Iteration 18Q: 3 clusters Score -7799613 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -7800017.000000 Penalty: 12828.555664
	Iteration 19Q: 3 clusters Score -7800017 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -7800442.000000 Penalty: 12828.555664
	Iteration 20F: 3 clusters Score -7800442 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -7800890.000000 Penalty: 12828.555664
	Iteration 21Q: 3 clusters Score -7800890 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -7801255.000000 Penalty: 12828.555664
	Iteration 22Q: 3 clusters Score -7801255 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -7801556.000000 Penalty: 12828.555664
	Iteration 23Q: 3 clusters Score -7801556 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -7801855.500000 Penalty: 12828.555664
	Iteration 24Q: 3 clusters Score -7801856 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -7802057.000000 Penalty: 12828.555664
	Iteration 25Q: 3 clusters Score -7802057 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -7802243.000000 Penalty: 12828.555664
	Iteration 26Q: 3 clusters Score -7802243 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -7802398.500000 Penalty: 12828.555664
	Iteration 27Q: 3 clusters Score -7802398 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -7802522.500000 Penalty: 12828.555664
	Iteration 28Q: 3 clusters Score -7802522 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -7802606.000000 Penalty: 12828.555664
	Iteration 29Q: 3 clusters Score -7802606 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -7802676.000000 Penalty: 12828.555664
	Iteration 30Q: 3 clusters Score -7802676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -7802703.000000 Penalty: 12828.555664
	Iteration 31Q: 3 clusters Score -7802703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -7802743.500000 Penalty: 12828.555664
	Iteration 32Q: 3 clusters Score -7802744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -7802757.000000 Penalty: 12828.555664
	Iteration 33Q: 3 clusters Score -7802757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -7802776.000000 Penalty: 12828.555664
	Iteration 34Q: 3 clusters Score -7802776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7802782.500000 Penalty: 12828.555664
	Iteration 35Q: 3 clusters Score -7802782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -7802792.000000 Penalty: 12828.555664
	Iteration 36Q: 3 clusters Score -7802792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -7802820.000000 Penalty: 12828.555664
	Iteration 37Q: 3 clusters Score -7802820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -7802834.000000 Penalty: 12828.555664
	Iteration 38Q: 3 clusters Score -7802834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -7802831.000000 Penalty: 12828.555664
	Iteration 39Q: 3 clusters Score -7802831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -7802850.500000 Penalty: 12828.555664
	Iteration 40F: 3 clusters Score -7802850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -7802851.500000 Penalty: 12828.555664
	Iteration 41Q: 3 clusters Score -7802852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -7802848.000000 Penalty: 12828.555664
	Iteration 42Q: 3 clusters Score -7802848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -7802855.500000 Penalty: 12828.555664
	Iteration 43Q: 3 clusters Score -7802856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -7802860.500000 Penalty: 12828.555664
	Iteration 44Q: 3 clusters Score -7802860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -7802861.500000 Penalty: 12828.555664
	Iteration 45Q: 3 clusters Score -7802862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -7802867.000000 Penalty: 12828.555664
	Iteration 46Q: 3 clusters Score -7802867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -7802879.500000 Penalty: 12828.555664
	Iteration 47Q: 3 clusters Score -7802880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -7802887.500000 Penalty: 12828.555664
	Iteration 48Q: 3 clusters Score -7802888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -7802901.500000 Penalty: 12828.555664
	Iteration 49Q: 3 clusters Score -7802902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -7802909.500000 Penalty: 12828.555664
	Iteration 50Q: 3 clusters Score -7802910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -7802921.000000 Penalty: 12828.555664
	Iteration 51Q: 3 clusters Score -7802921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -7802913.500000 Penalty: 12828.555664
	Iteration 52Q: 3 clusters Score -7802914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -7802915.000000 Penalty: 12828.555664
	Iteration 53Q: 3 clusters Score -7802915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -7802922.500000 Penalty: 12828.555664
	Iteration 54Q: 3 clusters Score -7802922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -7802930.000000 Penalty: 12828.555664
	Iteration 55Q: 3 clusters Score -7802930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -7802934.500000 Penalty: 12828.555664
	Iteration 56Q: 3 clusters Score -7802934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -7802942.500000 Penalty: 12828.555664
	Iteration 57Q: 3 clusters Score -7802942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -7802940.000000 Penalty: 12828.555664
	Iteration 58Q: 3 clusters Score -7802940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -7802940.500000 Penalty: 12828.555664
	Iteration 59Q: 3 clusters Score -7802940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -7802942.500000 Penalty: 12828.555664
	Iteration 60F: 3 clusters Score -7802942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -7802943.500000 Penalty: 12828.555664
	Iteration 61Q: 3 clusters Score -7802944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -7802937.000000 Penalty: 12828.555664
	Iteration 62Q: 3 clusters Score -7802937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -7802942.000000 Penalty: 12828.555664
	Iteration 63Q: 3 clusters Score -7802942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -7802950.000000 Penalty: 12828.555664
	Iteration 64Q: 3 clusters Score -7802950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -7802952.000000 Penalty: 12828.555664
	Iteration 65Q: 3 clusters Score -7802952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -7802944.000000 Penalty: 12828.555664
	Iteration 66Q: 3 clusters Score -7802944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -7802935.000000 Penalty: 12828.555664
	Iteration 67Q: 3 clusters Score -7802935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -7802932.000000 Penalty: 12828.555664
	Iteration 68Q: 3 clusters Score -7802932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -7802933.000000 Penalty: 12828.555664
	Iteration 69Q: 3 clusters Score -7802933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -7802933.000000 Penalty: 12828.555664
	Iteration 70F: 3 clusters Score -7802933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Entering Unmasked Estep 
Score: -4016467.750000 Penalty: 5984.482910
	Iteration 0F: 2 clusters Score -4016468 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 8737 members 
Entering Unmasked Estep 
Score: -4001429.000000 Penalty: 11968.965820
	Iteration 0F: 3 clusters Score -4001429 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -4005089.500000 Penalty: 11968.965820
	Iteration 1F: 3 clusters Score -4005090 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -4005646.000000 Penalty: 11968.965820
	Iteration 2F: 3 clusters Score -4005646 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -4006005.500000 Penalty: 11968.965820
	Iteration 3Q: 3 clusters Score -4006006 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -4006264.500000 Penalty: 11968.965820
	Iteration 4Q: 3 clusters Score -4006264 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -4006436.000000 Penalty: 11968.965820
	Iteration 5Q: 3 clusters Score -4006436 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -4006583.500000 Penalty: 11968.965820
	Iteration 6Q: 3 clusters Score -4006584 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -4006706.000000 Penalty: 11968.965820
	Iteration 7Q: 3 clusters Score -4006706 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -4006812.500000 Penalty: 11968.965820
	Iteration 8Q: 3 clusters Score -4006812 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -4006886.500000 Penalty: 11968.965820
	Iteration 9Q: 3 clusters Score -4006886 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -4006955.750000 Penalty: 11968.965820
	Iteration 10Q: 3 clusters Score -4006956 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -4007014.500000 Penalty: 11968.965820
	Iteration 11Q: 3 clusters Score -4007014 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -4007062.000000 Penalty: 11968.965820
	Iteration 12Q: 3 clusters Score -4007062 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -4007109.750000 Penalty: 11968.965820
	Iteration 13Q: 3 clusters Score -4007110 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -4007154.500000 Penalty: 11968.965820
	Iteration 14Q: 3 clusters Score -4007154 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -4007190.500000 Penalty: 11968.965820
	Iteration 15Q: 3 clusters Score -4007190 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -4007241.250000 Penalty: 11968.965820
	Iteration 16Q: 3 clusters Score -4007241 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4007279.000000 Penalty: 11968.965820
	Iteration 17Q: 3 clusters Score -4007279 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -4007317.250000 Penalty: 11968.965820
	Iteration 18Q: 3 clusters Score -4007317 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -4007363.000000 Penalty: 11968.965820
	Iteration 19Q: 3 clusters Score -4007363 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -4007413.750000 Penalty: 11968.965820
	Iteration 20F: 3 clusters Score -4007414 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -4007464.750000 Penalty: 11968.965820
	Iteration 21Q: 3 clusters Score -4007465 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -4007497.250000 Penalty: 11968.965820
	Iteration 22Q: 3 clusters Score -4007497 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4007551.500000 Penalty: 11968.965820
	Iteration 23Q: 3 clusters Score -4007552 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -4007620.250000 Penalty: 11968.965820
	Iteration 24Q: 3 clusters Score -4007620 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -4007662.000000 Penalty: 11968.965820
	Iteration 25Q: 3 clusters Score -4007662 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -4007724.000000 Penalty: 11968.965820
	Iteration 26Q: 3 clusters Score -4007724 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4007785.500000 Penalty: 11968.965820
	Iteration 27Q: 3 clusters Score -4007786 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -4007830.500000 Penalty: 11968.965820
	Iteration 28Q: 3 clusters Score -4007830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -4007920.250000 Penalty: 11968.965820
	Iteration 29Q: 3 clusters Score -4007920 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -4007986.000000 Penalty: 11968.965820
	Iteration 30Q: 3 clusters Score -4007986 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4008080.500000 Penalty: 11968.965820
	Iteration 31Q: 3 clusters Score -4008080 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4008218.750000 Penalty: 11968.965820
	Iteration 32Q: 3 clusters Score -4008219 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4008361.500000 Penalty: 11968.965820
	Iteration 33Q: 3 clusters Score -4008362 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4008566.500000 Penalty: 11968.965820
	Iteration 34Q: 3 clusters Score -4008566 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -4008764.250000 Penalty: 11968.965820
	Iteration 35Q: 3 clusters Score -4008764 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -4009013.500000 Penalty: 11968.965820
	Iteration 36Q: 3 clusters Score -4009014 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -4009284.750000 Penalty: 11968.965820
	Iteration 37Q: 3 clusters Score -4009285 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4009563.750000 Penalty: 11968.965820
	Iteration 38Q: 3 clusters Score -4009564 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4009793.500000 Penalty: 11968.965820
	Iteration 39Q: 3 clusters Score -4009794 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4010039.250000 Penalty: 11968.965820
	Iteration 40F: 3 clusters Score -4010039 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4010217.250000 Penalty: 11968.965820
	Iteration 41Q: 3 clusters Score -4010217 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4010399.000000 Penalty: 11968.965820
	Iteration 42Q: 3 clusters Score -4010399 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4010525.750000 Penalty: 11968.965820
	Iteration 43Q: 3 clusters Score -4010526 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4010645.750000 Penalty: 11968.965820
	Iteration 44Q: 3 clusters Score -4010646 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4010736.000000 Penalty: 11968.965820
	Iteration 45Q: 3 clusters Score -4010736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4010825.250000 Penalty: 11968.965820
	Iteration 46Q: 3 clusters Score -4010825 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4010894.500000 Penalty: 11968.965820
	Iteration 47Q: 3 clusters Score -4010894 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4010947.500000 Penalty: 11968.965820
	Iteration 48Q: 3 clusters Score -4010948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4010993.250000 Penalty: 11968.965820
	Iteration 49Q: 3 clusters Score -4010993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4011029.750000 Penalty: 11968.965820
	Iteration 50Q: 3 clusters Score -4011030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4011062.000000 Penalty: 11968.965820
	Iteration 51Q: 3 clusters Score -4011062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4011092.500000 Penalty: 11968.965820
	Iteration 52Q: 3 clusters Score -4011092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4011119.750000 Penalty: 11968.965820
	Iteration 53Q: 3 clusters Score -4011120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4011143.500000 Penalty: 11968.965820
	Iteration 54Q: 3 clusters Score -4011144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4011152.000000 Penalty: 11968.965820
	Iteration 55Q: 3 clusters Score -4011152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4011162.500000 Penalty: 11968.965820
	Iteration 56Q: 3 clusters Score -4011162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4011163.750000 Penalty: 11968.965820
	Iteration 57Q: 3 clusters Score -4011164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4011164.250000 Penalty: 11968.965820
	Iteration 58Q: 3 clusters Score -4011164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4011172.000000 Penalty: 11968.965820
	Iteration 59Q: 3 clusters Score -4011172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4011177.250000 Penalty: 11968.965820
	Iteration 60F: 3 clusters Score -4011177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4011171.750000 Penalty: 11968.965820
	Iteration 61Q: 3 clusters Score -4011172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4011173.500000 Penalty: 11968.965820
	Iteration 62Q: 3 clusters Score -4011174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4011173.500000 Penalty: 11968.965820
	Iteration 63F: 3 clusters Score -4011174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Entering Unmasked Estep 
Score: -13130410.000000 Penalty: 6712.889160
	Iteration 0F: 2 clusters Score -1.313041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -13090068.000000 Penalty: 13425.778320
	Iteration 0F: 3 clusters Score -1.309007e+07 nChanged 25394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -13103848.000000 Penalty: 13425.778320
	Iteration 1F: 3 clusters Score -1.310385e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -13104758.000000 Penalty: 13425.778320
	Iteration 2Q: 3 clusters Score -1.310476e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -13105439.000000 Penalty: 13425.778320
	Iteration 3Q: 3 clusters Score -1.310544e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -13106163.000000 Penalty: 13425.778320
	Iteration 4Q: 3 clusters Score -1.310616e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -13106996.000000 Penalty: 13425.778320
	Iteration 5Q: 3 clusters Score -1.3107e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -13108026.000000 Penalty: 13425.778320
	Iteration 6Q: 3 clusters Score -1.310803e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -13109416.000000 Penalty: 13425.778320
	Iteration 7Q: 3 clusters Score -1.310942e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -13111127.000000 Penalty: 13425.778320
	Iteration 8F: 3 clusters Score -1.311113e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -13113197.000000 Penalty: 13425.778320
	Iteration 9F: 3 clusters Score -1.31132e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -13115610.000000 Penalty: 13425.778320
	Iteration 10F: 3 clusters Score -1.311561e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -13117959.000000 Penalty: 13425.778320
	Iteration 11F: 3 clusters Score -1.311796e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -13119983.000000 Penalty: 13425.778320
	Iteration 12Q: 3 clusters Score -1.311998e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -13121529.000000 Penalty: 13425.778320
	Iteration 13Q: 3 clusters Score -1.312153e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -13122590.000000 Penalty: 13425.778320
	Iteration 14Q: 3 clusters Score -1.312259e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -13123262.000000 Penalty: 13425.778320
	Iteration 15Q: 3 clusters Score -1.312326e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -13123678.000000 Penalty: 13425.778320
	Iteration 16Q: 3 clusters Score -1.312368e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -13123923.000000 Penalty: 13425.778320
	Iteration 17Q: 3 clusters Score -1.312392e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -13124074.000000 Penalty: 13425.778320
	Iteration 18Q: 3 clusters Score -1.312407e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -13124176.000000 Penalty: 13425.778320
	Iteration 19Q: 3 clusters Score -1.312418e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -13124217.000000 Penalty: 13425.778320
	Iteration 20F: 3 clusters Score -1.312422e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -13124291.000000 Penalty: 13425.778320
	Iteration 21Q: 3 clusters Score -1.312429e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -13124334.000000 Penalty: 13425.778320
	Iteration 22Q: 3 clusters Score -1.312433e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -13124367.000000 Penalty: 13425.778320
	Iteration 23Q: 3 clusters Score -1.312437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -13124402.000000 Penalty: 13425.778320
	Iteration 24Q: 3 clusters Score -1.31244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -13124432.000000 Penalty: 13425.778320
	Iteration 25Q: 3 clusters Score -1.312443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -13124446.000000 Penalty: 13425.778320
	Iteration 26Q: 3 clusters Score -1.312445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -13124450.000000 Penalty: 13425.778320
	Iteration 27Q: 3 clusters Score -1.312445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -13124477.000000 Penalty: 13425.778320
	Iteration 28Q: 3 clusters Score -1.312448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -13124509.000000 Penalty: 13425.778320
	Iteration 29Q: 3 clusters Score -1.312451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -13124542.000000 Penalty: 13425.778320
	Iteration 30Q: 3 clusters Score -1.312454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -13124523.000000 Penalty: 13425.778320
	Iteration 31Q: 3 clusters Score -1.312452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -13124546.000000 Penalty: 13425.778320
	Iteration 32Q: 3 clusters Score -1.312455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -13124567.000000 Penalty: 13425.778320
	Iteration 33Q: 3 clusters Score -1.312457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -13124589.000000 Penalty: 13425.778320
	Iteration 34Q: 3 clusters Score -1.312459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -13124584.000000 Penalty: 13425.778320
	Iteration 35Q: 3 clusters Score -1.312458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -13124600.000000 Penalty: 13425.778320
	Iteration 36Q: 3 clusters Score -1.31246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -13124609.000000 Penalty: 13425.778320
	Iteration 37Q: 3 clusters Score -1.312461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -13124601.000000 Penalty: 13425.778320
	Iteration 38Q: 3 clusters Score -1.31246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -13124620.000000 Penalty: 13425.778320
	Iteration 39Q: 3 clusters Score -1.312462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -13124620.000000 Penalty: 13425.778320
	Iteration 40F: 3 clusters Score -1.312462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (126869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126869 members 
Entering Unmasked Estep 
Score: -29246502.000000 Penalty: 7197.432617
	Iteration 0F: 2 clusters Score -2.92465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -29164010.000000 Penalty: 14394.865234
	Iteration 0F: 3 clusters Score -2.916401e+07 nChanged 58574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -29196424.000000 Penalty: 14394.865234
	Iteration 1F: 3 clusters Score -2.919642e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -29197520.000000 Penalty: 14394.865234
	Iteration 2Q: 3 clusters Score -2.919752e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -29198754.000000 Penalty: 14394.865234
	Iteration 3Q: 3 clusters Score -2.919875e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -29199838.000000 Penalty: 14394.865234
	Iteration 4Q: 3 clusters Score -2.919984e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -29201242.000000 Penalty: 14394.865234
	Iteration 5Q: 3 clusters Score -2.920124e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 59613 members 
Entering Unmasked Estep 
Score: -29202518.000000 Penalty: 14394.865234
	Iteration 6Q: 3 clusters Score -2.920252e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -29204272.000000 Penalty: 14394.865234
	Iteration 7Q: 3 clusters Score -2.920427e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -29206534.000000 Penalty: 14394.865234
	Iteration 8Q: 3 clusters Score -2.920653e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -29209302.000000 Penalty: 14394.865234
	Iteration 9Q: 3 clusters Score -2.92093e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -29212930.000000 Penalty: 14394.865234
	Iteration 10F: 3 clusters Score -2.921293e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -29217300.000000 Penalty: 14394.865234
	Iteration 11F: 3 clusters Score -2.92173e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -29222030.000000 Penalty: 14394.865234
	Iteration 12F: 3 clusters Score -2.922203e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99809 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -29226830.000000 Penalty: 14394.865234
	Iteration 13F: 3 clusters Score -2.922683e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105513 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -29231162.000000 Penalty: 14394.865234
	Iteration 14Q: 3 clusters Score -2.923116e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110105 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -29234812.000000 Penalty: 14394.865234
	Iteration 15Q: 3 clusters Score -2.923481e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113659 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -29237228.000000 Penalty: 14394.865234
	Iteration 16Q: 3 clusters Score -2.923723e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116313 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -29238844.000000 Penalty: 14394.865234
	Iteration 17Q: 3 clusters Score -2.923884e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118195 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -29239784.000000 Penalty: 14394.865234
	Iteration 18Q: 3 clusters Score -2.923978e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119572 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -29240386.000000 Penalty: 14394.865234
	Iteration 19Q: 3 clusters Score -2.924039e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120546 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -29240756.000000 Penalty: 14394.865234
	Iteration 20F: 3 clusters Score -2.924076e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121251 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -29241052.000000 Penalty: 14394.865234
	Iteration 21Q: 3 clusters Score -2.924105e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121722 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -29241242.000000 Penalty: 14394.865234
	Iteration 22Q: 3 clusters Score -2.924124e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122105 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -29241380.000000 Penalty: 14394.865234
	Iteration 23Q: 3 clusters Score -2.924138e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122414 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -29241446.000000 Penalty: 14394.865234
	Iteration 24Q: 3 clusters Score -2.924145e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122671 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -29241550.000000 Penalty: 14394.865234
	Iteration 25Q: 3 clusters Score -2.924155e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122832 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -29241588.000000 Penalty: 14394.865234
	Iteration 26Q: 3 clusters Score -2.924159e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122963 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -29241624.000000 Penalty: 14394.865234
	Iteration 27Q: 3 clusters Score -2.924162e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123068 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -29241688.000000 Penalty: 14394.865234
	Iteration 28Q: 3 clusters Score -2.924169e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123161 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -29241692.000000 Penalty: 14394.865234
	Iteration 29Q: 3 clusters Score -2.924169e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123223 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -29241730.000000 Penalty: 14394.865234
	Iteration 30Q: 3 clusters Score -2.924173e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123266 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -29241754.000000 Penalty: 14394.865234
	Iteration 31Q: 3 clusters Score -2.924175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123299 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -29241788.000000 Penalty: 14394.865234
	Iteration 32Q: 3 clusters Score -2.924179e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -29241748.000000 Penalty: 14394.865234
	Iteration 33Q: 3 clusters Score -2.924175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -29241774.000000 Penalty: 14394.865234
	Iteration 34Q: 3 clusters Score -2.924177e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -29241774.000000 Penalty: 14394.865234
	Iteration 35Q: 3 clusters Score -2.924177e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -29241764.000000 Penalty: 14394.865234
	Iteration 36Q: 3 clusters Score -2.924176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123417 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -29241768.000000 Penalty: 14394.865234
	Iteration 37Q: 3 clusters Score -2.924177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -29241776.000000 Penalty: 14394.865234
	Iteration 38Q: 3 clusters Score -2.924178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123444 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -29241812.000000 Penalty: 14394.865234
	Iteration 39Q: 3 clusters Score -2.924181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123457 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -29241792.000000 Penalty: 14394.865234
	Iteration 40F: 3 clusters Score -2.924179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123463 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -29241790.000000 Penalty: 14394.865234
	Iteration 41Q: 3 clusters Score -2.924179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123466 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -29241788.000000 Penalty: 14394.865234
	Iteration 42Q: 3 clusters Score -2.924179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123467 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -29241784.000000 Penalty: 14394.865234
	Iteration 43Q: 3 clusters Score -2.924178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123467 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -29241784.000000 Penalty: 14394.865234
	Iteration 44F: 3 clusters Score -2.924178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Entering Unmasked Estep 
Score: -4243223.500000 Penalty: 6017.107422
	Iteration 0F: 2 clusters Score -4243224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4227626.000000 Penalty: 12034.214844
	Iteration 0F: 3 clusters Score -4227626 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -4231537.000000 Penalty: 12034.214844
	Iteration 1F: 3 clusters Score -4231537 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4232142.000000 Penalty: 12034.214844
	Iteration 2F: 3 clusters Score -4232142 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4232553.500000 Penalty: 12034.214844
	Iteration 3Q: 3 clusters Score -4232554 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4232845.000000 Penalty: 12034.214844
	Iteration 4Q: 3 clusters Score -4232845 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -4233088.000000 Penalty: 12034.214844
	Iteration 5Q: 3 clusters Score -4233088 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -4233255.000000 Penalty: 12034.214844
	Iteration 6Q: 3 clusters Score -4233255 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -4233388.500000 Penalty: 12034.214844
	Iteration 7Q: 3 clusters Score -4233388 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -4233506.500000 Penalty: 12034.214844
	Iteration 8Q: 3 clusters Score -4233506 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -4233630.500000 Penalty: 12034.214844
	Iteration 9Q: 3 clusters Score -4233630 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4233734.500000 Penalty: 12034.214844
	Iteration 10Q: 3 clusters Score -4233734 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -4233857.000000 Penalty: 12034.214844
	Iteration 11Q: 3 clusters Score -4233857 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -4234002.000000 Penalty: 12034.214844
	Iteration 12Q: 3 clusters Score -4234002 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4234143.500000 Penalty: 12034.214844
	Iteration 13Q: 3 clusters Score -4234144 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -4234335.000000 Penalty: 12034.214844
	Iteration 14Q: 3 clusters Score -4234335 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4234524.000000 Penalty: 12034.214844
	Iteration 15Q: 3 clusters Score -4234524 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4234754.000000 Penalty: 12034.214844
	Iteration 16Q: 3 clusters Score -4234754 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -4235010.500000 Penalty: 12034.214844
	Iteration 17Q: 3 clusters Score -4235010 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4235268.000000 Penalty: 12034.214844
	Iteration 18Q: 3 clusters Score -4235268 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4235555.000000 Penalty: 12034.214844
	Iteration 19Q: 3 clusters Score -4235555 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -4235832.500000 Penalty: 12034.214844
	Iteration 20F: 3 clusters Score -4235832 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4236128.500000 Penalty: 12034.214844
	Iteration 21Q: 3 clusters Score -4236128 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -4236400.500000 Penalty: 12034.214844
	Iteration 22Q: 3 clusters Score -4236400 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -4236651.000000 Penalty: 12034.214844
	Iteration 23Q: 3 clusters Score -4236651 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -4236845.000000 Penalty: 12034.214844
	Iteration 24Q: 3 clusters Score -4236845 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -4237023.000000 Penalty: 12034.214844
	Iteration 25Q: 3 clusters Score -4237023 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4237159.500000 Penalty: 12034.214844
	Iteration 26Q: 3 clusters Score -4237160 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4237273.500000 Penalty: 12034.214844
	Iteration 27Q: 3 clusters Score -4237274 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4237358.500000 Penalty: 12034.214844
	Iteration 28Q: 3 clusters Score -4237358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -4237446.000000 Penalty: 12034.214844
	Iteration 29Q: 3 clusters Score -4237446 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -4237519.500000 Penalty: 12034.214844
	Iteration 30Q: 3 clusters Score -4237520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -4237568.500000 Penalty: 12034.214844
	Iteration 31Q: 3 clusters Score -4237568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4237597.000000 Penalty: 12034.214844
	Iteration 32Q: 3 clusters Score -4237597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4237634.000000 Penalty: 12034.214844
	Iteration 33Q: 3 clusters Score -4237634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -4237656.000000 Penalty: 12034.214844
	Iteration 34Q: 3 clusters Score -4237656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4237688.500000 Penalty: 12034.214844
	Iteration 35Q: 3 clusters Score -4237688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4237724.500000 Penalty: 12034.214844
	Iteration 36Q: 3 clusters Score -4237724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4237744.000000 Penalty: 12034.214844
	Iteration 37Q: 3 clusters Score -4237744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -4237768.000000 Penalty: 12034.214844
	Iteration 38Q: 3 clusters Score -4237768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4237788.500000 Penalty: 12034.214844
	Iteration 39Q: 3 clusters Score -4237788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4237811.000000 Penalty: 12034.214844
	Iteration 40F: 3 clusters Score -4237811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -4237824.000000 Penalty: 12034.214844
	Iteration 41Q: 3 clusters Score -4237824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4237839.500000 Penalty: 12034.214844
	Iteration 42Q: 3 clusters Score -4237840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4237854.500000 Penalty: 12034.214844
	Iteration 43Q: 3 clusters Score -4237854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4237862.000000 Penalty: 12034.214844
	Iteration 44Q: 3 clusters Score -4237862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -4237872.000000 Penalty: 12034.214844
	Iteration 45Q: 3 clusters Score -4237872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -4237881.500000 Penalty: 12034.214844
	Iteration 46Q: 3 clusters Score -4237882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4237890.000000 Penalty: 12034.214844
	Iteration 47Q: 3 clusters Score -4237890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4237901.500000 Penalty: 12034.214844
	Iteration 48Q: 3 clusters Score -4237902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4237901.500000 Penalty: 12034.214844
	Iteration 49Q: 3 clusters Score -4237902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4237904.000000 Penalty: 12034.214844
	Iteration 50Q: 3 clusters Score -4237904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4237919.000000 Penalty: 12034.214844
	Iteration 51Q: 3 clusters Score -4237919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -4237928.500000 Penalty: 12034.214844
	Iteration 52Q: 3 clusters Score -4237928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -4237930.500000 Penalty: 12034.214844
	Iteration 53Q: 3 clusters Score -4237930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4237938.000000 Penalty: 12034.214844
	Iteration 54Q: 3 clusters Score -4237938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4237935.000000 Penalty: 12034.214844
	Iteration 55Q: 3 clusters Score -4237935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4237942.000000 Penalty: 12034.214844
	Iteration 56Q: 3 clusters Score -4237942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4237943.500000 Penalty: 12034.214844
	Iteration 57Q: 3 clusters Score -4237944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -4237949.000000 Penalty: 12034.214844
	Iteration 58Q: 3 clusters Score -4237949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -4237949.000000 Penalty: 12034.214844
	Iteration 59F: 3 clusters Score -4237949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -189555.656250 Penalty: 4175.250488
	Iteration 0F: 2 clusters Score -189555.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -185783.578125 Penalty: 8350.500977
	Iteration 0F: 3 clusters Score -185783.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -186153.828125 Penalty: 8350.500977
	Iteration 1F: 3 clusters Score -186153.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -186307.937500 Penalty: 8350.500977
	Iteration 2F: 3 clusters Score -186307.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -186414.843750 Penalty: 8350.500977
	Iteration 3Q: 3 clusters Score -186414.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -186607.765625 Penalty: 8350.500977
	Iteration 4Q: 3 clusters Score -186607.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -186808.453125 Penalty: 8350.500977
	Iteration 5Q: 3 clusters Score -186808.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -186918.500000 Penalty: 8350.500977
	Iteration 6Q: 3 clusters Score -186918.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -187011.250000 Penalty: 8350.500977
	Iteration 7Q: 3 clusters Score -187011.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187070.375000 Penalty: 8350.500977
	Iteration 8Q: 3 clusters Score -187070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -187108.390625 Penalty: 8350.500977
	Iteration 9Q: 3 clusters Score -187108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -187126.000000 Penalty: 8350.500977
	Iteration 10Q: 3 clusters Score -187126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -187138.000000 Penalty: 8350.500977
	Iteration 11Q: 3 clusters Score -187138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -187152.453125 Penalty: 8350.500977
	Iteration 12Q: 3 clusters Score -187152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -187185.218750 Penalty: 8350.500977
	Iteration 13Q: 3 clusters Score -187185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -187211.718750 Penalty: 8350.500977
	Iteration 14Q: 3 clusters Score -187211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -187315.781250 Penalty: 8350.500977
	Iteration 15Q: 3 clusters Score -187315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187333.546875 Penalty: 8350.500977
	Iteration 16Q: 3 clusters Score -187333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -187340.703125 Penalty: 8350.500977
	Iteration 17Q: 3 clusters Score -187340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -187344.718750 Penalty: 8350.500977
	Iteration 18Q: 3 clusters Score -187344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -187350.671875 Penalty: 8350.500977
	Iteration 19Q: 3 clusters Score -187350.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -187350.671875 Penalty: 8350.500977
	Iteration 20F: 3 clusters Score -187350.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Entering Unmasked Estep 
Score: -1377578.375000 Penalty: 5339.179688
	Iteration 0F: 2 clusters Score -1377578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1369747.625000 Penalty: 10678.359375
	Iteration 0F: 3 clusters Score -1369748 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1371124.625000 Penalty: 10678.359375
	Iteration 1F: 3 clusters Score -1371125 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1371502.625000 Penalty: 10678.359375
	Iteration 2F: 3 clusters Score -1371503 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1371726.750000 Penalty: 10678.359375
	Iteration 3Q: 3 clusters Score -1371727 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1371870.375000 Penalty: 10678.359375
	Iteration 4Q: 3 clusters Score -1371870 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1371966.875000 Penalty: 10678.359375
	Iteration 5Q: 3 clusters Score -1371967 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1372046.625000 Penalty: 10678.359375
	Iteration 6Q: 3 clusters Score -1372047 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1372116.500000 Penalty: 10678.359375
	Iteration 7Q: 3 clusters Score -1372116 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1372174.250000 Penalty: 10678.359375
	Iteration 8Q: 3 clusters Score -1372174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1372225.625000 Penalty: 10678.359375
	Iteration 9Q: 3 clusters Score -1372226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1372271.625000 Penalty: 10678.359375
	Iteration 10Q: 3 clusters Score -1372272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1372316.750000 Penalty: 10678.359375
	Iteration 11Q: 3 clusters Score -1372317 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1372369.500000 Penalty: 10678.359375
	Iteration 12Q: 3 clusters Score -1372370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1372410.000000 Penalty: 10678.359375
	Iteration 13Q: 3 clusters Score -1372410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1372450.875000 Penalty: 10678.359375
	Iteration 14Q: 3 clusters Score -1372451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1372488.125000 Penalty: 10678.359375
	Iteration 15Q: 3 clusters Score -1372488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1372530.625000 Penalty: 10678.359375
	Iteration 16Q: 3 clusters Score -1372531 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1372579.000000 Penalty: 10678.359375
	Iteration 17Q: 3 clusters Score -1372579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1372622.625000 Penalty: 10678.359375
	Iteration 18Q: 3 clusters Score -1372623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1372663.750000 Penalty: 10678.359375
	Iteration 19Q: 3 clusters Score -1372664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1372690.375000 Penalty: 10678.359375
	Iteration 20F: 3 clusters Score -1372690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1372707.625000 Penalty: 10678.359375
	Iteration 21Q: 3 clusters Score -1372708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1372731.250000 Penalty: 10678.359375
	Iteration 22Q: 3 clusters Score -1372731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1372749.875000 Penalty: 10678.359375
	Iteration 23Q: 3 clusters Score -1372750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1372771.125000 Penalty: 10678.359375
	Iteration 24Q: 3 clusters Score -1372771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1372781.250000 Penalty: 10678.359375
	Iteration 25Q: 3 clusters Score -1372781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1372804.250000 Penalty: 10678.359375
	Iteration 26Q: 3 clusters Score -1372804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1372825.875000 Penalty: 10678.359375
	Iteration 27Q: 3 clusters Score -1372826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1372843.500000 Penalty: 10678.359375
	Iteration 28Q: 3 clusters Score -1372844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1372858.875000 Penalty: 10678.359375
	Iteration 29Q: 3 clusters Score -1372859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1372880.875000 Penalty: 10678.359375
	Iteration 30Q: 3 clusters Score -1372881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1372893.625000 Penalty: 10678.359375
	Iteration 31Q: 3 clusters Score -1372894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1372908.375000 Penalty: 10678.359375
	Iteration 32Q: 3 clusters Score -1372908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1372920.875000 Penalty: 10678.359375
	Iteration 33Q: 3 clusters Score -1372921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1372942.250000 Penalty: 10678.359375
	Iteration 34Q: 3 clusters Score -1372942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1372959.125000 Penalty: 10678.359375
	Iteration 35Q: 3 clusters Score -1372959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1372970.875000 Penalty: 10678.359375
	Iteration 36Q: 3 clusters Score -1372971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1372981.375000 Penalty: 10678.359375
	Iteration 37Q: 3 clusters Score -1372981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1372990.250000 Penalty: 10678.359375
	Iteration 38Q: 3 clusters Score -1372990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1373000.125000 Penalty: 10678.359375
	Iteration 39Q: 3 clusters Score -1373000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1373008.000000 Penalty: 10678.359375
	Iteration 40F: 3 clusters Score -1373008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1373018.750000 Penalty: 10678.359375
	Iteration 41Q: 3 clusters Score -1373019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1373030.875000 Penalty: 10678.359375
	Iteration 42Q: 3 clusters Score -1373031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1373034.625000 Penalty: 10678.359375
	Iteration 43Q: 3 clusters Score -1373035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1373042.625000 Penalty: 10678.359375
	Iteration 44Q: 3 clusters Score -1373043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1373052.125000 Penalty: 10678.359375
	Iteration 45Q: 3 clusters Score -1373052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1373057.375000 Penalty: 10678.359375
	Iteration 46Q: 3 clusters Score -1373057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1373059.250000 Penalty: 10678.359375
	Iteration 47Q: 3 clusters Score -1373059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1373064.750000 Penalty: 10678.359375
	Iteration 48Q: 3 clusters Score -1373065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1373066.625000 Penalty: 10678.359375
	Iteration 49Q: 3 clusters Score -1373067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1373069.000000 Penalty: 10678.359375
	Iteration 50Q: 3 clusters Score -1373069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1373071.500000 Penalty: 10678.359375
	Iteration 51Q: 3 clusters Score -1373072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1373071.750000 Penalty: 10678.359375
	Iteration 52Q: 3 clusters Score -1373072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1373074.500000 Penalty: 10678.359375
	Iteration 53Q: 3 clusters Score -1373074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1373080.125000 Penalty: 10678.359375
	Iteration 54Q: 3 clusters Score -1373080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1373088.750000 Penalty: 10678.359375
	Iteration 55Q: 3 clusters Score -1373089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1373096.875000 Penalty: 10678.359375
	Iteration 56Q: 3 clusters Score -1373097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1373099.250000 Penalty: 10678.359375
	Iteration 57Q: 3 clusters Score -1373099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1373108.750000 Penalty: 10678.359375
	Iteration 58Q: 3 clusters Score -1373109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1373118.250000 Penalty: 10678.359375
	Iteration 59Q: 3 clusters Score -1373118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1373125.125000 Penalty: 10678.359375
	Iteration 60F: 3 clusters Score -1373125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1373128.000000 Penalty: 10678.359375
	Iteration 61Q: 3 clusters Score -1373128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1373133.750000 Penalty: 10678.359375
	Iteration 62Q: 3 clusters Score -1373134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1373136.500000 Penalty: 10678.359375
	Iteration 63Q: 3 clusters Score -1373136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1373140.000000 Penalty: 10678.359375
	Iteration 64Q: 3 clusters Score -1373140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1373141.250000 Penalty: 10678.359375
	Iteration 65Q: 3 clusters Score -1373141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1373143.500000 Penalty: 10678.359375
	Iteration 66Q: 3 clusters Score -1373144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1373145.750000 Penalty: 10678.359375
	Iteration 67Q: 3 clusters Score -1373146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1373148.750000 Penalty: 10678.359375
	Iteration 68Q: 3 clusters Score -1373149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1373152.000000 Penalty: 10678.359375
	Iteration 69Q: 3 clusters Score -1373152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1373156.625000 Penalty: 10678.359375
	Iteration 70Q: 3 clusters Score -1373157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1373160.500000 Penalty: 10678.359375
	Iteration 71Q: 3 clusters Score -1373160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1373165.750000 Penalty: 10678.359375
	Iteration 72Q: 3 clusters Score -1373166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1373167.250000 Penalty: 10678.359375
	Iteration 73Q: 3 clusters Score -1373167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1373169.125000 Penalty: 10678.359375
	Iteration 74Q: 3 clusters Score -1373169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1373169.375000 Penalty: 10678.359375
	Iteration 75Q: 3 clusters Score -1373169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1373170.250000 Penalty: 10678.359375
	Iteration 76Q: 3 clusters Score -1373170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1373172.750000 Penalty: 10678.359375
	Iteration 77Q: 3 clusters Score -1373173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1373174.750000 Penalty: 10678.359375
	Iteration 78Q: 3 clusters Score -1373175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1373180.250000 Penalty: 10678.359375
	Iteration 79Q: 3 clusters Score -1373180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1373181.750000 Penalty: 10678.359375
	Iteration 80F: 3 clusters Score -1373182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1373187.500000 Penalty: 10678.359375
	Iteration 81Q: 3 clusters Score -1373188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1373187.750000 Penalty: 10678.359375
	Iteration 82Q: 3 clusters Score -1373188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1373193.125000 Penalty: 10678.359375
	Iteration 83Q: 3 clusters Score -1373193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1373198.000000 Penalty: 10678.359375
	Iteration 84Q: 3 clusters Score -1373198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1373199.500000 Penalty: 10678.359375
	Iteration 85Q: 3 clusters Score -1373200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1373200.000000 Penalty: 10678.359375
	Iteration 86Q: 3 clusters Score -1373200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1373200.625000 Penalty: 10678.359375
	Iteration 87Q: 3 clusters Score -1373201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1373200.875000 Penalty: 10678.359375
	Iteration 88Q: 3 clusters Score -1373201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1373204.250000 Penalty: 10678.359375
	Iteration 89Q: 3 clusters Score -1373204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1373205.625000 Penalty: 10678.359375
	Iteration 90Q: 3 clusters Score -1373206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1373206.250000 Penalty: 10678.359375
	Iteration 91Q: 3 clusters Score -1373206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1373214.875000 Penalty: 10678.359375
	Iteration 92Q: 3 clusters Score -1373215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1373215.000000 Penalty: 10678.359375
	Iteration 93Q: 3 clusters Score -1373215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1373220.625000 Penalty: 10678.359375
	Iteration 94Q: 3 clusters Score -1373221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1373232.000000 Penalty: 10678.359375
	Iteration 95Q: 3 clusters Score -1373232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1373235.125000 Penalty: 10678.359375
	Iteration 96Q: 3 clusters Score -1373235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1373241.250000 Penalty: 10678.359375
	Iteration 97Q: 3 clusters Score -1373241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1373252.250000 Penalty: 10678.359375
	Iteration 98Q: 3 clusters Score -1373252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1373262.125000 Penalty: 10678.359375
	Iteration 99Q: 3 clusters Score -1373262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1373270.875000 Penalty: 10678.359375
	Iteration 100F: 3 clusters Score -1373271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1373283.625000 Penalty: 10678.359375
	Iteration 101Q: 3 clusters Score -1373284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1373298.375000 Penalty: 10678.359375
	Iteration 102Q: 3 clusters Score -1373298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1373316.500000 Penalty: 10678.359375
	Iteration 103Q: 3 clusters Score -1373316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1373340.875000 Penalty: 10678.359375
	Iteration 104Q: 3 clusters Score -1373341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1373379.625000 Penalty: 10678.359375
	Iteration 105Q: 3 clusters Score -1373380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1373418.750000 Penalty: 10678.359375
	Iteration 106Q: 3 clusters Score -1373419 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1373477.625000 Penalty: 10678.359375
	Iteration 107Q: 3 clusters Score -1373478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1373573.250000 Penalty: 10678.359375
	Iteration 108Q: 3 clusters Score -1373573 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1373737.250000 Penalty: 10678.359375
	Iteration 109Q: 3 clusters Score -1373737 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1374044.750000 Penalty: 10678.359375
	Iteration 110Q: 3 clusters Score -1374045 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1374543.125000 Penalty: 10678.359375
	Iteration 111Q: 3 clusters Score -1374543 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1374989.125000 Penalty: 10678.359375
	Iteration 112Q: 3 clusters Score -1374989 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1375216.500000 Penalty: 10678.359375
	Iteration 113Q: 3 clusters Score -1375216 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1375323.625000 Penalty: 10678.359375
	Iteration 114Q: 3 clusters Score -1375324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1375367.125000 Penalty: 10678.359375
	Iteration 115Q: 3 clusters Score -1375367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1375394.750000 Penalty: 10678.359375
	Iteration 116Q: 3 clusters Score -1375395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1375402.125000 Penalty: 10678.359375
	Iteration 117Q: 3 clusters Score -1375402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1375408.000000 Penalty: 10678.359375
	Iteration 118Q: 3 clusters Score -1375408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1375410.625000 Penalty: 10678.359375
	Iteration 119Q: 3 clusters Score -1375411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1375408.750000 Penalty: 10678.359375
	Iteration 120F: 3 clusters Score -1375409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (32432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Entering Unmasked Estep 
Score: -7086700.500000 Penalty: 6361.976562
	Iteration 0F: 2 clusters Score -7086700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -7062513.000000 Penalty: 12723.953125
	Iteration 0F: 3 clusters Score -7062513 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -7069821.000000 Penalty: 12723.953125
	Iteration 1F: 3 clusters Score -7069821 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -7070779.500000 Penalty: 12723.953125
	Iteration 2F: 3 clusters Score -7070780 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -7071608.000000 Penalty: 12723.953125
	Iteration 3F: 3 clusters Score -7071608 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -7072326.000000 Penalty: 12723.953125
	Iteration 4Q: 3 clusters Score -7072326 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -7073031.500000 Penalty: 12723.953125
	Iteration 5Q: 3 clusters Score -7073032 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -7073759.000000 Penalty: 12723.953125
	Iteration 6Q: 3 clusters Score -7073759 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -7074597.500000 Penalty: 12723.953125
	Iteration 7Q: 3 clusters Score -7074598 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -7075449.500000 Penalty: 12723.953125
	Iteration 8Q: 3 clusters Score -7075450 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -7076231.000000 Penalty: 12723.953125
	Iteration 9Q: 3 clusters Score -7076231 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -7076934.000000 Penalty: 12723.953125
	Iteration 10Q: 3 clusters Score -7076934 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -7077534.500000 Penalty: 12723.953125
	Iteration 11Q: 3 clusters Score -7077534 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -7077951.500000 Penalty: 12723.953125
	Iteration 12Q: 3 clusters Score -7077952 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -7078308.500000 Penalty: 12723.953125
	Iteration 13Q: 3 clusters Score -7078308 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -7078593.000000 Penalty: 12723.953125
	Iteration 14Q: 3 clusters Score -7078593 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -7078752.500000 Penalty: 12723.953125
	Iteration 15Q: 3 clusters Score -7078752 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -7078908.000000 Penalty: 12723.953125
	Iteration 16Q: 3 clusters Score -7078908 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -7079021.500000 Penalty: 12723.953125
	Iteration 17Q: 3 clusters Score -7079022 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -7079084.000000 Penalty: 12723.953125
	Iteration 18Q: 3 clusters Score -7079084 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -7079164.000000 Penalty: 12723.953125
	Iteration 19Q: 3 clusters Score -7079164 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -7079210.000000 Penalty: 12723.953125
	Iteration 20F: 3 clusters Score -7079210 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -7079270.500000 Penalty: 12723.953125
	Iteration 21Q: 3 clusters Score -7079270 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -7079285.000000 Penalty: 12723.953125
	Iteration 22Q: 3 clusters Score -7079285 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -7079325.000000 Penalty: 12723.953125
	Iteration 23Q: 3 clusters Score -7079325 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -7079365.000000 Penalty: 12723.953125
	Iteration 24Q: 3 clusters Score -7079365 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -7079391.000000 Penalty: 12723.953125
	Iteration 25Q: 3 clusters Score -7079391 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -7079393.500000 Penalty: 12723.953125
	Iteration 26Q: 3 clusters Score -7079394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -7079400.500000 Penalty: 12723.953125
	Iteration 27Q: 3 clusters Score -7079400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -7079427.500000 Penalty: 12723.953125
	Iteration 28Q: 3 clusters Score -7079428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -7079449.500000 Penalty: 12723.953125
	Iteration 29Q: 3 clusters Score -7079450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -7079449.500000 Penalty: 12723.953125
	Iteration 30Q: 3 clusters Score -7079450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7079450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -7079466.500000 Penalty: 12723.953125
	Iteration 32Q: 3 clusters Score -7079466 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7079479 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7079498 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -7079489.500000 Penalty: 12723.953125
	Iteration 35Q: 3 clusters Score -7079490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -7079504.000000 Penalty: 12723.953125
	Iteration 36Q: 3 clusters Score -7079504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -7079532.500000 Penalty: 12723.953125
	Iteration 37Q: 3 clusters Score -7079532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7079539 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7079534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -7079557.500000 Penalty: 12723.953125
	Iteration 40F: 3 clusters Score -7079558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7079558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -7079568.500000 Penalty: 12723.953125
	Iteration 42Q: 3 clusters Score -7079568 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -7079595.000000 Penalty: 12723.953125
	Iteration 43Q: 3 clusters Score -7079595 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -7079608.500000 Penalty: 12723.953125
	Iteration 44Q: 3 clusters Score -7079608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -7079627.000000 Penalty: 12723.953125
	Iteration 45Q: 3 clusters Score -7079627 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -7079630.000000 Penalty: 12723.953125
	Iteration 46Q: 3 clusters Score -7079630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -7079654.000000 Penalty: 12723.953125
	Iteration 47Q: 3 clusters Score -7079654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -7079650.500000 Penalty: 12723.953125
	Iteration 48Q: 3 clusters Score -7079650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -7079652.500000 Penalty: 12723.953125
	Iteration 49Q: 3 clusters Score -7079652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -7079658.000000 Penalty: 12723.953125
	Iteration 50Q: 3 clusters Score -7079658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -7079682.000000 Penalty: 12723.953125
	Iteration 51Q: 3 clusters Score -7079682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -7079699.500000 Penalty: 12723.953125
	Iteration 52Q: 3 clusters Score -7079700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -7079689.500000 Penalty: 12723.953125
	Iteration 53Q: 3 clusters Score -7079690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -7079700.000000 Penalty: 12723.953125
	Iteration 54Q: 3 clusters Score -7079700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -7079722.000000 Penalty: 12723.953125
	Iteration 55Q: 3 clusters Score -7079722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -7079711.000000 Penalty: 12723.953125
	Iteration 56Q: 3 clusters Score -7079711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -7079719.500000 Penalty: 12723.953125
	Iteration 57Q: 3 clusters Score -7079720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -7079722.500000 Penalty: 12723.953125
	Iteration 58Q: 3 clusters Score -7079722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -7079709.000000 Penalty: 12723.953125
	Iteration 59Q: 3 clusters Score -7079709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -7079727.000000 Penalty: 12723.953125
	Iteration 60F: 3 clusters Score -7079727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -7079750.000000 Penalty: 12723.953125
	Iteration 61Q: 3 clusters Score -7079750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -7079752.500000 Penalty: 12723.953125
	Iteration 62Q: 3 clusters Score -7079752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -7079748.000000 Penalty: 12723.953125
	Iteration 63Q: 3 clusters Score -7079748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -7079761.000000 Penalty: 12723.953125
	Iteration 64Q: 3 clusters Score -7079761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -7079766.500000 Penalty: 12723.953125
	Iteration 65Q: 3 clusters Score -7079766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -7079763.000000 Penalty: 12723.953125
	Iteration 66Q: 3 clusters Score -7079763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -7079768.500000 Penalty: 12723.953125
	Iteration 67Q: 3 clusters Score -7079768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -7079797.500000 Penalty: 12723.953125
	Iteration 68Q: 3 clusters Score -7079798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -7079810.500000 Penalty: 12723.953125
	Iteration 69Q: 3 clusters Score -7079810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -7079830.500000 Penalty: 12723.953125
	Iteration 70Q: 3 clusters Score -7079830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -7079833.500000 Penalty: 12723.953125
	Iteration 71Q: 3 clusters Score -7079834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -7079833.000000 Penalty: 12723.953125
	Iteration 72Q: 3 clusters Score -7079833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -7079847.000000 Penalty: 12723.953125
	Iteration 73Q: 3 clusters Score -7079847 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -7079853.500000 Penalty: 12723.953125
	Iteration 74Q: 3 clusters Score -7079854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -7079862.000000 Penalty: 12723.953125
	Iteration 75Q: 3 clusters Score -7079862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -7079880.000000 Penalty: 12723.953125
	Iteration 76Q: 3 clusters Score -7079880 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -7079879.500000 Penalty: 12723.953125
	Iteration 77Q: 3 clusters Score -7079880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -7079901.000000 Penalty: 12723.953125
	Iteration 78Q: 3 clusters Score -7079901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -7079932.000000 Penalty: 12723.953125
	Iteration 79Q: 3 clusters Score -7079932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -7079937.000000 Penalty: 12723.953125
	Iteration 80F: 3 clusters Score -7079937 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -7079957.500000 Penalty: 12723.953125
	Iteration 81Q: 3 clusters Score -7079958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -7079952.000000 Penalty: 12723.953125
	Iteration 82Q: 3 clusters Score -7079952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -7079977.000000 Penalty: 12723.953125
	Iteration 83Q: 3 clusters Score -7079977 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -7079981.500000 Penalty: 12723.953125
	Iteration 84Q: 3 clusters Score -7079982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -7079993.500000 Penalty: 12723.953125
	Iteration 85Q: 3 clusters Score -7079994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -7080003.500000 Penalty: 12723.953125
	Iteration 86Q: 3 clusters Score -7080004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
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Entering Unmasked Estep 
Score: -7080012.500000 Penalty: 12723.953125
	Iteration 87Q: 3 clusters Score -7080012 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -7080018.000000 Penalty: 12723.953125
	Iteration 88Q: 3 clusters Score -7080018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -7080030.500000 Penalty: 12723.953125
	Iteration 89Q: 3 clusters Score -7080030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -7080029.500000 Penalty: 12723.953125
	Iteration 90Q: 3 clusters Score -7080030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -7080053.500000 Penalty: 12723.953125
	Iteration 91Q: 3 clusters Score -7080054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -7080060.500000 Penalty: 12723.953125
	Iteration 92Q: 3 clusters Score -7080060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -7080063.000000 Penalty: 12723.953125
	Iteration 93Q: 3 clusters Score -7080063 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -7080071.500000 Penalty: 12723.953125
	Iteration 94Q: 3 clusters Score -7080072 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -7080109.500000 Penalty: 12723.953125
	Iteration 95Q: 3 clusters Score -7080110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -7080119.500000 Penalty: 12723.953125
	Iteration 96Q: 3 clusters Score -7080120 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -7080143.000000 Penalty: 12723.953125
	Iteration 97Q: 3 clusters Score -7080143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -7080165.500000 Penalty: 12723.953125
	Iteration 98Q: 3 clusters Score -7080166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -7080212.000000 Penalty: 12723.953125
	Iteration 99Q: 3 clusters Score -7080212 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -7080226.500000 Penalty: 12723.953125
	Iteration 100F: 3 clusters Score -7080226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -7080224.500000 Penalty: 12723.953125
	Iteration 101Q: 3 clusters Score -7080224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -7080232.500000 Penalty: 12723.953125
	Iteration 102Q: 3 clusters Score -7080232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -7080245.500000 Penalty: 12723.953125
	Iteration 103Q: 3 clusters Score -7080246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -7080266.500000 Penalty: 12723.953125
	Iteration 104Q: 3 clusters Score -7080266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -7080271.000000 Penalty: 12723.953125
	Iteration 105Q: 3 clusters Score -7080271 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -7080277.000000 Penalty: 12723.953125
	Iteration 106Q: 3 clusters Score -7080277 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -7080281.500000 Penalty: 12723.953125
	Iteration 107Q: 3 clusters Score -7080282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -7080287.000000 Penalty: 12723.953125
	Iteration 108Q: 3 clusters Score -7080287 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -7080305.500000 Penalty: 12723.953125
	Iteration 109Q: 3 clusters Score -7080306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -7080327.000000 Penalty: 12723.953125
	Iteration 110Q: 3 clusters Score -7080327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -7080351.000000 Penalty: 12723.953125
	Iteration 111Q: 3 clusters Score -7080351 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -7080373.500000 Penalty: 12723.953125
	Iteration 112Q: 3 clusters Score -7080374 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -7080411.500000 Penalty: 12723.953125
	Iteration 113Q: 3 clusters Score -7080412 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -7080428.500000 Penalty: 12723.953125
	Iteration 114Q: 3 clusters Score -7080428 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -7080460.500000 Penalty: 12723.953125
	Iteration 115Q: 3 clusters Score -7080460 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -7080491.000000 Penalty: 12723.953125
	Iteration 116Q: 3 clusters Score -7080491 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -7080522.500000 Penalty: 12723.953125
	Iteration 117Q: 3 clusters Score -7080522 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -7080552.500000 Penalty: 12723.953125
	Iteration 118Q: 3 clusters Score -7080552 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -7080591.500000 Penalty: 12723.953125
	Iteration 119Q: 3 clusters Score -7080592 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -7080639.500000 Penalty: 12723.953125
	Iteration 120F: 3 clusters Score -7080640 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -7080670.000000 Penalty: 12723.953125
	Iteration 121Q: 3 clusters Score -7080670 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -7080742.500000 Penalty: 12723.953125
	Iteration 122Q: 3 clusters Score -7080742 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -7080770.500000 Penalty: 12723.953125
	Iteration 123Q: 3 clusters Score -7080770 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -7080834.500000 Penalty: 12723.953125
	Iteration 124Q: 3 clusters Score -7080834 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -7080896.500000 Penalty: 12723.953125
	Iteration 125Q: 3 clusters Score -7080896 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -7080964.000000 Penalty: 12723.953125
	Iteration 126Q: 3 clusters Score -7080964 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -7081005.000000 Penalty: 12723.953125
	Iteration 127Q: 3 clusters Score -7081005 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -7081060.000000 Penalty: 12723.953125
	Iteration 128Q: 3 clusters Score -7081060 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -7081114.500000 Penalty: 12723.953125
	Iteration 129Q: 3 clusters Score -7081114 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -7081173.000000 Penalty: 12723.953125
	Iteration 130Q: 3 clusters Score -7081173 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -7081231.500000 Penalty: 12723.953125
	Iteration 131Q: 3 clusters Score -7081232 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -7081232.000000 Penalty: 12723.953125
	Iteration 132Q: 3 clusters Score -7081232 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -7081273.000000 Penalty: 12723.953125
	Iteration 133Q: 3 clusters Score -7081273 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -7081328.500000 Penalty: 12723.953125
	Iteration 134Q: 3 clusters Score -7081328 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -7081390.000000 Penalty: 12723.953125
	Iteration 135Q: 3 clusters Score -7081390 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -7081443.500000 Penalty: 12723.953125
	Iteration 136Q: 3 clusters Score -7081444 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -7081497.500000 Penalty: 12723.953125
	Iteration 137Q: 3 clusters Score -7081498 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -7081563.000000 Penalty: 12723.953125
	Iteration 138Q: 3 clusters Score -7081563 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -7081619.500000 Penalty: 12723.953125
	Iteration 139Q: 3 clusters Score -7081620 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -7081695.000000 Penalty: 12723.953125
	Iteration 140F: 3 clusters Score -7081695 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -7081734.500000 Penalty: 12723.953125
	Iteration 141Q: 3 clusters Score -7081734 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -7081827.000000 Penalty: 12723.953125
	Iteration 142Q: 3 clusters Score -7081827 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -7081895.500000 Penalty: 12723.953125
	Iteration 143Q: 3 clusters Score -7081896 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -7082016.000000 Penalty: 12723.953125
	Iteration 144Q: 3 clusters Score -7082016 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -7082104.000000 Penalty: 12723.953125
	Iteration 145Q: 3 clusters Score -7082104 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -7082255.000000 Penalty: 12723.953125
	Iteration 146Q: 3 clusters Score -7082255 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -7082388.000000 Penalty: 12723.953125
	Iteration 147Q: 3 clusters Score -7082388 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -7082596.500000 Penalty: 12723.953125
	Iteration 148Q: 3 clusters Score -7082596 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -7082809.500000 Penalty: 12723.953125
	Iteration 149Q: 3 clusters Score -7082810 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -7083072.000000 Penalty: 12723.953125
	Iteration 150Q: 3 clusters Score -7083072 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -7083273.500000 Penalty: 12723.953125
	Iteration 151Q: 3 clusters Score -7083274 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -7083443.500000 Penalty: 12723.953125
	Iteration 152Q: 3 clusters Score -7083444 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -7083558.500000 Penalty: 12723.953125
	Iteration 153Q: 3 clusters Score -7083558 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -7083631.000000 Penalty: 12723.953125
	Iteration 154Q: 3 clusters Score -7083631 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -7083667.000000 Penalty: 12723.953125
	Iteration 155Q: 3 clusters Score -7083667 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -7083686.500000 Penalty: 12723.953125
	Iteration 156Q: 3 clusters Score -7083686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -7083708.000000 Penalty: 12723.953125
	Iteration 157Q: 3 clusters Score -7083708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -7083732.000000 Penalty: 12723.953125
	Iteration 158Q: 3 clusters Score -7083732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -7083749.000000 Penalty: 12723.953125
	Iteration 159Q: 3 clusters Score -7083749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -7083781.500000 Penalty: 12723.953125
	Iteration 160F: 3 clusters Score -7083782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -7083831.000000 Penalty: 12723.953125
	Iteration 161Q: 3 clusters Score -7083831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -7083865.000000 Penalty: 12723.953125
	Iteration 162Q: 3 clusters Score -7083865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -7083868.000000 Penalty: 12723.953125
	Iteration 163Q: 3 clusters Score -7083868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -7083867.000000 Penalty: 12723.953125
	Iteration 164Q: 3 clusters Score -7083867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -7083860.500000 Penalty: 12723.953125
	Iteration 165Q: 3 clusters Score -7083860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -7083879.500000 Penalty: 12723.953125
	Iteration 166Q: 3 clusters Score -7083880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -7083869.500000 Penalty: 12723.953125
	Iteration 167Q: 3 clusters Score -7083870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -7083870.500000 Penalty: 12723.953125
	Iteration 168Q: 3 clusters Score -7083870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -7083869.500000 Penalty: 12723.953125
	Iteration 169Q: 3 clusters Score -7083870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -7083868.000000 Penalty: 12723.953125
	Iteration 170Q: 3 clusters Score -7083868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -7083873.500000 Penalty: 12723.953125
	Iteration 171Q: 3 clusters Score -7083874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7083871.000000 Penalty: 12723.953125
	Iteration 172Q: 3 clusters Score -7083871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7083871.000000 Penalty: 12723.953125
	Iteration 173F: 3 clusters Score -7083871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Entering Unmasked Estep 
Score: -10859029.000000 Penalty: 6592.594238
	Iteration 0F: 2 clusters Score -1.085903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -10825303.000000 Penalty: 13185.188477
	Iteration 0F: 3 clusters Score -1.08253e+07 nChanged 20739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -10836467.000000 Penalty: 13185.188477
	Iteration 1F: 3 clusters Score -1.083647e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -10837276.000000 Penalty: 13185.188477
	Iteration 2F: 3 clusters Score -1.083728e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -10837921.000000 Penalty: 13185.188477
	Iteration 3Q: 3 clusters Score -1.083792e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -10838375.000000 Penalty: 13185.188477
	Iteration 4Q: 3 clusters Score -1.083838e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -10838829.000000 Penalty: 13185.188477
	Iteration 5Q: 3 clusters Score -1.083883e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -10839333.000000 Penalty: 13185.188477
	Iteration 6Q: 3 clusters Score -1.083933e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -10839840.000000 Penalty: 13185.188477
	Iteration 7Q: 3 clusters Score -1.083984e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -10840403.000000 Penalty: 13185.188477
	Iteration 8Q: 3 clusters Score -1.08404e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -10841245.000000 Penalty: 13185.188477
	Iteration 9Q: 3 clusters Score -1.084124e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -10842219.000000 Penalty: 13185.188477
	Iteration 10Q: 3 clusters Score -1.084222e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -10843327.000000 Penalty: 13185.188477
	Iteration 11Q: 3 clusters Score -1.084333e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -10844459.000000 Penalty: 13185.188477
	Iteration 12Q: 3 clusters Score -1.084446e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -10845526.000000 Penalty: 13185.188477
	Iteration 13Q: 3 clusters Score -1.084553e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -10846537.000000 Penalty: 13185.188477
	Iteration 14Q: 3 clusters Score -1.084654e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -10847306.000000 Penalty: 13185.188477
	Iteration 15Q: 3 clusters Score -1.084731e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -10848035.000000 Penalty: 13185.188477
	Iteration 16Q: 3 clusters Score -1.084804e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -10848859.000000 Penalty: 13185.188477
	Iteration 17Q: 3 clusters Score -1.084886e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -10849519.000000 Penalty: 13185.188477
	Iteration 18Q: 3 clusters Score -1.084952e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -10850187.000000 Penalty: 13185.188477
	Iteration 19Q: 3 clusters Score -1.085019e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -10850758.000000 Penalty: 13185.188477
	Iteration 20F: 3 clusters Score -1.085076e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -10851236.000000 Penalty: 13185.188477
	Iteration 21Q: 3 clusters Score -1.085124e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -10851688.000000 Penalty: 13185.188477
	Iteration 22Q: 3 clusters Score -1.085169e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -10851997.000000 Penalty: 13185.188477
	Iteration 23Q: 3 clusters Score -1.0852e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -10852251.000000 Penalty: 13185.188477
	Iteration 24Q: 3 clusters Score -1.085225e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -10852452.000000 Penalty: 13185.188477
	Iteration 25Q: 3 clusters Score -1.085245e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -10852598.000000 Penalty: 13185.188477
	Iteration 26Q: 3 clusters Score -1.08526e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -10852730.000000 Penalty: 13185.188477
	Iteration 27Q: 3 clusters Score -1.085273e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -10852844.000000 Penalty: 13185.188477
	Iteration 28Q: 3 clusters Score -1.085284e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -10852906.000000 Penalty: 13185.188477
	Iteration 29Q: 3 clusters Score -1.085291e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -10853013.000000 Penalty: 13185.188477
	Iteration 30Q: 3 clusters Score -1.085301e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -10853055.000000 Penalty: 13185.188477
	Iteration 31Q: 3 clusters Score -1.085306e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -10853127.000000 Penalty: 13185.188477
	Iteration 32Q: 3 clusters Score -1.085313e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -10853177.000000 Penalty: 13185.188477
	Iteration 33Q: 3 clusters Score -1.085318e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -10853186.000000 Penalty: 13185.188477
	Iteration 34Q: 3 clusters Score -1.085319e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -10853223.000000 Penalty: 13185.188477
	Iteration 35Q: 3 clusters Score -1.085322e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -10853238.000000 Penalty: 13185.188477
	Iteration 36Q: 3 clusters Score -1.085324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -10853249.000000 Penalty: 13185.188477
	Iteration 37Q: 3 clusters Score -1.085325e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -10853257.000000 Penalty: 13185.188477
	Iteration 38Q: 3 clusters Score -1.085326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -10853272.000000 Penalty: 13185.188477
	Iteration 39Q: 3 clusters Score -1.085327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -10853285.000000 Penalty: 13185.188477
	Iteration 40F: 3 clusters Score -1.085328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -10853274.000000 Penalty: 13185.188477
	Iteration 41Q: 3 clusters Score -1.085327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -10853281.000000 Penalty: 13185.188477
	Iteration 42Q: 3 clusters Score -1.085328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -10853298.000000 Penalty: 13185.188477
	Iteration 43Q: 3 clusters Score -1.08533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -10853300.000000 Penalty: 13185.188477
	Iteration 44Q: 3 clusters Score -1.08533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -10853306.000000 Penalty: 13185.188477
	Iteration 45Q: 3 clusters Score -1.085331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -10853295.000000 Penalty: 13185.188477
	Iteration 46Q: 3 clusters Score -1.08533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -10853307.000000 Penalty: 13185.188477
	Iteration 47Q: 3 clusters Score -1.085331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -10853313.000000 Penalty: 13185.188477
	Iteration 48Q: 3 clusters Score -1.085331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -10853309.000000 Penalty: 13185.188477
	Iteration 49Q: 3 clusters Score -1.085331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -10853311.000000 Penalty: 13185.188477
	Iteration 50Q: 3 clusters Score -1.085331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -10853329.000000 Penalty: 13185.188477
	Iteration 51Q: 3 clusters Score -1.085333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -10853332.000000 Penalty: 13185.188477
	Iteration 52Q: 3 clusters Score -1.085333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -10853341.000000 Penalty: 13185.188477
	Iteration 53Q: 3 clusters Score -1.085334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -10853344.000000 Penalty: 13185.188477
	Iteration 54Q: 3 clusters Score -1.085334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -10853344.000000 Penalty: 13185.188477
	Iteration 55Q: 3 clusters Score -1.085334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -10853348.000000 Penalty: 13185.188477
	Iteration 56Q: 3 clusters Score -1.085335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -10853362.000000 Penalty: 13185.188477
	Iteration 57Q: 3 clusters Score -1.085336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -10853369.000000 Penalty: 13185.188477
	Iteration 58Q: 3 clusters Score -1.085337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -10853374.000000 Penalty: 13185.188477
	Iteration 59Q: 3 clusters Score -1.085337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -10853382.000000 Penalty: 13185.188477
	Iteration 60F: 3 clusters Score -1.085338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -10853385.000000 Penalty: 13185.188477
	Iteration 61Q: 3 clusters Score -1.085338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -10853404.000000 Penalty: 13185.188477
	Iteration 62Q: 3 clusters Score -1.08534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -10853406.000000 Penalty: 13185.188477
	Iteration 63Q: 3 clusters Score -1.085341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -10853393.000000 Penalty: 13185.188477
	Iteration 64Q: 3 clusters Score -1.085339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -10853388.000000 Penalty: 13185.188477
	Iteration 65Q: 3 clusters Score -1.085339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -10853390.000000 Penalty: 13185.188477
	Iteration 66Q: 3 clusters Score -1.085339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -10853390.000000 Penalty: 13185.188477
	Iteration 67Q: 3 clusters Score -1.085339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -10853390.000000 Penalty: 13185.188477
	Iteration 68Q: 3 clusters Score -1.085339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -10853391.000000 Penalty: 13185.188477
	Iteration 69Q: 3 clusters Score -1.085339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -10853388.000000 Penalty: 13185.188477
	Iteration 70Q: 3 clusters Score -1.085339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -10853388.000000 Penalty: 13185.188477
	Iteration 71F: 3 clusters Score -1.085339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -3872037.250000 Penalty: 5983.502441
	Iteration 0F: 2 clusters Score -3872037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3857092.500000 Penalty: 11967.004883
	Iteration 0F: 3 clusters Score -3857092 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3861007.250000 Penalty: 11967.004883
	Iteration 1F: 3 clusters Score -3861007 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3861911.000000 Penalty: 11967.004883
	Iteration 2F: 3 clusters Score -3861911 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3862755.750000 Penalty: 11967.004883
	Iteration 3F: 3 clusters Score -3862756 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3863568.750000 Penalty: 11967.004883
	Iteration 4F: 3 clusters Score -3863569 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3864435.750000 Penalty: 11967.004883
	Iteration 5F: 3 clusters Score -3864436 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3865186.750000 Penalty: 11967.004883
	Iteration 6F: 3 clusters Score -3865187 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3865868.500000 Penalty: 11967.004883
	Iteration 7F: 3 clusters Score -3865868 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3866365.250000 Penalty: 11967.004883
	Iteration 8Q: 3 clusters Score -3866365 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3866705.750000 Penalty: 11967.004883
	Iteration 9Q: 3 clusters Score -3866706 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -3866928.000000 Penalty: 11967.004883
	Iteration 10Q: 3 clusters Score -3866928 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3867092.500000 Penalty: 11967.004883
	Iteration 11Q: 3 clusters Score -3867092 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3867212.250000 Penalty: 11967.004883
	Iteration 12Q: 3 clusters Score -3867212 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3867292.750000 Penalty: 11967.004883
	Iteration 13Q: 3 clusters Score -3867293 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3867367.250000 Penalty: 11967.004883
	Iteration 14Q: 3 clusters Score -3867367 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3867415.000000 Penalty: 11967.004883
	Iteration 15Q: 3 clusters Score -3867415 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3867462.500000 Penalty: 11967.004883
	Iteration 16Q: 3 clusters Score -3867462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3867507.500000 Penalty: 11967.004883
	Iteration 17Q: 3 clusters Score -3867508 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3867531.750000 Penalty: 11967.004883
	Iteration 18Q: 3 clusters Score -3867532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3867551.500000 Penalty: 11967.004883
	Iteration 19Q: 3 clusters Score -3867552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3867563.000000 Penalty: 11967.004883
	Iteration 20F: 3 clusters Score -3867563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3867589.250000 Penalty: 11967.004883
	Iteration 21Q: 3 clusters Score -3867589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3867613.750000 Penalty: 11967.004883
	Iteration 22Q: 3 clusters Score -3867614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3867618.500000 Penalty: 11967.004883
	Iteration 23Q: 3 clusters Score -3867618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3867631.000000 Penalty: 11967.004883
	Iteration 24Q: 3 clusters Score -3867631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3867642.750000 Penalty: 11967.004883
	Iteration 25Q: 3 clusters Score -3867643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3867666.000000 Penalty: 11967.004883
	Iteration 26Q: 3 clusters Score -3867666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3867671.750000 Penalty: 11967.004883
	Iteration 27Q: 3 clusters Score -3867672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3867676.750000 Penalty: 11967.004883
	Iteration 28Q: 3 clusters Score -3867677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3867680.750000 Penalty: 11967.004883
	Iteration 29Q: 3 clusters Score -3867681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3867689.750000 Penalty: 11967.004883
	Iteration 30Q: 3 clusters Score -3867690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3867691.250000 Penalty: 11967.004883
	Iteration 31Q: 3 clusters Score -3867691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3867706.500000 Penalty: 11967.004883
	Iteration 32Q: 3 clusters Score -3867706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3867710.500000 Penalty: 11967.004883
	Iteration 33Q: 3 clusters Score -3867710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3867709.750000 Penalty: 11967.004883
	Iteration 34Q: 3 clusters Score -3867710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3867711.250000 Penalty: 11967.004883
	Iteration 35Q: 3 clusters Score -3867711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3867717.500000 Penalty: 11967.004883
	Iteration 36Q: 3 clusters Score -3867718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3867737.500000 Penalty: 11967.004883
	Iteration 37Q: 3 clusters Score -3867738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3867734.250000 Penalty: 11967.004883
	Iteration 38Q: 3 clusters Score -3867734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3867734.750000 Penalty: 11967.004883
	Iteration 39Q: 3 clusters Score -3867735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3867740.500000 Penalty: 11967.004883
	Iteration 40F: 3 clusters Score -3867740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3867736.750000 Penalty: 11967.004883
	Iteration 41Q: 3 clusters Score -3867737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3867747.750000 Penalty: 11967.004883
	Iteration 42Q: 3 clusters Score -3867748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3867756.500000 Penalty: 11967.004883
	Iteration 43Q: 3 clusters Score -3867756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3867765.500000 Penalty: 11967.004883
	Iteration 44Q: 3 clusters Score -3867766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3867762.500000 Penalty: 11967.004883
	Iteration 45Q: 3 clusters Score -3867762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3867773.750000 Penalty: 11967.004883
	Iteration 46Q: 3 clusters Score -3867774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3867778.000000 Penalty: 11967.004883
	Iteration 47Q: 3 clusters Score -3867778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3867774.750000 Penalty: 11967.004883
	Iteration 48Q: 3 clusters Score -3867775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3867776.500000 Penalty: 11967.004883
	Iteration 49Q: 3 clusters Score -3867776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3867780.250000 Penalty: 11967.004883
	Iteration 50Q: 3 clusters Score -3867780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3867779.750000 Penalty: 11967.004883
	Iteration 51Q: 3 clusters Score -3867780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3867779.500000 Penalty: 11967.004883
	Iteration 52Q: 3 clusters Score -3867780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3867786.000000 Penalty: 11967.004883
	Iteration 53Q: 3 clusters Score -3867786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3867784.250000 Penalty: 11967.004883
	Iteration 54Q: 3 clusters Score -3867784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3867787.750000 Penalty: 11967.004883
	Iteration 55Q: 3 clusters Score -3867788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3867786.000000 Penalty: 11967.004883
	Iteration 56Q: 3 clusters Score -3867786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3867794.500000 Penalty: 11967.004883
	Iteration 57Q: 3 clusters Score -3867794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3867799.250000 Penalty: 11967.004883
	Iteration 58Q: 3 clusters Score -3867799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3867804.750000 Penalty: 11967.004883
	Iteration 59Q: 3 clusters Score -3867805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3867801.250000 Penalty: 11967.004883
	Iteration 60F: 3 clusters Score -3867801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3867804.250000 Penalty: 11967.004883
	Iteration 61Q: 3 clusters Score -3867804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3867811.500000 Penalty: 11967.004883
	Iteration 62Q: 3 clusters Score -3867812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3867805.000000 Penalty: 11967.004883
	Iteration 63Q: 3 clusters Score -3867805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3867810.000000 Penalty: 11967.004883
	Iteration 64Q: 3 clusters Score -3867810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3867813.750000 Penalty: 11967.004883
	Iteration 65Q: 3 clusters Score -3867814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3867809.500000 Penalty: 11967.004883
	Iteration 66Q: 3 clusters Score -3867810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3867809.500000 Penalty: 11967.004883
	Iteration 67F: 3 clusters Score -3867810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 23061 members 
Mstep: Class 3 contains 73073 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17486 members 
Mstep: Class 7 contains 42549 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55654 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92667 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24533 members 
Mstep: Class 15 contains 111999 members 
Mstep: Class 16 contains 32163 members 
Mstep: Class 17 contains 143756 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 19 contains 35323 members 
Mstep: Class 20 contains 17511 members 
Mstep: Class 21 contains 57516 members 
Mstep: Class 22 contains 126869 members 
Mstep: Class 23 contains 18469 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6106 members 
Mstep: Class 26 contains 32432 members 
Mstep: Class 27 contains 47260 members 
Mstep: Class 28 contains 17483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444000.000000 Penalty: 240310.328125
Iteration 199Q: 29 clusters Score -2.72444e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 23060 members 
Mstep: Class 3 contains 73072 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17489 members 
Mstep: Class 7 contains 42546 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55631 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92669 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24530 members 
Mstep: Class 15 contains 112003 members 
Mstep: Class 16 contains 32158 members 
Mstep: Class 17 contains 143756 members 
Mstep: Class 18 contains 50782 members 
Mstep: Class 19 contains 35325 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 57549 members 
Mstep: Class 22 contains 126859 members 
Mstep: Class 23 contains 18469 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6106 members 
Mstep: Class 26 contains 32429 members 
Mstep: Class 27 contains 47259 members 
Mstep: Class 28 contains 17488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443968.000000 Penalty: 240310.328125
Iteration 200F: 29 clusters Score -2.72444e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 23058 members 
Mstep: Class 3 contains 73072 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17494 members 
Mstep: Class 7 contains 42547 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55593 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92669 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24532 members 
Mstep: Class 15 contains 112004 members 
Mstep: Class 16 contains 32155 members 
Mstep: Class 17 contains 143752 members 
Mstep: Class 18 contains 50783 members 
Mstep: Class 19 contains 35326 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 57587 members 
Mstep: Class 22 contains 126847 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32427 members 
Mstep: Class 27 contains 47259 members 
Mstep: Class 28 contains 17493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443968.000000 Penalty: 240310.328125
Iteration 201Q: 29 clusters Score -2.72444e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 23055 members 
Mstep: Class 3 contains 73073 members 
Mstep: Class 4 contains 121265 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17504 members 
Mstep: Class 7 contains 42546 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55565 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92669 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24532 members 
Mstep: Class 15 contains 112002 members 
Mstep: Class 16 contains 32160 members 
Mstep: Class 17 contains 143739 members 
Mstep: Class 18 contains 50781 members 
Mstep: Class 19 contains 35324 members 
Mstep: Class 20 contains 17509 members 
Mstep: Class 21 contains 57625 members 
Mstep: Class 22 contains 126844 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6109 members 
Mstep: Class 26 contains 32424 members 
Mstep: Class 27 contains 47261 members 
Mstep: Class 28 contains 17495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443872.000000 Penalty: 240310.328125
Iteration 202Q: 29 clusters Score -2.724439e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 23056 members 
Mstep: Class 3 contains 73071 members 
Mstep: Class 4 contains 121266 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17514 members 
Mstep: Class 7 contains 42546 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55521 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92670 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24532 members 
Mstep: Class 15 contains 112001 members 
Mstep: Class 16 contains 32158 members 
Mstep: Class 17 contains 143727 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 19 contains 35322 members 
Mstep: Class 20 contains 17508 members 
Mstep: Class 21 contains 57672 members 
Mstep: Class 22 contains 126838 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6109 members 
Mstep: Class 26 contains 32423 members 
Mstep: Class 27 contains 47262 members 
Mstep: Class 28 contains 17502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443776.000000 Penalty: 240310.328125
Iteration 203Q: 29 clusters Score -2.724438e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 23058 members 
Mstep: Class 3 contains 73069 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17515 members 
Mstep: Class 7 contains 42544 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55493 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92672 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24530 members 
Mstep: Class 15 contains 112005 members 
Mstep: Class 16 contains 32152 members 
Mstep: Class 17 contains 143730 members 
Mstep: Class 18 contains 50787 members 
Mstep: Class 19 contains 35320 members 
Mstep: Class 20 contains 17506 members 
Mstep: Class 21 contains 57717 members 
Mstep: Class 22 contains 126826 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6109 members 
Mstep: Class 26 contains 32416 members 
Mstep: Class 27 contains 47267 members 
Mstep: Class 28 contains 17505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443904.000000 Penalty: 240310.328125
Iteration 204Q: 29 clusters Score -2.724439e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 23060 members 
Mstep: Class 3 contains 73069 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17524 members 
Mstep: Class 7 contains 42543 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55470 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92673 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24529 members 
Mstep: Class 15 contains 112004 members 
Mstep: Class 16 contains 32148 members 
Mstep: Class 17 contains 143725 members 
Mstep: Class 18 contains 50786 members 
Mstep: Class 19 contains 35319 members 
Mstep: Class 20 contains 17504 members 
Mstep: Class 21 contains 57749 members 
Mstep: Class 22 contains 126819 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6109 members 
Mstep: Class 26 contains 32409 members 
Mstep: Class 27 contains 47268 members 
Mstep: Class 28 contains 17514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443904.000000 Penalty: 240310.328125
Iteration 205Q: 29 clusters Score -2.724439e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 23060 members 
Mstep: Class 3 contains 73069 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 42543 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55448 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92675 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24527 members 
Mstep: Class 15 contains 112005 members 
Mstep: Class 16 contains 32140 members 
Mstep: Class 17 contains 143719 members 
Mstep: Class 18 contains 50786 members 
Mstep: Class 19 contains 35317 members 
Mstep: Class 20 contains 17504 members 
Mstep: Class 21 contains 57790 members 
Mstep: Class 22 contains 126814 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 6110 members 
Mstep: Class 26 contains 32403 members 
Mstep: Class 27 contains 47267 members 
Mstep: Class 28 contains 17519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444000.000000 Penalty: 240310.328125
Iteration 206Q: 29 clusters Score -2.72444e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 23058 members 
Mstep: Class 3 contains 73066 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17533 members 
Mstep: Class 7 contains 42542 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55430 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92676 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24526 members 
Mstep: Class 15 contains 112007 members 
Mstep: Class 16 contains 32140 members 
Mstep: Class 17 contains 143716 members 
Mstep: Class 18 contains 50789 members 
Mstep: Class 19 contains 35315 members 
Mstep: Class 20 contains 17504 members 
Mstep: Class 21 contains 57810 members 
Mstep: Class 22 contains 126809 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 914 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32392 members 
Mstep: Class 27 contains 47267 members 
Mstep: Class 28 contains 17529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443840.000000 Penalty: 240310.328125
Iteration 207Q: 29 clusters Score -2.724438e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 23061 members 
Mstep: Class 3 contains 73065 members 
Mstep: Class 4 contains 121269 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17539 members 
Mstep: Class 7 contains 42541 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55410 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92678 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24525 members 
Mstep: Class 15 contains 112007 members 
Mstep: Class 16 contains 32136 members 
Mstep: Class 17 contains 143712 members 
Mstep: Class 18 contains 50787 members 
Mstep: Class 19 contains 35314 members 
Mstep: Class 20 contains 17504 members 
Mstep: Class 21 contains 57829 members 
Mstep: Class 22 contains 126807 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32391 members 
Mstep: Class 27 contains 47269 members 
Mstep: Class 28 contains 17532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443936.000000 Penalty: 240310.328125
Iteration 208Q: 29 clusters Score -2.724439e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 23058 members 
Mstep: Class 3 contains 73066 members 
Mstep: Class 4 contains 121268 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17544 members 
Mstep: Class 7 contains 42541 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55394 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92681 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24521 members 
Mstep: Class 15 contains 112006 members 
Mstep: Class 16 contains 32132 members 
Mstep: Class 17 contains 143710 members 
Mstep: Class 18 contains 50787 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 17504 members 
Mstep: Class 21 contains 57848 members 
Mstep: Class 22 contains 126808 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32389 members 
Mstep: Class 27 contains 47269 members 
Mstep: Class 28 contains 17536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443872.000000 Penalty: 240310.328125
Iteration 209Q: 29 clusters Score -2.724439e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 23055 members 
Mstep: Class 3 contains 73064 members 
Mstep: Class 4 contains 121268 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17551 members 
Mstep: Class 7 contains 42543 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55382 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92686 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24518 members 
Mstep: Class 15 contains 112005 members 
Mstep: Class 16 contains 32132 members 
Mstep: Class 17 contains 143707 members 
Mstep: Class 18 contains 50786 members 
Mstep: Class 19 contains 35309 members 
Mstep: Class 20 contains 17503 members 
Mstep: Class 21 contains 57857 members 
Mstep: Class 22 contains 126810 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32388 members 
Mstep: Class 27 contains 47269 members 
Mstep: Class 28 contains 17540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443808.000000 Penalty: 240310.328125
Iteration 210Q: 29 clusters Score -2.724438e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 23056 members 
Mstep: Class 3 contains 73059 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17554 members 
Mstep: Class 7 contains 42543 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55371 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92693 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112005 members 
Mstep: Class 16 contains 32131 members 
Mstep: Class 17 contains 143706 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 19 contains 35308 members 
Mstep: Class 20 contains 17502 members 
Mstep: Class 21 contains 57869 members 
Mstep: Class 22 contains 126806 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32387 members 
Mstep: Class 27 contains 47268 members 
Mstep: Class 28 contains 17548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444000.000000 Penalty: 240310.328125
Iteration 211Q: 29 clusters Score -2.72444e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 23056 members 
Mstep: Class 3 contains 73054 members 
Mstep: Class 4 contains 121266 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17556 members 
Mstep: Class 7 contains 42543 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55358 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92700 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24516 members 
Mstep: Class 15 contains 112009 members 
Mstep: Class 16 contains 32129 members 
Mstep: Class 17 contains 143706 members 
Mstep: Class 18 contains 50785 members 
Mstep: Class 19 contains 35307 members 
Mstep: Class 20 contains 17502 members 
Mstep: Class 21 contains 57882 members 
Mstep: Class 22 contains 126803 members 
Mstep: Class 23 contains 18466 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32383 members 
Mstep: Class 27 contains 47267 members 
Mstep: Class 28 contains 17552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444032.000000 Penalty: 240310.328125
Iteration 212Q: 29 clusters Score -2.72444e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 23055 members 
Mstep: Class 3 contains 73048 members 
Mstep: Class 4 contains 121266 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17558 members 
Mstep: Class 7 contains 42543 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55347 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92709 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24514 members 
Mstep: Class 15 contains 112014 members 
Mstep: Class 16 contains 32129 members 
Mstep: Class 17 contains 143704 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 19 contains 35305 members 
Mstep: Class 20 contains 17502 members 
Mstep: Class 21 contains 57891 members 
Mstep: Class 22 contains 126801 members 
Mstep: Class 23 contains 18466 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32383 members 
Mstep: Class 27 contains 47267 members 
Mstep: Class 28 contains 17554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444192.000000 Penalty: 240310.328125
Iteration 213Q: 29 clusters Score -2.724442e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 23055 members 
Mstep: Class 3 contains 73045 members 
Mstep: Class 4 contains 121265 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17559 members 
Mstep: Class 7 contains 42544 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55337 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92713 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24514 members 
Mstep: Class 15 contains 112019 members 
Mstep: Class 16 contains 32128 members 
Mstep: Class 17 contains 143705 members 
Mstep: Class 18 contains 50785 members 
Mstep: Class 19 contains 35303 members 
Mstep: Class 20 contains 17502 members 
Mstep: Class 21 contains 57904 members 
Mstep: Class 22 contains 126793 members 
Mstep: Class 23 contains 18466 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32383 members 
Mstep: Class 27 contains 47265 members 
Mstep: Class 28 contains 17556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444032.000000 Penalty: 240310.328125
Iteration 214Q: 29 clusters Score -2.72444e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 23055 members 
Mstep: Class 3 contains 73043 members 
Mstep: Class 4 contains 121265 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17559 members 
Mstep: Class 7 contains 42544 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55330 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92715 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24516 members 
Mstep: Class 15 contains 112020 members 
Mstep: Class 16 contains 32127 members 
Mstep: Class 17 contains 143706 members 
Mstep: Class 18 contains 50782 members 
Mstep: Class 19 contains 35305 members 
Mstep: Class 20 contains 17502 members 
Mstep: Class 21 contains 57916 members 
Mstep: Class 22 contains 126788 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32383 members 
Mstep: Class 27 contains 47261 members 
Mstep: Class 28 contains 17557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444096.000000 Penalty: 240310.328125
Iteration 215Q: 29 clusters Score -2.724441e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 23054 members 
Mstep: Class 3 contains 73039 members 
Mstep: Class 4 contains 121265 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17559 members 
Mstep: Class 7 contains 42546 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55322 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92716 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112021 members 
Mstep: Class 16 contains 32128 members 
Mstep: Class 17 contains 143706 members 
Mstep: Class 18 contains 50782 members 
Mstep: Class 19 contains 35306 members 
Mstep: Class 20 contains 17502 members 
Mstep: Class 21 contains 57931 members 
Mstep: Class 22 contains 126785 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32382 members 
Mstep: Class 27 contains 47260 members 
Mstep: Class 28 contains 17555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443872.000000 Penalty: 240310.328125
Iteration 216Q: 29 clusters Score -2.724439e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 23053 members 
Mstep: Class 3 contains 73037 members 
Mstep: Class 4 contains 121265 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17559 members 
Mstep: Class 7 contains 42546 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55313 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92717 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24514 members 
Mstep: Class 15 contains 112022 members 
Mstep: Class 16 contains 32126 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 19 contains 35306 members 
Mstep: Class 20 contains 17501 members 
Mstep: Class 21 contains 57945 members 
Mstep: Class 22 contains 126782 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32381 members 
Mstep: Class 27 contains 47260 members 
Mstep: Class 28 contains 17555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443968.000000 Penalty: 240310.328125
Iteration 217Q: 29 clusters Score -2.72444e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 23053 members 
Mstep: Class 3 contains 73038 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17558 members 
Mstep: Class 7 contains 42546 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55304 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92717 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112023 members 
Mstep: Class 16 contains 32126 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50786 members 
Mstep: Class 19 contains 35306 members 
Mstep: Class 20 contains 17501 members 
Mstep: Class 21 contains 57954 members 
Mstep: Class 22 contains 126781 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32381 members 
Mstep: Class 27 contains 47260 members 
Mstep: Class 28 contains 17554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443936.000000 Penalty: 240310.328125
Iteration 218Q: 29 clusters Score -2.724439e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 23052 members 
Mstep: Class 3 contains 73037 members 
Mstep: Class 4 contains 121263 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17560 members 
Mstep: Class 7 contains 42546 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55297 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92717 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112024 members 
Mstep: Class 16 contains 32127 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50787 members 
Mstep: Class 19 contains 35305 members 
Mstep: Class 20 contains 17501 members 
Mstep: Class 21 contains 57960 members 
Mstep: Class 22 contains 126778 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32381 members 
Mstep: Class 27 contains 47260 members 
Mstep: Class 28 contains 17557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443968.000000 Penalty: 240310.328125
Iteration 219Q: 29 clusters Score -2.72444e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 23053 members 
Mstep: Class 3 contains 73036 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17563 members 
Mstep: Class 7 contains 42545 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55287 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92718 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112027 members 
Mstep: Class 16 contains 32130 members 
Mstep: Class 17 contains 143708 members 
Mstep: Class 18 contains 50786 members 
Mstep: Class 19 contains 35305 members 
Mstep: Class 20 contains 17500 members 
Mstep: Class 21 contains 57966 members 
Mstep: Class 22 contains 126776 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32379 members 
Mstep: Class 27 contains 47261 members 
Mstep: Class 28 contains 17560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444032.000000 Penalty: 240310.328125
Iteration 220F: 29 clusters Score -2.72444e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 23052 members 
Mstep: Class 3 contains 73034 members 
Mstep: Class 4 contains 121261 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42545 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55275 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92722 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24514 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32129 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50786 members 
Mstep: Class 19 contains 35307 members 
Mstep: Class 20 contains 17500 members 
Mstep: Class 21 contains 57972 members 
Mstep: Class 22 contains 126775 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32379 members 
Mstep: Class 27 contains 47262 members 
Mstep: Class 28 contains 17562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444064.000000 Penalty: 240310.328125
Iteration 221Q: 29 clusters Score -2.724441e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 23052 members 
Mstep: Class 3 contains 73033 members 
Mstep: Class 4 contains 121261 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42544 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55264 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92725 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32127 members 
Mstep: Class 17 contains 143711 members 
Mstep: Class 18 contains 50789 members 
Mstep: Class 19 contains 35308 members 
Mstep: Class 20 contains 17500 members 
Mstep: Class 21 contains 57978 members 
Mstep: Class 22 contains 126772 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32380 members 
Mstep: Class 27 contains 47262 members 
Mstep: Class 28 contains 17564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444000.000000 Penalty: 240310.328125
Iteration 222Q: 29 clusters Score -2.72444e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 23052 members 
Mstep: Class 3 contains 73031 members 
Mstep: Class 4 contains 121260 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42544 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55260 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92727 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112028 members 
Mstep: Class 16 contains 32126 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50789 members 
Mstep: Class 19 contains 35310 members 
Mstep: Class 20 contains 17500 members 
Mstep: Class 21 contains 57990 members 
Mstep: Class 22 contains 126766 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32379 members 
Mstep: Class 27 contains 47261 members 
Mstep: Class 28 contains 17566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443808.000000 Penalty: 240310.328125
Iteration 223Q: 29 clusters Score -2.724438e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 23052 members 
Mstep: Class 3 contains 73030 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42545 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55248 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92727 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32127 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 17500 members 
Mstep: Class 21 contains 58001 members 
Mstep: Class 22 contains 126764 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32378 members 
Mstep: Class 27 contains 47261 members 
Mstep: Class 28 contains 17564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444000.000000 Penalty: 240310.328125
Iteration 224Q: 29 clusters Score -2.72444e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 23052 members 
Mstep: Class 3 contains 73029 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42545 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55241 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92727 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32126 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50792 members 
Mstep: Class 19 contains 35311 members 
Mstep: Class 20 contains 17500 members 
Mstep: Class 21 contains 58006 members 
Mstep: Class 22 contains 126765 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32378 members 
Mstep: Class 27 contains 47261 members 
Mstep: Class 28 contains 17565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444032.000000 Penalty: 240310.328125
Iteration 225Q: 29 clusters Score -2.72444e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 23052 members 
Mstep: Class 3 contains 73029 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42545 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55232 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112028 members 
Mstep: Class 16 contains 32126 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50792 members 
Mstep: Class 19 contains 35311 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 58013 members 
Mstep: Class 22 contains 126764 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32377 members 
Mstep: Class 27 contains 47261 members 
Mstep: Class 28 contains 17569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444064.000000 Penalty: 240310.328125
Iteration 226Q: 29 clusters Score -2.724441e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 23052 members 
Mstep: Class 3 contains 73029 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42545 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55221 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112028 members 
Mstep: Class 16 contains 32126 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 58020 members 
Mstep: Class 22 contains 126764 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32377 members 
Mstep: Class 27 contains 47262 members 
Mstep: Class 28 contains 17571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444096.000000 Penalty: 240310.328125
Iteration 227Q: 29 clusters Score -2.724441e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 23051 members 
Mstep: Class 3 contains 73029 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42548 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55215 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112028 members 
Mstep: Class 16 contains 32125 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 58026 members 
Mstep: Class 22 contains 126763 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32377 members 
Mstep: Class 27 contains 47261 members 
Mstep: Class 28 contains 17571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444096.000000 Penalty: 240310.328125
Iteration 228Q: 29 clusters Score -2.724441e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 23050 members 
Mstep: Class 3 contains 73029 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42550 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55211 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32126 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35313 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 58029 members 
Mstep: Class 22 contains 126761 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32377 members 
Mstep: Class 27 contains 47259 members 
Mstep: Class 28 contains 17571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444064.000000 Penalty: 240310.328125
Iteration 229Q: 29 clusters Score -2.724441e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 23048 members 
Mstep: Class 3 contains 73029 members 
Mstep: Class 4 contains 121263 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42551 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55209 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112030 members 
Mstep: Class 16 contains 32126 members 
Mstep: Class 17 contains 143710 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35313 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 58034 members 
Mstep: Class 22 contains 126758 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32377 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443968.000000 Penalty: 240310.328125
Iteration 230Q: 29 clusters Score -2.72444e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 23048 members 
Mstep: Class 3 contains 73029 members 
Mstep: Class 4 contains 121263 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42552 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55203 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112031 members 
Mstep: Class 16 contains 32128 members 
Mstep: Class 17 contains 143712 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35313 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 58040 members 
Mstep: Class 22 contains 126754 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32377 members 
Mstep: Class 27 contains 47256 members 
Mstep: Class 28 contains 17570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443968.000000 Penalty: 240310.328125
Iteration 231Q: 29 clusters Score -2.72444e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 23048 members 
Mstep: Class 3 contains 73029 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42552 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55200 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24514 members 
Mstep: Class 15 contains 112031 members 
Mstep: Class 16 contains 32131 members 
Mstep: Class 17 contains 143712 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35313 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 58050 members 
Mstep: Class 22 contains 126748 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32375 members 
Mstep: Class 27 contains 47256 members 
Mstep: Class 28 contains 17571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443968.000000 Penalty: 240310.328125
Iteration 232Q: 29 clusters Score -2.72444e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 23048 members 
Mstep: Class 3 contains 73029 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42553 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55191 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24513 members 
Mstep: Class 15 contains 112032 members 
Mstep: Class 16 contains 32132 members 
Mstep: Class 17 contains 143711 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35313 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 58057 members 
Mstep: Class 22 contains 126746 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32375 members 
Mstep: Class 27 contains 47256 members 
Mstep: Class 28 contains 17573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443936.000000 Penalty: 240310.328125
Iteration 233Q: 29 clusters Score -2.724439e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23047 members 
Mstep: Class 3 contains 73029 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55187 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24513 members 
Mstep: Class 15 contains 112031 members 
Mstep: Class 16 contains 32132 members 
Mstep: Class 17 contains 143711 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 58063 members 
Mstep: Class 22 contains 126745 members 
Mstep: Class 23 contains 18466 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32375 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443776.000000 Penalty: 240310.328125
Iteration 234Q: 29 clusters Score -2.724438e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 23046 members 
Mstep: Class 3 contains 73028 members 
Mstep: Class 4 contains 121263 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55186 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24514 members 
Mstep: Class 15 contains 112031 members 
Mstep: Class 16 contains 32134 members 
Mstep: Class 17 contains 143710 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35311 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 58065 members 
Mstep: Class 22 contains 126743 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32375 members 
Mstep: Class 27 contains 47256 members 
Mstep: Class 28 contains 17575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443840.000000 Penalty: 240310.328125
Iteration 235Q: 29 clusters Score -2.724438e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23047 members 
Mstep: Class 3 contains 73028 members 
Mstep: Class 4 contains 121262 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55184 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24514 members 
Mstep: Class 15 contains 112031 members 
Mstep: Class 16 contains 32133 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 58068 members 
Mstep: Class 22 contains 126741 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32375 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443808.000000 Penalty: 240310.328125
Iteration 236Q: 29 clusters Score -2.724438e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23047 members 
Mstep: Class 3 contains 73028 members 
Mstep: Class 4 contains 121263 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55179 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112031 members 
Mstep: Class 16 contains 32133 members 
Mstep: Class 17 contains 143710 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 58074 members 
Mstep: Class 22 contains 126739 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32375 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443872.000000 Penalty: 240310.328125
Iteration 237Q: 29 clusters Score -2.724439e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23047 members 
Mstep: Class 3 contains 73028 members 
Mstep: Class 4 contains 121263 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55174 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112031 members 
Mstep: Class 16 contains 32134 members 
Mstep: Class 17 contains 143710 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 58078 members 
Mstep: Class 22 contains 126739 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32375 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443936.000000 Penalty: 240310.328125
Iteration 238Q: 29 clusters Score -2.724439e+08 nChanged 10
Entering ConstructFrom: 
Score: -272443936.000000 Penalty: 240310.328125
Entering ConstructFrom: 
Trying to split cluster 1 (33630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Entering Unmasked Estep 
Score: -7659251.000000 Penalty: 6384.193848
	Iteration 0F: 2 clusters Score -7659251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -7634095.000000 Penalty: 12768.387695
	Iteration 0F: 3 clusters Score -7634095 nChanged 14309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -7641583.000000 Penalty: 12768.387695
	Iteration 1F: 3 clusters Score -7641583 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -7642269.500000 Penalty: 12768.387695
	Iteration 2F: 3 clusters Score -7642270 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -7642783.000000 Penalty: 12768.387695
	Iteration 3Q: 3 clusters Score -7642783 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -7643086.500000 Penalty: 12768.387695
	Iteration 4Q: 3 clusters Score -7643086 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -7643354.500000 Penalty: 12768.387695
	Iteration 5Q: 3 clusters Score -7643354 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -7643546.000000 Penalty: 12768.387695
	Iteration 6Q: 3 clusters Score -7643546 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -7643722.000000 Penalty: 12768.387695
	Iteration 7Q: 3 clusters Score -7643722 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -7643860.000000 Penalty: 12768.387695
	Iteration 8Q: 3 clusters Score -7643860 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -7644009.000000 Penalty: 12768.387695
	Iteration 9Q: 3 clusters Score -7644009 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -7644104.500000 Penalty: 12768.387695
	Iteration 10Q: 3 clusters Score -7644104 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -7644172.000000 Penalty: 12768.387695
	Iteration 11Q: 3 clusters Score -7644172 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -7644272.000000 Penalty: 12768.387695
	Iteration 12Q: 3 clusters Score -7644272 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -7644330.000000 Penalty: 12768.387695
	Iteration 13Q: 3 clusters Score -7644330 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -7644363.500000 Penalty: 12768.387695
	Iteration 14Q: 3 clusters Score -7644364 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -7644444.000000 Penalty: 12768.387695
	Iteration 15Q: 3 clusters Score -7644444 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -7644482.500000 Penalty: 12768.387695
	Iteration 16Q: 3 clusters Score -7644482 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -7644579.500000 Penalty: 12768.387695
	Iteration 17Q: 3 clusters Score -7644580 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -7644630.000000 Penalty: 12768.387695
	Iteration 18Q: 3 clusters Score -7644630 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -7644679.000000 Penalty: 12768.387695
	Iteration 19Q: 3 clusters Score -7644679 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -7644722.500000 Penalty: 12768.387695
	Iteration 20F: 3 clusters Score -7644722 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -7644743.500000 Penalty: 12768.387695
	Iteration 21Q: 3 clusters Score -7644744 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -7644810.000000 Penalty: 12768.387695
	Iteration 22Q: 3 clusters Score -7644810 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -7644815.500000 Penalty: 12768.387695
	Iteration 23Q: 3 clusters Score -7644816 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -7644867.000000 Penalty: 12768.387695
	Iteration 24Q: 3 clusters Score -7644867 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -7644920.000000 Penalty: 12768.387695
	Iteration 25Q: 3 clusters Score -7644920 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -7644975.500000 Penalty: 12768.387695
	Iteration 26Q: 3 clusters Score -7644976 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -7645011.500000 Penalty: 12768.387695
	Iteration 27Q: 3 clusters Score -7645012 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -7645058.000000 Penalty: 12768.387695
	Iteration 28Q: 3 clusters Score -7645058 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -7645087.500000 Penalty: 12768.387695
	Iteration 29Q: 3 clusters Score -7645088 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -7645135.000000 Penalty: 12768.387695
	Iteration 30Q: 3 clusters Score -7645135 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -7645151.000000 Penalty: 12768.387695
	Iteration 31Q: 3 clusters Score -7645151 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -7645206.000000 Penalty: 12768.387695
	Iteration 32Q: 3 clusters Score -7645206 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -7645227.500000 Penalty: 12768.387695
	Iteration 33Q: 3 clusters Score -7645228 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -7645311.500000 Penalty: 12768.387695
	Iteration 34Q: 3 clusters Score -7645312 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -7645318.000000 Penalty: 12768.387695
	Iteration 35Q: 3 clusters Score -7645318 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -7645368.500000 Penalty: 12768.387695
	Iteration 36Q: 3 clusters Score -7645368 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -7645407.500000 Penalty: 12768.387695
	Iteration 37Q: 3 clusters Score -7645408 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -7645422.000000 Penalty: 12768.387695
	Iteration 38Q: 3 clusters Score -7645422 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -7645472.500000 Penalty: 12768.387695
	Iteration 39Q: 3 clusters Score -7645472 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -7645523.000000 Penalty: 12768.387695
	Iteration 40F: 3 clusters Score -7645523 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -7645524.500000 Penalty: 12768.387695
	Iteration 41Q: 3 clusters Score -7645524 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -7645545.500000 Penalty: 12768.387695
	Iteration 42Q: 3 clusters Score -7645546 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -7645588.500000 Penalty: 12768.387695
	Iteration 43Q: 3 clusters Score -7645588 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -7645604.500000 Penalty: 12768.387695
	Iteration 44Q: 3 clusters Score -7645604 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -7645680.000000 Penalty: 12768.387695
	Iteration 45Q: 3 clusters Score -7645680 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -7645714.000000 Penalty: 12768.387695
	Iteration 46Q: 3 clusters Score -7645714 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -7645786.500000 Penalty: 12768.387695
	Iteration 47Q: 3 clusters Score -7645786 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -7645861.000000 Penalty: 12768.387695
	Iteration 48Q: 3 clusters Score -7645861 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -7645919.000000 Penalty: 12768.387695
	Iteration 49Q: 3 clusters Score -7645919 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -7645986.500000 Penalty: 12768.387695
	Iteration 50Q: 3 clusters Score -7645986 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -7646112.500000 Penalty: 12768.387695
	Iteration 51Q: 3 clusters Score -7646112 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -7646250.500000 Penalty: 12768.387695
	Iteration 52Q: 3 clusters Score -7646250 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -7646399.500000 Penalty: 12768.387695
	Iteration 53Q: 3 clusters Score -7646400 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -7646605.500000 Penalty: 12768.387695
	Iteration 54Q: 3 clusters Score -7646606 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -7646849.500000 Penalty: 12768.387695
	Iteration 55Q: 3 clusters Score -7646850 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -7647207.500000 Penalty: 12768.387695
	Iteration 56Q: 3 clusters Score -7647208 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -7647695.000000 Penalty: 12768.387695
	Iteration 57Q: 3 clusters Score -7647695 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -7648329.000000 Penalty: 12768.387695
	Iteration 58Q: 3 clusters Score -7648329 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -7648973.000000 Penalty: 12768.387695
	Iteration 59Q: 3 clusters Score -7648973 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -7649799.500000 Penalty: 12768.387695
	Iteration 60F: 3 clusters Score -7649800 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -7650578.000000 Penalty: 12768.387695
	Iteration 61Q: 3 clusters Score -7650578 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -7651305.000000 Penalty: 12768.387695
	Iteration 62Q: 3 clusters Score -7651305 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -7651916.500000 Penalty: 12768.387695
	Iteration 63Q: 3 clusters Score -7651916 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -7652436.500000 Penalty: 12768.387695
	Iteration 64Q: 3 clusters Score -7652436 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -7652744.000000 Penalty: 12768.387695
	Iteration 65Q: 3 clusters Score -7652744 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -7652989.500000 Penalty: 12768.387695
	Iteration 66Q: 3 clusters Score -7652990 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -7653168.000000 Penalty: 12768.387695
	Iteration 67Q: 3 clusters Score -7653168 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -7653285.000000 Penalty: 12768.387695
	Iteration 68Q: 3 clusters Score -7653285 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -7653349.500000 Penalty: 12768.387695
	Iteration 69Q: 3 clusters Score -7653350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -7653427.500000 Penalty: 12768.387695
	Iteration 70Q: 3 clusters Score -7653428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -7653484.000000 Penalty: 12768.387695
	Iteration 71Q: 3 clusters Score -7653484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -7653548.500000 Penalty: 12768.387695
	Iteration 72Q: 3 clusters Score -7653548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -7653585.000000 Penalty: 12768.387695
	Iteration 73Q: 3 clusters Score -7653585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -7653603.500000 Penalty: 12768.387695
	Iteration 74Q: 3 clusters Score -7653604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -7653633.500000 Penalty: 12768.387695
	Iteration 75Q: 3 clusters Score -7653634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -7653649.500000 Penalty: 12768.387695
	Iteration 76Q: 3 clusters Score -7653650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -7653659.000000 Penalty: 12768.387695
	Iteration 77Q: 3 clusters Score -7653659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -7653668.000000 Penalty: 12768.387695
	Iteration 78Q: 3 clusters Score -7653668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -7653672.500000 Penalty: 12768.387695
	Iteration 79Q: 3 clusters Score -7653672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -7653681.500000 Penalty: 12768.387695
	Iteration 80F: 3 clusters Score -7653682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -7653690.500000 Penalty: 12768.387695
	Iteration 81Q: 3 clusters Score -7653690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -7653685.500000 Penalty: 12768.387695
	Iteration 82Q: 3 clusters Score -7653686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -7653692.000000 Penalty: 12768.387695
	Iteration 83Q: 3 clusters Score -7653692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -7653700.500000 Penalty: 12768.387695
	Iteration 84Q: 3 clusters Score -7653700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -7653713.000000 Penalty: 12768.387695
	Iteration 85Q: 3 clusters Score -7653713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -7653717.500000 Penalty: 12768.387695
	Iteration 86Q: 3 clusters Score -7653718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -7653717.500000 Penalty: 12768.387695
	Iteration 87Q: 3 clusters Score -7653718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -7653712.000000 Penalty: 12768.387695
	Iteration 88Q: 3 clusters Score -7653712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -7653711.000000 Penalty: 12768.387695
	Iteration 89Q: 3 clusters Score -7653711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -7653720.500000 Penalty: 12768.387695
	Iteration 90Q: 3 clusters Score -7653720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -7653716.500000 Penalty: 12768.387695
	Iteration 91Q: 3 clusters Score -7653716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -7653725.500000 Penalty: 12768.387695
	Iteration 92Q: 3 clusters Score -7653726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -7653725.500000 Penalty: 12768.387695
	Iteration 93F: 3 clusters Score -7653726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Entering Unmasked Estep 
Score: -5032546.500000 Penalty: 6152.740723
	Iteration 0F: 2 clusters Score -5032546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -5014075.000000 Penalty: 12305.481445
	Iteration 0F: 3 clusters Score -5014075 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -5019051.500000 Penalty: 12305.481445
	Iteration 1F: 3 clusters Score -5019052 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -5020007.500000 Penalty: 12305.481445
	Iteration 2F: 3 clusters Score -5020008 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -5021014.500000 Penalty: 12305.481445
	Iteration 3F: 3 clusters Score -5021014 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -5022288.500000 Penalty: 12305.481445
	Iteration 4F: 3 clusters Score -5022288 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -5023894.000000 Penalty: 12305.481445
	Iteration 5F: 3 clusters Score -5023894 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -5025628.500000 Penalty: 12305.481445
	Iteration 6F: 3 clusters Score -5025628 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -5027053.500000 Penalty: 12305.481445
	Iteration 7F: 3 clusters Score -5027054 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -5028130.500000 Penalty: 12305.481445
	Iteration 8F: 3 clusters Score -5028130 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -5028834.000000 Penalty: 12305.481445
	Iteration 9Q: 3 clusters Score -5028834 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -5029269.500000 Penalty: 12305.481445
	Iteration 10Q: 3 clusters Score -5029270 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -5029569.500000 Penalty: 12305.481445
	Iteration 11Q: 3 clusters Score -5029570 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -5029766.000000 Penalty: 12305.481445
	Iteration 12Q: 3 clusters Score -5029766 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -5029891.500000 Penalty: 12305.481445
	Iteration 13Q: 3 clusters Score -5029892 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -5030012.000000 Penalty: 12305.481445
	Iteration 14Q: 3 clusters Score -5030012 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -5030091.500000 Penalty: 12305.481445
	Iteration 15Q: 3 clusters Score -5030092 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -5030148.500000 Penalty: 12305.481445
	Iteration 16Q: 3 clusters Score -5030148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -5030217.000000 Penalty: 12305.481445
	Iteration 17Q: 3 clusters Score -5030217 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -5030263.000000 Penalty: 12305.481445
	Iteration 18Q: 3 clusters Score -5030263 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -5030311.500000 Penalty: 12305.481445
	Iteration 19Q: 3 clusters Score -5030312 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -5030347.500000 Penalty: 12305.481445
	Iteration 20F: 3 clusters Score -5030348 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5030405.000000 Penalty: 12305.481445
	Iteration 21Q: 3 clusters Score -5030405 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -5030448.000000 Penalty: 12305.481445
	Iteration 22Q: 3 clusters Score -5030448 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -5030501.500000 Penalty: 12305.481445
	Iteration 23Q: 3 clusters Score -5030502 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5030541.000000 Penalty: 12305.481445
	Iteration 24Q: 3 clusters Score -5030541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5030572.000000 Penalty: 12305.481445
	Iteration 25Q: 3 clusters Score -5030572 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5030609.000000 Penalty: 12305.481445
	Iteration 26Q: 3 clusters Score -5030609 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5030672.000000 Penalty: 12305.481445
	Iteration 27Q: 3 clusters Score -5030672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5030724.500000 Penalty: 12305.481445
	Iteration 28Q: 3 clusters Score -5030724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -5030766.500000 Penalty: 12305.481445
	Iteration 29Q: 3 clusters Score -5030766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -5030811.500000 Penalty: 12305.481445
	Iteration 30Q: 3 clusters Score -5030812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5030850.500000 Penalty: 12305.481445
	Iteration 31Q: 3 clusters Score -5030850 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -5030874.000000 Penalty: 12305.481445
	Iteration 32Q: 3 clusters Score -5030874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5030920.500000 Penalty: 12305.481445
	Iteration 33Q: 3 clusters Score -5030920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5030947.000000 Penalty: 12305.481445
	Iteration 34Q: 3 clusters Score -5030947 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5030975.500000 Penalty: 12305.481445
	Iteration 35Q: 3 clusters Score -5030976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5030988.500000 Penalty: 12305.481445
	Iteration 36Q: 3 clusters Score -5030988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5030997.500000 Penalty: 12305.481445
	Iteration 37Q: 3 clusters Score -5030998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5031014.000000 Penalty: 12305.481445
	Iteration 38Q: 3 clusters Score -5031014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5031007.500000 Penalty: 12305.481445
	Iteration 39Q: 3 clusters Score -5031008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -5031004.000000 Penalty: 12305.481445
	Iteration 40F: 3 clusters Score -5031004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5031021.000000 Penalty: 12305.481445
	Iteration 41Q: 3 clusters Score -5031021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5031027.000000 Penalty: 12305.481445
	Iteration 42Q: 3 clusters Score -5031027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5031032.000000 Penalty: 12305.481445
	Iteration 43Q: 3 clusters Score -5031032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5031027.000000 Penalty: 12305.481445
	Iteration 44Q: 3 clusters Score -5031027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -5031031.000000 Penalty: 12305.481445
	Iteration 45Q: 3 clusters Score -5031031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -5031032.000000 Penalty: 12305.481445
	Iteration 46Q: 3 clusters Score -5031032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -5031032.000000 Penalty: 12305.481445
	Iteration 47F: 3 clusters Score -5031032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (73028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Entering Unmasked Estep 
Score: -16690741.000000 Penalty: 6859.141113
	Iteration 0F: 2 clusters Score -1.669074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -16640112.000000 Penalty: 13718.282227
	Iteration 0F: 3 clusters Score -1.664011e+07 nChanged 32989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -16658042.000000 Penalty: 13718.282227
	Iteration 1F: 3 clusters Score -1.665804e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -16659007.000000 Penalty: 13718.282227
	Iteration 2Q: 3 clusters Score -1.665901e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -16659676.000000 Penalty: 13718.282227
	Iteration 3Q: 3 clusters Score -1.665968e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -16660300.000000 Penalty: 13718.282227
	Iteration 4Q: 3 clusters Score -1.66603e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -16660765.000000 Penalty: 13718.282227
	Iteration 5Q: 3 clusters Score -1.666076e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -16661393.000000 Penalty: 13718.282227
	Iteration 6Q: 3 clusters Score -1.666139e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -16662063.000000 Penalty: 13718.282227
	Iteration 7Q: 3 clusters Score -1.666206e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -16662971.000000 Penalty: 13718.282227
	Iteration 8Q: 3 clusters Score -1.666297e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -16664101.000000 Penalty: 13718.282227
	Iteration 9Q: 3 clusters Score -1.66641e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -16666068.000000 Penalty: 13718.282227
	Iteration 10Q: 3 clusters Score -1.666607e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -16668424.000000 Penalty: 13718.282227
	Iteration 11F: 3 clusters Score -1.666842e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -16671231.000000 Penalty: 13718.282227
	Iteration 12F: 3 clusters Score -1.667123e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -16674171.000000 Penalty: 13718.282227
	Iteration 13F: 3 clusters Score -1.667417e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -16676975.000000 Penalty: 13718.282227
	Iteration 14F: 3 clusters Score -1.667698e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -16679307.000000 Penalty: 13718.282227
	Iteration 15Q: 3 clusters Score -1.667931e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -16681216.000000 Penalty: 13718.282227
	Iteration 16Q: 3 clusters Score -1.668122e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -16682570.000000 Penalty: 13718.282227
	Iteration 17Q: 3 clusters Score -1.668257e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -16683450.000000 Penalty: 13718.282227
	Iteration 18Q: 3 clusters Score -1.668345e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -16683894.000000 Penalty: 13718.282227
	Iteration 19Q: 3 clusters Score -1.668389e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -16684194.000000 Penalty: 13718.282227
	Iteration 20F: 3 clusters Score -1.668419e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -16684318.000000 Penalty: 13718.282227
	Iteration 21Q: 3 clusters Score -1.668432e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -16684436.000000 Penalty: 13718.282227
	Iteration 22Q: 3 clusters Score -1.668444e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 71803 members 
Entering Unmasked Estep 
Score: -16684533.000000 Penalty: 13718.282227
	Iteration 23Q: 3 clusters Score -1.668453e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -16684559.000000 Penalty: 13718.282227
	Iteration 24Q: 3 clusters Score -1.668456e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -16684593.000000 Penalty: 13718.282227
	Iteration 25Q: 3 clusters Score -1.668459e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -16684653.000000 Penalty: 13718.282227
	Iteration 26Q: 3 clusters Score -1.668465e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -16684690.000000 Penalty: 13718.282227
	Iteration 27Q: 3 clusters Score -1.668469e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -16684708.000000 Penalty: 13718.282227
	Iteration 28Q: 3 clusters Score -1.668471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -16684723.000000 Penalty: 13718.282227
	Iteration 29Q: 3 clusters Score -1.668472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -16684751.000000 Penalty: 13718.282227
	Iteration 30Q: 3 clusters Score -1.668475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -16684796.000000 Penalty: 13718.282227
	Iteration 31Q: 3 clusters Score -1.66848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
Score: -16684798.000000 Penalty: 13718.282227
	Iteration 32Q: 3 clusters Score -1.66848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -16684799.000000 Penalty: 13718.282227
	Iteration 33Q: 3 clusters Score -1.66848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -16684815.000000 Penalty: 13718.282227
	Iteration 34Q: 3 clusters Score -1.668482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -16684847.000000 Penalty: 13718.282227
	Iteration 35Q: 3 clusters Score -1.668485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -16684842.000000 Penalty: 13718.282227
	Iteration 36Q: 3 clusters Score -1.668484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -16684847.000000 Penalty: 13718.282227
	Iteration 37Q: 3 clusters Score -1.668485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -16684858.000000 Penalty: 13718.282227
	Iteration 38Q: 3 clusters Score -1.668486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -16684866.000000 Penalty: 13718.282227
	Iteration 39Q: 3 clusters Score -1.668487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -16684865.000000 Penalty: 13718.282227
	Iteration 40F: 3 clusters Score -1.668486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -16684861.000000 Penalty: 13718.282227
	Iteration 41Q: 3 clusters Score -1.668486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -16684869.000000 Penalty: 13718.282227
	Iteration 42Q: 3 clusters Score -1.668487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -16684869.000000 Penalty: 13718.282227
	Iteration 43F: 3 clusters Score -1.668487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (121263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121263 members 
Entering Unmasked Estep 
Score: -27530220.000000 Penalty: 7169.751953
	Iteration 0F: 2 clusters Score -2.753022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -27449272.000000 Penalty: 14339.503906
	Iteration 0F: 3 clusters Score -2.744927e+07 nChanged 55856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -27480074.000000 Penalty: 14339.503906
	Iteration 1F: 3 clusters Score -2.748007e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -27481362.000000 Penalty: 14339.503906
	Iteration 2Q: 3 clusters Score -2.748136e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -27482598.000000 Penalty: 14339.503906
	Iteration 3Q: 3 clusters Score -2.74826e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -27483934.000000 Penalty: 14339.503906
	Iteration 4Q: 3 clusters Score -2.748393e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -27485558.000000 Penalty: 14339.503906
	Iteration 5Q: 3 clusters Score -2.748556e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -27487604.000000 Penalty: 14339.503906
	Iteration 6Q: 3 clusters Score -2.74876e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -27490044.000000 Penalty: 14339.503906
	Iteration 7Q: 3 clusters Score -2.749004e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -27493006.000000 Penalty: 14339.503906
	Iteration 8Q: 3 clusters Score -2.749301e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -27496364.000000 Penalty: 14339.503906
	Iteration 9F: 3 clusters Score -2.749636e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 83451 members 
Entering Unmasked Estep 
Score: -27500020.000000 Penalty: 14339.503906
	Iteration 10F: 3 clusters Score -2.750002e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -27503966.000000 Penalty: 14339.503906
	Iteration 11F: 3 clusters Score -2.750397e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -27507720.000000 Penalty: 14339.503906
	Iteration 12Q: 3 clusters Score -2.750772e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 99653 members 
Entering Unmasked Estep 
Score: -27511362.000000 Penalty: 14339.503906
	Iteration 13Q: 3 clusters Score -2.751136e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -27514952.000000 Penalty: 14339.503906
	Iteration 14Q: 3 clusters Score -2.751495e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 108314 members 
Entering Unmasked Estep 
Score: -27517746.000000 Penalty: 14339.503906
	Iteration 15Q: 3 clusters Score -2.751775e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -27520076.000000 Penalty: 14339.503906
	Iteration 16Q: 3 clusters Score -2.752008e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 113326 members 
Entering Unmasked Estep 
Score: -27521660.000000 Penalty: 14339.503906
	Iteration 17Q: 3 clusters Score -2.752166e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -27522802.000000 Penalty: 14339.503906
	Iteration 18Q: 3 clusters Score -2.75228e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 115669 members 
Entering Unmasked Estep 
Score: -27523460.000000 Penalty: 14339.503906
	Iteration 19Q: 3 clusters Score -2.752346e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -27524004.000000 Penalty: 14339.503906
	Iteration 20F: 3 clusters Score -2.7524e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 116707 members 
Entering Unmasked Estep 
Score: -27524286.000000 Penalty: 14339.503906
	Iteration 21Q: 3 clusters Score -2.752429e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 116945 members 
Entering Unmasked Estep 
Score: -27524518.000000 Penalty: 14339.503906
	Iteration 22Q: 3 clusters Score -2.752452e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 117105 members 
Entering Unmasked Estep 
Score: -27524700.000000 Penalty: 14339.503906
	Iteration 23Q: 3 clusters Score -2.75247e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 117242 members 
Entering Unmasked Estep 
Score: -27524812.000000 Penalty: 14339.503906
	Iteration 24Q: 3 clusters Score -2.752481e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 117298 members 
Entering Unmasked Estep 
Score: -27524990.000000 Penalty: 14339.503906
	Iteration 25Q: 3 clusters Score -2.752499e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 117342 members 
Entering Unmasked Estep 
Score: -27525088.000000 Penalty: 14339.503906
	Iteration 26Q: 3 clusters Score -2.752509e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -27525142.000000 Penalty: 14339.503906
	Iteration 27Q: 3 clusters Score -2.752514e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 117432 members 
Entering Unmasked Estep 
Score: -27525196.000000 Penalty: 14339.503906
	Iteration 28Q: 3 clusters Score -2.75252e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 117449 members 
Entering Unmasked Estep 
Score: -27525248.000000 Penalty: 14339.503906
	Iteration 29Q: 3 clusters Score -2.752525e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 117462 members 
Entering Unmasked Estep 
Score: -27525284.000000 Penalty: 14339.503906
	Iteration 30Q: 3 clusters Score -2.752528e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 117480 members 
Entering Unmasked Estep 
Score: -27525322.000000 Penalty: 14339.503906
	Iteration 31Q: 3 clusters Score -2.752532e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 117470 members 
Entering Unmasked Estep 
Score: -27525354.000000 Penalty: 14339.503906
	Iteration 32Q: 3 clusters Score -2.752535e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -27525444.000000 Penalty: 14339.503906
	Iteration 33Q: 3 clusters Score -2.752544e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 117446 members 
Entering Unmasked Estep 
Score: -27525472.000000 Penalty: 14339.503906
	Iteration 34Q: 3 clusters Score -2.752547e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 117433 members 
Entering Unmasked Estep 
Score: -27525460.000000 Penalty: 14339.503906
	Iteration 35Q: 3 clusters Score -2.752546e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 117440 members 
Entering Unmasked Estep 
Score: -27525478.000000 Penalty: 14339.503906
	Iteration 36Q: 3 clusters Score -2.752548e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 117444 members 
Entering Unmasked Estep 
Score: -27525476.000000 Penalty: 14339.503906
	Iteration 37Q: 3 clusters Score -2.752548e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 117445 members 
Entering Unmasked Estep 
Score: -27525490.000000 Penalty: 14339.503906
	Iteration 38Q: 3 clusters Score -2.752549e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 117450 members 
Entering Unmasked Estep 
Score: -27525530.000000 Penalty: 14339.503906
	Iteration 39Q: 3 clusters Score -2.752553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 117450 members 
Entering Unmasked Estep 
Score: -27525516.000000 Penalty: 14339.503906
	Iteration 40F: 3 clusters Score -2.752552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 117453 members 
Entering Unmasked Estep 
Score: -27525506.000000 Penalty: 14339.503906
	Iteration 41Q: 3 clusters Score -2.752551e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -27525530.000000 Penalty: 14339.503906
	Iteration 42Q: 3 clusters Score -2.752553e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -27525564.000000 Penalty: 14339.503906
	Iteration 43Q: 3 clusters Score -2.752556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -27525544.000000 Penalty: 14339.503906
	Iteration 44Q: 3 clusters Score -2.752554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 117469 members 
Entering Unmasked Estep 
Score: -27525606.000000 Penalty: 14339.503906
	Iteration 45Q: 3 clusters Score -2.752561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -27525610.000000 Penalty: 14339.503906
	Iteration 46Q: 3 clusters Score -2.752561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 117467 members 
Entering Unmasked Estep 
Score: -27525610.000000 Penalty: 14339.503906
	Iteration 47Q: 3 clusters Score -2.752561e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 117469 members 
Entering Unmasked Estep 
Score: -27525628.000000 Penalty: 14339.503906
	Iteration 48Q: 3 clusters Score -2.752563e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -27525630.000000 Penalty: 14339.503906
	Iteration 49Q: 3 clusters Score -2.752563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -27525626.000000 Penalty: 14339.503906
	Iteration 50Q: 3 clusters Score -2.752563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -27525624.000000 Penalty: 14339.503906
	Iteration 51Q: 3 clusters Score -2.752562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -27525616.000000 Penalty: 14339.503906
	Iteration 52Q: 3 clusters Score -2.752562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -27525612.000000 Penalty: 14339.503906
	Iteration 53Q: 3 clusters Score -2.752561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -27525628.000000 Penalty: 14339.503906
	Iteration 54Q: 3 clusters Score -2.752563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 117440 members 
Entering Unmasked Estep 
Score: -27525656.000000 Penalty: 14339.503906
	Iteration 55Q: 3 clusters Score -2.752566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 117431 members 
Entering Unmasked Estep 
Score: -27525660.000000 Penalty: 14339.503906
	Iteration 56Q: 3 clusters Score -2.752566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 117424 members 
Entering Unmasked Estep 
Score: -27525660.000000 Penalty: 14339.503906
	Iteration 57Q: 3 clusters Score -2.752566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -27525686.000000 Penalty: 14339.503906
	Iteration 58Q: 3 clusters Score -2.752569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -27525682.000000 Penalty: 14339.503906
	Iteration 59Q: 3 clusters Score -2.752568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 117406 members 
Entering Unmasked Estep 
Score: -27525698.000000 Penalty: 14339.503906
	Iteration 60F: 3 clusters Score -2.75257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -27525694.000000 Penalty: 14339.503906
	Iteration 61Q: 3 clusters Score -2.752569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -27525684.000000 Penalty: 14339.503906
	Iteration 62Q: 3 clusters Score -2.752568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -27525702.000000 Penalty: 14339.503906
	Iteration 63Q: 3 clusters Score -2.75257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 117389 members 
Entering Unmasked Estep 
Score: -27525700.000000 Penalty: 14339.503906
	Iteration 64Q: 3 clusters Score -2.75257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 117387 members 
Entering Unmasked Estep 
Score: -27525688.000000 Penalty: 14339.503906
	Iteration 65Q: 3 clusters Score -2.752569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 117389 members 
Entering Unmasked Estep 
Score: -27525702.000000 Penalty: 14339.503906
	Iteration 66Q: 3 clusters Score -2.75257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 117388 members 
Entering Unmasked Estep 
Score: -27525680.000000 Penalty: 14339.503906
	Iteration 67Q: 3 clusters Score -2.752568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -27525688.000000 Penalty: 14339.503906
	Iteration 68Q: 3 clusters Score -2.752569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -27525688.000000 Penalty: 14339.503906
	Iteration 69Q: 3 clusters Score -2.752569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 117396 members 
Entering Unmasked Estep 
Score: -27525712.000000 Penalty: 14339.503906
	Iteration 70Q: 3 clusters Score -2.752571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -27525716.000000 Penalty: 14339.503906
	Iteration 71Q: 3 clusters Score -2.752572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 117389 members 
Entering Unmasked Estep 
Score: -27525712.000000 Penalty: 14339.503906
	Iteration 72Q: 3 clusters Score -2.752571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -27525718.000000 Penalty: 14339.503906
	Iteration 73Q: 3 clusters Score -2.752572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 117392 members 
Entering Unmasked Estep 
Score: -27525714.000000 Penalty: 14339.503906
	Iteration 74Q: 3 clusters Score -2.752571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -27525702.000000 Penalty: 14339.503906
	Iteration 75Q: 3 clusters Score -2.75257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -27525696.000000 Penalty: 14339.503906
	Iteration 76Q: 3 clusters Score -2.75257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 117392 members 
Entering Unmasked Estep 
Score: -27525700.000000 Penalty: 14339.503906
	Iteration 77Q: 3 clusters Score -2.75257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -27525698.000000 Penalty: 14339.503906
	Iteration 78Q: 3 clusters Score -2.75257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -27525714.000000 Penalty: 14339.503906
	Iteration 79Q: 3 clusters Score -2.752571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 117392 members 
Entering Unmasked Estep 
Score: -27525712.000000 Penalty: 14339.503906
	Iteration 80F: 3 clusters Score -2.752571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -27525708.000000 Penalty: 14339.503906
	Iteration 81Q: 3 clusters Score -2.752571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 117389 members 
Entering Unmasked Estep 
Score: -27525710.000000 Penalty: 14339.503906
	Iteration 82Q: 3 clusters Score -2.752571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 117389 members 
Entering Unmasked Estep 
Score: -27525720.000000 Penalty: 14339.503906
	Iteration 83Q: 3 clusters Score -2.752572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -27525726.000000 Penalty: 14339.503906
	Iteration 84Q: 3 clusters Score -2.752573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 117394 members 
Entering Unmasked Estep 
Score: -27525722.000000 Penalty: 14339.503906
	Iteration 85Q: 3 clusters Score -2.752572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 117394 members 
Entering Unmasked Estep 
Score: -27525734.000000 Penalty: 14339.503906
	Iteration 86Q: 3 clusters Score -2.752573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 117394 members 
Entering Unmasked Estep 
Score: -27525740.000000 Penalty: 14339.503906
	Iteration 87Q: 3 clusters Score -2.752574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 117389 members 
Entering Unmasked Estep 
Score: -27525742.000000 Penalty: 14339.503906
	Iteration 88Q: 3 clusters Score -2.752574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 117385 members 
Entering Unmasked Estep 
Score: -27525734.000000 Penalty: 14339.503906
	Iteration 89Q: 3 clusters Score -2.752573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 117381 members 
Entering Unmasked Estep 
Score: -27525742.000000 Penalty: 14339.503906
	Iteration 90Q: 3 clusters Score -2.752574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -27525736.000000 Penalty: 14339.503906
	Iteration 91Q: 3 clusters Score -2.752574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -27525720.000000 Penalty: 14339.503906
	Iteration 92Q: 3 clusters Score -2.752572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -27525750.000000 Penalty: 14339.503906
	Iteration 93Q: 3 clusters Score -2.752575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 117371 members 
Entering Unmasked Estep 
Score: -27525740.000000 Penalty: 14339.503906
	Iteration 94Q: 3 clusters Score -2.752574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 117372 members 
Entering Unmasked Estep 
Score: -27525740.000000 Penalty: 14339.503906
	Iteration 95Q: 3 clusters Score -2.752574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 117374 members 
Entering Unmasked Estep 
Score: -27525754.000000 Penalty: 14339.503906
	Iteration 96Q: 3 clusters Score -2.752575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -27525740.000000 Penalty: 14339.503906
	Iteration 97Q: 3 clusters Score -2.752574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -27525750.000000 Penalty: 14339.503906
	Iteration 98Q: 3 clusters Score -2.752575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -27525756.000000 Penalty: 14339.503906
	Iteration 99Q: 3 clusters Score -2.752576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 117374 members 
Entering Unmasked Estep 
Score: -27525770.000000 Penalty: 14339.503906
	Iteration 100F: 3 clusters Score -2.752577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -27525754.000000 Penalty: 14339.503906
	Iteration 101Q: 3 clusters Score -2.752575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 117369 members 
Entering Unmasked Estep 
Score: -27525754.000000 Penalty: 14339.503906
	Iteration 102Q: 3 clusters Score -2.752575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -27525774.000000 Penalty: 14339.503906
	Iteration 103Q: 3 clusters Score -2.752577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -27525774.000000 Penalty: 14339.503906
	Iteration 104F: 3 clusters Score -2.752577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Entering Unmasked Estep 
Score: -3287164.000000 Penalty: 5877.223145
	Iteration 0F: 2 clusters Score -3287164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3274066.500000 Penalty: 11754.446289
	Iteration 0F: 3 clusters Score -3274066 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3277456.250000 Penalty: 11754.446289
	Iteration 1F: 3 clusters Score -3277456 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3278525.000000 Penalty: 11754.446289
	Iteration 2F: 3 clusters Score -3278525 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3279454.250000 Penalty: 11754.446289
	Iteration 3F: 3 clusters Score -3279454 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3280235.750000 Penalty: 11754.446289
	Iteration 4F: 3 clusters Score -3280236 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3280959.000000 Penalty: 11754.446289
	Iteration 5F: 3 clusters Score -3280959 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3281694.500000 Penalty: 11754.446289
	Iteration 6F: 3 clusters Score -3281694 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3282325.750000 Penalty: 11754.446289
	Iteration 7F: 3 clusters Score -3282326 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3282891.750000 Penalty: 11754.446289
	Iteration 8Q: 3 clusters Score -3282892 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3283354.750000 Penalty: 11754.446289
	Iteration 9Q: 3 clusters Score -3283355 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3283679.000000 Penalty: 11754.446289
	Iteration 10Q: 3 clusters Score -3283679 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3283940.250000 Penalty: 11754.446289
	Iteration 11Q: 3 clusters Score -3283940 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3284136.500000 Penalty: 11754.446289
	Iteration 12Q: 3 clusters Score -3284136 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3284324.750000 Penalty: 11754.446289
	Iteration 13Q: 3 clusters Score -3284325 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3284461.500000 Penalty: 11754.446289
	Iteration 14Q: 3 clusters Score -3284462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3284571.750000 Penalty: 11754.446289
	Iteration 15Q: 3 clusters Score -3284572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3284626.000000 Penalty: 11754.446289
	Iteration 16Q: 3 clusters Score -3284626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3284696.750000 Penalty: 11754.446289
	Iteration 17Q: 3 clusters Score -3284697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3284743.750000 Penalty: 11754.446289
	Iteration 18Q: 3 clusters Score -3284744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3284780.250000 Penalty: 11754.446289
	Iteration 19Q: 3 clusters Score -3284780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3284818.250000 Penalty: 11754.446289
	Iteration 20F: 3 clusters Score -3284818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3284844.750000 Penalty: 11754.446289
	Iteration 21Q: 3 clusters Score -3284845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3284868.750000 Penalty: 11754.446289
	Iteration 22Q: 3 clusters Score -3284869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3284884.500000 Penalty: 11754.446289
	Iteration 23Q: 3 clusters Score -3284884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3284884.000000 Penalty: 11754.446289
	Iteration 24Q: 3 clusters Score -3284884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3284892.250000 Penalty: 11754.446289
	Iteration 25Q: 3 clusters Score -3284892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3284900.250000 Penalty: 11754.446289
	Iteration 26Q: 3 clusters Score -3284900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3284899.000000 Penalty: 11754.446289
	Iteration 27Q: 3 clusters Score -3284899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3284903.750000 Penalty: 11754.446289
	Iteration 28Q: 3 clusters Score -3284904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3284904.750000 Penalty: 11754.446289
	Iteration 29Q: 3 clusters Score -3284905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3284902.250000 Penalty: 11754.446289
	Iteration 30Q: 3 clusters Score -3284902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3284903.750000 Penalty: 11754.446289
	Iteration 31Q: 3 clusters Score -3284904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3284906.000000 Penalty: 11754.446289
	Iteration 32Q: 3 clusters Score -3284906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3284917.250000 Penalty: 11754.446289
	Iteration 33Q: 3 clusters Score -3284917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3284923.250000 Penalty: 11754.446289
	Iteration 34Q: 3 clusters Score -3284923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3284929.000000 Penalty: 11754.446289
	Iteration 35Q: 3 clusters Score -3284929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3284932.250000 Penalty: 11754.446289
	Iteration 36Q: 3 clusters Score -3284932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3284933.000000 Penalty: 11754.446289
	Iteration 37Q: 3 clusters Score -3284933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3284937.750000 Penalty: 11754.446289
	Iteration 38Q: 3 clusters Score -3284938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3284937.500000 Penalty: 11754.446289
	Iteration 39Q: 3 clusters Score -3284938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3284937.500000 Penalty: 11754.446289
	Iteration 40F: 3 clusters Score -3284938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3284931.250000 Penalty: 11754.446289
	Iteration 41Q: 3 clusters Score -3284931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3284939.250000 Penalty: 11754.446289
	Iteration 42Q: 3 clusters Score -3284939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3284939.250000 Penalty: 11754.446289
	Iteration 43F: 3 clusters Score -3284939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Entering Unmasked Estep 
Score: -4024684.500000 Penalty: 5986.333984
	Iteration 0F: 2 clusters Score -4024684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -4009670.250000 Penalty: 11972.667969
	Iteration 0F: 3 clusters Score -4009670 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4013412.000000 Penalty: 11972.667969
	Iteration 1F: 3 clusters Score -4013412 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -4014010.750000 Penalty: 11972.667969
	Iteration 2F: 3 clusters Score -4014011 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4014397.500000 Penalty: 11972.667969
	Iteration 3Q: 3 clusters Score -4014398 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -4014687.500000 Penalty: 11972.667969
	Iteration 4Q: 3 clusters Score -4014688 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -4014892.750000 Penalty: 11972.667969
	Iteration 5Q: 3 clusters Score -4014893 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4015079.500000 Penalty: 11972.667969
	Iteration 6Q: 3 clusters Score -4015080 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -4015249.000000 Penalty: 11972.667969
	Iteration 7Q: 3 clusters Score -4015249 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -4015435.500000 Penalty: 11972.667969
	Iteration 8Q: 3 clusters Score -4015436 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -4015596.750000 Penalty: 11972.667969
	Iteration 9Q: 3 clusters Score -4015597 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4015824.250000 Penalty: 11972.667969
	Iteration 10Q: 3 clusters Score -4015824 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -4016068.000000 Penalty: 11972.667969
	Iteration 11Q: 3 clusters Score -4016068 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4016291.750000 Penalty: 11972.667969
	Iteration 12Q: 3 clusters Score -4016292 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -4016514.250000 Penalty: 11972.667969
	Iteration 13Q: 3 clusters Score -4016514 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -4016807.000000 Penalty: 11972.667969
	Iteration 14Q: 3 clusters Score -4016807 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4017108.500000 Penalty: 11972.667969
	Iteration 15Q: 3 clusters Score -4017108 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -4017417.750000 Penalty: 11972.667969
	Iteration 16Q: 3 clusters Score -4017418 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -4017715.750000 Penalty: 11972.667969
	Iteration 17Q: 3 clusters Score -4017716 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4017992.500000 Penalty: 11972.667969
	Iteration 18Q: 3 clusters Score -4017992 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4018231.000000 Penalty: 11972.667969
	Iteration 19Q: 3 clusters Score -4018231 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -4018456.750000 Penalty: 11972.667969
	Iteration 20F: 3 clusters Score -4018457 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -4018673.750000 Penalty: 11972.667969
	Iteration 21Q: 3 clusters Score -4018674 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -4018848.750000 Penalty: 11972.667969
	Iteration 22Q: 3 clusters Score -4018849 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -4019010.750000 Penalty: 11972.667969
	Iteration 23Q: 3 clusters Score -4019011 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4019125.000000 Penalty: 11972.667969
	Iteration 24Q: 3 clusters Score -4019125 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4019218.000000 Penalty: 11972.667969
	Iteration 25Q: 3 clusters Score -4019218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4019294.000000 Penalty: 11972.667969
	Iteration 26Q: 3 clusters Score -4019294 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -4019362.000000 Penalty: 11972.667969
	Iteration 27Q: 3 clusters Score -4019362 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -4019407.750000 Penalty: 11972.667969
	Iteration 28Q: 3 clusters Score -4019408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4019444.250000 Penalty: 11972.667969
	Iteration 29Q: 3 clusters Score -4019444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4019464.000000 Penalty: 11972.667969
	Iteration 30Q: 3 clusters Score -4019464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -4019475.250000 Penalty: 11972.667969
	Iteration 31Q: 3 clusters Score -4019475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4019487.750000 Penalty: 11972.667969
	Iteration 32Q: 3 clusters Score -4019488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4019507.500000 Penalty: 11972.667969
	Iteration 33Q: 3 clusters Score -4019508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -4019521.500000 Penalty: 11972.667969
	Iteration 34Q: 3 clusters Score -4019522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -4019529.500000 Penalty: 11972.667969
	Iteration 35Q: 3 clusters Score -4019530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4019542.750000 Penalty: 11972.667969
	Iteration 36Q: 3 clusters Score -4019543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -4019554.250000 Penalty: 11972.667969
	Iteration 37Q: 3 clusters Score -4019554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4019554.000000 Penalty: 11972.667969
	Iteration 38Q: 3 clusters Score -4019554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4019564.250000 Penalty: 11972.667969
	Iteration 39Q: 3 clusters Score -4019564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4019565.500000 Penalty: 11972.667969
	Iteration 40F: 3 clusters Score -4019566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -4019570.250000 Penalty: 11972.667969
	Iteration 41Q: 3 clusters Score -4019570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -4019569.750000 Penalty: 11972.667969
	Iteration 42Q: 3 clusters Score -4019570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -4019570.250000 Penalty: 11972.667969
	Iteration 43Q: 3 clusters Score -4019570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -4019571.250000 Penalty: 11972.667969
	Iteration 44Q: 3 clusters Score -4019571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4019569.750000 Penalty: 11972.667969
	Iteration 45Q: 3 clusters Score -4019570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -4019582.000000 Penalty: 11972.667969
	Iteration 46Q: 3 clusters Score -4019582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -4019585.250000 Penalty: 11972.667969
	Iteration 47Q: 3 clusters Score -4019585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4019584.500000 Penalty: 11972.667969
	Iteration 48Q: 3 clusters Score -4019584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4019586.250000 Penalty: 11972.667969
	Iteration 49Q: 3 clusters Score -4019586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4019587.000000 Penalty: 11972.667969
	Iteration 50Q: 3 clusters Score -4019587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -4019600.000000 Penalty: 11972.667969
	Iteration 51Q: 3 clusters Score -4019600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4019602.750000 Penalty: 11972.667969
	Iteration 52Q: 3 clusters Score -4019603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4019599.250000 Penalty: 11972.667969
	Iteration 53Q: 3 clusters Score -4019599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -4019601.250000 Penalty: 11972.667969
	Iteration 54Q: 3 clusters Score -4019601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -4019605.000000 Penalty: 11972.667969
	Iteration 55Q: 3 clusters Score -4019605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4019611.000000 Penalty: 11972.667969
	Iteration 56Q: 3 clusters Score -4019611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4019611.000000 Penalty: 11972.667969
	Iteration 57F: 3 clusters Score -4019611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Entering Unmasked Estep 
Score: -9762778.000000 Penalty: 6528.349121
	Iteration 0F: 2 clusters Score -9762778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -9732082.000000 Penalty: 13056.698242
	Iteration 0F: 3 clusters Score -9732082 nChanged 18361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -9741834.000000 Penalty: 13056.698242
	Iteration 1F: 3 clusters Score -9741834 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -9742783.000000 Penalty: 13056.698242
	Iteration 2F: 3 clusters Score -9742783 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -9743704.000000 Penalty: 13056.698242
	Iteration 3Q: 3 clusters Score -9743704 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -9744645.000000 Penalty: 13056.698242
	Iteration 4Q: 3 clusters Score -9744645 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -9745686.000000 Penalty: 13056.698242
	Iteration 5Q: 3 clusters Score -9745686 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -9746903.000000 Penalty: 13056.698242
	Iteration 6F: 3 clusters Score -9746903 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -9748179.000000 Penalty: 13056.698242
	Iteration 7F: 3 clusters Score -9748179 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -9749363.000000 Penalty: 13056.698242
	Iteration 8F: 3 clusters Score -9749363 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -9750507.000000 Penalty: 13056.698242
	Iteration 9Q: 3 clusters Score -9750507 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -9751617.000000 Penalty: 13056.698242
	Iteration 10Q: 3 clusters Score -9751617 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -9752675.000000 Penalty: 13056.698242
	Iteration 11Q: 3 clusters Score -9752675 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -9753679.000000 Penalty: 13056.698242
	Iteration 12Q: 3 clusters Score -9753679 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -9754648.000000 Penalty: 13056.698242
	Iteration 13Q: 3 clusters Score -9754648 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -9755483.000000 Penalty: 13056.698242
	Iteration 14Q: 3 clusters Score -9755483 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -9756091.000000 Penalty: 13056.698242
	Iteration 15Q: 3 clusters Score -9756091 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -9756521.000000 Penalty: 13056.698242
	Iteration 16Q: 3 clusters Score -9756521 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -9756920.000000 Penalty: 13056.698242
	Iteration 17Q: 3 clusters Score -9756920 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -9757329.000000 Penalty: 13056.698242
	Iteration 18Q: 3 clusters Score -9757329 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -9757618.000000 Penalty: 13056.698242
	Iteration 19Q: 3 clusters Score -9757618 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -9757869.000000 Penalty: 13056.698242
	Iteration 20F: 3 clusters Score -9757869 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -9757973.000000 Penalty: 13056.698242
	Iteration 21Q: 3 clusters Score -9757973 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -9758075.000000 Penalty: 13056.698242
	Iteration 22Q: 3 clusters Score -9758075 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -9758148.000000 Penalty: 13056.698242
	Iteration 23Q: 3 clusters Score -9758148 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -9758177.000000 Penalty: 13056.698242
	Iteration 24Q: 3 clusters Score -9758177 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -9758209.000000 Penalty: 13056.698242
	Iteration 25Q: 3 clusters Score -9758209 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -9758229.000000 Penalty: 13056.698242
	Iteration 26Q: 3 clusters Score -9758229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -9758221.000000 Penalty: 13056.698242
	Iteration 27Q: 3 clusters Score -9758221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -9758241.000000 Penalty: 13056.698242
	Iteration 28Q: 3 clusters Score -9758241 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -9758245.000000 Penalty: 13056.698242
	Iteration 29Q: 3 clusters Score -9758245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -9758246.000000 Penalty: 13056.698242
	Iteration 30Q: 3 clusters Score -9758246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -9758237.000000 Penalty: 13056.698242
	Iteration 31Q: 3 clusters Score -9758237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -9758240.000000 Penalty: 13056.698242
	Iteration 32Q: 3 clusters Score -9758240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -9758235.000000 Penalty: 13056.698242
	Iteration 33Q: 3 clusters Score -9758235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -9758231.000000 Penalty: 13056.698242
	Iteration 34Q: 3 clusters Score -9758231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -9758234.000000 Penalty: 13056.698242
	Iteration 35Q: 3 clusters Score -9758234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -9758236.000000 Penalty: 13056.698242
	Iteration 36Q: 3 clusters Score -9758236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -9758238.000000 Penalty: 13056.698242
	Iteration 37Q: 3 clusters Score -9758238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -9758239.000000 Penalty: 13056.698242
	Iteration 38Q: 3 clusters Score -9758239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -9758246.000000 Penalty: 13056.698242
	Iteration 39Q: 3 clusters Score -9758246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -9758245.000000 Penalty: 13056.698242
	Iteration 40F: 3 clusters Score -9758245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -9758255.000000 Penalty: 13056.698242
	Iteration 41Q: 3 clusters Score -9758255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -9758264.000000 Penalty: 13056.698242
	Iteration 42Q: 3 clusters Score -9758264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -9758252.000000 Penalty: 13056.698242
	Iteration 43Q: 3 clusters Score -9758252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -9758250.000000 Penalty: 13056.698242
	Iteration 44Q: 3 clusters Score -9758250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -9758251.000000 Penalty: 13056.698242
	Iteration 45Q: 3 clusters Score -9758251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -9758249.000000 Penalty: 13056.698242
	Iteration 46Q: 3 clusters Score -9758249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -9758256.000000 Penalty: 13056.698242
	Iteration 47Q: 3 clusters Score -9758256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -9758251.000000 Penalty: 13056.698242
	Iteration 48Q: 3 clusters Score -9758251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -9758248.000000 Penalty: 13056.698242
	Iteration 49Q: 3 clusters Score -9758248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -9758260.000000 Penalty: 13056.698242
	Iteration 50Q: 3 clusters Score -9758260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -9758266.000000 Penalty: 13056.698242
	Iteration 51Q: 3 clusters Score -9758266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -9758276.000000 Penalty: 13056.698242
	Iteration 52Q: 3 clusters Score -9758276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -9758262.000000 Penalty: 13056.698242
	Iteration 53Q: 3 clusters Score -9758262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -9758272.000000 Penalty: 13056.698242
	Iteration 54Q: 3 clusters Score -9758272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -9758273.000000 Penalty: 13056.698242
	Iteration 55Q: 3 clusters Score -9758273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -9758270.000000 Penalty: 13056.698242
	Iteration 56Q: 3 clusters Score -9758270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -9758266.000000 Penalty: 13056.698242
	Iteration 57Q: 3 clusters Score -9758266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -9758266.000000 Penalty: 13056.698242
	Iteration 58F: 3 clusters Score -9758266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Entering Unmasked Estep 
Score: -2213519.750000 Penalty: 5636.228516
	Iteration 0F: 2 clusters Score -2213520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2203348.500000 Penalty: 11272.457031
	Iteration 0F: 3 clusters Score -2203348 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2205469.750000 Penalty: 11272.457031
	Iteration 1F: 3 clusters Score -2205470 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2205889.250000 Penalty: 11272.457031
	Iteration 2F: 3 clusters Score -2205889 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2206127.250000 Penalty: 11272.457031
	Iteration 3Q: 3 clusters Score -2206127 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2206270.500000 Penalty: 11272.457031
	Iteration 4Q: 3 clusters Score -2206270 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2206385.250000 Penalty: 11272.457031
	Iteration 5Q: 3 clusters Score -2206385 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2206468.500000 Penalty: 11272.457031
	Iteration 6Q: 3 clusters Score -2206468 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2206534.250000 Penalty: 11272.457031
	Iteration 7Q: 3 clusters Score -2206534 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2206591.000000 Penalty: 11272.457031
	Iteration 8Q: 3 clusters Score -2206591 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2206658.500000 Penalty: 11272.457031
	Iteration 9Q: 3 clusters Score -2206658 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2206718.250000 Penalty: 11272.457031
	Iteration 10Q: 3 clusters Score -2206718 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2206777.250000 Penalty: 11272.457031
	Iteration 11Q: 3 clusters Score -2206777 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2206831.250000 Penalty: 11272.457031
	Iteration 12Q: 3 clusters Score -2206831 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2206883.500000 Penalty: 11272.457031
	Iteration 13Q: 3 clusters Score -2206884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2206919.750000 Penalty: 11272.457031
	Iteration 14Q: 3 clusters Score -2206920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2206961.500000 Penalty: 11272.457031
	Iteration 15Q: 3 clusters Score -2206962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2206997.750000 Penalty: 11272.457031
	Iteration 16Q: 3 clusters Score -2206998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2207037.250000 Penalty: 11272.457031
	Iteration 17Q: 3 clusters Score -2207037 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2207074.000000 Penalty: 11272.457031
	Iteration 18Q: 3 clusters Score -2207074 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2207112.750000 Penalty: 11272.457031
	Iteration 19Q: 3 clusters Score -2207113 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2207156.000000 Penalty: 11272.457031
	Iteration 20F: 3 clusters Score -2207156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2207201.000000 Penalty: 11272.457031
	Iteration 21Q: 3 clusters Score -2207201 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2207245.750000 Penalty: 11272.457031
	Iteration 22Q: 3 clusters Score -2207246 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2207289.250000 Penalty: 11272.457031
	Iteration 23Q: 3 clusters Score -2207289 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2207349.250000 Penalty: 11272.457031
	Iteration 24Q: 3 clusters Score -2207349 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2207405.750000 Penalty: 11272.457031
	Iteration 25Q: 3 clusters Score -2207406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2207467.250000 Penalty: 11272.457031
	Iteration 26Q: 3 clusters Score -2207467 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2207516.250000 Penalty: 11272.457031
	Iteration 27Q: 3 clusters Score -2207516 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2207577.000000 Penalty: 11272.457031
	Iteration 28Q: 3 clusters Score -2207577 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2207646.250000 Penalty: 11272.457031
	Iteration 29Q: 3 clusters Score -2207646 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2207709.750000 Penalty: 11272.457031
	Iteration 30Q: 3 clusters Score -2207710 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2207783.250000 Penalty: 11272.457031
	Iteration 31Q: 3 clusters Score -2207783 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2207835.000000 Penalty: 11272.457031
	Iteration 32Q: 3 clusters Score -2207835 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2207911.250000 Penalty: 11272.457031
	Iteration 33Q: 3 clusters Score -2207911 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2207989.000000 Penalty: 11272.457031
	Iteration 34Q: 3 clusters Score -2207989 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2208056.250000 Penalty: 11272.457031
	Iteration 35Q: 3 clusters Score -2208056 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2208155.250000 Penalty: 11272.457031
	Iteration 36Q: 3 clusters Score -2208155 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2208263.000000 Penalty: 11272.457031
	Iteration 37Q: 3 clusters Score -2208263 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2208351.250000 Penalty: 11272.457031
	Iteration 38Q: 3 clusters Score -2208351 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2208413.750000 Penalty: 11272.457031
	Iteration 39Q: 3 clusters Score -2208414 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2208481.500000 Penalty: 11272.457031
	Iteration 40F: 3 clusters Score -2208482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2208529.500000 Penalty: 11272.457031
	Iteration 41Q: 3 clusters Score -2208530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2208582.750000 Penalty: 11272.457031
	Iteration 42Q: 3 clusters Score -2208583 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2208642.000000 Penalty: 11272.457031
	Iteration 43Q: 3 clusters Score -2208642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2208689.000000 Penalty: 11272.457031
	Iteration 44Q: 3 clusters Score -2208689 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2208720.500000 Penalty: 11272.457031
	Iteration 45Q: 3 clusters Score -2208720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2208767.750000 Penalty: 11272.457031
	Iteration 46Q: 3 clusters Score -2208768 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2208815.250000 Penalty: 11272.457031
	Iteration 47Q: 3 clusters Score -2208815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2208839.500000 Penalty: 11272.457031
	Iteration 48Q: 3 clusters Score -2208840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2208868.750000 Penalty: 11272.457031
	Iteration 49Q: 3 clusters Score -2208869 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2208909.000000 Penalty: 11272.457031
	Iteration 50Q: 3 clusters Score -2208909 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2208960.000000 Penalty: 11272.457031
	Iteration 51Q: 3 clusters Score -2208960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2209013.000000 Penalty: 11272.457031
	Iteration 52Q: 3 clusters Score -2209013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2209057.250000 Penalty: 11272.457031
	Iteration 53Q: 3 clusters Score -2209057 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2209100.000000 Penalty: 11272.457031
	Iteration 54Q: 3 clusters Score -2209100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2209143.000000 Penalty: 11272.457031
	Iteration 55Q: 3 clusters Score -2209143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2209197.000000 Penalty: 11272.457031
	Iteration 56Q: 3 clusters Score -2209197 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2209245.750000 Penalty: 11272.457031
	Iteration 57Q: 3 clusters Score -2209246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2209300.750000 Penalty: 11272.457031
	Iteration 58Q: 3 clusters Score -2209301 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2209354.750000 Penalty: 11272.457031
	Iteration 59Q: 3 clusters Score -2209355 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2209398.500000 Penalty: 11272.457031
	Iteration 60F: 3 clusters Score -2209398 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2209464.500000 Penalty: 11272.457031
	Iteration 61Q: 3 clusters Score -2209464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2209523.500000 Penalty: 11272.457031
	Iteration 62Q: 3 clusters Score -2209524 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2209590.250000 Penalty: 11272.457031
	Iteration 63Q: 3 clusters Score -2209590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2209631.750000 Penalty: 11272.457031
	Iteration 64Q: 3 clusters Score -2209632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2209678.000000 Penalty: 11272.457031
	Iteration 65Q: 3 clusters Score -2209678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2209713.500000 Penalty: 11272.457031
	Iteration 66Q: 3 clusters Score -2209714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2209745.500000 Penalty: 11272.457031
	Iteration 67Q: 3 clusters Score -2209746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2209776.000000 Penalty: 11272.457031
	Iteration 68Q: 3 clusters Score -2209776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2209800.000000 Penalty: 11272.457031
	Iteration 69Q: 3 clusters Score -2209800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2209829.500000 Penalty: 11272.457031
	Iteration 70Q: 3 clusters Score -2209830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2209867.750000 Penalty: 11272.457031
	Iteration 71Q: 3 clusters Score -2209868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2209905.250000 Penalty: 11272.457031
	Iteration 72Q: 3 clusters Score -2209905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2209946.000000 Penalty: 11272.457031
	Iteration 73Q: 3 clusters Score -2209946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2209972.000000 Penalty: 11272.457031
	Iteration 74Q: 3 clusters Score -2209972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2209989.000000 Penalty: 11272.457031
	Iteration 75Q: 3 clusters Score -2209989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2210009.750000 Penalty: 11272.457031
	Iteration 76Q: 3 clusters Score -2210010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2210019.750000 Penalty: 11272.457031
	Iteration 77Q: 3 clusters Score -2210020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2210032.750000 Penalty: 11272.457031
	Iteration 78Q: 3 clusters Score -2210033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2210043.500000 Penalty: 11272.457031
	Iteration 79Q: 3 clusters Score -2210044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2210047.000000 Penalty: 11272.457031
	Iteration 80F: 3 clusters Score -2210047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2210054.500000 Penalty: 11272.457031
	Iteration 81Q: 3 clusters Score -2210054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2210060.750000 Penalty: 11272.457031
	Iteration 82Q: 3 clusters Score -2210061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2210069.500000 Penalty: 11272.457031
	Iteration 83Q: 3 clusters Score -2210070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2210075.500000 Penalty: 11272.457031
	Iteration 84Q: 3 clusters Score -2210076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2210078.250000 Penalty: 11272.457031
	Iteration 85Q: 3 clusters Score -2210078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2210086.000000 Penalty: 11272.457031
	Iteration 86Q: 3 clusters Score -2210086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2210093.000000 Penalty: 11272.457031
	Iteration 87Q: 3 clusters Score -2210093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2210095.500000 Penalty: 11272.457031
	Iteration 88Q: 3 clusters Score -2210096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2210100.000000 Penalty: 11272.457031
	Iteration 89Q: 3 clusters Score -2210100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2210099.500000 Penalty: 11272.457031
	Iteration 90Q: 3 clusters Score -2210100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2210100.500000 Penalty: 11272.457031
	Iteration 91Q: 3 clusters Score -2210100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2210103.000000 Penalty: 11272.457031
	Iteration 92Q: 3 clusters Score -2210103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2210105.000000 Penalty: 11272.457031
	Iteration 93Q: 3 clusters Score -2210105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2210105.750000 Penalty: 11272.457031
	Iteration 94Q: 3 clusters Score -2210106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2210104.500000 Penalty: 11272.457031
	Iteration 95Q: 3 clusters Score -2210104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2210108.500000 Penalty: 11272.457031
	Iteration 96Q: 3 clusters Score -2210108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2210109.000000 Penalty: 11272.457031
	Iteration 97Q: 3 clusters Score -2210109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2210107.000000 Penalty: 11272.457031
	Iteration 98Q: 3 clusters Score -2210107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2210107.000000 Penalty: 11272.457031
	Iteration 99F: 3 clusters Score -2210107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Entering Unmasked Estep 
Score: -1816908.750000 Penalty: 5494.156250
	Iteration 0F: 2 clusters Score -1816909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1807983.625000 Penalty: 10988.312500
	Iteration 0F: 3 clusters Score -1807984 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1809661.375000 Penalty: 10988.312500
	Iteration 1F: 3 clusters Score -1809661 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1810061.750000 Penalty: 10988.312500
	Iteration 2F: 3 clusters Score -1810062 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1810332.875000 Penalty: 10988.312500
	Iteration 3F: 3 clusters Score -1810333 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1810487.125000 Penalty: 10988.312500
	Iteration 4Q: 3 clusters Score -1810487 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1810578.500000 Penalty: 10988.312500
	Iteration 5Q: 3 clusters Score -1810578 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1810636.750000 Penalty: 10988.312500
	Iteration 6Q: 3 clusters Score -1810637 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1810670.875000 Penalty: 10988.312500
	Iteration 7Q: 3 clusters Score -1810671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1810700.500000 Penalty: 10988.312500
	Iteration 8Q: 3 clusters Score -1810700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1810730.125000 Penalty: 10988.312500
	Iteration 9Q: 3 clusters Score -1810730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1810747.250000 Penalty: 10988.312500
	Iteration 10Q: 3 clusters Score -1810747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1810768.125000 Penalty: 10988.312500
	Iteration 11Q: 3 clusters Score -1810768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1810784.625000 Penalty: 10988.312500
	Iteration 12Q: 3 clusters Score -1810785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1810796.250000 Penalty: 10988.312500
	Iteration 13Q: 3 clusters Score -1810796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1810810.500000 Penalty: 10988.312500
	Iteration 14Q: 3 clusters Score -1810810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1810823.250000 Penalty: 10988.312500
	Iteration 15Q: 3 clusters Score -1810823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1810823.375000 Penalty: 10988.312500
	Iteration 16Q: 3 clusters Score -1810823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1810830.250000 Penalty: 10988.312500
	Iteration 17Q: 3 clusters Score -1810830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1810838.375000 Penalty: 10988.312500
	Iteration 18Q: 3 clusters Score -1810838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1810850.500000 Penalty: 10988.312500
	Iteration 19Q: 3 clusters Score -1810850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1810858.125000 Penalty: 10988.312500
	Iteration 20F: 3 clusters Score -1810858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1810861.750000 Penalty: 10988.312500
	Iteration 21Q: 3 clusters Score -1810862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1810862.875000 Penalty: 10988.312500
	Iteration 22Q: 3 clusters Score -1810863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1810868.500000 Penalty: 10988.312500
	Iteration 23Q: 3 clusters Score -1810868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1810876.125000 Penalty: 10988.312500
	Iteration 24Q: 3 clusters Score -1810876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1810877.375000 Penalty: 10988.312500
	Iteration 25Q: 3 clusters Score -1810877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1810886.875000 Penalty: 10988.312500
	Iteration 26Q: 3 clusters Score -1810887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1810885.000000 Penalty: 10988.312500
	Iteration 27Q: 3 clusters Score -1810885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1810889.250000 Penalty: 10988.312500
	Iteration 28Q: 3 clusters Score -1810889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1810887.750000 Penalty: 10988.312500
	Iteration 29Q: 3 clusters Score -1810888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1810894.750000 Penalty: 10988.312500
	Iteration 30Q: 3 clusters Score -1810895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1810898.750000 Penalty: 10988.312500
	Iteration 31Q: 3 clusters Score -1810899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1810902.750000 Penalty: 10988.312500
	Iteration 32Q: 3 clusters Score -1810903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1810905.375000 Penalty: 10988.312500
	Iteration 33Q: 3 clusters Score -1810905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1810905.125000 Penalty: 10988.312500
	Iteration 34Q: 3 clusters Score -1810905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1810905.750000 Penalty: 10988.312500
	Iteration 35Q: 3 clusters Score -1810906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1810908.375000 Penalty: 10988.312500
	Iteration 36Q: 3 clusters Score -1810908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1810909.625000 Penalty: 10988.312500
	Iteration 37Q: 3 clusters Score -1810910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1810909.625000 Penalty: 10988.312500
	Iteration 38Q: 3 clusters Score -1810910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1810909.625000 Penalty: 10988.312500
	Iteration 39F: 3 clusters Score -1810910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Entering Unmasked Estep 
Score: -12525611.000000 Penalty: 6687.381836
	Iteration 0F: 2 clusters Score -1.252561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -12486420.000000 Penalty: 13374.763672
	Iteration 0F: 3 clusters Score -1.248642e+07 nChanged 24521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -12499710.000000 Penalty: 13374.763672
	Iteration 1F: 3 clusters Score -1.249971e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -12500608.000000 Penalty: 13374.763672
	Iteration 2F: 3 clusters Score -1.250061e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -12501344.000000 Penalty: 13374.763672
	Iteration 3Q: 3 clusters Score -1.250134e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -12502042.000000 Penalty: 13374.763672
	Iteration 4Q: 3 clusters Score -1.250204e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -12502729.000000 Penalty: 13374.763672
	Iteration 5Q: 3 clusters Score -1.250273e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -12503377.000000 Penalty: 13374.763672
	Iteration 6Q: 3 clusters Score -1.250338e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -12504022.000000 Penalty: 13374.763672
	Iteration 7Q: 3 clusters Score -1.250402e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -12504934.000000 Penalty: 13374.763672
	Iteration 8Q: 3 clusters Score -1.250493e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -12506061.000000 Penalty: 13374.763672
	Iteration 9Q: 3 clusters Score -1.250606e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -12507476.000000 Penalty: 13374.763672
	Iteration 10Q: 3 clusters Score -1.250748e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -12509157.000000 Penalty: 13374.763672
	Iteration 11F: 3 clusters Score -1.250916e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -12511051.000000 Penalty: 13374.763672
	Iteration 12F: 3 clusters Score -1.251105e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -12513015.000000 Penalty: 13374.763672
	Iteration 13Q: 3 clusters Score -1.251302e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -12515042.000000 Penalty: 13374.763672
	Iteration 14Q: 3 clusters Score -1.251504e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -12516647.000000 Penalty: 13374.763672
	Iteration 15Q: 3 clusters Score -1.251665e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -12517728.000000 Penalty: 13374.763672
	Iteration 16Q: 3 clusters Score -1.251773e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -12518480.000000 Penalty: 13374.763672
	Iteration 17Q: 3 clusters Score -1.251848e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -12518994.000000 Penalty: 13374.763672
	Iteration 18Q: 3 clusters Score -1.251899e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -12519248.000000 Penalty: 13374.763672
	Iteration 19Q: 3 clusters Score -1.251925e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -12519465.000000 Penalty: 13374.763672
	Iteration 20F: 3 clusters Score -1.251946e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -12519569.000000 Penalty: 13374.763672
	Iteration 21Q: 3 clusters Score -1.251957e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -12519605.000000 Penalty: 13374.763672
	Iteration 22Q: 3 clusters Score -1.25196e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -12519629.000000 Penalty: 13374.763672
	Iteration 23Q: 3 clusters Score -1.251963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -12519666.000000 Penalty: 13374.763672
	Iteration 24Q: 3 clusters Score -1.251967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -12519701.000000 Penalty: 13374.763672
	Iteration 25Q: 3 clusters Score -1.25197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -12519702.000000 Penalty: 13374.763672
	Iteration 26Q: 3 clusters Score -1.25197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -12519709.000000 Penalty: 13374.763672
	Iteration 27Q: 3 clusters Score -1.251971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -12519728.000000 Penalty: 13374.763672
	Iteration 28Q: 3 clusters Score -1.251973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -12519734.000000 Penalty: 13374.763672
	Iteration 29Q: 3 clusters Score -1.251973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -12519744.000000 Penalty: 13374.763672
	Iteration 30Q: 3 clusters Score -1.251974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -12519758.000000 Penalty: 13374.763672
	Iteration 31Q: 3 clusters Score -1.251976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -12519768.000000 Penalty: 13374.763672
	Iteration 32Q: 3 clusters Score -1.251977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -12519768.000000 Penalty: 13374.763672
	Iteration 33Q: 3 clusters Score -1.251977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -12519790.000000 Penalty: 13374.763672
	Iteration 34Q: 3 clusters Score -1.251979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -12519782.000000 Penalty: 13374.763672
	Iteration 35Q: 3 clusters Score -1.251978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -12519798.000000 Penalty: 13374.763672
	Iteration 36Q: 3 clusters Score -1.25198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -12519797.000000 Penalty: 13374.763672
	Iteration 37Q: 3 clusters Score -1.25198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -12519813.000000 Penalty: 13374.763672
	Iteration 38Q: 3 clusters Score -1.251981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -12519812.000000 Penalty: 13374.763672
	Iteration 39Q: 3 clusters Score -1.251981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -12519809.000000 Penalty: 13374.763672
	Iteration 40F: 3 clusters Score -1.251981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -12519802.000000 Penalty: 13374.763672
	Iteration 41Q: 3 clusters Score -1.25198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -12519828.000000 Penalty: 13374.763672
	Iteration 42Q: 3 clusters Score -1.251983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -12519826.000000 Penalty: 13374.763672
	Iteration 43Q: 3 clusters Score -1.251983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -12519820.000000 Penalty: 13374.763672
	Iteration 44Q: 3 clusters Score -1.251982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -12519826.000000 Penalty: 13374.763672
	Iteration 45Q: 3 clusters Score -1.251983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -12519823.000000 Penalty: 13374.763672
	Iteration 46Q: 3 clusters Score -1.251982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -12519823.000000 Penalty: 13374.763672
	Iteration 47Q: 3 clusters Score -1.251982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -12519823.000000 Penalty: 13374.763672
	Iteration 48F: 3 clusters Score -1.251982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -254735.515625 Penalty: 4334.967285
	Iteration 0F: 2 clusters Score -254735.5 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 599 members 
Entering Unmasked Estep 
Score: -250555.640625 Penalty: 8669.934570
	Iteration 0F: 3 clusters Score -250555.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -251175.421875 Penalty: 8669.934570
	Iteration 1F: 3 clusters Score -251175.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -251407.234375 Penalty: 8669.934570
	Iteration 2F: 3 clusters Score -251407.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -251565.375000 Penalty: 8669.934570
	Iteration 3Q: 3 clusters Score -251565.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -251683.656250 Penalty: 8669.934570
	Iteration 4Q: 3 clusters Score -251683.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -251772.437500 Penalty: 8669.934570
	Iteration 5Q: 3 clusters Score -251772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -251835.609375 Penalty: 8669.934570
	Iteration 6Q: 3 clusters Score -251835.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -251890.328125 Penalty: 8669.934570
	Iteration 7Q: 3 clusters Score -251890.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -251919.000000 Penalty: 8669.934570
	Iteration 8Q: 3 clusters Score -251919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -251961.171875 Penalty: 8669.934570
	Iteration 9Q: 3 clusters Score -251961.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -251993.250000 Penalty: 8669.934570
	Iteration 10Q: 3 clusters Score -251993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -252021.312500 Penalty: 8669.934570
	Iteration 11Q: 3 clusters Score -252021.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -252047.296875 Penalty: 8669.934570
	Iteration 12Q: 3 clusters Score -252047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -252072.375000 Penalty: 8669.934570
	Iteration 13Q: 3 clusters Score -252072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -252090.500000 Penalty: 8669.934570
	Iteration 14Q: 3 clusters Score -252090.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -252106.078125 Penalty: 8669.934570
	Iteration 15Q: 3 clusters Score -252106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -252120.765625 Penalty: 8669.934570
	Iteration 16Q: 3 clusters Score -252120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -252154.156250 Penalty: 8669.934570
	Iteration 17Q: 3 clusters Score -252154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -252174.156250 Penalty: 8669.934570
	Iteration 18Q: 3 clusters Score -252174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -252176.156250 Penalty: 8669.934570
	Iteration 19Q: 3 clusters Score -252176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -252179.171875 Penalty: 8669.934570
	Iteration 20F: 3 clusters Score -252179.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (92728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Entering Unmasked Estep 
Score: -21367290.000000 Penalty: 7005.423340
	Iteration 0F: 2 clusters Score -2.136729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -21304496.000000 Penalty: 14010.846680
	Iteration 0F: 3 clusters Score -2.13045e+07 nChanged 42285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -21327762.000000 Penalty: 14010.846680
	Iteration 1F: 3 clusters Score -2.132776e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -21328668.000000 Penalty: 14010.846680
	Iteration 2Q: 3 clusters Score -2.132867e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -21329566.000000 Penalty: 14010.846680
	Iteration 3Q: 3 clusters Score -2.132957e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -21330228.000000 Penalty: 14010.846680
	Iteration 4Q: 3 clusters Score -2.133023e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -21330832.000000 Penalty: 14010.846680
	Iteration 5Q: 3 clusters Score -2.133083e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -21331550.000000 Penalty: 14010.846680
	Iteration 6Q: 3 clusters Score -2.133155e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -21332350.000000 Penalty: 14010.846680
	Iteration 7Q: 3 clusters Score -2.133235e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -21333492.000000 Penalty: 14010.846680
	Iteration 8Q: 3 clusters Score -2.133349e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -21335144.000000 Penalty: 14010.846680
	Iteration 9Q: 3 clusters Score -2.133514e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -21337594.000000 Penalty: 14010.846680
	Iteration 10Q: 3 clusters Score -2.133759e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 69480 members 
Entering Unmasked Estep 
Score: -21341378.000000 Penalty: 14010.846680
	Iteration 11F: 3 clusters Score -2.134138e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -21346440.000000 Penalty: 14010.846680
	Iteration 12F: 3 clusters Score -2.134644e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -21351762.000000 Penalty: 14010.846680
	Iteration 13F: 3 clusters Score -2.135176e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -21356052.000000 Penalty: 14010.846680
	Iteration 14F: 3 clusters Score -2.135605e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 89656 members 
Entering Unmasked Estep 
Score: -21358524.000000 Penalty: 14010.846680
	Iteration 15Q: 3 clusters Score -2.135852e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -21359742.000000 Penalty: 14010.846680
	Iteration 16Q: 3 clusters Score -2.135974e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 91542 members 
Entering Unmasked Estep 
Score: -21360376.000000 Penalty: 14010.846680
	Iteration 17Q: 3 clusters Score -2.136038e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -21360684.000000 Penalty: 14010.846680
	Iteration 18Q: 3 clusters Score -2.136068e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -21360848.000000 Penalty: 14010.846680
	Iteration 19Q: 3 clusters Score -2.136085e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 91936 members 
Entering Unmasked Estep 
Score: -21360882.000000 Penalty: 14010.846680
	Iteration 20F: 3 clusters Score -2.136088e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -21360952.000000 Penalty: 14010.846680
	Iteration 21Q: 3 clusters Score -2.136095e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 91998 members 
Entering Unmasked Estep 
Score: -21360994.000000 Penalty: 14010.846680
	Iteration 22Q: 3 clusters Score -2.136099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 92005 members 
Entering Unmasked Estep 
Score: -21361026.000000 Penalty: 14010.846680
	Iteration 23Q: 3 clusters Score -2.136103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -21361028.000000 Penalty: 14010.846680
	Iteration 24Q: 3 clusters Score -2.136103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 92018 members 
Entering Unmasked Estep 
Score: -21361028.000000 Penalty: 14010.846680
	Iteration 25Q: 3 clusters Score -2.136103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 92021 members 
Entering Unmasked Estep 
Score: -21361026.000000 Penalty: 14010.846680
	Iteration 26Q: 3 clusters Score -2.136103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -21361036.000000 Penalty: 14010.846680
	Iteration 27Q: 3 clusters Score -2.136104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -21361056.000000 Penalty: 14010.846680
	Iteration 28Q: 3 clusters Score -2.136106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 92029 members 
Entering Unmasked Estep 
Score: -21361058.000000 Penalty: 14010.846680
	Iteration 29Q: 3 clusters Score -2.136106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -21361056.000000 Penalty: 14010.846680
	Iteration 30Q: 3 clusters Score -2.136106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -21361082.000000 Penalty: 14010.846680
	Iteration 31Q: 3 clusters Score -2.136108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -21361064.000000 Penalty: 14010.846680
	Iteration 32Q: 3 clusters Score -2.136106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 92038 members 
Entering Unmasked Estep 
Score: -21361064.000000 Penalty: 14010.846680
	Iteration 33Q: 3 clusters Score -2.136106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -21361078.000000 Penalty: 14010.846680
	Iteration 34Q: 3 clusters Score -2.136108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -21361094.000000 Penalty: 14010.846680
	Iteration 35Q: 3 clusters Score -2.136109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -21361090.000000 Penalty: 14010.846680
	Iteration 36Q: 3 clusters Score -2.136109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 92061 members 
Entering Unmasked Estep 
Score: -21361108.000000 Penalty: 14010.846680
	Iteration 37Q: 3 clusters Score -2.136111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 92065 members 
Entering Unmasked Estep 
Score: -21361104.000000 Penalty: 14010.846680
	Iteration 38Q: 3 clusters Score -2.13611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 92067 members 
Entering Unmasked Estep 
Score: -21361122.000000 Penalty: 14010.846680
	Iteration 39Q: 3 clusters Score -2.136112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -21361128.000000 Penalty: 14010.846680
	Iteration 40F: 3 clusters Score -2.136113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -21361114.000000 Penalty: 14010.846680
	Iteration 41Q: 3 clusters Score -2.136111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -21361116.000000 Penalty: 14010.846680
	Iteration 42Q: 3 clusters Score -2.136112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -21361126.000000 Penalty: 14010.846680
	Iteration 43Q: 3 clusters Score -2.136113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -21361116.000000 Penalty: 14010.846680
	Iteration 44Q: 3 clusters Score -2.136112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -21361128.000000 Penalty: 14010.846680
	Iteration 45Q: 3 clusters Score -2.136113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
Score: -21361128.000000 Penalty: 14010.846680
	Iteration 46Q: 3 clusters Score -2.136113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
Score: -21361128.000000 Penalty: 14010.846680
	Iteration 47F: 3 clusters Score -2.136113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -277307.843750 Penalty: 4378.361816
	Iteration 0F: 2 clusters Score -277307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -272997.250000 Penalty: 8756.723633
	Iteration 0F: 3 clusters Score -272997.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -273458.281250 Penalty: 8756.723633
	Iteration 1F: 3 clusters Score -273458.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -273550.406250 Penalty: 8756.723633
	Iteration 2Q: 3 clusters Score -273550.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -273584.375000 Penalty: 8756.723633
	Iteration 3Q: 3 clusters Score -273584.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -273615.531250 Penalty: 8756.723633
	Iteration 4Q: 3 clusters Score -273615.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -273639.468750 Penalty: 8756.723633
	Iteration 5Q: 3 clusters Score -273639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -273652.843750 Penalty: 8756.723633
	Iteration 6Q: 3 clusters Score -273652.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -273659.343750 Penalty: 8756.723633
	Iteration 7Q: 3 clusters Score -273659.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -273676.562500 Penalty: 8756.723633
	Iteration 8Q: 3 clusters Score -273676.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -273693.343750 Penalty: 8756.723633
	Iteration 9Q: 3 clusters Score -273693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -273708.125000 Penalty: 8756.723633
	Iteration 10Q: 3 clusters Score -273708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -273723.906250 Penalty: 8756.723633
	Iteration 11Q: 3 clusters Score -273723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -273731.375000 Penalty: 8756.723633
	Iteration 12Q: 3 clusters Score -273731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -273732.781250 Penalty: 8756.723633
	Iteration 13Q: 3 clusters Score -273732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -273732.781250 Penalty: 8756.723633
	Iteration 14F: 3 clusters Score -273732.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Entering Unmasked Estep 
Score: -5562387.500000 Penalty: 6190.562012
	Iteration 0F: 2 clusters Score -5562388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -5542910.500000 Penalty: 12381.124023
	Iteration 0F: 3 clusters Score -5542910 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -5548333.000000 Penalty: 12381.124023
	Iteration 1F: 3 clusters Score -5548333 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -5549095.000000 Penalty: 12381.124023
	Iteration 2F: 3 clusters Score -5549095 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -5549617.000000 Penalty: 12381.124023
	Iteration 3F: 3 clusters Score -5549617 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -5550067.500000 Penalty: 12381.124023
	Iteration 4Q: 3 clusters Score -5550068 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -5550556.500000 Penalty: 12381.124023
	Iteration 5Q: 3 clusters Score -5550556 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5551024.000000 Penalty: 12381.124023
	Iteration 6Q: 3 clusters Score -5551024 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -5551652.500000 Penalty: 12381.124023
	Iteration 7Q: 3 clusters Score -5551652 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -5552287.500000 Penalty: 12381.124023
	Iteration 8Q: 3 clusters Score -5552288 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -5552852.500000 Penalty: 12381.124023
	Iteration 9Q: 3 clusters Score -5552852 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -5553428.000000 Penalty: 12381.124023
	Iteration 10Q: 3 clusters Score -5553428 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -5553928.000000 Penalty: 12381.124023
	Iteration 11Q: 3 clusters Score -5553928 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -5554458.000000 Penalty: 12381.124023
	Iteration 12Q: 3 clusters Score -5554458 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -5554974.000000 Penalty: 12381.124023
	Iteration 13Q: 3 clusters Score -5554974 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5555437.000000 Penalty: 12381.124023
	Iteration 14Q: 3 clusters Score -5555437 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5555820.500000 Penalty: 12381.124023
	Iteration 15Q: 3 clusters Score -5555820 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -5556175.500000 Penalty: 12381.124023
	Iteration 16Q: 3 clusters Score -5556176 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -5556535.500000 Penalty: 12381.124023
	Iteration 17Q: 3 clusters Score -5556536 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -5556826.000000 Penalty: 12381.124023
	Iteration 18Q: 3 clusters Score -5556826 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -5557135.500000 Penalty: 12381.124023
	Iteration 19Q: 3 clusters Score -5557136 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -5557446.000000 Penalty: 12381.124023
	Iteration 20F: 3 clusters Score -5557446 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5557858.500000 Penalty: 12381.124023
	Iteration 21Q: 3 clusters Score -5557858 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5558312.000000 Penalty: 12381.124023
	Iteration 22Q: 3 clusters Score -5558312 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -5558579.500000 Penalty: 12381.124023
	Iteration 23Q: 3 clusters Score -5558580 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -5558708.500000 Penalty: 12381.124023
	Iteration 24Q: 3 clusters Score -5558708 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -5558805.500000 Penalty: 12381.124023
	Iteration 25Q: 3 clusters Score -5558806 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -5558865.000000 Penalty: 12381.124023
	Iteration 26Q: 3 clusters Score -5558865 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -5558913.500000 Penalty: 12381.124023
	Iteration 27Q: 3 clusters Score -5558914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5558959.500000 Penalty: 12381.124023
	Iteration 28Q: 3 clusters Score -5558960 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -5558999.500000 Penalty: 12381.124023
	Iteration 29Q: 3 clusters Score -5559000 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -5559019.500000 Penalty: 12381.124023
	Iteration 30Q: 3 clusters Score -5559020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -5559052.000000 Penalty: 12381.124023
	Iteration 31Q: 3 clusters Score -5559052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5559079.500000 Penalty: 12381.124023
	Iteration 32Q: 3 clusters Score -5559080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5559116.500000 Penalty: 12381.124023
	Iteration 33Q: 3 clusters Score -5559116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -5559171.500000 Penalty: 12381.124023
	Iteration 34Q: 3 clusters Score -5559172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -5559183.000000 Penalty: 12381.124023
	Iteration 35Q: 3 clusters Score -5559183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -5559211.500000 Penalty: 12381.124023
	Iteration 36Q: 3 clusters Score -5559212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -5559206.000000 Penalty: 12381.124023
	Iteration 37Q: 3 clusters Score -5559206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -5559230.500000 Penalty: 12381.124023
	Iteration 38Q: 3 clusters Score -5559230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -5559234.000000 Penalty: 12381.124023
	Iteration 39Q: 3 clusters Score -5559234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -5559236.500000 Penalty: 12381.124023
	Iteration 40F: 3 clusters Score -5559236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -5559233.000000 Penalty: 12381.124023
	Iteration 41Q: 3 clusters Score -5559233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5559238.000000 Penalty: 12381.124023
	Iteration 42Q: 3 clusters Score -5559238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -5559249.000000 Penalty: 12381.124023
	Iteration 43Q: 3 clusters Score -5559249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5559250.000000 Penalty: 12381.124023
	Iteration 44Q: 3 clusters Score -5559250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -5559251.000000 Penalty: 12381.124023
	Iteration 45Q: 3 clusters Score -5559251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -5559251.000000 Penalty: 12381.124023
	Iteration 46F: 3 clusters Score -5559251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (112031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112031 members 
Entering Unmasked Estep 
Score: -25467322.000000 Penalty: 7121.250000
	Iteration 0F: 2 clusters Score -2.546732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -25391408.000000 Penalty: 14242.500000
	Iteration 0F: 3 clusters Score -2.539141e+07 nChanged 51328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -25419570.000000 Penalty: 14242.500000
	Iteration 1F: 3 clusters Score -2.541957e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -25420686.000000 Penalty: 14242.500000
	Iteration 2Q: 3 clusters Score -2.542069e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -25421666.000000 Penalty: 14242.500000
	Iteration 3Q: 3 clusters Score -2.542167e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -25422582.000000 Penalty: 14242.500000
	Iteration 4Q: 3 clusters Score -2.542258e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -25423716.000000 Penalty: 14242.500000
	Iteration 5Q: 3 clusters Score -2.542372e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
Score: -25425072.000000 Penalty: 14242.500000
	Iteration 6Q: 3 clusters Score -2.542507e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -25427468.000000 Penalty: 14242.500000
	Iteration 7Q: 3 clusters Score -2.542747e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -25431382.000000 Penalty: 14242.500000
	Iteration 8F: 3 clusters Score -2.543138e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 86485 members 
Entering Unmasked Estep 
Score: -25437190.000000 Penalty: 14242.500000
	Iteration 9F: 3 clusters Score -2.543719e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 95223 members 
Entering Unmasked Estep 
Score: -25444966.000000 Penalty: 14242.500000
	Iteration 10F: 3 clusters Score -2.544497e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -25452138.000000 Penalty: 14242.500000
	Iteration 11F: 3 clusters Score -2.545214e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 107928 members 
Entering Unmasked Estep 
Score: -25456822.000000 Penalty: 14242.500000
	Iteration 12Q: 3 clusters Score -2.545682e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 110235 members 
Entering Unmasked Estep 
Score: -25459104.000000 Penalty: 14242.500000
	Iteration 13Q: 3 clusters Score -2.54591e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 111075 members 
Entering Unmasked Estep 
Score: -25460034.000000 Penalty: 14242.500000
	Iteration 14Q: 3 clusters Score -2.546003e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 111338 members 
Entering Unmasked Estep 
Score: -25460420.000000 Penalty: 14242.500000
	Iteration 15Q: 3 clusters Score -2.546042e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 111435 members 
Entering Unmasked Estep 
Score: -25460606.000000 Penalty: 14242.500000
	Iteration 16Q: 3 clusters Score -2.546061e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 111481 members 
Entering Unmasked Estep 
Score: -25460696.000000 Penalty: 14242.500000
	Iteration 17Q: 3 clusters Score -2.54607e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 111506 members 
Entering Unmasked Estep 
Score: -25460734.000000 Penalty: 14242.500000
	Iteration 18Q: 3 clusters Score -2.546073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 111522 members 
Entering Unmasked Estep 
Score: -25460770.000000 Penalty: 14242.500000
	Iteration 19Q: 3 clusters Score -2.546077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 111532 members 
Entering Unmasked Estep 
Score: -25460802.000000 Penalty: 14242.500000
	Iteration 20F: 3 clusters Score -2.54608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 111538 members 
Entering Unmasked Estep 
Score: -25460812.000000 Penalty: 14242.500000
	Iteration 21Q: 3 clusters Score -2.546081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 111540 members 
Entering Unmasked Estep 
Score: -25460808.000000 Penalty: 14242.500000
	Iteration 22Q: 3 clusters Score -2.546081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 111541 members 
Entering Unmasked Estep 
Score: -25460824.000000 Penalty: 14242.500000
	Iteration 23Q: 3 clusters Score -2.546082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 111543 members 
Entering Unmasked Estep 
Score: -25460806.000000 Penalty: 14242.500000
	Iteration 24Q: 3 clusters Score -2.546081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 111543 members 
Entering Unmasked Estep 
Score: -25460820.000000 Penalty: 14242.500000
	Iteration 25Q: 3 clusters Score -2.546082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 111542 members 
Entering Unmasked Estep 
Score: -25460826.000000 Penalty: 14242.500000
	Iteration 26Q: 3 clusters Score -2.546083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 111542 members 
Entering Unmasked Estep 
Score: -25460826.000000 Penalty: 14242.500000
	Iteration 27F: 3 clusters Score -2.546083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Entering Unmasked Estep 
Score: -6985519.000000 Penalty: 6356.303711
	Iteration 0F: 2 clusters Score -6985519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -6961461.000000 Penalty: 12712.607422
	Iteration 0F: 3 clusters Score -6961461 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -6968714.500000 Penalty: 12712.607422
	Iteration 1F: 3 clusters Score -6968714 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -6969630.500000 Penalty: 12712.607422
	Iteration 2F: 3 clusters Score -6969630 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -6970321.000000 Penalty: 12712.607422
	Iteration 3F: 3 clusters Score -6970321 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -6970886.000000 Penalty: 12712.607422
	Iteration 4Q: 3 clusters Score -6970886 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -6971432.000000 Penalty: 12712.607422
	Iteration 5Q: 3 clusters Score -6971432 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -6972109.000000 Penalty: 12712.607422
	Iteration 6Q: 3 clusters Score -6972109 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -6972888.000000 Penalty: 12712.607422
	Iteration 7Q: 3 clusters Score -6972888 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -6973699.000000 Penalty: 12712.607422
	Iteration 8Q: 3 clusters Score -6973699 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -6974645.000000 Penalty: 12712.607422
	Iteration 9Q: 3 clusters Score -6974645 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -6975589.000000 Penalty: 12712.607422
	Iteration 10Q: 3 clusters Score -6975589 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -6976554.000000 Penalty: 12712.607422
	Iteration 11Q: 3 clusters Score -6976554 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -6977415.500000 Penalty: 12712.607422
	Iteration 12Q: 3 clusters Score -6977416 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -6978176.500000 Penalty: 12712.607422
	Iteration 13Q: 3 clusters Score -6978176 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -6978774.000000 Penalty: 12712.607422
	Iteration 14Q: 3 clusters Score -6978774 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -6979183.000000 Penalty: 12712.607422
	Iteration 15Q: 3 clusters Score -6979183 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -6979539.000000 Penalty: 12712.607422
	Iteration 16Q: 3 clusters Score -6979539 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -6979770.500000 Penalty: 12712.607422
	Iteration 17Q: 3 clusters Score -6979770 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -6979996.500000 Penalty: 12712.607422
	Iteration 18Q: 3 clusters Score -6979996 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -6980175.000000 Penalty: 12712.607422
	Iteration 19Q: 3 clusters Score -6980175 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -6980327.000000 Penalty: 12712.607422
	Iteration 20F: 3 clusters Score -6980327 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -6980498.000000 Penalty: 12712.607422
	Iteration 21Q: 3 clusters Score -6980498 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -6980681.500000 Penalty: 12712.607422
	Iteration 22Q: 3 clusters Score -6980682 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -6980802.500000 Penalty: 12712.607422
	Iteration 23Q: 3 clusters Score -6980802 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6980916.000000 Penalty: 12712.607422
	Iteration 24Q: 3 clusters Score -6980916 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -6981018.500000 Penalty: 12712.607422
	Iteration 25Q: 3 clusters Score -6981018 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6981124.500000 Penalty: 12712.607422
	Iteration 26Q: 3 clusters Score -6981124 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -6981281.000000 Penalty: 12712.607422
	Iteration 27Q: 3 clusters Score -6981281 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6981381.500000 Penalty: 12712.607422
	Iteration 28Q: 3 clusters Score -6981382 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6981435.000000 Penalty: 12712.607422
	Iteration 29Q: 3 clusters Score -6981435 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -6981503.500000 Penalty: 12712.607422
	Iteration 30Q: 3 clusters Score -6981504 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6981531.500000 Penalty: 12712.607422
	Iteration 31Q: 3 clusters Score -6981532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6981593.000000 Penalty: 12712.607422
	Iteration 32Q: 3 clusters Score -6981593 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6981661.500000 Penalty: 12712.607422
	Iteration 33Q: 3 clusters Score -6981662 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6981698.000000 Penalty: 12712.607422
	Iteration 34Q: 3 clusters Score -6981698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6981724.500000 Penalty: 12712.607422
	Iteration 35Q: 3 clusters Score -6981724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6981749.500000 Penalty: 12712.607422
	Iteration 36Q: 3 clusters Score -6981750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6981770.000000 Penalty: 12712.607422
	Iteration 37Q: 3 clusters Score -6981770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6981794.000000 Penalty: 12712.607422
	Iteration 38Q: 3 clusters Score -6981794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6981815.000000 Penalty: 12712.607422
	Iteration 39Q: 3 clusters Score -6981815 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -6981917.000000 Penalty: 12712.607422
	Iteration 40F: 3 clusters Score -6981917 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6982076.000000 Penalty: 12712.607422
	Iteration 41Q: 3 clusters Score -6982076 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6982244.500000 Penalty: 12712.607422
	Iteration 42Q: 3 clusters Score -6982244 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6982473.500000 Penalty: 12712.607422
	Iteration 43Q: 3 clusters Score -6982474 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6982710.000000 Penalty: 12712.607422
	Iteration 44Q: 3 clusters Score -6982710 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6982940.000000 Penalty: 12712.607422
	Iteration 45Q: 3 clusters Score -6982940 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6983124.500000 Penalty: 12712.607422
	Iteration 46Q: 3 clusters Score -6983124 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6983243.000000 Penalty: 12712.607422
	Iteration 47Q: 3 clusters Score -6983243 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6983339.000000 Penalty: 12712.607422
	Iteration 48Q: 3 clusters Score -6983339 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6983389.500000 Penalty: 12712.607422
	Iteration 49Q: 3 clusters Score -6983390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6983434.000000 Penalty: 12712.607422
	Iteration 50Q: 3 clusters Score -6983434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6983448.500000 Penalty: 12712.607422
	Iteration 51Q: 3 clusters Score -6983448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6983471.500000 Penalty: 12712.607422
	Iteration 52Q: 3 clusters Score -6983472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6983489.000000 Penalty: 12712.607422
	Iteration 53Q: 3 clusters Score -6983489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6983493.000000 Penalty: 12712.607422
	Iteration 54Q: 3 clusters Score -6983493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6983506.500000 Penalty: 12712.607422
	Iteration 55Q: 3 clusters Score -6983506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6983510.000000 Penalty: 12712.607422
	Iteration 56Q: 3 clusters Score -6983510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6983519.000000 Penalty: 12712.607422
	Iteration 57Q: 3 clusters Score -6983519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6983512.000000 Penalty: 12712.607422
	Iteration 58Q: 3 clusters Score -6983512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6983513.500000 Penalty: 12712.607422
	Iteration 59Q: 3 clusters Score -6983514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6983742.000000 Penalty: 12712.607422
	Iteration 60F: 3 clusters Score -6983742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6983891.000000 Penalty: 12712.607422
	Iteration 61Q: 3 clusters Score -6983891 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6983935.500000 Penalty: 12712.607422
	Iteration 62Q: 3 clusters Score -6983936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6984007.500000 Penalty: 12712.607422
	Iteration 63Q: 3 clusters Score -6984008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6984040.000000 Penalty: 12712.607422
	Iteration 64Q: 3 clusters Score -6984040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6984079.000000 Penalty: 12712.607422
	Iteration 65Q: 3 clusters Score -6984079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6984086.500000 Penalty: 12712.607422
	Iteration 66Q: 3 clusters Score -6984086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6984103.500000 Penalty: 12712.607422
	Iteration 67Q: 3 clusters Score -6984104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6984119.000000 Penalty: 12712.607422
	Iteration 68Q: 3 clusters Score -6984119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6984152.000000 Penalty: 12712.607422
	Iteration 69Q: 3 clusters Score -6984152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6984154.500000 Penalty: 12712.607422
	Iteration 70Q: 3 clusters Score -6984154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6984160.000000 Penalty: 12712.607422
	Iteration 71Q: 3 clusters Score -6984160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6984154.500000 Penalty: 12712.607422
	Iteration 72Q: 3 clusters Score -6984154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6984157.500000 Penalty: 12712.607422
	Iteration 73Q: 3 clusters Score -6984158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6984164.000000 Penalty: 12712.607422
	Iteration 74Q: 3 clusters Score -6984164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6984170.500000 Penalty: 12712.607422
	Iteration 75Q: 3 clusters Score -6984170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6984173.500000 Penalty: 12712.607422
	Iteration 76Q: 3 clusters Score -6984174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6984175.500000 Penalty: 12712.607422
	Iteration 77Q: 3 clusters Score -6984176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6984167.000000 Penalty: 12712.607422
	Iteration 78Q: 3 clusters Score -6984167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6984167.500000 Penalty: 12712.607422
	Iteration 79F: 3 clusters Score -6984168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6984164.500000 Penalty: 12712.607422
	Iteration 80F: 3 clusters Score -6984164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143709 members 
Entering Unmasked Estep 
Score: -32802714.000000 Penalty: 7273.771484
	Iteration 0F: 2 clusters Score -3.280271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -32715664.000000 Penalty: 14547.542969
	Iteration 0F: 3 clusters Score -3.271566e+07 nChanged 66791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -32752714.000000 Penalty: 14547.542969
	Iteration 1F: 3 clusters Score -3.275271e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
Score: -32753990.000000 Penalty: 14547.542969
	Iteration 2Q: 3 clusters Score -3.275399e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70088 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -32755264.000000 Penalty: 14547.542969
	Iteration 3Q: 3 clusters Score -3.275526e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -32756596.000000 Penalty: 14547.542969
	Iteration 4Q: 3 clusters Score -3.27566e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 75620 members 
Entering Unmasked Estep 
Score: -32758496.000000 Penalty: 14547.542969
	Iteration 5Q: 3 clusters Score -3.27585e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -32760636.000000 Penalty: 14547.542969
	Iteration 6Q: 3 clusters Score -3.276064e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -32763250.000000 Penalty: 14547.542969
	Iteration 7Q: 3 clusters Score -3.276325e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -32766854.000000 Penalty: 14547.542969
	Iteration 8Q: 3 clusters Score -3.276685e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -32771096.000000 Penalty: 14547.542969
	Iteration 9F: 3 clusters Score -3.27711e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -32775744.000000 Penalty: 14547.542969
	Iteration 10F: 3 clusters Score -3.277574e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -32780752.000000 Penalty: 14547.542969
	Iteration 11F: 3 clusters Score -3.278075e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 102209 members 
Entering Unmasked Estep 
Score: -32785724.000000 Penalty: 14547.542969
	Iteration 12Q: 3 clusters Score -3.278572e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 105736 members 
Entering Unmasked Estep 
Score: -32790152.000000 Penalty: 14547.542969
	Iteration 13Q: 3 clusters Score -3.279015e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -32793440.000000 Penalty: 14547.542969
	Iteration 14Q: 3 clusters Score -3.279344e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 110478 members 
Entering Unmasked Estep 
Score: -32795536.000000 Penalty: 14547.542969
	Iteration 15Q: 3 clusters Score -3.279554e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 112272 members 
Entering Unmasked Estep 
Score: -32796790.000000 Penalty: 14547.542969
	Iteration 16Q: 3 clusters Score -3.279679e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 113871 members 
Entering Unmasked Estep 
Score: -32797702.000000 Penalty: 14547.542969
	Iteration 17Q: 3 clusters Score -3.27977e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -32798390.000000 Penalty: 14547.542969
	Iteration 18Q: 3 clusters Score -3.279839e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -32798934.000000 Penalty: 14547.542969
	Iteration 19Q: 3 clusters Score -3.279893e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 118383 members 
Entering Unmasked Estep 
Score: -32799370.000000 Penalty: 14547.542969
	Iteration 20F: 3 clusters Score -3.279937e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 119722 members 
Entering Unmasked Estep 
Score: -32799610.000000 Penalty: 14547.542969
	Iteration 21Q: 3 clusters Score -3.279961e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 120997 members 
Entering Unmasked Estep 
Score: -32799940.000000 Penalty: 14547.542969
	Iteration 22Q: 3 clusters Score -3.279994e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 122269 members 
Entering Unmasked Estep 
Score: -32800096.000000 Penalty: 14547.542969
	Iteration 23Q: 3 clusters Score -3.28001e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 123452 members 
Entering Unmasked Estep 
Score: -32800304.000000 Penalty: 14547.542969
	Iteration 24Q: 3 clusters Score -3.28003e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 124540 members 
Entering Unmasked Estep 
Score: -32800394.000000 Penalty: 14547.542969
	Iteration 25Q: 3 clusters Score -3.280039e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 125595 members 
Entering Unmasked Estep 
Score: -32800498.000000 Penalty: 14547.542969
	Iteration 26Q: 3 clusters Score -3.28005e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 126560 members 
Entering Unmasked Estep 
Score: -32800560.000000 Penalty: 14547.542969
	Iteration 27Q: 3 clusters Score -3.280056e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 127463 members 
Entering Unmasked Estep 
Score: -32800614.000000 Penalty: 14547.542969
	Iteration 28Q: 3 clusters Score -3.280061e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 128264 members 
Entering Unmasked Estep 
Score: -32800678.000000 Penalty: 14547.542969
	Iteration 29Q: 3 clusters Score -3.280068e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 128953 members 
Entering Unmasked Estep 
Score: -32800660.000000 Penalty: 14547.542969
	Iteration 30Q: 3 clusters Score -3.280066e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 129559 members 
Entering Unmasked Estep 
Score: -32800724.000000 Penalty: 14547.542969
	Iteration 31Q: 3 clusters Score -3.280072e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 130107 members 
Entering Unmasked Estep 
Score: -32800764.000000 Penalty: 14547.542969
	Iteration 32Q: 3 clusters Score -3.280076e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 130586 members 
Entering Unmasked Estep 
Score: -32800762.000000 Penalty: 14547.542969
	Iteration 33Q: 3 clusters Score -3.280076e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 131017 members 
Entering Unmasked Estep 
Score: -32800840.000000 Penalty: 14547.542969
	Iteration 34Q: 3 clusters Score -3.280084e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 131369 members 
Entering Unmasked Estep 
Score: -32800896.000000 Penalty: 14547.542969
	Iteration 35Q: 3 clusters Score -3.28009e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 131687 members 
Entering Unmasked Estep 
Score: -32800926.000000 Penalty: 14547.542969
	Iteration 36Q: 3 clusters Score -3.280093e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 131987 members 
Entering Unmasked Estep 
Score: -32801036.000000 Penalty: 14547.542969
	Iteration 37Q: 3 clusters Score -3.280104e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 132254 members 
Entering Unmasked Estep 
Score: -32801034.000000 Penalty: 14547.542969
	Iteration 38Q: 3 clusters Score -3.280103e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
Score: -32801058.000000 Penalty: 14547.542969
	Iteration 39Q: 3 clusters Score -3.280106e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 132660 members 
Entering Unmasked Estep 
Score: -32801024.000000 Penalty: 14547.542969
	Iteration 40F: 3 clusters Score -3.280102e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 132803 members 
Entering Unmasked Estep 
Score: -32801028.000000 Penalty: 14547.542969
	Iteration 41Q: 3 clusters Score -3.280103e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
Score: -32801002.000000 Penalty: 14547.542969
	Iteration 42Q: 3 clusters Score -3.2801e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -32801000.000000 Penalty: 14547.542969
	Iteration 43Q: 3 clusters Score -3.2801e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 133167 members 
Entering Unmasked Estep 
Score: -32800928.000000 Penalty: 14547.542969
	Iteration 44Q: 3 clusters Score -3.280093e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 133278 members 
Entering Unmasked Estep 
Score: -32800914.000000 Penalty: 14547.542969
	Iteration 45Q: 3 clusters Score -3.280091e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 133384 members 
Entering Unmasked Estep 
Score: -32800886.000000 Penalty: 14547.542969
	Iteration 46Q: 3 clusters Score -3.280089e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 133483 members 
Entering Unmasked Estep 
Score: -32800888.000000 Penalty: 14547.542969
	Iteration 47Q: 3 clusters Score -3.280089e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 133594 members 
Entering Unmasked Estep 
Score: -32800864.000000 Penalty: 14547.542969
	Iteration 48Q: 3 clusters Score -3.280086e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 133698 members 
Entering Unmasked Estep 
Score: -32800854.000000 Penalty: 14547.542969
	Iteration 49Q: 3 clusters Score -3.280085e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 133806 members 
Entering Unmasked Estep 
Score: -32800806.000000 Penalty: 14547.542969
	Iteration 50Q: 3 clusters Score -3.280081e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 133903 members 
Entering Unmasked Estep 
Score: -32800814.000000 Penalty: 14547.542969
	Iteration 51Q: 3 clusters Score -3.280081e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 134001 members 
Entering Unmasked Estep 
Score: -32800798.000000 Penalty: 14547.542969
	Iteration 52Q: 3 clusters Score -3.28008e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 134102 members 
Entering Unmasked Estep 
Score: -32800788.000000 Penalty: 14547.542969
	Iteration 53Q: 3 clusters Score -3.280079e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 134187 members 
Entering Unmasked Estep 
Score: -32800774.000000 Penalty: 14547.542969
	Iteration 54Q: 3 clusters Score -3.280077e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 134270 members 
Entering Unmasked Estep 
Score: -32800816.000000 Penalty: 14547.542969
	Iteration 55Q: 3 clusters Score -3.280082e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 134346 members 
Entering Unmasked Estep 
Score: -32800802.000000 Penalty: 14547.542969
	Iteration 56Q: 3 clusters Score -3.28008e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 134424 members 
Entering Unmasked Estep 
Score: -32800818.000000 Penalty: 14547.542969
	Iteration 57Q: 3 clusters Score -3.280082e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 134510 members 
Entering Unmasked Estep 
Score: -32800848.000000 Penalty: 14547.542969
	Iteration 58Q: 3 clusters Score -3.280085e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 134595 members 
Entering Unmasked Estep 
Score: -32800790.000000 Penalty: 14547.542969
	Iteration 59Q: 3 clusters Score -3.280079e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 134654 members 
Entering Unmasked Estep 
Score: -32800804.000000 Penalty: 14547.542969
	Iteration 60F: 3 clusters Score -3.28008e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 134714 members 
Entering Unmasked Estep 
Score: -32800800.000000 Penalty: 14547.542969
	Iteration 61Q: 3 clusters Score -3.28008e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 134779 members 
Entering Unmasked Estep 
Score: -32800796.000000 Penalty: 14547.542969
	Iteration 62Q: 3 clusters Score -3.28008e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 134845 members 
Entering Unmasked Estep 
Score: -32800800.000000 Penalty: 14547.542969
	Iteration 63Q: 3 clusters Score -3.28008e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 134912 members 
Entering Unmasked Estep 
Score: -32800742.000000 Penalty: 14547.542969
	Iteration 64Q: 3 clusters Score -3.280074e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 134963 members 
Entering Unmasked Estep 
Score: -32800730.000000 Penalty: 14547.542969
	Iteration 65Q: 3 clusters Score -3.280073e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 135010 members 
Entering Unmasked Estep 
Score: -32800740.000000 Penalty: 14547.542969
	Iteration 66Q: 3 clusters Score -3.280074e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 135045 members 
Entering Unmasked Estep 
Score: -32800744.000000 Penalty: 14547.542969
	Iteration 67Q: 3 clusters Score -3.280074e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 135080 members 
Entering Unmasked Estep 
Score: -32800734.000000 Penalty: 14547.542969
	Iteration 68Q: 3 clusters Score -3.280073e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 135120 members 
Entering Unmasked Estep 
Score: -32800766.000000 Penalty: 14547.542969
	Iteration 69Q: 3 clusters Score -3.280077e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 135152 members 
Entering Unmasked Estep 
Score: -32800742.000000 Penalty: 14547.542969
	Iteration 70Q: 3 clusters Score -3.280074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 135182 members 
Entering Unmasked Estep 
Score: -32800748.000000 Penalty: 14547.542969
	Iteration 71Q: 3 clusters Score -3.280075e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 135219 members 
Entering Unmasked Estep 
Score: -32800724.000000 Penalty: 14547.542969
	Iteration 72Q: 3 clusters Score -3.280072e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 135269 members 
Entering Unmasked Estep 
Score: -32800714.000000 Penalty: 14547.542969
	Iteration 73Q: 3 clusters Score -3.280071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 135299 members 
Entering Unmasked Estep 
Score: -32800740.000000 Penalty: 14547.542969
	Iteration 74Q: 3 clusters Score -3.280074e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -32800744.000000 Penalty: 14547.542969
	Iteration 75Q: 3 clusters Score -3.280074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 135362 members 
Entering Unmasked Estep 
Score: -32800720.000000 Penalty: 14547.542969
	Iteration 76Q: 3 clusters Score -3.280072e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 135391 members 
Entering Unmasked Estep 
Score: -32800722.000000 Penalty: 14547.542969
	Iteration 77Q: 3 clusters Score -3.280072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 135411 members 
Entering Unmasked Estep 
Score: -32800716.000000 Penalty: 14547.542969
	Iteration 78Q: 3 clusters Score -3.280072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 135438 members 
Entering Unmasked Estep 
Score: -32800728.000000 Penalty: 14547.542969
	Iteration 79Q: 3 clusters Score -3.280073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 135458 members 
Entering Unmasked Estep 
Score: -32800744.000000 Penalty: 14547.542969
	Iteration 80F: 3 clusters Score -3.280074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 135471 members 
Entering Unmasked Estep 
Score: -32800774.000000 Penalty: 14547.542969
	Iteration 81Q: 3 clusters Score -3.280077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 135481 members 
Entering Unmasked Estep 
Score: -32800768.000000 Penalty: 14547.542969
	Iteration 82Q: 3 clusters Score -3.280077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 135495 members 
Entering Unmasked Estep 
Score: -32800744.000000 Penalty: 14547.542969
	Iteration 83Q: 3 clusters Score -3.280074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 135514 members 
Entering Unmasked Estep 
Score: -32800736.000000 Penalty: 14547.542969
	Iteration 84Q: 3 clusters Score -3.280074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 135529 members 
Entering Unmasked Estep 
Score: -32800704.000000 Penalty: 14547.542969
	Iteration 85Q: 3 clusters Score -3.28007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 135543 members 
Entering Unmasked Estep 
Score: -32800732.000000 Penalty: 14547.542969
	Iteration 86Q: 3 clusters Score -3.280073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 135564 members 
Entering Unmasked Estep 
Score: -32800730.000000 Penalty: 14547.542969
	Iteration 87Q: 3 clusters Score -3.280073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 135585 members 
Entering Unmasked Estep 
Score: -32800722.000000 Penalty: 14547.542969
	Iteration 88Q: 3 clusters Score -3.280072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 135592 members 
Entering Unmasked Estep 
Score: -32800714.000000 Penalty: 14547.542969
	Iteration 89Q: 3 clusters Score -3.280071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 135600 members 
Entering Unmasked Estep 
Score: -32800708.000000 Penalty: 14547.542969
	Iteration 90Q: 3 clusters Score -3.280071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 135611 members 
Entering Unmasked Estep 
Score: -32800718.000000 Penalty: 14547.542969
	Iteration 91Q: 3 clusters Score -3.280072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 135621 members 
Entering Unmasked Estep 
Score: -32800728.000000 Penalty: 14547.542969
	Iteration 92Q: 3 clusters Score -3.280073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 135630 members 
Entering Unmasked Estep 
Score: -32800730.000000 Penalty: 14547.542969
	Iteration 93Q: 3 clusters Score -3.280073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 135644 members 
Entering Unmasked Estep 
Score: -32800702.000000 Penalty: 14547.542969
	Iteration 94Q: 3 clusters Score -3.28007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 135658 members 
Entering Unmasked Estep 
Score: -32800702.000000 Penalty: 14547.542969
	Iteration 95Q: 3 clusters Score -3.28007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 135671 members 
Entering Unmasked Estep 
Score: -32800694.000000 Penalty: 14547.542969
	Iteration 96Q: 3 clusters Score -3.280069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 135684 members 
Entering Unmasked Estep 
Score: -32800692.000000 Penalty: 14547.542969
	Iteration 97Q: 3 clusters Score -3.280069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 135699 members 
Entering Unmasked Estep 
Score: -32800724.000000 Penalty: 14547.542969
	Iteration 98Q: 3 clusters Score -3.280072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 135710 members 
Entering Unmasked Estep 
Score: -32800702.000000 Penalty: 14547.542969
	Iteration 99Q: 3 clusters Score -3.28007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 135722 members 
Entering Unmasked Estep 
Score: -32800704.000000 Penalty: 14547.542969
	Iteration 100F: 3 clusters Score -3.28007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 135742 members 
Entering Unmasked Estep 
Score: -32800716.000000 Penalty: 14547.542969
	Iteration 101Q: 3 clusters Score -3.280072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 135754 members 
Entering Unmasked Estep 
Score: -32800682.000000 Penalty: 14547.542969
	Iteration 102Q: 3 clusters Score -3.280068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 135768 members 
Entering Unmasked Estep 
Score: -32800706.000000 Penalty: 14547.542969
	Iteration 103Q: 3 clusters Score -3.280071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 135780 members 
Entering Unmasked Estep 
Score: -32800704.000000 Penalty: 14547.542969
	Iteration 104Q: 3 clusters Score -3.28007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 135796 members 
Entering Unmasked Estep 
Score: -32800688.000000 Penalty: 14547.542969
	Iteration 105Q: 3 clusters Score -3.280069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 135814 members 
Entering Unmasked Estep 
Score: -32800712.000000 Penalty: 14547.542969
	Iteration 106Q: 3 clusters Score -3.280071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 135831 members 
Entering Unmasked Estep 
Score: -32800746.000000 Penalty: 14547.542969
	Iteration 107Q: 3 clusters Score -3.280075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 135840 members 
Entering Unmasked Estep 
Score: -32800752.000000 Penalty: 14547.542969
	Iteration 108Q: 3 clusters Score -3.280075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 135844 members 
Entering Unmasked Estep 
Score: -32800752.000000 Penalty: 14547.542969
	Iteration 109Q: 3 clusters Score -3.280075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 135849 members 
Entering Unmasked Estep 
Score: -32800780.000000 Penalty: 14547.542969
	Iteration 110Q: 3 clusters Score -3.280078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 135864 members 
Entering Unmasked Estep 
Score: -32800798.000000 Penalty: 14547.542969
	Iteration 111Q: 3 clusters Score -3.28008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 135884 members 
Entering Unmasked Estep 
Score: -32800758.000000 Penalty: 14547.542969
	Iteration 112Q: 3 clusters Score -3.280076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 135903 members 
Entering Unmasked Estep 
Score: -32800746.000000 Penalty: 14547.542969
	Iteration 113Q: 3 clusters Score -3.280075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 135929 members 
Entering Unmasked Estep 
Score: -32800768.000000 Penalty: 14547.542969
	Iteration 114Q: 3 clusters Score -3.280077e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 135953 members 
Entering Unmasked Estep 
Score: -32800754.000000 Penalty: 14547.542969
	Iteration 115Q: 3 clusters Score -3.280075e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 135986 members 
Entering Unmasked Estep 
Score: -32800746.000000 Penalty: 14547.542969
	Iteration 116Q: 3 clusters Score -3.280075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 136009 members 
Entering Unmasked Estep 
Score: -32800738.000000 Penalty: 14547.542969
	Iteration 117Q: 3 clusters Score -3.280074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 136027 members 
Entering Unmasked Estep 
Score: -32800754.000000 Penalty: 14547.542969
	Iteration 118Q: 3 clusters Score -3.280075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 136043 members 
Entering Unmasked Estep 
Score: -32800718.000000 Penalty: 14547.542969
	Iteration 119Q: 3 clusters Score -3.280072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 136058 members 
Entering Unmasked Estep 
Score: -32800692.000000 Penalty: 14547.542969
	Iteration 120F: 3 clusters Score -3.280069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 136074 members 
Entering Unmasked Estep 
Score: -32800696.000000 Penalty: 14547.542969
	Iteration 121Q: 3 clusters Score -3.28007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 136086 members 
Entering Unmasked Estep 
Score: -32800700.000000 Penalty: 14547.542969
	Iteration 122Q: 3 clusters Score -3.28007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 136104 members 
Entering Unmasked Estep 
Score: -32800732.000000 Penalty: 14547.542969
	Iteration 123Q: 3 clusters Score -3.280073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 136124 members 
Entering Unmasked Estep 
Score: -32800738.000000 Penalty: 14547.542969
	Iteration 124Q: 3 clusters Score -3.280074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 136146 members 
Entering Unmasked Estep 
Score: -32800706.000000 Penalty: 14547.542969
	Iteration 125Q: 3 clusters Score -3.280071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 136163 members 
Entering Unmasked Estep 
Score: -32800704.000000 Penalty: 14547.542969
	Iteration 126Q: 3 clusters Score -3.28007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 136179 members 
Entering Unmasked Estep 
Score: -32800708.000000 Penalty: 14547.542969
	Iteration 127Q: 3 clusters Score -3.280071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 136190 members 
Entering Unmasked Estep 
Score: -32800700.000000 Penalty: 14547.542969
	Iteration 128Q: 3 clusters Score -3.28007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 136201 members 
Entering Unmasked Estep 
Score: -32800710.000000 Penalty: 14547.542969
	Iteration 129Q: 3 clusters Score -3.280071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 136210 members 
Entering Unmasked Estep 
Score: -32800710.000000 Penalty: 14547.542969
	Iteration 130Q: 3 clusters Score -3.280071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 136220 members 
Entering Unmasked Estep 
Score: -32800716.000000 Penalty: 14547.542969
	Iteration 131Q: 3 clusters Score -3.280072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 136230 members 
Entering Unmasked Estep 
Score: -32800710.000000 Penalty: 14547.542969
	Iteration 132Q: 3 clusters Score -3.280071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 136240 members 
Entering Unmasked Estep 
Score: -32800714.000000 Penalty: 14547.542969
	Iteration 133Q: 3 clusters Score -3.280071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 136247 members 
Entering Unmasked Estep 
Score: -32800724.000000 Penalty: 14547.542969
	Iteration 134Q: 3 clusters Score -3.280072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 136252 members 
Entering Unmasked Estep 
Score: -32800694.000000 Penalty: 14547.542969
	Iteration 135Q: 3 clusters Score -3.280069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 136261 members 
Entering Unmasked Estep 
Score: -32800672.000000 Penalty: 14547.542969
	Iteration 136Q: 3 clusters Score -3.280067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 136266 members 
Entering Unmasked Estep 
Score: -32800682.000000 Penalty: 14547.542969
	Iteration 137Q: 3 clusters Score -3.280068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 136271 members 
Entering Unmasked Estep 
Score: -32800680.000000 Penalty: 14547.542969
	Iteration 138Q: 3 clusters Score -3.280068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 136274 members 
Entering Unmasked Estep 
Score: -32800684.000000 Penalty: 14547.542969
	Iteration 139Q: 3 clusters Score -3.280068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 136276 members 
Entering Unmasked Estep 
Score: -32800690.000000 Penalty: 14547.542969
	Iteration 140F: 3 clusters Score -3.280069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 136278 members 
Entering Unmasked Estep 
Score: -32800692.000000 Penalty: 14547.542969
	Iteration 141Q: 3 clusters Score -3.280069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 136279 members 
Entering Unmasked Estep 
Score: -32800708.000000 Penalty: 14547.542969
	Iteration 142Q: 3 clusters Score -3.280071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 136283 members 
Entering Unmasked Estep 
Score: -32800680.000000 Penalty: 14547.542969
	Iteration 143Q: 3 clusters Score -3.280068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 136285 members 
Entering Unmasked Estep 
Score: -32800712.000000 Penalty: 14547.542969
	Iteration 144Q: 3 clusters Score -3.280071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 136286 members 
Entering Unmasked Estep 
Score: -32800698.000000 Penalty: 14547.542969
	Iteration 145Q: 3 clusters Score -3.28007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 136286 members 
Entering Unmasked Estep 
Score: -32800698.000000 Penalty: 14547.542969
	Iteration 146F: 3 clusters Score -3.28007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Entering Unmasked Estep 
Score: -11117555.000000 Penalty: 6636.728027
	Iteration 0F: 2 clusters Score -1.111756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -11081237.000000 Penalty: 13273.456055
	Iteration 0F: 3 clusters Score -1.108124e+07 nChanged 22384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -11093466.000000 Penalty: 13273.456055
	Iteration 1F: 3 clusters Score -1.109347e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -11094658.000000 Penalty: 13273.456055
	Iteration 2F: 3 clusters Score -1.109466e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -11095766.000000 Penalty: 13273.456055
	Iteration 3F: 3 clusters Score -1.109577e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -11096945.000000 Penalty: 13273.456055
	Iteration 4Q: 3 clusters Score -1.109694e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -11098132.000000 Penalty: 13273.456055
	Iteration 5Q: 3 clusters Score -1.109813e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -11099261.000000 Penalty: 13273.456055
	Iteration 6Q: 3 clusters Score -1.109926e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -11100453.000000 Penalty: 13273.456055
	Iteration 7Q: 3 clusters Score -1.110045e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -11101471.000000 Penalty: 13273.456055
	Iteration 8Q: 3 clusters Score -1.110147e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -11102267.000000 Penalty: 13273.456055
	Iteration 9Q: 3 clusters Score -1.110227e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -11103152.000000 Penalty: 13273.456055
	Iteration 10Q: 3 clusters Score -1.110315e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -11103918.000000 Penalty: 13273.456055
	Iteration 11Q: 3 clusters Score -1.110392e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -11104746.000000 Penalty: 13273.456055
	Iteration 12Q: 3 clusters Score -1.110475e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -11105496.000000 Penalty: 13273.456055
	Iteration 13Q: 3 clusters Score -1.11055e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -11106283.000000 Penalty: 13273.456055
	Iteration 14Q: 3 clusters Score -1.110628e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -11106971.000000 Penalty: 13273.456055
	Iteration 15Q: 3 clusters Score -1.110697e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -11107649.000000 Penalty: 13273.456055
	Iteration 16Q: 3 clusters Score -1.110765e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -11108239.000000 Penalty: 13273.456055
	Iteration 17Q: 3 clusters Score -1.110824e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -11108795.000000 Penalty: 13273.456055
	Iteration 18Q: 3 clusters Score -1.11088e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -11109208.000000 Penalty: 13273.456055
	Iteration 19Q: 3 clusters Score -1.110921e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -11109554.000000 Penalty: 13273.456055
	Iteration 20F: 3 clusters Score -1.110955e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -11109864.000000 Penalty: 13273.456055
	Iteration 21Q: 3 clusters Score -1.110986e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -11110121.000000 Penalty: 13273.456055
	Iteration 22Q: 3 clusters Score -1.111012e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -11110330.000000 Penalty: 13273.456055
	Iteration 23Q: 3 clusters Score -1.111033e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -11110513.000000 Penalty: 13273.456055
	Iteration 24Q: 3 clusters Score -1.111051e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -11110673.000000 Penalty: 13273.456055
	Iteration 25Q: 3 clusters Score -1.111067e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -11110826.000000 Penalty: 13273.456055
	Iteration 26Q: 3 clusters Score -1.111083e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -11110995.000000 Penalty: 13273.456055
	Iteration 27Q: 3 clusters Score -1.1111e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -11111112.000000 Penalty: 13273.456055
	Iteration 28Q: 3 clusters Score -1.111111e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -11111233.000000 Penalty: 13273.456055
	Iteration 29Q: 3 clusters Score -1.111123e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -11111341.000000 Penalty: 13273.456055
	Iteration 30Q: 3 clusters Score -1.111134e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -11111471.000000 Penalty: 13273.456055
	Iteration 31Q: 3 clusters Score -1.111147e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -11111571.000000 Penalty: 13273.456055
	Iteration 32Q: 3 clusters Score -1.111157e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -11111692.000000 Penalty: 13273.456055
	Iteration 33Q: 3 clusters Score -1.111169e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -11111814.000000 Penalty: 13273.456055
	Iteration 34Q: 3 clusters Score -1.111181e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -11111952.000000 Penalty: 13273.456055
	Iteration 35Q: 3 clusters Score -1.111195e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -11112102.000000 Penalty: 13273.456055
	Iteration 36Q: 3 clusters Score -1.11121e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -11112263.000000 Penalty: 13273.456055
	Iteration 37Q: 3 clusters Score -1.111226e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -11112404.000000 Penalty: 13273.456055
	Iteration 38Q: 3 clusters Score -1.11124e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -11112519.000000 Penalty: 13273.456055
	Iteration 39Q: 3 clusters Score -1.111252e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -11112629.000000 Penalty: 13273.456055
	Iteration 40F: 3 clusters Score -1.111263e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -11112718.000000 Penalty: 13273.456055
	Iteration 41Q: 3 clusters Score -1.111272e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -11112741.000000 Penalty: 13273.456055
	Iteration 42Q: 3 clusters Score -1.111274e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -11112796.000000 Penalty: 13273.456055
	Iteration 43Q: 3 clusters Score -1.11128e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -11112821.000000 Penalty: 13273.456055
	Iteration 44Q: 3 clusters Score -1.111282e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -11112842.000000 Penalty: 13273.456055
	Iteration 45Q: 3 clusters Score -1.111284e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -11112871.000000 Penalty: 13273.456055
	Iteration 46Q: 3 clusters Score -1.111287e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -11112908.000000 Penalty: 13273.456055
	Iteration 47Q: 3 clusters Score -1.111291e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -11112915.000000 Penalty: 13273.456055
	Iteration 48Q: 3 clusters Score -1.111292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -11112912.000000 Penalty: 13273.456055
	Iteration 49Q: 3 clusters Score -1.111291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -11112917.000000 Penalty: 13273.456055
	Iteration 50Q: 3 clusters Score -1.111292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -11112937.000000 Penalty: 13273.456055
	Iteration 51Q: 3 clusters Score -1.111294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -11112956.000000 Penalty: 13273.456055
	Iteration 52Q: 3 clusters Score -1.111296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -11112948.000000 Penalty: 13273.456055
	Iteration 53Q: 3 clusters Score -1.111295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -11112951.000000 Penalty: 13273.456055
	Iteration 54Q: 3 clusters Score -1.111295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -11112949.000000 Penalty: 13273.456055
	Iteration 55Q: 3 clusters Score -1.111295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -11112966.000000 Penalty: 13273.456055
	Iteration 56Q: 3 clusters Score -1.111297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -11112982.000000 Penalty: 13273.456055
	Iteration 57Q: 3 clusters Score -1.111298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -11112969.000000 Penalty: 13273.456055
	Iteration 58Q: 3 clusters Score -1.111297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -11112980.000000 Penalty: 13273.456055
	Iteration 59Q: 3 clusters Score -1.111298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -11112974.000000 Penalty: 13273.456055
	Iteration 60F: 3 clusters Score -1.111297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -11112968.000000 Penalty: 13273.456055
	Iteration 61Q: 3 clusters Score -1.111297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -11112977.000000 Penalty: 13273.456055
	Iteration 62Q: 3 clusters Score -1.111298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -11112987.000000 Penalty: 13273.456055
	Iteration 63Q: 3 clusters Score -1.111299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -11112985.000000 Penalty: 13273.456055
	Iteration 64Q: 3 clusters Score -1.111298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -11112983.000000 Penalty: 13273.456055
	Iteration 65Q: 3 clusters Score -1.111298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -11112983.000000 Penalty: 13273.456055
	Iteration 66F: 3 clusters Score -1.111298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Entering Unmasked Estep 
Score: -7805468.000000 Penalty: 6414.086426
	Iteration 0F: 2 clusters Score -7805468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -7779241.000000 Penalty: 12828.172852
	Iteration 0F: 3 clusters Score -7779241 nChanged 15167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -7787331.000000 Penalty: 12828.172852
	Iteration 1F: 3 clusters Score -7787331 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -7788414.500000 Penalty: 12828.172852
	Iteration 2F: 3 clusters Score -7788414 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -7789263.000000 Penalty: 12828.172852
	Iteration 3F: 3 clusters Score -7789263 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -7790092.500000 Penalty: 12828.172852
	Iteration 4Q: 3 clusters Score -7790092 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -7790876.500000 Penalty: 12828.172852
	Iteration 5Q: 3 clusters Score -7790876 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -7791699.000000 Penalty: 12828.172852
	Iteration 6Q: 3 clusters Score -7791699 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -7792446.000000 Penalty: 12828.172852
	Iteration 7Q: 3 clusters Score -7792446 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -7793182.500000 Penalty: 12828.172852
	Iteration 8Q: 3 clusters Score -7793182 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -7793917.500000 Penalty: 12828.172852
	Iteration 9Q: 3 clusters Score -7793918 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -7794561.000000 Penalty: 12828.172852
	Iteration 10Q: 3 clusters Score -7794561 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -7794999.000000 Penalty: 12828.172852
	Iteration 11Q: 3 clusters Score -7794999 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -7795367.000000 Penalty: 12828.172852
	Iteration 12Q: 3 clusters Score -7795367 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -7795668.000000 Penalty: 12828.172852
	Iteration 13Q: 3 clusters Score -7795668 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -7795973.500000 Penalty: 12828.172852
	Iteration 14Q: 3 clusters Score -7795974 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -7796209.000000 Penalty: 12828.172852
	Iteration 15Q: 3 clusters Score -7796209 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -7796401.000000 Penalty: 12828.172852
	Iteration 16Q: 3 clusters Score -7796401 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -7796547.500000 Penalty: 12828.172852
	Iteration 17Q: 3 clusters Score -7796548 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -7796713.000000 Penalty: 12828.172852
	Iteration 18Q: 3 clusters Score -7796713 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -7796863.000000 Penalty: 12828.172852
	Iteration 19Q: 3 clusters Score -7796863 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -7796988.000000 Penalty: 12828.172852
	Iteration 20F: 3 clusters Score -7796988 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -7797120.000000 Penalty: 12828.172852
	Iteration 21Q: 3 clusters Score -7797120 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -7797263.500000 Penalty: 12828.172852
	Iteration 22Q: 3 clusters Score -7797264 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -7797445.500000 Penalty: 12828.172852
	Iteration 23Q: 3 clusters Score -7797446 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -7797563.500000 Penalty: 12828.172852
	Iteration 24Q: 3 clusters Score -7797564 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7797696.500000 Penalty: 12828.172852
	Iteration 25Q: 3 clusters Score -7797696 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -7797815.000000 Penalty: 12828.172852
	Iteration 26Q: 3 clusters Score -7797815 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -7797943.000000 Penalty: 12828.172852
	Iteration 27Q: 3 clusters Score -7797943 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -7798052.000000 Penalty: 12828.172852
	Iteration 28Q: 3 clusters Score -7798052 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -7798123.500000 Penalty: 12828.172852
	Iteration 29Q: 3 clusters Score -7798124 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -7798211.500000 Penalty: 12828.172852
	Iteration 30Q: 3 clusters Score -7798212 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -7798333.500000 Penalty: 12828.172852
	Iteration 31Q: 3 clusters Score -7798334 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -7798444.000000 Penalty: 12828.172852
	Iteration 32Q: 3 clusters Score -7798444 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -7798541.000000 Penalty: 12828.172852
	Iteration 33Q: 3 clusters Score -7798541 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -7798627.000000 Penalty: 12828.172852
	Iteration 34Q: 3 clusters Score -7798627 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -7798676.500000 Penalty: 12828.172852
	Iteration 35Q: 3 clusters Score -7798676 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -7798780.500000 Penalty: 12828.172852
	Iteration 36Q: 3 clusters Score -7798780 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -7798860.500000 Penalty: 12828.172852
	Iteration 37Q: 3 clusters Score -7798860 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -7798930.500000 Penalty: 12828.172852
	Iteration 38Q: 3 clusters Score -7798930 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -7799006.500000 Penalty: 12828.172852
	Iteration 39Q: 3 clusters Score -7799006 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -7799062.000000 Penalty: 12828.172852
	Iteration 40F: 3 clusters Score -7799062 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -7799137.500000 Penalty: 12828.172852
	Iteration 41Q: 3 clusters Score -7799138 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -7799232.500000 Penalty: 12828.172852
	Iteration 42Q: 3 clusters Score -7799232 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -7799324.500000 Penalty: 12828.172852
	Iteration 43Q: 3 clusters Score -7799324 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -7799390.500000 Penalty: 12828.172852
	Iteration 44Q: 3 clusters Score -7799390 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -7799441.000000 Penalty: 12828.172852
	Iteration 45Q: 3 clusters Score -7799441 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -7799531.000000 Penalty: 12828.172852
	Iteration 46Q: 3 clusters Score -7799531 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -7799561.500000 Penalty: 12828.172852
	Iteration 47Q: 3 clusters Score -7799562 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -7799638.000000 Penalty: 12828.172852
	Iteration 48Q: 3 clusters Score -7799638 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -7799672.500000 Penalty: 12828.172852
	Iteration 49Q: 3 clusters Score -7799672 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -7799736.500000 Penalty: 12828.172852
	Iteration 50Q: 3 clusters Score -7799736 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -7799805.000000 Penalty: 12828.172852
	Iteration 51Q: 3 clusters Score -7799805 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -7799836.000000 Penalty: 12828.172852
	Iteration 52Q: 3 clusters Score -7799836 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -7799860.500000 Penalty: 12828.172852
	Iteration 53Q: 3 clusters Score -7799860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -7799911.500000 Penalty: 12828.172852
	Iteration 54Q: 3 clusters Score -7799912 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -7799990.000000 Penalty: 12828.172852
	Iteration 55Q: 3 clusters Score -7799990 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -7800037.000000 Penalty: 12828.172852
	Iteration 56Q: 3 clusters Score -7800037 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -7800077.000000 Penalty: 12828.172852
	Iteration 57Q: 3 clusters Score -7800077 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -7800106.500000 Penalty: 12828.172852
	Iteration 58Q: 3 clusters Score -7800106 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -7800142.500000 Penalty: 12828.172852
	Iteration 59Q: 3 clusters Score -7800142 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -7800165.500000 Penalty: 12828.172852
	Iteration 60F: 3 clusters Score -7800166 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -7800218.500000 Penalty: 12828.172852
	Iteration 61Q: 3 clusters Score -7800218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -7800253.000000 Penalty: 12828.172852
	Iteration 62Q: 3 clusters Score -7800253 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -7800284.500000 Penalty: 12828.172852
	Iteration 63Q: 3 clusters Score -7800284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -7800311.000000 Penalty: 12828.172852
	Iteration 64Q: 3 clusters Score -7800311 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -7800302.000000 Penalty: 12828.172852
	Iteration 65Q: 3 clusters Score -7800302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -7800305.000000 Penalty: 12828.172852
	Iteration 66Q: 3 clusters Score -7800305 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -7800353.000000 Penalty: 12828.172852
	Iteration 67Q: 3 clusters Score -7800353 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -7800395.000000 Penalty: 12828.172852
	Iteration 68Q: 3 clusters Score -7800395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -7800383.500000 Penalty: 12828.172852
	Iteration 69Q: 3 clusters Score -7800384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -7800394.500000 Penalty: 12828.172852
	Iteration 70Q: 3 clusters Score -7800394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -7800422.000000 Penalty: 12828.172852
	Iteration 71Q: 3 clusters Score -7800422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -7800438.000000 Penalty: 12828.172852
	Iteration 72Q: 3 clusters Score -7800438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -7800441.500000 Penalty: 12828.172852
	Iteration 73Q: 3 clusters Score -7800442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -7800437.500000 Penalty: 12828.172852
	Iteration 74Q: 3 clusters Score -7800438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -7800451.500000 Penalty: 12828.172852
	Iteration 75Q: 3 clusters Score -7800452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -7800472.500000 Penalty: 12828.172852
	Iteration 76Q: 3 clusters Score -7800472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -7800481.500000 Penalty: 12828.172852
	Iteration 77Q: 3 clusters Score -7800482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -7800473.500000 Penalty: 12828.172852
	Iteration 78Q: 3 clusters Score -7800474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -7800501.500000 Penalty: 12828.172852
	Iteration 79Q: 3 clusters Score -7800502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -7800534.000000 Penalty: 12828.172852
	Iteration 80F: 3 clusters Score -7800534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -7800528.000000 Penalty: 12828.172852
	Iteration 81Q: 3 clusters Score -7800528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -7800531.000000 Penalty: 12828.172852
	Iteration 82Q: 3 clusters Score -7800531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -7800521.500000 Penalty: 12828.172852
	Iteration 83Q: 3 clusters Score -7800522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -7800527.500000 Penalty: 12828.172852
	Iteration 84Q: 3 clusters Score -7800528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -7800528.000000 Penalty: 12828.172852
	Iteration 85Q: 3 clusters Score -7800528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -7800545.500000 Penalty: 12828.172852
	Iteration 86Q: 3 clusters Score -7800546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -7800551.000000 Penalty: 12828.172852
	Iteration 87Q: 3 clusters Score -7800551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -7800541.500000 Penalty: 12828.172852
	Iteration 88Q: 3 clusters Score -7800542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -7800558.000000 Penalty: 12828.172852
	Iteration 89Q: 3 clusters Score -7800558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -7800571.500000 Penalty: 12828.172852
	Iteration 90Q: 3 clusters Score -7800572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -7800573.500000 Penalty: 12828.172852
	Iteration 91Q: 3 clusters Score -7800574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -7800585.500000 Penalty: 12828.172852
	Iteration 92Q: 3 clusters Score -7800586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -7800572.500000 Penalty: 12828.172852
	Iteration 93Q: 3 clusters Score -7800572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -7800584.000000 Penalty: 12828.172852
	Iteration 94Q: 3 clusters Score -7800584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -7800591.000000 Penalty: 12828.172852
	Iteration 95Q: 3 clusters Score -7800591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -7800609.500000 Penalty: 12828.172852
	Iteration 96Q: 3 clusters Score -7800610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -7800591.000000 Penalty: 12828.172852
	Iteration 97Q: 3 clusters Score -7800591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -7800597.000000 Penalty: 12828.172852
	Iteration 98Q: 3 clusters Score -7800597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -7800586.000000 Penalty: 12828.172852
	Iteration 99Q: 3 clusters Score -7800586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -7800587.000000 Penalty: 12828.172852
	Iteration 100F: 3 clusters Score -7800587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -7800584.500000 Penalty: 12828.172852
	Iteration 101Q: 3 clusters Score -7800584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -7800581.500000 Penalty: 12828.172852
	Iteration 102Q: 3 clusters Score -7800582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -7800584.500000 Penalty: 12828.172852
	Iteration 103Q: 3 clusters Score -7800584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -7800581.500000 Penalty: 12828.172852
	Iteration 104Q: 3 clusters Score -7800582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -7800584.000000 Penalty: 12828.172852
	Iteration 105Q: 3 clusters Score -7800584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -7800590.000000 Penalty: 12828.172852
	Iteration 106Q: 3 clusters Score -7800590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -7800591.500000 Penalty: 12828.172852
	Iteration 107Q: 3 clusters Score -7800592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -7800595.000000 Penalty: 12828.172852
	Iteration 108Q: 3 clusters Score -7800595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -7800598.500000 Penalty: 12828.172852
	Iteration 109Q: 3 clusters Score -7800598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -7800600.000000 Penalty: 12828.172852
	Iteration 110Q: 3 clusters Score -7800600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -7800611.000000 Penalty: 12828.172852
	Iteration 111Q: 3 clusters Score -7800611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -7800615.000000 Penalty: 12828.172852
	Iteration 112Q: 3 clusters Score -7800615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -7800613.500000 Penalty: 12828.172852
	Iteration 113Q: 3 clusters Score -7800614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -7800610.000000 Penalty: 12828.172852
	Iteration 114Q: 3 clusters Score -7800610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -7800605.500000 Penalty: 12828.172852
	Iteration 115Q: 3 clusters Score -7800606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -7800607.000000 Penalty: 12828.172852
	Iteration 116Q: 3 clusters Score -7800607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -7800612.500000 Penalty: 12828.172852
	Iteration 117Q: 3 clusters Score -7800612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -7800612.500000 Penalty: 12828.172852
	Iteration 118Q: 3 clusters Score -7800612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -7800615.000000 Penalty: 12828.172852
	Iteration 119Q: 3 clusters Score -7800615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -7800605.500000 Penalty: 12828.172852
	Iteration 120F: 3 clusters Score -7800606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -7800597.500000 Penalty: 12828.172852
	Iteration 121Q: 3 clusters Score -7800598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -7800605.500000 Penalty: 12828.172852
	Iteration 122Q: 3 clusters Score -7800606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -7800608.500000 Penalty: 12828.172852
	Iteration 123Q: 3 clusters Score -7800608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -7800610.500000 Penalty: 12828.172852
	Iteration 124Q: 3 clusters Score -7800610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -7800619.000000 Penalty: 12828.172852
	Iteration 125Q: 3 clusters Score -7800619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -7800617.500000 Penalty: 12828.172852
	Iteration 126Q: 3 clusters Score -7800618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -7800617.500000 Penalty: 12828.172852
	Iteration 127F: 3 clusters Score -7800618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Entering Unmasked Estep 
Score: -4013561.250000 Penalty: 5984.028320
	Iteration 0F: 2 clusters Score -4013561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -3998558.500000 Penalty: 11968.056641
	Iteration 0F: 3 clusters Score -3998558 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -4002290.000000 Penalty: 11968.056641
	Iteration 1F: 3 clusters Score -4002290 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -4002891.750000 Penalty: 11968.056641
	Iteration 2F: 3 clusters Score -4002892 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -4003304.000000 Penalty: 11968.056641
	Iteration 3F: 3 clusters Score -4003304 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -4003586.750000 Penalty: 11968.056641
	Iteration 4Q: 3 clusters Score -4003587 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -4003805.750000 Penalty: 11968.056641
	Iteration 5Q: 3 clusters Score -4003806 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -4003981.250000 Penalty: 11968.056641
	Iteration 6Q: 3 clusters Score -4003981 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -4004122.750000 Penalty: 11968.056641
	Iteration 7Q: 3 clusters Score -4004123 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -4004221.500000 Penalty: 11968.056641
	Iteration 8Q: 3 clusters Score -4004222 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4004291.500000 Penalty: 11968.056641
	Iteration 9Q: 3 clusters Score -4004292 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -4004390.500000 Penalty: 11968.056641
	Iteration 10Q: 3 clusters Score -4004390 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -4004460.000000 Penalty: 11968.056641
	Iteration 11Q: 3 clusters Score -4004460 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -4004523.000000 Penalty: 11968.056641
	Iteration 12Q: 3 clusters Score -4004523 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -4004567.250000 Penalty: 11968.056641
	Iteration 13Q: 3 clusters Score -4004567 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -4004612.750000 Penalty: 11968.056641
	Iteration 14Q: 3 clusters Score -4004613 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4004648.000000 Penalty: 11968.056641
	Iteration 15Q: 3 clusters Score -4004648 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -4004692.000000 Penalty: 11968.056641
	Iteration 16Q: 3 clusters Score -4004692 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -4004731.000000 Penalty: 11968.056641
	Iteration 17Q: 3 clusters Score -4004731 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4004784.750000 Penalty: 11968.056641
	Iteration 18Q: 3 clusters Score -4004785 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4004817.250000 Penalty: 11968.056641
	Iteration 19Q: 3 clusters Score -4004817 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -4004860.500000 Penalty: 11968.056641
	Iteration 20F: 3 clusters Score -4004860 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -4004901.000000 Penalty: 11968.056641
	Iteration 21Q: 3 clusters Score -4004901 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4004947.750000 Penalty: 11968.056641
	Iteration 22Q: 3 clusters Score -4004948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -4004965.250000 Penalty: 11968.056641
	Iteration 23Q: 3 clusters Score -4004965 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -4005012.250000 Penalty: 11968.056641
	Iteration 24Q: 3 clusters Score -4005012 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -4005054.250000 Penalty: 11968.056641
	Iteration 25Q: 3 clusters Score -4005054 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4005095.250000 Penalty: 11968.056641
	Iteration 26Q: 3 clusters Score -4005095 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -4005128.500000 Penalty: 11968.056641
	Iteration 27Q: 3 clusters Score -4005128 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -4005179.250000 Penalty: 11968.056641
	Iteration 28Q: 3 clusters Score -4005179 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -4005229.750000 Penalty: 11968.056641
	Iteration 29Q: 3 clusters Score -4005230 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -4005289.750000 Penalty: 11968.056641
	Iteration 30Q: 3 clusters Score -4005290 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -4005324.000000 Penalty: 11968.056641
	Iteration 31Q: 3 clusters Score -4005324 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -4005373.750000 Penalty: 11968.056641
	Iteration 32Q: 3 clusters Score -4005374 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4005441.250000 Penalty: 11968.056641
	Iteration 33Q: 3 clusters Score -4005441 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -4005488.250000 Penalty: 11968.056641
	Iteration 34Q: 3 clusters Score -4005488 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -4005571.750000 Penalty: 11968.056641
	Iteration 35Q: 3 clusters Score -4005572 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -4005652.500000 Penalty: 11968.056641
	Iteration 36Q: 3 clusters Score -4005652 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -4005754.250000 Penalty: 11968.056641
	Iteration 37Q: 3 clusters Score -4005754 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -4005872.250000 Penalty: 11968.056641
	Iteration 38Q: 3 clusters Score -4005872 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -4006034.000000 Penalty: 11968.056641
	Iteration 39Q: 3 clusters Score -4006034 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -4006202.500000 Penalty: 11968.056641
	Iteration 40F: 3 clusters Score -4006202 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -4006415.500000 Penalty: 11968.056641
	Iteration 41Q: 3 clusters Score -4006416 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4006619.750000 Penalty: 11968.056641
	Iteration 42Q: 3 clusters Score -4006620 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -4006832.750000 Penalty: 11968.056641
	Iteration 43Q: 3 clusters Score -4006833 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4007038.250000 Penalty: 11968.056641
	Iteration 44Q: 3 clusters Score -4007038 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -4007203.250000 Penalty: 11968.056641
	Iteration 45Q: 3 clusters Score -4007203 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -4007345.750000 Penalty: 11968.056641
	Iteration 46Q: 3 clusters Score -4007346 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4007486.500000 Penalty: 11968.056641
	Iteration 47Q: 3 clusters Score -4007486 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -4007581.750000 Penalty: 11968.056641
	Iteration 48Q: 3 clusters Score -4007582 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -4007702.500000 Penalty: 11968.056641
	Iteration 49Q: 3 clusters Score -4007702 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -4007789.500000 Penalty: 11968.056641
	Iteration 50Q: 3 clusters Score -4007790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4007863.750000 Penalty: 11968.056641
	Iteration 51Q: 3 clusters Score -4007864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -4007925.250000 Penalty: 11968.056641
	Iteration 52Q: 3 clusters Score -4007925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -4007996.500000 Penalty: 11968.056641
	Iteration 53Q: 3 clusters Score -4007996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4008049.500000 Penalty: 11968.056641
	Iteration 54Q: 3 clusters Score -4008050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4008084.750000 Penalty: 11968.056641
	Iteration 55Q: 3 clusters Score -4008085 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4008126.750000 Penalty: 11968.056641
	Iteration 56Q: 3 clusters Score -4008127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -4008150.750000 Penalty: 11968.056641
	Iteration 57Q: 3 clusters Score -4008151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -4008173.250000 Penalty: 11968.056641
	Iteration 58Q: 3 clusters Score -4008173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4008189.750000 Penalty: 11968.056641
	Iteration 59Q: 3 clusters Score -4008190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4008208.250000 Penalty: 11968.056641
	Iteration 60F: 3 clusters Score -4008208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -4008220.500000 Penalty: 11968.056641
	Iteration 61Q: 3 clusters Score -4008220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4008225.500000 Penalty: 11968.056641
	Iteration 62Q: 3 clusters Score -4008226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -4008238.500000 Penalty: 11968.056641
	Iteration 63Q: 3 clusters Score -4008238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4008253.000000 Penalty: 11968.056641
	Iteration 64Q: 3 clusters Score -4008253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -4008258.000000 Penalty: 11968.056641
	Iteration 65Q: 3 clusters Score -4008258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4008267.250000 Penalty: 11968.056641
	Iteration 66Q: 3 clusters Score -4008267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -4008279.000000 Penalty: 11968.056641
	Iteration 67Q: 3 clusters Score -4008279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4008283.750000 Penalty: 11968.056641
	Iteration 68Q: 3 clusters Score -4008284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4008295.500000 Penalty: 11968.056641
	Iteration 69Q: 3 clusters Score -4008296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -4008306.750000 Penalty: 11968.056641
	Iteration 70Q: 3 clusters Score -4008307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4008323.500000 Penalty: 11968.056641
	Iteration 71Q: 3 clusters Score -4008324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -4008327.250000 Penalty: 11968.056641
	Iteration 72Q: 3 clusters Score -4008327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4008328.000000 Penalty: 11968.056641
	Iteration 73Q: 3 clusters Score -4008328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -4008328.250000 Penalty: 11968.056641
	Iteration 74Q: 3 clusters Score -4008328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4008329.750000 Penalty: 11968.056641
	Iteration 75Q: 3 clusters Score -4008330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -4008329.500000 Penalty: 11968.056641
	Iteration 76Q: 3 clusters Score -4008330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4008328.500000 Penalty: 11968.056641
	Iteration 77Q: 3 clusters Score -4008328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4008328.500000 Penalty: 11968.056641
	Iteration 78F: 3 clusters Score -4008328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (58085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Entering Unmasked Estep 
Score: -13258434.000000 Penalty: 6718.918457
	Iteration 0F: 2 clusters Score -1.325843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -13217471.000000 Penalty: 13437.836914
	Iteration 0F: 3 clusters Score -1.321747e+07 nChanged 25809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -13231438.000000 Penalty: 13437.836914
	Iteration 1F: 3 clusters Score -1.323144e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -13232479.000000 Penalty: 13437.836914
	Iteration 2F: 3 clusters Score -1.323248e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -13233563.000000 Penalty: 13437.836914
	Iteration 3Q: 3 clusters Score -1.323356e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -13234628.000000 Penalty: 13437.836914
	Iteration 4Q: 3 clusters Score -1.323463e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -13236070.000000 Penalty: 13437.836914
	Iteration 5Q: 3 clusters Score -1.323607e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -13238014.000000 Penalty: 13437.836914
	Iteration 6F: 3 clusters Score -1.323801e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -13240722.000000 Penalty: 13437.836914
	Iteration 7F: 3 clusters Score -1.324072e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -13243654.000000 Penalty: 13437.836914
	Iteration 8F: 3 clusters Score -1.324365e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -13246329.000000 Penalty: 13437.836914
	Iteration 9F: 3 clusters Score -1.324633e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -13248444.000000 Penalty: 13437.836914
	Iteration 10Q: 3 clusters Score -1.324844e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -13249922.000000 Penalty: 13437.836914
	Iteration 11Q: 3 clusters Score -1.324992e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -13250952.000000 Penalty: 13437.836914
	Iteration 12Q: 3 clusters Score -1.325095e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13251598.000000 Penalty: 13437.836914
	Iteration 13Q: 3 clusters Score -1.32516e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -13251917.000000 Penalty: 13437.836914
	Iteration 14Q: 3 clusters Score -1.325192e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -13252093.000000 Penalty: 13437.836914
	Iteration 15Q: 3 clusters Score -1.325209e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13252215.000000 Penalty: 13437.836914
	Iteration 16Q: 3 clusters Score -1.325222e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -13252325.000000 Penalty: 13437.836914
	Iteration 17Q: 3 clusters Score -1.325232e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13252374.000000 Penalty: 13437.836914
	Iteration 18Q: 3 clusters Score -1.325237e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13252448.000000 Penalty: 13437.836914
	Iteration 19Q: 3 clusters Score -1.325245e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13252483.000000 Penalty: 13437.836914
	Iteration 20F: 3 clusters Score -1.325248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -13252501.000000 Penalty: 13437.836914
	Iteration 21Q: 3 clusters Score -1.32525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -13252515.000000 Penalty: 13437.836914
	Iteration 22Q: 3 clusters Score -1.325252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13252537.000000 Penalty: 13437.836914
	Iteration 23Q: 3 clusters Score -1.325254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -13252532.000000 Penalty: 13437.836914
	Iteration 24Q: 3 clusters Score -1.325253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -13252557.000000 Penalty: 13437.836914
	Iteration 25Q: 3 clusters Score -1.325256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13252558.000000 Penalty: 13437.836914
	Iteration 26Q: 3 clusters Score -1.325256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13252567.000000 Penalty: 13437.836914
	Iteration 27Q: 3 clusters Score -1.325257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13252559.000000 Penalty: 13437.836914
	Iteration 28Q: 3 clusters Score -1.325256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13252566.000000 Penalty: 13437.836914
	Iteration 29Q: 3 clusters Score -1.325257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13252566.000000 Penalty: 13437.836914
	Iteration 30F: 3 clusters Score -1.325257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (126738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126738 members 
Entering Unmasked Estep 
Score: -29216828.000000 Penalty: 7196.799805
	Iteration 0F: 2 clusters Score -2.921683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -29134570.000000 Penalty: 14393.599609
	Iteration 0F: 3 clusters Score -2.913457e+07 nChanged 58331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -29166934.000000 Penalty: 14393.599609
	Iteration 1F: 3 clusters Score -2.916693e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -29167982.000000 Penalty: 14393.599609
	Iteration 2Q: 3 clusters Score -2.916798e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -29169218.000000 Penalty: 14393.599609
	Iteration 3Q: 3 clusters Score -2.916922e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -29170334.000000 Penalty: 14393.599609
	Iteration 4Q: 3 clusters Score -2.917033e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -29171834.000000 Penalty: 14393.599609
	Iteration 5Q: 3 clusters Score -2.917183e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -29173554.000000 Penalty: 14393.599609
	Iteration 6Q: 3 clusters Score -2.917355e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -29175434.000000 Penalty: 14393.599609
	Iteration 7Q: 3 clusters Score -2.917543e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76281 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -29177932.000000 Penalty: 14393.599609
	Iteration 8Q: 3 clusters Score -2.917793e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -29181172.000000 Penalty: 14393.599609
	Iteration 9Q: 3 clusters Score -2.918117e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -29185120.000000 Penalty: 14393.599609
	Iteration 10F: 3 clusters Score -2.918512e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -29189814.000000 Penalty: 14393.599609
	Iteration 11F: 3 clusters Score -2.918981e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -29194842.000000 Penalty: 14393.599609
	Iteration 12F: 3 clusters Score -2.919484e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104748 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -29199576.000000 Penalty: 14393.599609
	Iteration 13Q: 3 clusters Score -2.919958e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109673 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -29203600.000000 Penalty: 14393.599609
	Iteration 14Q: 3 clusters Score -2.92036e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113472 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -29206516.000000 Penalty: 14393.599609
	Iteration 15Q: 3 clusters Score -2.920652e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116289 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -29208398.000000 Penalty: 14393.599609
	Iteration 16Q: 3 clusters Score -2.92084e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118232 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -29209656.000000 Penalty: 14393.599609
	Iteration 17Q: 3 clusters Score -2.920966e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119603 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -29210320.000000 Penalty: 14393.599609
	Iteration 18Q: 3 clusters Score -2.921032e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120572 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -29210870.000000 Penalty: 14393.599609
	Iteration 19Q: 3 clusters Score -2.921087e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121297 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -29211298.000000 Penalty: 14393.599609
	Iteration 20F: 3 clusters Score -2.92113e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121756 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -29211378.000000 Penalty: 14393.599609
	Iteration 21Q: 3 clusters Score -2.921138e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122073 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -29211442.000000 Penalty: 14393.599609
	Iteration 22Q: 3 clusters Score -2.921144e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122302 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -29211454.000000 Penalty: 14393.599609
	Iteration 23Q: 3 clusters Score -2.921145e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122487 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -29211408.000000 Penalty: 14393.599609
	Iteration 24Q: 3 clusters Score -2.921141e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122635 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -29211488.000000 Penalty: 14393.599609
	Iteration 25Q: 3 clusters Score -2.921149e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122754 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -29211540.000000 Penalty: 14393.599609
	Iteration 26Q: 3 clusters Score -2.921154e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122856 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -29211510.000000 Penalty: 14393.599609
	Iteration 27Q: 3 clusters Score -2.921151e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122924 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -29211526.000000 Penalty: 14393.599609
	Iteration 28Q: 3 clusters Score -2.921153e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122972 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -29211566.000000 Penalty: 14393.599609
	Iteration 29Q: 3 clusters Score -2.921157e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123013 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -29211560.000000 Penalty: 14393.599609
	Iteration 30Q: 3 clusters Score -2.921156e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -29211538.000000 Penalty: 14393.599609
	Iteration 31Q: 3 clusters Score -2.921154e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123074 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -29211546.000000 Penalty: 14393.599609
	Iteration 32Q: 3 clusters Score -2.921155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123103 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -29211560.000000 Penalty: 14393.599609
	Iteration 33Q: 3 clusters Score -2.921156e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123124 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -29211546.000000 Penalty: 14393.599609
	Iteration 34Q: 3 clusters Score -2.921155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123141 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -29211562.000000 Penalty: 14393.599609
	Iteration 35Q: 3 clusters Score -2.921156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123154 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -29211580.000000 Penalty: 14393.599609
	Iteration 36Q: 3 clusters Score -2.921158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123162 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -29211580.000000 Penalty: 14393.599609
	Iteration 37Q: 3 clusters Score -2.921158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123168 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -29211584.000000 Penalty: 14393.599609
	Iteration 38Q: 3 clusters Score -2.921158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123172 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -29211580.000000 Penalty: 14393.599609
	Iteration 39Q: 3 clusters Score -2.921158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123182 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -29211586.000000 Penalty: 14393.599609
	Iteration 40F: 3 clusters Score -2.921159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123187 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -29211558.000000 Penalty: 14393.599609
	Iteration 41Q: 3 clusters Score -2.921156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123196 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -29211566.000000 Penalty: 14393.599609
	Iteration 42Q: 3 clusters Score -2.921157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123205 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -29211588.000000 Penalty: 14393.599609
	Iteration 43Q: 3 clusters Score -2.921159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123217 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -29211600.000000 Penalty: 14393.599609
	Iteration 44Q: 3 clusters Score -2.92116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123224 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -29211596.000000 Penalty: 14393.599609
	Iteration 45Q: 3 clusters Score -2.92116e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123244 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -29211610.000000 Penalty: 14393.599609
	Iteration 46Q: 3 clusters Score -2.921161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123257 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -29211566.000000 Penalty: 14393.599609
	Iteration 47Q: 3 clusters Score -2.921157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -29211602.000000 Penalty: 14393.599609
	Iteration 48Q: 3 clusters Score -2.92116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123274 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -29211586.000000 Penalty: 14393.599609
	Iteration 49Q: 3 clusters Score -2.921159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123287 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -29211620.000000 Penalty: 14393.599609
	Iteration 50Q: 3 clusters Score -2.921162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123297 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -29211644.000000 Penalty: 14393.599609
	Iteration 51Q: 3 clusters Score -2.921164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123301 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -29211642.000000 Penalty: 14393.599609
	Iteration 52Q: 3 clusters Score -2.921164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123305 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -29211628.000000 Penalty: 14393.599609
	Iteration 53Q: 3 clusters Score -2.921163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123306 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -29211638.000000 Penalty: 14393.599609
	Iteration 54Q: 3 clusters Score -2.921164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123308 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -29211640.000000 Penalty: 14393.599609
	Iteration 55Q: 3 clusters Score -2.921164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123315 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -29211650.000000 Penalty: 14393.599609
	Iteration 56Q: 3 clusters Score -2.921165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123319 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -29211662.000000 Penalty: 14393.599609
	Iteration 57Q: 3 clusters Score -2.921166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123320 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -29211656.000000 Penalty: 14393.599609
	Iteration 58Q: 3 clusters Score -2.921166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123320 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -29211656.000000 Penalty: 14393.599609
	Iteration 59F: 3 clusters Score -2.921166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Entering Unmasked Estep 
Score: -4242308.000000 Penalty: 6016.974609
	Iteration 0F: 2 clusters Score -4242308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -4226856.500000 Penalty: 12033.949219
	Iteration 0F: 3 clusters Score -4226856 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -4230758.000000 Penalty: 12033.949219
	Iteration 1F: 3 clusters Score -4230758 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -4231390.000000 Penalty: 12033.949219
	Iteration 2F: 3 clusters Score -4231390 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -4231794.000000 Penalty: 12033.949219
	Iteration 3Q: 3 clusters Score -4231794 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4232044.500000 Penalty: 12033.949219
	Iteration 4Q: 3 clusters Score -4232044 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -4232237.500000 Penalty: 12033.949219
	Iteration 5Q: 3 clusters Score -4232238 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -4232395.000000 Penalty: 12033.949219
	Iteration 6Q: 3 clusters Score -4232395 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4232522.500000 Penalty: 12033.949219
	Iteration 7Q: 3 clusters Score -4232522 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -4232623.500000 Penalty: 12033.949219
	Iteration 8Q: 3 clusters Score -4232624 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -4232719.000000 Penalty: 12033.949219
	Iteration 9Q: 3 clusters Score -4232719 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -4232792.000000 Penalty: 12033.949219
	Iteration 10Q: 3 clusters Score -4232792 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4232849.500000 Penalty: 12033.949219
	Iteration 11Q: 3 clusters Score -4232850 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -4232903.000000 Penalty: 12033.949219
	Iteration 12Q: 3 clusters Score -4232903 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -4233002.500000 Penalty: 12033.949219
	Iteration 13Q: 3 clusters Score -4233002 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4233101.500000 Penalty: 12033.949219
	Iteration 14Q: 3 clusters Score -4233102 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -4233206.500000 Penalty: 12033.949219
	Iteration 15Q: 3 clusters Score -4233206 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -4233319.000000 Penalty: 12033.949219
	Iteration 16Q: 3 clusters Score -4233319 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4233444.000000 Penalty: 12033.949219
	Iteration 17Q: 3 clusters Score -4233444 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -4233581.000000 Penalty: 12033.949219
	Iteration 18Q: 3 clusters Score -4233581 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -4233752.500000 Penalty: 12033.949219
	Iteration 19Q: 3 clusters Score -4233752 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4233954.000000 Penalty: 12033.949219
	Iteration 20F: 3 clusters Score -4233954 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4234211.000000 Penalty: 12033.949219
	Iteration 21Q: 3 clusters Score -4234211 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -4234461.000000 Penalty: 12033.949219
	Iteration 22Q: 3 clusters Score -4234461 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -4234759.000000 Penalty: 12033.949219
	Iteration 23Q: 3 clusters Score -4234759 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4235068.500000 Penalty: 12033.949219
	Iteration 24Q: 3 clusters Score -4235068 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -4235368.500000 Penalty: 12033.949219
	Iteration 25Q: 3 clusters Score -4235368 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4235614.500000 Penalty: 12033.949219
	Iteration 26Q: 3 clusters Score -4235614 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4235853.500000 Penalty: 12033.949219
	Iteration 27Q: 3 clusters Score -4235854 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4236061.500000 Penalty: 12033.949219
	Iteration 28Q: 3 clusters Score -4236062 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4236196.500000 Penalty: 12033.949219
	Iteration 29Q: 3 clusters Score -4236196 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4236329.500000 Penalty: 12033.949219
	Iteration 30Q: 3 clusters Score -4236330 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -4236453.500000 Penalty: 12033.949219
	Iteration 31Q: 3 clusters Score -4236454 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4236558.500000 Penalty: 12033.949219
	Iteration 32Q: 3 clusters Score -4236558 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -4236641.000000 Penalty: 12033.949219
	Iteration 33Q: 3 clusters Score -4236641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -4236693.000000 Penalty: 12033.949219
	Iteration 34Q: 3 clusters Score -4236693 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -4236737.500000 Penalty: 12033.949219
	Iteration 35Q: 3 clusters Score -4236738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4236765.000000 Penalty: 12033.949219
	Iteration 36Q: 3 clusters Score -4236765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4236798.500000 Penalty: 12033.949219
	Iteration 37Q: 3 clusters Score -4236798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4236813.500000 Penalty: 12033.949219
	Iteration 38Q: 3 clusters Score -4236814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4236832.000000 Penalty: 12033.949219
	Iteration 39Q: 3 clusters Score -4236832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4236850.500000 Penalty: 12033.949219
	Iteration 40F: 3 clusters Score -4236850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4236858.000000 Penalty: 12033.949219
	Iteration 41Q: 3 clusters Score -4236858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -4236877.500000 Penalty: 12033.949219
	Iteration 42Q: 3 clusters Score -4236878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -4236890.500000 Penalty: 12033.949219
	Iteration 43Q: 3 clusters Score -4236890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -4236895.500000 Penalty: 12033.949219
	Iteration 44Q: 3 clusters Score -4236896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4236910.000000 Penalty: 12033.949219
	Iteration 45Q: 3 clusters Score -4236910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4236914.000000 Penalty: 12033.949219
	Iteration 46Q: 3 clusters Score -4236914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4236928.000000 Penalty: 12033.949219
	Iteration 47Q: 3 clusters Score -4236928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -4236936.000000 Penalty: 12033.949219
	Iteration 48Q: 3 clusters Score -4236936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -4236934.500000 Penalty: 12033.949219
	Iteration 49Q: 3 clusters Score -4236934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4236938.000000 Penalty: 12033.949219
	Iteration 50Q: 3 clusters Score -4236938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4236947.500000 Penalty: 12033.949219
	Iteration 51Q: 3 clusters Score -4236948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4236947.500000 Penalty: 12033.949219
	Iteration 52Q: 3 clusters Score -4236948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4236951.000000 Penalty: 12033.949219
	Iteration 53Q: 3 clusters Score -4236951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -4236949.000000 Penalty: 12033.949219
	Iteration 54Q: 3 clusters Score -4236949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4236948.500000 Penalty: 12033.949219
	Iteration 55Q: 3 clusters Score -4236948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4236952.500000 Penalty: 12033.949219
	Iteration 56Q: 3 clusters Score -4236952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4236955.500000 Penalty: 12033.949219
	Iteration 57Q: 3 clusters Score -4236956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4236961.000000 Penalty: 12033.949219
	Iteration 58Q: 3 clusters Score -4236961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -4236959.500000 Penalty: 12033.949219
	Iteration 59Q: 3 clusters Score -4236960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -4236964.000000 Penalty: 12033.949219
	Iteration 60F: 3 clusters Score -4236964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -4236971.000000 Penalty: 12033.949219
	Iteration 61Q: 3 clusters Score -4236971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4236973.000000 Penalty: 12033.949219
	Iteration 62Q: 3 clusters Score -4236973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4236973.000000 Penalty: 12033.949219
	Iteration 63F: 3 clusters Score -4236973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -189980.921875 Penalty: 4176.590820
	Iteration 0F: 2 clusters Score -189980.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -186182.921875 Penalty: 8353.181641
	Iteration 0F: 3 clusters Score -186182.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -186525.437500 Penalty: 8353.181641
	Iteration 1F: 3 clusters Score -186525.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -186634.937500 Penalty: 8353.181641
	Iteration 2Q: 3 clusters Score -186634.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -186674.859375 Penalty: 8353.181641
	Iteration 3Q: 3 clusters Score -186674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -186681.984375 Penalty: 8353.181641
	Iteration 4Q: 3 clusters Score -186682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -186712.234375 Penalty: 8353.181641
	Iteration 5Q: 3 clusters Score -186712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -186719.281250 Penalty: 8353.181641
	Iteration 6Q: 3 clusters Score -186719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -186734.078125 Penalty: 8353.181641
	Iteration 7Q: 3 clusters Score -186734.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -186751.875000 Penalty: 8353.181641
	Iteration 8Q: 3 clusters Score -186751.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -186770.187500 Penalty: 8353.181641
	Iteration 9Q: 3 clusters Score -186770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -186775.140625 Penalty: 8353.181641
	Iteration 10Q: 3 clusters Score -186775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -186791.718750 Penalty: 8353.181641
	Iteration 11Q: 3 clusters Score -186791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -186804.656250 Penalty: 8353.181641
	Iteration 12Q: 3 clusters Score -186804.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -186810.062500 Penalty: 8353.181641
	Iteration 13Q: 3 clusters Score -186810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -186817.125000 Penalty: 8353.181641
	Iteration 14Q: 3 clusters Score -186817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -186817.125000 Penalty: 8353.181641
	Iteration 15F: 3 clusters Score -186817.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -1377792.250000 Penalty: 5339.279297
	Iteration 0F: 2 clusters Score -1377792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1369987.750000 Penalty: 10678.558594
	Iteration 0F: 3 clusters Score -1369988 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1371281.250000 Penalty: 10678.558594
	Iteration 1F: 3 clusters Score -1371281 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1371587.750000 Penalty: 10678.558594
	Iteration 2F: 3 clusters Score -1371588 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1371739.375000 Penalty: 10678.558594
	Iteration 3Q: 3 clusters Score -1371739 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1371844.375000 Penalty: 10678.558594
	Iteration 4Q: 3 clusters Score -1371844 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1371916.750000 Penalty: 10678.558594
	Iteration 5Q: 3 clusters Score -1371917 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1371976.000000 Penalty: 10678.558594
	Iteration 6Q: 3 clusters Score -1371976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1372020.125000 Penalty: 10678.558594
	Iteration 7Q: 3 clusters Score -1372020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1372058.250000 Penalty: 10678.558594
	Iteration 8Q: 3 clusters Score -1372058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1372078.250000 Penalty: 10678.558594
	Iteration 9Q: 3 clusters Score -1372078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1372107.625000 Penalty: 10678.558594
	Iteration 10Q: 3 clusters Score -1372108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1372126.875000 Penalty: 10678.558594
	Iteration 11Q: 3 clusters Score -1372127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1372146.375000 Penalty: 10678.558594
	Iteration 12Q: 3 clusters Score -1372146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1372161.000000 Penalty: 10678.558594
	Iteration 13Q: 3 clusters Score -1372161 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1372182.000000 Penalty: 10678.558594
	Iteration 14Q: 3 clusters Score -1372182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1372198.000000 Penalty: 10678.558594
	Iteration 15Q: 3 clusters Score -1372198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1372210.625000 Penalty: 10678.558594
	Iteration 16Q: 3 clusters Score -1372211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1372225.750000 Penalty: 10678.558594
	Iteration 17Q: 3 clusters Score -1372226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1372233.125000 Penalty: 10678.558594
	Iteration 18Q: 3 clusters Score -1372233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1372238.500000 Penalty: 10678.558594
	Iteration 19Q: 3 clusters Score -1372238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1372244.875000 Penalty: 10678.558594
	Iteration 20F: 3 clusters Score -1372245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1372247.750000 Penalty: 10678.558594
	Iteration 21Q: 3 clusters Score -1372248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1372252.500000 Penalty: 10678.558594
	Iteration 22Q: 3 clusters Score -1372252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1372259.250000 Penalty: 10678.558594
	Iteration 23Q: 3 clusters Score -1372259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1372260.375000 Penalty: 10678.558594
	Iteration 24Q: 3 clusters Score -1372260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1372265.875000 Penalty: 10678.558594
	Iteration 25Q: 3 clusters Score -1372266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1372270.500000 Penalty: 10678.558594
	Iteration 26Q: 3 clusters Score -1372270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1372279.125000 Penalty: 10678.558594
	Iteration 27Q: 3 clusters Score -1372279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1372281.625000 Penalty: 10678.558594
	Iteration 28Q: 3 clusters Score -1372282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1372284.625000 Penalty: 10678.558594
	Iteration 29Q: 3 clusters Score -1372285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1372289.875000 Penalty: 10678.558594
	Iteration 30Q: 3 clusters Score -1372290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1372291.000000 Penalty: 10678.558594
	Iteration 31Q: 3 clusters Score -1372291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1372294.625000 Penalty: 10678.558594
	Iteration 32Q: 3 clusters Score -1372295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1372293.125000 Penalty: 10678.558594
	Iteration 33Q: 3 clusters Score -1372293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1372296.000000 Penalty: 10678.558594
	Iteration 34Q: 3 clusters Score -1372296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1372296.125000 Penalty: 10678.558594
	Iteration 35Q: 3 clusters Score -1372296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1372297.000000 Penalty: 10678.558594
	Iteration 36Q: 3 clusters Score -1372297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1372297.000000 Penalty: 10678.558594
	Iteration 37F: 3 clusters Score -1372297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (32375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Entering Unmasked Estep 
Score: -7074047.500000 Penalty: 6360.898926
	Iteration 0F: 2 clusters Score -7074048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -7049769.500000 Penalty: 12721.797852
	Iteration 0F: 3 clusters Score -7049770 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -7057186.000000 Penalty: 12721.797852
	Iteration 1F: 3 clusters Score -7057186 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -7058077.000000 Penalty: 12721.797852
	Iteration 2F: 3 clusters Score -7058077 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -7058928.500000 Penalty: 12721.797852
	Iteration 3F: 3 clusters Score -7058928 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -7059811.500000 Penalty: 12721.797852
	Iteration 4F: 3 clusters Score -7059812 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -7060778.500000 Penalty: 12721.797852
	Iteration 5F: 3 clusters Score -7060778 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -7061922.500000 Penalty: 12721.797852
	Iteration 6F: 3 clusters Score -7061922 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -7063258.000000 Penalty: 12721.797852
	Iteration 7F: 3 clusters Score -7063258 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -7064741.500000 Penalty: 12721.797852
	Iteration 8F: 3 clusters Score -7064742 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -7066224.500000 Penalty: 12721.797852
	Iteration 9F: 3 clusters Score -7066224 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -7067550.000000 Penalty: 12721.797852
	Iteration 10Q: 3 clusters Score -7067550 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -7068651.000000 Penalty: 12721.797852
	Iteration 11Q: 3 clusters Score -7068651 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7069512.500000 Penalty: 12721.797852
	Iteration 12Q: 3 clusters Score -7069512 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -7070169.500000 Penalty: 12721.797852
	Iteration 13Q: 3 clusters Score -7070170 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7070560.500000 Penalty: 12721.797852
	Iteration 14Q: 3 clusters Score -7070560 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7070806.500000 Penalty: 12721.797852
	Iteration 15Q: 3 clusters Score -7070806 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7070961.500000 Penalty: 12721.797852
	Iteration 16Q: 3 clusters Score -7070962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7071039.500000 Penalty: 12721.797852
	Iteration 17Q: 3 clusters Score -7071040 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7071094.000000 Penalty: 12721.797852
	Iteration 18Q: 3 clusters Score -7071094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7071140.000000 Penalty: 12721.797852
	Iteration 19Q: 3 clusters Score -7071140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7071161.500000 Penalty: 12721.797852
	Iteration 20F: 3 clusters Score -7071162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7071189.500000 Penalty: 12721.797852
	Iteration 21Q: 3 clusters Score -7071190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7071194.500000 Penalty: 12721.797852
	Iteration 22Q: 3 clusters Score -7071194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7071200.500000 Penalty: 12721.797852
	Iteration 23Q: 3 clusters Score -7071200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7071218.000000 Penalty: 12721.797852
	Iteration 24Q: 3 clusters Score -7071218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7071217.000000 Penalty: 12721.797852
	Iteration 25Q: 3 clusters Score -7071217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7071208.000000 Penalty: 12721.797852
	Iteration 26Q: 3 clusters Score -7071208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7071206.000000 Penalty: 12721.797852
	Iteration 27Q: 3 clusters Score -7071206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7071204.000000 Penalty: 12721.797852
	Iteration 28Q: 3 clusters Score -7071204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7071206.000000 Penalty: 12721.797852
	Iteration 29Q: 3 clusters Score -7071206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7071205.500000 Penalty: 12721.797852
	Iteration 30Q: 3 clusters Score -7071206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7071202.500000 Penalty: 12721.797852
	Iteration 31Q: 3 clusters Score -7071202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7071205.500000 Penalty: 12721.797852
	Iteration 32Q: 3 clusters Score -7071206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7071206.500000 Penalty: 12721.797852
	Iteration 33Q: 3 clusters Score -7071206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7071206.500000 Penalty: 12721.797852
	Iteration 34F: 3 clusters Score -7071206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Entering Unmasked Estep 
Score: -10858391.000000 Penalty: 6592.555664
	Iteration 0F: 2 clusters Score -1.085839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -10824583.000000 Penalty: 13185.111328
	Iteration 0F: 3 clusters Score -1.082458e+07 nChanged 20459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -10835349.000000 Penalty: 13185.111328
	Iteration 1F: 3 clusters Score -1.083535e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -10836286.000000 Penalty: 13185.111328
	Iteration 2F: 3 clusters Score -1.083629e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -10836932.000000 Penalty: 13185.111328
	Iteration 3Q: 3 clusters Score -1.083693e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -10837537.000000 Penalty: 13185.111328
	Iteration 4Q: 3 clusters Score -1.083754e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -10838073.000000 Penalty: 13185.111328
	Iteration 5Q: 3 clusters Score -1.083807e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -10838677.000000 Penalty: 13185.111328
	Iteration 6Q: 3 clusters Score -1.083868e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -10839262.000000 Penalty: 13185.111328
	Iteration 7Q: 3 clusters Score -1.083926e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -10839995.000000 Penalty: 13185.111328
	Iteration 8Q: 3 clusters Score -1.084e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -10841071.000000 Penalty: 13185.111328
	Iteration 9Q: 3 clusters Score -1.084107e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -10842321.000000 Penalty: 13185.111328
	Iteration 10Q: 3 clusters Score -1.084232e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -10843541.000000 Penalty: 13185.111328
	Iteration 11Q: 3 clusters Score -1.084354e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -10844813.000000 Penalty: 13185.111328
	Iteration 12Q: 3 clusters Score -1.084481e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -10845882.000000 Penalty: 13185.111328
	Iteration 13Q: 3 clusters Score -1.084588e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -10846749.000000 Penalty: 13185.111328
	Iteration 14Q: 3 clusters Score -1.084675e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -10847515.000000 Penalty: 13185.111328
	Iteration 15Q: 3 clusters Score -1.084752e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -10848286.000000 Penalty: 13185.111328
	Iteration 16Q: 3 clusters Score -1.084829e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -10848982.000000 Penalty: 13185.111328
	Iteration 17Q: 3 clusters Score -1.084898e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -10849600.000000 Penalty: 13185.111328
	Iteration 18Q: 3 clusters Score -1.08496e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -10850182.000000 Penalty: 13185.111328
	Iteration 19Q: 3 clusters Score -1.085018e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -10850680.000000 Penalty: 13185.111328
	Iteration 20F: 3 clusters Score -1.085068e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -10851092.000000 Penalty: 13185.111328
	Iteration 21Q: 3 clusters Score -1.085109e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -10851371.000000 Penalty: 13185.111328
	Iteration 22Q: 3 clusters Score -1.085137e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -10851629.000000 Penalty: 13185.111328
	Iteration 23Q: 3 clusters Score -1.085163e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -10851808.000000 Penalty: 13185.111328
	Iteration 24Q: 3 clusters Score -1.085181e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -10851978.000000 Penalty: 13185.111328
	Iteration 25Q: 3 clusters Score -1.085198e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -10852136.000000 Penalty: 13185.111328
	Iteration 26Q: 3 clusters Score -1.085214e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -10852259.000000 Penalty: 13185.111328
	Iteration 27Q: 3 clusters Score -1.085226e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -10852358.000000 Penalty: 13185.111328
	Iteration 28Q: 3 clusters Score -1.085236e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -10852428.000000 Penalty: 13185.111328
	Iteration 29Q: 3 clusters Score -1.085243e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -10852496.000000 Penalty: 13185.111328
	Iteration 30Q: 3 clusters Score -1.08525e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -10852550.000000 Penalty: 13185.111328
	Iteration 31Q: 3 clusters Score -1.085255e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -10852602.000000 Penalty: 13185.111328
	Iteration 32Q: 3 clusters Score -1.08526e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -10852586.000000 Penalty: 13185.111328
	Iteration 33Q: 3 clusters Score -1.085259e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -10852600.000000 Penalty: 13185.111328
	Iteration 34Q: 3 clusters Score -1.08526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -10852600.000000 Penalty: 13185.111328
	Iteration 35Q: 3 clusters Score -1.08526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -10852659.000000 Penalty: 13185.111328
	Iteration 36Q: 3 clusters Score -1.085266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -10852678.000000 Penalty: 13185.111328
	Iteration 37Q: 3 clusters Score -1.085268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -10852701.000000 Penalty: 13185.111328
	Iteration 38Q: 3 clusters Score -1.08527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -10852702.000000 Penalty: 13185.111328
	Iteration 39Q: 3 clusters Score -1.08527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -10852731.000000 Penalty: 13185.111328
	Iteration 40F: 3 clusters Score -1.085273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -10852716.000000 Penalty: 13185.111328
	Iteration 41Q: 3 clusters Score -1.085272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -10852723.000000 Penalty: 13185.111328
	Iteration 42Q: 3 clusters Score -1.085272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -10852727.000000 Penalty: 13185.111328
	Iteration 43Q: 3 clusters Score -1.085273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -10852735.000000 Penalty: 13185.111328
	Iteration 44Q: 3 clusters Score -1.085274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -10852742.000000 Penalty: 13185.111328
	Iteration 45Q: 3 clusters Score -1.085274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -10852745.000000 Penalty: 13185.111328
	Iteration 46Q: 3 clusters Score -1.085274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -10852741.000000 Penalty: 13185.111328
	Iteration 47Q: 3 clusters Score -1.085274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -10852741.000000 Penalty: 13185.111328
	Iteration 48Q: 3 clusters Score -1.085274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -10852756.000000 Penalty: 13185.111328
	Iteration 49Q: 3 clusters Score -1.085276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -10852753.000000 Penalty: 13185.111328
	Iteration 50Q: 3 clusters Score -1.085275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -10852759.000000 Penalty: 13185.111328
	Iteration 51Q: 3 clusters Score -1.085276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -10852753.000000 Penalty: 13185.111328
	Iteration 52Q: 3 clusters Score -1.085275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -10852754.000000 Penalty: 13185.111328
	Iteration 53Q: 3 clusters Score -1.085275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -10852754.000000 Penalty: 13185.111328
	Iteration 54F: 3 clusters Score -1.085275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Entering Unmasked Estep 
Score: -3892701.000000 Penalty: 5986.752441
	Iteration 0F: 2 clusters Score -3892701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3877687.750000 Penalty: 11973.504883
	Iteration 0F: 3 clusters Score -3877688 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3881536.000000 Penalty: 11973.504883
	Iteration 1F: 3 clusters Score -3881536 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3882235.000000 Penalty: 11973.504883
	Iteration 2F: 3 clusters Score -3882235 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3882681.500000 Penalty: 11973.504883
	Iteration 3F: 3 clusters Score -3882682 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3883014.250000 Penalty: 11973.504883
	Iteration 4Q: 3 clusters Score -3883014 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3883268.000000 Penalty: 11973.504883
	Iteration 5Q: 3 clusters Score -3883268 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3883514.500000 Penalty: 11973.504883
	Iteration 6Q: 3 clusters Score -3883514 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3883733.500000 Penalty: 11973.504883
	Iteration 7Q: 3 clusters Score -3883734 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -3883945.500000 Penalty: 11973.504883
	Iteration 8Q: 3 clusters Score -3883946 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3884191.750000 Penalty: 11973.504883
	Iteration 9Q: 3 clusters Score -3884192 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3884502.250000 Penalty: 11973.504883
	Iteration 10Q: 3 clusters Score -3884502 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3884847.500000 Penalty: 11973.504883
	Iteration 11Q: 3 clusters Score -3884848 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3885245.000000 Penalty: 11973.504883
	Iteration 12Q: 3 clusters Score -3885245 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3885701.000000 Penalty: 11973.504883
	Iteration 13Q: 3 clusters Score -3885701 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3886140.750000 Penalty: 11973.504883
	Iteration 14Q: 3 clusters Score -3886141 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3886551.000000 Penalty: 11973.504883
	Iteration 15Q: 3 clusters Score -3886551 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -3886884.000000 Penalty: 11973.504883
	Iteration 16Q: 3 clusters Score -3886884 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3887142.250000 Penalty: 11973.504883
	Iteration 17Q: 3 clusters Score -3887142 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3887342.250000 Penalty: 11973.504883
	Iteration 18Q: 3 clusters Score -3887342 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3887493.000000 Penalty: 11973.504883
	Iteration 19Q: 3 clusters Score -3887493 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -3887581.500000 Penalty: 11973.504883
	Iteration 20F: 3 clusters Score -3887582 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3887679.500000 Penalty: 11973.504883
	Iteration 21Q: 3 clusters Score -3887680 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3887738.000000 Penalty: 11973.504883
	Iteration 22Q: 3 clusters Score -3887738 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3887774.500000 Penalty: 11973.504883
	Iteration 23Q: 3 clusters Score -3887774 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3887801.250000 Penalty: 11973.504883
	Iteration 24Q: 3 clusters Score -3887801 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3887830.500000 Penalty: 11973.504883
	Iteration 25Q: 3 clusters Score -3887830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3887848.750000 Penalty: 11973.504883
	Iteration 26Q: 3 clusters Score -3887849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3887861.750000 Penalty: 11973.504883
	Iteration 27Q: 3 clusters Score -3887862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3887896.750000 Penalty: 11973.504883
	Iteration 28Q: 3 clusters Score -3887897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3887904.500000 Penalty: 11973.504883
	Iteration 29Q: 3 clusters Score -3887904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3887910.000000 Penalty: 11973.504883
	Iteration 30Q: 3 clusters Score -3887910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3887922.000000 Penalty: 11973.504883
	Iteration 31Q: 3 clusters Score -3887922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3887940.250000 Penalty: 11973.504883
	Iteration 32Q: 3 clusters Score -3887940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3887952.000000 Penalty: 11973.504883
	Iteration 33Q: 3 clusters Score -3887952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3887957.000000 Penalty: 11973.504883
	Iteration 34Q: 3 clusters Score -3887957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3887966.000000 Penalty: 11973.504883
	Iteration 35Q: 3 clusters Score -3887966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3887971.750000 Penalty: 11973.504883
	Iteration 36Q: 3 clusters Score -3887972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3887979.750000 Penalty: 11973.504883
	Iteration 37Q: 3 clusters Score -3887980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3887985.000000 Penalty: 11973.504883
	Iteration 38Q: 3 clusters Score -3887985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3887985.500000 Penalty: 11973.504883
	Iteration 39Q: 3 clusters Score -3887986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3887991.750000 Penalty: 11973.504883
	Iteration 40F: 3 clusters Score -3887992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3888003.750000 Penalty: 11973.504883
	Iteration 41Q: 3 clusters Score -3888004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3888000.250000 Penalty: 11973.504883
	Iteration 42Q: 3 clusters Score -3888000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3888006.500000 Penalty: 11973.504883
	Iteration 43Q: 3 clusters Score -3888006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3888025.500000 Penalty: 11973.504883
	Iteration 44Q: 3 clusters Score -3888026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3888038.500000 Penalty: 11973.504883
	Iteration 45Q: 3 clusters Score -3888038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3888028.000000 Penalty: 11973.504883
	Iteration 46Q: 3 clusters Score -3888028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3888038.500000 Penalty: 11973.504883
	Iteration 47Q: 3 clusters Score -3888038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3888052.500000 Penalty: 11973.504883
	Iteration 48Q: 3 clusters Score -3888052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3888058.750000 Penalty: 11973.504883
	Iteration 49Q: 3 clusters Score -3888059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3888071.250000 Penalty: 11973.504883
	Iteration 50Q: 3 clusters Score -3888071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3888068.750000 Penalty: 11973.504883
	Iteration 51Q: 3 clusters Score -3888069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3888060.250000 Penalty: 11973.504883
	Iteration 52Q: 3 clusters Score -3888060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3888066.000000 Penalty: 11973.504883
	Iteration 53Q: 3 clusters Score -3888066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3888069.500000 Penalty: 11973.504883
	Iteration 54Q: 3 clusters Score -3888070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3888079.000000 Penalty: 11973.504883
	Iteration 55Q: 3 clusters Score -3888079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3888089.500000 Penalty: 11973.504883
	Iteration 56Q: 3 clusters Score -3888090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3888096.750000 Penalty: 11973.504883
	Iteration 57Q: 3 clusters Score -3888097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3888101.750000 Penalty: 11973.504883
	Iteration 58Q: 3 clusters Score -3888102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3888120.250000 Penalty: 11973.504883
	Iteration 59Q: 3 clusters Score -3888120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3888108.000000 Penalty: 11973.504883
	Iteration 60F: 3 clusters Score -3888108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3888116.000000 Penalty: 11973.504883
	Iteration 61Q: 3 clusters Score -3888116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3888131.750000 Penalty: 11973.504883
	Iteration 62Q: 3 clusters Score -3888132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3888132.500000 Penalty: 11973.504883
	Iteration 63Q: 3 clusters Score -3888132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3888145.000000 Penalty: 11973.504883
	Iteration 64Q: 3 clusters Score -3888145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3888151.750000 Penalty: 11973.504883
	Iteration 65Q: 3 clusters Score -3888152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3888147.000000 Penalty: 11973.504883
	Iteration 66Q: 3 clusters Score -3888147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3888156.000000 Penalty: 11973.504883
	Iteration 67Q: 3 clusters Score -3888156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3888162.000000 Penalty: 11973.504883
	Iteration 68Q: 3 clusters Score -3888162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3888168.250000 Penalty: 11973.504883
	Iteration 69Q: 3 clusters Score -3888168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3888171.000000 Penalty: 11973.504883
	Iteration 70Q: 3 clusters Score -3888171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3888178.000000 Penalty: 11973.504883
	Iteration 71Q: 3 clusters Score -3888178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3888185.500000 Penalty: 11973.504883
	Iteration 72Q: 3 clusters Score -3888186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3888191.000000 Penalty: 11973.504883
	Iteration 73Q: 3 clusters Score -3888191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3888193.750000 Penalty: 11973.504883
	Iteration 74Q: 3 clusters Score -3888194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3888190.750000 Penalty: 11973.504883
	Iteration 75Q: 3 clusters Score -3888191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3888196.250000 Penalty: 11973.504883
	Iteration 76Q: 3 clusters Score -3888196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3888195.500000 Penalty: 11973.504883
	Iteration 77Q: 3 clusters Score -3888196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3888207.250000 Penalty: 11973.504883
	Iteration 78Q: 3 clusters Score -3888207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3888211.000000 Penalty: 11973.504883
	Iteration 79Q: 3 clusters Score -3888211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3888224.500000 Penalty: 11973.504883
	Iteration 80F: 3 clusters Score -3888224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3888218.250000 Penalty: 11973.504883
	Iteration 81Q: 3 clusters Score -3888218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3888224.500000 Penalty: 11973.504883
	Iteration 82Q: 3 clusters Score -3888224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3888228.000000 Penalty: 11973.504883
	Iteration 83Q: 3 clusters Score -3888228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3888229.500000 Penalty: 11973.504883
	Iteration 84Q: 3 clusters Score -3888230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3888230.250000 Penalty: 11973.504883
	Iteration 85Q: 3 clusters Score -3888230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3888239.250000 Penalty: 11973.504883
	Iteration 86Q: 3 clusters Score -3888239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3888245.750000 Penalty: 11973.504883
	Iteration 87Q: 3 clusters Score -3888246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3888239.750000 Penalty: 11973.504883
	Iteration 88Q: 3 clusters Score -3888240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3888240.500000 Penalty: 11973.504883
	Iteration 89Q: 3 clusters Score -3888240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3888241.750000 Penalty: 11973.504883
	Iteration 90Q: 3 clusters Score -3888242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3888237.750000 Penalty: 11973.504883
	Iteration 91Q: 3 clusters Score -3888238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3888246.500000 Penalty: 11973.504883
	Iteration 92Q: 3 clusters Score -3888246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3888241.500000 Penalty: 11973.504883
	Iteration 93Q: 3 clusters Score -3888242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3888252.000000 Penalty: 11973.504883
	Iteration 94Q: 3 clusters Score -3888252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3888252.250000 Penalty: 11973.504883
	Iteration 95Q: 3 clusters Score -3888252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3888254.000000 Penalty: 11973.504883
	Iteration 96Q: 3 clusters Score -3888254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3888257.250000 Penalty: 11973.504883
	Iteration 97Q: 3 clusters Score -3888257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3888253.250000 Penalty: 11973.504883
	Iteration 98Q: 3 clusters Score -3888253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3888257.000000 Penalty: 11973.504883
	Iteration 99Q: 3 clusters Score -3888257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3888258.500000 Penalty: 11973.504883
	Iteration 100F: 3 clusters Score -3888258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3888260.500000 Penalty: 11973.504883
	Iteration 101Q: 3 clusters Score -3888260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3888259.000000 Penalty: 11973.504883
	Iteration 102Q: 3 clusters Score -3888259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3888247.750000 Penalty: 11973.504883
	Iteration 103Q: 3 clusters Score -3888248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3888246.500000 Penalty: 11973.504883
	Iteration 104Q: 3 clusters Score -3888246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3888256.750000 Penalty: 11973.504883
	Iteration 105Q: 3 clusters Score -3888257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3888257.000000 Penalty: 11973.504883
	Iteration 106Q: 3 clusters Score -3888257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3888265.000000 Penalty: 11973.504883
	Iteration 107Q: 3 clusters Score -3888265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3888272.250000 Penalty: 11973.504883
	Iteration 108Q: 3 clusters Score -3888272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3888272.000000 Penalty: 11973.504883
	Iteration 109Q: 3 clusters Score -3888272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3888270.750000 Penalty: 11973.504883
	Iteration 110Q: 3 clusters Score -3888271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3888271.500000 Penalty: 11973.504883
	Iteration 111Q: 3 clusters Score -3888272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3888273.000000 Penalty: 11973.504883
	Iteration 112Q: 3 clusters Score -3888273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3888272.750000 Penalty: 11973.504883
	Iteration 113Q: 3 clusters Score -3888273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3888278.250000 Penalty: 11973.504883
	Iteration 114Q: 3 clusters Score -3888278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3888275.000000 Penalty: 11973.504883
	Iteration 115Q: 3 clusters Score -3888275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3888276.500000 Penalty: 11973.504883
	Iteration 116Q: 3 clusters Score -3888276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3888273.000000 Penalty: 11973.504883
	Iteration 117Q: 3 clusters Score -3888273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3888273.000000 Penalty: 11973.504883
	Iteration 118Q: 3 clusters Score -3888273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3888281.000000 Penalty: 11973.504883
	Iteration 119Q: 3 clusters Score -3888281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3888282.750000 Penalty: 11973.504883
	Iteration 120F: 3 clusters Score -3888283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3888285.500000 Penalty: 11973.504883
	Iteration 121Q: 3 clusters Score -3888286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3888285.500000 Penalty: 11973.504883
	Iteration 122F: 3 clusters Score -3888286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23047 members 
Mstep: Class 3 contains 73028 members 
Mstep: Class 4 contains 121263 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55170 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112031 members 
Mstep: Class 16 contains 32133 members 
Mstep: Class 17 contains 143709 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 58085 members 
Mstep: Class 22 contains 126738 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32375 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443872.000000 Penalty: 240310.328125
Iteration 239Q: 29 clusters Score -2.724439e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23048 members 
Mstep: Class 3 contains 73028 members 
Mstep: Class 4 contains 121263 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55165 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 112030 members 
Mstep: Class 16 contains 32133 members 
Mstep: Class 17 contains 143708 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 58092 members 
Mstep: Class 22 contains 126737 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32375 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443904.000000 Penalty: 240310.328125
Iteration 240F: 29 clusters Score -2.724439e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23048 members 
Mstep: Class 3 contains 73028 members 
Mstep: Class 4 contains 121263 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55153 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24514 members 
Mstep: Class 15 contains 112030 members 
Mstep: Class 16 contains 32132 members 
Mstep: Class 17 contains 143708 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35314 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 58104 members 
Mstep: Class 22 contains 126735 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32374 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443936.000000 Penalty: 240310.328125
Iteration 241Q: 29 clusters Score -2.724439e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23049 members 
Mstep: Class 3 contains 73028 members 
Mstep: Class 4 contains 121263 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55149 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92728 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24513 members 
Mstep: Class 15 contains 112030 members 
Mstep: Class 16 contains 32133 members 
Mstep: Class 17 contains 143704 members 
Mstep: Class 18 contains 50789 members 
Mstep: Class 19 contains 35313 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 58113 members 
Mstep: Class 22 contains 126733 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32374 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443872.000000 Penalty: 240310.328125
Iteration 242Q: 29 clusters Score -2.724439e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23050 members 
Mstep: Class 3 contains 73029 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17565 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55138 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92730 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24511 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32132 members 
Mstep: Class 17 contains 143703 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 17497 members 
Mstep: Class 21 contains 58121 members 
Mstep: Class 22 contains 126734 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32373 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443840.000000 Penalty: 240310.328125
Iteration 243Q: 29 clusters Score -2.724438e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23048 members 
Mstep: Class 3 contains 73030 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17565 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55132 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92730 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24511 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32133 members 
Mstep: Class 17 contains 143702 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35311 members 
Mstep: Class 20 contains 17497 members 
Mstep: Class 21 contains 58128 members 
Mstep: Class 22 contains 126732 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 47258 members 
Mstep: Class 28 contains 17587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443936.000000 Penalty: 240310.328125
Iteration 244Q: 29 clusters Score -2.724439e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23049 members 
Mstep: Class 3 contains 73030 members 
Mstep: Class 4 contains 121264 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17565 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55125 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24511 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32134 members 
Mstep: Class 17 contains 143701 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35311 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58137 members 
Mstep: Class 22 contains 126730 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 47258 members 
Mstep: Class 28 contains 17586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443808.000000 Penalty: 240310.328125
Iteration 245Q: 29 clusters Score -2.724438e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23049 members 
Mstep: Class 3 contains 73030 members 
Mstep: Class 4 contains 121265 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17565 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55119 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24511 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32137 members 
Mstep: Class 17 contains 143701 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35308 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58143 members 
Mstep: Class 22 contains 126730 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443840.000000 Penalty: 240310.328125
Iteration 246Q: 29 clusters Score -2.724438e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23049 members 
Mstep: Class 3 contains 73030 members 
Mstep: Class 4 contains 121265 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55107 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24511 members 
Mstep: Class 15 contains 112030 members 
Mstep: Class 16 contains 32140 members 
Mstep: Class 17 contains 143701 members 
Mstep: Class 18 contains 50789 members 
Mstep: Class 19 contains 35310 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58150 members 
Mstep: Class 22 contains 126728 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443872.000000 Penalty: 240310.328125
Iteration 247Q: 29 clusters Score -2.724439e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 23049 members 
Mstep: Class 3 contains 73030 members 
Mstep: Class 4 contains 121266 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17565 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55097 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24510 members 
Mstep: Class 15 contains 112031 members 
Mstep: Class 16 contains 32143 members 
Mstep: Class 17 contains 143699 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35310 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58154 members 
Mstep: Class 22 contains 126727 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443712.000000 Penalty: 240310.328125
Iteration 248Q: 29 clusters Score -2.724437e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 23050 members 
Mstep: Class 3 contains 73030 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17567 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55087 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24508 members 
Mstep: Class 15 contains 112031 members 
Mstep: Class 16 contains 32141 members 
Mstep: Class 17 contains 143699 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35309 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58162 members 
Mstep: Class 22 contains 126726 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 32373 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443776.000000 Penalty: 240310.328125
Iteration 249Q: 29 clusters Score -2.724438e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 23051 members 
Mstep: Class 3 contains 73031 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17566 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55073 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32142 members 
Mstep: Class 17 contains 143700 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35309 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58175 members 
Mstep: Class 22 contains 126727 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443776.000000 Penalty: 240310.328125
Iteration 250Q: 29 clusters Score -2.724438e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 23051 members 
Mstep: Class 3 contains 73032 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17566 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55069 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24507 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32142 members 
Mstep: Class 17 contains 143701 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 35307 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58181 members 
Mstep: Class 22 contains 126725 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 47257 members 
Mstep: Class 28 contains 17595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443776.000000 Penalty: 240310.328125
Iteration 251Q: 29 clusters Score -2.724438e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 23051 members 
Mstep: Class 3 contains 73032 members 
Mstep: Class 4 contains 121268 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17566 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55063 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32142 members 
Mstep: Class 17 contains 143702 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35306 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58184 members 
Mstep: Class 22 contains 126725 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 47258 members 
Mstep: Class 28 contains 17595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443808.000000 Penalty: 240310.328125
Iteration 252Q: 29 clusters Score -2.724438e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 23051 members 
Mstep: Class 3 contains 73032 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17566 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55063 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32141 members 
Mstep: Class 17 contains 143704 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 35306 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58185 members 
Mstep: Class 22 contains 126724 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 47258 members 
Mstep: Class 28 contains 17595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443840.000000 Penalty: 240310.328125
Iteration 253Q: 29 clusters Score -2.724438e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 23050 members 
Mstep: Class 3 contains 73031 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17566 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55066 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32140 members 
Mstep: Class 17 contains 143704 members 
Mstep: Class 18 contains 50792 members 
Mstep: Class 19 contains 35306 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58185 members 
Mstep: Class 22 contains 126724 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 47258 members 
Mstep: Class 28 contains 17595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443872.000000 Penalty: 240310.328125
Iteration 254Q: 29 clusters Score -2.724439e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 23050 members 
Mstep: Class 3 contains 73031 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17566 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55066 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32140 members 
Mstep: Class 17 contains 143705 members 
Mstep: Class 18 contains 50792 members 
Mstep: Class 19 contains 35306 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58185 members 
Mstep: Class 22 contains 126724 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 47258 members 
Mstep: Class 28 contains 17595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443872.000000 Penalty: 240310.328125
Iteration 255Q: 29 clusters Score -2.724439e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 23050 members 
Mstep: Class 3 contains 73031 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17566 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55066 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32140 members 
Mstep: Class 17 contains 143705 members 
Mstep: Class 18 contains 50792 members 
Mstep: Class 19 contains 35306 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58185 members 
Mstep: Class 22 contains 126724 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 47258 members 
Mstep: Class 28 contains 17595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443872.000000 Penalty: 240310.328125
Iteration 256F: 29 clusters Score -2.724439e+08 nChanged 0
Entering ConstructFrom: 
Score: -272443872.000000 Penalty: 240310.328125
Entering ConstructFrom: 
Trying to split cluster 1 (33633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Entering Unmasked Estep 
Score: -7659934.000000 Penalty: 6384.248535
	Iteration 0F: 2 clusters Score -7659934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -7634627.000000 Penalty: 12768.497070
	Iteration 0F: 3 clusters Score -7634627 nChanged 14293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -7642077.500000 Penalty: 12768.497070
	Iteration 1F: 3 clusters Score -7642078 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -7642839.500000 Penalty: 12768.497070
	Iteration 2F: 3 clusters Score -7642840 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -7643367.000000 Penalty: 12768.497070
	Iteration 3Q: 3 clusters Score -7643367 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -7643769.500000 Penalty: 12768.497070
	Iteration 4Q: 3 clusters Score -7643770 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -7644086.500000 Penalty: 12768.497070
	Iteration 5Q: 3 clusters Score -7644086 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -7644334.500000 Penalty: 12768.497070
	Iteration 6Q: 3 clusters Score -7644334 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -7644554.500000 Penalty: 12768.497070
	Iteration 7Q: 3 clusters Score -7644554 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -7644697.500000 Penalty: 12768.497070
	Iteration 8Q: 3 clusters Score -7644698 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -7644853.500000 Penalty: 12768.497070
	Iteration 9Q: 3 clusters Score -7644854 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -7644938.500000 Penalty: 12768.497070
	Iteration 10Q: 3 clusters Score -7644938 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -7645073.500000 Penalty: 12768.497070
	Iteration 11Q: 3 clusters Score -7645074 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -7645207.500000 Penalty: 12768.497070
	Iteration 12Q: 3 clusters Score -7645208 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -7645326.000000 Penalty: 12768.497070
	Iteration 13Q: 3 clusters Score -7645326 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -7645464.000000 Penalty: 12768.497070
	Iteration 14Q: 3 clusters Score -7645464 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -7645616.000000 Penalty: 12768.497070
	Iteration 15Q: 3 clusters Score -7645616 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -7645757.500000 Penalty: 12768.497070
	Iteration 16Q: 3 clusters Score -7645758 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -7645888.500000 Penalty: 12768.497070
	Iteration 17Q: 3 clusters Score -7645888 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -7646072.500000 Penalty: 12768.497070
	Iteration 18Q: 3 clusters Score -7646072 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -7646324.000000 Penalty: 12768.497070
	Iteration 19Q: 3 clusters Score -7646324 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -7646633.500000 Penalty: 12768.497070
	Iteration 20F: 3 clusters Score -7646634 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -7646945.000000 Penalty: 12768.497070
	Iteration 21Q: 3 clusters Score -7646945 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -7647355.500000 Penalty: 12768.497070
	Iteration 22Q: 3 clusters Score -7647356 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -7647851.000000 Penalty: 12768.497070
	Iteration 23Q: 3 clusters Score -7647851 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -7648522.500000 Penalty: 12768.497070
	Iteration 24Q: 3 clusters Score -7648522 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -7649323.500000 Penalty: 12768.497070
	Iteration 25Q: 3 clusters Score -7649324 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -7650280.500000 Penalty: 12768.497070
	Iteration 26Q: 3 clusters Score -7650280 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -7651182.500000 Penalty: 12768.497070
	Iteration 27Q: 3 clusters Score -7651182 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -7651995.500000 Penalty: 12768.497070
	Iteration 28Q: 3 clusters Score -7651996 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -7652645.500000 Penalty: 12768.497070
	Iteration 29Q: 3 clusters Score -7652646 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -7653156.500000 Penalty: 12768.497070
	Iteration 30Q: 3 clusters Score -7653156 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -7653501.500000 Penalty: 12768.497070
	Iteration 31Q: 3 clusters Score -7653502 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -7653732.000000 Penalty: 12768.497070
	Iteration 32Q: 3 clusters Score -7653732 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -7653895.000000 Penalty: 12768.497070
	Iteration 33Q: 3 clusters Score -7653895 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -7654005.000000 Penalty: 12768.497070
	Iteration 34Q: 3 clusters Score -7654005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -7654052.500000 Penalty: 12768.497070
	Iteration 35Q: 3 clusters Score -7654052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -7654105.000000 Penalty: 12768.497070
	Iteration 36Q: 3 clusters Score -7654105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -7654118.000000 Penalty: 12768.497070
	Iteration 37Q: 3 clusters Score -7654118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -7654164.500000 Penalty: 12768.497070
	Iteration 38Q: 3 clusters Score -7654164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -7654181.500000 Penalty: 12768.497070
	Iteration 39Q: 3 clusters Score -7654182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -7654189.500000 Penalty: 12768.497070
	Iteration 40F: 3 clusters Score -7654190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -7654201.000000 Penalty: 12768.497070
	Iteration 41Q: 3 clusters Score -7654201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -7654204.000000 Penalty: 12768.497070
	Iteration 42Q: 3 clusters Score -7654204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -7654223.000000 Penalty: 12768.497070
	Iteration 43Q: 3 clusters Score -7654223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -7654251.500000 Penalty: 12768.497070
	Iteration 44Q: 3 clusters Score -7654252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -7654242.000000 Penalty: 12768.497070
	Iteration 45Q: 3 clusters Score -7654242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -7654240.500000 Penalty: 12768.497070
	Iteration 46Q: 3 clusters Score -7654240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -7654243.000000 Penalty: 12768.497070
	Iteration 47Q: 3 clusters Score -7654243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -7654253.500000 Penalty: 12768.497070
	Iteration 48Q: 3 clusters Score -7654254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -7654257.000000 Penalty: 12768.497070
	Iteration 49Q: 3 clusters Score -7654257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -7654253.500000 Penalty: 12768.497070
	Iteration 50Q: 3 clusters Score -7654254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -7654256.000000 Penalty: 12768.497070
	Iteration 51Q: 3 clusters Score -7654256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -7654254.500000 Penalty: 12768.497070
	Iteration 52Q: 3 clusters Score -7654254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -7654254.500000 Penalty: 12768.497070
	Iteration 53F: 3 clusters Score -7654254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Entering Unmasked Estep 
Score: -5033202.000000 Penalty: 6152.820312
	Iteration 0F: 2 clusters Score -5033202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -5014820.500000 Penalty: 12305.640625
	Iteration 0F: 3 clusters Score -5014820 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -5020172.500000 Penalty: 12305.640625
	Iteration 1F: 3 clusters Score -5020172 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -5021762.500000 Penalty: 12305.640625
	Iteration 2F: 3 clusters Score -5021762 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -5023692.500000 Penalty: 12305.640625
	Iteration 3F: 3 clusters Score -5023692 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -5025760.000000 Penalty: 12305.640625
	Iteration 4F: 3 clusters Score -5025760 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -5027889.500000 Penalty: 12305.640625
	Iteration 5F: 3 clusters Score -5027890 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -5029656.000000 Penalty: 12305.640625
	Iteration 6F: 3 clusters Score -5029656 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -5030892.000000 Penalty: 12305.640625
	Iteration 7F: 3 clusters Score -5030892 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -5031605.500000 Penalty: 12305.640625
	Iteration 8Q: 3 clusters Score -5031606 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -5031971.500000 Penalty: 12305.640625
	Iteration 9Q: 3 clusters Score -5031972 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -5032195.500000 Penalty: 12305.640625
	Iteration 10Q: 3 clusters Score -5032196 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -5032353.000000 Penalty: 12305.640625
	Iteration 11Q: 3 clusters Score -5032353 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -5032444.500000 Penalty: 12305.640625
	Iteration 12Q: 3 clusters Score -5032444 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -5032510.000000 Penalty: 12305.640625
	Iteration 13Q: 3 clusters Score -5032510 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -5032563.000000 Penalty: 12305.640625
	Iteration 14Q: 3 clusters Score -5032563 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -5032612.000000 Penalty: 12305.640625
	Iteration 15Q: 3 clusters Score -5032612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -5032647.000000 Penalty: 12305.640625
	Iteration 16Q: 3 clusters Score -5032647 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -5032680.500000 Penalty: 12305.640625
	Iteration 17Q: 3 clusters Score -5032680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -5032712.500000 Penalty: 12305.640625
	Iteration 18Q: 3 clusters Score -5032712 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -5032742.000000 Penalty: 12305.640625
	Iteration 19Q: 3 clusters Score -5032742 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -5032827.000000 Penalty: 12305.640625
	Iteration 20F: 3 clusters Score -5032827 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -5032991.000000 Penalty: 12305.640625
	Iteration 21Q: 3 clusters Score -5032991 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -5033187.000000 Penalty: 12305.640625
	Iteration 22Q: 3 clusters Score -5033187 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -5033384.000000 Penalty: 12305.640625
	Iteration 23Q: 3 clusters Score -5033384 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -5033534.500000 Penalty: 12305.640625
	Iteration 24Q: 3 clusters Score -5033534 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -5033578.000000 Penalty: 12305.640625
	Iteration 25Q: 3 clusters Score -5033578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -5033612.000000 Penalty: 12305.640625
	Iteration 26Q: 3 clusters Score -5033612 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -5033645.000000 Penalty: 12305.640625
	Iteration 27Q: 3 clusters Score -5033645 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -5033644.000000 Penalty: 12305.640625
	Iteration 28Q: 3 clusters Score -5033644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -5033651.500000 Penalty: 12305.640625
	Iteration 29Q: 3 clusters Score -5033652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -5033669.500000 Penalty: 12305.640625
	Iteration 30Q: 3 clusters Score -5033670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -5033673.000000 Penalty: 12305.640625
	Iteration 31Q: 3 clusters Score -5033673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -5033675.000000 Penalty: 12305.640625
	Iteration 32Q: 3 clusters Score -5033675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -5033680.500000 Penalty: 12305.640625
	Iteration 33Q: 3 clusters Score -5033680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -5033690.500000 Penalty: 12305.640625
	Iteration 34Q: 3 clusters Score -5033690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -5033691.500000 Penalty: 12305.640625
	Iteration 35Q: 3 clusters Score -5033692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -5033687.000000 Penalty: 12305.640625
	Iteration 36Q: 3 clusters Score -5033687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -5033691.500000 Penalty: 12305.640625
	Iteration 37Q: 3 clusters Score -5033692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -5033695.000000 Penalty: 12305.640625
	Iteration 38Q: 3 clusters Score -5033695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -5033688.000000 Penalty: 12305.640625
	Iteration 39Q: 3 clusters Score -5033688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -5033693.000000 Penalty: 12305.640625
	Iteration 40F: 3 clusters Score -5033693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -5033688.500000 Penalty: 12305.640625
	Iteration 41Q: 3 clusters Score -5033688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -5033689.000000 Penalty: 12305.640625
	Iteration 42Q: 3 clusters Score -5033689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -5033694.000000 Penalty: 12305.640625
	Iteration 43Q: 3 clusters Score -5033694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -5033694.000000 Penalty: 12305.640625
	Iteration 44F: 3 clusters Score -5033694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 11492 members 
Mstep: Class 3 contains 73031 members 
Mstep: Class 4 contains 121267 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 17566 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 55066 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 92731 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 112029 members 
Mstep: Class 16 contains 32140 members 
Mstep: Class 17 contains 143705 members 
Mstep: Class 18 contains 50792 members 
Mstep: Class 19 contains 35306 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 58185 members 
Mstep: Class 22 contains 126724 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 47258 members 
Mstep: Class 28 contains 17595 members 
Mstep: Class 29 contains 11558 members 
Entering Unmasked Estep 
Score: -272442528.000000 Penalty: 248892.843750
Splitting cluster 2 changes total score from -272443872.000000 to -272442528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (73031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Entering Unmasked Estep 
Score: -16691431.000000 Penalty: 6859.166504
	Iteration 0F: 2 clusters Score -1.669143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -16641001.000000 Penalty: 13718.333008
	Iteration 0F: 3 clusters Score -1.6641e+07 nChanged 32752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -16658362.000000 Penalty: 13718.333008
	Iteration 1F: 3 clusters Score -1.665836e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -16659335.000000 Penalty: 13718.333008
	Iteration 2Q: 3 clusters Score -1.665934e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -16660079.000000 Penalty: 13718.333008
	Iteration 3Q: 3 clusters Score -1.666008e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -16660795.000000 Penalty: 13718.333008
	Iteration 4Q: 3 clusters Score -1.66608e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -16661432.000000 Penalty: 13718.333008
	Iteration 5Q: 3 clusters Score -1.666143e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -16662031.000000 Penalty: 13718.333008
	Iteration 6Q: 3 clusters Score -1.666203e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -16662655.000000 Penalty: 13718.333008
	Iteration 7Q: 3 clusters Score -1.666266e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -16663322.000000 Penalty: 13718.333008
	Iteration 8Q: 3 clusters Score -1.666332e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -16664582.000000 Penalty: 13718.333008
	Iteration 9Q: 3 clusters Score -1.666458e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -16666214.000000 Penalty: 13718.333008
	Iteration 10Q: 3 clusters Score -1.666621e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -16668567.000000 Penalty: 13718.333008
	Iteration 11F: 3 clusters Score -1.666857e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -16671732.000000 Penalty: 13718.333008
	Iteration 12F: 3 clusters Score -1.667173e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -16675411.000000 Penalty: 13718.333008
	Iteration 13F: 3 clusters Score -1.667541e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -16678388.000000 Penalty: 13718.333008
	Iteration 14F: 3 clusters Score -1.667839e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -16680677.000000 Penalty: 13718.333008
	Iteration 15Q: 3 clusters Score -1.668068e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -16682439.000000 Penalty: 13718.333008
	Iteration 16Q: 3 clusters Score -1.668244e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -16683630.000000 Penalty: 13718.333008
	Iteration 17Q: 3 clusters Score -1.668363e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -16684348.000000 Penalty: 13718.333008
	Iteration 18Q: 3 clusters Score -1.668435e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -16684795.000000 Penalty: 13718.333008
	Iteration 19Q: 3 clusters Score -1.66848e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -16685103.000000 Penalty: 13718.333008
	Iteration 20F: 3 clusters Score -1.66851e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -16685303.000000 Penalty: 13718.333008
	Iteration 21Q: 3 clusters Score -1.66853e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -16685407.000000 Penalty: 13718.333008
	Iteration 22Q: 3 clusters Score -1.668541e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16685473.000000 Penalty: 13718.333008
	Iteration 23Q: 3 clusters Score -1.668547e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -16685522.000000 Penalty: 13718.333008
	Iteration 24Q: 3 clusters Score -1.668552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -16685549.000000 Penalty: 13718.333008
	Iteration 25Q: 3 clusters Score -1.668555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -16685568.000000 Penalty: 13718.333008
	Iteration 26Q: 3 clusters Score -1.668557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -16685581.000000 Penalty: 13718.333008
	Iteration 27Q: 3 clusters Score -1.668558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -16685604.000000 Penalty: 13718.333008
	Iteration 28Q: 3 clusters Score -1.66856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71835 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -16685613.000000 Penalty: 13718.333008
	Iteration 29Q: 3 clusters Score -1.668561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -16685612.000000 Penalty: 13718.333008
	Iteration 30Q: 3 clusters Score -1.668561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -16685609.000000 Penalty: 13718.333008
	Iteration 31Q: 3 clusters Score -1.668561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -16685618.000000 Penalty: 13718.333008
	Iteration 32Q: 3 clusters Score -1.668562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16685632.000000 Penalty: 13718.333008
	Iteration 33Q: 3 clusters Score -1.668563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -16685640.000000 Penalty: 13718.333008
	Iteration 34Q: 3 clusters Score -1.668564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16685630.000000 Penalty: 13718.333008
	Iteration 35Q: 3 clusters Score -1.668563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -16685643.000000 Penalty: 13718.333008
	Iteration 36Q: 3 clusters Score -1.668564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16685653.000000 Penalty: 13718.333008
	Iteration 37Q: 3 clusters Score -1.668565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -16685662.000000 Penalty: 13718.333008
	Iteration 38Q: 3 clusters Score -1.668566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16685664.000000 Penalty: 13718.333008
	Iteration 39Q: 3 clusters Score -1.668566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16685682.000000 Penalty: 13718.333008
	Iteration 40F: 3 clusters Score -1.668568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16685699.000000 Penalty: 13718.333008
	Iteration 41Q: 3 clusters Score -1.66857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16685702.000000 Penalty: 13718.333008
	Iteration 42Q: 3 clusters Score -1.66857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -16685703.000000 Penalty: 13718.333008
	Iteration 43Q: 3 clusters Score -1.66857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16685715.000000 Penalty: 13718.333008
	Iteration 44Q: 3 clusters Score -1.668572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16685708.000000 Penalty: 13718.333008
	Iteration 45Q: 3 clusters Score -1.668571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16685711.000000 Penalty: 13718.333008
	Iteration 46Q: 3 clusters Score -1.668571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16685711.000000 Penalty: 13718.333008
	Iteration 47F: 3 clusters Score -1.668571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (121267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121267 members 
Entering Unmasked Estep 
Score: -27531112.000000 Penalty: 7169.771973
	Iteration 0F: 2 clusters Score -2.753111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -27450126.000000 Penalty: 14339.543945
	Iteration 0F: 3 clusters Score -2.745013e+07 nChanged 55835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -27480958.000000 Penalty: 14339.543945
	Iteration 1F: 3 clusters Score -2.748096e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -27481988.000000 Penalty: 14339.543945
	Iteration 2Q: 3 clusters Score -2.748199e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -27483090.000000 Penalty: 14339.543945
	Iteration 3Q: 3 clusters Score -2.748309e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -27484096.000000 Penalty: 14339.543945
	Iteration 4Q: 3 clusters Score -2.74841e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -27485440.000000 Penalty: 14339.543945
	Iteration 5Q: 3 clusters Score -2.748544e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -27487380.000000 Penalty: 14339.543945
	Iteration 6Q: 3 clusters Score -2.748738e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -27489876.000000 Penalty: 14339.543945
	Iteration 7Q: 3 clusters Score -2.748988e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -27492812.000000 Penalty: 14339.543945
	Iteration 8F: 3 clusters Score -2.749281e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -27496332.000000 Penalty: 14339.543945
	Iteration 9F: 3 clusters Score -2.749633e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -27500652.000000 Penalty: 14339.543945
	Iteration 10F: 3 clusters Score -2.750065e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -27505572.000000 Penalty: 14339.543945
	Iteration 11F: 3 clusters Score -2.750557e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 99435 members 
Entering Unmasked Estep 
Score: -27510960.000000 Penalty: 14339.543945
	Iteration 12F: 3 clusters Score -2.751096e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -27515622.000000 Penalty: 14339.543945
	Iteration 13F: 3 clusters Score -2.751562e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 110645 members 
Entering Unmasked Estep 
Score: -27519482.000000 Penalty: 14339.543945
	Iteration 14Q: 3 clusters Score -2.751948e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 114174 members 
Entering Unmasked Estep 
Score: -27522194.000000 Penalty: 14339.543945
	Iteration 15Q: 3 clusters Score -2.752219e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 116462 members 
Entering Unmasked Estep 
Score: -27523578.000000 Penalty: 14339.543945
	Iteration 16Q: 3 clusters Score -2.752358e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -27524402.000000 Penalty: 14339.543945
	Iteration 17Q: 3 clusters Score -2.75244e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 118420 members 
Entering Unmasked Estep 
Score: -27524796.000000 Penalty: 14339.543945
	Iteration 18Q: 3 clusters Score -2.75248e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 118814 members 
Entering Unmasked Estep 
Score: -27525166.000000 Penalty: 14339.543945
	Iteration 19Q: 3 clusters Score -2.752517e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 119050 members 
Entering Unmasked Estep 
Score: -27525282.000000 Penalty: 14339.543945
	Iteration 20F: 3 clusters Score -2.752528e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 119220 members 
Entering Unmasked Estep 
Score: -27525412.000000 Penalty: 14339.543945
	Iteration 21Q: 3 clusters Score -2.752541e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 119325 members 
Entering Unmasked Estep 
Score: -27525392.000000 Penalty: 14339.543945
	Iteration 22Q: 3 clusters Score -2.752539e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 119390 members 
Entering Unmasked Estep 
Score: -27525436.000000 Penalty: 14339.543945
	Iteration 23Q: 3 clusters Score -2.752544e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -27525458.000000 Penalty: 14339.543945
	Iteration 24Q: 3 clusters Score -2.752546e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 119477 members 
Entering Unmasked Estep 
Score: -27525460.000000 Penalty: 14339.543945
	Iteration 25Q: 3 clusters Score -2.752546e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -27525454.000000 Penalty: 14339.543945
	Iteration 26Q: 3 clusters Score -2.752545e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 119532 members 
Entering Unmasked Estep 
Score: -27525466.000000 Penalty: 14339.543945
	Iteration 27Q: 3 clusters Score -2.752547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 119550 members 
Entering Unmasked Estep 
Score: -27525482.000000 Penalty: 14339.543945
	Iteration 28Q: 3 clusters Score -2.752548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 119564 members 
Entering Unmasked Estep 
Score: -27525486.000000 Penalty: 14339.543945
	Iteration 29Q: 3 clusters Score -2.752549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 119570 members 
Entering Unmasked Estep 
Score: -27525482.000000 Penalty: 14339.543945
	Iteration 30Q: 3 clusters Score -2.752548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 119571 members 
Entering Unmasked Estep 
Score: -27525486.000000 Penalty: 14339.543945
	Iteration 31Q: 3 clusters Score -2.752549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 119571 members 
Entering Unmasked Estep 
Score: -27525486.000000 Penalty: 14339.543945
	Iteration 32F: 3 clusters Score -2.752549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Entering Unmasked Estep 
Score: -3287164.000000 Penalty: 5877.223145
	Iteration 0F: 2 clusters Score -3287164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -3274013.750000 Penalty: 11754.446289
	Iteration 0F: 3 clusters Score -3274014 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3277310.000000 Penalty: 11754.446289
	Iteration 1F: 3 clusters Score -3277310 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3278122.000000 Penalty: 11754.446289
	Iteration 2F: 3 clusters Score -3278122 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3278840.250000 Penalty: 11754.446289
	Iteration 3F: 3 clusters Score -3278840 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3279416.750000 Penalty: 11754.446289
	Iteration 4F: 3 clusters Score -3279417 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -3279904.500000 Penalty: 11754.446289
	Iteration 5Q: 3 clusters Score -3279904 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3280415.000000 Penalty: 11754.446289
	Iteration 6Q: 3 clusters Score -3280415 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3280865.000000 Penalty: 11754.446289
	Iteration 7Q: 3 clusters Score -3280865 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3281280.000000 Penalty: 11754.446289
	Iteration 8Q: 3 clusters Score -3281280 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3281730.500000 Penalty: 11754.446289
	Iteration 9Q: 3 clusters Score -3281730 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3282138.750000 Penalty: 11754.446289
	Iteration 10Q: 3 clusters Score -3282139 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3282547.250000 Penalty: 11754.446289
	Iteration 11Q: 3 clusters Score -3282547 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3282932.750000 Penalty: 11754.446289
	Iteration 12Q: 3 clusters Score -3282933 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3283251.500000 Penalty: 11754.446289
	Iteration 13Q: 3 clusters Score -3283252 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3283495.250000 Penalty: 11754.446289
	Iteration 14Q: 3 clusters Score -3283495 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3283712.750000 Penalty: 11754.446289
	Iteration 15Q: 3 clusters Score -3283713 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3283899.250000 Penalty: 11754.446289
	Iteration 16Q: 3 clusters Score -3283899 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3284019.750000 Penalty: 11754.446289
	Iteration 17Q: 3 clusters Score -3284020 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3284119.250000 Penalty: 11754.446289
	Iteration 18Q: 3 clusters Score -3284119 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3284192.500000 Penalty: 11754.446289
	Iteration 19Q: 3 clusters Score -3284192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3284252.500000 Penalty: 11754.446289
	Iteration 20F: 3 clusters Score -3284252 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3284320.250000 Penalty: 11754.446289
	Iteration 21Q: 3 clusters Score -3284320 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3284384.500000 Penalty: 11754.446289
	Iteration 22Q: 3 clusters Score -3284384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3284441.500000 Penalty: 11754.446289
	Iteration 23Q: 3 clusters Score -3284442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3284478.500000 Penalty: 11754.446289
	Iteration 24Q: 3 clusters Score -3284478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3284506.250000 Penalty: 11754.446289
	Iteration 25Q: 3 clusters Score -3284506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3284527.000000 Penalty: 11754.446289
	Iteration 26Q: 3 clusters Score -3284527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3284557.250000 Penalty: 11754.446289
	Iteration 27Q: 3 clusters Score -3284557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3284586.750000 Penalty: 11754.446289
	Iteration 28Q: 3 clusters Score -3284587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3284605.750000 Penalty: 11754.446289
	Iteration 29Q: 3 clusters Score -3284606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3284617.500000 Penalty: 11754.446289
	Iteration 30Q: 3 clusters Score -3284618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3284634.250000 Penalty: 11754.446289
	Iteration 31Q: 3 clusters Score -3284634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3284658.250000 Penalty: 11754.446289
	Iteration 32Q: 3 clusters Score -3284658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3284680.000000 Penalty: 11754.446289
	Iteration 33Q: 3 clusters Score -3284680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3284687.750000 Penalty: 11754.446289
	Iteration 34Q: 3 clusters Score -3284688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3284697.250000 Penalty: 11754.446289
	Iteration 35Q: 3 clusters Score -3284697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3284696.250000 Penalty: 11754.446289
	Iteration 36Q: 3 clusters Score -3284696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3284710.000000 Penalty: 11754.446289
	Iteration 37Q: 3 clusters Score -3284710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3284712.750000 Penalty: 11754.446289
	Iteration 38Q: 3 clusters Score -3284713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3284722.500000 Penalty: 11754.446289
	Iteration 39Q: 3 clusters Score -3284722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3284730.500000 Penalty: 11754.446289
	Iteration 40F: 3 clusters Score -3284730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3284742.000000 Penalty: 11754.446289
	Iteration 41Q: 3 clusters Score -3284742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3284743.250000 Penalty: 11754.446289
	Iteration 42Q: 3 clusters Score -3284743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3284757.250000 Penalty: 11754.446289
	Iteration 43Q: 3 clusters Score -3284757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3284757.750000 Penalty: 11754.446289
	Iteration 44Q: 3 clusters Score -3284758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3284761.500000 Penalty: 11754.446289
	Iteration 45Q: 3 clusters Score -3284762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3284763.000000 Penalty: 11754.446289
	Iteration 46Q: 3 clusters Score -3284763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3284765.000000 Penalty: 11754.446289
	Iteration 47Q: 3 clusters Score -3284765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3284767.000000 Penalty: 11754.446289
	Iteration 48Q: 3 clusters Score -3284767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3284767.000000 Penalty: 11754.446289
	Iteration 49F: 3 clusters Score -3284767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Entering Unmasked Estep 
Score: -4025151.250000 Penalty: 5986.403809
	Iteration 0F: 2 clusters Score -4025151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -4010197.500000 Penalty: 11972.807617
	Iteration 0F: 3 clusters Score -4010198 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -4014000.000000 Penalty: 11972.807617
	Iteration 1F: 3 clusters Score -4014000 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -4014465.000000 Penalty: 11972.807617
	Iteration 2F: 3 clusters Score -4014465 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -4014797.000000 Penalty: 11972.807617
	Iteration 3Q: 3 clusters Score -4014797 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -4015023.500000 Penalty: 11972.807617
	Iteration 4Q: 3 clusters Score -4015024 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -4015202.500000 Penalty: 11972.807617
	Iteration 5Q: 3 clusters Score -4015202 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -4015330.750000 Penalty: 11972.807617
	Iteration 6Q: 3 clusters Score -4015331 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4015446.750000 Penalty: 11972.807617
	Iteration 7Q: 3 clusters Score -4015447 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -4015547.000000 Penalty: 11972.807617
	Iteration 8Q: 3 clusters Score -4015547 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -4015643.500000 Penalty: 11972.807617
	Iteration 9Q: 3 clusters Score -4015644 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4015727.250000 Penalty: 11972.807617
	Iteration 10Q: 3 clusters Score -4015727 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -4015834.000000 Penalty: 11972.807617
	Iteration 11Q: 3 clusters Score -4015834 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -4015919.250000 Penalty: 11972.807617
	Iteration 12Q: 3 clusters Score -4015919 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4016039.750000 Penalty: 11972.807617
	Iteration 13Q: 3 clusters Score -4016040 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -4016152.250000 Penalty: 11972.807617
	Iteration 14Q: 3 clusters Score -4016152 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -4016270.500000 Penalty: 11972.807617
	Iteration 15Q: 3 clusters Score -4016270 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -4016411.000000 Penalty: 11972.807617
	Iteration 16Q: 3 clusters Score -4016411 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -4016544.500000 Penalty: 11972.807617
	Iteration 17Q: 3 clusters Score -4016544 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -4016699.750000 Penalty: 11972.807617
	Iteration 18Q: 3 clusters Score -4016700 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -4016859.000000 Penalty: 11972.807617
	Iteration 19Q: 3 clusters Score -4016859 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4017037.250000 Penalty: 11972.807617
	Iteration 20F: 3 clusters Score -4017037 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4017241.000000 Penalty: 11972.807617
	Iteration 21Q: 3 clusters Score -4017241 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -4017445.000000 Penalty: 11972.807617
	Iteration 22Q: 3 clusters Score -4017445 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -4017715.250000 Penalty: 11972.807617
	Iteration 23Q: 3 clusters Score -4017715 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -4017997.750000 Penalty: 11972.807617
	Iteration 24Q: 3 clusters Score -4017998 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4018252.250000 Penalty: 11972.807617
	Iteration 25Q: 3 clusters Score -4018252 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4018512.250000 Penalty: 11972.807617
	Iteration 26Q: 3 clusters Score -4018512 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4018761.750000 Penalty: 11972.807617
	Iteration 27Q: 3 clusters Score -4018762 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4018982.750000 Penalty: 11972.807617
	Iteration 28Q: 3 clusters Score -4018983 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -4019163.750000 Penalty: 11972.807617
	Iteration 29Q: 3 clusters Score -4019164 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4019342.000000 Penalty: 11972.807617
	Iteration 30Q: 3 clusters Score -4019342 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4019462.750000 Penalty: 11972.807617
	Iteration 31Q: 3 clusters Score -4019463 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4019551.750000 Penalty: 11972.807617
	Iteration 32Q: 3 clusters Score -4019552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4019642.500000 Penalty: 11972.807617
	Iteration 33Q: 3 clusters Score -4019642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -4019724.250000 Penalty: 11972.807617
	Iteration 34Q: 3 clusters Score -4019724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -4019794.000000 Penalty: 11972.807617
	Iteration 35Q: 3 clusters Score -4019794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4019853.500000 Penalty: 11972.807617
	Iteration 36Q: 3 clusters Score -4019854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4019900.250000 Penalty: 11972.807617
	Iteration 37Q: 3 clusters Score -4019900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4019939.000000 Penalty: 11972.807617
	Iteration 38Q: 3 clusters Score -4019939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4019967.500000 Penalty: 11972.807617
	Iteration 39Q: 3 clusters Score -4019968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4019988.000000 Penalty: 11972.807617
	Iteration 40F: 3 clusters Score -4019988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -4020012.500000 Penalty: 11972.807617
	Iteration 41Q: 3 clusters Score -4020012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -4020021.750000 Penalty: 11972.807617
	Iteration 42Q: 3 clusters Score -4020022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4020039.500000 Penalty: 11972.807617
	Iteration 43Q: 3 clusters Score -4020040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4020051.250000 Penalty: 11972.807617
	Iteration 44Q: 3 clusters Score -4020051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -4020063.500000 Penalty: 11972.807617
	Iteration 45Q: 3 clusters Score -4020064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -4020079.500000 Penalty: 11972.807617
	Iteration 46Q: 3 clusters Score -4020080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4020093.750000 Penalty: 11972.807617
	Iteration 47Q: 3 clusters Score -4020094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4020102.000000 Penalty: 11972.807617
	Iteration 48Q: 3 clusters Score -4020102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -4020111.500000 Penalty: 11972.807617
	Iteration 49Q: 3 clusters Score -4020112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4020114.750000 Penalty: 11972.807617
	Iteration 50Q: 3 clusters Score -4020115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4020113.000000 Penalty: 11972.807617
	Iteration 51Q: 3 clusters Score -4020113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4020120.500000 Penalty: 11972.807617
	Iteration 52Q: 3 clusters Score -4020120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4020132.250000 Penalty: 11972.807617
	Iteration 53Q: 3 clusters Score -4020132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -4020137.500000 Penalty: 11972.807617
	Iteration 54Q: 3 clusters Score -4020138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -4020142.000000 Penalty: 11972.807617
	Iteration 55Q: 3 clusters Score -4020142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4020141.500000 Penalty: 11972.807617
	Iteration 56Q: 3 clusters Score -4020142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -4020144.500000 Penalty: 11972.807617
	Iteration 57Q: 3 clusters Score -4020144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -4020145.750000 Penalty: 11972.807617
	Iteration 58Q: 3 clusters Score -4020146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -4020148.750000 Penalty: 11972.807617
	Iteration 59Q: 3 clusters Score -4020149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4020156.000000 Penalty: 11972.807617
	Iteration 60F: 3 clusters Score -4020156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4020163.250000 Penalty: 11972.807617
	Iteration 61Q: 3 clusters Score -4020163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -4020179.500000 Penalty: 11972.807617
	Iteration 62Q: 3 clusters Score -4020180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4020186.000000 Penalty: 11972.807617
	Iteration 63Q: 3 clusters Score -4020186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4020190.750000 Penalty: 11972.807617
	Iteration 64Q: 3 clusters Score -4020191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -4020188.250000 Penalty: 11972.807617
	Iteration 65Q: 3 clusters Score -4020188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -4020203.750000 Penalty: 11972.807617
	Iteration 66Q: 3 clusters Score -4020204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -4020202.000000 Penalty: 11972.807617
	Iteration 67Q: 3 clusters Score -4020202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -4020206.000000 Penalty: 11972.807617
	Iteration 68Q: 3 clusters Score -4020206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -4020208.000000 Penalty: 11972.807617
	Iteration 69Q: 3 clusters Score -4020208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4020208.500000 Penalty: 11972.807617
	Iteration 70Q: 3 clusters Score -4020208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -4020214.750000 Penalty: 11972.807617
	Iteration 71Q: 3 clusters Score -4020215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4020215.750000 Penalty: 11972.807617
	Iteration 72Q: 3 clusters Score -4020216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4020211.500000 Penalty: 11972.807617
	Iteration 73Q: 3 clusters Score -4020212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4020216.500000 Penalty: 11972.807617
	Iteration 74Q: 3 clusters Score -4020216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4020216.500000 Penalty: 11972.807617
	Iteration 75F: 3 clusters Score -4020216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Entering Unmasked Estep 
Score: -9762772.000000 Penalty: 6528.349121
	Iteration 0F: 2 clusters Score -9762772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -9731733.000000 Penalty: 13056.698242
	Iteration 0F: 3 clusters Score -9731733 nChanged 18612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -9741578.000000 Penalty: 13056.698242
	Iteration 1F: 3 clusters Score -9741578 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -9742401.000000 Penalty: 13056.698242
	Iteration 2F: 3 clusters Score -9742401 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -9742950.000000 Penalty: 13056.698242
	Iteration 3Q: 3 clusters Score -9742950 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -9743436.000000 Penalty: 13056.698242
	Iteration 4Q: 3 clusters Score -9743436 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -9743825.000000 Penalty: 13056.698242
	Iteration 5Q: 3 clusters Score -9743825 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -9744315.000000 Penalty: 13056.698242
	Iteration 6Q: 3 clusters Score -9744315 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -9744758.000000 Penalty: 13056.698242
	Iteration 7Q: 3 clusters Score -9744758 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -9745410.000000 Penalty: 13056.698242
	Iteration 8Q: 3 clusters Score -9745410 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -9746218.000000 Penalty: 13056.698242
	Iteration 9Q: 3 clusters Score -9746218 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -9747233.000000 Penalty: 13056.698242
	Iteration 10Q: 3 clusters Score -9747233 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -9748420.000000 Penalty: 13056.698242
	Iteration 11Q: 3 clusters Score -9748420 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -9749725.000000 Penalty: 13056.698242
	Iteration 12F: 3 clusters Score -9749725 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -9751009.000000 Penalty: 13056.698242
	Iteration 13Q: 3 clusters Score -9751009 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -9752176.000000 Penalty: 13056.698242
	Iteration 14Q: 3 clusters Score -9752176 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -9753200.000000 Penalty: 13056.698242
	Iteration 15Q: 3 clusters Score -9753200 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -9754029.000000 Penalty: 13056.698242
	Iteration 16Q: 3 clusters Score -9754029 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -9754670.000000 Penalty: 13056.698242
	Iteration 17Q: 3 clusters Score -9754670 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -9755242.000000 Penalty: 13056.698242
	Iteration 18Q: 3 clusters Score -9755242 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -9755688.000000 Penalty: 13056.698242
	Iteration 19Q: 3 clusters Score -9755688 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -9756051.000000 Penalty: 13056.698242
	Iteration 20F: 3 clusters Score -9756051 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -9756442.000000 Penalty: 13056.698242
	Iteration 21Q: 3 clusters Score -9756442 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -9756846.000000 Penalty: 13056.698242
	Iteration 22Q: 3 clusters Score -9756846 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -9757231.000000 Penalty: 13056.698242
	Iteration 23Q: 3 clusters Score -9757231 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -9757474.000000 Penalty: 13056.698242
	Iteration 24Q: 3 clusters Score -9757474 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -9757693.000000 Penalty: 13056.698242
	Iteration 25Q: 3 clusters Score -9757693 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -9757878.000000 Penalty: 13056.698242
	Iteration 26Q: 3 clusters Score -9757878 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -9757958.000000 Penalty: 13056.698242
	Iteration 27Q: 3 clusters Score -9757958 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -9758052.000000 Penalty: 13056.698242
	Iteration 28Q: 3 clusters Score -9758052 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -9758120.000000 Penalty: 13056.698242
	Iteration 29Q: 3 clusters Score -9758120 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -9758149.000000 Penalty: 13056.698242
	Iteration 30Q: 3 clusters Score -9758149 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -9758202.000000 Penalty: 13056.698242
	Iteration 31Q: 3 clusters Score -9758202 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -9758213.000000 Penalty: 13056.698242
	Iteration 32Q: 3 clusters Score -9758213 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -9758224.000000 Penalty: 13056.698242
	Iteration 33Q: 3 clusters Score -9758224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -9758234.000000 Penalty: 13056.698242
	Iteration 34Q: 3 clusters Score -9758234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -9758223.000000 Penalty: 13056.698242
	Iteration 35Q: 3 clusters Score -9758223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -9758220.000000 Penalty: 13056.698242
	Iteration 36Q: 3 clusters Score -9758220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -9758232.000000 Penalty: 13056.698242
	Iteration 37Q: 3 clusters Score -9758232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -9758214.000000 Penalty: 13056.698242
	Iteration 38Q: 3 clusters Score -9758214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -9758211.000000 Penalty: 13056.698242
	Iteration 39Q: 3 clusters Score -9758211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -9758227.000000 Penalty: 13056.698242
	Iteration 40F: 3 clusters Score -9758227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -9758219.000000 Penalty: 13056.698242
	Iteration 41Q: 3 clusters Score -9758219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -9758239.000000 Penalty: 13056.698242
	Iteration 42Q: 3 clusters Score -9758239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -9758228.000000 Penalty: 13056.698242
	Iteration 43Q: 3 clusters Score -9758228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -9758228.000000 Penalty: 13056.698242
	Iteration 44Q: 3 clusters Score -9758228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -9758229.000000 Penalty: 13056.698242
	Iteration 45Q: 3 clusters Score -9758229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -9758252.000000 Penalty: 13056.698242
	Iteration 46Q: 3 clusters Score -9758252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -9758251.000000 Penalty: 13056.698242
	Iteration 47Q: 3 clusters Score -9758251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -9758258.000000 Penalty: 13056.698242
	Iteration 48Q: 3 clusters Score -9758258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -9758263.000000 Penalty: 13056.698242
	Iteration 49Q: 3 clusters Score -9758263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -9758259.000000 Penalty: 13056.698242
	Iteration 50Q: 3 clusters Score -9758259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -9758260.000000 Penalty: 13056.698242
	Iteration 51Q: 3 clusters Score -9758260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -9758252.000000 Penalty: 13056.698242
	Iteration 52Q: 3 clusters Score -9758252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -9758261.000000 Penalty: 13056.698242
	Iteration 53Q: 3 clusters Score -9758261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -9758258.000000 Penalty: 13056.698242
	Iteration 54Q: 3 clusters Score -9758258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -9758266.000000 Penalty: 13056.698242
	Iteration 55Q: 3 clusters Score -9758266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -9758272.000000 Penalty: 13056.698242
	Iteration 56Q: 3 clusters Score -9758272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -9758255.000000 Penalty: 13056.698242
	Iteration 57Q: 3 clusters Score -9758255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -9758251.000000 Penalty: 13056.698242
	Iteration 58Q: 3 clusters Score -9758251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -9758252.000000 Penalty: 13056.698242
	Iteration 59Q: 3 clusters Score -9758252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -9758239.000000 Penalty: 13056.698242
	Iteration 60F: 3 clusters Score -9758239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -9758240.000000 Penalty: 13056.698242
	Iteration 61Q: 3 clusters Score -9758240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -9758243.000000 Penalty: 13056.698242
	Iteration 62Q: 3 clusters Score -9758243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -9758243.000000 Penalty: 13056.698242
	Iteration 63F: 3 clusters Score -9758243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -2213076.750000 Penalty: 5636.104980
	Iteration 0F: 2 clusters Score -2213077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2202823.500000 Penalty: 11272.209961
	Iteration 0F: 3 clusters Score -2202824 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2205072.750000 Penalty: 11272.209961
	Iteration 1F: 3 clusters Score -2205073 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2205552.250000 Penalty: 11272.209961
	Iteration 2F: 3 clusters Score -2205552 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2205844.750000 Penalty: 11272.209961
	Iteration 3Q: 3 clusters Score -2205845 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2206063.000000 Penalty: 11272.209961
	Iteration 4Q: 3 clusters Score -2206063 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2206233.000000 Penalty: 11272.209961
	Iteration 5Q: 3 clusters Score -2206233 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2206381.750000 Penalty: 11272.209961
	Iteration 6Q: 3 clusters Score -2206382 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2206522.250000 Penalty: 11272.209961
	Iteration 7Q: 3 clusters Score -2206522 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2206664.500000 Penalty: 11272.209961
	Iteration 8Q: 3 clusters Score -2206664 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2206796.000000 Penalty: 11272.209961
	Iteration 9Q: 3 clusters Score -2206796 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2206918.500000 Penalty: 11272.209961
	Iteration 10Q: 3 clusters Score -2206918 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2207019.250000 Penalty: 11272.209961
	Iteration 11Q: 3 clusters Score -2207019 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2207133.500000 Penalty: 11272.209961
	Iteration 12Q: 3 clusters Score -2207134 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2207255.250000 Penalty: 11272.209961
	Iteration 13Q: 3 clusters Score -2207255 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2207386.250000 Penalty: 11272.209961
	Iteration 14Q: 3 clusters Score -2207386 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2207531.500000 Penalty: 11272.209961
	Iteration 15Q: 3 clusters Score -2207532 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2207706.500000 Penalty: 11272.209961
	Iteration 16Q: 3 clusters Score -2207706 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2207851.500000 Penalty: 11272.209961
	Iteration 17Q: 3 clusters Score -2207852 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2208029.000000 Penalty: 11272.209961
	Iteration 18Q: 3 clusters Score -2208029 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2208217.250000 Penalty: 11272.209961
	Iteration 19Q: 3 clusters Score -2208217 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2208420.500000 Penalty: 11272.209961
	Iteration 20F: 3 clusters Score -2208420 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2208613.750000 Penalty: 11272.209961
	Iteration 21Q: 3 clusters Score -2208614 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2208783.000000 Penalty: 11272.209961
	Iteration 22Q: 3 clusters Score -2208783 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2208974.500000 Penalty: 11272.209961
	Iteration 23Q: 3 clusters Score -2208974 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2209161.500000 Penalty: 11272.209961
	Iteration 24Q: 3 clusters Score -2209162 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2209307.750000 Penalty: 11272.209961
	Iteration 25Q: 3 clusters Score -2209308 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2209416.500000 Penalty: 11272.209961
	Iteration 26Q: 3 clusters Score -2209416 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2209489.500000 Penalty: 11272.209961
	Iteration 27Q: 3 clusters Score -2209490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2209545.500000 Penalty: 11272.209961
	Iteration 28Q: 3 clusters Score -2209546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2209585.250000 Penalty: 11272.209961
	Iteration 29Q: 3 clusters Score -2209585 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2209625.000000 Penalty: 11272.209961
	Iteration 30Q: 3 clusters Score -2209625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2209651.000000 Penalty: 11272.209961
	Iteration 31Q: 3 clusters Score -2209651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2209674.500000 Penalty: 11272.209961
	Iteration 32Q: 3 clusters Score -2209674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2209680.750000 Penalty: 11272.209961
	Iteration 33Q: 3 clusters Score -2209681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2209681.000000 Penalty: 11272.209961
	Iteration 34Q: 3 clusters Score -2209681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2209687.250000 Penalty: 11272.209961
	Iteration 35Q: 3 clusters Score -2209687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2209696.500000 Penalty: 11272.209961
	Iteration 36Q: 3 clusters Score -2209696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2209704.500000 Penalty: 11272.209961
	Iteration 37Q: 3 clusters Score -2209704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2209706.250000 Penalty: 11272.209961
	Iteration 38Q: 3 clusters Score -2209706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2209710.250000 Penalty: 11272.209961
	Iteration 39Q: 3 clusters Score -2209710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2209708.250000 Penalty: 11272.209961
	Iteration 40F: 3 clusters Score -2209708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2209710.750000 Penalty: 11272.209961
	Iteration 41Q: 3 clusters Score -2209711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2209713.750000 Penalty: 11272.209961
	Iteration 42Q: 3 clusters Score -2209714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2209712.000000 Penalty: 11272.209961
	Iteration 43Q: 3 clusters Score -2209712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2209713.750000 Penalty: 11272.209961
	Iteration 44Q: 3 clusters Score -2209714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2209713.750000 Penalty: 11272.209961
	Iteration 45F: 3 clusters Score -2209714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Entering Unmasked Estep 
Score: -1816908.750000 Penalty: 5494.156250
	Iteration 0F: 2 clusters Score -1816909 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 3977 members 
Entering Unmasked Estep 
Score: -1808056.500000 Penalty: 10988.312500
	Iteration 0F: 3 clusters Score -1808056 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1809682.875000 Penalty: 10988.312500
	Iteration 1F: 3 clusters Score -1809683 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1810027.000000 Penalty: 10988.312500
	Iteration 2F: 3 clusters Score -1810027 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1810188.625000 Penalty: 10988.312500
	Iteration 3Q: 3 clusters Score -1810189 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1810309.000000 Penalty: 10988.312500
	Iteration 4Q: 3 clusters Score -1810309 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1810395.250000 Penalty: 10988.312500
	Iteration 5Q: 3 clusters Score -1810395 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1810462.125000 Penalty: 10988.312500
	Iteration 6Q: 3 clusters Score -1810462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1810514.000000 Penalty: 10988.312500
	Iteration 7Q: 3 clusters Score -1810514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1810552.125000 Penalty: 10988.312500
	Iteration 8Q: 3 clusters Score -1810552 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1810586.375000 Penalty: 10988.312500
	Iteration 9Q: 3 clusters Score -1810586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1810609.625000 Penalty: 10988.312500
	Iteration 10Q: 3 clusters Score -1810610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1810632.875000 Penalty: 10988.312500
	Iteration 11Q: 3 clusters Score -1810633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1810658.875000 Penalty: 10988.312500
	Iteration 12Q: 3 clusters Score -1810659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1810678.250000 Penalty: 10988.312500
	Iteration 13Q: 3 clusters Score -1810678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1810702.375000 Penalty: 10988.312500
	Iteration 14Q: 3 clusters Score -1810702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1810720.000000 Penalty: 10988.312500
	Iteration 15Q: 3 clusters Score -1810720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1810746.250000 Penalty: 10988.312500
	Iteration 16Q: 3 clusters Score -1810746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1810758.625000 Penalty: 10988.312500
	Iteration 17Q: 3 clusters Score -1810759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1810769.375000 Penalty: 10988.312500
	Iteration 18Q: 3 clusters Score -1810769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1810781.000000 Penalty: 10988.312500
	Iteration 19Q: 3 clusters Score -1810781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1810797.625000 Penalty: 10988.312500
	Iteration 20F: 3 clusters Score -1810798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1810807.625000 Penalty: 10988.312500
	Iteration 21Q: 3 clusters Score -1810808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1810813.375000 Penalty: 10988.312500
	Iteration 22Q: 3 clusters Score -1810813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1810818.375000 Penalty: 10988.312500
	Iteration 23Q: 3 clusters Score -1810818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1810824.875000 Penalty: 10988.312500
	Iteration 24Q: 3 clusters Score -1810825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1810825.625000 Penalty: 10988.312500
	Iteration 25Q: 3 clusters Score -1810826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1810837.750000 Penalty: 10988.312500
	Iteration 26Q: 3 clusters Score -1810838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1810842.750000 Penalty: 10988.312500
	Iteration 27Q: 3 clusters Score -1810843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1810854.500000 Penalty: 10988.312500
	Iteration 28Q: 3 clusters Score -1810854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1810862.375000 Penalty: 10988.312500
	Iteration 29Q: 3 clusters Score -1810862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1810869.125000 Penalty: 10988.312500
	Iteration 30Q: 3 clusters Score -1810869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1810877.000000 Penalty: 10988.312500
	Iteration 31Q: 3 clusters Score -1810877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1810881.875000 Penalty: 10988.312500
	Iteration 32Q: 3 clusters Score -1810882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1810887.125000 Penalty: 10988.312500
	Iteration 33Q: 3 clusters Score -1810887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1810891.375000 Penalty: 10988.312500
	Iteration 34Q: 3 clusters Score -1810891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1810891.000000 Penalty: 10988.312500
	Iteration 35Q: 3 clusters Score -1810891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1810893.500000 Penalty: 10988.312500
	Iteration 36Q: 3 clusters Score -1810894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1810900.750000 Penalty: 10988.312500
	Iteration 37Q: 3 clusters Score -1810901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1810906.500000 Penalty: 10988.312500
	Iteration 38Q: 3 clusters Score -1810906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1810908.375000 Penalty: 10988.312500
	Iteration 39Q: 3 clusters Score -1810908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1810912.250000 Penalty: 10988.312500
	Iteration 40F: 3 clusters Score -1810912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1810916.500000 Penalty: 10988.312500
	Iteration 41Q: 3 clusters Score -1810916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1810923.125000 Penalty: 10988.312500
	Iteration 42Q: 3 clusters Score -1810923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1810931.750000 Penalty: 10988.312500
	Iteration 43Q: 3 clusters Score -1810932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1810945.000000 Penalty: 10988.312500
	Iteration 44Q: 3 clusters Score -1810945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1810952.875000 Penalty: 10988.312500
	Iteration 45Q: 3 clusters Score -1810953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1810964.250000 Penalty: 10988.312500
	Iteration 46Q: 3 clusters Score -1810964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1810973.125000 Penalty: 10988.312500
	Iteration 47Q: 3 clusters Score -1810973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1810977.750000 Penalty: 10988.312500
	Iteration 48Q: 3 clusters Score -1810978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1810987.250000 Penalty: 10988.312500
	Iteration 49Q: 3 clusters Score -1810987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1810994.875000 Penalty: 10988.312500
	Iteration 50Q: 3 clusters Score -1810995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1811000.750000 Penalty: 10988.312500
	Iteration 51Q: 3 clusters Score -1811001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1811018.250000 Penalty: 10988.312500
	Iteration 52Q: 3 clusters Score -1811018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1811025.125000 Penalty: 10988.312500
	Iteration 53Q: 3 clusters Score -1811025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1811039.875000 Penalty: 10988.312500
	Iteration 54Q: 3 clusters Score -1811040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1811049.750000 Penalty: 10988.312500
	Iteration 55Q: 3 clusters Score -1811050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1811057.875000 Penalty: 10988.312500
	Iteration 56Q: 3 clusters Score -1811058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1811082.625000 Penalty: 10988.312500
	Iteration 57Q: 3 clusters Score -1811083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1811088.750000 Penalty: 10988.312500
	Iteration 58Q: 3 clusters Score -1811089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1811103.125000 Penalty: 10988.312500
	Iteration 59Q: 3 clusters Score -1811103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1811117.125000 Penalty: 10988.312500
	Iteration 60F: 3 clusters Score -1811117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1811132.625000 Penalty: 10988.312500
	Iteration 61Q: 3 clusters Score -1811133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1811144.500000 Penalty: 10988.312500
	Iteration 62Q: 3 clusters Score -1811144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1811160.125000 Penalty: 10988.312500
	Iteration 63Q: 3 clusters Score -1811160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1811173.375000 Penalty: 10988.312500
	Iteration 64Q: 3 clusters Score -1811173 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1811186.125000 Penalty: 10988.312500
	Iteration 65Q: 3 clusters Score -1811186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1811199.000000 Penalty: 10988.312500
	Iteration 66Q: 3 clusters Score -1811199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1811211.250000 Penalty: 10988.312500
	Iteration 67Q: 3 clusters Score -1811211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1811229.750000 Penalty: 10988.312500
	Iteration 68Q: 3 clusters Score -1811230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1811237.875000 Penalty: 10988.312500
	Iteration 69Q: 3 clusters Score -1811238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1811252.500000 Penalty: 10988.312500
	Iteration 70Q: 3 clusters Score -1811252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1811265.875000 Penalty: 10988.312500
	Iteration 71Q: 3 clusters Score -1811266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1811281.250000 Penalty: 10988.312500
	Iteration 72Q: 3 clusters Score -1811281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1811289.625000 Penalty: 10988.312500
	Iteration 73Q: 3 clusters Score -1811290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1811302.125000 Penalty: 10988.312500
	Iteration 74Q: 3 clusters Score -1811302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1811319.375000 Penalty: 10988.312500
	Iteration 75Q: 3 clusters Score -1811319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1811328.875000 Penalty: 10988.312500
	Iteration 76Q: 3 clusters Score -1811329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1811344.375000 Penalty: 10988.312500
	Iteration 77Q: 3 clusters Score -1811344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1811354.250000 Penalty: 10988.312500
	Iteration 78Q: 3 clusters Score -1811354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1811366.500000 Penalty: 10988.312500
	Iteration 79Q: 3 clusters Score -1811366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1811373.125000 Penalty: 10988.312500
	Iteration 80F: 3 clusters Score -1811373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1811388.875000 Penalty: 10988.312500
	Iteration 81Q: 3 clusters Score -1811389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1811398.500000 Penalty: 10988.312500
	Iteration 82Q: 3 clusters Score -1811398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1811413.375000 Penalty: 10988.312500
	Iteration 83Q: 3 clusters Score -1811413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1811433.000000 Penalty: 10988.312500
	Iteration 84Q: 3 clusters Score -1811433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1811442.250000 Penalty: 10988.312500
	Iteration 85Q: 3 clusters Score -1811442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1811449.500000 Penalty: 10988.312500
	Iteration 86Q: 3 clusters Score -1811450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1811458.500000 Penalty: 10988.312500
	Iteration 87Q: 3 clusters Score -1811458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1811465.750000 Penalty: 10988.312500
	Iteration 88Q: 3 clusters Score -1811466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1811476.875000 Penalty: 10988.312500
	Iteration 89Q: 3 clusters Score -1811477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1811483.875000 Penalty: 10988.312500
	Iteration 90Q: 3 clusters Score -1811484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1811494.000000 Penalty: 10988.312500
	Iteration 91Q: 3 clusters Score -1811494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1811497.250000 Penalty: 10988.312500
	Iteration 92Q: 3 clusters Score -1811497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1811504.000000 Penalty: 10988.312500
	Iteration 93Q: 3 clusters Score -1811504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1811509.000000 Penalty: 10988.312500
	Iteration 94Q: 3 clusters Score -1811509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1811518.750000 Penalty: 10988.312500
	Iteration 95Q: 3 clusters Score -1811519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1811525.875000 Penalty: 10988.312500
	Iteration 96Q: 3 clusters Score -1811526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1811533.250000 Penalty: 10988.312500
	Iteration 97Q: 3 clusters Score -1811533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1811540.125000 Penalty: 10988.312500
	Iteration 98Q: 3 clusters Score -1811540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1811547.250000 Penalty: 10988.312500
	Iteration 99Q: 3 clusters Score -1811547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1811549.875000 Penalty: 10988.312500
	Iteration 100F: 3 clusters Score -1811550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1811556.125000 Penalty: 10988.312500
	Iteration 101Q: 3 clusters Score -1811556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1811562.500000 Penalty: 10988.312500
	Iteration 102Q: 3 clusters Score -1811562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1811575.500000 Penalty: 10988.312500
	Iteration 103Q: 3 clusters Score -1811576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1811588.625000 Penalty: 10988.312500
	Iteration 104Q: 3 clusters Score -1811589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1811596.625000 Penalty: 10988.312500
	Iteration 105Q: 3 clusters Score -1811597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1811609.125000 Penalty: 10988.312500
	Iteration 106Q: 3 clusters Score -1811609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1811620.625000 Penalty: 10988.312500
	Iteration 107Q: 3 clusters Score -1811621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1811626.625000 Penalty: 10988.312500
	Iteration 108Q: 3 clusters Score -1811627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1811641.250000 Penalty: 10988.312500
	Iteration 109Q: 3 clusters Score -1811641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1811659.125000 Penalty: 10988.312500
	Iteration 110Q: 3 clusters Score -1811659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1811681.625000 Penalty: 10988.312500
	Iteration 111Q: 3 clusters Score -1811682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1811704.000000 Penalty: 10988.312500
	Iteration 112Q: 3 clusters Score -1811704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1811729.875000 Penalty: 10988.312500
	Iteration 113Q: 3 clusters Score -1811730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1811776.125000 Penalty: 10988.312500
	Iteration 114Q: 3 clusters Score -1811776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1811820.250000 Penalty: 10988.312500
	Iteration 115Q: 3 clusters Score -1811820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1811857.125000 Penalty: 10988.312500
	Iteration 116Q: 3 clusters Score -1811857 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1811902.000000 Penalty: 10988.312500
	Iteration 117Q: 3 clusters Score -1811902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1811948.375000 Penalty: 10988.312500
	Iteration 118Q: 3 clusters Score -1811948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1812012.375000 Penalty: 10988.312500
	Iteration 119Q: 3 clusters Score -1812012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1812079.625000 Penalty: 10988.312500
	Iteration 120F: 3 clusters Score -1812080 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1812184.875000 Penalty: 10988.312500
	Iteration 121Q: 3 clusters Score -1812185 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1812315.250000 Penalty: 10988.312500
	Iteration 122Q: 3 clusters Score -1812315 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1812466.625000 Penalty: 10988.312500
	Iteration 123Q: 3 clusters Score -1812467 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1812618.250000 Penalty: 10988.312500
	Iteration 124Q: 3 clusters Score -1812618 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1812751.875000 Penalty: 10988.312500
	Iteration 125Q: 3 clusters Score -1812752 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1812893.375000 Penalty: 10988.312500
	Iteration 126Q: 3 clusters Score -1812893 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1813032.000000 Penalty: 10988.312500
	Iteration 127Q: 3 clusters Score -1813032 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1813159.875000 Penalty: 10988.312500
	Iteration 128Q: 3 clusters Score -1813160 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1813276.000000 Penalty: 10988.312500
	Iteration 129Q: 3 clusters Score -1813276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1813356.875000 Penalty: 10988.312500
	Iteration 130Q: 3 clusters Score -1813357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1813397.250000 Penalty: 10988.312500
	Iteration 131Q: 3 clusters Score -1813397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1813415.625000 Penalty: 10988.312500
	Iteration 132Q: 3 clusters Score -1813416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1813420.000000 Penalty: 10988.312500
	Iteration 133Q: 3 clusters Score -1813420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1813428.250000 Penalty: 10988.312500
	Iteration 134Q: 3 clusters Score -1813428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1813435.000000 Penalty: 10988.312500
	Iteration 135Q: 3 clusters Score -1813435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1813439.250000 Penalty: 10988.312500
	Iteration 136Q: 3 clusters Score -1813439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1813449.125000 Penalty: 10988.312500
	Iteration 137Q: 3 clusters Score -1813449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1813451.875000 Penalty: 10988.312500
	Iteration 138Q: 3 clusters Score -1813452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1813453.125000 Penalty: 10988.312500
	Iteration 139Q: 3 clusters Score -1813453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1813454.750000 Penalty: 10988.312500
	Iteration 140F: 3 clusters Score -1813455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Entering Unmasked Estep 
Score: -12502140.000000 Penalty: 6686.226074
	Iteration 0F: 2 clusters Score -1.250214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -12463216.000000 Penalty: 13372.452148
	Iteration 0F: 3 clusters Score -1.246322e+07 nChanged 24269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -12476142.000000 Penalty: 13372.452148
	Iteration 1F: 3 clusters Score -1.247614e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -12476998.000000 Penalty: 13372.452148
	Iteration 2Q: 3 clusters Score -1.2477e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -12477631.000000 Penalty: 13372.452148
	Iteration 3Q: 3 clusters Score -1.247763e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -12478143.000000 Penalty: 13372.452148
	Iteration 4Q: 3 clusters Score -1.247814e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -12478691.000000 Penalty: 13372.452148
	Iteration 5Q: 3 clusters Score -1.247869e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -12479161.000000 Penalty: 13372.452148
	Iteration 6Q: 3 clusters Score -1.247916e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -12479650.000000 Penalty: 13372.452148
	Iteration 7Q: 3 clusters Score -1.247965e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -12480194.000000 Penalty: 13372.452148
	Iteration 8Q: 3 clusters Score -1.248019e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -12480816.000000 Penalty: 13372.452148
	Iteration 9Q: 3 clusters Score -1.248082e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -12481549.000000 Penalty: 13372.452148
	Iteration 10Q: 3 clusters Score -1.248155e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -12482448.000000 Penalty: 13372.452148
	Iteration 11Q: 3 clusters Score -1.248245e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -12483630.000000 Penalty: 13372.452148
	Iteration 12Q: 3 clusters Score -1.248363e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -12484890.000000 Penalty: 13372.452148
	Iteration 13Q: 3 clusters Score -1.248489e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -12486609.000000 Penalty: 13372.452148
	Iteration 14Q: 3 clusters Score -1.248661e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -12488420.000000 Penalty: 13372.452148
	Iteration 15Q: 3 clusters Score -1.248842e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -12490204.000000 Penalty: 13372.452148
	Iteration 16Q: 3 clusters Score -1.24902e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -12491780.000000 Penalty: 13372.452148
	Iteration 17Q: 3 clusters Score -1.249178e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -12493172.000000 Penalty: 13372.452148
	Iteration 18Q: 3 clusters Score -1.249317e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -12494104.000000 Penalty: 13372.452148
	Iteration 19Q: 3 clusters Score -1.24941e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -12494727.000000 Penalty: 13372.452148
	Iteration 20F: 3 clusters Score -1.249473e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -12495204.000000 Penalty: 13372.452148
	Iteration 21Q: 3 clusters Score -1.24952e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -12495528.000000 Penalty: 13372.452148
	Iteration 22Q: 3 clusters Score -1.249553e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -12495741.000000 Penalty: 13372.452148
	Iteration 23Q: 3 clusters Score -1.249574e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -12495875.000000 Penalty: 13372.452148
	Iteration 24Q: 3 clusters Score -1.249588e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -12496017.000000 Penalty: 13372.452148
	Iteration 25Q: 3 clusters Score -1.249602e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -12496107.000000 Penalty: 13372.452148
	Iteration 26Q: 3 clusters Score -1.249611e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -12496180.000000 Penalty: 13372.452148
	Iteration 27Q: 3 clusters Score -1.249618e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -12496234.000000 Penalty: 13372.452148
	Iteration 28Q: 3 clusters Score -1.249623e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -12496280.000000 Penalty: 13372.452148
	Iteration 29Q: 3 clusters Score -1.249628e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -12496307.000000 Penalty: 13372.452148
	Iteration 30Q: 3 clusters Score -1.249631e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -12496351.000000 Penalty: 13372.452148
	Iteration 31Q: 3 clusters Score -1.249635e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -12496381.000000 Penalty: 13372.452148
	Iteration 32Q: 3 clusters Score -1.249638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -12496391.000000 Penalty: 13372.452148
	Iteration 33Q: 3 clusters Score -1.249639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -12496399.000000 Penalty: 13372.452148
	Iteration 34Q: 3 clusters Score -1.24964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -12496407.000000 Penalty: 13372.452148
	Iteration 35Q: 3 clusters Score -1.249641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -12496429.000000 Penalty: 13372.452148
	Iteration 36Q: 3 clusters Score -1.249643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -12496416.000000 Penalty: 13372.452148
	Iteration 37Q: 3 clusters Score -1.249642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -12496434.000000 Penalty: 13372.452148
	Iteration 38Q: 3 clusters Score -1.249643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -12496432.000000 Penalty: 13372.452148
	Iteration 39Q: 3 clusters Score -1.249643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -12496454.000000 Penalty: 13372.452148
	Iteration 40F: 3 clusters Score -1.249645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -12496449.000000 Penalty: 13372.452148
	Iteration 41Q: 3 clusters Score -1.249645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -12496448.000000 Penalty: 13372.452148
	Iteration 42Q: 3 clusters Score -1.249645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -12496435.000000 Penalty: 13372.452148
	Iteration 43Q: 3 clusters Score -1.249644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -12496434.000000 Penalty: 13372.452148
	Iteration 44Q: 3 clusters Score -1.249643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -12496434.000000 Penalty: 13372.452148
	Iteration 45F: 3 clusters Score -1.249643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -254735.515625 Penalty: 4334.967285
	Iteration 0F: 2 clusters Score -254735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -250521.921875 Penalty: 8669.934570
	Iteration 0F: 3 clusters Score -250521.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -250928.312500 Penalty: 8669.934570
	Iteration 1F: 3 clusters Score -250928.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -251077.453125 Penalty: 8669.934570
	Iteration 2F: 3 clusters Score -251077.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -251160.390625 Penalty: 8669.934570
	Iteration 3Q: 3 clusters Score -251160.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -251207.984375 Penalty: 8669.934570
	Iteration 4Q: 3 clusters Score -251208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -251230.484375 Penalty: 8669.934570
	Iteration 5Q: 3 clusters Score -251230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -251247.328125 Penalty: 8669.934570
	Iteration 6Q: 3 clusters Score -251247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -251254.953125 Penalty: 8669.934570
	Iteration 7Q: 3 clusters Score -251255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -251265.359375 Penalty: 8669.934570
	Iteration 8Q: 3 clusters Score -251265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -251271.593750 Penalty: 8669.934570
	Iteration 9Q: 3 clusters Score -251271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -251279.531250 Penalty: 8669.934570
	Iteration 10Q: 3 clusters Score -251279.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -251290.671875 Penalty: 8669.934570
	Iteration 11Q: 3 clusters Score -251290.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -251298.203125 Penalty: 8669.934570
	Iteration 12Q: 3 clusters Score -251298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -251300.937500 Penalty: 8669.934570
	Iteration 13Q: 3 clusters Score -251300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -251300.937500 Penalty: 8669.934570
	Iteration 14F: 3 clusters Score -251300.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (92731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Entering Unmasked Estep 
Score: -21367964.000000 Penalty: 7005.442871
	Iteration 0F: 2 clusters Score -2.136796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -21304824.000000 Penalty: 14010.885742
	Iteration 0F: 3 clusters Score -2.130482e+07 nChanged 42267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -21327974.000000 Penalty: 14010.885742
	Iteration 1F: 3 clusters Score -2.132797e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -21328938.000000 Penalty: 14010.885742
	Iteration 2Q: 3 clusters Score -2.132894e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -21329934.000000 Penalty: 14010.885742
	Iteration 3Q: 3 clusters Score -2.132993e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -21330606.000000 Penalty: 14010.885742
	Iteration 4Q: 3 clusters Score -2.133061e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -21331264.000000 Penalty: 14010.885742
	Iteration 5Q: 3 clusters Score -2.133126e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -21332052.000000 Penalty: 14010.885742
	Iteration 6Q: 3 clusters Score -2.133205e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -21332874.000000 Penalty: 14010.885742
	Iteration 7Q: 3 clusters Score -2.133287e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -21333768.000000 Penalty: 14010.885742
	Iteration 8Q: 3 clusters Score -2.133377e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -21334872.000000 Penalty: 14010.885742
	Iteration 9Q: 3 clusters Score -2.133487e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -21336652.000000 Penalty: 14010.885742
	Iteration 10Q: 3 clusters Score -2.133665e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -21339456.000000 Penalty: 14010.885742
	Iteration 11F: 3 clusters Score -2.133946e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -21343626.000000 Penalty: 14010.885742
	Iteration 12F: 3 clusters Score -2.134363e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -21348432.000000 Penalty: 14010.885742
	Iteration 13F: 3 clusters Score -2.134843e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -21353316.000000 Penalty: 14010.885742
	Iteration 14F: 3 clusters Score -2.135332e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86072 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -21357122.000000 Penalty: 14010.885742
	Iteration 15Q: 3 clusters Score -2.135712e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88702 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -21359384.000000 Penalty: 14010.885742
	Iteration 16Q: 3 clusters Score -2.135938e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -21360572.000000 Penalty: 14010.885742
	Iteration 17Q: 3 clusters Score -2.136057e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -21361132.000000 Penalty: 14010.885742
	Iteration 18Q: 3 clusters Score -2.136113e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91097 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -21361428.000000 Penalty: 14010.885742
	Iteration 19Q: 3 clusters Score -2.136143e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91298 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -21361606.000000 Penalty: 14010.885742
	Iteration 20F: 3 clusters Score -2.136161e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -21361658.000000 Penalty: 14010.885742
	Iteration 21Q: 3 clusters Score -2.136166e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21361774.000000 Penalty: 14010.885742
	Iteration 22Q: 3 clusters Score -2.136177e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -21361846.000000 Penalty: 14010.885742
	Iteration 23Q: 3 clusters Score -2.136185e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -21361878.000000 Penalty: 14010.885742
	Iteration 24Q: 3 clusters Score -2.136188e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -21361898.000000 Penalty: 14010.885742
	Iteration 25Q: 3 clusters Score -2.13619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -21361902.000000 Penalty: 14010.885742
	Iteration 26Q: 3 clusters Score -2.13619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21361916.000000 Penalty: 14010.885742
	Iteration 27Q: 3 clusters Score -2.136192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -21361926.000000 Penalty: 14010.885742
	Iteration 28Q: 3 clusters Score -2.136193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -21361918.000000 Penalty: 14010.885742
	Iteration 29Q: 3 clusters Score -2.136192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21361942.000000 Penalty: 14010.885742
	Iteration 30Q: 3 clusters Score -2.136194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21361938.000000 Penalty: 14010.885742
	Iteration 31Q: 3 clusters Score -2.136194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -21361962.000000 Penalty: 14010.885742
	Iteration 32Q: 3 clusters Score -2.136196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -21361962.000000 Penalty: 14010.885742
	Iteration 33Q: 3 clusters Score -2.136196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -21361958.000000 Penalty: 14010.885742
	Iteration 34Q: 3 clusters Score -2.136196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21361964.000000 Penalty: 14010.885742
	Iteration 35Q: 3 clusters Score -2.136196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21361980.000000 Penalty: 14010.885742
	Iteration 36Q: 3 clusters Score -2.136198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91621 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21361986.000000 Penalty: 14010.885742
	Iteration 37Q: 3 clusters Score -2.136199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91624 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21361982.000000 Penalty: 14010.885742
	Iteration 38Q: 3 clusters Score -2.136198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -21361980.000000 Penalty: 14010.885742
	Iteration 39Q: 3 clusters Score -2.136198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -21361992.000000 Penalty: 14010.885742
	Iteration 40F: 3 clusters Score -2.136199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21361994.000000 Penalty: 14010.885742
	Iteration 41Q: 3 clusters Score -2.136199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21361966.000000 Penalty: 14010.885742
	Iteration 42Q: 3 clusters Score -2.136197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -21361974.000000 Penalty: 14010.885742
	Iteration 43Q: 3 clusters Score -2.136197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21361978.000000 Penalty: 14010.885742
	Iteration 44Q: 3 clusters Score -2.136198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -21361972.000000 Penalty: 14010.885742
	Iteration 45Q: 3 clusters Score -2.136197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21361990.000000 Penalty: 14010.885742
	Iteration 46Q: 3 clusters Score -2.136199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -21362004.000000 Penalty: 14010.885742
	Iteration 47Q: 3 clusters Score -2.1362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21361996.000000 Penalty: 14010.885742
	Iteration 48Q: 3 clusters Score -2.1362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -21361998.000000 Penalty: 14010.885742
	Iteration 49Q: 3 clusters Score -2.1362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -21361996.000000 Penalty: 14010.885742
	Iteration 50Q: 3 clusters Score -2.1362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21361994.000000 Penalty: 14010.885742
	Iteration 51Q: 3 clusters Score -2.136199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21361994.000000 Penalty: 14010.885742
	Iteration 52F: 3 clusters Score -2.136199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -277307.843750 Penalty: 4378.361816
	Iteration 0F: 2 clusters Score -277307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -273021.062500 Penalty: 8756.723633
	Iteration 0F: 3 clusters Score -273021.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -273503.343750 Penalty: 8756.723633
	Iteration 1F: 3 clusters Score -273503.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -273659.812500 Penalty: 8756.723633
	Iteration 2Q: 3 clusters Score -273659.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -273743.375000 Penalty: 8756.723633
	Iteration 3Q: 3 clusters Score -273743.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -273779.406250 Penalty: 8756.723633
	Iteration 4Q: 3 clusters Score -273779.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -273803.343750 Penalty: 8756.723633
	Iteration 5Q: 3 clusters Score -273803.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -273816.468750 Penalty: 8756.723633
	Iteration 6Q: 3 clusters Score -273816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -273822.656250 Penalty: 8756.723633
	Iteration 7Q: 3 clusters Score -273822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -273828.843750 Penalty: 8756.723633
	Iteration 8Q: 3 clusters Score -273828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -273833.562500 Penalty: 8756.723633
	Iteration 9Q: 3 clusters Score -273833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -273839.593750 Penalty: 8756.723633
	Iteration 10Q: 3 clusters Score -273839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -273841.718750 Penalty: 8756.723633
	Iteration 11Q: 3 clusters Score -273841.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -273842.875000 Penalty: 8756.723633
	Iteration 12Q: 3 clusters Score -273842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -273842.875000 Penalty: 8756.723633
	Iteration 13F: 3 clusters Score -273842.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Entering Unmasked Estep 
Score: -5560372.500000 Penalty: 6190.337402
	Iteration 0F: 2 clusters Score -5560372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -5541059.500000 Penalty: 12380.674805
	Iteration 0F: 3 clusters Score -5541060 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -5546415.500000 Penalty: 12380.674805
	Iteration 1F: 3 clusters Score -5546416 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5547099.500000 Penalty: 12380.674805
	Iteration 2F: 3 clusters Score -5547100 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -5547548.500000 Penalty: 12380.674805
	Iteration 3Q: 3 clusters Score -5547548 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5547904.500000 Penalty: 12380.674805
	Iteration 4Q: 3 clusters Score -5547904 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -5548196.500000 Penalty: 12380.674805
	Iteration 5Q: 3 clusters Score -5548196 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -5548383.500000 Penalty: 12380.674805
	Iteration 6Q: 3 clusters Score -5548384 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -5548622.000000 Penalty: 12380.674805
	Iteration 7Q: 3 clusters Score -5548622 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -5548839.000000 Penalty: 12380.674805
	Iteration 8Q: 3 clusters Score -5548839 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -5549057.000000 Penalty: 12380.674805
	Iteration 9Q: 3 clusters Score -5549057 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -5549316.500000 Penalty: 12380.674805
	Iteration 10Q: 3 clusters Score -5549316 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -5549588.000000 Penalty: 12380.674805
	Iteration 11Q: 3 clusters Score -5549588 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -5549924.000000 Penalty: 12380.674805
	Iteration 12Q: 3 clusters Score -5549924 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5550307.000000 Penalty: 12380.674805
	Iteration 13Q: 3 clusters Score -5550307 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -5550649.000000 Penalty: 12380.674805
	Iteration 14Q: 3 clusters Score -5550649 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -5551065.500000 Penalty: 12380.674805
	Iteration 15Q: 3 clusters Score -5551066 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -5551550.500000 Penalty: 12380.674805
	Iteration 16Q: 3 clusters Score -5551550 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -5551994.000000 Penalty: 12380.674805
	Iteration 17Q: 3 clusters Score -5551994 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -5552447.500000 Penalty: 12380.674805
	Iteration 18Q: 3 clusters Score -5552448 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -5552871.500000 Penalty: 12380.674805
	Iteration 19Q: 3 clusters Score -5552872 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -5553272.500000 Penalty: 12380.674805
	Iteration 20F: 3 clusters Score -5553272 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -5553650.000000 Penalty: 12380.674805
	Iteration 21Q: 3 clusters Score -5553650 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -5553992.500000 Penalty: 12380.674805
	Iteration 22Q: 3 clusters Score -5553992 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -5554286.500000 Penalty: 12380.674805
	Iteration 23Q: 3 clusters Score -5554286 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -5554479.000000 Penalty: 12380.674805
	Iteration 24Q: 3 clusters Score -5554479 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -5554601.500000 Penalty: 12380.674805
	Iteration 25Q: 3 clusters Score -5554602 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -5554720.500000 Penalty: 12380.674805
	Iteration 26Q: 3 clusters Score -5554720 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5554826.500000 Penalty: 12380.674805
	Iteration 27Q: 3 clusters Score -5554826 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -5554900.500000 Penalty: 12380.674805
	Iteration 28Q: 3 clusters Score -5554900 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -5554981.500000 Penalty: 12380.674805
	Iteration 29Q: 3 clusters Score -5554982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -5555048.000000 Penalty: 12380.674805
	Iteration 30Q: 3 clusters Score -5555048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -5555078.500000 Penalty: 12380.674805
	Iteration 31Q: 3 clusters Score -5555078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -5555130.500000 Penalty: 12380.674805
	Iteration 32Q: 3 clusters Score -5555130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -5555179.500000 Penalty: 12380.674805
	Iteration 33Q: 3 clusters Score -5555180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -5555200.500000 Penalty: 12380.674805
	Iteration 34Q: 3 clusters Score -5555200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -5555198.000000 Penalty: 12380.674805
	Iteration 35Q: 3 clusters Score -5555198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5555219.000000 Penalty: 12380.674805
	Iteration 36Q: 3 clusters Score -5555219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -5555232.000000 Penalty: 12380.674805
	Iteration 37Q: 3 clusters Score -5555232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5555262.000000 Penalty: 12380.674805
	Iteration 38Q: 3 clusters Score -5555262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -5555274.000000 Penalty: 12380.674805
	Iteration 39Q: 3 clusters Score -5555274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -5555293.500000 Penalty: 12380.674805
	Iteration 40F: 3 clusters Score -5555294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -5555289.000000 Penalty: 12380.674805
	Iteration 41Q: 3 clusters Score -5555289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -5555303.500000 Penalty: 12380.674805
	Iteration 42Q: 3 clusters Score -5555304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -5555316.000000 Penalty: 12380.674805
	Iteration 43Q: 3 clusters Score -5555316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5555333.500000 Penalty: 12380.674805
	Iteration 44Q: 3 clusters Score -5555334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5555333.500000 Penalty: 12380.674805
	Iteration 45Q: 3 clusters Score -5555334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -5555335.000000 Penalty: 12380.674805
	Iteration 46Q: 3 clusters Score -5555335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -5555348.000000 Penalty: 12380.674805
	Iteration 47Q: 3 clusters Score -5555348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5555357.000000 Penalty: 12380.674805
	Iteration 48Q: 3 clusters Score -5555357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -5555353.500000 Penalty: 12380.674805
	Iteration 49Q: 3 clusters Score -5555354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -5555366.500000 Penalty: 12380.674805
	Iteration 50Q: 3 clusters Score -5555366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -5555375.000000 Penalty: 12380.674805
	Iteration 51Q: 3 clusters Score -5555375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5555390.000000 Penalty: 12380.674805
	Iteration 52Q: 3 clusters Score -5555390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -5555389.000000 Penalty: 12380.674805
	Iteration 53Q: 3 clusters Score -5555389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -5555399.500000 Penalty: 12380.674805
	Iteration 54Q: 3 clusters Score -5555400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -5555384.500000 Penalty: 12380.674805
	Iteration 55Q: 3 clusters Score -5555384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -5555396.500000 Penalty: 12380.674805
	Iteration 56Q: 3 clusters Score -5555396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -5555404.000000 Penalty: 12380.674805
	Iteration 57Q: 3 clusters Score -5555404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -5555401.000000 Penalty: 12380.674805
	Iteration 58Q: 3 clusters Score -5555401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -5555400.000000 Penalty: 12380.674805
	Iteration 59Q: 3 clusters Score -5555400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -5555414.000000 Penalty: 12380.674805
	Iteration 60F: 3 clusters Score -5555414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5555419.000000 Penalty: 12380.674805
	Iteration 61Q: 3 clusters Score -5555419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -5555438.000000 Penalty: 12380.674805
	Iteration 62Q: 3 clusters Score -5555438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5555437.500000 Penalty: 12380.674805
	Iteration 63Q: 3 clusters Score -5555438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5555435.500000 Penalty: 12380.674805
	Iteration 64Q: 3 clusters Score -5555436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5555433.000000 Penalty: 12380.674805
	Iteration 65Q: 3 clusters Score -5555433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5555444.000000 Penalty: 12380.674805
	Iteration 66Q: 3 clusters Score -5555444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -5555447.000000 Penalty: 12380.674805
	Iteration 67Q: 3 clusters Score -5555447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5555451.500000 Penalty: 12380.674805
	Iteration 68Q: 3 clusters Score -5555452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -5555454.500000 Penalty: 12380.674805
	Iteration 69Q: 3 clusters Score -5555454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -5555459.500000 Penalty: 12380.674805
	Iteration 70Q: 3 clusters Score -5555460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -5555459.500000 Penalty: 12380.674805
	Iteration 71F: 3 clusters Score -5555460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (112029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112029 members 
Entering Unmasked Estep 
Score: -25466890.000000 Penalty: 7121.239746
	Iteration 0F: 2 clusters Score -2.546689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -25390574.000000 Penalty: 14242.479492
	Iteration 0F: 3 clusters Score -2.539057e+07 nChanged 51351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -25418764.000000 Penalty: 14242.479492
	Iteration 1F: 3 clusters Score -2.541876e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -25420024.000000 Penalty: 14242.479492
	Iteration 2Q: 3 clusters Score -2.542002e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -25420884.000000 Penalty: 14242.479492
	Iteration 3Q: 3 clusters Score -2.542088e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -25421838.000000 Penalty: 14242.479492
	Iteration 4Q: 3 clusters Score -2.542184e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -25423128.000000 Penalty: 14242.479492
	Iteration 5Q: 3 clusters Score -2.542313e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -25424546.000000 Penalty: 14242.479492
	Iteration 6Q: 3 clusters Score -2.542455e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -25426774.000000 Penalty: 14242.479492
	Iteration 7Q: 3 clusters Score -2.542677e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -25429930.000000 Penalty: 14242.479492
	Iteration 8F: 3 clusters Score -2.542993e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -25434780.000000 Penalty: 14242.479492
	Iteration 9F: 3 clusters Score -2.543478e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -25441370.000000 Penalty: 14242.479492
	Iteration 10F: 3 clusters Score -2.544137e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -25448538.000000 Penalty: 14242.479492
	Iteration 11F: 3 clusters Score -2.544854e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -25454268.000000 Penalty: 14242.479492
	Iteration 12F: 3 clusters Score -2.545427e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -25457614.000000 Penalty: 14242.479492
	Iteration 13Q: 3 clusters Score -2.545761e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -25459194.000000 Penalty: 14242.479492
	Iteration 14Q: 3 clusters Score -2.545919e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110985 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -25459808.000000 Penalty: 14242.479492
	Iteration 15Q: 3 clusters Score -2.545981e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111208 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -25460076.000000 Penalty: 14242.479492
	Iteration 16Q: 3 clusters Score -2.546008e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111306 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -25460254.000000 Penalty: 14242.479492
	Iteration 17Q: 3 clusters Score -2.546025e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -25460304.000000 Penalty: 14242.479492
	Iteration 18Q: 3 clusters Score -2.54603e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111384 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -25460374.000000 Penalty: 14242.479492
	Iteration 19Q: 3 clusters Score -2.546037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -25460456.000000 Penalty: 14242.479492
	Iteration 20F: 3 clusters Score -2.546046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111427 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -25460454.000000 Penalty: 14242.479492
	Iteration 21Q: 3 clusters Score -2.546045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111444 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -25460488.000000 Penalty: 14242.479492
	Iteration 22Q: 3 clusters Score -2.546049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111460 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -25460528.000000 Penalty: 14242.479492
	Iteration 23Q: 3 clusters Score -2.546053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111468 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -25460574.000000 Penalty: 14242.479492
	Iteration 24Q: 3 clusters Score -2.546057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111475 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -25460592.000000 Penalty: 14242.479492
	Iteration 25Q: 3 clusters Score -2.546059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111480 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -25460600.000000 Penalty: 14242.479492
	Iteration 26Q: 3 clusters Score -2.54606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111483 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -25460606.000000 Penalty: 14242.479492
	Iteration 27Q: 3 clusters Score -2.546061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111483 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -25460604.000000 Penalty: 14242.479492
	Iteration 28Q: 3 clusters Score -2.54606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111483 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -25460604.000000 Penalty: 14242.479492
	Iteration 29F: 3 clusters Score -2.54606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Entering Unmasked Estep 
Score: -6987005.000000 Penalty: 6356.437012
	Iteration 0F: 2 clusters Score -6987005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -6962780.500000 Penalty: 12712.874023
	Iteration 0F: 3 clusters Score -6962780 nChanged 13649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -6970406.000000 Penalty: 12712.874023
	Iteration 1F: 3 clusters Score -6970406 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -6971601.000000 Penalty: 12712.874023
	Iteration 2F: 3 clusters Score -6971601 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -6972886.500000 Penalty: 12712.874023
	Iteration 3F: 3 clusters Score -6972886 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -6974203.500000 Penalty: 12712.874023
	Iteration 4F: 3 clusters Score -6974204 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -6975613.000000 Penalty: 12712.874023
	Iteration 5F: 3 clusters Score -6975613 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -6976990.500000 Penalty: 12712.874023
	Iteration 6F: 3 clusters Score -6976990 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -6978391.000000 Penalty: 12712.874023
	Iteration 7F: 3 clusters Score -6978391 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -6979735.000000 Penalty: 12712.874023
	Iteration 8F: 3 clusters Score -6979735 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -6980851.500000 Penalty: 12712.874023
	Iteration 9F: 3 clusters Score -6980852 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -6981750.500000 Penalty: 12712.874023
	Iteration 10Q: 3 clusters Score -6981750 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -6982464.000000 Penalty: 12712.874023
	Iteration 11Q: 3 clusters Score -6982464 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -6983029.500000 Penalty: 12712.874023
	Iteration 12Q: 3 clusters Score -6983030 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -6983487.500000 Penalty: 12712.874023
	Iteration 13Q: 3 clusters Score -6983488 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -6983855.500000 Penalty: 12712.874023
	Iteration 14Q: 3 clusters Score -6983856 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -6984170.000000 Penalty: 12712.874023
	Iteration 15Q: 3 clusters Score -6984170 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -6984463.500000 Penalty: 12712.874023
	Iteration 16Q: 3 clusters Score -6984464 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -6984744.500000 Penalty: 12712.874023
	Iteration 17Q: 3 clusters Score -6984744 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -6984988.500000 Penalty: 12712.874023
	Iteration 18Q: 3 clusters Score -6984988 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -6985182.500000 Penalty: 12712.874023
	Iteration 19Q: 3 clusters Score -6985182 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6985315.000000 Penalty: 12712.874023
	Iteration 20F: 3 clusters Score -6985315 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -6985415.500000 Penalty: 12712.874023
	Iteration 21Q: 3 clusters Score -6985416 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -6985471.500000 Penalty: 12712.874023
	Iteration 22Q: 3 clusters Score -6985472 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -6985533.000000 Penalty: 12712.874023
	Iteration 23Q: 3 clusters Score -6985533 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6985579.000000 Penalty: 12712.874023
	Iteration 24Q: 3 clusters Score -6985579 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6985609.000000 Penalty: 12712.874023
	Iteration 25Q: 3 clusters Score -6985609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -6985612.000000 Penalty: 12712.874023
	Iteration 26Q: 3 clusters Score -6985612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -6985632.500000 Penalty: 12712.874023
	Iteration 27Q: 3 clusters Score -6985632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6985640.500000 Penalty: 12712.874023
	Iteration 28Q: 3 clusters Score -6985640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -6985659.500000 Penalty: 12712.874023
	Iteration 29Q: 3 clusters Score -6985660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6985659.500000 Penalty: 12712.874023
	Iteration 30Q: 3 clusters Score -6985660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6985683.500000 Penalty: 12712.874023
	Iteration 31Q: 3 clusters Score -6985684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6985678.000000 Penalty: 12712.874023
	Iteration 32Q: 3 clusters Score -6985678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6985696.000000 Penalty: 12712.874023
	Iteration 33Q: 3 clusters Score -6985696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6985684.500000 Penalty: 12712.874023
	Iteration 34Q: 3 clusters Score -6985684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6985684.500000 Penalty: 12712.874023
	Iteration 35Q: 3 clusters Score -6985684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6985678.000000 Penalty: 12712.874023
	Iteration 36Q: 3 clusters Score -6985678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6985682.500000 Penalty: 12712.874023
	Iteration 37Q: 3 clusters Score -6985682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -6985687.000000 Penalty: 12712.874023
	Iteration 38Q: 3 clusters Score -6985687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6985687.500000 Penalty: 12712.874023
	Iteration 39Q: 3 clusters Score -6985688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6985687.500000 Penalty: 12712.874023
	Iteration 40F: 3 clusters Score -6985688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143705 members 
Entering Unmasked Estep 
Score: -32801866.000000 Penalty: 7273.754883
	Iteration 0F: 2 clusters Score -3.280187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 71629 members 
Entering Unmasked Estep 
Score: -32714354.000000 Penalty: 14547.509766
	Iteration 0F: 3 clusters Score -3.271435e+07 nChanged 66835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -32752250.000000 Penalty: 14547.509766
	Iteration 1F: 3 clusters Score -3.275225e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -32753806.000000 Penalty: 14547.509766
	Iteration 2Q: 3 clusters Score -3.275381e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -32755716.000000 Penalty: 14547.509766
	Iteration 3Q: 3 clusters Score -3.275572e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -32758382.000000 Penalty: 14547.509766
	Iteration 4Q: 3 clusters Score -3.275838e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -32762156.000000 Penalty: 14547.509766
	Iteration 5F: 3 clusters Score -3.276216e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -32767400.000000 Penalty: 14547.509766
	Iteration 6F: 3 clusters Score -3.27674e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102467 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -32773734.000000 Penalty: 14547.509766
	Iteration 7F: 3 clusters Score -3.277373e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110465 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -32780280.000000 Penalty: 14547.509766
	Iteration 8F: 3 clusters Score -3.278028e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -32786590.000000 Penalty: 14547.509766
	Iteration 9F: 3 clusters Score -3.278659e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -32790160.000000 Penalty: 14547.509766
	Iteration 10Q: 3 clusters Score -3.279016e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129619 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -32792262.000000 Penalty: 14547.509766
	Iteration 11Q: 3 clusters Score -3.279226e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133382 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -32793696.000000 Penalty: 14547.509766
	Iteration 12Q: 3 clusters Score -3.27937e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135958 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -32794784.000000 Penalty: 14547.509766
	Iteration 13Q: 3 clusters Score -3.279478e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137650 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -32795286.000000 Penalty: 14547.509766
	Iteration 14Q: 3 clusters Score -3.279529e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138758 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -32795596.000000 Penalty: 14547.509766
	Iteration 15Q: 3 clusters Score -3.27956e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139430 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -32795906.000000 Penalty: 14547.509766
	Iteration 16Q: 3 clusters Score -3.279591e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139893 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -32796120.000000 Penalty: 14547.509766
	Iteration 17Q: 3 clusters Score -3.279612e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140196 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -32796394.000000 Penalty: 14547.509766
	Iteration 18Q: 3 clusters Score -3.279639e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140404 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -32796676.000000 Penalty: 14547.509766
	Iteration 19Q: 3 clusters Score -3.279668e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140514 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -32796920.000000 Penalty: 14547.509766
	Iteration 20F: 3 clusters Score -3.279692e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140560 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -32797058.000000 Penalty: 14547.509766
	Iteration 21Q: 3 clusters Score -3.279706e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140597 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -32797216.000000 Penalty: 14547.509766
	Iteration 22Q: 3 clusters Score -3.279722e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140616 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -32797434.000000 Penalty: 14547.509766
	Iteration 23Q: 3 clusters Score -3.279743e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140617 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -32797594.000000 Penalty: 14547.509766
	Iteration 24Q: 3 clusters Score -3.279759e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140594 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -32797796.000000 Penalty: 14547.509766
	Iteration 25Q: 3 clusters Score -3.27978e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140543 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -32797982.000000 Penalty: 14547.509766
	Iteration 26Q: 3 clusters Score -3.279798e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140501 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -32798106.000000 Penalty: 14547.509766
	Iteration 27Q: 3 clusters Score -3.279811e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140466 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -32798264.000000 Penalty: 14547.509766
	Iteration 28Q: 3 clusters Score -3.279826e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140429 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -32798368.000000 Penalty: 14547.509766
	Iteration 29Q: 3 clusters Score -3.279837e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -32798438.000000 Penalty: 14547.509766
	Iteration 30Q: 3 clusters Score -3.279844e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140359 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -32798512.000000 Penalty: 14547.509766
	Iteration 31Q: 3 clusters Score -3.279851e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140336 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -32798554.000000 Penalty: 14547.509766
	Iteration 32Q: 3 clusters Score -3.279855e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140313 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -32798662.000000 Penalty: 14547.509766
	Iteration 33Q: 3 clusters Score -3.279866e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140291 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -32798626.000000 Penalty: 14547.509766
	Iteration 34Q: 3 clusters Score -3.279863e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140276 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -32798612.000000 Penalty: 14547.509766
	Iteration 35Q: 3 clusters Score -3.279861e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140269 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -32798644.000000 Penalty: 14547.509766
	Iteration 36Q: 3 clusters Score -3.279864e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140261 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -32798644.000000 Penalty: 14547.509766
	Iteration 37Q: 3 clusters Score -3.279864e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -32798672.000000 Penalty: 14547.509766
	Iteration 38Q: 3 clusters Score -3.279867e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140216 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -32798672.000000 Penalty: 14547.509766
	Iteration 39Q: 3 clusters Score -3.279867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140199 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -32798640.000000 Penalty: 14547.509766
	Iteration 40F: 3 clusters Score -3.279864e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140189 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -32798654.000000 Penalty: 14547.509766
	Iteration 41Q: 3 clusters Score -3.279865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140175 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -32798680.000000 Penalty: 14547.509766
	Iteration 42Q: 3 clusters Score -3.279868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140161 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -32798728.000000 Penalty: 14547.509766
	Iteration 43Q: 3 clusters Score -3.279873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140158 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -32798730.000000 Penalty: 14547.509766
	Iteration 44Q: 3 clusters Score -3.279873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140159 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -32798744.000000 Penalty: 14547.509766
	Iteration 45Q: 3 clusters Score -3.279874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140158 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -32798748.000000 Penalty: 14547.509766
	Iteration 46Q: 3 clusters Score -3.279875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140151 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -32798782.000000 Penalty: 14547.509766
	Iteration 47Q: 3 clusters Score -3.279878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140147 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -32798776.000000 Penalty: 14547.509766
	Iteration 48Q: 3 clusters Score -3.279878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140142 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -32798802.000000 Penalty: 14547.509766
	Iteration 49Q: 3 clusters Score -3.27988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140132 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -32798794.000000 Penalty: 14547.509766
	Iteration 50Q: 3 clusters Score -3.279879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140126 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -32798778.000000 Penalty: 14547.509766
	Iteration 51Q: 3 clusters Score -3.279878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140123 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -32798804.000000 Penalty: 14547.509766
	Iteration 52Q: 3 clusters Score -3.27988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140119 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -32798818.000000 Penalty: 14547.509766
	Iteration 53Q: 3 clusters Score -3.279882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140111 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -32798830.000000 Penalty: 14547.509766
	Iteration 54Q: 3 clusters Score -3.279883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140106 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -32798844.000000 Penalty: 14547.509766
	Iteration 55Q: 3 clusters Score -3.279884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140107 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -32798836.000000 Penalty: 14547.509766
	Iteration 56Q: 3 clusters Score -3.279884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140104 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -32798826.000000 Penalty: 14547.509766
	Iteration 57Q: 3 clusters Score -3.279883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140102 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -32798792.000000 Penalty: 14547.509766
	Iteration 58Q: 3 clusters Score -3.279879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140101 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -32798810.000000 Penalty: 14547.509766
	Iteration 59Q: 3 clusters Score -3.279881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140103 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -32798818.000000 Penalty: 14547.509766
	Iteration 60F: 3 clusters Score -3.279882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140103 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -32798814.000000 Penalty: 14547.509766
	Iteration 61Q: 3 clusters Score -3.279881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140100 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -32798810.000000 Penalty: 14547.509766
	Iteration 62Q: 3 clusters Score -3.279881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140098 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -32798800.000000 Penalty: 14547.509766
	Iteration 63Q: 3 clusters Score -3.27988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140093 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -32798812.000000 Penalty: 14547.509766
	Iteration 64Q: 3 clusters Score -3.279881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140090 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -32798776.000000 Penalty: 14547.509766
	Iteration 65Q: 3 clusters Score -3.279878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140087 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -32798776.000000 Penalty: 14547.509766
	Iteration 66Q: 3 clusters Score -3.279878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140086 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -32798776.000000 Penalty: 14547.509766
	Iteration 67Q: 3 clusters Score -3.279878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140082 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -32798810.000000 Penalty: 14547.509766
	Iteration 68Q: 3 clusters Score -3.279881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140077 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -32798818.000000 Penalty: 14547.509766
	Iteration 69Q: 3 clusters Score -3.279882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140074 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -32798812.000000 Penalty: 14547.509766
	Iteration 70Q: 3 clusters Score -3.279881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140068 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -32798822.000000 Penalty: 14547.509766
	Iteration 71Q: 3 clusters Score -3.279882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140063 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -32798804.000000 Penalty: 14547.509766
	Iteration 72Q: 3 clusters Score -3.27988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140062 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -32798806.000000 Penalty: 14547.509766
	Iteration 73Q: 3 clusters Score -3.279881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140062 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -32798818.000000 Penalty: 14547.509766
	Iteration 74Q: 3 clusters Score -3.279882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140060 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -32798824.000000 Penalty: 14547.509766
	Iteration 75Q: 3 clusters Score -3.279882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140060 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -32798824.000000 Penalty: 14547.509766
	Iteration 76F: 3 clusters Score -3.279882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Entering Unmasked Estep 
Score: -11117755.000000 Penalty: 6636.740234
	Iteration 0F: 2 clusters Score -1.111776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -11081501.000000 Penalty: 13273.480469
	Iteration 0F: 3 clusters Score -1.10815e+07 nChanged 22459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -11094224.000000 Penalty: 13273.480469
	Iteration 1F: 3 clusters Score -1.109422e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -11095819.000000 Penalty: 13273.480469
	Iteration 2F: 3 clusters Score -1.109582e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -11097398.000000 Penalty: 13273.480469
	Iteration 3F: 3 clusters Score -1.10974e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -11098868.000000 Penalty: 13273.480469
	Iteration 4F: 3 clusters Score -1.109887e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -11100291.000000 Penalty: 13273.480469
	Iteration 5F: 3 clusters Score -1.110029e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -11101720.000000 Penalty: 13273.480469
	Iteration 6F: 3 clusters Score -1.110172e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -11103152.000000 Penalty: 13273.480469
	Iteration 7Q: 3 clusters Score -1.110315e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -11104532.000000 Penalty: 13273.480469
	Iteration 8Q: 3 clusters Score -1.110453e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -11105996.000000 Penalty: 13273.480469
	Iteration 9Q: 3 clusters Score -1.1106e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -11107181.000000 Penalty: 13273.480469
	Iteration 10Q: 3 clusters Score -1.110718e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -11108261.000000 Penalty: 13273.480469
	Iteration 11Q: 3 clusters Score -1.110826e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -11109104.000000 Penalty: 13273.480469
	Iteration 12Q: 3 clusters Score -1.11091e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -11109750.000000 Penalty: 13273.480469
	Iteration 13Q: 3 clusters Score -1.110975e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -11110324.000000 Penalty: 13273.480469
	Iteration 14Q: 3 clusters Score -1.111032e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -11110719.000000 Penalty: 13273.480469
	Iteration 15Q: 3 clusters Score -1.111072e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -11111142.000000 Penalty: 13273.480469
	Iteration 16Q: 3 clusters Score -1.111114e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -11111402.000000 Penalty: 13273.480469
	Iteration 17Q: 3 clusters Score -1.11114e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -11111725.000000 Penalty: 13273.480469
	Iteration 18Q: 3 clusters Score -1.111172e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -11112005.000000 Penalty: 13273.480469
	Iteration 19Q: 3 clusters Score -1.1112e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -11112149.000000 Penalty: 13273.480469
	Iteration 20F: 3 clusters Score -1.111215e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -11112283.000000 Penalty: 13273.480469
	Iteration 21Q: 3 clusters Score -1.111228e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -11112365.000000 Penalty: 13273.480469
	Iteration 22Q: 3 clusters Score -1.111236e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -11112483.000000 Penalty: 13273.480469
	Iteration 23Q: 3 clusters Score -1.111248e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -11112579.000000 Penalty: 13273.480469
	Iteration 24Q: 3 clusters Score -1.111258e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -11112667.000000 Penalty: 13273.480469
	Iteration 25Q: 3 clusters Score -1.111267e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -11112721.000000 Penalty: 13273.480469
	Iteration 26Q: 3 clusters Score -1.111272e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -11112785.000000 Penalty: 13273.480469
	Iteration 27Q: 3 clusters Score -1.111278e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -11112853.000000 Penalty: 13273.480469
	Iteration 28Q: 3 clusters Score -1.111285e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -11112920.000000 Penalty: 13273.480469
	Iteration 29Q: 3 clusters Score -1.111292e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -11112955.000000 Penalty: 13273.480469
	Iteration 30Q: 3 clusters Score -1.111296e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -11113024.000000 Penalty: 13273.480469
	Iteration 31Q: 3 clusters Score -1.111302e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -11113076.000000 Penalty: 13273.480469
	Iteration 32Q: 3 clusters Score -1.111308e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -11113139.000000 Penalty: 13273.480469
	Iteration 33Q: 3 clusters Score -1.111314e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -11113185.000000 Penalty: 13273.480469
	Iteration 34Q: 3 clusters Score -1.111318e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -11113230.000000 Penalty: 13273.480469
	Iteration 35Q: 3 clusters Score -1.111323e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -11113270.000000 Penalty: 13273.480469
	Iteration 36Q: 3 clusters Score -1.111327e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -11113309.000000 Penalty: 13273.480469
	Iteration 37Q: 3 clusters Score -1.111331e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -11113314.000000 Penalty: 13273.480469
	Iteration 38Q: 3 clusters Score -1.111331e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -11113325.000000 Penalty: 13273.480469
	Iteration 39Q: 3 clusters Score -1.111332e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -11113334.000000 Penalty: 13273.480469
	Iteration 40F: 3 clusters Score -1.111333e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -11113335.000000 Penalty: 13273.480469
	Iteration 41Q: 3 clusters Score -1.111334e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -11113343.000000 Penalty: 13273.480469
	Iteration 42Q: 3 clusters Score -1.111334e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -11113349.000000 Penalty: 13273.480469
	Iteration 43Q: 3 clusters Score -1.111335e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -11113347.000000 Penalty: 13273.480469
	Iteration 44Q: 3 clusters Score -1.111335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -11113371.000000 Penalty: 13273.480469
	Iteration 45Q: 3 clusters Score -1.111337e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -11113363.000000 Penalty: 13273.480469
	Iteration 46Q: 3 clusters Score -1.111336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -11113371.000000 Penalty: 13273.480469
	Iteration 47Q: 3 clusters Score -1.111337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -11113386.000000 Penalty: 13273.480469
	Iteration 48Q: 3 clusters Score -1.111339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -11113386.000000 Penalty: 13273.480469
	Iteration 49Q: 3 clusters Score -1.111339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -11113379.000000 Penalty: 13273.480469
	Iteration 50Q: 3 clusters Score -1.111338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -11113384.000000 Penalty: 13273.480469
	Iteration 51Q: 3 clusters Score -1.111338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -11113381.000000 Penalty: 13273.480469
	Iteration 52Q: 3 clusters Score -1.111338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -11113398.000000 Penalty: 13273.480469
	Iteration 53Q: 3 clusters Score -1.11134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -11113395.000000 Penalty: 13273.480469
	Iteration 54Q: 3 clusters Score -1.11134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -11113394.000000 Penalty: 13273.480469
	Iteration 55Q: 3 clusters Score -1.111339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -11113395.000000 Penalty: 13273.480469
	Iteration 56Q: 3 clusters Score -1.11134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -11113403.000000 Penalty: 13273.480469
	Iteration 57Q: 3 clusters Score -1.11134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -11113403.000000 Penalty: 13273.480469
	Iteration 58F: 3 clusters Score -1.11134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Entering Unmasked Estep 
Score: -7804130.000000 Penalty: 6413.982422
	Iteration 0F: 2 clusters Score -7804130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -7777961.000000 Penalty: 12827.964844
	Iteration 0F: 3 clusters Score -7777961 nChanged 15026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -7786039.500000 Penalty: 12827.964844
	Iteration 1F: 3 clusters Score -7786040 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -7787059.500000 Penalty: 12827.964844
	Iteration 2F: 3 clusters Score -7787060 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -7787891.500000 Penalty: 12827.964844
	Iteration 3F: 3 clusters Score -7787892 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -7788634.000000 Penalty: 12827.964844
	Iteration 4Q: 3 clusters Score -7788634 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -7789335.000000 Penalty: 12827.964844
	Iteration 5Q: 3 clusters Score -7789335 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -7789914.000000 Penalty: 12827.964844
	Iteration 6Q: 3 clusters Score -7789914 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -7790507.500000 Penalty: 12827.964844
	Iteration 7Q: 3 clusters Score -7790508 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -7791033.000000 Penalty: 12827.964844
	Iteration 8Q: 3 clusters Score -7791033 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -7791618.000000 Penalty: 12827.964844
	Iteration 9Q: 3 clusters Score -7791618 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -7792083.500000 Penalty: 12827.964844
	Iteration 10Q: 3 clusters Score -7792084 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -7792561.000000 Penalty: 12827.964844
	Iteration 11Q: 3 clusters Score -7792561 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -7792984.000000 Penalty: 12827.964844
	Iteration 12Q: 3 clusters Score -7792984 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -7793313.500000 Penalty: 12827.964844
	Iteration 13Q: 3 clusters Score -7793314 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -7793555.500000 Penalty: 12827.964844
	Iteration 14Q: 3 clusters Score -7793556 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -7793818.500000 Penalty: 12827.964844
	Iteration 15Q: 3 clusters Score -7793818 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -7794034.500000 Penalty: 12827.964844
	Iteration 16Q: 3 clusters Score -7794034 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -7794240.500000 Penalty: 12827.964844
	Iteration 17Q: 3 clusters Score -7794240 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -7794400.000000 Penalty: 12827.964844
	Iteration 18Q: 3 clusters Score -7794400 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -7794652.000000 Penalty: 12827.964844
	Iteration 19Q: 3 clusters Score -7794652 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -7794876.000000 Penalty: 12827.964844
	Iteration 20F: 3 clusters Score -7794876 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -7795074.500000 Penalty: 12827.964844
	Iteration 21Q: 3 clusters Score -7795074 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -7795308.500000 Penalty: 12827.964844
	Iteration 22Q: 3 clusters Score -7795308 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -7795540.000000 Penalty: 12827.964844
	Iteration 23Q: 3 clusters Score -7795540 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -7795759.000000 Penalty: 12827.964844
	Iteration 24Q: 3 clusters Score -7795759 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -7796032.500000 Penalty: 12827.964844
	Iteration 25Q: 3 clusters Score -7796032 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -7796321.500000 Penalty: 12827.964844
	Iteration 26Q: 3 clusters Score -7796322 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -7796696.500000 Penalty: 12827.964844
	Iteration 27Q: 3 clusters Score -7796696 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -7796989.000000 Penalty: 12827.964844
	Iteration 28Q: 3 clusters Score -7796989 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -7797254.500000 Penalty: 12827.964844
	Iteration 29Q: 3 clusters Score -7797254 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -7797459.500000 Penalty: 12827.964844
	Iteration 30Q: 3 clusters Score -7797460 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -7797625.000000 Penalty: 12827.964844
	Iteration 31Q: 3 clusters Score -7797625 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -7797791.500000 Penalty: 12827.964844
	Iteration 32Q: 3 clusters Score -7797792 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -7797947.500000 Penalty: 12827.964844
	Iteration 33Q: 3 clusters Score -7797948 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -7798050.500000 Penalty: 12827.964844
	Iteration 34Q: 3 clusters Score -7798050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -7798159.000000 Penalty: 12827.964844
	Iteration 35Q: 3 clusters Score -7798159 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -7798266.000000 Penalty: 12827.964844
	Iteration 36Q: 3 clusters Score -7798266 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -7798337.500000 Penalty: 12827.964844
	Iteration 37Q: 3 clusters Score -7798338 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -7798390.500000 Penalty: 12827.964844
	Iteration 38Q: 3 clusters Score -7798390 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -7798488.500000 Penalty: 12827.964844
	Iteration 39Q: 3 clusters Score -7798488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -7798551.000000 Penalty: 12827.964844
	Iteration 40F: 3 clusters Score -7798551 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -7798620.000000 Penalty: 12827.964844
	Iteration 41Q: 3 clusters Score -7798620 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -7798660.000000 Penalty: 12827.964844
	Iteration 42Q: 3 clusters Score -7798660 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -7798724.500000 Penalty: 12827.964844
	Iteration 43Q: 3 clusters Score -7798724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -7798744.000000 Penalty: 12827.964844
	Iteration 44Q: 3 clusters Score -7798744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -7798790.000000 Penalty: 12827.964844
	Iteration 45Q: 3 clusters Score -7798790 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -7798817.000000 Penalty: 12827.964844
	Iteration 46Q: 3 clusters Score -7798817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -7798848.000000 Penalty: 12827.964844
	Iteration 47Q: 3 clusters Score -7798848 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -7798914.500000 Penalty: 12827.964844
	Iteration 48Q: 3 clusters Score -7798914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -7798938.000000 Penalty: 12827.964844
	Iteration 49Q: 3 clusters Score -7798938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -7798952.000000 Penalty: 12827.964844
	Iteration 50Q: 3 clusters Score -7798952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -7798968.500000 Penalty: 12827.964844
	Iteration 51Q: 3 clusters Score -7798968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -7798992.000000 Penalty: 12827.964844
	Iteration 52Q: 3 clusters Score -7798992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -7799017.500000 Penalty: 12827.964844
	Iteration 53Q: 3 clusters Score -7799018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7799025.500000 Penalty: 12827.964844
	Iteration 54Q: 3 clusters Score -7799026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -7799025.500000 Penalty: 12827.964844
	Iteration 55Q: 3 clusters Score -7799026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -7799032.000000 Penalty: 12827.964844
	Iteration 56Q: 3 clusters Score -7799032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -7799033.000000 Penalty: 12827.964844
	Iteration 57Q: 3 clusters Score -7799033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -7799048.000000 Penalty: 12827.964844
	Iteration 58Q: 3 clusters Score -7799048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -7799050.500000 Penalty: 12827.964844
	Iteration 59Q: 3 clusters Score -7799050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -7799055.000000 Penalty: 12827.964844
	Iteration 60F: 3 clusters Score -7799055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -7799053.000000 Penalty: 12827.964844
	Iteration 61Q: 3 clusters Score -7799053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -7799064.500000 Penalty: 12827.964844
	Iteration 62Q: 3 clusters Score -7799064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -7799065.000000 Penalty: 12827.964844
	Iteration 63Q: 3 clusters Score -7799065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -7799076.000000 Penalty: 12827.964844
	Iteration 64Q: 3 clusters Score -7799076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -7799075.500000 Penalty: 12827.964844
	Iteration 65Q: 3 clusters Score -7799076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -7799080.000000 Penalty: 12827.964844
	Iteration 66Q: 3 clusters Score -7799080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -7799085.500000 Penalty: 12827.964844
	Iteration 67Q: 3 clusters Score -7799086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -7799096.000000 Penalty: 12827.964844
	Iteration 68Q: 3 clusters Score -7799096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -7799100.000000 Penalty: 12827.964844
	Iteration 69Q: 3 clusters Score -7799100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -7799092.500000 Penalty: 12827.964844
	Iteration 70Q: 3 clusters Score -7799092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -7799087.000000 Penalty: 12827.964844
	Iteration 71Q: 3 clusters Score -7799087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -7799096.000000 Penalty: 12827.964844
	Iteration 72Q: 3 clusters Score -7799096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -7799099.500000 Penalty: 12827.964844
	Iteration 73Q: 3 clusters Score -7799100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -7799117.500000 Penalty: 12827.964844
	Iteration 74Q: 3 clusters Score -7799118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -7799113.000000 Penalty: 12827.964844
	Iteration 75Q: 3 clusters Score -7799113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -7799126.500000 Penalty: 12827.964844
	Iteration 76Q: 3 clusters Score -7799126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -7799130.500000 Penalty: 12827.964844
	Iteration 77Q: 3 clusters Score -7799130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -7799116.500000 Penalty: 12827.964844
	Iteration 78Q: 3 clusters Score -7799116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -7799122.500000 Penalty: 12827.964844
	Iteration 79Q: 3 clusters Score -7799122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -7799129.500000 Penalty: 12827.964844
	Iteration 80F: 3 clusters Score -7799130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -7799141.000000 Penalty: 12827.964844
	Iteration 81Q: 3 clusters Score -7799141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -7799143.500000 Penalty: 12827.964844
	Iteration 82Q: 3 clusters Score -7799144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -7799152.000000 Penalty: 12827.964844
	Iteration 83Q: 3 clusters Score -7799152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -7799154.500000 Penalty: 12827.964844
	Iteration 84Q: 3 clusters Score -7799154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -7799173.000000 Penalty: 12827.964844
	Iteration 85Q: 3 clusters Score -7799173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -7799180.500000 Penalty: 12827.964844
	Iteration 86Q: 3 clusters Score -7799180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -7799169.500000 Penalty: 12827.964844
	Iteration 87Q: 3 clusters Score -7799170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -7799171.000000 Penalty: 12827.964844
	Iteration 88Q: 3 clusters Score -7799171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -7799188.000000 Penalty: 12827.964844
	Iteration 89Q: 3 clusters Score -7799188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -7799189.500000 Penalty: 12827.964844
	Iteration 90Q: 3 clusters Score -7799190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -7799199.500000 Penalty: 12827.964844
	Iteration 91Q: 3 clusters Score -7799200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -7799196.000000 Penalty: 12827.964844
	Iteration 92Q: 3 clusters Score -7799196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -7799196.000000 Penalty: 12827.964844
	Iteration 93F: 3 clusters Score -7799196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Entering Unmasked Estep 
Score: -4013094.500000 Penalty: 5983.958008
	Iteration 0F: 2 clusters Score -4013094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3998160.000000 Penalty: 11967.916016
	Iteration 0F: 3 clusters Score -3998160 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -4001847.250000 Penalty: 11967.916016
	Iteration 1F: 3 clusters Score -4001847 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -4002330.750000 Penalty: 11967.916016
	Iteration 2F: 3 clusters Score -4002331 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -4002657.000000 Penalty: 11967.916016
	Iteration 3Q: 3 clusters Score -4002657 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -4002880.500000 Penalty: 11967.916016
	Iteration 4Q: 3 clusters Score -4002880 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -4003031.250000 Penalty: 11967.916016
	Iteration 5Q: 3 clusters Score -4003031 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -4003169.500000 Penalty: 11967.916016
	Iteration 6Q: 3 clusters Score -4003170 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4003277.250000 Penalty: 11967.916016
	Iteration 7Q: 3 clusters Score -4003277 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -4003379.250000 Penalty: 11967.916016
	Iteration 8Q: 3 clusters Score -4003379 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -4003501.000000 Penalty: 11967.916016
	Iteration 9Q: 3 clusters Score -4003501 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -4003603.750000 Penalty: 11967.916016
	Iteration 10Q: 3 clusters Score -4003604 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4003732.000000 Penalty: 11967.916016
	Iteration 11Q: 3 clusters Score -4003732 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4003842.500000 Penalty: 11967.916016
	Iteration 12Q: 3 clusters Score -4003842 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -4003965.000000 Penalty: 11967.916016
	Iteration 13Q: 3 clusters Score -4003965 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -4004121.000000 Penalty: 11967.916016
	Iteration 14Q: 3 clusters Score -4004121 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -4004298.250000 Penalty: 11967.916016
	Iteration 15Q: 3 clusters Score -4004298 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4004532.500000 Penalty: 11967.916016
	Iteration 16Q: 3 clusters Score -4004532 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4004802.000000 Penalty: 11967.916016
	Iteration 17Q: 3 clusters Score -4004802 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -4005147.500000 Penalty: 11967.916016
	Iteration 18Q: 3 clusters Score -4005148 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -4005562.500000 Penalty: 11967.916016
	Iteration 19Q: 3 clusters Score -4005562 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -4005972.500000 Penalty: 11967.916016
	Iteration 20F: 3 clusters Score -4005972 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4006353.250000 Penalty: 11967.916016
	Iteration 21Q: 3 clusters Score -4006353 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4006710.500000 Penalty: 11967.916016
	Iteration 22Q: 3 clusters Score -4006710 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4006977.500000 Penalty: 11967.916016
	Iteration 23Q: 3 clusters Score -4006978 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4007209.000000 Penalty: 11967.916016
	Iteration 24Q: 3 clusters Score -4007209 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -4007366.250000 Penalty: 11967.916016
	Iteration 25Q: 3 clusters Score -4007366 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4007515.250000 Penalty: 11967.916016
	Iteration 26Q: 3 clusters Score -4007515 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -4007608.000000 Penalty: 11967.916016
	Iteration 27Q: 3 clusters Score -4007608 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -4007675.500000 Penalty: 11967.916016
	Iteration 28Q: 3 clusters Score -4007676 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4007756.500000 Penalty: 11967.916016
	Iteration 29Q: 3 clusters Score -4007756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -4007794.250000 Penalty: 11967.916016
	Iteration 30Q: 3 clusters Score -4007794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4007811.750000 Penalty: 11967.916016
	Iteration 31Q: 3 clusters Score -4007812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4007834.500000 Penalty: 11967.916016
	Iteration 32Q: 3 clusters Score -4007834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4007850.500000 Penalty: 11967.916016
	Iteration 33Q: 3 clusters Score -4007850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4007860.000000 Penalty: 11967.916016
	Iteration 34Q: 3 clusters Score -4007860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4007860.000000 Penalty: 11967.916016
	Iteration 35Q: 3 clusters Score -4007860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4007861.500000 Penalty: 11967.916016
	Iteration 36Q: 3 clusters Score -4007862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4007870.250000 Penalty: 11967.916016
	Iteration 37Q: 3 clusters Score -4007870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4007875.000000 Penalty: 11967.916016
	Iteration 38Q: 3 clusters Score -4007875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -4007880.000000 Penalty: 11967.916016
	Iteration 39Q: 3 clusters Score -4007880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -4007881.500000 Penalty: 11967.916016
	Iteration 40F: 3 clusters Score -4007882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4007887.000000 Penalty: 11967.916016
	Iteration 41Q: 3 clusters Score -4007887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4007886.500000 Penalty: 11967.916016
	Iteration 42Q: 3 clusters Score -4007886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4007885.500000 Penalty: 11967.916016
	Iteration 43Q: 3 clusters Score -4007886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4007886.750000 Penalty: 11967.916016
	Iteration 44Q: 3 clusters Score -4007887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4007886.500000 Penalty: 11967.916016
	Iteration 45Q: 3 clusters Score -4007886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4007883.500000 Penalty: 11967.916016
	Iteration 46Q: 3 clusters Score -4007884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4007883.500000 Penalty: 11967.916016
	Iteration 47F: 3 clusters Score -4007884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (58185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Entering Unmasked Estep 
Score: -13281153.000000 Penalty: 6719.972168
	Iteration 0F: 2 clusters Score -1.328115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -13240122.000000 Penalty: 13439.944336
	Iteration 0F: 3 clusters Score -1.324012e+07 nChanged 25913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -13254093.000000 Penalty: 13439.944336
	Iteration 1F: 3 clusters Score -1.325409e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -13255197.000000 Penalty: 13439.944336
	Iteration 2F: 3 clusters Score -1.32552e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -13256217.000000 Penalty: 13439.944336
	Iteration 3Q: 3 clusters Score -1.325622e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -13257164.000000 Penalty: 13439.944336
	Iteration 4Q: 3 clusters Score -1.325716e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -13258365.000000 Penalty: 13439.944336
	Iteration 5Q: 3 clusters Score -1.325836e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -13259444.000000 Penalty: 13439.944336
	Iteration 6Q: 3 clusters Score -1.325944e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -13260775.000000 Penalty: 13439.944336
	Iteration 7Q: 3 clusters Score -1.326078e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -13262313.000000 Penalty: 13439.944336
	Iteration 8Q: 3 clusters Score -1.326231e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -13263986.000000 Penalty: 13439.944336
	Iteration 9Q: 3 clusters Score -1.326399e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -13265812.000000 Penalty: 13439.944336
	Iteration 10Q: 3 clusters Score -1.326581e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -13267835.000000 Penalty: 13439.944336
	Iteration 11Q: 3 clusters Score -1.326784e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -13269769.000000 Penalty: 13439.944336
	Iteration 12Q: 3 clusters Score -1.326977e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -13271475.000000 Penalty: 13439.944336
	Iteration 13Q: 3 clusters Score -1.327148e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -13272665.000000 Penalty: 13439.944336
	Iteration 14Q: 3 clusters Score -1.327266e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -13273560.000000 Penalty: 13439.944336
	Iteration 15Q: 3 clusters Score -1.327356e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -13274081.000000 Penalty: 13439.944336
	Iteration 16Q: 3 clusters Score -1.327408e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -13274364.000000 Penalty: 13439.944336
	Iteration 17Q: 3 clusters Score -1.327436e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -13274603.000000 Penalty: 13439.944336
	Iteration 18Q: 3 clusters Score -1.32746e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -13274756.000000 Penalty: 13439.944336
	Iteration 19Q: 3 clusters Score -1.327476e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -13274851.000000 Penalty: 13439.944336
	Iteration 20F: 3 clusters Score -1.327485e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -13274968.000000 Penalty: 13439.944336
	Iteration 21Q: 3 clusters Score -1.327497e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -13275099.000000 Penalty: 13439.944336
	Iteration 22Q: 3 clusters Score -1.32751e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -13275169.000000 Penalty: 13439.944336
	Iteration 23Q: 3 clusters Score -1.327517e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -13275205.000000 Penalty: 13439.944336
	Iteration 24Q: 3 clusters Score -1.32752e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -13275261.000000 Penalty: 13439.944336
	Iteration 25Q: 3 clusters Score -1.327526e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -13275285.000000 Penalty: 13439.944336
	Iteration 26Q: 3 clusters Score -1.327528e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -13275309.000000 Penalty: 13439.944336
	Iteration 27Q: 3 clusters Score -1.327531e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -13275331.000000 Penalty: 13439.944336
	Iteration 28Q: 3 clusters Score -1.327533e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -13275363.000000 Penalty: 13439.944336
	Iteration 29Q: 3 clusters Score -1.327536e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -13275362.000000 Penalty: 13439.944336
	Iteration 30Q: 3 clusters Score -1.327536e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -13275366.000000 Penalty: 13439.944336
	Iteration 31Q: 3 clusters Score -1.327537e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -13275391.000000 Penalty: 13439.944336
	Iteration 32Q: 3 clusters Score -1.327539e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -13275410.000000 Penalty: 13439.944336
	Iteration 33Q: 3 clusters Score -1.327541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -13275414.000000 Penalty: 13439.944336
	Iteration 34Q: 3 clusters Score -1.327541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -13275405.000000 Penalty: 13439.944336
	Iteration 35Q: 3 clusters Score -1.32754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -13275426.000000 Penalty: 13439.944336
	Iteration 36Q: 3 clusters Score -1.327543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -13275431.000000 Penalty: 13439.944336
	Iteration 37Q: 3 clusters Score -1.327543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -13275423.000000 Penalty: 13439.944336
	Iteration 38Q: 3 clusters Score -1.327542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -13275419.000000 Penalty: 13439.944336
	Iteration 39Q: 3 clusters Score -1.327542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -13275408.000000 Penalty: 13439.944336
	Iteration 40F: 3 clusters Score -1.327541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -13275400.000000 Penalty: 13439.944336
	Iteration 41Q: 3 clusters Score -1.32754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -13275394.000000 Penalty: 13439.944336
	Iteration 42Q: 3 clusters Score -1.327539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -13275389.000000 Penalty: 13439.944336
	Iteration 43Q: 3 clusters Score -1.327539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -13275399.000000 Penalty: 13439.944336
	Iteration 44Q: 3 clusters Score -1.32754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -13275414.000000 Penalty: 13439.944336
	Iteration 45Q: 3 clusters Score -1.327541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -13275414.000000 Penalty: 13439.944336
	Iteration 46Q: 3 clusters Score -1.327541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -13275416.000000 Penalty: 13439.944336
	Iteration 47Q: 3 clusters Score -1.327542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -13275415.000000 Penalty: 13439.944336
	Iteration 48Q: 3 clusters Score -1.327542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -13275416.000000 Penalty: 13439.944336
	Iteration 49Q: 3 clusters Score -1.327542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -13275427.000000 Penalty: 13439.944336
	Iteration 50Q: 3 clusters Score -1.327543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -13275410.000000 Penalty: 13439.944336
	Iteration 51Q: 3 clusters Score -1.327541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -13275410.000000 Penalty: 13439.944336
	Iteration 52Q: 3 clusters Score -1.327541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -13275423.000000 Penalty: 13439.944336
	Iteration 53Q: 3 clusters Score -1.327542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -13275406.000000 Penalty: 13439.944336
	Iteration 54Q: 3 clusters Score -1.327541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -13275410.000000 Penalty: 13439.944336
	Iteration 55Q: 3 clusters Score -1.327541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -13275419.000000 Penalty: 13439.944336
	Iteration 56Q: 3 clusters Score -1.327542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -13275411.000000 Penalty: 13439.944336
	Iteration 57Q: 3 clusters Score -1.327541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -13275411.000000 Penalty: 13439.944336
	Iteration 58F: 3 clusters Score -1.327541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (126724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Entering Unmasked Estep 
Score: -29213690.000000 Penalty: 7196.731934
	Iteration 0F: 2 clusters Score -2.921369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -29131336.000000 Penalty: 14393.463867
	Iteration 0F: 3 clusters Score -2.913134e+07 nChanged 58377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -29163672.000000 Penalty: 14393.463867
	Iteration 1F: 3 clusters Score -2.916367e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -29165088.000000 Penalty: 14393.463867
	Iteration 2Q: 3 clusters Score -2.916509e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -29166890.000000 Penalty: 14393.463867
	Iteration 3Q: 3 clusters Score -2.916689e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -29168764.000000 Penalty: 14393.463867
	Iteration 4Q: 3 clusters Score -2.916876e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -29171122.000000 Penalty: 14393.463867
	Iteration 5Q: 3 clusters Score -2.917112e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -29173452.000000 Penalty: 14393.463867
	Iteration 6Q: 3 clusters Score -2.917345e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -29176696.000000 Penalty: 14393.463867
	Iteration 7F: 3 clusters Score -2.91767e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -29180288.000000 Penalty: 14393.463867
	Iteration 8F: 3 clusters Score -2.918029e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -29183704.000000 Penalty: 14393.463867
	Iteration 9F: 3 clusters Score -2.91837e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88566 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -29187566.000000 Penalty: 14393.463867
	Iteration 10F: 3 clusters Score -2.918757e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -29191498.000000 Penalty: 14393.463867
	Iteration 11Q: 3 clusters Score -2.91915e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99713 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -29195742.000000 Penalty: 14393.463867
	Iteration 12Q: 3 clusters Score -2.919574e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104597 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -29199388.000000 Penalty: 14393.463867
	Iteration 13Q: 3 clusters Score -2.919939e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108651 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -29202074.000000 Penalty: 14393.463867
	Iteration 14Q: 3 clusters Score -2.920207e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111843 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -29204118.000000 Penalty: 14393.463867
	Iteration 15Q: 3 clusters Score -2.920412e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114402 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -29205670.000000 Penalty: 14393.463867
	Iteration 16Q: 3 clusters Score -2.920567e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116320 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -29206624.000000 Penalty: 14393.463867
	Iteration 17Q: 3 clusters Score -2.920662e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117769 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -29207204.000000 Penalty: 14393.463867
	Iteration 18Q: 3 clusters Score -2.92072e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118869 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -29207618.000000 Penalty: 14393.463867
	Iteration 19Q: 3 clusters Score -2.920762e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119760 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -29207950.000000 Penalty: 14393.463867
	Iteration 20F: 3 clusters Score -2.920795e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120440 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -29208046.000000 Penalty: 14393.463867
	Iteration 21Q: 3 clusters Score -2.920805e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -29208162.000000 Penalty: 14393.463867
	Iteration 22Q: 3 clusters Score -2.920816e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121385 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -29208228.000000 Penalty: 14393.463867
	Iteration 23Q: 3 clusters Score -2.920823e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121743 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -29208360.000000 Penalty: 14393.463867
	Iteration 24Q: 3 clusters Score -2.920836e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -29208454.000000 Penalty: 14393.463867
	Iteration 25Q: 3 clusters Score -2.920845e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122231 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -29208412.000000 Penalty: 14393.463867
	Iteration 26Q: 3 clusters Score -2.920841e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122411 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -29208444.000000 Penalty: 14393.463867
	Iteration 27Q: 3 clusters Score -2.920844e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122542 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -29208414.000000 Penalty: 14393.463867
	Iteration 28Q: 3 clusters Score -2.920841e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122639 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -29208424.000000 Penalty: 14393.463867
	Iteration 29Q: 3 clusters Score -2.920842e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122730 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -29208448.000000 Penalty: 14393.463867
	Iteration 30Q: 3 clusters Score -2.920845e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122814 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -29208482.000000 Penalty: 14393.463867
	Iteration 31Q: 3 clusters Score -2.920848e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122890 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -29208484.000000 Penalty: 14393.463867
	Iteration 32Q: 3 clusters Score -2.920848e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122957 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -29208486.000000 Penalty: 14393.463867
	Iteration 33Q: 3 clusters Score -2.920849e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -29208500.000000 Penalty: 14393.463867
	Iteration 34Q: 3 clusters Score -2.92085e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123057 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -29208506.000000 Penalty: 14393.463867
	Iteration 35Q: 3 clusters Score -2.920851e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -29208480.000000 Penalty: 14393.463867
	Iteration 36Q: 3 clusters Score -2.920848e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123157 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -29208504.000000 Penalty: 14393.463867
	Iteration 37Q: 3 clusters Score -2.92085e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123202 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -29208518.000000 Penalty: 14393.463867
	Iteration 38Q: 3 clusters Score -2.920852e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123247 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -29208534.000000 Penalty: 14393.463867
	Iteration 39Q: 3 clusters Score -2.920853e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123299 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -29208544.000000 Penalty: 14393.463867
	Iteration 40F: 3 clusters Score -2.920854e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -29208572.000000 Penalty: 14393.463867
	Iteration 41Q: 3 clusters Score -2.920857e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123398 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -29208606.000000 Penalty: 14393.463867
	Iteration 42Q: 3 clusters Score -2.920861e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123448 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -29208604.000000 Penalty: 14393.463867
	Iteration 43Q: 3 clusters Score -2.92086e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123500 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -29208648.000000 Penalty: 14393.463867
	Iteration 44Q: 3 clusters Score -2.920865e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123563 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -29208666.000000 Penalty: 14393.463867
	Iteration 45Q: 3 clusters Score -2.920867e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -29208702.000000 Penalty: 14393.463867
	Iteration 46Q: 3 clusters Score -2.92087e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123706 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -29208724.000000 Penalty: 14393.463867
	Iteration 47Q: 3 clusters Score -2.920872e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123785 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -29208818.000000 Penalty: 14393.463867
	Iteration 48Q: 3 clusters Score -2.920882e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123838 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -29208838.000000 Penalty: 14393.463867
	Iteration 49Q: 3 clusters Score -2.920884e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123884 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -29208898.000000 Penalty: 14393.463867
	Iteration 50Q: 3 clusters Score -2.92089e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123917 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -29208946.000000 Penalty: 14393.463867
	Iteration 51Q: 3 clusters Score -2.920895e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123945 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -29208960.000000 Penalty: 14393.463867
	Iteration 52Q: 3 clusters Score -2.920896e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123978 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -29208952.000000 Penalty: 14393.463867
	Iteration 53Q: 3 clusters Score -2.920895e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123996 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -29208974.000000 Penalty: 14393.463867
	Iteration 54Q: 3 clusters Score -2.920897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124013 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -29208994.000000 Penalty: 14393.463867
	Iteration 55Q: 3 clusters Score -2.920899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124026 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -29208986.000000 Penalty: 14393.463867
	Iteration 56Q: 3 clusters Score -2.920899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124033 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -29208982.000000 Penalty: 14393.463867
	Iteration 57Q: 3 clusters Score -2.920898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124034 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -29208988.000000 Penalty: 14393.463867
	Iteration 58Q: 3 clusters Score -2.920899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124034 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -29208988.000000 Penalty: 14393.463867
	Iteration 59F: 3 clusters Score -2.920899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Entering Unmasked Estep 
Score: -4242308.000000 Penalty: 6016.974609
	Iteration 0F: 2 clusters Score -4242308 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 9179 members 
Entering Unmasked Estep 
Score: -4226847.000000 Penalty: 12033.949219
	Iteration 0F: 3 clusters Score -4226847 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4230843.500000 Penalty: 12033.949219
	Iteration 1F: 3 clusters Score -4230844 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4231391.000000 Penalty: 12033.949219
	Iteration 2F: 3 clusters Score -4231391 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4231740.500000 Penalty: 12033.949219
	Iteration 3Q: 3 clusters Score -4231740 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -4231961.500000 Penalty: 12033.949219
	Iteration 4Q: 3 clusters Score -4231962 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -4232138.500000 Penalty: 12033.949219
	Iteration 5Q: 3 clusters Score -4232138 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -4232270.000000 Penalty: 12033.949219
	Iteration 6Q: 3 clusters Score -4232270 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -4232367.500000 Penalty: 12033.949219
	Iteration 7Q: 3 clusters Score -4232368 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -4232461.500000 Penalty: 12033.949219
	Iteration 8Q: 3 clusters Score -4232462 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -4232521.500000 Penalty: 12033.949219
	Iteration 9Q: 3 clusters Score -4232522 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4232614.500000 Penalty: 12033.949219
	Iteration 10Q: 3 clusters Score -4232614 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -4232656.000000 Penalty: 12033.949219
	Iteration 11Q: 3 clusters Score -4232656 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -4232695.500000 Penalty: 12033.949219
	Iteration 12Q: 3 clusters Score -4232696 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -4232773.000000 Penalty: 12033.949219
	Iteration 13Q: 3 clusters Score -4232773 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -4232826.000000 Penalty: 12033.949219
	Iteration 14Q: 3 clusters Score -4232826 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -4232896.500000 Penalty: 12033.949219
	Iteration 15Q: 3 clusters Score -4232896 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -4232974.000000 Penalty: 12033.949219
	Iteration 16Q: 3 clusters Score -4232974 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4233037.000000 Penalty: 12033.949219
	Iteration 17Q: 3 clusters Score -4233037 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -4233106.500000 Penalty: 12033.949219
	Iteration 18Q: 3 clusters Score -4233106 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -4233197.000000 Penalty: 12033.949219
	Iteration 19Q: 3 clusters Score -4233197 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -4233306.000000 Penalty: 12033.949219
	Iteration 20F: 3 clusters Score -4233306 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -4233420.500000 Penalty: 12033.949219
	Iteration 21Q: 3 clusters Score -4233420 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4233553.500000 Penalty: 12033.949219
	Iteration 22Q: 3 clusters Score -4233554 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -4233693.500000 Penalty: 12033.949219
	Iteration 23Q: 3 clusters Score -4233694 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -4233859.000000 Penalty: 12033.949219
	Iteration 24Q: 3 clusters Score -4233859 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -4234041.000000 Penalty: 12033.949219
	Iteration 25Q: 3 clusters Score -4234041 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4234269.500000 Penalty: 12033.949219
	Iteration 26Q: 3 clusters Score -4234270 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -4234512.000000 Penalty: 12033.949219
	Iteration 27Q: 3 clusters Score -4234512 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -4234770.500000 Penalty: 12033.949219
	Iteration 28Q: 3 clusters Score -4234770 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4235056.000000 Penalty: 12033.949219
	Iteration 29Q: 3 clusters Score -4235056 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4235340.500000 Penalty: 12033.949219
	Iteration 30Q: 3 clusters Score -4235340 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4235626.500000 Penalty: 12033.949219
	Iteration 31Q: 3 clusters Score -4235626 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4235900.500000 Penalty: 12033.949219
	Iteration 32Q: 3 clusters Score -4235900 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4236123.000000 Penalty: 12033.949219
	Iteration 33Q: 3 clusters Score -4236123 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4236293.000000 Penalty: 12033.949219
	Iteration 34Q: 3 clusters Score -4236293 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4236444.000000 Penalty: 12033.949219
	Iteration 35Q: 3 clusters Score -4236444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4236540.000000 Penalty: 12033.949219
	Iteration 36Q: 3 clusters Score -4236540 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4236608.500000 Penalty: 12033.949219
	Iteration 37Q: 3 clusters Score -4236608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4236669.000000 Penalty: 12033.949219
	Iteration 38Q: 3 clusters Score -4236669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4236729.000000 Penalty: 12033.949219
	Iteration 39Q: 3 clusters Score -4236729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4236768.500000 Penalty: 12033.949219
	Iteration 40F: 3 clusters Score -4236768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4236790.000000 Penalty: 12033.949219
	Iteration 41Q: 3 clusters Score -4236790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4236810.000000 Penalty: 12033.949219
	Iteration 42Q: 3 clusters Score -4236810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4236824.000000 Penalty: 12033.949219
	Iteration 43Q: 3 clusters Score -4236824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4236837.000000 Penalty: 12033.949219
	Iteration 44Q: 3 clusters Score -4236837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4236843.500000 Penalty: 12033.949219
	Iteration 45Q: 3 clusters Score -4236844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4236861.000000 Penalty: 12033.949219
	Iteration 46Q: 3 clusters Score -4236861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4236867.000000 Penalty: 12033.949219
	Iteration 47Q: 3 clusters Score -4236867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4236871.500000 Penalty: 12033.949219
	Iteration 48Q: 3 clusters Score -4236872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4236877.000000 Penalty: 12033.949219
	Iteration 49Q: 3 clusters Score -4236877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4236888.000000 Penalty: 12033.949219
	Iteration 50Q: 3 clusters Score -4236888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4236896.000000 Penalty: 12033.949219
	Iteration 51Q: 3 clusters Score -4236896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4236901.000000 Penalty: 12033.949219
	Iteration 52Q: 3 clusters Score -4236901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4236895.500000 Penalty: 12033.949219
	Iteration 53Q: 3 clusters Score -4236896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4236901.500000 Penalty: 12033.949219
	Iteration 54Q: 3 clusters Score -4236902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4236902.000000 Penalty: 12033.949219
	Iteration 55Q: 3 clusters Score -4236902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4236903.000000 Penalty: 12033.949219
	Iteration 56Q: 3 clusters Score -4236903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4236912.000000 Penalty: 12033.949219
	Iteration 57Q: 3 clusters Score -4236912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4236913.000000 Penalty: 12033.949219
	Iteration 58Q: 3 clusters Score -4236913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4236917.500000 Penalty: 12033.949219
	Iteration 59Q: 3 clusters Score -4236918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4236920.000000 Penalty: 12033.949219
	Iteration 60F: 3 clusters Score -4236920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4236925.500000 Penalty: 12033.949219
	Iteration 61Q: 3 clusters Score -4236926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4236930.000000 Penalty: 12033.949219
	Iteration 62Q: 3 clusters Score -4236930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4236936.000000 Penalty: 12033.949219
	Iteration 63Q: 3 clusters Score -4236936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4236934.000000 Penalty: 12033.949219
	Iteration 64Q: 3 clusters Score -4236934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4236932.500000 Penalty: 12033.949219
	Iteration 65Q: 3 clusters Score -4236932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4236932.500000 Penalty: 12033.949219
	Iteration 66F: 3 clusters Score -4236932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -189980.921875 Penalty: 4176.590820
	Iteration 0F: 2 clusters Score -189980.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -186284.921875 Penalty: 8353.181641
	Iteration 0F: 3 clusters Score -186284.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -186887.937500 Penalty: 8353.181641
	Iteration 1F: 3 clusters Score -186887.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -187142.875000 Penalty: 8353.181641
	Iteration 2F: 3 clusters Score -187142.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -187378.656250 Penalty: 8353.181641
	Iteration 3F: 3 clusters Score -187378.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -187541.203125 Penalty: 8353.181641
	Iteration 4Q: 3 clusters Score -187541.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -187661.015625 Penalty: 8353.181641
	Iteration 5Q: 3 clusters Score -187661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -187700.656250 Penalty: 8353.181641
	Iteration 6Q: 3 clusters Score -187700.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -187722.484375 Penalty: 8353.181641
	Iteration 7Q: 3 clusters Score -187722.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -187740.312500 Penalty: 8353.181641
	Iteration 8Q: 3 clusters Score -187740.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -187765.468750 Penalty: 8353.181641
	Iteration 9Q: 3 clusters Score -187765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -187771.265625 Penalty: 8353.181641
	Iteration 10Q: 3 clusters Score -187771.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -187773.578125 Penalty: 8353.181641
	Iteration 11Q: 3 clusters Score -187773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -187773.578125 Penalty: 8353.181641
	Iteration 12F: 3 clusters Score -187773.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Entering Unmasked Estep 
Score: -1378013.625000 Penalty: 5339.379883
	Iteration 0F: 2 clusters Score -1378014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1370202.500000 Penalty: 10678.759766
	Iteration 0F: 3 clusters Score -1370202 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1371532.750000 Penalty: 10678.759766
	Iteration 1F: 3 clusters Score -1371533 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1371864.875000 Penalty: 10678.759766
	Iteration 2F: 3 clusters Score -1371865 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1372041.750000 Penalty: 10678.759766
	Iteration 3Q: 3 clusters Score -1372042 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1372141.750000 Penalty: 10678.759766
	Iteration 4Q: 3 clusters Score -1372142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1372210.375000 Penalty: 10678.759766
	Iteration 5Q: 3 clusters Score -1372210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1372256.500000 Penalty: 10678.759766
	Iteration 6Q: 3 clusters Score -1372256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1372287.750000 Penalty: 10678.759766
	Iteration 7Q: 3 clusters Score -1372288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1372311.750000 Penalty: 10678.759766
	Iteration 8Q: 3 clusters Score -1372312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1372334.250000 Penalty: 10678.759766
	Iteration 9Q: 3 clusters Score -1372334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1372353.000000 Penalty: 10678.759766
	Iteration 10Q: 3 clusters Score -1372353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1372364.375000 Penalty: 10678.759766
	Iteration 11Q: 3 clusters Score -1372364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1372378.375000 Penalty: 10678.759766
	Iteration 12Q: 3 clusters Score -1372378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1372389.250000 Penalty: 10678.759766
	Iteration 13Q: 3 clusters Score -1372389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1372392.125000 Penalty: 10678.759766
	Iteration 14Q: 3 clusters Score -1372392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1372399.250000 Penalty: 10678.759766
	Iteration 15Q: 3 clusters Score -1372399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1372407.750000 Penalty: 10678.759766
	Iteration 16Q: 3 clusters Score -1372408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1372411.250000 Penalty: 10678.759766
	Iteration 17Q: 3 clusters Score -1372411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1372423.375000 Penalty: 10678.759766
	Iteration 18Q: 3 clusters Score -1372423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1372426.875000 Penalty: 10678.759766
	Iteration 19Q: 3 clusters Score -1372427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1372433.750000 Penalty: 10678.759766
	Iteration 20F: 3 clusters Score -1372434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1372440.875000 Penalty: 10678.759766
	Iteration 21Q: 3 clusters Score -1372441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1372445.125000 Penalty: 10678.759766
	Iteration 22Q: 3 clusters Score -1372445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1372446.250000 Penalty: 10678.759766
	Iteration 23Q: 3 clusters Score -1372446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1372449.125000 Penalty: 10678.759766
	Iteration 24Q: 3 clusters Score -1372449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1372450.750000 Penalty: 10678.759766
	Iteration 25Q: 3 clusters Score -1372451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1372448.625000 Penalty: 10678.759766
	Iteration 26Q: 3 clusters Score -1372449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1372448.625000 Penalty: 10678.759766
	Iteration 27F: 3 clusters Score -1372449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (32371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Entering Unmasked Estep 
Score: -7073146.000000 Penalty: 6360.823730
	Iteration 0F: 2 clusters Score -7073146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -7048846.000000 Penalty: 12721.647461
	Iteration 0F: 3 clusters Score -7048846 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -7056073.500000 Penalty: 12721.647461
	Iteration 1F: 3 clusters Score -7056074 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -7056987.000000 Penalty: 12721.647461
	Iteration 2F: 3 clusters Score -7056987 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -7057677.000000 Penalty: 12721.647461
	Iteration 3F: 3 clusters Score -7057677 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -7058270.000000 Penalty: 12721.647461
	Iteration 4Q: 3 clusters Score -7058270 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -7058774.000000 Penalty: 12721.647461
	Iteration 5Q: 3 clusters Score -7058774 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -7059312.000000 Penalty: 12721.647461
	Iteration 6Q: 3 clusters Score -7059312 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -7059945.000000 Penalty: 12721.647461
	Iteration 7Q: 3 clusters Score -7059945 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -7060647.000000 Penalty: 12721.647461
	Iteration 8Q: 3 clusters Score -7060647 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -7061520.000000 Penalty: 12721.647461
	Iteration 9Q: 3 clusters Score -7061520 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -7062422.500000 Penalty: 12721.647461
	Iteration 10Q: 3 clusters Score -7062422 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -7063310.000000 Penalty: 12721.647461
	Iteration 11Q: 3 clusters Score -7063310 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -7064198.500000 Penalty: 12721.647461
	Iteration 12Q: 3 clusters Score -7064198 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -7064984.500000 Penalty: 12721.647461
	Iteration 13Q: 3 clusters Score -7064984 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -7065644.000000 Penalty: 12721.647461
	Iteration 14Q: 3 clusters Score -7065644 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -7066224.000000 Penalty: 12721.647461
	Iteration 15Q: 3 clusters Score -7066224 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -7066706.000000 Penalty: 12721.647461
	Iteration 16Q: 3 clusters Score -7066706 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -7067151.000000 Penalty: 12721.647461
	Iteration 17Q: 3 clusters Score -7067151 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -7067587.000000 Penalty: 12721.647461
	Iteration 18Q: 3 clusters Score -7067587 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -7068065.500000 Penalty: 12721.647461
	Iteration 19Q: 3 clusters Score -7068066 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7068538.000000 Penalty: 12721.647461
	Iteration 20F: 3 clusters Score -7068538 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -7068994.500000 Penalty: 12721.647461
	Iteration 21Q: 3 clusters Score -7068994 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -7069400.500000 Penalty: 12721.647461
	Iteration 22Q: 3 clusters Score -7069400 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -7069714.000000 Penalty: 12721.647461
	Iteration 23Q: 3 clusters Score -7069714 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -7069926.500000 Penalty: 12721.647461
	Iteration 24Q: 3 clusters Score -7069926 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -7070034.000000 Penalty: 12721.647461
	Iteration 25Q: 3 clusters Score -7070034 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -7070122.500000 Penalty: 12721.647461
	Iteration 26Q: 3 clusters Score -7070122 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -7070185.000000 Penalty: 12721.647461
	Iteration 27Q: 3 clusters Score -7070185 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -7070226.000000 Penalty: 12721.647461
	Iteration 28Q: 3 clusters Score -7070226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -7070260.000000 Penalty: 12721.647461
	Iteration 29Q: 3 clusters Score -7070260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -7070266.500000 Penalty: 12721.647461
	Iteration 30Q: 3 clusters Score -7070266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -7070282.500000 Penalty: 12721.647461
	Iteration 31Q: 3 clusters Score -7070282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -7070280.000000 Penalty: 12721.647461
	Iteration 32Q: 3 clusters Score -7070280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -7070281.000000 Penalty: 12721.647461
	Iteration 33Q: 3 clusters Score -7070281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -7070286.500000 Penalty: 12721.647461
	Iteration 34Q: 3 clusters Score -7070286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -7070297.000000 Penalty: 12721.647461
	Iteration 35Q: 3 clusters Score -7070297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -7070290.000000 Penalty: 12721.647461
	Iteration 36Q: 3 clusters Score -7070290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -7070293.000000 Penalty: 12721.647461
	Iteration 37Q: 3 clusters Score -7070293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -7070295.500000 Penalty: 12721.647461
	Iteration 38Q: 3 clusters Score -7070296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -7070289.500000 Penalty: 12721.647461
	Iteration 39Q: 3 clusters Score -7070290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -7070290.500000 Penalty: 12721.647461
	Iteration 40F: 3 clusters Score -7070290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -7070287.000000 Penalty: 12721.647461
	Iteration 41Q: 3 clusters Score -7070287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -7070287.000000 Penalty: 12721.647461
	Iteration 42F: 3 clusters Score -7070287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Entering Unmasked Estep 
Score: -10858602.000000 Penalty: 6592.568359
	Iteration 0F: 2 clusters Score -1.08586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -10824708.000000 Penalty: 13185.136719
	Iteration 0F: 3 clusters Score -1.082471e+07 nChanged 20644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -10835807.000000 Penalty: 13185.136719
	Iteration 1F: 3 clusters Score -1.083581e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -10836592.000000 Penalty: 13185.136719
	Iteration 2F: 3 clusters Score -1.083659e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -10837130.000000 Penalty: 13185.136719
	Iteration 3Q: 3 clusters Score -1.083713e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -10837665.000000 Penalty: 13185.136719
	Iteration 4Q: 3 clusters Score -1.083766e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -10838102.000000 Penalty: 13185.136719
	Iteration 5Q: 3 clusters Score -1.08381e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -10838543.000000 Penalty: 13185.136719
	Iteration 6Q: 3 clusters Score -1.083854e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -10839031.000000 Penalty: 13185.136719
	Iteration 7Q: 3 clusters Score -1.083903e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -10839630.000000 Penalty: 13185.136719
	Iteration 8Q: 3 clusters Score -1.083963e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -10840523.000000 Penalty: 13185.136719
	Iteration 9Q: 3 clusters Score -1.084052e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -10841701.000000 Penalty: 13185.136719
	Iteration 10Q: 3 clusters Score -1.08417e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -10843204.000000 Penalty: 13185.136719
	Iteration 11F: 3 clusters Score -1.08432e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -10844882.000000 Penalty: 13185.136719
	Iteration 12F: 3 clusters Score -1.084488e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -10846872.000000 Penalty: 13185.136719
	Iteration 13F: 3 clusters Score -1.084687e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -10848425.000000 Penalty: 13185.136719
	Iteration 14Q: 3 clusters Score -1.084842e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -10849667.000000 Penalty: 13185.136719
	Iteration 15Q: 3 clusters Score -1.084967e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -10850601.000000 Penalty: 13185.136719
	Iteration 16Q: 3 clusters Score -1.08506e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -10851220.000000 Penalty: 13185.136719
	Iteration 17Q: 3 clusters Score -1.085122e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -10851664.000000 Penalty: 13185.136719
	Iteration 18Q: 3 clusters Score -1.085166e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -10851966.000000 Penalty: 13185.136719
	Iteration 19Q: 3 clusters Score -1.085197e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -10852194.000000 Penalty: 13185.136719
	Iteration 20F: 3 clusters Score -1.085219e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -10852392.000000 Penalty: 13185.136719
	Iteration 21Q: 3 clusters Score -1.085239e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -10852507.000000 Penalty: 13185.136719
	Iteration 22Q: 3 clusters Score -1.085251e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -10852577.000000 Penalty: 13185.136719
	Iteration 23Q: 3 clusters Score -1.085258e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -10852656.000000 Penalty: 13185.136719
	Iteration 24Q: 3 clusters Score -1.085266e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -10852711.000000 Penalty: 13185.136719
	Iteration 25Q: 3 clusters Score -1.085271e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -10852741.000000 Penalty: 13185.136719
	Iteration 26Q: 3 clusters Score -1.085274e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -10852784.000000 Penalty: 13185.136719
	Iteration 27Q: 3 clusters Score -1.085278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -10852793.000000 Penalty: 13185.136719
	Iteration 28Q: 3 clusters Score -1.085279e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -10852825.000000 Penalty: 13185.136719
	Iteration 29Q: 3 clusters Score -1.085282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -10852847.000000 Penalty: 13185.136719
	Iteration 30Q: 3 clusters Score -1.085285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -10852880.000000 Penalty: 13185.136719
	Iteration 31Q: 3 clusters Score -1.085288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -10852906.000000 Penalty: 13185.136719
	Iteration 32Q: 3 clusters Score -1.085291e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -10852930.000000 Penalty: 13185.136719
	Iteration 33Q: 3 clusters Score -1.085293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -10852937.000000 Penalty: 13185.136719
	Iteration 34Q: 3 clusters Score -1.085294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -10852949.000000 Penalty: 13185.136719
	Iteration 35Q: 3 clusters Score -1.085295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -10852960.000000 Penalty: 13185.136719
	Iteration 36Q: 3 clusters Score -1.085296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -10852971.000000 Penalty: 13185.136719
	Iteration 37Q: 3 clusters Score -1.085297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -10852975.000000 Penalty: 13185.136719
	Iteration 38Q: 3 clusters Score -1.085298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -10852976.000000 Penalty: 13185.136719
	Iteration 39Q: 3 clusters Score -1.085298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -10852989.000000 Penalty: 13185.136719
	Iteration 40F: 3 clusters Score -1.085299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -10852987.000000 Penalty: 13185.136719
	Iteration 41Q: 3 clusters Score -1.085299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -10853007.000000 Penalty: 13185.136719
	Iteration 42Q: 3 clusters Score -1.085301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -10852998.000000 Penalty: 13185.136719
	Iteration 43Q: 3 clusters Score -1.0853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -10853007.000000 Penalty: 13185.136719
	Iteration 44Q: 3 clusters Score -1.085301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -10852999.000000 Penalty: 13185.136719
	Iteration 45Q: 3 clusters Score -1.0853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -10853015.000000 Penalty: 13185.136719
	Iteration 46Q: 3 clusters Score -1.085302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -10853012.000000 Penalty: 13185.136719
	Iteration 47Q: 3 clusters Score -1.085301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -10852997.000000 Penalty: 13185.136719
	Iteration 48Q: 3 clusters Score -1.0853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -10853003.000000 Penalty: 13185.136719
	Iteration 49Q: 3 clusters Score -1.0853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -10853015.000000 Penalty: 13185.136719
	Iteration 50Q: 3 clusters Score -1.085302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -10853015.000000 Penalty: 13185.136719
	Iteration 51Q: 3 clusters Score -1.085302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -10853011.000000 Penalty: 13185.136719
	Iteration 52Q: 3 clusters Score -1.085301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -10853002.000000 Penalty: 13185.136719
	Iteration 53Q: 3 clusters Score -1.0853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -10853005.000000 Penalty: 13185.136719
	Iteration 54Q: 3 clusters Score -1.0853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -10853004.000000 Penalty: 13185.136719
	Iteration 55Q: 3 clusters Score -1.0853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -10853006.000000 Penalty: 13185.136719
	Iteration 56Q: 3 clusters Score -1.085301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -10853006.000000 Penalty: 13185.136719
	Iteration 57F: 3 clusters Score -1.085301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Entering Unmasked Estep 
Score: -3896911.000000 Penalty: 5987.414062
	Iteration 0F: 2 clusters Score -3896911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3881953.250000 Penalty: 11974.828125
	Iteration 0F: 3 clusters Score -3881953 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3885785.250000 Penalty: 11974.828125
	Iteration 1F: 3 clusters Score -3885785 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3886529.000000 Penalty: 11974.828125
	Iteration 2F: 3 clusters Score -3886529 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3887054.750000 Penalty: 11974.828125
	Iteration 3F: 3 clusters Score -3887055 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3887495.000000 Penalty: 11974.828125
	Iteration 4Q: 3 clusters Score -3887495 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3887913.000000 Penalty: 11974.828125
	Iteration 5Q: 3 clusters Score -3887913 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3888351.500000 Penalty: 11974.828125
	Iteration 6Q: 3 clusters Score -3888352 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3888874.000000 Penalty: 11974.828125
	Iteration 7Q: 3 clusters Score -3888874 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3889418.750000 Penalty: 11974.828125
	Iteration 8Q: 3 clusters Score -3889419 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3890018.750000 Penalty: 11974.828125
	Iteration 9Q: 3 clusters Score -3890019 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3890593.250000 Penalty: 11974.828125
	Iteration 10Q: 3 clusters Score -3890593 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3891141.250000 Penalty: 11974.828125
	Iteration 11Q: 3 clusters Score -3891141 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3891602.250000 Penalty: 11974.828125
	Iteration 12Q: 3 clusters Score -3891602 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3892019.750000 Penalty: 11974.828125
	Iteration 13Q: 3 clusters Score -3892020 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3892288.500000 Penalty: 11974.828125
	Iteration 14Q: 3 clusters Score -3892288 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3892487.250000 Penalty: 11974.828125
	Iteration 15Q: 3 clusters Score -3892487 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3892640.250000 Penalty: 11974.828125
	Iteration 16Q: 3 clusters Score -3892640 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3892758.750000 Penalty: 11974.828125
	Iteration 17Q: 3 clusters Score -3892759 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3892864.000000 Penalty: 11974.828125
	Iteration 18Q: 3 clusters Score -3892864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3892948.750000 Penalty: 11974.828125
	Iteration 19Q: 3 clusters Score -3892949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3893000.750000 Penalty: 11974.828125
	Iteration 20F: 3 clusters Score -3893001 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3893030.250000 Penalty: 11974.828125
	Iteration 21Q: 3 clusters Score -3893030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3893068.750000 Penalty: 11974.828125
	Iteration 22Q: 3 clusters Score -3893069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3893089.250000 Penalty: 11974.828125
	Iteration 23Q: 3 clusters Score -3893089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3893102.250000 Penalty: 11974.828125
	Iteration 24Q: 3 clusters Score -3893102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3893113.500000 Penalty: 11974.828125
	Iteration 25Q: 3 clusters Score -3893114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3893125.250000 Penalty: 11974.828125
	Iteration 26Q: 3 clusters Score -3893125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3893135.250000 Penalty: 11974.828125
	Iteration 27Q: 3 clusters Score -3893135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3893135.250000 Penalty: 11974.828125
	Iteration 28Q: 3 clusters Score -3893135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3893138.250000 Penalty: 11974.828125
	Iteration 29Q: 3 clusters Score -3893138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3893137.500000 Penalty: 11974.828125
	Iteration 30Q: 3 clusters Score -3893138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3893141.000000 Penalty: 11974.828125
	Iteration 31Q: 3 clusters Score -3893141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3893141.000000 Penalty: 11974.828125
	Iteration 32F: 3 clusters Score -3893141 nChanged 0
--- Evaluating fit on full set of 3652333 points ---
Entering Unmasked Estep 
Score: -821685312.000000 Penalty: 259151.546875
20->29 Clusters: Score -821685312.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1217444 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 60556 members 
Mstep: Class 3 contains 60661 members 
Mstep: Class 4 contains 60440 members 
Mstep: Class 5 contains 60685 members 
Mstep: Class 6 contains 60760 members 
Mstep: Class 7 contains 60398 members 
Mstep: Class 8 contains 60641 members 
Mstep: Class 9 contains 61390 members 
Mstep: Class 10 contains 61052 members 
Mstep: Class 11 contains 60896 members 
Mstep: Class 12 contains 61103 members 
Mstep: Class 13 contains 60728 members 
Mstep: Class 14 contains 60813 members 
Mstep: Class 15 contains 61314 members 
Mstep: Class 16 contains 60661 members 
Mstep: Class 17 contains 61633 members 
Mstep: Class 18 contains 60936 members 
Mstep: Class 19 contains 60469 members 
Mstep: Class 20 contains 61318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2303.228760 but Gain 8582.515625
Score: -266102576.000000 Penalty: 163067.718750
Iteration 0F: 20 clusters Score -2.661026e+08 nChanged 1148352
Entering Unmasked Mstep 
Mstep: Class 0 contains 673 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 79632 members 
Mstep: Class 3 contains 32255 members 
Mstep: Class 4 contains 44070 members 
Mstep: Class 5 contains 100661 members 
Mstep: Class 6 contains 48323 members 
Mstep: Class 7 contains 47598 members 
Mstep: Class 8 contains 88537 members 
Mstep: Class 9 contains 108544 members 
Mstep: Class 10 contains 23614 members 
Mstep: Class 12 contains 80829 members 
Mstep: Class 13 contains 86511 members 
Mstep: Class 14 contains 50840 members 
Mstep: Class 15 contains 89330 members 
Mstep: Class 16 contains 31237 members 
Mstep: Class 17 contains 37281 members 
Mstep: Class 18 contains 39580 members 
Mstep: Class 19 contains 62548 members 
Mstep: Class 20 contains 93181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -268705728.000000 Penalty: 163067.718750
Iteration 1F: 20 clusters Score -2.687057e+08 nChanged 494880
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 78511 members 
Mstep: Class 3 contains 21668 members 
Mstep: Class 4 contains 37864 members 
Mstep: Class 5 contains 143050 members 
Mstep: Class 6 contains 46550 members 
Mstep: Class 7 contains 38104 members 
Mstep: Class 8 contains 129860 members 
Mstep: Class 9 contains 108943 members 
Mstep: Class 10 contains 15950 members 
Mstep: Class 12 contains 64055 members 
Mstep: Class 13 contains 93237 members 
Mstep: Class 14 contains 40655 members 
Mstep: Class 15 contains 112675 members 
Mstep: Class 16 contains 12925 members 
Mstep: Class 17 contains 27955 members 
Mstep: Class 18 contains 32244 members 
Mstep: Class 19 contains 73433 members 
Mstep: Class 20 contains 52188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 7930.226562 but Gain 8582.500000
Score: -269916608.000000 Penalty: 154485.218750
Iteration 2F: 19 clusters Score -2.699166e+08 nChanged 428327
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 103825 members 
Mstep: Class 2 contains 66761 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 38389 members 
Mstep: Class 5 contains 153798 members 
Mstep: Class 6 contains 37152 members 
Mstep: Class 7 contains 29210 members 
Mstep: Class 8 contains 151176 members 
Mstep: Class 9 contains 100501 members 
Mstep: Class 10 contains 12153 members 
Mstep: Class 12 contains 48569 members 
Mstep: Class 13 contains 144809 members 
Mstep: Class 14 contains 36703 members 
Mstep: Class 15 contains 105098 members 
Mstep: Class 17 contains 38809 members 
Mstep: Class 18 contains 39109 members 
Mstep: Class 19 contains 79481 members 
Mstep: Class 20 contains 18690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -270728448.000000 Penalty: 154485.218750
Iteration 3F: 19 clusters Score -2.707284e+08 nChanged 338727
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 132301 members 
Mstep: Class 2 contains 51549 members 
Mstep: Class 3 contains 9536 members 
Mstep: Class 4 contains 45664 members 
Mstep: Class 5 contains 119997 members 
Mstep: Class 6 contains 29038 members 
Mstep: Class 7 contains 20436 members 
Mstep: Class 8 contains 153588 members 
Mstep: Class 9 contains 100585 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 12 contains 35444 members 
Mstep: Class 13 contains 188836 members 
Mstep: Class 14 contains 38707 members 
Mstep: Class 15 contains 94170 members 
Mstep: Class 17 contains 53229 members 
Mstep: Class 18 contains 43594 members 
Mstep: Class 19 contains 84380 members 
Mstep: Class 20 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271299744.000000 Penalty: 154485.218750
Iteration 4F: 19 clusters Score -2.712997e+08 nChanged 246487
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157387 members 
Mstep: Class 2 contains 41690 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 54375 members 
Mstep: Class 5 contains 83110 members 
Mstep: Class 6 contains 23292 members 
Mstep: Class 7 contains 17934 members 
Mstep: Class 8 contains 156988 members 
Mstep: Class 9 contains 99985 members 
Mstep: Class 10 contains 10805 members 
Mstep: Class 12 contains 26480 members 
Mstep: Class 13 contains 216567 members 
Mstep: Class 14 contains 41234 members 
Mstep: Class 15 contains 89098 members 
Mstep: Class 17 contains 62368 members 
Mstep: Class 18 contains 46225 members 
Mstep: Class 19 contains 78680 members 
Mstep: Class 20 contains 3078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271574624.000000 Penalty: 154485.218750
Iteration 5F: 19 clusters Score -2.715746e+08 nChanged 171633
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 170618 members 
Mstep: Class 2 contains 36320 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 64034 members 
Mstep: Class 5 contains 62992 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 17399 members 
Mstep: Class 8 contains 161133 members 
Mstep: Class 9 contains 101299 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 12 contains 22659 members 
Mstep: Class 13 contains 221798 members 
Mstep: Class 14 contains 42787 members 
Mstep: Class 15 contains 89950 members 
Mstep: Class 17 contains 68184 members 
Mstep: Class 18 contains 49570 members 
Mstep: Class 19 contains 66549 members 
Mstep: Class 20 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271728672.000000 Penalty: 154485.218750
Iteration 6F: 19 clusters Score -2.717287e+08 nChanged 119501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 172313 members 
Mstep: Class 2 contains 31571 members 
Mstep: Class 3 contains 7357 members 
Mstep: Class 4 contains 72158 members 
Mstep: Class 5 contains 56410 members 
Mstep: Class 6 contains 17073 members 
Mstep: Class 7 contains 17204 members 
Mstep: Class 8 contains 162776 members 
Mstep: Class 9 contains 104186 members 
Mstep: Class 10 contains 14813 members 
Mstep: Class 12 contains 20935 members 
Mstep: Class 13 contains 219523 members 
Mstep: Class 14 contains 44052 members 
Mstep: Class 15 contains 93627 members 
Mstep: Class 17 contains 73351 members 
Mstep: Class 18 contains 52553 members 
Mstep: Class 19 contains 54891 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271836224.000000 Penalty: 154485.218750
Iteration 7F: 19 clusters Score -2.718362e+08 nChanged 87292
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 170357 members 
Mstep: Class 2 contains 26966 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 76601 members 
Mstep: Class 5 contains 55650 members 
Mstep: Class 6 contains 16466 members 
Mstep: Class 7 contains 17166 members 
Mstep: Class 8 contains 162798 members 
Mstep: Class 9 contains 106238 members 
Mstep: Class 10 contains 17649 members 
Mstep: Class 12 contains 20073 members 
Mstep: Class 13 contains 216947 members 
Mstep: Class 14 contains 44804 members 
Mstep: Class 15 contains 97673 members 
Mstep: Class 17 contains 77852 members 
Mstep: Class 18 contains 54433 members 
Mstep: Class 19 contains 45971 members 
Mstep: Class 20 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271906560.000000 Penalty: 154485.218750
Iteration 8F: 19 clusters Score -2.719066e+08 nChanged 67650
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 167734 members 
Mstep: Class 2 contains 23179 members 
Mstep: Class 3 contains 6603 members 
Mstep: Class 4 contains 78991 members 
Mstep: Class 5 contains 57510 members 
Mstep: Class 6 contains 16853 members 
Mstep: Class 7 contains 17247 members 
Mstep: Class 8 contains 161741 members 
Mstep: Class 9 contains 107078 members 
Mstep: Class 10 contains 20984 members 
Mstep: Class 12 contains 19466 members 
Mstep: Class 13 contains 214639 members 
Mstep: Class 14 contains 45290 members 
Mstep: Class 15 contains 100869 members 
Mstep: Class 17 contains 81939 members 
Mstep: Class 18 contains 55473 members 
Mstep: Class 19 contains 39165 members 
Mstep: Class 20 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271957760.000000 Penalty: 154485.218750
Iteration 9F: 19 clusters Score -2.719578e+08 nChanged 56538
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 20301 members 
Mstep: Class 3 contains 5567 members 
Mstep: Class 4 contains 80600 members 
Mstep: Class 5 contains 60767 members 
Mstep: Class 6 contains 17688 members 
Mstep: Class 7 contains 17405 members 
Mstep: Class 8 contains 160320 members 
Mstep: Class 9 contains 106787 members 
Mstep: Class 10 contains 24972 members 
Mstep: Class 12 contains 19022 members 
Mstep: Class 13 contains 212623 members 
Mstep: Class 14 contains 45637 members 
Mstep: Class 15 contains 103053 members 
Mstep: Class 17 contains 85673 members 
Mstep: Class 18 contains 55982 members 
Mstep: Class 19 contains 33849 members 
Mstep: Class 20 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272001184.000000 Penalty: 154485.218750
Iteration 10Q: 19 clusters Score -2.720012e+08 nChanged 49742
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 160585 members 
Mstep: Class 2 contains 18482 members 
Mstep: Class 3 contains 4192 members 
Mstep: Class 4 contains 81674 members 
Mstep: Class 5 contains 64927 members 
Mstep: Class 6 contains 18874 members 
Mstep: Class 7 contains 17586 members 
Mstep: Class 8 contains 159246 members 
Mstep: Class 9 contains 105365 members 
Mstep: Class 10 contains 29775 members 
Mstep: Class 12 contains 18652 members 
Mstep: Class 13 contains 210475 members 
Mstep: Class 14 contains 45812 members 
Mstep: Class 15 contains 104183 members 
Mstep: Class 17 contains 88973 members 
Mstep: Class 18 contains 56190 members 
Mstep: Class 19 contains 29762 members 
Mstep: Class 20 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272039168.000000 Penalty: 154485.218750
Iteration 11Q: 19 clusters Score -2.720392e+08 nChanged 44756
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 156114 members 
Mstep: Class 2 contains 17415 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 4 contains 82158 members 
Mstep: Class 5 contains 70003 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 17775 members 
Mstep: Class 8 contains 158536 members 
Mstep: Class 9 contains 103006 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 12 contains 18302 members 
Mstep: Class 13 contains 208111 members 
Mstep: Class 14 contains 45956 members 
Mstep: Class 15 contains 104420 members 
Mstep: Class 17 contains 91709 members 
Mstep: Class 18 contains 56296 members 
Mstep: Class 19 contains 26680 members 
Mstep: Class 20 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272069920.000000 Penalty: 154485.218750
Iteration 12Q: 19 clusters Score -2.720699e+08 nChanged 40000
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 151598 members 
Mstep: Class 2 contains 16658 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 82290 members 
Mstep: Class 5 contains 75765 members 
Mstep: Class 6 contains 22808 members 
Mstep: Class 7 contains 17932 members 
Mstep: Class 8 contains 158137 members 
Mstep: Class 9 contains 100048 members 
Mstep: Class 10 contains 38617 members 
Mstep: Class 12 contains 18059 members 
Mstep: Class 13 contains 205659 members 
Mstep: Class 14 contains 45986 members 
Mstep: Class 15 contains 104126 members 
Mstep: Class 17 contains 93821 members 
Mstep: Class 18 contains 56373 members 
Mstep: Class 19 contains 24307 members 
Mstep: Class 20 contains 2665 members 
Entering Unmasked Estep 
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Iteration 13Q: 19 clusters Score -2.720947e+08 nChanged 36644
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147271 members 
Mstep: Class 2 contains 16016 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 82221 members 
Mstep: Class 5 contains 82121 members 
Mstep: Class 6 contains 24886 members 
Mstep: Class 7 contains 18121 members 
Mstep: Class 8 contains 157889 members 
Mstep: Class 9 contains 96592 members 
Mstep: Class 10 contains 42385 members 
Mstep: Class 12 contains 17824 members 
Mstep: Class 13 contains 203158 members 
Mstep: Class 14 contains 46032 members 
Mstep: Class 15 contains 103343 members 
Mstep: Class 17 contains 95494 members 
Mstep: Class 18 contains 56501 members 
Mstep: Class 19 contains 22456 members 
Mstep: Class 20 contains 2664 members 
Entering Unmasked Estep 
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Iteration 14Q: 19 clusters Score -2.721154e+08 nChanged 34171
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 143360 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 81984 members 
Mstep: Class 5 contains 88730 members 
Mstep: Class 6 contains 27068 members 
Mstep: Class 7 contains 18226 members 
Mstep: Class 8 contains 157783 members 
Mstep: Class 9 contains 92928 members 
Mstep: Class 10 contains 46152 members 
Mstep: Class 12 contains 17628 members 
Mstep: Class 13 contains 200448 members 
Mstep: Class 14 contains 45976 members 
Mstep: Class 15 contains 102108 members 
Mstep: Class 17 contains 96640 members 
Mstep: Class 18 contains 56818 members 
Mstep: Class 19 contains 20991 members 
Mstep: Class 20 contains 2659 members 
Entering Unmasked Estep 
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Score: -272133440.000000 Penalty: 154485.218750
Iteration 15Q: 19 clusters Score -2.721334e+08 nChanged 32796
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 140336 members 
Mstep: Class 2 contains 14928 members 
Mstep: Class 3 contains 2632 members 
Mstep: Class 4 contains 81570 members 
Mstep: Class 5 contains 95236 members 
Mstep: Class 6 contains 29342 members 
Mstep: Class 7 contains 18223 members 
Mstep: Class 8 contains 157697 members 
Mstep: Class 9 contains 89190 members 
Mstep: Class 10 contains 49947 members 
Mstep: Class 12 contains 17504 members 
Mstep: Class 13 contains 197447 members 
Mstep: Class 14 contains 45898 members 
Mstep: Class 15 contains 100395 members 
Mstep: Class 17 contains 97326 members 
Mstep: Class 18 contains 57153 members 
Mstep: Class 19 contains 19942 members 
Mstep: Class 20 contains 2658 members 
Entering Unmasked Estep 
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Iteration 16Q: 19 clusters Score -2.721532e+08 nChanged 31813
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 14441 members 
Mstep: Class 3 contains 2768 members 
Mstep: Class 4 contains 80967 members 
Mstep: Class 5 contains 101185 members 
Mstep: Class 6 contains 31805 members 
Mstep: Class 7 contains 18227 members 
Mstep: Class 8 contains 157694 members 
Mstep: Class 9 contains 85394 members 
Mstep: Class 10 contains 53769 members 
Mstep: Class 12 contains 17430 members 
Mstep: Class 13 contains 194294 members 
Mstep: Class 14 contains 45806 members 
Mstep: Class 15 contains 98378 members 
Mstep: Class 17 contains 97515 members 
Mstep: Class 18 contains 57537 members 
Mstep: Class 19 contains 19137 members 
Mstep: Class 20 contains 2660 members 
Entering Unmasked Estep 
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Iteration 17Q: 19 clusters Score -2.721731e+08 nChanged 30653
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 137769 members 
Mstep: Class 2 contains 14023 members 
Mstep: Class 3 contains 2908 members 
Mstep: Class 4 contains 80290 members 
Mstep: Class 5 contains 106416 members 
Mstep: Class 6 contains 34202 members 
Mstep: Class 7 contains 18195 members 
Mstep: Class 8 contains 157700 members 
Mstep: Class 9 contains 81724 members 
Mstep: Class 10 contains 57728 members 
Mstep: Class 12 contains 17348 members 
Mstep: Class 13 contains 191059 members 
Mstep: Class 14 contains 45756 members 
Mstep: Class 15 contains 96201 members 
Mstep: Class 17 contains 97065 members 
Mstep: Class 18 contains 57896 members 
Mstep: Class 19 contains 18483 members 
Mstep: Class 20 contains 2661 members 
Entering Unmasked Estep 
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Score: -272192800.000000 Penalty: 154485.218750
Iteration 18Q: 19 clusters Score -2.721928e+08 nChanged 29220
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 137929 members 
Mstep: Class 2 contains 13641 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 4 contains 79526 members 
Mstep: Class 5 contains 110910 members 
Mstep: Class 6 contains 36690 members 
Mstep: Class 7 contains 18055 members 
Mstep: Class 8 contains 157753 members 
Mstep: Class 9 contains 78251 members 
Mstep: Class 10 contains 61764 members 
Mstep: Class 12 contains 17289 members 
Mstep: Class 13 contains 187825 members 
Mstep: Class 14 contains 45639 members 
Mstep: Class 15 contains 93889 members 
Mstep: Class 17 contains 96361 members 
Mstep: Class 18 contains 58221 members 
Mstep: Class 19 contains 17979 members 
Mstep: Class 20 contains 2658 members 
Entering Unmasked Estep 
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Score: -272209664.000000 Penalty: 154485.218750
Iteration 19Q: 19 clusters Score -2.722097e+08 nChanged 27228
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 138504 members 
Mstep: Class 2 contains 13288 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 4 contains 78687 members 
Mstep: Class 5 contains 114906 members 
Mstep: Class 6 contains 39135 members 
Mstep: Class 7 contains 17842 members 
Mstep: Class 8 contains 157751 members 
Mstep: Class 9 contains 75210 members 
Mstep: Class 10 contains 65746 members 
Mstep: Class 12 contains 17197 members 
Mstep: Class 13 contains 184585 members 
Mstep: Class 14 contains 45521 members 
Mstep: Class 15 contains 91533 members 
Mstep: Class 17 contains 95502 members 
Mstep: Class 18 contains 58562 members 
Mstep: Class 19 contains 17616 members 
Mstep: Class 20 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272224384.000000 Penalty: 154485.218750
Iteration 20F: 19 clusters Score -2.722244e+08 nChanged 25621
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 139000 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 77850 members 
Mstep: Class 5 contains 118556 members 
Mstep: Class 6 contains 41700 members 
Mstep: Class 7 contains 17541 members 
Mstep: Class 8 contains 157785 members 
Mstep: Class 9 contains 72580 members 
Mstep: Class 10 contains 69790 members 
Mstep: Class 12 contains 17054 members 
Mstep: Class 13 contains 181311 members 
Mstep: Class 14 contains 45365 members 
Mstep: Class 15 contains 89110 members 
Mstep: Class 17 contains 94771 members 
Mstep: Class 18 contains 58834 members 
Mstep: Class 19 contains 17297 members 
Mstep: Class 20 contains 2651 members 
Entering Unmasked Estep 
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Iteration 21Q: 19 clusters Score -2.722377e+08 nChanged 23658
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 139575 members 
Mstep: Class 2 contains 12518 members 
Mstep: Class 3 contains 3448 members 
Mstep: Class 4 contains 77029 members 
Mstep: Class 5 contains 121449 members 
Mstep: Class 6 contains 44155 members 
Mstep: Class 7 contains 17253 members 
Mstep: Class 8 contains 157781 members 
Mstep: Class 9 contains 70392 members 
Mstep: Class 10 contains 73879 members 
Mstep: Class 12 contains 16904 members 
Mstep: Class 13 contains 178072 members 
Mstep: Class 14 contains 45226 members 
Mstep: Class 15 contains 86705 members 
Mstep: Class 17 contains 94098 members 
Mstep: Class 18 contains 59247 members 
Mstep: Class 19 contains 17046 members 
Mstep: Class 20 contains 2648 members 
Entering Unmasked Estep 
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Iteration 22Q: 19 clusters Score -2.722479e+08 nChanged 21142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 140406 members 
Mstep: Class 2 contains 12292 members 
Mstep: Class 3 contains 3549 members 
Mstep: Class 4 contains 76302 members 
Mstep: Class 5 contains 123492 members 
Mstep: Class 6 contains 46473 members 
Mstep: Class 7 contains 17010 members 
Mstep: Class 8 contains 157736 members 
Mstep: Class 9 contains 68559 members 
Mstep: Class 10 contains 77870 members 
Mstep: Class 12 contains 16766 members 
Mstep: Class 13 contains 174736 members 
Mstep: Class 14 contains 45128 members 
Mstep: Class 15 contains 84509 members 
Mstep: Class 17 contains 93468 members 
Mstep: Class 18 contains 59677 members 
Mstep: Class 19 contains 16804 members 
Mstep: Class 20 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272258784.000000 Penalty: 154485.218750
Iteration 23Q: 19 clusters Score -2.722588e+08 nChanged 18746
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 141283 members 
Mstep: Class 2 contains 12375 members 
Mstep: Class 3 contains 3669 members 
Mstep: Class 4 contains 75552 members 
Mstep: Class 5 contains 124924 members 
Mstep: Class 6 contains 48751 members 
Mstep: Class 7 contains 16772 members 
Mstep: Class 8 contains 157702 members 
Mstep: Class 9 contains 66969 members 
Mstep: Class 10 contains 81679 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 171338 members 
Mstep: Class 14 contains 45025 members 
Mstep: Class 15 contains 82458 members 
Mstep: Class 17 contains 92978 members 
Mstep: Class 18 contains 60062 members 
Mstep: Class 19 contains 16636 members 
Mstep: Class 20 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 24Q: 19 clusters Score -2.722662e+08 nChanged 16345
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 142017 members 
Mstep: Class 2 contains 12535 members 
Mstep: Class 3 contains 3829 members 
Mstep: Class 4 contains 74761 members 
Mstep: Class 5 contains 125962 members 
Mstep: Class 6 contains 50927 members 
Mstep: Class 7 contains 16592 members 
Mstep: Class 8 contains 157677 members 
Mstep: Class 9 contains 65595 members 
Mstep: Class 10 contains 85242 members 
Mstep: Class 12 contains 16456 members 
Mstep: Class 13 contains 168056 members 
Mstep: Class 14 contains 44921 members 
Mstep: Class 15 contains 80723 members 
Mstep: Class 17 contains 92604 members 
Mstep: Class 18 contains 60339 members 
Mstep: Class 19 contains 16543 members 
Mstep: Class 20 contains 2646 members 
Entering Unmasked Estep 
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Iteration 25Q: 19 clusters Score -2.722725e+08 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 142833 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 73930 members 
Mstep: Class 5 contains 126603 members 
Mstep: Class 6 contains 53065 members 
Mstep: Class 7 contains 16413 members 
Mstep: Class 8 contains 157676 members 
Mstep: Class 9 contains 64387 members 
Mstep: Class 10 contains 88565 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 164934 members 
Mstep: Class 14 contains 44818 members 
Mstep: Class 15 contains 79275 members 
Mstep: Class 17 contains 92159 members 
Mstep: Class 18 contains 60659 members 
Mstep: Class 19 contains 16446 members 
Mstep: Class 20 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 26Q: 19 clusters Score -2.722777e+08 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143497 members 
Mstep: Class 2 contains 12887 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 73171 members 
Mstep: Class 5 contains 127060 members 
Mstep: Class 6 contains 55108 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 157643 members 
Mstep: Class 9 contains 63327 members 
Mstep: Class 10 contains 91449 members 
Mstep: Class 12 contains 16207 members 
Mstep: Class 13 contains 162200 members 
Mstep: Class 14 contains 44749 members 
Mstep: Class 15 contains 78019 members 
Mstep: Class 17 contains 91739 members 
Mstep: Class 18 contains 60963 members 
Mstep: Class 19 contains 16331 members 
Mstep: Class 20 contains 2645 members 
Entering Unmasked Estep 
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Iteration 27Q: 19 clusters Score -2.722815e+08 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 144003 members 
Mstep: Class 2 contains 13043 members 
Mstep: Class 3 contains 4357 members 
Mstep: Class 4 contains 72477 members 
Mstep: Class 5 contains 127331 members 
Mstep: Class 6 contains 56955 members 
Mstep: Class 7 contains 16127 members 
Mstep: Class 8 contains 157639 members 
Mstep: Class 9 contains 62398 members 
Mstep: Class 10 contains 94123 members 
Mstep: Class 12 contains 16081 members 
Mstep: Class 13 contains 159700 members 
Mstep: Class 14 contains 44710 members 
Mstep: Class 15 contains 76945 members 
Mstep: Class 17 contains 91420 members 
Mstep: Class 18 contains 61199 members 
Mstep: Class 19 contains 16274 members 
Mstep: Class 20 contains 2643 members 
Entering Unmasked Estep 
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Iteration 28Q: 19 clusters Score -2.722851e+08 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 13122 members 
Mstep: Class 3 contains 4541 members 
Mstep: Class 4 contains 71874 members 
Mstep: Class 5 contains 127548 members 
Mstep: Class 6 contains 58591 members 
Mstep: Class 7 contains 16006 members 
Mstep: Class 8 contains 157585 members 
Mstep: Class 9 contains 61609 members 
Mstep: Class 10 contains 96561 members 
Mstep: Class 12 contains 15957 members 
Mstep: Class 13 contains 157412 members 
Mstep: Class 14 contains 44688 members 
Mstep: Class 15 contains 76103 members 
Mstep: Class 17 contains 91089 members 
Mstep: Class 18 contains 61419 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 2643 members 
Entering Unmasked Estep 
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Iteration 29Q: 19 clusters Score -2.722878e+08 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 144797 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 4758 members 
Mstep: Class 4 contains 71352 members 
Mstep: Class 5 contains 127710 members 
Mstep: Class 6 contains 60114 members 
Mstep: Class 7 contains 15865 members 
Mstep: Class 8 contains 157529 members 
Mstep: Class 9 contains 61006 members 
Mstep: Class 10 contains 98748 members 
Mstep: Class 12 contains 15882 members 
Mstep: Class 13 contains 155258 members 
Mstep: Class 14 contains 44656 members 
Mstep: Class 15 contains 75299 members 
Mstep: Class 17 contains 90815 members 
Mstep: Class 18 contains 61641 members 
Mstep: Class 19 contains 16189 members 
Mstep: Class 20 contains 2643 members 
Entering Unmasked Estep 
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Iteration 30Q: 19 clusters Score -2.722907e+08 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 145111 members 
Mstep: Class 2 contains 13199 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 70902 members 
Mstep: Class 5 contains 127819 members 
Mstep: Class 6 contains 61512 members 
Mstep: Class 7 contains 15719 members 
Mstep: Class 8 contains 157485 members 
Mstep: Class 9 contains 60482 members 
Mstep: Class 10 contains 100785 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 153199 members 
Mstep: Class 14 contains 44624 members 
Mstep: Class 15 contains 74635 members 
Mstep: Class 17 contains 90548 members 
Mstep: Class 18 contains 61797 members 
Mstep: Class 19 contains 16146 members 
Mstep: Class 20 contains 2643 members 
Entering Unmasked Estep 
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Iteration 31Q: 19 clusters Score -2.722936e+08 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 145380 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 5241 members 
Mstep: Class 4 contains 70460 members 
Mstep: Class 5 contains 127893 members 
Mstep: Class 6 contains 62798 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 157456 members 
Mstep: Class 9 contains 60017 members 
Mstep: Class 10 contains 102692 members 
Mstep: Class 12 contains 15756 members 
Mstep: Class 13 contains 151205 members 
Mstep: Class 14 contains 44603 members 
Mstep: Class 15 contains 74118 members 
Mstep: Class 17 contains 90330 members 
Mstep: Class 18 contains 61886 members 
Mstep: Class 19 contains 16118 members 
Mstep: Class 20 contains 2644 members 
Entering Unmasked Estep 
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Iteration 32Q: 19 clusters Score -2.72296e+08 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 145651 members 
Mstep: Class 2 contains 13243 members 
Mstep: Class 3 contains 5524 members 
Mstep: Class 4 contains 70081 members 
Mstep: Class 5 contains 127929 members 
Mstep: Class 6 contains 63948 members 
Mstep: Class 7 contains 15497 members 
Mstep: Class 8 contains 157405 members 
Mstep: Class 9 contains 59571 members 
Mstep: Class 10 contains 104393 members 
Mstep: Class 12 contains 15705 members 
Mstep: Class 13 contains 149402 members 
Mstep: Class 14 contains 44572 members 
Mstep: Class 15 contains 73654 members 
Mstep: Class 17 contains 90129 members 
Mstep: Class 18 contains 61963 members 
Mstep: Class 19 contains 16113 members 
Mstep: Class 20 contains 2645 members 
Entering Unmasked Estep 
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Iteration 33Q: 19 clusters Score -2.722972e+08 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 145862 members 
Mstep: Class 2 contains 13268 members 
Mstep: Class 3 contains 5830 members 
Mstep: Class 4 contains 69761 members 
Mstep: Class 5 contains 127961 members 
Mstep: Class 6 contains 64938 members 
Mstep: Class 7 contains 15419 members 
Mstep: Class 8 contains 157394 members 
Mstep: Class 9 contains 59204 members 
Mstep: Class 10 contains 105860 members 
Mstep: Class 12 contains 15674 members 
Mstep: Class 13 contains 147762 members 
Mstep: Class 14 contains 44523 members 
Mstep: Class 15 contains 73218 members 
Mstep: Class 17 contains 89957 members 
Mstep: Class 18 contains 62030 members 
Mstep: Class 19 contains 16116 members 
Mstep: Class 20 contains 2648 members 
Entering Unmasked Estep 
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Iteration 34Q: 19 clusters Score -2.722996e+08 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 146072 members 
Mstep: Class 2 contains 13304 members 
Mstep: Class 3 contains 6160 members 
Mstep: Class 4 contains 69481 members 
Mstep: Class 5 contains 127997 members 
Mstep: Class 6 contains 65821 members 
Mstep: Class 7 contains 15332 members 
Mstep: Class 8 contains 157395 members 
Mstep: Class 9 contains 58891 members 
Mstep: Class 10 contains 107233 members 
Mstep: Class 12 contains 15645 members 
Mstep: Class 13 contains 146146 members 
Mstep: Class 14 contains 44453 members 
Mstep: Class 15 contains 72806 members 
Mstep: Class 17 contains 89788 members 
Mstep: Class 18 contains 62076 members 
Mstep: Class 19 contains 16175 members 
Mstep: Class 20 contains 2650 members 
Entering Unmasked Estep 
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Iteration 35Q: 19 clusters Score -2.723007e+08 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 146275 members 
Mstep: Class 2 contains 13324 members 
Mstep: Class 3 contains 6486 members 
Mstep: Class 4 contains 69246 members 
Mstep: Class 5 contains 127993 members 
Mstep: Class 6 contains 66653 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 157395 members 
Mstep: Class 9 contains 58606 members 
Mstep: Class 10 contains 108482 members 
Mstep: Class 12 contains 15624 members 
Mstep: Class 13 contains 144639 members 
Mstep: Class 14 contains 44371 members 
Mstep: Class 15 contains 72399 members 
Mstep: Class 17 contains 89656 members 
Mstep: Class 18 contains 62128 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 2651 members 
Entering Unmasked Estep 
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Iteration 36Q: 19 clusters Score -2.72302e+08 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 146470 members 
Mstep: Class 2 contains 13353 members 
Mstep: Class 3 contains 6813 members 
Mstep: Class 4 contains 69035 members 
Mstep: Class 5 contains 128004 members 
Mstep: Class 6 contains 67407 members 
Mstep: Class 7 contains 15192 members 
Mstep: Class 8 contains 157424 members 
Mstep: Class 9 contains 58357 members 
Mstep: Class 10 contains 109562 members 
Mstep: Class 12 contains 15611 members 
Mstep: Class 13 contains 143266 members 
Mstep: Class 14 contains 44292 members 
Mstep: Class 15 contains 72065 members 
Mstep: Class 17 contains 89501 members 
Mstep: Class 18 contains 62127 members 
Mstep: Class 19 contains 16288 members 
Mstep: Class 20 contains 2658 members 
Entering Unmasked Estep 
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Iteration 37Q: 19 clusters Score -2.72303e+08 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 146641 members 
Mstep: Class 2 contains 13373 members 
Mstep: Class 3 contains 7151 members 
Mstep: Class 4 contains 68849 members 
Mstep: Class 5 contains 128008 members 
Mstep: Class 6 contains 68069 members 
Mstep: Class 7 contains 15124 members 
Mstep: Class 8 contains 157418 members 
Mstep: Class 9 contains 58128 members 
Mstep: Class 10 contains 110518 members 
Mstep: Class 12 contains 15601 members 
Mstep: Class 13 contains 142002 members 
Mstep: Class 14 contains 44219 members 
Mstep: Class 15 contains 71775 members 
Mstep: Class 17 contains 89373 members 
Mstep: Class 18 contains 62145 members 
Mstep: Class 19 contains 16368 members 
Mstep: Class 20 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272304896.000000 Penalty: 154485.218750
Iteration 38Q: 19 clusters Score -2.723049e+08 nChanged 3905
Entering ConstructFrom: 
Score: -272304896.000000 Penalty: 154485.218750
Entering ConstructFrom: 
Trying to split cluster 1 (146797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146797 members 
Entering Unmasked Estep 
Score: -33392382.000000 Penalty: 7286.793457
	Iteration 0F: 2 clusters Score -3.339238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -33302714.000000 Penalty: 14573.586914
	Iteration 0F: 3 clusters Score -3.330271e+07 nChanged 67930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -33340784.000000 Penalty: 14573.586914
	Iteration 1F: 3 clusters Score -3.334078e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -33342068.000000 Penalty: 14573.586914
	Iteration 2Q: 3 clusters Score -3.334207e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -33343344.000000 Penalty: 14573.586914
	Iteration 3Q: 3 clusters Score -3.334334e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -33344496.000000 Penalty: 14573.586914
	Iteration 4Q: 3 clusters Score -3.33445e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -33345562.000000 Penalty: 14573.586914
	Iteration 5Q: 3 clusters Score -3.334556e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -33346804.000000 Penalty: 14573.586914
	Iteration 6Q: 3 clusters Score -3.33468e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 71103 members 
Entering Unmasked Estep 
Score: -33348240.000000 Penalty: 14573.586914
	Iteration 7Q: 3 clusters Score -3.334824e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -33350158.000000 Penalty: 14573.586914
	Iteration 8Q: 3 clusters Score -3.335016e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -33352226.000000 Penalty: 14573.586914
	Iteration 9Q: 3 clusters Score -3.335223e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -33354826.000000 Penalty: 14573.586914
	Iteration 10Q: 3 clusters Score -3.335483e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -33357660.000000 Penalty: 14573.586914
	Iteration 11Q: 3 clusters Score -3.335766e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -33361196.000000 Penalty: 14573.586914
	Iteration 12Q: 3 clusters Score -3.33612e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87265 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -33364832.000000 Penalty: 14573.586914
	Iteration 13Q: 3 clusters Score -3.336483e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91445 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -33368760.000000 Penalty: 14573.586914
	Iteration 14Q: 3 clusters Score -3.336876e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -33373230.000000 Penalty: 14573.586914
	Iteration 15Q: 3 clusters Score -3.337323e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -33379300.000000 Penalty: 14573.586914
	Iteration 16Q: 3 clusters Score -3.33793e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -33388272.000000 Penalty: 14573.586914
	Iteration 17Q: 3 clusters Score -3.338827e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -33402004.000000 Penalty: 14573.586914
	Iteration 18Q: 3 clusters Score -3.3402e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105678 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -33412236.000000 Penalty: 14573.586914
	Iteration 19Q: 3 clusters Score -3.341224e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -33417160.000000 Penalty: 14573.586914
	Iteration 20F: 3 clusters Score -3.341716e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -33420586.000000 Penalty: 14573.586914
	Iteration 21Q: 3 clusters Score -3.342059e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -33423168.000000 Penalty: 14573.586914
	Iteration 22Q: 3 clusters Score -3.342317e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -33425114.000000 Penalty: 14573.586914
	Iteration 23Q: 3 clusters Score -3.342511e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -33426278.000000 Penalty: 14573.586914
	Iteration 24Q: 3 clusters Score -3.342628e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91571 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -33427048.000000 Penalty: 14573.586914
	Iteration 25Q: 3 clusters Score -3.342705e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -33427294.000000 Penalty: 14573.586914
	Iteration 26Q: 3 clusters Score -3.342729e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -33427594.000000 Penalty: 14573.586914
	Iteration 27Q: 3 clusters Score -3.342759e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -33427720.000000 Penalty: 14573.586914
	Iteration 28Q: 3 clusters Score -3.342772e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -33427734.000000 Penalty: 14573.586914
	Iteration 29Q: 3 clusters Score -3.342773e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -33427830.000000 Penalty: 14573.586914
	Iteration 30Q: 3 clusters Score -3.342783e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -33427754.000000 Penalty: 14573.586914
	Iteration 31Q: 3 clusters Score -3.342775e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -33427774.000000 Penalty: 14573.586914
	Iteration 32Q: 3 clusters Score -3.342777e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -33427814.000000 Penalty: 14573.586914
	Iteration 33Q: 3 clusters Score -3.342781e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -33427818.000000 Penalty: 14573.586914
	Iteration 34Q: 3 clusters Score -3.342782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -33427816.000000 Penalty: 14573.586914
	Iteration 35Q: 3 clusters Score -3.342782e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -33427812.000000 Penalty: 14573.586914
	Iteration 36Q: 3 clusters Score -3.342781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87750 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -33427810.000000 Penalty: 14573.586914
	Iteration 37Q: 3 clusters Score -3.342781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87737 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -33427792.000000 Penalty: 14573.586914
	Iteration 38Q: 3 clusters Score -3.342779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -33427824.000000 Penalty: 14573.586914
	Iteration 39Q: 3 clusters Score -3.342782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -33427840.000000 Penalty: 14573.586914
	Iteration 40F: 3 clusters Score -3.342784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -33427852.000000 Penalty: 14573.586914
	Iteration 41Q: 3 clusters Score -3.342785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -33427840.000000 Penalty: 14573.586914
	Iteration 42Q: 3 clusters Score -3.342784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -33427832.000000 Penalty: 14573.586914
	Iteration 43Q: 3 clusters Score -3.342783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -33427806.000000 Penalty: 14573.586914
	Iteration 44Q: 3 clusters Score -3.342781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -33427804.000000 Penalty: 14573.586914
	Iteration 45Q: 3 clusters Score -3.34278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87615 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -33427790.000000 Penalty: 14573.586914
	Iteration 46Q: 3 clusters Score -3.342779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -33427792.000000 Penalty: 14573.586914
	Iteration 47Q: 3 clusters Score -3.342779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -33427792.000000 Penalty: 14573.586914
	Iteration 48F: 3 clusters Score -3.342779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 7449 members 
Mstep: Class 4 contains 68702 members 
Mstep: Class 5 contains 128028 members 
Mstep: Class 6 contains 68651 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 157435 members 
Mstep: Class 9 contains 57946 members 
Mstep: Class 10 contains 111466 members 
Mstep: Class 11 contains 59184 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 140767 members 
Mstep: Class 14 contains 44135 members 
Mstep: Class 15 contains 71526 members 
Mstep: Class 17 contains 89210 members 
Mstep: Class 18 contains 62173 members 
Mstep: Class 19 contains 16447 members 
Mstep: Class 20 contains 2669 members 
Entering Unmasked Estep 
Score: -272341632.000000 Penalty: 163067.718750
Splitting cluster 1 changes total score from -272304896.000000 to -272341632.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (13383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Entering Unmasked Estep 
Score: -3075657.000000 Penalty: 5819.815918
	Iteration 0F: 2 clusters Score -3075657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3063259.500000 Penalty: 11639.631836
	Iteration 0F: 3 clusters Score -3063260 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3066117.000000 Penalty: 11639.631836
	Iteration 1F: 3 clusters Score -3066117 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3066615.000000 Penalty: 11639.631836
	Iteration 2F: 3 clusters Score -3066615 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3066913.250000 Penalty: 11639.631836
	Iteration 3Q: 3 clusters Score -3066913 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3067111.500000 Penalty: 11639.631836
	Iteration 4Q: 3 clusters Score -3067112 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3067272.250000 Penalty: 11639.631836
	Iteration 5Q: 3 clusters Score -3067272 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3067376.500000 Penalty: 11639.631836
	Iteration 6Q: 3 clusters Score -3067376 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3067466.000000 Penalty: 11639.631836
	Iteration 7Q: 3 clusters Score -3067466 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3067548.000000 Penalty: 11639.631836
	Iteration 8Q: 3 clusters Score -3067548 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3067593.500000 Penalty: 11639.631836
	Iteration 9Q: 3 clusters Score -3067594 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3067648.500000 Penalty: 11639.631836
	Iteration 10Q: 3 clusters Score -3067648 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3067702.500000 Penalty: 11639.631836
	Iteration 11Q: 3 clusters Score -3067702 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3067736.000000 Penalty: 11639.631836
	Iteration 12Q: 3 clusters Score -3067736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3067775.750000 Penalty: 11639.631836
	Iteration 13Q: 3 clusters Score -3067776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3067814.250000 Penalty: 11639.631836
	Iteration 14Q: 3 clusters Score -3067814 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3067839.500000 Penalty: 11639.631836
	Iteration 15Q: 3 clusters Score -3067840 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3067885.500000 Penalty: 11639.631836
	Iteration 16Q: 3 clusters Score -3067886 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3067926.500000 Penalty: 11639.631836
	Iteration 17Q: 3 clusters Score -3067926 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3067978.750000 Penalty: 11639.631836
	Iteration 18Q: 3 clusters Score -3067979 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3068039.250000 Penalty: 11639.631836
	Iteration 19Q: 3 clusters Score -3068039 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3068095.500000 Penalty: 11639.631836
	Iteration 20F: 3 clusters Score -3068096 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3068157.500000 Penalty: 11639.631836
	Iteration 21Q: 3 clusters Score -3068158 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3068217.000000 Penalty: 11639.631836
	Iteration 22Q: 3 clusters Score -3068217 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3068287.000000 Penalty: 11639.631836
	Iteration 23Q: 3 clusters Score -3068287 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3068380.500000 Penalty: 11639.631836
	Iteration 24Q: 3 clusters Score -3068380 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3068471.000000 Penalty: 11639.631836
	Iteration 25Q: 3 clusters Score -3068471 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3068581.750000 Penalty: 11639.631836
	Iteration 26Q: 3 clusters Score -3068582 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3068673.000000 Penalty: 11639.631836
	Iteration 27Q: 3 clusters Score -3068673 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3068782.250000 Penalty: 11639.631836
	Iteration 28Q: 3 clusters Score -3068782 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3068918.750000 Penalty: 11639.631836
	Iteration 29Q: 3 clusters Score -3068919 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3069057.000000 Penalty: 11639.631836
	Iteration 30Q: 3 clusters Score -3069057 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3069183.250000 Penalty: 11639.631836
	Iteration 31Q: 3 clusters Score -3069183 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3069324.500000 Penalty: 11639.631836
	Iteration 32Q: 3 clusters Score -3069324 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3069438.500000 Penalty: 11639.631836
	Iteration 33Q: 3 clusters Score -3069438 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3069548.500000 Penalty: 11639.631836
	Iteration 34Q: 3 clusters Score -3069548 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3069669.750000 Penalty: 11639.631836
	Iteration 35Q: 3 clusters Score -3069670 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3069778.000000 Penalty: 11639.631836
	Iteration 36Q: 3 clusters Score -3069778 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3069872.500000 Penalty: 11639.631836
	Iteration 37Q: 3 clusters Score -3069872 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3069967.750000 Penalty: 11639.631836
	Iteration 38Q: 3 clusters Score -3069968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3070054.000000 Penalty: 11639.631836
	Iteration 39Q: 3 clusters Score -3070054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3070122.750000 Penalty: 11639.631836
	Iteration 40F: 3 clusters Score -3070123 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3070182.000000 Penalty: 11639.631836
	Iteration 41Q: 3 clusters Score -3070182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3070230.500000 Penalty: 11639.631836
	Iteration 42Q: 3 clusters Score -3070230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3070269.500000 Penalty: 11639.631836
	Iteration 43Q: 3 clusters Score -3070270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3070299.250000 Penalty: 11639.631836
	Iteration 44Q: 3 clusters Score -3070299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3070330.500000 Penalty: 11639.631836
	Iteration 45Q: 3 clusters Score -3070330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3070347.000000 Penalty: 11639.631836
	Iteration 46Q: 3 clusters Score -3070347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3070359.750000 Penalty: 11639.631836
	Iteration 47Q: 3 clusters Score -3070360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3070364.750000 Penalty: 11639.631836
	Iteration 48Q: 3 clusters Score -3070365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3070378.500000 Penalty: 11639.631836
	Iteration 49Q: 3 clusters Score -3070378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3070389.750000 Penalty: 11639.631836
	Iteration 50Q: 3 clusters Score -3070390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3070390.750000 Penalty: 11639.631836
	Iteration 51Q: 3 clusters Score -3070391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3070398.250000 Penalty: 11639.631836
	Iteration 52Q: 3 clusters Score -3070398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3070407.500000 Penalty: 11639.631836
	Iteration 53Q: 3 clusters Score -3070408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3070405.750000 Penalty: 11639.631836
	Iteration 54Q: 3 clusters Score -3070406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3070411.500000 Penalty: 11639.631836
	Iteration 55Q: 3 clusters Score -3070412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3070415.250000 Penalty: 11639.631836
	Iteration 56Q: 3 clusters Score -3070415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3070418.250000 Penalty: 11639.631836
	Iteration 57Q: 3 clusters Score -3070418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3070420.250000 Penalty: 11639.631836
	Iteration 58Q: 3 clusters Score -3070420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3070419.250000 Penalty: 11639.631836
	Iteration 59Q: 3 clusters Score -3070419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3070422.250000 Penalty: 11639.631836
	Iteration 60F: 3 clusters Score -3070422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3070424.250000 Penalty: 11639.631836
	Iteration 61Q: 3 clusters Score -3070424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3070425.000000 Penalty: 11639.631836
	Iteration 62Q: 3 clusters Score -3070425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3070425.000000 Penalty: 11639.631836
	Iteration 63F: 3 clusters Score -3070425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Entering Unmasked Estep 
Score: -1614625.875000 Penalty: 5460.949219
	Iteration 0F: 2 clusters Score -1614626 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 3733 members 
Entering Unmasked Estep 
Score: -1606166.375000 Penalty: 10921.898438
	Iteration 0F: 3 clusters Score -1606166 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1608829.250000 Penalty: 10921.898438
	Iteration 1F: 3 clusters Score -1608829 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1612060.000000 Penalty: 10921.898438
	Iteration 2F: 3 clusters Score -1612060 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1615737.625000 Penalty: 10921.898438
	Iteration 3F: 3 clusters Score -1615738 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1617440.250000 Penalty: 10921.898438
	Iteration 4F: 3 clusters Score -1617440 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1617824.125000 Penalty: 10921.898438
	Iteration 5Q: 3 clusters Score -1617824 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1617927.125000 Penalty: 10921.898438
	Iteration 6Q: 3 clusters Score -1617927 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1617971.875000 Penalty: 10921.898438
	Iteration 7Q: 3 clusters Score -1617972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1617993.125000 Penalty: 10921.898438
	Iteration 8Q: 3 clusters Score -1617993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1618004.750000 Penalty: 10921.898438
	Iteration 9Q: 3 clusters Score -1618005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1618010.500000 Penalty: 10921.898438
	Iteration 10Q: 3 clusters Score -1618010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1618020.250000 Penalty: 10921.898438
	Iteration 11Q: 3 clusters Score -1618020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1618021.000000 Penalty: 10921.898438
	Iteration 12Q: 3 clusters Score -1618021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1618023.625000 Penalty: 10921.898438
	Iteration 13Q: 3 clusters Score -1618024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1618024.500000 Penalty: 10921.898438
	Iteration 14Q: 3 clusters Score -1618024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1618024.500000 Penalty: 10921.898438
	Iteration 15F: 3 clusters Score -1618024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 1936 members 
Mstep: Class 4 contains 68702 members 
Mstep: Class 5 contains 128028 members 
Mstep: Class 6 contains 68651 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 157435 members 
Mstep: Class 9 contains 57946 members 
Mstep: Class 10 contains 111466 members 
Mstep: Class 11 contains 59184 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 140767 members 
Mstep: Class 14 contains 44135 members 
Mstep: Class 15 contains 71526 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 89210 members 
Mstep: Class 18 contains 62173 members 
Mstep: Class 19 contains 16447 members 
Mstep: Class 20 contains 2669 members 
Entering Unmasked Estep 
Score: -272341792.000000 Penalty: 171650.234375
Splitting cluster 3 changes total score from -272304896.000000 to -272341792.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (68702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Entering Unmasked Estep 
Score: -15707249.000000 Penalty: 6821.739258
	Iteration 0F: 2 clusters Score -1.570725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -15659387.000000 Penalty: 13643.478516
	Iteration 0F: 3 clusters Score -1.565939e+07 nChanged 30893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -15676147.000000 Penalty: 13643.478516
	Iteration 1F: 3 clusters Score -1.567615e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -15677451.000000 Penalty: 13643.478516
	Iteration 2Q: 3 clusters Score -1.567745e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -15678962.000000 Penalty: 13643.478516
	Iteration 3Q: 3 clusters Score -1.567896e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -15681207.000000 Penalty: 13643.478516
	Iteration 4F: 3 clusters Score -1.568121e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -15685082.000000 Penalty: 13643.478516
	Iteration 5F: 3 clusters Score -1.568508e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -15692267.000000 Penalty: 13643.478516
	Iteration 6F: 3 clusters Score -1.569227e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -15702577.000000 Penalty: 13643.478516
	Iteration 7F: 3 clusters Score -1.570258e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -15711808.000000 Penalty: 13643.478516
	Iteration 8F: 3 clusters Score -1.571181e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -15717267.000000 Penalty: 13643.478516
	Iteration 9F: 3 clusters Score -1.571727e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -15719141.000000 Penalty: 13643.478516
	Iteration 10Q: 3 clusters Score -1.571914e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -15719850.000000 Penalty: 13643.478516
	Iteration 11Q: 3 clusters Score -1.571985e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -15720247.000000 Penalty: 13643.478516
	Iteration 12Q: 3 clusters Score -1.572025e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -15720515.000000 Penalty: 13643.478516
	Iteration 13Q: 3 clusters Score -1.572052e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -15720708.000000 Penalty: 13643.478516
	Iteration 14Q: 3 clusters Score -1.572071e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -15720925.000000 Penalty: 13643.478516
	Iteration 15Q: 3 clusters Score -1.572092e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -15721041.000000 Penalty: 13643.478516
	Iteration 16Q: 3 clusters Score -1.572104e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -15721121.000000 Penalty: 13643.478516
	Iteration 17Q: 3 clusters Score -1.572112e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -15721222.000000 Penalty: 13643.478516
	Iteration 18Q: 3 clusters Score -1.572122e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -15721305.000000 Penalty: 13643.478516
	Iteration 19Q: 3 clusters Score -1.57213e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -15721283.000000 Penalty: 13643.478516
	Iteration 20F: 3 clusters Score -1.572128e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -15721270.000000 Penalty: 13643.478516
	Iteration 21Q: 3 clusters Score -1.572127e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -15721283.000000 Penalty: 13643.478516
	Iteration 22Q: 3 clusters Score -1.572128e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -15721302.000000 Penalty: 13643.478516
	Iteration 23Q: 3 clusters Score -1.57213e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -15721292.000000 Penalty: 13643.478516
	Iteration 24Q: 3 clusters Score -1.572129e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -15721297.000000 Penalty: 13643.478516
	Iteration 25Q: 3 clusters Score -1.57213e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -15721269.000000 Penalty: 13643.478516
	Iteration 26Q: 3 clusters Score -1.572127e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -15721301.000000 Penalty: 13643.478516
	Iteration 27Q: 3 clusters Score -1.57213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -15721314.000000 Penalty: 13643.478516
	Iteration 28Q: 3 clusters Score -1.572131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -15721313.000000 Penalty: 13643.478516
	Iteration 29Q: 3 clusters Score -1.572131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -15721311.000000 Penalty: 13643.478516
	Iteration 30Q: 3 clusters Score -1.572131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -15721325.000000 Penalty: 13643.478516
	Iteration 31Q: 3 clusters Score -1.572132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -15721320.000000 Penalty: 13643.478516
	Iteration 32Q: 3 clusters Score -1.572132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -15721318.000000 Penalty: 13643.478516
	Iteration 33Q: 3 clusters Score -1.572132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -15721316.000000 Penalty: 13643.478516
	Iteration 34Q: 3 clusters Score -1.572132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -15721316.000000 Penalty: 13643.478516
	Iteration 35Q: 3 clusters Score -1.572132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -15721328.000000 Penalty: 13643.478516
	Iteration 36Q: 3 clusters Score -1.572133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -15721336.000000 Penalty: 13643.478516
	Iteration 37Q: 3 clusters Score -1.572134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -15721330.000000 Penalty: 13643.478516
	Iteration 38Q: 3 clusters Score -1.572133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -15721331.000000 Penalty: 13643.478516
	Iteration 39Q: 3 clusters Score -1.572133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -15721325.000000 Penalty: 13643.478516
	Iteration 40F: 3 clusters Score -1.572132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -15721314.000000 Penalty: 13643.478516
	Iteration 41Q: 3 clusters Score -1.572131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -15721313.000000 Penalty: 13643.478516
	Iteration 42Q: 3 clusters Score -1.572131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -15721324.000000 Penalty: 13643.478516
	Iteration 43Q: 3 clusters Score -1.572132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -15721304.000000 Penalty: 13643.478516
	Iteration 44Q: 3 clusters Score -1.57213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -15721316.000000 Penalty: 13643.478516
	Iteration 45Q: 3 clusters Score -1.572132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -15721317.000000 Penalty: 13643.478516
	Iteration 46Q: 3 clusters Score -1.572132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -15721311.000000 Penalty: 13643.478516
	Iteration 47Q: 3 clusters Score -1.572131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -15721311.000000 Penalty: 13643.478516
	Iteration 48F: 3 clusters Score -1.572131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 1936 members 
Mstep: Class 4 contains 35528 members 
Mstep: Class 5 contains 128028 members 
Mstep: Class 6 contains 68651 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 157435 members 
Mstep: Class 9 contains 57946 members 
Mstep: Class 10 contains 111466 members 
Mstep: Class 11 contains 59184 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 140767 members 
Mstep: Class 14 contains 44135 members 
Mstep: Class 15 contains 71526 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 89210 members 
Mstep: Class 18 contains 62173 members 
Mstep: Class 19 contains 16447 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 33174 members 
Entering Unmasked Estep 
Score: -272355680.000000 Penalty: 180232.750000
Splitting cluster 4 changes total score from -272304896.000000 to -272355680.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (128028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128028 members 
Entering Unmasked Estep 
Score: -29359626.000000 Penalty: 7203.002441
	Iteration 0F: 2 clusters Score -2.935963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -29277718.000000 Penalty: 14406.004883
	Iteration 0F: 3 clusters Score -2.927772e+07 nChanged 58819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -29310626.000000 Penalty: 14406.004883
	Iteration 1F: 3 clusters Score -2.931063e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -29312766.000000 Penalty: 14406.004883
	Iteration 2Q: 3 clusters Score -2.931277e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -29315370.000000 Penalty: 14406.004883
	Iteration 3Q: 3 clusters Score -2.931537e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -29318944.000000 Penalty: 14406.004883
	Iteration 4F: 3 clusters Score -2.931894e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -29323568.000000 Penalty: 14406.004883
	Iteration 5F: 3 clusters Score -2.932357e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -29328384.000000 Penalty: 14406.004883
	Iteration 6F: 3 clusters Score -2.932838e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 76553 members 
Entering Unmasked Estep 
Score: -29332634.000000 Penalty: 14406.004883
	Iteration 7F: 3 clusters Score -2.933263e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 80090 members 
Entering Unmasked Estep 
Score: -29335828.000000 Penalty: 14406.004883
	Iteration 8F: 3 clusters Score -2.933583e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -29338092.000000 Penalty: 14406.004883
	Iteration 9Q: 3 clusters Score -2.933809e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -29339696.000000 Penalty: 14406.004883
	Iteration 10Q: 3 clusters Score -2.93397e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -29340980.000000 Penalty: 14406.004883
	Iteration 11Q: 3 clusters Score -2.934098e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 93260 members 
Entering Unmasked Estep 
Score: -29342110.000000 Penalty: 14406.004883
	Iteration 12Q: 3 clusters Score -2.934211e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -29343316.000000 Penalty: 14406.004883
	Iteration 13Q: 3 clusters Score -2.934332e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -29345034.000000 Penalty: 14406.004883
	Iteration 14Q: 3 clusters Score -2.934503e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 102837 members 
Entering Unmasked Estep 
Score: -29346540.000000 Penalty: 14406.004883
	Iteration 15Q: 3 clusters Score -2.934654e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -29348650.000000 Penalty: 14406.004883
	Iteration 16Q: 3 clusters Score -2.934865e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 108915 members 
Entering Unmasked Estep 
Score: -29351530.000000 Penalty: 14406.004883
	Iteration 17Q: 3 clusters Score -2.935153e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -29354664.000000 Penalty: 14406.004883
	Iteration 18Q: 3 clusters Score -2.935466e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 113153 members 
Entering Unmasked Estep 
Score: -29356416.000000 Penalty: 14406.004883
	Iteration 19Q: 3 clusters Score -2.935642e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -29357346.000000 Penalty: 14406.004883
	Iteration 20F: 3 clusters Score -2.935735e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 115525 members 
Entering Unmasked Estep 
Score: -29357770.000000 Penalty: 14406.004883
	Iteration 21Q: 3 clusters Score -2.935777e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 116396 members 
Entering Unmasked Estep 
Score: -29358128.000000 Penalty: 14406.004883
	Iteration 22Q: 3 clusters Score -2.935813e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 117180 members 
Entering Unmasked Estep 
Score: -29358500.000000 Penalty: 14406.004883
	Iteration 23Q: 3 clusters Score -2.93585e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 117852 members 
Entering Unmasked Estep 
Score: -29358754.000000 Penalty: 14406.004883
	Iteration 24Q: 3 clusters Score -2.935875e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 118409 members 
Entering Unmasked Estep 
Score: -29358872.000000 Penalty: 14406.004883
	Iteration 25Q: 3 clusters Score -2.935887e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -29358956.000000 Penalty: 14406.004883
	Iteration 26Q: 3 clusters Score -2.935896e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 119222 members 
Entering Unmasked Estep 
Score: -29359060.000000 Penalty: 14406.004883
	Iteration 27Q: 3 clusters Score -2.935906e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 119549 members 
Entering Unmasked Estep 
Score: -29359182.000000 Penalty: 14406.004883
	Iteration 28Q: 3 clusters Score -2.935918e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 119812 members 
Entering Unmasked Estep 
Score: -29359180.000000 Penalty: 14406.004883
	Iteration 29Q: 3 clusters Score -2.935918e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 120035 members 
Entering Unmasked Estep 
Score: -29359202.000000 Penalty: 14406.004883
	Iteration 30Q: 3 clusters Score -2.93592e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 120219 members 
Entering Unmasked Estep 
Score: -29359194.000000 Penalty: 14406.004883
	Iteration 31Q: 3 clusters Score -2.935919e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 120387 members 
Entering Unmasked Estep 
Score: -29359216.000000 Penalty: 14406.004883
	Iteration 32Q: 3 clusters Score -2.935922e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 120526 members 
Entering Unmasked Estep 
Score: -29359202.000000 Penalty: 14406.004883
	Iteration 33Q: 3 clusters Score -2.93592e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 120648 members 
Entering Unmasked Estep 
Score: -29359226.000000 Penalty: 14406.004883
	Iteration 34Q: 3 clusters Score -2.935923e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -29359202.000000 Penalty: 14406.004883
	Iteration 35Q: 3 clusters Score -2.93592e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 120858 members 
Entering Unmasked Estep 
Score: -29359184.000000 Penalty: 14406.004883
	Iteration 36Q: 3 clusters Score -2.935918e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 120953 members 
Entering Unmasked Estep 
Score: -29359246.000000 Penalty: 14406.004883
	Iteration 37Q: 3 clusters Score -2.935925e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 121032 members 
Entering Unmasked Estep 
Score: -29359224.000000 Penalty: 14406.004883
	Iteration 38Q: 3 clusters Score -2.935922e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 121102 members 
Entering Unmasked Estep 
Score: -29359246.000000 Penalty: 14406.004883
	Iteration 39Q: 3 clusters Score -2.935925e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 121176 members 
Entering Unmasked Estep 
Score: -29359226.000000 Penalty: 14406.004883
	Iteration 40F: 3 clusters Score -2.935923e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 121242 members 
Entering Unmasked Estep 
Score: -29359194.000000 Penalty: 14406.004883
	Iteration 41Q: 3 clusters Score -2.935919e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 121296 members 
Entering Unmasked Estep 
Score: -29359194.000000 Penalty: 14406.004883
	Iteration 42Q: 3 clusters Score -2.935919e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -29359198.000000 Penalty: 14406.004883
	Iteration 43Q: 3 clusters Score -2.93592e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 121413 members 
Entering Unmasked Estep 
Score: -29359130.000000 Penalty: 14406.004883
	Iteration 44Q: 3 clusters Score -2.935913e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 121455 members 
Entering Unmasked Estep 
Score: -29359168.000000 Penalty: 14406.004883
	Iteration 45Q: 3 clusters Score -2.935917e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -29359182.000000 Penalty: 14406.004883
	Iteration 46Q: 3 clusters Score -2.935918e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 121552 members 
Entering Unmasked Estep 
Score: -29359210.000000 Penalty: 14406.004883
	Iteration 47Q: 3 clusters Score -2.935921e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -29359176.000000 Penalty: 14406.004883
	Iteration 48Q: 3 clusters Score -2.935918e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 121643 members 
Entering Unmasked Estep 
Score: -29359148.000000 Penalty: 14406.004883
	Iteration 49Q: 3 clusters Score -2.935915e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 121683 members 
Entering Unmasked Estep 
Score: -29359140.000000 Penalty: 14406.004883
	Iteration 50Q: 3 clusters Score -2.935914e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 121708 members 
Entering Unmasked Estep 
Score: -29359182.000000 Penalty: 14406.004883
	Iteration 51Q: 3 clusters Score -2.935918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 121725 members 
Entering Unmasked Estep 
Score: -29359156.000000 Penalty: 14406.004883
	Iteration 52Q: 3 clusters Score -2.935916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 121740 members 
Entering Unmasked Estep 
Score: -29359166.000000 Penalty: 14406.004883
	Iteration 53Q: 3 clusters Score -2.935917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 121751 members 
Entering Unmasked Estep 
Score: -29359186.000000 Penalty: 14406.004883
	Iteration 54Q: 3 clusters Score -2.935919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 121756 members 
Entering Unmasked Estep 
Score: -29359200.000000 Penalty: 14406.004883
	Iteration 55Q: 3 clusters Score -2.93592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 121762 members 
Entering Unmasked Estep 
Score: -29359174.000000 Penalty: 14406.004883
	Iteration 56Q: 3 clusters Score -2.935917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 121768 members 
Entering Unmasked Estep 
Score: -29359188.000000 Penalty: 14406.004883
	Iteration 57Q: 3 clusters Score -2.935919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 121772 members 
Entering Unmasked Estep 
Score: -29359186.000000 Penalty: 14406.004883
	Iteration 58Q: 3 clusters Score -2.935919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 121774 members 
Entering Unmasked Estep 
Score: -29359178.000000 Penalty: 14406.004883
	Iteration 59Q: 3 clusters Score -2.935918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 121776 members 
Entering Unmasked Estep 
Score: -29359166.000000 Penalty: 14406.004883
	Iteration 60F: 3 clusters Score -2.935917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 121778 members 
Entering Unmasked Estep 
Score: -29359156.000000 Penalty: 14406.004883
	Iteration 61Q: 3 clusters Score -2.935916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 121778 members 
Entering Unmasked Estep 
Score: -29359156.000000 Penalty: 14406.004883
	Iteration 62F: 3 clusters Score -2.935916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (68651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Entering Unmasked Estep 
Score: -15696893.000000 Penalty: 6821.284668
	Iteration 0F: 2 clusters Score -1.569689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -15649362.000000 Penalty: 13642.569336
	Iteration 0F: 3 clusters Score -1.564936e+07 nChanged 30573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -15665919.000000 Penalty: 13642.569336
	Iteration 1F: 3 clusters Score -1.566592e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -15667031.000000 Penalty: 13642.569336
	Iteration 2Q: 3 clusters Score -1.566703e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -15668059.000000 Penalty: 13642.569336
	Iteration 3Q: 3 clusters Score -1.566806e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -15669089.000000 Penalty: 13642.569336
	Iteration 4Q: 3 clusters Score -1.566909e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -15670233.000000 Penalty: 13642.569336
	Iteration 5Q: 3 clusters Score -1.567023e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -15671261.000000 Penalty: 13642.569336
	Iteration 6Q: 3 clusters Score -1.567126e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -15672693.000000 Penalty: 13642.569336
	Iteration 7Q: 3 clusters Score -1.567269e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -15674289.000000 Penalty: 13642.569336
	Iteration 8Q: 3 clusters Score -1.567429e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -15676434.000000 Penalty: 13642.569336
	Iteration 9F: 3 clusters Score -1.567643e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -15679300.000000 Penalty: 13642.569336
	Iteration 10F: 3 clusters Score -1.56793e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -15682867.000000 Penalty: 13642.569336
	Iteration 11F: 3 clusters Score -1.568287e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -15686169.000000 Penalty: 13642.569336
	Iteration 12Q: 3 clusters Score -1.568617e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -15688349.000000 Penalty: 13642.569336
	Iteration 13Q: 3 clusters Score -1.568835e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -15689705.000000 Penalty: 13642.569336
	Iteration 14Q: 3 clusters Score -1.56897e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -15690574.000000 Penalty: 13642.569336
	Iteration 15Q: 3 clusters Score -1.569057e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -15691118.000000 Penalty: 13642.569336
	Iteration 16Q: 3 clusters Score -1.569112e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -15691476.000000 Penalty: 13642.569336
	Iteration 17Q: 3 clusters Score -1.569148e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -15691829.000000 Penalty: 13642.569336
	Iteration 18Q: 3 clusters Score -1.569183e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -15692084.000000 Penalty: 13642.569336
	Iteration 19Q: 3 clusters Score -1.569208e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -15692349.000000 Penalty: 13642.569336
	Iteration 20F: 3 clusters Score -1.569235e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -15692539.000000 Penalty: 13642.569336
	Iteration 21Q: 3 clusters Score -1.569254e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -15692603.000000 Penalty: 13642.569336
	Iteration 22Q: 3 clusters Score -1.56926e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -15692715.000000 Penalty: 13642.569336
	Iteration 23Q: 3 clusters Score -1.569272e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -15692820.000000 Penalty: 13642.569336
	Iteration 24Q: 3 clusters Score -1.569282e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -15692956.000000 Penalty: 13642.569336
	Iteration 25Q: 3 clusters Score -1.569296e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -15693047.000000 Penalty: 13642.569336
	Iteration 26Q: 3 clusters Score -1.569305e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -15693074.000000 Penalty: 13642.569336
	Iteration 27Q: 3 clusters Score -1.569307e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -15693124.000000 Penalty: 13642.569336
	Iteration 28Q: 3 clusters Score -1.569312e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -15693155.000000 Penalty: 13642.569336
	Iteration 29Q: 3 clusters Score -1.569316e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -15693189.000000 Penalty: 13642.569336
	Iteration 30Q: 3 clusters Score -1.569319e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -15693206.000000 Penalty: 13642.569336
	Iteration 31Q: 3 clusters Score -1.569321e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -15693202.000000 Penalty: 13642.569336
	Iteration 32Q: 3 clusters Score -1.56932e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -15693229.000000 Penalty: 13642.569336
	Iteration 33Q: 3 clusters Score -1.569323e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -15693241.000000 Penalty: 13642.569336
	Iteration 34Q: 3 clusters Score -1.569324e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -15693248.000000 Penalty: 13642.569336
	Iteration 35Q: 3 clusters Score -1.569325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -15693255.000000 Penalty: 13642.569336
	Iteration 36Q: 3 clusters Score -1.569326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -15693268.000000 Penalty: 13642.569336
	Iteration 37Q: 3 clusters Score -1.569327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -15693293.000000 Penalty: 13642.569336
	Iteration 38Q: 3 clusters Score -1.569329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -15693288.000000 Penalty: 13642.569336
	Iteration 39Q: 3 clusters Score -1.569329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -15693303.000000 Penalty: 13642.569336
	Iteration 40F: 3 clusters Score -1.56933e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -15693279.000000 Penalty: 13642.569336
	Iteration 41Q: 3 clusters Score -1.569328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -15693298.000000 Penalty: 13642.569336
	Iteration 42Q: 3 clusters Score -1.56933e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -15693294.000000 Penalty: 13642.569336
	Iteration 43Q: 3 clusters Score -1.569329e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -15693303.000000 Penalty: 13642.569336
	Iteration 44Q: 3 clusters Score -1.56933e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -15693314.000000 Penalty: 13642.569336
	Iteration 45Q: 3 clusters Score -1.569331e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -15693321.000000 Penalty: 13642.569336
	Iteration 46Q: 3 clusters Score -1.569332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -15693334.000000 Penalty: 13642.569336
	Iteration 47Q: 3 clusters Score -1.569333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -15693348.000000 Penalty: 13642.569336
	Iteration 48Q: 3 clusters Score -1.569335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -15693342.000000 Penalty: 13642.569336
	Iteration 49Q: 3 clusters Score -1.569334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -15693330.000000 Penalty: 13642.569336
	Iteration 50Q: 3 clusters Score -1.569333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -15693328.000000 Penalty: 13642.569336
	Iteration 51Q: 3 clusters Score -1.569333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -15693306.000000 Penalty: 13642.569336
	Iteration 52Q: 3 clusters Score -1.569331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -15693313.000000 Penalty: 13642.569336
	Iteration 53Q: 3 clusters Score -1.569331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -15693309.000000 Penalty: 13642.569336
	Iteration 54Q: 3 clusters Score -1.569331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -15693316.000000 Penalty: 13642.569336
	Iteration 55Q: 3 clusters Score -1.569332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -15693316.000000 Penalty: 13642.569336
	Iteration 56Q: 3 clusters Score -1.569332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -15693310.000000 Penalty: 13642.569336
	Iteration 57Q: 3 clusters Score -1.569331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -15693320.000000 Penalty: 13642.569336
	Iteration 58Q: 3 clusters Score -1.569332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -15693338.000000 Penalty: 13642.569336
	Iteration 59Q: 3 clusters Score -1.569334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -15693331.000000 Penalty: 13642.569336
	Iteration 60F: 3 clusters Score -1.569333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -15693331.000000 Penalty: 13642.569336
	Iteration 61Q: 3 clusters Score -1.569333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -15693334.000000 Penalty: 13642.569336
	Iteration 62Q: 3 clusters Score -1.569333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -15693337.000000 Penalty: 13642.569336
	Iteration 63Q: 3 clusters Score -1.569334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -15693337.000000 Penalty: 13642.569336
	Iteration 64Q: 3 clusters Score -1.569334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -15693356.000000 Penalty: 13642.569336
	Iteration 65Q: 3 clusters Score -1.569336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -15693356.000000 Penalty: 13642.569336
	Iteration 66F: 3 clusters Score -1.569336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Entering Unmasked Estep 
Score: -3331534.000000 Penalty: 5892.085449
	Iteration 0F: 2 clusters Score -3331534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3318061.250000 Penalty: 11784.170898
	Iteration 0F: 3 clusters Score -3318061 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3321346.500000 Penalty: 11784.170898
	Iteration 1F: 3 clusters Score -3321346 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3321915.000000 Penalty: 11784.170898
	Iteration 2F: 3 clusters Score -3321915 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3322280.500000 Penalty: 11784.170898
	Iteration 3F: 3 clusters Score -3322280 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3322571.500000 Penalty: 11784.170898
	Iteration 4Q: 3 clusters Score -3322572 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3322826.000000 Penalty: 11784.170898
	Iteration 5Q: 3 clusters Score -3322826 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3323046.500000 Penalty: 11784.170898
	Iteration 6Q: 3 clusters Score -3323046 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -3323285.750000 Penalty: 11784.170898
	Iteration 7Q: 3 clusters Score -3323286 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3323485.250000 Penalty: 11784.170898
	Iteration 8Q: 3 clusters Score -3323485 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3323660.500000 Penalty: 11784.170898
	Iteration 9Q: 3 clusters Score -3323660 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3323871.500000 Penalty: 11784.170898
	Iteration 10Q: 3 clusters Score -3323872 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3324101.250000 Penalty: 11784.170898
	Iteration 11Q: 3 clusters Score -3324101 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3324365.750000 Penalty: 11784.170898
	Iteration 12Q: 3 clusters Score -3324366 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3324654.750000 Penalty: 11784.170898
	Iteration 13Q: 3 clusters Score -3324655 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3324947.750000 Penalty: 11784.170898
	Iteration 14Q: 3 clusters Score -3324948 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3325239.750000 Penalty: 11784.170898
	Iteration 15Q: 3 clusters Score -3325240 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3325522.750000 Penalty: 11784.170898
	Iteration 16Q: 3 clusters Score -3325523 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3325806.750000 Penalty: 11784.170898
	Iteration 17Q: 3 clusters Score -3325807 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3326057.500000 Penalty: 11784.170898
	Iteration 18Q: 3 clusters Score -3326058 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3326286.250000 Penalty: 11784.170898
	Iteration 19Q: 3 clusters Score -3326286 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3326451.500000 Penalty: 11784.170898
	Iteration 20F: 3 clusters Score -3326452 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3326592.000000 Penalty: 11784.170898
	Iteration 21Q: 3 clusters Score -3326592 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3326696.000000 Penalty: 11784.170898
	Iteration 22Q: 3 clusters Score -3326696 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3326765.250000 Penalty: 11784.170898
	Iteration 23Q: 3 clusters Score -3326765 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3326853.750000 Penalty: 11784.170898
	Iteration 24Q: 3 clusters Score -3326854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3326914.000000 Penalty: 11784.170898
	Iteration 25Q: 3 clusters Score -3326914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3326967.250000 Penalty: 11784.170898
	Iteration 26Q: 3 clusters Score -3326967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3327012.000000 Penalty: 11784.170898
	Iteration 27Q: 3 clusters Score -3327012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3327061.250000 Penalty: 11784.170898
	Iteration 28Q: 3 clusters Score -3327061 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3327106.750000 Penalty: 11784.170898
	Iteration 29Q: 3 clusters Score -3327107 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3327141.500000 Penalty: 11784.170898
	Iteration 30Q: 3 clusters Score -3327142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3327170.750000 Penalty: 11784.170898
	Iteration 31Q: 3 clusters Score -3327171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3327198.750000 Penalty: 11784.170898
	Iteration 32Q: 3 clusters Score -3327199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3327229.000000 Penalty: 11784.170898
	Iteration 33Q: 3 clusters Score -3327229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3327246.000000 Penalty: 11784.170898
	Iteration 34Q: 3 clusters Score -3327246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3327262.000000 Penalty: 11784.170898
	Iteration 35Q: 3 clusters Score -3327262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3327274.500000 Penalty: 11784.170898
	Iteration 36Q: 3 clusters Score -3327274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3327292.500000 Penalty: 11784.170898
	Iteration 37Q: 3 clusters Score -3327292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3327303.000000 Penalty: 11784.170898
	Iteration 38Q: 3 clusters Score -3327303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3327310.250000 Penalty: 11784.170898
	Iteration 39Q: 3 clusters Score -3327310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3327313.000000 Penalty: 11784.170898
	Iteration 40F: 3 clusters Score -3327313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3327320.500000 Penalty: 11784.170898
	Iteration 41Q: 3 clusters Score -3327320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3327320.500000 Penalty: 11784.170898
	Iteration 42Q: 3 clusters Score -3327320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3327329.500000 Penalty: 11784.170898
	Iteration 43Q: 3 clusters Score -3327330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3327334.250000 Penalty: 11784.170898
	Iteration 44Q: 3 clusters Score -3327334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3327338.250000 Penalty: 11784.170898
	Iteration 45Q: 3 clusters Score -3327338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3327346.750000 Penalty: 11784.170898
	Iteration 46Q: 3 clusters Score -3327347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3327347.250000 Penalty: 11784.170898
	Iteration 47Q: 3 clusters Score -3327347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3327345.750000 Penalty: 11784.170898
	Iteration 48Q: 3 clusters Score -3327346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3327351.500000 Penalty: 11784.170898
	Iteration 49Q: 3 clusters Score -3327352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3327349.250000 Penalty: 11784.170898
	Iteration 50Q: 3 clusters Score -3327349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3327352.250000 Penalty: 11784.170898
	Iteration 51Q: 3 clusters Score -3327352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3327354.750000 Penalty: 11784.170898
	Iteration 52Q: 3 clusters Score -3327355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3327355.750000 Penalty: 11784.170898
	Iteration 53Q: 3 clusters Score -3327356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3327357.250000 Penalty: 11784.170898
	Iteration 54Q: 3 clusters Score -3327357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3327357.250000 Penalty: 11784.170898
	Iteration 55F: 3 clusters Score -3327357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (157435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157435 members 
Entering Unmasked Estep 
Score: -35905396.000000 Penalty: 7329.645508
	Iteration 0F: 2 clusters Score -3.59054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -35818828.000000 Penalty: 14659.291016
	Iteration 0F: 3 clusters Score -3.581883e+07 nChanged 73429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -35860780.000000 Penalty: 14659.291016
	Iteration 1F: 3 clusters Score -3.586078e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 83664 members 
Entering Unmasked Estep 
Score: -35862440.000000 Penalty: 14659.291016
	Iteration 2Q: 3 clusters Score -3.586244e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -35864868.000000 Penalty: 14659.291016
	Iteration 3Q: 3 clusters Score -3.586487e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 89950 members 
Entering Unmasked Estep 
Score: -35867900.000000 Penalty: 14659.291016
	Iteration 4Q: 3 clusters Score -3.58679e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 94738 members 
Entering Unmasked Estep 
Score: -35872584.000000 Penalty: 14659.291016
	Iteration 5F: 3 clusters Score -3.587258e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 100352 members 
Entering Unmasked Estep 
Score: -35878404.000000 Penalty: 14659.291016
	Iteration 6F: 3 clusters Score -3.58784e+07 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 106093 members 
Entering Unmasked Estep 
Score: -35884076.000000 Penalty: 14659.291016
	Iteration 7F: 3 clusters Score -3.588408e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 111350 members 
Entering Unmasked Estep 
Score: -35889796.000000 Penalty: 14659.291016
	Iteration 8F: 3 clusters Score -3.58898e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 116158 members 
Entering Unmasked Estep 
Score: -35895124.000000 Penalty: 14659.291016
	Iteration 9F: 3 clusters Score -3.589512e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 120269 members 
Entering Unmasked Estep 
Score: -35898580.000000 Penalty: 14659.291016
	Iteration 10Q: 3 clusters Score -3.589858e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 123464 members 
Entering Unmasked Estep 
Score: -35900704.000000 Penalty: 14659.291016
	Iteration 11Q: 3 clusters Score -3.59007e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 126076 members 
Entering Unmasked Estep 
Score: -35901996.000000 Penalty: 14659.291016
	Iteration 12Q: 3 clusters Score -3.5902e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 128286 members 
Entering Unmasked Estep 
Score: -35902700.000000 Penalty: 14659.291016
	Iteration 13Q: 3 clusters Score -3.59027e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 130214 members 
Entering Unmasked Estep 
Score: -35903380.000000 Penalty: 14659.291016
	Iteration 14Q: 3 clusters Score -3.590338e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 131840 members 
Entering Unmasked Estep 
Score: -35903804.000000 Penalty: 14659.291016
	Iteration 15Q: 3 clusters Score -3.59038e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 133270 members 
Entering Unmasked Estep 
Score: -35904128.000000 Penalty: 14659.291016
	Iteration 16Q: 3 clusters Score -3.590413e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -35904288.000000 Penalty: 14659.291016
	Iteration 17Q: 3 clusters Score -3.590429e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 135688 members 
Entering Unmasked Estep 
Score: -35904352.000000 Penalty: 14659.291016
	Iteration 18Q: 3 clusters Score -3.590435e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 136708 members 
Entering Unmasked Estep 
Score: -35904596.000000 Penalty: 14659.291016
	Iteration 19Q: 3 clusters Score -3.59046e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 137633 members 
Entering Unmasked Estep 
Score: -35904632.000000 Penalty: 14659.291016
	Iteration 20F: 3 clusters Score -3.590463e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 138397 members 
Entering Unmasked Estep 
Score: -35904772.000000 Penalty: 14659.291016
	Iteration 21Q: 3 clusters Score -3.590477e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 139091 members 
Entering Unmasked Estep 
Score: -35904860.000000 Penalty: 14659.291016
	Iteration 22Q: 3 clusters Score -3.590486e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 139672 members 
Entering Unmasked Estep 
Score: -35904912.000000 Penalty: 14659.291016
	Iteration 23Q: 3 clusters Score -3.590491e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 140225 members 
Entering Unmasked Estep 
Score: -35904984.000000 Penalty: 14659.291016
	Iteration 24Q: 3 clusters Score -3.590498e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 140701 members 
Entering Unmasked Estep 
Score: -35905004.000000 Penalty: 14659.291016
	Iteration 25Q: 3 clusters Score -3.5905e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 141077 members 
Entering Unmasked Estep 
Score: -35904968.000000 Penalty: 14659.291016
	Iteration 26Q: 3 clusters Score -3.590497e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 141418 members 
Entering Unmasked Estep 
Score: -35905068.000000 Penalty: 14659.291016
	Iteration 27Q: 3 clusters Score -3.590507e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 141737 members 
Entering Unmasked Estep 
Score: -35905116.000000 Penalty: 14659.291016
	Iteration 28Q: 3 clusters Score -3.590512e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 142062 members 
Entering Unmasked Estep 
Score: -35905244.000000 Penalty: 14659.291016
	Iteration 29Q: 3 clusters Score -3.590524e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 142359 members 
Entering Unmasked Estep 
Score: -35905224.000000 Penalty: 14659.291016
	Iteration 30Q: 3 clusters Score -3.590522e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -35905136.000000 Penalty: 14659.291016
	Iteration 31Q: 3 clusters Score -3.590514e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 142891 members 
Entering Unmasked Estep 
Score: -35905104.000000 Penalty: 14659.291016
	Iteration 32Q: 3 clusters Score -3.59051e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 143118 members 
Entering Unmasked Estep 
Score: -35905112.000000 Penalty: 14659.291016
	Iteration 33Q: 3 clusters Score -3.590511e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 143324 members 
Entering Unmasked Estep 
Score: -35905128.000000 Penalty: 14659.291016
	Iteration 34Q: 3 clusters Score -3.590513e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 143542 members 
Entering Unmasked Estep 
Score: -35905152.000000 Penalty: 14659.291016
	Iteration 35Q: 3 clusters Score -3.590515e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 143762 members 
Entering Unmasked Estep 
Score: -35905156.000000 Penalty: 14659.291016
	Iteration 36Q: 3 clusters Score -3.590516e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 143932 members 
Entering Unmasked Estep 
Score: -35905108.000000 Penalty: 14659.291016
	Iteration 37Q: 3 clusters Score -3.590511e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 144093 members 
Entering Unmasked Estep 
Score: -35905112.000000 Penalty: 14659.291016
	Iteration 38Q: 3 clusters Score -3.590511e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -35905080.000000 Penalty: 14659.291016
	Iteration 39Q: 3 clusters Score -3.590508e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -35905056.000000 Penalty: 14659.291016
	Iteration 40F: 3 clusters Score -3.590506e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -35905164.000000 Penalty: 14659.291016
	Iteration 41Q: 3 clusters Score -3.590516e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 144643 members 
Entering Unmasked Estep 
Score: -35905180.000000 Penalty: 14659.291016
	Iteration 42Q: 3 clusters Score -3.590518e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 144754 members 
Entering Unmasked Estep 
Score: -35905204.000000 Penalty: 14659.291016
	Iteration 43Q: 3 clusters Score -3.59052e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 144857 members 
Entering Unmasked Estep 
Score: -35905172.000000 Penalty: 14659.291016
	Iteration 44Q: 3 clusters Score -3.590517e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 144955 members 
Entering Unmasked Estep 
Score: -35905172.000000 Penalty: 14659.291016
	Iteration 45Q: 3 clusters Score -3.590517e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 145038 members 
Entering Unmasked Estep 
Score: -35905132.000000 Penalty: 14659.291016
	Iteration 46Q: 3 clusters Score -3.590513e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 145100 members 
Entering Unmasked Estep 
Score: -35905176.000000 Penalty: 14659.291016
	Iteration 47Q: 3 clusters Score -3.590518e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 145157 members 
Entering Unmasked Estep 
Score: -35905200.000000 Penalty: 14659.291016
	Iteration 48Q: 3 clusters Score -3.59052e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 145225 members 
Entering Unmasked Estep 
Score: -35905188.000000 Penalty: 14659.291016
	Iteration 49Q: 3 clusters Score -3.590519e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 145282 members 
Entering Unmasked Estep 
Score: -35905168.000000 Penalty: 14659.291016
	Iteration 50Q: 3 clusters Score -3.590517e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 145329 members 
Entering Unmasked Estep 
Score: -35905120.000000 Penalty: 14659.291016
	Iteration 51Q: 3 clusters Score -3.590512e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 145365 members 
Entering Unmasked Estep 
Score: -35905140.000000 Penalty: 14659.291016
	Iteration 52Q: 3 clusters Score -3.590514e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 145407 members 
Entering Unmasked Estep 
Score: -35905124.000000 Penalty: 14659.291016
	Iteration 53Q: 3 clusters Score -3.590512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 145451 members 
Entering Unmasked Estep 
Score: -35905136.000000 Penalty: 14659.291016
	Iteration 54Q: 3 clusters Score -3.590514e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 145491 members 
Entering Unmasked Estep 
Score: -35905128.000000 Penalty: 14659.291016
	Iteration 55Q: 3 clusters Score -3.590513e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 145521 members 
Entering Unmasked Estep 
Score: -35905136.000000 Penalty: 14659.291016
	Iteration 56Q: 3 clusters Score -3.590514e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 145551 members 
Entering Unmasked Estep 
Score: -35905096.000000 Penalty: 14659.291016
	Iteration 57Q: 3 clusters Score -3.59051e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 145578 members 
Entering Unmasked Estep 
Score: -35905068.000000 Penalty: 14659.291016
	Iteration 58Q: 3 clusters Score -3.590507e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 145605 members 
Entering Unmasked Estep 
Score: -35905064.000000 Penalty: 14659.291016
	Iteration 59Q: 3 clusters Score -3.590506e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 145639 members 
Entering Unmasked Estep 
Score: -35905084.000000 Penalty: 14659.291016
	Iteration 60F: 3 clusters Score -3.590508e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 145670 members 
Entering Unmasked Estep 
Score: -35905092.000000 Penalty: 14659.291016
	Iteration 61Q: 3 clusters Score -3.590509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -35905060.000000 Penalty: 14659.291016
	Iteration 62Q: 3 clusters Score -3.590506e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 145726 members 
Entering Unmasked Estep 
Score: -35905048.000000 Penalty: 14659.291016
	Iteration 63Q: 3 clusters Score -3.590505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 145748 members 
Entering Unmasked Estep 
Score: -35905020.000000 Penalty: 14659.291016
	Iteration 64Q: 3 clusters Score -3.590502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
Score: -35905064.000000 Penalty: 14659.291016
	Iteration 65Q: 3 clusters Score -3.590506e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 145790 members 
Entering Unmasked Estep 
Score: -35905060.000000 Penalty: 14659.291016
	Iteration 66Q: 3 clusters Score -3.590506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 145802 members 
Entering Unmasked Estep 
Score: -35905036.000000 Penalty: 14659.291016
	Iteration 67Q: 3 clusters Score -3.590504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 145807 members 
Entering Unmasked Estep 
Score: -35905044.000000 Penalty: 14659.291016
	Iteration 68Q: 3 clusters Score -3.590504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 145814 members 
Entering Unmasked Estep 
Score: -35905036.000000 Penalty: 14659.291016
	Iteration 69Q: 3 clusters Score -3.590504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 145816 members 
Entering Unmasked Estep 
Score: -35905036.000000 Penalty: 14659.291016
	Iteration 70Q: 3 clusters Score -3.590504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -35905028.000000 Penalty: 14659.291016
	Iteration 71Q: 3 clusters Score -3.590503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 145829 members 
Entering Unmasked Estep 
Score: -35905032.000000 Penalty: 14659.291016
	Iteration 72Q: 3 clusters Score -3.590503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
Score: -35905044.000000 Penalty: 14659.291016
	Iteration 73Q: 3 clusters Score -3.590504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
Score: -35905044.000000 Penalty: 14659.291016
	Iteration 74Q: 3 clusters Score -3.590504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
Score: -35905044.000000 Penalty: 14659.291016
	Iteration 75Q: 3 clusters Score -3.590504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -35905012.000000 Penalty: 14659.291016
	Iteration 76Q: 3 clusters Score -3.590501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 145846 members 
Entering Unmasked Estep 
Score: -35904988.000000 Penalty: 14659.291016
	Iteration 77Q: 3 clusters Score -3.590499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 145853 members 
Entering Unmasked Estep 
Score: -35904992.000000 Penalty: 14659.291016
	Iteration 78Q: 3 clusters Score -3.590499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 145855 members 
Entering Unmasked Estep 
Score: -35904980.000000 Penalty: 14659.291016
	Iteration 79Q: 3 clusters Score -3.590498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -35904984.000000 Penalty: 14659.291016
	Iteration 80F: 3 clusters Score -3.590498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 145859 members 
Entering Unmasked Estep 
Score: -35904992.000000 Penalty: 14659.291016
	Iteration 81Q: 3 clusters Score -3.590499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 145859 members 
Entering Unmasked Estep 
Score: -35904992.000000 Penalty: 14659.291016
	Iteration 82Q: 3 clusters Score -3.590499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 145860 members 
Entering Unmasked Estep 
Score: -35905000.000000 Penalty: 14659.291016
	Iteration 83Q: 3 clusters Score -3.5905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 145861 members 
Entering Unmasked Estep 
Score: -35905000.000000 Penalty: 14659.291016
	Iteration 84Q: 3 clusters Score -3.5905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 145862 members 
Entering Unmasked Estep 
Score: -35904988.000000 Penalty: 14659.291016
	Iteration 85Q: 3 clusters Score -3.590499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 145862 members 
Entering Unmasked Estep 
Score: -35904988.000000 Penalty: 14659.291016
	Iteration 86F: 3 clusters Score -3.590499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (57946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Entering Unmasked Estep 
Score: -13247201.000000 Penalty: 6717.451172
	Iteration 0F: 2 clusters Score -1.32472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -13206381.000000 Penalty: 13434.902344
	Iteration 0F: 3 clusters Score -1.320638e+07 nChanged 25650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -13220237.000000 Penalty: 13434.902344
	Iteration 1F: 3 clusters Score -1.322024e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -13221131.000000 Penalty: 13434.902344
	Iteration 2Q: 3 clusters Score -1.322113e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -13221914.000000 Penalty: 13434.902344
	Iteration 3Q: 3 clusters Score -1.322191e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -13222569.000000 Penalty: 13434.902344
	Iteration 4Q: 3 clusters Score -1.322257e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -13223453.000000 Penalty: 13434.902344
	Iteration 5Q: 3 clusters Score -1.322345e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -13224447.000000 Penalty: 13434.902344
	Iteration 6Q: 3 clusters Score -1.322445e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -13225893.000000 Penalty: 13434.902344
	Iteration 7Q: 3 clusters Score -1.322589e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -13227959.000000 Penalty: 13434.902344
	Iteration 8F: 3 clusters Score -1.322796e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -13230777.000000 Penalty: 13434.902344
	Iteration 9F: 3 clusters Score -1.323078e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -13233792.000000 Penalty: 13434.902344
	Iteration 10F: 3 clusters Score -1.323379e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -13236393.000000 Penalty: 13434.902344
	Iteration 11Q: 3 clusters Score -1.323639e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -13237933.000000 Penalty: 13434.902344
	Iteration 12Q: 3 clusters Score -1.323793e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -13238958.000000 Penalty: 13434.902344
	Iteration 13Q: 3 clusters Score -1.323896e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -13239612.000000 Penalty: 13434.902344
	Iteration 14Q: 3 clusters Score -1.323961e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -13240013.000000 Penalty: 13434.902344
	Iteration 15Q: 3 clusters Score -1.324001e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -13240359.000000 Penalty: 13434.902344
	Iteration 16Q: 3 clusters Score -1.324036e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -13240622.000000 Penalty: 13434.902344
	Iteration 17Q: 3 clusters Score -1.324062e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -13240790.000000 Penalty: 13434.902344
	Iteration 18Q: 3 clusters Score -1.324079e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13240914.000000 Penalty: 13434.902344
	Iteration 19Q: 3 clusters Score -1.324091e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -13241013.000000 Penalty: 13434.902344
	Iteration 20F: 3 clusters Score -1.324101e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -13241115.000000 Penalty: 13434.902344
	Iteration 21Q: 3 clusters Score -1.324112e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -13241194.000000 Penalty: 13434.902344
	Iteration 22Q: 3 clusters Score -1.324119e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -13241247.000000 Penalty: 13434.902344
	Iteration 23Q: 3 clusters Score -1.324125e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13241290.000000 Penalty: 13434.902344
	Iteration 24Q: 3 clusters Score -1.324129e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -13241324.000000 Penalty: 13434.902344
	Iteration 25Q: 3 clusters Score -1.324132e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -13241363.000000 Penalty: 13434.902344
	Iteration 26Q: 3 clusters Score -1.324136e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -13241378.000000 Penalty: 13434.902344
	Iteration 27Q: 3 clusters Score -1.324138e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -13241397.000000 Penalty: 13434.902344
	Iteration 28Q: 3 clusters Score -1.32414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -13241412.000000 Penalty: 13434.902344
	Iteration 29Q: 3 clusters Score -1.324141e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -13241418.000000 Penalty: 13434.902344
	Iteration 30Q: 3 clusters Score -1.324142e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -13241434.000000 Penalty: 13434.902344
	Iteration 31Q: 3 clusters Score -1.324143e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -13241468.000000 Penalty: 13434.902344
	Iteration 32Q: 3 clusters Score -1.324147e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -13241478.000000 Penalty: 13434.902344
	Iteration 33Q: 3 clusters Score -1.324148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -13241497.000000 Penalty: 13434.902344
	Iteration 34Q: 3 clusters Score -1.32415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -13241503.000000 Penalty: 13434.902344
	Iteration 35Q: 3 clusters Score -1.32415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -13241528.000000 Penalty: 13434.902344
	Iteration 36Q: 3 clusters Score -1.324153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -13241530.000000 Penalty: 13434.902344
	Iteration 37Q: 3 clusters Score -1.324153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -13241550.000000 Penalty: 13434.902344
	Iteration 38Q: 3 clusters Score -1.324155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -13241548.000000 Penalty: 13434.902344
	Iteration 39Q: 3 clusters Score -1.324155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -13241542.000000 Penalty: 13434.902344
	Iteration 40F: 3 clusters Score -1.324154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -13241533.000000 Penalty: 13434.902344
	Iteration 41Q: 3 clusters Score -1.324153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -13241547.000000 Penalty: 13434.902344
	Iteration 42Q: 3 clusters Score -1.324155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -13241556.000000 Penalty: 13434.902344
	Iteration 43Q: 3 clusters Score -1.324156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -13241556.000000 Penalty: 13434.902344
	Iteration 44Q: 3 clusters Score -1.324156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -13241574.000000 Penalty: 13434.902344
	Iteration 45Q: 3 clusters Score -1.324157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13241587.000000 Penalty: 13434.902344
	Iteration 46Q: 3 clusters Score -1.324159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -13241589.000000 Penalty: 13434.902344
	Iteration 47Q: 3 clusters Score -1.324159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -13241580.000000 Penalty: 13434.902344
	Iteration 48Q: 3 clusters Score -1.324158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -13241589.000000 Penalty: 13434.902344
	Iteration 49Q: 3 clusters Score -1.324159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13241594.000000 Penalty: 13434.902344
	Iteration 50Q: 3 clusters Score -1.324159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -13241589.000000 Penalty: 13434.902344
	Iteration 51Q: 3 clusters Score -1.324159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13241610.000000 Penalty: 13434.902344
	Iteration 52Q: 3 clusters Score -1.324161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -13241605.000000 Penalty: 13434.902344
	Iteration 53Q: 3 clusters Score -1.32416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13241610.000000 Penalty: 13434.902344
	Iteration 54Q: 3 clusters Score -1.324161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13241613.000000 Penalty: 13434.902344
	Iteration 55Q: 3 clusters Score -1.324161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -13241608.000000 Penalty: 13434.902344
	Iteration 56Q: 3 clusters Score -1.324161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -13241616.000000 Penalty: 13434.902344
	Iteration 57Q: 3 clusters Score -1.324162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -13241623.000000 Penalty: 13434.902344
	Iteration 58Q: 3 clusters Score -1.324162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -13241620.000000 Penalty: 13434.902344
	Iteration 59Q: 3 clusters Score -1.324162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -13241620.000000 Penalty: 13434.902344
	Iteration 60F: 3 clusters Score -1.324162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (111466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111466 members 
Entering Unmasked Estep 
Score: -25275830.000000 Penalty: 7118.153809
	Iteration 0F: 2 clusters Score -2.527583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -25200092.000000 Penalty: 14236.307617
	Iteration 0F: 3 clusters Score -2.520009e+07 nChanged 51083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -25228344.000000 Penalty: 14236.307617
	Iteration 1F: 3 clusters Score -2.522834e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -25229808.000000 Penalty: 14236.307617
	Iteration 2Q: 3 clusters Score -2.522981e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -25231612.000000 Penalty: 14236.307617
	Iteration 3Q: 3 clusters Score -2.523161e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -25234428.000000 Penalty: 14236.307617
	Iteration 4Q: 3 clusters Score -2.523443e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -25238654.000000 Penalty: 14236.307617
	Iteration 5F: 3 clusters Score -2.523865e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -25243504.000000 Penalty: 14236.307617
	Iteration 6F: 3 clusters Score -2.52435e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -25248746.000000 Penalty: 14236.307617
	Iteration 7F: 3 clusters Score -2.524875e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -25253922.000000 Penalty: 14236.307617
	Iteration 8F: 3 clusters Score -2.525392e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -25258954.000000 Penalty: 14236.307617
	Iteration 9F: 3 clusters Score -2.525895e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -25263468.000000 Penalty: 14236.307617
	Iteration 10F: 3 clusters Score -2.526347e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -25267608.000000 Penalty: 14236.307617
	Iteration 11Q: 3 clusters Score -2.526761e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -25271036.000000 Penalty: 14236.307617
	Iteration 12Q: 3 clusters Score -2.527104e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -25272960.000000 Penalty: 14236.307617
	Iteration 13Q: 3 clusters Score -2.527296e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -25273906.000000 Penalty: 14236.307617
	Iteration 14Q: 3 clusters Score -2.527391e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -25274582.000000 Penalty: 14236.307617
	Iteration 15Q: 3 clusters Score -2.527458e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96792 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -25275038.000000 Penalty: 14236.307617
	Iteration 16Q: 3 clusters Score -2.527504e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97651 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -25275320.000000 Penalty: 14236.307617
	Iteration 17Q: 3 clusters Score -2.527532e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -25275490.000000 Penalty: 14236.307617
	Iteration 18Q: 3 clusters Score -2.527549e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -25275460.000000 Penalty: 14236.307617
	Iteration 19Q: 3 clusters Score -2.527546e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99190 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -25275532.000000 Penalty: 14236.307617
	Iteration 20F: 3 clusters Score -2.527553e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99496 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -25275646.000000 Penalty: 14236.307617
	Iteration 21Q: 3 clusters Score -2.527565e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99753 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -25275648.000000 Penalty: 14236.307617
	Iteration 22Q: 3 clusters Score -2.527565e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -25275738.000000 Penalty: 14236.307617
	Iteration 23Q: 3 clusters Score -2.527574e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100181 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -25275804.000000 Penalty: 14236.307617
	Iteration 24Q: 3 clusters Score -2.52758e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100332 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -25275808.000000 Penalty: 14236.307617
	Iteration 25Q: 3 clusters Score -2.527581e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100457 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -25275844.000000 Penalty: 14236.307617
	Iteration 26Q: 3 clusters Score -2.527584e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100566 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -25275852.000000 Penalty: 14236.307617
	Iteration 27Q: 3 clusters Score -2.527585e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -25275826.000000 Penalty: 14236.307617
	Iteration 28Q: 3 clusters Score -2.527583e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100737 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -25275854.000000 Penalty: 14236.307617
	Iteration 29Q: 3 clusters Score -2.527585e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -25275834.000000 Penalty: 14236.307617
	Iteration 30Q: 3 clusters Score -2.527583e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100864 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -25275822.000000 Penalty: 14236.307617
	Iteration 31Q: 3 clusters Score -2.527582e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -25275864.000000 Penalty: 14236.307617
	Iteration 32Q: 3 clusters Score -2.527586e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -25275820.000000 Penalty: 14236.307617
	Iteration 33Q: 3 clusters Score -2.527582e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -25275830.000000 Penalty: 14236.307617
	Iteration 34Q: 3 clusters Score -2.527583e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -25275830.000000 Penalty: 14236.307617
	Iteration 35Q: 3 clusters Score -2.527583e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -25275838.000000 Penalty: 14236.307617
	Iteration 36Q: 3 clusters Score -2.527584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -25275858.000000 Penalty: 14236.307617
	Iteration 37Q: 3 clusters Score -2.527586e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -25275846.000000 Penalty: 14236.307617
	Iteration 38Q: 3 clusters Score -2.527585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101134 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -25275834.000000 Penalty: 14236.307617
	Iteration 39Q: 3 clusters Score -2.527583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -25275840.000000 Penalty: 14236.307617
	Iteration 40F: 3 clusters Score -2.527584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101149 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -25275832.000000 Penalty: 14236.307617
	Iteration 41Q: 3 clusters Score -2.527583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101153 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -25275826.000000 Penalty: 14236.307617
	Iteration 42Q: 3 clusters Score -2.527583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -25275830.000000 Penalty: 14236.307617
	Iteration 43Q: 3 clusters Score -2.527583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -25275830.000000 Penalty: 14236.307617
	Iteration 44F: 3 clusters Score -2.527583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Entering Unmasked Estep 
Score: -3429875.250000 Penalty: 5912.996094
	Iteration 0F: 2 clusters Score -3429875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3416182.750000 Penalty: 11825.992188
	Iteration 0F: 3 clusters Score -3416183 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3419449.000000 Penalty: 11825.992188
	Iteration 1F: 3 clusters Score -3419449 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3420049.750000 Penalty: 11825.992188
	Iteration 2F: 3 clusters Score -3420050 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3420446.500000 Penalty: 11825.992188
	Iteration 3Q: 3 clusters Score -3420446 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -3420753.000000 Penalty: 11825.992188
	Iteration 4Q: 3 clusters Score -3420753 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3420981.750000 Penalty: 11825.992188
	Iteration 5Q: 3 clusters Score -3420982 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3421139.250000 Penalty: 11825.992188
	Iteration 6Q: 3 clusters Score -3421139 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3421273.500000 Penalty: 11825.992188
	Iteration 7Q: 3 clusters Score -3421274 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3421368.500000 Penalty: 11825.992188
	Iteration 8Q: 3 clusters Score -3421368 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3421434.000000 Penalty: 11825.992188
	Iteration 9Q: 3 clusters Score -3421434 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3421495.250000 Penalty: 11825.992188
	Iteration 10Q: 3 clusters Score -3421495 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3421550.000000 Penalty: 11825.992188
	Iteration 11Q: 3 clusters Score -3421550 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3421613.250000 Penalty: 11825.992188
	Iteration 12Q: 3 clusters Score -3421613 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3421669.750000 Penalty: 11825.992188
	Iteration 13Q: 3 clusters Score -3421670 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3421755.250000 Penalty: 11825.992188
	Iteration 14Q: 3 clusters Score -3421755 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3421810.250000 Penalty: 11825.992188
	Iteration 15Q: 3 clusters Score -3421810 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3421871.250000 Penalty: 11825.992188
	Iteration 16Q: 3 clusters Score -3421871 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -3421964.500000 Penalty: 11825.992188
	Iteration 17Q: 3 clusters Score -3421964 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3422054.750000 Penalty: 11825.992188
	Iteration 18Q: 3 clusters Score -3422055 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3422150.500000 Penalty: 11825.992188
	Iteration 19Q: 3 clusters Score -3422150 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3422246.000000 Penalty: 11825.992188
	Iteration 20F: 3 clusters Score -3422246 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3422380.750000 Penalty: 11825.992188
	Iteration 21Q: 3 clusters Score -3422381 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3422476.500000 Penalty: 11825.992188
	Iteration 22Q: 3 clusters Score -3422476 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3422603.750000 Penalty: 11825.992188
	Iteration 23Q: 3 clusters Score -3422604 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3422730.000000 Penalty: 11825.992188
	Iteration 24Q: 3 clusters Score -3422730 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3422814.500000 Penalty: 11825.992188
	Iteration 25Q: 3 clusters Score -3422814 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3422922.500000 Penalty: 11825.992188
	Iteration 26Q: 3 clusters Score -3422922 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3423042.750000 Penalty: 11825.992188
	Iteration 27Q: 3 clusters Score -3423043 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3423182.750000 Penalty: 11825.992188
	Iteration 28Q: 3 clusters Score -3423183 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3423322.500000 Penalty: 11825.992188
	Iteration 29Q: 3 clusters Score -3423322 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3423461.750000 Penalty: 11825.992188
	Iteration 30Q: 3 clusters Score -3423462 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3423626.500000 Penalty: 11825.992188
	Iteration 31Q: 3 clusters Score -3423626 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3423794.500000 Penalty: 11825.992188
	Iteration 32Q: 3 clusters Score -3423794 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3423945.500000 Penalty: 11825.992188
	Iteration 33Q: 3 clusters Score -3423946 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3424107.250000 Penalty: 11825.992188
	Iteration 34Q: 3 clusters Score -3424107 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3424279.000000 Penalty: 11825.992188
	Iteration 35Q: 3 clusters Score -3424279 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3424421.250000 Penalty: 11825.992188
	Iteration 36Q: 3 clusters Score -3424421 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3424559.250000 Penalty: 11825.992188
	Iteration 37Q: 3 clusters Score -3424559 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3424658.750000 Penalty: 11825.992188
	Iteration 38Q: 3 clusters Score -3424659 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3424739.750000 Penalty: 11825.992188
	Iteration 39Q: 3 clusters Score -3424740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3424817.500000 Penalty: 11825.992188
	Iteration 40F: 3 clusters Score -3424818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3424881.500000 Penalty: 11825.992188
	Iteration 41Q: 3 clusters Score -3424882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3424935.000000 Penalty: 11825.992188
	Iteration 42Q: 3 clusters Score -3424935 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3424984.500000 Penalty: 11825.992188
	Iteration 43Q: 3 clusters Score -3424984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3425050.000000 Penalty: 11825.992188
	Iteration 44Q: 3 clusters Score -3425050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3425082.000000 Penalty: 11825.992188
	Iteration 45Q: 3 clusters Score -3425082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3425125.250000 Penalty: 11825.992188
	Iteration 46Q: 3 clusters Score -3425125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3425149.250000 Penalty: 11825.992188
	Iteration 47Q: 3 clusters Score -3425149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3425156.000000 Penalty: 11825.992188
	Iteration 48Q: 3 clusters Score -3425156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3425177.000000 Penalty: 11825.992188
	Iteration 49Q: 3 clusters Score -3425177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3425192.750000 Penalty: 11825.992188
	Iteration 50Q: 3 clusters Score -3425193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3425201.750000 Penalty: 11825.992188
	Iteration 51Q: 3 clusters Score -3425202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3425201.500000 Penalty: 11825.992188
	Iteration 52Q: 3 clusters Score -3425202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3425206.500000 Penalty: 11825.992188
	Iteration 53Q: 3 clusters Score -3425206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3425216.500000 Penalty: 11825.992188
	Iteration 54Q: 3 clusters Score -3425216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3425218.000000 Penalty: 11825.992188
	Iteration 55Q: 3 clusters Score -3425218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3425224.000000 Penalty: 11825.992188
	Iteration 56Q: 3 clusters Score -3425224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3425224.000000 Penalty: 11825.992188
	Iteration 57F: 3 clusters Score -3425224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (140767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140767 members 
Entering Unmasked Estep 
Score: -32381202.000000 Penalty: 7261.102539
	Iteration 0F: 2 clusters Score -3.23812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -32293556.000000 Penalty: 14522.205078
	Iteration 0F: 3 clusters Score -3.229356e+07 nChanged 65549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -32329720.000000 Penalty: 14522.205078
	Iteration 1F: 3 clusters Score -3.232972e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 70637 members 
Entering Unmasked Estep 
Score: -32331224.000000 Penalty: 14522.205078
	Iteration 2Q: 3 clusters Score -3.233122e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -32332380.000000 Penalty: 14522.205078
	Iteration 3Q: 3 clusters Score -3.233238e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -32333784.000000 Penalty: 14522.205078
	Iteration 4Q: 3 clusters Score -3.233378e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -32335498.000000 Penalty: 14522.205078
	Iteration 5Q: 3 clusters Score -3.23355e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -32338016.000000 Penalty: 14522.205078
	Iteration 6Q: 3 clusters Score -3.233802e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -32341216.000000 Penalty: 14522.205078
	Iteration 7Q: 3 clusters Score -3.234122e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -32344816.000000 Penalty: 14522.205078
	Iteration 8F: 3 clusters Score -3.234482e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77904 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -32348274.000000 Penalty: 14522.205078
	Iteration 9F: 3 clusters Score -3.234827e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -32351540.000000 Penalty: 14522.205078
	Iteration 10F: 3 clusters Score -3.235154e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -32355368.000000 Penalty: 14522.205078
	Iteration 11F: 3 clusters Score -3.235537e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -32359132.000000 Penalty: 14522.205078
	Iteration 12Q: 3 clusters Score -3.235913e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -32362512.000000 Penalty: 14522.205078
	Iteration 13Q: 3 clusters Score -3.236251e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -32365692.000000 Penalty: 14522.205078
	Iteration 14Q: 3 clusters Score -3.236569e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103219 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -32368778.000000 Penalty: 14522.205078
	Iteration 15Q: 3 clusters Score -3.236878e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -32371196.000000 Penalty: 14522.205078
	Iteration 16Q: 3 clusters Score -3.23712e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110839 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -32373322.000000 Penalty: 14522.205078
	Iteration 17Q: 3 clusters Score -3.237332e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114143 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -32375000.000000 Penalty: 14522.205078
	Iteration 18Q: 3 clusters Score -3.2375e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117067 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -32376324.000000 Penalty: 14522.205078
	Iteration 19Q: 3 clusters Score -3.237632e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119714 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -32377620.000000 Penalty: 14522.205078
	Iteration 20F: 3 clusters Score -3.237762e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122029 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -32378532.000000 Penalty: 14522.205078
	Iteration 21Q: 3 clusters Score -3.237853e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124120 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -32379078.000000 Penalty: 14522.205078
	Iteration 22Q: 3 clusters Score -3.237908e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125853 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -32379598.000000 Penalty: 14522.205078
	Iteration 23Q: 3 clusters Score -3.23796e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127219 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -32379844.000000 Penalty: 14522.205078
	Iteration 24Q: 3 clusters Score -3.237984e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128400 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -32380028.000000 Penalty: 14522.205078
	Iteration 25Q: 3 clusters Score -3.238003e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129342 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -32380308.000000 Penalty: 14522.205078
	Iteration 26Q: 3 clusters Score -3.238031e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130097 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -32380508.000000 Penalty: 14522.205078
	Iteration 27Q: 3 clusters Score -3.238051e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130738 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -32380652.000000 Penalty: 14522.205078
	Iteration 28Q: 3 clusters Score -3.238065e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -32380734.000000 Penalty: 14522.205078
	Iteration 29Q: 3 clusters Score -3.238073e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131612 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -32380762.000000 Penalty: 14522.205078
	Iteration 30Q: 3 clusters Score -3.238076e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131883 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -32380732.000000 Penalty: 14522.205078
	Iteration 31Q: 3 clusters Score -3.238073e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132122 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -32380708.000000 Penalty: 14522.205078
	Iteration 32Q: 3 clusters Score -3.238071e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132325 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -32380654.000000 Penalty: 14522.205078
	Iteration 33Q: 3 clusters Score -3.238065e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132499 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -32380658.000000 Penalty: 14522.205078
	Iteration 34Q: 3 clusters Score -3.238066e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132642 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -32380598.000000 Penalty: 14522.205078
	Iteration 35Q: 3 clusters Score -3.23806e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132758 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -32380562.000000 Penalty: 14522.205078
	Iteration 36Q: 3 clusters Score -3.238056e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -32380566.000000 Penalty: 14522.205078
	Iteration 37Q: 3 clusters Score -3.238057e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132931 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -32380586.000000 Penalty: 14522.205078
	Iteration 38Q: 3 clusters Score -3.238059e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133019 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -32380556.000000 Penalty: 14522.205078
	Iteration 39Q: 3 clusters Score -3.238056e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133093 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -32380560.000000 Penalty: 14522.205078
	Iteration 40F: 3 clusters Score -3.238056e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133145 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -32380604.000000 Penalty: 14522.205078
	Iteration 41Q: 3 clusters Score -3.23806e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133189 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -32380602.000000 Penalty: 14522.205078
	Iteration 42Q: 3 clusters Score -3.23806e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133223 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -32380636.000000 Penalty: 14522.205078
	Iteration 43Q: 3 clusters Score -3.238064e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133260 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -32380610.000000 Penalty: 14522.205078
	Iteration 44Q: 3 clusters Score -3.238061e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133291 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -32380628.000000 Penalty: 14522.205078
	Iteration 45Q: 3 clusters Score -3.238063e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133328 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -32380590.000000 Penalty: 14522.205078
	Iteration 46Q: 3 clusters Score -3.238059e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133356 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -32380590.000000 Penalty: 14522.205078
	Iteration 47Q: 3 clusters Score -3.238059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -32380592.000000 Penalty: 14522.205078
	Iteration 48Q: 3 clusters Score -3.238059e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133417 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -32380628.000000 Penalty: 14522.205078
	Iteration 49Q: 3 clusters Score -3.238063e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133448 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -32380578.000000 Penalty: 14522.205078
	Iteration 50Q: 3 clusters Score -3.238058e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133479 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -32380560.000000 Penalty: 14522.205078
	Iteration 51Q: 3 clusters Score -3.238056e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133512 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -32380592.000000 Penalty: 14522.205078
	Iteration 52Q: 3 clusters Score -3.238059e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133549 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -32380586.000000 Penalty: 14522.205078
	Iteration 53Q: 3 clusters Score -3.238059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133581 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -32380590.000000 Penalty: 14522.205078
	Iteration 54Q: 3 clusters Score -3.238059e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133622 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -32380562.000000 Penalty: 14522.205078
	Iteration 55Q: 3 clusters Score -3.238056e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133655 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -32380568.000000 Penalty: 14522.205078
	Iteration 56Q: 3 clusters Score -3.238057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133689 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -32380572.000000 Penalty: 14522.205078
	Iteration 57Q: 3 clusters Score -3.238057e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133721 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -32380582.000000 Penalty: 14522.205078
	Iteration 58Q: 3 clusters Score -3.238058e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133758 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -32380562.000000 Penalty: 14522.205078
	Iteration 59Q: 3 clusters Score -3.238056e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133802 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -32380566.000000 Penalty: 14522.205078
	Iteration 60F: 3 clusters Score -3.238057e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133841 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -32380554.000000 Penalty: 14522.205078
	Iteration 61Q: 3 clusters Score -3.238055e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133879 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -32380546.000000 Penalty: 14522.205078
	Iteration 62Q: 3 clusters Score -3.238055e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133926 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -32380536.000000 Penalty: 14522.205078
	Iteration 63Q: 3 clusters Score -3.238054e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133974 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -32380534.000000 Penalty: 14522.205078
	Iteration 64Q: 3 clusters Score -3.238053e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134016 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -32380560.000000 Penalty: 14522.205078
	Iteration 65Q: 3 clusters Score -3.238056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134055 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -32380534.000000 Penalty: 14522.205078
	Iteration 66Q: 3 clusters Score -3.238053e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134088 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -32380530.000000 Penalty: 14522.205078
	Iteration 67Q: 3 clusters Score -3.238053e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134129 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -32380522.000000 Penalty: 14522.205078
	Iteration 68Q: 3 clusters Score -3.238052e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134167 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -32380528.000000 Penalty: 14522.205078
	Iteration 69Q: 3 clusters Score -3.238053e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134212 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -32380554.000000 Penalty: 14522.205078
	Iteration 70Q: 3 clusters Score -3.238055e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134259 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -32380530.000000 Penalty: 14522.205078
	Iteration 71Q: 3 clusters Score -3.238053e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134313 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -32380532.000000 Penalty: 14522.205078
	Iteration 72Q: 3 clusters Score -3.238053e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134373 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -32380548.000000 Penalty: 14522.205078
	Iteration 73Q: 3 clusters Score -3.238055e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134435 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -32380548.000000 Penalty: 14522.205078
	Iteration 74Q: 3 clusters Score -3.238055e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134503 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -32380536.000000 Penalty: 14522.205078
	Iteration 75Q: 3 clusters Score -3.238054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134562 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -32380584.000000 Penalty: 14522.205078
	Iteration 76Q: 3 clusters Score -3.238058e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134625 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -32380546.000000 Penalty: 14522.205078
	Iteration 77Q: 3 clusters Score -3.238055e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134698 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -32380598.000000 Penalty: 14522.205078
	Iteration 78Q: 3 clusters Score -3.23806e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134770 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -32380642.000000 Penalty: 14522.205078
	Iteration 79Q: 3 clusters Score -3.238064e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134864 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -32380636.000000 Penalty: 14522.205078
	Iteration 80F: 3 clusters Score -3.238064e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134962 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -32380656.000000 Penalty: 14522.205078
	Iteration 81Q: 3 clusters Score -3.238066e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135076 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -32380752.000000 Penalty: 14522.205078
	Iteration 82Q: 3 clusters Score -3.238075e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135206 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -32380854.000000 Penalty: 14522.205078
	Iteration 83Q: 3 clusters Score -3.238085e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135329 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -32380952.000000 Penalty: 14522.205078
	Iteration 84Q: 3 clusters Score -3.238095e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135471 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -32381098.000000 Penalty: 14522.205078
	Iteration 85Q: 3 clusters Score -3.23811e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135595 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -32381286.000000 Penalty: 14522.205078
	Iteration 86Q: 3 clusters Score -3.238129e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135706 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -32381370.000000 Penalty: 14522.205078
	Iteration 87Q: 3 clusters Score -3.238137e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135781 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -32381474.000000 Penalty: 14522.205078
	Iteration 88Q: 3 clusters Score -3.238147e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135812 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -32381506.000000 Penalty: 14522.205078
	Iteration 89Q: 3 clusters Score -3.238151e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135826 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -32381498.000000 Penalty: 14522.205078
	Iteration 90Q: 3 clusters Score -3.23815e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -32381492.000000 Penalty: 14522.205078
	Iteration 91Q: 3 clusters Score -3.238149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -32381496.000000 Penalty: 14522.205078
	Iteration 92Q: 3 clusters Score -3.23815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -32381468.000000 Penalty: 14522.205078
	Iteration 93Q: 3 clusters Score -3.238147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135815 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -32381460.000000 Penalty: 14522.205078
	Iteration 94Q: 3 clusters Score -3.238146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135820 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -32381490.000000 Penalty: 14522.205078
	Iteration 95Q: 3 clusters Score -3.238149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135823 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -32381496.000000 Penalty: 14522.205078
	Iteration 96Q: 3 clusters Score -3.23815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135824 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -32381500.000000 Penalty: 14522.205078
	Iteration 97Q: 3 clusters Score -3.23815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135824 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -32381500.000000 Penalty: 14522.205078
	Iteration 98F: 3 clusters Score -3.23815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 1936 members 
Mstep: Class 4 contains 35528 members 
Mstep: Class 5 contains 128028 members 
Mstep: Class 6 contains 68651 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 157435 members 
Mstep: Class 9 contains 57946 members 
Mstep: Class 10 contains 111466 members 
Mstep: Class 11 contains 59184 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 135824 members 
Mstep: Class 14 contains 44135 members 
Mstep: Class 15 contains 71526 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 89210 members 
Mstep: Class 18 contains 62173 members 
Mstep: Class 19 contains 16447 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 33174 members 
Mstep: Class 22 contains 4943 members 
Entering Unmasked Estep 
Score: -272356416.000000 Penalty: 188815.265625
Splitting cluster 13 changes total score from -272304896.000000 to -272356416.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (44135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Entering Unmasked Estep 
Score: -9645980.000000 Penalty: 6550.692383
	Iteration 0F: 2 clusters Score -9645980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -9614213.000000 Penalty: 13101.384766
	Iteration 0F: 3 clusters Score -9614213 nChanged 19185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -9624706.000000 Penalty: 13101.384766
	Iteration 1F: 3 clusters Score -9624706 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -9626152.000000 Penalty: 13101.384766
	Iteration 2F: 3 clusters Score -9626152 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -9627735.000000 Penalty: 13101.384766
	Iteration 3F: 3 clusters Score -9627735 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -9629526.000000 Penalty: 13101.384766
	Iteration 4F: 3 clusters Score -9629526 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -9631378.000000 Penalty: 13101.384766
	Iteration 5F: 3 clusters Score -9631378 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -9633161.000000 Penalty: 13101.384766
	Iteration 6F: 3 clusters Score -9633161 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -9634758.000000 Penalty: 13101.384766
	Iteration 7F: 3 clusters Score -9634758 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -9636071.000000 Penalty: 13101.384766
	Iteration 8Q: 3 clusters Score -9636071 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -9637068.000000 Penalty: 13101.384766
	Iteration 9Q: 3 clusters Score -9637068 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -9637881.000000 Penalty: 13101.384766
	Iteration 10Q: 3 clusters Score -9637881 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -9638383.000000 Penalty: 13101.384766
	Iteration 11Q: 3 clusters Score -9638383 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -9638678.000000 Penalty: 13101.384766
	Iteration 12Q: 3 clusters Score -9638678 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -9638833.000000 Penalty: 13101.384766
	Iteration 13Q: 3 clusters Score -9638833 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -9638962.000000 Penalty: 13101.384766
	Iteration 14Q: 3 clusters Score -9638962 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -9639117.000000 Penalty: 13101.384766
	Iteration 15Q: 3 clusters Score -9639117 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -9639186.000000 Penalty: 13101.384766
	Iteration 16Q: 3 clusters Score -9639186 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -9639227.000000 Penalty: 13101.384766
	Iteration 17Q: 3 clusters Score -9639227 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -9639251.000000 Penalty: 13101.384766
	Iteration 18Q: 3 clusters Score -9639251 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -9639290.000000 Penalty: 13101.384766
	Iteration 19Q: 3 clusters Score -9639290 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -9639338.000000 Penalty: 13101.384766
	Iteration 20F: 3 clusters Score -9639338 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -9639375.000000 Penalty: 13101.384766
	Iteration 21Q: 3 clusters Score -9639375 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -9639382.000000 Penalty: 13101.384766
	Iteration 22Q: 3 clusters Score -9639382 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -9639406.000000 Penalty: 13101.384766
	Iteration 23Q: 3 clusters Score -9639406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -9639389.000000 Penalty: 13101.384766
	Iteration 24Q: 3 clusters Score -9639389 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -9639418.000000 Penalty: 13101.384766
	Iteration 25Q: 3 clusters Score -9639418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -9639462.000000 Penalty: 13101.384766
	Iteration 26Q: 3 clusters Score -9639462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -9639483.000000 Penalty: 13101.384766
	Iteration 27Q: 3 clusters Score -9639483 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -9639495.000000 Penalty: 13101.384766
	Iteration 28Q: 3 clusters Score -9639495 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -9639517.000000 Penalty: 13101.384766
	Iteration 29Q: 3 clusters Score -9639517 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -9639529.000000 Penalty: 13101.384766
	Iteration 30Q: 3 clusters Score -9639529 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -9639565.000000 Penalty: 13101.384766
	Iteration 31Q: 3 clusters Score -9639565 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -9639562.000000 Penalty: 13101.384766
	Iteration 32Q: 3 clusters Score -9639562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -9639580.000000 Penalty: 13101.384766
	Iteration 33Q: 3 clusters Score -9639580 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -9639568.000000 Penalty: 13101.384766
	Iteration 34Q: 3 clusters Score -9639568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -9639574.000000 Penalty: 13101.384766
	Iteration 35Q: 3 clusters Score -9639574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -9639559.000000 Penalty: 13101.384766
	Iteration 36Q: 3 clusters Score -9639559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -9639597.000000 Penalty: 13101.384766
	Iteration 37Q: 3 clusters Score -9639597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -9639602.000000 Penalty: 13101.384766
	Iteration 38Q: 3 clusters Score -9639602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -9639604.000000 Penalty: 13101.384766
	Iteration 39Q: 3 clusters Score -9639604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -9639614.000000 Penalty: 13101.384766
	Iteration 40F: 3 clusters Score -9639614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -9639630.000000 Penalty: 13101.384766
	Iteration 41Q: 3 clusters Score -9639630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -9639604.000000 Penalty: 13101.384766
	Iteration 42Q: 3 clusters Score -9639604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -9639613.000000 Penalty: 13101.384766
	Iteration 43Q: 3 clusters Score -9639613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -9639626.000000 Penalty: 13101.384766
	Iteration 44Q: 3 clusters Score -9639626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -9639626.000000 Penalty: 13101.384766
	Iteration 45Q: 3 clusters Score -9639626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -9639631.000000 Penalty: 13101.384766
	Iteration 46Q: 3 clusters Score -9639631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -9639629.000000 Penalty: 13101.384766
	Iteration 47Q: 3 clusters Score -9639629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -9639625.000000 Penalty: 13101.384766
	Iteration 48Q: 3 clusters Score -9639625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -9639636.000000 Penalty: 13101.384766
	Iteration 49Q: 3 clusters Score -9639636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -9639635.000000 Penalty: 13101.384766
	Iteration 50Q: 3 clusters Score -9639635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -9639639.000000 Penalty: 13101.384766
	Iteration 51Q: 3 clusters Score -9639639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -9639640.000000 Penalty: 13101.384766
	Iteration 52Q: 3 clusters Score -9639640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -9639635.000000 Penalty: 13101.384766
	Iteration 53Q: 3 clusters Score -9639635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -9639642.000000 Penalty: 13101.384766
	Iteration 54Q: 3 clusters Score -9639642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -9639643.000000 Penalty: 13101.384766
	Iteration 55Q: 3 clusters Score -9639643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -9639641.000000 Penalty: 13101.384766
	Iteration 56Q: 3 clusters Score -9639641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -9639635.000000 Penalty: 13101.384766
	Iteration 57Q: 3 clusters Score -9639635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -9639636.000000 Penalty: 13101.384766
	Iteration 58Q: 3 clusters Score -9639636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -9639646.000000 Penalty: 13101.384766
	Iteration 59Q: 3 clusters Score -9639646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -9639646.000000 Penalty: 13101.384766
	Iteration 60F: 3 clusters Score -9639646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Entering Unmasked Estep 
Score: -16233708.000000 Penalty: 6846.412598
	Iteration 0F: 2 clusters Score -1.623371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -16183916.000000 Penalty: 13692.825195
	Iteration 0F: 3 clusters Score -1.618392e+07 nChanged 32265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -16201727.000000 Penalty: 13692.825195
	Iteration 1F: 3 clusters Score -1.620173e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -16202841.000000 Penalty: 13692.825195
	Iteration 2Q: 3 clusters Score -1.620284e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -16203787.000000 Penalty: 13692.825195
	Iteration 3Q: 3 clusters Score -1.620379e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -16204917.000000 Penalty: 13692.825195
	Iteration 4Q: 3 clusters Score -1.620492e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -16205810.000000 Penalty: 13692.825195
	Iteration 5Q: 3 clusters Score -1.620581e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -16206510.000000 Penalty: 13692.825195
	Iteration 6Q: 3 clusters Score -1.620651e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -16207249.000000 Penalty: 13692.825195
	Iteration 7Q: 3 clusters Score -1.620725e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -16208134.000000 Penalty: 13692.825195
	Iteration 8Q: 3 clusters Score -1.620813e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -16209559.000000 Penalty: 13692.825195
	Iteration 9Q: 3 clusters Score -1.620956e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -16211443.000000 Penalty: 13692.825195
	Iteration 10Q: 3 clusters Score -1.621144e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -16214032.000000 Penalty: 13692.825195
	Iteration 11F: 3 clusters Score -1.621403e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -16217387.000000 Penalty: 13692.825195
	Iteration 12F: 3 clusters Score -1.621739e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -16221087.000000 Penalty: 13692.825195
	Iteration 13F: 3 clusters Score -1.622109e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -16224244.000000 Penalty: 13692.825195
	Iteration 14Q: 3 clusters Score -1.622424e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -16226567.000000 Penalty: 13692.825195
	Iteration 15Q: 3 clusters Score -1.622657e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -16228248.000000 Penalty: 13692.825195
	Iteration 16Q: 3 clusters Score -1.622825e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -16229664.000000 Penalty: 13692.825195
	Iteration 17Q: 3 clusters Score -1.622966e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -16230463.000000 Penalty: 13692.825195
	Iteration 18Q: 3 clusters Score -1.623046e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -16230847.000000 Penalty: 13692.825195
	Iteration 19Q: 3 clusters Score -1.623085e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -16231192.000000 Penalty: 13692.825195
	Iteration 20F: 3 clusters Score -1.623119e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -16231431.000000 Penalty: 13692.825195
	Iteration 21Q: 3 clusters Score -1.623143e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -16231559.000000 Penalty: 13692.825195
	Iteration 22Q: 3 clusters Score -1.623156e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -16231646.000000 Penalty: 13692.825195
	Iteration 23Q: 3 clusters Score -1.623165e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -16231707.000000 Penalty: 13692.825195
	Iteration 24Q: 3 clusters Score -1.623171e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -16231747.000000 Penalty: 13692.825195
	Iteration 25Q: 3 clusters Score -1.623175e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -16231744.000000 Penalty: 13692.825195
	Iteration 26Q: 3 clusters Score -1.623174e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -16231771.000000 Penalty: 13692.825195
	Iteration 27Q: 3 clusters Score -1.623177e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -16231776.000000 Penalty: 13692.825195
	Iteration 28Q: 3 clusters Score -1.623178e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -16231795.000000 Penalty: 13692.825195
	Iteration 29Q: 3 clusters Score -1.62318e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -16231791.000000 Penalty: 13692.825195
	Iteration 30Q: 3 clusters Score -1.623179e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -16231799.000000 Penalty: 13692.825195
	Iteration 31Q: 3 clusters Score -1.62318e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -16231803.000000 Penalty: 13692.825195
	Iteration 32Q: 3 clusters Score -1.62318e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -16231806.000000 Penalty: 13692.825195
	Iteration 33Q: 3 clusters Score -1.623181e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -16231837.000000 Penalty: 13692.825195
	Iteration 34Q: 3 clusters Score -1.623184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -16231833.000000 Penalty: 13692.825195
	Iteration 35Q: 3 clusters Score -1.623183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -16231830.000000 Penalty: 13692.825195
	Iteration 36Q: 3 clusters Score -1.623183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -16231833.000000 Penalty: 13692.825195
	Iteration 37Q: 3 clusters Score -1.623183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -16231858.000000 Penalty: 13692.825195
	Iteration 38Q: 3 clusters Score -1.623186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -16231856.000000 Penalty: 13692.825195
	Iteration 39Q: 3 clusters Score -1.623186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -16231835.000000 Penalty: 13692.825195
	Iteration 40F: 3 clusters Score -1.623184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -16231841.000000 Penalty: 13692.825195
	Iteration 41Q: 3 clusters Score -1.623184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -16231845.000000 Penalty: 13692.825195
	Iteration 42Q: 3 clusters Score -1.623184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -16231850.000000 Penalty: 13692.825195
	Iteration 43Q: 3 clusters Score -1.623185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -16231866.000000 Penalty: 13692.825195
	Iteration 44Q: 3 clusters Score -1.623187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -16231867.000000 Penalty: 13692.825195
	Iteration 45Q: 3 clusters Score -1.623187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -16231850.000000 Penalty: 13692.825195
	Iteration 46Q: 3 clusters Score -1.623185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -16231869.000000 Penalty: 13692.825195
	Iteration 47Q: 3 clusters Score -1.623187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -16231856.000000 Penalty: 13692.825195
	Iteration 48Q: 3 clusters Score -1.623186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -16231870.000000 Penalty: 13692.825195
	Iteration 49Q: 3 clusters Score -1.623187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -16231858.000000 Penalty: 13692.825195
	Iteration 50Q: 3 clusters Score -1.623186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -16231869.000000 Penalty: 13692.825195
	Iteration 51Q: 3 clusters Score -1.623187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -16231861.000000 Penalty: 13692.825195
	Iteration 52Q: 3 clusters Score -1.623186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -16231855.000000 Penalty: 13692.825195
	Iteration 53Q: 3 clusters Score -1.623186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -16231861.000000 Penalty: 13692.825195
	Iteration 54Q: 3 clusters Score -1.623186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -16231858.000000 Penalty: 13692.825195
	Iteration 55Q: 3 clusters Score -1.623186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -16231861.000000 Penalty: 13692.825195
	Iteration 56Q: 3 clusters Score -1.623186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -16231864.000000 Penalty: 13692.825195
	Iteration 57Q: 3 clusters Score -1.623186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -16231862.000000 Penalty: 13692.825195
	Iteration 58Q: 3 clusters Score -1.623186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -16231864.000000 Penalty: 13692.825195
	Iteration 59Q: 3 clusters Score -1.623186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -16231861.000000 Penalty: 13692.825195
	Iteration 60F: 3 clusters Score -1.623186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Entering Unmasked Estep 
Score: -19662556.000000 Penalty: 6981.733398
	Iteration 0F: 2 clusters Score -1.966256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -19601494.000000 Penalty: 13963.466797
	Iteration 0F: 3 clusters Score -1.960149e+07 nChanged 40533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -19624162.000000 Penalty: 13963.466797
	Iteration 1F: 3 clusters Score -1.962416e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -19625868.000000 Penalty: 13963.466797
	Iteration 2Q: 3 clusters Score -1.962587e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -19627732.000000 Penalty: 13963.466797
	Iteration 3Q: 3 clusters Score -1.962773e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -19629924.000000 Penalty: 13963.466797
	Iteration 4Q: 3 clusters Score -1.962992e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -19632264.000000 Penalty: 13963.466797
	Iteration 5F: 3 clusters Score -1.963226e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -19634670.000000 Penalty: 13963.466797
	Iteration 6F: 3 clusters Score -1.963467e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -19637070.000000 Penalty: 13963.466797
	Iteration 7F: 3 clusters Score -1.963707e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -19639454.000000 Penalty: 13963.466797
	Iteration 8F: 3 clusters Score -1.963945e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -19641736.000000 Penalty: 13963.466797
	Iteration 9Q: 3 clusters Score -1.964174e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -19644126.000000 Penalty: 13963.466797
	Iteration 10Q: 3 clusters Score -1.964413e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -19646376.000000 Penalty: 13963.466797
	Iteration 11Q: 3 clusters Score -1.964638e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -19648416.000000 Penalty: 13963.466797
	Iteration 12Q: 3 clusters Score -1.964842e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -19649924.000000 Penalty: 13963.466797
	Iteration 13Q: 3 clusters Score -1.964992e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -19651036.000000 Penalty: 13963.466797
	Iteration 14Q: 3 clusters Score -1.965104e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -19651900.000000 Penalty: 13963.466797
	Iteration 15Q: 3 clusters Score -1.96519e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -19652670.000000 Penalty: 13963.466797
	Iteration 16Q: 3 clusters Score -1.965267e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -19653452.000000 Penalty: 13963.466797
	Iteration 17Q: 3 clusters Score -1.965345e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -19654090.000000 Penalty: 13963.466797
	Iteration 18Q: 3 clusters Score -1.965409e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -19654698.000000 Penalty: 13963.466797
	Iteration 19Q: 3 clusters Score -1.96547e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -19655112.000000 Penalty: 13963.466797
	Iteration 20F: 3 clusters Score -1.965511e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -19655520.000000 Penalty: 13963.466797
	Iteration 21Q: 3 clusters Score -1.965552e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -19655938.000000 Penalty: 13963.466797
	Iteration 22Q: 3 clusters Score -1.965594e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -19656258.000000 Penalty: 13963.466797
	Iteration 23Q: 3 clusters Score -1.965626e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -19656682.000000 Penalty: 13963.466797
	Iteration 24Q: 3 clusters Score -1.965668e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -19656894.000000 Penalty: 13963.466797
	Iteration 25Q: 3 clusters Score -1.965689e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -19657114.000000 Penalty: 13963.466797
	Iteration 26Q: 3 clusters Score -1.965711e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -19657304.000000 Penalty: 13963.466797
	Iteration 27Q: 3 clusters Score -1.96573e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -19657444.000000 Penalty: 13963.466797
	Iteration 28Q: 3 clusters Score -1.965744e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -19657626.000000 Penalty: 13963.466797
	Iteration 29Q: 3 clusters Score -1.965763e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -19657802.000000 Penalty: 13963.466797
	Iteration 30Q: 3 clusters Score -1.96578e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -19658000.000000 Penalty: 13963.466797
	Iteration 31Q: 3 clusters Score -1.9658e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -19658134.000000 Penalty: 13963.466797
	Iteration 32Q: 3 clusters Score -1.965813e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -19658200.000000 Penalty: 13963.466797
	Iteration 33Q: 3 clusters Score -1.96582e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -19658286.000000 Penalty: 13963.466797
	Iteration 34Q: 3 clusters Score -1.965829e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -19658272.000000 Penalty: 13963.466797
	Iteration 35Q: 3 clusters Score -1.965827e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85209 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -19658320.000000 Penalty: 13963.466797
	Iteration 36Q: 3 clusters Score -1.965832e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -19658296.000000 Penalty: 13963.466797
	Iteration 37Q: 3 clusters Score -1.96583e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85296 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -19658332.000000 Penalty: 13963.466797
	Iteration 38Q: 3 clusters Score -1.965833e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85338 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -19658356.000000 Penalty: 13963.466797
	Iteration 39Q: 3 clusters Score -1.965836e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -19658366.000000 Penalty: 13963.466797
	Iteration 40F: 3 clusters Score -1.965837e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -19658348.000000 Penalty: 13963.466797
	Iteration 41Q: 3 clusters Score -1.965835e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -19658368.000000 Penalty: 13963.466797
	Iteration 42Q: 3 clusters Score -1.965837e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -19658372.000000 Penalty: 13963.466797
	Iteration 43Q: 3 clusters Score -1.965837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85506 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -19658390.000000 Penalty: 13963.466797
	Iteration 44Q: 3 clusters Score -1.965839e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -19658390.000000 Penalty: 13963.466797
	Iteration 45Q: 3 clusters Score -1.965839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85550 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -19658392.000000 Penalty: 13963.466797
	Iteration 46Q: 3 clusters Score -1.965839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -19658414.000000 Penalty: 13963.466797
	Iteration 47Q: 3 clusters Score -1.965841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -19658416.000000 Penalty: 13963.466797
	Iteration 48Q: 3 clusters Score -1.965842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -19658428.000000 Penalty: 13963.466797
	Iteration 49Q: 3 clusters Score -1.965843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -19658432.000000 Penalty: 13963.466797
	Iteration 50Q: 3 clusters Score -1.965843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85576 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -19658432.000000 Penalty: 13963.466797
	Iteration 51Q: 3 clusters Score -1.965843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85581 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -19658426.000000 Penalty: 13963.466797
	Iteration 52Q: 3 clusters Score -1.965843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -19658436.000000 Penalty: 13963.466797
	Iteration 53Q: 3 clusters Score -1.965844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -19658432.000000 Penalty: 13963.466797
	Iteration 54Q: 3 clusters Score -1.965843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -19658450.000000 Penalty: 13963.466797
	Iteration 55Q: 3 clusters Score -1.965845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -19658440.000000 Penalty: 13963.466797
	Iteration 56Q: 3 clusters Score -1.965844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -19658448.000000 Penalty: 13963.466797
	Iteration 57Q: 3 clusters Score -1.965845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -19658442.000000 Penalty: 13963.466797
	Iteration 58Q: 3 clusters Score -1.965844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -19658444.000000 Penalty: 13963.466797
	Iteration 59Q: 3 clusters Score -1.965844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -19658436.000000 Penalty: 13963.466797
	Iteration 60F: 3 clusters Score -1.965844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -19658448.000000 Penalty: 13963.466797
	Iteration 61Q: 3 clusters Score -1.965845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -19658436.000000 Penalty: 13963.466797
	Iteration 62Q: 3 clusters Score -1.965844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -19658434.000000 Penalty: 13963.466797
	Iteration 63Q: 3 clusters Score -1.965843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -19658434.000000 Penalty: 13963.466797
	Iteration 64Q: 3 clusters Score -1.965843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -19658434.000000 Penalty: 13963.466797
	Iteration 65Q: 3 clusters Score -1.965843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -19658442.000000 Penalty: 13963.466797
	Iteration 66Q: 3 clusters Score -1.965844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -19658430.000000 Penalty: 13963.466797
	Iteration 67Q: 3 clusters Score -1.965843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -19658438.000000 Penalty: 13963.466797
	Iteration 68Q: 3 clusters Score -1.965844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -19658434.000000 Penalty: 13963.466797
	Iteration 69Q: 3 clusters Score -1.965843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -19658434.000000 Penalty: 13963.466797
	Iteration 70F: 3 clusters Score -1.965843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Entering Unmasked Estep 
Score: -13525634.000000 Penalty: 6760.576660
	Iteration 0F: 2 clusters Score -1.352563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -13482241.000000 Penalty: 13521.153320
	Iteration 0F: 3 clusters Score -1.348224e+07 nChanged 27640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -13497803.000000 Penalty: 13521.153320
	Iteration 1F: 3 clusters Score -1.34978e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -13499855.000000 Penalty: 13521.153320
	Iteration 2F: 3 clusters Score -1.349986e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -13502796.000000 Penalty: 13521.153320
	Iteration 3F: 3 clusters Score -1.35028e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -13506422.000000 Penalty: 13521.153320
	Iteration 4F: 3 clusters Score -1.350642e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -13510092.000000 Penalty: 13521.153320
	Iteration 5F: 3 clusters Score -1.351009e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -13512798.000000 Penalty: 13521.153320
	Iteration 6F: 3 clusters Score -1.35128e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -13514656.000000 Penalty: 13521.153320
	Iteration 7F: 3 clusters Score -1.351466e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -13515874.000000 Penalty: 13521.153320
	Iteration 8Q: 3 clusters Score -1.351587e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -13516700.000000 Penalty: 13521.153320
	Iteration 9Q: 3 clusters Score -1.35167e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -13517210.000000 Penalty: 13521.153320
	Iteration 10Q: 3 clusters Score -1.351721e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -13517667.000000 Penalty: 13521.153320
	Iteration 11Q: 3 clusters Score -1.351767e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -13518044.000000 Penalty: 13521.153320
	Iteration 12Q: 3 clusters Score -1.351804e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -13518337.000000 Penalty: 13521.153320
	Iteration 13Q: 3 clusters Score -1.351834e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -13518529.000000 Penalty: 13521.153320
	Iteration 14Q: 3 clusters Score -1.351853e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -13518662.000000 Penalty: 13521.153320
	Iteration 15Q: 3 clusters Score -1.351866e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -13518876.000000 Penalty: 13521.153320
	Iteration 16Q: 3 clusters Score -1.351888e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -13519056.000000 Penalty: 13521.153320
	Iteration 17Q: 3 clusters Score -1.351906e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -13519221.000000 Penalty: 13521.153320
	Iteration 18Q: 3 clusters Score -1.351922e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -13519465.000000 Penalty: 13521.153320
	Iteration 19Q: 3 clusters Score -1.351946e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -13519690.000000 Penalty: 13521.153320
	Iteration 20F: 3 clusters Score -1.351969e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -13519787.000000 Penalty: 13521.153320
	Iteration 21Q: 3 clusters Score -1.351979e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -13520012.000000 Penalty: 13521.153320
	Iteration 22Q: 3 clusters Score -1.352001e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -13520129.000000 Penalty: 13521.153320
	Iteration 23Q: 3 clusters Score -1.352013e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -13520266.000000 Penalty: 13521.153320
	Iteration 24Q: 3 clusters Score -1.352027e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -13520388.000000 Penalty: 13521.153320
	Iteration 25Q: 3 clusters Score -1.352039e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -13520585.000000 Penalty: 13521.153320
	Iteration 26Q: 3 clusters Score -1.352058e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -13520753.000000 Penalty: 13521.153320
	Iteration 27Q: 3 clusters Score -1.352075e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -13520878.000000 Penalty: 13521.153320
	Iteration 28Q: 3 clusters Score -1.352088e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -13520986.000000 Penalty: 13521.153320
	Iteration 29Q: 3 clusters Score -1.352099e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -13521136.000000 Penalty: 13521.153320
	Iteration 30Q: 3 clusters Score -1.352114e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -13521286.000000 Penalty: 13521.153320
	Iteration 31Q: 3 clusters Score -1.352129e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -13521474.000000 Penalty: 13521.153320
	Iteration 32Q: 3 clusters Score -1.352147e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -13521618.000000 Penalty: 13521.153320
	Iteration 33Q: 3 clusters Score -1.352162e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -13521767.000000 Penalty: 13521.153320
	Iteration 34Q: 3 clusters Score -1.352177e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -13521871.000000 Penalty: 13521.153320
	Iteration 35Q: 3 clusters Score -1.352187e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -13521991.000000 Penalty: 13521.153320
	Iteration 36Q: 3 clusters Score -1.352199e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -13522047.000000 Penalty: 13521.153320
	Iteration 37Q: 3 clusters Score -1.352205e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -13522151.000000 Penalty: 13521.153320
	Iteration 38Q: 3 clusters Score -1.352215e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -13522240.000000 Penalty: 13521.153320
	Iteration 39Q: 3 clusters Score -1.352224e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -13522301.000000 Penalty: 13521.153320
	Iteration 40F: 3 clusters Score -1.35223e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -13522348.000000 Penalty: 13521.153320
	Iteration 41Q: 3 clusters Score -1.352235e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -13522405.000000 Penalty: 13521.153320
	Iteration 42Q: 3 clusters Score -1.35224e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -13522497.000000 Penalty: 13521.153320
	Iteration 43Q: 3 clusters Score -1.35225e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -13522547.000000 Penalty: 13521.153320
	Iteration 44Q: 3 clusters Score -1.352255e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -13522575.000000 Penalty: 13521.153320
	Iteration 45Q: 3 clusters Score -1.352258e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -13522699.000000 Penalty: 13521.153320
	Iteration 46Q: 3 clusters Score -1.35227e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -13522824.000000 Penalty: 13521.153320
	Iteration 47Q: 3 clusters Score -1.352282e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -13522954.000000 Penalty: 13521.153320
	Iteration 48Q: 3 clusters Score -1.352295e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -13523011.000000 Penalty: 13521.153320
	Iteration 49Q: 3 clusters Score -1.352301e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -13523117.000000 Penalty: 13521.153320
	Iteration 50Q: 3 clusters Score -1.352312e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -13523187.000000 Penalty: 13521.153320
	Iteration 51Q: 3 clusters Score -1.352319e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -13523296.000000 Penalty: 13521.153320
	Iteration 52Q: 3 clusters Score -1.35233e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -13523336.000000 Penalty: 13521.153320
	Iteration 53Q: 3 clusters Score -1.352334e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -13523397.000000 Penalty: 13521.153320
	Iteration 54Q: 3 clusters Score -1.35234e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -13523478.000000 Penalty: 13521.153320
	Iteration 55Q: 3 clusters Score -1.352348e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -13523544.000000 Penalty: 13521.153320
	Iteration 56Q: 3 clusters Score -1.352354e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -13523608.000000 Penalty: 13521.153320
	Iteration 57Q: 3 clusters Score -1.352361e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -13523661.000000 Penalty: 13521.153320
	Iteration 58Q: 3 clusters Score -1.352366e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -13523710.000000 Penalty: 13521.153320
	Iteration 59Q: 3 clusters Score -1.352371e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -13523755.000000 Penalty: 13521.153320
	Iteration 60F: 3 clusters Score -1.352376e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -13523812.000000 Penalty: 13521.153320
	Iteration 61Q: 3 clusters Score -1.352381e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -13523806.000000 Penalty: 13521.153320
	Iteration 62Q: 3 clusters Score -1.352381e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -13523825.000000 Penalty: 13521.153320
	Iteration 63Q: 3 clusters Score -1.352382e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -13523856.000000 Penalty: 13521.153320
	Iteration 64Q: 3 clusters Score -1.352386e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -13523903.000000 Penalty: 13521.153320
	Iteration 65Q: 3 clusters Score -1.35239e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -13523939.000000 Penalty: 13521.153320
	Iteration 66Q: 3 clusters Score -1.352394e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -13523978.000000 Penalty: 13521.153320
	Iteration 67Q: 3 clusters Score -1.352398e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -13524000.000000 Penalty: 13521.153320
	Iteration 68Q: 3 clusters Score -1.3524e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -13523987.000000 Penalty: 13521.153320
	Iteration 69Q: 3 clusters Score -1.352399e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -13524012.000000 Penalty: 13521.153320
	Iteration 70Q: 3 clusters Score -1.352401e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -13524022.000000 Penalty: 13521.153320
	Iteration 71Q: 3 clusters Score -1.352402e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -13524044.000000 Penalty: 13521.153320
	Iteration 72Q: 3 clusters Score -1.352404e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -13524078.000000 Penalty: 13521.153320
	Iteration 73Q: 3 clusters Score -1.352408e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -13524080.000000 Penalty: 13521.153320
	Iteration 74Q: 3 clusters Score -1.352408e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -13524101.000000 Penalty: 13521.153320
	Iteration 75Q: 3 clusters Score -1.35241e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -13524117.000000 Penalty: 13521.153320
	Iteration 76Q: 3 clusters Score -1.352412e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -13524140.000000 Penalty: 13521.153320
	Iteration 77Q: 3 clusters Score -1.352414e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -13524145.000000 Penalty: 13521.153320
	Iteration 78Q: 3 clusters Score -1.352414e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -13524180.000000 Penalty: 13521.153320
	Iteration 79Q: 3 clusters Score -1.352418e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -13524182.000000 Penalty: 13521.153320
	Iteration 80F: 3 clusters Score -1.352418e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -13524193.000000 Penalty: 13521.153320
	Iteration 81Q: 3 clusters Score -1.352419e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -13524211.000000 Penalty: 13521.153320
	Iteration 82Q: 3 clusters Score -1.352421e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -13524256.000000 Penalty: 13521.153320
	Iteration 83Q: 3 clusters Score -1.352426e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -13524221.000000 Penalty: 13521.153320
	Iteration 84Q: 3 clusters Score -1.352422e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -13524205.000000 Penalty: 13521.153320
	Iteration 85Q: 3 clusters Score -1.35242e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -13524232.000000 Penalty: 13521.153320
	Iteration 86Q: 3 clusters Score -1.352423e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -13524262.000000 Penalty: 13521.153320
	Iteration 87Q: 3 clusters Score -1.352426e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -13524281.000000 Penalty: 13521.153320
	Iteration 88Q: 3 clusters Score -1.352428e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -13524310.000000 Penalty: 13521.153320
	Iteration 89Q: 3 clusters Score -1.352431e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -13524303.000000 Penalty: 13521.153320
	Iteration 90Q: 3 clusters Score -1.35243e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -13524313.000000 Penalty: 13521.153320
	Iteration 91Q: 3 clusters Score -1.352431e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -13524297.000000 Penalty: 13521.153320
	Iteration 92Q: 3 clusters Score -1.35243e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -13524286.000000 Penalty: 13521.153320
	Iteration 93Q: 3 clusters Score -1.352429e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -13524290.000000 Penalty: 13521.153320
	Iteration 94Q: 3 clusters Score -1.352429e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -13524273.000000 Penalty: 13521.153320
	Iteration 95Q: 3 clusters Score -1.352427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -13524290.000000 Penalty: 13521.153320
	Iteration 96Q: 3 clusters Score -1.352429e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -13524284.000000 Penalty: 13521.153320
	Iteration 97Q: 3 clusters Score -1.352428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -13524306.000000 Penalty: 13521.153320
	Iteration 98Q: 3 clusters Score -1.352431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -13524308.000000 Penalty: 13521.153320
	Iteration 99Q: 3 clusters Score -1.352431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -13524293.000000 Penalty: 13521.153320
	Iteration 100F: 3 clusters Score -1.352429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -13524291.000000 Penalty: 13521.153320
	Iteration 101Q: 3 clusters Score -1.352429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -13524301.000000 Penalty: 13521.153320
	Iteration 102Q: 3 clusters Score -1.35243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -13524304.000000 Penalty: 13521.153320
	Iteration 103Q: 3 clusters Score -1.35243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -13524307.000000 Penalty: 13521.153320
	Iteration 104Q: 3 clusters Score -1.352431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -13524320.000000 Penalty: 13521.153320
	Iteration 105Q: 3 clusters Score -1.352432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -13524325.000000 Penalty: 13521.153320
	Iteration 106Q: 3 clusters Score -1.352432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -13524308.000000 Penalty: 13521.153320
	Iteration 107Q: 3 clusters Score -1.352431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -13524322.000000 Penalty: 13521.153320
	Iteration 108Q: 3 clusters Score -1.352432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -13524309.000000 Penalty: 13521.153320
	Iteration 109Q: 3 clusters Score -1.352431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -13524302.000000 Penalty: 13521.153320
	Iteration 110Q: 3 clusters Score -1.35243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -13524310.000000 Penalty: 13521.153320
	Iteration 111Q: 3 clusters Score -1.352431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -13524323.000000 Penalty: 13521.153320
	Iteration 112Q: 3 clusters Score -1.352432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -13524335.000000 Penalty: 13521.153320
	Iteration 113Q: 3 clusters Score -1.352434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -13524331.000000 Penalty: 13521.153320
	Iteration 114Q: 3 clusters Score -1.352433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -13524326.000000 Penalty: 13521.153320
	Iteration 115Q: 3 clusters Score -1.352433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -13524329.000000 Penalty: 13521.153320
	Iteration 116Q: 3 clusters Score -1.352433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -13524347.000000 Penalty: 13521.153320
	Iteration 117Q: 3 clusters Score -1.352435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -13524345.000000 Penalty: 13521.153320
	Iteration 118Q: 3 clusters Score -1.352434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -13524364.000000 Penalty: 13521.153320
	Iteration 119Q: 3 clusters Score -1.352436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -13524375.000000 Penalty: 13521.153320
	Iteration 120F: 3 clusters Score -1.352438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -13524376.000000 Penalty: 13521.153320
	Iteration 121Q: 3 clusters Score -1.352438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -13524366.000000 Penalty: 13521.153320
	Iteration 122Q: 3 clusters Score -1.352437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -13524363.000000 Penalty: 13521.153320
	Iteration 123Q: 3 clusters Score -1.352436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -13524352.000000 Penalty: 13521.153320
	Iteration 124Q: 3 clusters Score -1.352435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -13524355.000000 Penalty: 13521.153320
	Iteration 125Q: 3 clusters Score -1.352436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -13524375.000000 Penalty: 13521.153320
	Iteration 126Q: 3 clusters Score -1.352438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -13524379.000000 Penalty: 13521.153320
	Iteration 127Q: 3 clusters Score -1.352438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -13524376.000000 Penalty: 13521.153320
	Iteration 128Q: 3 clusters Score -1.352438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -13524374.000000 Penalty: 13521.153320
	Iteration 129Q: 3 clusters Score -1.352437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -13524370.000000 Penalty: 13521.153320
	Iteration 130Q: 3 clusters Score -1.352437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -13524367.000000 Penalty: 13521.153320
	Iteration 131Q: 3 clusters Score -1.352437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -13524364.000000 Penalty: 13521.153320
	Iteration 132Q: 3 clusters Score -1.352436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -13524357.000000 Penalty: 13521.153320
	Iteration 133Q: 3 clusters Score -1.352436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -13524362.000000 Penalty: 13521.153320
	Iteration 134Q: 3 clusters Score -1.352436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -13524352.000000 Penalty: 13521.153320
	Iteration 135Q: 3 clusters Score -1.352435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -13524360.000000 Penalty: 13521.153320
	Iteration 136Q: 3 clusters Score -1.352436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -13524369.000000 Penalty: 13521.153320
	Iteration 137Q: 3 clusters Score -1.352437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -13524355.000000 Penalty: 13521.153320
	Iteration 138Q: 3 clusters Score -1.352436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -13524353.000000 Penalty: 13521.153320
	Iteration 139Q: 3 clusters Score -1.352435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -13524352.000000 Penalty: 13521.153320
	Iteration 140F: 3 clusters Score -1.352435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -13524359.000000 Penalty: 13521.153320
	Iteration 141Q: 3 clusters Score -1.352436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -13524364.000000 Penalty: 13521.153320
	Iteration 142Q: 3 clusters Score -1.352436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -13524364.000000 Penalty: 13521.153320
	Iteration 143F: 3 clusters Score -1.352436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Entering Unmasked Estep 
Score: -3667386.750000 Penalty: 5946.087402
	Iteration 0F: 2 clusters Score -3667387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3653130.000000 Penalty: 11892.174805
	Iteration 0F: 3 clusters Score -3653130 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3656629.500000 Penalty: 11892.174805
	Iteration 1F: 3 clusters Score -3656630 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3657315.250000 Penalty: 11892.174805
	Iteration 2F: 3 clusters Score -3657315 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3657808.000000 Penalty: 11892.174805
	Iteration 3F: 3 clusters Score -3657808 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3658195.250000 Penalty: 11892.174805
	Iteration 4Q: 3 clusters Score -3658195 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3658510.250000 Penalty: 11892.174805
	Iteration 5Q: 3 clusters Score -3658510 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3658854.250000 Penalty: 11892.174805
	Iteration 6Q: 3 clusters Score -3658854 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3659204.750000 Penalty: 11892.174805
	Iteration 7Q: 3 clusters Score -3659205 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3659580.500000 Penalty: 11892.174805
	Iteration 8Q: 3 clusters Score -3659580 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3659991.000000 Penalty: 11892.174805
	Iteration 9Q: 3 clusters Score -3659991 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3660519.500000 Penalty: 11892.174805
	Iteration 10Q: 3 clusters Score -3660520 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3661166.000000 Penalty: 11892.174805
	Iteration 11Q: 3 clusters Score -3661166 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3661898.000000 Penalty: 11892.174805
	Iteration 12Q: 3 clusters Score -3661898 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3662721.000000 Penalty: 11892.174805
	Iteration 13Q: 3 clusters Score -3662721 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -3663500.000000 Penalty: 11892.174805
	Iteration 14Q: 3 clusters Score -3663500 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3664091.250000 Penalty: 11892.174805
	Iteration 15Q: 3 clusters Score -3664091 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3664517.250000 Penalty: 11892.174805
	Iteration 16Q: 3 clusters Score -3664517 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3664821.750000 Penalty: 11892.174805
	Iteration 17Q: 3 clusters Score -3664822 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3665040.000000 Penalty: 11892.174805
	Iteration 18Q: 3 clusters Score -3665040 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3665196.750000 Penalty: 11892.174805
	Iteration 19Q: 3 clusters Score -3665197 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3665339.250000 Penalty: 11892.174805
	Iteration 20F: 3 clusters Score -3665339 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -3665479.500000 Penalty: 11892.174805
	Iteration 21Q: 3 clusters Score -3665480 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3665634.000000 Penalty: 11892.174805
	Iteration 22Q: 3 clusters Score -3665634 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -3665793.000000 Penalty: 11892.174805
	Iteration 23Q: 3 clusters Score -3665793 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3665960.250000 Penalty: 11892.174805
	Iteration 24Q: 3 clusters Score -3665960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3666106.750000 Penalty: 11892.174805
	Iteration 25Q: 3 clusters Score -3666107 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3666194.750000 Penalty: 11892.174805
	Iteration 26Q: 3 clusters Score -3666195 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3666274.000000 Penalty: 11892.174805
	Iteration 27Q: 3 clusters Score -3666274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3666307.750000 Penalty: 11892.174805
	Iteration 28Q: 3 clusters Score -3666308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3666333.000000 Penalty: 11892.174805
	Iteration 29Q: 3 clusters Score -3666333 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3666357.250000 Penalty: 11892.174805
	Iteration 30Q: 3 clusters Score -3666357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3666374.250000 Penalty: 11892.174805
	Iteration 31Q: 3 clusters Score -3666374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3666381.250000 Penalty: 11892.174805
	Iteration 32Q: 3 clusters Score -3666381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3666388.750000 Penalty: 11892.174805
	Iteration 33Q: 3 clusters Score -3666389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3666394.250000 Penalty: 11892.174805
	Iteration 34Q: 3 clusters Score -3666394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3666401.250000 Penalty: 11892.174805
	Iteration 35Q: 3 clusters Score -3666401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3666407.250000 Penalty: 11892.174805
	Iteration 36Q: 3 clusters Score -3666407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3666414.250000 Penalty: 11892.174805
	Iteration 37Q: 3 clusters Score -3666414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3666416.000000 Penalty: 11892.174805
	Iteration 38Q: 3 clusters Score -3666416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -3666418.250000 Penalty: 11892.174805
	Iteration 39Q: 3 clusters Score -3666418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3666416.500000 Penalty: 11892.174805
	Iteration 40F: 3 clusters Score -3666416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3666411.750000 Penalty: 11892.174805
	Iteration 41Q: 3 clusters Score -3666412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3666420.000000 Penalty: 11892.174805
	Iteration 42Q: 3 clusters Score -3666420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3666421.500000 Penalty: 11892.174805
	Iteration 43Q: 3 clusters Score -3666422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3666421.500000 Penalty: 11892.174805
	Iteration 44F: 3 clusters Score -3666422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -566329.562500 Penalty: 4832.293945
	Iteration 0F: 2 clusters Score -566329.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -561182.437500 Penalty: 9664.587891
	Iteration 0F: 3 clusters Score -561182.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -562915.000000 Penalty: 9664.587891
	Iteration 1F: 3 clusters Score -562915 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -564833.125000 Penalty: 9664.587891
	Iteration 2F: 3 clusters Score -564833.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -566283.937500 Penalty: 9664.587891
	Iteration 3F: 3 clusters Score -566283.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -567056.937500 Penalty: 9664.587891
	Iteration 4F: 3 clusters Score -567056.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -567854.250000 Penalty: 9664.587891
	Iteration 5Q: 3 clusters Score -567854.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -568130.250000 Penalty: 9664.587891
	Iteration 6Q: 3 clusters Score -568130.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -568178.187500 Penalty: 9664.587891
	Iteration 7Q: 3 clusters Score -568178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -568192.750000 Penalty: 9664.587891
	Iteration 8Q: 3 clusters Score -568192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -568200.437500 Penalty: 9664.587891
	Iteration 9Q: 3 clusters Score -568200.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -568206.812500 Penalty: 9664.587891
	Iteration 10Q: 3 clusters Score -568206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -568208.937500 Penalty: 9664.587891
	Iteration 11Q: 3 clusters Score -568208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -568209.125000 Penalty: 9664.587891
	Iteration 12Q: 3 clusters Score -568209.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -568209.125000 Penalty: 9664.587891
	Iteration 13F: 3 clusters Score -568209.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 1936 members 
Mstep: Class 4 contains 35528 members 
Mstep: Class 5 contains 128028 members 
Mstep: Class 6 contains 68651 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 157435 members 
Mstep: Class 9 contains 57946 members 
Mstep: Class 10 contains 111466 members 
Mstep: Class 11 contains 59184 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 135824 members 
Mstep: Class 14 contains 44135 members 
Mstep: Class 15 contains 71526 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 89210 members 
Mstep: Class 18 contains 62173 members 
Mstep: Class 19 contains 16447 members 
Mstep: Class 20 contains 364 members 
Mstep: Class 21 contains 33174 members 
Mstep: Class 22 contains 4943 members 
Mstep: Class 23 contains 2305 members 
Entering Unmasked Estep 
Score: -272356352.000000 Penalty: 197397.765625
Splitting cluster 20 changes total score from -272304896.000000 to -272356352.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 1936 members 
Mstep: Class 4 contains 35528 members 
Mstep: Class 5 contains 128028 members 
Mstep: Class 6 contains 68651 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 157435 members 
Mstep: Class 9 contains 57946 members 
Mstep: Class 10 contains 111466 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 135824 members 
Mstep: Class 14 contains 44135 members 
Mstep: Class 15 contains 71526 members 
Mstep: Class 17 contains 89210 members 
Mstep: Class 18 contains 62173 members 
Mstep: Class 19 contains 16447 members 
Mstep: Class 20 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272370496.000000 Penalty: 197397.765625
Iteration 39Q: 24 clusters Score -2.723705e+08 nChanged 27246
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 90881 members 
Mstep: Class 2 contains 13815 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 35139 members 
Mstep: Class 5 contains 126057 members 
Mstep: Class 6 contains 69687 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 157466 members 
Mstep: Class 9 contains 57393 members 
Mstep: Class 10 contains 112180 members 
Mstep: Class 11 contains 59739 members 
Mstep: Class 12 contains 15569 members 
Mstep: Class 13 contains 136047 members 
Mstep: Class 14 contains 43968 members 
Mstep: Class 15 contains 71195 members 
Mstep: Class 16 contains 5390 members 
Mstep: Class 17 contains 88289 members 
Mstep: Class 18 contains 61733 members 
Mstep: Class 19 contains 16672 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 32001 members 
Mstep: Class 22 contains 4920 members 
Mstep: Class 23 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 8478.047852 but Gain 8582.500000
Score: -272383200.000000 Penalty: 188815.265625
Iteration 40F: 23 clusters Score -2.723832e+08 nChanged 17284
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 34700 members 
Mstep: Class 5 contains 123883 members 
Mstep: Class 6 contains 69637 members 
Mstep: Class 7 contains 14213 members 
Mstep: Class 8 contains 157509 members 
Mstep: Class 9 contains 56904 members 
Mstep: Class 10 contains 111298 members 
Mstep: Class 11 contains 59934 members 
Mstep: Class 12 contains 15511 members 
Mstep: Class 13 contains 135891 members 
Mstep: Class 14 contains 43783 members 
Mstep: Class 15 contains 70619 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 87672 members 
Mstep: Class 18 contains 61179 members 
Mstep: Class 19 contains 16800 members 
Mstep: Class 21 contains 33598 members 
Mstep: Class 22 contains 5076 members 
Mstep: Class 23 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272391264.000000 Penalty: 188815.265625
Iteration 41Q: 23 clusters Score -2.723913e+08 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 14553 members 
Mstep: Class 3 contains 1973 members 
Mstep: Class 4 contains 34435 members 
Mstep: Class 5 contains 122235 members 
Mstep: Class 6 contains 69648 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 157466 members 
Mstep: Class 9 contains 56476 members 
Mstep: Class 10 contains 111239 members 
Mstep: Class 11 contains 60053 members 
Mstep: Class 12 contains 15515 members 
Mstep: Class 13 contains 135114 members 
Mstep: Class 14 contains 43622 members 
Mstep: Class 15 contains 70152 members 
Mstep: Class 16 contains 8228 members 
Mstep: Class 17 contains 87283 members 
Mstep: Class 18 contains 60809 members 
Mstep: Class 19 contains 16983 members 
Mstep: Class 21 contains 34533 members 
Mstep: Class 22 contains 5167 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272394848.000000 Penalty: 188815.265625
Iteration 42Q: 23 clusters Score -2.723948e+08 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 14765 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 34257 members 
Mstep: Class 5 contains 120919 members 
Mstep: Class 6 contains 69625 members 
Mstep: Class 7 contains 13774 members 
Mstep: Class 8 contains 157466 members 
Mstep: Class 9 contains 56130 members 
Mstep: Class 10 contains 111625 members 
Mstep: Class 11 contains 60100 members 
Mstep: Class 12 contains 15549 members 
Mstep: Class 13 contains 134083 members 
Mstep: Class 14 contains 43416 members 
Mstep: Class 15 contains 69744 members 
Mstep: Class 16 contains 9307 members 
Mstep: Class 17 contains 86922 members 
Mstep: Class 18 contains 60522 members 
Mstep: Class 19 contains 17243 members 
Mstep: Class 21 contains 35272 members 
Mstep: Class 22 contains 5222 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272397888.000000 Penalty: 188815.265625
Iteration 43Q: 23 clusters Score -2.723979e+08 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 34139 members 
Mstep: Class 5 contains 119861 members 
Mstep: Class 6 contains 69594 members 
Mstep: Class 7 contains 13662 members 
Mstep: Class 8 contains 157471 members 
Mstep: Class 9 contains 55830 members 
Mstep: Class 10 contains 112082 members 
Mstep: Class 11 contains 60126 members 
Mstep: Class 12 contains 15623 members 
Mstep: Class 13 contains 132941 members 
Mstep: Class 14 contains 43235 members 
Mstep: Class 15 contains 69388 members 
Mstep: Class 16 contains 10261 members 
Mstep: Class 17 contains 86581 members 
Mstep: Class 18 contains 60230 members 
Mstep: Class 19 contains 17550 members 
Mstep: Class 21 contains 35870 members 
Mstep: Class 22 contains 5282 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272398304.000000 Penalty: 188815.265625
Iteration 44Q: 23 clusters Score -2.723983e+08 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 34081 members 
Mstep: Class 5 contains 119006 members 
Mstep: Class 6 contains 69537 members 
Mstep: Class 7 contains 13611 members 
Mstep: Class 8 contains 157442 members 
Mstep: Class 9 contains 55540 members 
Mstep: Class 10 contains 112673 members 
Mstep: Class 11 contains 60148 members 
Mstep: Class 12 contains 15710 members 
Mstep: Class 13 contains 131818 members 
Mstep: Class 14 contains 43072 members 
Mstep: Class 15 contains 69086 members 
Mstep: Class 16 contains 11027 members 
Mstep: Class 17 contains 86248 members 
Mstep: Class 18 contains 59965 members 
Mstep: Class 19 contains 17931 members 
Mstep: Class 21 contains 36313 members 
Mstep: Class 22 contains 5333 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272399232.000000 Penalty: 188815.265625
Iteration 45Q: 23 clusters Score -2.723992e+08 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 100844 members 
Mstep: Class 2 contains 15057 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 34037 members 
Mstep: Class 5 contains 118254 members 
Mstep: Class 6 contains 69477 members 
Mstep: Class 7 contains 13569 members 
Mstep: Class 8 contains 157444 members 
Mstep: Class 9 contains 55274 members 
Mstep: Class 10 contains 113230 members 
Mstep: Class 11 contains 60142 members 
Mstep: Class 12 contains 15763 members 
Mstep: Class 13 contains 130799 members 
Mstep: Class 14 contains 42941 members 
Mstep: Class 15 contains 68777 members 
Mstep: Class 16 contains 11684 members 
Mstep: Class 17 contains 85989 members 
Mstep: Class 18 contains 59704 members 
Mstep: Class 19 contains 18357 members 
Mstep: Class 21 contains 36671 members 
Mstep: Class 22 contains 5378 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272400992.000000 Penalty: 188815.265625
Iteration 46Q: 23 clusters Score -2.72401e+08 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 15107 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 4 contains 34007 members 
Mstep: Class 5 contains 117617 members 
Mstep: Class 6 contains 69428 members 
Mstep: Class 7 contains 13525 members 
Mstep: Class 8 contains 157447 members 
Mstep: Class 9 contains 55032 members 
Mstep: Class 10 contains 113828 members 
Mstep: Class 11 contains 60149 members 
Mstep: Class 12 contains 15844 members 
Mstep: Class 13 contains 129854 members 
Mstep: Class 14 contains 42834 members 
Mstep: Class 15 contains 68516 members 
Mstep: Class 16 contains 12206 members 
Mstep: Class 17 contains 85667 members 
Mstep: Class 18 contains 59519 members 
Mstep: Class 19 contains 18686 members 
Mstep: Class 21 contains 36978 members 
Mstep: Class 22 contains 5421 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272401888.000000 Penalty: 188815.265625
Iteration 47Q: 23 clusters Score -2.724019e+08 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 102605 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 1513 members 
Mstep: Class 4 contains 33982 members 
Mstep: Class 5 contains 117044 members 
Mstep: Class 6 contains 69368 members 
Mstep: Class 7 contains 13509 members 
Mstep: Class 8 contains 157414 members 
Mstep: Class 9 contains 54795 members 
Mstep: Class 10 contains 114375 members 
Mstep: Class 11 contains 60166 members 
Mstep: Class 12 contains 15892 members 
Mstep: Class 13 contains 129011 members 
Mstep: Class 14 contains 42753 members 
Mstep: Class 15 contains 68298 members 
Mstep: Class 16 contains 12666 members 
Mstep: Class 17 contains 85381 members 
Mstep: Class 18 contains 59362 members 
Mstep: Class 19 contains 19000 members 
Mstep: Class 21 contains 37240 members 
Mstep: Class 22 contains 5454 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272402464.000000 Penalty: 188815.265625
Iteration 48Q: 23 clusters Score -2.724025e+08 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 103358 members 
Mstep: Class 2 contains 15210 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 33956 members 
Mstep: Class 5 contains 116566 members 
Mstep: Class 6 contains 69297 members 
Mstep: Class 7 contains 13484 members 
Mstep: Class 8 contains 157369 members 
Mstep: Class 9 contains 54579 members 
Mstep: Class 10 contains 114952 members 
Mstep: Class 11 contains 60167 members 
Mstep: Class 12 contains 15920 members 
Mstep: Class 13 contains 128175 members 
Mstep: Class 14 contains 42688 members 
Mstep: Class 15 contains 68088 members 
Mstep: Class 16 contains 13059 members 
Mstep: Class 17 contains 85148 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 19267 members 
Mstep: Class 21 contains 37489 members 
Mstep: Class 22 contains 5478 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272403456.000000 Penalty: 188815.265625
Iteration 49Q: 23 clusters Score -2.724035e+08 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 104025 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 33935 members 
Mstep: Class 5 contains 116174 members 
Mstep: Class 6 contains 69204 members 
Mstep: Class 7 contains 13479 members 
Mstep: Class 8 contains 157352 members 
Mstep: Class 9 contains 54355 members 
Mstep: Class 10 contains 115466 members 
Mstep: Class 11 contains 60158 members 
Mstep: Class 12 contains 15961 members 
Mstep: Class 13 contains 127483 members 
Mstep: Class 14 contains 42633 members 
Mstep: Class 15 contains 67912 members 
Mstep: Class 16 contains 13395 members 
Mstep: Class 17 contains 84894 members 
Mstep: Class 18 contains 59158 members 
Mstep: Class 19 contains 19475 members 
Mstep: Class 21 contains 37711 members 
Mstep: Class 22 contains 5497 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272404288.000000 Penalty: 188815.265625
Iteration 50Q: 23 clusters Score -2.724043e+08 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 15300 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 33920 members 
Mstep: Class 5 contains 115799 members 
Mstep: Class 6 contains 69129 members 
Mstep: Class 7 contains 13470 members 
Mstep: Class 8 contains 157318 members 
Mstep: Class 9 contains 54148 members 
Mstep: Class 10 contains 115922 members 
Mstep: Class 11 contains 60152 members 
Mstep: Class 12 contains 16019 members 
Mstep: Class 13 contains 126887 members 
Mstep: Class 14 contains 42552 members 
Mstep: Class 15 contains 67777 members 
Mstep: Class 16 contains 13674 members 
Mstep: Class 17 contains 84652 members 
Mstep: Class 18 contains 59137 members 
Mstep: Class 19 contains 19655 members 
Mstep: Class 21 contains 37910 members 
Mstep: Class 22 contains 5522 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272404992.000000 Penalty: 188815.265625
Iteration 51Q: 23 clusters Score -2.72405e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 15336 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 33914 members 
Mstep: Class 5 contains 115499 members 
Mstep: Class 6 contains 69029 members 
Mstep: Class 7 contains 13463 members 
Mstep: Class 8 contains 157287 members 
Mstep: Class 9 contains 53909 members 
Mstep: Class 10 contains 116216 members 
Mstep: Class 11 contains 60161 members 
Mstep: Class 12 contains 16078 members 
Mstep: Class 13 contains 126444 members 
Mstep: Class 14 contains 42464 members 
Mstep: Class 15 contains 67706 members 
Mstep: Class 16 contains 13967 members 
Mstep: Class 17 contains 84442 members 
Mstep: Class 18 contains 59104 members 
Mstep: Class 19 contains 19803 members 
Mstep: Class 21 contains 38081 members 
Mstep: Class 22 contains 5534 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272405280.000000 Penalty: 188815.265625
Iteration 52Q: 23 clusters Score -2.724053e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 105631 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 33899 members 
Mstep: Class 5 contains 115238 members 
Mstep: Class 6 contains 68960 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 157260 members 
Mstep: Class 9 contains 53647 members 
Mstep: Class 10 contains 116543 members 
Mstep: Class 11 contains 60160 members 
Mstep: Class 12 contains 16112 members 
Mstep: Class 13 contains 126054 members 
Mstep: Class 14 contains 42377 members 
Mstep: Class 15 contains 67696 members 
Mstep: Class 16 contains 14194 members 
Mstep: Class 17 contains 84248 members 
Mstep: Class 18 contains 59109 members 
Mstep: Class 19 contains 19908 members 
Mstep: Class 21 contains 38218 members 
Mstep: Class 22 contains 5546 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272406016.000000 Penalty: 188815.265625
Iteration 53Q: 23 clusters Score -2.72406e+08 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 15381 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 33898 members 
Mstep: Class 5 contains 114986 members 
Mstep: Class 6 contains 68883 members 
Mstep: Class 7 contains 13449 members 
Mstep: Class 8 contains 157245 members 
Mstep: Class 9 contains 53412 members 
Mstep: Class 10 contains 116842 members 
Mstep: Class 11 contains 60143 members 
Mstep: Class 12 contains 16168 members 
Mstep: Class 13 contains 125744 members 
Mstep: Class 14 contains 42284 members 
Mstep: Class 15 contains 67671 members 
Mstep: Class 16 contains 14397 members 
Mstep: Class 17 contains 84001 members 
Mstep: Class 18 contains 59113 members 
Mstep: Class 19 contains 20015 members 
Mstep: Class 21 contains 38344 members 
Mstep: Class 22 contains 5560 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272406208.000000 Penalty: 188815.265625
Iteration 54Q: 23 clusters Score -2.724062e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 106567 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 33896 members 
Mstep: Class 5 contains 114740 members 
Mstep: Class 6 contains 68795 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 157213 members 
Mstep: Class 9 contains 53171 members 
Mstep: Class 10 contains 117115 members 
Mstep: Class 11 contains 60143 members 
Mstep: Class 12 contains 16247 members 
Mstep: Class 13 contains 125470 members 
Mstep: Class 14 contains 42181 members 
Mstep: Class 15 contains 67688 members 
Mstep: Class 16 contains 14570 members 
Mstep: Class 17 contains 83756 members 
Mstep: Class 18 contains 59100 members 
Mstep: Class 19 contains 20104 members 
Mstep: Class 21 contains 38466 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272406176.000000 Penalty: 188815.265625
Iteration 55Q: 23 clusters Score -2.724062e+08 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 106982 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 1335 members 
Mstep: Class 4 contains 33897 members 
Mstep: Class 5 contains 114543 members 
Mstep: Class 6 contains 68674 members 
Mstep: Class 7 contains 13437 members 
Mstep: Class 8 contains 157172 members 
Mstep: Class 9 contains 52890 members 
Mstep: Class 10 contains 117364 members 
Mstep: Class 11 contains 60137 members 
Mstep: Class 12 contains 16338 members 
Mstep: Class 13 contains 125272 members 
Mstep: Class 14 contains 42114 members 
Mstep: Class 15 contains 67708 members 
Mstep: Class 16 contains 14712 members 
Mstep: Class 17 contains 83510 members 
Mstep: Class 18 contains 59113 members 
Mstep: Class 19 contains 20173 members 
Mstep: Class 21 contains 38614 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272406560.000000 Penalty: 188815.265625
Iteration 56Q: 23 clusters Score -2.724066e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 107344 members 
Mstep: Class 2 contains 15424 members 
Mstep: Class 3 contains 1334 members 
Mstep: Class 4 contains 33901 members 
Mstep: Class 5 contains 114357 members 
Mstep: Class 6 contains 68574 members 
Mstep: Class 7 contains 13424 members 
Mstep: Class 8 contains 157136 members 
Mstep: Class 9 contains 52640 members 
Mstep: Class 10 contains 117590 members 
Mstep: Class 11 contains 60120 members 
Mstep: Class 12 contains 16424 members 
Mstep: Class 13 contains 125160 members 
Mstep: Class 14 contains 42045 members 
Mstep: Class 15 contains 67745 members 
Mstep: Class 16 contains 14816 members 
Mstep: Class 17 contains 83244 members 
Mstep: Class 18 contains 59140 members 
Mstep: Class 19 contains 20218 members 
Mstep: Class 21 contains 38754 members 
Mstep: Class 22 contains 5591 members 
Mstep: Class 23 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272406944.000000 Penalty: 188815.265625
Iteration 57Q: 23 clusters Score -2.724069e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 107687 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 33895 members 
Mstep: Class 5 contains 114196 members 
Mstep: Class 6 contains 68493 members 
Mstep: Class 7 contains 13435 members 
Mstep: Class 8 contains 157124 members 
Mstep: Class 9 contains 52340 members 
Mstep: Class 10 contains 117751 members 
Mstep: Class 11 contains 60109 members 
Mstep: Class 12 contains 16493 members 
Mstep: Class 13 contains 125107 members 
Mstep: Class 14 contains 41980 members 
Mstep: Class 15 contains 67819 members 
Mstep: Class 16 contains 14913 members 
Mstep: Class 17 contains 82991 members 
Mstep: Class 18 contains 59154 members 
Mstep: Class 19 contains 20247 members 
Mstep: Class 21 contains 38883 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272407168.000000 Penalty: 188815.265625
Iteration 58Q: 23 clusters Score -2.724072e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 33893 members 
Mstep: Class 5 contains 114051 members 
Mstep: Class 6 contains 68405 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 157124 members 
Mstep: Class 9 contains 52012 members 
Mstep: Class 10 contains 117947 members 
Mstep: Class 11 contains 60113 members 
Mstep: Class 12 contains 16580 members 
Mstep: Class 13 contains 125089 members 
Mstep: Class 14 contains 41906 members 
Mstep: Class 15 contains 67876 members 
Mstep: Class 16 contains 14973 members 
Mstep: Class 17 contains 82711 members 
Mstep: Class 18 contains 59176 members 
Mstep: Class 19 contains 20279 members 
Mstep: Class 21 contains 39004 members 
Mstep: Class 22 contains 5614 members 
Mstep: Class 23 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272407648.000000 Penalty: 188815.265625
Iteration 59Q: 23 clusters Score -2.724076e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 108339 members 
Mstep: Class 2 contains 15459 members 
Mstep: Class 3 contains 1296 members 
Mstep: Class 4 contains 33890 members 
Mstep: Class 5 contains 113902 members 
Mstep: Class 6 contains 68294 members 
Mstep: Class 7 contains 13452 members 
Mstep: Class 8 contains 157112 members 
Mstep: Class 9 contains 51634 members 
Mstep: Class 10 contains 118080 members 
Mstep: Class 11 contains 60115 members 
Mstep: Class 12 contains 16654 members 
Mstep: Class 13 contains 125158 members 
Mstep: Class 14 contains 41831 members 
Mstep: Class 15 contains 67990 members 
Mstep: Class 16 contains 15038 members 
Mstep: Class 17 contains 82462 members 
Mstep: Class 18 contains 59205 members 
Mstep: Class 19 contains 20303 members 
Mstep: Class 21 contains 39148 members 
Mstep: Class 22 contains 5619 members 
Mstep: Class 23 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272407616.000000 Penalty: 188815.265625
Iteration 60F: 23 clusters Score -2.724076e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 15482 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 33898 members 
Mstep: Class 5 contains 113756 members 
Mstep: Class 6 contains 68187 members 
Mstep: Class 7 contains 13463 members 
Mstep: Class 8 contains 157103 members 
Mstep: Class 9 contains 51232 members 
Mstep: Class 10 contains 118239 members 
Mstep: Class 11 contains 60115 members 
Mstep: Class 12 contains 16690 members 
Mstep: Class 13 contains 125243 members 
Mstep: Class 14 contains 41765 members 
Mstep: Class 15 contains 68103 members 
Mstep: Class 16 contains 15088 members 
Mstep: Class 17 contains 82225 members 
Mstep: Class 18 contains 59184 members 
Mstep: Class 19 contains 20360 members 
Mstep: Class 21 contains 39288 members 
Mstep: Class 22 contains 5625 members 
Mstep: Class 23 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272407968.000000 Penalty: 188815.265625
Iteration 61Q: 23 clusters Score -2.72408e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 15489 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 33901 members 
Mstep: Class 5 contains 113636 members 
Mstep: Class 6 contains 68062 members 
Mstep: Class 7 contains 13463 members 
Mstep: Class 8 contains 157076 members 
Mstep: Class 9 contains 50784 members 
Mstep: Class 10 contains 118345 members 
Mstep: Class 11 contains 60107 members 
Mstep: Class 12 contains 16779 members 
Mstep: Class 13 contains 125431 members 
Mstep: Class 14 contains 41676 members 
Mstep: Class 15 contains 68251 members 
Mstep: Class 16 contains 15150 members 
Mstep: Class 17 contains 81970 members 
Mstep: Class 18 contains 59183 members 
Mstep: Class 19 contains 20427 members 
Mstep: Class 21 contains 39446 members 
Mstep: Class 22 contains 5634 members 
Mstep: Class 23 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272407936.000000 Penalty: 188815.265625
Iteration 62Q: 23 clusters Score -2.724079e+08 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 109206 members 
Mstep: Class 2 contains 15492 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 33892 members 
Mstep: Class 5 contains 113506 members 
Mstep: Class 6 contains 67946 members 
Mstep: Class 7 contains 13466 members 
Mstep: Class 8 contains 157070 members 
Mstep: Class 9 contains 50248 members 
Mstep: Class 10 contains 118426 members 
Mstep: Class 11 contains 60103 members 
Mstep: Class 12 contains 16842 members 
Mstep: Class 13 contains 125728 members 
Mstep: Class 14 contains 41619 members 
Mstep: Class 15 contains 68397 members 
Mstep: Class 16 contains 15224 members 
Mstep: Class 17 contains 81683 members 
Mstep: Class 18 contains 59192 members 
Mstep: Class 19 contains 20477 members 
Mstep: Class 21 contains 39621 members 
Mstep: Class 22 contains 5643 members 
Mstep: Class 23 contains 2443 members 
Entering Unmasked Estep 
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Score: -272408352.000000 Penalty: 188815.265625
Iteration 63Q: 23 clusters Score -2.724084e+08 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 109471 members 
Mstep: Class 2 contains 15495 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 33890 members 
Mstep: Class 5 contains 113405 members 
Mstep: Class 6 contains 67832 members 
Mstep: Class 7 contains 13467 members 
Mstep: Class 8 contains 157062 members 
Mstep: Class 9 contains 49653 members 
Mstep: Class 10 contains 118526 members 
Mstep: Class 11 contains 60102 members 
Mstep: Class 12 contains 16898 members 
Mstep: Class 13 contains 126050 members 
Mstep: Class 14 contains 41573 members 
Mstep: Class 15 contains 68584 members 
Mstep: Class 16 contains 15295 members 
Mstep: Class 17 contains 81363 members 
Mstep: Class 18 contains 59200 members 
Mstep: Class 19 contains 20509 members 
Mstep: Class 21 contains 39781 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 2443 members 
Entering Unmasked Estep 
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Score: -272408384.000000 Penalty: 188815.265625
Iteration 64Q: 23 clusters Score -2.724084e+08 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 109729 members 
Mstep: Class 2 contains 15503 members 
Mstep: Class 3 contains 1172 members 
Mstep: Class 4 contains 33890 members 
Mstep: Class 5 contains 113331 members 
Mstep: Class 6 contains 67726 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 157061 members 
Mstep: Class 9 contains 48935 members 
Mstep: Class 10 contains 118627 members 
Mstep: Class 11 contains 60095 members 
Mstep: Class 12 contains 16928 members 
Mstep: Class 13 contains 126418 members 
Mstep: Class 14 contains 41531 members 
Mstep: Class 15 contains 68854 members 
Mstep: Class 16 contains 15351 members 
Mstep: Class 17 contains 81044 members 
Mstep: Class 18 contains 59217 members 
Mstep: Class 19 contains 20524 members 
Mstep: Class 21 contains 39911 members 
Mstep: Class 22 contains 5662 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
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Score: -272408544.000000 Penalty: 188815.265625
Iteration 65Q: 23 clusters Score -2.724085e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 110005 members 
Mstep: Class 2 contains 15512 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 33891 members 
Mstep: Class 5 contains 113264 members 
Mstep: Class 6 contains 67612 members 
Mstep: Class 7 contains 13500 members 
Mstep: Class 8 contains 157064 members 
Mstep: Class 9 contains 48068 members 
Mstep: Class 10 contains 118711 members 
Mstep: Class 11 contains 60085 members 
Mstep: Class 12 contains 16938 members 
Mstep: Class 13 contains 126893 members 
Mstep: Class 14 contains 41459 members 
Mstep: Class 15 contains 69198 members 
Mstep: Class 16 contains 15416 members 
Mstep: Class 17 contains 80702 members 
Mstep: Class 18 contains 59245 members 
Mstep: Class 19 contains 20543 members 
Mstep: Class 21 contains 40044 members 
Mstep: Class 22 contains 5672 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -2.724084e+08 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 110308 members 
Mstep: Class 2 contains 15526 members 
Mstep: Class 3 contains 1161 members 
Mstep: Class 4 contains 33901 members 
Mstep: Class 5 contains 113194 members 
Mstep: Class 6 contains 67489 members 
Mstep: Class 7 contains 13516 members 
Mstep: Class 8 contains 157081 members 
Mstep: Class 9 contains 46974 members 
Mstep: Class 10 contains 118861 members 
Mstep: Class 11 contains 60059 members 
Mstep: Class 12 contains 16939 members 
Mstep: Class 13 contains 127458 members 
Mstep: Class 14 contains 41366 members 
Mstep: Class 15 contains 69652 members 
Mstep: Class 16 contains 15486 members 
Mstep: Class 17 contains 80341 members 
Mstep: Class 18 contains 59254 members 
Mstep: Class 19 contains 20563 members 
Mstep: Class 21 contains 40177 members 
Mstep: Class 22 contains 5681 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272409312.000000 Penalty: 188815.265625
Iteration 67Q: 23 clusters Score -2.724093e+08 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 15547 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 33901 members 
Mstep: Class 5 contains 113117 members 
Mstep: Class 6 contains 67333 members 
Mstep: Class 7 contains 13537 members 
Mstep: Class 8 contains 157089 members 
Mstep: Class 9 contains 45743 members 
Mstep: Class 10 contains 119007 members 
Mstep: Class 11 contains 60025 members 
Mstep: Class 12 contains 16953 members 
Mstep: Class 13 contains 128067 members 
Mstep: Class 14 contains 41258 members 
Mstep: Class 15 contains 70168 members 
Mstep: Class 16 contains 15567 members 
Mstep: Class 17 contains 79907 members 
Mstep: Class 18 contains 59249 members 
Mstep: Class 19 contains 20591 members 
Mstep: Class 21 contains 40354 members 
Mstep: Class 22 contains 5689 members 
Mstep: Class 23 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272410816.000000 Penalty: 188815.265625
Iteration 68Q: 23 clusters Score -2.724108e+08 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 111215 members 
Mstep: Class 2 contains 15560 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 33898 members 
Mstep: Class 5 contains 113047 members 
Mstep: Class 6 contains 67199 members 
Mstep: Class 7 contains 13548 members 
Mstep: Class 8 contains 157088 members 
Mstep: Class 9 contains 44568 members 
Mstep: Class 10 contains 119201 members 
Mstep: Class 11 contains 59976 members 
Mstep: Class 12 contains 16981 members 
Mstep: Class 13 contains 128599 members 
Mstep: Class 14 contains 41151 members 
Mstep: Class 15 contains 70753 members 
Mstep: Class 16 contains 15630 members 
Mstep: Class 17 contains 79364 members 
Mstep: Class 18 contains 59232 members 
Mstep: Class 19 contains 20608 members 
Mstep: Class 21 contains 40508 members 
Mstep: Class 22 contains 5699 members 
Mstep: Class 23 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272412096.000000 Penalty: 188815.265625
Iteration 69Q: 23 clusters Score -2.724121e+08 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 111753 members 
Mstep: Class 2 contains 15571 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 33902 members 
Mstep: Class 5 contains 112975 members 
Mstep: Class 6 contains 67083 members 
Mstep: Class 7 contains 13555 members 
Mstep: Class 8 contains 157114 members 
Mstep: Class 9 contains 43465 members 
Mstep: Class 10 contains 119369 members 
Mstep: Class 11 contains 59926 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 129081 members 
Mstep: Class 14 contains 41064 members 
Mstep: Class 15 contains 71179 members 
Mstep: Class 16 contains 15700 members 
Mstep: Class 17 contains 78866 members 
Mstep: Class 18 contains 59230 members 
Mstep: Class 19 contains 20623 members 
Mstep: Class 21 contains 40670 members 
Mstep: Class 22 contains 5709 members 
Mstep: Class 23 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272413664.000000 Penalty: 188815.265625
Iteration 70Q: 23 clusters Score -2.724137e+08 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 112288 members 
Mstep: Class 2 contains 15571 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 4 contains 33904 members 
Mstep: Class 5 contains 112917 members 
Mstep: Class 6 contains 66963 members 
Mstep: Class 7 contains 13563 members 
Mstep: Class 8 contains 157142 members 
Mstep: Class 9 contains 42658 members 
Mstep: Class 10 contains 119529 members 
Mstep: Class 11 contains 59895 members 
Mstep: Class 12 contains 17007 members 
Mstep: Class 13 contains 129405 members 
Mstep: Class 14 contains 40951 members 
Mstep: Class 15 contains 71472 members 
Mstep: Class 16 contains 15767 members 
Mstep: Class 17 contains 78392 members 
Mstep: Class 18 contains 59218 members 
Mstep: Class 19 contains 20650 members 
Mstep: Class 21 contains 40810 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272414528.000000 Penalty: 188815.265625
Iteration 71Q: 23 clusters Score -2.724145e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 112817 members 
Mstep: Class 2 contains 15580 members 
Mstep: Class 3 contains 1153 members 
Mstep: Class 4 contains 33896 members 
Mstep: Class 5 contains 112847 members 
Mstep: Class 6 contains 66849 members 
Mstep: Class 7 contains 13570 members 
Mstep: Class 8 contains 157157 members 
Mstep: Class 9 contains 42160 members 
Mstep: Class 10 contains 119635 members 
Mstep: Class 11 contains 59870 members 
Mstep: Class 12 contains 17013 members 
Mstep: Class 13 contains 129573 members 
Mstep: Class 14 contains 40843 members 
Mstep: Class 15 contains 71595 members 
Mstep: Class 16 contains 15813 members 
Mstep: Class 17 contains 78053 members 
Mstep: Class 18 contains 59195 members 
Mstep: Class 19 contains 20679 members 
Mstep: Class 21 contains 40946 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272415520.000000 Penalty: 188815.265625
Iteration 72Q: 23 clusters Score -2.724155e+08 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 113317 members 
Mstep: Class 2 contains 15586 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 33897 members 
Mstep: Class 5 contains 112757 members 
Mstep: Class 6 contains 66755 members 
Mstep: Class 7 contains 13589 members 
Mstep: Class 8 contains 157120 members 
Mstep: Class 9 contains 41895 members 
Mstep: Class 10 contains 119695 members 
Mstep: Class 11 contains 59867 members 
Mstep: Class 12 contains 17004 members 
Mstep: Class 13 contains 129678 members 
Mstep: Class 14 contains 40727 members 
Mstep: Class 15 contains 71589 members 
Mstep: Class 16 contains 15852 members 
Mstep: Class 17 contains 77782 members 
Mstep: Class 18 contains 59196 members 
Mstep: Class 19 contains 20704 members 
Mstep: Class 21 contains 41066 members 
Mstep: Class 22 contains 5750 members 
Mstep: Class 23 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272415872.000000 Penalty: 188815.265625
Iteration 73Q: 23 clusters Score -2.724159e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 113753 members 
Mstep: Class 2 contains 15595 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 33896 members 
Mstep: Class 5 contains 112686 members 
Mstep: Class 6 contains 66661 members 
Mstep: Class 7 contains 13599 members 
Mstep: Class 8 contains 157083 members 
Mstep: Class 9 contains 41796 members 
Mstep: Class 10 contains 119775 members 
Mstep: Class 11 contains 59861 members 
Mstep: Class 12 contains 16997 members 
Mstep: Class 13 contains 129677 members 
Mstep: Class 14 contains 40626 members 
Mstep: Class 15 contains 71565 members 
Mstep: Class 16 contains 15887 members 
Mstep: Class 17 contains 77503 members 
Mstep: Class 18 contains 59176 members 
Mstep: Class 19 contains 20724 members 
Mstep: Class 21 contains 41200 members 
Mstep: Class 22 contains 5766 members 
Mstep: Class 23 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272415488.000000 Penalty: 188815.265625
Iteration 74Q: 23 clusters Score -2.724155e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 114130 members 
Mstep: Class 2 contains 15599 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 33899 members 
Mstep: Class 5 contains 112614 members 
Mstep: Class 6 contains 66557 members 
Mstep: Class 7 contains 13615 members 
Mstep: Class 8 contains 157049 members 
Mstep: Class 9 contains 41771 members 
Mstep: Class 10 contains 119791 members 
Mstep: Class 11 contains 59861 members 
Mstep: Class 12 contains 16996 members 
Mstep: Class 13 contains 129659 members 
Mstep: Class 14 contains 40523 members 
Mstep: Class 15 contains 71542 members 
Mstep: Class 16 contains 15916 members 
Mstep: Class 17 contains 77277 members 
Mstep: Class 18 contains 59158 members 
Mstep: Class 19 contains 20748 members 
Mstep: Class 21 contains 41338 members 
Mstep: Class 22 contains 5784 members 
Mstep: Class 23 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272415296.000000 Penalty: 188815.265625
Iteration 75Q: 23 clusters Score -2.724153e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 114476 members 
Mstep: Class 2 contains 15611 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 33900 members 
Mstep: Class 5 contains 112563 members 
Mstep: Class 6 contains 66414 members 
Mstep: Class 7 contains 13630 members 
Mstep: Class 8 contains 157014 members 
Mstep: Class 9 contains 41774 members 
Mstep: Class 10 contains 119832 members 
Mstep: Class 11 contains 59847 members 
Mstep: Class 12 contains 17004 members 
Mstep: Class 13 contains 129611 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 71506 members 
Mstep: Class 16 contains 15941 members 
Mstep: Class 17 contains 77079 members 
Mstep: Class 18 contains 59139 members 
Mstep: Class 19 contains 20761 members 
Mstep: Class 21 contains 41508 members 
Mstep: Class 22 contains 5792 members 
Mstep: Class 23 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272415520.000000 Penalty: 188815.265625
Iteration 76Q: 23 clusters Score -2.724155e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 114777 members 
Mstep: Class 2 contains 15620 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 33910 members 
Mstep: Class 5 contains 112506 members 
Mstep: Class 6 contains 66258 members 
Mstep: Class 7 contains 13642 members 
Mstep: Class 8 contains 156975 members 
Mstep: Class 9 contains 41802 members 
Mstep: Class 10 contains 119872 members 
Mstep: Class 11 contains 59849 members 
Mstep: Class 12 contains 17004 members 
Mstep: Class 13 contains 129588 members 
Mstep: Class 14 contains 40342 members 
Mstep: Class 15 contains 71460 members 
Mstep: Class 16 contains 15958 members 
Mstep: Class 17 contains 76895 members 
Mstep: Class 18 contains 59123 members 
Mstep: Class 19 contains 20775 members 
Mstep: Class 21 contains 41677 members 
Mstep: Class 22 contains 5795 members 
Mstep: Class 23 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272415232.000000 Penalty: 188815.265625
Iteration 77Q: 23 clusters Score -2.724152e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 15627 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 33917 members 
Mstep: Class 5 contains 112431 members 
Mstep: Class 6 contains 66097 members 
Mstep: Class 7 contains 13663 members 
Mstep: Class 8 contains 156961 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 119891 members 
Mstep: Class 11 contains 59840 members 
Mstep: Class 12 contains 17020 members 
Mstep: Class 13 contains 129556 members 
Mstep: Class 14 contains 40255 members 
Mstep: Class 15 contains 71435 members 
Mstep: Class 16 contains 15972 members 
Mstep: Class 17 contains 76736 members 
Mstep: Class 18 contains 59105 members 
Mstep: Class 19 contains 20776 members 
Mstep: Class 21 contains 41852 members 
Mstep: Class 22 contains 5798 members 
Mstep: Class 23 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272415040.000000 Penalty: 188815.265625
Iteration 78Q: 23 clusters Score -2.72415e+08 nChanged 1228
Entering ConstructFrom: 
Score: -272415040.000000 Penalty: 188815.265625
Entering ConstructFrom: 
Trying to split cluster 1 (115260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115260 members 
Entering Unmasked Estep 
Score: -26214714.000000 Penalty: 7138.653809
	Iteration 0F: 2 clusters Score -2.621471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -26137244.000000 Penalty: 14277.307617
	Iteration 0F: 3 clusters Score -2.613724e+07 nChanged 53111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -26166672.000000 Penalty: 14277.307617
	Iteration 1F: 3 clusters Score -2.616667e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -26167932.000000 Penalty: 14277.307617
	Iteration 2Q: 3 clusters Score -2.616793e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -26169206.000000 Penalty: 14277.307617
	Iteration 3Q: 3 clusters Score -2.616921e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -26170478.000000 Penalty: 14277.307617
	Iteration 4Q: 3 clusters Score -2.617048e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -26171660.000000 Penalty: 14277.307617
	Iteration 5Q: 3 clusters Score -2.617166e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -26173434.000000 Penalty: 14277.307617
	Iteration 6Q: 3 clusters Score -2.617343e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -26175464.000000 Penalty: 14277.307617
	Iteration 7Q: 3 clusters Score -2.617546e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -26178800.000000 Penalty: 14277.307617
	Iteration 8Q: 3 clusters Score -2.61788e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -26183070.000000 Penalty: 14277.307617
	Iteration 9F: 3 clusters Score -2.618307e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -26188436.000000 Penalty: 14277.307617
	Iteration 10F: 3 clusters Score -2.618844e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -26194408.000000 Penalty: 14277.307617
	Iteration 11F: 3 clusters Score -2.619441e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -26199376.000000 Penalty: 14277.307617
	Iteration 12F: 3 clusters Score -2.619938e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -26202712.000000 Penalty: 14277.307617
	Iteration 13Q: 3 clusters Score -2.620271e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -26205212.000000 Penalty: 14277.307617
	Iteration 14Q: 3 clusters Score -2.620521e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -26207520.000000 Penalty: 14277.307617
	Iteration 15Q: 3 clusters Score -2.620752e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -26209278.000000 Penalty: 14277.307617
	Iteration 16Q: 3 clusters Score -2.620928e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -26210730.000000 Penalty: 14277.307617
	Iteration 17Q: 3 clusters Score -2.621073e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -26211990.000000 Penalty: 14277.307617
	Iteration 18Q: 3 clusters Score -2.621199e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -26213014.000000 Penalty: 14277.307617
	Iteration 19Q: 3 clusters Score -2.621301e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -26214122.000000 Penalty: 14277.307617
	Iteration 20F: 3 clusters Score -2.621412e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -26214858.000000 Penalty: 14277.307617
	Iteration 21Q: 3 clusters Score -2.621486e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -26215590.000000 Penalty: 14277.307617
	Iteration 22Q: 3 clusters Score -2.621559e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -26216254.000000 Penalty: 14277.307617
	Iteration 23Q: 3 clusters Score -2.621625e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 80497 members 
Entering Unmasked Estep 
Score: -26216846.000000 Penalty: 14277.307617
	Iteration 24Q: 3 clusters Score -2.621685e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -26217314.000000 Penalty: 14277.307617
	Iteration 25Q: 3 clusters Score -2.621731e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -26217732.000000 Penalty: 14277.307617
	Iteration 26Q: 3 clusters Score -2.621773e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -26218116.000000 Penalty: 14277.307617
	Iteration 27Q: 3 clusters Score -2.621812e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -26218280.000000 Penalty: 14277.307617
	Iteration 28Q: 3 clusters Score -2.621828e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
Score: -26218398.000000 Penalty: 14277.307617
	Iteration 29Q: 3 clusters Score -2.62184e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -26218464.000000 Penalty: 14277.307617
	Iteration 30Q: 3 clusters Score -2.621846e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -26218534.000000 Penalty: 14277.307617
	Iteration 31Q: 3 clusters Score -2.621853e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -26218644.000000 Penalty: 14277.307617
	Iteration 32Q: 3 clusters Score -2.621864e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 87081 members 
Entering Unmasked Estep 
Score: -26218658.000000 Penalty: 14277.307617
	Iteration 33Q: 3 clusters Score -2.621866e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -26218686.000000 Penalty: 14277.307617
	Iteration 34Q: 3 clusters Score -2.621869e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -26218718.000000 Penalty: 14277.307617
	Iteration 35Q: 3 clusters Score -2.621872e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -26218692.000000 Penalty: 14277.307617
	Iteration 36Q: 3 clusters Score -2.621869e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -26218696.000000 Penalty: 14277.307617
	Iteration 37Q: 3 clusters Score -2.62187e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 88081 members 
Entering Unmasked Estep 
Score: -26218762.000000 Penalty: 14277.307617
	Iteration 38Q: 3 clusters Score -2.621876e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -26218790.000000 Penalty: 14277.307617
	Iteration 39Q: 3 clusters Score -2.621879e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 88251 members 
Entering Unmasked Estep 
Score: -26218798.000000 Penalty: 14277.307617
	Iteration 40F: 3 clusters Score -2.62188e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -26218796.000000 Penalty: 14277.307617
	Iteration 41Q: 3 clusters Score -2.62188e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -26218852.000000 Penalty: 14277.307617
	Iteration 42Q: 3 clusters Score -2.621885e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 88398 members 
Entering Unmasked Estep 
Score: -26218860.000000 Penalty: 14277.307617
	Iteration 43Q: 3 clusters Score -2.621886e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -26218862.000000 Penalty: 14277.307617
	Iteration 44Q: 3 clusters Score -2.621886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 88449 members 
Entering Unmasked Estep 
Score: -26218868.000000 Penalty: 14277.307617
	Iteration 45Q: 3 clusters Score -2.621887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -26218884.000000 Penalty: 14277.307617
	Iteration 46Q: 3 clusters Score -2.621888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 88476 members 
Entering Unmasked Estep 
Score: -26218878.000000 Penalty: 14277.307617
	Iteration 47Q: 3 clusters Score -2.621888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -26218894.000000 Penalty: 14277.307617
	Iteration 48Q: 3 clusters Score -2.621889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -26218870.000000 Penalty: 14277.307617
	Iteration 49Q: 3 clusters Score -2.621887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -26218884.000000 Penalty: 14277.307617
	Iteration 50Q: 3 clusters Score -2.621888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -26218906.000000 Penalty: 14277.307617
	Iteration 51Q: 3 clusters Score -2.621891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -26218890.000000 Penalty: 14277.307617
	Iteration 52Q: 3 clusters Score -2.621889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -26218870.000000 Penalty: 14277.307617
	Iteration 53Q: 3 clusters Score -2.621887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -26218868.000000 Penalty: 14277.307617
	Iteration 54Q: 3 clusters Score -2.621887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 88510 members 
Entering Unmasked Estep 
Score: -26218890.000000 Penalty: 14277.307617
	Iteration 55Q: 3 clusters Score -2.621889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -26218884.000000 Penalty: 14277.307617
	Iteration 56Q: 3 clusters Score -2.621888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -26218890.000000 Penalty: 14277.307617
	Iteration 57Q: 3 clusters Score -2.621889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -26218880.000000 Penalty: 14277.307617
	Iteration 58Q: 3 clusters Score -2.621888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -26218880.000000 Penalty: 14277.307617
	Iteration 59F: 3 clusters Score -2.621888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 15633 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 33920 members 
Mstep: Class 5 contains 112370 members 
Mstep: Class 6 contains 65919 members 
Mstep: Class 7 contains 13680 members 
Mstep: Class 8 contains 156955 members 
Mstep: Class 9 contains 41909 members 
Mstep: Class 10 contains 119908 members 
Mstep: Class 11 contains 59826 members 
Mstep: Class 12 contains 17038 members 
Mstep: Class 13 contains 129518 members 
Mstep: Class 14 contains 40184 members 
Mstep: Class 15 contains 71411 members 
Mstep: Class 16 contains 15988 members 
Mstep: Class 17 contains 76602 members 
Mstep: Class 18 contains 59098 members 
Mstep: Class 19 contains 20780 members 
Mstep: Class 20 contains 88516 members 
Mstep: Class 21 contains 42032 members 
Mstep: Class 22 contains 5799 members 
Mstep: Class 23 contains 2449 members 
Entering Unmasked Estep 
Score: -272418368.000000 Penalty: 197397.765625
Splitting cluster 1 changes total score from -272415040.000000 to -272418368.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (15633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Entering Unmasked Estep 
Score: -3586434.250000 Penalty: 5914.998047
	Iteration 0F: 2 clusters Score -3586434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3572725.000000 Penalty: 11829.996094
	Iteration 0F: 3 clusters Score -3572725 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3576032.750000 Penalty: 11829.996094
	Iteration 1F: 3 clusters Score -3576033 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3576588.000000 Penalty: 11829.996094
	Iteration 2F: 3 clusters Score -3576588 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3576931.500000 Penalty: 11829.996094
	Iteration 3Q: 3 clusters Score -3576932 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3577189.500000 Penalty: 11829.996094
	Iteration 4Q: 3 clusters Score -3577190 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3577385.500000 Penalty: 11829.996094
	Iteration 5Q: 3 clusters Score -3577386 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3577560.750000 Penalty: 11829.996094
	Iteration 6Q: 3 clusters Score -3577561 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3577750.500000 Penalty: 11829.996094
	Iteration 7Q: 3 clusters Score -3577750 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3577876.500000 Penalty: 11829.996094
	Iteration 8Q: 3 clusters Score -3577876 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3577994.250000 Penalty: 11829.996094
	Iteration 9Q: 3 clusters Score -3577994 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -3578124.000000 Penalty: 11829.996094
	Iteration 10Q: 3 clusters Score -3578124 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -3578240.750000 Penalty: 11829.996094
	Iteration 11Q: 3 clusters Score -3578241 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -3578366.750000 Penalty: 11829.996094
	Iteration 12Q: 3 clusters Score -3578367 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3578508.000000 Penalty: 11829.996094
	Iteration 13Q: 3 clusters Score -3578508 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3578638.750000 Penalty: 11829.996094
	Iteration 14Q: 3 clusters Score -3578639 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3578737.250000 Penalty: 11829.996094
	Iteration 15Q: 3 clusters Score -3578737 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3578863.500000 Penalty: 11829.996094
	Iteration 16Q: 3 clusters Score -3578864 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3578990.000000 Penalty: 11829.996094
	Iteration 17Q: 3 clusters Score -3578990 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3579133.500000 Penalty: 11829.996094
	Iteration 18Q: 3 clusters Score -3579134 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3579302.750000 Penalty: 11829.996094
	Iteration 19Q: 3 clusters Score -3579303 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3579481.750000 Penalty: 11829.996094
	Iteration 20F: 3 clusters Score -3579482 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3579650.250000 Penalty: 11829.996094
	Iteration 21Q: 3 clusters Score -3579650 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3579814.500000 Penalty: 11829.996094
	Iteration 22Q: 3 clusters Score -3579814 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3579997.000000 Penalty: 11829.996094
	Iteration 23Q: 3 clusters Score -3579997 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3580165.500000 Penalty: 11829.996094
	Iteration 24Q: 3 clusters Score -3580166 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3580309.500000 Penalty: 11829.996094
	Iteration 25Q: 3 clusters Score -3580310 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3580432.000000 Penalty: 11829.996094
	Iteration 26Q: 3 clusters Score -3580432 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3580553.000000 Penalty: 11829.996094
	Iteration 27Q: 3 clusters Score -3580553 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3580660.000000 Penalty: 11829.996094
	Iteration 28Q: 3 clusters Score -3580660 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3580733.500000 Penalty: 11829.996094
	Iteration 29Q: 3 clusters Score -3580734 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3580809.750000 Penalty: 11829.996094
	Iteration 30Q: 3 clusters Score -3580810 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3580862.000000 Penalty: 11829.996094
	Iteration 31Q: 3 clusters Score -3580862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3580916.750000 Penalty: 11829.996094
	Iteration 32Q: 3 clusters Score -3580917 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3580953.250000 Penalty: 11829.996094
	Iteration 33Q: 3 clusters Score -3580953 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3580984.250000 Penalty: 11829.996094
	Iteration 34Q: 3 clusters Score -3580984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3581024.500000 Penalty: 11829.996094
	Iteration 35Q: 3 clusters Score -3581024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3581052.500000 Penalty: 11829.996094
	Iteration 36Q: 3 clusters Score -3581052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3581080.250000 Penalty: 11829.996094
	Iteration 37Q: 3 clusters Score -3581080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3581107.500000 Penalty: 11829.996094
	Iteration 38Q: 3 clusters Score -3581108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3581122.500000 Penalty: 11829.996094
	Iteration 39Q: 3 clusters Score -3581122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3581150.250000 Penalty: 11829.996094
	Iteration 40F: 3 clusters Score -3581150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3581172.500000 Penalty: 11829.996094
	Iteration 41Q: 3 clusters Score -3581172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3581185.500000 Penalty: 11829.996094
	Iteration 42Q: 3 clusters Score -3581186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3581204.250000 Penalty: 11829.996094
	Iteration 43Q: 3 clusters Score -3581204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3581229.750000 Penalty: 11829.996094
	Iteration 44Q: 3 clusters Score -3581230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3581250.000000 Penalty: 11829.996094
	Iteration 45Q: 3 clusters Score -3581250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3581261.250000 Penalty: 11829.996094
	Iteration 46Q: 3 clusters Score -3581261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3581272.750000 Penalty: 11829.996094
	Iteration 47Q: 3 clusters Score -3581273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3581292.250000 Penalty: 11829.996094
	Iteration 48Q: 3 clusters Score -3581292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3581298.250000 Penalty: 11829.996094
	Iteration 49Q: 3 clusters Score -3581298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3581304.250000 Penalty: 11829.996094
	Iteration 50Q: 3 clusters Score -3581304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3581302.250000 Penalty: 11829.996094
	Iteration 51Q: 3 clusters Score -3581302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3581302.750000 Penalty: 11829.996094
	Iteration 52Q: 3 clusters Score -3581303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3581308.500000 Penalty: 11829.996094
	Iteration 53Q: 3 clusters Score -3581308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3581311.750000 Penalty: 11829.996094
	Iteration 54Q: 3 clusters Score -3581312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3581318.500000 Penalty: 11829.996094
	Iteration 55Q: 3 clusters Score -3581318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3581321.250000 Penalty: 11829.996094
	Iteration 56Q: 3 clusters Score -3581321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3581331.000000 Penalty: 11829.996094
	Iteration 57Q: 3 clusters Score -3581331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3581335.500000 Penalty: 11829.996094
	Iteration 58Q: 3 clusters Score -3581336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3581335.250000 Penalty: 11829.996094
	Iteration 59Q: 3 clusters Score -3581335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3581340.500000 Penalty: 11829.996094
	Iteration 60F: 3 clusters Score -3581340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3581342.250000 Penalty: 11829.996094
	Iteration 61Q: 3 clusters Score -3581342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3581340.750000 Penalty: 11829.996094
	Iteration 62Q: 3 clusters Score -3581341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3581340.750000 Penalty: 11829.996094
	Iteration 63F: 3 clusters Score -3581341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -233879.546875 Penalty: 4316.604492
	Iteration 0F: 2 clusters Score -233879.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -230013.468750 Penalty: 8633.208984
	Iteration 0F: 3 clusters Score -230013.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -230584.781250 Penalty: 8633.208984
	Iteration 1F: 3 clusters Score -230584.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -230870.000000 Penalty: 8633.208984
	Iteration 2F: 3 clusters Score -230870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -231098.187500 Penalty: 8633.208984
	Iteration 3F: 3 clusters Score -231098.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -231488.140625 Penalty: 8633.208984
	Iteration 4Q: 3 clusters Score -231488.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -231989.109375 Penalty: 8633.208984
	Iteration 5F: 3 clusters Score -231989.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -232163.265625 Penalty: 8633.208984
	Iteration 6Q: 3 clusters Score -232163.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -232321.015625 Penalty: 8633.208984
	Iteration 7Q: 3 clusters Score -232321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -232389.437500 Penalty: 8633.208984
	Iteration 8Q: 3 clusters Score -232389.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -232426.984375 Penalty: 8633.208984
	Iteration 9Q: 3 clusters Score -232427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -232437.343750 Penalty: 8633.208984
	Iteration 10Q: 3 clusters Score -232437.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -232437.343750 Penalty: 8633.208984
	Iteration 11F: 3 clusters Score -232437.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Entering Unmasked Estep 
Score: -7777965.500000 Penalty: 6389.453125
	Iteration 0F: 2 clusters Score -7777966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -7752622.000000 Penalty: 12778.906250
	Iteration 0F: 3 clusters Score -7752622 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -7760179.500000 Penalty: 12778.906250
	Iteration 1F: 3 clusters Score -7760180 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -7760887.500000 Penalty: 12778.906250
	Iteration 2F: 3 clusters Score -7760888 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -7761406.500000 Penalty: 12778.906250
	Iteration 3Q: 3 clusters Score -7761406 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -7761863.000000 Penalty: 12778.906250
	Iteration 4Q: 3 clusters Score -7761863 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -7762232.500000 Penalty: 12778.906250
	Iteration 5Q: 3 clusters Score -7762232 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -7762530.500000 Penalty: 12778.906250
	Iteration 6Q: 3 clusters Score -7762530 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -7762814.500000 Penalty: 12778.906250
	Iteration 7Q: 3 clusters Score -7762814 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -7763057.000000 Penalty: 12778.906250
	Iteration 8Q: 3 clusters Score -7763057 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -7763306.000000 Penalty: 12778.906250
	Iteration 9Q: 3 clusters Score -7763306 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -7763559.000000 Penalty: 12778.906250
	Iteration 10Q: 3 clusters Score -7763559 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -7763802.500000 Penalty: 12778.906250
	Iteration 11Q: 3 clusters Score -7763802 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -7764024.500000 Penalty: 12778.906250
	Iteration 12Q: 3 clusters Score -7764024 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -7764305.500000 Penalty: 12778.906250
	Iteration 13Q: 3 clusters Score -7764306 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -7764579.500000 Penalty: 12778.906250
	Iteration 14Q: 3 clusters Score -7764580 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -7764883.500000 Penalty: 12778.906250
	Iteration 15Q: 3 clusters Score -7764884 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -7765133.000000 Penalty: 12778.906250
	Iteration 16Q: 3 clusters Score -7765133 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -7765469.000000 Penalty: 12778.906250
	Iteration 17Q: 3 clusters Score -7765469 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -7765756.500000 Penalty: 12778.906250
	Iteration 18Q: 3 clusters Score -7765756 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -7766067.000000 Penalty: 12778.906250
	Iteration 19Q: 3 clusters Score -7766067 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -7766419.000000 Penalty: 12778.906250
	Iteration 20F: 3 clusters Score -7766419 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -7766771.000000 Penalty: 12778.906250
	Iteration 21Q: 3 clusters Score -7766771 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -7767124.000000 Penalty: 12778.906250
	Iteration 22Q: 3 clusters Score -7767124 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -7767518.500000 Penalty: 12778.906250
	Iteration 23Q: 3 clusters Score -7767518 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -7767825.500000 Penalty: 12778.906250
	Iteration 24Q: 3 clusters Score -7767826 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -7768135.000000 Penalty: 12778.906250
	Iteration 25Q: 3 clusters Score -7768135 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -7768511.500000 Penalty: 12778.906250
	Iteration 26Q: 3 clusters Score -7768512 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -7768912.000000 Penalty: 12778.906250
	Iteration 27Q: 3 clusters Score -7768912 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -7769309.000000 Penalty: 12778.906250
	Iteration 28Q: 3 clusters Score -7769309 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -7769683.500000 Penalty: 12778.906250
	Iteration 29Q: 3 clusters Score -7769684 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -7770011.000000 Penalty: 12778.906250
	Iteration 30Q: 3 clusters Score -7770011 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -7770332.500000 Penalty: 12778.906250
	Iteration 31Q: 3 clusters Score -7770332 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -7770663.500000 Penalty: 12778.906250
	Iteration 32Q: 3 clusters Score -7770664 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -7771095.500000 Penalty: 12778.906250
	Iteration 33Q: 3 clusters Score -7771096 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -7771950.500000 Penalty: 12778.906250
	Iteration 34Q: 3 clusters Score -7771950 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -7772992.000000 Penalty: 12778.906250
	Iteration 35Q: 3 clusters Score -7772992 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -7773325.500000 Penalty: 12778.906250
	Iteration 36Q: 3 clusters Score -7773326 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -7773472.000000 Penalty: 12778.906250
	Iteration 37Q: 3 clusters Score -7773472 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -7773575.500000 Penalty: 12778.906250
	Iteration 38Q: 3 clusters Score -7773576 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -7773609.000000 Penalty: 12778.906250
	Iteration 39Q: 3 clusters Score -7773609 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -7773672.000000 Penalty: 12778.906250
	Iteration 40F: 3 clusters Score -7773672 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -7773699.000000 Penalty: 12778.906250
	Iteration 41Q: 3 clusters Score -7773699 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -7773736.500000 Penalty: 12778.906250
	Iteration 42Q: 3 clusters Score -7773736 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -7773766.000000 Penalty: 12778.906250
	Iteration 43Q: 3 clusters Score -7773766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -7773773.500000 Penalty: 12778.906250
	Iteration 44Q: 3 clusters Score -7773774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7773791.000000 Penalty: 12778.906250
	Iteration 45Q: 3 clusters Score -7773791 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -7773797.000000 Penalty: 12778.906250
	Iteration 46Q: 3 clusters Score -7773797 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -7773820.500000 Penalty: 12778.906250
	Iteration 47Q: 3 clusters Score -7773820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -7773828.000000 Penalty: 12778.906250
	Iteration 48Q: 3 clusters Score -7773828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -7773836.000000 Penalty: 12778.906250
	Iteration 49Q: 3 clusters Score -7773836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -7773838.000000 Penalty: 12778.906250
	Iteration 50Q: 3 clusters Score -7773838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -7773854.000000 Penalty: 12778.906250
	Iteration 51Q: 3 clusters Score -7773854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -7773864.000000 Penalty: 12778.906250
	Iteration 52Q: 3 clusters Score -7773864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -7773875.000000 Penalty: 12778.906250
	Iteration 53Q: 3 clusters Score -7773875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -7773878.000000 Penalty: 12778.906250
	Iteration 54Q: 3 clusters Score -7773878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -7773873.500000 Penalty: 12778.906250
	Iteration 55Q: 3 clusters Score -7773874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -7773899.500000 Penalty: 12778.906250
	Iteration 56Q: 3 clusters Score -7773900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -7773917.000000 Penalty: 12778.906250
	Iteration 57Q: 3 clusters Score -7773917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -7773947.000000 Penalty: 12778.906250
	Iteration 58Q: 3 clusters Score -7773947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -7773951.500000 Penalty: 12778.906250
	Iteration 59Q: 3 clusters Score -7773952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -7773974.000000 Penalty: 12778.906250
	Iteration 60F: 3 clusters Score -7773974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -7773978.500000 Penalty: 12778.906250
	Iteration 61Q: 3 clusters Score -7773978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -7773954.500000 Penalty: 12778.906250
	Iteration 62Q: 3 clusters Score -7773954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -7773966.500000 Penalty: 12778.906250
	Iteration 63Q: 3 clusters Score -7773966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -7773958.500000 Penalty: 12778.906250
	Iteration 64Q: 3 clusters Score -7773958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -7773959.500000 Penalty: 12778.906250
	Iteration 65Q: 3 clusters Score -7773960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -7773983.500000 Penalty: 12778.906250
	Iteration 66Q: 3 clusters Score -7773984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -7773977.000000 Penalty: 12778.906250
	Iteration 67Q: 3 clusters Score -7773977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -7773973.000000 Penalty: 12778.906250
	Iteration 68Q: 3 clusters Score -7773973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -7773992.500000 Penalty: 12778.906250
	Iteration 69Q: 3 clusters Score -7773992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -7774004.000000 Penalty: 12778.906250
	Iteration 70Q: 3 clusters Score -7774004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -7773995.000000 Penalty: 12778.906250
	Iteration 71Q: 3 clusters Score -7773995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -7774005.500000 Penalty: 12778.906250
	Iteration 72Q: 3 clusters Score -7774006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -7774013.000000 Penalty: 12778.906250
	Iteration 73Q: 3 clusters Score -7774013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -7774023.000000 Penalty: 12778.906250
	Iteration 74Q: 3 clusters Score -7774023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -7774016.000000 Penalty: 12778.906250
	Iteration 75Q: 3 clusters Score -7774016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -7774018.000000 Penalty: 12778.906250
	Iteration 76Q: 3 clusters Score -7774018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -7774008.000000 Penalty: 12778.906250
	Iteration 77Q: 3 clusters Score -7774008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -7774005.000000 Penalty: 12778.906250
	Iteration 78Q: 3 clusters Score -7774005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -7774005.000000 Penalty: 12778.906250
	Iteration 79Q: 3 clusters Score -7774005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -7774007.500000 Penalty: 12778.906250
	Iteration 80F: 3 clusters Score -7774008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -7774011.000000 Penalty: 12778.906250
	Iteration 81Q: 3 clusters Score -7774011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -7774018.500000 Penalty: 12778.906250
	Iteration 82Q: 3 clusters Score -7774018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -7774024.000000 Penalty: 12778.906250
	Iteration 83Q: 3 clusters Score -7774024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -7774030.000000 Penalty: 12778.906250
	Iteration 84Q: 3 clusters Score -7774030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -7774033.000000 Penalty: 12778.906250
	Iteration 85Q: 3 clusters Score -7774033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -7774013.000000 Penalty: 12778.906250
	Iteration 86Q: 3 clusters Score -7774013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -7774023.500000 Penalty: 12778.906250
	Iteration 87Q: 3 clusters Score -7774024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -7774037.000000 Penalty: 12778.906250
	Iteration 88Q: 3 clusters Score -7774037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -7774037.000000 Penalty: 12778.906250
	Iteration 89Q: 3 clusters Score -7774037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -7774029.500000 Penalty: 12778.906250
	Iteration 90Q: 3 clusters Score -7774030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -7774047.500000 Penalty: 12778.906250
	Iteration 91Q: 3 clusters Score -7774048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -7774048.000000 Penalty: 12778.906250
	Iteration 92Q: 3 clusters Score -7774048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -7774066.500000 Penalty: 12778.906250
	Iteration 93Q: 3 clusters Score -7774066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -7774052.500000 Penalty: 12778.906250
	Iteration 94Q: 3 clusters Score -7774052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -7774054.500000 Penalty: 12778.906250
	Iteration 95Q: 3 clusters Score -7774054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -7774059.000000 Penalty: 12778.906250
	Iteration 96Q: 3 clusters Score -7774059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -7774052.000000 Penalty: 12778.906250
	Iteration 97Q: 3 clusters Score -7774052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -7774053.500000 Penalty: 12778.906250
	Iteration 98Q: 3 clusters Score -7774054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7774059.000000 Penalty: 12778.906250
	Iteration 99Q: 3 clusters Score -7774059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -7774050.000000 Penalty: 12778.906250
	Iteration 100F: 3 clusters Score -7774050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -7774067.000000 Penalty: 12778.906250
	Iteration 101Q: 3 clusters Score -7774067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -7774067.500000 Penalty: 12778.906250
	Iteration 102Q: 3 clusters Score -7774068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -7774068.500000 Penalty: 12778.906250
	Iteration 103Q: 3 clusters Score -7774068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -7774072.000000 Penalty: 12778.906250
	Iteration 104Q: 3 clusters Score -7774072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -7774075.000000 Penalty: 12778.906250
	Iteration 105Q: 3 clusters Score -7774075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -7774069.500000 Penalty: 12778.906250
	Iteration 106Q: 3 clusters Score -7774070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -7774076.500000 Penalty: 12778.906250
	Iteration 107Q: 3 clusters Score -7774076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -7774076.000000 Penalty: 12778.906250
	Iteration 108Q: 3 clusters Score -7774076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -7774087.500000 Penalty: 12778.906250
	Iteration 109Q: 3 clusters Score -7774088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -7774088.000000 Penalty: 12778.906250
	Iteration 110Q: 3 clusters Score -7774088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -7774088.000000 Penalty: 12778.906250
	Iteration 111F: 3 clusters Score -7774088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (112370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112370 members 
Entering Unmasked Estep 
Score: -25800068.000000 Penalty: 7123.100586
	Iteration 0F: 2 clusters Score -2.580007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -25724852.000000 Penalty: 14246.201172
	Iteration 0F: 3 clusters Score -2.572485e+07 nChanged 51651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -25753692.000000 Penalty: 14246.201172
	Iteration 1F: 3 clusters Score -2.575369e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -25754696.000000 Penalty: 14246.201172
	Iteration 2Q: 3 clusters Score -2.57547e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -25755564.000000 Penalty: 14246.201172
	Iteration 3Q: 3 clusters Score -2.575556e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -25756496.000000 Penalty: 14246.201172
	Iteration 4Q: 3 clusters Score -2.57565e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -25757450.000000 Penalty: 14246.201172
	Iteration 5Q: 3 clusters Score -2.575745e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -25758672.000000 Penalty: 14246.201172
	Iteration 6Q: 3 clusters Score -2.575867e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -25759928.000000 Penalty: 14246.201172
	Iteration 7Q: 3 clusters Score -2.575993e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -25761412.000000 Penalty: 14246.201172
	Iteration 8Q: 3 clusters Score -2.576141e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -25762634.000000 Penalty: 14246.201172
	Iteration 9Q: 3 clusters Score -2.576263e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -25763918.000000 Penalty: 14246.201172
	Iteration 10Q: 3 clusters Score -2.576392e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -25765204.000000 Penalty: 14246.201172
	Iteration 11Q: 3 clusters Score -2.57652e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -25766400.000000 Penalty: 14246.201172
	Iteration 12Q: 3 clusters Score -2.57664e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -25767540.000000 Penalty: 14246.201172
	Iteration 13Q: 3 clusters Score -2.576754e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -25768654.000000 Penalty: 14246.201172
	Iteration 14Q: 3 clusters Score -2.576865e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -25769638.000000 Penalty: 14246.201172
	Iteration 15Q: 3 clusters Score -2.576964e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -25771390.000000 Penalty: 14246.201172
	Iteration 16Q: 3 clusters Score -2.577139e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -25773498.000000 Penalty: 14246.201172
	Iteration 17Q: 3 clusters Score -2.57735e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -25776420.000000 Penalty: 14246.201172
	Iteration 18Q: 3 clusters Score -2.577642e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -25779682.000000 Penalty: 14246.201172
	Iteration 19Q: 3 clusters Score -2.577968e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -25782912.000000 Penalty: 14246.201172
	Iteration 20F: 3 clusters Score -2.578291e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
Score: -25785258.000000 Penalty: 14246.201172
	Iteration 21Q: 3 clusters Score -2.578526e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -25786726.000000 Penalty: 14246.201172
	Iteration 22Q: 3 clusters Score -2.578673e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -25787612.000000 Penalty: 14246.201172
	Iteration 23Q: 3 clusters Score -2.578761e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -25788324.000000 Penalty: 14246.201172
	Iteration 24Q: 3 clusters Score -2.578832e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -25788902.000000 Penalty: 14246.201172
	Iteration 25Q: 3 clusters Score -2.57889e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -25789432.000000 Penalty: 14246.201172
	Iteration 26Q: 3 clusters Score -2.578943e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -25789942.000000 Penalty: 14246.201172
	Iteration 27Q: 3 clusters Score -2.578994e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -25790322.000000 Penalty: 14246.201172
	Iteration 28Q: 3 clusters Score -2.579032e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -25790722.000000 Penalty: 14246.201172
	Iteration 29Q: 3 clusters Score -2.579072e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -25791138.000000 Penalty: 14246.201172
	Iteration 30Q: 3 clusters Score -2.579114e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 101381 members 
Entering Unmasked Estep 
Score: -25791492.000000 Penalty: 14246.201172
	Iteration 31Q: 3 clusters Score -2.579149e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 102065 members 
Entering Unmasked Estep 
Score: -25791706.000000 Penalty: 14246.201172
	Iteration 32Q: 3 clusters Score -2.579171e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 102683 members 
Entering Unmasked Estep 
Score: -25791960.000000 Penalty: 14246.201172
	Iteration 33Q: 3 clusters Score -2.579196e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -25792184.000000 Penalty: 14246.201172
	Iteration 34Q: 3 clusters Score -2.579218e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 103777 members 
Entering Unmasked Estep 
Score: -25792478.000000 Penalty: 14246.201172
	Iteration 35Q: 3 clusters Score -2.579248e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -25792686.000000 Penalty: 14246.201172
	Iteration 36Q: 3 clusters Score -2.579269e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -25792870.000000 Penalty: 14246.201172
	Iteration 37Q: 3 clusters Score -2.579287e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -25793054.000000 Penalty: 14246.201172
	Iteration 38Q: 3 clusters Score -2.579305e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -25793236.000000 Penalty: 14246.201172
	Iteration 39Q: 3 clusters Score -2.579324e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 105716 members 
Entering Unmasked Estep 
Score: -25793358.000000 Penalty: 14246.201172
	Iteration 40F: 3 clusters Score -2.579336e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 105994 members 
Entering Unmasked Estep 
Score: -25793418.000000 Penalty: 14246.201172
	Iteration 41Q: 3 clusters Score -2.579342e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -25793484.000000 Penalty: 14246.201172
	Iteration 42Q: 3 clusters Score -2.579348e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 106515 members 
Entering Unmasked Estep 
Score: -25793598.000000 Penalty: 14246.201172
	Iteration 43Q: 3 clusters Score -2.57936e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -25793588.000000 Penalty: 14246.201172
	Iteration 44Q: 3 clusters Score -2.579359e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 106915 members 
Entering Unmasked Estep 
Score: -25793674.000000 Penalty: 14246.201172
	Iteration 45Q: 3 clusters Score -2.579367e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 107062 members 
Entering Unmasked Estep 
Score: -25793742.000000 Penalty: 14246.201172
	Iteration 46Q: 3 clusters Score -2.579374e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 107167 members 
Entering Unmasked Estep 
Score: -25793754.000000 Penalty: 14246.201172
	Iteration 47Q: 3 clusters Score -2.579375e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -25793846.000000 Penalty: 14246.201172
	Iteration 48Q: 3 clusters Score -2.579385e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 107364 members 
Entering Unmasked Estep 
Score: -25793828.000000 Penalty: 14246.201172
	Iteration 49Q: 3 clusters Score -2.579383e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -25793892.000000 Penalty: 14246.201172
	Iteration 50Q: 3 clusters Score -2.579389e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
Score: -25793840.000000 Penalty: 14246.201172
	Iteration 51Q: 3 clusters Score -2.579384e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 107660 members 
Entering Unmasked Estep 
Score: -25793886.000000 Penalty: 14246.201172
	Iteration 52Q: 3 clusters Score -2.579389e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -25793870.000000 Penalty: 14246.201172
	Iteration 53Q: 3 clusters Score -2.579387e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 107823 members 
Entering Unmasked Estep 
Score: -25793968.000000 Penalty: 14246.201172
	Iteration 54Q: 3 clusters Score -2.579397e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 107896 members 
Entering Unmasked Estep 
Score: -25793982.000000 Penalty: 14246.201172
	Iteration 55Q: 3 clusters Score -2.579398e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 107965 members 
Entering Unmasked Estep 
Score: -25793976.000000 Penalty: 14246.201172
	Iteration 56Q: 3 clusters Score -2.579398e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 108014 members 
Entering Unmasked Estep 
Score: -25793996.000000 Penalty: 14246.201172
	Iteration 57Q: 3 clusters Score -2.5794e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 108070 members 
Entering Unmasked Estep 
Score: -25793978.000000 Penalty: 14246.201172
	Iteration 58Q: 3 clusters Score -2.579398e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 108120 members 
Entering Unmasked Estep 
Score: -25794008.000000 Penalty: 14246.201172
	Iteration 59Q: 3 clusters Score -2.579401e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 108163 members 
Entering Unmasked Estep 
Score: -25794026.000000 Penalty: 14246.201172
	Iteration 60F: 3 clusters Score -2.579403e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 108210 members 
Entering Unmasked Estep 
Score: -25794068.000000 Penalty: 14246.201172
	Iteration 61Q: 3 clusters Score -2.579407e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -25794096.000000 Penalty: 14246.201172
	Iteration 62Q: 3 clusters Score -2.57941e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 108285 members 
Entering Unmasked Estep 
Score: -25794138.000000 Penalty: 14246.201172
	Iteration 63Q: 3 clusters Score -2.579414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 108312 members 
Entering Unmasked Estep 
Score: -25794128.000000 Penalty: 14246.201172
	Iteration 64Q: 3 clusters Score -2.579413e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -25794136.000000 Penalty: 14246.201172
	Iteration 65Q: 3 clusters Score -2.579414e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 108370 members 
Entering Unmasked Estep 
Score: -25794144.000000 Penalty: 14246.201172
	Iteration 66Q: 3 clusters Score -2.579414e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 108414 members 
Entering Unmasked Estep 
Score: -25794186.000000 Penalty: 14246.201172
	Iteration 67Q: 3 clusters Score -2.579419e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -25794192.000000 Penalty: 14246.201172
	Iteration 68Q: 3 clusters Score -2.579419e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 108494 members 
Entering Unmasked Estep 
Score: -25794218.000000 Penalty: 14246.201172
	Iteration 69Q: 3 clusters Score -2.579422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 108521 members 
Entering Unmasked Estep 
Score: -25794236.000000 Penalty: 14246.201172
	Iteration 70Q: 3 clusters Score -2.579424e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 108550 members 
Entering Unmasked Estep 
Score: -25794264.000000 Penalty: 14246.201172
	Iteration 71Q: 3 clusters Score -2.579426e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 108583 members 
Entering Unmasked Estep 
Score: -25794292.000000 Penalty: 14246.201172
	Iteration 72Q: 3 clusters Score -2.579429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 108606 members 
Entering Unmasked Estep 
Score: -25794298.000000 Penalty: 14246.201172
	Iteration 73Q: 3 clusters Score -2.57943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -25794296.000000 Penalty: 14246.201172
	Iteration 74Q: 3 clusters Score -2.57943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 108651 members 
Entering Unmasked Estep 
Score: -25794324.000000 Penalty: 14246.201172
	Iteration 75Q: 3 clusters Score -2.579432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 108665 members 
Entering Unmasked Estep 
Score: -25794336.000000 Penalty: 14246.201172
	Iteration 76Q: 3 clusters Score -2.579434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -25794316.000000 Penalty: 14246.201172
	Iteration 77Q: 3 clusters Score -2.579432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 108692 members 
Entering Unmasked Estep 
Score: -25794340.000000 Penalty: 14246.201172
	Iteration 78Q: 3 clusters Score -2.579434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 108708 members 
Entering Unmasked Estep 
Score: -25794298.000000 Penalty: 14246.201172
	Iteration 79Q: 3 clusters Score -2.57943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 108720 members 
Entering Unmasked Estep 
Score: -25794318.000000 Penalty: 14246.201172
	Iteration 80F: 3 clusters Score -2.579432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -25794300.000000 Penalty: 14246.201172
	Iteration 81Q: 3 clusters Score -2.57943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 108738 members 
Entering Unmasked Estep 
Score: -25794310.000000 Penalty: 14246.201172
	Iteration 82Q: 3 clusters Score -2.579431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -25794288.000000 Penalty: 14246.201172
	Iteration 83Q: 3 clusters Score -2.579429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -25794296.000000 Penalty: 14246.201172
	Iteration 84Q: 3 clusters Score -2.57943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -25794310.000000 Penalty: 14246.201172
	Iteration 85Q: 3 clusters Score -2.579431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 108751 members 
Entering Unmasked Estep 
Score: -25794308.000000 Penalty: 14246.201172
	Iteration 86Q: 3 clusters Score -2.579431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 108751 members 
Entering Unmasked Estep 
Score: -25794308.000000 Penalty: 14246.201172
	Iteration 87F: 3 clusters Score -2.579431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Entering Unmasked Estep 
Score: -15067965.000000 Penalty: 6796.411621
	Iteration 0F: 2 clusters Score -1.506796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -15022212.000000 Penalty: 13592.823242
	Iteration 0F: 3 clusters Score -1.502221e+07 nChanged 29462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -15037925.000000 Penalty: 13592.823242
	Iteration 1F: 3 clusters Score -1.503792e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -15038792.000000 Penalty: 13592.823242
	Iteration 2Q: 3 clusters Score -1.503879e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -15039489.000000 Penalty: 13592.823242
	Iteration 3Q: 3 clusters Score -1.503949e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -15040084.000000 Penalty: 13592.823242
	Iteration 4Q: 3 clusters Score -1.504008e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -15040621.000000 Penalty: 13592.823242
	Iteration 5Q: 3 clusters Score -1.504062e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -15041225.000000 Penalty: 13592.823242
	Iteration 6Q: 3 clusters Score -1.504122e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -15041852.000000 Penalty: 13592.823242
	Iteration 7Q: 3 clusters Score -1.504185e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -15042497.000000 Penalty: 13592.823242
	Iteration 8Q: 3 clusters Score -1.50425e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -15043378.000000 Penalty: 13592.823242
	Iteration 9Q: 3 clusters Score -1.504338e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -15044487.000000 Penalty: 13592.823242
	Iteration 10Q: 3 clusters Score -1.504449e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -15045826.000000 Penalty: 13592.823242
	Iteration 11Q: 3 clusters Score -1.504583e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -15047335.000000 Penalty: 13592.823242
	Iteration 12Q: 3 clusters Score -1.504734e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -15049150.000000 Penalty: 13592.823242
	Iteration 13F: 3 clusters Score -1.504915e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -15051232.000000 Penalty: 13592.823242
	Iteration 14F: 3 clusters Score -1.505123e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -15053328.000000 Penalty: 13592.823242
	Iteration 15Q: 3 clusters Score -1.505333e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -15055252.000000 Penalty: 13592.823242
	Iteration 16Q: 3 clusters Score -1.505525e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -15056948.000000 Penalty: 13592.823242
	Iteration 17Q: 3 clusters Score -1.505695e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -15058375.000000 Penalty: 13592.823242
	Iteration 18Q: 3 clusters Score -1.505838e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -15059476.000000 Penalty: 13592.823242
	Iteration 19Q: 3 clusters Score -1.505948e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -15060279.000000 Penalty: 13592.823242
	Iteration 20F: 3 clusters Score -1.506028e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -15060875.000000 Penalty: 13592.823242
	Iteration 21Q: 3 clusters Score -1.506088e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -15061193.000000 Penalty: 13592.823242
	Iteration 22Q: 3 clusters Score -1.506119e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -15061389.000000 Penalty: 13592.823242
	Iteration 23Q: 3 clusters Score -1.506139e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -15061544.000000 Penalty: 13592.823242
	Iteration 24Q: 3 clusters Score -1.506154e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -15061652.000000 Penalty: 13592.823242
	Iteration 25Q: 3 clusters Score -1.506165e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -15061718.000000 Penalty: 13592.823242
	Iteration 26Q: 3 clusters Score -1.506172e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -15061794.000000 Penalty: 13592.823242
	Iteration 27Q: 3 clusters Score -1.506179e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -15061835.000000 Penalty: 13592.823242
	Iteration 28Q: 3 clusters Score -1.506184e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -15061880.000000 Penalty: 13592.823242
	Iteration 29Q: 3 clusters Score -1.506188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15061888.000000 Penalty: 13592.823242
	Iteration 30Q: 3 clusters Score -1.506189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -15061876.000000 Penalty: 13592.823242
	Iteration 31Q: 3 clusters Score -1.506188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -15061880.000000 Penalty: 13592.823242
	Iteration 32Q: 3 clusters Score -1.506188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -15061880.000000 Penalty: 13592.823242
	Iteration 33Q: 3 clusters Score -1.506188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -15061908.000000 Penalty: 13592.823242
	Iteration 34Q: 3 clusters Score -1.506191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15061931.000000 Penalty: 13592.823242
	Iteration 35Q: 3 clusters Score -1.506193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -15061956.000000 Penalty: 13592.823242
	Iteration 36Q: 3 clusters Score -1.506196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -15061978.000000 Penalty: 13592.823242
	Iteration 37Q: 3 clusters Score -1.506198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15061995.000000 Penalty: 13592.823242
	Iteration 38Q: 3 clusters Score -1.5062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -15062013.000000 Penalty: 13592.823242
	Iteration 39Q: 3 clusters Score -1.506201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -15062060.000000 Penalty: 13592.823242
	Iteration 40F: 3 clusters Score -1.506206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -15062056.000000 Penalty: 13592.823242
	Iteration 41Q: 3 clusters Score -1.506206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -15062072.000000 Penalty: 13592.823242
	Iteration 42Q: 3 clusters Score -1.506207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15062076.000000 Penalty: 13592.823242
	Iteration 43Q: 3 clusters Score -1.506208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15062080.000000 Penalty: 13592.823242
	Iteration 44Q: 3 clusters Score -1.506208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15062078.000000 Penalty: 13592.823242
	Iteration 45Q: 3 clusters Score -1.506208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -15062078.000000 Penalty: 13592.823242
	Iteration 46Q: 3 clusters Score -1.506208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -15062079.000000 Penalty: 13592.823242
	Iteration 47Q: 3 clusters Score -1.506208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -15062086.000000 Penalty: 13592.823242
	Iteration 48Q: 3 clusters Score -1.506209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -15062083.000000 Penalty: 13592.823242
	Iteration 49Q: 3 clusters Score -1.506208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15062088.000000 Penalty: 13592.823242
	Iteration 50Q: 3 clusters Score -1.506209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15062100.000000 Penalty: 13592.823242
	Iteration 51Q: 3 clusters Score -1.50621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15062100.000000 Penalty: 13592.823242
	Iteration 52F: 3 clusters Score -1.50621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Entering Unmasked Estep 
Score: -3021280.500000 Penalty: 5833.260254
	Iteration 0F: 2 clusters Score -3021280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3008807.750000 Penalty: 11666.520508
	Iteration 0F: 3 clusters Score -3008808 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3011536.500000 Penalty: 11666.520508
	Iteration 1F: 3 clusters Score -3011536 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -3012054.500000 Penalty: 11666.520508
	Iteration 2F: 3 clusters Score -3012054 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3012409.000000 Penalty: 11666.520508
	Iteration 3F: 3 clusters Score -3012409 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3012657.750000 Penalty: 11666.520508
	Iteration 4Q: 3 clusters Score -3012658 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3012861.500000 Penalty: 11666.520508
	Iteration 5Q: 3 clusters Score -3012862 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3012998.750000 Penalty: 11666.520508
	Iteration 6Q: 3 clusters Score -3012999 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3013124.500000 Penalty: 11666.520508
	Iteration 7Q: 3 clusters Score -3013124 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3013236.250000 Penalty: 11666.520508
	Iteration 8Q: 3 clusters Score -3013236 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3013370.250000 Penalty: 11666.520508
	Iteration 9Q: 3 clusters Score -3013370 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3013485.500000 Penalty: 11666.520508
	Iteration 10Q: 3 clusters Score -3013486 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3013610.500000 Penalty: 11666.520508
	Iteration 11Q: 3 clusters Score -3013610 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3013701.750000 Penalty: 11666.520508
	Iteration 12Q: 3 clusters Score -3013702 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3013804.750000 Penalty: 11666.520508
	Iteration 13Q: 3 clusters Score -3013805 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3013900.000000 Penalty: 11666.520508
	Iteration 14Q: 3 clusters Score -3013900 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3014021.750000 Penalty: 11666.520508
	Iteration 15Q: 3 clusters Score -3014022 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3014151.000000 Penalty: 11666.520508
	Iteration 16Q: 3 clusters Score -3014151 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3014293.500000 Penalty: 11666.520508
	Iteration 17Q: 3 clusters Score -3014294 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3014444.750000 Penalty: 11666.520508
	Iteration 18Q: 3 clusters Score -3014445 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3014637.000000 Penalty: 11666.520508
	Iteration 19Q: 3 clusters Score -3014637 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3014819.250000 Penalty: 11666.520508
	Iteration 20F: 3 clusters Score -3014819 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3015002.500000 Penalty: 11666.520508
	Iteration 21Q: 3 clusters Score -3015002 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3015199.000000 Penalty: 11666.520508
	Iteration 22Q: 3 clusters Score -3015199 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3015389.000000 Penalty: 11666.520508
	Iteration 23Q: 3 clusters Score -3015389 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3015540.500000 Penalty: 11666.520508
	Iteration 24Q: 3 clusters Score -3015540 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3015671.750000 Penalty: 11666.520508
	Iteration 25Q: 3 clusters Score -3015672 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3015784.500000 Penalty: 11666.520508
	Iteration 26Q: 3 clusters Score -3015784 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3015875.000000 Penalty: 11666.520508
	Iteration 27Q: 3 clusters Score -3015875 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3015966.750000 Penalty: 11666.520508
	Iteration 28Q: 3 clusters Score -3015967 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3016057.250000 Penalty: 11666.520508
	Iteration 29Q: 3 clusters Score -3016057 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3016129.500000 Penalty: 11666.520508
	Iteration 30Q: 3 clusters Score -3016130 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3016205.250000 Penalty: 11666.520508
	Iteration 31Q: 3 clusters Score -3016205 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3016268.500000 Penalty: 11666.520508
	Iteration 32Q: 3 clusters Score -3016268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3016314.000000 Penalty: 11666.520508
	Iteration 33Q: 3 clusters Score -3016314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3016357.250000 Penalty: 11666.520508
	Iteration 34Q: 3 clusters Score -3016357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3016388.750000 Penalty: 11666.520508
	Iteration 35Q: 3 clusters Score -3016389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3016422.000000 Penalty: 11666.520508
	Iteration 36Q: 3 clusters Score -3016422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3016445.000000 Penalty: 11666.520508
	Iteration 37Q: 3 clusters Score -3016445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3016475.250000 Penalty: 11666.520508
	Iteration 38Q: 3 clusters Score -3016475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3016503.000000 Penalty: 11666.520508
	Iteration 39Q: 3 clusters Score -3016503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3016514.500000 Penalty: 11666.520508
	Iteration 40F: 3 clusters Score -3016514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3016532.250000 Penalty: 11666.520508
	Iteration 41Q: 3 clusters Score -3016532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3016547.000000 Penalty: 11666.520508
	Iteration 42Q: 3 clusters Score -3016547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3016558.750000 Penalty: 11666.520508
	Iteration 43Q: 3 clusters Score -3016559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3016564.750000 Penalty: 11666.520508
	Iteration 44Q: 3 clusters Score -3016565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3016572.250000 Penalty: 11666.520508
	Iteration 45Q: 3 clusters Score -3016572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3016579.250000 Penalty: 11666.520508
	Iteration 46Q: 3 clusters Score -3016579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3016596.250000 Penalty: 11666.520508
	Iteration 47Q: 3 clusters Score -3016596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3016608.000000 Penalty: 11666.520508
	Iteration 48Q: 3 clusters Score -3016608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3016617.500000 Penalty: 11666.520508
	Iteration 49Q: 3 clusters Score -3016618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3016615.250000 Penalty: 11666.520508
	Iteration 50Q: 3 clusters Score -3016615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3016620.750000 Penalty: 11666.520508
	Iteration 51Q: 3 clusters Score -3016621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3016620.750000 Penalty: 11666.520508
	Iteration 52Q: 3 clusters Score -3016621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3016625.750000 Penalty: 11666.520508
	Iteration 53Q: 3 clusters Score -3016626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3016628.750000 Penalty: 11666.520508
	Iteration 54Q: 3 clusters Score -3016629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3016627.250000 Penalty: 11666.520508
	Iteration 55Q: 3 clusters Score -3016627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3016627.250000 Penalty: 11666.520508
	Iteration 56F: 3 clusters Score -3016627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (156955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156955 members 
Entering Unmasked Estep 
Score: -35796284.000000 Penalty: 7327.775391
	Iteration 0F: 2 clusters Score -3.579628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -35709652.000000 Penalty: 14655.550781
	Iteration 0F: 3 clusters Score -3.570965e+07 nChanged 73157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -35751620.000000 Penalty: 14655.550781
	Iteration 1F: 3 clusters Score -3.575162e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -35753980.000000 Penalty: 14655.550781
	Iteration 2Q: 3 clusters Score -3.575398e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -35756572.000000 Penalty: 14655.550781
	Iteration 3Q: 3 clusters Score -3.575657e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -35759908.000000 Penalty: 14655.550781
	Iteration 4Q: 3 clusters Score -3.575991e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -35763552.000000 Penalty: 14655.550781
	Iteration 5Q: 3 clusters Score -3.576355e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -35767392.000000 Penalty: 14655.550781
	Iteration 6Q: 3 clusters Score -3.576739e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -35771244.000000 Penalty: 14655.550781
	Iteration 7F: 3 clusters Score -3.577124e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97541 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -35775872.000000 Penalty: 14655.550781
	Iteration 8F: 3 clusters Score -3.577587e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -35780368.000000 Penalty: 14655.550781
	Iteration 9Q: 3 clusters Score -3.578037e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -35784132.000000 Penalty: 14655.550781
	Iteration 10Q: 3 clusters Score -3.578413e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109745 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -35787104.000000 Penalty: 14655.550781
	Iteration 11Q: 3 clusters Score -3.57871e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113183 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -35789784.000000 Penalty: 14655.550781
	Iteration 12Q: 3 clusters Score -3.578978e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -35791608.000000 Penalty: 14655.550781
	Iteration 13Q: 3 clusters Score -3.579161e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118868 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -35793144.000000 Penalty: 14655.550781
	Iteration 14Q: 3 clusters Score -3.579314e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -35794112.000000 Penalty: 14655.550781
	Iteration 15Q: 3 clusters Score -3.579411e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -35794908.000000 Penalty: 14655.550781
	Iteration 16Q: 3 clusters Score -3.579491e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124478 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -35795448.000000 Penalty: 14655.550781
	Iteration 17Q: 3 clusters Score -3.579545e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125641 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -35795920.000000 Penalty: 14655.550781
	Iteration 18Q: 3 clusters Score -3.579592e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126608 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -35796340.000000 Penalty: 14655.550781
	Iteration 19Q: 3 clusters Score -3.579634e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127456 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -35796684.000000 Penalty: 14655.550781
	Iteration 20F: 3 clusters Score -3.579668e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -35797044.000000 Penalty: 14655.550781
	Iteration 21Q: 3 clusters Score -3.579704e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128567 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -35797452.000000 Penalty: 14655.550781
	Iteration 22Q: 3 clusters Score -3.579745e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128949 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -35797576.000000 Penalty: 14655.550781
	Iteration 23Q: 3 clusters Score -3.579758e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129217 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -35797844.000000 Penalty: 14655.550781
	Iteration 24Q: 3 clusters Score -3.579784e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -35798040.000000 Penalty: 14655.550781
	Iteration 25Q: 3 clusters Score -3.579804e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129668 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -35798232.000000 Penalty: 14655.550781
	Iteration 26Q: 3 clusters Score -3.579823e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129881 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -35798452.000000 Penalty: 14655.550781
	Iteration 27Q: 3 clusters Score -3.579845e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130039 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -35798644.000000 Penalty: 14655.550781
	Iteration 28Q: 3 clusters Score -3.579864e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130177 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -35798712.000000 Penalty: 14655.550781
	Iteration 29Q: 3 clusters Score -3.579871e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130288 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -35798840.000000 Penalty: 14655.550781
	Iteration 30Q: 3 clusters Score -3.579884e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130371 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -35798944.000000 Penalty: 14655.550781
	Iteration 31Q: 3 clusters Score -3.579894e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130428 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -35799064.000000 Penalty: 14655.550781
	Iteration 32Q: 3 clusters Score -3.579906e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130473 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -35799152.000000 Penalty: 14655.550781
	Iteration 33Q: 3 clusters Score -3.579915e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130512 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -35799204.000000 Penalty: 14655.550781
	Iteration 34Q: 3 clusters Score -3.57992e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130604 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -35799284.000000 Penalty: 14655.550781
	Iteration 35Q: 3 clusters Score -3.579928e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130648 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -35799320.000000 Penalty: 14655.550781
	Iteration 36Q: 3 clusters Score -3.579932e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130684 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -35799356.000000 Penalty: 14655.550781
	Iteration 37Q: 3 clusters Score -3.579936e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130728 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -35799336.000000 Penalty: 14655.550781
	Iteration 38Q: 3 clusters Score -3.579934e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130771 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -35799324.000000 Penalty: 14655.550781
	Iteration 39Q: 3 clusters Score -3.579932e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130810 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -35799456.000000 Penalty: 14655.550781
	Iteration 40F: 3 clusters Score -3.579946e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130829 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -35799532.000000 Penalty: 14655.550781
	Iteration 41Q: 3 clusters Score -3.579953e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130850 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -35799576.000000 Penalty: 14655.550781
	Iteration 42Q: 3 clusters Score -3.579958e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130846 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -35799568.000000 Penalty: 14655.550781
	Iteration 43Q: 3 clusters Score -3.579957e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130849 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -35799636.000000 Penalty: 14655.550781
	Iteration 44Q: 3 clusters Score -3.579964e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -35799576.000000 Penalty: 14655.550781
	Iteration 45Q: 3 clusters Score -3.579958e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130886 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -35799560.000000 Penalty: 14655.550781
	Iteration 46Q: 3 clusters Score -3.579956e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -35799556.000000 Penalty: 14655.550781
	Iteration 47Q: 3 clusters Score -3.579956e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130888 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -35799588.000000 Penalty: 14655.550781
	Iteration 48Q: 3 clusters Score -3.579959e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130875 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -35799612.000000 Penalty: 14655.550781
	Iteration 49Q: 3 clusters Score -3.579961e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -35799624.000000 Penalty: 14655.550781
	Iteration 50Q: 3 clusters Score -3.579962e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130856 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -35799640.000000 Penalty: 14655.550781
	Iteration 51Q: 3 clusters Score -3.579964e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130858 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -35799636.000000 Penalty: 14655.550781
	Iteration 52Q: 3 clusters Score -3.579964e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -35799632.000000 Penalty: 14655.550781
	Iteration 53Q: 3 clusters Score -3.579963e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -35799608.000000 Penalty: 14655.550781
	Iteration 54Q: 3 clusters Score -3.579961e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130877 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -35799608.000000 Penalty: 14655.550781
	Iteration 55Q: 3 clusters Score -3.579961e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130892 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -35799628.000000 Penalty: 14655.550781
	Iteration 56Q: 3 clusters Score -3.579963e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -35799612.000000 Penalty: 14655.550781
	Iteration 57Q: 3 clusters Score -3.579961e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130892 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -35799640.000000 Penalty: 14655.550781
	Iteration 58Q: 3 clusters Score -3.579964e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130887 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -35799644.000000 Penalty: 14655.550781
	Iteration 59Q: 3 clusters Score -3.579964e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -35799652.000000 Penalty: 14655.550781
	Iteration 60F: 3 clusters Score -3.579965e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130853 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -35799676.000000 Penalty: 14655.550781
	Iteration 61Q: 3 clusters Score -3.579968e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130854 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -35799656.000000 Penalty: 14655.550781
	Iteration 62Q: 3 clusters Score -3.579966e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -35799652.000000 Penalty: 14655.550781
	Iteration 63Q: 3 clusters Score -3.579965e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130866 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -35799676.000000 Penalty: 14655.550781
	Iteration 64Q: 3 clusters Score -3.579968e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -35799692.000000 Penalty: 14655.550781
	Iteration 65Q: 3 clusters Score -3.579969e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -35799672.000000 Penalty: 14655.550781
	Iteration 66Q: 3 clusters Score -3.579967e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -35799668.000000 Penalty: 14655.550781
	Iteration 67Q: 3 clusters Score -3.579967e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130872 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -35799704.000000 Penalty: 14655.550781
	Iteration 68Q: 3 clusters Score -3.57997e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -35799684.000000 Penalty: 14655.550781
	Iteration 69Q: 3 clusters Score -3.579968e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -35799668.000000 Penalty: 14655.550781
	Iteration 70Q: 3 clusters Score -3.579967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130889 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -35799708.000000 Penalty: 14655.550781
	Iteration 71Q: 3 clusters Score -3.579971e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130897 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -35799712.000000 Penalty: 14655.550781
	Iteration 72Q: 3 clusters Score -3.579971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130907 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -35799716.000000 Penalty: 14655.550781
	Iteration 73Q: 3 clusters Score -3.579972e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130910 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -35799764.000000 Penalty: 14655.550781
	Iteration 74Q: 3 clusters Score -3.579976e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130920 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -35799764.000000 Penalty: 14655.550781
	Iteration 75Q: 3 clusters Score -3.579976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130920 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -35799776.000000 Penalty: 14655.550781
	Iteration 76Q: 3 clusters Score -3.579978e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130917 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -35799748.000000 Penalty: 14655.550781
	Iteration 77Q: 3 clusters Score -3.579975e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130914 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -35799768.000000 Penalty: 14655.550781
	Iteration 78Q: 3 clusters Score -3.579977e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130908 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -35799768.000000 Penalty: 14655.550781
	Iteration 79Q: 3 clusters Score -3.579977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130902 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -35799788.000000 Penalty: 14655.550781
	Iteration 80F: 3 clusters Score -3.579979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130896 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -35799772.000000 Penalty: 14655.550781
	Iteration 81Q: 3 clusters Score -3.579977e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130899 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -35799764.000000 Penalty: 14655.550781
	Iteration 82Q: 3 clusters Score -3.579976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -35799768.000000 Penalty: 14655.550781
	Iteration 83Q: 3 clusters Score -3.579977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130896 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -35799768.000000 Penalty: 14655.550781
	Iteration 84Q: 3 clusters Score -3.579977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130899 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -35799776.000000 Penalty: 14655.550781
	Iteration 85Q: 3 clusters Score -3.579978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130896 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -35799764.000000 Penalty: 14655.550781
	Iteration 86Q: 3 clusters Score -3.579976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130894 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -35799756.000000 Penalty: 14655.550781
	Iteration 87Q: 3 clusters Score -3.579976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130890 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -35799760.000000 Penalty: 14655.550781
	Iteration 88Q: 3 clusters Score -3.579976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130884 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -35799772.000000 Penalty: 14655.550781
	Iteration 89Q: 3 clusters Score -3.579977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130884 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -35799752.000000 Penalty: 14655.550781
	Iteration 90Q: 3 clusters Score -3.579975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130885 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -35799772.000000 Penalty: 14655.550781
	Iteration 91Q: 3 clusters Score -3.579977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130885 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -35799772.000000 Penalty: 14655.550781
	Iteration 92Q: 3 clusters Score -3.579977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130883 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -35799764.000000 Penalty: 14655.550781
	Iteration 93Q: 3 clusters Score -3.579976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -35799792.000000 Penalty: 14655.550781
	Iteration 94Q: 3 clusters Score -3.579979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130880 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -35799772.000000 Penalty: 14655.550781
	Iteration 95Q: 3 clusters Score -3.579977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130879 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -35799800.000000 Penalty: 14655.550781
	Iteration 96Q: 3 clusters Score -3.57998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130879 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -35799792.000000 Penalty: 14655.550781
	Iteration 97Q: 3 clusters Score -3.579979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -35799792.000000 Penalty: 14655.550781
	Iteration 98Q: 3 clusters Score -3.579979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130882 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -35799768.000000 Penalty: 14655.550781
	Iteration 99Q: 3 clusters Score -3.579977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130878 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -35799792.000000 Penalty: 14655.550781
	Iteration 100F: 3 clusters Score -3.579979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130875 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -35799804.000000 Penalty: 14655.550781
	Iteration 101Q: 3 clusters Score -3.57998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -35799792.000000 Penalty: 14655.550781
	Iteration 102Q: 3 clusters Score -3.579979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -35799788.000000 Penalty: 14655.550781
	Iteration 103Q: 3 clusters Score -3.579979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -35799760.000000 Penalty: 14655.550781
	Iteration 104Q: 3 clusters Score -3.579976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130871 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -35799772.000000 Penalty: 14655.550781
	Iteration 105Q: 3 clusters Score -3.579977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130871 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -35799776.000000 Penalty: 14655.550781
	Iteration 106Q: 3 clusters Score -3.579978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -35799756.000000 Penalty: 14655.550781
	Iteration 107Q: 3 clusters Score -3.579976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -35799792.000000 Penalty: 14655.550781
	Iteration 108Q: 3 clusters Score -3.579979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -35799760.000000 Penalty: 14655.550781
	Iteration 109Q: 3 clusters Score -3.579976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -35799772.000000 Penalty: 14655.550781
	Iteration 110Q: 3 clusters Score -3.579977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -35799756.000000 Penalty: 14655.550781
	Iteration 111Q: 3 clusters Score -3.579976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130871 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -35799760.000000 Penalty: 14655.550781
	Iteration 112Q: 3 clusters Score -3.579976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130872 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -35799748.000000 Penalty: 14655.550781
	Iteration 113Q: 3 clusters Score -3.579975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130872 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -35799748.000000 Penalty: 14655.550781
	Iteration 114F: 3 clusters Score -3.579975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 15633 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 33920 members 
Mstep: Class 5 contains 112370 members 
Mstep: Class 6 contains 65919 members 
Mstep: Class 7 contains 13680 members 
Mstep: Class 8 contains 130872 members 
Mstep: Class 9 contains 41909 members 
Mstep: Class 10 contains 119908 members 
Mstep: Class 11 contains 59826 members 
Mstep: Class 12 contains 17038 members 
Mstep: Class 13 contains 129518 members 
Mstep: Class 14 contains 40184 members 
Mstep: Class 15 contains 71411 members 
Mstep: Class 16 contains 15988 members 
Mstep: Class 17 contains 76602 members 
Mstep: Class 18 contains 59098 members 
Mstep: Class 19 contains 20780 members 
Mstep: Class 20 contains 88516 members 
Mstep: Class 21 contains 42032 members 
Mstep: Class 22 contains 5799 members 
Mstep: Class 23 contains 2449 members 
Mstep: Class 24 contains 26083 members 
Entering Unmasked Estep 
Score: -272421504.000000 Penalty: 205980.281250
Splitting cluster 8 changes total score from -272415040.000000 to -272421504.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (41909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Entering Unmasked Estep 
Score: -9580546.000000 Penalty: 6518.994629
	Iteration 0F: 2 clusters Score -9580546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -9550108.000000 Penalty: 13037.989258
	Iteration 0F: 3 clusters Score -9550108 nChanged 18204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -9559566.000000 Penalty: 13037.989258
	Iteration 1F: 3 clusters Score -9559566 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -9560366.000000 Penalty: 13037.989258
	Iteration 2F: 3 clusters Score -9560366 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -9560942.000000 Penalty: 13037.989258
	Iteration 3Q: 3 clusters Score -9560942 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -9561458.000000 Penalty: 13037.989258
	Iteration 4Q: 3 clusters Score -9561458 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -9561893.000000 Penalty: 13037.989258
	Iteration 5Q: 3 clusters Score -9561893 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -9562309.000000 Penalty: 13037.989258
	Iteration 6Q: 3 clusters Score -9562309 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -9562578.000000 Penalty: 13037.989258
	Iteration 7Q: 3 clusters Score -9562578 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -9562798.000000 Penalty: 13037.989258
	Iteration 8Q: 3 clusters Score -9562798 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -9563042.000000 Penalty: 13037.989258
	Iteration 9Q: 3 clusters Score -9563042 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -9563359.000000 Penalty: 13037.989258
	Iteration 10Q: 3 clusters Score -9563359 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -9563622.000000 Penalty: 13037.989258
	Iteration 11Q: 3 clusters Score -9563622 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -9563861.000000 Penalty: 13037.989258
	Iteration 12Q: 3 clusters Score -9563861 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -9564136.000000 Penalty: 13037.989258
	Iteration 13Q: 3 clusters Score -9564136 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -9564452.000000 Penalty: 13037.989258
	Iteration 14Q: 3 clusters Score -9564452 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -9564817.000000 Penalty: 13037.989258
	Iteration 15Q: 3 clusters Score -9564817 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -9565214.000000 Penalty: 13037.989258
	Iteration 16Q: 3 clusters Score -9565214 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -9565772.000000 Penalty: 13037.989258
	Iteration 17Q: 3 clusters Score -9565772 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -9566343.000000 Penalty: 13037.989258
	Iteration 18Q: 3 clusters Score -9566343 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -9567048.000000 Penalty: 13037.989258
	Iteration 19Q: 3 clusters Score -9567048 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -9567803.000000 Penalty: 13037.989258
	Iteration 20F: 3 clusters Score -9567803 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -9568611.000000 Penalty: 13037.989258
	Iteration 21Q: 3 clusters Score -9568611 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -9569389.000000 Penalty: 13037.989258
	Iteration 22Q: 3 clusters Score -9569389 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -9570133.000000 Penalty: 13037.989258
	Iteration 23Q: 3 clusters Score -9570133 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -9570825.000000 Penalty: 13037.989258
	Iteration 24Q: 3 clusters Score -9570825 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -9571465.000000 Penalty: 13037.989258
	Iteration 25Q: 3 clusters Score -9571465 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -9572041.000000 Penalty: 13037.989258
	Iteration 26Q: 3 clusters Score -9572041 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -9572590.000000 Penalty: 13037.989258
	Iteration 27Q: 3 clusters Score -9572590 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -9573091.000000 Penalty: 13037.989258
	Iteration 28Q: 3 clusters Score -9573091 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -9573497.000000 Penalty: 13037.989258
	Iteration 29Q: 3 clusters Score -9573497 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9573821.000000 Penalty: 13037.989258
	Iteration 30Q: 3 clusters Score -9573821 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -9574024.000000 Penalty: 13037.989258
	Iteration 31Q: 3 clusters Score -9574024 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9574210.000000 Penalty: 13037.989258
	Iteration 32Q: 3 clusters Score -9574210 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -9574325.000000 Penalty: 13037.989258
	Iteration 33Q: 3 clusters Score -9574325 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -9574457.000000 Penalty: 13037.989258
	Iteration 34Q: 3 clusters Score -9574457 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9574540.000000 Penalty: 13037.989258
	Iteration 35Q: 3 clusters Score -9574540 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -9574628.000000 Penalty: 13037.989258
	Iteration 36Q: 3 clusters Score -9574628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -9574700.000000 Penalty: 13037.989258
	Iteration 37Q: 3 clusters Score -9574700 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9574740.000000 Penalty: 13037.989258
	Iteration 38Q: 3 clusters Score -9574740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9574776.000000 Penalty: 13037.989258
	Iteration 39Q: 3 clusters Score -9574776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9574815.000000 Penalty: 13037.989258
	Iteration 40F: 3 clusters Score -9574815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9574827.000000 Penalty: 13037.989258
	Iteration 41Q: 3 clusters Score -9574827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9574855.000000 Penalty: 13037.989258
	Iteration 42Q: 3 clusters Score -9574855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9574856.000000 Penalty: 13037.989258
	Iteration 43Q: 3 clusters Score -9574856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9574865.000000 Penalty: 13037.989258
	Iteration 44Q: 3 clusters Score -9574865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9574862.000000 Penalty: 13037.989258
	Iteration 45Q: 3 clusters Score -9574862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9574875.000000 Penalty: 13037.989258
	Iteration 46Q: 3 clusters Score -9574875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9574876.000000 Penalty: 13037.989258
	Iteration 47Q: 3 clusters Score -9574876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -9574891.000000 Penalty: 13037.989258
	Iteration 48Q: 3 clusters Score -9574891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9574905.000000 Penalty: 13037.989258
	Iteration 49Q: 3 clusters Score -9574905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9574905.000000 Penalty: 13037.989258
	Iteration 50Q: 3 clusters Score -9574905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9574914.000000 Penalty: 13037.989258
	Iteration 51Q: 3 clusters Score -9574914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9574907.000000 Penalty: 13037.989258
	Iteration 52Q: 3 clusters Score -9574907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9574913.000000 Penalty: 13037.989258
	Iteration 53Q: 3 clusters Score -9574913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -9574907.000000 Penalty: 13037.989258
	Iteration 54Q: 3 clusters Score -9574907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9574913.000000 Penalty: 13037.989258
	Iteration 55Q: 3 clusters Score -9574913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9574919.000000 Penalty: 13037.989258
	Iteration 56Q: 3 clusters Score -9574919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9574918.000000 Penalty: 13037.989258
	Iteration 57Q: 3 clusters Score -9574918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9574918.000000 Penalty: 13037.989258
	Iteration 58Q: 3 clusters Score -9574918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -9574918.000000 Penalty: 13037.989258
	Iteration 59Q: 3 clusters Score -9574918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9574925.000000 Penalty: 13037.989258
	Iteration 60F: 3 clusters Score -9574925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9574937.000000 Penalty: 13037.989258
	Iteration 61Q: 3 clusters Score -9574937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9574930.000000 Penalty: 13037.989258
	Iteration 62Q: 3 clusters Score -9574930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -9574931.000000 Penalty: 13037.989258
	Iteration 63Q: 3 clusters Score -9574931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -9574931.000000 Penalty: 13037.989258
	Iteration 64F: 3 clusters Score -9574931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119908 members 
Entering Unmasked Estep 
Score: -27235102.000000 Penalty: 7162.869141
	Iteration 0F: 2 clusters Score -2.72351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -27153596.000000 Penalty: 14325.738281
	Iteration 0F: 3 clusters Score -2.71536e+07 nChanged 55305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -27184278.000000 Penalty: 14325.738281
	Iteration 1F: 3 clusters Score -2.718428e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -27185270.000000 Penalty: 14325.738281
	Iteration 2Q: 3 clusters Score -2.718527e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -27186202.000000 Penalty: 14325.738281
	Iteration 3Q: 3 clusters Score -2.71862e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -27187178.000000 Penalty: 14325.738281
	Iteration 4Q: 3 clusters Score -2.718718e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -27188104.000000 Penalty: 14325.738281
	Iteration 5Q: 3 clusters Score -2.71881e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -27189084.000000 Penalty: 14325.738281
	Iteration 6Q: 3 clusters Score -2.718908e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 71801 members 
Entering Unmasked Estep 
Score: -27190606.000000 Penalty: 14325.738281
	Iteration 7Q: 3 clusters Score -2.719061e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -27192928.000000 Penalty: 14325.738281
	Iteration 8Q: 3 clusters Score -2.719293e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -27196968.000000 Penalty: 14325.738281
	Iteration 9F: 3 clusters Score -2.719697e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -27202988.000000 Penalty: 14325.738281
	Iteration 10F: 3 clusters Score -2.720299e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 100600 members 
Entering Unmasked Estep 
Score: -27210762.000000 Penalty: 14325.738281
	Iteration 11F: 3 clusters Score -2.721076e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 109293 members 
Entering Unmasked Estep 
Score: -27218968.000000 Penalty: 14325.738281
	Iteration 12F: 3 clusters Score -2.721897e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 115051 members 
Entering Unmasked Estep 
Score: -27224512.000000 Penalty: 14325.738281
	Iteration 13Q: 3 clusters Score -2.722451e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 117734 members 
Entering Unmasked Estep 
Score: -27227128.000000 Penalty: 14325.738281
	Iteration 14Q: 3 clusters Score -2.722713e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 118664 members 
Entering Unmasked Estep 
Score: -27228072.000000 Penalty: 14325.738281
	Iteration 15Q: 3 clusters Score -2.722807e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 118992 members 
Entering Unmasked Estep 
Score: -27228438.000000 Penalty: 14325.738281
	Iteration 16Q: 3 clusters Score -2.722844e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 119133 members 
Entering Unmasked Estep 
Score: -27228588.000000 Penalty: 14325.738281
	Iteration 17Q: 3 clusters Score -2.722859e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 119199 members 
Entering Unmasked Estep 
Score: -27228740.000000 Penalty: 14325.738281
	Iteration 18Q: 3 clusters Score -2.722874e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 119230 members 
Entering Unmasked Estep 
Score: -27228814.000000 Penalty: 14325.738281
	Iteration 19Q: 3 clusters Score -2.722881e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 119256 members 
Entering Unmasked Estep 
Score: -27228814.000000 Penalty: 14325.738281
	Iteration 20F: 3 clusters Score -2.722881e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -27228842.000000 Penalty: 14325.738281
	Iteration 21Q: 3 clusters Score -2.722884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 119284 members 
Entering Unmasked Estep 
Score: -27228904.000000 Penalty: 14325.738281
	Iteration 22Q: 3 clusters Score -2.72289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 119293 members 
Entering Unmasked Estep 
Score: -27228906.000000 Penalty: 14325.738281
	Iteration 23Q: 3 clusters Score -2.722891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 119296 members 
Entering Unmasked Estep 
Score: -27228916.000000 Penalty: 14325.738281
	Iteration 24Q: 3 clusters Score -2.722892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 119298 members 
Entering Unmasked Estep 
Score: -27228914.000000 Penalty: 14325.738281
	Iteration 25Q: 3 clusters Score -2.722891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -27228920.000000 Penalty: 14325.738281
	Iteration 26Q: 3 clusters Score -2.722892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 119301 members 
Entering Unmasked Estep 
Score: -27228922.000000 Penalty: 14325.738281
	Iteration 27Q: 3 clusters Score -2.722892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 119302 members 
Entering Unmasked Estep 
Score: -27228926.000000 Penalty: 14325.738281
	Iteration 28Q: 3 clusters Score -2.722893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 119306 members 
Entering Unmasked Estep 
Score: -27228956.000000 Penalty: 14325.738281
	Iteration 29Q: 3 clusters Score -2.722896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
Score: -27228972.000000 Penalty: 14325.738281
	Iteration 30Q: 3 clusters Score -2.722897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 119311 members 
Entering Unmasked Estep 
Score: -27228976.000000 Penalty: 14325.738281
	Iteration 31Q: 3 clusters Score -2.722898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 119309 members 
Entering Unmasked Estep 
Score: -27228970.000000 Penalty: 14325.738281
	Iteration 32Q: 3 clusters Score -2.722897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 119309 members 
Entering Unmasked Estep 
Score: -27228970.000000 Penalty: 14325.738281
	Iteration 33F: 3 clusters Score -2.722897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Entering Unmasked Estep 
Score: -13711218.000000 Penalty: 6737.007812
	Iteration 0F: 2 clusters Score -1.371122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -13669239.000000 Penalty: 13474.015625
	Iteration 0F: 3 clusters Score -1.366924e+07 nChanged 26627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -13683507.000000 Penalty: 13474.015625
	Iteration 1F: 3 clusters Score -1.368351e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -13684402.000000 Penalty: 13474.015625
	Iteration 2Q: 3 clusters Score -1.36844e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -13685210.000000 Penalty: 13474.015625
	Iteration 3Q: 3 clusters Score -1.368521e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -13685913.000000 Penalty: 13474.015625
	Iteration 4Q: 3 clusters Score -1.368591e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -13686612.000000 Penalty: 13474.015625
	Iteration 5Q: 3 clusters Score -1.368661e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -13687605.000000 Penalty: 13474.015625
	Iteration 6Q: 3 clusters Score -1.36876e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -13689139.000000 Penalty: 13474.015625
	Iteration 7Q: 3 clusters Score -1.368914e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -13691438.000000 Penalty: 13474.015625
	Iteration 8F: 3 clusters Score -1.369144e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -13694728.000000 Penalty: 13474.015625
	Iteration 9F: 3 clusters Score -1.369473e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -13698211.000000 Penalty: 13474.015625
	Iteration 10F: 3 clusters Score -1.369821e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -13701166.000000 Penalty: 13474.015625
	Iteration 11F: 3 clusters Score -1.370117e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -13703223.000000 Penalty: 13474.015625
	Iteration 12Q: 3 clusters Score -1.370322e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -13704268.000000 Penalty: 13474.015625
	Iteration 13Q: 3 clusters Score -1.370427e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -13704788.000000 Penalty: 13474.015625
	Iteration 14Q: 3 clusters Score -1.370479e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -13705102.000000 Penalty: 13474.015625
	Iteration 15Q: 3 clusters Score -1.37051e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -13705234.000000 Penalty: 13474.015625
	Iteration 16Q: 3 clusters Score -1.370523e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -13705287.000000 Penalty: 13474.015625
	Iteration 17Q: 3 clusters Score -1.370529e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -13705364.000000 Penalty: 13474.015625
	Iteration 18Q: 3 clusters Score -1.370536e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -13705428.000000 Penalty: 13474.015625
	Iteration 19Q: 3 clusters Score -1.370543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -13705448.000000 Penalty: 13474.015625
	Iteration 20F: 3 clusters Score -1.370545e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -13705444.000000 Penalty: 13474.015625
	Iteration 21Q: 3 clusters Score -1.370544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -13705478.000000 Penalty: 13474.015625
	Iteration 22Q: 3 clusters Score -1.370548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -13705487.000000 Penalty: 13474.015625
	Iteration 23Q: 3 clusters Score -1.370549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -13705513.000000 Penalty: 13474.015625
	Iteration 24Q: 3 clusters Score -1.370551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -13705529.000000 Penalty: 13474.015625
	Iteration 25Q: 3 clusters Score -1.370553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -13705555.000000 Penalty: 13474.015625
	Iteration 26Q: 3 clusters Score -1.370556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -13705563.000000 Penalty: 13474.015625
	Iteration 27Q: 3 clusters Score -1.370556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -13705566.000000 Penalty: 13474.015625
	Iteration 28Q: 3 clusters Score -1.370557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -13705577.000000 Penalty: 13474.015625
	Iteration 29Q: 3 clusters Score -1.370558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -13705575.000000 Penalty: 13474.015625
	Iteration 30Q: 3 clusters Score -1.370558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -13705587.000000 Penalty: 13474.015625
	Iteration 31Q: 3 clusters Score -1.370559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -13705587.000000 Penalty: 13474.015625
	Iteration 32F: 3 clusters Score -1.370559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Entering Unmasked Estep 
Score: -3724313.750000 Penalty: 5967.710938
	Iteration 0F: 2 clusters Score -3724314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3709727.500000 Penalty: 11935.421875
	Iteration 0F: 3 clusters Score -3709728 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3713469.250000 Penalty: 11935.421875
	Iteration 1F: 3 clusters Score -3713469 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3714205.250000 Penalty: 11935.421875
	Iteration 2F: 3 clusters Score -3714205 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3714817.000000 Penalty: 11935.421875
	Iteration 3F: 3 clusters Score -3714817 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3715300.750000 Penalty: 11935.421875
	Iteration 4Q: 3 clusters Score -3715301 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3715734.250000 Penalty: 11935.421875
	Iteration 5Q: 3 clusters Score -3715734 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3716211.000000 Penalty: 11935.421875
	Iteration 6Q: 3 clusters Score -3716211 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3716671.000000 Penalty: 11935.421875
	Iteration 7Q: 3 clusters Score -3716671 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3717115.500000 Penalty: 11935.421875
	Iteration 8Q: 3 clusters Score -3717116 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3717512.000000 Penalty: 11935.421875
	Iteration 9Q: 3 clusters Score -3717512 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3717957.750000 Penalty: 11935.421875
	Iteration 10Q: 3 clusters Score -3717958 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3718442.250000 Penalty: 11935.421875
	Iteration 11Q: 3 clusters Score -3718442 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3718916.750000 Penalty: 11935.421875
	Iteration 12Q: 3 clusters Score -3718917 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3719373.000000 Penalty: 11935.421875
	Iteration 13Q: 3 clusters Score -3719373 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3719786.000000 Penalty: 11935.421875
	Iteration 14Q: 3 clusters Score -3719786 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3720222.750000 Penalty: 11935.421875
	Iteration 15Q: 3 clusters Score -3720223 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3720554.500000 Penalty: 11935.421875
	Iteration 16Q: 3 clusters Score -3720554 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3720776.750000 Penalty: 11935.421875
	Iteration 17Q: 3 clusters Score -3720777 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3720957.750000 Penalty: 11935.421875
	Iteration 18Q: 3 clusters Score -3720958 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3721100.250000 Penalty: 11935.421875
	Iteration 19Q: 3 clusters Score -3721100 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3721202.500000 Penalty: 11935.421875
	Iteration 20F: 3 clusters Score -3721202 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3721311.000000 Penalty: 11935.421875
	Iteration 21Q: 3 clusters Score -3721311 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3721403.250000 Penalty: 11935.421875
	Iteration 22Q: 3 clusters Score -3721403 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3721452.000000 Penalty: 11935.421875
	Iteration 23Q: 3 clusters Score -3721452 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3721491.500000 Penalty: 11935.421875
	Iteration 24Q: 3 clusters Score -3721492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3721541.250000 Penalty: 11935.421875
	Iteration 25Q: 3 clusters Score -3721541 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3721590.500000 Penalty: 11935.421875
	Iteration 26Q: 3 clusters Score -3721590 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3721628.000000 Penalty: 11935.421875
	Iteration 27Q: 3 clusters Score -3721628 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3721656.500000 Penalty: 11935.421875
	Iteration 28Q: 3 clusters Score -3721656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -3721673.500000 Penalty: 11935.421875
	Iteration 29Q: 3 clusters Score -3721674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -3721692.750000 Penalty: 11935.421875
	Iteration 30Q: 3 clusters Score -3721693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3721723.250000 Penalty: 11935.421875
	Iteration 31Q: 3 clusters Score -3721723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3721749.500000 Penalty: 11935.421875
	Iteration 32Q: 3 clusters Score -3721750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3721769.250000 Penalty: 11935.421875
	Iteration 33Q: 3 clusters Score -3721769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3721782.500000 Penalty: 11935.421875
	Iteration 34Q: 3 clusters Score -3721782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -3721810.750000 Penalty: 11935.421875
	Iteration 35Q: 3 clusters Score -3721811 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3721812.250000 Penalty: 11935.421875
	Iteration 36Q: 3 clusters Score -3721812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3721834.250000 Penalty: 11935.421875
	Iteration 37Q: 3 clusters Score -3721834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3721843.250000 Penalty: 11935.421875
	Iteration 38Q: 3 clusters Score -3721843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3721854.750000 Penalty: 11935.421875
	Iteration 39Q: 3 clusters Score -3721855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3721851.250000 Penalty: 11935.421875
	Iteration 40F: 3 clusters Score -3721851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3721854.250000 Penalty: 11935.421875
	Iteration 41Q: 3 clusters Score -3721854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3721863.000000 Penalty: 11935.421875
	Iteration 42Q: 3 clusters Score -3721863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -3721872.750000 Penalty: 11935.421875
	Iteration 43Q: 3 clusters Score -3721873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3721873.250000 Penalty: 11935.421875
	Iteration 44Q: 3 clusters Score -3721873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3721879.750000 Penalty: 11935.421875
	Iteration 45Q: 3 clusters Score -3721880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -3721881.750000 Penalty: 11935.421875
	Iteration 46Q: 3 clusters Score -3721882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3721881.000000 Penalty: 11935.421875
	Iteration 47Q: 3 clusters Score -3721881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3721891.000000 Penalty: 11935.421875
	Iteration 48Q: 3 clusters Score -3721891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3721884.000000 Penalty: 11935.421875
	Iteration 49Q: 3 clusters Score -3721884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3721889.250000 Penalty: 11935.421875
	Iteration 50Q: 3 clusters Score -3721889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3721891.250000 Penalty: 11935.421875
	Iteration 51Q: 3 clusters Score -3721891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3721897.500000 Penalty: 11935.421875
	Iteration 52Q: 3 clusters Score -3721898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3721896.000000 Penalty: 11935.421875
	Iteration 53Q: 3 clusters Score -3721896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3721902.250000 Penalty: 11935.421875
	Iteration 54Q: 3 clusters Score -3721902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -3721911.750000 Penalty: 11935.421875
	Iteration 55Q: 3 clusters Score -3721912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3721913.250000 Penalty: 11935.421875
	Iteration 56Q: 3 clusters Score -3721913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3721909.250000 Penalty: 11935.421875
	Iteration 57Q: 3 clusters Score -3721909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3721911.750000 Penalty: 11935.421875
	Iteration 58Q: 3 clusters Score -3721912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3721921.250000 Penalty: 11935.421875
	Iteration 59Q: 3 clusters Score -3721921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3721914.500000 Penalty: 11935.421875
	Iteration 60F: 3 clusters Score -3721914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3721915.750000 Penalty: 11935.421875
	Iteration 61Q: 3 clusters Score -3721916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3721923.500000 Penalty: 11935.421875
	Iteration 62Q: 3 clusters Score -3721924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3721932.250000 Penalty: 11935.421875
	Iteration 63Q: 3 clusters Score -3721932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3721936.250000 Penalty: 11935.421875
	Iteration 64Q: 3 clusters Score -3721936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3721934.500000 Penalty: 11935.421875
	Iteration 65Q: 3 clusters Score -3721934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3721939.250000 Penalty: 11935.421875
	Iteration 66Q: 3 clusters Score -3721939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3721935.750000 Penalty: 11935.421875
	Iteration 67Q: 3 clusters Score -3721936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3721939.000000 Penalty: 11935.421875
	Iteration 68Q: 3 clusters Score -3721939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3721939.000000 Penalty: 11935.421875
	Iteration 69Q: 3 clusters Score -3721939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3721934.750000 Penalty: 11935.421875
	Iteration 70Q: 3 clusters Score -3721935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3721939.500000 Penalty: 11935.421875
	Iteration 71Q: 3 clusters Score -3721940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3721944.750000 Penalty: 11935.421875
	Iteration 72Q: 3 clusters Score -3721945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -3721951.000000 Penalty: 11935.421875
	Iteration 73Q: 3 clusters Score -3721951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3721948.500000 Penalty: 11935.421875
	Iteration 74Q: 3 clusters Score -3721948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3721946.750000 Penalty: 11935.421875
	Iteration 75Q: 3 clusters Score -3721947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3721946.750000 Penalty: 11935.421875
	Iteration 76F: 3 clusters Score -3721947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (129518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129518 members 
Entering Unmasked Estep 
Score: -29829980.000000 Penalty: 7210.089844
	Iteration 0F: 2 clusters Score -2.982998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -29746184.000000 Penalty: 14420.179688
	Iteration 0F: 3 clusters Score -2.974618e+07 nChanged 59888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -29779640.000000 Penalty: 14420.179688
	Iteration 1F: 3 clusters Score -2.977964e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -29781190.000000 Penalty: 14420.179688
	Iteration 2Q: 3 clusters Score -2.978119e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -29783140.000000 Penalty: 14420.179688
	Iteration 3Q: 3 clusters Score -2.978314e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -29785134.000000 Penalty: 14420.179688
	Iteration 4Q: 3 clusters Score -2.978513e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71164 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -29787092.000000 Penalty: 14420.179688
	Iteration 5Q: 3 clusters Score -2.978709e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -29789696.000000 Penalty: 14420.179688
	Iteration 6Q: 3 clusters Score -2.97897e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -29792636.000000 Penalty: 14420.179688
	Iteration 7Q: 3 clusters Score -2.979264e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -29796608.000000 Penalty: 14420.179688
	Iteration 8F: 3 clusters Score -2.979661e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -29801496.000000 Penalty: 14420.179688
	Iteration 9F: 3 clusters Score -2.98015e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95554 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -29807166.000000 Penalty: 14420.179688
	Iteration 10F: 3 clusters Score -2.980717e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -29812336.000000 Penalty: 14420.179688
	Iteration 11F: 3 clusters Score -2.981234e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -29815972.000000 Penalty: 14420.179688
	Iteration 12Q: 3 clusters Score -2.981597e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -29818308.000000 Penalty: 14420.179688
	Iteration 13Q: 3 clusters Score -2.981831e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111104 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -29819986.000000 Penalty: 14420.179688
	Iteration 14Q: 3 clusters Score -2.981999e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113331 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -29821202.000000 Penalty: 14420.179688
	Iteration 15Q: 3 clusters Score -2.98212e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115394 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -29822128.000000 Penalty: 14420.179688
	Iteration 16Q: 3 clusters Score -2.982213e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117210 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -29822898.000000 Penalty: 14420.179688
	Iteration 17Q: 3 clusters Score -2.98229e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118781 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -29823362.000000 Penalty: 14420.179688
	Iteration 18Q: 3 clusters Score -2.982336e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120155 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -29823896.000000 Penalty: 14420.179688
	Iteration 19Q: 3 clusters Score -2.98239e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121377 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -29824248.000000 Penalty: 14420.179688
	Iteration 20F: 3 clusters Score -2.982425e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122346 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -29824658.000000 Penalty: 14420.179688
	Iteration 21Q: 3 clusters Score -2.982466e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123159 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -29824898.000000 Penalty: 14420.179688
	Iteration 22Q: 3 clusters Score -2.98249e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123834 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -29825048.000000 Penalty: 14420.179688
	Iteration 23Q: 3 clusters Score -2.982505e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124369 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -29825102.000000 Penalty: 14420.179688
	Iteration 24Q: 3 clusters Score -2.98251e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -29825254.000000 Penalty: 14420.179688
	Iteration 25Q: 3 clusters Score -2.982525e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125199 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -29825342.000000 Penalty: 14420.179688
	Iteration 26Q: 3 clusters Score -2.982534e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125491 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -29825428.000000 Penalty: 14420.179688
	Iteration 27Q: 3 clusters Score -2.982543e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125738 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -29825372.000000 Penalty: 14420.179688
	Iteration 28Q: 3 clusters Score -2.982537e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125937 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -29825480.000000 Penalty: 14420.179688
	Iteration 29Q: 3 clusters Score -2.982548e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126102 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -29825554.000000 Penalty: 14420.179688
	Iteration 30Q: 3 clusters Score -2.982555e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126260 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -29825610.000000 Penalty: 14420.179688
	Iteration 31Q: 3 clusters Score -2.982561e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126396 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -29825632.000000 Penalty: 14420.179688
	Iteration 32Q: 3 clusters Score -2.982563e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126496 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -29825684.000000 Penalty: 14420.179688
	Iteration 33Q: 3 clusters Score -2.982568e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126600 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -29825682.000000 Penalty: 14420.179688
	Iteration 34Q: 3 clusters Score -2.982568e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126707 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -29825728.000000 Penalty: 14420.179688
	Iteration 35Q: 3 clusters Score -2.982573e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126793 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -29825756.000000 Penalty: 14420.179688
	Iteration 36Q: 3 clusters Score -2.982576e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126879 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -29825796.000000 Penalty: 14420.179688
	Iteration 37Q: 3 clusters Score -2.98258e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126948 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -29825828.000000 Penalty: 14420.179688
	Iteration 38Q: 3 clusters Score -2.982583e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127025 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -29825848.000000 Penalty: 14420.179688
	Iteration 39Q: 3 clusters Score -2.982585e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127090 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -29825842.000000 Penalty: 14420.179688
	Iteration 40F: 3 clusters Score -2.982584e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127141 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -29825852.000000 Penalty: 14420.179688
	Iteration 41Q: 3 clusters Score -2.982585e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127186 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -29825910.000000 Penalty: 14420.179688
	Iteration 42Q: 3 clusters Score -2.982591e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -29825938.000000 Penalty: 14420.179688
	Iteration 43Q: 3 clusters Score -2.982594e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127280 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -29825964.000000 Penalty: 14420.179688
	Iteration 44Q: 3 clusters Score -2.982596e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127340 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -29825984.000000 Penalty: 14420.179688
	Iteration 45Q: 3 clusters Score -2.982598e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127376 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -29826006.000000 Penalty: 14420.179688
	Iteration 46Q: 3 clusters Score -2.982601e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127407 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -29826000.000000 Penalty: 14420.179688
	Iteration 47Q: 3 clusters Score -2.9826e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127438 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -29826030.000000 Penalty: 14420.179688
	Iteration 48Q: 3 clusters Score -2.982603e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127467 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -29826038.000000 Penalty: 14420.179688
	Iteration 49Q: 3 clusters Score -2.982604e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127488 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -29826042.000000 Penalty: 14420.179688
	Iteration 50Q: 3 clusters Score -2.982604e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127519 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -29826060.000000 Penalty: 14420.179688
	Iteration 51Q: 3 clusters Score -2.982606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127532 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -29826098.000000 Penalty: 14420.179688
	Iteration 52Q: 3 clusters Score -2.98261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -29826096.000000 Penalty: 14420.179688
	Iteration 53Q: 3 clusters Score -2.98261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127556 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -29826084.000000 Penalty: 14420.179688
	Iteration 54Q: 3 clusters Score -2.982608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127578 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -29826100.000000 Penalty: 14420.179688
	Iteration 55Q: 3 clusters Score -2.98261e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127589 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -29826130.000000 Penalty: 14420.179688
	Iteration 56Q: 3 clusters Score -2.982613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127595 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -29826136.000000 Penalty: 14420.179688
	Iteration 57Q: 3 clusters Score -2.982614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -29826156.000000 Penalty: 14420.179688
	Iteration 58Q: 3 clusters Score -2.982616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127601 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -29826156.000000 Penalty: 14420.179688
	Iteration 59Q: 3 clusters Score -2.982616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127601 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -29826168.000000 Penalty: 14420.179688
	Iteration 60F: 3 clusters Score -2.982617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127602 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -29826198.000000 Penalty: 14420.179688
	Iteration 61Q: 3 clusters Score -2.98262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127603 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -29826196.000000 Penalty: 14420.179688
	Iteration 62Q: 3 clusters Score -2.98262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127605 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -29826190.000000 Penalty: 14420.179688
	Iteration 63Q: 3 clusters Score -2.982619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127606 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -29826176.000000 Penalty: 14420.179688
	Iteration 64Q: 3 clusters Score -2.982618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127606 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -29826176.000000 Penalty: 14420.179688
	Iteration 65F: 3 clusters Score -2.982618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Entering Unmasked Estep 
Score: -8801700.000000 Penalty: 6493.249512
	Iteration 0F: 2 clusters Score -8801700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -8772577.000000 Penalty: 12986.499023
	Iteration 0F: 3 clusters Score -8772577 nChanged 17268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -8781731.000000 Penalty: 12986.499023
	Iteration 1F: 3 clusters Score -8781731 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -8782949.000000 Penalty: 12986.499023
	Iteration 2F: 3 clusters Score -8782949 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -8784173.000000 Penalty: 12986.499023
	Iteration 3F: 3 clusters Score -8784173 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -8785647.000000 Penalty: 12986.499023
	Iteration 4F: 3 clusters Score -8785647 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -8787198.000000 Penalty: 12986.499023
	Iteration 5F: 3 clusters Score -8787198 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -8788841.000000 Penalty: 12986.499023
	Iteration 6F: 3 clusters Score -8788841 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -8790353.000000 Penalty: 12986.499023
	Iteration 7F: 3 clusters Score -8790353 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -8791627.000000 Penalty: 12986.499023
	Iteration 8F: 3 clusters Score -8791627 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -8792648.000000 Penalty: 12986.499023
	Iteration 9Q: 3 clusters Score -8792648 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -8793576.000000 Penalty: 12986.499023
	Iteration 10Q: 3 clusters Score -8793576 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -8794258.000000 Penalty: 12986.499023
	Iteration 11Q: 3 clusters Score -8794258 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -8794774.000000 Penalty: 12986.499023
	Iteration 12Q: 3 clusters Score -8794774 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -8795194.000000 Penalty: 12986.499023
	Iteration 13Q: 3 clusters Score -8795194 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -8795429.000000 Penalty: 12986.499023
	Iteration 14Q: 3 clusters Score -8795429 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -8795629.000000 Penalty: 12986.499023
	Iteration 15Q: 3 clusters Score -8795629 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -8795785.000000 Penalty: 12986.499023
	Iteration 16Q: 3 clusters Score -8795785 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -8795911.000000 Penalty: 12986.499023
	Iteration 17Q: 3 clusters Score -8795911 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -8796066.000000 Penalty: 12986.499023
	Iteration 18Q: 3 clusters Score -8796066 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -8796155.000000 Penalty: 12986.499023
	Iteration 19Q: 3 clusters Score -8796155 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -8796268.000000 Penalty: 12986.499023
	Iteration 20F: 3 clusters Score -8796268 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -8796399.000000 Penalty: 12986.499023
	Iteration 21Q: 3 clusters Score -8796399 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -8796481.000000 Penalty: 12986.499023
	Iteration 22Q: 3 clusters Score -8796481 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -8796574.000000 Penalty: 12986.499023
	Iteration 23Q: 3 clusters Score -8796574 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -8796637.000000 Penalty: 12986.499023
	Iteration 24Q: 3 clusters Score -8796637 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -8796703.000000 Penalty: 12986.499023
	Iteration 25Q: 3 clusters Score -8796703 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -8796768.000000 Penalty: 12986.499023
	Iteration 26Q: 3 clusters Score -8796768 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -8796814.000000 Penalty: 12986.499023
	Iteration 27Q: 3 clusters Score -8796814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -8796850.000000 Penalty: 12986.499023
	Iteration 28Q: 3 clusters Score -8796850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -8796873.000000 Penalty: 12986.499023
	Iteration 29Q: 3 clusters Score -8796873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -8796896.000000 Penalty: 12986.499023
	Iteration 30Q: 3 clusters Score -8796896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -8796928.000000 Penalty: 12986.499023
	Iteration 31Q: 3 clusters Score -8796928 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -8796948.000000 Penalty: 12986.499023
	Iteration 32Q: 3 clusters Score -8796948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -8796952.000000 Penalty: 12986.499023
	Iteration 33Q: 3 clusters Score -8796952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -8796975.000000 Penalty: 12986.499023
	Iteration 34Q: 3 clusters Score -8796975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -8796979.000000 Penalty: 12986.499023
	Iteration 35Q: 3 clusters Score -8796979 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -8797007.000000 Penalty: 12986.499023
	Iteration 36Q: 3 clusters Score -8797007 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -8797013.000000 Penalty: 12986.499023
	Iteration 37Q: 3 clusters Score -8797013 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -8797014.000000 Penalty: 12986.499023
	Iteration 38Q: 3 clusters Score -8797014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -8796998.000000 Penalty: 12986.499023
	Iteration 39Q: 3 clusters Score -8796998 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -8797042.000000 Penalty: 12986.499023
	Iteration 40F: 3 clusters Score -8797042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -8797072.000000 Penalty: 12986.499023
	Iteration 41Q: 3 clusters Score -8797072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -8797088.000000 Penalty: 12986.499023
	Iteration 42Q: 3 clusters Score -8797088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -8797098.000000 Penalty: 12986.499023
	Iteration 43Q: 3 clusters Score -8797098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8797120.000000 Penalty: 12986.499023
	Iteration 44Q: 3 clusters Score -8797120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -8797118.000000 Penalty: 12986.499023
	Iteration 45Q: 3 clusters Score -8797118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -8797132.000000 Penalty: 12986.499023
	Iteration 46Q: 3 clusters Score -8797132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -8797169.000000 Penalty: 12986.499023
	Iteration 47Q: 3 clusters Score -8797169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -8797172.000000 Penalty: 12986.499023
	Iteration 48Q: 3 clusters Score -8797172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -8797185.000000 Penalty: 12986.499023
	Iteration 49Q: 3 clusters Score -8797185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -8797193.000000 Penalty: 12986.499023
	Iteration 50Q: 3 clusters Score -8797193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -8797206.000000 Penalty: 12986.499023
	Iteration 51Q: 3 clusters Score -8797206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -8797212.000000 Penalty: 12986.499023
	Iteration 52Q: 3 clusters Score -8797212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -8797218.000000 Penalty: 12986.499023
	Iteration 53Q: 3 clusters Score -8797218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -8797222.000000 Penalty: 12986.499023
	Iteration 54Q: 3 clusters Score -8797222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -8797223.000000 Penalty: 12986.499023
	Iteration 55Q: 3 clusters Score -8797223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -8797230.000000 Penalty: 12986.499023
	Iteration 56Q: 3 clusters Score -8797230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -8797231.000000 Penalty: 12986.499023
	Iteration 57Q: 3 clusters Score -8797231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -8797234.000000 Penalty: 12986.499023
	Iteration 58Q: 3 clusters Score -8797234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -8797242.000000 Penalty: 12986.499023
	Iteration 59Q: 3 clusters Score -8797242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -8797230.000000 Penalty: 12986.499023
	Iteration 60F: 3 clusters Score -8797230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -8797228.000000 Penalty: 12986.499023
	Iteration 61Q: 3 clusters Score -8797228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -8797227.000000 Penalty: 12986.499023
	Iteration 62Q: 3 clusters Score -8797227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -8797246.000000 Penalty: 12986.499023
	Iteration 63Q: 3 clusters Score -8797246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -8797239.000000 Penalty: 12986.499023
	Iteration 64Q: 3 clusters Score -8797239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -8797262.000000 Penalty: 12986.499023
	Iteration 65Q: 3 clusters Score -8797262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -8797259.000000 Penalty: 12986.499023
	Iteration 66Q: 3 clusters Score -8797259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -8797269.000000 Penalty: 12986.499023
	Iteration 67Q: 3 clusters Score -8797269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -8797257.000000 Penalty: 12986.499023
	Iteration 68Q: 3 clusters Score -8797257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -8797262.000000 Penalty: 12986.499023
	Iteration 69Q: 3 clusters Score -8797262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -8797268.000000 Penalty: 12986.499023
	Iteration 70Q: 3 clusters Score -8797268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -8797266.000000 Penalty: 12986.499023
	Iteration 71Q: 3 clusters Score -8797266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -8797276.000000 Penalty: 12986.499023
	Iteration 72Q: 3 clusters Score -8797276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -8797280.000000 Penalty: 12986.499023
	Iteration 73Q: 3 clusters Score -8797280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -8797275.000000 Penalty: 12986.499023
	Iteration 74Q: 3 clusters Score -8797275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -8797289.000000 Penalty: 12986.499023
	Iteration 75Q: 3 clusters Score -8797289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -8797288.000000 Penalty: 12986.499023
	Iteration 76Q: 3 clusters Score -8797288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -8797281.000000 Penalty: 12986.499023
	Iteration 77Q: 3 clusters Score -8797281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -8797290.000000 Penalty: 12986.499023
	Iteration 78Q: 3 clusters Score -8797290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -8797296.000000 Penalty: 12986.499023
	Iteration 79Q: 3 clusters Score -8797296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -8797296.000000 Penalty: 12986.499023
	Iteration 80F: 3 clusters Score -8797296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Entering Unmasked Estep 
Score: -16212430.000000 Penalty: 6845.427246
	Iteration 0F: 2 clusters Score -1.621243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -16163136.000000 Penalty: 13690.854492
	Iteration 0F: 3 clusters Score -1.616314e+07 nChanged 31840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -16180032.000000 Penalty: 13690.854492
	Iteration 1F: 3 clusters Score -1.618003e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -16181137.000000 Penalty: 13690.854492
	Iteration 2Q: 3 clusters Score -1.618114e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -16182243.000000 Penalty: 13690.854492
	Iteration 3Q: 3 clusters Score -1.618224e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -16183526.000000 Penalty: 13690.854492
	Iteration 4Q: 3 clusters Score -1.618353e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -16185134.000000 Penalty: 13690.854492
	Iteration 5Q: 3 clusters Score -1.618513e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -16186896.000000 Penalty: 13690.854492
	Iteration 6Q: 3 clusters Score -1.61869e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -16189004.000000 Penalty: 13690.854492
	Iteration 7F: 3 clusters Score -1.6189e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -16191361.000000 Penalty: 13690.854492
	Iteration 8F: 3 clusters Score -1.619136e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -16194091.000000 Penalty: 13690.854492
	Iteration 9F: 3 clusters Score -1.619409e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -16196936.000000 Penalty: 13690.854492
	Iteration 10F: 3 clusters Score -1.619694e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -16199553.000000 Penalty: 13690.854492
	Iteration 11Q: 3 clusters Score -1.619955e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -16201852.000000 Penalty: 13690.854492
	Iteration 12Q: 3 clusters Score -1.620185e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -16203647.000000 Penalty: 13690.854492
	Iteration 13Q: 3 clusters Score -1.620365e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -16204812.000000 Penalty: 13690.854492
	Iteration 14Q: 3 clusters Score -1.620481e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -16205404.000000 Penalty: 13690.854492
	Iteration 15Q: 3 clusters Score -1.62054e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -16205905.000000 Penalty: 13690.854492
	Iteration 16Q: 3 clusters Score -1.62059e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -16206312.000000 Penalty: 13690.854492
	Iteration 17Q: 3 clusters Score -1.620631e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -16206585.000000 Penalty: 13690.854492
	Iteration 18Q: 3 clusters Score -1.620658e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -16206768.000000 Penalty: 13690.854492
	Iteration 19Q: 3 clusters Score -1.620677e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -16206881.000000 Penalty: 13690.854492
	Iteration 20F: 3 clusters Score -1.620688e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -16206985.000000 Penalty: 13690.854492
	Iteration 21Q: 3 clusters Score -1.620698e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -16207067.000000 Penalty: 13690.854492
	Iteration 22Q: 3 clusters Score -1.620707e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -16207101.000000 Penalty: 13690.854492
	Iteration 23Q: 3 clusters Score -1.62071e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -16207192.000000 Penalty: 13690.854492
	Iteration 24Q: 3 clusters Score -1.620719e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -16207253.000000 Penalty: 13690.854492
	Iteration 25Q: 3 clusters Score -1.620725e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -16207310.000000 Penalty: 13690.854492
	Iteration 26Q: 3 clusters Score -1.620731e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -16207300.000000 Penalty: 13690.854492
	Iteration 27Q: 3 clusters Score -1.62073e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -16207346.000000 Penalty: 13690.854492
	Iteration 28Q: 3 clusters Score -1.620735e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -16207391.000000 Penalty: 13690.854492
	Iteration 29Q: 3 clusters Score -1.620739e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -16207450.000000 Penalty: 13690.854492
	Iteration 30Q: 3 clusters Score -1.620745e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -16207445.000000 Penalty: 13690.854492
	Iteration 31Q: 3 clusters Score -1.620744e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -16207485.000000 Penalty: 13690.854492
	Iteration 32Q: 3 clusters Score -1.620748e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -16207491.000000 Penalty: 13690.854492
	Iteration 33Q: 3 clusters Score -1.620749e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -16207518.000000 Penalty: 13690.854492
	Iteration 34Q: 3 clusters Score -1.620752e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -16207521.000000 Penalty: 13690.854492
	Iteration 35Q: 3 clusters Score -1.620752e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -16207538.000000 Penalty: 13690.854492
	Iteration 36Q: 3 clusters Score -1.620754e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -16207552.000000 Penalty: 13690.854492
	Iteration 37Q: 3 clusters Score -1.620755e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -16207578.000000 Penalty: 13690.854492
	Iteration 38Q: 3 clusters Score -1.620758e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -16207579.000000 Penalty: 13690.854492
	Iteration 39Q: 3 clusters Score -1.620758e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -16207562.000000 Penalty: 13690.854492
	Iteration 40F: 3 clusters Score -1.620756e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -16207548.000000 Penalty: 13690.854492
	Iteration 41Q: 3 clusters Score -1.620755e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -16207586.000000 Penalty: 13690.854492
	Iteration 42Q: 3 clusters Score -1.620759e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -16207601.000000 Penalty: 13690.854492
	Iteration 43Q: 3 clusters Score -1.62076e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -16207622.000000 Penalty: 13690.854492
	Iteration 44Q: 3 clusters Score -1.620762e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -16207614.000000 Penalty: 13690.854492
	Iteration 45Q: 3 clusters Score -1.620761e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -16207617.000000 Penalty: 13690.854492
	Iteration 46Q: 3 clusters Score -1.620762e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 64368 members 
Entering Unmasked Estep 
Score: -16207632.000000 Penalty: 13690.854492
	Iteration 47Q: 3 clusters Score -1.620763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -16207633.000000 Penalty: 13690.854492
	Iteration 48Q: 3 clusters Score -1.620763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -16207636.000000 Penalty: 13690.854492
	Iteration 49Q: 3 clusters Score -1.620764e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -16207628.000000 Penalty: 13690.854492
	Iteration 50Q: 3 clusters Score -1.620763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -16207657.000000 Penalty: 13690.854492
	Iteration 51Q: 3 clusters Score -1.620766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -16207655.000000 Penalty: 13690.854492
	Iteration 52Q: 3 clusters Score -1.620766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -16207654.000000 Penalty: 13690.854492
	Iteration 53Q: 3 clusters Score -1.620765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -16207656.000000 Penalty: 13690.854492
	Iteration 54Q: 3 clusters Score -1.620766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -16207649.000000 Penalty: 13690.854492
	Iteration 55Q: 3 clusters Score -1.620765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -16207646.000000 Penalty: 13690.854492
	Iteration 56Q: 3 clusters Score -1.620765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -16207676.000000 Penalty: 13690.854492
	Iteration 57Q: 3 clusters Score -1.620768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -16207673.000000 Penalty: 13690.854492
	Iteration 58Q: 3 clusters Score -1.620767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -16207663.000000 Penalty: 13690.854492
	Iteration 59Q: 3 clusters Score -1.620766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -16207654.000000 Penalty: 13690.854492
	Iteration 60F: 3 clusters Score -1.620765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -16207658.000000 Penalty: 13690.854492
	Iteration 61Q: 3 clusters Score -1.620766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -16207662.000000 Penalty: 13690.854492
	Iteration 62Q: 3 clusters Score -1.620766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -16207650.000000 Penalty: 13690.854492
	Iteration 63Q: 3 clusters Score -1.620765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -16207671.000000 Penalty: 13690.854492
	Iteration 64Q: 3 clusters Score -1.620767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -16207672.000000 Penalty: 13690.854492
	Iteration 65Q: 3 clusters Score -1.620767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -16207677.000000 Penalty: 13690.854492
	Iteration 66Q: 3 clusters Score -1.620768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -16207679.000000 Penalty: 13690.854492
	Iteration 67Q: 3 clusters Score -1.620768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -16207664.000000 Penalty: 13690.854492
	Iteration 68Q: 3 clusters Score -1.620766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -16207662.000000 Penalty: 13690.854492
	Iteration 69Q: 3 clusters Score -1.620766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -16207653.000000 Penalty: 13690.854492
	Iteration 70Q: 3 clusters Score -1.620765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -16207653.000000 Penalty: 13690.854492
	Iteration 71F: 3 clusters Score -1.620765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Entering Unmasked Estep 
Score: -3594840.250000 Penalty: 5928.751465
	Iteration 0F: 2 clusters Score -3594840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -3580807.750000 Penalty: 11857.502930
	Iteration 0F: 3 clusters Score -3580808 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3584360.250000 Penalty: 11857.502930
	Iteration 1F: 3 clusters Score -3584360 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3585053.250000 Penalty: 11857.502930
	Iteration 2F: 3 clusters Score -3585053 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3585646.250000 Penalty: 11857.502930
	Iteration 3F: 3 clusters Score -3585646 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3586195.500000 Penalty: 11857.502930
	Iteration 4Q: 3 clusters Score -3586196 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3586780.000000 Penalty: 11857.502930
	Iteration 5F: 3 clusters Score -3586780 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3587378.000000 Penalty: 11857.502930
	Iteration 6F: 3 clusters Score -3587378 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3587880.250000 Penalty: 11857.502930
	Iteration 7Q: 3 clusters Score -3587880 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3588335.750000 Penalty: 11857.502930
	Iteration 8Q: 3 clusters Score -3588336 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3588834.750000 Penalty: 11857.502930
	Iteration 9Q: 3 clusters Score -3588835 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3589257.750000 Penalty: 11857.502930
	Iteration 10Q: 3 clusters Score -3589258 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3589606.750000 Penalty: 11857.502930
	Iteration 11Q: 3 clusters Score -3589607 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3589840.750000 Penalty: 11857.502930
	Iteration 12Q: 3 clusters Score -3589841 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3590021.500000 Penalty: 11857.502930
	Iteration 13Q: 3 clusters Score -3590022 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3590159.250000 Penalty: 11857.502930
	Iteration 14Q: 3 clusters Score -3590159 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3590285.500000 Penalty: 11857.502930
	Iteration 15Q: 3 clusters Score -3590286 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3590385.250000 Penalty: 11857.502930
	Iteration 16Q: 3 clusters Score -3590385 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3590468.750000 Penalty: 11857.502930
	Iteration 17Q: 3 clusters Score -3590469 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3590537.000000 Penalty: 11857.502930
	Iteration 18Q: 3 clusters Score -3590537 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3590589.000000 Penalty: 11857.502930
	Iteration 19Q: 3 clusters Score -3590589 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3590635.000000 Penalty: 11857.502930
	Iteration 20F: 3 clusters Score -3590635 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3590679.000000 Penalty: 11857.502930
	Iteration 21Q: 3 clusters Score -3590679 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3590705.750000 Penalty: 11857.502930
	Iteration 22Q: 3 clusters Score -3590706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3590734.750000 Penalty: 11857.502930
	Iteration 23Q: 3 clusters Score -3590735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3590772.500000 Penalty: 11857.502930
	Iteration 24Q: 3 clusters Score -3590772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3590781.250000 Penalty: 11857.502930
	Iteration 25Q: 3 clusters Score -3590781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3590791.500000 Penalty: 11857.502930
	Iteration 26Q: 3 clusters Score -3590792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3590807.500000 Penalty: 11857.502930
	Iteration 27Q: 3 clusters Score -3590808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3590814.000000 Penalty: 11857.502930
	Iteration 28Q: 3 clusters Score -3590814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3590829.250000 Penalty: 11857.502930
	Iteration 29Q: 3 clusters Score -3590829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3590822.000000 Penalty: 11857.502930
	Iteration 30Q: 3 clusters Score -3590822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3590824.250000 Penalty: 11857.502930
	Iteration 31Q: 3 clusters Score -3590824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3590831.750000 Penalty: 11857.502930
	Iteration 32Q: 3 clusters Score -3590832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3590834.500000 Penalty: 11857.502930
	Iteration 33Q: 3 clusters Score -3590834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3590836.000000 Penalty: 11857.502930
	Iteration 34Q: 3 clusters Score -3590836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3590833.750000 Penalty: 11857.502930
	Iteration 35Q: 3 clusters Score -3590834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3590837.250000 Penalty: 11857.502930
	Iteration 36Q: 3 clusters Score -3590837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3590837.500000 Penalty: 11857.502930
	Iteration 37Q: 3 clusters Score -3590838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3590842.000000 Penalty: 11857.502930
	Iteration 38Q: 3 clusters Score -3590842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3590843.000000 Penalty: 11857.502930
	Iteration 39Q: 3 clusters Score -3590843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3590842.750000 Penalty: 11857.502930
	Iteration 40F: 3 clusters Score -3590843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3590845.500000 Penalty: 11857.502930
	Iteration 41Q: 3 clusters Score -3590846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3590845.000000 Penalty: 11857.502930
	Iteration 42Q: 3 clusters Score -3590845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3590850.500000 Penalty: 11857.502930
	Iteration 43Q: 3 clusters Score -3590850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3590848.500000 Penalty: 11857.502930
	Iteration 44Q: 3 clusters Score -3590848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3590843.500000 Penalty: 11857.502930
	Iteration 45Q: 3 clusters Score -3590844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3590847.500000 Penalty: 11857.502930
	Iteration 46Q: 3 clusters Score -3590848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3590846.250000 Penalty: 11857.502930
	Iteration 47Q: 3 clusters Score -3590846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3590849.000000 Penalty: 11857.502930
	Iteration 48Q: 3 clusters Score -3590849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3590847.250000 Penalty: 11857.502930
	Iteration 49Q: 3 clusters Score -3590847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3590850.000000 Penalty: 11857.502930
	Iteration 50Q: 3 clusters Score -3590850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3590852.250000 Penalty: 11857.502930
	Iteration 51Q: 3 clusters Score -3590852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3590853.250000 Penalty: 11857.502930
	Iteration 52Q: 3 clusters Score -3590853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3590857.750000 Penalty: 11857.502930
	Iteration 53Q: 3 clusters Score -3590858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3590854.500000 Penalty: 11857.502930
	Iteration 54Q: 3 clusters Score -3590854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3590863.250000 Penalty: 11857.502930
	Iteration 55Q: 3 clusters Score -3590863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3590860.750000 Penalty: 11857.502930
	Iteration 56Q: 3 clusters Score -3590861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3590859.250000 Penalty: 11857.502930
	Iteration 57Q: 3 clusters Score -3590859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3590864.750000 Penalty: 11857.502930
	Iteration 58Q: 3 clusters Score -3590865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3590865.250000 Penalty: 11857.502930
	Iteration 59Q: 3 clusters Score -3590865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3590868.500000 Penalty: 11857.502930
	Iteration 60F: 3 clusters Score -3590868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3590866.250000 Penalty: 11857.502930
	Iteration 61Q: 3 clusters Score -3590866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3590862.750000 Penalty: 11857.502930
	Iteration 62Q: 3 clusters Score -3590863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3590867.500000 Penalty: 11857.502930
	Iteration 63Q: 3 clusters Score -3590868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3590874.750000 Penalty: 11857.502930
	Iteration 64Q: 3 clusters Score -3590875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3590876.000000 Penalty: 11857.502930
	Iteration 65Q: 3 clusters Score -3590876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3590885.250000 Penalty: 11857.502930
	Iteration 66Q: 3 clusters Score -3590885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3590881.500000 Penalty: 11857.502930
	Iteration 67Q: 3 clusters Score -3590882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3590886.250000 Penalty: 11857.502930
	Iteration 68Q: 3 clusters Score -3590886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3590887.000000 Penalty: 11857.502930
	Iteration 69Q: 3 clusters Score -3590887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3590889.250000 Penalty: 11857.502930
	Iteration 70Q: 3 clusters Score -3590889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3590889.250000 Penalty: 11857.502930
	Iteration 71F: 3 clusters Score -3590889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76602 members 
Entering Unmasked Estep 
Score: -16864636.000000 Penalty: 6888.407227
	Iteration 0F: 2 clusters Score -1.686464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -16811900.000000 Penalty: 13776.814453
	Iteration 0F: 3 clusters Score -1.68119e+07 nChanged 34519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -16830812.000000 Penalty: 13776.814453
	Iteration 1F: 3 clusters Score -1.683081e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -16832144.000000 Penalty: 13776.814453
	Iteration 2Q: 3 clusters Score -1.683214e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -16833622.000000 Penalty: 13776.814453
	Iteration 3Q: 3 clusters Score -1.683362e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -16835646.000000 Penalty: 13776.814453
	Iteration 4Q: 3 clusters Score -1.683565e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -16838022.000000 Penalty: 13776.814453
	Iteration 5F: 3 clusters Score -1.683802e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -16840472.000000 Penalty: 13776.814453
	Iteration 6F: 3 clusters Score -1.684047e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -16843006.000000 Penalty: 13776.814453
	Iteration 7F: 3 clusters Score -1.684301e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -16845258.000000 Penalty: 13776.814453
	Iteration 8F: 3 clusters Score -1.684526e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -16847300.000000 Penalty: 13776.814453
	Iteration 9Q: 3 clusters Score -1.68473e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -16849398.000000 Penalty: 13776.814453
	Iteration 10Q: 3 clusters Score -1.68494e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -16851480.000000 Penalty: 13776.814453
	Iteration 11Q: 3 clusters Score -1.685148e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -16853396.000000 Penalty: 13776.814453
	Iteration 12Q: 3 clusters Score -1.68534e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -16855238.000000 Penalty: 13776.814453
	Iteration 13Q: 3 clusters Score -1.685524e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -16856808.000000 Penalty: 13776.814453
	Iteration 14Q: 3 clusters Score -1.685681e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -16858250.000000 Penalty: 13776.814453
	Iteration 15Q: 3 clusters Score -1.685825e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -16859218.000000 Penalty: 13776.814453
	Iteration 16Q: 3 clusters Score -1.685922e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -16859806.000000 Penalty: 13776.814453
	Iteration 17Q: 3 clusters Score -1.685981e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -16860396.000000 Penalty: 13776.814453
	Iteration 18Q: 3 clusters Score -1.68604e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -16860610.000000 Penalty: 13776.814453
	Iteration 19Q: 3 clusters Score -1.686061e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -16860850.000000 Penalty: 13776.814453
	Iteration 20F: 3 clusters Score -1.686085e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -16860996.000000 Penalty: 13776.814453
	Iteration 21Q: 3 clusters Score -1.6861e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -16861074.000000 Penalty: 13776.814453
	Iteration 22Q: 3 clusters Score -1.686107e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -16861204.000000 Penalty: 13776.814453
	Iteration 23Q: 3 clusters Score -1.68612e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -16861282.000000 Penalty: 13776.814453
	Iteration 24Q: 3 clusters Score -1.686128e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -16861316.000000 Penalty: 13776.814453
	Iteration 25Q: 3 clusters Score -1.686132e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -16861380.000000 Penalty: 13776.814453
	Iteration 26Q: 3 clusters Score -1.686138e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -16861422.000000 Penalty: 13776.814453
	Iteration 27Q: 3 clusters Score -1.686142e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -16861438.000000 Penalty: 13776.814453
	Iteration 28Q: 3 clusters Score -1.686144e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -16861516.000000 Penalty: 13776.814453
	Iteration 29Q: 3 clusters Score -1.686152e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -16861596.000000 Penalty: 13776.814453
	Iteration 30Q: 3 clusters Score -1.68616e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -16861688.000000 Penalty: 13776.814453
	Iteration 31Q: 3 clusters Score -1.686169e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -16861920.000000 Penalty: 13776.814453
	Iteration 32Q: 3 clusters Score -1.686192e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -16862220.000000 Penalty: 13776.814453
	Iteration 33Q: 3 clusters Score -1.686222e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71763 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -16862558.000000 Penalty: 13776.814453
	Iteration 34Q: 3 clusters Score -1.686256e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -16862772.000000 Penalty: 13776.814453
	Iteration 35Q: 3 clusters Score -1.686277e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -16862884.000000 Penalty: 13776.814453
	Iteration 36Q: 3 clusters Score -1.686288e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -16862946.000000 Penalty: 13776.814453
	Iteration 37Q: 3 clusters Score -1.686295e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -16862938.000000 Penalty: 13776.814453
	Iteration 38Q: 3 clusters Score -1.686294e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -16862926.000000 Penalty: 13776.814453
	Iteration 39Q: 3 clusters Score -1.686293e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -16862920.000000 Penalty: 13776.814453
	Iteration 40F: 3 clusters Score -1.686292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -16862946.000000 Penalty: 13776.814453
	Iteration 41Q: 3 clusters Score -1.686295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -16862944.000000 Penalty: 13776.814453
	Iteration 42Q: 3 clusters Score -1.686294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -16862946.000000 Penalty: 13776.814453
	Iteration 43Q: 3 clusters Score -1.686295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -16862950.000000 Penalty: 13776.814453
	Iteration 44Q: 3 clusters Score -1.686295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -16862944.000000 Penalty: 13776.814453
	Iteration 45Q: 3 clusters Score -1.686294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -16862942.000000 Penalty: 13776.814453
	Iteration 46Q: 3 clusters Score -1.686294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -16862942.000000 Penalty: 13776.814453
	Iteration 47Q: 3 clusters Score -1.686294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -16862942.000000 Penalty: 13776.814453
	Iteration 48Q: 3 clusters Score -1.686294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -16862950.000000 Penalty: 13776.814453
	Iteration 49Q: 3 clusters Score -1.686295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -16862966.000000 Penalty: 13776.814453
	Iteration 50Q: 3 clusters Score -1.686297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -16862950.000000 Penalty: 13776.814453
	Iteration 51Q: 3 clusters Score -1.686295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -16862958.000000 Penalty: 13776.814453
	Iteration 52Q: 3 clusters Score -1.686296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -16862950.000000 Penalty: 13776.814453
	Iteration 53Q: 3 clusters Score -1.686295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -16862944.000000 Penalty: 13776.814453
	Iteration 54Q: 3 clusters Score -1.686294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -16862944.000000 Penalty: 13776.814453
	Iteration 55F: 3 clusters Score -1.686294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Entering Unmasked Estep 
Score: -12843722.000000 Penalty: 6729.508789
	Iteration 0F: 2 clusters Score -1.284372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -12802385.000000 Penalty: 13459.017578
	Iteration 0F: 3 clusters Score -1.280238e+07 nChanged 26305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -12816506.000000 Penalty: 13459.017578
	Iteration 1F: 3 clusters Score -1.281651e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -12817928.000000 Penalty: 13459.017578
	Iteration 2F: 3 clusters Score -1.281793e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -12819460.000000 Penalty: 13459.017578
	Iteration 3F: 3 clusters Score -1.281946e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -12821255.000000 Penalty: 13459.017578
	Iteration 4F: 3 clusters Score -1.282126e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -12823255.000000 Penalty: 13459.017578
	Iteration 5F: 3 clusters Score -1.282326e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -12825589.000000 Penalty: 13459.017578
	Iteration 6F: 3 clusters Score -1.282559e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -12828063.000000 Penalty: 13459.017578
	Iteration 7F: 3 clusters Score -1.282806e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -12830611.000000 Penalty: 13459.017578
	Iteration 8F: 3 clusters Score -1.283061e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -12832780.000000 Penalty: 13459.017578
	Iteration 9F: 3 clusters Score -1.283278e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -12834453.000000 Penalty: 13459.017578
	Iteration 10Q: 3 clusters Score -1.283445e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -12835788.000000 Penalty: 13459.017578
	Iteration 11Q: 3 clusters Score -1.283579e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -12836603.000000 Penalty: 13459.017578
	Iteration 12Q: 3 clusters Score -1.28366e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -12837186.000000 Penalty: 13459.017578
	Iteration 13Q: 3 clusters Score -1.283719e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -12837568.000000 Penalty: 13459.017578
	Iteration 14Q: 3 clusters Score -1.283757e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -12837904.000000 Penalty: 13459.017578
	Iteration 15Q: 3 clusters Score -1.28379e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -12838099.000000 Penalty: 13459.017578
	Iteration 16Q: 3 clusters Score -1.28381e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -12838313.000000 Penalty: 13459.017578
	Iteration 17Q: 3 clusters Score -1.283831e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -12838442.000000 Penalty: 13459.017578
	Iteration 18Q: 3 clusters Score -1.283844e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -12838598.000000 Penalty: 13459.017578
	Iteration 19Q: 3 clusters Score -1.28386e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -12838766.000000 Penalty: 13459.017578
	Iteration 20F: 3 clusters Score -1.283877e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -12838810.000000 Penalty: 13459.017578
	Iteration 21Q: 3 clusters Score -1.283881e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -12838919.000000 Penalty: 13459.017578
	Iteration 22Q: 3 clusters Score -1.283892e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -12839043.000000 Penalty: 13459.017578
	Iteration 23Q: 3 clusters Score -1.283904e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -12839180.000000 Penalty: 13459.017578
	Iteration 24Q: 3 clusters Score -1.283918e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -12839277.000000 Penalty: 13459.017578
	Iteration 25Q: 3 clusters Score -1.283928e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -12839382.000000 Penalty: 13459.017578
	Iteration 26Q: 3 clusters Score -1.283938e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -12839468.000000 Penalty: 13459.017578
	Iteration 27Q: 3 clusters Score -1.283947e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -12839580.000000 Penalty: 13459.017578
	Iteration 28Q: 3 clusters Score -1.283958e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -12839652.000000 Penalty: 13459.017578
	Iteration 29Q: 3 clusters Score -1.283965e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -12839742.000000 Penalty: 13459.017578
	Iteration 30Q: 3 clusters Score -1.283974e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -12839824.000000 Penalty: 13459.017578
	Iteration 31Q: 3 clusters Score -1.283982e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -12839909.000000 Penalty: 13459.017578
	Iteration 32Q: 3 clusters Score -1.283991e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -12840014.000000 Penalty: 13459.017578
	Iteration 33Q: 3 clusters Score -1.284001e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -12840092.000000 Penalty: 13459.017578
	Iteration 34Q: 3 clusters Score -1.284009e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -12840156.000000 Penalty: 13459.017578
	Iteration 35Q: 3 clusters Score -1.284016e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -12840186.000000 Penalty: 13459.017578
	Iteration 36Q: 3 clusters Score -1.284019e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -12840215.000000 Penalty: 13459.017578
	Iteration 37Q: 3 clusters Score -1.284022e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -12840280.000000 Penalty: 13459.017578
	Iteration 38Q: 3 clusters Score -1.284028e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -12840312.000000 Penalty: 13459.017578
	Iteration 39Q: 3 clusters Score -1.284031e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -12840331.000000 Penalty: 13459.017578
	Iteration 40F: 3 clusters Score -1.284033e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -12840369.000000 Penalty: 13459.017578
	Iteration 41Q: 3 clusters Score -1.284037e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -12840395.000000 Penalty: 13459.017578
	Iteration 42Q: 3 clusters Score -1.28404e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -12840435.000000 Penalty: 13459.017578
	Iteration 43Q: 3 clusters Score -1.284044e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -12840464.000000 Penalty: 13459.017578
	Iteration 44Q: 3 clusters Score -1.284046e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -12840536.000000 Penalty: 13459.017578
	Iteration 45Q: 3 clusters Score -1.284054e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -12840545.000000 Penalty: 13459.017578
	Iteration 46Q: 3 clusters Score -1.284054e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -12840518.000000 Penalty: 13459.017578
	Iteration 47Q: 3 clusters Score -1.284052e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -12840569.000000 Penalty: 13459.017578
	Iteration 48Q: 3 clusters Score -1.284057e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -12840606.000000 Penalty: 13459.017578
	Iteration 49Q: 3 clusters Score -1.284061e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -12840607.000000 Penalty: 13459.017578
	Iteration 50Q: 3 clusters Score -1.284061e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -12840679.000000 Penalty: 13459.017578
	Iteration 51Q: 3 clusters Score -1.284068e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -12840769.000000 Penalty: 13459.017578
	Iteration 52Q: 3 clusters Score -1.284077e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -12840787.000000 Penalty: 13459.017578
	Iteration 53Q: 3 clusters Score -1.284079e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -12840840.000000 Penalty: 13459.017578
	Iteration 54Q: 3 clusters Score -1.284084e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -12840844.000000 Penalty: 13459.017578
	Iteration 55Q: 3 clusters Score -1.284084e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -12840918.000000 Penalty: 13459.017578
	Iteration 56Q: 3 clusters Score -1.284092e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -12841033.000000 Penalty: 13459.017578
	Iteration 57Q: 3 clusters Score -1.284103e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -12841098.000000 Penalty: 13459.017578
	Iteration 58Q: 3 clusters Score -1.28411e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -12841136.000000 Penalty: 13459.017578
	Iteration 59Q: 3 clusters Score -1.284114e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -12841190.000000 Penalty: 13459.017578
	Iteration 60F: 3 clusters Score -1.284119e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -12841182.000000 Penalty: 13459.017578
	Iteration 61Q: 3 clusters Score -1.284118e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -12841252.000000 Penalty: 13459.017578
	Iteration 62Q: 3 clusters Score -1.284125e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -12841290.000000 Penalty: 13459.017578
	Iteration 63Q: 3 clusters Score -1.284129e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -12841334.000000 Penalty: 13459.017578
	Iteration 64Q: 3 clusters Score -1.284133e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -12841350.000000 Penalty: 13459.017578
	Iteration 65Q: 3 clusters Score -1.284135e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -12841373.000000 Penalty: 13459.017578
	Iteration 66Q: 3 clusters Score -1.284137e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -12841395.000000 Penalty: 13459.017578
	Iteration 67Q: 3 clusters Score -1.28414e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -12841450.000000 Penalty: 13459.017578
	Iteration 68Q: 3 clusters Score -1.284145e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -12841491.000000 Penalty: 13459.017578
	Iteration 69Q: 3 clusters Score -1.284149e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -12841544.000000 Penalty: 13459.017578
	Iteration 70Q: 3 clusters Score -1.284154e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -12841567.000000 Penalty: 13459.017578
	Iteration 71Q: 3 clusters Score -1.284157e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -12841560.000000 Penalty: 13459.017578
	Iteration 72Q: 3 clusters Score -1.284156e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -12841563.000000 Penalty: 13459.017578
	Iteration 73Q: 3 clusters Score -1.284156e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -12841557.000000 Penalty: 13459.017578
	Iteration 74Q: 3 clusters Score -1.284156e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -12841570.000000 Penalty: 13459.017578
	Iteration 75Q: 3 clusters Score -1.284157e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -12841572.000000 Penalty: 13459.017578
	Iteration 76Q: 3 clusters Score -1.284157e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -12841592.000000 Penalty: 13459.017578
	Iteration 77Q: 3 clusters Score -1.284159e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -12841605.000000 Penalty: 13459.017578
	Iteration 78Q: 3 clusters Score -1.28416e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -12841558.000000 Penalty: 13459.017578
	Iteration 79Q: 3 clusters Score -1.284156e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -12841568.000000 Penalty: 13459.017578
	Iteration 80F: 3 clusters Score -1.284157e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -12841579.000000 Penalty: 13459.017578
	Iteration 81Q: 3 clusters Score -1.284158e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -12841588.000000 Penalty: 13459.017578
	Iteration 82Q: 3 clusters Score -1.284159e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -12841559.000000 Penalty: 13459.017578
	Iteration 83Q: 3 clusters Score -1.284156e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -12841580.000000 Penalty: 13459.017578
	Iteration 84Q: 3 clusters Score -1.284158e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -12841587.000000 Penalty: 13459.017578
	Iteration 85Q: 3 clusters Score -1.284159e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -12841630.000000 Penalty: 13459.017578
	Iteration 86Q: 3 clusters Score -1.284163e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -12841663.000000 Penalty: 13459.017578
	Iteration 87Q: 3 clusters Score -1.284166e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -12841674.000000 Penalty: 13459.017578
	Iteration 88Q: 3 clusters Score -1.284167e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -12841693.000000 Penalty: 13459.017578
	Iteration 89Q: 3 clusters Score -1.284169e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -12841677.000000 Penalty: 13459.017578
	Iteration 90Q: 3 clusters Score -1.284168e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -12841699.000000 Penalty: 13459.017578
	Iteration 91Q: 3 clusters Score -1.28417e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -12841704.000000 Penalty: 13459.017578
	Iteration 92Q: 3 clusters Score -1.28417e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -12841711.000000 Penalty: 13459.017578
	Iteration 93Q: 3 clusters Score -1.284171e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -12841720.000000 Penalty: 13459.017578
	Iteration 94Q: 3 clusters Score -1.284172e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -12841723.000000 Penalty: 13459.017578
	Iteration 95Q: 3 clusters Score -1.284172e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -12841703.000000 Penalty: 13459.017578
	Iteration 96Q: 3 clusters Score -1.28417e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -12841695.000000 Penalty: 13459.017578
	Iteration 97Q: 3 clusters Score -1.28417e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -12841704.000000 Penalty: 13459.017578
	Iteration 98Q: 3 clusters Score -1.28417e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -12841743.000000 Penalty: 13459.017578
	Iteration 99Q: 3 clusters Score -1.284174e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -12841737.000000 Penalty: 13459.017578
	Iteration 100F: 3 clusters Score -1.284174e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -12841761.000000 Penalty: 13459.017578
	Iteration 101Q: 3 clusters Score -1.284176e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -12841763.000000 Penalty: 13459.017578
	Iteration 102Q: 3 clusters Score -1.284176e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -12841794.000000 Penalty: 13459.017578
	Iteration 103Q: 3 clusters Score -1.284179e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -12841815.000000 Penalty: 13459.017578
	Iteration 104Q: 3 clusters Score -1.284182e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -12841802.000000 Penalty: 13459.017578
	Iteration 105Q: 3 clusters Score -1.28418e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -12841826.000000 Penalty: 13459.017578
	Iteration 106Q: 3 clusters Score -1.284183e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -12841839.000000 Penalty: 13459.017578
	Iteration 107Q: 3 clusters Score -1.284184e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -12841842.000000 Penalty: 13459.017578
	Iteration 108Q: 3 clusters Score -1.284184e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -12841829.000000 Penalty: 13459.017578
	Iteration 109Q: 3 clusters Score -1.284183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -12841833.000000 Penalty: 13459.017578
	Iteration 110Q: 3 clusters Score -1.284183e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -12841857.000000 Penalty: 13459.017578
	Iteration 111Q: 3 clusters Score -1.284186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -12841844.000000 Penalty: 13459.017578
	Iteration 112Q: 3 clusters Score -1.284184e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -12841831.000000 Penalty: 13459.017578
	Iteration 113Q: 3 clusters Score -1.284183e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -12841846.000000 Penalty: 13459.017578
	Iteration 114Q: 3 clusters Score -1.284185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -12841841.000000 Penalty: 13459.017578
	Iteration 115Q: 3 clusters Score -1.284184e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -12841851.000000 Penalty: 13459.017578
	Iteration 116Q: 3 clusters Score -1.284185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -12841853.000000 Penalty: 13459.017578
	Iteration 117Q: 3 clusters Score -1.284185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -12841848.000000 Penalty: 13459.017578
	Iteration 118Q: 3 clusters Score -1.284185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -12841854.000000 Penalty: 13459.017578
	Iteration 119Q: 3 clusters Score -1.284185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -12841869.000000 Penalty: 13459.017578
	Iteration 120F: 3 clusters Score -1.284187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -12841869.000000 Penalty: 13459.017578
	Iteration 121Q: 3 clusters Score -1.284187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -12841850.000000 Penalty: 13459.017578
	Iteration 122Q: 3 clusters Score -1.284185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -12841841.000000 Penalty: 13459.017578
	Iteration 123Q: 3 clusters Score -1.284184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -12841849.000000 Penalty: 13459.017578
	Iteration 124Q: 3 clusters Score -1.284185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -12841853.000000 Penalty: 13459.017578
	Iteration 125Q: 3 clusters Score -1.284185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -12841848.000000 Penalty: 13459.017578
	Iteration 126Q: 3 clusters Score -1.284185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -12841842.000000 Penalty: 13459.017578
	Iteration 127Q: 3 clusters Score -1.284184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -12841853.000000 Penalty: 13459.017578
	Iteration 128Q: 3 clusters Score -1.284185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -12841850.000000 Penalty: 13459.017578
	Iteration 129Q: 3 clusters Score -1.284185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -12841859.000000 Penalty: 13459.017578
	Iteration 130Q: 3 clusters Score -1.284186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -12841865.000000 Penalty: 13459.017578
	Iteration 131Q: 3 clusters Score -1.284186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -12841852.000000 Penalty: 13459.017578
	Iteration 132Q: 3 clusters Score -1.284185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -12841857.000000 Penalty: 13459.017578
	Iteration 133Q: 3 clusters Score -1.284186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -12841852.000000 Penalty: 13459.017578
	Iteration 134Q: 3 clusters Score -1.284185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -12841853.000000 Penalty: 13459.017578
	Iteration 135Q: 3 clusters Score -1.284185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -12841863.000000 Penalty: 13459.017578
	Iteration 136Q: 3 clusters Score -1.284186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -12841859.000000 Penalty: 13459.017578
	Iteration 137Q: 3 clusters Score -1.284186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -12841855.000000 Penalty: 13459.017578
	Iteration 138Q: 3 clusters Score -1.284186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -12841847.000000 Penalty: 13459.017578
	Iteration 139Q: 3 clusters Score -1.284185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -12841854.000000 Penalty: 13459.017578
	Iteration 140F: 3 clusters Score -1.284185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -12841865.000000 Penalty: 13459.017578
	Iteration 141Q: 3 clusters Score -1.284186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -12841856.000000 Penalty: 13459.017578
	Iteration 142Q: 3 clusters Score -1.284186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -12841856.000000 Penalty: 13459.017578
	Iteration 143F: 3 clusters Score -1.284186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Entering Unmasked Estep 
Score: -4627628.500000 Penalty: 6089.319824
	Iteration 0F: 2 clusters Score -4627628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -4610630.000000 Penalty: 12178.639648
	Iteration 0F: 3 clusters Score -4610630 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -4615509.000000 Penalty: 12178.639648
	Iteration 1F: 3 clusters Score -4615509 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -4616532.000000 Penalty: 12178.639648
	Iteration 2F: 3 clusters Score -4616532 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -4617505.000000 Penalty: 12178.639648
	Iteration 3F: 3 clusters Score -4617505 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -4618391.500000 Penalty: 12178.639648
	Iteration 4F: 3 clusters Score -4618392 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4619250.500000 Penalty: 12178.639648
	Iteration 5F: 3 clusters Score -4619250 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -4620078.500000 Penalty: 12178.639648
	Iteration 6F: 3 clusters Score -4620078 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4620932.500000 Penalty: 12178.639648
	Iteration 7F: 3 clusters Score -4620932 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -4621800.000000 Penalty: 12178.639648
	Iteration 8Q: 3 clusters Score -4621800 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4622764.500000 Penalty: 12178.639648
	Iteration 9Q: 3 clusters Score -4622764 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -4623571.000000 Penalty: 12178.639648
	Iteration 10Q: 3 clusters Score -4623571 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -4624103.500000 Penalty: 12178.639648
	Iteration 11Q: 3 clusters Score -4624104 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -4624459.500000 Penalty: 12178.639648
	Iteration 12Q: 3 clusters Score -4624460 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -4624661.000000 Penalty: 12178.639648
	Iteration 13Q: 3 clusters Score -4624661 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4624818.000000 Penalty: 12178.639648
	Iteration 14Q: 3 clusters Score -4624818 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -4624920.000000 Penalty: 12178.639648
	Iteration 15Q: 3 clusters Score -4624920 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -4624991.000000 Penalty: 12178.639648
	Iteration 16Q: 3 clusters Score -4624991 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -4625060.500000 Penalty: 12178.639648
	Iteration 17Q: 3 clusters Score -4625060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4625080.000000 Penalty: 12178.639648
	Iteration 18Q: 3 clusters Score -4625080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4625129.000000 Penalty: 12178.639648
	Iteration 19Q: 3 clusters Score -4625129 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4625141.500000 Penalty: 12178.639648
	Iteration 20F: 3 clusters Score -4625142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4625163.500000 Penalty: 12178.639648
	Iteration 21Q: 3 clusters Score -4625164 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4625189.000000 Penalty: 12178.639648
	Iteration 22Q: 3 clusters Score -4625189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4625205.500000 Penalty: 12178.639648
	Iteration 23Q: 3 clusters Score -4625206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -4625216.000000 Penalty: 12178.639648
	Iteration 24Q: 3 clusters Score -4625216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -4625239.500000 Penalty: 12178.639648
	Iteration 25Q: 3 clusters Score -4625240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -4625256.500000 Penalty: 12178.639648
	Iteration 26Q: 3 clusters Score -4625256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -4625273.500000 Penalty: 12178.639648
	Iteration 27Q: 3 clusters Score -4625274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -4625281.500000 Penalty: 12178.639648
	Iteration 28Q: 3 clusters Score -4625282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -4625295.500000 Penalty: 12178.639648
	Iteration 29Q: 3 clusters Score -4625296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -4625303.500000 Penalty: 12178.639648
	Iteration 30Q: 3 clusters Score -4625304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -4625311.500000 Penalty: 12178.639648
	Iteration 31Q: 3 clusters Score -4625312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4625324.000000 Penalty: 12178.639648
	Iteration 32Q: 3 clusters Score -4625324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -4625340.500000 Penalty: 12178.639648
	Iteration 33Q: 3 clusters Score -4625340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -4625350.000000 Penalty: 12178.639648
	Iteration 34Q: 3 clusters Score -4625350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4625349.000000 Penalty: 12178.639648
	Iteration 35Q: 3 clusters Score -4625349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -4625372.000000 Penalty: 12178.639648
	Iteration 36Q: 3 clusters Score -4625372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4625368.500000 Penalty: 12178.639648
	Iteration 37Q: 3 clusters Score -4625368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -4625383.000000 Penalty: 12178.639648
	Iteration 38Q: 3 clusters Score -4625383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -4625388.000000 Penalty: 12178.639648
	Iteration 39Q: 3 clusters Score -4625388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4625392.000000 Penalty: 12178.639648
	Iteration 40F: 3 clusters Score -4625392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -4625389.500000 Penalty: 12178.639648
	Iteration 41Q: 3 clusters Score -4625390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4625394.000000 Penalty: 12178.639648
	Iteration 42Q: 3 clusters Score -4625394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4625406.500000 Penalty: 12178.639648
	Iteration 43Q: 3 clusters Score -4625406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -4625414.500000 Penalty: 12178.639648
	Iteration 44Q: 3 clusters Score -4625414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -4625430.500000 Penalty: 12178.639648
	Iteration 45Q: 3 clusters Score -4625430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4625438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -4625443.000000 Penalty: 12178.639648
	Iteration 47Q: 3 clusters Score -4625443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4625443.500000 Penalty: 12178.639648
	Iteration 48Q: 3 clusters Score -4625444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -4625442.000000 Penalty: 12178.639648
	Iteration 49Q: 3 clusters Score -4625442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -4625440.000000 Penalty: 12178.639648
	Iteration 50Q: 3 clusters Score -4625440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -4625442.000000 Penalty: 12178.639648
	Iteration 51Q: 3 clusters Score -4625442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -4625450.500000 Penalty: 12178.639648
	Iteration 52Q: 3 clusters Score -4625450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4625447.000000 Penalty: 12178.639648
	Iteration 53Q: 3 clusters Score -4625447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -4625454.500000 Penalty: 12178.639648
	Iteration 54Q: 3 clusters Score -4625454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4625457.000000 Penalty: 12178.639648
	Iteration 55Q: 3 clusters Score -4625457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4625456.500000 Penalty: 12178.639648
	Iteration 56Q: 3 clusters Score -4625456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4625457.000000 Penalty: 12178.639648
	Iteration 57Q: 3 clusters Score -4625457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -4625456.500000 Penalty: 12178.639648
	Iteration 58Q: 3 clusters Score -4625456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -4625460.500000 Penalty: 12178.639648
	Iteration 59Q: 3 clusters Score -4625460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -4625460.000000 Penalty: 12178.639648
	Iteration 60F: 3 clusters Score -4625460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -4625460.000000 Penalty: 12178.639648
	Iteration 61Q: 3 clusters Score -4625460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -4625465.000000 Penalty: 12178.639648
	Iteration 62Q: 3 clusters Score -4625465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4625465.500000 Penalty: 12178.639648
	Iteration 63Q: 3 clusters Score -4625466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4625469.000000 Penalty: 12178.639648
	Iteration 64Q: 3 clusters Score -4625469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -4625463.000000 Penalty: 12178.639648
	Iteration 65Q: 3 clusters Score -4625463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4625469.000000 Penalty: 12178.639648
	Iteration 66Q: 3 clusters Score -4625469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4625467.000000 Penalty: 12178.639648
	Iteration 67Q: 3 clusters Score -4625467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4625484.000000 Penalty: 12178.639648
	Iteration 68Q: 3 clusters Score -4625484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -4625483.500000 Penalty: 12178.639648
	Iteration 69Q: 3 clusters Score -4625484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -4625485.500000 Penalty: 12178.639648
	Iteration 70Q: 3 clusters Score -4625486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4625487.500000 Penalty: 12178.639648
	Iteration 71Q: 3 clusters Score -4625488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -4625490.000000 Penalty: 12178.639648
	Iteration 72Q: 3 clusters Score -4625490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -4625494.000000 Penalty: 12178.639648
	Iteration 73Q: 3 clusters Score -4625494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -4625497.000000 Penalty: 12178.639648
	Iteration 74Q: 3 clusters Score -4625497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -4625509.500000 Penalty: 12178.639648
	Iteration 75Q: 3 clusters Score -4625510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -4625504.000000 Penalty: 12178.639648
	Iteration 76Q: 3 clusters Score -4625504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4625521.500000 Penalty: 12178.639648
	Iteration 77Q: 3 clusters Score -4625522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -4625532.500000 Penalty: 12178.639648
	Iteration 78Q: 3 clusters Score -4625532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -4625535.000000 Penalty: 12178.639648
	Iteration 79Q: 3 clusters Score -4625535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -4625539.000000 Penalty: 12178.639648
	Iteration 80F: 3 clusters Score -4625539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -4625542.000000 Penalty: 12178.639648
	Iteration 81Q: 3 clusters Score -4625542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -4625547.000000 Penalty: 12178.639648
	Iteration 82Q: 3 clusters Score -4625547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4625572.500000 Penalty: 12178.639648
	Iteration 83Q: 3 clusters Score -4625572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4625560.000000 Penalty: 12178.639648
	Iteration 84Q: 3 clusters Score -4625560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4625565.500000 Penalty: 12178.639648
	Iteration 85Q: 3 clusters Score -4625566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -4625571.500000 Penalty: 12178.639648
	Iteration 86Q: 3 clusters Score -4625572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -4625580.500000 Penalty: 12178.639648
	Iteration 87Q: 3 clusters Score -4625580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4625589.500000 Penalty: 12178.639648
	Iteration 88Q: 3 clusters Score -4625590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4625600.500000 Penalty: 12178.639648
	Iteration 89Q: 3 clusters Score -4625600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -4625603.500000 Penalty: 12178.639648
	Iteration 90Q: 3 clusters Score -4625604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -4625605.500000 Penalty: 12178.639648
	Iteration 91Q: 3 clusters Score -4625606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4625599.000000 Penalty: 12178.639648
	Iteration 92Q: 3 clusters Score -4625599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -4625588.500000 Penalty: 12178.639648
	Iteration 93Q: 3 clusters Score -4625588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -4625604.500000 Penalty: 12178.639648
	Iteration 94Q: 3 clusters Score -4625604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4625604.500000 Penalty: 12178.639648
	Iteration 95Q: 3 clusters Score -4625604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4625611.000000 Penalty: 12178.639648
	Iteration 96Q: 3 clusters Score -4625611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
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Entering Unmasked Estep 
Score: -4625616.500000 Penalty: 12178.639648
	Iteration 97Q: 3 clusters Score -4625616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4625616.500000 Penalty: 12178.639648
	Iteration 98Q: 3 clusters Score -4625616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4625627.000000 Penalty: 12178.639648
	Iteration 99Q: 3 clusters Score -4625627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -4625629.500000 Penalty: 12178.639648
	Iteration 100F: 3 clusters Score -4625630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -4625629.500000 Penalty: 12178.639648
	Iteration 101Q: 3 clusters Score -4625630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4625625.500000 Penalty: 12178.639648
	Iteration 102Q: 3 clusters Score -4625626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -4625635.000000 Penalty: 12178.639648
	Iteration 103Q: 3 clusters Score -4625635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -4625638.000000 Penalty: 12178.639648
	Iteration 104Q: 3 clusters Score -4625638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -4625639.000000 Penalty: 12178.639648
	Iteration 105Q: 3 clusters Score -4625639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4625637.500000 Penalty: 12178.639648
	Iteration 106Q: 3 clusters Score -4625638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -4625639.500000 Penalty: 12178.639648
	Iteration 107Q: 3 clusters Score -4625640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4625636.000000 Penalty: 12178.639648
	Iteration 108Q: 3 clusters Score -4625636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -4625640.000000 Penalty: 12178.639648
	Iteration 109Q: 3 clusters Score -4625640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4625640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -4625637.500000 Penalty: 12178.639648
	Iteration 111Q: 3 clusters Score -4625638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -4625644.500000 Penalty: 12178.639648
	Iteration 112Q: 3 clusters Score -4625644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4625646.000000 Penalty: 12178.639648
	Iteration 113Q: 3 clusters Score -4625646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4625654.000000 Penalty: 12178.639648
	Iteration 114Q: 3 clusters Score -4625654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4625656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -4625661.000000 Penalty: 12178.639648
	Iteration 116Q: 3 clusters Score -4625661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4625671.000000 Penalty: 12178.639648
	Iteration 117Q: 3 clusters Score -4625671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4625672.000000 Penalty: 12178.639648
	Iteration 118Q: 3 clusters Score -4625672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4625665.000000 Penalty: 12178.639648
	Iteration 119Q: 3 clusters Score -4625665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4625669.500000 Penalty: 12178.639648
	Iteration 120F: 3 clusters Score -4625670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -4625669.000000 Penalty: 12178.639648
	Iteration 121Q: 3 clusters Score -4625669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4625671.500000 Penalty: 12178.639648
	Iteration 122Q: 3 clusters Score -4625672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4625663.000000 Penalty: 12178.639648
	Iteration 123Q: 3 clusters Score -4625663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4625668.500000 Penalty: 12178.639648
	Iteration 124Q: 3 clusters Score -4625668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4625665.000000 Penalty: 12178.639648
	Iteration 125Q: 3 clusters Score -4625665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4625669.500000 Penalty: 12178.639648
	Iteration 126Q: 3 clusters Score -4625670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4625661.500000 Penalty: 12178.639648
	Iteration 127Q: 3 clusters Score -4625662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -4625665.500000 Penalty: 12178.639648
	Iteration 128Q: 3 clusters Score -4625666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -4625669.000000 Penalty: 12178.639648
	Iteration 129Q: 3 clusters Score -4625669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -4625674.500000 Penalty: 12178.639648
	Iteration 130Q: 3 clusters Score -4625674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4625672.000000 Penalty: 12178.639648
	Iteration 131Q: 3 clusters Score -4625672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4625672.000000 Penalty: 12178.639648
	Iteration 132F: 3 clusters Score -4625672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Entering Unmasked Estep 
Score: -9649656.000000 Penalty: 6520.789551
	Iteration 0F: 2 clusters Score -9649656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -9619044.000000 Penalty: 13041.579102
	Iteration 0F: 3 clusters Score -9619044 nChanged 18159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -9628585.000000 Penalty: 13041.579102
	Iteration 1F: 3 clusters Score -9628585 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -9629465.000000 Penalty: 13041.579102
	Iteration 2F: 3 clusters Score -9629465 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -9630037.000000 Penalty: 13041.579102
	Iteration 3Q: 3 clusters Score -9630037 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -9630560.000000 Penalty: 13041.579102
	Iteration 4Q: 3 clusters Score -9630560 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -9631027.000000 Penalty: 13041.579102
	Iteration 5Q: 3 clusters Score -9631027 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -9631456.000000 Penalty: 13041.579102
	Iteration 6Q: 3 clusters Score -9631456 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -9631831.000000 Penalty: 13041.579102
	Iteration 7Q: 3 clusters Score -9631831 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -9632222.000000 Penalty: 13041.579102
	Iteration 8Q: 3 clusters Score -9632222 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -9632557.000000 Penalty: 13041.579102
	Iteration 9Q: 3 clusters Score -9632557 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -9632967.000000 Penalty: 13041.579102
	Iteration 10Q: 3 clusters Score -9632967 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -9633397.000000 Penalty: 13041.579102
	Iteration 11Q: 3 clusters Score -9633397 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -9633780.000000 Penalty: 13041.579102
	Iteration 12Q: 3 clusters Score -9633780 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -9634151.000000 Penalty: 13041.579102
	Iteration 13Q: 3 clusters Score -9634151 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -9634529.000000 Penalty: 13041.579102
	Iteration 14Q: 3 clusters Score -9634529 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -9634903.000000 Penalty: 13041.579102
	Iteration 15Q: 3 clusters Score -9634903 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -9635281.000000 Penalty: 13041.579102
	Iteration 16Q: 3 clusters Score -9635281 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -9635599.000000 Penalty: 13041.579102
	Iteration 17Q: 3 clusters Score -9635599 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -9635922.000000 Penalty: 13041.579102
	Iteration 18Q: 3 clusters Score -9635922 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -9636244.000000 Penalty: 13041.579102
	Iteration 19Q: 3 clusters Score -9636244 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -9636675.000000 Penalty: 13041.579102
	Iteration 20F: 3 clusters Score -9636675 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -9637034.000000 Penalty: 13041.579102
	Iteration 21Q: 3 clusters Score -9637034 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -9637562.000000 Penalty: 13041.579102
	Iteration 22Q: 3 clusters Score -9637562 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -9638051.000000 Penalty: 13041.579102
	Iteration 23Q: 3 clusters Score -9638051 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -9638633.000000 Penalty: 13041.579102
	Iteration 24Q: 3 clusters Score -9638633 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -9639269.000000 Penalty: 13041.579102
	Iteration 25Q: 3 clusters Score -9639269 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -9640002.000000 Penalty: 13041.579102
	Iteration 26Q: 3 clusters Score -9640002 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -9640663.000000 Penalty: 13041.579102
	Iteration 27Q: 3 clusters Score -9640663 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -9641318.000000 Penalty: 13041.579102
	Iteration 28Q: 3 clusters Score -9641318 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -9641918.000000 Penalty: 13041.579102
	Iteration 29Q: 3 clusters Score -9641918 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -9642337.000000 Penalty: 13041.579102
	Iteration 30Q: 3 clusters Score -9642337 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -9642671.000000 Penalty: 13041.579102
	Iteration 31Q: 3 clusters Score -9642671 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -9642962.000000 Penalty: 13041.579102
	Iteration 32Q: 3 clusters Score -9642962 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -9643160.000000 Penalty: 13041.579102
	Iteration 33Q: 3 clusters Score -9643160 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -9643292.000000 Penalty: 13041.579102
	Iteration 34Q: 3 clusters Score -9643292 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -9643428.000000 Penalty: 13041.579102
	Iteration 35Q: 3 clusters Score -9643428 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -9643548.000000 Penalty: 13041.579102
	Iteration 36Q: 3 clusters Score -9643548 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -9643638.000000 Penalty: 13041.579102
	Iteration 37Q: 3 clusters Score -9643638 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9643719.000000 Penalty: 13041.579102
	Iteration 38Q: 3 clusters Score -9643719 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9643770.000000 Penalty: 13041.579102
	Iteration 39Q: 3 clusters Score -9643770 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -9643817.000000 Penalty: 13041.579102
	Iteration 40F: 3 clusters Score -9643817 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -9643837.000000 Penalty: 13041.579102
	Iteration 41Q: 3 clusters Score -9643837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9643886.000000 Penalty: 13041.579102
	Iteration 42Q: 3 clusters Score -9643886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9643914.000000 Penalty: 13041.579102
	Iteration 43Q: 3 clusters Score -9643914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9643963.000000 Penalty: 13041.579102
	Iteration 44Q: 3 clusters Score -9643963 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -9643977.000000 Penalty: 13041.579102
	Iteration 45Q: 3 clusters Score -9643977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9643995.000000 Penalty: 13041.579102
	Iteration 46Q: 3 clusters Score -9643995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9644013.000000 Penalty: 13041.579102
	Iteration 47Q: 3 clusters Score -9644013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9644030.000000 Penalty: 13041.579102
	Iteration 48Q: 3 clusters Score -9644030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9644041.000000 Penalty: 13041.579102
	Iteration 49Q: 3 clusters Score -9644041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9644071.000000 Penalty: 13041.579102
	Iteration 50Q: 3 clusters Score -9644071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9644111.000000 Penalty: 13041.579102
	Iteration 51Q: 3 clusters Score -9644111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9644110.000000 Penalty: 13041.579102
	Iteration 52Q: 3 clusters Score -9644110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9644113.000000 Penalty: 13041.579102
	Iteration 53Q: 3 clusters Score -9644113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9644120.000000 Penalty: 13041.579102
	Iteration 54Q: 3 clusters Score -9644120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9644138.000000 Penalty: 13041.579102
	Iteration 55Q: 3 clusters Score -9644138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -9644140.000000 Penalty: 13041.579102
	Iteration 56Q: 3 clusters Score -9644140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9644145.000000 Penalty: 13041.579102
	Iteration 57Q: 3 clusters Score -9644145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9644150.000000 Penalty: 13041.579102
	Iteration 58Q: 3 clusters Score -9644150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9644150.000000 Penalty: 13041.579102
	Iteration 59Q: 3 clusters Score -9644150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -9644153.000000 Penalty: 13041.579102
	Iteration 60F: 3 clusters Score -9644153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9644160.000000 Penalty: 13041.579102
	Iteration 61Q: 3 clusters Score -9644160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -9644158.000000 Penalty: 13041.579102
	Iteration 62Q: 3 clusters Score -9644158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9644150.000000 Penalty: 13041.579102
	Iteration 63Q: 3 clusters Score -9644150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9644161.000000 Penalty: 13041.579102
	Iteration 64Q: 3 clusters Score -9644161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9644167.000000 Penalty: 13041.579102
	Iteration 65Q: 3 clusters Score -9644167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9644168.000000 Penalty: 13041.579102
	Iteration 66Q: 3 clusters Score -9644168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -9644171.000000 Penalty: 13041.579102
	Iteration 67Q: 3 clusters Score -9644171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9644168.000000 Penalty: 13041.579102
	Iteration 68Q: 3 clusters Score -9644168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -9644160.000000 Penalty: 13041.579102
	Iteration 69Q: 3 clusters Score -9644160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9644162.000000 Penalty: 13041.579102
	Iteration 70Q: 3 clusters Score -9644162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9644162.000000 Penalty: 13041.579102
	Iteration 71F: 3 clusters Score -9644162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Entering Unmasked Estep 
Score: -1340657.500000 Penalty: 5307.582520
	Iteration 0F: 2 clusters Score -1340658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1333036.000000 Penalty: 10615.165039
	Iteration 0F: 3 clusters Score -1333036 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1334281.125000 Penalty: 10615.165039
	Iteration 1F: 3 clusters Score -1334281 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1334586.875000 Penalty: 10615.165039
	Iteration 2F: 3 clusters Score -1334587 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1334747.750000 Penalty: 10615.165039
	Iteration 3Q: 3 clusters Score -1334748 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1334864.750000 Penalty: 10615.165039
	Iteration 4Q: 3 clusters Score -1334865 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1334961.875000 Penalty: 10615.165039
	Iteration 5Q: 3 clusters Score -1334962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1335030.125000 Penalty: 10615.165039
	Iteration 6Q: 3 clusters Score -1335030 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1335073.625000 Penalty: 10615.165039
	Iteration 7Q: 3 clusters Score -1335074 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1335118.125000 Penalty: 10615.165039
	Iteration 8Q: 3 clusters Score -1335118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1335158.375000 Penalty: 10615.165039
	Iteration 9Q: 3 clusters Score -1335158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1335184.500000 Penalty: 10615.165039
	Iteration 10Q: 3 clusters Score -1335184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1335203.625000 Penalty: 10615.165039
	Iteration 11Q: 3 clusters Score -1335204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1335221.750000 Penalty: 10615.165039
	Iteration 12Q: 3 clusters Score -1335222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1335232.250000 Penalty: 10615.165039
	Iteration 13Q: 3 clusters Score -1335232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1335242.625000 Penalty: 10615.165039
	Iteration 14Q: 3 clusters Score -1335243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1335256.625000 Penalty: 10615.165039
	Iteration 15Q: 3 clusters Score -1335257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1335264.625000 Penalty: 10615.165039
	Iteration 16Q: 3 clusters Score -1335265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1335271.625000 Penalty: 10615.165039
	Iteration 17Q: 3 clusters Score -1335272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1335276.750000 Penalty: 10615.165039
	Iteration 18Q: 3 clusters Score -1335277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1335281.375000 Penalty: 10615.165039
	Iteration 19Q: 3 clusters Score -1335281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1335286.250000 Penalty: 10615.165039
	Iteration 20F: 3 clusters Score -1335286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1335285.125000 Penalty: 10615.165039
	Iteration 21Q: 3 clusters Score -1335285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1335287.750000 Penalty: 10615.165039
	Iteration 22Q: 3 clusters Score -1335288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1335294.750000 Penalty: 10615.165039
	Iteration 23Q: 3 clusters Score -1335295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1335296.250000 Penalty: 10615.165039
	Iteration 24Q: 3 clusters Score -1335296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1335301.250000 Penalty: 10615.165039
	Iteration 25Q: 3 clusters Score -1335301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1335304.000000 Penalty: 10615.165039
	Iteration 26Q: 3 clusters Score -1335304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1335306.625000 Penalty: 10615.165039
	Iteration 27Q: 3 clusters Score -1335307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1335312.625000 Penalty: 10615.165039
	Iteration 28Q: 3 clusters Score -1335313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1335314.250000 Penalty: 10615.165039
	Iteration 29Q: 3 clusters Score -1335314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1335319.250000 Penalty: 10615.165039
	Iteration 30Q: 3 clusters Score -1335319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1335318.625000 Penalty: 10615.165039
	Iteration 31Q: 3 clusters Score -1335319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1335318.625000 Penalty: 10615.165039
	Iteration 32F: 3 clusters Score -1335319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -527111.000000 Penalty: 4779.604004
	Iteration 0F: 2 clusters Score -527111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -521931.812500 Penalty: 9559.208008
	Iteration 0F: 3 clusters Score -521931.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -522725.031250 Penalty: 9559.208008
	Iteration 1F: 3 clusters Score -522725 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -523103.187500 Penalty: 9559.208008
	Iteration 2F: 3 clusters Score -523103.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -523368.718750 Penalty: 9559.208008
	Iteration 3F: 3 clusters Score -523368.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -523556.406250 Penalty: 9559.208008
	Iteration 4Q: 3 clusters Score -523556.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -523763.406250 Penalty: 9559.208008
	Iteration 5Q: 3 clusters Score -523763.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -523992.218750 Penalty: 9559.208008
	Iteration 6Q: 3 clusters Score -523992.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -524181.281250 Penalty: 9559.208008
	Iteration 7Q: 3 clusters Score -524181.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -524327.437500 Penalty: 9559.208008
	Iteration 8Q: 3 clusters Score -524327.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -524439.875000 Penalty: 9559.208008
	Iteration 9Q: 3 clusters Score -524439.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -524515.562500 Penalty: 9559.208008
	Iteration 10Q: 3 clusters Score -524515.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -524582.000000 Penalty: 9559.208008
	Iteration 11Q: 3 clusters Score -524582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -524634.500000 Penalty: 9559.208008
	Iteration 12Q: 3 clusters Score -524634.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -524666.625000 Penalty: 9559.208008
	Iteration 13Q: 3 clusters Score -524666.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -524683.937500 Penalty: 9559.208008
	Iteration 14Q: 3 clusters Score -524683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -524698.875000 Penalty: 9559.208008
	Iteration 15Q: 3 clusters Score -524698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -524711.312500 Penalty: 9559.208008
	Iteration 16Q: 3 clusters Score -524711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -524723.437500 Penalty: 9559.208008
	Iteration 17Q: 3 clusters Score -524723.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -524735.812500 Penalty: 9559.208008
	Iteration 18Q: 3 clusters Score -524735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -524740.437500 Penalty: 9559.208008
	Iteration 19Q: 3 clusters Score -524740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -524745.750000 Penalty: 9559.208008
	Iteration 20F: 3 clusters Score -524745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -524747.937500 Penalty: 9559.208008
	Iteration 21Q: 3 clusters Score -524747.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -524752.437500 Penalty: 9559.208008
	Iteration 22Q: 3 clusters Score -524752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -524756.187500 Penalty: 9559.208008
	Iteration 23Q: 3 clusters Score -524756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -524760.437500 Penalty: 9559.208008
	Iteration 24Q: 3 clusters Score -524760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -524765.250000 Penalty: 9559.208008
	Iteration 25Q: 3 clusters Score -524765.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -524770.250000 Penalty: 9559.208008
	Iteration 26Q: 3 clusters Score -524770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -524773.687500 Penalty: 9559.208008
	Iteration 27Q: 3 clusters Score -524773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -524775.687500 Penalty: 9559.208008
	Iteration 28Q: 3 clusters Score -524775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -524776.562500 Penalty: 9559.208008
	Iteration 29Q: 3 clusters Score -524776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -524776.562500 Penalty: 9559.208008
	Iteration 30F: 3 clusters Score -524776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 15633 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 33920 members 
Mstep: Class 5 contains 112370 members 
Mstep: Class 6 contains 65919 members 
Mstep: Class 7 contains 13680 members 
Mstep: Class 8 contains 130872 members 
Mstep: Class 9 contains 41909 members 
Mstep: Class 10 contains 119908 members 
Mstep: Class 11 contains 59826 members 
Mstep: Class 12 contains 17038 members 
Mstep: Class 13 contains 129518 members 
Mstep: Class 14 contains 40184 members 
Mstep: Class 15 contains 71411 members 
Mstep: Class 16 contains 15988 members 
Mstep: Class 17 contains 76602 members 
Mstep: Class 18 contains 59098 members 
Mstep: Class 19 contains 20780 members 
Mstep: Class 21 contains 42032 members 
Mstep: Class 22 contains 5799 members 
Mstep: Class 23 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272428960.000000 Penalty: 205980.281250
Iteration 79Q: 25 clusters Score -2.72429e+08 nChanged 15319
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 15611 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 33798 members 
Mstep: Class 5 contains 113153 members 
Mstep: Class 6 contains 65589 members 
Mstep: Class 7 contains 13754 members 
Mstep: Class 8 contains 130448 members 
Mstep: Class 9 contains 41986 members 
Mstep: Class 10 contains 120109 members 
Mstep: Class 11 contains 59921 members 
Mstep: Class 12 contains 17124 members 
Mstep: Class 13 contains 130610 members 
Mstep: Class 14 contains 40121 members 
Mstep: Class 15 contains 71980 members 
Mstep: Class 16 contains 16001 members 
Mstep: Class 17 contains 77452 members 
Mstep: Class 18 contains 59459 members 
Mstep: Class 19 contains 20803 members 
Mstep: Class 20 contains 84741 members 
Mstep: Class 21 contains 42152 members 
Mstep: Class 22 contains 5806 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 25330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435968.000000 Penalty: 205980.281250
Iteration 80F: 25 clusters Score -2.72436e+08 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 15614 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 33728 members 
Mstep: Class 5 contains 112237 members 
Mstep: Class 6 contains 65401 members 
Mstep: Class 7 contains 13715 members 
Mstep: Class 8 contains 129936 members 
Mstep: Class 9 contains 41921 members 
Mstep: Class 10 contains 119822 members 
Mstep: Class 11 contains 59820 members 
Mstep: Class 12 contains 17093 members 
Mstep: Class 13 contains 130656 members 
Mstep: Class 14 contains 39689 members 
Mstep: Class 15 contains 72061 members 
Mstep: Class 16 contains 16023 members 
Mstep: Class 17 contains 77041 members 
Mstep: Class 18 contains 59281 members 
Mstep: Class 19 contains 20807 members 
Mstep: Class 20 contains 85133 members 
Mstep: Class 21 contains 42284 members 
Mstep: Class 22 contains 5816 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 27305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437824.000000 Penalty: 205980.281250
Iteration 81Q: 25 clusters Score -2.724378e+08 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 15623 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 33695 members 
Mstep: Class 5 contains 111597 members 
Mstep: Class 6 contains 65235 members 
Mstep: Class 7 contains 13711 members 
Mstep: Class 8 contains 129759 members 
Mstep: Class 9 contains 41934 members 
Mstep: Class 10 contains 119652 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 17087 members 
Mstep: Class 13 contains 130771 members 
Mstep: Class 14 contains 39393 members 
Mstep: Class 15 contains 72095 members 
Mstep: Class 16 contains 16041 members 
Mstep: Class 17 contains 76750 members 
Mstep: Class 18 contains 59156 members 
Mstep: Class 19 contains 20825 members 
Mstep: Class 20 contains 85208 members 
Mstep: Class 21 contains 42421 members 
Mstep: Class 22 contains 5833 members 
Mstep: Class 23 contains 2452 members 
Mstep: Class 24 contains 28419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438176.000000 Penalty: 205980.281250
Iteration 82Q: 25 clusters Score -2.724382e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 15634 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 33674 members 
Mstep: Class 5 contains 111135 members 
Mstep: Class 6 contains 65095 members 
Mstep: Class 7 contains 13706 members 
Mstep: Class 8 contains 129550 members 
Mstep: Class 9 contains 41949 members 
Mstep: Class 10 contains 119565 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 17093 members 
Mstep: Class 13 contains 130857 members 
Mstep: Class 14 contains 39177 members 
Mstep: Class 15 contains 72114 members 
Mstep: Class 16 contains 16052 members 
Mstep: Class 17 contains 76491 members 
Mstep: Class 18 contains 59034 members 
Mstep: Class 19 contains 20843 members 
Mstep: Class 20 contains 85234 members 
Mstep: Class 21 contains 42563 members 
Mstep: Class 22 contains 5836 members 
Mstep: Class 23 contains 2452 members 
Mstep: Class 24 contains 29331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438368.000000 Penalty: 205980.281250
Iteration 83Q: 25 clusters Score -2.724384e+08 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 15653 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 33662 members 
Mstep: Class 5 contains 110780 members 
Mstep: Class 6 contains 64979 members 
Mstep: Class 7 contains 13705 members 
Mstep: Class 8 contains 129328 members 
Mstep: Class 9 contains 41989 members 
Mstep: Class 10 contains 119501 members 
Mstep: Class 11 contains 59694 members 
Mstep: Class 12 contains 17083 members 
Mstep: Class 13 contains 130916 members 
Mstep: Class 14 contains 39023 members 
Mstep: Class 15 contains 72082 members 
Mstep: Class 16 contains 16067 members 
Mstep: Class 17 contains 76243 members 
Mstep: Class 18 contains 58951 members 
Mstep: Class 19 contains 20841 members 
Mstep: Class 20 contains 85278 members 
Mstep: Class 21 contains 42698 members 
Mstep: Class 22 contains 5839 members 
Mstep: Class 23 contains 2452 members 
Mstep: Class 24 contains 30111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438336.000000 Penalty: 205980.281250
Iteration 84Q: 25 clusters Score -2.724383e+08 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 15664 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 33658 members 
Mstep: Class 5 contains 110540 members 
Mstep: Class 6 contains 64853 members 
Mstep: Class 7 contains 13711 members 
Mstep: Class 8 contains 129078 members 
Mstep: Class 9 contains 42037 members 
Mstep: Class 10 contains 119441 members 
Mstep: Class 11 contains 59685 members 
Mstep: Class 12 contains 17080 members 
Mstep: Class 13 contains 130979 members 
Mstep: Class 14 contains 38909 members 
Mstep: Class 15 contains 72040 members 
Mstep: Class 16 contains 16077 members 
Mstep: Class 17 contains 76052 members 
Mstep: Class 18 contains 58876 members 
Mstep: Class 19 contains 20835 members 
Mstep: Class 20 contains 85287 members 
Mstep: Class 21 contains 42840 members 
Mstep: Class 22 contains 5845 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 30765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438848.000000 Penalty: 205980.281250
Iteration 85Q: 25 clusters Score -2.724388e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 15676 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 33650 members 
Mstep: Class 5 contains 110327 members 
Mstep: Class 6 contains 64726 members 
Mstep: Class 7 contains 13709 members 
Mstep: Class 8 contains 128811 members 
Mstep: Class 9 contains 42083 members 
Mstep: Class 10 contains 119398 members 
Mstep: Class 11 contains 59671 members 
Mstep: Class 12 contains 17058 members 
Mstep: Class 13 contains 131042 members 
Mstep: Class 14 contains 38817 members 
Mstep: Class 15 contains 72024 members 
Mstep: Class 16 contains 16080 members 
Mstep: Class 17 contains 75888 members 
Mstep: Class 18 contains 58803 members 
Mstep: Class 19 contains 20829 members 
Mstep: Class 20 contains 85339 members 
Mstep: Class 21 contains 42997 members 
Mstep: Class 22 contains 5851 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 31360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439008.000000 Penalty: 205980.281250
Iteration 86Q: 25 clusters Score -2.72439e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 15685 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 33642 members 
Mstep: Class 5 contains 110159 members 
Mstep: Class 6 contains 64602 members 
Mstep: Class 7 contains 13708 members 
Mstep: Class 8 contains 128574 members 
Mstep: Class 9 contains 42126 members 
Mstep: Class 10 contains 119363 members 
Mstep: Class 11 contains 59667 members 
Mstep: Class 12 contains 17050 members 
Mstep: Class 13 contains 131097 members 
Mstep: Class 14 contains 38771 members 
Mstep: Class 15 contains 72012 members 
Mstep: Class 16 contains 16081 members 
Mstep: Class 17 contains 75758 members 
Mstep: Class 18 contains 58725 members 
Mstep: Class 19 contains 20817 members 
Mstep: Class 20 contains 85407 members 
Mstep: Class 21 contains 43138 members 
Mstep: Class 22 contains 5851 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439552.000000 Penalty: 205980.281250
Iteration 87Q: 25 clusters Score -2.724396e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 15693 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 33635 members 
Mstep: Class 5 contains 109981 members 
Mstep: Class 6 contains 64499 members 
Mstep: Class 7 contains 13715 members 
Mstep: Class 8 contains 128365 members 
Mstep: Class 9 contains 42164 members 
Mstep: Class 10 contains 119325 members 
Mstep: Class 11 contains 59669 members 
Mstep: Class 12 contains 17057 members 
Mstep: Class 13 contains 131142 members 
Mstep: Class 14 contains 38736 members 
Mstep: Class 15 contains 71985 members 
Mstep: Class 16 contains 16083 members 
Mstep: Class 17 contains 75623 members 
Mstep: Class 18 contains 58667 members 
Mstep: Class 19 contains 20825 members 
Mstep: Class 20 contains 85503 members 
Mstep: Class 21 contains 43254 members 
Mstep: Class 22 contains 5852 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 32226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439296.000000 Penalty: 205980.281250
Iteration 88Q: 25 clusters Score -2.724393e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 15706 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 109827 members 
Mstep: Class 6 contains 64398 members 
Mstep: Class 7 contains 13724 members 
Mstep: Class 8 contains 128186 members 
Mstep: Class 9 contains 42193 members 
Mstep: Class 10 contains 119291 members 
Mstep: Class 11 contains 59684 members 
Mstep: Class 12 contains 17054 members 
Mstep: Class 13 contains 131179 members 
Mstep: Class 14 contains 38702 members 
Mstep: Class 15 contains 71964 members 
Mstep: Class 16 contains 16090 members 
Mstep: Class 17 contains 75509 members 
Mstep: Class 18 contains 58596 members 
Mstep: Class 19 contains 20832 members 
Mstep: Class 20 contains 85598 members 
Mstep: Class 21 contains 43378 members 
Mstep: Class 22 contains 5853 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 32573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439392.000000 Penalty: 205980.281250
Iteration 89Q: 25 clusters Score -2.724394e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 15712 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 33623 members 
Mstep: Class 5 contains 109676 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 13734 members 
Mstep: Class 8 contains 128017 members 
Mstep: Class 9 contains 42219 members 
Mstep: Class 10 contains 119262 members 
Mstep: Class 11 contains 59700 members 
Mstep: Class 12 contains 17058 members 
Mstep: Class 13 contains 131204 members 
Mstep: Class 14 contains 38671 members 
Mstep: Class 15 contains 71937 members 
Mstep: Class 16 contains 16096 members 
Mstep: Class 17 contains 75416 members 
Mstep: Class 18 contains 58546 members 
Mstep: Class 19 contains 20847 members 
Mstep: Class 20 contains 85680 members 
Mstep: Class 21 contains 43481 members 
Mstep: Class 22 contains 5852 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 32873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439072.000000 Penalty: 205980.281250
Iteration 90Q: 25 clusters Score -2.724391e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 15719 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 109581 members 
Mstep: Class 6 contains 64254 members 
Mstep: Class 7 contains 13742 members 
Mstep: Class 8 contains 127859 members 
Mstep: Class 9 contains 42239 members 
Mstep: Class 10 contains 119235 members 
Mstep: Class 11 contains 59700 members 
Mstep: Class 12 contains 17067 members 
Mstep: Class 13 contains 131214 members 
Mstep: Class 14 contains 38645 members 
Mstep: Class 15 contains 71926 members 
Mstep: Class 16 contains 16102 members 
Mstep: Class 17 contains 75339 members 
Mstep: Class 18 contains 58505 members 
Mstep: Class 19 contains 20843 members 
Mstep: Class 20 contains 85747 members 
Mstep: Class 21 contains 43554 members 
Mstep: Class 22 contains 5852 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 33143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439328.000000 Penalty: 205980.281250
Iteration 91Q: 25 clusters Score -2.724393e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 15726 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 33620 members 
Mstep: Class 5 contains 109484 members 
Mstep: Class 6 contains 64196 members 
Mstep: Class 7 contains 13749 members 
Mstep: Class 8 contains 127671 members 
Mstep: Class 9 contains 42264 members 
Mstep: Class 10 contains 119210 members 
Mstep: Class 11 contains 59711 members 
Mstep: Class 12 contains 17075 members 
Mstep: Class 13 contains 131216 members 
Mstep: Class 14 contains 38636 members 
Mstep: Class 15 contains 71914 members 
Mstep: Class 16 contains 16107 members 
Mstep: Class 17 contains 75274 members 
Mstep: Class 18 contains 58467 members 
Mstep: Class 19 contains 20848 members 
Mstep: Class 20 contains 85807 members 
Mstep: Class 21 contains 43629 members 
Mstep: Class 22 contains 5852 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 33411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439296.000000 Penalty: 205980.281250
Iteration 92Q: 25 clusters Score -2.724393e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 15732 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 33616 members 
Mstep: Class 5 contains 109416 members 
Mstep: Class 6 contains 64127 members 
Mstep: Class 7 contains 13761 members 
Mstep: Class 8 contains 127509 members 
Mstep: Class 9 contains 42279 members 
Mstep: Class 10 contains 119198 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17088 members 
Mstep: Class 13 contains 131223 members 
Mstep: Class 14 contains 38616 members 
Mstep: Class 15 contains 71925 members 
Mstep: Class 16 contains 16114 members 
Mstep: Class 17 contains 75219 members 
Mstep: Class 18 contains 58429 members 
Mstep: Class 19 contains 20851 members 
Mstep: Class 20 contains 85843 members 
Mstep: Class 21 contains 43713 members 
Mstep: Class 22 contains 5853 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 33634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439008.000000 Penalty: 205980.281250
Iteration 93Q: 25 clusters Score -2.72439e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 15736 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 33615 members 
Mstep: Class 5 contains 109357 members 
Mstep: Class 6 contains 64063 members 
Mstep: Class 7 contains 13758 members 
Mstep: Class 8 contains 127362 members 
Mstep: Class 9 contains 42289 members 
Mstep: Class 10 contains 119180 members 
Mstep: Class 11 contains 59720 members 
Mstep: Class 12 contains 17098 members 
Mstep: Class 13 contains 131232 members 
Mstep: Class 14 contains 38605 members 
Mstep: Class 15 contains 71927 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 75171 members 
Mstep: Class 18 contains 58397 members 
Mstep: Class 19 contains 20849 members 
Mstep: Class 20 contains 85891 members 
Mstep: Class 21 contains 43785 members 
Mstep: Class 22 contains 5853 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 33845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439136.000000 Penalty: 205980.281250
Iteration 94Q: 25 clusters Score -2.724391e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 15736 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 33615 members 
Mstep: Class 5 contains 109287 members 
Mstep: Class 6 contains 64014 members 
Mstep: Class 7 contains 13763 members 
Mstep: Class 8 contains 127247 members 
Mstep: Class 9 contains 42301 members 
Mstep: Class 10 contains 119166 members 
Mstep: Class 11 contains 59722 members 
Mstep: Class 12 contains 17116 members 
Mstep: Class 13 contains 131232 members 
Mstep: Class 14 contains 38581 members 
Mstep: Class 15 contains 71939 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 75115 members 
Mstep: Class 18 contains 58365 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 85944 members 
Mstep: Class 21 contains 43850 members 
Mstep: Class 22 contains 5853 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 34040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439328.000000 Penalty: 205980.281250
Iteration 95Q: 25 clusters Score -2.724393e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 15739 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 33619 members 
Mstep: Class 5 contains 109240 members 
Mstep: Class 6 contains 63953 members 
Mstep: Class 7 contains 13762 members 
Mstep: Class 8 contains 127126 members 
Mstep: Class 9 contains 42306 members 
Mstep: Class 10 contains 119159 members 
Mstep: Class 11 contains 59725 members 
Mstep: Class 12 contains 17138 members 
Mstep: Class 13 contains 131240 members 
Mstep: Class 14 contains 38575 members 
Mstep: Class 15 contains 71933 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 75067 members 
Mstep: Class 18 contains 58345 members 
Mstep: Class 19 contains 20847 members 
Mstep: Class 20 contains 85984 members 
Mstep: Class 21 contains 43900 members 
Mstep: Class 22 contains 5853 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 34218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439360.000000 Penalty: 205980.281250
Iteration 96Q: 25 clusters Score -2.724394e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 15740 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 109194 members 
Mstep: Class 6 contains 63898 members 
Mstep: Class 7 contains 13768 members 
Mstep: Class 8 contains 127009 members 
Mstep: Class 9 contains 42322 members 
Mstep: Class 10 contains 119150 members 
Mstep: Class 11 contains 59730 members 
Mstep: Class 12 contains 17144 members 
Mstep: Class 13 contains 131257 members 
Mstep: Class 14 contains 38567 members 
Mstep: Class 15 contains 71938 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 75019 members 
Mstep: Class 18 contains 58334 members 
Mstep: Class 19 contains 20848 members 
Mstep: Class 20 contains 86005 members 
Mstep: Class 21 contains 43935 members 
Mstep: Class 22 contains 5853 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 34378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439424.000000 Penalty: 205980.281250
Iteration 97Q: 25 clusters Score -2.724394e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 15743 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 109139 members 
Mstep: Class 6 contains 63850 members 
Mstep: Class 7 contains 13772 members 
Mstep: Class 8 contains 126900 members 
Mstep: Class 9 contains 42339 members 
Mstep: Class 10 contains 119147 members 
Mstep: Class 11 contains 59721 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 131266 members 
Mstep: Class 14 contains 38571 members 
Mstep: Class 15 contains 71937 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74970 members 
Mstep: Class 18 contains 58326 members 
Mstep: Class 19 contains 20847 members 
Mstep: Class 20 contains 86039 members 
Mstep: Class 21 contains 43980 members 
Mstep: Class 22 contains 5854 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 34516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439712.000000 Penalty: 205980.281250
Iteration 98Q: 25 clusters Score -2.724397e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 15744 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 33631 members 
Mstep: Class 5 contains 109103 members 
Mstep: Class 6 contains 63813 members 
Mstep: Class 7 contains 13776 members 
Mstep: Class 8 contains 126798 members 
Mstep: Class 9 contains 42350 members 
Mstep: Class 10 contains 119138 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17177 members 
Mstep: Class 13 contains 131280 members 
Mstep: Class 14 contains 38572 members 
Mstep: Class 15 contains 71942 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74931 members 
Mstep: Class 18 contains 58321 members 
Mstep: Class 19 contains 20843 members 
Mstep: Class 20 contains 86061 members 
Mstep: Class 21 contains 44008 members 
Mstep: Class 22 contains 5856 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 34644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439424.000000 Penalty: 205980.281250
Iteration 99Q: 25 clusters Score -2.724394e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 15746 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 33631 members 
Mstep: Class 5 contains 109077 members 
Mstep: Class 6 contains 63781 members 
Mstep: Class 7 contains 13775 members 
Mstep: Class 8 contains 126710 members 
Mstep: Class 9 contains 42363 members 
Mstep: Class 10 contains 119136 members 
Mstep: Class 11 contains 59709 members 
Mstep: Class 12 contains 17191 members 
Mstep: Class 13 contains 131296 members 
Mstep: Class 14 contains 38577 members 
Mstep: Class 15 contains 71942 members 
Mstep: Class 16 contains 16115 members 
Mstep: Class 17 contains 74893 members 
Mstep: Class 18 contains 58320 members 
Mstep: Class 19 contains 20841 members 
Mstep: Class 20 contains 86074 members 
Mstep: Class 21 contains 44038 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439648.000000 Penalty: 205980.281250
Iteration 100F: 25 clusters Score -2.724396e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 15746 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 33629 members 
Mstep: Class 5 contains 109060 members 
Mstep: Class 6 contains 63767 members 
Mstep: Class 7 contains 13777 members 
Mstep: Class 8 contains 126623 members 
Mstep: Class 9 contains 42381 members 
Mstep: Class 10 contains 119139 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17204 members 
Mstep: Class 13 contains 131304 members 
Mstep: Class 14 contains 38569 members 
Mstep: Class 15 contains 71944 members 
Mstep: Class 16 contains 16112 members 
Mstep: Class 17 contains 74854 members 
Mstep: Class 18 contains 58310 members 
Mstep: Class 19 contains 20842 members 
Mstep: Class 20 contains 86091 members 
Mstep: Class 21 contains 44052 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 34853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439872.000000 Penalty: 205980.281250
Iteration 101Q: 25 clusters Score -2.724399e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 15747 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 33631 members 
Mstep: Class 5 contains 109038 members 
Mstep: Class 6 contains 63760 members 
Mstep: Class 7 contains 13773 members 
Mstep: Class 8 contains 126528 members 
Mstep: Class 9 contains 42396 members 
Mstep: Class 10 contains 119134 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17225 members 
Mstep: Class 13 contains 131317 members 
Mstep: Class 14 contains 38570 members 
Mstep: Class 15 contains 71948 members 
Mstep: Class 16 contains 16112 members 
Mstep: Class 17 contains 74814 members 
Mstep: Class 18 contains 58297 members 
Mstep: Class 19 contains 20845 members 
Mstep: Class 20 contains 86109 members 
Mstep: Class 21 contains 44067 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 34954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439584.000000 Penalty: 205980.281250
Iteration 102Q: 25 clusters Score -2.724396e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 15750 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 33631 members 
Mstep: Class 5 contains 109015 members 
Mstep: Class 6 contains 63745 members 
Mstep: Class 7 contains 13776 members 
Mstep: Class 8 contains 126437 members 
Mstep: Class 9 contains 42406 members 
Mstep: Class 10 contains 119137 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17234 members 
Mstep: Class 13 contains 131323 members 
Mstep: Class 14 contains 38584 members 
Mstep: Class 15 contains 71942 members 
Mstep: Class 16 contains 16113 members 
Mstep: Class 17 contains 74782 members 
Mstep: Class 18 contains 58273 members 
Mstep: Class 19 contains 20847 members 
Mstep: Class 20 contains 86123 members 
Mstep: Class 21 contains 44095 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439680.000000 Penalty: 205980.281250
Iteration 103Q: 25 clusters Score -2.724397e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 15751 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 33629 members 
Mstep: Class 5 contains 108987 members 
Mstep: Class 6 contains 63719 members 
Mstep: Class 7 contains 13775 members 
Mstep: Class 8 contains 126364 members 
Mstep: Class 9 contains 42416 members 
Mstep: Class 10 contains 119139 members 
Mstep: Class 11 contains 59706 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 131321 members 
Mstep: Class 14 contains 38581 members 
Mstep: Class 15 contains 71936 members 
Mstep: Class 16 contains 16112 members 
Mstep: Class 17 contains 74746 members 
Mstep: Class 18 contains 58271 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 86138 members 
Mstep: Class 21 contains 44121 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439520.000000 Penalty: 205980.281250
Iteration 104Q: 25 clusters Score -2.724395e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108959 members 
Mstep: Class 6 contains 63699 members 
Mstep: Class 7 contains 13783 members 
Mstep: Class 8 contains 126319 members 
Mstep: Class 9 contains 42426 members 
Mstep: Class 10 contains 119129 members 
Mstep: Class 11 contains 59707 members 
Mstep: Class 12 contains 17262 members 
Mstep: Class 13 contains 131328 members 
Mstep: Class 14 contains 38577 members 
Mstep: Class 15 contains 71930 members 
Mstep: Class 16 contains 16111 members 
Mstep: Class 17 contains 74716 members 
Mstep: Class 18 contains 58264 members 
Mstep: Class 19 contains 20849 members 
Mstep: Class 20 contains 86153 members 
Mstep: Class 21 contains 44144 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439712.000000 Penalty: 205980.281250
Iteration 105Q: 25 clusters Score -2.724397e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 15754 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 108924 members 
Mstep: Class 6 contains 63675 members 
Mstep: Class 7 contains 13786 members 
Mstep: Class 8 contains 126263 members 
Mstep: Class 9 contains 42430 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17274 members 
Mstep: Class 13 contains 131327 members 
Mstep: Class 14 contains 38590 members 
Mstep: Class 15 contains 71924 members 
Mstep: Class 16 contains 16108 members 
Mstep: Class 17 contains 74693 members 
Mstep: Class 18 contains 58262 members 
Mstep: Class 19 contains 20851 members 
Mstep: Class 20 contains 86178 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440032.000000 Penalty: 205980.281250
Iteration 106Q: 25 clusters Score -2.7244e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 15758 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 108894 members 
Mstep: Class 6 contains 63664 members 
Mstep: Class 7 contains 13785 members 
Mstep: Class 8 contains 126204 members 
Mstep: Class 9 contains 42438 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 59709 members 
Mstep: Class 12 contains 17289 members 
Mstep: Class 13 contains 131328 members 
Mstep: Class 14 contains 38583 members 
Mstep: Class 15 contains 71918 members 
Mstep: Class 16 contains 16105 members 
Mstep: Class 17 contains 74671 members 
Mstep: Class 18 contains 58263 members 
Mstep: Class 19 contains 20848 members 
Mstep: Class 20 contains 86195 members 
Mstep: Class 21 contains 44177 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35357 members 
Entering Unmasked Estep 
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Score: -272440320.000000 Penalty: 205980.281250
Iteration 107Q: 25 clusters Score -2.724403e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 15762 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 33629 members 
Mstep: Class 5 contains 108856 members 
Mstep: Class 6 contains 63649 members 
Mstep: Class 7 contains 13783 members 
Mstep: Class 8 contains 126150 members 
Mstep: Class 9 contains 42441 members 
Mstep: Class 10 contains 119126 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17296 members 
Mstep: Class 13 contains 131328 members 
Mstep: Class 14 contains 38577 members 
Mstep: Class 15 contains 71915 members 
Mstep: Class 16 contains 16104 members 
Mstep: Class 17 contains 74650 members 
Mstep: Class 18 contains 58262 members 
Mstep: Class 19 contains 20850 members 
Mstep: Class 20 contains 86214 members 
Mstep: Class 21 contains 44204 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 25 clusters Score -2.724401e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 15766 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 33631 members 
Mstep: Class 5 contains 108831 members 
Mstep: Class 6 contains 63628 members 
Mstep: Class 7 contains 13790 members 
Mstep: Class 8 contains 126100 members 
Mstep: Class 9 contains 42446 members 
Mstep: Class 10 contains 119120 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17305 members 
Mstep: Class 13 contains 131328 members 
Mstep: Class 14 contains 38569 members 
Mstep: Class 15 contains 71914 members 
Mstep: Class 16 contains 16107 members 
Mstep: Class 17 contains 74629 members 
Mstep: Class 18 contains 58255 members 
Mstep: Class 19 contains 20848 members 
Mstep: Class 20 contains 86233 members 
Mstep: Class 21 contains 44228 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440032.000000 Penalty: 205980.281250
Iteration 109Q: 25 clusters Score -2.7244e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 15769 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 108804 members 
Mstep: Class 6 contains 63618 members 
Mstep: Class 7 contains 13790 members 
Mstep: Class 8 contains 126064 members 
Mstep: Class 9 contains 42454 members 
Mstep: Class 10 contains 119120 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17315 members 
Mstep: Class 13 contains 131324 members 
Mstep: Class 14 contains 38569 members 
Mstep: Class 15 contains 71913 members 
Mstep: Class 16 contains 16105 members 
Mstep: Class 17 contains 74596 members 
Mstep: Class 18 contains 58261 members 
Mstep: Class 19 contains 20850 members 
Mstep: Class 20 contains 86248 members 
Mstep: Class 21 contains 44243 members 
Mstep: Class 22 contains 5859 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439872.000000 Penalty: 205980.281250
Iteration 110Q: 25 clusters Score -2.724399e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 15771 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 108784 members 
Mstep: Class 6 contains 63604 members 
Mstep: Class 7 contains 13789 members 
Mstep: Class 8 contains 126020 members 
Mstep: Class 9 contains 42460 members 
Mstep: Class 10 contains 119119 members 
Mstep: Class 11 contains 59709 members 
Mstep: Class 12 contains 17318 members 
Mstep: Class 13 contains 131326 members 
Mstep: Class 14 contains 38561 members 
Mstep: Class 15 contains 71911 members 
Mstep: Class 16 contains 16105 members 
Mstep: Class 17 contains 74581 members 
Mstep: Class 18 contains 58257 members 
Mstep: Class 19 contains 20855 members 
Mstep: Class 20 contains 86259 members 
Mstep: Class 21 contains 44257 members 
Mstep: Class 22 contains 5861 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439776.000000 Penalty: 205980.281250
Iteration 111Q: 25 clusters Score -2.724398e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 15774 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 108765 members 
Mstep: Class 6 contains 63591 members 
Mstep: Class 7 contains 13791 members 
Mstep: Class 8 contains 125972 members 
Mstep: Class 9 contains 42468 members 
Mstep: Class 10 contains 119114 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17322 members 
Mstep: Class 13 contains 131330 members 
Mstep: Class 14 contains 38561 members 
Mstep: Class 15 contains 71907 members 
Mstep: Class 16 contains 16103 members 
Mstep: Class 17 contains 74562 members 
Mstep: Class 18 contains 58261 members 
Mstep: Class 19 contains 20854 members 
Mstep: Class 20 contains 86274 members 
Mstep: Class 21 contains 44267 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440096.000000 Penalty: 205980.281250
Iteration 112Q: 25 clusters Score -2.724401e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 15774 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108751 members 
Mstep: Class 6 contains 63579 members 
Mstep: Class 7 contains 13791 members 
Mstep: Class 8 contains 125922 members 
Mstep: Class 9 contains 42476 members 
Mstep: Class 10 contains 119109 members 
Mstep: Class 11 contains 59711 members 
Mstep: Class 12 contains 17321 members 
Mstep: Class 13 contains 131336 members 
Mstep: Class 14 contains 38561 members 
Mstep: Class 15 contains 71911 members 
Mstep: Class 16 contains 16105 members 
Mstep: Class 17 contains 74548 members 
Mstep: Class 18 contains 58255 members 
Mstep: Class 19 contains 20857 members 
Mstep: Class 20 contains 86289 members 
Mstep: Class 21 contains 44277 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440192.000000 Penalty: 205980.281250
Iteration 113Q: 25 clusters Score -2.724402e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 15773 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108743 members 
Mstep: Class 6 contains 63579 members 
Mstep: Class 7 contains 13792 members 
Mstep: Class 8 contains 125882 members 
Mstep: Class 9 contains 42482 members 
Mstep: Class 10 contains 119104 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17330 members 
Mstep: Class 13 contains 131340 members 
Mstep: Class 14 contains 38557 members 
Mstep: Class 15 contains 71908 members 
Mstep: Class 16 contains 16108 members 
Mstep: Class 17 contains 74534 members 
Mstep: Class 18 contains 58251 members 
Mstep: Class 19 contains 20858 members 
Mstep: Class 20 contains 86296 members 
Mstep: Class 21 contains 44278 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440000.000000 Penalty: 205980.281250
Iteration 114Q: 25 clusters Score -2.7244e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 15773 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108733 members 
Mstep: Class 6 contains 63576 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 125852 members 
Mstep: Class 9 contains 42488 members 
Mstep: Class 10 contains 119097 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17342 members 
Mstep: Class 13 contains 131340 members 
Mstep: Class 14 contains 38559 members 
Mstep: Class 15 contains 71903 members 
Mstep: Class 16 contains 16112 members 
Mstep: Class 17 contains 74519 members 
Mstep: Class 18 contains 58248 members 
Mstep: Class 19 contains 20859 members 
Mstep: Class 20 contains 86301 members 
Mstep: Class 21 contains 44278 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439968.000000 Penalty: 205980.281250
Iteration 115Q: 25 clusters Score -2.7244e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 15773 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108722 members 
Mstep: Class 6 contains 63572 members 
Mstep: Class 7 contains 13794 members 
Mstep: Class 8 contains 125812 members 
Mstep: Class 9 contains 42492 members 
Mstep: Class 10 contains 119097 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17343 members 
Mstep: Class 13 contains 131336 members 
Mstep: Class 14 contains 38560 members 
Mstep: Class 15 contains 71908 members 
Mstep: Class 16 contains 16112 members 
Mstep: Class 17 contains 74512 members 
Mstep: Class 18 contains 58248 members 
Mstep: Class 19 contains 20861 members 
Mstep: Class 20 contains 86307 members 
Mstep: Class 21 contains 44279 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439936.000000 Penalty: 205980.281250
Iteration 116Q: 25 clusters Score -2.724399e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 15774 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108716 members 
Mstep: Class 6 contains 63567 members 
Mstep: Class 7 contains 13792 members 
Mstep: Class 8 contains 125777 members 
Mstep: Class 9 contains 42502 members 
Mstep: Class 10 contains 119098 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17346 members 
Mstep: Class 13 contains 131332 members 
Mstep: Class 14 contains 38557 members 
Mstep: Class 15 contains 71911 members 
Mstep: Class 16 contains 16112 members 
Mstep: Class 17 contains 74495 members 
Mstep: Class 18 contains 58247 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86309 members 
Mstep: Class 21 contains 44284 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440128.000000 Penalty: 205980.281250
Iteration 117Q: 25 clusters Score -2.724401e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 15775 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108710 members 
Mstep: Class 6 contains 63561 members 
Mstep: Class 7 contains 13791 members 
Mstep: Class 8 contains 125751 members 
Mstep: Class 9 contains 42504 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59712 members 
Mstep: Class 12 contains 17345 members 
Mstep: Class 13 contains 131332 members 
Mstep: Class 14 contains 38553 members 
Mstep: Class 15 contains 71909 members 
Mstep: Class 16 contains 16113 members 
Mstep: Class 17 contains 74493 members 
Mstep: Class 18 contains 58245 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86312 members 
Mstep: Class 21 contains 44291 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439968.000000 Penalty: 205980.281250
Iteration 118Q: 25 clusters Score -2.7244e+08 nChanged 91
Entering ConstructFrom: 
Score: -272439968.000000 Penalty: 205980.281250
Entering ConstructFrom: 
Trying to split cluster 1 (30130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Entering Unmasked Estep 
Score: -6871857.000000 Penalty: 6316.881836
	Iteration 0F: 2 clusters Score -6871857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -6848901.500000 Penalty: 12633.763672
	Iteration 0F: 3 clusters Score -6848902 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -6855765.500000 Penalty: 12633.763672
	Iteration 1F: 3 clusters Score -6855766 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -6856440.000000 Penalty: 12633.763672
	Iteration 2F: 3 clusters Score -6856440 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -6856902.000000 Penalty: 12633.763672
	Iteration 3Q: 3 clusters Score -6856902 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -6857259.000000 Penalty: 12633.763672
	Iteration 4Q: 3 clusters Score -6857259 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -6857533.000000 Penalty: 12633.763672
	Iteration 5Q: 3 clusters Score -6857533 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -6857782.000000 Penalty: 12633.763672
	Iteration 6Q: 3 clusters Score -6857782 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -6857955.000000 Penalty: 12633.763672
	Iteration 7Q: 3 clusters Score -6857955 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -6858064.500000 Penalty: 12633.763672
	Iteration 8Q: 3 clusters Score -6858064 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6858183.500000 Penalty: 12633.763672
	Iteration 9Q: 3 clusters Score -6858184 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -6858267.500000 Penalty: 12633.763672
	Iteration 10Q: 3 clusters Score -6858268 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -6858368.500000 Penalty: 12633.763672
	Iteration 11Q: 3 clusters Score -6858368 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -6858491.500000 Penalty: 12633.763672
	Iteration 12Q: 3 clusters Score -6858492 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -6858641.500000 Penalty: 12633.763672
	Iteration 13Q: 3 clusters Score -6858642 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -6858773.500000 Penalty: 12633.763672
	Iteration 14Q: 3 clusters Score -6858774 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -6858920.500000 Penalty: 12633.763672
	Iteration 15Q: 3 clusters Score -6858920 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -6859141.000000 Penalty: 12633.763672
	Iteration 16Q: 3 clusters Score -6859141 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -6859415.000000 Penalty: 12633.763672
	Iteration 17Q: 3 clusters Score -6859415 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -6859764.500000 Penalty: 12633.763672
	Iteration 18Q: 3 clusters Score -6859764 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -6860258.000000 Penalty: 12633.763672
	Iteration 19Q: 3 clusters Score -6860258 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -6860841.000000 Penalty: 12633.763672
	Iteration 20F: 3 clusters Score -6860841 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -6861604.500000 Penalty: 12633.763672
	Iteration 21Q: 3 clusters Score -6861604 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -6862472.500000 Penalty: 12633.763672
	Iteration 22Q: 3 clusters Score -6862472 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -6863414.000000 Penalty: 12633.763672
	Iteration 23Q: 3 clusters Score -6863414 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -6864180.500000 Penalty: 12633.763672
	Iteration 24Q: 3 clusters Score -6864180 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -6864817.000000 Penalty: 12633.763672
	Iteration 25Q: 3 clusters Score -6864817 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -6865262.000000 Penalty: 12633.763672
	Iteration 26Q: 3 clusters Score -6865262 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -6865554.000000 Penalty: 12633.763672
	Iteration 27Q: 3 clusters Score -6865554 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -6865790.500000 Penalty: 12633.763672
	Iteration 28Q: 3 clusters Score -6865790 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -6865944.000000 Penalty: 12633.763672
	Iteration 29Q: 3 clusters Score -6865944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -6866047.500000 Penalty: 12633.763672
	Iteration 30Q: 3 clusters Score -6866048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -6866103.500000 Penalty: 12633.763672
	Iteration 31Q: 3 clusters Score -6866104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -6866134.000000 Penalty: 12633.763672
	Iteration 32Q: 3 clusters Score -6866134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -6866157.500000 Penalty: 12633.763672
	Iteration 33Q: 3 clusters Score -6866158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -6866174.500000 Penalty: 12633.763672
	Iteration 34Q: 3 clusters Score -6866174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -6866194.500000 Penalty: 12633.763672
	Iteration 35Q: 3 clusters Score -6866194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -6866214.000000 Penalty: 12633.763672
	Iteration 36Q: 3 clusters Score -6866214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -6866218.500000 Penalty: 12633.763672
	Iteration 37Q: 3 clusters Score -6866218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -6866236.500000 Penalty: 12633.763672
	Iteration 38Q: 3 clusters Score -6866236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -6866249.500000 Penalty: 12633.763672
	Iteration 39Q: 3 clusters Score -6866250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -6866238.500000 Penalty: 12633.763672
	Iteration 40F: 3 clusters Score -6866238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -6866250.500000 Penalty: 12633.763672
	Iteration 41Q: 3 clusters Score -6866250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -6866266.000000 Penalty: 12633.763672
	Iteration 42Q: 3 clusters Score -6866266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -6866271.000000 Penalty: 12633.763672
	Iteration 43Q: 3 clusters Score -6866271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -6866270.000000 Penalty: 12633.763672
	Iteration 44Q: 3 clusters Score -6866270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -6866268.500000 Penalty: 12633.763672
	Iteration 45Q: 3 clusters Score -6866268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -6866267.500000 Penalty: 12633.763672
	Iteration 46Q: 3 clusters Score -6866268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -6866275.000000 Penalty: 12633.763672
	Iteration 47Q: 3 clusters Score -6866275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -6866271.500000 Penalty: 12633.763672
	Iteration 48Q: 3 clusters Score -6866272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -6866273.000000 Penalty: 12633.763672
	Iteration 49Q: 3 clusters Score -6866273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -6866273.000000 Penalty: 12633.763672
	Iteration 50F: 3 clusters Score -6866273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Entering Unmasked Estep 
Score: -3618748.250000 Penalty: 5920.575195
	Iteration 0F: 2 clusters Score -3618748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3604982.000000 Penalty: 11841.150391
	Iteration 0F: 3 clusters Score -3604982 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3608266.500000 Penalty: 11841.150391
	Iteration 1F: 3 clusters Score -3608266 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3608791.500000 Penalty: 11841.150391
	Iteration 2F: 3 clusters Score -3608792 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3609111.750000 Penalty: 11841.150391
	Iteration 3Q: 3 clusters Score -3609112 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3609322.750000 Penalty: 11841.150391
	Iteration 4Q: 3 clusters Score -3609323 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -3609506.750000 Penalty: 11841.150391
	Iteration 5Q: 3 clusters Score -3609507 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3609646.000000 Penalty: 11841.150391
	Iteration 6Q: 3 clusters Score -3609646 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3609742.750000 Penalty: 11841.150391
	Iteration 7Q: 3 clusters Score -3609743 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3609848.500000 Penalty: 11841.150391
	Iteration 8Q: 3 clusters Score -3609848 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3609956.750000 Penalty: 11841.150391
	Iteration 9Q: 3 clusters Score -3609957 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3610055.250000 Penalty: 11841.150391
	Iteration 10Q: 3 clusters Score -3610055 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3610156.250000 Penalty: 11841.150391
	Iteration 11Q: 3 clusters Score -3610156 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3610259.250000 Penalty: 11841.150391
	Iteration 12Q: 3 clusters Score -3610259 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3610353.000000 Penalty: 11841.150391
	Iteration 13Q: 3 clusters Score -3610353 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3610438.750000 Penalty: 11841.150391
	Iteration 14Q: 3 clusters Score -3610439 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3610510.500000 Penalty: 11841.150391
	Iteration 15Q: 3 clusters Score -3610510 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3610593.250000 Penalty: 11841.150391
	Iteration 16Q: 3 clusters Score -3610593 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3610698.250000 Penalty: 11841.150391
	Iteration 17Q: 3 clusters Score -3610698 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3610773.750000 Penalty: 11841.150391
	Iteration 18Q: 3 clusters Score -3610774 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3610905.500000 Penalty: 11841.150391
	Iteration 19Q: 3 clusters Score -3610906 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3610995.000000 Penalty: 11841.150391
	Iteration 20F: 3 clusters Score -3610995 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3611121.500000 Penalty: 11841.150391
	Iteration 21Q: 3 clusters Score -3611122 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -3611244.750000 Penalty: 11841.150391
	Iteration 22Q: 3 clusters Score -3611245 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3611389.250000 Penalty: 11841.150391
	Iteration 23Q: 3 clusters Score -3611389 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3611518.750000 Penalty: 11841.150391
	Iteration 24Q: 3 clusters Score -3611519 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3611679.000000 Penalty: 11841.150391
	Iteration 25Q: 3 clusters Score -3611679 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3611847.000000 Penalty: 11841.150391
	Iteration 26Q: 3 clusters Score -3611847 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3611998.750000 Penalty: 11841.150391
	Iteration 27Q: 3 clusters Score -3611999 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3612168.000000 Penalty: 11841.150391
	Iteration 28Q: 3 clusters Score -3612168 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3612338.500000 Penalty: 11841.150391
	Iteration 29Q: 3 clusters Score -3612338 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3612509.750000 Penalty: 11841.150391
	Iteration 30Q: 3 clusters Score -3612510 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3612667.750000 Penalty: 11841.150391
	Iteration 31Q: 3 clusters Score -3612668 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3612811.500000 Penalty: 11841.150391
	Iteration 32Q: 3 clusters Score -3612812 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3612964.500000 Penalty: 11841.150391
	Iteration 33Q: 3 clusters Score -3612964 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3613075.000000 Penalty: 11841.150391
	Iteration 34Q: 3 clusters Score -3613075 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3613155.750000 Penalty: 11841.150391
	Iteration 35Q: 3 clusters Score -3613156 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3613243.750000 Penalty: 11841.150391
	Iteration 36Q: 3 clusters Score -3613244 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3613327.500000 Penalty: 11841.150391
	Iteration 37Q: 3 clusters Score -3613328 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3613411.500000 Penalty: 11841.150391
	Iteration 38Q: 3 clusters Score -3613412 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3613472.500000 Penalty: 11841.150391
	Iteration 39Q: 3 clusters Score -3613472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3613540.250000 Penalty: 11841.150391
	Iteration 40F: 3 clusters Score -3613540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3613587.750000 Penalty: 11841.150391
	Iteration 41Q: 3 clusters Score -3613588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3613633.000000 Penalty: 11841.150391
	Iteration 42Q: 3 clusters Score -3613633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3613676.750000 Penalty: 11841.150391
	Iteration 43Q: 3 clusters Score -3613677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3613714.750000 Penalty: 11841.150391
	Iteration 44Q: 3 clusters Score -3613715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3613742.500000 Penalty: 11841.150391
	Iteration 45Q: 3 clusters Score -3613742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3613780.750000 Penalty: 11841.150391
	Iteration 46Q: 3 clusters Score -3613781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3613805.000000 Penalty: 11841.150391
	Iteration 47Q: 3 clusters Score -3613805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3613823.250000 Penalty: 11841.150391
	Iteration 48Q: 3 clusters Score -3613823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3613845.750000 Penalty: 11841.150391
	Iteration 49Q: 3 clusters Score -3613846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3613862.000000 Penalty: 11841.150391
	Iteration 50Q: 3 clusters Score -3613862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3613864.250000 Penalty: 11841.150391
	Iteration 51Q: 3 clusters Score -3613864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3613879.000000 Penalty: 11841.150391
	Iteration 52Q: 3 clusters Score -3613879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3613886.250000 Penalty: 11841.150391
	Iteration 53Q: 3 clusters Score -3613886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3613892.750000 Penalty: 11841.150391
	Iteration 54Q: 3 clusters Score -3613893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3613894.000000 Penalty: 11841.150391
	Iteration 55Q: 3 clusters Score -3613894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3613897.000000 Penalty: 11841.150391
	Iteration 56Q: 3 clusters Score -3613897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3613902.000000 Penalty: 11841.150391
	Iteration 57Q: 3 clusters Score -3613902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3613902.500000 Penalty: 11841.150391
	Iteration 58Q: 3 clusters Score -3613902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3613902.500000 Penalty: 11841.150391
	Iteration 59F: 3 clusters Score -3613902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -217813.281250 Penalty: 4273.584961
	Iteration 0F: 2 clusters Score -217813.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -213970.812500 Penalty: 8547.169922
	Iteration 0F: 3 clusters Score -213970.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -214680.031250 Penalty: 8547.169922
	Iteration 1F: 3 clusters Score -214680 nChanged 99
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: -215101.937500 Penalty: 8547.169922
	Iteration 2F: 3 clusters Score -215101.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -215429.625000 Penalty: 8547.169922
	Iteration 3F: 3 clusters Score -215429.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -215701.703125 Penalty: 8547.169922
	Iteration 4Q: 3 clusters Score -215701.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -215793.500000 Penalty: 8547.169922
	Iteration 5Q: 3 clusters Score -215793.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -215883.656250 Penalty: 8547.169922
	Iteration 6Q: 3 clusters Score -215883.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -215985.609375 Penalty: 8547.169922
	Iteration 7Q: 3 clusters Score -215985.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -216054.859375 Penalty: 8547.169922
	Iteration 8Q: 3 clusters Score -216054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -216078.390625 Penalty: 8547.169922
	Iteration 9Q: 3 clusters Score -216078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -216094.359375 Penalty: 8547.169922
	Iteration 10Q: 3 clusters Score -216094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -216127.484375 Penalty: 8547.169922
	Iteration 11Q: 3 clusters Score -216127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -216139.687500 Penalty: 8547.169922
	Iteration 12Q: 3 clusters Score -216139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -216143.031250 Penalty: 8547.169922
	Iteration 13Q: 3 clusters Score -216143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -216148.281250 Penalty: 8547.169922
	Iteration 14Q: 3 clusters Score -216148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -216149.265625 Penalty: 8547.169922
	Iteration 15F: 3 clusters Score -216149.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -216179.359375 Penalty: 8547.169922
	Iteration 16Q: 3 clusters Score -216179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -216189.812500 Penalty: 8547.169922
	Iteration 17Q: 3 clusters Score -216189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -216208.281250 Penalty: 8547.169922
	Iteration 18Q: 3 clusters Score -216208.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -216218.718750 Penalty: 8547.169922
	Iteration 19Q: 3 clusters Score -216218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -216222.468750 Penalty: 8547.169922
	Iteration 20F: 3 clusters Score -216222.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Entering Unmasked Estep 
Score: -7710379.500000 Penalty: 6384.084961
	Iteration 0F: 2 clusters Score -7710380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -7685369.500000 Penalty: 12768.169922
	Iteration 0F: 3 clusters Score -7685370 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -7693247.000000 Penalty: 12768.169922
	Iteration 1F: 3 clusters Score -7693247 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -7694446.000000 Penalty: 12768.169922
	Iteration 2F: 3 clusters Score -7694446 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -7695697.000000 Penalty: 12768.169922
	Iteration 3F: 3 clusters Score -7695697 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -7696992.000000 Penalty: 12768.169922
	Iteration 4F: 3 clusters Score -7696992 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -7698299.500000 Penalty: 12768.169922
	Iteration 5F: 3 clusters Score -7698300 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -7699382.000000 Penalty: 12768.169922
	Iteration 6F: 3 clusters Score -7699382 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -7700402.000000 Penalty: 12768.169922
	Iteration 7Q: 3 clusters Score -7700402 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -7701260.500000 Penalty: 12768.169922
	Iteration 8Q: 3 clusters Score -7701260 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -7701894.500000 Penalty: 12768.169922
	Iteration 9Q: 3 clusters Score -7701894 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -7702410.500000 Penalty: 12768.169922
	Iteration 10Q: 3 clusters Score -7702410 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -7702821.000000 Penalty: 12768.169922
	Iteration 11Q: 3 clusters Score -7702821 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -7703166.500000 Penalty: 12768.169922
	Iteration 12Q: 3 clusters Score -7703166 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -7703433.500000 Penalty: 12768.169922
	Iteration 13Q: 3 clusters Score -7703434 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -7703647.000000 Penalty: 12768.169922
	Iteration 14Q: 3 clusters Score -7703647 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -7703842.500000 Penalty: 12768.169922
	Iteration 15Q: 3 clusters Score -7703842 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -7703961.500000 Penalty: 12768.169922
	Iteration 16Q: 3 clusters Score -7703962 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -7704072.000000 Penalty: 12768.169922
	Iteration 17Q: 3 clusters Score -7704072 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -7704185.000000 Penalty: 12768.169922
	Iteration 18Q: 3 clusters Score -7704185 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -7704269.500000 Penalty: 12768.169922
	Iteration 19Q: 3 clusters Score -7704270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -7704330.000000 Penalty: 12768.169922
	Iteration 20F: 3 clusters Score -7704330 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -7704377.500000 Penalty: 12768.169922
	Iteration 21Q: 3 clusters Score -7704378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -7704416.000000 Penalty: 12768.169922
	Iteration 22Q: 3 clusters Score -7704416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -7704457.500000 Penalty: 12768.169922
	Iteration 23Q: 3 clusters Score -7704458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -7704493.000000 Penalty: 12768.169922
	Iteration 24Q: 3 clusters Score -7704493 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -7704523.000000 Penalty: 12768.169922
	Iteration 25Q: 3 clusters Score -7704523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -7704554.500000 Penalty: 12768.169922
	Iteration 26Q: 3 clusters Score -7704554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -7704591.500000 Penalty: 12768.169922
	Iteration 27Q: 3 clusters Score -7704592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -7704613.000000 Penalty: 12768.169922
	Iteration 28Q: 3 clusters Score -7704613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -7704628.000000 Penalty: 12768.169922
	Iteration 29Q: 3 clusters Score -7704628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -7704644.000000 Penalty: 12768.169922
	Iteration 30Q: 3 clusters Score -7704644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -7704644.500000 Penalty: 12768.169922
	Iteration 31Q: 3 clusters Score -7704644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -7704664.500000 Penalty: 12768.169922
	Iteration 32Q: 3 clusters Score -7704664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -7704682.500000 Penalty: 12768.169922
	Iteration 33Q: 3 clusters Score -7704682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -7704684.000000 Penalty: 12768.169922
	Iteration 34Q: 3 clusters Score -7704684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -7704696.500000 Penalty: 12768.169922
	Iteration 35Q: 3 clusters Score -7704696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -7704731.000000 Penalty: 12768.169922
	Iteration 36Q: 3 clusters Score -7704731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -7704736.000000 Penalty: 12768.169922
	Iteration 37Q: 3 clusters Score -7704736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -7704745.500000 Penalty: 12768.169922
	Iteration 38Q: 3 clusters Score -7704746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -7704746.500000 Penalty: 12768.169922
	Iteration 39Q: 3 clusters Score -7704746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -7704746.500000 Penalty: 12768.169922
	Iteration 40F: 3 clusters Score -7704746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -7704763.500000 Penalty: 12768.169922
	Iteration 41Q: 3 clusters Score -7704764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -7704756.000000 Penalty: 12768.169922
	Iteration 42Q: 3 clusters Score -7704756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -7704766.500000 Penalty: 12768.169922
	Iteration 43Q: 3 clusters Score -7704766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -7704780.500000 Penalty: 12768.169922
	Iteration 44Q: 3 clusters Score -7704780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -7704774.500000 Penalty: 12768.169922
	Iteration 45Q: 3 clusters Score -7704774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -7704778.500000 Penalty: 12768.169922
	Iteration 46Q: 3 clusters Score -7704778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -7704786.000000 Penalty: 12768.169922
	Iteration 47Q: 3 clusters Score -7704786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -7704790.500000 Penalty: 12768.169922
	Iteration 48Q: 3 clusters Score -7704790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -7704793.000000 Penalty: 12768.169922
	Iteration 49Q: 3 clusters Score -7704793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -7704782.000000 Penalty: 12768.169922
	Iteration 50Q: 3 clusters Score -7704782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -7704785.500000 Penalty: 12768.169922
	Iteration 51Q: 3 clusters Score -7704786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -7704790.500000 Penalty: 12768.169922
	Iteration 52Q: 3 clusters Score -7704790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -7704790.500000 Penalty: 12768.169922
	Iteration 53Q: 3 clusters Score -7704790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -7704794.000000 Penalty: 12768.169922
	Iteration 54Q: 3 clusters Score -7704794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -7704795.500000 Penalty: 12768.169922
	Iteration 55Q: 3 clusters Score -7704796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -7704793.500000 Penalty: 12768.169922
	Iteration 56Q: 3 clusters Score -7704794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7704798.000000 Penalty: 12768.169922
	Iteration 57Q: 3 clusters Score -7704798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -7704803.500000 Penalty: 12768.169922
	Iteration 58Q: 3 clusters Score -7704804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -7704800.000000 Penalty: 12768.169922
	Iteration 59Q: 3 clusters Score -7704800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -7704801.000000 Penalty: 12768.169922
	Iteration 60F: 3 clusters Score -7704801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -7704809.000000 Penalty: 12768.169922
	Iteration 61Q: 3 clusters Score -7704809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -7704807.500000 Penalty: 12768.169922
	Iteration 62Q: 3 clusters Score -7704808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -7704812.500000 Penalty: 12768.169922
	Iteration 63Q: 3 clusters Score -7704812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -7704806.000000 Penalty: 12768.169922
	Iteration 64Q: 3 clusters Score -7704806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -7704809.000000 Penalty: 12768.169922
	Iteration 65Q: 3 clusters Score -7704809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -7704807.000000 Penalty: 12768.169922
	Iteration 66Q: 3 clusters Score -7704807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -7704816.000000 Penalty: 12768.169922
	Iteration 67Q: 3 clusters Score -7704816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -7704818.500000 Penalty: 12768.169922
	Iteration 68Q: 3 clusters Score -7704818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -7704806.500000 Penalty: 12768.169922
	Iteration 69Q: 3 clusters Score -7704806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -7704811.000000 Penalty: 12768.169922
	Iteration 70Q: 3 clusters Score -7704811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -7704806.500000 Penalty: 12768.169922
	Iteration 71Q: 3 clusters Score -7704806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -7704817.000000 Penalty: 12768.169922
	Iteration 72Q: 3 clusters Score -7704817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -7704819.000000 Penalty: 12768.169922
	Iteration 73Q: 3 clusters Score -7704819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -7704828.000000 Penalty: 12768.169922
	Iteration 74Q: 3 clusters Score -7704828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -7704827.000000 Penalty: 12768.169922
	Iteration 75Q: 3 clusters Score -7704827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -7704820.500000 Penalty: 12768.169922
	Iteration 76Q: 3 clusters Score -7704820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -7704820.500000 Penalty: 12768.169922
	Iteration 77F: 3 clusters Score -7704820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (108701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108701 members 
Entering Unmasked Estep 
Score: -24963012.000000 Penalty: 7102.768066
	Iteration 0F: 2 clusters Score -2.496301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -24890466.000000 Penalty: 14205.536133
	Iteration 0F: 3 clusters Score -2.489047e+07 nChanged 49887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -24918292.000000 Penalty: 14205.536133
	Iteration 1F: 3 clusters Score -2.491829e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -24920148.000000 Penalty: 14205.536133
	Iteration 2Q: 3 clusters Score -2.492015e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -24922512.000000 Penalty: 14205.536133
	Iteration 3Q: 3 clusters Score -2.492251e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -24924908.000000 Penalty: 14205.536133
	Iteration 4Q: 3 clusters Score -2.492491e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -24927572.000000 Penalty: 14205.536133
	Iteration 5Q: 3 clusters Score -2.492757e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -24930712.000000 Penalty: 14205.536133
	Iteration 6F: 3 clusters Score -2.493071e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -24935162.000000 Penalty: 14205.536133
	Iteration 7F: 3 clusters Score -2.493516e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -24939968.000000 Penalty: 14205.536133
	Iteration 8F: 3 clusters Score -2.493997e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -24944516.000000 Penalty: 14205.536133
	Iteration 9F: 3 clusters Score -2.494452e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -24947578.000000 Penalty: 14205.536133
	Iteration 10F: 3 clusters Score -2.494758e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -24949246.000000 Penalty: 14205.536133
	Iteration 11Q: 3 clusters Score -2.494925e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -24950256.000000 Penalty: 14205.536133
	Iteration 12Q: 3 clusters Score -2.495026e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -24951236.000000 Penalty: 14205.536133
	Iteration 13Q: 3 clusters Score -2.495124e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -24952094.000000 Penalty: 14205.536133
	Iteration 14Q: 3 clusters Score -2.495209e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -24952736.000000 Penalty: 14205.536133
	Iteration 15Q: 3 clusters Score -2.495274e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -24953372.000000 Penalty: 14205.536133
	Iteration 16Q: 3 clusters Score -2.495337e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -24953966.000000 Penalty: 14205.536133
	Iteration 17Q: 3 clusters Score -2.495397e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -24954592.000000 Penalty: 14205.536133
	Iteration 18Q: 3 clusters Score -2.495459e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -24955346.000000 Penalty: 14205.536133
	Iteration 19Q: 3 clusters Score -2.495535e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -24955904.000000 Penalty: 14205.536133
	Iteration 20F: 3 clusters Score -2.49559e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -24956282.000000 Penalty: 14205.536133
	Iteration 21Q: 3 clusters Score -2.495628e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -24956656.000000 Penalty: 14205.536133
	Iteration 22Q: 3 clusters Score -2.495666e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -24956922.000000 Penalty: 14205.536133
	Iteration 23Q: 3 clusters Score -2.495692e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -24957178.000000 Penalty: 14205.536133
	Iteration 24Q: 3 clusters Score -2.495718e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -24957372.000000 Penalty: 14205.536133
	Iteration 25Q: 3 clusters Score -2.495737e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -24957570.000000 Penalty: 14205.536133
	Iteration 26Q: 3 clusters Score -2.495757e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -24957770.000000 Penalty: 14205.536133
	Iteration 27Q: 3 clusters Score -2.495777e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -24957948.000000 Penalty: 14205.536133
	Iteration 28Q: 3 clusters Score -2.495795e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -24957986.000000 Penalty: 14205.536133
	Iteration 29Q: 3 clusters Score -2.495799e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -24958020.000000 Penalty: 14205.536133
	Iteration 30Q: 3 clusters Score -2.495802e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -24958138.000000 Penalty: 14205.536133
	Iteration 31Q: 3 clusters Score -2.495814e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -24958314.000000 Penalty: 14205.536133
	Iteration 32Q: 3 clusters Score -2.495831e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -24958440.000000 Penalty: 14205.536133
	Iteration 33Q: 3 clusters Score -2.495844e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -24958502.000000 Penalty: 14205.536133
	Iteration 34Q: 3 clusters Score -2.49585e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -24958638.000000 Penalty: 14205.536133
	Iteration 35Q: 3 clusters Score -2.495864e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83924 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -24958814.000000 Penalty: 14205.536133
	Iteration 36Q: 3 clusters Score -2.495881e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -24958850.000000 Penalty: 14205.536133
	Iteration 37Q: 3 clusters Score -2.495885e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -24958918.000000 Penalty: 14205.536133
	Iteration 38Q: 3 clusters Score -2.495892e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -24959036.000000 Penalty: 14205.536133
	Iteration 39Q: 3 clusters Score -2.495904e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -24959098.000000 Penalty: 14205.536133
	Iteration 40F: 3 clusters Score -2.49591e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -24959152.000000 Penalty: 14205.536133
	Iteration 41Q: 3 clusters Score -2.495915e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -24959172.000000 Penalty: 14205.536133
	Iteration 42Q: 3 clusters Score -2.495917e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -24959212.000000 Penalty: 14205.536133
	Iteration 43Q: 3 clusters Score -2.495921e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -24959202.000000 Penalty: 14205.536133
	Iteration 44Q: 3 clusters Score -2.49592e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -24959240.000000 Penalty: 14205.536133
	Iteration 45Q: 3 clusters Score -2.495924e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -24959226.000000 Penalty: 14205.536133
	Iteration 46Q: 3 clusters Score -2.495923e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -24959328.000000 Penalty: 14205.536133
	Iteration 47Q: 3 clusters Score -2.495933e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -24959294.000000 Penalty: 14205.536133
	Iteration 48Q: 3 clusters Score -2.495929e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -24959338.000000 Penalty: 14205.536133
	Iteration 49Q: 3 clusters Score -2.495934e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -24959340.000000 Penalty: 14205.536133
	Iteration 50Q: 3 clusters Score -2.495934e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88014 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -24959356.000000 Penalty: 14205.536133
	Iteration 51Q: 3 clusters Score -2.495936e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -24959338.000000 Penalty: 14205.536133
	Iteration 52Q: 3 clusters Score -2.495934e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88206 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -24959306.000000 Penalty: 14205.536133
	Iteration 53Q: 3 clusters Score -2.495931e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -24959314.000000 Penalty: 14205.536133
	Iteration 54Q: 3 clusters Score -2.495931e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -24959320.000000 Penalty: 14205.536133
	Iteration 55Q: 3 clusters Score -2.495932e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -24959326.000000 Penalty: 14205.536133
	Iteration 56Q: 3 clusters Score -2.495933e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -24959342.000000 Penalty: 14205.536133
	Iteration 57Q: 3 clusters Score -2.495934e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -24959356.000000 Penalty: 14205.536133
	Iteration 58Q: 3 clusters Score -2.495936e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -24959368.000000 Penalty: 14205.536133
	Iteration 59Q: 3 clusters Score -2.495937e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -24959364.000000 Penalty: 14205.536133
	Iteration 60F: 3 clusters Score -2.495936e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -24959400.000000 Penalty: 14205.536133
	Iteration 61Q: 3 clusters Score -2.49594e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -24959374.000000 Penalty: 14205.536133
	Iteration 62Q: 3 clusters Score -2.495937e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -24959376.000000 Penalty: 14205.536133
	Iteration 63Q: 3 clusters Score -2.495938e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -24959378.000000 Penalty: 14205.536133
	Iteration 64Q: 3 clusters Score -2.495938e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -24959332.000000 Penalty: 14205.536133
	Iteration 65Q: 3 clusters Score -2.495933e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -24959376.000000 Penalty: 14205.536133
	Iteration 66Q: 3 clusters Score -2.495938e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89177 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -24959356.000000 Penalty: 14205.536133
	Iteration 67Q: 3 clusters Score -2.495936e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -24959368.000000 Penalty: 14205.536133
	Iteration 68Q: 3 clusters Score -2.495937e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -24959436.000000 Penalty: 14205.536133
	Iteration 69Q: 3 clusters Score -2.495944e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -24959450.000000 Penalty: 14205.536133
	Iteration 70Q: 3 clusters Score -2.495945e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -24959526.000000 Penalty: 14205.536133
	Iteration 71Q: 3 clusters Score -2.495953e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -24959492.000000 Penalty: 14205.536133
	Iteration 72Q: 3 clusters Score -2.495949e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -24959504.000000 Penalty: 14205.536133
	Iteration 73Q: 3 clusters Score -2.49595e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -24959540.000000 Penalty: 14205.536133
	Iteration 74Q: 3 clusters Score -2.495954e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89761 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -24959540.000000 Penalty: 14205.536133
	Iteration 75Q: 3 clusters Score -2.495954e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -24959528.000000 Penalty: 14205.536133
	Iteration 76Q: 3 clusters Score -2.495953e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -24959518.000000 Penalty: 14205.536133
	Iteration 77Q: 3 clusters Score -2.495952e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -24959504.000000 Penalty: 14205.536133
	Iteration 78Q: 3 clusters Score -2.49595e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -24959502.000000 Penalty: 14205.536133
	Iteration 79Q: 3 clusters Score -2.49595e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -24959468.000000 Penalty: 14205.536133
	Iteration 80F: 3 clusters Score -2.495947e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -24959474.000000 Penalty: 14205.536133
	Iteration 81Q: 3 clusters Score -2.495947e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90168 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -24959486.000000 Penalty: 14205.536133
	Iteration 82Q: 3 clusters Score -2.495949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -24959504.000000 Penalty: 14205.536133
	Iteration 83Q: 3 clusters Score -2.49595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -24959496.000000 Penalty: 14205.536133
	Iteration 84Q: 3 clusters Score -2.49595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -24959520.000000 Penalty: 14205.536133
	Iteration 85Q: 3 clusters Score -2.495952e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -24959510.000000 Penalty: 14205.536133
	Iteration 86Q: 3 clusters Score -2.495951e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -24959518.000000 Penalty: 14205.536133
	Iteration 87Q: 3 clusters Score -2.495952e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -24959508.000000 Penalty: 14205.536133
	Iteration 88Q: 3 clusters Score -2.495951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90391 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -24959496.000000 Penalty: 14205.536133
	Iteration 89Q: 3 clusters Score -2.49595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90419 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -24959504.000000 Penalty: 14205.536133
	Iteration 90Q: 3 clusters Score -2.49595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -24959492.000000 Penalty: 14205.536133
	Iteration 91Q: 3 clusters Score -2.495949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90468 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -24959504.000000 Penalty: 14205.536133
	Iteration 92Q: 3 clusters Score -2.49595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -24959486.000000 Penalty: 14205.536133
	Iteration 93Q: 3 clusters Score -2.495949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -24959492.000000 Penalty: 14205.536133
	Iteration 94Q: 3 clusters Score -2.495949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -24959488.000000 Penalty: 14205.536133
	Iteration 95Q: 3 clusters Score -2.495949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -24959484.000000 Penalty: 14205.536133
	Iteration 96Q: 3 clusters Score -2.495948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90553 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -24959504.000000 Penalty: 14205.536133
	Iteration 97Q: 3 clusters Score -2.49595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -24959526.000000 Penalty: 14205.536133
	Iteration 98Q: 3 clusters Score -2.495953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -24959518.000000 Penalty: 14205.536133
	Iteration 99Q: 3 clusters Score -2.495952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -24959536.000000 Penalty: 14205.536133
	Iteration 100F: 3 clusters Score -2.495954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -24959516.000000 Penalty: 14205.536133
	Iteration 101Q: 3 clusters Score -2.495952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -24959530.000000 Penalty: 14205.536133
	Iteration 102Q: 3 clusters Score -2.495953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -24959522.000000 Penalty: 14205.536133
	Iteration 103Q: 3 clusters Score -2.495952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -24959526.000000 Penalty: 14205.536133
	Iteration 104Q: 3 clusters Score -2.495953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -24959524.000000 Penalty: 14205.536133
	Iteration 105Q: 3 clusters Score -2.495952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -24959512.000000 Penalty: 14205.536133
	Iteration 106Q: 3 clusters Score -2.495951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -24959510.000000 Penalty: 14205.536133
	Iteration 107Q: 3 clusters Score -2.495951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -24959508.000000 Penalty: 14205.536133
	Iteration 108Q: 3 clusters Score -2.495951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90740 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -24959514.000000 Penalty: 14205.536133
	Iteration 109Q: 3 clusters Score -2.495951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -24959510.000000 Penalty: 14205.536133
	Iteration 110Q: 3 clusters Score -2.495951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -24959506.000000 Penalty: 14205.536133
	Iteration 111Q: 3 clusters Score -2.495951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -24959532.000000 Penalty: 14205.536133
	Iteration 112Q: 3 clusters Score -2.495953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -24959520.000000 Penalty: 14205.536133
	Iteration 113Q: 3 clusters Score -2.495952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -24959534.000000 Penalty: 14205.536133
	Iteration 114Q: 3 clusters Score -2.495953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -24959542.000000 Penalty: 14205.536133
	Iteration 115Q: 3 clusters Score -2.495954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -24959526.000000 Penalty: 14205.536133
	Iteration 116Q: 3 clusters Score -2.495953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -24959526.000000 Penalty: 14205.536133
	Iteration 117Q: 3 clusters Score -2.495953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -24959526.000000 Penalty: 14205.536133
	Iteration 118Q: 3 clusters Score -2.495953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -24959508.000000 Penalty: 14205.536133
	Iteration 119Q: 3 clusters Score -2.495951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -24959516.000000 Penalty: 14205.536133
	Iteration 120F: 3 clusters Score -2.495952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -24959520.000000 Penalty: 14205.536133
	Iteration 121Q: 3 clusters Score -2.495952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -24959532.000000 Penalty: 14205.536133
	Iteration 122Q: 3 clusters Score -2.495953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -24959512.000000 Penalty: 14205.536133
	Iteration 123Q: 3 clusters Score -2.495951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -24959530.000000 Penalty: 14205.536133
	Iteration 124Q: 3 clusters Score -2.495953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90826 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -24959532.000000 Penalty: 14205.536133
	Iteration 125Q: 3 clusters Score -2.495953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -24959536.000000 Penalty: 14205.536133
	Iteration 126Q: 3 clusters Score -2.495954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -24959522.000000 Penalty: 14205.536133
	Iteration 127Q: 3 clusters Score -2.495952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90848 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -24959526.000000 Penalty: 14205.536133
	Iteration 128Q: 3 clusters Score -2.495953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -24959526.000000 Penalty: 14205.536133
	Iteration 129Q: 3 clusters Score -2.495953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -24959532.000000 Penalty: 14205.536133
	Iteration 130Q: 3 clusters Score -2.495953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -24959522.000000 Penalty: 14205.536133
	Iteration 131Q: 3 clusters Score -2.495952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -24959530.000000 Penalty: 14205.536133
	Iteration 132Q: 3 clusters Score -2.495953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -24959532.000000 Penalty: 14205.536133
	Iteration 133Q: 3 clusters Score -2.495953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -24959542.000000 Penalty: 14205.536133
	Iteration 134Q: 3 clusters Score -2.495954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90903 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -24959548.000000 Penalty: 14205.536133
	Iteration 135Q: 3 clusters Score -2.495955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -24959558.000000 Penalty: 14205.536133
	Iteration 136Q: 3 clusters Score -2.495956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -24959542.000000 Penalty: 14205.536133
	Iteration 137Q: 3 clusters Score -2.495954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -24959520.000000 Penalty: 14205.536133
	Iteration 138Q: 3 clusters Score -2.495952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -24959520.000000 Penalty: 14205.536133
	Iteration 139Q: 3 clusters Score -2.495952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -24959550.000000 Penalty: 14205.536133
	Iteration 140F: 3 clusters Score -2.495955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -24959550.000000 Penalty: 14205.536133
	Iteration 141Q: 3 clusters Score -2.495955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -24959540.000000 Penalty: 14205.536133
	Iteration 142Q: 3 clusters Score -2.495954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90969 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -24959540.000000 Penalty: 14205.536133
	Iteration 143Q: 3 clusters Score -2.495954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -24959532.000000 Penalty: 14205.536133
	Iteration 144Q: 3 clusters Score -2.495953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90974 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -24959532.000000 Penalty: 14205.536133
	Iteration 145Q: 3 clusters Score -2.495953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90976 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -24959526.000000 Penalty: 14205.536133
	Iteration 146Q: 3 clusters Score -2.495953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -24959542.000000 Penalty: 14205.536133
	Iteration 147Q: 3 clusters Score -2.495954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90980 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -24959536.000000 Penalty: 14205.536133
	Iteration 148Q: 3 clusters Score -2.495954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -24959540.000000 Penalty: 14205.536133
	Iteration 149Q: 3 clusters Score -2.495954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -24959540.000000 Penalty: 14205.536133
	Iteration 150Q: 3 clusters Score -2.495954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -24959528.000000 Penalty: 14205.536133
	Iteration 151Q: 3 clusters Score -2.495953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -24959534.000000 Penalty: 14205.536133
	Iteration 152Q: 3 clusters Score -2.495953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -24959534.000000 Penalty: 14205.536133
	Iteration 153F: 3 clusters Score -2.495953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Entering Unmasked Estep 
Score: -14532774.000000 Penalty: 6774.071289
	Iteration 0F: 2 clusters Score -1.453277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -14488203.000000 Penalty: 13548.142578
	Iteration 0F: 3 clusters Score -1.44882e+07 nChanged 28493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -14503437.000000 Penalty: 13548.142578
	Iteration 1F: 3 clusters Score -1.450344e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -14504462.000000 Penalty: 13548.142578
	Iteration 2Q: 3 clusters Score -1.450446e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -14505271.000000 Penalty: 13548.142578
	Iteration 3Q: 3 clusters Score -1.450527e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -14505937.000000 Penalty: 13548.142578
	Iteration 4Q: 3 clusters Score -1.450594e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -14506422.000000 Penalty: 13548.142578
	Iteration 5Q: 3 clusters Score -1.450642e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -14506968.000000 Penalty: 13548.142578
	Iteration 6Q: 3 clusters Score -1.450697e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -14507419.000000 Penalty: 13548.142578
	Iteration 7Q: 3 clusters Score -1.450742e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -14508003.000000 Penalty: 13548.142578
	Iteration 8Q: 3 clusters Score -1.4508e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -14508673.000000 Penalty: 13548.142578
	Iteration 9Q: 3 clusters Score -1.450867e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -14509576.000000 Penalty: 13548.142578
	Iteration 10Q: 3 clusters Score -1.450958e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -14510954.000000 Penalty: 13548.142578
	Iteration 11Q: 3 clusters Score -1.451095e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -14512607.000000 Penalty: 13548.142578
	Iteration 12Q: 3 clusters Score -1.451261e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -14514508.000000 Penalty: 13548.142578
	Iteration 13F: 3 clusters Score -1.451451e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -14517073.000000 Penalty: 13548.142578
	Iteration 14F: 3 clusters Score -1.451707e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -14519778.000000 Penalty: 13548.142578
	Iteration 15F: 3 clusters Score -1.451978e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -14522173.000000 Penalty: 13548.142578
	Iteration 16Q: 3 clusters Score -1.452217e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -14523814.000000 Penalty: 13548.142578
	Iteration 17Q: 3 clusters Score -1.452381e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -14524967.000000 Penalty: 13548.142578
	Iteration 18Q: 3 clusters Score -1.452497e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -14525656.000000 Penalty: 13548.142578
	Iteration 19Q: 3 clusters Score -1.452566e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -14526087.000000 Penalty: 13548.142578
	Iteration 20F: 3 clusters Score -1.452609e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -14526380.000000 Penalty: 13548.142578
	Iteration 21Q: 3 clusters Score -1.452638e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -14526544.000000 Penalty: 13548.142578
	Iteration 22Q: 3 clusters Score -1.452654e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -14526656.000000 Penalty: 13548.142578
	Iteration 23Q: 3 clusters Score -1.452666e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -14526719.000000 Penalty: 13548.142578
	Iteration 24Q: 3 clusters Score -1.452672e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14526786.000000 Penalty: 13548.142578
	Iteration 25Q: 3 clusters Score -1.452679e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14526866.000000 Penalty: 13548.142578
	Iteration 26Q: 3 clusters Score -1.452687e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -14526874.000000 Penalty: 13548.142578
	Iteration 27Q: 3 clusters Score -1.452687e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -14526929.000000 Penalty: 13548.142578
	Iteration 28Q: 3 clusters Score -1.452693e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -14526974.000000 Penalty: 13548.142578
	Iteration 29Q: 3 clusters Score -1.452697e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -14526994.000000 Penalty: 13548.142578
	Iteration 30Q: 3 clusters Score -1.452699e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -14527013.000000 Penalty: 13548.142578
	Iteration 31Q: 3 clusters Score -1.452701e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -14527013.000000 Penalty: 13548.142578
	Iteration 32Q: 3 clusters Score -1.452701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14527027.000000 Penalty: 13548.142578
	Iteration 33Q: 3 clusters Score -1.452703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -14527051.000000 Penalty: 13548.142578
	Iteration 34Q: 3 clusters Score -1.452705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -14527062.000000 Penalty: 13548.142578
	Iteration 35Q: 3 clusters Score -1.452706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -14527069.000000 Penalty: 13548.142578
	Iteration 36Q: 3 clusters Score -1.452707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -14527061.000000 Penalty: 13548.142578
	Iteration 37Q: 3 clusters Score -1.452706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -14527072.000000 Penalty: 13548.142578
	Iteration 38Q: 3 clusters Score -1.452707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -14527068.000000 Penalty: 13548.142578
	Iteration 39Q: 3 clusters Score -1.452707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -14527070.000000 Penalty: 13548.142578
	Iteration 40F: 3 clusters Score -1.452707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14527065.000000 Penalty: 13548.142578
	Iteration 41Q: 3 clusters Score -1.452706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -14527066.000000 Penalty: 13548.142578
	Iteration 42Q: 3 clusters Score -1.452707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14527066.000000 Penalty: 13548.142578
	Iteration 43Q: 3 clusters Score -1.452707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14527058.000000 Penalty: 13548.142578
	Iteration 44Q: 3 clusters Score -1.452706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14527089.000000 Penalty: 13548.142578
	Iteration 45Q: 3 clusters Score -1.452709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14527083.000000 Penalty: 13548.142578
	Iteration 46Q: 3 clusters Score -1.452708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14527090.000000 Penalty: 13548.142578
	Iteration 47Q: 3 clusters Score -1.452709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -14527094.000000 Penalty: 13548.142578
	Iteration 48Q: 3 clusters Score -1.452709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -14527094.000000 Penalty: 13548.142578
	Iteration 49Q: 3 clusters Score -1.452709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -14527094.000000 Penalty: 13548.142578
	Iteration 50Q: 3 clusters Score -1.452709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -14527094.000000 Penalty: 13548.142578
	Iteration 51Q: 3 clusters Score -1.452709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -14527094.000000 Penalty: 13548.142578
	Iteration 52F: 3 clusters Score -1.452709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Entering Unmasked Estep 
Score: -3044947.500000 Penalty: 5838.209961
	Iteration 0F: 2 clusters Score -3044948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3032306.250000 Penalty: 11676.419922
	Iteration 0F: 3 clusters Score -3032306 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3035309.250000 Penalty: 11676.419922
	Iteration 1F: 3 clusters Score -3035309 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3035885.500000 Penalty: 11676.419922
	Iteration 2F: 3 clusters Score -3035886 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3036252.000000 Penalty: 11676.419922
	Iteration 3F: 3 clusters Score -3036252 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3036532.250000 Penalty: 11676.419922
	Iteration 4Q: 3 clusters Score -3036532 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3036776.250000 Penalty: 11676.419922
	Iteration 5Q: 3 clusters Score -3036776 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -3036950.750000 Penalty: 11676.419922
	Iteration 6Q: 3 clusters Score -3036951 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3037147.750000 Penalty: 11676.419922
	Iteration 7Q: 3 clusters Score -3037148 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3037311.500000 Penalty: 11676.419922
	Iteration 8Q: 3 clusters Score -3037312 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3037484.250000 Penalty: 11676.419922
	Iteration 9Q: 3 clusters Score -3037484 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3037665.500000 Penalty: 11676.419922
	Iteration 10Q: 3 clusters Score -3037666 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3037842.500000 Penalty: 11676.419922
	Iteration 11Q: 3 clusters Score -3037842 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3038004.500000 Penalty: 11676.419922
	Iteration 12Q: 3 clusters Score -3038004 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3038176.250000 Penalty: 11676.419922
	Iteration 13Q: 3 clusters Score -3038176 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3038356.250000 Penalty: 11676.419922
	Iteration 14Q: 3 clusters Score -3038356 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3038542.250000 Penalty: 11676.419922
	Iteration 15Q: 3 clusters Score -3038542 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3038716.500000 Penalty: 11676.419922
	Iteration 16Q: 3 clusters Score -3038716 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3038907.250000 Penalty: 11676.419922
	Iteration 17Q: 3 clusters Score -3038907 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3039080.250000 Penalty: 11676.419922
	Iteration 18Q: 3 clusters Score -3039080 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3039249.500000 Penalty: 11676.419922
	Iteration 19Q: 3 clusters Score -3039250 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3039365.750000 Penalty: 11676.419922
	Iteration 20F: 3 clusters Score -3039366 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3039508.000000 Penalty: 11676.419922
	Iteration 21Q: 3 clusters Score -3039508 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3039633.750000 Penalty: 11676.419922
	Iteration 22Q: 3 clusters Score -3039634 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3039786.000000 Penalty: 11676.419922
	Iteration 23Q: 3 clusters Score -3039786 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3039918.250000 Penalty: 11676.419922
	Iteration 24Q: 3 clusters Score -3039918 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3040057.750000 Penalty: 11676.419922
	Iteration 25Q: 3 clusters Score -3040058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3040225.750000 Penalty: 11676.419922
	Iteration 26Q: 3 clusters Score -3040226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3040382.000000 Penalty: 11676.419922
	Iteration 27Q: 3 clusters Score -3040382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3040529.250000 Penalty: 11676.419922
	Iteration 28Q: 3 clusters Score -3040529 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3040662.250000 Penalty: 11676.419922
	Iteration 29Q: 3 clusters Score -3040662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3040752.000000 Penalty: 11676.419922
	Iteration 30Q: 3 clusters Score -3040752 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3040838.000000 Penalty: 11676.419922
	Iteration 31Q: 3 clusters Score -3040838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3040909.000000 Penalty: 11676.419922
	Iteration 32Q: 3 clusters Score -3040909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3040964.000000 Penalty: 11676.419922
	Iteration 33Q: 3 clusters Score -3040964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3041011.500000 Penalty: 11676.419922
	Iteration 34Q: 3 clusters Score -3041012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3041025.500000 Penalty: 11676.419922
	Iteration 35Q: 3 clusters Score -3041026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3041046.750000 Penalty: 11676.419922
	Iteration 36Q: 3 clusters Score -3041047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3041046.250000 Penalty: 11676.419922
	Iteration 37Q: 3 clusters Score -3041046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3041053.750000 Penalty: 11676.419922
	Iteration 38Q: 3 clusters Score -3041054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3041061.250000 Penalty: 11676.419922
	Iteration 39Q: 3 clusters Score -3041061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3041064.000000 Penalty: 11676.419922
	Iteration 40F: 3 clusters Score -3041064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3041067.250000 Penalty: 11676.419922
	Iteration 41Q: 3 clusters Score -3041067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3041072.000000 Penalty: 11676.419922
	Iteration 42Q: 3 clusters Score -3041072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3041077.000000 Penalty: 11676.419922
	Iteration 43Q: 3 clusters Score -3041077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3041074.750000 Penalty: 11676.419922
	Iteration 44Q: 3 clusters Score -3041075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3041078.750000 Penalty: 11676.419922
	Iteration 45Q: 3 clusters Score -3041079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3041078.750000 Penalty: 11676.419922
	Iteration 46F: 3 clusters Score -3041079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (125727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125727 members 
Entering Unmasked Estep 
Score: -28724844.000000 Penalty: 7191.894043
	Iteration 0F: 2 clusters Score -2.872484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -28642742.000000 Penalty: 14383.788086
	Iteration 0F: 3 clusters Score -2.864274e+07 nChanged 57785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -28674868.000000 Penalty: 14383.788086
	Iteration 1F: 3 clusters Score -2.867487e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -28676048.000000 Penalty: 14383.788086
	Iteration 2Q: 3 clusters Score -2.867605e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -28677400.000000 Penalty: 14383.788086
	Iteration 3Q: 3 clusters Score -2.86774e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -28678884.000000 Penalty: 14383.788086
	Iteration 4Q: 3 clusters Score -2.867888e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -28680568.000000 Penalty: 14383.788086
	Iteration 5Q: 3 clusters Score -2.868057e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -28682486.000000 Penalty: 14383.788086
	Iteration 6Q: 3 clusters Score -2.868249e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -28684528.000000 Penalty: 14383.788086
	Iteration 7Q: 3 clusters Score -2.868453e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -28686538.000000 Penalty: 14383.788086
	Iteration 8Q: 3 clusters Score -2.868654e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 71627 members 
Entering Unmasked Estep 
Score: -28688704.000000 Penalty: 14383.788086
	Iteration 9Q: 3 clusters Score -2.86887e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -28690786.000000 Penalty: 14383.788086
	Iteration 10Q: 3 clusters Score -2.869079e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -28693090.000000 Penalty: 14383.788086
	Iteration 11Q: 3 clusters Score -2.869309e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -28695196.000000 Penalty: 14383.788086
	Iteration 12Q: 3 clusters Score -2.86952e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -28697496.000000 Penalty: 14383.788086
	Iteration 13Q: 3 clusters Score -2.86975e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -28699614.000000 Penalty: 14383.788086
	Iteration 14Q: 3 clusters Score -2.869961e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -28701772.000000 Penalty: 14383.788086
	Iteration 15Q: 3 clusters Score -2.870177e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -28703936.000000 Penalty: 14383.788086
	Iteration 16Q: 3 clusters Score -2.870394e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -28706100.000000 Penalty: 14383.788086
	Iteration 17Q: 3 clusters Score -2.87061e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 100797 members 
Entering Unmasked Estep 
Score: -28708234.000000 Penalty: 14383.788086
	Iteration 18Q: 3 clusters Score -2.870823e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -28709712.000000 Penalty: 14383.788086
	Iteration 19Q: 3 clusters Score -2.870971e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 106015 members 
Entering Unmasked Estep 
Score: -28711286.000000 Penalty: 14383.788086
	Iteration 20F: 3 clusters Score -2.871129e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -28712520.000000 Penalty: 14383.788086
	Iteration 21Q: 3 clusters Score -2.871252e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 110281 members 
Entering Unmasked Estep 
Score: -28713522.000000 Penalty: 14383.788086
	Iteration 22Q: 3 clusters Score -2.871352e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 112131 members 
Entering Unmasked Estep 
Score: -28714552.000000 Penalty: 14383.788086
	Iteration 23Q: 3 clusters Score -2.871455e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -28715396.000000 Penalty: 14383.788086
	Iteration 24Q: 3 clusters Score -2.87154e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 115253 members 
Entering Unmasked Estep 
Score: -28715996.000000 Penalty: 14383.788086
	Iteration 25Q: 3 clusters Score -2.8716e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 116509 members 
Entering Unmasked Estep 
Score: -28716436.000000 Penalty: 14383.788086
	Iteration 26Q: 3 clusters Score -2.871644e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 117596 members 
Entering Unmasked Estep 
Score: -28716914.000000 Penalty: 14383.788086
	Iteration 27Q: 3 clusters Score -2.871691e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 118541 members 
Entering Unmasked Estep 
Score: -28717154.000000 Penalty: 14383.788086
	Iteration 28Q: 3 clusters Score -2.871715e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -28717410.000000 Penalty: 14383.788086
	Iteration 29Q: 3 clusters Score -2.871741e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 119935 members 
Entering Unmasked Estep 
Score: -28717632.000000 Penalty: 14383.788086
	Iteration 30Q: 3 clusters Score -2.871763e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 120471 members 
Entering Unmasked Estep 
Score: -28717798.000000 Penalty: 14383.788086
	Iteration 31Q: 3 clusters Score -2.87178e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 120899 members 
Entering Unmasked Estep 
Score: -28717962.000000 Penalty: 14383.788086
	Iteration 32Q: 3 clusters Score -2.871796e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 121268 members 
Entering Unmasked Estep 
Score: -28718052.000000 Penalty: 14383.788086
	Iteration 33Q: 3 clusters Score -2.871805e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 121568 members 
Entering Unmasked Estep 
Score: -28718170.000000 Penalty: 14383.788086
	Iteration 34Q: 3 clusters Score -2.871817e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -28718270.000000 Penalty: 14383.788086
	Iteration 35Q: 3 clusters Score -2.871827e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 122017 members 
Entering Unmasked Estep 
Score: -28718380.000000 Penalty: 14383.788086
	Iteration 36Q: 3 clusters Score -2.871838e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 122200 members 
Entering Unmasked Estep 
Score: -28718448.000000 Penalty: 14383.788086
	Iteration 37Q: 3 clusters Score -2.871845e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 122355 members 
Entering Unmasked Estep 
Score: -28718554.000000 Penalty: 14383.788086
	Iteration 38Q: 3 clusters Score -2.871855e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 122484 members 
Entering Unmasked Estep 
Score: -28718616.000000 Penalty: 14383.788086
	Iteration 39Q: 3 clusters Score -2.871862e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 122579 members 
Entering Unmasked Estep 
Score: -28718668.000000 Penalty: 14383.788086
	Iteration 40F: 3 clusters Score -2.871867e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 122666 members 
Entering Unmasked Estep 
Score: -28718676.000000 Penalty: 14383.788086
	Iteration 41Q: 3 clusters Score -2.871868e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 122734 members 
Entering Unmasked Estep 
Score: -28718714.000000 Penalty: 14383.788086
	Iteration 42Q: 3 clusters Score -2.871871e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 122785 members 
Entering Unmasked Estep 
Score: -28718710.000000 Penalty: 14383.788086
	Iteration 43Q: 3 clusters Score -2.871871e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 122838 members 
Entering Unmasked Estep 
Score: -28718738.000000 Penalty: 14383.788086
	Iteration 44Q: 3 clusters Score -2.871874e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 122880 members 
Entering Unmasked Estep 
Score: -28718770.000000 Penalty: 14383.788086
	Iteration 45Q: 3 clusters Score -2.871877e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 122921 members 
Entering Unmasked Estep 
Score: -28718812.000000 Penalty: 14383.788086
	Iteration 46Q: 3 clusters Score -2.871881e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 122958 members 
Entering Unmasked Estep 
Score: -28718786.000000 Penalty: 14383.788086
	Iteration 47Q: 3 clusters Score -2.871879e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 122992 members 
Entering Unmasked Estep 
Score: -28718812.000000 Penalty: 14383.788086
	Iteration 48Q: 3 clusters Score -2.871881e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 123019 members 
Entering Unmasked Estep 
Score: -28718842.000000 Penalty: 14383.788086
	Iteration 49Q: 3 clusters Score -2.871884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 123043 members 
Entering Unmasked Estep 
Score: -28718878.000000 Penalty: 14383.788086
	Iteration 50Q: 3 clusters Score -2.871888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 123061 members 
Entering Unmasked Estep 
Score: -28718870.000000 Penalty: 14383.788086
	Iteration 51Q: 3 clusters Score -2.871887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 123078 members 
Entering Unmasked Estep 
Score: -28718902.000000 Penalty: 14383.788086
	Iteration 52Q: 3 clusters Score -2.87189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 123090 members 
Entering Unmasked Estep 
Score: -28718904.000000 Penalty: 14383.788086
	Iteration 53Q: 3 clusters Score -2.87189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 123101 members 
Entering Unmasked Estep 
Score: -28718918.000000 Penalty: 14383.788086
	Iteration 54Q: 3 clusters Score -2.871892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 123114 members 
Entering Unmasked Estep 
Score: -28718928.000000 Penalty: 14383.788086
	Iteration 55Q: 3 clusters Score -2.871893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 123129 members 
Entering Unmasked Estep 
Score: -28718936.000000 Penalty: 14383.788086
	Iteration 56Q: 3 clusters Score -2.871894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
Score: -28718930.000000 Penalty: 14383.788086
	Iteration 57Q: 3 clusters Score -2.871893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -28718922.000000 Penalty: 14383.788086
	Iteration 58Q: 3 clusters Score -2.871892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 123150 members 
Entering Unmasked Estep 
Score: -28718914.000000 Penalty: 14383.788086
	Iteration 59Q: 3 clusters Score -2.871891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 123158 members 
Entering Unmasked Estep 
Score: -28718928.000000 Penalty: 14383.788086
	Iteration 60F: 3 clusters Score -2.871893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 123169 members 
Entering Unmasked Estep 
Score: -28718914.000000 Penalty: 14383.788086
	Iteration 61Q: 3 clusters Score -2.871891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 123182 members 
Entering Unmasked Estep 
Score: -28718936.000000 Penalty: 14383.788086
	Iteration 62Q: 3 clusters Score -2.871894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 123196 members 
Entering Unmasked Estep 
Score: -28718916.000000 Penalty: 14383.788086
	Iteration 63Q: 3 clusters Score -2.871892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 123207 members 
Entering Unmasked Estep 
Score: -28718944.000000 Penalty: 14383.788086
	Iteration 64Q: 3 clusters Score -2.871894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -28718950.000000 Penalty: 14383.788086
	Iteration 65Q: 3 clusters Score -2.871895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 123225 members 
Entering Unmasked Estep 
Score: -28718972.000000 Penalty: 14383.788086
	Iteration 66Q: 3 clusters Score -2.871897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -28718944.000000 Penalty: 14383.788086
	Iteration 67Q: 3 clusters Score -2.871894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 123252 members 
Entering Unmasked Estep 
Score: -28718972.000000 Penalty: 14383.788086
	Iteration 68Q: 3 clusters Score -2.871897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 123259 members 
Entering Unmasked Estep 
Score: -28718948.000000 Penalty: 14383.788086
	Iteration 69Q: 3 clusters Score -2.871895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 123274 members 
Entering Unmasked Estep 
Score: -28718968.000000 Penalty: 14383.788086
	Iteration 70Q: 3 clusters Score -2.871897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 123282 members 
Entering Unmasked Estep 
Score: -28718972.000000 Penalty: 14383.788086
	Iteration 71Q: 3 clusters Score -2.871897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 123289 members 
Entering Unmasked Estep 
Score: -28718968.000000 Penalty: 14383.788086
	Iteration 72Q: 3 clusters Score -2.871897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 123303 members 
Entering Unmasked Estep 
Score: -28718970.000000 Penalty: 14383.788086
	Iteration 73Q: 3 clusters Score -2.871897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 123315 members 
Entering Unmasked Estep 
Score: -28718958.000000 Penalty: 14383.788086
	Iteration 74Q: 3 clusters Score -2.871896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 123323 members 
Entering Unmasked Estep 
Score: -28718968.000000 Penalty: 14383.788086
	Iteration 75Q: 3 clusters Score -2.871897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 123330 members 
Entering Unmasked Estep 
Score: -28718946.000000 Penalty: 14383.788086
	Iteration 76Q: 3 clusters Score -2.871895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 123336 members 
Entering Unmasked Estep 
Score: -28718962.000000 Penalty: 14383.788086
	Iteration 77Q: 3 clusters Score -2.871896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -28718960.000000 Penalty: 14383.788086
	Iteration 78Q: 3 clusters Score -2.871896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -28718966.000000 Penalty: 14383.788086
	Iteration 79Q: 3 clusters Score -2.871897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -28718974.000000 Penalty: 14383.788086
	Iteration 80F: 3 clusters Score -2.871897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 123356 members 
Entering Unmasked Estep 
Score: -28718978.000000 Penalty: 14383.788086
	Iteration 81Q: 3 clusters Score -2.871898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 123357 members 
Entering Unmasked Estep 
Score: -28718970.000000 Penalty: 14383.788086
	Iteration 82Q: 3 clusters Score -2.871897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 123361 members 
Entering Unmasked Estep 
Score: -28718974.000000 Penalty: 14383.788086
	Iteration 83Q: 3 clusters Score -2.871897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 123360 members 
Entering Unmasked Estep 
Score: -28718966.000000 Penalty: 14383.788086
	Iteration 84Q: 3 clusters Score -2.871897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 123362 members 
Entering Unmasked Estep 
Score: -28718950.000000 Penalty: 14383.788086
	Iteration 85Q: 3 clusters Score -2.871895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 123363 members 
Entering Unmasked Estep 
Score: -28718958.000000 Penalty: 14383.788086
	Iteration 86Q: 3 clusters Score -2.871896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 123364 members 
Entering Unmasked Estep 
Score: -28718958.000000 Penalty: 14383.788086
	Iteration 87Q: 3 clusters Score -2.871896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 123365 members 
Entering Unmasked Estep 
Score: -28718958.000000 Penalty: 14383.788086
	Iteration 88Q: 3 clusters Score -2.871896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 123365 members 
Entering Unmasked Estep 
Score: -28718958.000000 Penalty: 14383.788086
	Iteration 89F: 3 clusters Score -2.871896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Entering Unmasked Estep 
Score: -9712090.000000 Penalty: 6527.672363
	Iteration 0F: 2 clusters Score -9712090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -9681215.000000 Penalty: 13055.344727
	Iteration 0F: 3 clusters Score -9681215 nChanged 18467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -9690898.000000 Penalty: 13055.344727
	Iteration 1F: 3 clusters Score -9690898 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -9691771.000000 Penalty: 13055.344727
	Iteration 2F: 3 clusters Score -9691771 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -9692344.000000 Penalty: 13055.344727
	Iteration 3Q: 3 clusters Score -9692344 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -9692761.000000 Penalty: 13055.344727
	Iteration 4Q: 3 clusters Score -9692761 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -9693206.000000 Penalty: 13055.344727
	Iteration 5Q: 3 clusters Score -9693206 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -9693564.000000 Penalty: 13055.344727
	Iteration 6Q: 3 clusters Score -9693564 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -9693928.000000 Penalty: 13055.344727
	Iteration 7Q: 3 clusters Score -9693928 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -9694350.000000 Penalty: 13055.344727
	Iteration 8Q: 3 clusters Score -9694350 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -9694834.000000 Penalty: 13055.344727
	Iteration 9Q: 3 clusters Score -9694834 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -9695449.000000 Penalty: 13055.344727
	Iteration 10Q: 3 clusters Score -9695449 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -9696385.000000 Penalty: 13055.344727
	Iteration 11Q: 3 clusters Score -9696385 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -9697572.000000 Penalty: 13055.344727
	Iteration 12Q: 3 clusters Score -9697572 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -9699077.000000 Penalty: 13055.344727
	Iteration 13F: 3 clusters Score -9699077 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -9700745.000000 Penalty: 13055.344727
	Iteration 14F: 3 clusters Score -9700745 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -9702416.000000 Penalty: 13055.344727
	Iteration 15Q: 3 clusters Score -9702416 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -9703843.000000 Penalty: 13055.344727
	Iteration 16Q: 3 clusters Score -9703843 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -9704774.000000 Penalty: 13055.344727
	Iteration 17Q: 3 clusters Score -9704774 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -9705395.000000 Penalty: 13055.344727
	Iteration 18Q: 3 clusters Score -9705395 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -9705773.000000 Penalty: 13055.344727
	Iteration 19Q: 3 clusters Score -9705773 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -9705966.000000 Penalty: 13055.344727
	Iteration 20F: 3 clusters Score -9705966 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -9706072.000000 Penalty: 13055.344727
	Iteration 21Q: 3 clusters Score -9706072 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -9706193.000000 Penalty: 13055.344727
	Iteration 22Q: 3 clusters Score -9706193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -9706236.000000 Penalty: 13055.344727
	Iteration 23Q: 3 clusters Score -9706236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -9706287.000000 Penalty: 13055.344727
	Iteration 24Q: 3 clusters Score -9706287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -9706343.000000 Penalty: 13055.344727
	Iteration 25Q: 3 clusters Score -9706343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -9706387.000000 Penalty: 13055.344727
	Iteration 26Q: 3 clusters Score -9706387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -9706418.000000 Penalty: 13055.344727
	Iteration 27Q: 3 clusters Score -9706418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -9706423.000000 Penalty: 13055.344727
	Iteration 28Q: 3 clusters Score -9706423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -9706439.000000 Penalty: 13055.344727
	Iteration 29Q: 3 clusters Score -9706439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -9706476.000000 Penalty: 13055.344727
	Iteration 30Q: 3 clusters Score -9706476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -9706488.000000 Penalty: 13055.344727
	Iteration 31Q: 3 clusters Score -9706488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -9706483.000000 Penalty: 13055.344727
	Iteration 32Q: 3 clusters Score -9706483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -9706495.000000 Penalty: 13055.344727
	Iteration 33Q: 3 clusters Score -9706495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -9706505.000000 Penalty: 13055.344727
	Iteration 34Q: 3 clusters Score -9706505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -9706504.000000 Penalty: 13055.344727
	Iteration 35Q: 3 clusters Score -9706504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -9706501.000000 Penalty: 13055.344727
	Iteration 36Q: 3 clusters Score -9706501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -9706505.000000 Penalty: 13055.344727
	Iteration 37Q: 3 clusters Score -9706505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -9706508.000000 Penalty: 13055.344727
	Iteration 38Q: 3 clusters Score -9706508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -9706508.000000 Penalty: 13055.344727
	Iteration 39F: 3 clusters Score -9706508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119092 members 
Entering Unmasked Estep 
Score: -27052726.000000 Penalty: 7158.686523
	Iteration 0F: 2 clusters Score -2.705273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -26971970.000000 Penalty: 14317.373047
	Iteration 0F: 3 clusters Score -2.697197e+07 nChanged 54917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -27002090.000000 Penalty: 14317.373047
	Iteration 1F: 3 clusters Score -2.700209e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -27003082.000000 Penalty: 14317.373047
	Iteration 2Q: 3 clusters Score -2.700308e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -27004218.000000 Penalty: 14317.373047
	Iteration 3Q: 3 clusters Score -2.700422e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -27005300.000000 Penalty: 14317.373047
	Iteration 4Q: 3 clusters Score -2.70053e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -27006670.000000 Penalty: 14317.373047
	Iteration 5Q: 3 clusters Score -2.700667e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -27008442.000000 Penalty: 14317.373047
	Iteration 6Q: 3 clusters Score -2.700844e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -27011256.000000 Penalty: 14317.373047
	Iteration 7Q: 3 clusters Score -2.701126e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -27015612.000000 Penalty: 14317.373047
	Iteration 8F: 3 clusters Score -2.701561e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -27022232.000000 Penalty: 14317.373047
	Iteration 9F: 3 clusters Score -2.702223e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 101740 members 
Entering Unmasked Estep 
Score: -27030916.000000 Penalty: 14317.373047
	Iteration 10F: 3 clusters Score -2.703092e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 109324 members 
Entering Unmasked Estep 
Score: -27037946.000000 Penalty: 14317.373047
	Iteration 11F: 3 clusters Score -2.703795e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 114071 members 
Entering Unmasked Estep 
Score: -27042164.000000 Penalty: 14317.373047
	Iteration 12Q: 3 clusters Score -2.704216e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 116445 members 
Entering Unmasked Estep 
Score: -27044330.000000 Penalty: 14317.373047
	Iteration 13Q: 3 clusters Score -2.704433e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -27045306.000000 Penalty: 14317.373047
	Iteration 14Q: 3 clusters Score -2.704531e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 117932 members 
Entering Unmasked Estep 
Score: -27045812.000000 Penalty: 14317.373047
	Iteration 15Q: 3 clusters Score -2.704581e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 118105 members 
Entering Unmasked Estep 
Score: -27046044.000000 Penalty: 14317.373047
	Iteration 16Q: 3 clusters Score -2.704604e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 118214 members 
Entering Unmasked Estep 
Score: -27046224.000000 Penalty: 14317.373047
	Iteration 17Q: 3 clusters Score -2.704622e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -27046280.000000 Penalty: 14317.373047
	Iteration 18Q: 3 clusters Score -2.704628e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 118310 members 
Entering Unmasked Estep 
Score: -27046306.000000 Penalty: 14317.373047
	Iteration 19Q: 3 clusters Score -2.704631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 118335 members 
Entering Unmasked Estep 
Score: -27046334.000000 Penalty: 14317.373047
	Iteration 20F: 3 clusters Score -2.704633e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 118352 members 
Entering Unmasked Estep 
Score: -27046384.000000 Penalty: 14317.373047
	Iteration 21Q: 3 clusters Score -2.704638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 118367 members 
Entering Unmasked Estep 
Score: -27046412.000000 Penalty: 14317.373047
	Iteration 22Q: 3 clusters Score -2.704641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 118373 members 
Entering Unmasked Estep 
Score: -27046436.000000 Penalty: 14317.373047
	Iteration 23Q: 3 clusters Score -2.704644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
Score: -27046422.000000 Penalty: 14317.373047
	Iteration 24Q: 3 clusters Score -2.704642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 118377 members 
Entering Unmasked Estep 
Score: -27046460.000000 Penalty: 14317.373047
	Iteration 25Q: 3 clusters Score -2.704646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 118379 members 
Entering Unmasked Estep 
Score: -27046470.000000 Penalty: 14317.373047
	Iteration 26Q: 3 clusters Score -2.704647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 118387 members 
Entering Unmasked Estep 
Score: -27046492.000000 Penalty: 14317.373047
	Iteration 27Q: 3 clusters Score -2.704649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 118395 members 
Entering Unmasked Estep 
Score: -27046478.000000 Penalty: 14317.373047
	Iteration 28Q: 3 clusters Score -2.704648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 118401 members 
Entering Unmasked Estep 
Score: -27046452.000000 Penalty: 14317.373047
	Iteration 29Q: 3 clusters Score -2.704645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 118406 members 
Entering Unmasked Estep 
Score: -27046474.000000 Penalty: 14317.373047
	Iteration 30Q: 3 clusters Score -2.704647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 118410 members 
Entering Unmasked Estep 
Score: -27046462.000000 Penalty: 14317.373047
	Iteration 31Q: 3 clusters Score -2.704646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 118417 members 
Entering Unmasked Estep 
Score: -27046496.000000 Penalty: 14317.373047
	Iteration 32Q: 3 clusters Score -2.70465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -27046484.000000 Penalty: 14317.373047
	Iteration 33Q: 3 clusters Score -2.704648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 118426 members 
Entering Unmasked Estep 
Score: -27046500.000000 Penalty: 14317.373047
	Iteration 34Q: 3 clusters Score -2.70465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 118431 members 
Entering Unmasked Estep 
Score: -27046494.000000 Penalty: 14317.373047
	Iteration 35Q: 3 clusters Score -2.704649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 118431 members 
Entering Unmasked Estep 
Score: -27046500.000000 Penalty: 14317.373047
	Iteration 36Q: 3 clusters Score -2.70465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 118433 members 
Entering Unmasked Estep 
Score: -27046506.000000 Penalty: 14317.373047
	Iteration 37Q: 3 clusters Score -2.704651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -27046502.000000 Penalty: 14317.373047
	Iteration 38Q: 3 clusters Score -2.70465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -27046522.000000 Penalty: 14317.373047
	Iteration 39Q: 3 clusters Score -2.704652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -27046504.000000 Penalty: 14317.373047
	Iteration 40F: 3 clusters Score -2.70465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Entering Unmasked Estep 
Score: -13683145.000000 Penalty: 6735.818359
	Iteration 0F: 2 clusters Score -1.368314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -13640967.000000 Penalty: 13471.636719
	Iteration 0F: 3 clusters Score -1.364097e+07 nChanged 26608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -13655273.000000 Penalty: 13471.636719
	Iteration 1F: 3 clusters Score -1.365527e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -13656262.000000 Penalty: 13471.636719
	Iteration 2Q: 3 clusters Score -1.365626e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -13656961.000000 Penalty: 13471.636719
	Iteration 3Q: 3 clusters Score -1.365696e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -13657584.000000 Penalty: 13471.636719
	Iteration 4Q: 3 clusters Score -1.365758e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -13658127.000000 Penalty: 13471.636719
	Iteration 5Q: 3 clusters Score -1.365813e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -13658684.000000 Penalty: 13471.636719
	Iteration 6Q: 3 clusters Score -1.365868e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -13659306.000000 Penalty: 13471.636719
	Iteration 7Q: 3 clusters Score -1.365931e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -13660198.000000 Penalty: 13471.636719
	Iteration 8Q: 3 clusters Score -1.36602e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -13661425.000000 Penalty: 13471.636719
	Iteration 9Q: 3 clusters Score -1.366142e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -13663173.000000 Penalty: 13471.636719
	Iteration 10Q: 3 clusters Score -1.366317e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -13665166.000000 Penalty: 13471.636719
	Iteration 11F: 3 clusters Score -1.366517e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -13667821.000000 Penalty: 13471.636719
	Iteration 12F: 3 clusters Score -1.366782e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -13670520.000000 Penalty: 13471.636719
	Iteration 13F: 3 clusters Score -1.367052e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -13672913.000000 Penalty: 13471.636719
	Iteration 14Q: 3 clusters Score -1.367291e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -13674603.000000 Penalty: 13471.636719
	Iteration 15Q: 3 clusters Score -1.36746e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -13675653.000000 Penalty: 13471.636719
	Iteration 16Q: 3 clusters Score -1.367565e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -13676286.000000 Penalty: 13471.636719
	Iteration 17Q: 3 clusters Score -1.367629e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -13676593.000000 Penalty: 13471.636719
	Iteration 18Q: 3 clusters Score -1.367659e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -13676799.000000 Penalty: 13471.636719
	Iteration 19Q: 3 clusters Score -1.36768e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -13676904.000000 Penalty: 13471.636719
	Iteration 20F: 3 clusters Score -1.36769e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -13677037.000000 Penalty: 13471.636719
	Iteration 21Q: 3 clusters Score -1.367704e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -13677106.000000 Penalty: 13471.636719
	Iteration 22Q: 3 clusters Score -1.367711e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -13677116.000000 Penalty: 13471.636719
	Iteration 23Q: 3 clusters Score -1.367712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -13677146.000000 Penalty: 13471.636719
	Iteration 24Q: 3 clusters Score -1.367715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -13677184.000000 Penalty: 13471.636719
	Iteration 25Q: 3 clusters Score -1.367718e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -13677214.000000 Penalty: 13471.636719
	Iteration 26Q: 3 clusters Score -1.367721e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -13677238.000000 Penalty: 13471.636719
	Iteration 27Q: 3 clusters Score -1.367724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -13677221.000000 Penalty: 13471.636719
	Iteration 28Q: 3 clusters Score -1.367722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -13677236.000000 Penalty: 13471.636719
	Iteration 29Q: 3 clusters Score -1.367724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -13677254.000000 Penalty: 13471.636719
	Iteration 30Q: 3 clusters Score -1.367725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -13677257.000000 Penalty: 13471.636719
	Iteration 31Q: 3 clusters Score -1.367726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -13677276.000000 Penalty: 13471.636719
	Iteration 32Q: 3 clusters Score -1.367728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -13677268.000000 Penalty: 13471.636719
	Iteration 33Q: 3 clusters Score -1.367727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -13677271.000000 Penalty: 13471.636719
	Iteration 34Q: 3 clusters Score -1.367727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -13677256.000000 Penalty: 13471.636719
	Iteration 35Q: 3 clusters Score -1.367726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -13677257.000000 Penalty: 13471.636719
	Iteration 36Q: 3 clusters Score -1.367726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -13677275.000000 Penalty: 13471.636719
	Iteration 37Q: 3 clusters Score -1.367728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -13677280.000000 Penalty: 13471.636719
	Iteration 38Q: 3 clusters Score -1.367728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -13677280.000000 Penalty: 13471.636719
	Iteration 39F: 3 clusters Score -1.367728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Entering Unmasked Estep 
Score: -3788739.750000 Penalty: 5978.648926
	Iteration 0F: 2 clusters Score -3788740 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 8571 members 
Entering Unmasked Estep 
Score: -3773891.000000 Penalty: 11957.297852
	Iteration 0F: 3 clusters Score -3773891 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3778037.500000 Penalty: 11957.297852
	Iteration 1F: 3 clusters Score -3778038 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3778935.500000 Penalty: 11957.297852
	Iteration 2F: 3 clusters Score -3778936 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3779623.750000 Penalty: 11957.297852
	Iteration 3F: 3 clusters Score -3779624 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -3780177.750000 Penalty: 11957.297852
	Iteration 4F: 3 clusters Score -3780178 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3780683.750000 Penalty: 11957.297852
	Iteration 5Q: 3 clusters Score -3780684 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3781144.250000 Penalty: 11957.297852
	Iteration 6Q: 3 clusters Score -3781144 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3781575.250000 Penalty: 11957.297852
	Iteration 7Q: 3 clusters Score -3781575 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3781973.000000 Penalty: 11957.297852
	Iteration 8Q: 3 clusters Score -3781973 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3782352.500000 Penalty: 11957.297852
	Iteration 9Q: 3 clusters Score -3782352 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3782693.250000 Penalty: 11957.297852
	Iteration 10Q: 3 clusters Score -3782693 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3782996.500000 Penalty: 11957.297852
	Iteration 11Q: 3 clusters Score -3782996 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3783215.750000 Penalty: 11957.297852
	Iteration 12Q: 3 clusters Score -3783216 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3783389.250000 Penalty: 11957.297852
	Iteration 13Q: 3 clusters Score -3783389 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3783512.750000 Penalty: 11957.297852
	Iteration 14Q: 3 clusters Score -3783513 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3783605.500000 Penalty: 11957.297852
	Iteration 15Q: 3 clusters Score -3783606 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3783695.000000 Penalty: 11957.297852
	Iteration 16Q: 3 clusters Score -3783695 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3783773.500000 Penalty: 11957.297852
	Iteration 17Q: 3 clusters Score -3783774 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3783843.750000 Penalty: 11957.297852
	Iteration 18Q: 3 clusters Score -3783844 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3783900.000000 Penalty: 11957.297852
	Iteration 19Q: 3 clusters Score -3783900 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3783966.750000 Penalty: 11957.297852
	Iteration 20F: 3 clusters Score -3783967 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3784052.750000 Penalty: 11957.297852
	Iteration 21Q: 3 clusters Score -3784053 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3784158.500000 Penalty: 11957.297852
	Iteration 22Q: 3 clusters Score -3784158 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3784258.000000 Penalty: 11957.297852
	Iteration 23Q: 3 clusters Score -3784258 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3784351.750000 Penalty: 11957.297852
	Iteration 24Q: 3 clusters Score -3784352 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3784447.000000 Penalty: 11957.297852
	Iteration 25Q: 3 clusters Score -3784447 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3784561.000000 Penalty: 11957.297852
	Iteration 26Q: 3 clusters Score -3784561 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3784663.250000 Penalty: 11957.297852
	Iteration 27Q: 3 clusters Score -3784663 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3784760.000000 Penalty: 11957.297852
	Iteration 28Q: 3 clusters Score -3784760 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3784837.000000 Penalty: 11957.297852
	Iteration 29Q: 3 clusters Score -3784837 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3784936.000000 Penalty: 11957.297852
	Iteration 30Q: 3 clusters Score -3784936 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3785022.750000 Penalty: 11957.297852
	Iteration 31Q: 3 clusters Score -3785023 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3785104.000000 Penalty: 11957.297852
	Iteration 32Q: 3 clusters Score -3785104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3785179.500000 Penalty: 11957.297852
	Iteration 33Q: 3 clusters Score -3785180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3785248.250000 Penalty: 11957.297852
	Iteration 34Q: 3 clusters Score -3785248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3785282.000000 Penalty: 11957.297852
	Iteration 35Q: 3 clusters Score -3785282 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3785330.000000 Penalty: 11957.297852
	Iteration 36Q: 3 clusters Score -3785330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3785362.750000 Penalty: 11957.297852
	Iteration 37Q: 3 clusters Score -3785363 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3785403.250000 Penalty: 11957.297852
	Iteration 38Q: 3 clusters Score -3785403 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3785429.250000 Penalty: 11957.297852
	Iteration 39Q: 3 clusters Score -3785429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3785439.750000 Penalty: 11957.297852
	Iteration 40F: 3 clusters Score -3785440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3785470.750000 Penalty: 11957.297852
	Iteration 41Q: 3 clusters Score -3785471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3785487.000000 Penalty: 11957.297852
	Iteration 42Q: 3 clusters Score -3785487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3785489.500000 Penalty: 11957.297852
	Iteration 43Q: 3 clusters Score -3785490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3785501.500000 Penalty: 11957.297852
	Iteration 44Q: 3 clusters Score -3785502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3785501.000000 Penalty: 11957.297852
	Iteration 45Q: 3 clusters Score -3785501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3785507.000000 Penalty: 11957.297852
	Iteration 46Q: 3 clusters Score -3785507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3785507.750000 Penalty: 11957.297852
	Iteration 47Q: 3 clusters Score -3785508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3785512.500000 Penalty: 11957.297852
	Iteration 48Q: 3 clusters Score -3785512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3785519.750000 Penalty: 11957.297852
	Iteration 49Q: 3 clusters Score -3785520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3785511.750000 Penalty: 11957.297852
	Iteration 50Q: 3 clusters Score -3785512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3785527.250000 Penalty: 11957.297852
	Iteration 51Q: 3 clusters Score -3785527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3785530.500000 Penalty: 11957.297852
	Iteration 52Q: 3 clusters Score -3785530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3785531.500000 Penalty: 11957.297852
	Iteration 53Q: 3 clusters Score -3785532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3785536.750000 Penalty: 11957.297852
	Iteration 54Q: 3 clusters Score -3785537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3785547.750000 Penalty: 11957.297852
	Iteration 55Q: 3 clusters Score -3785548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3785553.000000 Penalty: 11957.297852
	Iteration 56Q: 3 clusters Score -3785553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3785557.750000 Penalty: 11957.297852
	Iteration 57Q: 3 clusters Score -3785558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3785557.750000 Penalty: 11957.297852
	Iteration 58F: 3 clusters Score -3785558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (131331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131331 members 
Entering Unmasked Estep 
Score: -30238572.000000 Penalty: 7218.604004
	Iteration 0F: 2 clusters Score -3.023857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -30154390.000000 Penalty: 14437.208008
	Iteration 0F: 3 clusters Score -3.015439e+07 nChanged 60907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -30188562.000000 Penalty: 14437.208008
	Iteration 1F: 3 clusters Score -3.018856e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -30190400.000000 Penalty: 14437.208008
	Iteration 2Q: 3 clusters Score -3.01904e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -30192808.000000 Penalty: 14437.208008
	Iteration 3Q: 3 clusters Score -3.019281e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -30195832.000000 Penalty: 14437.208008
	Iteration 4Q: 3 clusters Score -3.019583e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -30200272.000000 Penalty: 14437.208008
	Iteration 5F: 3 clusters Score -3.020027e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -30205852.000000 Penalty: 14437.208008
	Iteration 6F: 3 clusters Score -3.020585e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99342 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -30212312.000000 Penalty: 14437.208008
	Iteration 7F: 3 clusters Score -3.021231e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -30219554.000000 Penalty: 14437.208008
	Iteration 8F: 3 clusters Score -3.021955e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115485 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -30226004.000000 Penalty: 14437.208008
	Iteration 9F: 3 clusters Score -3.0226e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120932 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -30229774.000000 Penalty: 14437.208008
	Iteration 10Q: 3 clusters Score -3.022977e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124354 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -30232014.000000 Penalty: 14437.208008
	Iteration 11Q: 3 clusters Score -3.023201e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -30233008.000000 Penalty: 14437.208008
	Iteration 12Q: 3 clusters Score -3.023301e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127234 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -30233544.000000 Penalty: 14437.208008
	Iteration 13Q: 3 clusters Score -3.023354e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127790 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -30233930.000000 Penalty: 14437.208008
	Iteration 14Q: 3 clusters Score -3.023393e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128096 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -30233990.000000 Penalty: 14437.208008
	Iteration 15Q: 3 clusters Score -3.023399e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -30234150.000000 Penalty: 14437.208008
	Iteration 16Q: 3 clusters Score -3.023415e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -30234294.000000 Penalty: 14437.208008
	Iteration 17Q: 3 clusters Score -3.023429e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128552 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -30234300.000000 Penalty: 14437.208008
	Iteration 18Q: 3 clusters Score -3.02343e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128630 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -30234352.000000 Penalty: 14437.208008
	Iteration 19Q: 3 clusters Score -3.023435e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128691 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -30234444.000000 Penalty: 14437.208008
	Iteration 20F: 3 clusters Score -3.023444e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128730 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -30234488.000000 Penalty: 14437.208008
	Iteration 21Q: 3 clusters Score -3.023449e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128768 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -30234476.000000 Penalty: 14437.208008
	Iteration 22Q: 3 clusters Score -3.023448e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128802 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -30234528.000000 Penalty: 14437.208008
	Iteration 23Q: 3 clusters Score -3.023453e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128816 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -30234494.000000 Penalty: 14437.208008
	Iteration 24Q: 3 clusters Score -3.023449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128833 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -30234516.000000 Penalty: 14437.208008
	Iteration 25Q: 3 clusters Score -3.023452e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128860 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -30234520.000000 Penalty: 14437.208008
	Iteration 26Q: 3 clusters Score -3.023452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -30234518.000000 Penalty: 14437.208008
	Iteration 27Q: 3 clusters Score -3.023452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128884 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -30234552.000000 Penalty: 14437.208008
	Iteration 28Q: 3 clusters Score -3.023455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128893 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -30234526.000000 Penalty: 14437.208008
	Iteration 29Q: 3 clusters Score -3.023453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128904 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -30234530.000000 Penalty: 14437.208008
	Iteration 30Q: 3 clusters Score -3.023453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128908 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -30234518.000000 Penalty: 14437.208008
	Iteration 31Q: 3 clusters Score -3.023452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128916 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -30234540.000000 Penalty: 14437.208008
	Iteration 32Q: 3 clusters Score -3.023454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128920 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -30234564.000000 Penalty: 14437.208008
	Iteration 33Q: 3 clusters Score -3.023456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128923 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -30234548.000000 Penalty: 14437.208008
	Iteration 34Q: 3 clusters Score -3.023455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -30234536.000000 Penalty: 14437.208008
	Iteration 35Q: 3 clusters Score -3.023454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128929 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -30234546.000000 Penalty: 14437.208008
	Iteration 36Q: 3 clusters Score -3.023455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -30234572.000000 Penalty: 14437.208008
	Iteration 37Q: 3 clusters Score -3.023457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128935 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -30234566.000000 Penalty: 14437.208008
	Iteration 38Q: 3 clusters Score -3.023457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -30234554.000000 Penalty: 14437.208008
	Iteration 39Q: 3 clusters Score -3.023455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -30234564.000000 Penalty: 14437.208008
	Iteration 40F: 3 clusters Score -3.023456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Entering Unmasked Estep 
Score: -8435611.000000 Penalty: 6467.791504
	Iteration 0F: 2 clusters Score -8435611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -8407307.000000 Penalty: 12935.583008
	Iteration 0F: 3 clusters Score -8407307 nChanged 16621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -8416240.000000 Penalty: 12935.583008
	Iteration 1F: 3 clusters Score -8416240 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -8417345.000000 Penalty: 12935.583008
	Iteration 2F: 3 clusters Score -8417345 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -8418481.000000 Penalty: 12935.583008
	Iteration 3F: 3 clusters Score -8418481 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -8419589.000000 Penalty: 12935.583008
	Iteration 4F: 3 clusters Score -8419589 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -8420678.000000 Penalty: 12935.583008
	Iteration 5F: 3 clusters Score -8420678 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -8421865.000000 Penalty: 12935.583008
	Iteration 6F: 3 clusters Score -8421865 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -8422954.000000 Penalty: 12935.583008
	Iteration 7Q: 3 clusters Score -8422954 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -8424048.000000 Penalty: 12935.583008
	Iteration 8F: 3 clusters Score -8424048 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -8424972.000000 Penalty: 12935.583008
	Iteration 9Q: 3 clusters Score -8424972 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -8425628.000000 Penalty: 12935.583008
	Iteration 10Q: 3 clusters Score -8425628 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -8426207.000000 Penalty: 12935.583008
	Iteration 11Q: 3 clusters Score -8426207 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -8426543.000000 Penalty: 12935.583008
	Iteration 12Q: 3 clusters Score -8426543 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -8426935.000000 Penalty: 12935.583008
	Iteration 13Q: 3 clusters Score -8426935 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -8427193.000000 Penalty: 12935.583008
	Iteration 14Q: 3 clusters Score -8427193 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -8427441.000000 Penalty: 12935.583008
	Iteration 15Q: 3 clusters Score -8427441 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -8427727.000000 Penalty: 12935.583008
	Iteration 16Q: 3 clusters Score -8427727 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -8427956.000000 Penalty: 12935.583008
	Iteration 17Q: 3 clusters Score -8427956 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -8428170.000000 Penalty: 12935.583008
	Iteration 18Q: 3 clusters Score -8428170 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -8428338.000000 Penalty: 12935.583008
	Iteration 19Q: 3 clusters Score -8428338 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -8428520.000000 Penalty: 12935.583008
	Iteration 20F: 3 clusters Score -8428520 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -8428654.000000 Penalty: 12935.583008
	Iteration 21Q: 3 clusters Score -8428654 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -8428790.000000 Penalty: 12935.583008
	Iteration 22Q: 3 clusters Score -8428790 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -8428898.000000 Penalty: 12935.583008
	Iteration 23Q: 3 clusters Score -8428898 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -8429009.000000 Penalty: 12935.583008
	Iteration 24Q: 3 clusters Score -8429009 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -8429089.000000 Penalty: 12935.583008
	Iteration 25Q: 3 clusters Score -8429089 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -8429169.000000 Penalty: 12935.583008
	Iteration 26Q: 3 clusters Score -8429169 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -8429217.000000 Penalty: 12935.583008
	Iteration 27Q: 3 clusters Score -8429217 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -8429278.000000 Penalty: 12935.583008
	Iteration 28Q: 3 clusters Score -8429278 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -8429320.000000 Penalty: 12935.583008
	Iteration 29Q: 3 clusters Score -8429320 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -8429361.000000 Penalty: 12935.583008
	Iteration 30Q: 3 clusters Score -8429361 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -8429409.000000 Penalty: 12935.583008
	Iteration 31Q: 3 clusters Score -8429409 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -8429446.000000 Penalty: 12935.583008
	Iteration 32Q: 3 clusters Score -8429446 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -8429452.000000 Penalty: 12935.583008
	Iteration 33Q: 3 clusters Score -8429452 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -8429499.000000 Penalty: 12935.583008
	Iteration 34Q: 3 clusters Score -8429499 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -8429532.000000 Penalty: 12935.583008
	Iteration 35Q: 3 clusters Score -8429532 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -8429558.000000 Penalty: 12935.583008
	Iteration 36Q: 3 clusters Score -8429558 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -8429587.000000 Penalty: 12935.583008
	Iteration 37Q: 3 clusters Score -8429587 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -8429609.000000 Penalty: 12935.583008
	Iteration 38Q: 3 clusters Score -8429609 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -8429634.000000 Penalty: 12935.583008
	Iteration 39Q: 3 clusters Score -8429634 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -8429677.000000 Penalty: 12935.583008
	Iteration 40F: 3 clusters Score -8429677 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -8429682.000000 Penalty: 12935.583008
	Iteration 41Q: 3 clusters Score -8429682 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -8429708.000000 Penalty: 12935.583008
	Iteration 42Q: 3 clusters Score -8429708 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -8429721.000000 Penalty: 12935.583008
	Iteration 43Q: 3 clusters Score -8429721 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -8429758.000000 Penalty: 12935.583008
	Iteration 44Q: 3 clusters Score -8429758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -8429758.000000 Penalty: 12935.583008
	Iteration 45Q: 3 clusters Score -8429758 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -8429763.000000 Penalty: 12935.583008
	Iteration 46Q: 3 clusters Score -8429763 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -8429771.000000 Penalty: 12935.583008
	Iteration 47Q: 3 clusters Score -8429771 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -8429794.000000 Penalty: 12935.583008
	Iteration 48Q: 3 clusters Score -8429794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -8429823.000000 Penalty: 12935.583008
	Iteration 49Q: 3 clusters Score -8429823 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -8429855.000000 Penalty: 12935.583008
	Iteration 50Q: 3 clusters Score -8429855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -8429892.000000 Penalty: 12935.583008
	Iteration 51Q: 3 clusters Score -8429892 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -8429909.000000 Penalty: 12935.583008
	Iteration 52Q: 3 clusters Score -8429909 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -8429916.000000 Penalty: 12935.583008
	Iteration 53Q: 3 clusters Score -8429916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -8429925.000000 Penalty: 12935.583008
	Iteration 54Q: 3 clusters Score -8429925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -8429942.000000 Penalty: 12935.583008
	Iteration 55Q: 3 clusters Score -8429942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -8429959.000000 Penalty: 12935.583008
	Iteration 56Q: 3 clusters Score -8429959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -8429950.000000 Penalty: 12935.583008
	Iteration 57Q: 3 clusters Score -8429950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -8429975.000000 Penalty: 12935.583008
	Iteration 58Q: 3 clusters Score -8429975 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -8429977.000000 Penalty: 12935.583008
	Iteration 59Q: 3 clusters Score -8429977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -8429980.000000 Penalty: 12935.583008
	Iteration 60F: 3 clusters Score -8429980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -8429976.000000 Penalty: 12935.583008
	Iteration 61Q: 3 clusters Score -8429976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -8429970.000000 Penalty: 12935.583008
	Iteration 62Q: 3 clusters Score -8429970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -8429980.000000 Penalty: 12935.583008
	Iteration 63Q: 3 clusters Score -8429980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -8429974.000000 Penalty: 12935.583008
	Iteration 64Q: 3 clusters Score -8429974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -8429985.000000 Penalty: 12935.583008
	Iteration 65Q: 3 clusters Score -8429985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -8429996.000000 Penalty: 12935.583008
	Iteration 66Q: 3 clusters Score -8429996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -8429993.000000 Penalty: 12935.583008
	Iteration 67Q: 3 clusters Score -8429993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -8429997.000000 Penalty: 12935.583008
	Iteration 68Q: 3 clusters Score -8429997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -8430013.000000 Penalty: 12935.583008
	Iteration 69Q: 3 clusters Score -8430013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -8430022.000000 Penalty: 12935.583008
	Iteration 70Q: 3 clusters Score -8430022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -8430011.000000 Penalty: 12935.583008
	Iteration 71Q: 3 clusters Score -8430011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -8430014.000000 Penalty: 12935.583008
	Iteration 72Q: 3 clusters Score -8430014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -8430045.000000 Penalty: 12935.583008
	Iteration 73Q: 3 clusters Score -8430045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -8430044.000000 Penalty: 12935.583008
	Iteration 74Q: 3 clusters Score -8430044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -8430047.000000 Penalty: 12935.583008
	Iteration 75Q: 3 clusters Score -8430047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -8430059.000000 Penalty: 12935.583008
	Iteration 76Q: 3 clusters Score -8430059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -8430058.000000 Penalty: 12935.583008
	Iteration 77Q: 3 clusters Score -8430058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -8430062.000000 Penalty: 12935.583008
	Iteration 78Q: 3 clusters Score -8430062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -8430060.000000 Penalty: 12935.583008
	Iteration 79Q: 3 clusters Score -8430060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -8430097.000000 Penalty: 12935.583008
	Iteration 80F: 3 clusters Score -8430097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -8430101.000000 Penalty: 12935.583008
	Iteration 81Q: 3 clusters Score -8430101 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8430117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -8430122.000000 Penalty: 12935.583008
	Iteration 84Q: 3 clusters Score -8430122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8430116 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8430123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -8430124.000000 Penalty: 12935.583008
	Iteration 87Q: 3 clusters Score -8430124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -8430141.000000 Penalty: 12935.583008
	Iteration 88Q: 3 clusters Score -8430141 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8430140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -8430170.000000 Penalty: 12935.583008
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8430172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -8430184.000000 Penalty: 12935.583008
	Iteration 92Q: 3 clusters Score -8430184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8430174 nChanged 37
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Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8430162 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8430171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8430171 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -8430175.000000 Penalty: 12935.583008
	Iteration 97Q: 3 clusters Score -8430175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8430184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8430172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -8430206.000000 Penalty: 12935.583008
	Iteration 100F: 3 clusters Score -8430206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -8430202.000000 Penalty: 12935.583008
	Iteration 101Q: 3 clusters Score -8430202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -8430211.000000 Penalty: 12935.583008
	Iteration 102Q: 3 clusters Score -8430211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8430220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -8430238.000000 Penalty: 12935.583008
	Iteration 105Q: 3 clusters Score -8430238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8430242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8430238 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -8430263.000000 Penalty: 12935.583008
	Iteration 108Q: 3 clusters Score -8430263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -8430281.000000 Penalty: 12935.583008
	Iteration 109Q: 3 clusters Score -8430281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -8430292.000000 Penalty: 12935.583008
	Iteration 110Q: 3 clusters Score -8430292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8430284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8430283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -8430305.000000 Penalty: 12935.583008
	Iteration 113Q: 3 clusters Score -8430305 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8430346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8430369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -8430392.000000 Penalty: 12935.583008
	Iteration 116Q: 3 clusters Score -8430392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -8430413.000000 Penalty: 12935.583008
	Iteration 117Q: 3 clusters Score -8430413 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -8430417.000000 Penalty: 12935.583008
	Iteration 118Q: 3 clusters Score -8430417 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -8430433.000000 Penalty: 12935.583008
	Iteration 119Q: 3 clusters Score -8430433 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -8430459.000000 Penalty: 12935.583008
	Iteration 120F: 3 clusters Score -8430459 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8430472 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -8430488.000000 Penalty: 12935.583008
	Iteration 122Q: 3 clusters Score -8430488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -8430530.000000 Penalty: 12935.583008
	Iteration 123Q: 3 clusters Score -8430530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -8430562.000000 Penalty: 12935.583008
	Iteration 124Q: 3 clusters Score -8430562 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
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Entering Unmasked Estep 
Score: -8430575.000000 Penalty: 12935.583008
	Iteration 125Q: 3 clusters Score -8430575 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -8430581.000000 Penalty: 12935.583008
	Iteration 126Q: 3 clusters Score -8430581 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -8430609.000000 Penalty: 12935.583008
	Iteration 127Q: 3 clusters Score -8430609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -8430645.000000 Penalty: 12935.583008
	Iteration 128Q: 3 clusters Score -8430645 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4660 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8430667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -8430685.000000 Penalty: 12935.583008
	Iteration 130Q: 3 clusters Score -8430685 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8430684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -8430692.000000 Penalty: 12935.583008
	Iteration 132Q: 3 clusters Score -8430692 nChanged 66
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Mstep: Class 1 contains 4429 members 
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Entering Unmasked Estep 
Score: -8430680.000000 Penalty: 12935.583008
	Iteration 133Q: 3 clusters Score -8430680 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -8430731.000000 Penalty: 12935.583008
	Iteration 134Q: 3 clusters Score -8430731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
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Entering Unmasked Estep 
Score: -8430748.000000 Penalty: 12935.583008
	Iteration 135Q: 3 clusters Score -8430748 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -8430751.000000 Penalty: 12935.583008
	Iteration 136Q: 3 clusters Score -8430751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -8430750.000000 Penalty: 12935.583008
	Iteration 137Q: 3 clusters Score -8430750 nChanged 75
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Mstep: Class 1 contains 4111 members 
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Entering Unmasked Estep 
Score: -8430756.000000 Penalty: 12935.583008
	Iteration 138Q: 3 clusters Score -8430756 nChanged 77
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Mstep: Class 1 contains 4038 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8430787 nChanged 71
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Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -8430821.000000 Penalty: 12935.583008
	Iteration 140F: 3 clusters Score -8430821 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -8430825.000000 Penalty: 12935.583008
	Iteration 141Q: 3 clusters Score -8430825 nChanged 67
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Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -8430827.000000 Penalty: 12935.583008
	Iteration 142Q: 3 clusters Score -8430827 nChanged 75
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Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -8430863.000000 Penalty: 12935.583008
	Iteration 143Q: 3 clusters Score -8430863 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3743 members 
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Entering Unmasked Estep 
Score: -8430872.000000 Penalty: 12935.583008
	Iteration 144Q: 3 clusters Score -8430872 nChanged 55
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Mstep: Class 1 contains 3710 members 
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Entering Unmasked Estep 
Score: -8430907.000000 Penalty: 12935.583008
	Iteration 145Q: 3 clusters Score -8430907 nChanged 55
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Mstep: Class 1 contains 3677 members 
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Entering Unmasked Estep 
Score: -8430911.000000 Penalty: 12935.583008
	Iteration 146Q: 3 clusters Score -8430911 nChanged 62
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Mstep: Class 1 contains 3621 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8430931 nChanged 65
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Mstep: Class 1 contains 3564 members 
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Entering Unmasked Estep 
Score: -8430954.000000 Penalty: 12935.583008
	Iteration 148Q: 3 clusters Score -8430954 nChanged 83
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Mstep: Class 1 contains 3497 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8430964 nChanged 70
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8431005 nChanged 74
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Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -8431021.000000 Penalty: 12935.583008
	Iteration 151Q: 3 clusters Score -8431021 nChanged 77
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8431056 nChanged 86
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8431266 nChanged 118
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8431309 nChanged 115
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8431417 nChanged 134
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	Iteration 160F: 3 clusters Score -8431496 nChanged 141
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8431765 nChanged 178
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Score: -8432100.000000 Penalty: 12935.583008
	Iteration 165Q: 3 clusters Score -8432100 nChanged 230
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Mstep: Class 2 contains 36635 members 
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	Iteration 166Q: 3 clusters Score -8432273 nChanged 194
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Entering Unmasked Estep 
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Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8432627 nChanged 83
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8432667 nChanged 66
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Entering Unmasked Estep 
Score: -8432716.000000 Penalty: 12935.583008
	Iteration 171Q: 3 clusters Score -8432716 nChanged 53
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Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -8432738.000000 Penalty: 12935.583008
	Iteration 172Q: 3 clusters Score -8432738 nChanged 33
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8432751 nChanged 29
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8432773 nChanged 22
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Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -8432775.000000 Penalty: 12935.583008
	Iteration 175Q: 3 clusters Score -8432775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -8432786.000000 Penalty: 12935.583008
	Iteration 176Q: 3 clusters Score -8432786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -8432777.000000 Penalty: 12935.583008
	Iteration 177Q: 3 clusters Score -8432777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -8432783.000000 Penalty: 12935.583008
	Iteration 178Q: 3 clusters Score -8432783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -8432792.000000 Penalty: 12935.583008
	Iteration 179Q: 3 clusters Score -8432792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -8432863.000000 Penalty: 12935.583008
	Iteration 180F: 3 clusters Score -8432863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -8432944.000000 Penalty: 12935.583008
	Iteration 181Q: 3 clusters Score -8432944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -8432986.000000 Penalty: 12935.583008
	Iteration 182Q: 3 clusters Score -8432986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -8433014.000000 Penalty: 12935.583008
	Iteration 183Q: 3 clusters Score -8433014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -8433032.000000 Penalty: 12935.583008
	Iteration 184Q: 3 clusters Score -8433032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -8433062.000000 Penalty: 12935.583008
	Iteration 185Q: 3 clusters Score -8433062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -8433074.000000 Penalty: 12935.583008
	Iteration 186Q: 3 clusters Score -8433074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -8433085.000000 Penalty: 12935.583008
	Iteration 187Q: 3 clusters Score -8433085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -8433093.000000 Penalty: 12935.583008
	Iteration 188Q: 3 clusters Score -8433093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -8433108.000000 Penalty: 12935.583008
	Iteration 189Q: 3 clusters Score -8433108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -8433115.000000 Penalty: 12935.583008
	Iteration 190Q: 3 clusters Score -8433115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -8433129.000000 Penalty: 12935.583008
	Iteration 191Q: 3 clusters Score -8433129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -8433136.000000 Penalty: 12935.583008
	Iteration 192Q: 3 clusters Score -8433136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -8433146.000000 Penalty: 12935.583008
	Iteration 193Q: 3 clusters Score -8433146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -8433137.000000 Penalty: 12935.583008
	Iteration 194Q: 3 clusters Score -8433137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -8433158.000000 Penalty: 12935.583008
	Iteration 195Q: 3 clusters Score -8433158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -8433159.000000 Penalty: 12935.583008
	Iteration 196Q: 3 clusters Score -8433159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -8433150.000000 Penalty: 12935.583008
	Iteration 197Q: 3 clusters Score -8433150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -8433151.000000 Penalty: 12935.583008
	Iteration 198Q: 3 clusters Score -8433151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -8433153.000000 Penalty: 12935.583008
	Iteration 199Q: 3 clusters Score -8433153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -8433153.000000 Penalty: 12935.583008
	Iteration 200F: 3 clusters Score -8433153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -8433161.000000 Penalty: 12935.583008
	Iteration 201Q: 3 clusters Score -8433161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -8433158.000000 Penalty: 12935.583008
	Iteration 202Q: 3 clusters Score -8433158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -8433154.000000 Penalty: 12935.583008
	Iteration 203Q: 3 clusters Score -8433154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -8433161.000000 Penalty: 12935.583008
	Iteration 204Q: 3 clusters Score -8433161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -8433169.000000 Penalty: 12935.583008
	Iteration 205Q: 3 clusters Score -8433169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -8433169.000000 Penalty: 12935.583008
	Iteration 206F: 3 clusters Score -8433169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Entering Unmasked Estep 
Score: -16323693.000000 Penalty: 6849.700684
	Iteration 0F: 2 clusters Score -1.632369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -16273731.000000 Penalty: 13699.401367
	Iteration 0F: 3 clusters Score -1.627373e+07 nChanged 32459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -16291366.000000 Penalty: 13699.401367
	Iteration 1F: 3 clusters Score -1.629137e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -16292581.000000 Penalty: 13699.401367
	Iteration 2Q: 3 clusters Score -1.629258e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -16293719.000000 Penalty: 13699.401367
	Iteration 3Q: 3 clusters Score -1.629372e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -16294816.000000 Penalty: 13699.401367
	Iteration 4Q: 3 clusters Score -1.629482e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -16296074.000000 Penalty: 13699.401367
	Iteration 5Q: 3 clusters Score -1.629607e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -16297495.000000 Penalty: 13699.401367
	Iteration 6Q: 3 clusters Score -1.62975e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -16299553.000000 Penalty: 13699.401367
	Iteration 7Q: 3 clusters Score -1.629955e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -16302257.000000 Penalty: 13699.401367
	Iteration 8F: 3 clusters Score -1.630226e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -16305485.000000 Penalty: 13699.401367
	Iteration 9F: 3 clusters Score -1.630548e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -16308981.000000 Penalty: 13699.401367
	Iteration 10F: 3 clusters Score -1.630898e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -16311843.000000 Penalty: 13699.401367
	Iteration 11Q: 3 clusters Score -1.631184e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -16313783.000000 Penalty: 13699.401367
	Iteration 12Q: 3 clusters Score -1.631378e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -16315146.000000 Penalty: 13699.401367
	Iteration 13Q: 3 clusters Score -1.631515e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -16316067.000000 Penalty: 13699.401367
	Iteration 14Q: 3 clusters Score -1.631607e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -16316762.000000 Penalty: 13699.401367
	Iteration 15Q: 3 clusters Score -1.631676e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -16317284.000000 Penalty: 13699.401367
	Iteration 16Q: 3 clusters Score -1.631728e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -16317593.000000 Penalty: 13699.401367
	Iteration 17Q: 3 clusters Score -1.631759e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -16317773.000000 Penalty: 13699.401367
	Iteration 18Q: 3 clusters Score -1.631777e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -16317921.000000 Penalty: 13699.401367
	Iteration 19Q: 3 clusters Score -1.631792e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -16318033.000000 Penalty: 13699.401367
	Iteration 20F: 3 clusters Score -1.631803e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -16318128.000000 Penalty: 13699.401367
	Iteration 21Q: 3 clusters Score -1.631813e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -16318182.000000 Penalty: 13699.401367
	Iteration 22Q: 3 clusters Score -1.631818e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -16318226.000000 Penalty: 13699.401367
	Iteration 23Q: 3 clusters Score -1.631823e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -16318293.000000 Penalty: 13699.401367
	Iteration 24Q: 3 clusters Score -1.631829e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -16318299.000000 Penalty: 13699.401367
	Iteration 25Q: 3 clusters Score -1.63183e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -16318350.000000 Penalty: 13699.401367
	Iteration 26Q: 3 clusters Score -1.631835e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -16318372.000000 Penalty: 13699.401367
	Iteration 27Q: 3 clusters Score -1.631837e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -16318413.000000 Penalty: 13699.401367
	Iteration 28Q: 3 clusters Score -1.631841e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -16318454.000000 Penalty: 13699.401367
	Iteration 29Q: 3 clusters Score -1.631845e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -16318476.000000 Penalty: 13699.401367
	Iteration 30Q: 3 clusters Score -1.631848e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -16318489.000000 Penalty: 13699.401367
	Iteration 31Q: 3 clusters Score -1.631849e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -16318482.000000 Penalty: 13699.401367
	Iteration 32Q: 3 clusters Score -1.631848e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -16318503.000000 Penalty: 13699.401367
	Iteration 33Q: 3 clusters Score -1.63185e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -16318524.000000 Penalty: 13699.401367
	Iteration 34Q: 3 clusters Score -1.631852e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -16318535.000000 Penalty: 13699.401367
	Iteration 35Q: 3 clusters Score -1.631854e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -16318537.000000 Penalty: 13699.401367
	Iteration 36Q: 3 clusters Score -1.631854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -16318553.000000 Penalty: 13699.401367
	Iteration 37Q: 3 clusters Score -1.631855e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -16318575.000000 Penalty: 13699.401367
	Iteration 38Q: 3 clusters Score -1.631858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -16318572.000000 Penalty: 13699.401367
	Iteration 39Q: 3 clusters Score -1.631857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -16318583.000000 Penalty: 13699.401367
	Iteration 40F: 3 clusters Score -1.631858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -16318576.000000 Penalty: 13699.401367
	Iteration 41Q: 3 clusters Score -1.631858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -16318568.000000 Penalty: 13699.401367
	Iteration 42Q: 3 clusters Score -1.631857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -16318562.000000 Penalty: 13699.401367
	Iteration 43Q: 3 clusters Score -1.631856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -16318583.000000 Penalty: 13699.401367
	Iteration 44Q: 3 clusters Score -1.631858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -16318595.000000 Penalty: 13699.401367
	Iteration 45Q: 3 clusters Score -1.63186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -16318591.000000 Penalty: 13699.401367
	Iteration 46Q: 3 clusters Score -1.631859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
Score: -16318588.000000 Penalty: 13699.401367
	Iteration 47Q: 3 clusters Score -1.631859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -16318594.000000 Penalty: 13699.401367
	Iteration 48Q: 3 clusters Score -1.631859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -16318598.000000 Penalty: 13699.401367
	Iteration 49Q: 3 clusters Score -1.63186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -16318606.000000 Penalty: 13699.401367
	Iteration 50Q: 3 clusters Score -1.631861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -16318614.000000 Penalty: 13699.401367
	Iteration 51Q: 3 clusters Score -1.631861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -16318619.000000 Penalty: 13699.401367
	Iteration 52Q: 3 clusters Score -1.631862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -16318625.000000 Penalty: 13699.401367
	Iteration 53Q: 3 clusters Score -1.631862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -16318625.000000 Penalty: 13699.401367
	Iteration 54F: 3 clusters Score -1.631862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Entering Unmasked Estep 
Score: -3624065.500000 Penalty: 5933.559082
	Iteration 0F: 2 clusters Score -3624066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3610065.750000 Penalty: 11867.118164
	Iteration 0F: 3 clusters Score -3610066 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3613437.500000 Penalty: 11867.118164
	Iteration 1F: 3 clusters Score -3613438 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3614176.750000 Penalty: 11867.118164
	Iteration 2F: 3 clusters Score -3614177 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3614807.750000 Penalty: 11867.118164
	Iteration 3F: 3 clusters Score -3614808 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3615463.500000 Penalty: 11867.118164
	Iteration 4F: 3 clusters Score -3615464 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3616157.250000 Penalty: 11867.118164
	Iteration 5F: 3 clusters Score -3616157 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3616761.500000 Penalty: 11867.118164
	Iteration 6F: 3 clusters Score -3616762 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3617309.000000 Penalty: 11867.118164
	Iteration 7F: 3 clusters Score -3617309 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3617748.500000 Penalty: 11867.118164
	Iteration 8Q: 3 clusters Score -3617748 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3618157.750000 Penalty: 11867.118164
	Iteration 9Q: 3 clusters Score -3618158 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3618522.500000 Penalty: 11867.118164
	Iteration 10Q: 3 clusters Score -3618522 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3618817.750000 Penalty: 11867.118164
	Iteration 11Q: 3 clusters Score -3618818 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3618995.000000 Penalty: 11867.118164
	Iteration 12Q: 3 clusters Score -3618995 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3619141.500000 Penalty: 11867.118164
	Iteration 13Q: 3 clusters Score -3619142 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3619278.250000 Penalty: 11867.118164
	Iteration 14Q: 3 clusters Score -3619278 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3619394.000000 Penalty: 11867.118164
	Iteration 15Q: 3 clusters Score -3619394 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3619493.750000 Penalty: 11867.118164
	Iteration 16Q: 3 clusters Score -3619494 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3619571.250000 Penalty: 11867.118164
	Iteration 17Q: 3 clusters Score -3619571 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3619646.000000 Penalty: 11867.118164
	Iteration 18Q: 3 clusters Score -3619646 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3619732.000000 Penalty: 11867.118164
	Iteration 19Q: 3 clusters Score -3619732 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3619770.250000 Penalty: 11867.118164
	Iteration 20F: 3 clusters Score -3619770 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3619815.250000 Penalty: 11867.118164
	Iteration 21Q: 3 clusters Score -3619815 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3619846.000000 Penalty: 11867.118164
	Iteration 22Q: 3 clusters Score -3619846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3619878.000000 Penalty: 11867.118164
	Iteration 23Q: 3 clusters Score -3619878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3619889.000000 Penalty: 11867.118164
	Iteration 24Q: 3 clusters Score -3619889 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3619911.250000 Penalty: 11867.118164
	Iteration 25Q: 3 clusters Score -3619911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3619936.000000 Penalty: 11867.118164
	Iteration 26Q: 3 clusters Score -3619936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3619956.250000 Penalty: 11867.118164
	Iteration 27Q: 3 clusters Score -3619956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3619965.250000 Penalty: 11867.118164
	Iteration 28Q: 3 clusters Score -3619965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3619967.250000 Penalty: 11867.118164
	Iteration 29Q: 3 clusters Score -3619967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3619981.750000 Penalty: 11867.118164
	Iteration 30Q: 3 clusters Score -3619982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3619995.250000 Penalty: 11867.118164
	Iteration 31Q: 3 clusters Score -3619995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3619995.250000 Penalty: 11867.118164
	Iteration 32Q: 3 clusters Score -3619995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3620001.250000 Penalty: 11867.118164
	Iteration 33Q: 3 clusters Score -3620001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3620003.500000 Penalty: 11867.118164
	Iteration 34Q: 3 clusters Score -3620004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3620009.000000 Penalty: 11867.118164
	Iteration 35Q: 3 clusters Score -3620009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3620013.500000 Penalty: 11867.118164
	Iteration 36Q: 3 clusters Score -3620014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3620013.500000 Penalty: 11867.118164
	Iteration 37Q: 3 clusters Score -3620014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3620023.500000 Penalty: 11867.118164
	Iteration 38Q: 3 clusters Score -3620024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3620026.250000 Penalty: 11867.118164
	Iteration 39Q: 3 clusters Score -3620026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3620034.000000 Penalty: 11867.118164
	Iteration 40F: 3 clusters Score -3620034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3620037.500000 Penalty: 11867.118164
	Iteration 41Q: 3 clusters Score -3620038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3620034.000000 Penalty: 11867.118164
	Iteration 42Q: 3 clusters Score -3620034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3620037.750000 Penalty: 11867.118164
	Iteration 43Q: 3 clusters Score -3620038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3620040.250000 Penalty: 11867.118164
	Iteration 44Q: 3 clusters Score -3620040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3620040.250000 Penalty: 11867.118164
	Iteration 45Q: 3 clusters Score -3620040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3620036.000000 Penalty: 11867.118164
	Iteration 46Q: 3 clusters Score -3620036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3620041.500000 Penalty: 11867.118164
	Iteration 47Q: 3 clusters Score -3620042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3620042.250000 Penalty: 11867.118164
	Iteration 48Q: 3 clusters Score -3620042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3620040.000000 Penalty: 11867.118164
	Iteration 49Q: 3 clusters Score -3620040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3620040.000000 Penalty: 11867.118164
	Iteration 50F: 3 clusters Score -3620040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Entering Unmasked Estep 
Score: -16397070.000000 Penalty: 6871.323730
	Iteration 0F: 2 clusters Score -1.639707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -16345720.000000 Penalty: 13742.647461
	Iteration 0F: 3 clusters Score -1.634572e+07 nChanged 33427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -16363820.000000 Penalty: 13742.647461
	Iteration 1F: 3 clusters Score -1.636382e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -16365174.000000 Penalty: 13742.647461
	Iteration 2Q: 3 clusters Score -1.636517e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -16366835.000000 Penalty: 13742.647461
	Iteration 3Q: 3 clusters Score -1.636684e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -16368482.000000 Penalty: 13742.647461
	Iteration 4Q: 3 clusters Score -1.636848e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -16370622.000000 Penalty: 13742.647461
	Iteration 5Q: 3 clusters Score -1.637062e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -16373096.000000 Penalty: 13742.647461
	Iteration 6F: 3 clusters Score -1.63731e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -16375923.000000 Penalty: 13742.647461
	Iteration 7F: 3 clusters Score -1.637592e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -16378571.000000 Penalty: 13742.647461
	Iteration 8F: 3 clusters Score -1.637857e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -16381306.000000 Penalty: 13742.647461
	Iteration 9F: 3 clusters Score -1.638131e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -16383920.000000 Penalty: 13742.647461
	Iteration 10Q: 3 clusters Score -1.638392e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -16386280.000000 Penalty: 13742.647461
	Iteration 11Q: 3 clusters Score -1.638628e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -16388583.000000 Penalty: 13742.647461
	Iteration 12Q: 3 clusters Score -1.638858e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -16390649.000000 Penalty: 13742.647461
	Iteration 13Q: 3 clusters Score -1.639065e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -16392404.000000 Penalty: 13742.647461
	Iteration 14Q: 3 clusters Score -1.63924e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -16393535.000000 Penalty: 13742.647461
	Iteration 15Q: 3 clusters Score -1.639354e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -16394133.000000 Penalty: 13742.647461
	Iteration 16Q: 3 clusters Score -1.639413e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -16394391.000000 Penalty: 13742.647461
	Iteration 17Q: 3 clusters Score -1.639439e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 67161 members 
Entering Unmasked Estep 
Score: -16394646.000000 Penalty: 13742.647461
	Iteration 18Q: 3 clusters Score -1.639465e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -16394757.000000 Penalty: 13742.647461
	Iteration 19Q: 3 clusters Score -1.639476e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -16394822.000000 Penalty: 13742.647461
	Iteration 20F: 3 clusters Score -1.639482e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -16394949.000000 Penalty: 13742.647461
	Iteration 21Q: 3 clusters Score -1.639495e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -16394993.000000 Penalty: 13742.647461
	Iteration 22Q: 3 clusters Score -1.639499e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -16395058.000000 Penalty: 13742.647461
	Iteration 23Q: 3 clusters Score -1.639506e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -16395114.000000 Penalty: 13742.647461
	Iteration 24Q: 3 clusters Score -1.639511e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -16395186.000000 Penalty: 13742.647461
	Iteration 25Q: 3 clusters Score -1.639519e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -16395218.000000 Penalty: 13742.647461
	Iteration 26Q: 3 clusters Score -1.639522e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -16395199.000000 Penalty: 13742.647461
	Iteration 27Q: 3 clusters Score -1.63952e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -16395231.000000 Penalty: 13742.647461
	Iteration 28Q: 3 clusters Score -1.639523e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -16395231.000000 Penalty: 13742.647461
	Iteration 29Q: 3 clusters Score -1.639523e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -16395229.000000 Penalty: 13742.647461
	Iteration 30Q: 3 clusters Score -1.639523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -16395211.000000 Penalty: 13742.647461
	Iteration 31Q: 3 clusters Score -1.639521e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -16395239.000000 Penalty: 13742.647461
	Iteration 32Q: 3 clusters Score -1.639524e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -16395231.000000 Penalty: 13742.647461
	Iteration 33Q: 3 clusters Score -1.639523e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -16395251.000000 Penalty: 13742.647461
	Iteration 34Q: 3 clusters Score -1.639525e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -16395278.000000 Penalty: 13742.647461
	Iteration 35Q: 3 clusters Score -1.639528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -16395305.000000 Penalty: 13742.647461
	Iteration 36Q: 3 clusters Score -1.63953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -16395294.000000 Penalty: 13742.647461
	Iteration 37Q: 3 clusters Score -1.639529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -16395326.000000 Penalty: 13742.647461
	Iteration 38Q: 3 clusters Score -1.639533e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -16395318.000000 Penalty: 13742.647461
	Iteration 39Q: 3 clusters Score -1.639532e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -16395322.000000 Penalty: 13742.647461
	Iteration 40F: 3 clusters Score -1.639532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -16395317.000000 Penalty: 13742.647461
	Iteration 41Q: 3 clusters Score -1.639532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -16395326.000000 Penalty: 13742.647461
	Iteration 42Q: 3 clusters Score -1.639533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -16395325.000000 Penalty: 13742.647461
	Iteration 43Q: 3 clusters Score -1.639532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -16395315.000000 Penalty: 13742.647461
	Iteration 44Q: 3 clusters Score -1.639532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -16395321.000000 Penalty: 13742.647461
	Iteration 45Q: 3 clusters Score -1.639532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -16395315.000000 Penalty: 13742.647461
	Iteration 46Q: 3 clusters Score -1.639532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -16395320.000000 Penalty: 13742.647461
	Iteration 47Q: 3 clusters Score -1.639532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -16395333.000000 Penalty: 13742.647461
	Iteration 48Q: 3 clusters Score -1.639533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -16395340.000000 Penalty: 13742.647461
	Iteration 49Q: 3 clusters Score -1.639534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -16395345.000000 Penalty: 13742.647461
	Iteration 50Q: 3 clusters Score -1.639534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -16395362.000000 Penalty: 13742.647461
	Iteration 51Q: 3 clusters Score -1.639536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -16395363.000000 Penalty: 13742.647461
	Iteration 52Q: 3 clusters Score -1.639536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -16395370.000000 Penalty: 13742.647461
	Iteration 53Q: 3 clusters Score -1.639537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -16395384.000000 Penalty: 13742.647461
	Iteration 54Q: 3 clusters Score -1.639538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -16395396.000000 Penalty: 13742.647461
	Iteration 55Q: 3 clusters Score -1.63954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -16395384.000000 Penalty: 13742.647461
	Iteration 56Q: 3 clusters Score -1.639538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -16395408.000000 Penalty: 13742.647461
	Iteration 57Q: 3 clusters Score -1.639541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -16395398.000000 Penalty: 13742.647461
	Iteration 58Q: 3 clusters Score -1.63954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -16395398.000000 Penalty: 13742.647461
	Iteration 59F: 3 clusters Score -1.63954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Entering Unmasked Estep 
Score: -12657534.000000 Penalty: 6720.550293
	Iteration 0F: 2 clusters Score -1.265753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -12616728.000000 Penalty: 13441.100586
	Iteration 0F: 3 clusters Score -1.261673e+07 nChanged 25786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -12631279.000000 Penalty: 13441.100586
	Iteration 1F: 3 clusters Score -1.263128e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -12633212.000000 Penalty: 13441.100586
	Iteration 2F: 3 clusters Score -1.263321e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -12635676.000000 Penalty: 13441.100586
	Iteration 3F: 3 clusters Score -1.263568e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -12638616.000000 Penalty: 13441.100586
	Iteration 4F: 3 clusters Score -1.263862e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -12641619.000000 Penalty: 13441.100586
	Iteration 5F: 3 clusters Score -1.264162e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -12644142.000000 Penalty: 13441.100586
	Iteration 6F: 3 clusters Score -1.264414e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -12645988.000000 Penalty: 13441.100586
	Iteration 7F: 3 clusters Score -1.264599e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -12647361.000000 Penalty: 13441.100586
	Iteration 8Q: 3 clusters Score -1.264736e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -12648299.000000 Penalty: 13441.100586
	Iteration 9Q: 3 clusters Score -1.26483e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -12649026.000000 Penalty: 13441.100586
	Iteration 10Q: 3 clusters Score -1.264903e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -12649560.000000 Penalty: 13441.100586
	Iteration 11Q: 3 clusters Score -1.264956e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -12649947.000000 Penalty: 13441.100586
	Iteration 12Q: 3 clusters Score -1.264995e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -12650255.000000 Penalty: 13441.100586
	Iteration 13Q: 3 clusters Score -1.265026e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -12650474.000000 Penalty: 13441.100586
	Iteration 14Q: 3 clusters Score -1.265047e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -12650618.000000 Penalty: 13441.100586
	Iteration 15Q: 3 clusters Score -1.265062e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -12650745.000000 Penalty: 13441.100586
	Iteration 16Q: 3 clusters Score -1.265074e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -12650873.000000 Penalty: 13441.100586
	Iteration 17Q: 3 clusters Score -1.265087e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -12650983.000000 Penalty: 13441.100586
	Iteration 18Q: 3 clusters Score -1.265098e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -12651072.000000 Penalty: 13441.100586
	Iteration 19Q: 3 clusters Score -1.265107e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -12651144.000000 Penalty: 13441.100586
	Iteration 20F: 3 clusters Score -1.265114e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -12651281.000000 Penalty: 13441.100586
	Iteration 21Q: 3 clusters Score -1.265128e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -12651277.000000 Penalty: 13441.100586
	Iteration 22Q: 3 clusters Score -1.265128e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -12651338.000000 Penalty: 13441.100586
	Iteration 23Q: 3 clusters Score -1.265134e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -12651364.000000 Penalty: 13441.100586
	Iteration 24Q: 3 clusters Score -1.265136e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -12651392.000000 Penalty: 13441.100586
	Iteration 25Q: 3 clusters Score -1.265139e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -12651469.000000 Penalty: 13441.100586
	Iteration 26Q: 3 clusters Score -1.265147e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -12651513.000000 Penalty: 13441.100586
	Iteration 27Q: 3 clusters Score -1.265151e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -12651525.000000 Penalty: 13441.100586
	Iteration 28Q: 3 clusters Score -1.265152e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -12651577.000000 Penalty: 13441.100586
	Iteration 29Q: 3 clusters Score -1.265158e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -12651642.000000 Penalty: 13441.100586
	Iteration 30Q: 3 clusters Score -1.265164e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -12651685.000000 Penalty: 13441.100586
	Iteration 31Q: 3 clusters Score -1.265168e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -12651728.000000 Penalty: 13441.100586
	Iteration 32Q: 3 clusters Score -1.265173e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -12651797.000000 Penalty: 13441.100586
	Iteration 33Q: 3 clusters Score -1.26518e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -12651880.000000 Penalty: 13441.100586
	Iteration 34Q: 3 clusters Score -1.265188e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -12651933.000000 Penalty: 13441.100586
	Iteration 35Q: 3 clusters Score -1.265193e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -12652011.000000 Penalty: 13441.100586
	Iteration 36Q: 3 clusters Score -1.265201e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -12652081.000000 Penalty: 13441.100586
	Iteration 37Q: 3 clusters Score -1.265208e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -12652118.000000 Penalty: 13441.100586
	Iteration 38Q: 3 clusters Score -1.265212e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -12652218.000000 Penalty: 13441.100586
	Iteration 39Q: 3 clusters Score -1.265222e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -12652265.000000 Penalty: 13441.100586
	Iteration 40F: 3 clusters Score -1.265226e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -12652335.000000 Penalty: 13441.100586
	Iteration 41Q: 3 clusters Score -1.265234e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -12652429.000000 Penalty: 13441.100586
	Iteration 42Q: 3 clusters Score -1.265243e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -12652516.000000 Penalty: 13441.100586
	Iteration 43Q: 3 clusters Score -1.265252e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -12652606.000000 Penalty: 13441.100586
	Iteration 44Q: 3 clusters Score -1.265261e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -12652693.000000 Penalty: 13441.100586
	Iteration 45Q: 3 clusters Score -1.265269e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -12652769.000000 Penalty: 13441.100586
	Iteration 46Q: 3 clusters Score -1.265277e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -12652876.000000 Penalty: 13441.100586
	Iteration 47Q: 3 clusters Score -1.265288e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -12653020.000000 Penalty: 13441.100586
	Iteration 48Q: 3 clusters Score -1.265302e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -12653115.000000 Penalty: 13441.100586
	Iteration 49Q: 3 clusters Score -1.265312e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -12653189.000000 Penalty: 13441.100586
	Iteration 50Q: 3 clusters Score -1.265319e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -12653245.000000 Penalty: 13441.100586
	Iteration 51Q: 3 clusters Score -1.265324e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -12653326.000000 Penalty: 13441.100586
	Iteration 52Q: 3 clusters Score -1.265333e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -12653477.000000 Penalty: 13441.100586
	Iteration 53Q: 3 clusters Score -1.265348e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -12653552.000000 Penalty: 13441.100586
	Iteration 54Q: 3 clusters Score -1.265355e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -12653667.000000 Penalty: 13441.100586
	Iteration 55Q: 3 clusters Score -1.265367e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -12653730.000000 Penalty: 13441.100586
	Iteration 56Q: 3 clusters Score -1.265373e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -12653853.000000 Penalty: 13441.100586
	Iteration 57Q: 3 clusters Score -1.265385e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -12653927.000000 Penalty: 13441.100586
	Iteration 58Q: 3 clusters Score -1.265393e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -12653997.000000 Penalty: 13441.100586
	Iteration 59Q: 3 clusters Score -1.2654e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -12654016.000000 Penalty: 13441.100586
	Iteration 60F: 3 clusters Score -1.265402e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -12654061.000000 Penalty: 13441.100586
	Iteration 61Q: 3 clusters Score -1.265406e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -12654132.000000 Penalty: 13441.100586
	Iteration 62Q: 3 clusters Score -1.265413e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -12654217.000000 Penalty: 13441.100586
	Iteration 63Q: 3 clusters Score -1.265422e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -12654301.000000 Penalty: 13441.100586
	Iteration 64Q: 3 clusters Score -1.26543e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -12654410.000000 Penalty: 13441.100586
	Iteration 65Q: 3 clusters Score -1.265441e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -12654463.000000 Penalty: 13441.100586
	Iteration 66Q: 3 clusters Score -1.265446e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -12654516.000000 Penalty: 13441.100586
	Iteration 67Q: 3 clusters Score -1.265452e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -12654595.000000 Penalty: 13441.100586
	Iteration 68Q: 3 clusters Score -1.26546e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -12654694.000000 Penalty: 13441.100586
	Iteration 69Q: 3 clusters Score -1.265469e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -12654761.000000 Penalty: 13441.100586
	Iteration 70Q: 3 clusters Score -1.265476e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -12654825.000000 Penalty: 13441.100586
	Iteration 71Q: 3 clusters Score -1.265482e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -12654863.000000 Penalty: 13441.100586
	Iteration 72Q: 3 clusters Score -1.265486e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -12654902.000000 Penalty: 13441.100586
	Iteration 73Q: 3 clusters Score -1.26549e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -12654981.000000 Penalty: 13441.100586
	Iteration 74Q: 3 clusters Score -1.265498e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -12655046.000000 Penalty: 13441.100586
	Iteration 75Q: 3 clusters Score -1.265505e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -12655132.000000 Penalty: 13441.100586
	Iteration 76Q: 3 clusters Score -1.265513e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -12655277.000000 Penalty: 13441.100586
	Iteration 77Q: 3 clusters Score -1.265528e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -12655343.000000 Penalty: 13441.100586
	Iteration 78Q: 3 clusters Score -1.265534e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -12655403.000000 Penalty: 13441.100586
	Iteration 79Q: 3 clusters Score -1.26554e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -12655498.000000 Penalty: 13441.100586
	Iteration 80F: 3 clusters Score -1.26555e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -12655521.000000 Penalty: 13441.100586
	Iteration 81Q: 3 clusters Score -1.265552e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -12655582.000000 Penalty: 13441.100586
	Iteration 82Q: 3 clusters Score -1.265558e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -12655593.000000 Penalty: 13441.100586
	Iteration 83Q: 3 clusters Score -1.265559e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -12655638.000000 Penalty: 13441.100586
	Iteration 84Q: 3 clusters Score -1.265564e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -12655667.000000 Penalty: 13441.100586
	Iteration 85Q: 3 clusters Score -1.265567e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -12655708.000000 Penalty: 13441.100586
	Iteration 86Q: 3 clusters Score -1.265571e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -12655717.000000 Penalty: 13441.100586
	Iteration 87Q: 3 clusters Score -1.265572e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -12655751.000000 Penalty: 13441.100586
	Iteration 88Q: 3 clusters Score -1.265575e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -12655784.000000 Penalty: 13441.100586
	Iteration 89Q: 3 clusters Score -1.265578e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -12655803.000000 Penalty: 13441.100586
	Iteration 90Q: 3 clusters Score -1.26558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -12655783.000000 Penalty: 13441.100586
	Iteration 91Q: 3 clusters Score -1.265578e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -12655802.000000 Penalty: 13441.100586
	Iteration 92Q: 3 clusters Score -1.26558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -12655794.000000 Penalty: 13441.100586
	Iteration 93Q: 3 clusters Score -1.265579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -12655792.000000 Penalty: 13441.100586
	Iteration 94Q: 3 clusters Score -1.265579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -12655796.000000 Penalty: 13441.100586
	Iteration 95Q: 3 clusters Score -1.26558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -12655820.000000 Penalty: 13441.100586
	Iteration 96Q: 3 clusters Score -1.265582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -12655808.000000 Penalty: 13441.100586
	Iteration 97Q: 3 clusters Score -1.265581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -12655798.000000 Penalty: 13441.100586
	Iteration 98Q: 3 clusters Score -1.26558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -12655814.000000 Penalty: 13441.100586
	Iteration 99Q: 3 clusters Score -1.265581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -12655817.000000 Penalty: 13441.100586
	Iteration 100F: 3 clusters Score -1.265582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -12655816.000000 Penalty: 13441.100586
	Iteration 101Q: 3 clusters Score -1.265582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -12655824.000000 Penalty: 13441.100586
	Iteration 102Q: 3 clusters Score -1.265582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -12655830.000000 Penalty: 13441.100586
	Iteration 103Q: 3 clusters Score -1.265583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -12655816.000000 Penalty: 13441.100586
	Iteration 104Q: 3 clusters Score -1.265582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -12655820.000000 Penalty: 13441.100586
	Iteration 105Q: 3 clusters Score -1.265582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -12655848.000000 Penalty: 13441.100586
	Iteration 106Q: 3 clusters Score -1.265585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -12655828.000000 Penalty: 13441.100586
	Iteration 107Q: 3 clusters Score -1.265583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -12655833.000000 Penalty: 13441.100586
	Iteration 108Q: 3 clusters Score -1.265583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -12655836.000000 Penalty: 13441.100586
	Iteration 109Q: 3 clusters Score -1.265584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -12655824.000000 Penalty: 13441.100586
	Iteration 110Q: 3 clusters Score -1.265582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -12655833.000000 Penalty: 13441.100586
	Iteration 111Q: 3 clusters Score -1.265583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -12655852.000000 Penalty: 13441.100586
	Iteration 112Q: 3 clusters Score -1.265585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -12655848.000000 Penalty: 13441.100586
	Iteration 113Q: 3 clusters Score -1.265585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -12655842.000000 Penalty: 13441.100586
	Iteration 114Q: 3 clusters Score -1.265584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -12655844.000000 Penalty: 13441.100586
	Iteration 115Q: 3 clusters Score -1.265584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -12655857.000000 Penalty: 13441.100586
	Iteration 116Q: 3 clusters Score -1.265586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -12655859.000000 Penalty: 13441.100586
	Iteration 117Q: 3 clusters Score -1.265586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -12655851.000000 Penalty: 13441.100586
	Iteration 118Q: 3 clusters Score -1.265585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -12655851.000000 Penalty: 13441.100586
	Iteration 119F: 3 clusters Score -1.265585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Entering Unmasked Estep 
Score: -4646697.000000 Penalty: 6091.819824
	Iteration 0F: 2 clusters Score -4646697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -4629625.000000 Penalty: 12183.639648
	Iteration 0F: 3 clusters Score -4629625 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -4634677.500000 Penalty: 12183.639648
	Iteration 1F: 3 clusters Score -4634678 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -4635993.000000 Penalty: 12183.639648
	Iteration 2F: 3 clusters Score -4635993 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -4637478.000000 Penalty: 12183.639648
	Iteration 3F: 3 clusters Score -4637478 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -4638975.000000 Penalty: 12183.639648
	Iteration 4F: 3 clusters Score -4638975 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -4640376.000000 Penalty: 12183.639648
	Iteration 5F: 3 clusters Score -4640376 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4641518.500000 Penalty: 12183.639648
	Iteration 6F: 3 clusters Score -4641518 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4642384.500000 Penalty: 12183.639648
	Iteration 7F: 3 clusters Score -4642384 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -4642972.000000 Penalty: 12183.639648
	Iteration 8Q: 3 clusters Score -4642972 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -4643436.000000 Penalty: 12183.639648
	Iteration 9Q: 3 clusters Score -4643436 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -4643726.000000 Penalty: 12183.639648
	Iteration 10Q: 3 clusters Score -4643726 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -4643914.500000 Penalty: 12183.639648
	Iteration 11Q: 3 clusters Score -4643914 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4644046.500000 Penalty: 12183.639648
	Iteration 12Q: 3 clusters Score -4644046 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4644148.000000 Penalty: 12183.639648
	Iteration 13Q: 3 clusters Score -4644148 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -4644218.000000 Penalty: 12183.639648
	Iteration 14Q: 3 clusters Score -4644218 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -4644317.500000 Penalty: 12183.639648
	Iteration 15Q: 3 clusters Score -4644318 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -4644417.500000 Penalty: 12183.639648
	Iteration 16Q: 3 clusters Score -4644418 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -4644531.500000 Penalty: 12183.639648
	Iteration 17Q: 3 clusters Score -4644532 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -4644636.000000 Penalty: 12183.639648
	Iteration 18Q: 3 clusters Score -4644636 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -4644747.000000 Penalty: 12183.639648
	Iteration 19Q: 3 clusters Score -4644747 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4644831.500000 Penalty: 12183.639648
	Iteration 20F: 3 clusters Score -4644832 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -4644921.000000 Penalty: 12183.639648
	Iteration 21Q: 3 clusters Score -4644921 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -4644987.500000 Penalty: 12183.639648
	Iteration 22Q: 3 clusters Score -4644988 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -4645050.500000 Penalty: 12183.639648
	Iteration 23Q: 3 clusters Score -4645050 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -4645090.500000 Penalty: 12183.639648
	Iteration 24Q: 3 clusters Score -4645090 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -4645122.000000 Penalty: 12183.639648
	Iteration 25Q: 3 clusters Score -4645122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -4645144.000000 Penalty: 12183.639648
	Iteration 26Q: 3 clusters Score -4645144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -4645148.500000 Penalty: 12183.639648
	Iteration 27Q: 3 clusters Score -4645148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4645165.000000 Penalty: 12183.639648
	Iteration 28Q: 3 clusters Score -4645165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -4645174.500000 Penalty: 12183.639648
	Iteration 29Q: 3 clusters Score -4645174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4645180.500000 Penalty: 12183.639648
	Iteration 30Q: 3 clusters Score -4645180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -4645185.500000 Penalty: 12183.639648
	Iteration 31Q: 3 clusters Score -4645186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -4645198.500000 Penalty: 12183.639648
	Iteration 32Q: 3 clusters Score -4645198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -4645208.500000 Penalty: 12183.639648
	Iteration 33Q: 3 clusters Score -4645208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -4645207.000000 Penalty: 12183.639648
	Iteration 34Q: 3 clusters Score -4645207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4645216.500000 Penalty: 12183.639648
	Iteration 35Q: 3 clusters Score -4645216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -4645225.500000 Penalty: 12183.639648
	Iteration 36Q: 3 clusters Score -4645226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -4645231.000000 Penalty: 12183.639648
	Iteration 37Q: 3 clusters Score -4645231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4645221.500000 Penalty: 12183.639648
	Iteration 38Q: 3 clusters Score -4645222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4645228.000000 Penalty: 12183.639648
	Iteration 39Q: 3 clusters Score -4645228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -4645230.500000 Penalty: 12183.639648
	Iteration 40F: 3 clusters Score -4645230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -4645223.500000 Penalty: 12183.639648
	Iteration 41Q: 3 clusters Score -4645224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -4645233.500000 Penalty: 12183.639648
	Iteration 42Q: 3 clusters Score -4645234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -4645231.500000 Penalty: 12183.639648
	Iteration 43Q: 3 clusters Score -4645232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4645232.000000 Penalty: 12183.639648
	Iteration 44Q: 3 clusters Score -4645232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -4645231.500000 Penalty: 12183.639648
	Iteration 45Q: 3 clusters Score -4645232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -4645232.500000 Penalty: 12183.639648
	Iteration 46Q: 3 clusters Score -4645232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -4645241.000000 Penalty: 12183.639648
	Iteration 47Q: 3 clusters Score -4645241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -4645241.500000 Penalty: 12183.639648
	Iteration 48Q: 3 clusters Score -4645242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4645242.000000 Penalty: 12183.639648
	Iteration 49Q: 3 clusters Score -4645242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4645244.000000 Penalty: 12183.639648
	Iteration 50Q: 3 clusters Score -4645244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -4645249.000000 Penalty: 12183.639648
	Iteration 51Q: 3 clusters Score -4645249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -4645249.500000 Penalty: 12183.639648
	Iteration 52Q: 3 clusters Score -4645250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -4645255.000000 Penalty: 12183.639648
	Iteration 53Q: 3 clusters Score -4645255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -4645255.000000 Penalty: 12183.639648
	Iteration 54F: 3 clusters Score -4645255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (86317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Entering Unmasked Estep 
Score: -19697160.000000 Penalty: 6961.541504
	Iteration 0F: 2 clusters Score -1.969716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -19638016.000000 Penalty: 13923.083008
	Iteration 0F: 3 clusters Score -1.963802e+07 nChanged 39045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -19659370.000000 Penalty: 13923.083008
	Iteration 1F: 3 clusters Score -1.965937e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -19660532.000000 Penalty: 13923.083008
	Iteration 2Q: 3 clusters Score -1.966053e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -19661586.000000 Penalty: 13923.083008
	Iteration 3Q: 3 clusters Score -1.966159e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -19662898.000000 Penalty: 13923.083008
	Iteration 4Q: 3 clusters Score -1.96629e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -19664724.000000 Penalty: 13923.083008
	Iteration 5Q: 3 clusters Score -1.966472e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -19667596.000000 Penalty: 13923.083008
	Iteration 6F: 3 clusters Score -1.96676e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -19671642.000000 Penalty: 13923.083008
	Iteration 7F: 3 clusters Score -1.967164e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -19676704.000000 Penalty: 13923.083008
	Iteration 8F: 3 clusters Score -1.96767e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -19681718.000000 Penalty: 13923.083008
	Iteration 9F: 3 clusters Score -1.968172e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -19685438.000000 Penalty: 13923.083008
	Iteration 10F: 3 clusters Score -1.968544e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -19687706.000000 Penalty: 13923.083008
	Iteration 11Q: 3 clusters Score -1.968771e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -19689166.000000 Penalty: 13923.083008
	Iteration 12Q: 3 clusters Score -1.968917e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -19689964.000000 Penalty: 13923.083008
	Iteration 13Q: 3 clusters Score -1.968996e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -19690458.000000 Penalty: 13923.083008
	Iteration 14Q: 3 clusters Score -1.969046e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84749 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -19690700.000000 Penalty: 13923.083008
	Iteration 15Q: 3 clusters Score -1.96907e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19690878.000000 Penalty: 13923.083008
	Iteration 16Q: 3 clusters Score -1.969088e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -19690946.000000 Penalty: 13923.083008
	Iteration 17Q: 3 clusters Score -1.969095e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19691010.000000 Penalty: 13923.083008
	Iteration 18Q: 3 clusters Score -1.969101e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -19691076.000000 Penalty: 13923.083008
	Iteration 19Q: 3 clusters Score -1.969108e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -19691098.000000 Penalty: 13923.083008
	Iteration 20F: 3 clusters Score -1.96911e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -19691140.000000 Penalty: 13923.083008
	Iteration 21Q: 3 clusters Score -1.969114e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -19691144.000000 Penalty: 13923.083008
	Iteration 22Q: 3 clusters Score -1.969114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -19691168.000000 Penalty: 13923.083008
	Iteration 23Q: 3 clusters Score -1.969117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -19691162.000000 Penalty: 13923.083008
	Iteration 24Q: 3 clusters Score -1.969116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -19691164.000000 Penalty: 13923.083008
	Iteration 25Q: 3 clusters Score -1.969116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -19691192.000000 Penalty: 13923.083008
	Iteration 26Q: 3 clusters Score -1.969119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85241 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -19691204.000000 Penalty: 13923.083008
	Iteration 27Q: 3 clusters Score -1.96912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85241 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -19691200.000000 Penalty: 13923.083008
	Iteration 28Q: 3 clusters Score -1.96912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19691198.000000 Penalty: 13923.083008
	Iteration 29Q: 3 clusters Score -1.96912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19691198.000000 Penalty: 13923.083008
	Iteration 30F: 3 clusters Score -1.96912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Entering Unmasked Estep 
Score: -10164671.000000 Penalty: 6552.922852
	Iteration 0F: 2 clusters Score -1.016467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -10132627.000000 Penalty: 13105.845703
	Iteration 0F: 3 clusters Score -1.013263e+07 nChanged 19224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -10142747.000000 Penalty: 13105.845703
	Iteration 1F: 3 clusters Score -1.014275e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -10143634.000000 Penalty: 13105.845703
	Iteration 2F: 3 clusters Score -1.014363e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -10144423.000000 Penalty: 13105.845703
	Iteration 3Q: 3 clusters Score -1.014442e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -10145117.000000 Penalty: 13105.845703
	Iteration 4Q: 3 clusters Score -1.014512e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -10145975.000000 Penalty: 13105.845703
	Iteration 5Q: 3 clusters Score -1.014598e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -10146819.000000 Penalty: 13105.845703
	Iteration 6Q: 3 clusters Score -1.014682e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -10147841.000000 Penalty: 13105.845703
	Iteration 7Q: 3 clusters Score -1.014784e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -10149024.000000 Penalty: 13105.845703
	Iteration 8Q: 3 clusters Score -1.014902e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -10150384.000000 Penalty: 13105.845703
	Iteration 9Q: 3 clusters Score -1.015038e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -10151784.000000 Penalty: 13105.845703
	Iteration 10Q: 3 clusters Score -1.015178e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -10153431.000000 Penalty: 13105.845703
	Iteration 11Q: 3 clusters Score -1.015343e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -10154899.000000 Penalty: 13105.845703
	Iteration 12Q: 3 clusters Score -1.01549e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -10156182.000000 Penalty: 13105.845703
	Iteration 13Q: 3 clusters Score -1.015618e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -10157121.000000 Penalty: 13105.845703
	Iteration 14Q: 3 clusters Score -1.015712e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -10157819.000000 Penalty: 13105.845703
	Iteration 15Q: 3 clusters Score -1.015782e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -10158291.000000 Penalty: 13105.845703
	Iteration 16Q: 3 clusters Score -1.015829e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -10158588.000000 Penalty: 13105.845703
	Iteration 17Q: 3 clusters Score -1.015859e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10158762.000000 Penalty: 13105.845703
	Iteration 18Q: 3 clusters Score -1.015876e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -10158873.000000 Penalty: 13105.845703
	Iteration 19Q: 3 clusters Score -1.015887e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -10158957.000000 Penalty: 13105.845703
	Iteration 20F: 3 clusters Score -1.015896e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -10159038.000000 Penalty: 13105.845703
	Iteration 21Q: 3 clusters Score -1.015904e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -10159089.000000 Penalty: 13105.845703
	Iteration 22Q: 3 clusters Score -1.015909e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -10159110.000000 Penalty: 13105.845703
	Iteration 23Q: 3 clusters Score -1.015911e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10159162.000000 Penalty: 13105.845703
	Iteration 24Q: 3 clusters Score -1.015916e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10159191.000000 Penalty: 13105.845703
	Iteration 25Q: 3 clusters Score -1.015919e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10159228.000000 Penalty: 13105.845703
	Iteration 26Q: 3 clusters Score -1.015923e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10159221.000000 Penalty: 13105.845703
	Iteration 27Q: 3 clusters Score -1.015922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10159250.000000 Penalty: 13105.845703
	Iteration 28Q: 3 clusters Score -1.015925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -10159254.000000 Penalty: 13105.845703
	Iteration 29Q: 3 clusters Score -1.015925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10159253.000000 Penalty: 13105.845703
	Iteration 30Q: 3 clusters Score -1.015925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10159255.000000 Penalty: 13105.845703
	Iteration 31Q: 3 clusters Score -1.015926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10159274.000000 Penalty: 13105.845703
	Iteration 32Q: 3 clusters Score -1.015927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10159281.000000 Penalty: 13105.845703
	Iteration 33Q: 3 clusters Score -1.015928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10159279.000000 Penalty: 13105.845703
	Iteration 34Q: 3 clusters Score -1.015928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10159301.000000 Penalty: 13105.845703
	Iteration 35Q: 3 clusters Score -1.01593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10159297.000000 Penalty: 13105.845703
	Iteration 36Q: 3 clusters Score -1.01593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10159306.000000 Penalty: 13105.845703
	Iteration 37Q: 3 clusters Score -1.015931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10159316.000000 Penalty: 13105.845703
	Iteration 38Q: 3 clusters Score -1.015932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10159320.000000 Penalty: 13105.845703
	Iteration 39Q: 3 clusters Score -1.015932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10159315.000000 Penalty: 13105.845703
	Iteration 40F: 3 clusters Score -1.015932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10159321.000000 Penalty: 13105.845703
	Iteration 41Q: 3 clusters Score -1.015932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -10159324.000000 Penalty: 13105.845703
	Iteration 42Q: 3 clusters Score -1.015932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10159320.000000 Penalty: 13105.845703
	Iteration 43Q: 3 clusters Score -1.015932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -10159322.000000 Penalty: 13105.845703
	Iteration 44Q: 3 clusters Score -1.015932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10159332.000000 Penalty: 13105.845703
	Iteration 45Q: 3 clusters Score -1.015933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10159341.000000 Penalty: 13105.845703
	Iteration 46Q: 3 clusters Score -1.015934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10159348.000000 Penalty: 13105.845703
	Iteration 47Q: 3 clusters Score -1.015935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10159360.000000 Penalty: 13105.845703
	Iteration 48Q: 3 clusters Score -1.015936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10159360.000000 Penalty: 13105.845703
	Iteration 49F: 3 clusters Score -1.015936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Entering Unmasked Estep 
Score: -1355090.500000 Penalty: 5314.200684
	Iteration 0F: 2 clusters Score -1355090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1347508.000000 Penalty: 10628.401367
	Iteration 0F: 3 clusters Score -1347508 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1348764.875000 Penalty: 10628.401367
	Iteration 1F: 3 clusters Score -1348765 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1349069.125000 Penalty: 10628.401367
	Iteration 2F: 3 clusters Score -1349069 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1349226.375000 Penalty: 10628.401367
	Iteration 3Q: 3 clusters Score -1349226 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1349332.500000 Penalty: 10628.401367
	Iteration 4Q: 3 clusters Score -1349332 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1349410.375000 Penalty: 10628.401367
	Iteration 5Q: 3 clusters Score -1349410 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1349461.375000 Penalty: 10628.401367
	Iteration 6Q: 3 clusters Score -1349461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1349497.375000 Penalty: 10628.401367
	Iteration 7Q: 3 clusters Score -1349497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1349524.125000 Penalty: 10628.401367
	Iteration 8Q: 3 clusters Score -1349524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1349553.500000 Penalty: 10628.401367
	Iteration 9Q: 3 clusters Score -1349554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1349585.375000 Penalty: 10628.401367
	Iteration 10Q: 3 clusters Score -1349585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1349613.125000 Penalty: 10628.401367
	Iteration 11Q: 3 clusters Score -1349613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1349630.250000 Penalty: 10628.401367
	Iteration 12Q: 3 clusters Score -1349630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1349648.250000 Penalty: 10628.401367
	Iteration 13Q: 3 clusters Score -1349648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1349663.625000 Penalty: 10628.401367
	Iteration 14Q: 3 clusters Score -1349664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1349675.125000 Penalty: 10628.401367
	Iteration 15Q: 3 clusters Score -1349675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1349679.500000 Penalty: 10628.401367
	Iteration 16Q: 3 clusters Score -1349680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1349683.750000 Penalty: 10628.401367
	Iteration 17Q: 3 clusters Score -1349684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1349688.500000 Penalty: 10628.401367
	Iteration 18Q: 3 clusters Score -1349688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1349695.750000 Penalty: 10628.401367
	Iteration 19Q: 3 clusters Score -1349696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1349703.625000 Penalty: 10628.401367
	Iteration 20F: 3 clusters Score -1349704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1349707.375000 Penalty: 10628.401367
	Iteration 21Q: 3 clusters Score -1349707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1349712.125000 Penalty: 10628.401367
	Iteration 22Q: 3 clusters Score -1349712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1349722.625000 Penalty: 10628.401367
	Iteration 23Q: 3 clusters Score -1349723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1349731.125000 Penalty: 10628.401367
	Iteration 24Q: 3 clusters Score -1349731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1349737.250000 Penalty: 10628.401367
	Iteration 25Q: 3 clusters Score -1349737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1349740.125000 Penalty: 10628.401367
	Iteration 26Q: 3 clusters Score -1349740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1349745.875000 Penalty: 10628.401367
	Iteration 27Q: 3 clusters Score -1349746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1349749.875000 Penalty: 10628.401367
	Iteration 28Q: 3 clusters Score -1349750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1349753.125000 Penalty: 10628.401367
	Iteration 29Q: 3 clusters Score -1349753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1349756.625000 Penalty: 10628.401367
	Iteration 30Q: 3 clusters Score -1349757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1349758.625000 Penalty: 10628.401367
	Iteration 31Q: 3 clusters Score -1349759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1349762.750000 Penalty: 10628.401367
	Iteration 32Q: 3 clusters Score -1349763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1349763.750000 Penalty: 10628.401367
	Iteration 33Q: 3 clusters Score -1349764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1349765.375000 Penalty: 10628.401367
	Iteration 34Q: 3 clusters Score -1349765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1349774.625000 Penalty: 10628.401367
	Iteration 35Q: 3 clusters Score -1349775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1349777.000000 Penalty: 10628.401367
	Iteration 36Q: 3 clusters Score -1349777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1349781.250000 Penalty: 10628.401367
	Iteration 37Q: 3 clusters Score -1349781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1349784.625000 Penalty: 10628.401367
	Iteration 38Q: 3 clusters Score -1349785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1349786.000000 Penalty: 10628.401367
	Iteration 39Q: 3 clusters Score -1349786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1349788.250000 Penalty: 10628.401367
	Iteration 40F: 3 clusters Score -1349788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1349791.375000 Penalty: 10628.401367
	Iteration 41Q: 3 clusters Score -1349791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1349792.500000 Penalty: 10628.401367
	Iteration 42Q: 3 clusters Score -1349792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1349796.250000 Penalty: 10628.401367
	Iteration 43Q: 3 clusters Score -1349796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1349800.375000 Penalty: 10628.401367
	Iteration 44Q: 3 clusters Score -1349800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1349799.625000 Penalty: 10628.401367
	Iteration 45Q: 3 clusters Score -1349800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1349800.500000 Penalty: 10628.401367
	Iteration 46Q: 3 clusters Score -1349800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1349805.000000 Penalty: 10628.401367
	Iteration 47Q: 3 clusters Score -1349805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1349806.500000 Penalty: 10628.401367
	Iteration 48Q: 3 clusters Score -1349806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1349808.625000 Penalty: 10628.401367
	Iteration 49Q: 3 clusters Score -1349809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1349812.625000 Penalty: 10628.401367
	Iteration 50Q: 3 clusters Score -1349813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1349812.625000 Penalty: 10628.401367
	Iteration 51F: 3 clusters Score -1349813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -527317.187500 Penalty: 4779.854004
	Iteration 0F: 2 clusters Score -527317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -522098.000000 Penalty: 9559.708008
	Iteration 0F: 3 clusters Score -522098 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -522916.187500 Penalty: 9559.708008
	Iteration 1F: 3 clusters Score -522916.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -523355.375000 Penalty: 9559.708008
	Iteration 2F: 3 clusters Score -523355.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -523731.437500 Penalty: 9559.708008
	Iteration 3F: 3 clusters Score -523731.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -524086.000000 Penalty: 9559.708008
	Iteration 4F: 3 clusters Score -524086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -524423.812500 Penalty: 9559.708008
	Iteration 5F: 3 clusters Score -524423.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -524695.812500 Penalty: 9559.708008
	Iteration 6Q: 3 clusters Score -524695.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -524966.000000 Penalty: 9559.708008
	Iteration 7Q: 3 clusters Score -524966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -525249.937500 Penalty: 9559.708008
	Iteration 8Q: 3 clusters Score -525249.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -525664.875000 Penalty: 9559.708008
	Iteration 9Q: 3 clusters Score -525664.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -526142.500000 Penalty: 9559.708008
	Iteration 10Q: 3 clusters Score -526142.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -526653.312500 Penalty: 9559.708008
	Iteration 11Q: 3 clusters Score -526653.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -527033.750000 Penalty: 9559.708008
	Iteration 12Q: 3 clusters Score -527033.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -527354.812500 Penalty: 9559.708008
	Iteration 13Q: 3 clusters Score -527354.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -527521.500000 Penalty: 9559.708008
	Iteration 14Q: 3 clusters Score -527521.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -527562.812500 Penalty: 9559.708008
	Iteration 15Q: 3 clusters Score -527562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -527574.500000 Penalty: 9559.708008
	Iteration 16Q: 3 clusters Score -527574.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -527592.562500 Penalty: 9559.708008
	Iteration 17F: 3 clusters Score -527592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -527616.250000 Penalty: 9559.708008
	Iteration 18Q: 3 clusters Score -527616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -527638.625000 Penalty: 9559.708008
	Iteration 19Q: 3 clusters Score -527638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -527677.125000 Penalty: 9559.708008
	Iteration 20F: 3 clusters Score -527677.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 15776 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108701 members 
Mstep: Class 6 contains 63558 members 
Mstep: Class 7 contains 13791 members 
Mstep: Class 8 contains 125727 members 
Mstep: Class 9 contains 42507 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17345 members 
Mstep: Class 13 contains 131331 members 
Mstep: Class 14 contains 38548 members 
Mstep: Class 15 contains 71911 members 
Mstep: Class 16 contains 16114 members 
Mstep: Class 17 contains 74495 members 
Mstep: Class 18 contains 58240 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86317 members 
Mstep: Class 21 contains 44296 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 1112 members 
Mstep: Class 24 contains 35967 members 
Mstep: Class 25 contains 1338 members 
Entering Unmasked Estep 
Score: -272438048.000000 Penalty: 214562.796875
Splitting cluster 23 changes total score from -272439968.000000 to -272438048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (35967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Entering Unmasked Estep 
Score: -8233250.000000 Penalty: 6425.343750
	Iteration 0F: 2 clusters Score -8233250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -8206576.500000 Penalty: 12850.687500
	Iteration 0F: 3 clusters Score -8206576 nChanged 15333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8214714 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -8215530.500000 Penalty: 12850.687500
	Iteration 2F: 3 clusters Score -8215530 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -8216050.000000 Penalty: 12850.687500
	Iteration 3Q: 3 clusters Score -8216050 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8216452 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -8216759.000000 Penalty: 12850.687500
	Iteration 5Q: 3 clusters Score -8216759 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -8216988.500000 Penalty: 12850.687500
	Iteration 6Q: 3 clusters Score -8216988 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -8217212.000000 Penalty: 12850.687500
	Iteration 7Q: 3 clusters Score -8217212 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -8217438.500000 Penalty: 12850.687500
	Iteration 8Q: 3 clusters Score -8217438 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -8217624.500000 Penalty: 12850.687500
	Iteration 9Q: 3 clusters Score -8217624 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -8217889.000000 Penalty: 12850.687500
	Iteration 10Q: 3 clusters Score -8217889 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -8218135.500000 Penalty: 12850.687500
	Iteration 11Q: 3 clusters Score -8218136 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -8218404.000000 Penalty: 12850.687500
	Iteration 12Q: 3 clusters Score -8218404 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -8218617.500000 Penalty: 12850.687500
	Iteration 13Q: 3 clusters Score -8218618 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -8218886.500000 Penalty: 12850.687500
	Iteration 14Q: 3 clusters Score -8218886 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -8219184.000000 Penalty: 12850.687500
	Iteration 15Q: 3 clusters Score -8219184 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -8219526.500000 Penalty: 12850.687500
	Iteration 16Q: 3 clusters Score -8219526 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -8219993.000000 Penalty: 12850.687500
	Iteration 17Q: 3 clusters Score -8219993 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -8220496.000000 Penalty: 12850.687500
	Iteration 18Q: 3 clusters Score -8220496 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -8220976.000000 Penalty: 12850.687500
	Iteration 19Q: 3 clusters Score -8220976 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -8221570.500000 Penalty: 12850.687500
	Iteration 20F: 3 clusters Score -8221570 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -8222129.000000 Penalty: 12850.687500
	Iteration 21Q: 3 clusters Score -8222129 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -8222651.500000 Penalty: 12850.687500
	Iteration 22Q: 3 clusters Score -8222652 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -8223103.500000 Penalty: 12850.687500
	Iteration 23Q: 3 clusters Score -8223104 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -8223542.500000 Penalty: 12850.687500
	Iteration 24Q: 3 clusters Score -8223542 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -8223910.000000 Penalty: 12850.687500
	Iteration 25Q: 3 clusters Score -8223910 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -8224193.500000 Penalty: 12850.687500
	Iteration 26Q: 3 clusters Score -8224194 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -8224372.500000 Penalty: 12850.687500
	Iteration 27Q: 3 clusters Score -8224372 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -8224513.000000 Penalty: 12850.687500
	Iteration 28Q: 3 clusters Score -8224513 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -8224681.000000 Penalty: 12850.687500
	Iteration 29Q: 3 clusters Score -8224681 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -8224747.000000 Penalty: 12850.687500
	Iteration 30Q: 3 clusters Score -8224747 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -8224838.500000 Penalty: 12850.687500
	Iteration 31Q: 3 clusters Score -8224838 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -8224907.500000 Penalty: 12850.687500
	Iteration 32Q: 3 clusters Score -8224908 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -8224922.500000 Penalty: 12850.687500
	Iteration 33Q: 3 clusters Score -8224922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -8224955.500000 Penalty: 12850.687500
	Iteration 34Q: 3 clusters Score -8224956 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -8224997.500000 Penalty: 12850.687500
	Iteration 35Q: 3 clusters Score -8224998 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -8225023.000000 Penalty: 12850.687500
	Iteration 36Q: 3 clusters Score -8225023 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -8225075.500000 Penalty: 12850.687500
	Iteration 37Q: 3 clusters Score -8225076 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -8225105.000000 Penalty: 12850.687500
	Iteration 38Q: 3 clusters Score -8225105 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -8225132.000000 Penalty: 12850.687500
	Iteration 39Q: 3 clusters Score -8225132 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -8225162.500000 Penalty: 12850.687500
	Iteration 40F: 3 clusters Score -8225162 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -8225184.500000 Penalty: 12850.687500
	Iteration 41Q: 3 clusters Score -8225184 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -8225212.500000 Penalty: 12850.687500
	Iteration 42Q: 3 clusters Score -8225212 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -8225248.500000 Penalty: 12850.687500
	Iteration 43Q: 3 clusters Score -8225248 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -8225293.000000 Penalty: 12850.687500
	Iteration 44Q: 3 clusters Score -8225293 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -8225323.500000 Penalty: 12850.687500
	Iteration 45Q: 3 clusters Score -8225324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -8225358.500000 Penalty: 12850.687500
	Iteration 46Q: 3 clusters Score -8225358 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -8225407.000000 Penalty: 12850.687500
	Iteration 47Q: 3 clusters Score -8225407 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -8225441.000000 Penalty: 12850.687500
	Iteration 48Q: 3 clusters Score -8225441 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -8225479.500000 Penalty: 12850.687500
	Iteration 49Q: 3 clusters Score -8225480 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -8225535.500000 Penalty: 12850.687500
	Iteration 50Q: 3 clusters Score -8225536 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -8225562.000000 Penalty: 12850.687500
	Iteration 51Q: 3 clusters Score -8225562 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -8225576.000000 Penalty: 12850.687500
	Iteration 52Q: 3 clusters Score -8225576 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -8225627.500000 Penalty: 12850.687500
	Iteration 53Q: 3 clusters Score -8225628 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -8225657.500000 Penalty: 12850.687500
	Iteration 54Q: 3 clusters Score -8225658 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -8225690.000000 Penalty: 12850.687500
	Iteration 55Q: 3 clusters Score -8225690 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -8225758.500000 Penalty: 12850.687500
	Iteration 56Q: 3 clusters Score -8225758 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -8225827.000000 Penalty: 12850.687500
	Iteration 57Q: 3 clusters Score -8225827 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -8225904.000000 Penalty: 12850.687500
	Iteration 58Q: 3 clusters Score -8225904 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -8225952.500000 Penalty: 12850.687500
	Iteration 59Q: 3 clusters Score -8225952 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -8226008.000000 Penalty: 12850.687500
	Iteration 60F: 3 clusters Score -8226008 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -8226079.500000 Penalty: 12850.687500
	Iteration 61Q: 3 clusters Score -8226080 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -8226169.000000 Penalty: 12850.687500
	Iteration 62Q: 3 clusters Score -8226169 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -8226204.000000 Penalty: 12850.687500
	Iteration 63Q: 3 clusters Score -8226204 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -8226239.000000 Penalty: 12850.687500
	Iteration 64Q: 3 clusters Score -8226239 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -8226297.500000 Penalty: 12850.687500
	Iteration 65Q: 3 clusters Score -8226298 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -8226371.500000 Penalty: 12850.687500
	Iteration 66Q: 3 clusters Score -8226372 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -8226438.500000 Penalty: 12850.687500
	Iteration 67Q: 3 clusters Score -8226438 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -8226488.000000 Penalty: 12850.687500
	Iteration 68Q: 3 clusters Score -8226488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -8226530.500000 Penalty: 12850.687500
	Iteration 69Q: 3 clusters Score -8226530 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -8226600.500000 Penalty: 12850.687500
	Iteration 70Q: 3 clusters Score -8226600 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -8226661.500000 Penalty: 12850.687500
	Iteration 71Q: 3 clusters Score -8226662 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -8226725.500000 Penalty: 12850.687500
	Iteration 72Q: 3 clusters Score -8226726 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -8226790.000000 Penalty: 12850.687500
	Iteration 73Q: 3 clusters Score -8226790 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -8226836.500000 Penalty: 12850.687500
	Iteration 74Q: 3 clusters Score -8226836 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -8226903.000000 Penalty: 12850.687500
	Iteration 75Q: 3 clusters Score -8226903 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -8226959.500000 Penalty: 12850.687500
	Iteration 76Q: 3 clusters Score -8226960 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -8227021.500000 Penalty: 12850.687500
	Iteration 77Q: 3 clusters Score -8227022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -8227066.000000 Penalty: 12850.687500
	Iteration 78Q: 3 clusters Score -8227066 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -8227121.000000 Penalty: 12850.687500
	Iteration 79Q: 3 clusters Score -8227121 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -8227153.500000 Penalty: 12850.687500
	Iteration 80F: 3 clusters Score -8227154 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -8227212.000000 Penalty: 12850.687500
	Iteration 81Q: 3 clusters Score -8227212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -8227244.000000 Penalty: 12850.687500
	Iteration 82Q: 3 clusters Score -8227244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -8227292.000000 Penalty: 12850.687500
	Iteration 83Q: 3 clusters Score -8227292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -8227309.000000 Penalty: 12850.687500
	Iteration 84Q: 3 clusters Score -8227309 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -8227340.000000 Penalty: 12850.687500
	Iteration 85Q: 3 clusters Score -8227340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -8227374.000000 Penalty: 12850.687500
	Iteration 86Q: 3 clusters Score -8227374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -8227386.000000 Penalty: 12850.687500
	Iteration 87Q: 3 clusters Score -8227386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -8227424.000000 Penalty: 12850.687500
	Iteration 88Q: 3 clusters Score -8227424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -8227455.000000 Penalty: 12850.687500
	Iteration 89Q: 3 clusters Score -8227455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -8227474.000000 Penalty: 12850.687500
	Iteration 90Q: 3 clusters Score -8227474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -8227495.000000 Penalty: 12850.687500
	Iteration 91Q: 3 clusters Score -8227495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -8227520.000000 Penalty: 12850.687500
	Iteration 92Q: 3 clusters Score -8227520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -8227520.500000 Penalty: 12850.687500
	Iteration 93Q: 3 clusters Score -8227520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -8227551.500000 Penalty: 12850.687500
	Iteration 94Q: 3 clusters Score -8227552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -8227587.500000 Penalty: 12850.687500
	Iteration 95Q: 3 clusters Score -8227588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -8227598.500000 Penalty: 12850.687500
	Iteration 96Q: 3 clusters Score -8227598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -8227610.500000 Penalty: 12850.687500
	Iteration 97Q: 3 clusters Score -8227610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -8227615.500000 Penalty: 12850.687500
	Iteration 98Q: 3 clusters Score -8227616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -8227618.500000 Penalty: 12850.687500
	Iteration 99Q: 3 clusters Score -8227618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -8227639.000000 Penalty: 12850.687500
	Iteration 100F: 3 clusters Score -8227639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -8227652.500000 Penalty: 12850.687500
	Iteration 101Q: 3 clusters Score -8227652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -8227664.000000 Penalty: 12850.687500
	Iteration 102Q: 3 clusters Score -8227664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -8227679.500000 Penalty: 12850.687500
	Iteration 103Q: 3 clusters Score -8227680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -8227688.000000 Penalty: 12850.687500
	Iteration 104Q: 3 clusters Score -8227688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -8227698.000000 Penalty: 12850.687500
	Iteration 105Q: 3 clusters Score -8227698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -8227704.000000 Penalty: 12850.687500
	Iteration 106Q: 3 clusters Score -8227704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -8227704.500000 Penalty: 12850.687500
	Iteration 107Q: 3 clusters Score -8227704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -8227707.000000 Penalty: 12850.687500
	Iteration 108Q: 3 clusters Score -8227707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -8227717.000000 Penalty: 12850.687500
	Iteration 109Q: 3 clusters Score -8227717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -8227724.000000 Penalty: 12850.687500
	Iteration 110Q: 3 clusters Score -8227724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -8227726.000000 Penalty: 12850.687500
	Iteration 111Q: 3 clusters Score -8227726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -8227726.000000 Penalty: 12850.687500
	Iteration 112Q: 3 clusters Score -8227726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -8227723.500000 Penalty: 12850.687500
	Iteration 113Q: 3 clusters Score -8227724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -8227726.000000 Penalty: 12850.687500
	Iteration 114Q: 3 clusters Score -8227726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -8227719.500000 Penalty: 12850.687500
	Iteration 115Q: 3 clusters Score -8227720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -8227719.500000 Penalty: 12850.687500
	Iteration 116Q: 3 clusters Score -8227720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -8227725.000000 Penalty: 12850.687500
	Iteration 117Q: 3 clusters Score -8227725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -8227725.000000 Penalty: 12850.687500
	Iteration 118F: 3 clusters Score -8227725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 15776 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108701 members 
Mstep: Class 6 contains 63558 members 
Mstep: Class 7 contains 13791 members 
Mstep: Class 8 contains 125727 members 
Mstep: Class 9 contains 42507 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17345 members 
Mstep: Class 13 contains 131331 members 
Mstep: Class 14 contains 38548 members 
Mstep: Class 15 contains 71911 members 
Mstep: Class 16 contains 16114 members 
Mstep: Class 17 contains 74495 members 
Mstep: Class 18 contains 58240 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86317 members 
Mstep: Class 21 contains 44296 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 35967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439968.000000 Penalty: 205980.281250
Iteration 119Q: 25 clusters Score -2.7244e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 15778 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108694 members 
Mstep: Class 6 contains 63553 members 
Mstep: Class 7 contains 13790 members 
Mstep: Class 8 contains 125695 members 
Mstep: Class 9 contains 42511 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17345 members 
Mstep: Class 13 contains 131327 members 
Mstep: Class 14 contains 38544 members 
Mstep: Class 15 contains 71912 members 
Mstep: Class 16 contains 16115 members 
Mstep: Class 17 contains 74493 members 
Mstep: Class 18 contains 58236 members 
Mstep: Class 19 contains 20864 members 
Mstep: Class 20 contains 86322 members 
Mstep: Class 21 contains 44303 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440352.000000 Penalty: 205980.281250
Iteration 120F: 25 clusters Score -2.724404e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 15779 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108690 members 
Mstep: Class 6 contains 63549 members 
Mstep: Class 7 contains 13791 members 
Mstep: Class 8 contains 125673 members 
Mstep: Class 9 contains 42516 members 
Mstep: Class 10 contains 119089 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17347 members 
Mstep: Class 13 contains 131326 members 
Mstep: Class 14 contains 38543 members 
Mstep: Class 15 contains 71910 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 74489 members 
Mstep: Class 18 contains 58232 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86324 members 
Mstep: Class 21 contains 44308 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440352.000000 Penalty: 205980.281250
Iteration 121Q: 25 clusters Score -2.724404e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 15781 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108685 members 
Mstep: Class 6 contains 63547 members 
Mstep: Class 7 contains 13792 members 
Mstep: Class 8 contains 125646 members 
Mstep: Class 9 contains 42516 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17348 members 
Mstep: Class 13 contains 131324 members 
Mstep: Class 14 contains 38542 members 
Mstep: Class 15 contains 71910 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 74486 members 
Mstep: Class 18 contains 58229 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86325 members 
Mstep: Class 21 contains 44313 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440320.000000 Penalty: 205980.281250
Iteration 122Q: 25 clusters Score -2.724403e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108679 members 
Mstep: Class 6 contains 63544 members 
Mstep: Class 7 contains 13793 members 
Mstep: Class 8 contains 125613 members 
Mstep: Class 9 contains 42517 members 
Mstep: Class 10 contains 119090 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17353 members 
Mstep: Class 13 contains 131323 members 
Mstep: Class 14 contains 38543 members 
Mstep: Class 15 contains 71910 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 74487 members 
Mstep: Class 18 contains 58224 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86328 members 
Mstep: Class 21 contains 44319 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440352.000000 Penalty: 205980.281250
Iteration 123Q: 25 clusters Score -2.724404e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 15784 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33623 members 
Mstep: Class 5 contains 108670 members 
Mstep: Class 6 contains 63542 members 
Mstep: Class 7 contains 13794 members 
Mstep: Class 8 contains 125578 members 
Mstep: Class 9 contains 42518 members 
Mstep: Class 10 contains 119089 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17356 members 
Mstep: Class 13 contains 131324 members 
Mstep: Class 14 contains 38541 members 
Mstep: Class 15 contains 71911 members 
Mstep: Class 16 contains 16115 members 
Mstep: Class 17 contains 74485 members 
Mstep: Class 18 contains 58221 members 
Mstep: Class 19 contains 20864 members 
Mstep: Class 20 contains 86336 members 
Mstep: Class 21 contains 44324 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440224.000000 Penalty: 205980.281250
Iteration 124Q: 25 clusters Score -2.724402e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 15785 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108664 members 
Mstep: Class 6 contains 63540 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 125531 members 
Mstep: Class 9 contains 42519 members 
Mstep: Class 10 contains 119090 members 
Mstep: Class 11 contains 59706 members 
Mstep: Class 12 contains 17352 members 
Mstep: Class 13 contains 131323 members 
Mstep: Class 14 contains 38535 members 
Mstep: Class 15 contains 71910 members 
Mstep: Class 16 contains 16115 members 
Mstep: Class 17 contains 74486 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20863 members 
Mstep: Class 20 contains 86342 members 
Mstep: Class 21 contains 44329 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440352.000000 Penalty: 205980.281250
Iteration 125Q: 25 clusters Score -2.724404e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 15785 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33623 members 
Mstep: Class 5 contains 108661 members 
Mstep: Class 6 contains 63532 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 125468 members 
Mstep: Class 9 contains 42521 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 59707 members 
Mstep: Class 12 contains 17348 members 
Mstep: Class 13 contains 131325 members 
Mstep: Class 14 contains 38529 members 
Mstep: Class 15 contains 71911 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 74482 members 
Mstep: Class 18 contains 58219 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86345 members 
Mstep: Class 21 contains 44336 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440256.000000 Penalty: 205980.281250
Iteration 126Q: 25 clusters Score -2.724403e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 15784 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33623 members 
Mstep: Class 5 contains 108658 members 
Mstep: Class 6 contains 63533 members 
Mstep: Class 7 contains 13796 members 
Mstep: Class 8 contains 125420 members 
Mstep: Class 9 contains 42523 members 
Mstep: Class 10 contains 119089 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17350 members 
Mstep: Class 13 contains 131327 members 
Mstep: Class 14 contains 38524 members 
Mstep: Class 15 contains 71910 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74472 members 
Mstep: Class 18 contains 58221 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86348 members 
Mstep: Class 21 contains 44338 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440160.000000 Penalty: 205980.281250
Iteration 127Q: 25 clusters Score -2.724402e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33623 members 
Mstep: Class 5 contains 108654 members 
Mstep: Class 6 contains 63533 members 
Mstep: Class 7 contains 13796 members 
Mstep: Class 8 contains 125367 members 
Mstep: Class 9 contains 42524 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17353 members 
Mstep: Class 13 contains 131325 members 
Mstep: Class 14 contains 38526 members 
Mstep: Class 15 contains 71910 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74468 members 
Mstep: Class 18 contains 58223 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86351 members 
Mstep: Class 21 contains 44338 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440064.000000 Penalty: 205980.281250
Iteration 128Q: 25 clusters Score -2.724401e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33623 members 
Mstep: Class 5 contains 108652 members 
Mstep: Class 6 contains 63533 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 125315 members 
Mstep: Class 9 contains 42525 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59709 members 
Mstep: Class 12 contains 17357 members 
Mstep: Class 13 contains 131322 members 
Mstep: Class 14 contains 38524 members 
Mstep: Class 15 contains 71909 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74465 members 
Mstep: Class 18 contains 58223 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86352 members 
Mstep: Class 21 contains 44338 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440224.000000 Penalty: 205980.281250
Iteration 129Q: 25 clusters Score -2.724402e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 15784 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33623 members 
Mstep: Class 5 contains 108648 members 
Mstep: Class 6 contains 63532 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 125282 members 
Mstep: Class 9 contains 42527 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17359 members 
Mstep: Class 13 contains 131319 members 
Mstep: Class 14 contains 38517 members 
Mstep: Class 15 contains 71908 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74460 members 
Mstep: Class 18 contains 58224 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86354 members 
Mstep: Class 21 contains 44338 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440160.000000 Penalty: 205980.281250
Iteration 130Q: 25 clusters Score -2.724402e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33623 members 
Mstep: Class 5 contains 108644 members 
Mstep: Class 6 contains 63533 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 125242 members 
Mstep: Class 9 contains 42529 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17357 members 
Mstep: Class 13 contains 131316 members 
Mstep: Class 14 contains 38511 members 
Mstep: Class 15 contains 71905 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74456 members 
Mstep: Class 18 contains 58224 members 
Mstep: Class 19 contains 20866 members 
Mstep: Class 20 contains 86358 members 
Mstep: Class 21 contains 44338 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440160.000000 Penalty: 205980.281250
Iteration 131Q: 25 clusters Score -2.724402e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 108641 members 
Mstep: Class 6 contains 63532 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 125209 members 
Mstep: Class 9 contains 42529 members 
Mstep: Class 10 contains 119093 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17358 members 
Mstep: Class 13 contains 131314 members 
Mstep: Class 14 contains 38506 members 
Mstep: Class 15 contains 71901 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74458 members 
Mstep: Class 18 contains 58225 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 86361 members 
Mstep: Class 21 contains 44338 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440160.000000 Penalty: 205980.281250
Iteration 132Q: 25 clusters Score -2.724402e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33623 members 
Mstep: Class 5 contains 108638 members 
Mstep: Class 6 contains 63531 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 125177 members 
Mstep: Class 9 contains 42532 members 
Mstep: Class 10 contains 119093 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17356 members 
Mstep: Class 13 contains 131314 members 
Mstep: Class 14 contains 38501 members 
Mstep: Class 15 contains 71902 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74455 members 
Mstep: Class 18 contains 58227 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 86361 members 
Mstep: Class 21 contains 44338 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440128.000000 Penalty: 205980.281250
Iteration 133Q: 25 clusters Score -2.724401e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108635 members 
Mstep: Class 6 contains 63531 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 125146 members 
Mstep: Class 9 contains 42532 members 
Mstep: Class 10 contains 119094 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17352 members 
Mstep: Class 13 contains 131312 members 
Mstep: Class 14 contains 38495 members 
Mstep: Class 15 contains 71901 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74455 members 
Mstep: Class 18 contains 58227 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 86363 members 
Mstep: Class 21 contains 44338 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440192.000000 Penalty: 205980.281250
Iteration 134Q: 25 clusters Score -2.724402e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108628 members 
Mstep: Class 6 contains 63528 members 
Mstep: Class 7 contains 13799 members 
Mstep: Class 8 contains 125118 members 
Mstep: Class 9 contains 42536 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59709 members 
Mstep: Class 12 contains 17349 members 
Mstep: Class 13 contains 131313 members 
Mstep: Class 14 contains 38494 members 
Mstep: Class 15 contains 71901 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74444 members 
Mstep: Class 18 contains 58227 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 86368 members 
Mstep: Class 21 contains 44339 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440224.000000 Penalty: 205980.281250
Iteration 135Q: 25 clusters Score -2.724402e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 15782 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108622 members 
Mstep: Class 6 contains 63526 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 125076 members 
Mstep: Class 9 contains 42536 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59707 members 
Mstep: Class 12 contains 17346 members 
Mstep: Class 13 contains 131310 members 
Mstep: Class 14 contains 38491 members 
Mstep: Class 15 contains 71902 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74443 members 
Mstep: Class 18 contains 58225 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 86373 members 
Mstep: Class 21 contains 44341 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440128.000000 Penalty: 205980.281250
Iteration 136Q: 25 clusters Score -2.724401e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 15782 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 108615 members 
Mstep: Class 6 contains 63522 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 125046 members 
Mstep: Class 9 contains 42536 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59704 members 
Mstep: Class 12 contains 17346 members 
Mstep: Class 13 contains 131310 members 
Mstep: Class 14 contains 38488 members 
Mstep: Class 15 contains 71900 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74442 members 
Mstep: Class 18 contains 58229 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 86377 members 
Mstep: Class 21 contains 44342 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440064.000000 Penalty: 205980.281250
Iteration 137Q: 25 clusters Score -2.724401e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 15782 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 108610 members 
Mstep: Class 6 contains 63522 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 125010 members 
Mstep: Class 9 contains 42537 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59705 members 
Mstep: Class 12 contains 17346 members 
Mstep: Class 13 contains 131314 members 
Mstep: Class 14 contains 38486 members 
Mstep: Class 15 contains 71896 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74444 members 
Mstep: Class 18 contains 58227 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 86380 members 
Mstep: Class 21 contains 44343 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440224.000000 Penalty: 205980.281250
Iteration 138Q: 25 clusters Score -2.724402e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 108604 members 
Mstep: Class 6 contains 63521 members 
Mstep: Class 7 contains 13799 members 
Mstep: Class 8 contains 124978 members 
Mstep: Class 9 contains 42538 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59706 members 
Mstep: Class 12 contains 17346 members 
Mstep: Class 13 contains 131314 members 
Mstep: Class 14 contains 38486 members 
Mstep: Class 15 contains 71892 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74441 members 
Mstep: Class 18 contains 58228 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 86385 members 
Mstep: Class 21 contains 44344 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440192.000000 Penalty: 205980.281250
Iteration 139Q: 25 clusters Score -2.724402e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 15781 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 108599 members 
Mstep: Class 6 contains 63521 members 
Mstep: Class 7 contains 13799 members 
Mstep: Class 8 contains 124932 members 
Mstep: Class 9 contains 42539 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59707 members 
Mstep: Class 12 contains 17347 members 
Mstep: Class 13 contains 131315 members 
Mstep: Class 14 contains 38483 members 
Mstep: Class 15 contains 71888 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74438 members 
Mstep: Class 18 contains 58225 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 86388 members 
Mstep: Class 21 contains 44350 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440128.000000 Penalty: 205980.281250
Iteration 140F: 25 clusters Score -2.724401e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 15781 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 108596 members 
Mstep: Class 6 contains 63523 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 124895 members 
Mstep: Class 9 contains 42540 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17347 members 
Mstep: Class 13 contains 131315 members 
Mstep: Class 14 contains 38480 members 
Mstep: Class 15 contains 71879 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74438 members 
Mstep: Class 18 contains 58225 members 
Mstep: Class 19 contains 20869 members 
Mstep: Class 20 contains 86391 members 
Mstep: Class 21 contains 44349 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440192.000000 Penalty: 205980.281250
Iteration 141Q: 25 clusters Score -2.724402e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 15781 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 108593 members 
Mstep: Class 6 contains 63525 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 124850 members 
Mstep: Class 9 contains 42541 members 
Mstep: Class 10 contains 119093 members 
Mstep: Class 11 contains 59707 members 
Mstep: Class 12 contains 17346 members 
Mstep: Class 13 contains 131316 members 
Mstep: Class 14 contains 38480 members 
Mstep: Class 15 contains 71876 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74436 members 
Mstep: Class 18 contains 58227 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 86392 members 
Mstep: Class 21 contains 44350 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 36984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440224.000000 Penalty: 205980.281250
Iteration 142Q: 25 clusters Score -2.724402e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 15781 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 108592 members 
Mstep: Class 6 contains 63523 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 124803 members 
Mstep: Class 9 contains 42544 members 
Mstep: Class 10 contains 119094 members 
Mstep: Class 11 contains 59707 members 
Mstep: Class 12 contains 17342 members 
Mstep: Class 13 contains 131316 members 
Mstep: Class 14 contains 38482 members 
Mstep: Class 15 contains 71874 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74430 members 
Mstep: Class 18 contains 58225 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 86393 members 
Mstep: Class 21 contains 44352 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440096.000000 Penalty: 205980.281250
Iteration 143Q: 25 clusters Score -2.724401e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 15780 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33629 members 
Mstep: Class 5 contains 108586 members 
Mstep: Class 6 contains 63521 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 124752 members 
Mstep: Class 9 contains 42547 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 17342 members 
Mstep: Class 13 contains 131317 members 
Mstep: Class 14 contains 38482 members 
Mstep: Class 15 contains 71876 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74425 members 
Mstep: Class 18 contains 58224 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 86390 members 
Mstep: Class 21 contains 44358 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440320.000000 Penalty: 205980.281250
Iteration 144Q: 25 clusters Score -2.724403e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 15780 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 108578 members 
Mstep: Class 6 contains 63516 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 124703 members 
Mstep: Class 9 contains 42548 members 
Mstep: Class 10 contains 119094 members 
Mstep: Class 11 contains 59709 members 
Mstep: Class 12 contains 17344 members 
Mstep: Class 13 contains 131317 members 
Mstep: Class 14 contains 38475 members 
Mstep: Class 15 contains 71875 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 74418 members 
Mstep: Class 18 contains 58226 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 86393 members 
Mstep: Class 21 contains 44366 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440384.000000 Penalty: 205980.281250
Iteration 145Q: 25 clusters Score -2.724404e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 15780 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 108574 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 124651 members 
Mstep: Class 9 contains 42549 members 
Mstep: Class 10 contains 119094 members 
Mstep: Class 11 contains 59711 members 
Mstep: Class 12 contains 17344 members 
Mstep: Class 13 contains 131312 members 
Mstep: Class 14 contains 38480 members 
Mstep: Class 15 contains 71876 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 74414 members 
Mstep: Class 18 contains 58226 members 
Mstep: Class 19 contains 20866 members 
Mstep: Class 20 contains 86394 members 
Mstep: Class 21 contains 44372 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440448.000000 Penalty: 205980.281250
Iteration 146Q: 25 clusters Score -2.724404e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 15779 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 108573 members 
Mstep: Class 6 contains 63512 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 124599 members 
Mstep: Class 9 contains 42551 members 
Mstep: Class 10 contains 119093 members 
Mstep: Class 11 contains 59712 members 
Mstep: Class 12 contains 17343 members 
Mstep: Class 13 contains 131313 members 
Mstep: Class 14 contains 38483 members 
Mstep: Class 15 contains 71874 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 74414 members 
Mstep: Class 18 contains 58227 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 86392 members 
Mstep: Class 21 contains 44377 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440480.000000 Penalty: 205980.281250
Iteration 147Q: 25 clusters Score -2.724405e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 15779 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 108569 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 124548 members 
Mstep: Class 9 contains 42552 members 
Mstep: Class 10 contains 119094 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17340 members 
Mstep: Class 13 contains 131310 members 
Mstep: Class 14 contains 38485 members 
Mstep: Class 15 contains 71869 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 74411 members 
Mstep: Class 18 contains 58228 members 
Mstep: Class 19 contains 20866 members 
Mstep: Class 20 contains 86392 members 
Mstep: Class 21 contains 44379 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440608.000000 Penalty: 205980.281250
Iteration 148Q: 25 clusters Score -2.724406e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 15779 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 108566 members 
Mstep: Class 6 contains 63513 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 124497 members 
Mstep: Class 9 contains 42553 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17338 members 
Mstep: Class 13 contains 131309 members 
Mstep: Class 14 contains 38486 members 
Mstep: Class 15 contains 71865 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74410 members 
Mstep: Class 18 contains 58230 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 86392 members 
Mstep: Class 21 contains 44381 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440448.000000 Penalty: 205980.281250
Iteration 149Q: 25 clusters Score -2.724404e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 15778 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 108563 members 
Mstep: Class 6 contains 63512 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 124461 members 
Mstep: Class 9 contains 42555 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17337 members 
Mstep: Class 13 contains 131309 members 
Mstep: Class 14 contains 38489 members 
Mstep: Class 15 contains 71857 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74406 members 
Mstep: Class 18 contains 58231 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 86393 members 
Mstep: Class 21 contains 44383 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440448.000000 Penalty: 205980.281250
Iteration 150Q: 25 clusters Score -2.724404e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 15778 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108562 members 
Mstep: Class 6 contains 63512 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 124416 members 
Mstep: Class 9 contains 42555 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17336 members 
Mstep: Class 13 contains 131307 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 71853 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74402 members 
Mstep: Class 18 contains 58232 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 86393 members 
Mstep: Class 21 contains 44384 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440672.000000 Penalty: 205980.281250
Iteration 151Q: 25 clusters Score -2.724407e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 15778 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108561 members 
Mstep: Class 6 contains 63512 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 124372 members 
Mstep: Class 9 contains 42555 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17333 members 
Mstep: Class 13 contains 131306 members 
Mstep: Class 14 contains 38493 members 
Mstep: Class 15 contains 71850 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74405 members 
Mstep: Class 18 contains 58232 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 86394 members 
Mstep: Class 21 contains 44385 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440704.000000 Penalty: 205980.281250
Iteration 152Q: 25 clusters Score -2.724407e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 15777 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108559 members 
Mstep: Class 6 contains 63512 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 124336 members 
Mstep: Class 9 contains 42555 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17334 members 
Mstep: Class 13 contains 131305 members 
Mstep: Class 14 contains 38498 members 
Mstep: Class 15 contains 71848 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74404 members 
Mstep: Class 18 contains 58231 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 86396 members 
Mstep: Class 21 contains 44386 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440768.000000 Penalty: 205980.281250
Iteration 153Q: 25 clusters Score -2.724408e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 15777 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108559 members 
Mstep: Class 6 contains 63513 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 124298 members 
Mstep: Class 9 contains 42556 members 
Mstep: Class 10 contains 119090 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17330 members 
Mstep: Class 13 contains 131303 members 
Mstep: Class 14 contains 38497 members 
Mstep: Class 15 contains 71848 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74405 members 
Mstep: Class 18 contains 58229 members 
Mstep: Class 19 contains 20869 members 
Mstep: Class 20 contains 86395 members 
Mstep: Class 21 contains 44387 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440768.000000 Penalty: 205980.281250
Iteration 154Q: 25 clusters Score -2.724408e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 15777 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108559 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 124263 members 
Mstep: Class 9 contains 42557 members 
Mstep: Class 10 contains 119090 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17326 members 
Mstep: Class 13 contains 131305 members 
Mstep: Class 14 contains 38496 members 
Mstep: Class 15 contains 71850 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74398 members 
Mstep: Class 18 contains 58230 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 86393 members 
Mstep: Class 21 contains 44387 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440800.000000 Penalty: 205980.281250
Iteration 155Q: 25 clusters Score -2.724408e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 15777 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108558 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 124232 members 
Mstep: Class 9 contains 42557 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17322 members 
Mstep: Class 13 contains 131306 members 
Mstep: Class 14 contains 38502 members 
Mstep: Class 15 contains 71844 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74392 members 
Mstep: Class 18 contains 58231 members 
Mstep: Class 19 contains 20871 members 
Mstep: Class 20 contains 86393 members 
Mstep: Class 21 contains 44387 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440960.000000 Penalty: 205980.281250
Iteration 156Q: 25 clusters Score -2.72441e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 15777 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108559 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13801 members 
Mstep: Class 8 contains 124196 members 
Mstep: Class 9 contains 42559 members 
Mstep: Class 10 contains 119093 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17323 members 
Mstep: Class 13 contains 131304 members 
Mstep: Class 14 contains 38503 members 
Mstep: Class 15 contains 71843 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74387 members 
Mstep: Class 18 contains 58230 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86394 members 
Mstep: Class 21 contains 44387 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440832.000000 Penalty: 205980.281250
Iteration 157Q: 25 clusters Score -2.724408e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 15778 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108557 members 
Mstep: Class 6 contains 63513 members 
Mstep: Class 7 contains 13801 members 
Mstep: Class 8 contains 124153 members 
Mstep: Class 9 contains 42561 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17322 members 
Mstep: Class 13 contains 131308 members 
Mstep: Class 14 contains 38507 members 
Mstep: Class 15 contains 71845 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74382 members 
Mstep: Class 18 contains 58229 members 
Mstep: Class 19 contains 20871 members 
Mstep: Class 20 contains 86395 members 
Mstep: Class 21 contains 44387 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440960.000000 Penalty: 205980.281250
Iteration 158Q: 25 clusters Score -2.72441e+08 nChanged 74
Entering ConstructFrom: 
Score: -272440960.000000 Penalty: 205980.281250
Entering ConstructFrom: 
Trying to split cluster 1 (30138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Entering Unmasked Estep 
Score: -6873689.500000 Penalty: 6317.044922
	Iteration 0F: 2 clusters Score -6873690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -6850756.500000 Penalty: 12634.089844
	Iteration 0F: 3 clusters Score -6850756 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -6857516.000000 Penalty: 12634.089844
	Iteration 1F: 3 clusters Score -6857516 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -6858158.500000 Penalty: 12634.089844
	Iteration 2F: 3 clusters Score -6858158 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -6858588.500000 Penalty: 12634.089844
	Iteration 3Q: 3 clusters Score -6858588 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -6858891.500000 Penalty: 12634.089844
	Iteration 4Q: 3 clusters Score -6858892 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -6859093.500000 Penalty: 12634.089844
	Iteration 5Q: 3 clusters Score -6859094 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -6859331.500000 Penalty: 12634.089844
	Iteration 6Q: 3 clusters Score -6859332 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -6859526.000000 Penalty: 12634.089844
	Iteration 7Q: 3 clusters Score -6859526 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -6859745.000000 Penalty: 12634.089844
	Iteration 8Q: 3 clusters Score -6859745 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -6859958.500000 Penalty: 12634.089844
	Iteration 9Q: 3 clusters Score -6859958 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -6860160.000000 Penalty: 12634.089844
	Iteration 10Q: 3 clusters Score -6860160 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -6860401.500000 Penalty: 12634.089844
	Iteration 11Q: 3 clusters Score -6860402 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -6860691.500000 Penalty: 12634.089844
	Iteration 12Q: 3 clusters Score -6860692 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -6861006.500000 Penalty: 12634.089844
	Iteration 13Q: 3 clusters Score -6861006 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -6861372.500000 Penalty: 12634.089844
	Iteration 14Q: 3 clusters Score -6861372 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -6861921.500000 Penalty: 12634.089844
	Iteration 15Q: 3 clusters Score -6861922 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -6862641.000000 Penalty: 12634.089844
	Iteration 16Q: 3 clusters Score -6862641 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -6863492.500000 Penalty: 12634.089844
	Iteration 17Q: 3 clusters Score -6863492 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -6864402.500000 Penalty: 12634.089844
	Iteration 18Q: 3 clusters Score -6864402 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6865302.000000 Penalty: 12634.089844
	Iteration 19Q: 3 clusters Score -6865302 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -6866060.000000 Penalty: 12634.089844
	Iteration 20F: 3 clusters Score -6866060 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6866631.000000 Penalty: 12634.089844
	Iteration 21Q: 3 clusters Score -6866631 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6867077.000000 Penalty: 12634.089844
	Iteration 22Q: 3 clusters Score -6867077 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6867434.000000 Penalty: 12634.089844
	Iteration 23Q: 3 clusters Score -6867434 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6867601.000000 Penalty: 12634.089844
	Iteration 24Q: 3 clusters Score -6867601 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6867718.500000 Penalty: 12634.089844
	Iteration 25Q: 3 clusters Score -6867718 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6867820.500000 Penalty: 12634.089844
	Iteration 26Q: 3 clusters Score -6867820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6867905.500000 Penalty: 12634.089844
	Iteration 27Q: 3 clusters Score -6867906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6867947.500000 Penalty: 12634.089844
	Iteration 28Q: 3 clusters Score -6867948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6867976.000000 Penalty: 12634.089844
	Iteration 29Q: 3 clusters Score -6867976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6868001.000000 Penalty: 12634.089844
	Iteration 30Q: 3 clusters Score -6868001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6868026.500000 Penalty: 12634.089844
	Iteration 31Q: 3 clusters Score -6868026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6868052.500000 Penalty: 12634.089844
	Iteration 32Q: 3 clusters Score -6868052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6868073.000000 Penalty: 12634.089844
	Iteration 33Q: 3 clusters Score -6868073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6868083.500000 Penalty: 12634.089844
	Iteration 34Q: 3 clusters Score -6868084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6868103.500000 Penalty: 12634.089844
	Iteration 35Q: 3 clusters Score -6868104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6868111.500000 Penalty: 12634.089844
	Iteration 36Q: 3 clusters Score -6868112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6868118.500000 Penalty: 12634.089844
	Iteration 37Q: 3 clusters Score -6868118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6868125.500000 Penalty: 12634.089844
	Iteration 38Q: 3 clusters Score -6868126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6868127.000000 Penalty: 12634.089844
	Iteration 39Q: 3 clusters Score -6868127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6868138.500000 Penalty: 12634.089844
	Iteration 40F: 3 clusters Score -6868138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6868150.000000 Penalty: 12634.089844
	Iteration 41Q: 3 clusters Score -6868150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6868160.000000 Penalty: 12634.089844
	Iteration 42Q: 3 clusters Score -6868160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6868167.000000 Penalty: 12634.089844
	Iteration 43Q: 3 clusters Score -6868167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6868167.000000 Penalty: 12634.089844
	Iteration 44Q: 3 clusters Score -6868167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6868171.000000 Penalty: 12634.089844
	Iteration 45Q: 3 clusters Score -6868171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6868171.000000 Penalty: 12634.089844
	Iteration 46F: 3 clusters Score -6868171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Entering Unmasked Estep 
Score: -3619346.500000 Penalty: 5920.691406
	Iteration 0F: 2 clusters Score -3619346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3605406.750000 Penalty: 11841.382812
	Iteration 0F: 3 clusters Score -3605407 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3608862.750000 Penalty: 11841.382812
	Iteration 1F: 3 clusters Score -3608863 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -3609496.000000 Penalty: 11841.382812
	Iteration 2F: 3 clusters Score -3609496 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3609945.000000 Penalty: 11841.382812
	Iteration 3F: 3 clusters Score -3609945 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3610280.500000 Penalty: 11841.382812
	Iteration 4Q: 3 clusters Score -3610280 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3610499.750000 Penalty: 11841.382812
	Iteration 5Q: 3 clusters Score -3610500 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3610689.250000 Penalty: 11841.382812
	Iteration 6Q: 3 clusters Score -3610689 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3610866.000000 Penalty: 11841.382812
	Iteration 7Q: 3 clusters Score -3610866 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -3610983.500000 Penalty: 11841.382812
	Iteration 8Q: 3 clusters Score -3610984 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3611101.750000 Penalty: 11841.382812
	Iteration 9Q: 3 clusters Score -3611102 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3611232.250000 Penalty: 11841.382812
	Iteration 10Q: 3 clusters Score -3611232 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3611338.750000 Penalty: 11841.382812
	Iteration 11Q: 3 clusters Score -3611339 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3611465.000000 Penalty: 11841.382812
	Iteration 12Q: 3 clusters Score -3611465 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3611609.250000 Penalty: 11841.382812
	Iteration 13Q: 3 clusters Score -3611609 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3611748.500000 Penalty: 11841.382812
	Iteration 14Q: 3 clusters Score -3611748 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3611895.500000 Penalty: 11841.382812
	Iteration 15Q: 3 clusters Score -3611896 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3612043.000000 Penalty: 11841.382812
	Iteration 16Q: 3 clusters Score -3612043 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3612186.500000 Penalty: 11841.382812
	Iteration 17Q: 3 clusters Score -3612186 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3612378.250000 Penalty: 11841.382812
	Iteration 18Q: 3 clusters Score -3612378 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3612591.250000 Penalty: 11841.382812
	Iteration 19Q: 3 clusters Score -3612591 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3612779.750000 Penalty: 11841.382812
	Iteration 20F: 3 clusters Score -3612780 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3612993.500000 Penalty: 11841.382812
	Iteration 21Q: 3 clusters Score -3612994 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3613194.500000 Penalty: 11841.382812
	Iteration 22Q: 3 clusters Score -3613194 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3613349.750000 Penalty: 11841.382812
	Iteration 23Q: 3 clusters Score -3613350 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3613540.500000 Penalty: 11841.382812
	Iteration 24Q: 3 clusters Score -3613540 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3613675.750000 Penalty: 11841.382812
	Iteration 25Q: 3 clusters Score -3613676 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3613834.750000 Penalty: 11841.382812
	Iteration 26Q: 3 clusters Score -3613835 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3613968.750000 Penalty: 11841.382812
	Iteration 27Q: 3 clusters Score -3613969 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3614099.250000 Penalty: 11841.382812
	Iteration 28Q: 3 clusters Score -3614099 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3614182.250000 Penalty: 11841.382812
	Iteration 29Q: 3 clusters Score -3614182 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3614239.250000 Penalty: 11841.382812
	Iteration 30Q: 3 clusters Score -3614239 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3614303.250000 Penalty: 11841.382812
	Iteration 31Q: 3 clusters Score -3614303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3614338.750000 Penalty: 11841.382812
	Iteration 32Q: 3 clusters Score -3614339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3614359.000000 Penalty: 11841.382812
	Iteration 33Q: 3 clusters Score -3614359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3614368.500000 Penalty: 11841.382812
	Iteration 34Q: 3 clusters Score -3614368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3614383.500000 Penalty: 11841.382812
	Iteration 35Q: 3 clusters Score -3614384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3614386.000000 Penalty: 11841.382812
	Iteration 36Q: 3 clusters Score -3614386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3614391.500000 Penalty: 11841.382812
	Iteration 37Q: 3 clusters Score -3614392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3614400.000000 Penalty: 11841.382812
	Iteration 38Q: 3 clusters Score -3614400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3614413.250000 Penalty: 11841.382812
	Iteration 39Q: 3 clusters Score -3614413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3614421.500000 Penalty: 11841.382812
	Iteration 40F: 3 clusters Score -3614422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3614424.750000 Penalty: 11841.382812
	Iteration 41Q: 3 clusters Score -3614425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3614435.250000 Penalty: 11841.382812
	Iteration 42Q: 3 clusters Score -3614435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3614431.250000 Penalty: 11841.382812
	Iteration 43Q: 3 clusters Score -3614431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3614437.500000 Penalty: 11841.382812
	Iteration 44Q: 3 clusters Score -3614438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3614435.000000 Penalty: 11841.382812
	Iteration 45Q: 3 clusters Score -3614435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3614441.250000 Penalty: 11841.382812
	Iteration 46Q: 3 clusters Score -3614441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3614441.000000 Penalty: 11841.382812
	Iteration 47Q: 3 clusters Score -3614441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3614438.000000 Penalty: 11841.382812
	Iteration 48Q: 3 clusters Score -3614438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3614437.000000 Penalty: 11841.382812
	Iteration 49Q: 3 clusters Score -3614437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3614434.000000 Penalty: 11841.382812
	Iteration 50Q: 3 clusters Score -3614434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3614440.000000 Penalty: 11841.382812
	Iteration 51Q: 3 clusters Score -3614440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3614438.250000 Penalty: 11841.382812
	Iteration 52Q: 3 clusters Score -3614438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3614438.500000 Penalty: 11841.382812
	Iteration 53Q: 3 clusters Score -3614438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3614439.500000 Penalty: 11841.382812
	Iteration 54Q: 3 clusters Score -3614440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3614439.500000 Penalty: 11841.382812
	Iteration 55F: 3 clusters Score -3614440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -217813.281250 Penalty: 4273.584961
	Iteration 0F: 2 clusters Score -217813.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -213950.015625 Penalty: 8547.169922
	Iteration 0F: 3 clusters Score -213950 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -214644.781250 Penalty: 8547.169922
	Iteration 1F: 3 clusters Score -214644.8 nChanged 89
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: -215003.781250 Penalty: 8547.169922
	Iteration 2F: 3 clusters Score -215003.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -215267.125000 Penalty: 8547.169922
	Iteration 3F: 3 clusters Score -215267.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -215520.781250 Penalty: 8547.169922
	Iteration 4Q: 3 clusters Score -215520.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -215679.656250 Penalty: 8547.169922
	Iteration 5Q: 3 clusters Score -215679.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -216089.593750 Penalty: 8547.169922
	Iteration 6Q: 3 clusters Score -216089.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -216227.203125 Penalty: 8547.169922
	Iteration 7Q: 3 clusters Score -216227.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -216313.546875 Penalty: 8547.169922
	Iteration 8Q: 3 clusters Score -216313.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -216362.578125 Penalty: 8547.169922
	Iteration 9Q: 3 clusters Score -216362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -216406.906250 Penalty: 8547.169922
	Iteration 10Q: 3 clusters Score -216406.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -216434.171875 Penalty: 8547.169922
	Iteration 11Q: 3 clusters Score -216434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -216445.468750 Penalty: 8547.169922
	Iteration 12Q: 3 clusters Score -216445.5 nChanged 1
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: -216449.140625 Penalty: 8547.169922
	Iteration 13Q: 3 clusters Score -216449.1 nChanged 0
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: -216453.203125 Penalty: 8547.169922
	Iteration 14F: 3 clusters Score -216453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -216459.750000 Penalty: 8547.169922
	Iteration 15Q: 3 clusters Score -216459.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -216459.750000 Penalty: 8547.169922
	Iteration 16F: 3 clusters Score -216459.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Entering Unmasked Estep 
Score: -7710814.000000 Penalty: 6384.121094
	Iteration 0F: 2 clusters Score -7710814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -7685766.000000 Penalty: 12768.242188
	Iteration 0F: 3 clusters Score -7685766 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -7693303.500000 Penalty: 12768.242188
	Iteration 1F: 3 clusters Score -7693304 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -7694065.000000 Penalty: 12768.242188
	Iteration 2F: 3 clusters Score -7694065 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -7694626.500000 Penalty: 12768.242188
	Iteration 3Q: 3 clusters Score -7694626 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -7695138.500000 Penalty: 12768.242188
	Iteration 4Q: 3 clusters Score -7695138 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -7695587.000000 Penalty: 12768.242188
	Iteration 5Q: 3 clusters Score -7695587 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -7696123.000000 Penalty: 12768.242188
	Iteration 6Q: 3 clusters Score -7696123 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -7696621.500000 Penalty: 12768.242188
	Iteration 7Q: 3 clusters Score -7696622 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -7697284.000000 Penalty: 12768.242188
	Iteration 8Q: 3 clusters Score -7697284 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -7698090.500000 Penalty: 12768.242188
	Iteration 9Q: 3 clusters Score -7698090 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -7699031.500000 Penalty: 12768.242188
	Iteration 10Q: 3 clusters Score -7699032 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -7700042.500000 Penalty: 12768.242188
	Iteration 11Q: 3 clusters Score -7700042 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -7701045.000000 Penalty: 12768.242188
	Iteration 12Q: 3 clusters Score -7701045 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -7702021.500000 Penalty: 12768.242188
	Iteration 13Q: 3 clusters Score -7702022 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -7702789.000000 Penalty: 12768.242188
	Iteration 14Q: 3 clusters Score -7702789 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -7703373.000000 Penalty: 12768.242188
	Iteration 15Q: 3 clusters Score -7703373 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -7703796.000000 Penalty: 12768.242188
	Iteration 16Q: 3 clusters Score -7703796 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7704072.500000 Penalty: 12768.242188
	Iteration 17Q: 3 clusters Score -7704072 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7704322.500000 Penalty: 12768.242188
	Iteration 18Q: 3 clusters Score -7704322 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -7704506.000000 Penalty: 12768.242188
	Iteration 19Q: 3 clusters Score -7704506 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7704672.000000 Penalty: 12768.242188
	Iteration 20F: 3 clusters Score -7704672 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7704777.000000 Penalty: 12768.242188
	Iteration 21Q: 3 clusters Score -7704777 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7704851.500000 Penalty: 12768.242188
	Iteration 22Q: 3 clusters Score -7704852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7704899.000000 Penalty: 12768.242188
	Iteration 23Q: 3 clusters Score -7704899 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7704975.000000 Penalty: 12768.242188
	Iteration 24Q: 3 clusters Score -7704975 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7704998.000000 Penalty: 12768.242188
	Iteration 25Q: 3 clusters Score -7704998 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7705029.500000 Penalty: 12768.242188
	Iteration 26Q: 3 clusters Score -7705030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7705062.000000 Penalty: 12768.242188
	Iteration 27Q: 3 clusters Score -7705062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7705089.500000 Penalty: 12768.242188
	Iteration 28Q: 3 clusters Score -7705090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7705106.000000 Penalty: 12768.242188
	Iteration 29Q: 3 clusters Score -7705106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7705145.000000 Penalty: 12768.242188
	Iteration 30Q: 3 clusters Score -7705145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7705174.500000 Penalty: 12768.242188
	Iteration 31Q: 3 clusters Score -7705174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7705184.500000 Penalty: 12768.242188
	Iteration 32Q: 3 clusters Score -7705184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7705199.000000 Penalty: 12768.242188
	Iteration 33Q: 3 clusters Score -7705199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7705185.000000 Penalty: 12768.242188
	Iteration 34Q: 3 clusters Score -7705185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7705191.500000 Penalty: 12768.242188
	Iteration 35Q: 3 clusters Score -7705192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7705202.000000 Penalty: 12768.242188
	Iteration 36Q: 3 clusters Score -7705202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7705206.500000 Penalty: 12768.242188
	Iteration 37Q: 3 clusters Score -7705206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7705205.500000 Penalty: 12768.242188
	Iteration 38Q: 3 clusters Score -7705206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7705226.500000 Penalty: 12768.242188
	Iteration 39Q: 3 clusters Score -7705226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7705231.500000 Penalty: 12768.242188
	Iteration 40F: 3 clusters Score -7705232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7705238.000000 Penalty: 12768.242188
	Iteration 41Q: 3 clusters Score -7705238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7705237.000000 Penalty: 12768.242188
	Iteration 42Q: 3 clusters Score -7705237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7705246.000000 Penalty: 12768.242188
	Iteration 43Q: 3 clusters Score -7705246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7705238.000000 Penalty: 12768.242188
	Iteration 44Q: 3 clusters Score -7705238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7705260.000000 Penalty: 12768.242188
	Iteration 45Q: 3 clusters Score -7705260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7705266.000000 Penalty: 12768.242188
	Iteration 46Q: 3 clusters Score -7705266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7705247.000000 Penalty: 12768.242188
	Iteration 47Q: 3 clusters Score -7705247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7705261.000000 Penalty: 12768.242188
	Iteration 48Q: 3 clusters Score -7705261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7705267.000000 Penalty: 12768.242188
	Iteration 49Q: 3 clusters Score -7705267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7705266.500000 Penalty: 12768.242188
	Iteration 50Q: 3 clusters Score -7705266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7705272.000000 Penalty: 12768.242188
	Iteration 51Q: 3 clusters Score -7705272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7705277.000000 Penalty: 12768.242188
	Iteration 52Q: 3 clusters Score -7705277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7705276.000000 Penalty: 12768.242188
	Iteration 53Q: 3 clusters Score -7705276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7705274.000000 Penalty: 12768.242188
	Iteration 54Q: 3 clusters Score -7705274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7705274.000000 Penalty: 12768.242188
	Iteration 55Q: 3 clusters Score -7705274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7705274.000000 Penalty: 12768.242188
	Iteration 56F: 3 clusters Score -7705274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (108554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108554 members 
Entering Unmasked Estep 
Score: -24929538.000000 Penalty: 7101.939453
	Iteration 0F: 2 clusters Score -2.492954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -24856954.000000 Penalty: 14203.878906
	Iteration 0F: 3 clusters Score -2.485695e+07 nChanged 49767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -24884456.000000 Penalty: 14203.878906
	Iteration 1F: 3 clusters Score -2.488446e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -24886006.000000 Penalty: 14203.878906
	Iteration 2Q: 3 clusters Score -2.488601e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -24888026.000000 Penalty: 14203.878906
	Iteration 3Q: 3 clusters Score -2.488803e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -24891100.000000 Penalty: 14203.878906
	Iteration 4F: 3 clusters Score -2.48911e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -24895754.000000 Penalty: 14203.878906
	Iteration 5F: 3 clusters Score -2.489575e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -24901490.000000 Penalty: 14203.878906
	Iteration 6F: 3 clusters Score -2.490149e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -24908234.000000 Penalty: 14203.878906
	Iteration 7F: 3 clusters Score -2.490823e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -24914310.000000 Penalty: 14203.878906
	Iteration 8F: 3 clusters Score -2.491431e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -24918708.000000 Penalty: 14203.878906
	Iteration 9F: 3 clusters Score -2.491871e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -24921034.000000 Penalty: 14203.878906
	Iteration 10Q: 3 clusters Score -2.492103e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -24922450.000000 Penalty: 14203.878906
	Iteration 11Q: 3 clusters Score -2.492245e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -24923190.000000 Penalty: 14203.878906
	Iteration 12Q: 3 clusters Score -2.492319e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 78783 members 
Entering Unmasked Estep 
Score: -24923760.000000 Penalty: 14203.878906
	Iteration 13Q: 3 clusters Score -2.492376e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -24923998.000000 Penalty: 14203.878906
	Iteration 14Q: 3 clusters Score -2.4924e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -24924144.000000 Penalty: 14203.878906
	Iteration 15Q: 3 clusters Score -2.492414e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -24924446.000000 Penalty: 14203.878906
	Iteration 16Q: 3 clusters Score -2.492445e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -24924672.000000 Penalty: 14203.878906
	Iteration 17Q: 3 clusters Score -2.492467e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 81982 members 
Entering Unmasked Estep 
Score: -24924834.000000 Penalty: 14203.878906
	Iteration 18Q: 3 clusters Score -2.492483e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -24924996.000000 Penalty: 14203.878906
	Iteration 19Q: 3 clusters Score -2.4925e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -24925056.000000 Penalty: 14203.878906
	Iteration 20F: 3 clusters Score -2.492506e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -24925206.000000 Penalty: 14203.878906
	Iteration 21Q: 3 clusters Score -2.492521e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -24925294.000000 Penalty: 14203.878906
	Iteration 22Q: 3 clusters Score -2.492529e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -24925400.000000 Penalty: 14203.878906
	Iteration 23Q: 3 clusters Score -2.49254e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 84940 members 
Entering Unmasked Estep 
Score: -24925516.000000 Penalty: 14203.878906
	Iteration 24Q: 3 clusters Score -2.492552e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -24925598.000000 Penalty: 14203.878906
	Iteration 25Q: 3 clusters Score -2.49256e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -24925632.000000 Penalty: 14203.878906
	Iteration 26Q: 3 clusters Score -2.492563e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -24925636.000000 Penalty: 14203.878906
	Iteration 27Q: 3 clusters Score -2.492564e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 86316 members 
Entering Unmasked Estep 
Score: -24925718.000000 Penalty: 14203.878906
	Iteration 28Q: 3 clusters Score -2.492572e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -24925738.000000 Penalty: 14203.878906
	Iteration 29Q: 3 clusters Score -2.492574e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -24925756.000000 Penalty: 14203.878906
	Iteration 30Q: 3 clusters Score -2.492576e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -24925750.000000 Penalty: 14203.878906
	Iteration 31Q: 3 clusters Score -2.492575e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -24925776.000000 Penalty: 14203.878906
	Iteration 32Q: 3 clusters Score -2.492578e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -24925800.000000 Penalty: 14203.878906
	Iteration 33Q: 3 clusters Score -2.49258e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -24925804.000000 Penalty: 14203.878906
	Iteration 34Q: 3 clusters Score -2.49258e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 87712 members 
Entering Unmasked Estep 
Score: -24925818.000000 Penalty: 14203.878906
	Iteration 35Q: 3 clusters Score -2.492582e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -24925818.000000 Penalty: 14203.878906
	Iteration 36Q: 3 clusters Score -2.492582e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 87965 members 
Entering Unmasked Estep 
Score: -24925812.000000 Penalty: 14203.878906
	Iteration 37Q: 3 clusters Score -2.492581e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -24925830.000000 Penalty: 14203.878906
	Iteration 38Q: 3 clusters Score -2.492583e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -24925868.000000 Penalty: 14203.878906
	Iteration 39Q: 3 clusters Score -2.492587e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 88243 members 
Entering Unmasked Estep 
Score: -24925898.000000 Penalty: 14203.878906
	Iteration 40F: 3 clusters Score -2.49259e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -24925860.000000 Penalty: 14203.878906
	Iteration 41Q: 3 clusters Score -2.492586e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -24925886.000000 Penalty: 14203.878906
	Iteration 42Q: 3 clusters Score -2.492589e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -24925874.000000 Penalty: 14203.878906
	Iteration 43Q: 3 clusters Score -2.492587e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -24925874.000000 Penalty: 14203.878906
	Iteration 44Q: 3 clusters Score -2.492587e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 88624 members 
Entering Unmasked Estep 
Score: -24925858.000000 Penalty: 14203.878906
	Iteration 45Q: 3 clusters Score -2.492586e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -24925860.000000 Penalty: 14203.878906
	Iteration 46Q: 3 clusters Score -2.492586e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -24925890.000000 Penalty: 14203.878906
	Iteration 47Q: 3 clusters Score -2.492589e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -24925890.000000 Penalty: 14203.878906
	Iteration 48Q: 3 clusters Score -2.492589e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -24925868.000000 Penalty: 14203.878906
	Iteration 49Q: 3 clusters Score -2.492587e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -24925834.000000 Penalty: 14203.878906
	Iteration 50Q: 3 clusters Score -2.492583e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 89010 members 
Entering Unmasked Estep 
Score: -24925870.000000 Penalty: 14203.878906
	Iteration 51Q: 3 clusters Score -2.492587e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -24925880.000000 Penalty: 14203.878906
	Iteration 52Q: 3 clusters Score -2.492588e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -24925858.000000 Penalty: 14203.878906
	Iteration 53Q: 3 clusters Score -2.492586e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 89224 members 
Entering Unmasked Estep 
Score: -24925922.000000 Penalty: 14203.878906
	Iteration 54Q: 3 clusters Score -2.492592e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 89300 members 
Entering Unmasked Estep 
Score: -24925954.000000 Penalty: 14203.878906
	Iteration 55Q: 3 clusters Score -2.492595e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -24925968.000000 Penalty: 14203.878906
	Iteration 56Q: 3 clusters Score -2.492597e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 89455 members 
Entering Unmasked Estep 
Score: -24926022.000000 Penalty: 14203.878906
	Iteration 57Q: 3 clusters Score -2.492602e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -24925996.000000 Penalty: 14203.878906
	Iteration 58Q: 3 clusters Score -2.4926e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 89603 members 
Entering Unmasked Estep 
Score: -24925994.000000 Penalty: 14203.878906
	Iteration 59Q: 3 clusters Score -2.492599e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -24925992.000000 Penalty: 14203.878906
	Iteration 60F: 3 clusters Score -2.492599e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -24925980.000000 Penalty: 14203.878906
	Iteration 61Q: 3 clusters Score -2.492598e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -24926000.000000 Penalty: 14203.878906
	Iteration 62Q: 3 clusters Score -2.4926e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 89904 members 
Entering Unmasked Estep 
Score: -24926002.000000 Penalty: 14203.878906
	Iteration 63Q: 3 clusters Score -2.4926e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 89956 members 
Entering Unmasked Estep 
Score: -24925988.000000 Penalty: 14203.878906
	Iteration 64Q: 3 clusters Score -2.492599e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -24925980.000000 Penalty: 14203.878906
	Iteration 65Q: 3 clusters Score -2.492598e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 90037 members 
Entering Unmasked Estep 
Score: -24926004.000000 Penalty: 14203.878906
	Iteration 66Q: 3 clusters Score -2.4926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -24926010.000000 Penalty: 14203.878906
	Iteration 67Q: 3 clusters Score -2.492601e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -24926010.000000 Penalty: 14203.878906
	Iteration 68Q: 3 clusters Score -2.492601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -24926018.000000 Penalty: 14203.878906
	Iteration 69Q: 3 clusters Score -2.492602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -24925996.000000 Penalty: 14203.878906
	Iteration 70Q: 3 clusters Score -2.4926e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 90185 members 
Entering Unmasked Estep 
Score: -24925992.000000 Penalty: 14203.878906
	Iteration 71Q: 3 clusters Score -2.492599e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -24926002.000000 Penalty: 14203.878906
	Iteration 72Q: 3 clusters Score -2.4926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -24926022.000000 Penalty: 14203.878906
	Iteration 73Q: 3 clusters Score -2.492602e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -24926008.000000 Penalty: 14203.878906
	Iteration 74Q: 3 clusters Score -2.492601e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -24926002.000000 Penalty: 14203.878906
	Iteration 75Q: 3 clusters Score -2.4926e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 90359 members 
Entering Unmasked Estep 
Score: -24925996.000000 Penalty: 14203.878906
	Iteration 76Q: 3 clusters Score -2.4926e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -24925998.000000 Penalty: 14203.878906
	Iteration 77Q: 3 clusters Score -2.4926e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
Score: -24925994.000000 Penalty: 14203.878906
	Iteration 78Q: 3 clusters Score -2.492599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -24926000.000000 Penalty: 14203.878906
	Iteration 79Q: 3 clusters Score -2.4926e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -24926012.000000 Penalty: 14203.878906
	Iteration 80F: 3 clusters Score -2.492601e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -24926018.000000 Penalty: 14203.878906
	Iteration 81Q: 3 clusters Score -2.492602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -24926032.000000 Penalty: 14203.878906
	Iteration 82Q: 3 clusters Score -2.492603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -24926032.000000 Penalty: 14203.878906
	Iteration 83Q: 3 clusters Score -2.492603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 90553 members 
Entering Unmasked Estep 
Score: -24926054.000000 Penalty: 14203.878906
	Iteration 84Q: 3 clusters Score -2.492605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -24926042.000000 Penalty: 14203.878906
	Iteration 85Q: 3 clusters Score -2.492604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -24926038.000000 Penalty: 14203.878906
	Iteration 86Q: 3 clusters Score -2.492604e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -24926042.000000 Penalty: 14203.878906
	Iteration 87Q: 3 clusters Score -2.492604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -24926036.000000 Penalty: 14203.878906
	Iteration 88Q: 3 clusters Score -2.492604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -24926052.000000 Penalty: 14203.878906
	Iteration 89Q: 3 clusters Score -2.492605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -24926016.000000 Penalty: 14203.878906
	Iteration 90Q: 3 clusters Score -2.492602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -24926024.000000 Penalty: 14203.878906
	Iteration 91Q: 3 clusters Score -2.492602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -24926036.000000 Penalty: 14203.878906
	Iteration 92Q: 3 clusters Score -2.492604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -24926030.000000 Penalty: 14203.878906
	Iteration 93Q: 3 clusters Score -2.492603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -24926030.000000 Penalty: 14203.878906
	Iteration 94Q: 3 clusters Score -2.492603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -24926056.000000 Penalty: 14203.878906
	Iteration 95Q: 3 clusters Score -2.492606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -24926056.000000 Penalty: 14203.878906
	Iteration 96Q: 3 clusters Score -2.492606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -24926056.000000 Penalty: 14203.878906
	Iteration 97F: 3 clusters Score -2.492606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Entering Unmasked Estep 
Score: -14522339.000000 Penalty: 6773.627441
	Iteration 0F: 2 clusters Score -1.452234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -14477988.000000 Penalty: 13547.254883
	Iteration 0F: 3 clusters Score -1.447799e+07 nChanged 28204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -14492880.000000 Penalty: 13547.254883
	Iteration 1F: 3 clusters Score -1.449288e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -14493756.000000 Penalty: 13547.254883
	Iteration 2Q: 3 clusters Score -1.449376e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -14494459.000000 Penalty: 13547.254883
	Iteration 3Q: 3 clusters Score -1.449446e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -14494974.000000 Penalty: 13547.254883
	Iteration 4Q: 3 clusters Score -1.449497e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -14495601.000000 Penalty: 13547.254883
	Iteration 5Q: 3 clusters Score -1.44956e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -14496023.000000 Penalty: 13547.254883
	Iteration 6Q: 3 clusters Score -1.449602e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -14496548.000000 Penalty: 13547.254883
	Iteration 7Q: 3 clusters Score -1.449655e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -14497262.000000 Penalty: 13547.254883
	Iteration 8Q: 3 clusters Score -1.449726e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -14498114.000000 Penalty: 13547.254883
	Iteration 9Q: 3 clusters Score -1.449811e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -14499427.000000 Penalty: 13547.254883
	Iteration 10Q: 3 clusters Score -1.449943e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -14501473.000000 Penalty: 13547.254883
	Iteration 11F: 3 clusters Score -1.450147e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -14504073.000000 Penalty: 13547.254883
	Iteration 12F: 3 clusters Score -1.450407e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -14507090.000000 Penalty: 13547.254883
	Iteration 13F: 3 clusters Score -1.450709e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -14509920.000000 Penalty: 13547.254883
	Iteration 14F: 3 clusters Score -1.450992e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -14512292.000000 Penalty: 13547.254883
	Iteration 15Q: 3 clusters Score -1.451229e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -14513924.000000 Penalty: 13547.254883
	Iteration 16Q: 3 clusters Score -1.451392e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -14514922.000000 Penalty: 13547.254883
	Iteration 17Q: 3 clusters Score -1.451492e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -14515407.000000 Penalty: 13547.254883
	Iteration 18Q: 3 clusters Score -1.451541e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -14515754.000000 Penalty: 13547.254883
	Iteration 19Q: 3 clusters Score -1.451575e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -14515953.000000 Penalty: 13547.254883
	Iteration 20F: 3 clusters Score -1.451595e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -14516114.000000 Penalty: 13547.254883
	Iteration 21Q: 3 clusters Score -1.451611e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -14516208.000000 Penalty: 13547.254883
	Iteration 22Q: 3 clusters Score -1.451621e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -14516277.000000 Penalty: 13547.254883
	Iteration 23Q: 3 clusters Score -1.451628e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -14516303.000000 Penalty: 13547.254883
	Iteration 24Q: 3 clusters Score -1.45163e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -14516329.000000 Penalty: 13547.254883
	Iteration 25Q: 3 clusters Score -1.451633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -14516345.000000 Penalty: 13547.254883
	Iteration 26Q: 3 clusters Score -1.451634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -14516378.000000 Penalty: 13547.254883
	Iteration 27Q: 3 clusters Score -1.451638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -14516394.000000 Penalty: 13547.254883
	Iteration 28Q: 3 clusters Score -1.451639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -14516402.000000 Penalty: 13547.254883
	Iteration 29Q: 3 clusters Score -1.45164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -14516407.000000 Penalty: 13547.254883
	Iteration 30Q: 3 clusters Score -1.451641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -14516427.000000 Penalty: 13547.254883
	Iteration 31Q: 3 clusters Score -1.451643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -14516419.000000 Penalty: 13547.254883
	Iteration 32Q: 3 clusters Score -1.451642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -14516428.000000 Penalty: 13547.254883
	Iteration 33Q: 3 clusters Score -1.451643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -14516444.000000 Penalty: 13547.254883
	Iteration 34Q: 3 clusters Score -1.451644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -14516453.000000 Penalty: 13547.254883
	Iteration 35Q: 3 clusters Score -1.451645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -14516457.000000 Penalty: 13547.254883
	Iteration 36Q: 3 clusters Score -1.451646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -14516458.000000 Penalty: 13547.254883
	Iteration 37Q: 3 clusters Score -1.451646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -14516453.000000 Penalty: 13547.254883
	Iteration 38Q: 3 clusters Score -1.451645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -14516458.000000 Penalty: 13547.254883
	Iteration 39Q: 3 clusters Score -1.451646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -14516453.000000 Penalty: 13547.254883
	Iteration 40F: 3 clusters Score -1.451645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -14516459.000000 Penalty: 13547.254883
	Iteration 41Q: 3 clusters Score -1.451646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -14516447.000000 Penalty: 13547.254883
	Iteration 42Q: 3 clusters Score -1.451645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -14516450.000000 Penalty: 13547.254883
	Iteration 43Q: 3 clusters Score -1.451645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -14516458.000000 Penalty: 13547.254883
	Iteration 44Q: 3 clusters Score -1.451646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -14516448.000000 Penalty: 13547.254883
	Iteration 45Q: 3 clusters Score -1.451645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -14516454.000000 Penalty: 13547.254883
	Iteration 46Q: 3 clusters Score -1.451645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -14516446.000000 Penalty: 13547.254883
	Iteration 47Q: 3 clusters Score -1.451645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -14516446.000000 Penalty: 13547.254883
	Iteration 48F: 3 clusters Score -1.451645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Entering Unmasked Estep 
Score: -3047243.750000 Penalty: 5838.654297
	Iteration 0F: 2 clusters Score -3047244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -3034704.500000 Penalty: 11677.308594
	Iteration 0F: 3 clusters Score -3034704 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3037702.750000 Penalty: 11677.308594
	Iteration 1F: 3 clusters Score -3037703 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3038338.000000 Penalty: 11677.308594
	Iteration 2F: 3 clusters Score -3038338 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3038834.250000 Penalty: 11677.308594
	Iteration 3F: 3 clusters Score -3038834 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3039231.250000 Penalty: 11677.308594
	Iteration 4Q: 3 clusters Score -3039231 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -3039565.250000 Penalty: 11677.308594
	Iteration 5Q: 3 clusters Score -3039565 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3039851.500000 Penalty: 11677.308594
	Iteration 6Q: 3 clusters Score -3039852 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3040093.500000 Penalty: 11677.308594
	Iteration 7Q: 3 clusters Score -3040094 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3040326.500000 Penalty: 11677.308594
	Iteration 8Q: 3 clusters Score -3040326 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3040555.250000 Penalty: 11677.308594
	Iteration 9Q: 3 clusters Score -3040555 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3040753.000000 Penalty: 11677.308594
	Iteration 10Q: 3 clusters Score -3040753 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3040949.250000 Penalty: 11677.308594
	Iteration 11Q: 3 clusters Score -3040949 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3041158.250000 Penalty: 11677.308594
	Iteration 12Q: 3 clusters Score -3041158 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3041403.750000 Penalty: 11677.308594
	Iteration 13Q: 3 clusters Score -3041404 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3041670.250000 Penalty: 11677.308594
	Iteration 14Q: 3 clusters Score -3041670 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3041959.500000 Penalty: 11677.308594
	Iteration 15Q: 3 clusters Score -3041960 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3042323.500000 Penalty: 11677.308594
	Iteration 16Q: 3 clusters Score -3042324 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3042723.250000 Penalty: 11677.308594
	Iteration 17Q: 3 clusters Score -3042723 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3043120.250000 Penalty: 11677.308594
	Iteration 18Q: 3 clusters Score -3043120 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3043435.000000 Penalty: 11677.308594
	Iteration 19Q: 3 clusters Score -3043435 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3043640.000000 Penalty: 11677.308594
	Iteration 20F: 3 clusters Score -3043640 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3043748.250000 Penalty: 11677.308594
	Iteration 21Q: 3 clusters Score -3043748 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3043826.000000 Penalty: 11677.308594
	Iteration 22Q: 3 clusters Score -3043826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3043864.000000 Penalty: 11677.308594
	Iteration 23Q: 3 clusters Score -3043864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3043914.000000 Penalty: 11677.308594
	Iteration 24Q: 3 clusters Score -3043914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3043948.750000 Penalty: 11677.308594
	Iteration 25Q: 3 clusters Score -3043949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3043964.750000 Penalty: 11677.308594
	Iteration 26Q: 3 clusters Score -3043965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3043983.500000 Penalty: 11677.308594
	Iteration 27Q: 3 clusters Score -3043984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -3043993.250000 Penalty: 11677.308594
	Iteration 28Q: 3 clusters Score -3043993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3044009.000000 Penalty: 11677.308594
	Iteration 29Q: 3 clusters Score -3044009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3044009.750000 Penalty: 11677.308594
	Iteration 30Q: 3 clusters Score -3044010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3044012.750000 Penalty: 11677.308594
	Iteration 31Q: 3 clusters Score -3044013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3044028.250000 Penalty: 11677.308594
	Iteration 32Q: 3 clusters Score -3044028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3044025.000000 Penalty: 11677.308594
	Iteration 33Q: 3 clusters Score -3044025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3044021.250000 Penalty: 11677.308594
	Iteration 34Q: 3 clusters Score -3044021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -3044031.750000 Penalty: 11677.308594
	Iteration 35Q: 3 clusters Score -3044032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3044041.750000 Penalty: 11677.308594
	Iteration 36Q: 3 clusters Score -3044042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3044041.500000 Penalty: 11677.308594
	Iteration 37Q: 3 clusters Score -3044042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3044039.750000 Penalty: 11677.308594
	Iteration 38Q: 3 clusters Score -3044040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -3044051.000000 Penalty: 11677.308594
	Iteration 39Q: 3 clusters Score -3044051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3044054.750000 Penalty: 11677.308594
	Iteration 40F: 3 clusters Score -3044055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3044052.750000 Penalty: 11677.308594
	Iteration 41Q: 3 clusters Score -3044053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3044049.500000 Penalty: 11677.308594
	Iteration 42Q: 3 clusters Score -3044050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3044049.500000 Penalty: 11677.308594
	Iteration 43Q: 3 clusters Score -3044050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3044049.500000 Penalty: 11677.308594
	Iteration 44F: 3 clusters Score -3044050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (124120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124120 members 
Entering Unmasked Estep 
Score: -28359460.000000 Penalty: 7184.014648
	Iteration 0F: 2 clusters Score -2.835946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -28277592.000000 Penalty: 14368.029297
	Iteration 0F: 3 clusters Score -2.827759e+07 nChanged 57346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -28309616.000000 Penalty: 14368.029297
	Iteration 1F: 3 clusters Score -2.830962e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -28311230.000000 Penalty: 14368.029297
	Iteration 2Q: 3 clusters Score -2.831123e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -28313392.000000 Penalty: 14368.029297
	Iteration 3Q: 3 clusters Score -2.831339e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -28315980.000000 Penalty: 14368.029297
	Iteration 4Q: 3 clusters Score -2.831598e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -28318838.000000 Penalty: 14368.029297
	Iteration 5Q: 3 clusters Score -2.831884e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -28321966.000000 Penalty: 14368.029297
	Iteration 6F: 3 clusters Score -2.832197e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -28324976.000000 Penalty: 14368.029297
	Iteration 7F: 3 clusters Score -2.832498e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -28327776.000000 Penalty: 14368.029297
	Iteration 8F: 3 clusters Score -2.832778e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -28330440.000000 Penalty: 14368.029297
	Iteration 9Q: 3 clusters Score -2.833044e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -28332704.000000 Penalty: 14368.029297
	Iteration 10Q: 3 clusters Score -2.83327e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -28334876.000000 Penalty: 14368.029297
	Iteration 11Q: 3 clusters Score -2.833488e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -28337006.000000 Penalty: 14368.029297
	Iteration 12Q: 3 clusters Score -2.833701e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -28338820.000000 Penalty: 14368.029297
	Iteration 13Q: 3 clusters Score -2.833882e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -28340318.000000 Penalty: 14368.029297
	Iteration 14Q: 3 clusters Score -2.834032e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -28341480.000000 Penalty: 14368.029297
	Iteration 15Q: 3 clusters Score -2.834148e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89746 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -28342236.000000 Penalty: 14368.029297
	Iteration 16Q: 3 clusters Score -2.834224e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -28342872.000000 Penalty: 14368.029297
	Iteration 17Q: 3 clusters Score -2.834287e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -28343232.000000 Penalty: 14368.029297
	Iteration 18Q: 3 clusters Score -2.834323e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -28343594.000000 Penalty: 14368.029297
	Iteration 19Q: 3 clusters Score -2.834359e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -28343998.000000 Penalty: 14368.029297
	Iteration 20F: 3 clusters Score -2.8344e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -28344304.000000 Penalty: 14368.029297
	Iteration 21Q: 3 clusters Score -2.83443e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -28344582.000000 Penalty: 14368.029297
	Iteration 22Q: 3 clusters Score -2.834458e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -28344848.000000 Penalty: 14368.029297
	Iteration 23Q: 3 clusters Score -2.834485e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95429 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -28345004.000000 Penalty: 14368.029297
	Iteration 24Q: 3 clusters Score -2.8345e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -28345314.000000 Penalty: 14368.029297
	Iteration 25Q: 3 clusters Score -2.834531e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -28345530.000000 Penalty: 14368.029297
	Iteration 26Q: 3 clusters Score -2.834553e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -28345784.000000 Penalty: 14368.029297
	Iteration 27Q: 3 clusters Score -2.834578e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -28345976.000000 Penalty: 14368.029297
	Iteration 28Q: 3 clusters Score -2.834598e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -28346166.000000 Penalty: 14368.029297
	Iteration 29Q: 3 clusters Score -2.834617e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -28346364.000000 Penalty: 14368.029297
	Iteration 30Q: 3 clusters Score -2.834636e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99034 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -28346656.000000 Penalty: 14368.029297
	Iteration 31Q: 3 clusters Score -2.834666e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -28346968.000000 Penalty: 14368.029297
	Iteration 32Q: 3 clusters Score -2.834697e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100140 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -28347050.000000 Penalty: 14368.029297
	Iteration 33Q: 3 clusters Score -2.834705e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -28347270.000000 Penalty: 14368.029297
	Iteration 34Q: 3 clusters Score -2.834727e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -28347504.000000 Penalty: 14368.029297
	Iteration 35Q: 3 clusters Score -2.83475e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -28347706.000000 Penalty: 14368.029297
	Iteration 36Q: 3 clusters Score -2.834771e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102437 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -28347860.000000 Penalty: 14368.029297
	Iteration 37Q: 3 clusters Score -2.834786e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103060 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -28348132.000000 Penalty: 14368.029297
	Iteration 38Q: 3 clusters Score -2.834813e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -28348394.000000 Penalty: 14368.029297
	Iteration 39Q: 3 clusters Score -2.834839e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104261 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -28348536.000000 Penalty: 14368.029297
	Iteration 40F: 3 clusters Score -2.834854e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104896 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -28348704.000000 Penalty: 14368.029297
	Iteration 41Q: 3 clusters Score -2.83487e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105541 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -28348956.000000 Penalty: 14368.029297
	Iteration 42Q: 3 clusters Score -2.834896e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106168 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -28349012.000000 Penalty: 14368.029297
	Iteration 43Q: 3 clusters Score -2.834901e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -28349230.000000 Penalty: 14368.029297
	Iteration 44Q: 3 clusters Score -2.834923e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107453 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -28349440.000000 Penalty: 14368.029297
	Iteration 45Q: 3 clusters Score -2.834944e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -28349650.000000 Penalty: 14368.029297
	Iteration 46Q: 3 clusters Score -2.834965e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108732 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -28349862.000000 Penalty: 14368.029297
	Iteration 47Q: 3 clusters Score -2.834986e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109361 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -28350124.000000 Penalty: 14368.029297
	Iteration 48Q: 3 clusters Score -2.835012e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -28350398.000000 Penalty: 14368.029297
	Iteration 49Q: 3 clusters Score -2.83504e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110629 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -28350584.000000 Penalty: 14368.029297
	Iteration 50Q: 3 clusters Score -2.835058e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111236 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -28350826.000000 Penalty: 14368.029297
	Iteration 51Q: 3 clusters Score -2.835083e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -28350958.000000 Penalty: 14368.029297
	Iteration 52Q: 3 clusters Score -2.835096e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112414 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -28351202.000000 Penalty: 14368.029297
	Iteration 53Q: 3 clusters Score -2.83512e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112927 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -28351336.000000 Penalty: 14368.029297
	Iteration 54Q: 3 clusters Score -2.835134e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113453 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -28351516.000000 Penalty: 14368.029297
	Iteration 55Q: 3 clusters Score -2.835152e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113957 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -28351718.000000 Penalty: 14368.029297
	Iteration 56Q: 3 clusters Score -2.835172e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114460 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -28351924.000000 Penalty: 14368.029297
	Iteration 57Q: 3 clusters Score -2.835192e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114969 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -28352136.000000 Penalty: 14368.029297
	Iteration 58Q: 3 clusters Score -2.835214e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115427 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -28352278.000000 Penalty: 14368.029297
	Iteration 59Q: 3 clusters Score -2.835228e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115893 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -28352424.000000 Penalty: 14368.029297
	Iteration 60F: 3 clusters Score -2.835242e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116321 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -28352596.000000 Penalty: 14368.029297
	Iteration 61Q: 3 clusters Score -2.83526e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116703 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -28352624.000000 Penalty: 14368.029297
	Iteration 62Q: 3 clusters Score -2.835262e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117051 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -28352766.000000 Penalty: 14368.029297
	Iteration 63Q: 3 clusters Score -2.835277e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117354 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -28352860.000000 Penalty: 14368.029297
	Iteration 64Q: 3 clusters Score -2.835286e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117622 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -28352944.000000 Penalty: 14368.029297
	Iteration 65Q: 3 clusters Score -2.835294e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117864 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -28352994.000000 Penalty: 14368.029297
	Iteration 66Q: 3 clusters Score -2.835299e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -28353022.000000 Penalty: 14368.029297
	Iteration 67Q: 3 clusters Score -2.835302e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -28353092.000000 Penalty: 14368.029297
	Iteration 68Q: 3 clusters Score -2.835309e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118482 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -28353140.000000 Penalty: 14368.029297
	Iteration 69Q: 3 clusters Score -2.835314e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118663 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -28353162.000000 Penalty: 14368.029297
	Iteration 70Q: 3 clusters Score -2.835316e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118822 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -28353188.000000 Penalty: 14368.029297
	Iteration 71Q: 3 clusters Score -2.835319e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118960 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -28353224.000000 Penalty: 14368.029297
	Iteration 72Q: 3 clusters Score -2.835322e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119090 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -28353298.000000 Penalty: 14368.029297
	Iteration 73Q: 3 clusters Score -2.83533e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119197 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -28353260.000000 Penalty: 14368.029297
	Iteration 74Q: 3 clusters Score -2.835326e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119282 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -28353254.000000 Penalty: 14368.029297
	Iteration 75Q: 3 clusters Score -2.835325e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119366 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -28353232.000000 Penalty: 14368.029297
	Iteration 76Q: 3 clusters Score -2.835323e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -28353290.000000 Penalty: 14368.029297
	Iteration 77Q: 3 clusters Score -2.835329e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119509 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -28353320.000000 Penalty: 14368.029297
	Iteration 78Q: 3 clusters Score -2.835332e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119565 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -28353332.000000 Penalty: 14368.029297
	Iteration 79Q: 3 clusters Score -2.835333e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -28353314.000000 Penalty: 14368.029297
	Iteration 80F: 3 clusters Score -2.835331e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119662 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -28353302.000000 Penalty: 14368.029297
	Iteration 81Q: 3 clusters Score -2.83533e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -28353350.000000 Penalty: 14368.029297
	Iteration 82Q: 3 clusters Score -2.835335e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119733 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -28353360.000000 Penalty: 14368.029297
	Iteration 83Q: 3 clusters Score -2.835336e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119771 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -28353364.000000 Penalty: 14368.029297
	Iteration 84Q: 3 clusters Score -2.835336e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119811 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -28353394.000000 Penalty: 14368.029297
	Iteration 85Q: 3 clusters Score -2.835339e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119840 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -28353416.000000 Penalty: 14368.029297
	Iteration 86Q: 3 clusters Score -2.835342e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119862 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -28353438.000000 Penalty: 14368.029297
	Iteration 87Q: 3 clusters Score -2.835344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119890 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -28353450.000000 Penalty: 14368.029297
	Iteration 88Q: 3 clusters Score -2.835345e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -28353458.000000 Penalty: 14368.029297
	Iteration 89Q: 3 clusters Score -2.835346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119937 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -28353474.000000 Penalty: 14368.029297
	Iteration 90Q: 3 clusters Score -2.835347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119956 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -28353490.000000 Penalty: 14368.029297
	Iteration 91Q: 3 clusters Score -2.835349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119973 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -28353480.000000 Penalty: 14368.029297
	Iteration 92Q: 3 clusters Score -2.835348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119991 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -28353498.000000 Penalty: 14368.029297
	Iteration 93Q: 3 clusters Score -2.83535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120007 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -28353506.000000 Penalty: 14368.029297
	Iteration 94Q: 3 clusters Score -2.835351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120027 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -28353492.000000 Penalty: 14368.029297
	Iteration 95Q: 3 clusters Score -2.835349e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120048 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -28353484.000000 Penalty: 14368.029297
	Iteration 96Q: 3 clusters Score -2.835348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120068 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -28353462.000000 Penalty: 14368.029297
	Iteration 97Q: 3 clusters Score -2.835346e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120085 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -28353486.000000 Penalty: 14368.029297
	Iteration 98Q: 3 clusters Score -2.835349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120101 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -28353472.000000 Penalty: 14368.029297
	Iteration 99Q: 3 clusters Score -2.835347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120114 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -28353486.000000 Penalty: 14368.029297
	Iteration 100F: 3 clusters Score -2.835349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120126 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -28353510.000000 Penalty: 14368.029297
	Iteration 101Q: 3 clusters Score -2.835351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120142 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -28353522.000000 Penalty: 14368.029297
	Iteration 102Q: 3 clusters Score -2.835352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120156 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -28353530.000000 Penalty: 14368.029297
	Iteration 103Q: 3 clusters Score -2.835353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120164 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -28353558.000000 Penalty: 14368.029297
	Iteration 104Q: 3 clusters Score -2.835356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -28353536.000000 Penalty: 14368.029297
	Iteration 105Q: 3 clusters Score -2.835354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120185 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -28353544.000000 Penalty: 14368.029297
	Iteration 106Q: 3 clusters Score -2.835354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120199 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -28353552.000000 Penalty: 14368.029297
	Iteration 107Q: 3 clusters Score -2.835355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120216 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -28353560.000000 Penalty: 14368.029297
	Iteration 108Q: 3 clusters Score -2.835356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120229 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -28353556.000000 Penalty: 14368.029297
	Iteration 109Q: 3 clusters Score -2.835356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120236 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -28353534.000000 Penalty: 14368.029297
	Iteration 110Q: 3 clusters Score -2.835353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120251 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -28353550.000000 Penalty: 14368.029297
	Iteration 111Q: 3 clusters Score -2.835355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120267 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -28353550.000000 Penalty: 14368.029297
	Iteration 112Q: 3 clusters Score -2.835355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120288 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -28353560.000000 Penalty: 14368.029297
	Iteration 113Q: 3 clusters Score -2.835356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120301 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -28353546.000000 Penalty: 14368.029297
	Iteration 114Q: 3 clusters Score -2.835355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -28353520.000000 Penalty: 14368.029297
	Iteration 115Q: 3 clusters Score -2.835352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120315 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -28353532.000000 Penalty: 14368.029297
	Iteration 116Q: 3 clusters Score -2.835353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120329 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -28353530.000000 Penalty: 14368.029297
	Iteration 117Q: 3 clusters Score -2.835353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120343 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -28353528.000000 Penalty: 14368.029297
	Iteration 118Q: 3 clusters Score -2.835353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120354 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -28353548.000000 Penalty: 14368.029297
	Iteration 119Q: 3 clusters Score -2.835355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120368 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -28353544.000000 Penalty: 14368.029297
	Iteration 120F: 3 clusters Score -2.835354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120382 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -28353518.000000 Penalty: 14368.029297
	Iteration 121Q: 3 clusters Score -2.835352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -28353528.000000 Penalty: 14368.029297
	Iteration 122Q: 3 clusters Score -2.835353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120404 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -28353534.000000 Penalty: 14368.029297
	Iteration 123Q: 3 clusters Score -2.835353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120417 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -28353552.000000 Penalty: 14368.029297
	Iteration 124Q: 3 clusters Score -2.835355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120427 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -28353556.000000 Penalty: 14368.029297
	Iteration 125Q: 3 clusters Score -2.835356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120437 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -28353544.000000 Penalty: 14368.029297
	Iteration 126Q: 3 clusters Score -2.835354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120442 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -28353500.000000 Penalty: 14368.029297
	Iteration 127Q: 3 clusters Score -2.83535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120452 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -28353514.000000 Penalty: 14368.029297
	Iteration 128Q: 3 clusters Score -2.835351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120461 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -28353530.000000 Penalty: 14368.029297
	Iteration 129Q: 3 clusters Score -2.835353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -28353516.000000 Penalty: 14368.029297
	Iteration 130Q: 3 clusters Score -2.835352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120474 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -28353514.000000 Penalty: 14368.029297
	Iteration 131Q: 3 clusters Score -2.835351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120479 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -28353540.000000 Penalty: 14368.029297
	Iteration 132Q: 3 clusters Score -2.835354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120489 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -28353552.000000 Penalty: 14368.029297
	Iteration 133Q: 3 clusters Score -2.835355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120501 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -28353560.000000 Penalty: 14368.029297
	Iteration 134Q: 3 clusters Score -2.835356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120514 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -28353594.000000 Penalty: 14368.029297
	Iteration 135Q: 3 clusters Score -2.835359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120526 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -28353612.000000 Penalty: 14368.029297
	Iteration 136Q: 3 clusters Score -2.835361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120530 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -28353596.000000 Penalty: 14368.029297
	Iteration 137Q: 3 clusters Score -2.83536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120540 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -28353592.000000 Penalty: 14368.029297
	Iteration 138Q: 3 clusters Score -2.835359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120555 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -28353600.000000 Penalty: 14368.029297
	Iteration 139Q: 3 clusters Score -2.83536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120565 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -28353622.000000 Penalty: 14368.029297
	Iteration 140F: 3 clusters Score -2.835362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120577 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -28353638.000000 Penalty: 14368.029297
	Iteration 141Q: 3 clusters Score -2.835364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -28353624.000000 Penalty: 14368.029297
	Iteration 142Q: 3 clusters Score -2.835362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120595 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -28353610.000000 Penalty: 14368.029297
	Iteration 143Q: 3 clusters Score -2.835361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120600 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -28353600.000000 Penalty: 14368.029297
	Iteration 144Q: 3 clusters Score -2.83536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120606 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -28353620.000000 Penalty: 14368.029297
	Iteration 145Q: 3 clusters Score -2.835362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120612 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -28353618.000000 Penalty: 14368.029297
	Iteration 146Q: 3 clusters Score -2.835362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120616 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -28353612.000000 Penalty: 14368.029297
	Iteration 147Q: 3 clusters Score -2.835361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120619 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -28353598.000000 Penalty: 14368.029297
	Iteration 148Q: 3 clusters Score -2.83536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120627 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -28353608.000000 Penalty: 14368.029297
	Iteration 149Q: 3 clusters Score -2.835361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120630 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -28353616.000000 Penalty: 14368.029297
	Iteration 150Q: 3 clusters Score -2.835362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120633 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -28353620.000000 Penalty: 14368.029297
	Iteration 151Q: 3 clusters Score -2.835362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120636 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -28353622.000000 Penalty: 14368.029297
	Iteration 152Q: 3 clusters Score -2.835362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120643 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -28353650.000000 Penalty: 14368.029297
	Iteration 153Q: 3 clusters Score -2.835365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120647 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -28353628.000000 Penalty: 14368.029297
	Iteration 154Q: 3 clusters Score -2.835363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -28353638.000000 Penalty: 14368.029297
	Iteration 155Q: 3 clusters Score -2.835364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120651 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -28353662.000000 Penalty: 14368.029297
	Iteration 156Q: 3 clusters Score -2.835366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120653 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -28353662.000000 Penalty: 14368.029297
	Iteration 157Q: 3 clusters Score -2.835366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120653 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -28353662.000000 Penalty: 14368.029297
	Iteration 158F: 3 clusters Score -2.835366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Entering Unmasked Estep 
Score: -9724289.000000 Penalty: 6528.464355
	Iteration 0F: 2 clusters Score -9724289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -9693357.000000 Penalty: 13056.928711
	Iteration 0F: 3 clusters Score -9693357 nChanged 18456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -9703018.000000 Penalty: 13056.928711
	Iteration 1F: 3 clusters Score -9703018 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -9703880.000000 Penalty: 13056.928711
	Iteration 2F: 3 clusters Score -9703880 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -9704621.000000 Penalty: 13056.928711
	Iteration 3Q: 3 clusters Score -9704621 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -9705327.000000 Penalty: 13056.928711
	Iteration 4Q: 3 clusters Score -9705327 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -9705948.000000 Penalty: 13056.928711
	Iteration 5Q: 3 clusters Score -9705948 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -9706560.000000 Penalty: 13056.928711
	Iteration 6Q: 3 clusters Score -9706560 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -9707254.000000 Penalty: 13056.928711
	Iteration 7Q: 3 clusters Score -9707254 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -9708092.000000 Penalty: 13056.928711
	Iteration 8Q: 3 clusters Score -9708092 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -9709145.000000 Penalty: 13056.928711
	Iteration 9Q: 3 clusters Score -9709145 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -9710283.000000 Penalty: 13056.928711
	Iteration 10Q: 3 clusters Score -9710283 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -9711713.000000 Penalty: 13056.928711
	Iteration 11F: 3 clusters Score -9711713 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -9713373.000000 Penalty: 13056.928711
	Iteration 12F: 3 clusters Score -9713373 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -9714826.000000 Penalty: 13056.928711
	Iteration 13Q: 3 clusters Score -9714826 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -9716125.000000 Penalty: 13056.928711
	Iteration 14Q: 3 clusters Score -9716125 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -9717140.000000 Penalty: 13056.928711
	Iteration 15Q: 3 clusters Score -9717140 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -9717801.000000 Penalty: 13056.928711
	Iteration 16Q: 3 clusters Score -9717801 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9718114.000000 Penalty: 13056.928711
	Iteration 17Q: 3 clusters Score -9718114 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9718341.000000 Penalty: 13056.928711
	Iteration 18Q: 3 clusters Score -9718341 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -9718434.000000 Penalty: 13056.928711
	Iteration 19Q: 3 clusters Score -9718434 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9718537.000000 Penalty: 13056.928711
	Iteration 20F: 3 clusters Score -9718537 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9718613.000000 Penalty: 13056.928711
	Iteration 21Q: 3 clusters Score -9718613 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9718650.000000 Penalty: 13056.928711
	Iteration 22Q: 3 clusters Score -9718650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9718663.000000 Penalty: 13056.928711
	Iteration 23Q: 3 clusters Score -9718663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9718700.000000 Penalty: 13056.928711
	Iteration 24Q: 3 clusters Score -9718700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9718716.000000 Penalty: 13056.928711
	Iteration 25Q: 3 clusters Score -9718716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9718747.000000 Penalty: 13056.928711
	Iteration 26Q: 3 clusters Score -9718747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9718741.000000 Penalty: 13056.928711
	Iteration 27Q: 3 clusters Score -9718741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9718761.000000 Penalty: 13056.928711
	Iteration 28Q: 3 clusters Score -9718761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9718768.000000 Penalty: 13056.928711
	Iteration 29Q: 3 clusters Score -9718768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9718782.000000 Penalty: 13056.928711
	Iteration 30Q: 3 clusters Score -9718782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9718789.000000 Penalty: 13056.928711
	Iteration 31Q: 3 clusters Score -9718789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9718798.000000 Penalty: 13056.928711
	Iteration 32Q: 3 clusters Score -9718798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9718783.000000 Penalty: 13056.928711
	Iteration 33Q: 3 clusters Score -9718783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9718804.000000 Penalty: 13056.928711
	Iteration 34Q: 3 clusters Score -9718804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9718822.000000 Penalty: 13056.928711
	Iteration 35Q: 3 clusters Score -9718822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9718826.000000 Penalty: 13056.928711
	Iteration 36Q: 3 clusters Score -9718826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9718820.000000 Penalty: 13056.928711
	Iteration 37Q: 3 clusters Score -9718820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9718820.000000 Penalty: 13056.928711
	Iteration 38F: 3 clusters Score -9718820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Entering Unmasked Estep 
Score: -27051940.000000 Penalty: 7158.666016
	Iteration 0F: 2 clusters Score -2.705194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -26971346.000000 Penalty: 14317.332031
	Iteration 0F: 3 clusters Score -2.697135e+07 nChanged 54760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -27001390.000000 Penalty: 14317.332031
	Iteration 1F: 3 clusters Score -2.700139e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -27002476.000000 Penalty: 14317.332031
	Iteration 2Q: 3 clusters Score -2.700248e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -27003436.000000 Penalty: 14317.332031
	Iteration 3Q: 3 clusters Score -2.700344e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -27004304.000000 Penalty: 14317.332031
	Iteration 4Q: 3 clusters Score -2.70043e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -27005084.000000 Penalty: 14317.332031
	Iteration 5Q: 3 clusters Score -2.700508e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -27006240.000000 Penalty: 14317.332031
	Iteration 6Q: 3 clusters Score -2.700624e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -27007916.000000 Penalty: 14317.332031
	Iteration 7Q: 3 clusters Score -2.700792e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 76939 members 
Entering Unmasked Estep 
Score: -27010568.000000 Penalty: 14317.332031
	Iteration 8Q: 3 clusters Score -2.701057e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -27014398.000000 Penalty: 14317.332031
	Iteration 9F: 3 clusters Score -2.70144e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 91870 members 
Entering Unmasked Estep 
Score: -27020436.000000 Penalty: 14317.332031
	Iteration 10F: 3 clusters Score -2.702044e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -27028594.000000 Penalty: 14317.332031
	Iteration 11F: 3 clusters Score -2.702859e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -27036396.000000 Penalty: 14317.332031
	Iteration 12F: 3 clusters Score -2.70364e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -27041710.000000 Penalty: 14317.332031
	Iteration 13Q: 3 clusters Score -2.704171e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 117302 members 
Entering Unmasked Estep 
Score: -27043968.000000 Penalty: 14317.332031
	Iteration 14Q: 3 clusters Score -2.704397e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 118059 members 
Entering Unmasked Estep 
Score: -27044848.000000 Penalty: 14317.332031
	Iteration 15Q: 3 clusters Score -2.704485e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 118313 members 
Entering Unmasked Estep 
Score: -27045160.000000 Penalty: 14317.332031
	Iteration 16Q: 3 clusters Score -2.704516e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 118406 members 
Entering Unmasked Estep 
Score: -27045328.000000 Penalty: 14317.332031
	Iteration 17Q: 3 clusters Score -2.704533e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 118461 members 
Entering Unmasked Estep 
Score: -27045384.000000 Penalty: 14317.332031
	Iteration 18Q: 3 clusters Score -2.704538e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
Score: -27045460.000000 Penalty: 14317.332031
	Iteration 19Q: 3 clusters Score -2.704546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 118490 members 
Entering Unmasked Estep 
Score: -27045476.000000 Penalty: 14317.332031
	Iteration 20F: 3 clusters Score -2.704548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 118491 members 
Entering Unmasked Estep 
Score: -27045490.000000 Penalty: 14317.332031
	Iteration 21Q: 3 clusters Score -2.704549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -27045498.000000 Penalty: 14317.332031
	Iteration 22Q: 3 clusters Score -2.70455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 118496 members 
Entering Unmasked Estep 
Score: -27045486.000000 Penalty: 14317.332031
	Iteration 23Q: 3 clusters Score -2.704549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -27045490.000000 Penalty: 14317.332031
	Iteration 24Q: 3 clusters Score -2.704549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 118499 members 
Entering Unmasked Estep 
Score: -27045500.000000 Penalty: 14317.332031
	Iteration 25Q: 3 clusters Score -2.70455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 118499 members 
Entering Unmasked Estep 
Score: -27045514.000000 Penalty: 14317.332031
	Iteration 26Q: 3 clusters Score -2.704551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 118500 members 
Entering Unmasked Estep 
Score: -27045522.000000 Penalty: 14317.332031
	Iteration 27Q: 3 clusters Score -2.704552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -27045516.000000 Penalty: 14317.332031
	Iteration 28Q: 3 clusters Score -2.704552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 118506 members 
Entering Unmasked Estep 
Score: -27045496.000000 Penalty: 14317.332031
	Iteration 29Q: 3 clusters Score -2.70455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 118511 members 
Entering Unmasked Estep 
Score: -27045502.000000 Penalty: 14317.332031
	Iteration 30Q: 3 clusters Score -2.70455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 118512 members 
Entering Unmasked Estep 
Score: -27045520.000000 Penalty: 14317.332031
	Iteration 31Q: 3 clusters Score -2.704552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 118513 members 
Entering Unmasked Estep 
Score: -27045524.000000 Penalty: 14317.332031
	Iteration 32Q: 3 clusters Score -2.704552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 118520 members 
Entering Unmasked Estep 
Score: -27045542.000000 Penalty: 14317.332031
	Iteration 33Q: 3 clusters Score -2.704554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 118520 members 
Entering Unmasked Estep 
Score: -27045576.000000 Penalty: 14317.332031
	Iteration 34Q: 3 clusters Score -2.704558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 118520 members 
Entering Unmasked Estep 
Score: -27045578.000000 Penalty: 14317.332031
	Iteration 35Q: 3 clusters Score -2.704558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -27045576.000000 Penalty: 14317.332031
	Iteration 36Q: 3 clusters Score -2.704558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -27045572.000000 Penalty: 14317.332031
	Iteration 37Q: 3 clusters Score -2.704557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -27045580.000000 Penalty: 14317.332031
	Iteration 38Q: 3 clusters Score -2.704558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -27045570.000000 Penalty: 14317.332031
	Iteration 39Q: 3 clusters Score -2.704557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -27045574.000000 Penalty: 14317.332031
	Iteration 40F: 3 clusters Score -2.704557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Entering Unmasked Estep 
Score: -13684470.000000 Penalty: 6735.880371
	Iteration 0F: 2 clusters Score -1.368447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -13642409.000000 Penalty: 13471.760742
	Iteration 0F: 3 clusters Score -1.364241e+07 nChanged 26417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -13656469.000000 Penalty: 13471.760742
	Iteration 1F: 3 clusters Score -1.365647e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -13657444.000000 Penalty: 13471.760742
	Iteration 2Q: 3 clusters Score -1.365744e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -13658224.000000 Penalty: 13471.760742
	Iteration 3Q: 3 clusters Score -1.365822e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -13658843.000000 Penalty: 13471.760742
	Iteration 4Q: 3 clusters Score -1.365884e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -13659422.000000 Penalty: 13471.760742
	Iteration 5Q: 3 clusters Score -1.365942e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -13659782.000000 Penalty: 13471.760742
	Iteration 6Q: 3 clusters Score -1.365978e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -13660226.000000 Penalty: 13471.760742
	Iteration 7Q: 3 clusters Score -1.366023e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -13660732.000000 Penalty: 13471.760742
	Iteration 8Q: 3 clusters Score -1.366073e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -13661270.000000 Penalty: 13471.760742
	Iteration 9Q: 3 clusters Score -1.366127e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -13662038.000000 Penalty: 13471.760742
	Iteration 10Q: 3 clusters Score -1.366204e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -13662928.000000 Penalty: 13471.760742
	Iteration 11Q: 3 clusters Score -1.366293e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -13664209.000000 Penalty: 13471.760742
	Iteration 12Q: 3 clusters Score -1.366421e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -13666008.000000 Penalty: 13471.760742
	Iteration 13F: 3 clusters Score -1.366601e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -13668299.000000 Penalty: 13471.760742
	Iteration 14F: 3 clusters Score -1.36683e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -13670931.000000 Penalty: 13471.760742
	Iteration 15F: 3 clusters Score -1.367093e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -13673463.000000 Penalty: 13471.760742
	Iteration 16F: 3 clusters Score -1.367346e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -13675473.000000 Penalty: 13471.760742
	Iteration 17Q: 3 clusters Score -1.367547e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -13676840.000000 Penalty: 13471.760742
	Iteration 18Q: 3 clusters Score -1.367684e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -13677626.000000 Penalty: 13471.760742
	Iteration 19Q: 3 clusters Score -1.367763e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13678096.000000 Penalty: 13471.760742
	Iteration 20F: 3 clusters Score -1.36781e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13678282.000000 Penalty: 13471.760742
	Iteration 21Q: 3 clusters Score -1.367828e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13678394.000000 Penalty: 13471.760742
	Iteration 22Q: 3 clusters Score -1.367839e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13678490.000000 Penalty: 13471.760742
	Iteration 23Q: 3 clusters Score -1.367849e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13678549.000000 Penalty: 13471.760742
	Iteration 24Q: 3 clusters Score -1.367855e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13678595.000000 Penalty: 13471.760742
	Iteration 25Q: 3 clusters Score -1.36786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13678602.000000 Penalty: 13471.760742
	Iteration 26Q: 3 clusters Score -1.36786e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -13678657.000000 Penalty: 13471.760742
	Iteration 27Q: 3 clusters Score -1.367866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13678677.000000 Penalty: 13471.760742
	Iteration 28Q: 3 clusters Score -1.367868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13678674.000000 Penalty: 13471.760742
	Iteration 29Q: 3 clusters Score -1.367867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -13678692.000000 Penalty: 13471.760742
	Iteration 30Q: 3 clusters Score -1.367869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13678705.000000 Penalty: 13471.760742
	Iteration 31Q: 3 clusters Score -1.36787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -13678706.000000 Penalty: 13471.760742
	Iteration 32Q: 3 clusters Score -1.367871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13678732.000000 Penalty: 13471.760742
	Iteration 33Q: 3 clusters Score -1.367873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13678731.000000 Penalty: 13471.760742
	Iteration 34Q: 3 clusters Score -1.367873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13678731.000000 Penalty: 13471.760742
	Iteration 35Q: 3 clusters Score -1.367873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13678744.000000 Penalty: 13471.760742
	Iteration 36Q: 3 clusters Score -1.367874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -13678745.000000 Penalty: 13471.760742
	Iteration 37Q: 3 clusters Score -1.367874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -13678748.000000 Penalty: 13471.760742
	Iteration 38Q: 3 clusters Score -1.367875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -13678747.000000 Penalty: 13471.760742
	Iteration 39Q: 3 clusters Score -1.367875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -13678747.000000 Penalty: 13471.760742
	Iteration 40F: 3 clusters Score -1.367875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Entering Unmasked Estep 
Score: -3783457.000000 Penalty: 5977.835938
	Iteration 0F: 2 clusters Score -3783457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3768589.000000 Penalty: 11955.671875
	Iteration 0F: 3 clusters Score -3768589 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3772470.750000 Penalty: 11955.671875
	Iteration 1F: 3 clusters Score -3772471 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3773378.500000 Penalty: 11955.671875
	Iteration 2F: 3 clusters Score -3773378 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3774097.750000 Penalty: 11955.671875
	Iteration 3F: 3 clusters Score -3774098 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3774722.250000 Penalty: 11955.671875
	Iteration 4F: 3 clusters Score -3774722 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3775278.500000 Penalty: 11955.671875
	Iteration 5Q: 3 clusters Score -3775278 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3775775.000000 Penalty: 11955.671875
	Iteration 6Q: 3 clusters Score -3775775 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3776231.500000 Penalty: 11955.671875
	Iteration 7Q: 3 clusters Score -3776232 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -3776695.750000 Penalty: 11955.671875
	Iteration 8Q: 3 clusters Score -3776696 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3777137.500000 Penalty: 11955.671875
	Iteration 9Q: 3 clusters Score -3777138 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3777547.000000 Penalty: 11955.671875
	Iteration 10Q: 3 clusters Score -3777547 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3777949.250000 Penalty: 11955.671875
	Iteration 11Q: 3 clusters Score -3777949 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3778345.750000 Penalty: 11955.671875
	Iteration 12Q: 3 clusters Score -3778346 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3778761.000000 Penalty: 11955.671875
	Iteration 13Q: 3 clusters Score -3778761 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3779050.000000 Penalty: 11955.671875
	Iteration 14Q: 3 clusters Score -3779050 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3779313.500000 Penalty: 11955.671875
	Iteration 15Q: 3 clusters Score -3779314 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3779511.000000 Penalty: 11955.671875
	Iteration 16Q: 3 clusters Score -3779511 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3779684.750000 Penalty: 11955.671875
	Iteration 17Q: 3 clusters Score -3779685 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3779809.500000 Penalty: 11955.671875
	Iteration 18Q: 3 clusters Score -3779810 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3779919.750000 Penalty: 11955.671875
	Iteration 19Q: 3 clusters Score -3779920 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3779994.750000 Penalty: 11955.671875
	Iteration 20F: 3 clusters Score -3779995 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3780032.250000 Penalty: 11955.671875
	Iteration 21Q: 3 clusters Score -3780032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3780065.250000 Penalty: 11955.671875
	Iteration 22Q: 3 clusters Score -3780065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3780091.250000 Penalty: 11955.671875
	Iteration 23Q: 3 clusters Score -3780091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3780128.250000 Penalty: 11955.671875
	Iteration 24Q: 3 clusters Score -3780128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3780123.500000 Penalty: 11955.671875
	Iteration 25Q: 3 clusters Score -3780124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3780140.250000 Penalty: 11955.671875
	Iteration 26Q: 3 clusters Score -3780140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3780161.250000 Penalty: 11955.671875
	Iteration 27Q: 3 clusters Score -3780161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3780165.500000 Penalty: 11955.671875
	Iteration 28Q: 3 clusters Score -3780166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3780161.500000 Penalty: 11955.671875
	Iteration 29Q: 3 clusters Score -3780162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3780163.000000 Penalty: 11955.671875
	Iteration 30Q: 3 clusters Score -3780163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3780169.750000 Penalty: 11955.671875
	Iteration 31Q: 3 clusters Score -3780170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3780170.750000 Penalty: 11955.671875
	Iteration 32Q: 3 clusters Score -3780171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3780183.750000 Penalty: 11955.671875
	Iteration 33Q: 3 clusters Score -3780184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3780181.750000 Penalty: 11955.671875
	Iteration 34Q: 3 clusters Score -3780182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3780190.250000 Penalty: 11955.671875
	Iteration 35Q: 3 clusters Score -3780190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3780192.750000 Penalty: 11955.671875
	Iteration 36Q: 3 clusters Score -3780193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3780185.500000 Penalty: 11955.671875
	Iteration 37Q: 3 clusters Score -3780186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3780195.500000 Penalty: 11955.671875
	Iteration 38Q: 3 clusters Score -3780196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3780201.250000 Penalty: 11955.671875
	Iteration 39Q: 3 clusters Score -3780201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3780204.000000 Penalty: 11955.671875
	Iteration 40F: 3 clusters Score -3780204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3780201.250000 Penalty: 11955.671875
	Iteration 41Q: 3 clusters Score -3780201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3780206.250000 Penalty: 11955.671875
	Iteration 42Q: 3 clusters Score -3780206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3780213.000000 Penalty: 11955.671875
	Iteration 43Q: 3 clusters Score -3780213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3780214.500000 Penalty: 11955.671875
	Iteration 44Q: 3 clusters Score -3780214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3780220.250000 Penalty: 11955.671875
	Iteration 45Q: 3 clusters Score -3780220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3780211.750000 Penalty: 11955.671875
	Iteration 46Q: 3 clusters Score -3780212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3780211.750000 Penalty: 11955.671875
	Iteration 47Q: 3 clusters Score -3780212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3780211.750000 Penalty: 11955.671875
	Iteration 48Q: 3 clusters Score -3780212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3780211.500000 Penalty: 11955.671875
	Iteration 49Q: 3 clusters Score -3780212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3780211.500000 Penalty: 11955.671875
	Iteration 50F: 3 clusters Score -3780212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (131309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131309 members 
Entering Unmasked Estep 
Score: -30233632.000000 Penalty: 7218.501465
	Iteration 0F: 2 clusters Score -3.023363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -30149590.000000 Penalty: 14437.002930
	Iteration 0F: 3 clusters Score -3.014959e+07 nChanged 60700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66711 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -30183440.000000 Penalty: 14437.002930
	Iteration 1F: 3 clusters Score -3.018344e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -30185478.000000 Penalty: 14437.002930
	Iteration 2Q: 3 clusters Score -3.018548e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -30187836.000000 Penalty: 14437.002930
	Iteration 3Q: 3 clusters Score -3.018784e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -30190832.000000 Penalty: 14437.002930
	Iteration 4Q: 3 clusters Score -3.019083e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -30194464.000000 Penalty: 14437.002930
	Iteration 5F: 3 clusters Score -3.019446e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -30198578.000000 Penalty: 14437.002930
	Iteration 6F: 3 clusters Score -3.019858e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -30202804.000000 Penalty: 14437.002930
	Iteration 7F: 3 clusters Score -3.02028e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -30207098.000000 Penalty: 14437.002930
	Iteration 8F: 3 clusters Score -3.02071e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -30211156.000000 Penalty: 14437.002930
	Iteration 9F: 3 clusters Score -3.021116e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -30214766.000000 Penalty: 14437.002930
	Iteration 10Q: 3 clusters Score -3.021477e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -30218024.000000 Penalty: 14437.002930
	Iteration 11Q: 3 clusters Score -3.021802e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -30220886.000000 Penalty: 14437.002930
	Iteration 12Q: 3 clusters Score -3.022089e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -30223168.000000 Penalty: 14437.002930
	Iteration 13Q: 3 clusters Score -3.022317e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105731 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -30225010.000000 Penalty: 14437.002930
	Iteration 14Q: 3 clusters Score -3.022501e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108048 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -30226346.000000 Penalty: 14437.002930
	Iteration 15Q: 3 clusters Score -3.022635e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110069 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -30227544.000000 Penalty: 14437.002930
	Iteration 16Q: 3 clusters Score -3.022754e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111838 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -30228830.000000 Penalty: 14437.002930
	Iteration 17Q: 3 clusters Score -3.022883e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113391 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -30230192.000000 Penalty: 14437.002930
	Iteration 18Q: 3 clusters Score -3.023019e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -30231506.000000 Penalty: 14437.002930
	Iteration 19Q: 3 clusters Score -3.023151e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -30232468.000000 Penalty: 14437.002930
	Iteration 20F: 3 clusters Score -3.023247e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116758 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -30233000.000000 Penalty: 14437.002930
	Iteration 21Q: 3 clusters Score -3.0233e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117412 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -30233188.000000 Penalty: 14437.002930
	Iteration 22Q: 3 clusters Score -3.023319e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -30233230.000000 Penalty: 14437.002930
	Iteration 23Q: 3 clusters Score -3.023323e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118252 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -30233256.000000 Penalty: 14437.002930
	Iteration 24Q: 3 clusters Score -3.023326e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118559 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -30233334.000000 Penalty: 14437.002930
	Iteration 25Q: 3 clusters Score -3.023333e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -30233292.000000 Penalty: 14437.002930
	Iteration 26Q: 3 clusters Score -3.023329e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119002 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -30233336.000000 Penalty: 14437.002930
	Iteration 27Q: 3 clusters Score -3.023334e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119171 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -30233354.000000 Penalty: 14437.002930
	Iteration 28Q: 3 clusters Score -3.023335e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119317 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -30233330.000000 Penalty: 14437.002930
	Iteration 29Q: 3 clusters Score -3.023333e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119435 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -30233312.000000 Penalty: 14437.002930
	Iteration 30Q: 3 clusters Score -3.023331e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -30233276.000000 Penalty: 14437.002930
	Iteration 31Q: 3 clusters Score -3.023328e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119596 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -30233274.000000 Penalty: 14437.002930
	Iteration 32Q: 3 clusters Score -3.023327e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -30233266.000000 Penalty: 14437.002930
	Iteration 33Q: 3 clusters Score -3.023327e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119689 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -30233244.000000 Penalty: 14437.002930
	Iteration 34Q: 3 clusters Score -3.023324e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119733 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -30233238.000000 Penalty: 14437.002930
	Iteration 35Q: 3 clusters Score -3.023324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119760 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -30233280.000000 Penalty: 14437.002930
	Iteration 36Q: 3 clusters Score -3.023328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119781 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -30233264.000000 Penalty: 14437.002930
	Iteration 37Q: 3 clusters Score -3.023326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119802 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -30233300.000000 Penalty: 14437.002930
	Iteration 38Q: 3 clusters Score -3.02333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119820 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -30233268.000000 Penalty: 14437.002930
	Iteration 39Q: 3 clusters Score -3.023327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119834 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -30233286.000000 Penalty: 14437.002930
	Iteration 40F: 3 clusters Score -3.023329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119845 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -30233252.000000 Penalty: 14437.002930
	Iteration 41Q: 3 clusters Score -3.023325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119859 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -30233254.000000 Penalty: 14437.002930
	Iteration 42Q: 3 clusters Score -3.023325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119870 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -30233218.000000 Penalty: 14437.002930
	Iteration 43Q: 3 clusters Score -3.023322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119880 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -30233220.000000 Penalty: 14437.002930
	Iteration 44Q: 3 clusters Score -3.023322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119887 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -30233234.000000 Penalty: 14437.002930
	Iteration 45Q: 3 clusters Score -3.023323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119892 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -30233234.000000 Penalty: 14437.002930
	Iteration 46Q: 3 clusters Score -3.023323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119896 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -30233244.000000 Penalty: 14437.002930
	Iteration 47Q: 3 clusters Score -3.023324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119901 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -30233256.000000 Penalty: 14437.002930
	Iteration 48Q: 3 clusters Score -3.023326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119905 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -30233250.000000 Penalty: 14437.002930
	Iteration 49Q: 3 clusters Score -3.023325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119907 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -30233250.000000 Penalty: 14437.002930
	Iteration 50Q: 3 clusters Score -3.023325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119907 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -30233250.000000 Penalty: 14437.002930
	Iteration 51F: 3 clusters Score -3.023325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Entering Unmasked Estep 
Score: -8426106.000000 Penalty: 6467.091797
	Iteration 0F: 2 clusters Score -8426106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -8397840.000000 Penalty: 12934.183594
	Iteration 0F: 3 clusters Score -8397840 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -8406982.000000 Penalty: 12934.183594
	Iteration 1F: 3 clusters Score -8406982 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -8408145.000000 Penalty: 12934.183594
	Iteration 2F: 3 clusters Score -8408145 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -8409036.000000 Penalty: 12934.183594
	Iteration 3F: 3 clusters Score -8409036 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -8410023.000000 Penalty: 12934.183594
	Iteration 4Q: 3 clusters Score -8410023 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -8411070.000000 Penalty: 12934.183594
	Iteration 5Q: 3 clusters Score -8411070 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -8412095.000000 Penalty: 12934.183594
	Iteration 6Q: 3 clusters Score -8412095 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -8412995.000000 Penalty: 12934.183594
	Iteration 7Q: 3 clusters Score -8412995 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -8413920.000000 Penalty: 12934.183594
	Iteration 8Q: 3 clusters Score -8413920 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -8414792.000000 Penalty: 12934.183594
	Iteration 9Q: 3 clusters Score -8414792 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -8415618.000000 Penalty: 12934.183594
	Iteration 10Q: 3 clusters Score -8415618 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -8416321.000000 Penalty: 12934.183594
	Iteration 11Q: 3 clusters Score -8416321 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -8417032.000000 Penalty: 12934.183594
	Iteration 12Q: 3 clusters Score -8417032 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -8417625.000000 Penalty: 12934.183594
	Iteration 13Q: 3 clusters Score -8417625 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -8418052.000000 Penalty: 12934.183594
	Iteration 14Q: 3 clusters Score -8418052 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -8418397.000000 Penalty: 12934.183594
	Iteration 15Q: 3 clusters Score -8418397 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -8418720.000000 Penalty: 12934.183594
	Iteration 16Q: 3 clusters Score -8418720 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -8418912.000000 Penalty: 12934.183594
	Iteration 17Q: 3 clusters Score -8418912 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -8419120.000000 Penalty: 12934.183594
	Iteration 18Q: 3 clusters Score -8419120 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -8419337.000000 Penalty: 12934.183594
	Iteration 19Q: 3 clusters Score -8419337 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -8419594.000000 Penalty: 12934.183594
	Iteration 20F: 3 clusters Score -8419594 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -8419903.000000 Penalty: 12934.183594
	Iteration 21Q: 3 clusters Score -8419903 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -8420159.000000 Penalty: 12934.183594
	Iteration 22Q: 3 clusters Score -8420159 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -8420469.000000 Penalty: 12934.183594
	Iteration 23Q: 3 clusters Score -8420469 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -8420671.000000 Penalty: 12934.183594
	Iteration 24Q: 3 clusters Score -8420671 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -8420834.000000 Penalty: 12934.183594
	Iteration 25Q: 3 clusters Score -8420834 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -8420952.000000 Penalty: 12934.183594
	Iteration 26Q: 3 clusters Score -8420952 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -8421013.000000 Penalty: 12934.183594
	Iteration 27Q: 3 clusters Score -8421013 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -8421048.000000 Penalty: 12934.183594
	Iteration 28Q: 3 clusters Score -8421048 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -8421114.000000 Penalty: 12934.183594
	Iteration 29Q: 3 clusters Score -8421114 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -8421145.000000 Penalty: 12934.183594
	Iteration 30Q: 3 clusters Score -8421145 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -8421179.000000 Penalty: 12934.183594
	Iteration 31Q: 3 clusters Score -8421179 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -8421241.000000 Penalty: 12934.183594
	Iteration 32Q: 3 clusters Score -8421241 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -8421275.000000 Penalty: 12934.183594
	Iteration 33Q: 3 clusters Score -8421275 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -8421326.000000 Penalty: 12934.183594
	Iteration 34Q: 3 clusters Score -8421326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -8421375.000000 Penalty: 12934.183594
	Iteration 35Q: 3 clusters Score -8421375 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -8421399.000000 Penalty: 12934.183594
	Iteration 36Q: 3 clusters Score -8421399 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -8421414.000000 Penalty: 12934.183594
	Iteration 37Q: 3 clusters Score -8421414 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -8421427.000000 Penalty: 12934.183594
	Iteration 38Q: 3 clusters Score -8421427 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -8421443.000000 Penalty: 12934.183594
	Iteration 39Q: 3 clusters Score -8421443 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -8421462.000000 Penalty: 12934.183594
	Iteration 40F: 3 clusters Score -8421462 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -8421468.000000 Penalty: 12934.183594
	Iteration 41Q: 3 clusters Score -8421468 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -8421488.000000 Penalty: 12934.183594
	Iteration 42Q: 3 clusters Score -8421488 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -8421501.000000 Penalty: 12934.183594
	Iteration 43Q: 3 clusters Score -8421501 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -8421494.000000 Penalty: 12934.183594
	Iteration 44Q: 3 clusters Score -8421494 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -8421498.000000 Penalty: 12934.183594
	Iteration 45Q: 3 clusters Score -8421498 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8421529 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8421530 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8421548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8421548 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8421551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8421556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8421561 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8421550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8421546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8421561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8421572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8421583 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8421610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8421627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -8421642.000000 Penalty: 12934.183594
	Iteration 60F: 3 clusters Score -8421642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8421662 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8421654 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8421671 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8421692 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8421704 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8421705 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8421730 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8421738 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8421771 nChanged 53
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Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8421753 nChanged 53
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Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8421743 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8421751 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8421759 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8421775 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8421783 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8421811 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29751 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8421807 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8421827 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29916 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8421826 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30022 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8421882 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30129 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8421886 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30237 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8421915 nChanged 138
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Mstep: Class 1 contains 30373 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8421960 nChanged 133
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Mstep: Class 1 contains 30500 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8421985 nChanged 140
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Mstep: Class 1 contains 30630 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8422047 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8422081 nChanged 150
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Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 7582 members 
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	Iteration 87Q: 3 clusters Score -8422128 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8422165 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8422216 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -8422218.000000 Penalty: 12934.183594
	Iteration 90Q: 3 clusters Score -8422218 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8422260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -8422286.000000 Penalty: 12934.183594
	Iteration 92Q: 3 clusters Score -8422286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8422297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
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Entering Unmasked Estep 
Score: -8422309.000000 Penalty: 12934.183594
	Iteration 94Q: 3 clusters Score -8422309 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31732 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8422308 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31800 members 
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Entering Unmasked Estep 
Score: -8422328.000000 Penalty: 12934.183594
	Iteration 96Q: 3 clusters Score -8422328 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31865 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8422320 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31922 members 
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Entering Unmasked Estep 
Score: -8422352.000000 Penalty: 12934.183594
	Iteration 98Q: 3 clusters Score -8422352 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31968 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8422359 nChanged 48
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8422363 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32044 members 
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	Iteration 101Q: 3 clusters Score -8422368 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32084 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8422366 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32115 members 
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Entering Unmasked Estep 
Score: -8422381.000000 Penalty: 12934.183594
	Iteration 103Q: 3 clusters Score -8422381 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32147 members 
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Entering Unmasked Estep 
Score: -8422397.000000 Penalty: 12934.183594
	Iteration 104Q: 3 clusters Score -8422397 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -8422405.000000 Penalty: 12934.183594
	Iteration 105Q: 3 clusters Score -8422405 nChanged 30
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8422425 nChanged 30
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Mstep: Class 1 contains 32230 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8422425 nChanged 14
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Mstep: Class 1 contains 32244 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8422425 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32261 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8422448 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32273 members 
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Entering Unmasked Estep 
Score: -8422436.000000 Penalty: 12934.183594
	Iteration 110Q: 3 clusters Score -8422436 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32287 members 
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Entering Unmasked Estep 
Score: -8422423.000000 Penalty: 12934.183594
	Iteration 111Q: 3 clusters Score -8422423 nChanged 15
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Entering Unmasked Estep 
Score: -8422412.000000 Penalty: 12934.183594
	Iteration 112Q: 3 clusters Score -8422412 nChanged 15
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8422423 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8422426.000000 Penalty: 12934.183594
	Iteration 114Q: 3 clusters Score -8422426 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8422447 nChanged 13
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8422442 nChanged 13
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8422450 nChanged 10
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8422469 nChanged 6
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8422461 nChanged 6
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8422468 nChanged 7
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8422470 nChanged 14
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8422475 nChanged 10
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	Iteration 123Q: 3 clusters Score -8422475 nChanged 11
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	Iteration 124Q: 3 clusters Score -8422480 nChanged 17
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8422481 nChanged 20
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	Iteration 126Q: 3 clusters Score -8422487 nChanged 16
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8422463 nChanged 16
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	Iteration 128Q: 3 clusters Score -8422474 nChanged 14
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8422466 nChanged 11
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8422462 nChanged 11
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	Iteration 131Q: 3 clusters Score -8422468 nChanged 14
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8422479 nChanged 11
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8422483 nChanged 15
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	Iteration 134Q: 3 clusters Score -8422504 nChanged 14
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	Iteration 135Q: 3 clusters Score -8422510 nChanged 6
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8422508 nChanged 6
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	Iteration 137Q: 3 clusters Score -8422512 nChanged 6
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8422526 nChanged 4
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Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -8422513.000000 Penalty: 12934.183594
	Iteration 139Q: 3 clusters Score -8422513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -8422514.000000 Penalty: 12934.183594
	Iteration 140F: 3 clusters Score -8422514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Entering Unmasked Estep 
Score: -16306986.000000 Penalty: 6849.069824
	Iteration 0F: 2 clusters Score -1.630699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -16257099.000000 Penalty: 13698.139648
	Iteration 0F: 3 clusters Score -1.62571e+07 nChanged 32245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -16274820.000000 Penalty: 13698.139648
	Iteration 1F: 3 clusters Score -1.627482e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -16276044.000000 Penalty: 13698.139648
	Iteration 2Q: 3 clusters Score -1.627604e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -16277682.000000 Penalty: 13698.139648
	Iteration 3Q: 3 clusters Score -1.627768e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -16279737.000000 Penalty: 13698.139648
	Iteration 4F: 3 clusters Score -1.627974e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -16282473.000000 Penalty: 13698.139648
	Iteration 5F: 3 clusters Score -1.628247e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -16285800.000000 Penalty: 13698.139648
	Iteration 6F: 3 clusters Score -1.62858e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -16288798.000000 Penalty: 13698.139648
	Iteration 7F: 3 clusters Score -1.62888e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -16291612.000000 Penalty: 13698.139648
	Iteration 8F: 3 clusters Score -1.629161e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -16294101.000000 Penalty: 13698.139648
	Iteration 9F: 3 clusters Score -1.62941e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -16295951.000000 Penalty: 13698.139648
	Iteration 10Q: 3 clusters Score -1.629595e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -16297094.000000 Penalty: 13698.139648
	Iteration 11Q: 3 clusters Score -1.629709e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -16297706.000000 Penalty: 13698.139648
	Iteration 12Q: 3 clusters Score -1.629771e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -16298030.000000 Penalty: 13698.139648
	Iteration 13Q: 3 clusters Score -1.629803e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -16298211.000000 Penalty: 13698.139648
	Iteration 14Q: 3 clusters Score -1.629821e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -16298371.000000 Penalty: 13698.139648
	Iteration 15Q: 3 clusters Score -1.629837e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -16298478.000000 Penalty: 13698.139648
	Iteration 16Q: 3 clusters Score -1.629848e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -16298619.000000 Penalty: 13698.139648
	Iteration 17Q: 3 clusters Score -1.629862e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -16298720.000000 Penalty: 13698.139648
	Iteration 18Q: 3 clusters Score -1.629872e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -16298807.000000 Penalty: 13698.139648
	Iteration 19Q: 3 clusters Score -1.629881e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -16298924.000000 Penalty: 13698.139648
	Iteration 20F: 3 clusters Score -1.629892e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -16299050.000000 Penalty: 13698.139648
	Iteration 21Q: 3 clusters Score -1.629905e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -16299127.000000 Penalty: 13698.139648
	Iteration 22Q: 3 clusters Score -1.629913e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -16299150.000000 Penalty: 13698.139648
	Iteration 23Q: 3 clusters Score -1.629915e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -16299208.000000 Penalty: 13698.139648
	Iteration 24Q: 3 clusters Score -1.629921e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -16299265.000000 Penalty: 13698.139648
	Iteration 25Q: 3 clusters Score -1.629926e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -16299354.000000 Penalty: 13698.139648
	Iteration 26Q: 3 clusters Score -1.629935e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -16299399.000000 Penalty: 13698.139648
	Iteration 27Q: 3 clusters Score -1.62994e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -16299473.000000 Penalty: 13698.139648
	Iteration 28Q: 3 clusters Score -1.629947e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -16299488.000000 Penalty: 13698.139648
	Iteration 29Q: 3 clusters Score -1.629949e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -16299588.000000 Penalty: 13698.139648
	Iteration 30Q: 3 clusters Score -1.629959e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -16299726.000000 Penalty: 13698.139648
	Iteration 31Q: 3 clusters Score -1.629973e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -16299796.000000 Penalty: 13698.139648
	Iteration 32Q: 3 clusters Score -1.62998e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -16299857.000000 Penalty: 13698.139648
	Iteration 33Q: 3 clusters Score -1.629986e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -16299924.000000 Penalty: 13698.139648
	Iteration 34Q: 3 clusters Score -1.629992e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -16300009.000000 Penalty: 13698.139648
	Iteration 35Q: 3 clusters Score -1.630001e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -16300086.000000 Penalty: 13698.139648
	Iteration 36Q: 3 clusters Score -1.630009e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -16300159.000000 Penalty: 13698.139648
	Iteration 37Q: 3 clusters Score -1.630016e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -16300234.000000 Penalty: 13698.139648
	Iteration 38Q: 3 clusters Score -1.630023e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -16300453.000000 Penalty: 13698.139648
	Iteration 39Q: 3 clusters Score -1.630045e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -16300638.000000 Penalty: 13698.139648
	Iteration 40F: 3 clusters Score -1.630064e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -16300845.000000 Penalty: 13698.139648
	Iteration 41Q: 3 clusters Score -1.630084e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -16300954.000000 Penalty: 13698.139648
	Iteration 42Q: 3 clusters Score -1.630095e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -16301180.000000 Penalty: 13698.139648
	Iteration 43Q: 3 clusters Score -1.630118e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -16301354.000000 Penalty: 13698.139648
	Iteration 44Q: 3 clusters Score -1.630135e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -16301519.000000 Penalty: 13698.139648
	Iteration 45Q: 3 clusters Score -1.630152e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -16301641.000000 Penalty: 13698.139648
	Iteration 46Q: 3 clusters Score -1.630164e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -16301765.000000 Penalty: 13698.139648
	Iteration 47Q: 3 clusters Score -1.630176e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -16301860.000000 Penalty: 13698.139648
	Iteration 48Q: 3 clusters Score -1.630186e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -16301884.000000 Penalty: 13698.139648
	Iteration 49Q: 3 clusters Score -1.630188e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -16302009.000000 Penalty: 13698.139648
	Iteration 50Q: 3 clusters Score -1.630201e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -16302129.000000 Penalty: 13698.139648
	Iteration 51Q: 3 clusters Score -1.630213e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -16302244.000000 Penalty: 13698.139648
	Iteration 52Q: 3 clusters Score -1.630224e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -16302280.000000 Penalty: 13698.139648
	Iteration 53Q: 3 clusters Score -1.630228e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -16302364.000000 Penalty: 13698.139648
	Iteration 54Q: 3 clusters Score -1.630236e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -16302339.000000 Penalty: 13698.139648
	Iteration 55Q: 3 clusters Score -1.630234e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -16302390.000000 Penalty: 13698.139648
	Iteration 56Q: 3 clusters Score -1.630239e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -16302437.000000 Penalty: 13698.139648
	Iteration 57Q: 3 clusters Score -1.630244e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -16302445.000000 Penalty: 13698.139648
	Iteration 58Q: 3 clusters Score -1.630244e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -16302509.000000 Penalty: 13698.139648
	Iteration 59Q: 3 clusters Score -1.630251e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -16302492.000000 Penalty: 13698.139648
	Iteration 60F: 3 clusters Score -1.630249e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -16302531.000000 Penalty: 13698.139648
	Iteration 61Q: 3 clusters Score -1.630253e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -16302579.000000 Penalty: 13698.139648
	Iteration 62Q: 3 clusters Score -1.630258e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -16302587.000000 Penalty: 13698.139648
	Iteration 63Q: 3 clusters Score -1.630259e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -16302607.000000 Penalty: 13698.139648
	Iteration 64Q: 3 clusters Score -1.630261e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -16302647.000000 Penalty: 13698.139648
	Iteration 65Q: 3 clusters Score -1.630265e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -16302663.000000 Penalty: 13698.139648
	Iteration 66Q: 3 clusters Score -1.630266e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -16302695.000000 Penalty: 13698.139648
	Iteration 67Q: 3 clusters Score -1.63027e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -16302717.000000 Penalty: 13698.139648
	Iteration 68Q: 3 clusters Score -1.630272e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -16302764.000000 Penalty: 13698.139648
	Iteration 69Q: 3 clusters Score -1.630276e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -16302781.000000 Penalty: 13698.139648
	Iteration 70Q: 3 clusters Score -1.630278e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -16302789.000000 Penalty: 13698.139648
	Iteration 71Q: 3 clusters Score -1.630279e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -16302793.000000 Penalty: 13698.139648
	Iteration 72Q: 3 clusters Score -1.630279e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -16302816.000000 Penalty: 13698.139648
	Iteration 73Q: 3 clusters Score -1.630282e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -16302791.000000 Penalty: 13698.139648
	Iteration 74Q: 3 clusters Score -1.630279e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -16302811.000000 Penalty: 13698.139648
	Iteration 75Q: 3 clusters Score -1.630281e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -16302792.000000 Penalty: 13698.139648
	Iteration 76Q: 3 clusters Score -1.630279e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -16302809.000000 Penalty: 13698.139648
	Iteration 77Q: 3 clusters Score -1.630281e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -16302861.000000 Penalty: 13698.139648
	Iteration 78Q: 3 clusters Score -1.630286e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -16302851.000000 Penalty: 13698.139648
	Iteration 79Q: 3 clusters Score -1.630285e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -16302840.000000 Penalty: 13698.139648
	Iteration 80F: 3 clusters Score -1.630284e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -16302841.000000 Penalty: 13698.139648
	Iteration 81Q: 3 clusters Score -1.630284e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -16302824.000000 Penalty: 13698.139648
	Iteration 82Q: 3 clusters Score -1.630282e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -16302847.000000 Penalty: 13698.139648
	Iteration 83Q: 3 clusters Score -1.630285e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -16302851.000000 Penalty: 13698.139648
	Iteration 84Q: 3 clusters Score -1.630285e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -16302829.000000 Penalty: 13698.139648
	Iteration 85Q: 3 clusters Score -1.630283e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -16302812.000000 Penalty: 13698.139648
	Iteration 86Q: 3 clusters Score -1.630281e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -16302842.000000 Penalty: 13698.139648
	Iteration 87Q: 3 clusters Score -1.630284e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -16302868.000000 Penalty: 13698.139648
	Iteration 88Q: 3 clusters Score -1.630287e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -16302877.000000 Penalty: 13698.139648
	Iteration 89Q: 3 clusters Score -1.630288e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -16302860.000000 Penalty: 13698.139648
	Iteration 90Q: 3 clusters Score -1.630286e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -16302859.000000 Penalty: 13698.139648
	Iteration 91Q: 3 clusters Score -1.630286e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -16302867.000000 Penalty: 13698.139648
	Iteration 92Q: 3 clusters Score -1.630287e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -16302864.000000 Penalty: 13698.139648
	Iteration 93Q: 3 clusters Score -1.630286e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -16302876.000000 Penalty: 13698.139648
	Iteration 94Q: 3 clusters Score -1.630288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -16302843.000000 Penalty: 13698.139648
	Iteration 95Q: 3 clusters Score -1.630284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -16302857.000000 Penalty: 13698.139648
	Iteration 96Q: 3 clusters Score -1.630286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -16302840.000000 Penalty: 13698.139648
	Iteration 97Q: 3 clusters Score -1.630284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -16302833.000000 Penalty: 13698.139648
	Iteration 98Q: 3 clusters Score -1.630283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -16302836.000000 Penalty: 13698.139648
	Iteration 99Q: 3 clusters Score -1.630284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -16302861.000000 Penalty: 13698.139648
	Iteration 100F: 3 clusters Score -1.630286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -16302858.000000 Penalty: 13698.139648
	Iteration 101Q: 3 clusters Score -1.630286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -16302863.000000 Penalty: 13698.139648
	Iteration 102Q: 3 clusters Score -1.630286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -16302887.000000 Penalty: 13698.139648
	Iteration 103Q: 3 clusters Score -1.630289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -16302913.000000 Penalty: 13698.139648
	Iteration 104Q: 3 clusters Score -1.630291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -16302903.000000 Penalty: 13698.139648
	Iteration 105Q: 3 clusters Score -1.63029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -16302937.000000 Penalty: 13698.139648
	Iteration 106Q: 3 clusters Score -1.630294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -16302954.000000 Penalty: 13698.139648
	Iteration 107Q: 3 clusters Score -1.630295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -16302921.000000 Penalty: 13698.139648
	Iteration 108Q: 3 clusters Score -1.630292e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -16302912.000000 Penalty: 13698.139648
	Iteration 109Q: 3 clusters Score -1.630291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -16302932.000000 Penalty: 13698.139648
	Iteration 110Q: 3 clusters Score -1.630293e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -16302926.000000 Penalty: 13698.139648
	Iteration 111Q: 3 clusters Score -1.630293e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -16302906.000000 Penalty: 13698.139648
	Iteration 112Q: 3 clusters Score -1.630291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -16302910.000000 Penalty: 13698.139648
	Iteration 113Q: 3 clusters Score -1.630291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -16302903.000000 Penalty: 13698.139648
	Iteration 114Q: 3 clusters Score -1.63029e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -16302905.000000 Penalty: 13698.139648
	Iteration 115Q: 3 clusters Score -1.63029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -16302910.000000 Penalty: 13698.139648
	Iteration 116Q: 3 clusters Score -1.630291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -16302903.000000 Penalty: 13698.139648
	Iteration 117Q: 3 clusters Score -1.63029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -16302914.000000 Penalty: 13698.139648
	Iteration 118Q: 3 clusters Score -1.630291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -16302905.000000 Penalty: 13698.139648
	Iteration 119Q: 3 clusters Score -1.63029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -16302911.000000 Penalty: 13698.139648
	Iteration 120F: 3 clusters Score -1.630291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -16302901.000000 Penalty: 13698.139648
	Iteration 121Q: 3 clusters Score -1.63029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -16302900.000000 Penalty: 13698.139648
	Iteration 122Q: 3 clusters Score -1.63029e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -16302927.000000 Penalty: 13698.139648
	Iteration 123Q: 3 clusters Score -1.630293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -16302933.000000 Penalty: 13698.139648
	Iteration 124Q: 3 clusters Score -1.630293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -16302902.000000 Penalty: 13698.139648
	Iteration 125Q: 3 clusters Score -1.63029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -16302901.000000 Penalty: 13698.139648
	Iteration 126Q: 3 clusters Score -1.63029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -16302927.000000 Penalty: 13698.139648
	Iteration 127Q: 3 clusters Score -1.630293e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -16302925.000000 Penalty: 13698.139648
	Iteration 128Q: 3 clusters Score -1.630292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -16302943.000000 Penalty: 13698.139648
	Iteration 129Q: 3 clusters Score -1.630294e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -16302924.000000 Penalty: 13698.139648
	Iteration 130Q: 3 clusters Score -1.630292e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -16302944.000000 Penalty: 13698.139648
	Iteration 131Q: 3 clusters Score -1.630294e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -16302950.000000 Penalty: 13698.139648
	Iteration 132Q: 3 clusters Score -1.630295e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -16302955.000000 Penalty: 13698.139648
	Iteration 133Q: 3 clusters Score -1.630296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -16302978.000000 Penalty: 13698.139648
	Iteration 134Q: 3 clusters Score -1.630298e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -16302987.000000 Penalty: 13698.139648
	Iteration 135Q: 3 clusters Score -1.630299e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -16303009.000000 Penalty: 13698.139648
	Iteration 136Q: 3 clusters Score -1.630301e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -16303001.000000 Penalty: 13698.139648
	Iteration 137Q: 3 clusters Score -1.6303e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -16303012.000000 Penalty: 13698.139648
	Iteration 138Q: 3 clusters Score -1.630301e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60482 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -16303026.000000 Penalty: 13698.139648
	Iteration 139Q: 3 clusters Score -1.630303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -16303024.000000 Penalty: 13698.139648
	Iteration 140F: 3 clusters Score -1.630302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -16303044.000000 Penalty: 13698.139648
	Iteration 141Q: 3 clusters Score -1.630304e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -16303057.000000 Penalty: 13698.139648
	Iteration 142Q: 3 clusters Score -1.630306e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -16303087.000000 Penalty: 13698.139648
	Iteration 143Q: 3 clusters Score -1.630309e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -16303087.000000 Penalty: 13698.139648
	Iteration 144Q: 3 clusters Score -1.630309e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -16303098.000000 Penalty: 13698.139648
	Iteration 145Q: 3 clusters Score -1.63031e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -16303122.000000 Penalty: 13698.139648
	Iteration 146Q: 3 clusters Score -1.630312e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -16303108.000000 Penalty: 13698.139648
	Iteration 147Q: 3 clusters Score -1.630311e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -16303123.000000 Penalty: 13698.139648
	Iteration 148Q: 3 clusters Score -1.630312e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -16303131.000000 Penalty: 13698.139648
	Iteration 149Q: 3 clusters Score -1.630313e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -16303106.000000 Penalty: 13698.139648
	Iteration 150Q: 3 clusters Score -1.630311e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -16303123.000000 Penalty: 13698.139648
	Iteration 151Q: 3 clusters Score -1.630312e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -16303150.000000 Penalty: 13698.139648
	Iteration 152Q: 3 clusters Score -1.630315e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -16303151.000000 Penalty: 13698.139648
	Iteration 153Q: 3 clusters Score -1.630315e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -16303169.000000 Penalty: 13698.139648
	Iteration 154Q: 3 clusters Score -1.630317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -16303159.000000 Penalty: 13698.139648
	Iteration 155Q: 3 clusters Score -1.630316e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -16303159.000000 Penalty: 13698.139648
	Iteration 156Q: 3 clusters Score -1.630316e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -16303150.000000 Penalty: 13698.139648
	Iteration 157Q: 3 clusters Score -1.630315e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -16303147.000000 Penalty: 13698.139648
	Iteration 158Q: 3 clusters Score -1.630315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -16303149.000000 Penalty: 13698.139648
	Iteration 159Q: 3 clusters Score -1.630315e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -16303200.000000 Penalty: 13698.139648
	Iteration 160F: 3 clusters Score -1.63032e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -16303188.000000 Penalty: 13698.139648
	Iteration 161Q: 3 clusters Score -1.630319e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -16303197.000000 Penalty: 13698.139648
	Iteration 162Q: 3 clusters Score -1.63032e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -16303143.000000 Penalty: 13698.139648
	Iteration 163Q: 3 clusters Score -1.630314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -16303162.000000 Penalty: 13698.139648
	Iteration 164Q: 3 clusters Score -1.630316e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -16303184.000000 Penalty: 13698.139648
	Iteration 165Q: 3 clusters Score -1.630318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -16303188.000000 Penalty: 13698.139648
	Iteration 166Q: 3 clusters Score -1.630319e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -16303196.000000 Penalty: 13698.139648
	Iteration 167Q: 3 clusters Score -1.63032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -16303191.000000 Penalty: 13698.139648
	Iteration 168Q: 3 clusters Score -1.630319e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -16303186.000000 Penalty: 13698.139648
	Iteration 169Q: 3 clusters Score -1.630319e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -16303197.000000 Penalty: 13698.139648
	Iteration 170Q: 3 clusters Score -1.63032e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -16303206.000000 Penalty: 13698.139648
	Iteration 171Q: 3 clusters Score -1.630321e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -16303208.000000 Penalty: 13698.139648
	Iteration 172Q: 3 clusters Score -1.630321e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -16303223.000000 Penalty: 13698.139648
	Iteration 173Q: 3 clusters Score -1.630322e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -16303218.000000 Penalty: 13698.139648
	Iteration 174Q: 3 clusters Score -1.630322e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -16303243.000000 Penalty: 13698.139648
	Iteration 175Q: 3 clusters Score -1.630324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -16303225.000000 Penalty: 13698.139648
	Iteration 176Q: 3 clusters Score -1.630322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -16303232.000000 Penalty: 13698.139648
	Iteration 177Q: 3 clusters Score -1.630323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -16303224.000000 Penalty: 13698.139648
	Iteration 178Q: 3 clusters Score -1.630322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -16303212.000000 Penalty: 13698.139648
	Iteration 179Q: 3 clusters Score -1.630321e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -16303220.000000 Penalty: 13698.139648
	Iteration 180F: 3 clusters Score -1.630322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -16303200.000000 Penalty: 13698.139648
	Iteration 181Q: 3 clusters Score -1.63032e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -16303182.000000 Penalty: 13698.139648
	Iteration 182Q: 3 clusters Score -1.630318e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -16303175.000000 Penalty: 13698.139648
	Iteration 183Q: 3 clusters Score -1.630318e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -16303210.000000 Penalty: 13698.139648
	Iteration 184Q: 3 clusters Score -1.630321e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -16303212.000000 Penalty: 13698.139648
	Iteration 185Q: 3 clusters Score -1.630321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -16303232.000000 Penalty: 13698.139648
	Iteration 186Q: 3 clusters Score -1.630323e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -16303224.000000 Penalty: 13698.139648
	Iteration 187Q: 3 clusters Score -1.630322e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -16303259.000000 Penalty: 13698.139648
	Iteration 188Q: 3 clusters Score -1.630326e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -16303276.000000 Penalty: 13698.139648
	Iteration 189Q: 3 clusters Score -1.630328e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -16303302.000000 Penalty: 13698.139648
	Iteration 190Q: 3 clusters Score -1.63033e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -16303297.000000 Penalty: 13698.139648
	Iteration 191Q: 3 clusters Score -1.63033e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -16303323.000000 Penalty: 13698.139648
	Iteration 192Q: 3 clusters Score -1.630332e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -16303381.000000 Penalty: 13698.139648
	Iteration 193Q: 3 clusters Score -1.630338e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -16303388.000000 Penalty: 13698.139648
	Iteration 194Q: 3 clusters Score -1.630339e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -16303421.000000 Penalty: 13698.139648
	Iteration 195Q: 3 clusters Score -1.630342e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -16303433.000000 Penalty: 13698.139648
	Iteration 196Q: 3 clusters Score -1.630343e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -16303422.000000 Penalty: 13698.139648
	Iteration 197Q: 3 clusters Score -1.630342e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -16303400.000000 Penalty: 13698.139648
	Iteration 198Q: 3 clusters Score -1.63034e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62928 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -16303412.000000 Penalty: 13698.139648
	Iteration 199Q: 3 clusters Score -1.630341e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -16303463.000000 Penalty: 13698.139648
	Iteration 200F: 3 clusters Score -1.630346e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -16303442.000000 Penalty: 13698.139648
	Iteration 201Q: 3 clusters Score -1.630344e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -16303478.000000 Penalty: 13698.139648
	Iteration 202Q: 3 clusters Score -1.630348e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -16303469.000000 Penalty: 13698.139648
	Iteration 203Q: 3 clusters Score -1.630347e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -16303472.000000 Penalty: 13698.139648
	Iteration 204Q: 3 clusters Score -1.630347e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -16303488.000000 Penalty: 13698.139648
	Iteration 205Q: 3 clusters Score -1.630349e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -16303479.000000 Penalty: 13698.139648
	Iteration 206Q: 3 clusters Score -1.630348e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -16303489.000000 Penalty: 13698.139648
	Iteration 207Q: 3 clusters Score -1.630349e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -16303517.000000 Penalty: 13698.139648
	Iteration 208Q: 3 clusters Score -1.630352e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -16303534.000000 Penalty: 13698.139648
	Iteration 209Q: 3 clusters Score -1.630353e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -16303528.000000 Penalty: 13698.139648
	Iteration 210Q: 3 clusters Score -1.630353e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -16303537.000000 Penalty: 13698.139648
	Iteration 211Q: 3 clusters Score -1.630354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -16303531.000000 Penalty: 13698.139648
	Iteration 212Q: 3 clusters Score -1.630353e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -16303590.000000 Penalty: 13698.139648
	Iteration 213Q: 3 clusters Score -1.630359e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -16303606.000000 Penalty: 13698.139648
	Iteration 214Q: 3 clusters Score -1.630361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -16303594.000000 Penalty: 13698.139648
	Iteration 215Q: 3 clusters Score -1.630359e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -16303607.000000 Penalty: 13698.139648
	Iteration 216Q: 3 clusters Score -1.630361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -16303594.000000 Penalty: 13698.139648
	Iteration 217Q: 3 clusters Score -1.630359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -16303621.000000 Penalty: 13698.139648
	Iteration 218Q: 3 clusters Score -1.630362e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -16303616.000000 Penalty: 13698.139648
	Iteration 219Q: 3 clusters Score -1.630362e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -16303623.000000 Penalty: 13698.139648
	Iteration 220F: 3 clusters Score -1.630362e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -16303631.000000 Penalty: 13698.139648
	Iteration 221Q: 3 clusters Score -1.630363e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -16303642.000000 Penalty: 13698.139648
	Iteration 222Q: 3 clusters Score -1.630364e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -16303661.000000 Penalty: 13698.139648
	Iteration 223Q: 3 clusters Score -1.630366e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -16303666.000000 Penalty: 13698.139648
	Iteration 224Q: 3 clusters Score -1.630367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -16303662.000000 Penalty: 13698.139648
	Iteration 225Q: 3 clusters Score -1.630366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -16303677.000000 Penalty: 13698.139648
	Iteration 226Q: 3 clusters Score -1.630368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -16303699.000000 Penalty: 13698.139648
	Iteration 227Q: 3 clusters Score -1.63037e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -16303700.000000 Penalty: 13698.139648
	Iteration 228Q: 3 clusters Score -1.63037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -16303695.000000 Penalty: 13698.139648
	Iteration 229Q: 3 clusters Score -1.63037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -16303715.000000 Penalty: 13698.139648
	Iteration 230Q: 3 clusters Score -1.630372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -16303721.000000 Penalty: 13698.139648
	Iteration 231Q: 3 clusters Score -1.630372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -16303700.000000 Penalty: 13698.139648
	Iteration 232Q: 3 clusters Score -1.63037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -16303700.000000 Penalty: 13698.139648
	Iteration 233Q: 3 clusters Score -1.63037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -16303695.000000 Penalty: 13698.139648
	Iteration 234Q: 3 clusters Score -1.63037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -16303685.000000 Penalty: 13698.139648
	Iteration 235Q: 3 clusters Score -1.630368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -16303681.000000 Penalty: 13698.139648
	Iteration 236Q: 3 clusters Score -1.630368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -16303680.000000 Penalty: 13698.139648
	Iteration 237Q: 3 clusters Score -1.630368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -16303685.000000 Penalty: 13698.139648
	Iteration 238Q: 3 clusters Score -1.630368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -16303675.000000 Penalty: 13698.139648
	Iteration 239Q: 3 clusters Score -1.630368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -16303697.000000 Penalty: 13698.139648
	Iteration 240F: 3 clusters Score -1.63037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -16303704.000000 Penalty: 13698.139648
	Iteration 241Q: 3 clusters Score -1.63037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -16303703.000000 Penalty: 13698.139648
	Iteration 242Q: 3 clusters Score -1.63037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -16303702.000000 Penalty: 13698.139648
	Iteration 243Q: 3 clusters Score -1.63037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -16303692.000000 Penalty: 13698.139648
	Iteration 244Q: 3 clusters Score -1.630369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -16303697.000000 Penalty: 13698.139648
	Iteration 245Q: 3 clusters Score -1.63037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -16303686.000000 Penalty: 13698.139648
	Iteration 246Q: 3 clusters Score -1.630369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -16303691.000000 Penalty: 13698.139648
	Iteration 247Q: 3 clusters Score -1.630369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -16303696.000000 Penalty: 13698.139648
	Iteration 248Q: 3 clusters Score -1.63037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -16303700.000000 Penalty: 13698.139648
	Iteration 249Q: 3 clusters Score -1.63037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -16303698.000000 Penalty: 13698.139648
	Iteration 250Q: 3 clusters Score -1.63037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -16303697.000000 Penalty: 13698.139648
	Iteration 251Q: 3 clusters Score -1.63037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -16303691.000000 Penalty: 13698.139648
	Iteration 252Q: 3 clusters Score -1.630369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -16303691.000000 Penalty: 13698.139648
	Iteration 253Q: 3 clusters Score -1.630369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -16303689.000000 Penalty: 13698.139648
	Iteration 254Q: 3 clusters Score -1.630369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -16303683.000000 Penalty: 13698.139648
	Iteration 255Q: 3 clusters Score -1.630368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -16303683.000000 Penalty: 13698.139648
	Iteration 256F: 3 clusters Score -1.630368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Entering Unmasked Estep 
Score: -3625009.250000 Penalty: 5933.710938
	Iteration 0F: 2 clusters Score -3625009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3611009.000000 Penalty: 11867.421875
	Iteration 0F: 3 clusters Score -3611009 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3614413.000000 Penalty: 11867.421875
	Iteration 1F: 3 clusters Score -3614413 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3615097.250000 Penalty: 11867.421875
	Iteration 2F: 3 clusters Score -3615097 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3615604.250000 Penalty: 11867.421875
	Iteration 3F: 3 clusters Score -3615604 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3616050.000000 Penalty: 11867.421875
	Iteration 4Q: 3 clusters Score -3616050 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3616454.000000 Penalty: 11867.421875
	Iteration 5Q: 3 clusters Score -3616454 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3616849.750000 Penalty: 11867.421875
	Iteration 6Q: 3 clusters Score -3616850 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3617205.750000 Penalty: 11867.421875
	Iteration 7Q: 3 clusters Score -3617206 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3617581.750000 Penalty: 11867.421875
	Iteration 8Q: 3 clusters Score -3617582 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3617971.750000 Penalty: 11867.421875
	Iteration 9Q: 3 clusters Score -3617972 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3618447.750000 Penalty: 11867.421875
	Iteration 10Q: 3 clusters Score -3618448 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3618941.750000 Penalty: 11867.421875
	Iteration 11Q: 3 clusters Score -3618942 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3619445.000000 Penalty: 11867.421875
	Iteration 12Q: 3 clusters Score -3619445 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3619867.500000 Penalty: 11867.421875
	Iteration 13Q: 3 clusters Score -3619868 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3620213.750000 Penalty: 11867.421875
	Iteration 14Q: 3 clusters Score -3620214 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3620485.250000 Penalty: 11867.421875
	Iteration 15Q: 3 clusters Score -3620485 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3620692.000000 Penalty: 11867.421875
	Iteration 16Q: 3 clusters Score -3620692 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3620835.250000 Penalty: 11867.421875
	Iteration 17Q: 3 clusters Score -3620835 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3620894.500000 Penalty: 11867.421875
	Iteration 18Q: 3 clusters Score -3620894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3620936.250000 Penalty: 11867.421875
	Iteration 19Q: 3 clusters Score -3620936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3620981.500000 Penalty: 11867.421875
	Iteration 20F: 3 clusters Score -3620982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3621028.000000 Penalty: 11867.421875
	Iteration 21Q: 3 clusters Score -3621028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3621047.750000 Penalty: 11867.421875
	Iteration 22Q: 3 clusters Score -3621048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3621068.000000 Penalty: 11867.421875
	Iteration 23Q: 3 clusters Score -3621068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -3621082.500000 Penalty: 11867.421875
	Iteration 24Q: 3 clusters Score -3621082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3621109.750000 Penalty: 11867.421875
	Iteration 25Q: 3 clusters Score -3621110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3621139.750000 Penalty: 11867.421875
	Iteration 26Q: 3 clusters Score -3621140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3621143.000000 Penalty: 11867.421875
	Iteration 27Q: 3 clusters Score -3621143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3621154.250000 Penalty: 11867.421875
	Iteration 28Q: 3 clusters Score -3621154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3621168.250000 Penalty: 11867.421875
	Iteration 29Q: 3 clusters Score -3621168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3621171.250000 Penalty: 11867.421875
	Iteration 30Q: 3 clusters Score -3621171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3621183.500000 Penalty: 11867.421875
	Iteration 31Q: 3 clusters Score -3621184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3621184.000000 Penalty: 11867.421875
	Iteration 32Q: 3 clusters Score -3621184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3621188.750000 Penalty: 11867.421875
	Iteration 33Q: 3 clusters Score -3621189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3621193.000000 Penalty: 11867.421875
	Iteration 34Q: 3 clusters Score -3621193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3621196.750000 Penalty: 11867.421875
	Iteration 35Q: 3 clusters Score -3621197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3621198.500000 Penalty: 11867.421875
	Iteration 36Q: 3 clusters Score -3621198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3621200.500000 Penalty: 11867.421875
	Iteration 37Q: 3 clusters Score -3621200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3621206.250000 Penalty: 11867.421875
	Iteration 38Q: 3 clusters Score -3621206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3621220.000000 Penalty: 11867.421875
	Iteration 39Q: 3 clusters Score -3621220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3621220.250000 Penalty: 11867.421875
	Iteration 40F: 3 clusters Score -3621220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3621221.000000 Penalty: 11867.421875
	Iteration 41Q: 3 clusters Score -3621221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3621226.750000 Penalty: 11867.421875
	Iteration 42Q: 3 clusters Score -3621227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3621226.750000 Penalty: 11867.421875
	Iteration 43F: 3 clusters Score -3621227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Entering Unmasked Estep 
Score: -16371598.000000 Penalty: 6870.377441
	Iteration 0F: 2 clusters Score -1.63716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -16320312.000000 Penalty: 13740.754883
	Iteration 0F: 3 clusters Score -1.632031e+07 nChanged 33365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -16338391.000000 Penalty: 13740.754883
	Iteration 1F: 3 clusters Score -1.633839e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -16339519.000000 Penalty: 13740.754883
	Iteration 2Q: 3 clusters Score -1.633952e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -16340735.000000 Penalty: 13740.754883
	Iteration 3Q: 3 clusters Score -1.634074e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -16342042.000000 Penalty: 13740.754883
	Iteration 4Q: 3 clusters Score -1.634204e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -16343461.000000 Penalty: 13740.754883
	Iteration 5Q: 3 clusters Score -1.634346e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -16345250.000000 Penalty: 13740.754883
	Iteration 6Q: 3 clusters Score -1.634525e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -16347360.000000 Penalty: 13740.754883
	Iteration 7F: 3 clusters Score -1.634736e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -16349642.000000 Penalty: 13740.754883
	Iteration 8F: 3 clusters Score -1.634964e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -16351943.000000 Penalty: 13740.754883
	Iteration 9F: 3 clusters Score -1.635194e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -16354119.000000 Penalty: 13740.754883
	Iteration 10Q: 3 clusters Score -1.635412e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -16356277.000000 Penalty: 13740.754883
	Iteration 11Q: 3 clusters Score -1.635628e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -16358252.000000 Penalty: 13740.754883
	Iteration 12Q: 3 clusters Score -1.635825e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -16359985.000000 Penalty: 13740.754883
	Iteration 13Q: 3 clusters Score -1.635998e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -16361427.000000 Penalty: 13740.754883
	Iteration 14Q: 3 clusters Score -1.636143e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -16362728.000000 Penalty: 13740.754883
	Iteration 15Q: 3 clusters Score -1.636273e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -16363911.000000 Penalty: 13740.754883
	Iteration 16Q: 3 clusters Score -1.636391e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -16365165.000000 Penalty: 13740.754883
	Iteration 17Q: 3 clusters Score -1.636516e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -16365996.000000 Penalty: 13740.754883
	Iteration 18Q: 3 clusters Score -1.6366e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -16366627.000000 Penalty: 13740.754883
	Iteration 19Q: 3 clusters Score -1.636663e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -16367187.000000 Penalty: 13740.754883
	Iteration 20F: 3 clusters Score -1.636719e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -16367689.000000 Penalty: 13740.754883
	Iteration 21Q: 3 clusters Score -1.636769e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -16368244.000000 Penalty: 13740.754883
	Iteration 22Q: 3 clusters Score -1.636824e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -16368477.000000 Penalty: 13740.754883
	Iteration 23Q: 3 clusters Score -1.636848e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -16368605.000000 Penalty: 13740.754883
	Iteration 24Q: 3 clusters Score -1.63686e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -16368698.000000 Penalty: 13740.754883
	Iteration 25Q: 3 clusters Score -1.63687e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -16368685.000000 Penalty: 13740.754883
	Iteration 26Q: 3 clusters Score -1.636868e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -16368706.000000 Penalty: 13740.754883
	Iteration 27Q: 3 clusters Score -1.636871e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -16368757.000000 Penalty: 13740.754883
	Iteration 28Q: 3 clusters Score -1.636876e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -16368756.000000 Penalty: 13740.754883
	Iteration 29Q: 3 clusters Score -1.636876e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -16368794.000000 Penalty: 13740.754883
	Iteration 30Q: 3 clusters Score -1.636879e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -16368805.000000 Penalty: 13740.754883
	Iteration 31Q: 3 clusters Score -1.63688e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -16368836.000000 Penalty: 13740.754883
	Iteration 32Q: 3 clusters Score -1.636884e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -16368878.000000 Penalty: 13740.754883
	Iteration 33Q: 3 clusters Score -1.636888e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -16368880.000000 Penalty: 13740.754883
	Iteration 34Q: 3 clusters Score -1.636888e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -16368878.000000 Penalty: 13740.754883
	Iteration 35Q: 3 clusters Score -1.636888e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -16368919.000000 Penalty: 13740.754883
	Iteration 36Q: 3 clusters Score -1.636892e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -16368920.000000 Penalty: 13740.754883
	Iteration 37Q: 3 clusters Score -1.636892e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -16368913.000000 Penalty: 13740.754883
	Iteration 38Q: 3 clusters Score -1.636891e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -16368927.000000 Penalty: 13740.754883
	Iteration 39Q: 3 clusters Score -1.636893e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -16368922.000000 Penalty: 13740.754883
	Iteration 40F: 3 clusters Score -1.636892e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -16368939.000000 Penalty: 13740.754883
	Iteration 41Q: 3 clusters Score -1.636894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -16368928.000000 Penalty: 13740.754883
	Iteration 42Q: 3 clusters Score -1.636893e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -16368935.000000 Penalty: 13740.754883
	Iteration 43Q: 3 clusters Score -1.636894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -16368937.000000 Penalty: 13740.754883
	Iteration 44Q: 3 clusters Score -1.636894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -16368944.000000 Penalty: 13740.754883
	Iteration 45Q: 3 clusters Score -1.636894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -16368925.000000 Penalty: 13740.754883
	Iteration 46Q: 3 clusters Score -1.636892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -16368939.000000 Penalty: 13740.754883
	Iteration 47Q: 3 clusters Score -1.636894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -16368952.000000 Penalty: 13740.754883
	Iteration 48Q: 3 clusters Score -1.636895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -16368966.000000 Penalty: 13740.754883
	Iteration 49Q: 3 clusters Score -1.636897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -16368957.000000 Penalty: 13740.754883
	Iteration 50Q: 3 clusters Score -1.636896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -16368941.000000 Penalty: 13740.754883
	Iteration 51Q: 3 clusters Score -1.636894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -16368962.000000 Penalty: 13740.754883
	Iteration 52Q: 3 clusters Score -1.636896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -16368982.000000 Penalty: 13740.754883
	Iteration 53Q: 3 clusters Score -1.636898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -16368983.000000 Penalty: 13740.754883
	Iteration 54Q: 3 clusters Score -1.636898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -16368978.000000 Penalty: 13740.754883
	Iteration 55Q: 3 clusters Score -1.636898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -16368988.000000 Penalty: 13740.754883
	Iteration 56Q: 3 clusters Score -1.636899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -16368992.000000 Penalty: 13740.754883
	Iteration 57Q: 3 clusters Score -1.636899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -16368995.000000 Penalty: 13740.754883
	Iteration 58Q: 3 clusters Score -1.6369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -16368994.000000 Penalty: 13740.754883
	Iteration 59Q: 3 clusters Score -1.636899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -16368991.000000 Penalty: 13740.754883
	Iteration 60F: 3 clusters Score -1.636899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -16368984.000000 Penalty: 13740.754883
	Iteration 61Q: 3 clusters Score -1.636898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -16368972.000000 Penalty: 13740.754883
	Iteration 62Q: 3 clusters Score -1.636897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -16368964.000000 Penalty: 13740.754883
	Iteration 63Q: 3 clusters Score -1.636896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -16368973.000000 Penalty: 13740.754883
	Iteration 64Q: 3 clusters Score -1.636897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -16368972.000000 Penalty: 13740.754883
	Iteration 65Q: 3 clusters Score -1.636897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -16368973.000000 Penalty: 13740.754883
	Iteration 66Q: 3 clusters Score -1.636897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -16368973.000000 Penalty: 13740.754883
	Iteration 67Q: 3 clusters Score -1.636897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -16368967.000000 Penalty: 13740.754883
	Iteration 68Q: 3 clusters Score -1.636897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -16368968.000000 Penalty: 13740.754883
	Iteration 69Q: 3 clusters Score -1.636897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -16368964.000000 Penalty: 13740.754883
	Iteration 70Q: 3 clusters Score -1.636896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -16368960.000000 Penalty: 13740.754883
	Iteration 71Q: 3 clusters Score -1.636896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -16368970.000000 Penalty: 13740.754883
	Iteration 72Q: 3 clusters Score -1.636897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -16368970.000000 Penalty: 13740.754883
	Iteration 73F: 3 clusters Score -1.636897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Entering Unmasked Estep 
Score: -12655110.000000 Penalty: 6720.434570
	Iteration 0F: 2 clusters Score -1.265511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -12614129.000000 Penalty: 13440.869141
	Iteration 0F: 3 clusters Score -1.261413e+07 nChanged 25888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -12628341.000000 Penalty: 13440.869141
	Iteration 1F: 3 clusters Score -1.262834e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -12630151.000000 Penalty: 13440.869141
	Iteration 2F: 3 clusters Score -1.263015e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -12632399.000000 Penalty: 13440.869141
	Iteration 3F: 3 clusters Score -1.26324e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -12634907.000000 Penalty: 13440.869141
	Iteration 4F: 3 clusters Score -1.263491e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -12637815.000000 Penalty: 13440.869141
	Iteration 5F: 3 clusters Score -1.263782e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -12641025.000000 Penalty: 13440.869141
	Iteration 6F: 3 clusters Score -1.264102e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -12644182.000000 Penalty: 13440.869141
	Iteration 7F: 3 clusters Score -1.264418e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -12646857.000000 Penalty: 13440.869141
	Iteration 8F: 3 clusters Score -1.264686e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -12648907.000000 Penalty: 13440.869141
	Iteration 9Q: 3 clusters Score -1.264891e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -12650384.000000 Penalty: 13440.869141
	Iteration 10Q: 3 clusters Score -1.265038e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -12651498.000000 Penalty: 13440.869141
	Iteration 11Q: 3 clusters Score -1.26515e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -12652259.000000 Penalty: 13440.869141
	Iteration 12Q: 3 clusters Score -1.265226e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -12652970.000000 Penalty: 13440.869141
	Iteration 13Q: 3 clusters Score -1.265297e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -12653490.000000 Penalty: 13440.869141
	Iteration 14Q: 3 clusters Score -1.265349e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -12653951.000000 Penalty: 13440.869141
	Iteration 15Q: 3 clusters Score -1.265395e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -12654264.000000 Penalty: 13440.869141
	Iteration 16Q: 3 clusters Score -1.265426e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -12654533.000000 Penalty: 13440.869141
	Iteration 17Q: 3 clusters Score -1.265453e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -12654766.000000 Penalty: 13440.869141
	Iteration 18Q: 3 clusters Score -1.265477e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -12654950.000000 Penalty: 13440.869141
	Iteration 19Q: 3 clusters Score -1.265495e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -12655051.000000 Penalty: 13440.869141
	Iteration 20F: 3 clusters Score -1.265505e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -12655154.000000 Penalty: 13440.869141
	Iteration 21Q: 3 clusters Score -1.265515e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -12655171.000000 Penalty: 13440.869141
	Iteration 22Q: 3 clusters Score -1.265517e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -12655230.000000 Penalty: 13440.869141
	Iteration 23Q: 3 clusters Score -1.265523e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -12655230.000000 Penalty: 13440.869141
	Iteration 24Q: 3 clusters Score -1.265523e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -12655280.000000 Penalty: 13440.869141
	Iteration 25Q: 3 clusters Score -1.265528e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -12655329.000000 Penalty: 13440.869141
	Iteration 26Q: 3 clusters Score -1.265533e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -12655356.000000 Penalty: 13440.869141
	Iteration 27Q: 3 clusters Score -1.265536e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -12655376.000000 Penalty: 13440.869141
	Iteration 28Q: 3 clusters Score -1.265538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -12655385.000000 Penalty: 13440.869141
	Iteration 29Q: 3 clusters Score -1.265538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -12655389.000000 Penalty: 13440.869141
	Iteration 30Q: 3 clusters Score -1.265539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -12655383.000000 Penalty: 13440.869141
	Iteration 31Q: 3 clusters Score -1.265538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -12655383.000000 Penalty: 13440.869141
	Iteration 32Q: 3 clusters Score -1.265538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -12655367.000000 Penalty: 13440.869141
	Iteration 33Q: 3 clusters Score -1.265537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -12655370.000000 Penalty: 13440.869141
	Iteration 34Q: 3 clusters Score -1.265537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -12655369.000000 Penalty: 13440.869141
	Iteration 35Q: 3 clusters Score -1.265537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -12655384.000000 Penalty: 13440.869141
	Iteration 36Q: 3 clusters Score -1.265538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -12655388.000000 Penalty: 13440.869141
	Iteration 37Q: 3 clusters Score -1.265539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -12655403.000000 Penalty: 13440.869141
	Iteration 38Q: 3 clusters Score -1.26554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -12655387.000000 Penalty: 13440.869141
	Iteration 39Q: 3 clusters Score -1.265539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -12655387.000000 Penalty: 13440.869141
	Iteration 40F: 3 clusters Score -1.265539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -12655389.000000 Penalty: 13440.869141
	Iteration 41Q: 3 clusters Score -1.265539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -12655389.000000 Penalty: 13440.869141
	Iteration 42Q: 3 clusters Score -1.265539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -12655389.000000 Penalty: 13440.869141
	Iteration 43F: 3 clusters Score -1.265539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 15779 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108554 members 
Mstep: Class 6 contains 63512 members 
Mstep: Class 7 contains 13801 members 
Mstep: Class 8 contains 124120 members 
Mstep: Class 9 contains 42562 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59716 members 
Mstep: Class 12 contains 17322 members 
Mstep: Class 13 contains 131309 members 
Mstep: Class 14 contains 38504 members 
Mstep: Class 15 contains 71837 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74380 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 20871 members 
Mstep: Class 20 contains 86398 members 
Mstep: Class 21 contains 44388 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37793 members 
Mstep: Class 25 contains 55082 members 
Entering Unmasked Estep 
Score: -272439360.000000 Penalty: 214562.796875
Splitting cluster 18 changes total score from -272440960.000000 to -272439360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (20871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Entering Unmasked Estep 
Score: -4648083.000000 Penalty: 6091.995605
	Iteration 0F: 2 clusters Score -4648083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -4630998.500000 Penalty: 12183.991211
	Iteration 0F: 3 clusters Score -4630998 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -4635484.000000 Penalty: 12183.991211
	Iteration 1F: 3 clusters Score -4635484 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4636343.000000 Penalty: 12183.991211
	Iteration 2F: 3 clusters Score -4636343 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -4637181.000000 Penalty: 12183.991211
	Iteration 3F: 3 clusters Score -4637181 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -4638024.500000 Penalty: 12183.991211
	Iteration 4F: 3 clusters Score -4638024 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4639054.500000 Penalty: 12183.991211
	Iteration 5F: 3 clusters Score -4639054 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -4640179.000000 Penalty: 12183.991211
	Iteration 6F: 3 clusters Score -4640179 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -4641299.500000 Penalty: 12183.991211
	Iteration 7F: 3 clusters Score -4641300 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -4642303.000000 Penalty: 12183.991211
	Iteration 8F: 3 clusters Score -4642303 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4643045.000000 Penalty: 12183.991211
	Iteration 9Q: 3 clusters Score -4643045 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -4643616.500000 Penalty: 12183.991211
	Iteration 10Q: 3 clusters Score -4643616 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -4643941.000000 Penalty: 12183.991211
	Iteration 11Q: 3 clusters Score -4643941 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -4644233.500000 Penalty: 12183.991211
	Iteration 12Q: 3 clusters Score -4644234 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -4644438.000000 Penalty: 12183.991211
	Iteration 13Q: 3 clusters Score -4644438 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -4644642.000000 Penalty: 12183.991211
	Iteration 14Q: 3 clusters Score -4644642 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -4644802.000000 Penalty: 12183.991211
	Iteration 15Q: 3 clusters Score -4644802 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -4645015.500000 Penalty: 12183.991211
	Iteration 16Q: 3 clusters Score -4645016 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -4645218.000000 Penalty: 12183.991211
	Iteration 17Q: 3 clusters Score -4645218 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -4645461.500000 Penalty: 12183.991211
	Iteration 18Q: 3 clusters Score -4645462 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -4645719.500000 Penalty: 12183.991211
	Iteration 19Q: 3 clusters Score -4645720 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4646000.000000 Penalty: 12183.991211
	Iteration 20F: 3 clusters Score -4646000 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4646310.500000 Penalty: 12183.991211
	Iteration 21Q: 3 clusters Score -4646310 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -4646616.000000 Penalty: 12183.991211
	Iteration 22Q: 3 clusters Score -4646616 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4646903.000000 Penalty: 12183.991211
	Iteration 23Q: 3 clusters Score -4646903 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -4647131.500000 Penalty: 12183.991211
	Iteration 24Q: 3 clusters Score -4647132 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -4647269.500000 Penalty: 12183.991211
	Iteration 25Q: 3 clusters Score -4647270 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -4647388.500000 Penalty: 12183.991211
	Iteration 26Q: 3 clusters Score -4647388 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -4647458.000000 Penalty: 12183.991211
	Iteration 27Q: 3 clusters Score -4647458 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -4647491.000000 Penalty: 12183.991211
	Iteration 28Q: 3 clusters Score -4647491 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -4647502.500000 Penalty: 12183.991211
	Iteration 29Q: 3 clusters Score -4647502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -4647522.000000 Penalty: 12183.991211
	Iteration 30Q: 3 clusters Score -4647522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4647533.500000 Penalty: 12183.991211
	Iteration 31Q: 3 clusters Score -4647534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4647544.000000 Penalty: 12183.991211
	Iteration 32Q: 3 clusters Score -4647544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4647553.500000 Penalty: 12183.991211
	Iteration 33Q: 3 clusters Score -4647554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4647549.500000 Penalty: 12183.991211
	Iteration 34Q: 3 clusters Score -4647550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -4647571.000000 Penalty: 12183.991211
	Iteration 35Q: 3 clusters Score -4647571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4647574.500000 Penalty: 12183.991211
	Iteration 36Q: 3 clusters Score -4647574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4647576.500000 Penalty: 12183.991211
	Iteration 37Q: 3 clusters Score -4647576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -4647572.000000 Penalty: 12183.991211
	Iteration 38Q: 3 clusters Score -4647572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -4647580.000000 Penalty: 12183.991211
	Iteration 39Q: 3 clusters Score -4647580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4647576.500000 Penalty: 12183.991211
	Iteration 40F: 3 clusters Score -4647576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4647582.000000 Penalty: 12183.991211
	Iteration 41Q: 3 clusters Score -4647582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4647582.000000 Penalty: 12183.991211
	Iteration 42Q: 3 clusters Score -4647582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -4647585.500000 Penalty: 12183.991211
	Iteration 43Q: 3 clusters Score -4647586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -4647589.500000 Penalty: 12183.991211
	Iteration 44Q: 3 clusters Score -4647590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4647586.500000 Penalty: 12183.991211
	Iteration 45Q: 3 clusters Score -4647586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -4647591.500000 Penalty: 12183.991211
	Iteration 46Q: 3 clusters Score -4647592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -4647591.500000 Penalty: 12183.991211
	Iteration 47F: 3 clusters Score -4647592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (86398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Entering Unmasked Estep 
Score: -19715608.000000 Penalty: 6962.116211
	Iteration 0F: 2 clusters Score -1.971561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -19656538.000000 Penalty: 13924.232422
	Iteration 0F: 3 clusters Score -1.965654e+07 nChanged 39129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -19677830.000000 Penalty: 13924.232422
	Iteration 1F: 3 clusters Score -1.967783e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -19678964.000000 Penalty: 13924.232422
	Iteration 2Q: 3 clusters Score -1.967896e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -19679888.000000 Penalty: 13924.232422
	Iteration 3Q: 3 clusters Score -1.967989e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -19680910.000000 Penalty: 13924.232422
	Iteration 4Q: 3 clusters Score -1.968091e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -19681934.000000 Penalty: 13924.232422
	Iteration 5Q: 3 clusters Score -1.968193e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -19683388.000000 Penalty: 13924.232422
	Iteration 6Q: 3 clusters Score -1.968339e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -19685358.000000 Penalty: 13924.232422
	Iteration 7Q: 3 clusters Score -1.968536e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -19687452.000000 Penalty: 13924.232422
	Iteration 8F: 3 clusters Score -1.968745e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -19689676.000000 Penalty: 13924.232422
	Iteration 9F: 3 clusters Score -1.968968e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -19691880.000000 Penalty: 13924.232422
	Iteration 10F: 3 clusters Score -1.969188e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -19694022.000000 Penalty: 13924.232422
	Iteration 11Q: 3 clusters Score -1.969402e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -19695876.000000 Penalty: 13924.232422
	Iteration 12Q: 3 clusters Score -1.969588e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -19697482.000000 Penalty: 13924.232422
	Iteration 13Q: 3 clusters Score -1.969748e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -19699094.000000 Penalty: 13924.232422
	Iteration 14Q: 3 clusters Score -1.969909e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -19700622.000000 Penalty: 13924.232422
	Iteration 15Q: 3 clusters Score -1.970062e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -19702150.000000 Penalty: 13924.232422
	Iteration 16Q: 3 clusters Score -1.970215e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -19703582.000000 Penalty: 13924.232422
	Iteration 17Q: 3 clusters Score -1.970358e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -19704790.000000 Penalty: 13924.232422
	Iteration 18Q: 3 clusters Score -1.970479e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -19705934.000000 Penalty: 13924.232422
	Iteration 19Q: 3 clusters Score -1.970593e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -19706908.000000 Penalty: 13924.232422
	Iteration 20F: 3 clusters Score -1.970691e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -19707698.000000 Penalty: 13924.232422
	Iteration 21Q: 3 clusters Score -1.97077e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -19708318.000000 Penalty: 13924.232422
	Iteration 22Q: 3 clusters Score -1.970832e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83735 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -19708714.000000 Penalty: 13924.232422
	Iteration 23Q: 3 clusters Score -1.970871e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -19708996.000000 Penalty: 13924.232422
	Iteration 24Q: 3 clusters Score -1.9709e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -19709154.000000 Penalty: 13924.232422
	Iteration 25Q: 3 clusters Score -1.970915e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -19709308.000000 Penalty: 13924.232422
	Iteration 26Q: 3 clusters Score -1.970931e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -19709420.000000 Penalty: 13924.232422
	Iteration 27Q: 3 clusters Score -1.970942e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -19709542.000000 Penalty: 13924.232422
	Iteration 28Q: 3 clusters Score -1.970954e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -19709546.000000 Penalty: 13924.232422
	Iteration 29Q: 3 clusters Score -1.970955e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -19709616.000000 Penalty: 13924.232422
	Iteration 30Q: 3 clusters Score -1.970962e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85029 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -19709630.000000 Penalty: 13924.232422
	Iteration 31Q: 3 clusters Score -1.970963e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -19709634.000000 Penalty: 13924.232422
	Iteration 32Q: 3 clusters Score -1.970963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85072 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -19709620.000000 Penalty: 13924.232422
	Iteration 33Q: 3 clusters Score -1.970962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -19709654.000000 Penalty: 13924.232422
	Iteration 34Q: 3 clusters Score -1.970965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -19709664.000000 Penalty: 13924.232422
	Iteration 35Q: 3 clusters Score -1.970966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -19709628.000000 Penalty: 13924.232422
	Iteration 36Q: 3 clusters Score -1.970963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85103 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -19709666.000000 Penalty: 13924.232422
	Iteration 37Q: 3 clusters Score -1.970967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -19709680.000000 Penalty: 13924.232422
	Iteration 38Q: 3 clusters Score -1.970968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19709684.000000 Penalty: 13924.232422
	Iteration 39Q: 3 clusters Score -1.970968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19709700.000000 Penalty: 13924.232422
	Iteration 40F: 3 clusters Score -1.97097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -19709720.000000 Penalty: 13924.232422
	Iteration 41Q: 3 clusters Score -1.970972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -19709734.000000 Penalty: 13924.232422
	Iteration 42Q: 3 clusters Score -1.970973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -19709734.000000 Penalty: 13924.232422
	Iteration 43Q: 3 clusters Score -1.970973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -19709740.000000 Penalty: 13924.232422
	Iteration 44Q: 3 clusters Score -1.970974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -19709768.000000 Penalty: 13924.232422
	Iteration 45Q: 3 clusters Score -1.970977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -19709772.000000 Penalty: 13924.232422
	Iteration 46Q: 3 clusters Score -1.970977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -19709774.000000 Penalty: 13924.232422
	Iteration 47Q: 3 clusters Score -1.970977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19709768.000000 Penalty: 13924.232422
	Iteration 48Q: 3 clusters Score -1.970977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -19709782.000000 Penalty: 13924.232422
	Iteration 49Q: 3 clusters Score -1.970978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -19709782.000000 Penalty: 13924.232422
	Iteration 50Q: 3 clusters Score -1.970978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -19709768.000000 Penalty: 13924.232422
	Iteration 51Q: 3 clusters Score -1.970977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -19709752.000000 Penalty: 13924.232422
	Iteration 52Q: 3 clusters Score -1.970975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -19709756.000000 Penalty: 13924.232422
	Iteration 53Q: 3 clusters Score -1.970976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -19709768.000000 Penalty: 13924.232422
	Iteration 54Q: 3 clusters Score -1.970977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -19709768.000000 Penalty: 13924.232422
	Iteration 55F: 3 clusters Score -1.970977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Entering Unmasked Estep 
Score: -10185621.000000 Penalty: 6554.193848
	Iteration 0F: 2 clusters Score -1.018562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -10153529.000000 Penalty: 13108.387695
	Iteration 0F: 3 clusters Score -1.015353e+07 nChanged 19368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -10163843.000000 Penalty: 13108.387695
	Iteration 1F: 3 clusters Score -1.016384e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -10164819.000000 Penalty: 13108.387695
	Iteration 2F: 3 clusters Score -1.016482e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -10165693.000000 Penalty: 13108.387695
	Iteration 3Q: 3 clusters Score -1.016569e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -10166668.000000 Penalty: 13108.387695
	Iteration 4Q: 3 clusters Score -1.016667e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -10167735.000000 Penalty: 13108.387695
	Iteration 5Q: 3 clusters Score -1.016774e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -10169237.000000 Penalty: 13108.387695
	Iteration 6F: 3 clusters Score -1.016924e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -10171133.000000 Penalty: 13108.387695
	Iteration 7F: 3 clusters Score -1.017113e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -10173154.000000 Penalty: 13108.387695
	Iteration 8F: 3 clusters Score -1.017315e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -10175235.000000 Penalty: 13108.387695
	Iteration 9F: 3 clusters Score -1.017524e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -10176850.000000 Penalty: 13108.387695
	Iteration 10Q: 3 clusters Score -1.017685e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -10178151.000000 Penalty: 13108.387695
	Iteration 11Q: 3 clusters Score -1.017815e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -10179035.000000 Penalty: 13108.387695
	Iteration 12Q: 3 clusters Score -1.017904e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -10179597.000000 Penalty: 13108.387695
	Iteration 13Q: 3 clusters Score -1.01796e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -10180004.000000 Penalty: 13108.387695
	Iteration 14Q: 3 clusters Score -1.018e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -10180335.000000 Penalty: 13108.387695
	Iteration 15Q: 3 clusters Score -1.018034e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -10180618.000000 Penalty: 13108.387695
	Iteration 16Q: 3 clusters Score -1.018062e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -10180859.000000 Penalty: 13108.387695
	Iteration 17Q: 3 clusters Score -1.018086e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -10181108.000000 Penalty: 13108.387695
	Iteration 18Q: 3 clusters Score -1.018111e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -10181331.000000 Penalty: 13108.387695
	Iteration 19Q: 3 clusters Score -1.018133e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -10181485.000000 Penalty: 13108.387695
	Iteration 20F: 3 clusters Score -1.018148e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -10181582.000000 Penalty: 13108.387695
	Iteration 21Q: 3 clusters Score -1.018158e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -10181614.000000 Penalty: 13108.387695
	Iteration 22Q: 3 clusters Score -1.018161e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -10181649.000000 Penalty: 13108.387695
	Iteration 23Q: 3 clusters Score -1.018165e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -10181656.000000 Penalty: 13108.387695
	Iteration 24Q: 3 clusters Score -1.018166e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -10181647.000000 Penalty: 13108.387695
	Iteration 25Q: 3 clusters Score -1.018165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -10181652.000000 Penalty: 13108.387695
	Iteration 26Q: 3 clusters Score -1.018165e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -10181652.000000 Penalty: 13108.387695
	Iteration 27Q: 3 clusters Score -1.018165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -10181661.000000 Penalty: 13108.387695
	Iteration 28Q: 3 clusters Score -1.018166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -10181664.000000 Penalty: 13108.387695
	Iteration 29Q: 3 clusters Score -1.018166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -10181680.000000 Penalty: 13108.387695
	Iteration 30Q: 3 clusters Score -1.018168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -10181685.000000 Penalty: 13108.387695
	Iteration 31Q: 3 clusters Score -1.018168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -10181681.000000 Penalty: 13108.387695
	Iteration 32Q: 3 clusters Score -1.018168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -10181684.000000 Penalty: 13108.387695
	Iteration 33Q: 3 clusters Score -1.018168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -10181683.000000 Penalty: 13108.387695
	Iteration 34Q: 3 clusters Score -1.018168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -10181681.000000 Penalty: 13108.387695
	Iteration 35Q: 3 clusters Score -1.018168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -10181688.000000 Penalty: 13108.387695
	Iteration 36Q: 3 clusters Score -1.018169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -10181676.000000 Penalty: 13108.387695
	Iteration 37Q: 3 clusters Score -1.018168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -10181686.000000 Penalty: 13108.387695
	Iteration 38Q: 3 clusters Score -1.018169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -10181686.000000 Penalty: 13108.387695
	Iteration 39Q: 3 clusters Score -1.018169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -10181686.000000 Penalty: 13108.387695
	Iteration 40F: 3 clusters Score -1.018169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Entering Unmasked Estep 
Score: -1355090.500000 Penalty: 5314.200684
	Iteration 0F: 2 clusters Score -1355090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1347519.875000 Penalty: 10628.401367
	Iteration 0F: 3 clusters Score -1347520 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1348742.000000 Penalty: 10628.401367
	Iteration 1F: 3 clusters Score -1348742 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1349019.875000 Penalty: 10628.401367
	Iteration 2F: 3 clusters Score -1349020 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1349170.000000 Penalty: 10628.401367
	Iteration 3Q: 3 clusters Score -1349170 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1349258.625000 Penalty: 10628.401367
	Iteration 4Q: 3 clusters Score -1349259 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1349322.250000 Penalty: 10628.401367
	Iteration 5Q: 3 clusters Score -1349322 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1349384.625000 Penalty: 10628.401367
	Iteration 6Q: 3 clusters Score -1349385 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1349423.625000 Penalty: 10628.401367
	Iteration 7Q: 3 clusters Score -1349424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1349455.250000 Penalty: 10628.401367
	Iteration 8Q: 3 clusters Score -1349455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1349475.500000 Penalty: 10628.401367
	Iteration 9Q: 3 clusters Score -1349476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1349488.875000 Penalty: 10628.401367
	Iteration 10Q: 3 clusters Score -1349489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1349503.750000 Penalty: 10628.401367
	Iteration 11Q: 3 clusters Score -1349504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1349514.000000 Penalty: 10628.401367
	Iteration 12Q: 3 clusters Score -1349514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1349525.375000 Penalty: 10628.401367
	Iteration 13Q: 3 clusters Score -1349525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1349533.250000 Penalty: 10628.401367
	Iteration 14Q: 3 clusters Score -1349533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1349542.250000 Penalty: 10628.401367
	Iteration 15Q: 3 clusters Score -1349542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1349544.750000 Penalty: 10628.401367
	Iteration 16Q: 3 clusters Score -1349545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1349549.625000 Penalty: 10628.401367
	Iteration 17Q: 3 clusters Score -1349550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1349558.625000 Penalty: 10628.401367
	Iteration 18Q: 3 clusters Score -1349559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1349565.625000 Penalty: 10628.401367
	Iteration 19Q: 3 clusters Score -1349566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1349572.375000 Penalty: 10628.401367
	Iteration 20F: 3 clusters Score -1349572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1349578.625000 Penalty: 10628.401367
	Iteration 21Q: 3 clusters Score -1349579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1349582.250000 Penalty: 10628.401367
	Iteration 22Q: 3 clusters Score -1349582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1349587.125000 Penalty: 10628.401367
	Iteration 23Q: 3 clusters Score -1349587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1349591.250000 Penalty: 10628.401367
	Iteration 24Q: 3 clusters Score -1349591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1349596.500000 Penalty: 10628.401367
	Iteration 25Q: 3 clusters Score -1349596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1349601.250000 Penalty: 10628.401367
	Iteration 26Q: 3 clusters Score -1349601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1349604.375000 Penalty: 10628.401367
	Iteration 27Q: 3 clusters Score -1349604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1349610.625000 Penalty: 10628.401367
	Iteration 28Q: 3 clusters Score -1349611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1349610.625000 Penalty: 10628.401367
	Iteration 29Q: 3 clusters Score -1349611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1349613.750000 Penalty: 10628.401367
	Iteration 30Q: 3 clusters Score -1349614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1349616.500000 Penalty: 10628.401367
	Iteration 31Q: 3 clusters Score -1349616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1349616.875000 Penalty: 10628.401367
	Iteration 32Q: 3 clusters Score -1349617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1349621.750000 Penalty: 10628.401367
	Iteration 33Q: 3 clusters Score -1349622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1349619.875000 Penalty: 10628.401367
	Iteration 34Q: 3 clusters Score -1349620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1349624.000000 Penalty: 10628.401367
	Iteration 35Q: 3 clusters Score -1349624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1349629.125000 Penalty: 10628.401367
	Iteration 36Q: 3 clusters Score -1349629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1349631.875000 Penalty: 10628.401367
	Iteration 37Q: 3 clusters Score -1349632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1349634.125000 Penalty: 10628.401367
	Iteration 38Q: 3 clusters Score -1349634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1349634.375000 Penalty: 10628.401367
	Iteration 39Q: 3 clusters Score -1349634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1349634.125000 Penalty: 10628.401367
	Iteration 40F: 3 clusters Score -1349634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1349634.500000 Penalty: 10628.401367
	Iteration 41Q: 3 clusters Score -1349634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1349634.750000 Penalty: 10628.401367
	Iteration 42Q: 3 clusters Score -1349635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1349638.875000 Penalty: 10628.401367
	Iteration 43Q: 3 clusters Score -1349639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1349644.125000 Penalty: 10628.401367
	Iteration 44Q: 3 clusters Score -1349644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1349642.250000 Penalty: 10628.401367
	Iteration 45Q: 3 clusters Score -1349642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1349643.250000 Penalty: 10628.401367
	Iteration 46Q: 3 clusters Score -1349643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1349642.625000 Penalty: 10628.401367
	Iteration 47Q: 3 clusters Score -1349643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1349644.125000 Penalty: 10628.401367
	Iteration 48Q: 3 clusters Score -1349644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1349644.125000 Penalty: 10628.401367
	Iteration 49F: 3 clusters Score -1349644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -527317.187500 Penalty: 4779.854004
	Iteration 0F: 2 clusters Score -527317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -522186.406250 Penalty: 9559.708008
	Iteration 0F: 3 clusters Score -522186.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -523279.625000 Penalty: 9559.708008
	Iteration 1F: 3 clusters Score -523279.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -523940.000000 Penalty: 9559.708008
	Iteration 2F: 3 clusters Score -523940 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -524518.062500 Penalty: 9559.708008
	Iteration 3F: 3 clusters Score -524518.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -524915.250000 Penalty: 9559.708008
	Iteration 4F: 3 clusters Score -524915.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -525105.625000 Penalty: 9559.708008
	Iteration 5Q: 3 clusters Score -525105.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -525249.062500 Penalty: 9559.708008
	Iteration 6Q: 3 clusters Score -525249.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -525315.125000 Penalty: 9559.708008
	Iteration 7Q: 3 clusters Score -525315.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -525346.937500 Penalty: 9559.708008
	Iteration 8Q: 3 clusters Score -525346.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -525369.562500 Penalty: 9559.708008
	Iteration 9Q: 3 clusters Score -525369.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -525382.375000 Penalty: 9559.708008
	Iteration 10Q: 3 clusters Score -525382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -525390.687500 Penalty: 9559.708008
	Iteration 11Q: 3 clusters Score -525390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -525393.500000 Penalty: 9559.708008
	Iteration 12Q: 3 clusters Score -525393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -525394.375000 Penalty: 9559.708008
	Iteration 13Q: 3 clusters Score -525394.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -525396.000000 Penalty: 9559.708008
	Iteration 14Q: 3 clusters Score -525396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -525400.250000 Penalty: 9559.708008
	Iteration 15Q: 3 clusters Score -525400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -525402.250000 Penalty: 9559.708008
	Iteration 16Q: 3 clusters Score -525402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -525402.250000 Penalty: 9559.708008
	Iteration 17F: 3 clusters Score -525402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Entering Unmasked Estep 
Score: -8650419.000000 Penalty: 6455.675781
	Iteration 0F: 2 clusters Score -8650419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -8622642.000000 Penalty: 12911.351562
	Iteration 0F: 3 clusters Score -8622642 nChanged 16265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -8631020.000000 Penalty: 12911.351562
	Iteration 1F: 3 clusters Score -8631020 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -8631848.000000 Penalty: 12911.351562
	Iteration 2F: 3 clusters Score -8631848 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -8632500.000000 Penalty: 12911.351562
	Iteration 3Q: 3 clusters Score -8632500 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -8632976.000000 Penalty: 12911.351562
	Iteration 4Q: 3 clusters Score -8632976 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -8633444.000000 Penalty: 12911.351562
	Iteration 5Q: 3 clusters Score -8633444 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -8633950.000000 Penalty: 12911.351562
	Iteration 6Q: 3 clusters Score -8633950 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -8634511.000000 Penalty: 12911.351562
	Iteration 7Q: 3 clusters Score -8634511 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -8635179.000000 Penalty: 12911.351562
	Iteration 8Q: 3 clusters Score -8635179 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -8636006.000000 Penalty: 12911.351562
	Iteration 9Q: 3 clusters Score -8636006 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -8637069.000000 Penalty: 12911.351562
	Iteration 10Q: 3 clusters Score -8637069 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -8638354.000000 Penalty: 12911.351562
	Iteration 11Q: 3 clusters Score -8638354 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -8639804.000000 Penalty: 12911.351562
	Iteration 12F: 3 clusters Score -8639804 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8641224.000000 Penalty: 12911.351562
	Iteration 13Q: 3 clusters Score -8641224 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -8642398.000000 Penalty: 12911.351562
	Iteration 14Q: 3 clusters Score -8642398 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8643201.000000 Penalty: 12911.351562
	Iteration 15Q: 3 clusters Score -8643201 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8643761.000000 Penalty: 12911.351562
	Iteration 16Q: 3 clusters Score -8643761 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8644112.000000 Penalty: 12911.351562
	Iteration 17Q: 3 clusters Score -8644112 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8644331.000000 Penalty: 12911.351562
	Iteration 18Q: 3 clusters Score -8644331 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8644482.000000 Penalty: 12911.351562
	Iteration 19Q: 3 clusters Score -8644482 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8644590.000000 Penalty: 12911.351562
	Iteration 20F: 3 clusters Score -8644590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8644660.000000 Penalty: 12911.351562
	Iteration 21Q: 3 clusters Score -8644660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8644672.000000 Penalty: 12911.351562
	Iteration 22Q: 3 clusters Score -8644672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8644708.000000 Penalty: 12911.351562
	Iteration 23Q: 3 clusters Score -8644708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8644710.000000 Penalty: 12911.351562
	Iteration 24Q: 3 clusters Score -8644710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8644716.000000 Penalty: 12911.351562
	Iteration 25Q: 3 clusters Score -8644716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8644722.000000 Penalty: 12911.351562
	Iteration 26Q: 3 clusters Score -8644722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8644733.000000 Penalty: 12911.351562
	Iteration 27Q: 3 clusters Score -8644733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8644733.000000 Penalty: 12911.351562
	Iteration 28F: 3 clusters Score -8644733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 15779 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108554 members 
Mstep: Class 6 contains 63512 members 
Mstep: Class 7 contains 13801 members 
Mstep: Class 8 contains 124120 members 
Mstep: Class 9 contains 42562 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59716 members 
Mstep: Class 12 contains 17322 members 
Mstep: Class 13 contains 131309 members 
Mstep: Class 14 contains 38504 members 
Mstep: Class 15 contains 71837 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74380 members 
Mstep: Class 18 contains 58229 members 
Mstep: Class 19 contains 20871 members 
Mstep: Class 20 contains 86398 members 
Mstep: Class 21 contains 44388 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441024.000000 Penalty: 205980.281250
Iteration 159Q: 25 clusters Score -2.72441e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 15779 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108551 members 
Mstep: Class 6 contains 63512 members 
Mstep: Class 7 contains 13801 members 
Mstep: Class 8 contains 124083 members 
Mstep: Class 9 contains 42563 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 131309 members 
Mstep: Class 14 contains 38500 members 
Mstep: Class 15 contains 71831 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74376 members 
Mstep: Class 18 contains 58229 members 
Mstep: Class 19 contains 20871 members 
Mstep: Class 20 contains 86401 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440992.000000 Penalty: 205980.281250
Iteration 160F: 25 clusters Score -2.72441e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 15780 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108550 members 
Mstep: Class 6 contains 63508 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 124025 members 
Mstep: Class 9 contains 42563 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 131307 members 
Mstep: Class 14 contains 38500 members 
Mstep: Class 15 contains 71829 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74371 members 
Mstep: Class 18 contains 58228 members 
Mstep: Class 19 contains 20871 members 
Mstep: Class 20 contains 86402 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440960.000000 Penalty: 205980.281250
Iteration 161Q: 25 clusters Score -2.72441e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 15780 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108545 members 
Mstep: Class 6 contains 63507 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 123982 members 
Mstep: Class 9 contains 42564 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17319 members 
Mstep: Class 13 contains 131305 members 
Mstep: Class 14 contains 38502 members 
Mstep: Class 15 contains 71829 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74367 members 
Mstep: Class 18 contains 58226 members 
Mstep: Class 19 contains 20871 members 
Mstep: Class 20 contains 86404 members 
Mstep: Class 21 contains 44391 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 37967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440992.000000 Penalty: 205980.281250
Iteration 162Q: 25 clusters Score -2.72441e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 15781 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108541 members 
Mstep: Class 6 contains 63507 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 123935 members 
Mstep: Class 9 contains 42565 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17321 members 
Mstep: Class 13 contains 131305 members 
Mstep: Class 14 contains 38503 members 
Mstep: Class 15 contains 71830 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74364 members 
Mstep: Class 18 contains 58226 members 
Mstep: Class 19 contains 20873 members 
Mstep: Class 20 contains 86407 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441248.000000 Penalty: 205980.281250
Iteration 163Q: 25 clusters Score -2.724412e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108538 members 
Mstep: Class 6 contains 63508 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 123899 members 
Mstep: Class 9 contains 42566 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 131304 members 
Mstep: Class 14 contains 38505 members 
Mstep: Class 15 contains 71833 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74359 members 
Mstep: Class 18 contains 58224 members 
Mstep: Class 19 contains 20875 members 
Mstep: Class 20 contains 86408 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441312.000000 Penalty: 205980.281250
Iteration 164Q: 25 clusters Score -2.724413e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 15784 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108537 members 
Mstep: Class 6 contains 63509 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 123858 members 
Mstep: Class 9 contains 42569 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 131306 members 
Mstep: Class 14 contains 38502 members 
Mstep: Class 15 contains 71831 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74352 members 
Mstep: Class 18 contains 58224 members 
Mstep: Class 19 contains 20876 members 
Mstep: Class 20 contains 86409 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441216.000000 Penalty: 205980.281250
Iteration 165Q: 25 clusters Score -2.724412e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15784 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108535 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13801 members 
Mstep: Class 8 contains 123810 members 
Mstep: Class 9 contains 42570 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59712 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 131306 members 
Mstep: Class 14 contains 38501 members 
Mstep: Class 15 contains 71829 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74348 members 
Mstep: Class 18 contains 58223 members 
Mstep: Class 19 contains 20874 members 
Mstep: Class 20 contains 86414 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441312.000000 Penalty: 205980.281250
Iteration 166Q: 25 clusters Score -2.724413e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 15784 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108528 members 
Mstep: Class 6 contains 63518 members 
Mstep: Class 7 contains 13802 members 
Mstep: Class 8 contains 123764 members 
Mstep: Class 9 contains 42571 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17319 members 
Mstep: Class 13 contains 131307 members 
Mstep: Class 14 contains 38498 members 
Mstep: Class 15 contains 71830 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74340 members 
Mstep: Class 18 contains 58222 members 
Mstep: Class 19 contains 20874 members 
Mstep: Class 20 contains 86418 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441536.000000 Penalty: 205980.281250
Iteration 167Q: 25 clusters Score -2.724415e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 15784 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108527 members 
Mstep: Class 6 contains 63518 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 123719 members 
Mstep: Class 9 contains 42572 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59712 members 
Mstep: Class 12 contains 17319 members 
Mstep: Class 13 contains 131307 members 
Mstep: Class 14 contains 38495 members 
Mstep: Class 15 contains 71829 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74334 members 
Mstep: Class 18 contains 58222 members 
Mstep: Class 19 contains 20874 members 
Mstep: Class 20 contains 86420 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441376.000000 Penalty: 205980.281250
Iteration 168Q: 25 clusters Score -2.724414e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 15784 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108526 members 
Mstep: Class 6 contains 63518 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 123677 members 
Mstep: Class 9 contains 42574 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17319 members 
Mstep: Class 13 contains 131307 members 
Mstep: Class 14 contains 38493 members 
Mstep: Class 15 contains 71829 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74324 members 
Mstep: Class 18 contains 58222 members 
Mstep: Class 19 contains 20874 members 
Mstep: Class 20 contains 86420 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 5863 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441408.000000 Penalty: 205980.281250
Iteration 169Q: 25 clusters Score -2.724414e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 15785 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108522 members 
Mstep: Class 6 contains 63517 members 
Mstep: Class 7 contains 13799 members 
Mstep: Class 8 contains 123635 members 
Mstep: Class 9 contains 42576 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17317 members 
Mstep: Class 13 contains 131306 members 
Mstep: Class 14 contains 38495 members 
Mstep: Class 15 contains 71828 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74316 members 
Mstep: Class 18 contains 58221 members 
Mstep: Class 19 contains 20874 members 
Mstep: Class 20 contains 86425 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441600.000000 Penalty: 205980.281250
Iteration 170Q: 25 clusters Score -2.724416e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 15785 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108521 members 
Mstep: Class 6 contains 63517 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123616 members 
Mstep: Class 9 contains 42578 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 131306 members 
Mstep: Class 14 contains 38494 members 
Mstep: Class 15 contains 71823 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74313 members 
Mstep: Class 18 contains 58217 members 
Mstep: Class 19 contains 20875 members 
Mstep: Class 20 contains 86428 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441536.000000 Penalty: 205980.281250
Iteration 171Q: 25 clusters Score -2.724415e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 15786 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108520 members 
Mstep: Class 6 contains 63518 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123595 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 131305 members 
Mstep: Class 14 contains 38496 members 
Mstep: Class 15 contains 71818 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74311 members 
Mstep: Class 18 contains 58215 members 
Mstep: Class 19 contains 20875 members 
Mstep: Class 20 contains 86428 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441632.000000 Penalty: 205980.281250
Iteration 172Q: 25 clusters Score -2.724416e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 15788 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108518 members 
Mstep: Class 6 contains 63517 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123583 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59716 members 
Mstep: Class 12 contains 17322 members 
Mstep: Class 13 contains 131304 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 71810 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74310 members 
Mstep: Class 18 contains 58215 members 
Mstep: Class 19 contains 20874 members 
Mstep: Class 20 contains 86430 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441408.000000 Penalty: 205980.281250
Iteration 173Q: 25 clusters Score -2.724414e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 15790 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108517 members 
Mstep: Class 6 contains 63517 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123573 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17322 members 
Mstep: Class 13 contains 131303 members 
Mstep: Class 14 contains 38489 members 
Mstep: Class 15 contains 71804 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74310 members 
Mstep: Class 18 contains 58213 members 
Mstep: Class 19 contains 20873 members 
Mstep: Class 20 contains 86432 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441376.000000 Penalty: 205980.281250
Iteration 174Q: 25 clusters Score -2.724414e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 15790 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108519 members 
Mstep: Class 6 contains 63516 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123571 members 
Mstep: Class 9 contains 42583 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59716 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 131302 members 
Mstep: Class 14 contains 38488 members 
Mstep: Class 15 contains 71801 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74306 members 
Mstep: Class 18 contains 58213 members 
Mstep: Class 19 contains 20873 members 
Mstep: Class 20 contains 86433 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441312.000000 Penalty: 205980.281250
Iteration 175Q: 25 clusters Score -2.724413e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 15790 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108519 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123551 members 
Mstep: Class 9 contains 42586 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59716 members 
Mstep: Class 12 contains 17321 members 
Mstep: Class 13 contains 131302 members 
Mstep: Class 14 contains 38487 members 
Mstep: Class 15 contains 71798 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74300 members 
Mstep: Class 18 contains 58216 members 
Mstep: Class 19 contains 20873 members 
Mstep: Class 20 contains 86433 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441312.000000 Penalty: 205980.281250
Iteration 176Q: 25 clusters Score -2.724413e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 15790 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108519 members 
Mstep: Class 6 contains 63516 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123532 members 
Mstep: Class 9 contains 42588 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59716 members 
Mstep: Class 12 contains 17321 members 
Mstep: Class 13 contains 131300 members 
Mstep: Class 14 contains 38487 members 
Mstep: Class 15 contains 71794 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74297 members 
Mstep: Class 18 contains 58220 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86434 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441472.000000 Penalty: 205980.281250
Iteration 177Q: 25 clusters Score -2.724415e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 15790 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108517 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123507 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59716 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 131300 members 
Mstep: Class 14 contains 38488 members 
Mstep: Class 15 contains 71791 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74293 members 
Mstep: Class 18 contains 58220 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86434 members 
Mstep: Class 21 contains 44391 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441408.000000 Penalty: 205980.281250
Iteration 178Q: 25 clusters Score -2.724414e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 15790 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108516 members 
Mstep: Class 6 contains 63516 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123490 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17322 members 
Mstep: Class 13 contains 131300 members 
Mstep: Class 14 contains 38487 members 
Mstep: Class 15 contains 71785 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74295 members 
Mstep: Class 18 contains 58219 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86434 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441504.000000 Penalty: 205980.281250
Iteration 179Q: 25 clusters Score -2.724415e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123474 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17323 members 
Mstep: Class 13 contains 131300 members 
Mstep: Class 14 contains 38485 members 
Mstep: Class 15 contains 71784 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74295 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86435 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441568.000000 Penalty: 205980.281250
Iteration 180F: 25 clusters Score -2.724416e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123455 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 119089 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17323 members 
Mstep: Class 13 contains 131299 members 
Mstep: Class 14 contains 38485 members 
Mstep: Class 15 contains 71783 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74292 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86435 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441632.000000 Penalty: 205980.281250
Iteration 181Q: 25 clusters Score -2.724416e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123447 members 
Mstep: Class 9 contains 42589 members 
Mstep: Class 10 contains 119089 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131299 members 
Mstep: Class 14 contains 38483 members 
Mstep: Class 15 contains 71781 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74288 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86434 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441600.000000 Penalty: 205980.281250
Iteration 182Q: 25 clusters Score -2.724416e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123430 members 
Mstep: Class 9 contains 42589 members 
Mstep: Class 10 contains 119089 members 
Mstep: Class 11 contains 59712 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131296 members 
Mstep: Class 14 contains 38483 members 
Mstep: Class 15 contains 71776 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74285 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86434 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441472.000000 Penalty: 205980.281250
Iteration 183Q: 25 clusters Score -2.724415e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123419 members 
Mstep: Class 9 contains 42589 members 
Mstep: Class 10 contains 119089 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131296 members 
Mstep: Class 14 contains 38483 members 
Mstep: Class 15 contains 71774 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74280 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86434 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441536.000000 Penalty: 205980.281250
Iteration 184Q: 25 clusters Score -2.724415e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123405 members 
Mstep: Class 9 contains 42589 members 
Mstep: Class 10 contains 119089 members 
Mstep: Class 11 contains 59712 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131295 members 
Mstep: Class 14 contains 38485 members 
Mstep: Class 15 contains 71774 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74281 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86435 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441504.000000 Penalty: 205980.281250
Iteration 185Q: 25 clusters Score -2.724415e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123395 members 
Mstep: Class 9 contains 42589 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17324 members 
Mstep: Class 13 contains 131295 members 
Mstep: Class 14 contains 38485 members 
Mstep: Class 15 contains 71775 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74277 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86435 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441536.000000 Penalty: 205980.281250
Iteration 186Q: 25 clusters Score -2.724415e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123392 members 
Mstep: Class 9 contains 42589 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17324 members 
Mstep: Class 13 contains 131296 members 
Mstep: Class 14 contains 38483 members 
Mstep: Class 15 contains 71775 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74277 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441472.000000 Penalty: 205980.281250
Iteration 187Q: 25 clusters Score -2.724415e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123381 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59712 members 
Mstep: Class 12 contains 17324 members 
Mstep: Class 13 contains 131295 members 
Mstep: Class 14 contains 38483 members 
Mstep: Class 15 contains 71774 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74276 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441536.000000 Penalty: 205980.281250
Iteration 188Q: 25 clusters Score -2.724415e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123368 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59712 members 
Mstep: Class 12 contains 17324 members 
Mstep: Class 13 contains 131293 members 
Mstep: Class 14 contains 38482 members 
Mstep: Class 15 contains 71775 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74277 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441568.000000 Penalty: 205980.281250
Iteration 189Q: 25 clusters Score -2.724416e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63514 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123357 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59712 members 
Mstep: Class 12 contains 17324 members 
Mstep: Class 13 contains 131291 members 
Mstep: Class 14 contains 38481 members 
Mstep: Class 15 contains 71774 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74277 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441568.000000 Penalty: 205980.281250
Iteration 190Q: 25 clusters Score -2.724416e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123337 members 
Mstep: Class 9 contains 42591 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59711 members 
Mstep: Class 12 contains 17324 members 
Mstep: Class 13 contains 131292 members 
Mstep: Class 14 contains 38482 members 
Mstep: Class 15 contains 71774 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74276 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441632.000000 Penalty: 205980.281250
Iteration 191Q: 25 clusters Score -2.724416e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123321 members 
Mstep: Class 9 contains 42591 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59711 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131294 members 
Mstep: Class 14 contains 38480 members 
Mstep: Class 15 contains 71775 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74276 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441632.000000 Penalty: 205980.281250
Iteration 192Q: 25 clusters Score -2.724416e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123310 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131294 members 
Mstep: Class 14 contains 38480 members 
Mstep: Class 15 contains 71775 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74275 members 
Mstep: Class 18 contains 58219 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441600.000000 Penalty: 205980.281250
Iteration 193Q: 25 clusters Score -2.724416e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63516 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123298 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131294 members 
Mstep: Class 14 contains 38479 members 
Mstep: Class 15 contains 71774 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74273 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20871 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441664.000000 Penalty: 205980.281250
Iteration 194Q: 25 clusters Score -2.724417e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63518 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123290 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131295 members 
Mstep: Class 14 contains 38478 members 
Mstep: Class 15 contains 71772 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74271 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441728.000000 Penalty: 205980.281250
Iteration 195Q: 25 clusters Score -2.724417e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63517 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123283 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131296 members 
Mstep: Class 14 contains 38478 members 
Mstep: Class 15 contains 71771 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74270 members 
Mstep: Class 18 contains 58216 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44394 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441728.000000 Penalty: 205980.281250
Iteration 196Q: 25 clusters Score -2.724417e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33625 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63517 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123278 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131295 members 
Mstep: Class 14 contains 38478 members 
Mstep: Class 15 contains 71772 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74270 members 
Mstep: Class 18 contains 58216 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44394 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441824.000000 Penalty: 205980.281250
Iteration 197Q: 25 clusters Score -2.724418e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63517 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123272 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131295 members 
Mstep: Class 14 contains 38479 members 
Mstep: Class 15 contains 71772 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74270 members 
Mstep: Class 18 contains 58216 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44395 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441728.000000 Penalty: 205980.281250
Iteration 198Q: 25 clusters Score -2.724417e+08 nChanged 7
Entering ConstructFrom: 
Score: -272441728.000000 Penalty: 205980.281250
Entering ConstructFrom: 
Trying to split cluster 1 (30140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Entering Unmasked Estep 
Score: -6874104.000000 Penalty: 6317.084961
	Iteration 0F: 2 clusters Score -6874104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -6851068.500000 Penalty: 12634.169922
	Iteration 0F: 3 clusters Score -6851068 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -6857749.500000 Penalty: 12634.169922
	Iteration 1F: 3 clusters Score -6857750 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -6858427.000000 Penalty: 12634.169922
	Iteration 2F: 3 clusters Score -6858427 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -6858871.500000 Penalty: 12634.169922
	Iteration 3Q: 3 clusters Score -6858872 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -6859154.000000 Penalty: 12634.169922
	Iteration 4Q: 3 clusters Score -6859154 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -6859401.500000 Penalty: 12634.169922
	Iteration 5Q: 3 clusters Score -6859402 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -6859625.000000 Penalty: 12634.169922
	Iteration 6Q: 3 clusters Score -6859625 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -6859821.000000 Penalty: 12634.169922
	Iteration 7Q: 3 clusters Score -6859821 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -6859960.000000 Penalty: 12634.169922
	Iteration 8Q: 3 clusters Score -6859960 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -6860128.500000 Penalty: 12634.169922
	Iteration 9Q: 3 clusters Score -6860128 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -6860325.000000 Penalty: 12634.169922
	Iteration 10Q: 3 clusters Score -6860325 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -6860504.500000 Penalty: 12634.169922
	Iteration 11Q: 3 clusters Score -6860504 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -6860712.000000 Penalty: 12634.169922
	Iteration 12Q: 3 clusters Score -6860712 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -6860977.500000 Penalty: 12634.169922
	Iteration 13Q: 3 clusters Score -6860978 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -6861350.000000 Penalty: 12634.169922
	Iteration 14Q: 3 clusters Score -6861350 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -6861835.500000 Penalty: 12634.169922
	Iteration 15Q: 3 clusters Score -6861836 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -6862436.000000 Penalty: 12634.169922
	Iteration 16Q: 3 clusters Score -6862436 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -6863209.000000 Penalty: 12634.169922
	Iteration 17Q: 3 clusters Score -6863209 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -6864139.500000 Penalty: 12634.169922
	Iteration 18Q: 3 clusters Score -6864140 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -6865146.000000 Penalty: 12634.169922
	Iteration 19Q: 3 clusters Score -6865146 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -6866064.000000 Penalty: 12634.169922
	Iteration 20F: 3 clusters Score -6866064 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -6866867.000000 Penalty: 12634.169922
	Iteration 21Q: 3 clusters Score -6866867 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -6867487.500000 Penalty: 12634.169922
	Iteration 22Q: 3 clusters Score -6867488 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -6867863.500000 Penalty: 12634.169922
	Iteration 23Q: 3 clusters Score -6867864 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -6868115.000000 Penalty: 12634.169922
	Iteration 24Q: 3 clusters Score -6868115 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -6868263.000000 Penalty: 12634.169922
	Iteration 25Q: 3 clusters Score -6868263 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -6868371.000000 Penalty: 12634.169922
	Iteration 26Q: 3 clusters Score -6868371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -6868433.500000 Penalty: 12634.169922
	Iteration 27Q: 3 clusters Score -6868434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -6868472.500000 Penalty: 12634.169922
	Iteration 28Q: 3 clusters Score -6868472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -6868521.000000 Penalty: 12634.169922
	Iteration 29Q: 3 clusters Score -6868521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -6868557.000000 Penalty: 12634.169922
	Iteration 30Q: 3 clusters Score -6868557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -6868587.000000 Penalty: 12634.169922
	Iteration 31Q: 3 clusters Score -6868587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -6868616.500000 Penalty: 12634.169922
	Iteration 32Q: 3 clusters Score -6868616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -6868645.000000 Penalty: 12634.169922
	Iteration 33Q: 3 clusters Score -6868645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -6868644.000000 Penalty: 12634.169922
	Iteration 34Q: 3 clusters Score -6868644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -6868651.500000 Penalty: 12634.169922
	Iteration 35Q: 3 clusters Score -6868652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -6868657.500000 Penalty: 12634.169922
	Iteration 36Q: 3 clusters Score -6868658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -6868667.000000 Penalty: 12634.169922
	Iteration 37Q: 3 clusters Score -6868667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -6868667.500000 Penalty: 12634.169922
	Iteration 38Q: 3 clusters Score -6868668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -6868669.000000 Penalty: 12634.169922
	Iteration 39Q: 3 clusters Score -6868669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -6868670.000000 Penalty: 12634.169922
	Iteration 40F: 3 clusters Score -6868670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -6868674.000000 Penalty: 12634.169922
	Iteration 41Q: 3 clusters Score -6868674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -6868685.500000 Penalty: 12634.169922
	Iteration 42Q: 3 clusters Score -6868686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -6868688.500000 Penalty: 12634.169922
	Iteration 43Q: 3 clusters Score -6868688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -6868700.000000 Penalty: 12634.169922
	Iteration 44Q: 3 clusters Score -6868700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -6868705.500000 Penalty: 12634.169922
	Iteration 45Q: 3 clusters Score -6868706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -6868707.500000 Penalty: 12634.169922
	Iteration 46Q: 3 clusters Score -6868708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -6868707.500000 Penalty: 12634.169922
	Iteration 47F: 3 clusters Score -6868708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Entering Unmasked Estep 
Score: -3622059.000000 Penalty: 5921.157227
	Iteration 0F: 2 clusters Score -3622059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3608141.250000 Penalty: 11842.314453
	Iteration 0F: 3 clusters Score -3608141 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3611407.750000 Penalty: 11842.314453
	Iteration 1F: 3 clusters Score -3611408 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3611977.500000 Penalty: 11842.314453
	Iteration 2F: 3 clusters Score -3611978 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -3612371.750000 Penalty: 11842.314453
	Iteration 3Q: 3 clusters Score -3612372 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3612572.000000 Penalty: 11842.314453
	Iteration 4Q: 3 clusters Score -3612572 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3612747.500000 Penalty: 11842.314453
	Iteration 5Q: 3 clusters Score -3612748 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -3612852.250000 Penalty: 11842.314453
	Iteration 6Q: 3 clusters Score -3612852 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3612957.250000 Penalty: 11842.314453
	Iteration 7Q: 3 clusters Score -3612957 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -3613038.750000 Penalty: 11842.314453
	Iteration 8Q: 3 clusters Score -3613039 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3613132.000000 Penalty: 11842.314453
	Iteration 9Q: 3 clusters Score -3613132 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3613222.750000 Penalty: 11842.314453
	Iteration 10Q: 3 clusters Score -3613223 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3613309.500000 Penalty: 11842.314453
	Iteration 11Q: 3 clusters Score -3613310 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3613403.000000 Penalty: 11842.314453
	Iteration 12Q: 3 clusters Score -3613403 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3613522.750000 Penalty: 11842.314453
	Iteration 13Q: 3 clusters Score -3613523 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -3613607.500000 Penalty: 11842.314453
	Iteration 14Q: 3 clusters Score -3613608 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3613715.250000 Penalty: 11842.314453
	Iteration 15Q: 3 clusters Score -3613715 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3613834.250000 Penalty: 11842.314453
	Iteration 16Q: 3 clusters Score -3613834 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3613946.750000 Penalty: 11842.314453
	Iteration 17Q: 3 clusters Score -3613947 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3614070.000000 Penalty: 11842.314453
	Iteration 18Q: 3 clusters Score -3614070 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3614204.750000 Penalty: 11842.314453
	Iteration 19Q: 3 clusters Score -3614205 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3614388.250000 Penalty: 11842.314453
	Iteration 20F: 3 clusters Score -3614388 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3614565.250000 Penalty: 11842.314453
	Iteration 21Q: 3 clusters Score -3614565 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3614803.750000 Penalty: 11842.314453
	Iteration 22Q: 3 clusters Score -3614804 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3615054.000000 Penalty: 11842.314453
	Iteration 23Q: 3 clusters Score -3615054 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3615312.750000 Penalty: 11842.314453
	Iteration 24Q: 3 clusters Score -3615313 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3615553.250000 Penalty: 11842.314453
	Iteration 25Q: 3 clusters Score -3615553 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3615816.250000 Penalty: 11842.314453
	Iteration 26Q: 3 clusters Score -3615816 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3615996.500000 Penalty: 11842.314453
	Iteration 27Q: 3 clusters Score -3615996 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3616184.000000 Penalty: 11842.314453
	Iteration 28Q: 3 clusters Score -3616184 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3616297.500000 Penalty: 11842.314453
	Iteration 29Q: 3 clusters Score -3616298 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3616408.250000 Penalty: 11842.314453
	Iteration 30Q: 3 clusters Score -3616408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3616503.750000 Penalty: 11842.314453
	Iteration 31Q: 3 clusters Score -3616504 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3616595.000000 Penalty: 11842.314453
	Iteration 32Q: 3 clusters Score -3616595 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3616651.750000 Penalty: 11842.314453
	Iteration 33Q: 3 clusters Score -3616652 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3616712.750000 Penalty: 11842.314453
	Iteration 34Q: 3 clusters Score -3616713 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3616765.750000 Penalty: 11842.314453
	Iteration 35Q: 3 clusters Score -3616766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3616798.250000 Penalty: 11842.314453
	Iteration 36Q: 3 clusters Score -3616798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3616847.750000 Penalty: 11842.314453
	Iteration 37Q: 3 clusters Score -3616848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3616869.000000 Penalty: 11842.314453
	Iteration 38Q: 3 clusters Score -3616869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3616882.000000 Penalty: 11842.314453
	Iteration 39Q: 3 clusters Score -3616882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3616899.250000 Penalty: 11842.314453
	Iteration 40F: 3 clusters Score -3616899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3616905.250000 Penalty: 11842.314453
	Iteration 41Q: 3 clusters Score -3616905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3616913.500000 Penalty: 11842.314453
	Iteration 42Q: 3 clusters Score -3616914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3616913.000000 Penalty: 11842.314453
	Iteration 43Q: 3 clusters Score -3616913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3616925.250000 Penalty: 11842.314453
	Iteration 44Q: 3 clusters Score -3616925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3616934.250000 Penalty: 11842.314453
	Iteration 45Q: 3 clusters Score -3616934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3616933.000000 Penalty: 11842.314453
	Iteration 46Q: 3 clusters Score -3616933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3616941.500000 Penalty: 11842.314453
	Iteration 47Q: 3 clusters Score -3616942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3616942.250000 Penalty: 11842.314453
	Iteration 48Q: 3 clusters Score -3616942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3616943.000000 Penalty: 11842.314453
	Iteration 49Q: 3 clusters Score -3616943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3616950.000000 Penalty: 11842.314453
	Iteration 50Q: 3 clusters Score -3616950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3616951.250000 Penalty: 11842.314453
	Iteration 51Q: 3 clusters Score -3616951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3616951.500000 Penalty: 11842.314453
	Iteration 52Q: 3 clusters Score -3616952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3616957.750000 Penalty: 11842.314453
	Iteration 53Q: 3 clusters Score -3616958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3616962.500000 Penalty: 11842.314453
	Iteration 54Q: 3 clusters Score -3616962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3616964.500000 Penalty: 11842.314453
	Iteration 55Q: 3 clusters Score -3616964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3616970.000000 Penalty: 11842.314453
	Iteration 56Q: 3 clusters Score -3616970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3616967.500000 Penalty: 11842.314453
	Iteration 57Q: 3 clusters Score -3616968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3616965.500000 Penalty: 11842.314453
	Iteration 58Q: 3 clusters Score -3616966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3616970.000000 Penalty: 11842.314453
	Iteration 59Q: 3 clusters Score -3616970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3616970.000000 Penalty: 11842.314453
	Iteration 60F: 3 clusters Score -3616970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -217813.281250 Penalty: 4273.584961
	Iteration 0F: 2 clusters Score -217813.3 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 544 members 
Entering Unmasked Estep 
Score: -213858.390625 Penalty: 8547.169922
	Iteration 0F: 3 clusters Score -213858.4 nChanged 199
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: -214353.375000 Penalty: 8547.169922
	Iteration 1F: 3 clusters Score -214353.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -214567.968750 Penalty: 8547.169922
	Iteration 2Q: 3 clusters Score -214568 nChanged 45
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: -214772.906250 Penalty: 8547.169922
	Iteration 3Q: 3 clusters Score -214772.9 nChanged 41
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: -214865.421875 Penalty: 8547.169922
	Iteration 4Q: 3 clusters Score -214865.4 nChanged 26
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: -214937.421875 Penalty: 8547.169922
	Iteration 5Q: 3 clusters Score -214937.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -215008.609375 Penalty: 8547.169922
	Iteration 6Q: 3 clusters Score -215008.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -215101.406250 Penalty: 8547.169922
	Iteration 7Q: 3 clusters Score -215101.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -215269.218750 Penalty: 8547.169922
	Iteration 8Q: 3 clusters Score -215269.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -215406.359375 Penalty: 8547.169922
	Iteration 9Q: 3 clusters Score -215406.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -215575.968750 Penalty: 8547.169922
	Iteration 10Q: 3 clusters Score -215576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -215669.875000 Penalty: 8547.169922
	Iteration 11Q: 3 clusters Score -215669.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -215772.484375 Penalty: 8547.169922
	Iteration 12Q: 3 clusters Score -215772.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -215829.671875 Penalty: 8547.169922
	Iteration 13Q: 3 clusters Score -215829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -215890.859375 Penalty: 8547.169922
	Iteration 14Q: 3 clusters Score -215890.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -215930.734375 Penalty: 8547.169922
	Iteration 15Q: 3 clusters Score -215930.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -215934.765625 Penalty: 8547.169922
	Iteration 16Q: 3 clusters Score -215934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -216069.390625 Penalty: 8547.169922
	Iteration 17F: 3 clusters Score -216069.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -216468.796875 Penalty: 8547.169922
	Iteration 18Q: 3 clusters Score -216468.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -216594.875000 Penalty: 8547.169922
	Iteration 19Q: 3 clusters Score -216594.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -216645.718750 Penalty: 8547.169922
	Iteration 20F: 3 clusters Score -216645.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -216685.984375 Penalty: 8547.169922
	Iteration 21Q: 3 clusters Score -216686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -216721.125000 Penalty: 8547.169922
	Iteration 22Q: 3 clusters Score -216721.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -216766.625000 Penalty: 8547.169922
	Iteration 23Q: 3 clusters Score -216766.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -216782.218750 Penalty: 8547.169922
	Iteration 24Q: 3 clusters Score -216782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -216812.062500 Penalty: 8547.169922
	Iteration 25Q: 3 clusters Score -216812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -216833.656250 Penalty: 8547.169922
	Iteration 26Q: 3 clusters Score -216833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -216840.906250 Penalty: 8547.169922
	Iteration 27Q: 3 clusters Score -216840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -216840.906250 Penalty: 8547.169922
	Iteration 28F: 3 clusters Score -216840.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Entering Unmasked Estep 
Score: -7710383.500000 Penalty: 6384.084961
	Iteration 0F: 2 clusters Score -7710384 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 16855 members 
Entering Unmasked Estep 
Score: -7685457.000000 Penalty: 12768.169922
	Iteration 0F: 3 clusters Score -7685457 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -7692803.000000 Penalty: 12768.169922
	Iteration 1F: 3 clusters Score -7692803 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -7693682.000000 Penalty: 12768.169922
	Iteration 2F: 3 clusters Score -7693682 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -7694306.000000 Penalty: 12768.169922
	Iteration 3Q: 3 clusters Score -7694306 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -7694845.000000 Penalty: 12768.169922
	Iteration 4Q: 3 clusters Score -7694845 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -7695411.500000 Penalty: 12768.169922
	Iteration 5Q: 3 clusters Score -7695412 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -7695937.000000 Penalty: 12768.169922
	Iteration 6Q: 3 clusters Score -7695937 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -7696406.500000 Penalty: 12768.169922
	Iteration 7Q: 3 clusters Score -7696406 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -7696935.000000 Penalty: 12768.169922
	Iteration 8Q: 3 clusters Score -7696935 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -7697441.000000 Penalty: 12768.169922
	Iteration 9Q: 3 clusters Score -7697441 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -7697946.500000 Penalty: 12768.169922
	Iteration 10Q: 3 clusters Score -7697946 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -7698501.500000 Penalty: 12768.169922
	Iteration 11Q: 3 clusters Score -7698502 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -7698910.000000 Penalty: 12768.169922
	Iteration 12Q: 3 clusters Score -7698910 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -7699268.000000 Penalty: 12768.169922
	Iteration 13Q: 3 clusters Score -7699268 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -7699654.500000 Penalty: 12768.169922
	Iteration 14Q: 3 clusters Score -7699654 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -7699925.500000 Penalty: 12768.169922
	Iteration 15Q: 3 clusters Score -7699926 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -7700144.000000 Penalty: 12768.169922
	Iteration 16Q: 3 clusters Score -7700144 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -7700412.500000 Penalty: 12768.169922
	Iteration 17Q: 3 clusters Score -7700412 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -7700662.000000 Penalty: 12768.169922
	Iteration 18Q: 3 clusters Score -7700662 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -7700950.000000 Penalty: 12768.169922
	Iteration 19Q: 3 clusters Score -7700950 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -7701229.000000 Penalty: 12768.169922
	Iteration 20F: 3 clusters Score -7701229 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -7701548.000000 Penalty: 12768.169922
	Iteration 21Q: 3 clusters Score -7701548 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -7701886.500000 Penalty: 12768.169922
	Iteration 22Q: 3 clusters Score -7701886 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -7702330.000000 Penalty: 12768.169922
	Iteration 23Q: 3 clusters Score -7702330 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -7702941.000000 Penalty: 12768.169922
	Iteration 24Q: 3 clusters Score -7702941 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -7703765.500000 Penalty: 12768.169922
	Iteration 25Q: 3 clusters Score -7703766 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -7704509.500000 Penalty: 12768.169922
	Iteration 26Q: 3 clusters Score -7704510 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -7704991.500000 Penalty: 12768.169922
	Iteration 27Q: 3 clusters Score -7704992 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -7705356.000000 Penalty: 12768.169922
	Iteration 28Q: 3 clusters Score -7705356 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -7705613.500000 Penalty: 12768.169922
	Iteration 29Q: 3 clusters Score -7705614 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -7705801.500000 Penalty: 12768.169922
	Iteration 30Q: 3 clusters Score -7705802 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -7705930.000000 Penalty: 12768.169922
	Iteration 31Q: 3 clusters Score -7705930 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -7706050.500000 Penalty: 12768.169922
	Iteration 32Q: 3 clusters Score -7706050 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -7706179.000000 Penalty: 12768.169922
	Iteration 33Q: 3 clusters Score -7706179 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -7706301.500000 Penalty: 12768.169922
	Iteration 34Q: 3 clusters Score -7706302 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -7706407.500000 Penalty: 12768.169922
	Iteration 35Q: 3 clusters Score -7706408 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -7706570.500000 Penalty: 12768.169922
	Iteration 36Q: 3 clusters Score -7706570 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -7706695.500000 Penalty: 12768.169922
	Iteration 37Q: 3 clusters Score -7706696 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -7706915.500000 Penalty: 12768.169922
	Iteration 38Q: 3 clusters Score -7706916 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -7707095.000000 Penalty: 12768.169922
	Iteration 39Q: 3 clusters Score -7707095 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -7707339.000000 Penalty: 12768.169922
	Iteration 40F: 3 clusters Score -7707339 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -7707668.500000 Penalty: 12768.169922
	Iteration 41Q: 3 clusters Score -7707668 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -7708112.000000 Penalty: 12768.169922
	Iteration 42Q: 3 clusters Score -7708112 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -7708680.000000 Penalty: 12768.169922
	Iteration 43Q: 3 clusters Score -7708680 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -7709616.000000 Penalty: 12768.169922
	Iteration 44Q: 3 clusters Score -7709616 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -7710937.000000 Penalty: 12768.169922
	Iteration 45Q: 3 clusters Score -7710937 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -7712622.500000 Penalty: 12768.169922
	Iteration 46Q: 3 clusters Score -7712622 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -7713753.500000 Penalty: 12768.169922
	Iteration 47Q: 3 clusters Score -7713754 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -7714113.000000 Penalty: 12768.169922
	Iteration 48Q: 3 clusters Score -7714113 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -7714203.000000 Penalty: 12768.169922
	Iteration 49Q: 3 clusters Score -7714203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -7714217.500000 Penalty: 12768.169922
	Iteration 50Q: 3 clusters Score -7714218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -7714239.500000 Penalty: 12768.169922
	Iteration 51Q: 3 clusters Score -7714240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -7714235.000000 Penalty: 12768.169922
	Iteration 52Q: 3 clusters Score -7714235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -7714245.500000 Penalty: 12768.169922
	Iteration 53Q: 3 clusters Score -7714246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -7714242.500000 Penalty: 12768.169922
	Iteration 54Q: 3 clusters Score -7714242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -7714355.000000 Penalty: 12768.169922
	Iteration 55F: 3 clusters Score -7714355 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -7714385.000000 Penalty: 12768.169922
	Iteration 56Q: 3 clusters Score -7714385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -7714405.000000 Penalty: 12768.169922
	Iteration 57Q: 3 clusters Score -7714405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -7714424.500000 Penalty: 12768.169922
	Iteration 58Q: 3 clusters Score -7714424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -7714432.000000 Penalty: 12768.169922
	Iteration 59Q: 3 clusters Score -7714432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -7714439.000000 Penalty: 12768.169922
	Iteration 60F: 3 clusters Score -7714439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -7714425.500000 Penalty: 12768.169922
	Iteration 61Q: 3 clusters Score -7714426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -7714412.000000 Penalty: 12768.169922
	Iteration 62Q: 3 clusters Score -7714412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -7714417.500000 Penalty: 12768.169922
	Iteration 63Q: 3 clusters Score -7714418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -7714415.500000 Penalty: 12768.169922
	Iteration 64Q: 3 clusters Score -7714416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -7714415.500000 Penalty: 12768.169922
	Iteration 65F: 3 clusters Score -7714416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63516 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123267 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131295 members 
Mstep: Class 14 contains 38480 members 
Mstep: Class 15 contains 71772 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74269 members 
Mstep: Class 18 contains 58216 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44396 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 38826 members 
Mstep: Class 25 contains 16034 members 
Entering Unmasked Estep 
Score: -272445536.000000 Penalty: 214562.796875
Splitting cluster 4 changes total score from -272441728.000000 to -272445536.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (108514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Entering Unmasked Estep 
Score: -24920432.000000 Penalty: 7101.713379
	Iteration 0F: 2 clusters Score -2.492043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -24847980.000000 Penalty: 14203.426758
	Iteration 0F: 3 clusters Score -2.484798e+07 nChanged 49592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -24875452.000000 Penalty: 14203.426758
	Iteration 1F: 3 clusters Score -2.487545e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -24877586.000000 Penalty: 14203.426758
	Iteration 2Q: 3 clusters Score -2.487759e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -24880464.000000 Penalty: 14203.426758
	Iteration 3F: 3 clusters Score -2.488046e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -24884136.000000 Penalty: 14203.426758
	Iteration 4F: 3 clusters Score -2.488414e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -24888868.000000 Penalty: 14203.426758
	Iteration 5F: 3 clusters Score -2.488887e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -24894926.000000 Penalty: 14203.426758
	Iteration 6F: 3 clusters Score -2.489493e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -24901314.000000 Penalty: 14203.426758
	Iteration 7F: 3 clusters Score -2.490131e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -24907252.000000 Penalty: 14203.426758
	Iteration 8F: 3 clusters Score -2.490725e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90249 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -24912114.000000 Penalty: 14203.426758
	Iteration 9Q: 3 clusters Score -2.491211e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -24914638.000000 Penalty: 14203.426758
	Iteration 10Q: 3 clusters Score -2.491464e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -24916026.000000 Penalty: 14203.426758
	Iteration 11Q: 3 clusters Score -2.491603e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95702 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -24916820.000000 Penalty: 14203.426758
	Iteration 12Q: 3 clusters Score -2.491682e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -24917414.000000 Penalty: 14203.426758
	Iteration 13Q: 3 clusters Score -2.491741e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -24917648.000000 Penalty: 14203.426758
	Iteration 14Q: 3 clusters Score -2.491765e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -24917874.000000 Penalty: 14203.426758
	Iteration 15Q: 3 clusters Score -2.491787e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -24917988.000000 Penalty: 14203.426758
	Iteration 16Q: 3 clusters Score -2.491799e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -24918006.000000 Penalty: 14203.426758
	Iteration 17Q: 3 clusters Score -2.491801e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -24917998.000000 Penalty: 14203.426758
	Iteration 18Q: 3 clusters Score -2.4918e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -24918008.000000 Penalty: 14203.426758
	Iteration 19Q: 3 clusters Score -2.491801e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -24918138.000000 Penalty: 14203.426758
	Iteration 20F: 3 clusters Score -2.491814e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99036 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -24918146.000000 Penalty: 14203.426758
	Iteration 21Q: 3 clusters Score -2.491815e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99143 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -24918200.000000 Penalty: 14203.426758
	Iteration 22Q: 3 clusters Score -2.49182e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -24918232.000000 Penalty: 14203.426758
	Iteration 23Q: 3 clusters Score -2.491823e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -24918250.000000 Penalty: 14203.426758
	Iteration 24Q: 3 clusters Score -2.491825e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -24918222.000000 Penalty: 14203.426758
	Iteration 25Q: 3 clusters Score -2.491822e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -24918300.000000 Penalty: 14203.426758
	Iteration 26Q: 3 clusters Score -2.49183e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -24918342.000000 Penalty: 14203.426758
	Iteration 27Q: 3 clusters Score -2.491834e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -24918358.000000 Penalty: 14203.426758
	Iteration 28Q: 3 clusters Score -2.491836e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99719 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -24918334.000000 Penalty: 14203.426758
	Iteration 29Q: 3 clusters Score -2.491833e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99776 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -24918364.000000 Penalty: 14203.426758
	Iteration 30Q: 3 clusters Score -2.491836e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -24918398.000000 Penalty: 14203.426758
	Iteration 31Q: 3 clusters Score -2.49184e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99922 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -24918390.000000 Penalty: 14203.426758
	Iteration 32Q: 3 clusters Score -2.491839e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -24918432.000000 Penalty: 14203.426758
	Iteration 33Q: 3 clusters Score -2.491843e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100051 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -24918432.000000 Penalty: 14203.426758
	Iteration 34Q: 3 clusters Score -2.491843e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -24918462.000000 Penalty: 14203.426758
	Iteration 35Q: 3 clusters Score -2.491846e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -24918458.000000 Penalty: 14203.426758
	Iteration 36Q: 3 clusters Score -2.491846e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100249 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -24918462.000000 Penalty: 14203.426758
	Iteration 37Q: 3 clusters Score -2.491846e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100302 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -24918448.000000 Penalty: 14203.426758
	Iteration 38Q: 3 clusters Score -2.491845e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100348 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -24918460.000000 Penalty: 14203.426758
	Iteration 39Q: 3 clusters Score -2.491846e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100398 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -24918460.000000 Penalty: 14203.426758
	Iteration 40F: 3 clusters Score -2.491846e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -24918486.000000 Penalty: 14203.426758
	Iteration 41Q: 3 clusters Score -2.491849e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100483 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -24918466.000000 Penalty: 14203.426758
	Iteration 42Q: 3 clusters Score -2.491847e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -24918468.000000 Penalty: 14203.426758
	Iteration 43Q: 3 clusters Score -2.491847e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -24918496.000000 Penalty: 14203.426758
	Iteration 44Q: 3 clusters Score -2.49185e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -24918490.000000 Penalty: 14203.426758
	Iteration 45Q: 3 clusters Score -2.491849e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -24918520.000000 Penalty: 14203.426758
	Iteration 46Q: 3 clusters Score -2.491852e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -24918532.000000 Penalty: 14203.426758
	Iteration 47Q: 3 clusters Score -2.491853e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -24918554.000000 Penalty: 14203.426758
	Iteration 48Q: 3 clusters Score -2.491855e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100747 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -24918598.000000 Penalty: 14203.426758
	Iteration 49Q: 3 clusters Score -2.49186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -24918606.000000 Penalty: 14203.426758
	Iteration 50Q: 3 clusters Score -2.491861e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100817 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -24918600.000000 Penalty: 14203.426758
	Iteration 51Q: 3 clusters Score -2.49186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -24918556.000000 Penalty: 14203.426758
	Iteration 52Q: 3 clusters Score -2.491856e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -24918554.000000 Penalty: 14203.426758
	Iteration 53Q: 3 clusters Score -2.491855e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -24918576.000000 Penalty: 14203.426758
	Iteration 54Q: 3 clusters Score -2.491858e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -24918550.000000 Penalty: 14203.426758
	Iteration 55Q: 3 clusters Score -2.491855e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -24918564.000000 Penalty: 14203.426758
	Iteration 56Q: 3 clusters Score -2.491856e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -24918548.000000 Penalty: 14203.426758
	Iteration 57Q: 3 clusters Score -2.491855e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101073 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -24918524.000000 Penalty: 14203.426758
	Iteration 58Q: 3 clusters Score -2.491852e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -24918542.000000 Penalty: 14203.426758
	Iteration 59Q: 3 clusters Score -2.491854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -24918542.000000 Penalty: 14203.426758
	Iteration 60F: 3 clusters Score -2.491854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101137 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -24918536.000000 Penalty: 14203.426758
	Iteration 61Q: 3 clusters Score -2.491854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -24918538.000000 Penalty: 14203.426758
	Iteration 62Q: 3 clusters Score -2.491854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -24918554.000000 Penalty: 14203.426758
	Iteration 63Q: 3 clusters Score -2.491855e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -24918580.000000 Penalty: 14203.426758
	Iteration 64Q: 3 clusters Score -2.491858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -24918578.000000 Penalty: 14203.426758
	Iteration 65Q: 3 clusters Score -2.491858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -24918572.000000 Penalty: 14203.426758
	Iteration 66Q: 3 clusters Score -2.491857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -24918582.000000 Penalty: 14203.426758
	Iteration 67Q: 3 clusters Score -2.491858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -24918572.000000 Penalty: 14203.426758
	Iteration 68Q: 3 clusters Score -2.491857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101243 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -24918566.000000 Penalty: 14203.426758
	Iteration 69Q: 3 clusters Score -2.491857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -24918556.000000 Penalty: 14203.426758
	Iteration 70Q: 3 clusters Score -2.491856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -24918560.000000 Penalty: 14203.426758
	Iteration 71Q: 3 clusters Score -2.491856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101254 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -24918554.000000 Penalty: 14203.426758
	Iteration 72Q: 3 clusters Score -2.491855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101254 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -24918538.000000 Penalty: 14203.426758
	Iteration 73Q: 3 clusters Score -2.491854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101257 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -24918548.000000 Penalty: 14203.426758
	Iteration 74Q: 3 clusters Score -2.491855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101263 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -24918550.000000 Penalty: 14203.426758
	Iteration 75Q: 3 clusters Score -2.491855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -24918572.000000 Penalty: 14203.426758
	Iteration 76Q: 3 clusters Score -2.491857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -24918556.000000 Penalty: 14203.426758
	Iteration 77Q: 3 clusters Score -2.491856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -24918572.000000 Penalty: 14203.426758
	Iteration 78Q: 3 clusters Score -2.491857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -24918582.000000 Penalty: 14203.426758
	Iteration 79Q: 3 clusters Score -2.491858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -24918558.000000 Penalty: 14203.426758
	Iteration 80F: 3 clusters Score -2.491856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -24918578.000000 Penalty: 14203.426758
	Iteration 81Q: 3 clusters Score -2.491858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -24918570.000000 Penalty: 14203.426758
	Iteration 82Q: 3 clusters Score -2.491857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -24918584.000000 Penalty: 14203.426758
	Iteration 83Q: 3 clusters Score -2.491858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -24918574.000000 Penalty: 14203.426758
	Iteration 84Q: 3 clusters Score -2.491857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -24918582.000000 Penalty: 14203.426758
	Iteration 85Q: 3 clusters Score -2.491858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101302 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -24918586.000000 Penalty: 14203.426758
	Iteration 86Q: 3 clusters Score -2.491859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101302 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -24918586.000000 Penalty: 14203.426758
	Iteration 87F: 3 clusters Score -2.491859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Entering Unmasked Estep 
Score: -14523151.000000 Penalty: 6773.666016
	Iteration 0F: 2 clusters Score -1.452315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -14478592.000000 Penalty: 13547.332031
	Iteration 0F: 3 clusters Score -1.447859e+07 nChanged 28275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -14493913.000000 Penalty: 13547.332031
	Iteration 1F: 3 clusters Score -1.449391e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -14494909.000000 Penalty: 13547.332031
	Iteration 2Q: 3 clusters Score -1.449491e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -14495633.000000 Penalty: 13547.332031
	Iteration 3Q: 3 clusters Score -1.449563e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -14496400.000000 Penalty: 13547.332031
	Iteration 4Q: 3 clusters Score -1.44964e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -14497210.000000 Penalty: 13547.332031
	Iteration 5Q: 3 clusters Score -1.449721e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -14497905.000000 Penalty: 13547.332031
	Iteration 6Q: 3 clusters Score -1.44979e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -14498931.000000 Penalty: 13547.332031
	Iteration 7Q: 3 clusters Score -1.449893e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -14500323.000000 Penalty: 13547.332031
	Iteration 8Q: 3 clusters Score -1.450032e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -14501949.000000 Penalty: 13547.332031
	Iteration 9Q: 3 clusters Score -1.450195e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -14503981.000000 Penalty: 13547.332031
	Iteration 10F: 3 clusters Score -1.450398e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -14506331.000000 Penalty: 13547.332031
	Iteration 11F: 3 clusters Score -1.450633e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -14508548.000000 Penalty: 13547.332031
	Iteration 12F: 3 clusters Score -1.450855e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -14510739.000000 Penalty: 13547.332031
	Iteration 13Q: 3 clusters Score -1.451074e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -14512430.000000 Penalty: 13547.332031
	Iteration 14Q: 3 clusters Score -1.451243e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -14513740.000000 Penalty: 13547.332031
	Iteration 15Q: 3 clusters Score -1.451374e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -14514847.000000 Penalty: 13547.332031
	Iteration 16Q: 3 clusters Score -1.451485e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60363 members 
Entering Unmasked Estep 
Score: -14515686.000000 Penalty: 13547.332031
	Iteration 17Q: 3 clusters Score -1.451569e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -14516191.000000 Penalty: 13547.332031
	Iteration 18Q: 3 clusters Score -1.451619e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -14516556.000000 Penalty: 13547.332031
	Iteration 19Q: 3 clusters Score -1.451656e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -14516789.000000 Penalty: 13547.332031
	Iteration 20F: 3 clusters Score -1.451679e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -14516982.000000 Penalty: 13547.332031
	Iteration 21Q: 3 clusters Score -1.451698e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -14517099.000000 Penalty: 13547.332031
	Iteration 22Q: 3 clusters Score -1.45171e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -14517179.000000 Penalty: 13547.332031
	Iteration 23Q: 3 clusters Score -1.451718e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -14517237.000000 Penalty: 13547.332031
	Iteration 24Q: 3 clusters Score -1.451724e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -14517254.000000 Penalty: 13547.332031
	Iteration 25Q: 3 clusters Score -1.451725e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -14517305.000000 Penalty: 13547.332031
	Iteration 26Q: 3 clusters Score -1.45173e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -14517324.000000 Penalty: 13547.332031
	Iteration 27Q: 3 clusters Score -1.451732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -14517336.000000 Penalty: 13547.332031
	Iteration 28Q: 3 clusters Score -1.451734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -14517349.000000 Penalty: 13547.332031
	Iteration 29Q: 3 clusters Score -1.451735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -14517353.000000 Penalty: 13547.332031
	Iteration 30Q: 3 clusters Score -1.451735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -14517374.000000 Penalty: 13547.332031
	Iteration 31Q: 3 clusters Score -1.451737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -14517365.000000 Penalty: 13547.332031
	Iteration 32Q: 3 clusters Score -1.451736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -14517369.000000 Penalty: 13547.332031
	Iteration 33Q: 3 clusters Score -1.451737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -14517380.000000 Penalty: 13547.332031
	Iteration 34Q: 3 clusters Score -1.451738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -14517390.000000 Penalty: 13547.332031
	Iteration 35Q: 3 clusters Score -1.451739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -14517407.000000 Penalty: 13547.332031
	Iteration 36Q: 3 clusters Score -1.451741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -14517408.000000 Penalty: 13547.332031
	Iteration 37Q: 3 clusters Score -1.451741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -14517412.000000 Penalty: 13547.332031
	Iteration 38Q: 3 clusters Score -1.451741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -14517412.000000 Penalty: 13547.332031
	Iteration 39Q: 3 clusters Score -1.451741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -14517400.000000 Penalty: 13547.332031
	Iteration 40F: 3 clusters Score -1.45174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -14517395.000000 Penalty: 13547.332031
	Iteration 41Q: 3 clusters Score -1.45174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -14517404.000000 Penalty: 13547.332031
	Iteration 42Q: 3 clusters Score -1.45174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -14517404.000000 Penalty: 13547.332031
	Iteration 43F: 3 clusters Score -1.45174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Entering Unmasked Estep 
Score: -3046574.250000 Penalty: 5838.520996
	Iteration 0F: 2 clusters Score -3046574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3033944.750000 Penalty: 11677.041992
	Iteration 0F: 3 clusters Score -3033945 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3036841.250000 Penalty: 11677.041992
	Iteration 1F: 3 clusters Score -3036841 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3037349.500000 Penalty: 11677.041992
	Iteration 2F: 3 clusters Score -3037350 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3037659.000000 Penalty: 11677.041992
	Iteration 3Q: 3 clusters Score -3037659 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3037888.750000 Penalty: 11677.041992
	Iteration 4Q: 3 clusters Score -3037889 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3038048.750000 Penalty: 11677.041992
	Iteration 5Q: 3 clusters Score -3038049 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3038176.250000 Penalty: 11677.041992
	Iteration 6Q: 3 clusters Score -3038176 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3038285.750000 Penalty: 11677.041992
	Iteration 7Q: 3 clusters Score -3038286 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3038359.000000 Penalty: 11677.041992
	Iteration 8Q: 3 clusters Score -3038359 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3038441.000000 Penalty: 11677.041992
	Iteration 9Q: 3 clusters Score -3038441 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3038535.000000 Penalty: 11677.041992
	Iteration 10Q: 3 clusters Score -3038535 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3038640.250000 Penalty: 11677.041992
	Iteration 11Q: 3 clusters Score -3038640 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3038732.500000 Penalty: 11677.041992
	Iteration 12Q: 3 clusters Score -3038732 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3038820.500000 Penalty: 11677.041992
	Iteration 13Q: 3 clusters Score -3038820 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3038938.750000 Penalty: 11677.041992
	Iteration 14Q: 3 clusters Score -3038939 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3039067.500000 Penalty: 11677.041992
	Iteration 15Q: 3 clusters Score -3039068 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3039206.250000 Penalty: 11677.041992
	Iteration 16Q: 3 clusters Score -3039206 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3039349.000000 Penalty: 11677.041992
	Iteration 17Q: 3 clusters Score -3039349 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3039540.250000 Penalty: 11677.041992
	Iteration 18Q: 3 clusters Score -3039540 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3039707.750000 Penalty: 11677.041992
	Iteration 19Q: 3 clusters Score -3039708 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -3039894.500000 Penalty: 11677.041992
	Iteration 20F: 3 clusters Score -3039894 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3040080.000000 Penalty: 11677.041992
	Iteration 21Q: 3 clusters Score -3040080 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3040281.750000 Penalty: 11677.041992
	Iteration 22Q: 3 clusters Score -3040282 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3040530.750000 Penalty: 11677.041992
	Iteration 23Q: 3 clusters Score -3040531 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3040804.000000 Penalty: 11677.041992
	Iteration 24Q: 3 clusters Score -3040804 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3041136.250000 Penalty: 11677.041992
	Iteration 25Q: 3 clusters Score -3041136 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3041553.750000 Penalty: 11677.041992
	Iteration 26Q: 3 clusters Score -3041554 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -3042004.500000 Penalty: 11677.041992
	Iteration 27Q: 3 clusters Score -3042004 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3042393.250000 Penalty: 11677.041992
	Iteration 28Q: 3 clusters Score -3042393 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3042597.750000 Penalty: 11677.041992
	Iteration 29Q: 3 clusters Score -3042598 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3042719.500000 Penalty: 11677.041992
	Iteration 30Q: 3 clusters Score -3042720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3042780.250000 Penalty: 11677.041992
	Iteration 31Q: 3 clusters Score -3042780 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3042828.250000 Penalty: 11677.041992
	Iteration 32Q: 3 clusters Score -3042828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3042873.500000 Penalty: 11677.041992
	Iteration 33Q: 3 clusters Score -3042874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3042896.250000 Penalty: 11677.041992
	Iteration 34Q: 3 clusters Score -3042896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3042907.500000 Penalty: 11677.041992
	Iteration 35Q: 3 clusters Score -3042908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3042936.250000 Penalty: 11677.041992
	Iteration 36Q: 3 clusters Score -3042936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3042942.500000 Penalty: 11677.041992
	Iteration 37Q: 3 clusters Score -3042942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3042962.500000 Penalty: 11677.041992
	Iteration 38Q: 3 clusters Score -3042962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3042972.000000 Penalty: 11677.041992
	Iteration 39Q: 3 clusters Score -3042972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3042983.250000 Penalty: 11677.041992
	Iteration 40F: 3 clusters Score -3042983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3042998.250000 Penalty: 11677.041992
	Iteration 41Q: 3 clusters Score -3042998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3043018.500000 Penalty: 11677.041992
	Iteration 42Q: 3 clusters Score -3043018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3043034.500000 Penalty: 11677.041992
	Iteration 43Q: 3 clusters Score -3043034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3043052.000000 Penalty: 11677.041992
	Iteration 44Q: 3 clusters Score -3043052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3043070.750000 Penalty: 11677.041992
	Iteration 45Q: 3 clusters Score -3043071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3043111.750000 Penalty: 11677.041992
	Iteration 46Q: 3 clusters Score -3043112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3043134.000000 Penalty: 11677.041992
	Iteration 47Q: 3 clusters Score -3043134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3043163.500000 Penalty: 11677.041992
	Iteration 48Q: 3 clusters Score -3043164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3043188.750000 Penalty: 11677.041992
	Iteration 49Q: 3 clusters Score -3043189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3043208.500000 Penalty: 11677.041992
	Iteration 50Q: 3 clusters Score -3043208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3043223.500000 Penalty: 11677.041992
	Iteration 51Q: 3 clusters Score -3043224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3043235.000000 Penalty: 11677.041992
	Iteration 52Q: 3 clusters Score -3043235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3043242.250000 Penalty: 11677.041992
	Iteration 53Q: 3 clusters Score -3043242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3043257.000000 Penalty: 11677.041992
	Iteration 54Q: 3 clusters Score -3043257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3043276.500000 Penalty: 11677.041992
	Iteration 55Q: 3 clusters Score -3043276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3043281.250000 Penalty: 11677.041992
	Iteration 56Q: 3 clusters Score -3043281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3043307.500000 Penalty: 11677.041992
	Iteration 57Q: 3 clusters Score -3043308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3043301.750000 Penalty: 11677.041992
	Iteration 58Q: 3 clusters Score -3043302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -3043307.250000 Penalty: 11677.041992
	Iteration 59Q: 3 clusters Score -3043307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3043325.000000 Penalty: 11677.041992
	Iteration 60F: 3 clusters Score -3043325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3043316.000000 Penalty: 11677.041992
	Iteration 61Q: 3 clusters Score -3043316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3043322.500000 Penalty: 11677.041992
	Iteration 62Q: 3 clusters Score -3043322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3043327.000000 Penalty: 11677.041992
	Iteration 63Q: 3 clusters Score -3043327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -3043334.500000 Penalty: 11677.041992
	Iteration 64Q: 3 clusters Score -3043334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3043336.000000 Penalty: 11677.041992
	Iteration 65Q: 3 clusters Score -3043336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3043353.250000 Penalty: 11677.041992
	Iteration 66Q: 3 clusters Score -3043353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3043349.750000 Penalty: 11677.041992
	Iteration 67Q: 3 clusters Score -3043350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3043351.750000 Penalty: 11677.041992
	Iteration 68Q: 3 clusters Score -3043352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3043357.250000 Penalty: 11677.041992
	Iteration 69Q: 3 clusters Score -3043357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3043359.500000 Penalty: 11677.041992
	Iteration 70Q: 3 clusters Score -3043360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3043361.750000 Penalty: 11677.041992
	Iteration 71Q: 3 clusters Score -3043362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3043375.750000 Penalty: 11677.041992
	Iteration 72Q: 3 clusters Score -3043376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3043375.250000 Penalty: 11677.041992
	Iteration 73Q: 3 clusters Score -3043375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3043376.750000 Penalty: 11677.041992
	Iteration 74Q: 3 clusters Score -3043377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3043371.750000 Penalty: 11677.041992
	Iteration 75Q: 3 clusters Score -3043372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -3043372.250000 Penalty: 11677.041992
	Iteration 76Q: 3 clusters Score -3043372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3043377.250000 Penalty: 11677.041992
	Iteration 77Q: 3 clusters Score -3043377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3043379.250000 Penalty: 11677.041992
	Iteration 78Q: 3 clusters Score -3043379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3043379.250000 Penalty: 11677.041992
	Iteration 79F: 3 clusters Score -3043379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (123267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Entering Unmasked Estep 
Score: -28165010.000000 Penalty: 7179.791016
	Iteration 0F: 2 clusters Score -2.816501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -28083594.000000 Penalty: 14359.582031
	Iteration 0F: 3 clusters Score -2.808359e+07 nChanged 56987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -28114634.000000 Penalty: 14359.582031
	Iteration 1F: 3 clusters Score -2.811463e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -28115928.000000 Penalty: 14359.582031
	Iteration 2Q: 3 clusters Score -2.811593e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -28117368.000000 Penalty: 14359.582031
	Iteration 3Q: 3 clusters Score -2.811737e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -28118880.000000 Penalty: 14359.582031
	Iteration 4Q: 3 clusters Score -2.811888e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -28120236.000000 Penalty: 14359.582031
	Iteration 5Q: 3 clusters Score -2.812024e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -28121936.000000 Penalty: 14359.582031
	Iteration 6Q: 3 clusters Score -2.812194e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -28124398.000000 Penalty: 14359.582031
	Iteration 7Q: 3 clusters Score -2.81244e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
Score: -28127578.000000 Penalty: 14359.582031
	Iteration 8F: 3 clusters Score -2.812758e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -28132200.000000 Penalty: 14359.582031
	Iteration 9F: 3 clusters Score -2.81322e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -28137876.000000 Penalty: 14359.582031
	Iteration 10F: 3 clusters Score -2.813788e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -28143878.000000 Penalty: 14359.582031
	Iteration 11F: 3 clusters Score -2.814388e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -28149532.000000 Penalty: 14359.582031
	Iteration 12F: 3 clusters Score -2.814953e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 103652 members 
Entering Unmasked Estep 
Score: -28154118.000000 Penalty: 14359.582031
	Iteration 13Q: 3 clusters Score -2.815412e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 106795 members 
Entering Unmasked Estep 
Score: -28157080.000000 Penalty: 14359.582031
	Iteration 14Q: 3 clusters Score -2.815708e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 109046 members 
Entering Unmasked Estep 
Score: -28158958.000000 Penalty: 14359.582031
	Iteration 15Q: 3 clusters Score -2.815896e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -28160214.000000 Penalty: 14359.582031
	Iteration 16Q: 3 clusters Score -2.816021e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -28161264.000000 Penalty: 14359.582031
	Iteration 17Q: 3 clusters Score -2.816126e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 112984 members 
Entering Unmasked Estep 
Score: -28161922.000000 Penalty: 14359.582031
	Iteration 18Q: 3 clusters Score -2.816192e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 113800 members 
Entering Unmasked Estep 
Score: -28162228.000000 Penalty: 14359.582031
	Iteration 19Q: 3 clusters Score -2.816223e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -28162594.000000 Penalty: 14359.582031
	Iteration 20F: 3 clusters Score -2.816259e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -28162824.000000 Penalty: 14359.582031
	Iteration 21Q: 3 clusters Score -2.816282e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -28163024.000000 Penalty: 14359.582031
	Iteration 22Q: 3 clusters Score -2.816302e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 115820 members 
Entering Unmasked Estep 
Score: -28163178.000000 Penalty: 14359.582031
	Iteration 23Q: 3 clusters Score -2.816318e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 116113 members 
Entering Unmasked Estep 
Score: -28163246.000000 Penalty: 14359.582031
	Iteration 24Q: 3 clusters Score -2.816325e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 116335 members 
Entering Unmasked Estep 
Score: -28163296.000000 Penalty: 14359.582031
	Iteration 25Q: 3 clusters Score -2.81633e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -28163328.000000 Penalty: 14359.582031
	Iteration 26Q: 3 clusters Score -2.816333e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 116753 members 
Entering Unmasked Estep 
Score: -28163368.000000 Penalty: 14359.582031
	Iteration 27Q: 3 clusters Score -2.816337e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 116969 members 
Entering Unmasked Estep 
Score: -28163410.000000 Penalty: 14359.582031
	Iteration 28Q: 3 clusters Score -2.816341e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 117148 members 
Entering Unmasked Estep 
Score: -28163464.000000 Penalty: 14359.582031
	Iteration 29Q: 3 clusters Score -2.816346e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 117310 members 
Entering Unmasked Estep 
Score: -28163528.000000 Penalty: 14359.582031
	Iteration 30Q: 3 clusters Score -2.816353e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -28163598.000000 Penalty: 14359.582031
	Iteration 31Q: 3 clusters Score -2.81636e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 117561 members 
Entering Unmasked Estep 
Score: -28163672.000000 Penalty: 14359.582031
	Iteration 32Q: 3 clusters Score -2.816367e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 117664 members 
Entering Unmasked Estep 
Score: -28163686.000000 Penalty: 14359.582031
	Iteration 33Q: 3 clusters Score -2.816369e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 117743 members 
Entering Unmasked Estep 
Score: -28163708.000000 Penalty: 14359.582031
	Iteration 34Q: 3 clusters Score -2.816371e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 117817 members 
Entering Unmasked Estep 
Score: -28163742.000000 Penalty: 14359.582031
	Iteration 35Q: 3 clusters Score -2.816374e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 117869 members 
Entering Unmasked Estep 
Score: -28163770.000000 Penalty: 14359.582031
	Iteration 36Q: 3 clusters Score -2.816377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
Score: -28163806.000000 Penalty: 14359.582031
	Iteration 37Q: 3 clusters Score -2.816381e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 117949 members 
Entering Unmasked Estep 
Score: -28163772.000000 Penalty: 14359.582031
	Iteration 38Q: 3 clusters Score -2.816377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 117966 members 
Entering Unmasked Estep 
Score: -28163752.000000 Penalty: 14359.582031
	Iteration 39Q: 3 clusters Score -2.816375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 117976 members 
Entering Unmasked Estep 
Score: -28163754.000000 Penalty: 14359.582031
	Iteration 40F: 3 clusters Score -2.816375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 117983 members 
Entering Unmasked Estep 
Score: -28163774.000000 Penalty: 14359.582031
	Iteration 41Q: 3 clusters Score -2.816377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 117996 members 
Entering Unmasked Estep 
Score: -28163758.000000 Penalty: 14359.582031
	Iteration 42Q: 3 clusters Score -2.816376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 118005 members 
Entering Unmasked Estep 
Score: -28163758.000000 Penalty: 14359.582031
	Iteration 43Q: 3 clusters Score -2.816376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 118011 members 
Entering Unmasked Estep 
Score: -28163742.000000 Penalty: 14359.582031
	Iteration 44Q: 3 clusters Score -2.816374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 118015 members 
Entering Unmasked Estep 
Score: -28163764.000000 Penalty: 14359.582031
	Iteration 45Q: 3 clusters Score -2.816376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 118019 members 
Entering Unmasked Estep 
Score: -28163758.000000 Penalty: 14359.582031
	Iteration 46Q: 3 clusters Score -2.816376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 118020 members 
Entering Unmasked Estep 
Score: -28163764.000000 Penalty: 14359.582031
	Iteration 47Q: 3 clusters Score -2.816376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 118023 members 
Entering Unmasked Estep 
Score: -28163754.000000 Penalty: 14359.582031
	Iteration 48Q: 3 clusters Score -2.816375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 118026 members 
Entering Unmasked Estep 
Score: -28163754.000000 Penalty: 14359.582031
	Iteration 49Q: 3 clusters Score -2.816375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -28163778.000000 Penalty: 14359.582031
	Iteration 50Q: 3 clusters Score -2.816378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 118034 members 
Entering Unmasked Estep 
Score: -28163754.000000 Penalty: 14359.582031
	Iteration 51Q: 3 clusters Score -2.816375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 118035 members 
Entering Unmasked Estep 
Score: -28163750.000000 Penalty: 14359.582031
	Iteration 52Q: 3 clusters Score -2.816375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 118035 members 
Entering Unmasked Estep 
Score: -28163750.000000 Penalty: 14359.582031
	Iteration 53F: 3 clusters Score -2.816375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Entering Unmasked Estep 
Score: -9730957.000000 Penalty: 6528.895996
	Iteration 0F: 2 clusters Score -9730957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -9700134.000000 Penalty: 13057.791992
	Iteration 0F: 3 clusters Score -9700134 nChanged 18564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -9710209.000000 Penalty: 13057.791992
	Iteration 1F: 3 clusters Score -9710209 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -9711161.000000 Penalty: 13057.791992
	Iteration 2F: 3 clusters Score -9711161 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -9711896.000000 Penalty: 13057.791992
	Iteration 3Q: 3 clusters Score -9711896 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -9712626.000000 Penalty: 13057.791992
	Iteration 4Q: 3 clusters Score -9712626 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -9713111.000000 Penalty: 13057.791992
	Iteration 5Q: 3 clusters Score -9713111 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -9713597.000000 Penalty: 13057.791992
	Iteration 6Q: 3 clusters Score -9713597 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -9714054.000000 Penalty: 13057.791992
	Iteration 7Q: 3 clusters Score -9714054 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -9714373.000000 Penalty: 13057.791992
	Iteration 8Q: 3 clusters Score -9714373 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -9714699.000000 Penalty: 13057.791992
	Iteration 9Q: 3 clusters Score -9714699 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -9715055.000000 Penalty: 13057.791992
	Iteration 10Q: 3 clusters Score -9715055 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -9715388.000000 Penalty: 13057.791992
	Iteration 11Q: 3 clusters Score -9715388 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -9715681.000000 Penalty: 13057.791992
	Iteration 12Q: 3 clusters Score -9715681 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -9715992.000000 Penalty: 13057.791992
	Iteration 13Q: 3 clusters Score -9715992 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -9716417.000000 Penalty: 13057.791992
	Iteration 14Q: 3 clusters Score -9716417 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -9716929.000000 Penalty: 13057.791992
	Iteration 15Q: 3 clusters Score -9716929 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -9717566.000000 Penalty: 13057.791992
	Iteration 16Q: 3 clusters Score -9717566 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -9718233.000000 Penalty: 13057.791992
	Iteration 17Q: 3 clusters Score -9718233 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -9719101.000000 Penalty: 13057.791992
	Iteration 18Q: 3 clusters Score -9719101 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -9720207.000000 Penalty: 13057.791992
	Iteration 19Q: 3 clusters Score -9720207 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -9721488.000000 Penalty: 13057.791992
	Iteration 20F: 3 clusters Score -9721488 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -9722612.000000 Penalty: 13057.791992
	Iteration 21Q: 3 clusters Score -9722612 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -9723471.000000 Penalty: 13057.791992
	Iteration 22Q: 3 clusters Score -9723471 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -9724018.000000 Penalty: 13057.791992
	Iteration 23Q: 3 clusters Score -9724018 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -9724499.000000 Penalty: 13057.791992
	Iteration 24Q: 3 clusters Score -9724499 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -9724767.000000 Penalty: 13057.791992
	Iteration 25Q: 3 clusters Score -9724767 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -9725003.000000 Penalty: 13057.791992
	Iteration 26Q: 3 clusters Score -9725003 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -9725157.000000 Penalty: 13057.791992
	Iteration 27Q: 3 clusters Score -9725157 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -9725238.000000 Penalty: 13057.791992
	Iteration 28Q: 3 clusters Score -9725238 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -9725301.000000 Penalty: 13057.791992
	Iteration 29Q: 3 clusters Score -9725301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -9725363.000000 Penalty: 13057.791992
	Iteration 30Q: 3 clusters Score -9725363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -9725390.000000 Penalty: 13057.791992
	Iteration 31Q: 3 clusters Score -9725390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -9725412.000000 Penalty: 13057.791992
	Iteration 32Q: 3 clusters Score -9725412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -9725421.000000 Penalty: 13057.791992
	Iteration 33Q: 3 clusters Score -9725421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -9725440.000000 Penalty: 13057.791992
	Iteration 34Q: 3 clusters Score -9725440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -9725434.000000 Penalty: 13057.791992
	Iteration 35Q: 3 clusters Score -9725434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -9725439.000000 Penalty: 13057.791992
	Iteration 36Q: 3 clusters Score -9725439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -9725445.000000 Penalty: 13057.791992
	Iteration 37Q: 3 clusters Score -9725445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -9725457.000000 Penalty: 13057.791992
	Iteration 38Q: 3 clusters Score -9725457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -9725458.000000 Penalty: 13057.791992
	Iteration 39Q: 3 clusters Score -9725458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -9725463.000000 Penalty: 13057.791992
	Iteration 40F: 3 clusters Score -9725463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -9725465.000000 Penalty: 13057.791992
	Iteration 41Q: 3 clusters Score -9725465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -9725469.000000 Penalty: 13057.791992
	Iteration 42Q: 3 clusters Score -9725469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -9725463.000000 Penalty: 13057.791992
	Iteration 43Q: 3 clusters Score -9725463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -9725467.000000 Penalty: 13057.791992
	Iteration 44Q: 3 clusters Score -9725467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -9725467.000000 Penalty: 13057.791992
	Iteration 45F: 3 clusters Score -9725467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Entering Unmasked Estep 
Score: -27051976.000000 Penalty: 7158.666016
	Iteration 0F: 2 clusters Score -2.705198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -26970816.000000 Penalty: 14317.332031
	Iteration 0F: 3 clusters Score -2.697082e+07 nChanged 54873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -27001056.000000 Penalty: 14317.332031
	Iteration 1F: 3 clusters Score -2.700106e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -27002324.000000 Penalty: 14317.332031
	Iteration 2Q: 3 clusters Score -2.700232e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -27003454.000000 Penalty: 14317.332031
	Iteration 3Q: 3 clusters Score -2.700345e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -27004798.000000 Penalty: 14317.332031
	Iteration 4Q: 3 clusters Score -2.70048e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -27006528.000000 Penalty: 14317.332031
	Iteration 5Q: 3 clusters Score -2.700653e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 74988 members 
Entering Unmasked Estep 
Score: -27009084.000000 Penalty: 14317.332031
	Iteration 6Q: 3 clusters Score -2.700908e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -27012960.000000 Penalty: 14317.332031
	Iteration 7F: 3 clusters Score -2.701296e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -27019084.000000 Penalty: 14317.332031
	Iteration 8F: 3 clusters Score -2.701908e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -27027228.000000 Penalty: 14317.332031
	Iteration 9F: 3 clusters Score -2.702723e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 107723 members 
Entering Unmasked Estep 
Score: -27035286.000000 Penalty: 14317.332031
	Iteration 10F: 3 clusters Score -2.703529e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 113673 members 
Entering Unmasked Estep 
Score: -27040942.000000 Penalty: 14317.332031
	Iteration 11Q: 3 clusters Score -2.704094e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 116608 members 
Entering Unmasked Estep 
Score: -27043558.000000 Penalty: 14317.332031
	Iteration 12Q: 3 clusters Score -2.704356e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 117766 members 
Entering Unmasked Estep 
Score: -27044676.000000 Penalty: 14317.332031
	Iteration 13Q: 3 clusters Score -2.704468e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 118153 members 
Entering Unmasked Estep 
Score: -27045138.000000 Penalty: 14317.332031
	Iteration 14Q: 3 clusters Score -2.704514e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 118311 members 
Entering Unmasked Estep 
Score: -27045366.000000 Penalty: 14317.332031
	Iteration 15Q: 3 clusters Score -2.704537e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -27045426.000000 Penalty: 14317.332031
	Iteration 16Q: 3 clusters Score -2.704543e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 118407 members 
Entering Unmasked Estep 
Score: -27045510.000000 Penalty: 14317.332031
	Iteration 17Q: 3 clusters Score -2.704551e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 118422 members 
Entering Unmasked Estep 
Score: -27045532.000000 Penalty: 14317.332031
	Iteration 18Q: 3 clusters Score -2.704553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 118440 members 
Entering Unmasked Estep 
Score: -27045610.000000 Penalty: 14317.332031
	Iteration 19Q: 3 clusters Score -2.704561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 118455 members 
Entering Unmasked Estep 
Score: -27045606.000000 Penalty: 14317.332031
	Iteration 20F: 3 clusters Score -2.704561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 118466 members 
Entering Unmasked Estep 
Score: -27045622.000000 Penalty: 14317.332031
	Iteration 21Q: 3 clusters Score -2.704562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -27045638.000000 Penalty: 14317.332031
	Iteration 22Q: 3 clusters Score -2.704564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 118483 members 
Entering Unmasked Estep 
Score: -27045658.000000 Penalty: 14317.332031
	Iteration 23Q: 3 clusters Score -2.704566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 118487 members 
Entering Unmasked Estep 
Score: -27045640.000000 Penalty: 14317.332031
	Iteration 24Q: 3 clusters Score -2.704564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 118490 members 
Entering Unmasked Estep 
Score: -27045650.000000 Penalty: 14317.332031
	Iteration 25Q: 3 clusters Score -2.704565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 118492 members 
Entering Unmasked Estep 
Score: -27045658.000000 Penalty: 14317.332031
	Iteration 26Q: 3 clusters Score -2.704566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -27045662.000000 Penalty: 14317.332031
	Iteration 27Q: 3 clusters Score -2.704566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -27045662.000000 Penalty: 14317.332031
	Iteration 28F: 3 clusters Score -2.704566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Entering Unmasked Estep 
Score: -13682976.000000 Penalty: 6735.818359
	Iteration 0F: 2 clusters Score -1.368298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -13640878.000000 Penalty: 13471.636719
	Iteration 0F: 3 clusters Score -1.364088e+07 nChanged 26697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -13655395.000000 Penalty: 13471.636719
	Iteration 1F: 3 clusters Score -1.36554e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -13656356.000000 Penalty: 13471.636719
	Iteration 2Q: 3 clusters Score -1.365636e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -13657277.000000 Penalty: 13471.636719
	Iteration 3Q: 3 clusters Score -1.365728e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -13658197.000000 Penalty: 13471.636719
	Iteration 4Q: 3 clusters Score -1.36582e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -13659191.000000 Penalty: 13471.636719
	Iteration 5Q: 3 clusters Score -1.365919e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -13660375.000000 Penalty: 13471.636719
	Iteration 6Q: 3 clusters Score -1.366038e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -13661824.000000 Penalty: 13471.636719
	Iteration 7Q: 3 clusters Score -1.366182e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -13663543.000000 Penalty: 13471.636719
	Iteration 8F: 3 clusters Score -1.366354e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -13665601.000000 Penalty: 13471.636719
	Iteration 9F: 3 clusters Score -1.36656e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -13668027.000000 Penalty: 13471.636719
	Iteration 10F: 3 clusters Score -1.366803e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -13670603.000000 Penalty: 13471.636719
	Iteration 11F: 3 clusters Score -1.36706e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -13672859.000000 Penalty: 13471.636719
	Iteration 12Q: 3 clusters Score -1.367286e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -13674453.000000 Penalty: 13471.636719
	Iteration 13Q: 3 clusters Score -1.367445e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -13675595.000000 Penalty: 13471.636719
	Iteration 14Q: 3 clusters Score -1.36756e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -13676269.000000 Penalty: 13471.636719
	Iteration 15Q: 3 clusters Score -1.367627e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -13676615.000000 Penalty: 13471.636719
	Iteration 16Q: 3 clusters Score -1.367662e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -13676865.000000 Penalty: 13471.636719
	Iteration 17Q: 3 clusters Score -1.367686e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -13677024.000000 Penalty: 13471.636719
	Iteration 18Q: 3 clusters Score -1.367702e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -13677057.000000 Penalty: 13471.636719
	Iteration 19Q: 3 clusters Score -1.367706e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13677117.000000 Penalty: 13471.636719
	Iteration 20F: 3 clusters Score -1.367712e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -13677174.000000 Penalty: 13471.636719
	Iteration 21Q: 3 clusters Score -1.367717e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -13677224.000000 Penalty: 13471.636719
	Iteration 22Q: 3 clusters Score -1.367722e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13677242.000000 Penalty: 13471.636719
	Iteration 23Q: 3 clusters Score -1.367724e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13677249.000000 Penalty: 13471.636719
	Iteration 24Q: 3 clusters Score -1.367725e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13677259.000000 Penalty: 13471.636719
	Iteration 25Q: 3 clusters Score -1.367726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13677288.000000 Penalty: 13471.636719
	Iteration 26Q: 3 clusters Score -1.367729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13677270.000000 Penalty: 13471.636719
	Iteration 27Q: 3 clusters Score -1.367727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -13677311.000000 Penalty: 13471.636719
	Iteration 28Q: 3 clusters Score -1.367731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13677344.000000 Penalty: 13471.636719
	Iteration 29Q: 3 clusters Score -1.367734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -13677342.000000 Penalty: 13471.636719
	Iteration 30Q: 3 clusters Score -1.367734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13677355.000000 Penalty: 13471.636719
	Iteration 31Q: 3 clusters Score -1.367736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13677355.000000 Penalty: 13471.636719
	Iteration 32Q: 3 clusters Score -1.367736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13677347.000000 Penalty: 13471.636719
	Iteration 33Q: 3 clusters Score -1.367735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -13677356.000000 Penalty: 13471.636719
	Iteration 34Q: 3 clusters Score -1.367736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -13677354.000000 Penalty: 13471.636719
	Iteration 35Q: 3 clusters Score -1.367735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -13677360.000000 Penalty: 13471.636719
	Iteration 36Q: 3 clusters Score -1.367736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -13677361.000000 Penalty: 13471.636719
	Iteration 37Q: 3 clusters Score -1.367736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -13677390.000000 Penalty: 13471.636719
	Iteration 38Q: 3 clusters Score -1.367739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13677395.000000 Penalty: 13471.636719
	Iteration 39Q: 3 clusters Score -1.36774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -13677406.000000 Penalty: 13471.636719
	Iteration 40F: 3 clusters Score -1.367741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -13677411.000000 Penalty: 13471.636719
	Iteration 41Q: 3 clusters Score -1.367741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13677424.000000 Penalty: 13471.636719
	Iteration 42Q: 3 clusters Score -1.367742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13677425.000000 Penalty: 13471.636719
	Iteration 43Q: 3 clusters Score -1.367742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13677411.000000 Penalty: 13471.636719
	Iteration 44Q: 3 clusters Score -1.367741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13677411.000000 Penalty: 13471.636719
	Iteration 45F: 3 clusters Score -1.367741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Entering Unmasked Estep 
Score: -3784076.000000 Penalty: 5977.942383
	Iteration 0F: 2 clusters Score -3784076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3769262.500000 Penalty: 11955.884766
	Iteration 0F: 3 clusters Score -3769262 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3773249.750000 Penalty: 11955.884766
	Iteration 1F: 3 clusters Score -3773250 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3774128.750000 Penalty: 11955.884766
	Iteration 2F: 3 clusters Score -3774129 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3774862.000000 Penalty: 11955.884766
	Iteration 3F: 3 clusters Score -3774862 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3775501.250000 Penalty: 11955.884766
	Iteration 4F: 3 clusters Score -3775501 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3776059.000000 Penalty: 11955.884766
	Iteration 5F: 3 clusters Score -3776059 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3776585.500000 Penalty: 11955.884766
	Iteration 6Q: 3 clusters Score -3776586 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3777085.750000 Penalty: 11955.884766
	Iteration 7Q: 3 clusters Score -3777086 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3777673.000000 Penalty: 11955.884766
	Iteration 8Q: 3 clusters Score -3777673 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3778311.250000 Penalty: 11955.884766
	Iteration 9Q: 3 clusters Score -3778311 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3778906.500000 Penalty: 11955.884766
	Iteration 10Q: 3 clusters Score -3778906 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3779427.250000 Penalty: 11955.884766
	Iteration 11Q: 3 clusters Score -3779427 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -3779829.750000 Penalty: 11955.884766
	Iteration 12Q: 3 clusters Score -3779830 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3780159.250000 Penalty: 11955.884766
	Iteration 13Q: 3 clusters Score -3780159 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3780339.250000 Penalty: 11955.884766
	Iteration 14Q: 3 clusters Score -3780339 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3780463.250000 Penalty: 11955.884766
	Iteration 15Q: 3 clusters Score -3780463 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3780561.500000 Penalty: 11955.884766
	Iteration 16Q: 3 clusters Score -3780562 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3780614.500000 Penalty: 11955.884766
	Iteration 17Q: 3 clusters Score -3780614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3780651.000000 Penalty: 11955.884766
	Iteration 18Q: 3 clusters Score -3780651 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3780660.500000 Penalty: 11955.884766
	Iteration 19Q: 3 clusters Score -3780660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3780669.750000 Penalty: 11955.884766
	Iteration 20F: 3 clusters Score -3780670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -3780680.750000 Penalty: 11955.884766
	Iteration 21Q: 3 clusters Score -3780681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -3780695.250000 Penalty: 11955.884766
	Iteration 22Q: 3 clusters Score -3780695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3780699.750000 Penalty: 11955.884766
	Iteration 23Q: 3 clusters Score -3780700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3780697.750000 Penalty: 11955.884766
	Iteration 24Q: 3 clusters Score -3780698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3780710.250000 Penalty: 11955.884766
	Iteration 25Q: 3 clusters Score -3780710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3780712.000000 Penalty: 11955.884766
	Iteration 26Q: 3 clusters Score -3780712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3780711.250000 Penalty: 11955.884766
	Iteration 27Q: 3 clusters Score -3780711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3780716.000000 Penalty: 11955.884766
	Iteration 28Q: 3 clusters Score -3780716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3780718.750000 Penalty: 11955.884766
	Iteration 29Q: 3 clusters Score -3780719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3780715.000000 Penalty: 11955.884766
	Iteration 30Q: 3 clusters Score -3780715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3780715.500000 Penalty: 11955.884766
	Iteration 31Q: 3 clusters Score -3780716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3780724.250000 Penalty: 11955.884766
	Iteration 32Q: 3 clusters Score -3780724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3780719.500000 Penalty: 11955.884766
	Iteration 33Q: 3 clusters Score -3780720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3780715.000000 Penalty: 11955.884766
	Iteration 34Q: 3 clusters Score -3780715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3780712.750000 Penalty: 11955.884766
	Iteration 35Q: 3 clusters Score -3780713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3780717.250000 Penalty: 11955.884766
	Iteration 36Q: 3 clusters Score -3780717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3780718.000000 Penalty: 11955.884766
	Iteration 37Q: 3 clusters Score -3780718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -3780724.000000 Penalty: 11955.884766
	Iteration 38Q: 3 clusters Score -3780724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3780721.750000 Penalty: 11955.884766
	Iteration 39Q: 3 clusters Score -3780722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3780722.250000 Penalty: 11955.884766
	Iteration 40F: 3 clusters Score -3780722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -3780719.250000 Penalty: 11955.884766
	Iteration 41Q: 3 clusters Score -3780719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -3780719.250000 Penalty: 11955.884766
	Iteration 42F: 3 clusters Score -3780719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (131295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131295 members 
Entering Unmasked Estep 
Score: -30230416.000000 Penalty: 7218.436035
	Iteration 0F: 2 clusters Score -3.023042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -30146066.000000 Penalty: 14436.872070
	Iteration 0F: 3 clusters Score -3.014607e+07 nChanged 60603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -30180858.000000 Penalty: 14436.872070
	Iteration 1F: 3 clusters Score -3.018086e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -30182712.000000 Penalty: 14436.872070
	Iteration 2Q: 3 clusters Score -3.018271e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -30185418.000000 Penalty: 14436.872070
	Iteration 3Q: 3 clusters Score -3.018542e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -30189218.000000 Penalty: 14436.872070
	Iteration 4F: 3 clusters Score -3.018922e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -30194232.000000 Penalty: 14436.872070
	Iteration 5F: 3 clusters Score -3.019423e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 94279 members 
Entering Unmasked Estep 
Score: -30200732.000000 Penalty: 14436.872070
	Iteration 6F: 3 clusters Score -3.020073e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 102116 members 
Entering Unmasked Estep 
Score: -30207394.000000 Penalty: 14436.872070
	Iteration 7F: 3 clusters Score -3.020739e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 109278 members 
Entering Unmasked Estep 
Score: -30213204.000000 Penalty: 14436.872070
	Iteration 8F: 3 clusters Score -3.02132e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -30217796.000000 Penalty: 14436.872070
	Iteration 9Q: 3 clusters Score -3.02178e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 119719 members 
Entering Unmasked Estep 
Score: -30220742.000000 Penalty: 14436.872070
	Iteration 10Q: 3 clusters Score -3.022074e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 123067 members 
Entering Unmasked Estep 
Score: -30222570.000000 Penalty: 14436.872070
	Iteration 11Q: 3 clusters Score -3.022257e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 125304 members 
Entering Unmasked Estep 
Score: -30223632.000000 Penalty: 14436.872070
	Iteration 12Q: 3 clusters Score -3.022363e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 126669 members 
Entering Unmasked Estep 
Score: -30224232.000000 Penalty: 14436.872070
	Iteration 13Q: 3 clusters Score -3.022423e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 127484 members 
Entering Unmasked Estep 
Score: -30224734.000000 Penalty: 14436.872070
	Iteration 14Q: 3 clusters Score -3.022473e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 127943 members 
Entering Unmasked Estep 
Score: -30225010.000000 Penalty: 14436.872070
	Iteration 15Q: 3 clusters Score -3.022501e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 128211 members 
Entering Unmasked Estep 
Score: -30225160.000000 Penalty: 14436.872070
	Iteration 16Q: 3 clusters Score -3.022516e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 128394 members 
Entering Unmasked Estep 
Score: -30225282.000000 Penalty: 14436.872070
	Iteration 17Q: 3 clusters Score -3.022528e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 128537 members 
Entering Unmasked Estep 
Score: -30225420.000000 Penalty: 14436.872070
	Iteration 18Q: 3 clusters Score -3.022542e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 128608 members 
Entering Unmasked Estep 
Score: -30225426.000000 Penalty: 14436.872070
	Iteration 19Q: 3 clusters Score -3.022543e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 128647 members 
Entering Unmasked Estep 
Score: -30225510.000000 Penalty: 14436.872070
	Iteration 20F: 3 clusters Score -3.022551e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 128690 members 
Entering Unmasked Estep 
Score: -30225474.000000 Penalty: 14436.872070
	Iteration 21Q: 3 clusters Score -3.022547e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 128719 members 
Entering Unmasked Estep 
Score: -30225506.000000 Penalty: 14436.872070
	Iteration 22Q: 3 clusters Score -3.022551e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 128753 members 
Entering Unmasked Estep 
Score: -30225528.000000 Penalty: 14436.872070
	Iteration 23Q: 3 clusters Score -3.022553e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 128777 members 
Entering Unmasked Estep 
Score: -30225564.000000 Penalty: 14436.872070
	Iteration 24Q: 3 clusters Score -3.022556e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
Score: -30225582.000000 Penalty: 14436.872070
	Iteration 25Q: 3 clusters Score -3.022558e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 128834 members 
Entering Unmasked Estep 
Score: -30225598.000000 Penalty: 14436.872070
	Iteration 26Q: 3 clusters Score -3.02256e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 128857 members 
Entering Unmasked Estep 
Score: -30225612.000000 Penalty: 14436.872070
	Iteration 27Q: 3 clusters Score -3.022561e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 128875 members 
Entering Unmasked Estep 
Score: -30225624.000000 Penalty: 14436.872070
	Iteration 28Q: 3 clusters Score -3.022562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 128894 members 
Entering Unmasked Estep 
Score: -30225642.000000 Penalty: 14436.872070
	Iteration 29Q: 3 clusters Score -3.022564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 128910 members 
Entering Unmasked Estep 
Score: -30225636.000000 Penalty: 14436.872070
	Iteration 30Q: 3 clusters Score -3.022564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 128917 members 
Entering Unmasked Estep 
Score: -30225638.000000 Penalty: 14436.872070
	Iteration 31Q: 3 clusters Score -3.022564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 128924 members 
Entering Unmasked Estep 
Score: -30225656.000000 Penalty: 14436.872070
	Iteration 32Q: 3 clusters Score -3.022566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 128923 members 
Entering Unmasked Estep 
Score: -30225688.000000 Penalty: 14436.872070
	Iteration 33Q: 3 clusters Score -3.022569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 128923 members 
Entering Unmasked Estep 
Score: -30225658.000000 Penalty: 14436.872070
	Iteration 34Q: 3 clusters Score -3.022566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 128924 members 
Entering Unmasked Estep 
Score: -30225668.000000 Penalty: 14436.872070
	Iteration 35Q: 3 clusters Score -3.022567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 128927 members 
Entering Unmasked Estep 
Score: -30225678.000000 Penalty: 14436.872070
	Iteration 36Q: 3 clusters Score -3.022568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 128930 members 
Entering Unmasked Estep 
Score: -30225664.000000 Penalty: 14436.872070
	Iteration 37Q: 3 clusters Score -3.022566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 128931 members 
Entering Unmasked Estep 
Score: -30225664.000000 Penalty: 14436.872070
	Iteration 38Q: 3 clusters Score -3.022566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 128931 members 
Entering Unmasked Estep 
Score: -30225664.000000 Penalty: 14436.872070
	Iteration 39F: 3 clusters Score -3.022566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Entering Unmasked Estep 
Score: -8420832.000000 Penalty: 6466.709961
	Iteration 0F: 2 clusters Score -8420832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -8392653.000000 Penalty: 12933.419922
	Iteration 0F: 3 clusters Score -8392653 nChanged 16580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -8401826.000000 Penalty: 12933.419922
	Iteration 1F: 3 clusters Score -8401826 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -8403304.000000 Penalty: 12933.419922
	Iteration 2F: 3 clusters Score -8403304 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8404849.000000 Penalty: 12933.419922
	Iteration 3F: 3 clusters Score -8404849 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -8406389.000000 Penalty: 12933.419922
	Iteration 4F: 3 clusters Score -8406389 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -8407879.000000 Penalty: 12933.419922
	Iteration 5F: 3 clusters Score -8407879 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -8409154.000000 Penalty: 12933.419922
	Iteration 6F: 3 clusters Score -8409154 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -8410230.000000 Penalty: 12933.419922
	Iteration 7F: 3 clusters Score -8410230 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -8411054.000000 Penalty: 12933.419922
	Iteration 8Q: 3 clusters Score -8411054 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -8411655.000000 Penalty: 12933.419922
	Iteration 9Q: 3 clusters Score -8411655 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8412080 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8412449 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -8412720.000000 Penalty: 12933.419922
	Iteration 12Q: 3 clusters Score -8412720 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -8412944.000000 Penalty: 12933.419922
	Iteration 13Q: 3 clusters Score -8412944 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -8413113.000000 Penalty: 12933.419922
	Iteration 14Q: 3 clusters Score -8413113 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -8413232.000000 Penalty: 12933.419922
	Iteration 15Q: 3 clusters Score -8413232 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -8413358.000000 Penalty: 12933.419922
	Iteration 16Q: 3 clusters Score -8413358 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -8413441.000000 Penalty: 12933.419922
	Iteration 17Q: 3 clusters Score -8413441 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -8413546.000000 Penalty: 12933.419922
	Iteration 18Q: 3 clusters Score -8413546 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -8413616.000000 Penalty: 12933.419922
	Iteration 19Q: 3 clusters Score -8413616 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -8413706.000000 Penalty: 12933.419922
	Iteration 20F: 3 clusters Score -8413706 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -8413798.000000 Penalty: 12933.419922
	Iteration 21Q: 3 clusters Score -8413798 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -8413850.000000 Penalty: 12933.419922
	Iteration 22Q: 3 clusters Score -8413850 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -8413894.000000 Penalty: 12933.419922
	Iteration 23Q: 3 clusters Score -8413894 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -8413917.000000 Penalty: 12933.419922
	Iteration 24Q: 3 clusters Score -8413917 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8413933.000000 Penalty: 12933.419922
	Iteration 25Q: 3 clusters Score -8413933 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -8414006.000000 Penalty: 12933.419922
	Iteration 26Q: 3 clusters Score -8414006 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -8414061.000000 Penalty: 12933.419922
	Iteration 27Q: 3 clusters Score -8414061 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -8414088.000000 Penalty: 12933.419922
	Iteration 28Q: 3 clusters Score -8414088 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -8414128.000000 Penalty: 12933.419922
	Iteration 29Q: 3 clusters Score -8414128 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -8414160.000000 Penalty: 12933.419922
	Iteration 30Q: 3 clusters Score -8414160 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -8414183.000000 Penalty: 12933.419922
	Iteration 31Q: 3 clusters Score -8414183 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -8414207.000000 Penalty: 12933.419922
	Iteration 32Q: 3 clusters Score -8414207 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8414240.000000 Penalty: 12933.419922
	Iteration 33Q: 3 clusters Score -8414240 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8414277.000000 Penalty: 12933.419922
	Iteration 34Q: 3 clusters Score -8414277 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -8414296.000000 Penalty: 12933.419922
	Iteration 35Q: 3 clusters Score -8414296 nChanged 167
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Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -8414311.000000 Penalty: 12933.419922
	Iteration 36Q: 3 clusters Score -8414311 nChanged 158
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Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8414350 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -8414370.000000 Penalty: 12933.419922
	Iteration 38Q: 3 clusters Score -8414370 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -8414393.000000 Penalty: 12933.419922
	Iteration 39Q: 3 clusters Score -8414393 nChanged 145
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Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -8414436.000000 Penalty: 12933.419922
	Iteration 40F: 3 clusters Score -8414436 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -8414451.000000 Penalty: 12933.419922
	Iteration 41Q: 3 clusters Score -8414451 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15328 members 
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Entering Unmasked Estep 
Score: -8414456.000000 Penalty: 12933.419922
	Iteration 42Q: 3 clusters Score -8414456 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -8414469.000000 Penalty: 12933.419922
	Iteration 43Q: 3 clusters Score -8414469 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -8414522.000000 Penalty: 12933.419922
	Iteration 44Q: 3 clusters Score -8414522 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -8414528.000000 Penalty: 12933.419922
	Iteration 45Q: 3 clusters Score -8414528 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -8414549.000000 Penalty: 12933.419922
	Iteration 46Q: 3 clusters Score -8414549 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -8414601.000000 Penalty: 12933.419922
	Iteration 47Q: 3 clusters Score -8414601 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -8414642.000000 Penalty: 12933.419922
	Iteration 48Q: 3 clusters Score -8414642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -8414661.000000 Penalty: 12933.419922
	Iteration 49Q: 3 clusters Score -8414661 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -8414672.000000 Penalty: 12933.419922
	Iteration 50Q: 3 clusters Score -8414672 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -8414678.000000 Penalty: 12933.419922
	Iteration 51Q: 3 clusters Score -8414678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -8414681.000000 Penalty: 12933.419922
	Iteration 52Q: 3 clusters Score -8414681 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -8414672.000000 Penalty: 12933.419922
	Iteration 53Q: 3 clusters Score -8414672 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -8414690.000000 Penalty: 12933.419922
	Iteration 54Q: 3 clusters Score -8414690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -8414696.000000 Penalty: 12933.419922
	Iteration 55Q: 3 clusters Score -8414696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -8414716.000000 Penalty: 12933.419922
	Iteration 56Q: 3 clusters Score -8414716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -8414747.000000 Penalty: 12933.419922
	Iteration 57Q: 3 clusters Score -8414747 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -8414752.000000 Penalty: 12933.419922
	Iteration 58Q: 3 clusters Score -8414752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -8414734.000000 Penalty: 12933.419922
	Iteration 59Q: 3 clusters Score -8414734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -8414767.000000 Penalty: 12933.419922
	Iteration 60F: 3 clusters Score -8414767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -8414762.000000 Penalty: 12933.419922
	Iteration 61Q: 3 clusters Score -8414762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -8414800.000000 Penalty: 12933.419922
	Iteration 62Q: 3 clusters Score -8414800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -8414807.000000 Penalty: 12933.419922
	Iteration 63Q: 3 clusters Score -8414807 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -8414823.000000 Penalty: 12933.419922
	Iteration 64Q: 3 clusters Score -8414823 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -8414874.000000 Penalty: 12933.419922
	Iteration 65Q: 3 clusters Score -8414874 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15002 members 
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Entering Unmasked Estep 
Score: -8414854.000000 Penalty: 12933.419922
	Iteration 66Q: 3 clusters Score -8414854 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15001 members 
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Entering Unmasked Estep 
Score: -8414870.000000 Penalty: 12933.419922
	Iteration 67Q: 3 clusters Score -8414870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -8414880.000000 Penalty: 12933.419922
	Iteration 68Q: 3 clusters Score -8414880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -8414902.000000 Penalty: 12933.419922
	Iteration 69Q: 3 clusters Score -8414902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
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Entering Unmasked Estep 
Score: -8414888.000000 Penalty: 12933.419922
	Iteration 70Q: 3 clusters Score -8414888 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15022 members 
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Entering Unmasked Estep 
Score: -8414913.000000 Penalty: 12933.419922
	Iteration 71Q: 3 clusters Score -8414913 nChanged 60
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Mstep: Class 1 contains 15014 members 
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Entering Unmasked Estep 
Score: -8414905.000000 Penalty: 12933.419922
	Iteration 72Q: 3 clusters Score -8414905 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -8414906.000000 Penalty: 12933.419922
	Iteration 73Q: 3 clusters Score -8414906 nChanged 50
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8414935.000000 Penalty: 12933.419922
	Iteration 74Q: 3 clusters Score -8414935 nChanged 55
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8414937.000000 Penalty: 12933.419922
	Iteration 75Q: 3 clusters Score -8414937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -8414952.000000 Penalty: 12933.419922
	Iteration 76Q: 3 clusters Score -8414952 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15005 members 
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Entering Unmasked Estep 
Score: -8414979.000000 Penalty: 12933.419922
	Iteration 77Q: 3 clusters Score -8414979 nChanged 37
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Entering Unmasked Estep 
Score: -8414994.000000 Penalty: 12933.419922
	Iteration 78Q: 3 clusters Score -8414994 nChanged 40
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Entering Unmasked Estep 
Score: -8414982.000000 Penalty: 12933.419922
	Iteration 79Q: 3 clusters Score -8414982 nChanged 40
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Entering Unmasked Estep 
Score: -8414966.000000 Penalty: 12933.419922
	Iteration 80F: 3 clusters Score -8414966 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8414956.000000 Penalty: 12933.419922
	Iteration 81Q: 3 clusters Score -8414956 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8414971.000000 Penalty: 12933.419922
	Iteration 82Q: 3 clusters Score -8414971 nChanged 46
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8414999 nChanged 39
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8414993 nChanged 41
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8414992 nChanged 39
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8415000 nChanged 30
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Entering Unmasked Estep 
Score: -8415019.000000 Penalty: 12933.419922
	Iteration 87Q: 3 clusters Score -8415019 nChanged 28
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	Iteration 88Q: 3 clusters Score -8415025 nChanged 31
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	Iteration 89Q: 3 clusters Score -8415025 nChanged 27
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	Iteration 90Q: 3 clusters Score -8415019 nChanged 28
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Entering Unmasked Estep 
Score: -8415015.000000 Penalty: 12933.419922
	Iteration 91Q: 3 clusters Score -8415015 nChanged 27
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Entering Unmasked Estep 
Score: -8415016.000000 Penalty: 12933.419922
	Iteration 92Q: 3 clusters Score -8415016 nChanged 23
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Entering Unmasked Estep 
Score: -8415022.000000 Penalty: 12933.419922
	Iteration 93Q: 3 clusters Score -8415022 nChanged 23
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Entering Unmasked Estep 
Score: -8415029.000000 Penalty: 12933.419922
	Iteration 94Q: 3 clusters Score -8415029 nChanged 27
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Entering Unmasked Estep 
Score: -8415034.000000 Penalty: 12933.419922
	Iteration 95Q: 3 clusters Score -8415034 nChanged 28
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8415036 nChanged 28
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Entering Unmasked Estep 
Score: -8415045.000000 Penalty: 12933.419922
	Iteration 97Q: 3 clusters Score -8415045 nChanged 12
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8415052 nChanged 10
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8415051 nChanged 12
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Entering Unmasked Estep 
Score: -8415055.000000 Penalty: 12933.419922
	Iteration 100F: 3 clusters Score -8415055 nChanged 18
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Entering Unmasked Estep 
Score: -8415039.000000 Penalty: 12933.419922
	Iteration 101Q: 3 clusters Score -8415039 nChanged 10
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Entering Unmasked Estep 
Score: -8415043.000000 Penalty: 12933.419922
	Iteration 102Q: 3 clusters Score -8415043 nChanged 8
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	Iteration 103Q: 3 clusters Score -8415036 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8415025 nChanged 1
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8415032 nChanged 5
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8415038 nChanged 7
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8415044 nChanged 6
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8415046 nChanged 4
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8415048 nChanged 7
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	Iteration 110Q: 3 clusters Score -8415055 nChanged 2
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8415051 nChanged 3
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8415043 nChanged 3
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	Iteration 113Q: 3 clusters Score -8415048 nChanged 4
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	Iteration 114Q: 3 clusters Score -8415052 nChanged 4
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8415052 nChanged 4
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8415049 nChanged 3
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	Iteration 117Q: 3 clusters Score -8415054 nChanged 4
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8415059 nChanged 3
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8415064 nChanged 4
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8415053 nChanged 5
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Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8415047 nChanged 6
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Mstep: Class 1 contains 15123 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8415046 nChanged 6
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Mstep: Class 1 contains 15119 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8415054 nChanged 2
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	Iteration 124Q: 3 clusters Score -8415054 nChanged 4
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	Iteration 125Q: 3 clusters Score -8415053 nChanged 2
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	Iteration 126Q: 3 clusters Score -8415058 nChanged 3
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	Iteration 127Q: 3 clusters Score -8415064 nChanged 4
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	Iteration 128Q: 3 clusters Score -8415059 nChanged 7
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	Iteration 129Q: 3 clusters Score -8415048 nChanged 12
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	Iteration 130Q: 3 clusters Score -8415068 nChanged 16
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	Iteration 131Q: 3 clusters Score -8415068 nChanged 15
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8415070 nChanged 12
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	Iteration 133Q: 3 clusters Score -8415064 nChanged 14
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8415063 nChanged 13
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	Iteration 135Q: 3 clusters Score -8415080 nChanged 14
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8415078 nChanged 17
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	Iteration 137Q: 3 clusters Score -8415082 nChanged 16
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	Iteration 138Q: 3 clusters Score -8415063 nChanged 14
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	Iteration 139Q: 3 clusters Score -8415082 nChanged 19
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	Iteration 140F: 3 clusters Score -8415080 nChanged 19
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	Iteration 141Q: 3 clusters Score -8415096 nChanged 20
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	Iteration 142Q: 3 clusters Score -8415084 nChanged 13
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	Iteration 143Q: 3 clusters Score -8415084 nChanged 16
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	Iteration 144Q: 3 clusters Score -8415069 nChanged 15
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	Iteration 145Q: 3 clusters Score -8415077 nChanged 14
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	Iteration 146Q: 3 clusters Score -8415080 nChanged 15
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	Iteration 147Q: 3 clusters Score -8415074 nChanged 16
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	Iteration 148Q: 3 clusters Score -8415085 nChanged 23
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	Iteration 149Q: 3 clusters Score -8415095 nChanged 29
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	Iteration 150Q: 3 clusters Score -8415090 nChanged 22
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	Iteration 151Q: 3 clusters Score -8415111 nChanged 21
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	Iteration 152Q: 3 clusters Score -8415110 nChanged 21
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	Iteration 153Q: 3 clusters Score -8415108 nChanged 25
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	Iteration 154Q: 3 clusters Score -8415101 nChanged 29
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	Iteration 155Q: 3 clusters Score -8415091 nChanged 40
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	Iteration 156Q: 3 clusters Score -8415086 nChanged 44
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	Iteration 157Q: 3 clusters Score -8415098 nChanged 39
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	Iteration 158Q: 3 clusters Score -8415117 nChanged 51
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	Iteration 159Q: 3 clusters Score -8415123 nChanged 44
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	Iteration 160F: 3 clusters Score -8415124 nChanged 39
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	Iteration 161Q: 3 clusters Score -8415129 nChanged 38
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	Iteration 162Q: 3 clusters Score -8415134 nChanged 36
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	Iteration 163Q: 3 clusters Score -8415133 nChanged 48
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	Iteration 164Q: 3 clusters Score -8415149 nChanged 48
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	Iteration 165Q: 3 clusters Score -8415139 nChanged 44
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	Iteration 166Q: 3 clusters Score -8415156 nChanged 52
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	Iteration 167Q: 3 clusters Score -8415138 nChanged 52
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	Iteration 168Q: 3 clusters Score -8415160 nChanged 61
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	Iteration 169Q: 3 clusters Score -8415183 nChanged 79
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	Iteration 170Q: 3 clusters Score -8415177 nChanged 78
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	Iteration 171Q: 3 clusters Score -8415185 nChanged 86
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	Iteration 172Q: 3 clusters Score -8415182 nChanged 82
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	Iteration 173Q: 3 clusters Score -8415209 nChanged 69
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	Iteration 174Q: 3 clusters Score -8415209 nChanged 61
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	Iteration 175Q: 3 clusters Score -8415230 nChanged 67
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	Iteration 176Q: 3 clusters Score -8415243 nChanged 70
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	Iteration 177Q: 3 clusters Score -8415256 nChanged 80
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	Iteration 178Q: 3 clusters Score -8415268 nChanged 105
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	Iteration 179Q: 3 clusters Score -8415276 nChanged 98
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	Iteration 180F: 3 clusters Score -8415274 nChanged 87
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	Iteration 181Q: 3 clusters Score -8415311 nChanged 84
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	Iteration 182Q: 3 clusters Score -8415319 nChanged 78
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	Iteration 183Q: 3 clusters Score -8415323 nChanged 86
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	Iteration 184Q: 3 clusters Score -8415313 nChanged 84
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	Iteration 185Q: 3 clusters Score -8415344 nChanged 82
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	Iteration 186Q: 3 clusters Score -8415357 nChanged 94
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	Iteration 187Q: 3 clusters Score -8415372 nChanged 76
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	Iteration 188Q: 3 clusters Score -8415361 nChanged 88
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	Iteration 189Q: 3 clusters Score -8415403 nChanged 78
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	Iteration 190Q: 3 clusters Score -8415404 nChanged 65
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	Iteration 191Q: 3 clusters Score -8415400 nChanged 71
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	Iteration 192Q: 3 clusters Score -8415424 nChanged 66
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	Iteration 193Q: 3 clusters Score -8415420 nChanged 69
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	Iteration 194Q: 3 clusters Score -8415444 nChanged 73
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	Iteration 195Q: 3 clusters Score -8415447 nChanged 67
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	Iteration 196Q: 3 clusters Score -8415437 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -8415433.000000 Penalty: 12933.419922
	Iteration 197Q: 3 clusters Score -8415433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -8415455.000000 Penalty: 12933.419922
	Iteration 198Q: 3 clusters Score -8415455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -8415461.000000 Penalty: 12933.419922
	Iteration 199Q: 3 clusters Score -8415461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -8415468.000000 Penalty: 12933.419922
	Iteration 200F: 3 clusters Score -8415468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -8415460.000000 Penalty: 12933.419922
	Iteration 201Q: 3 clusters Score -8415460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -8415468.000000 Penalty: 12933.419922
	Iteration 202Q: 3 clusters Score -8415468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -8415468.000000 Penalty: 12933.419922
	Iteration 203Q: 3 clusters Score -8415468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -8415488.000000 Penalty: 12933.419922
	Iteration 204Q: 3 clusters Score -8415488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -8415480.000000 Penalty: 12933.419922
	Iteration 205Q: 3 clusters Score -8415480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -8415503.000000 Penalty: 12933.419922
	Iteration 206Q: 3 clusters Score -8415503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -8415514.000000 Penalty: 12933.419922
	Iteration 207Q: 3 clusters Score -8415514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -8415524.000000 Penalty: 12933.419922
	Iteration 208Q: 3 clusters Score -8415524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -8415521.000000 Penalty: 12933.419922
	Iteration 209Q: 3 clusters Score -8415521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -8415519.000000 Penalty: 12933.419922
	Iteration 210Q: 3 clusters Score -8415519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -8415531.000000 Penalty: 12933.419922
	Iteration 211Q: 3 clusters Score -8415531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -8415536.000000 Penalty: 12933.419922
	Iteration 212Q: 3 clusters Score -8415536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -8415527.000000 Penalty: 12933.419922
	Iteration 213Q: 3 clusters Score -8415527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -8415533.000000 Penalty: 12933.419922
	Iteration 214Q: 3 clusters Score -8415533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -8415540.000000 Penalty: 12933.419922
	Iteration 215Q: 3 clusters Score -8415540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -8415538.000000 Penalty: 12933.419922
	Iteration 216Q: 3 clusters Score -8415538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -8415547.000000 Penalty: 12933.419922
	Iteration 217Q: 3 clusters Score -8415547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -8415544.000000 Penalty: 12933.419922
	Iteration 218Q: 3 clusters Score -8415544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -8415546.000000 Penalty: 12933.419922
	Iteration 219Q: 3 clusters Score -8415546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -8415549.000000 Penalty: 12933.419922
	Iteration 220F: 3 clusters Score -8415549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -8415543.000000 Penalty: 12933.419922
	Iteration 221Q: 3 clusters Score -8415543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -8415552.000000 Penalty: 12933.419922
	Iteration 222Q: 3 clusters Score -8415552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -8415547.000000 Penalty: 12933.419922
	Iteration 223Q: 3 clusters Score -8415547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -8415551.000000 Penalty: 12933.419922
	Iteration 224Q: 3 clusters Score -8415551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -8415545.000000 Penalty: 12933.419922
	Iteration 225Q: 3 clusters Score -8415545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -8415556.000000 Penalty: 12933.419922
	Iteration 226Q: 3 clusters Score -8415556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -8415559.000000 Penalty: 12933.419922
	Iteration 227Q: 3 clusters Score -8415559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -8415545.000000 Penalty: 12933.419922
	Iteration 228Q: 3 clusters Score -8415545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -8415546.000000 Penalty: 12933.419922
	Iteration 229Q: 3 clusters Score -8415546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -8415556.000000 Penalty: 12933.419922
	Iteration 230Q: 3 clusters Score -8415556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -8415558.000000 Penalty: 12933.419922
	Iteration 231Q: 3 clusters Score -8415558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -8415560.000000 Penalty: 12933.419922
	Iteration 232Q: 3 clusters Score -8415560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -8415568.000000 Penalty: 12933.419922
	Iteration 233Q: 3 clusters Score -8415568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -8415576.000000 Penalty: 12933.419922
	Iteration 234Q: 3 clusters Score -8415576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -8415580.000000 Penalty: 12933.419922
	Iteration 235Q: 3 clusters Score -8415580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -8415580.000000 Penalty: 12933.419922
	Iteration 236Q: 3 clusters Score -8415580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -8415576.000000 Penalty: 12933.419922
	Iteration 237Q: 3 clusters Score -8415576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -8415589.000000 Penalty: 12933.419922
	Iteration 238Q: 3 clusters Score -8415589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -8415582.000000 Penalty: 12933.419922
	Iteration 239Q: 3 clusters Score -8415582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -8415585.000000 Penalty: 12933.419922
	Iteration 240F: 3 clusters Score -8415585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -8415574.000000 Penalty: 12933.419922
	Iteration 241Q: 3 clusters Score -8415574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -8415586.000000 Penalty: 12933.419922
	Iteration 242Q: 3 clusters Score -8415586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -8415576.000000 Penalty: 12933.419922
	Iteration 243Q: 3 clusters Score -8415576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -8415568.000000 Penalty: 12933.419922
	Iteration 244Q: 3 clusters Score -8415568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -8415568.000000 Penalty: 12933.419922
	Iteration 245Q: 3 clusters Score -8415568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -8415575.000000 Penalty: 12933.419922
	Iteration 246Q: 3 clusters Score -8415575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -8415561.000000 Penalty: 12933.419922
	Iteration 247Q: 3 clusters Score -8415561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -8415570.000000 Penalty: 12933.419922
	Iteration 248Q: 3 clusters Score -8415570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -8415567.000000 Penalty: 12933.419922
	Iteration 249Q: 3 clusters Score -8415567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -8415564.000000 Penalty: 12933.419922
	Iteration 250Q: 3 clusters Score -8415564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -8415577.000000 Penalty: 12933.419922
	Iteration 251Q: 3 clusters Score -8415577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -8415585.000000 Penalty: 12933.419922
	Iteration 252Q: 3 clusters Score -8415585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -8415577.000000 Penalty: 12933.419922
	Iteration 253Q: 3 clusters Score -8415577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -8415579.000000 Penalty: 12933.419922
	Iteration 254Q: 3 clusters Score -8415579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -8415578.000000 Penalty: 12933.419922
	Iteration 255Q: 3 clusters Score -8415578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -8415582.000000 Penalty: 12933.419922
	Iteration 256Q: 3 clusters Score -8415582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -8415572.000000 Penalty: 12933.419922
	Iteration 257Q: 3 clusters Score -8415572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -8415587.000000 Penalty: 12933.419922
	Iteration 258Q: 3 clusters Score -8415587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -8415597.000000 Penalty: 12933.419922
	Iteration 259Q: 3 clusters Score -8415597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -8415590.000000 Penalty: 12933.419922
	Iteration 260F: 3 clusters Score -8415590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -8415588.000000 Penalty: 12933.419922
	Iteration 261Q: 3 clusters Score -8415588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -8415593.000000 Penalty: 12933.419922
	Iteration 262Q: 3 clusters Score -8415593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -8415589.000000 Penalty: 12933.419922
	Iteration 263Q: 3 clusters Score -8415589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -8415591.000000 Penalty: 12933.419922
	Iteration 264Q: 3 clusters Score -8415591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -8415598.000000 Penalty: 12933.419922
	Iteration 265Q: 3 clusters Score -8415598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -8415597.000000 Penalty: 12933.419922
	Iteration 266Q: 3 clusters Score -8415597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -8415588.000000 Penalty: 12933.419922
	Iteration 267Q: 3 clusters Score -8415588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -8415573.000000 Penalty: 12933.419922
	Iteration 268Q: 3 clusters Score -8415573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -8415568.000000 Penalty: 12933.419922
	Iteration 269Q: 3 clusters Score -8415568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -8415570.000000 Penalty: 12933.419922
	Iteration 270Q: 3 clusters Score -8415570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -8415569.000000 Penalty: 12933.419922
	Iteration 271Q: 3 clusters Score -8415569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -8415569.000000 Penalty: 12933.419922
	Iteration 272F: 3 clusters Score -8415569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Entering Unmasked Estep 
Score: -16292495.000000 Penalty: 6848.515625
	Iteration 0F: 2 clusters Score -1.62925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -16242565.000000 Penalty: 13697.031250
	Iteration 0F: 3 clusters Score -1.624256e+07 nChanged 32262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -16260292.000000 Penalty: 13697.031250
	Iteration 1F: 3 clusters Score -1.626029e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -16261412.000000 Penalty: 13697.031250
	Iteration 2Q: 3 clusters Score -1.626141e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -16262439.000000 Penalty: 13697.031250
	Iteration 3Q: 3 clusters Score -1.626244e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -16263617.000000 Penalty: 13697.031250
	Iteration 4Q: 3 clusters Score -1.626362e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -16264972.000000 Penalty: 13697.031250
	Iteration 5Q: 3 clusters Score -1.626497e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -16266754.000000 Penalty: 13697.031250
	Iteration 6Q: 3 clusters Score -1.626675e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -16269153.000000 Penalty: 13697.031250
	Iteration 7F: 3 clusters Score -1.626915e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -16272265.000000 Penalty: 13697.031250
	Iteration 8F: 3 clusters Score -1.627226e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -16276282.000000 Penalty: 13697.031250
	Iteration 9F: 3 clusters Score -1.627628e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -16280237.000000 Penalty: 13697.031250
	Iteration 10F: 3 clusters Score -1.628024e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -16283747.000000 Penalty: 13697.031250
	Iteration 11F: 3 clusters Score -1.628375e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -16285639.000000 Penalty: 13697.031250
	Iteration 12Q: 3 clusters Score -1.628564e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -16286505.000000 Penalty: 13697.031250
	Iteration 13Q: 3 clusters Score -1.62865e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -16287033.000000 Penalty: 13697.031250
	Iteration 14Q: 3 clusters Score -1.628703e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -16287330.000000 Penalty: 13697.031250
	Iteration 15Q: 3 clusters Score -1.628733e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -16287546.000000 Penalty: 13697.031250
	Iteration 16Q: 3 clusters Score -1.628755e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -16287774.000000 Penalty: 13697.031250
	Iteration 17Q: 3 clusters Score -1.628777e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -16287838.000000 Penalty: 13697.031250
	Iteration 18Q: 3 clusters Score -1.628784e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -16287985.000000 Penalty: 13697.031250
	Iteration 19Q: 3 clusters Score -1.628798e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -16288000.000000 Penalty: 13697.031250
	Iteration 20F: 3 clusters Score -1.6288e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -16288012.000000 Penalty: 13697.031250
	Iteration 21Q: 3 clusters Score -1.628801e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -16288019.000000 Penalty: 13697.031250
	Iteration 22Q: 3 clusters Score -1.628802e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -16288063.000000 Penalty: 13697.031250
	Iteration 23Q: 3 clusters Score -1.628806e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -16288106.000000 Penalty: 13697.031250
	Iteration 24Q: 3 clusters Score -1.628811e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -16288123.000000 Penalty: 13697.031250
	Iteration 25Q: 3 clusters Score -1.628812e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -16288162.000000 Penalty: 13697.031250
	Iteration 26Q: 3 clusters Score -1.628816e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -16288199.000000 Penalty: 13697.031250
	Iteration 27Q: 3 clusters Score -1.62882e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -16288263.000000 Penalty: 13697.031250
	Iteration 28Q: 3 clusters Score -1.628826e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -16288282.000000 Penalty: 13697.031250
	Iteration 29Q: 3 clusters Score -1.628828e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -16288274.000000 Penalty: 13697.031250
	Iteration 30Q: 3 clusters Score -1.628827e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -16288273.000000 Penalty: 13697.031250
	Iteration 31Q: 3 clusters Score -1.628827e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -16288299.000000 Penalty: 13697.031250
	Iteration 32Q: 3 clusters Score -1.62883e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -16288276.000000 Penalty: 13697.031250
	Iteration 33Q: 3 clusters Score -1.628828e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -16288292.000000 Penalty: 13697.031250
	Iteration 34Q: 3 clusters Score -1.628829e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -16288295.000000 Penalty: 13697.031250
	Iteration 35Q: 3 clusters Score -1.62883e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -16288297.000000 Penalty: 13697.031250
	Iteration 36Q: 3 clusters Score -1.62883e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -16288340.000000 Penalty: 13697.031250
	Iteration 37Q: 3 clusters Score -1.628834e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -16288336.000000 Penalty: 13697.031250
	Iteration 38Q: 3 clusters Score -1.628834e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -16288337.000000 Penalty: 13697.031250
	Iteration 39Q: 3 clusters Score -1.628834e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -16288358.000000 Penalty: 13697.031250
	Iteration 40F: 3 clusters Score -1.628836e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -16288323.000000 Penalty: 13697.031250
	Iteration 41Q: 3 clusters Score -1.628832e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -16288323.000000 Penalty: 13697.031250
	Iteration 42Q: 3 clusters Score -1.628832e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -16288307.000000 Penalty: 13697.031250
	Iteration 43Q: 3 clusters Score -1.628831e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -16288336.000000 Penalty: 13697.031250
	Iteration 44Q: 3 clusters Score -1.628834e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -16288347.000000 Penalty: 13697.031250
	Iteration 45Q: 3 clusters Score -1.628835e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -16288330.000000 Penalty: 13697.031250
	Iteration 46Q: 3 clusters Score -1.628833e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -16288343.000000 Penalty: 13697.031250
	Iteration 47Q: 3 clusters Score -1.628834e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -16288371.000000 Penalty: 13697.031250
	Iteration 48Q: 3 clusters Score -1.628837e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -16288366.000000 Penalty: 13697.031250
	Iteration 49Q: 3 clusters Score -1.628837e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -16288349.000000 Penalty: 13697.031250
	Iteration 50Q: 3 clusters Score -1.628835e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -16288383.000000 Penalty: 13697.031250
	Iteration 51Q: 3 clusters Score -1.628838e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -16288374.000000 Penalty: 13697.031250
	Iteration 52Q: 3 clusters Score -1.628837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -16288369.000000 Penalty: 13697.031250
	Iteration 53Q: 3 clusters Score -1.628837e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -16288364.000000 Penalty: 13697.031250
	Iteration 54Q: 3 clusters Score -1.628836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -16288341.000000 Penalty: 13697.031250
	Iteration 55Q: 3 clusters Score -1.628834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -16288345.000000 Penalty: 13697.031250
	Iteration 56Q: 3 clusters Score -1.628834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -16288371.000000 Penalty: 13697.031250
	Iteration 57Q: 3 clusters Score -1.628837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -16288364.000000 Penalty: 13697.031250
	Iteration 58Q: 3 clusters Score -1.628836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -16288386.000000 Penalty: 13697.031250
	Iteration 59Q: 3 clusters Score -1.628839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -16288378.000000 Penalty: 13697.031250
	Iteration 60F: 3 clusters Score -1.628838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -16288390.000000 Penalty: 13697.031250
	Iteration 61Q: 3 clusters Score -1.628839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -16288391.000000 Penalty: 13697.031250
	Iteration 62Q: 3 clusters Score -1.628839e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -16288428.000000 Penalty: 13697.031250
	Iteration 63Q: 3 clusters Score -1.628843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -16288411.000000 Penalty: 13697.031250
	Iteration 64Q: 3 clusters Score -1.628841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -16288418.000000 Penalty: 13697.031250
	Iteration 65Q: 3 clusters Score -1.628842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -16288423.000000 Penalty: 13697.031250
	Iteration 66Q: 3 clusters Score -1.628842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -16288431.000000 Penalty: 13697.031250
	Iteration 67Q: 3 clusters Score -1.628843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -16288403.000000 Penalty: 13697.031250
	Iteration 68Q: 3 clusters Score -1.62884e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -16288391.000000 Penalty: 13697.031250
	Iteration 69Q: 3 clusters Score -1.628839e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -16288413.000000 Penalty: 13697.031250
	Iteration 70Q: 3 clusters Score -1.628841e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -16288414.000000 Penalty: 13697.031250
	Iteration 71Q: 3 clusters Score -1.628841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -16288410.000000 Penalty: 13697.031250
	Iteration 72Q: 3 clusters Score -1.628841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -16288414.000000 Penalty: 13697.031250
	Iteration 73Q: 3 clusters Score -1.628841e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -16288429.000000 Penalty: 13697.031250
	Iteration 74Q: 3 clusters Score -1.628843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -16288441.000000 Penalty: 13697.031250
	Iteration 75Q: 3 clusters Score -1.628844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -16288467.000000 Penalty: 13697.031250
	Iteration 76Q: 3 clusters Score -1.628847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -16288458.000000 Penalty: 13697.031250
	Iteration 77Q: 3 clusters Score -1.628846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -16288457.000000 Penalty: 13697.031250
	Iteration 78Q: 3 clusters Score -1.628846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -16288471.000000 Penalty: 13697.031250
	Iteration 79Q: 3 clusters Score -1.628847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -16288457.000000 Penalty: 13697.031250
	Iteration 80F: 3 clusters Score -1.628846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -16288449.000000 Penalty: 13697.031250
	Iteration 81Q: 3 clusters Score -1.628845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -16288466.000000 Penalty: 13697.031250
	Iteration 82Q: 3 clusters Score -1.628847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -16288477.000000 Penalty: 13697.031250
	Iteration 83Q: 3 clusters Score -1.628848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -16288481.000000 Penalty: 13697.031250
	Iteration 84Q: 3 clusters Score -1.628848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -16288475.000000 Penalty: 13697.031250
	Iteration 85Q: 3 clusters Score -1.628848e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -16288484.000000 Penalty: 13697.031250
	Iteration 86Q: 3 clusters Score -1.628848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -16288471.000000 Penalty: 13697.031250
	Iteration 87Q: 3 clusters Score -1.628847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -16288510.000000 Penalty: 13697.031250
	Iteration 88Q: 3 clusters Score -1.628851e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -16288492.000000 Penalty: 13697.031250
	Iteration 89Q: 3 clusters Score -1.628849e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -16288481.000000 Penalty: 13697.031250
	Iteration 90Q: 3 clusters Score -1.628848e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -16288466.000000 Penalty: 13697.031250
	Iteration 91Q: 3 clusters Score -1.628847e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -16288460.000000 Penalty: 13697.031250
	Iteration 92Q: 3 clusters Score -1.628846e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -16288483.000000 Penalty: 13697.031250
	Iteration 93Q: 3 clusters Score -1.628848e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -16288508.000000 Penalty: 13697.031250
	Iteration 94Q: 3 clusters Score -1.628851e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -16288537.000000 Penalty: 13697.031250
	Iteration 95Q: 3 clusters Score -1.628854e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -16288538.000000 Penalty: 13697.031250
	Iteration 96Q: 3 clusters Score -1.628854e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -16288532.000000 Penalty: 13697.031250
	Iteration 97Q: 3 clusters Score -1.628853e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -16288585.000000 Penalty: 13697.031250
	Iteration 98Q: 3 clusters Score -1.628858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -16288603.000000 Penalty: 13697.031250
	Iteration 99Q: 3 clusters Score -1.62886e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -16288618.000000 Penalty: 13697.031250
	Iteration 100F: 3 clusters Score -1.628862e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -16288607.000000 Penalty: 13697.031250
	Iteration 101Q: 3 clusters Score -1.628861e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -16288618.000000 Penalty: 13697.031250
	Iteration 102Q: 3 clusters Score -1.628862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -16288638.000000 Penalty: 13697.031250
	Iteration 103Q: 3 clusters Score -1.628864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -16288613.000000 Penalty: 13697.031250
	Iteration 104Q: 3 clusters Score -1.628861e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -16288615.000000 Penalty: 13697.031250
	Iteration 105Q: 3 clusters Score -1.628862e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -16288616.000000 Penalty: 13697.031250
	Iteration 106Q: 3 clusters Score -1.628862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -16288641.000000 Penalty: 13697.031250
	Iteration 107Q: 3 clusters Score -1.628864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -16288640.000000 Penalty: 13697.031250
	Iteration 108Q: 3 clusters Score -1.628864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -16288664.000000 Penalty: 13697.031250
	Iteration 109Q: 3 clusters Score -1.628866e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -16288658.000000 Penalty: 13697.031250
	Iteration 110Q: 3 clusters Score -1.628866e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -16288662.000000 Penalty: 13697.031250
	Iteration 111Q: 3 clusters Score -1.628866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -16288660.000000 Penalty: 13697.031250
	Iteration 112Q: 3 clusters Score -1.628866e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -16288683.000000 Penalty: 13697.031250
	Iteration 113Q: 3 clusters Score -1.628868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -16288679.000000 Penalty: 13697.031250
	Iteration 114Q: 3 clusters Score -1.628868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -16288683.000000 Penalty: 13697.031250
	Iteration 115Q: 3 clusters Score -1.628868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -16288682.000000 Penalty: 13697.031250
	Iteration 116Q: 3 clusters Score -1.628868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -16288705.000000 Penalty: 13697.031250
	Iteration 117Q: 3 clusters Score -1.62887e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -16288674.000000 Penalty: 13697.031250
	Iteration 118Q: 3 clusters Score -1.628867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -16288677.000000 Penalty: 13697.031250
	Iteration 119Q: 3 clusters Score -1.628868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -16288686.000000 Penalty: 13697.031250
	Iteration 120F: 3 clusters Score -1.628869e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -16288665.000000 Penalty: 13697.031250
	Iteration 121Q: 3 clusters Score -1.628866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -16288673.000000 Penalty: 13697.031250
	Iteration 122Q: 3 clusters Score -1.628867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -16288686.000000 Penalty: 13697.031250
	Iteration 123Q: 3 clusters Score -1.628869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -16288711.000000 Penalty: 13697.031250
	Iteration 124Q: 3 clusters Score -1.628871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -16288681.000000 Penalty: 13697.031250
	Iteration 125Q: 3 clusters Score -1.628868e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -16288675.000000 Penalty: 13697.031250
	Iteration 126Q: 3 clusters Score -1.628868e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -16288710.000000 Penalty: 13697.031250
	Iteration 127Q: 3 clusters Score -1.628871e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -16288726.000000 Penalty: 13697.031250
	Iteration 128Q: 3 clusters Score -1.628873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -16288724.000000 Penalty: 13697.031250
	Iteration 129Q: 3 clusters Score -1.628872e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -16288735.000000 Penalty: 13697.031250
	Iteration 130Q: 3 clusters Score -1.628874e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -16288755.000000 Penalty: 13697.031250
	Iteration 131Q: 3 clusters Score -1.628876e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -16288741.000000 Penalty: 13697.031250
	Iteration 132Q: 3 clusters Score -1.628874e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -16288731.000000 Penalty: 13697.031250
	Iteration 133Q: 3 clusters Score -1.628873e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -16288716.000000 Penalty: 13697.031250
	Iteration 134Q: 3 clusters Score -1.628872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -16288744.000000 Penalty: 13697.031250
	Iteration 135Q: 3 clusters Score -1.628874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -16288745.000000 Penalty: 13697.031250
	Iteration 136Q: 3 clusters Score -1.628874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -16288745.000000 Penalty: 13697.031250
	Iteration 137Q: 3 clusters Score -1.628874e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -16288761.000000 Penalty: 13697.031250
	Iteration 138Q: 3 clusters Score -1.628876e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -16288778.000000 Penalty: 13697.031250
	Iteration 139Q: 3 clusters Score -1.628878e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -16288764.000000 Penalty: 13697.031250
	Iteration 140F: 3 clusters Score -1.628876e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -16288748.000000 Penalty: 13697.031250
	Iteration 141Q: 3 clusters Score -1.628875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -16288756.000000 Penalty: 13697.031250
	Iteration 142Q: 3 clusters Score -1.628876e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -16288778.000000 Penalty: 13697.031250
	Iteration 143Q: 3 clusters Score -1.628878e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -16288762.000000 Penalty: 13697.031250
	Iteration 144Q: 3 clusters Score -1.628876e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -16288768.000000 Penalty: 13697.031250
	Iteration 145Q: 3 clusters Score -1.628877e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -16288770.000000 Penalty: 13697.031250
	Iteration 146Q: 3 clusters Score -1.628877e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -16288782.000000 Penalty: 13697.031250
	Iteration 147Q: 3 clusters Score -1.628878e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -16288787.000000 Penalty: 13697.031250
	Iteration 148Q: 3 clusters Score -1.628879e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -16288803.000000 Penalty: 13697.031250
	Iteration 149Q: 3 clusters Score -1.62888e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -16288847.000000 Penalty: 13697.031250
	Iteration 150Q: 3 clusters Score -1.628885e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -16288852.000000 Penalty: 13697.031250
	Iteration 151Q: 3 clusters Score -1.628885e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -16288905.000000 Penalty: 13697.031250
	Iteration 152Q: 3 clusters Score -1.62889e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -16288956.000000 Penalty: 13697.031250
	Iteration 153Q: 3 clusters Score -1.628896e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -16288951.000000 Penalty: 13697.031250
	Iteration 154Q: 3 clusters Score -1.628895e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -16288940.000000 Penalty: 13697.031250
	Iteration 155Q: 3 clusters Score -1.628894e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -16288959.000000 Penalty: 13697.031250
	Iteration 156Q: 3 clusters Score -1.628896e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -16288955.000000 Penalty: 13697.031250
	Iteration 157Q: 3 clusters Score -1.628896e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -16288962.000000 Penalty: 13697.031250
	Iteration 158Q: 3 clusters Score -1.628896e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -16288956.000000 Penalty: 13697.031250
	Iteration 159Q: 3 clusters Score -1.628896e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -16288981.000000 Penalty: 13697.031250
	Iteration 160F: 3 clusters Score -1.628898e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -16288997.000000 Penalty: 13697.031250
	Iteration 161Q: 3 clusters Score -1.6289e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -16289010.000000 Penalty: 13697.031250
	Iteration 162Q: 3 clusters Score -1.628901e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -16289008.000000 Penalty: 13697.031250
	Iteration 163Q: 3 clusters Score -1.628901e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -16289013.000000 Penalty: 13697.031250
	Iteration 164Q: 3 clusters Score -1.628901e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -16289025.000000 Penalty: 13697.031250
	Iteration 165Q: 3 clusters Score -1.628902e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -16289039.000000 Penalty: 13697.031250
	Iteration 166Q: 3 clusters Score -1.628904e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -16289054.000000 Penalty: 13697.031250
	Iteration 167Q: 3 clusters Score -1.628905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -16289069.000000 Penalty: 13697.031250
	Iteration 168Q: 3 clusters Score -1.628907e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -16289070.000000 Penalty: 13697.031250
	Iteration 169Q: 3 clusters Score -1.628907e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -16289066.000000 Penalty: 13697.031250
	Iteration 170Q: 3 clusters Score -1.628907e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -16289074.000000 Penalty: 13697.031250
	Iteration 171Q: 3 clusters Score -1.628907e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -16289078.000000 Penalty: 13697.031250
	Iteration 172Q: 3 clusters Score -1.628908e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -16289081.000000 Penalty: 13697.031250
	Iteration 173Q: 3 clusters Score -1.628908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -16289090.000000 Penalty: 13697.031250
	Iteration 174Q: 3 clusters Score -1.628909e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -16289093.000000 Penalty: 13697.031250
	Iteration 175Q: 3 clusters Score -1.628909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -16289134.000000 Penalty: 13697.031250
	Iteration 176Q: 3 clusters Score -1.628913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -16289140.000000 Penalty: 13697.031250
	Iteration 177Q: 3 clusters Score -1.628914e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -16289136.000000 Penalty: 13697.031250
	Iteration 178Q: 3 clusters Score -1.628914e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -16289160.000000 Penalty: 13697.031250
	Iteration 179Q: 3 clusters Score -1.628916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -16289166.000000 Penalty: 13697.031250
	Iteration 180F: 3 clusters Score -1.628917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -16289173.000000 Penalty: 13697.031250
	Iteration 181Q: 3 clusters Score -1.628917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -16289190.000000 Penalty: 13697.031250
	Iteration 182Q: 3 clusters Score -1.628919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -16289195.000000 Penalty: 13697.031250
	Iteration 183Q: 3 clusters Score -1.62892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -16289201.000000 Penalty: 13697.031250
	Iteration 184Q: 3 clusters Score -1.62892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -16289203.000000 Penalty: 13697.031250
	Iteration 185Q: 3 clusters Score -1.62892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -16289201.000000 Penalty: 13697.031250
	Iteration 186Q: 3 clusters Score -1.62892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -16289213.000000 Penalty: 13697.031250
	Iteration 187Q: 3 clusters Score -1.628921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -16289200.000000 Penalty: 13697.031250
	Iteration 188Q: 3 clusters Score -1.62892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -16289214.000000 Penalty: 13697.031250
	Iteration 189Q: 3 clusters Score -1.628921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -16289198.000000 Penalty: 13697.031250
	Iteration 190Q: 3 clusters Score -1.62892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -16289173.000000 Penalty: 13697.031250
	Iteration 191Q: 3 clusters Score -1.628917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -16289181.000000 Penalty: 13697.031250
	Iteration 192Q: 3 clusters Score -1.628918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -16289181.000000 Penalty: 13697.031250
	Iteration 193Q: 3 clusters Score -1.628918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -16289170.000000 Penalty: 13697.031250
	Iteration 194Q: 3 clusters Score -1.628917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -16289162.000000 Penalty: 13697.031250
	Iteration 195Q: 3 clusters Score -1.628916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -16289167.000000 Penalty: 13697.031250
	Iteration 196Q: 3 clusters Score -1.628917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -16289163.000000 Penalty: 13697.031250
	Iteration 197Q: 3 clusters Score -1.628916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -16289172.000000 Penalty: 13697.031250
	Iteration 198Q: 3 clusters Score -1.628917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -16289179.000000 Penalty: 13697.031250
	Iteration 199Q: 3 clusters Score -1.628918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -16289186.000000 Penalty: 13697.031250
	Iteration 200F: 3 clusters Score -1.628919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -16289179.000000 Penalty: 13697.031250
	Iteration 201Q: 3 clusters Score -1.628918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -16289184.000000 Penalty: 13697.031250
	Iteration 202Q: 3 clusters Score -1.628918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -16289184.000000 Penalty: 13697.031250
	Iteration 203F: 3 clusters Score -1.628918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Entering Unmasked Estep 
Score: -3625009.250000 Penalty: 5933.710938
	Iteration 0F: 2 clusters Score -3625009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3610952.500000 Penalty: 11867.421875
	Iteration 0F: 3 clusters Score -3610952 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3614418.000000 Penalty: 11867.421875
	Iteration 1F: 3 clusters Score -3614418 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3615188.750000 Penalty: 11867.421875
	Iteration 2F: 3 clusters Score -3615189 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3615860.750000 Penalty: 11867.421875
	Iteration 3F: 3 clusters Score -3615861 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3616364.250000 Penalty: 11867.421875
	Iteration 4Q: 3 clusters Score -3616364 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3616744.000000 Penalty: 11867.421875
	Iteration 5Q: 3 clusters Score -3616744 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3617122.750000 Penalty: 11867.421875
	Iteration 6Q: 3 clusters Score -3617123 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3617438.750000 Penalty: 11867.421875
	Iteration 7Q: 3 clusters Score -3617439 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3617754.250000 Penalty: 11867.421875
	Iteration 8Q: 3 clusters Score -3617754 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3618056.250000 Penalty: 11867.421875
	Iteration 9Q: 3 clusters Score -3618056 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3618370.500000 Penalty: 11867.421875
	Iteration 10Q: 3 clusters Score -3618370 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3618683.250000 Penalty: 11867.421875
	Iteration 11Q: 3 clusters Score -3618683 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3618960.500000 Penalty: 11867.421875
	Iteration 12Q: 3 clusters Score -3618960 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3619218.250000 Penalty: 11867.421875
	Iteration 13Q: 3 clusters Score -3619218 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3619501.750000 Penalty: 11867.421875
	Iteration 14Q: 3 clusters Score -3619502 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3619708.500000 Penalty: 11867.421875
	Iteration 15Q: 3 clusters Score -3619708 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3619876.250000 Penalty: 11867.421875
	Iteration 16Q: 3 clusters Score -3619876 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3620014.250000 Penalty: 11867.421875
	Iteration 17Q: 3 clusters Score -3620014 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3620108.750000 Penalty: 11867.421875
	Iteration 18Q: 3 clusters Score -3620109 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3620184.750000 Penalty: 11867.421875
	Iteration 19Q: 3 clusters Score -3620185 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3620277.250000 Penalty: 11867.421875
	Iteration 20F: 3 clusters Score -3620277 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3620366.750000 Penalty: 11867.421875
	Iteration 21Q: 3 clusters Score -3620367 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3620445.000000 Penalty: 11867.421875
	Iteration 22Q: 3 clusters Score -3620445 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3620526.250000 Penalty: 11867.421875
	Iteration 23Q: 3 clusters Score -3620526 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3620584.500000 Penalty: 11867.421875
	Iteration 24Q: 3 clusters Score -3620584 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3620646.250000 Penalty: 11867.421875
	Iteration 25Q: 3 clusters Score -3620646 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3620689.500000 Penalty: 11867.421875
	Iteration 26Q: 3 clusters Score -3620690 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3620752.000000 Penalty: 11867.421875
	Iteration 27Q: 3 clusters Score -3620752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3620784.750000 Penalty: 11867.421875
	Iteration 28Q: 3 clusters Score -3620785 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3620821.000000 Penalty: 11867.421875
	Iteration 29Q: 3 clusters Score -3620821 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3620850.000000 Penalty: 11867.421875
	Iteration 30Q: 3 clusters Score -3620850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3620873.000000 Penalty: 11867.421875
	Iteration 31Q: 3 clusters Score -3620873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3620906.500000 Penalty: 11867.421875
	Iteration 32Q: 3 clusters Score -3620906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3620936.500000 Penalty: 11867.421875
	Iteration 33Q: 3 clusters Score -3620936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3620961.250000 Penalty: 11867.421875
	Iteration 34Q: 3 clusters Score -3620961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3620982.750000 Penalty: 11867.421875
	Iteration 35Q: 3 clusters Score -3620983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3620987.250000 Penalty: 11867.421875
	Iteration 36Q: 3 clusters Score -3620987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3620999.750000 Penalty: 11867.421875
	Iteration 37Q: 3 clusters Score -3621000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3620998.000000 Penalty: 11867.421875
	Iteration 38Q: 3 clusters Score -3620998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3621007.000000 Penalty: 11867.421875
	Iteration 39Q: 3 clusters Score -3621007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3621012.500000 Penalty: 11867.421875
	Iteration 40F: 3 clusters Score -3621012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3621017.500000 Penalty: 11867.421875
	Iteration 41Q: 3 clusters Score -3621018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3621022.750000 Penalty: 11867.421875
	Iteration 42Q: 3 clusters Score -3621023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3621028.500000 Penalty: 11867.421875
	Iteration 43Q: 3 clusters Score -3621028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3621031.250000 Penalty: 11867.421875
	Iteration 44Q: 3 clusters Score -3621031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3621031.750000 Penalty: 11867.421875
	Iteration 45Q: 3 clusters Score -3621032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3621033.750000 Penalty: 11867.421875
	Iteration 46Q: 3 clusters Score -3621034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3621036.250000 Penalty: 11867.421875
	Iteration 47Q: 3 clusters Score -3621036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3621043.500000 Penalty: 11867.421875
	Iteration 48Q: 3 clusters Score -3621044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3621039.250000 Penalty: 11867.421875
	Iteration 49Q: 3 clusters Score -3621039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3621038.750000 Penalty: 11867.421875
	Iteration 50Q: 3 clusters Score -3621039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3621039.500000 Penalty: 11867.421875
	Iteration 51Q: 3 clusters Score -3621040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3621039.250000 Penalty: 11867.421875
	Iteration 52Q: 3 clusters Score -3621039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3621043.500000 Penalty: 11867.421875
	Iteration 53Q: 3 clusters Score -3621044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3621038.250000 Penalty: 11867.421875
	Iteration 54Q: 3 clusters Score -3621038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3621038.250000 Penalty: 11867.421875
	Iteration 55F: 3 clusters Score -3621038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Entering Unmasked Estep 
Score: -16346839.000000 Penalty: 6869.462891
	Iteration 0F: 2 clusters Score -1.634684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -16295576.000000 Penalty: 13738.925781
	Iteration 0F: 3 clusters Score -1.629558e+07 nChanged 33444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -16313863.000000 Penalty: 13738.925781
	Iteration 1F: 3 clusters Score -1.631386e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -16315150.000000 Penalty: 13738.925781
	Iteration 2Q: 3 clusters Score -1.631515e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -16316357.000000 Penalty: 13738.925781
	Iteration 3Q: 3 clusters Score -1.631636e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -16317649.000000 Penalty: 13738.925781
	Iteration 4Q: 3 clusters Score -1.631765e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -16319190.000000 Penalty: 13738.925781
	Iteration 5Q: 3 clusters Score -1.631919e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -16321054.000000 Penalty: 13738.925781
	Iteration 6Q: 3 clusters Score -1.632105e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -16323029.000000 Penalty: 13738.925781
	Iteration 7F: 3 clusters Score -1.632303e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -16324910.000000 Penalty: 13738.925781
	Iteration 8Q: 3 clusters Score -1.632491e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -16326561.000000 Penalty: 13738.925781
	Iteration 9Q: 3 clusters Score -1.632656e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -16327920.000000 Penalty: 13738.925781
	Iteration 10Q: 3 clusters Score -1.632792e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -16329159.000000 Penalty: 13738.925781
	Iteration 11Q: 3 clusters Score -1.632916e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -16330374.000000 Penalty: 13738.925781
	Iteration 12Q: 3 clusters Score -1.633037e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -16331440.000000 Penalty: 13738.925781
	Iteration 13Q: 3 clusters Score -1.633144e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -16332769.000000 Penalty: 13738.925781
	Iteration 14Q: 3 clusters Score -1.633277e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -16334110.000000 Penalty: 13738.925781
	Iteration 15Q: 3 clusters Score -1.633411e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -16335610.000000 Penalty: 13738.925781
	Iteration 16Q: 3 clusters Score -1.633561e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -16336961.000000 Penalty: 13738.925781
	Iteration 17Q: 3 clusters Score -1.633696e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -16338073.000000 Penalty: 13738.925781
	Iteration 18Q: 3 clusters Score -1.633807e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -16338995.000000 Penalty: 13738.925781
	Iteration 19Q: 3 clusters Score -1.6339e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -16339710.000000 Penalty: 13738.925781
	Iteration 20F: 3 clusters Score -1.633971e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -16340393.000000 Penalty: 13738.925781
	Iteration 21Q: 3 clusters Score -1.634039e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -16341281.000000 Penalty: 13738.925781
	Iteration 22Q: 3 clusters Score -1.634128e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -16342091.000000 Penalty: 13738.925781
	Iteration 23Q: 3 clusters Score -1.634209e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -16342592.000000 Penalty: 13738.925781
	Iteration 24Q: 3 clusters Score -1.634259e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -16342869.000000 Penalty: 13738.925781
	Iteration 25Q: 3 clusters Score -1.634287e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -16343152.000000 Penalty: 13738.925781
	Iteration 26Q: 3 clusters Score -1.634315e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -16343346.000000 Penalty: 13738.925781
	Iteration 27Q: 3 clusters Score -1.634335e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -16343419.000000 Penalty: 13738.925781
	Iteration 28Q: 3 clusters Score -1.634342e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -16343512.000000 Penalty: 13738.925781
	Iteration 29Q: 3 clusters Score -1.634351e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -16343615.000000 Penalty: 13738.925781
	Iteration 30Q: 3 clusters Score -1.634362e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -16343689.000000 Penalty: 13738.925781
	Iteration 31Q: 3 clusters Score -1.634369e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -16343743.000000 Penalty: 13738.925781
	Iteration 32Q: 3 clusters Score -1.634374e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -16343804.000000 Penalty: 13738.925781
	Iteration 33Q: 3 clusters Score -1.63438e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 66477 members 
Entering Unmasked Estep 
Score: -16343813.000000 Penalty: 13738.925781
	Iteration 34Q: 3 clusters Score -1.634381e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -16343870.000000 Penalty: 13738.925781
	Iteration 35Q: 3 clusters Score -1.634387e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -16343900.000000 Penalty: 13738.925781
	Iteration 36Q: 3 clusters Score -1.63439e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -16343924.000000 Penalty: 13738.925781
	Iteration 37Q: 3 clusters Score -1.634392e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -16343956.000000 Penalty: 13738.925781
	Iteration 38Q: 3 clusters Score -1.634396e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -16343927.000000 Penalty: 13738.925781
	Iteration 39Q: 3 clusters Score -1.634393e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -16343938.000000 Penalty: 13738.925781
	Iteration 40F: 3 clusters Score -1.634394e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -16343947.000000 Penalty: 13738.925781
	Iteration 41Q: 3 clusters Score -1.634395e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -16343914.000000 Penalty: 13738.925781
	Iteration 42Q: 3 clusters Score -1.634391e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -16343928.000000 Penalty: 13738.925781
	Iteration 43Q: 3 clusters Score -1.634393e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -16343928.000000 Penalty: 13738.925781
	Iteration 44Q: 3 clusters Score -1.634393e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -16343954.000000 Penalty: 13738.925781
	Iteration 45Q: 3 clusters Score -1.634395e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 67322 members 
Entering Unmasked Estep 
Score: -16343993.000000 Penalty: 13738.925781
	Iteration 46Q: 3 clusters Score -1.634399e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -16343974.000000 Penalty: 13738.925781
	Iteration 47Q: 3 clusters Score -1.634397e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -16343997.000000 Penalty: 13738.925781
	Iteration 48Q: 3 clusters Score -1.6344e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -16343986.000000 Penalty: 13738.925781
	Iteration 49Q: 3 clusters Score -1.634399e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -16343993.000000 Penalty: 13738.925781
	Iteration 50Q: 3 clusters Score -1.634399e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -16343972.000000 Penalty: 13738.925781
	Iteration 51Q: 3 clusters Score -1.634397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 67530 members 
Entering Unmasked Estep 
Score: -16344004.000000 Penalty: 13738.925781
	Iteration 52Q: 3 clusters Score -1.6344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -16344002.000000 Penalty: 13738.925781
	Iteration 53Q: 3 clusters Score -1.6344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -16343997.000000 Penalty: 13738.925781
	Iteration 54Q: 3 clusters Score -1.6344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -16344012.000000 Penalty: 13738.925781
	Iteration 55Q: 3 clusters Score -1.634401e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -16344005.000000 Penalty: 13738.925781
	Iteration 56Q: 3 clusters Score -1.6344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -16344012.000000 Penalty: 13738.925781
	Iteration 57Q: 3 clusters Score -1.634401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -16343998.000000 Penalty: 13738.925781
	Iteration 58Q: 3 clusters Score -1.6344e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -16344018.000000 Penalty: 13738.925781
	Iteration 59Q: 3 clusters Score -1.634402e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 67710 members 
Entering Unmasked Estep 
Score: -16344038.000000 Penalty: 13738.925781
	Iteration 60F: 3 clusters Score -1.634404e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -16344061.000000 Penalty: 13738.925781
	Iteration 61Q: 3 clusters Score -1.634406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -16344074.000000 Penalty: 13738.925781
	Iteration 62Q: 3 clusters Score -1.634407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -16344084.000000 Penalty: 13738.925781
	Iteration 63Q: 3 clusters Score -1.634408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -16344058.000000 Penalty: 13738.925781
	Iteration 64Q: 3 clusters Score -1.634406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -16344068.000000 Penalty: 13738.925781
	Iteration 65Q: 3 clusters Score -1.634407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -16344066.000000 Penalty: 13738.925781
	Iteration 66Q: 3 clusters Score -1.634407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -16344074.000000 Penalty: 13738.925781
	Iteration 67Q: 3 clusters Score -1.634407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -16344063.000000 Penalty: 13738.925781
	Iteration 68Q: 3 clusters Score -1.634406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -16344084.000000 Penalty: 13738.925781
	Iteration 69Q: 3 clusters Score -1.634408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -16344056.000000 Penalty: 13738.925781
	Iteration 70Q: 3 clusters Score -1.634406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -16344076.000000 Penalty: 13738.925781
	Iteration 71Q: 3 clusters Score -1.634408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -16344082.000000 Penalty: 13738.925781
	Iteration 72Q: 3 clusters Score -1.634408e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -16344099.000000 Penalty: 13738.925781
	Iteration 73Q: 3 clusters Score -1.63441e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -16344082.000000 Penalty: 13738.925781
	Iteration 74Q: 3 clusters Score -1.634408e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -16344080.000000 Penalty: 13738.925781
	Iteration 75Q: 3 clusters Score -1.634408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -16344087.000000 Penalty: 13738.925781
	Iteration 76Q: 3 clusters Score -1.634409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -16344092.000000 Penalty: 13738.925781
	Iteration 77Q: 3 clusters Score -1.634409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 68148 members 
Entering Unmasked Estep 
Score: -16344110.000000 Penalty: 13738.925781
	Iteration 78Q: 3 clusters Score -1.634411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -16344105.000000 Penalty: 13738.925781
	Iteration 79Q: 3 clusters Score -1.63441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -16344107.000000 Penalty: 13738.925781
	Iteration 80F: 3 clusters Score -1.634411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -16344105.000000 Penalty: 13738.925781
	Iteration 81Q: 3 clusters Score -1.63441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -16344110.000000 Penalty: 13738.925781
	Iteration 82Q: 3 clusters Score -1.634411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -16344097.000000 Penalty: 13738.925781
	Iteration 83Q: 3 clusters Score -1.63441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -16344114.000000 Penalty: 13738.925781
	Iteration 84Q: 3 clusters Score -1.634411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -16344109.000000 Penalty: 13738.925781
	Iteration 85Q: 3 clusters Score -1.634411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -16344105.000000 Penalty: 13738.925781
	Iteration 86Q: 3 clusters Score -1.63441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -16344112.000000 Penalty: 13738.925781
	Iteration 87Q: 3 clusters Score -1.634411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -16344113.000000 Penalty: 13738.925781
	Iteration 88Q: 3 clusters Score -1.634411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -16344113.000000 Penalty: 13738.925781
	Iteration 89F: 3 clusters Score -1.634411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Entering Unmasked Estep 
Score: -12652275.000000 Penalty: 6720.297852
	Iteration 0F: 2 clusters Score -1.265228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -12611609.000000 Penalty: 13440.595703
	Iteration 0F: 3 clusters Score -1.261161e+07 nChanged 25807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -12626051.000000 Penalty: 13440.595703
	Iteration 1F: 3 clusters Score -1.262605e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -12628174.000000 Penalty: 13440.595703
	Iteration 2F: 3 clusters Score -1.262817e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -12631056.000000 Penalty: 13440.595703
	Iteration 3F: 3 clusters Score -1.263106e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -12634228.000000 Penalty: 13440.595703
	Iteration 4F: 3 clusters Score -1.263423e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -12637628.000000 Penalty: 13440.595703
	Iteration 5F: 3 clusters Score -1.263763e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -12640416.000000 Penalty: 13440.595703
	Iteration 6F: 3 clusters Score -1.264042e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -12642318.000000 Penalty: 13440.595703
	Iteration 7F: 3 clusters Score -1.264232e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -12643737.000000 Penalty: 13440.595703
	Iteration 8Q: 3 clusters Score -1.264374e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -12644905.000000 Penalty: 13440.595703
	Iteration 9Q: 3 clusters Score -1.26449e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -12645874.000000 Penalty: 13440.595703
	Iteration 10Q: 3 clusters Score -1.264587e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -12646476.000000 Penalty: 13440.595703
	Iteration 11Q: 3 clusters Score -1.264648e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -12646944.000000 Penalty: 13440.595703
	Iteration 12Q: 3 clusters Score -1.264694e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -12647285.000000 Penalty: 13440.595703
	Iteration 13Q: 3 clusters Score -1.264728e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -12647603.000000 Penalty: 13440.595703
	Iteration 14Q: 3 clusters Score -1.26476e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -12647875.000000 Penalty: 13440.595703
	Iteration 15Q: 3 clusters Score -1.264788e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -12648088.000000 Penalty: 13440.595703
	Iteration 16Q: 3 clusters Score -1.264809e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -12648207.000000 Penalty: 13440.595703
	Iteration 17Q: 3 clusters Score -1.264821e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -12648446.000000 Penalty: 13440.595703
	Iteration 18Q: 3 clusters Score -1.264845e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -12648621.000000 Penalty: 13440.595703
	Iteration 19Q: 3 clusters Score -1.264862e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -12648856.000000 Penalty: 13440.595703
	Iteration 20F: 3 clusters Score -1.264886e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -12649037.000000 Penalty: 13440.595703
	Iteration 21Q: 3 clusters Score -1.264904e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -12649175.000000 Penalty: 13440.595703
	Iteration 22Q: 3 clusters Score -1.264918e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -12649269.000000 Penalty: 13440.595703
	Iteration 23Q: 3 clusters Score -1.264927e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -12649388.000000 Penalty: 13440.595703
	Iteration 24Q: 3 clusters Score -1.264939e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -12649456.000000 Penalty: 13440.595703
	Iteration 25Q: 3 clusters Score -1.264946e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -12649489.000000 Penalty: 13440.595703
	Iteration 26Q: 3 clusters Score -1.264949e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -12649496.000000 Penalty: 13440.595703
	Iteration 27Q: 3 clusters Score -1.26495e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -12649539.000000 Penalty: 13440.595703
	Iteration 28Q: 3 clusters Score -1.264954e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -12649596.000000 Penalty: 13440.595703
	Iteration 29Q: 3 clusters Score -1.26496e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -12649680.000000 Penalty: 13440.595703
	Iteration 30Q: 3 clusters Score -1.264968e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -12649753.000000 Penalty: 13440.595703
	Iteration 31Q: 3 clusters Score -1.264975e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -12649794.000000 Penalty: 13440.595703
	Iteration 32Q: 3 clusters Score -1.264979e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -12649826.000000 Penalty: 13440.595703
	Iteration 33Q: 3 clusters Score -1.264983e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -12649863.000000 Penalty: 13440.595703
	Iteration 34Q: 3 clusters Score -1.264986e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -12649879.000000 Penalty: 13440.595703
	Iteration 35Q: 3 clusters Score -1.264988e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -12649879.000000 Penalty: 13440.595703
	Iteration 36Q: 3 clusters Score -1.264988e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -12649886.000000 Penalty: 13440.595703
	Iteration 37Q: 3 clusters Score -1.264989e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -12649923.000000 Penalty: 13440.595703
	Iteration 38Q: 3 clusters Score -1.264992e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -12649922.000000 Penalty: 13440.595703
	Iteration 39Q: 3 clusters Score -1.264992e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -12649916.000000 Penalty: 13440.595703
	Iteration 40F: 3 clusters Score -1.264992e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -12649923.000000 Penalty: 13440.595703
	Iteration 41Q: 3 clusters Score -1.264992e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -12649949.000000 Penalty: 13440.595703
	Iteration 42Q: 3 clusters Score -1.264995e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -12649950.000000 Penalty: 13440.595703
	Iteration 43Q: 3 clusters Score -1.264995e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -12649962.000000 Penalty: 13440.595703
	Iteration 44Q: 3 clusters Score -1.264996e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -12649971.000000 Penalty: 13440.595703
	Iteration 45Q: 3 clusters Score -1.264997e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -12649996.000000 Penalty: 13440.595703
	Iteration 46Q: 3 clusters Score -1.265e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -12649983.000000 Penalty: 13440.595703
	Iteration 47Q: 3 clusters Score -1.264998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -12649971.000000 Penalty: 13440.595703
	Iteration 48Q: 3 clusters Score -1.264997e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -12649987.000000 Penalty: 13440.595703
	Iteration 49Q: 3 clusters Score -1.264999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -12649997.000000 Penalty: 13440.595703
	Iteration 50Q: 3 clusters Score -1.265e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -12650009.000000 Penalty: 13440.595703
	Iteration 51Q: 3 clusters Score -1.265001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -12650003.000000 Penalty: 13440.595703
	Iteration 52Q: 3 clusters Score -1.265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -12650016.000000 Penalty: 13440.595703
	Iteration 53Q: 3 clusters Score -1.265002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -12650036.000000 Penalty: 13440.595703
	Iteration 54Q: 3 clusters Score -1.265004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -12650009.000000 Penalty: 13440.595703
	Iteration 55Q: 3 clusters Score -1.265001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -12650018.000000 Penalty: 13440.595703
	Iteration 56Q: 3 clusters Score -1.265002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -12650032.000000 Penalty: 13440.595703
	Iteration 57Q: 3 clusters Score -1.265003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -12650021.000000 Penalty: 13440.595703
	Iteration 58Q: 3 clusters Score -1.265002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -12650012.000000 Penalty: 13440.595703
	Iteration 59Q: 3 clusters Score -1.265001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -12650038.000000 Penalty: 13440.595703
	Iteration 60F: 3 clusters Score -1.265004e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -12650037.000000 Penalty: 13440.595703
	Iteration 61Q: 3 clusters Score -1.265004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -12650020.000000 Penalty: 13440.595703
	Iteration 62Q: 3 clusters Score -1.265002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -12649997.000000 Penalty: 13440.595703
	Iteration 63Q: 3 clusters Score -1.265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -12650000.000000 Penalty: 13440.595703
	Iteration 64Q: 3 clusters Score -1.265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -12650006.000000 Penalty: 13440.595703
	Iteration 65Q: 3 clusters Score -1.265001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -12649994.000000 Penalty: 13440.595703
	Iteration 66Q: 3 clusters Score -1.264999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -12650030.000000 Penalty: 13440.595703
	Iteration 67Q: 3 clusters Score -1.265003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -12650023.000000 Penalty: 13440.595703
	Iteration 68Q: 3 clusters Score -1.265002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -12650016.000000 Penalty: 13440.595703
	Iteration 69Q: 3 clusters Score -1.265002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -12650022.000000 Penalty: 13440.595703
	Iteration 70Q: 3 clusters Score -1.265002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -12650037.000000 Penalty: 13440.595703
	Iteration 71Q: 3 clusters Score -1.265004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -12650031.000000 Penalty: 13440.595703
	Iteration 72Q: 3 clusters Score -1.265003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -12650030.000000 Penalty: 13440.595703
	Iteration 73Q: 3 clusters Score -1.265003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -12650038.000000 Penalty: 13440.595703
	Iteration 74Q: 3 clusters Score -1.265004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -12650038.000000 Penalty: 13440.595703
	Iteration 75Q: 3 clusters Score -1.265004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -12650033.000000 Penalty: 13440.595703
	Iteration 76Q: 3 clusters Score -1.265003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -12650041.000000 Penalty: 13440.595703
	Iteration 77Q: 3 clusters Score -1.265004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -12650040.000000 Penalty: 13440.595703
	Iteration 78Q: 3 clusters Score -1.265004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -12650038.000000 Penalty: 13440.595703
	Iteration 79Q: 3 clusters Score -1.265004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -12650027.000000 Penalty: 13440.595703
	Iteration 80F: 3 clusters Score -1.265003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -12650039.000000 Penalty: 13440.595703
	Iteration 81Q: 3 clusters Score -1.265004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -12650042.000000 Penalty: 13440.595703
	Iteration 82Q: 3 clusters Score -1.265004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -12650032.000000 Penalty: 13440.595703
	Iteration 83Q: 3 clusters Score -1.265003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -12650033.000000 Penalty: 13440.595703
	Iteration 84Q: 3 clusters Score -1.265003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -12650033.000000 Penalty: 13440.595703
	Iteration 85F: 3 clusters Score -1.265003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Entering Unmasked Estep 
Score: -4647852.500000 Penalty: 6091.966309
	Iteration 0F: 2 clusters Score -4647852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -4630661.000000 Penalty: 12183.932617
	Iteration 0F: 3 clusters Score -4630661 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -4635371.500000 Penalty: 12183.932617
	Iteration 1F: 3 clusters Score -4635372 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -4636120.000000 Penalty: 12183.932617
	Iteration 2F: 3 clusters Score -4636120 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4636738.000000 Penalty: 12183.932617
	Iteration 3F: 3 clusters Score -4636738 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -4637371.500000 Penalty: 12183.932617
	Iteration 4Q: 3 clusters Score -4637372 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -4638128.500000 Penalty: 12183.932617
	Iteration 5Q: 3 clusters Score -4638128 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4638989.500000 Penalty: 12183.932617
	Iteration 6F: 3 clusters Score -4638990 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -4639904.500000 Penalty: 12183.932617
	Iteration 7F: 3 clusters Score -4639904 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4640936.000000 Penalty: 12183.932617
	Iteration 8F: 3 clusters Score -4640936 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -4641884.500000 Penalty: 12183.932617
	Iteration 9F: 3 clusters Score -4641884 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -4642611.000000 Penalty: 12183.932617
	Iteration 10Q: 3 clusters Score -4642611 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -4643185.500000 Penalty: 12183.932617
	Iteration 11Q: 3 clusters Score -4643186 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -4643608.000000 Penalty: 12183.932617
	Iteration 12Q: 3 clusters Score -4643608 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -4644062.500000 Penalty: 12183.932617
	Iteration 13Q: 3 clusters Score -4644062 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -4644507.000000 Penalty: 12183.932617
	Iteration 14Q: 3 clusters Score -4644507 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -4644852.000000 Penalty: 12183.932617
	Iteration 15Q: 3 clusters Score -4644852 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4645023.500000 Penalty: 12183.932617
	Iteration 16Q: 3 clusters Score -4645024 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4645088.500000 Penalty: 12183.932617
	Iteration 17Q: 3 clusters Score -4645088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4645148.500000 Penalty: 12183.932617
	Iteration 18Q: 3 clusters Score -4645148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4645183.500000 Penalty: 12183.932617
	Iteration 19Q: 3 clusters Score -4645184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -4645188.000000 Penalty: 12183.932617
	Iteration 20F: 3 clusters Score -4645188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4645210.000000 Penalty: 12183.932617
	Iteration 21Q: 3 clusters Score -4645210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -4645206.500000 Penalty: 12183.932617
	Iteration 22Q: 3 clusters Score -4645206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -4645209.500000 Penalty: 12183.932617
	Iteration 23Q: 3 clusters Score -4645210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -4645199.500000 Penalty: 12183.932617
	Iteration 24Q: 3 clusters Score -4645200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4645212.000000 Penalty: 12183.932617
	Iteration 25Q: 3 clusters Score -4645212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4645206.000000 Penalty: 12183.932617
	Iteration 26Q: 3 clusters Score -4645206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4645214.500000 Penalty: 12183.932617
	Iteration 27Q: 3 clusters Score -4645214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4645215.500000 Penalty: 12183.932617
	Iteration 28Q: 3 clusters Score -4645216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -4645218.000000 Penalty: 12183.932617
	Iteration 29Q: 3 clusters Score -4645218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -4645218.000000 Penalty: 12183.932617
	Iteration 30F: 3 clusters Score -4645218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (86436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Entering Unmasked Estep 
Score: -19724194.000000 Penalty: 6962.385254
	Iteration 0F: 2 clusters Score -1.972419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -19665034.000000 Penalty: 13924.770508
	Iteration 0F: 3 clusters Score -1.966503e+07 nChanged 39004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -19686380.000000 Penalty: 13924.770508
	Iteration 1F: 3 clusters Score -1.968638e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -19687632.000000 Penalty: 13924.770508
	Iteration 2Q: 3 clusters Score -1.968763e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -19688818.000000 Penalty: 13924.770508
	Iteration 3Q: 3 clusters Score -1.968882e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -19690044.000000 Penalty: 13924.770508
	Iteration 4Q: 3 clusters Score -1.969004e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -19691876.000000 Penalty: 13924.770508
	Iteration 5Q: 3 clusters Score -1.969188e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -19694630.000000 Penalty: 13924.770508
	Iteration 6F: 3 clusters Score -1.969463e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -19698280.000000 Penalty: 13924.770508
	Iteration 7F: 3 clusters Score -1.969828e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -19703196.000000 Penalty: 13924.770508
	Iteration 8F: 3 clusters Score -1.97032e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -19708190.000000 Penalty: 13924.770508
	Iteration 9F: 3 clusters Score -1.970819e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -19711958.000000 Penalty: 13924.770508
	Iteration 10F: 3 clusters Score -1.971196e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -19714412.000000 Penalty: 13924.770508
	Iteration 11Q: 3 clusters Score -1.971441e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -19715856.000000 Penalty: 13924.770508
	Iteration 12Q: 3 clusters Score -1.971586e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -19716862.000000 Penalty: 13924.770508
	Iteration 13Q: 3 clusters Score -1.971686e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -19717328.000000 Penalty: 13924.770508
	Iteration 14Q: 3 clusters Score -1.971733e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -19717654.000000 Penalty: 13924.770508
	Iteration 15Q: 3 clusters Score -1.971765e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -19717854.000000 Penalty: 13924.770508
	Iteration 16Q: 3 clusters Score -1.971785e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -19717980.000000 Penalty: 13924.770508
	Iteration 17Q: 3 clusters Score -1.971798e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -19718034.000000 Penalty: 13924.770508
	Iteration 18Q: 3 clusters Score -1.971803e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -19718080.000000 Penalty: 13924.770508
	Iteration 19Q: 3 clusters Score -1.971808e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -19718098.000000 Penalty: 13924.770508
	Iteration 20F: 3 clusters Score -1.97181e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -19718156.000000 Penalty: 13924.770508
	Iteration 21Q: 3 clusters Score -1.971816e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -19718178.000000 Penalty: 13924.770508
	Iteration 22Q: 3 clusters Score -1.971818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -19718182.000000 Penalty: 13924.770508
	Iteration 23Q: 3 clusters Score -1.971818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -19718212.000000 Penalty: 13924.770508
	Iteration 24Q: 3 clusters Score -1.971821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 85564 members 
Entering Unmasked Estep 
Score: -19718222.000000 Penalty: 13924.770508
	Iteration 25Q: 3 clusters Score -1.971822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -19718248.000000 Penalty: 13924.770508
	Iteration 26Q: 3 clusters Score -1.971825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 85573 members 
Entering Unmasked Estep 
Score: -19718258.000000 Penalty: 13924.770508
	Iteration 27Q: 3 clusters Score -1.971826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 85582 members 
Entering Unmasked Estep 
Score: -19718274.000000 Penalty: 13924.770508
	Iteration 28Q: 3 clusters Score -1.971827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -19718260.000000 Penalty: 13924.770508
	Iteration 29Q: 3 clusters Score -1.971826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 85588 members 
Entering Unmasked Estep 
Score: -19718260.000000 Penalty: 13924.770508
	Iteration 30Q: 3 clusters Score -1.971826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 85589 members 
Entering Unmasked Estep 
Score: -19718264.000000 Penalty: 13924.770508
	Iteration 31Q: 3 clusters Score -1.971826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
Score: -19718258.000000 Penalty: 13924.770508
	Iteration 32Q: 3 clusters Score -1.971826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
Score: -19718274.000000 Penalty: 13924.770508
	Iteration 33Q: 3 clusters Score -1.971827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -19718280.000000 Penalty: 13924.770508
	Iteration 34Q: 3 clusters Score -1.971828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 85594 members 
Entering Unmasked Estep 
Score: -19718284.000000 Penalty: 13924.770508
	Iteration 35Q: 3 clusters Score -1.971828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
Score: -19718282.000000 Penalty: 13924.770508
	Iteration 36Q: 3 clusters Score -1.971828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -19718320.000000 Penalty: 13924.770508
	Iteration 37Q: 3 clusters Score -1.971832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 85599 members 
Entering Unmasked Estep 
Score: -19718324.000000 Penalty: 13924.770508
	Iteration 38Q: 3 clusters Score -1.971832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 85599 members 
Entering Unmasked Estep 
Score: -19718324.000000 Penalty: 13924.770508
	Iteration 39F: 3 clusters Score -1.971832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Entering Unmasked Estep 
Score: -10187468.000000 Penalty: 6554.304199
	Iteration 0F: 2 clusters Score -1.018747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -10155392.000000 Penalty: 13108.608398
	Iteration 0F: 3 clusters Score -1.015539e+07 nChanged 19194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -10165504.000000 Penalty: 13108.608398
	Iteration 1F: 3 clusters Score -1.01655e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -10166509.000000 Penalty: 13108.608398
	Iteration 2F: 3 clusters Score -1.016651e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -10167413.000000 Penalty: 13108.608398
	Iteration 3Q: 3 clusters Score -1.016741e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -10168241.000000 Penalty: 13108.608398
	Iteration 4Q: 3 clusters Score -1.016824e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -10169078.000000 Penalty: 13108.608398
	Iteration 5Q: 3 clusters Score -1.016908e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -10170006.000000 Penalty: 13108.608398
	Iteration 6Q: 3 clusters Score -1.017001e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -10171053.000000 Penalty: 13108.608398
	Iteration 7Q: 3 clusters Score -1.017105e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -10172147.000000 Penalty: 13108.608398
	Iteration 8Q: 3 clusters Score -1.017215e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -10173424.000000 Penalty: 13108.608398
	Iteration 9Q: 3 clusters Score -1.017342e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -10174884.000000 Penalty: 13108.608398
	Iteration 10F: 3 clusters Score -1.017488e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -10176348.000000 Penalty: 13108.608398
	Iteration 11Q: 3 clusters Score -1.017635e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -10177765.000000 Penalty: 13108.608398
	Iteration 12Q: 3 clusters Score -1.017776e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -10179002.000000 Penalty: 13108.608398
	Iteration 13Q: 3 clusters Score -1.0179e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -10180039.000000 Penalty: 13108.608398
	Iteration 14Q: 3 clusters Score -1.018004e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -10180745.000000 Penalty: 13108.608398
	Iteration 15Q: 3 clusters Score -1.018074e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -10181220.000000 Penalty: 13108.608398
	Iteration 16Q: 3 clusters Score -1.018122e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -10181660.000000 Penalty: 13108.608398
	Iteration 17Q: 3 clusters Score -1.018166e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -10181995.000000 Penalty: 13108.608398
	Iteration 18Q: 3 clusters Score -1.0182e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -10182322.000000 Penalty: 13108.608398
	Iteration 19Q: 3 clusters Score -1.018232e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -10182616.000000 Penalty: 13108.608398
	Iteration 20F: 3 clusters Score -1.018262e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -10182872.000000 Penalty: 13108.608398
	Iteration 21Q: 3 clusters Score -1.018287e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -10183049.000000 Penalty: 13108.608398
	Iteration 22Q: 3 clusters Score -1.018305e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -10183167.000000 Penalty: 13108.608398
	Iteration 23Q: 3 clusters Score -1.018317e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -10183260.000000 Penalty: 13108.608398
	Iteration 24Q: 3 clusters Score -1.018326e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -10183335.000000 Penalty: 13108.608398
	Iteration 25Q: 3 clusters Score -1.018334e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -10183378.000000 Penalty: 13108.608398
	Iteration 26Q: 3 clusters Score -1.018338e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -10183417.000000 Penalty: 13108.608398
	Iteration 27Q: 3 clusters Score -1.018342e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -10183442.000000 Penalty: 13108.608398
	Iteration 28Q: 3 clusters Score -1.018344e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -10183477.000000 Penalty: 13108.608398
	Iteration 29Q: 3 clusters Score -1.018348e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -10183480.000000 Penalty: 13108.608398
	Iteration 30Q: 3 clusters Score -1.018348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -10183471.000000 Penalty: 13108.608398
	Iteration 31Q: 3 clusters Score -1.018347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -10183470.000000 Penalty: 13108.608398
	Iteration 32Q: 3 clusters Score -1.018347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -10183454.000000 Penalty: 13108.608398
	Iteration 33Q: 3 clusters Score -1.018345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -10183481.000000 Penalty: 13108.608398
	Iteration 34Q: 3 clusters Score -1.018348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -10183472.000000 Penalty: 13108.608398
	Iteration 35Q: 3 clusters Score -1.018347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -10183473.000000 Penalty: 13108.608398
	Iteration 36Q: 3 clusters Score -1.018347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -10183473.000000 Penalty: 13108.608398
	Iteration 37F: 3 clusters Score -1.018347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Entering Unmasked Estep 
Score: -1355548.500000 Penalty: 5314.409668
	Iteration 0F: 2 clusters Score -1355548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1347916.125000 Penalty: 10628.819336
	Iteration 0F: 3 clusters Score -1347916 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1349170.375000 Penalty: 10628.819336
	Iteration 1F: 3 clusters Score -1349170 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1349489.875000 Penalty: 10628.819336
	Iteration 2F: 3 clusters Score -1349490 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1349669.250000 Penalty: 10628.819336
	Iteration 3Q: 3 clusters Score -1349669 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1349774.500000 Penalty: 10628.819336
	Iteration 4Q: 3 clusters Score -1349774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1349838.375000 Penalty: 10628.819336
	Iteration 5Q: 3 clusters Score -1349838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1349893.375000 Penalty: 10628.819336
	Iteration 6Q: 3 clusters Score -1349893 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1349929.125000 Penalty: 10628.819336
	Iteration 7Q: 3 clusters Score -1349929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1349947.125000 Penalty: 10628.819336
	Iteration 8Q: 3 clusters Score -1349947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1349967.125000 Penalty: 10628.819336
	Iteration 9Q: 3 clusters Score -1349967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1349978.625000 Penalty: 10628.819336
	Iteration 10Q: 3 clusters Score -1349979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1349989.125000 Penalty: 10628.819336
	Iteration 11Q: 3 clusters Score -1349989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1349998.000000 Penalty: 10628.819336
	Iteration 12Q: 3 clusters Score -1349998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1350010.250000 Penalty: 10628.819336
	Iteration 13Q: 3 clusters Score -1350010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1350016.625000 Penalty: 10628.819336
	Iteration 14Q: 3 clusters Score -1350017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1350023.375000 Penalty: 10628.819336
	Iteration 15Q: 3 clusters Score -1350023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1350025.500000 Penalty: 10628.819336
	Iteration 16Q: 3 clusters Score -1350026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1350031.125000 Penalty: 10628.819336
	Iteration 17Q: 3 clusters Score -1350031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1350034.000000 Penalty: 10628.819336
	Iteration 18Q: 3 clusters Score -1350034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1350034.250000 Penalty: 10628.819336
	Iteration 19Q: 3 clusters Score -1350034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1350035.375000 Penalty: 10628.819336
	Iteration 20F: 3 clusters Score -1350035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1350036.875000 Penalty: 10628.819336
	Iteration 21Q: 3 clusters Score -1350037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1350041.875000 Penalty: 10628.819336
	Iteration 22Q: 3 clusters Score -1350042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1350045.750000 Penalty: 10628.819336
	Iteration 23Q: 3 clusters Score -1350046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1350049.250000 Penalty: 10628.819336
	Iteration 24Q: 3 clusters Score -1350049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1350056.375000 Penalty: 10628.819336
	Iteration 25Q: 3 clusters Score -1350056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1350055.875000 Penalty: 10628.819336
	Iteration 26Q: 3 clusters Score -1350056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1350055.250000 Penalty: 10628.819336
	Iteration 27Q: 3 clusters Score -1350055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1350055.250000 Penalty: 10628.819336
	Iteration 28F: 3 clusters Score -1350055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -527317.187500 Penalty: 4779.854004
	Iteration 0F: 2 clusters Score -527317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -522070.531250 Penalty: 9559.708008
	Iteration 0F: 3 clusters Score -522070.5 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -523032.093750 Penalty: 9559.708008
	Iteration 1F: 3 clusters Score -523032.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -523517.281250 Penalty: 9559.708008
	Iteration 2F: 3 clusters Score -523517.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -523904.375000 Penalty: 9559.708008
	Iteration 3F: 3 clusters Score -523904.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -524177.812500 Penalty: 9559.708008
	Iteration 4F: 3 clusters Score -524177.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -524531.937500 Penalty: 9559.708008
	Iteration 5F: 3 clusters Score -524531.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -524838.750000 Penalty: 9559.708008
	Iteration 6Q: 3 clusters Score -524838.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -525167.687500 Penalty: 9559.708008
	Iteration 7Q: 3 clusters Score -525167.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -525604.062500 Penalty: 9559.708008
	Iteration 8Q: 3 clusters Score -525604.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -526141.875000 Penalty: 9559.708008
	Iteration 9Q: 3 clusters Score -526141.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -526604.375000 Penalty: 9559.708008
	Iteration 10Q: 3 clusters Score -526604.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -527080.687500 Penalty: 9559.708008
	Iteration 11Q: 3 clusters Score -527080.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -527294.625000 Penalty: 9559.708008
	Iteration 12Q: 3 clusters Score -527294.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -527432.750000 Penalty: 9559.708008
	Iteration 13Q: 3 clusters Score -527432.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -527485.812500 Penalty: 9559.708008
	Iteration 14Q: 3 clusters Score -527485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -527500.437500 Penalty: 9559.708008
	Iteration 15Q: 3 clusters Score -527500.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -527510.562500 Penalty: 9559.708008
	Iteration 16Q: 3 clusters Score -527510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -527516.375000 Penalty: 9559.708008
	Iteration 17Q: 3 clusters Score -527516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -527520.562500 Penalty: 9559.708008
	Iteration 18Q: 3 clusters Score -527520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -527533.375000 Penalty: 9559.708008
	Iteration 19Q: 3 clusters Score -527533.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -527562.937500 Penalty: 9559.708008
	Iteration 20F: 3 clusters Score -527562.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -527602.500000 Penalty: 9559.708008
	Iteration 21Q: 3 clusters Score -527602.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -527647.000000 Penalty: 9559.708008
	Iteration 22Q: 3 clusters Score -527647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -527677.062500 Penalty: 9559.708008
	Iteration 23Q: 3 clusters Score -527677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -527679.812500 Penalty: 9559.708008
	Iteration 24Q: 3 clusters Score -527679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -527679.812500 Penalty: 9559.708008
	Iteration 25F: 3 clusters Score -527679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63516 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123267 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131295 members 
Mstep: Class 14 contains 38480 members 
Mstep: Class 15 contains 71772 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74269 members 
Mstep: Class 18 contains 58216 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44396 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 38826 members 
Mstep: Class 25 contains 16034 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
Score: -272443616.000000 Penalty: 223145.312500
Splitting cluster 23 changes total score from -272441728.000000 to -272443616.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 24 (38826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Entering Unmasked Estep 
Score: -8886481.000000 Penalty: 6472.192383
	Iteration 0F: 2 clusters Score -8886481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -8858045.000000 Penalty: 12944.384766
	Iteration 0F: 3 clusters Score -8858045 nChanged 16779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -8867101.000000 Penalty: 12944.384766
	Iteration 1F: 3 clusters Score -8867101 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -8867988.000000 Penalty: 12944.384766
	Iteration 2F: 3 clusters Score -8867988 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -8868687.000000 Penalty: 12944.384766
	Iteration 3Q: 3 clusters Score -8868687 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -8869423.000000 Penalty: 12944.384766
	Iteration 4Q: 3 clusters Score -8869423 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -8870299.000000 Penalty: 12944.384766
	Iteration 5Q: 3 clusters Score -8870299 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -8871322.000000 Penalty: 12944.384766
	Iteration 6Q: 3 clusters Score -8871322 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -8872538.000000 Penalty: 12944.384766
	Iteration 7F: 3 clusters Score -8872538 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -8873992.000000 Penalty: 12944.384766
	Iteration 8F: 3 clusters Score -8873992 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -8875465.000000 Penalty: 12944.384766
	Iteration 9F: 3 clusters Score -8875465 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -8877010.000000 Penalty: 12944.384766
	Iteration 10Q: 3 clusters Score -8877010 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8878295.000000 Penalty: 12944.384766
	Iteration 11Q: 3 clusters Score -8878295 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8879173.000000 Penalty: 12944.384766
	Iteration 12Q: 3 clusters Score -8879173 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8879728.000000 Penalty: 12944.384766
	Iteration 13Q: 3 clusters Score -8879728 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8880067.000000 Penalty: 12944.384766
	Iteration 14Q: 3 clusters Score -8880067 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8880319.000000 Penalty: 12944.384766
	Iteration 15Q: 3 clusters Score -8880319 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8880462.000000 Penalty: 12944.384766
	Iteration 16Q: 3 clusters Score -8880462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8880561.000000 Penalty: 12944.384766
	Iteration 17Q: 3 clusters Score -8880561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8880607.000000 Penalty: 12944.384766
	Iteration 18Q: 3 clusters Score -8880607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8880657.000000 Penalty: 12944.384766
	Iteration 19Q: 3 clusters Score -8880657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8880692.000000 Penalty: 12944.384766
	Iteration 20F: 3 clusters Score -8880692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8880718.000000 Penalty: 12944.384766
	Iteration 21Q: 3 clusters Score -8880718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8880755.000000 Penalty: 12944.384766
	Iteration 22Q: 3 clusters Score -8880755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8880778.000000 Penalty: 12944.384766
	Iteration 23Q: 3 clusters Score -8880778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8880778.000000 Penalty: 12944.384766
	Iteration 24Q: 3 clusters Score -8880778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8880791.000000 Penalty: 12944.384766
	Iteration 25Q: 3 clusters Score -8880791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8880798.000000 Penalty: 12944.384766
	Iteration 26Q: 3 clusters Score -8880798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8880802.000000 Penalty: 12944.384766
	Iteration 27Q: 3 clusters Score -8880802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8880810.000000 Penalty: 12944.384766
	Iteration 28Q: 3 clusters Score -8880810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8880809.000000 Penalty: 12944.384766
	Iteration 29Q: 3 clusters Score -8880809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8880809.000000 Penalty: 12944.384766
	Iteration 30F: 3 clusters Score -8880809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 108514 members 
Mstep: Class 6 contains 63516 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 123267 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 131295 members 
Mstep: Class 14 contains 38480 members 
Mstep: Class 15 contains 71772 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74269 members 
Mstep: Class 18 contains 58216 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 86436 members 
Mstep: Class 21 contains 44396 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 38826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444928.000000 Penalty: 223145.312500
Iteration 199Q: 27 clusters Score -2.724449e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 15861 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 18109 members 
Mstep: Class 5 contains 108496 members 
Mstep: Class 6 contains 63313 members 
Mstep: Class 7 contains 13755 members 
Mstep: Class 8 contains 123376 members 
Mstep: Class 9 contains 42593 members 
Mstep: Class 10 contains 119089 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17335 members 
Mstep: Class 13 contains 131279 members 
Mstep: Class 14 contains 38585 members 
Mstep: Class 15 contains 71771 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74266 members 
Mstep: Class 18 contains 58291 members 
Mstep: Class 19 contains 20944 members 
Mstep: Class 20 contains 86435 members 
Mstep: Class 21 contains 44066 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1367 members 
Mstep: Class 24 contains 38830 members 
Mstep: Class 25 contains 15661 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446144.000000 Penalty: 223145.312500
Iteration 200F: 27 clusters Score -2.724461e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 18389 members 
Mstep: Class 5 contains 108490 members 
Mstep: Class 6 contains 63149 members 
Mstep: Class 7 contains 13738 members 
Mstep: Class 8 contains 123235 members 
Mstep: Class 9 contains 42593 members 
Mstep: Class 10 contains 119093 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17294 members 
Mstep: Class 13 contains 131268 members 
Mstep: Class 14 contains 38456 members 
Mstep: Class 15 contains 71763 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74264 members 
Mstep: Class 18 contains 58328 members 
Mstep: Class 19 contains 20908 members 
Mstep: Class 20 contains 86439 members 
Mstep: Class 21 contains 43911 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38843 members 
Mstep: Class 25 contains 16064 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445792.000000 Penalty: 223145.312500
Iteration 201Q: 27 clusters Score -2.724458e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15803 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 18609 members 
Mstep: Class 5 contains 108481 members 
Mstep: Class 6 contains 62990 members 
Mstep: Class 7 contains 13734 members 
Mstep: Class 8 contains 123183 members 
Mstep: Class 9 contains 42593 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 17280 members 
Mstep: Class 13 contains 131264 members 
Mstep: Class 14 contains 38390 members 
Mstep: Class 15 contains 71746 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74264 members 
Mstep: Class 18 contains 58340 members 
Mstep: Class 19 contains 20903 members 
Mstep: Class 20 contains 86442 members 
Mstep: Class 21 contains 43822 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38861 members 
Mstep: Class 25 contains 16246 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445728.000000 Penalty: 223145.312500
Iteration 202Q: 27 clusters Score -2.724457e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 15804 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 18777 members 
Mstep: Class 5 contains 108464 members 
Mstep: Class 6 contains 62883 members 
Mstep: Class 7 contains 13716 members 
Mstep: Class 8 contains 123161 members 
Mstep: Class 9 contains 42593 members 
Mstep: Class 10 contains 119093 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 17269 members 
Mstep: Class 13 contains 131258 members 
Mstep: Class 14 contains 38336 members 
Mstep: Class 15 contains 71728 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74264 members 
Mstep: Class 18 contains 58349 members 
Mstep: Class 19 contains 20905 members 
Mstep: Class 20 contains 86445 members 
Mstep: Class 21 contains 43779 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38873 members 
Mstep: Class 25 contains 16341 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445536.000000 Penalty: 223145.312500
Iteration 203Q: 27 clusters Score -2.724455e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 15805 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 18892 members 
Mstep: Class 5 contains 108453 members 
Mstep: Class 6 contains 62796 members 
Mstep: Class 7 contains 13716 members 
Mstep: Class 8 contains 123146 members 
Mstep: Class 9 contains 42594 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17260 members 
Mstep: Class 13 contains 131258 members 
Mstep: Class 14 contains 38310 members 
Mstep: Class 15 contains 71713 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 74263 members 
Mstep: Class 18 contains 58354 members 
Mstep: Class 19 contains 20907 members 
Mstep: Class 20 contains 86452 members 
Mstep: Class 21 contains 43746 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38882 members 
Mstep: Class 25 contains 16398 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445536.000000 Penalty: 223145.312500
Iteration 204Q: 27 clusters Score -2.724455e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 15806 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 18973 members 
Mstep: Class 5 contains 108442 members 
Mstep: Class 6 contains 62729 members 
Mstep: Class 7 contains 13712 members 
Mstep: Class 8 contains 123138 members 
Mstep: Class 9 contains 42596 members 
Mstep: Class 10 contains 119093 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17256 members 
Mstep: Class 13 contains 131257 members 
Mstep: Class 14 contains 38280 members 
Mstep: Class 15 contains 71702 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 74260 members 
Mstep: Class 18 contains 58359 members 
Mstep: Class 19 contains 20906 members 
Mstep: Class 20 contains 86458 members 
Mstep: Class 21 contains 43739 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38895 members 
Mstep: Class 25 contains 16438 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445536.000000 Penalty: 223145.312500
Iteration 205Q: 27 clusters Score -2.724455e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 15812 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19039 members 
Mstep: Class 5 contains 108428 members 
Mstep: Class 6 contains 62668 members 
Mstep: Class 7 contains 13712 members 
Mstep: Class 8 contains 123133 members 
Mstep: Class 9 contains 42597 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17255 members 
Mstep: Class 13 contains 131259 members 
Mstep: Class 14 contains 38263 members 
Mstep: Class 15 contains 71690 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74250 members 
Mstep: Class 18 contains 58357 members 
Mstep: Class 19 contains 20907 members 
Mstep: Class 20 contains 86461 members 
Mstep: Class 21 contains 43744 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38908 members 
Mstep: Class 25 contains 16459 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445312.000000 Penalty: 223145.312500
Iteration 206Q: 27 clusters Score -2.724453e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 15817 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19094 members 
Mstep: Class 5 contains 108407 members 
Mstep: Class 6 contains 62622 members 
Mstep: Class 7 contains 13711 members 
Mstep: Class 8 contains 123122 members 
Mstep: Class 9 contains 42599 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17252 members 
Mstep: Class 13 contains 131258 members 
Mstep: Class 14 contains 38248 members 
Mstep: Class 15 contains 71685 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74240 members 
Mstep: Class 18 contains 58361 members 
Mstep: Class 19 contains 20906 members 
Mstep: Class 20 contains 86465 members 
Mstep: Class 21 contains 43749 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38923 members 
Mstep: Class 25 contains 16475 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445504.000000 Penalty: 223145.312500
Iteration 207Q: 27 clusters Score -2.724455e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 15819 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19128 members 
Mstep: Class 5 contains 108393 members 
Mstep: Class 6 contains 62587 members 
Mstep: Class 7 contains 13705 members 
Mstep: Class 8 contains 123116 members 
Mstep: Class 9 contains 42604 members 
Mstep: Class 10 contains 119093 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17248 members 
Mstep: Class 13 contains 131254 members 
Mstep: Class 14 contains 38235 members 
Mstep: Class 15 contains 71685 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74231 members 
Mstep: Class 18 contains 58360 members 
Mstep: Class 19 contains 20910 members 
Mstep: Class 20 contains 86468 members 
Mstep: Class 21 contains 43768 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38931 members 
Mstep: Class 25 contains 16487 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445632.000000 Penalty: 223145.312500
Iteration 208Q: 27 clusters Score -2.724456e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 15821 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19161 members 
Mstep: Class 5 contains 108377 members 
Mstep: Class 6 contains 62562 members 
Mstep: Class 7 contains 13701 members 
Mstep: Class 8 contains 123112 members 
Mstep: Class 9 contains 42608 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59716 members 
Mstep: Class 12 contains 17243 members 
Mstep: Class 13 contains 131251 members 
Mstep: Class 14 contains 38232 members 
Mstep: Class 15 contains 71685 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74227 members 
Mstep: Class 18 contains 58362 members 
Mstep: Class 19 contains 20910 members 
Mstep: Class 20 contains 86470 members 
Mstep: Class 21 contains 43773 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38941 members 
Mstep: Class 25 contains 16493 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445568.000000 Penalty: 223145.312500
Iteration 209Q: 27 clusters Score -2.724456e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19191 members 
Mstep: Class 5 contains 108363 members 
Mstep: Class 6 contains 62531 members 
Mstep: Class 7 contains 13704 members 
Mstep: Class 8 contains 123102 members 
Mstep: Class 9 contains 42612 members 
Mstep: Class 10 contains 119094 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17241 members 
Mstep: Class 13 contains 131251 members 
Mstep: Class 14 contains 38233 members 
Mstep: Class 15 contains 71674 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74220 members 
Mstep: Class 18 contains 58360 members 
Mstep: Class 19 contains 20908 members 
Mstep: Class 20 contains 86473 members 
Mstep: Class 21 contains 43782 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38958 members 
Mstep: Class 25 contains 16494 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445632.000000 Penalty: 223145.312500
Iteration 210Q: 27 clusters Score -2.724456e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19219 members 
Mstep: Class 5 contains 108348 members 
Mstep: Class 6 contains 62506 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 123094 members 
Mstep: Class 9 contains 42615 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17239 members 
Mstep: Class 13 contains 131247 members 
Mstep: Class 14 contains 38228 members 
Mstep: Class 15 contains 71663 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74220 members 
Mstep: Class 18 contains 58360 members 
Mstep: Class 19 contains 20910 members 
Mstep: Class 20 contains 86477 members 
Mstep: Class 21 contains 43797 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38976 members 
Mstep: Class 25 contains 16497 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445728.000000 Penalty: 223145.312500
Iteration 211Q: 27 clusters Score -2.724457e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19234 members 
Mstep: Class 5 contains 108331 members 
Mstep: Class 6 contains 62483 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 123095 members 
Mstep: Class 9 contains 42622 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59713 members 
Mstep: Class 12 contains 17237 members 
Mstep: Class 13 contains 131245 members 
Mstep: Class 14 contains 38223 members 
Mstep: Class 15 contains 71662 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74214 members 
Mstep: Class 18 contains 58362 members 
Mstep: Class 19 contains 20910 members 
Mstep: Class 20 contains 86483 members 
Mstep: Class 21 contains 43812 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38982 members 
Mstep: Class 25 contains 16499 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445536.000000 Penalty: 223145.312500
Iteration 212Q: 27 clusters Score -2.724455e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 15825 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19242 members 
Mstep: Class 5 contains 108308 members 
Mstep: Class 6 contains 62463 members 
Mstep: Class 7 contains 13696 members 
Mstep: Class 8 contains 123094 members 
Mstep: Class 9 contains 42626 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17237 members 
Mstep: Class 13 contains 131245 members 
Mstep: Class 14 contains 38224 members 
Mstep: Class 15 contains 71660 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74210 members 
Mstep: Class 18 contains 58366 members 
Mstep: Class 19 contains 20912 members 
Mstep: Class 20 contains 86490 members 
Mstep: Class 21 contains 43833 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38985 members 
Mstep: Class 25 contains 16499 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445792.000000 Penalty: 223145.312500
Iteration 213Q: 27 clusters Score -2.724458e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 15827 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19247 members 
Mstep: Class 5 contains 108284 members 
Mstep: Class 6 contains 62460 members 
Mstep: Class 7 contains 13695 members 
Mstep: Class 8 contains 123089 members 
Mstep: Class 9 contains 42628 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59715 members 
Mstep: Class 12 contains 17237 members 
Mstep: Class 13 contains 131244 members 
Mstep: Class 14 contains 38226 members 
Mstep: Class 15 contains 71656 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74203 members 
Mstep: Class 18 contains 58363 members 
Mstep: Class 19 contains 20913 members 
Mstep: Class 20 contains 86499 members 
Mstep: Class 21 contains 43850 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 38992 members 
Mstep: Class 25 contains 16499 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445792.000000 Penalty: 223145.312500
Iteration 214Q: 27 clusters Score -2.724458e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 15827 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19253 members 
Mstep: Class 5 contains 108264 members 
Mstep: Class 6 contains 62455 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 123085 members 
Mstep: Class 9 contains 42629 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59716 members 
Mstep: Class 12 contains 17237 members 
Mstep: Class 13 contains 131245 members 
Mstep: Class 14 contains 38225 members 
Mstep: Class 15 contains 71650 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74199 members 
Mstep: Class 18 contains 58361 members 
Mstep: Class 19 contains 20913 members 
Mstep: Class 20 contains 86507 members 
Mstep: Class 21 contains 43860 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39001 members 
Mstep: Class 25 contains 16499 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445920.000000 Penalty: 223145.312500
Iteration 215Q: 27 clusters Score -2.724459e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 15827 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19263 members 
Mstep: Class 5 contains 108251 members 
Mstep: Class 6 contains 62446 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 123081 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17236 members 
Mstep: Class 13 contains 131246 members 
Mstep: Class 14 contains 38222 members 
Mstep: Class 15 contains 71645 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74197 members 
Mstep: Class 18 contains 58359 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 86514 members 
Mstep: Class 21 contains 43871 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39007 members 
Mstep: Class 25 contains 16500 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445984.000000 Penalty: 223145.312500
Iteration 216Q: 27 clusters Score -2.72446e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 15828 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19271 members 
Mstep: Class 5 contains 108237 members 
Mstep: Class 6 contains 62440 members 
Mstep: Class 7 contains 13702 members 
Mstep: Class 8 contains 123079 members 
Mstep: Class 9 contains 42629 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 17234 members 
Mstep: Class 13 contains 131246 members 
Mstep: Class 14 contains 38219 members 
Mstep: Class 15 contains 71641 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74198 members 
Mstep: Class 18 contains 58358 members 
Mstep: Class 19 contains 20917 members 
Mstep: Class 20 contains 86518 members 
Mstep: Class 21 contains 43873 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39012 members 
Mstep: Class 25 contains 16502 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445824.000000 Penalty: 223145.312500
Iteration 217Q: 27 clusters Score -2.724458e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 15826 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 108228 members 
Mstep: Class 6 contains 62433 members 
Mstep: Class 7 contains 13703 members 
Mstep: Class 8 contains 123078 members 
Mstep: Class 9 contains 42627 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 17233 members 
Mstep: Class 13 contains 131246 members 
Mstep: Class 14 contains 38218 members 
Mstep: Class 15 contains 71637 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74197 members 
Mstep: Class 18 contains 58360 members 
Mstep: Class 19 contains 20918 members 
Mstep: Class 20 contains 86523 members 
Mstep: Class 21 contains 43878 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39019 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445952.000000 Penalty: 223145.312500
Iteration 218Q: 27 clusters Score -2.72446e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 15829 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19285 members 
Mstep: Class 5 contains 108221 members 
Mstep: Class 6 contains 62424 members 
Mstep: Class 7 contains 13704 members 
Mstep: Class 8 contains 123078 members 
Mstep: Class 9 contains 42627 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 17233 members 
Mstep: Class 13 contains 131246 members 
Mstep: Class 14 contains 38216 members 
Mstep: Class 15 contains 71635 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74197 members 
Mstep: Class 18 contains 58360 members 
Mstep: Class 19 contains 20918 members 
Mstep: Class 20 contains 86525 members 
Mstep: Class 21 contains 43882 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39021 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445952.000000 Penalty: 223145.312500
Iteration 219Q: 27 clusters Score -2.72446e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 15828 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 108216 members 
Mstep: Class 6 contains 62420 members 
Mstep: Class 7 contains 13704 members 
Mstep: Class 8 contains 123078 members 
Mstep: Class 9 contains 42628 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 17232 members 
Mstep: Class 13 contains 131244 members 
Mstep: Class 14 contains 38216 members 
Mstep: Class 15 contains 71633 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74195 members 
Mstep: Class 18 contains 58359 members 
Mstep: Class 19 contains 20918 members 
Mstep: Class 20 contains 86528 members 
Mstep: Class 21 contains 43885 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39024 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445920.000000 Penalty: 223145.312500
Iteration 220F: 27 clusters Score -2.724459e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 15828 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19301 members 
Mstep: Class 5 contains 108209 members 
Mstep: Class 6 contains 62416 members 
Mstep: Class 7 contains 13706 members 
Mstep: Class 8 contains 123077 members 
Mstep: Class 9 contains 42629 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 17231 members 
Mstep: Class 13 contains 131243 members 
Mstep: Class 14 contains 38215 members 
Mstep: Class 15 contains 71632 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74194 members 
Mstep: Class 18 contains 58356 members 
Mstep: Class 19 contains 20918 members 
Mstep: Class 20 contains 86530 members 
Mstep: Class 21 contains 43886 members 
Mstep: Class 22 contains 5866 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39027 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445952.000000 Penalty: 223145.312500
Iteration 221Q: 27 clusters Score -2.72446e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 15828 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19303 members 
Mstep: Class 5 contains 108203 members 
Mstep: Class 6 contains 62413 members 
Mstep: Class 7 contains 13705 members 
Mstep: Class 8 contains 123073 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 119094 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17231 members 
Mstep: Class 13 contains 131241 members 
Mstep: Class 14 contains 38214 members 
Mstep: Class 15 contains 71633 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74194 members 
Mstep: Class 18 contains 58352 members 
Mstep: Class 19 contains 20919 members 
Mstep: Class 20 contains 86532 members 
Mstep: Class 21 contains 43893 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39032 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445952.000000 Penalty: 223145.312500
Iteration 222Q: 27 clusters Score -2.72446e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 15828 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19308 members 
Mstep: Class 5 contains 108193 members 
Mstep: Class 6 contains 62407 members 
Mstep: Class 7 contains 13705 members 
Mstep: Class 8 contains 123073 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 119094 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 17231 members 
Mstep: Class 13 contains 131241 members 
Mstep: Class 14 contains 38215 members 
Mstep: Class 15 contains 71633 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74195 members 
Mstep: Class 18 contains 58353 members 
Mstep: Class 19 contains 20918 members 
Mstep: Class 20 contains 86534 members 
Mstep: Class 21 contains 43900 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39032 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446080.000000 Penalty: 223145.312500
Iteration 223Q: 27 clusters Score -2.724461e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 15827 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19311 members 
Mstep: Class 5 contains 108183 members 
Mstep: Class 6 contains 62403 members 
Mstep: Class 7 contains 13705 members 
Mstep: Class 8 contains 123073 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 17231 members 
Mstep: Class 13 contains 131241 members 
Mstep: Class 14 contains 38215 members 
Mstep: Class 15 contains 71632 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74193 members 
Mstep: Class 18 contains 58354 members 
Mstep: Class 19 contains 20919 members 
Mstep: Class 20 contains 86533 members 
Mstep: Class 21 contains 43910 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39034 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446144.000000 Penalty: 223145.312500
Iteration 224Q: 27 clusters Score -2.724461e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 15826 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19312 members 
Mstep: Class 5 contains 108177 members 
Mstep: Class 6 contains 62399 members 
Mstep: Class 7 contains 13705 members 
Mstep: Class 8 contains 123074 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 131242 members 
Mstep: Class 14 contains 38215 members 
Mstep: Class 15 contains 71633 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74192 members 
Mstep: Class 18 contains 58354 members 
Mstep: Class 19 contains 20917 members 
Mstep: Class 20 contains 86532 members 
Mstep: Class 21 contains 43920 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39036 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446016.000000 Penalty: 223145.312500
Iteration 225Q: 27 clusters Score -2.72446e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 15826 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19312 members 
Mstep: Class 5 contains 108166 members 
Mstep: Class 6 contains 62393 members 
Mstep: Class 7 contains 13705 members 
Mstep: Class 8 contains 123073 members 
Mstep: Class 9 contains 42629 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 17231 members 
Mstep: Class 13 contains 131242 members 
Mstep: Class 14 contains 38215 members 
Mstep: Class 15 contains 71635 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74188 members 
Mstep: Class 18 contains 58354 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 86534 members 
Mstep: Class 21 contains 43936 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39040 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445920.000000 Penalty: 223145.312500
Iteration 226Q: 27 clusters Score -2.724459e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 15825 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 19312 members 
Mstep: Class 5 contains 108149 members 
Mstep: Class 6 contains 62381 members 
Mstep: Class 7 contains 13707 members 
Mstep: Class 8 contains 123072 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17231 members 
Mstep: Class 13 contains 131242 members 
Mstep: Class 14 contains 38215 members 
Mstep: Class 15 contains 71634 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74187 members 
Mstep: Class 18 contains 58353 members 
Mstep: Class 19 contains 20913 members 
Mstep: Class 20 contains 86537 members 
Mstep: Class 21 contains 43963 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39041 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445920.000000 Penalty: 223145.312500
Iteration 227Q: 27 clusters Score -2.724459e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 15825 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19316 members 
Mstep: Class 5 contains 108131 members 
Mstep: Class 6 contains 62369 members 
Mstep: Class 7 contains 13704 members 
Mstep: Class 8 contains 123069 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17231 members 
Mstep: Class 13 contains 131242 members 
Mstep: Class 14 contains 38215 members 
Mstep: Class 15 contains 71633 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74188 members 
Mstep: Class 18 contains 58353 members 
Mstep: Class 19 contains 20915 members 
Mstep: Class 20 contains 86538 members 
Mstep: Class 21 contains 43987 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39044 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445760.000000 Penalty: 223145.312500
Iteration 228Q: 27 clusters Score -2.724458e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19320 members 
Mstep: Class 5 contains 108115 members 
Mstep: Class 6 contains 62355 members 
Mstep: Class 7 contains 13701 members 
Mstep: Class 8 contains 123067 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17232 members 
Mstep: Class 13 contains 131242 members 
Mstep: Class 14 contains 38214 members 
Mstep: Class 15 contains 71632 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74190 members 
Mstep: Class 18 contains 58349 members 
Mstep: Class 19 contains 20915 members 
Mstep: Class 20 contains 86538 members 
Mstep: Class 21 contains 44018 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39046 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445856.000000 Penalty: 223145.312500
Iteration 229Q: 27 clusters Score -2.724459e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 15823 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19322 members 
Mstep: Class 5 contains 108104 members 
Mstep: Class 6 contains 62348 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 123065 members 
Mstep: Class 9 contains 42631 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17231 members 
Mstep: Class 13 contains 131241 members 
Mstep: Class 14 contains 38214 members 
Mstep: Class 15 contains 71633 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 74190 members 
Mstep: Class 18 contains 58345 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 86537 members 
Mstep: Class 21 contains 44040 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39048 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445984.000000 Penalty: 223145.312500
Iteration 230Q: 27 clusters Score -2.72446e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 108090 members 
Mstep: Class 6 contains 62340 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 123063 members 
Mstep: Class 9 contains 42633 members 
Mstep: Class 10 contains 119094 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 131241 members 
Mstep: Class 14 contains 38214 members 
Mstep: Class 15 contains 71630 members 
Mstep: Class 16 contains 16120 members 
Mstep: Class 17 contains 74189 members 
Mstep: Class 18 contains 58347 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 86537 members 
Mstep: Class 21 contains 44062 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39050 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446048.000000 Penalty: 223145.312500
Iteration 231Q: 27 clusters Score -2.72446e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19328 members 
Mstep: Class 5 contains 108071 members 
Mstep: Class 6 contains 62329 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 123062 members 
Mstep: Class 9 contains 42635 members 
Mstep: Class 10 contains 119090 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 131241 members 
Mstep: Class 14 contains 38213 members 
Mstep: Class 15 contains 71630 members 
Mstep: Class 16 contains 16123 members 
Mstep: Class 17 contains 74188 members 
Mstep: Class 18 contains 58350 members 
Mstep: Class 19 contains 20911 members 
Mstep: Class 20 contains 86540 members 
Mstep: Class 21 contains 44087 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39051 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446048.000000 Penalty: 223145.312500
Iteration 232Q: 27 clusters Score -2.72446e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19332 members 
Mstep: Class 5 contains 108050 members 
Mstep: Class 6 contains 62318 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 123061 members 
Mstep: Class 9 contains 42636 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 131242 members 
Mstep: Class 14 contains 38214 members 
Mstep: Class 15 contains 71631 members 
Mstep: Class 16 contains 16125 members 
Mstep: Class 17 contains 74187 members 
Mstep: Class 18 contains 58349 members 
Mstep: Class 19 contains 20911 members 
Mstep: Class 20 contains 86542 members 
Mstep: Class 21 contains 44113 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39052 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446144.000000 Penalty: 223145.312500
Iteration 233Q: 27 clusters Score -2.724461e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19338 members 
Mstep: Class 5 contains 108030 members 
Mstep: Class 6 contains 62305 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 123061 members 
Mstep: Class 9 contains 42637 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 131241 members 
Mstep: Class 14 contains 38214 members 
Mstep: Class 15 contains 71634 members 
Mstep: Class 16 contains 16126 members 
Mstep: Class 17 contains 74187 members 
Mstep: Class 18 contains 58349 members 
Mstep: Class 19 contains 20910 members 
Mstep: Class 20 contains 86542 members 
Mstep: Class 21 contains 44139 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39052 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446112.000000 Penalty: 223145.312500
Iteration 234Q: 27 clusters Score -2.724461e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19344 members 
Mstep: Class 5 contains 108012 members 
Mstep: Class 6 contains 62289 members 
Mstep: Class 7 contains 13697 members 
Mstep: Class 8 contains 123061 members 
Mstep: Class 9 contains 42639 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 131240 members 
Mstep: Class 14 contains 38213 members 
Mstep: Class 15 contains 71634 members 
Mstep: Class 16 contains 16127 members 
Mstep: Class 17 contains 74186 members 
Mstep: Class 18 contains 58353 members 
Mstep: Class 19 contains 20911 members 
Mstep: Class 20 contains 86543 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39052 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446080.000000 Penalty: 223145.312500
Iteration 235Q: 27 clusters Score -2.724461e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19353 members 
Mstep: Class 5 contains 107998 members 
Mstep: Class 6 contains 62283 members 
Mstep: Class 7 contains 13695 members 
Mstep: Class 8 contains 123060 members 
Mstep: Class 9 contains 42639 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17229 members 
Mstep: Class 13 contains 131240 members 
Mstep: Class 14 contains 38212 members 
Mstep: Class 15 contains 71633 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 74186 members 
Mstep: Class 18 contains 58352 members 
Mstep: Class 19 contains 20912 members 
Mstep: Class 20 contains 86546 members 
Mstep: Class 21 contains 44172 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39052 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446080.000000 Penalty: 223145.312500
Iteration 236Q: 27 clusters Score -2.724461e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 15825 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19359 members 
Mstep: Class 5 contains 107982 members 
Mstep: Class 6 contains 62273 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 123060 members 
Mstep: Class 9 contains 42639 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17229 members 
Mstep: Class 13 contains 131240 members 
Mstep: Class 14 contains 38212 members 
Mstep: Class 15 contains 71635 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 74188 members 
Mstep: Class 18 contains 58353 members 
Mstep: Class 19 contains 20911 members 
Mstep: Class 20 contains 86547 members 
Mstep: Class 21 contains 44188 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39053 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445984.000000 Penalty: 223145.312500
Iteration 237Q: 27 clusters Score -2.72446e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 15825 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19362 members 
Mstep: Class 5 contains 107970 members 
Mstep: Class 6 contains 62260 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 123060 members 
Mstep: Class 9 contains 42639 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 131240 members 
Mstep: Class 14 contains 38211 members 
Mstep: Class 15 contains 71634 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 74187 members 
Mstep: Class 18 contains 58356 members 
Mstep: Class 19 contains 20911 members 
Mstep: Class 20 contains 86549 members 
Mstep: Class 21 contains 44206 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39053 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446080.000000 Penalty: 223145.312500
Iteration 238Q: 27 clusters Score -2.724461e+08 nChanged 39
Entering ConstructFrom: 
Score: -272446080.000000 Penalty: 223145.312500
Entering ConstructFrom: 
Trying to split cluster 1 (30197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Entering Unmasked Estep 
Score: -6887000.000000 Penalty: 6318.242188
	Iteration 0F: 2 clusters Score -6887000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -6863967.500000 Penalty: 12636.484375
	Iteration 0F: 3 clusters Score -6863968 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -6870638.000000 Penalty: 12636.484375
	Iteration 1F: 3 clusters Score -6870638 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -6871369.500000 Penalty: 12636.484375
	Iteration 2F: 3 clusters Score -6871370 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -6871860.000000 Penalty: 12636.484375
	Iteration 3Q: 3 clusters Score -6871860 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -6872277.500000 Penalty: 12636.484375
	Iteration 4Q: 3 clusters Score -6872278 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -6872537.000000 Penalty: 12636.484375
	Iteration 5Q: 3 clusters Score -6872537 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -6872824.000000 Penalty: 12636.484375
	Iteration 6Q: 3 clusters Score -6872824 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -6872994.500000 Penalty: 12636.484375
	Iteration 7Q: 3 clusters Score -6872994 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -6873232.000000 Penalty: 12636.484375
	Iteration 8Q: 3 clusters Score -6873232 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -6873487.000000 Penalty: 12636.484375
	Iteration 9Q: 3 clusters Score -6873487 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -6873828.500000 Penalty: 12636.484375
	Iteration 10Q: 3 clusters Score -6873828 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -6874220.000000 Penalty: 12636.484375
	Iteration 11Q: 3 clusters Score -6874220 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -6874734.000000 Penalty: 12636.484375
	Iteration 12Q: 3 clusters Score -6874734 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -6875456.000000 Penalty: 12636.484375
	Iteration 13Q: 3 clusters Score -6875456 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -6876306.000000 Penalty: 12636.484375
	Iteration 14Q: 3 clusters Score -6876306 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -6877337.500000 Penalty: 12636.484375
	Iteration 15Q: 3 clusters Score -6877338 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6878291.500000 Penalty: 12636.484375
	Iteration 16Q: 3 clusters Score -6878292 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6879176.000000 Penalty: 12636.484375
	Iteration 17Q: 3 clusters Score -6879176 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6879956.000000 Penalty: 12636.484375
	Iteration 18Q: 3 clusters Score -6879956 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6880497.500000 Penalty: 12636.484375
	Iteration 19Q: 3 clusters Score -6880498 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6880817.500000 Penalty: 12636.484375
	Iteration 20F: 3 clusters Score -6880818 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6881019.000000 Penalty: 12636.484375
	Iteration 21Q: 3 clusters Score -6881019 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6881153.500000 Penalty: 12636.484375
	Iteration 22Q: 3 clusters Score -6881154 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6881229.000000 Penalty: 12636.484375
	Iteration 23Q: 3 clusters Score -6881229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6881282.500000 Penalty: 12636.484375
	Iteration 24Q: 3 clusters Score -6881282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6881326.000000 Penalty: 12636.484375
	Iteration 25Q: 3 clusters Score -6881326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6881342.500000 Penalty: 12636.484375
	Iteration 26Q: 3 clusters Score -6881342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6881362.000000 Penalty: 12636.484375
	Iteration 27Q: 3 clusters Score -6881362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6881381.000000 Penalty: 12636.484375
	Iteration 28Q: 3 clusters Score -6881381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6881391.500000 Penalty: 12636.484375
	Iteration 29Q: 3 clusters Score -6881392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6881405.500000 Penalty: 12636.484375
	Iteration 30Q: 3 clusters Score -6881406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6881407.500000 Penalty: 12636.484375
	Iteration 31Q: 3 clusters Score -6881408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6881415.000000 Penalty: 12636.484375
	Iteration 32Q: 3 clusters Score -6881415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6881431.500000 Penalty: 12636.484375
	Iteration 33Q: 3 clusters Score -6881432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6881437.500000 Penalty: 12636.484375
	Iteration 34Q: 3 clusters Score -6881438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6881439.000000 Penalty: 12636.484375
	Iteration 35Q: 3 clusters Score -6881439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6881450.500000 Penalty: 12636.484375
	Iteration 36Q: 3 clusters Score -6881450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6881439.500000 Penalty: 12636.484375
	Iteration 37Q: 3 clusters Score -6881440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6881450.500000 Penalty: 12636.484375
	Iteration 38Q: 3 clusters Score -6881450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6881450.500000 Penalty: 12636.484375
	Iteration 39F: 3 clusters Score -6881450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -3629879.750000 Penalty: 5922.474121
	Iteration 0F: 2 clusters Score -3629880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3615979.750000 Penalty: 11844.948242
	Iteration 0F: 3 clusters Score -3615980 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3619330.500000 Penalty: 11844.948242
	Iteration 1F: 3 clusters Score -3619330 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3619920.000000 Penalty: 11844.948242
	Iteration 2F: 3 clusters Score -3619920 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3620323.500000 Penalty: 11844.948242
	Iteration 3Q: 3 clusters Score -3620324 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3620605.250000 Penalty: 11844.948242
	Iteration 4Q: 3 clusters Score -3620605 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3620849.750000 Penalty: 11844.948242
	Iteration 5Q: 3 clusters Score -3620850 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3621050.250000 Penalty: 11844.948242
	Iteration 6Q: 3 clusters Score -3621050 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3621266.750000 Penalty: 11844.948242
	Iteration 7Q: 3 clusters Score -3621267 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3621438.250000 Penalty: 11844.948242
	Iteration 8Q: 3 clusters Score -3621438 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3621661.000000 Penalty: 11844.948242
	Iteration 9Q: 3 clusters Score -3621661 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -3621853.750000 Penalty: 11844.948242
	Iteration 10Q: 3 clusters Score -3621854 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3622066.500000 Penalty: 11844.948242
	Iteration 11Q: 3 clusters Score -3622066 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3622320.000000 Penalty: 11844.948242
	Iteration 12Q: 3 clusters Score -3622320 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3622616.000000 Penalty: 11844.948242
	Iteration 13Q: 3 clusters Score -3622616 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3622892.500000 Penalty: 11844.948242
	Iteration 14Q: 3 clusters Score -3622892 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3623118.250000 Penalty: 11844.948242
	Iteration 15Q: 3 clusters Score -3623118 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3623316.000000 Penalty: 11844.948242
	Iteration 16Q: 3 clusters Score -3623316 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3623497.250000 Penalty: 11844.948242
	Iteration 17Q: 3 clusters Score -3623497 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3623654.000000 Penalty: 11844.948242
	Iteration 18Q: 3 clusters Score -3623654 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3623791.500000 Penalty: 11844.948242
	Iteration 19Q: 3 clusters Score -3623792 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3623904.750000 Penalty: 11844.948242
	Iteration 20F: 3 clusters Score -3623905 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3623989.750000 Penalty: 11844.948242
	Iteration 21Q: 3 clusters Score -3623990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3624065.750000 Penalty: 11844.948242
	Iteration 22Q: 3 clusters Score -3624066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3624122.500000 Penalty: 11844.948242
	Iteration 23Q: 3 clusters Score -3624122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3624181.500000 Penalty: 11844.948242
	Iteration 24Q: 3 clusters Score -3624182 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3624234.250000 Penalty: 11844.948242
	Iteration 25Q: 3 clusters Score -3624234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3624301.000000 Penalty: 11844.948242
	Iteration 26Q: 3 clusters Score -3624301 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3624354.500000 Penalty: 11844.948242
	Iteration 27Q: 3 clusters Score -3624354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3624381.750000 Penalty: 11844.948242
	Iteration 28Q: 3 clusters Score -3624382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3624397.750000 Penalty: 11844.948242
	Iteration 29Q: 3 clusters Score -3624398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3624431.750000 Penalty: 11844.948242
	Iteration 30Q: 3 clusters Score -3624432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3624444.500000 Penalty: 11844.948242
	Iteration 31Q: 3 clusters Score -3624444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3624448.750000 Penalty: 11844.948242
	Iteration 32Q: 3 clusters Score -3624449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3624471.500000 Penalty: 11844.948242
	Iteration 33Q: 3 clusters Score -3624472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3624479.000000 Penalty: 11844.948242
	Iteration 34Q: 3 clusters Score -3624479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3624491.500000 Penalty: 11844.948242
	Iteration 35Q: 3 clusters Score -3624492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3624491.250000 Penalty: 11844.948242
	Iteration 36Q: 3 clusters Score -3624491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3624492.250000 Penalty: 11844.948242
	Iteration 37Q: 3 clusters Score -3624492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3624500.750000 Penalty: 11844.948242
	Iteration 38Q: 3 clusters Score -3624501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3624501.500000 Penalty: 11844.948242
	Iteration 39Q: 3 clusters Score -3624502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3624508.000000 Penalty: 11844.948242
	Iteration 40F: 3 clusters Score -3624508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3624507.500000 Penalty: 11844.948242
	Iteration 41Q: 3 clusters Score -3624508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3624507.750000 Penalty: 11844.948242
	Iteration 42Q: 3 clusters Score -3624508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3624501.000000 Penalty: 11844.948242
	Iteration 43Q: 3 clusters Score -3624501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3624501.000000 Penalty: 11844.948242
	Iteration 44F: 3 clusters Score -3624501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -217795.125000 Penalty: 4273.584961
	Iteration 0F: 2 clusters Score -217795.1 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 543 members 
Entering Unmasked Estep 
Score: -213860.484375 Penalty: 8547.169922
	Iteration 0F: 3 clusters Score -213860.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -214286.875000 Penalty: 8547.169922
	Iteration 1F: 3 clusters Score -214286.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -214485.125000 Penalty: 8547.169922
	Iteration 2F: 3 clusters Score -214485.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -214727.453125 Penalty: 8547.169922
	Iteration 3Q: 3 clusters Score -214727.5 nChanged 44
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: -214843.031250 Penalty: 8547.169922
	Iteration 4Q: 3 clusters Score -214843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -214958.718750 Penalty: 8547.169922
	Iteration 5Q: 3 clusters Score -214958.7 nChanged 38
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: -215051.437500 Penalty: 8547.169922
	Iteration 6Q: 3 clusters Score -215051.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -215141.062500 Penalty: 8547.169922
	Iteration 7Q: 3 clusters Score -215141.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -215214.375000 Penalty: 8547.169922
	Iteration 8Q: 3 clusters Score -215214.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -215261.671875 Penalty: 8547.169922
	Iteration 9Q: 3 clusters Score -215261.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -215302.906250 Penalty: 8547.169922
	Iteration 10Q: 3 clusters Score -215302.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -215337.343750 Penalty: 8547.169922
	Iteration 11Q: 3 clusters Score -215337.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -215395.296875 Penalty: 8547.169922
	Iteration 12Q: 3 clusters Score -215395.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -215432.968750 Penalty: 8547.169922
	Iteration 13Q: 3 clusters Score -215433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -215463.656250 Penalty: 8547.169922
	Iteration 14Q: 3 clusters Score -215463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -215478.625000 Penalty: 8547.169922
	Iteration 15Q: 3 clusters Score -215478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -215489.921875 Penalty: 8547.169922
	Iteration 16Q: 3 clusters Score -215489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -215502.531250 Penalty: 8547.169922
	Iteration 17Q: 3 clusters Score -215502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -215520.500000 Penalty: 8547.169922
	Iteration 18Q: 3 clusters Score -215520.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -215537.937500 Penalty: 8547.169922
	Iteration 19Q: 3 clusters Score -215537.9 nChanged 7
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: -215579.406250 Penalty: 8547.169922
	Iteration 20F: 3 clusters Score -215579.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -215772.531250 Penalty: 8547.169922
	Iteration 21Q: 3 clusters Score -215772.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -215906.421875 Penalty: 8547.169922
	Iteration 22Q: 3 clusters Score -215906.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -215999.390625 Penalty: 8547.169922
	Iteration 23Q: 3 clusters Score -215999.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -216050.437500 Penalty: 8547.169922
	Iteration 24Q: 3 clusters Score -216050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -216083.265625 Penalty: 8547.169922
	Iteration 25Q: 3 clusters Score -216083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -216120.734375 Penalty: 8547.169922
	Iteration 26Q: 3 clusters Score -216120.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -216170.046875 Penalty: 8547.169922
	Iteration 27Q: 3 clusters Score -216170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -216192.937500 Penalty: 8547.169922
	Iteration 28Q: 3 clusters Score -216192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -216206.078125 Penalty: 8547.169922
	Iteration 29Q: 3 clusters Score -216206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -216216.953125 Penalty: 8547.169922
	Iteration 30Q: 3 clusters Score -216217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -216217.734375 Penalty: 8547.169922
	Iteration 31F: 3 clusters Score -216217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -216225.562500 Penalty: 8547.169922
	Iteration 32Q: 3 clusters Score -216225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -216225.562500 Penalty: 8547.169922
	Iteration 33F: 3 clusters Score -216225.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Entering Unmasked Estep 
Score: -4472696.000000 Penalty: 6046.155273
	Iteration 0F: 2 clusters Score -4472696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -4456532.500000 Penalty: 12092.310547
	Iteration 0F: 3 clusters Score -4456532 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4460593.500000 Penalty: 12092.310547
	Iteration 1F: 3 clusters Score -4460594 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4461226.500000 Penalty: 12092.310547
	Iteration 2F: 3 clusters Score -4461226 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4461617.000000 Penalty: 12092.310547
	Iteration 3Q: 3 clusters Score -4461617 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4461922.500000 Penalty: 12092.310547
	Iteration 4Q: 3 clusters Score -4461922 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -4462137.500000 Penalty: 12092.310547
	Iteration 5Q: 3 clusters Score -4462138 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -4462319.500000 Penalty: 12092.310547
	Iteration 6Q: 3 clusters Score -4462320 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -4462477.000000 Penalty: 12092.310547
	Iteration 7Q: 3 clusters Score -4462477 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -4462621.000000 Penalty: 12092.310547
	Iteration 8Q: 3 clusters Score -4462621 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -4462772.000000 Penalty: 12092.310547
	Iteration 9Q: 3 clusters Score -4462772 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -4462883.000000 Penalty: 12092.310547
	Iteration 10Q: 3 clusters Score -4462883 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -4463026.000000 Penalty: 12092.310547
	Iteration 11Q: 3 clusters Score -4463026 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4463196.000000 Penalty: 12092.310547
	Iteration 12Q: 3 clusters Score -4463196 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -4463386.500000 Penalty: 12092.310547
	Iteration 13Q: 3 clusters Score -4463386 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4463559.000000 Penalty: 12092.310547
	Iteration 14Q: 3 clusters Score -4463559 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4463773.000000 Penalty: 12092.310547
	Iteration 15Q: 3 clusters Score -4463773 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4464017.500000 Penalty: 12092.310547
	Iteration 16Q: 3 clusters Score -4464018 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -4464287.500000 Penalty: 12092.310547
	Iteration 17Q: 3 clusters Score -4464288 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -4464594.500000 Penalty: 12092.310547
	Iteration 18Q: 3 clusters Score -4464594 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -4464899.500000 Penalty: 12092.310547
	Iteration 19Q: 3 clusters Score -4464900 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4465257.500000 Penalty: 12092.310547
	Iteration 20F: 3 clusters Score -4465258 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4465598.000000 Penalty: 12092.310547
	Iteration 21Q: 3 clusters Score -4465598 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -4465923.000000 Penalty: 12092.310547
	Iteration 22Q: 3 clusters Score -4465923 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4466194.500000 Penalty: 12092.310547
	Iteration 23Q: 3 clusters Score -4466194 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4466425.500000 Penalty: 12092.310547
	Iteration 24Q: 3 clusters Score -4466426 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4466622.000000 Penalty: 12092.310547
	Iteration 25Q: 3 clusters Score -4466622 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4466789.000000 Penalty: 12092.310547
	Iteration 26Q: 3 clusters Score -4466789 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -4466951.500000 Penalty: 12092.310547
	Iteration 27Q: 3 clusters Score -4466952 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -4467055.000000 Penalty: 12092.310547
	Iteration 28Q: 3 clusters Score -4467055 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4467106.500000 Penalty: 12092.310547
	Iteration 29Q: 3 clusters Score -4467106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4467163.000000 Penalty: 12092.310547
	Iteration 30Q: 3 clusters Score -4467163 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -4467213.500000 Penalty: 12092.310547
	Iteration 31Q: 3 clusters Score -4467214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4467241.500000 Penalty: 12092.310547
	Iteration 32Q: 3 clusters Score -4467242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -4467274.000000 Penalty: 12092.310547
	Iteration 33Q: 3 clusters Score -4467274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -4467307.500000 Penalty: 12092.310547
	Iteration 34Q: 3 clusters Score -4467308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4467337.500000 Penalty: 12092.310547
	Iteration 35Q: 3 clusters Score -4467338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4467358.500000 Penalty: 12092.310547
	Iteration 36Q: 3 clusters Score -4467358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4467378.500000 Penalty: 12092.310547
	Iteration 37Q: 3 clusters Score -4467378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4467397.500000 Penalty: 12092.310547
	Iteration 38Q: 3 clusters Score -4467398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4467415.500000 Penalty: 12092.310547
	Iteration 39Q: 3 clusters Score -4467416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4467412.500000 Penalty: 12092.310547
	Iteration 40F: 3 clusters Score -4467412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -4467425.000000 Penalty: 12092.310547
	Iteration 41Q: 3 clusters Score -4467425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4467436.000000 Penalty: 12092.310547
	Iteration 42Q: 3 clusters Score -4467436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -4467448.500000 Penalty: 12092.310547
	Iteration 43Q: 3 clusters Score -4467448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4467450.000000 Penalty: 12092.310547
	Iteration 44Q: 3 clusters Score -4467450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4467452.000000 Penalty: 12092.310547
	Iteration 45Q: 3 clusters Score -4467452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4467459.500000 Penalty: 12092.310547
	Iteration 46Q: 3 clusters Score -4467460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -4467459.500000 Penalty: 12092.310547
	Iteration 47Q: 3 clusters Score -4467460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4467468.000000 Penalty: 12092.310547
	Iteration 48Q: 3 clusters Score -4467468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4467469.500000 Penalty: 12092.310547
	Iteration 49Q: 3 clusters Score -4467470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4467471.000000 Penalty: 12092.310547
	Iteration 50Q: 3 clusters Score -4467471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4467471.000000 Penalty: 12092.310547
	Iteration 51F: 3 clusters Score -4467471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (107955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Entering Unmasked Estep 
Score: -24793324.000000 Penalty: 7098.550293
	Iteration 0F: 2 clusters Score -2.479332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -24721210.000000 Penalty: 14197.100586
	Iteration 0F: 3 clusters Score -2.472121e+07 nChanged 49529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -24748706.000000 Penalty: 14197.100586
	Iteration 1F: 3 clusters Score -2.474871e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -24750056.000000 Penalty: 14197.100586
	Iteration 2Q: 3 clusters Score -2.475006e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -24751856.000000 Penalty: 14197.100586
	Iteration 3Q: 3 clusters Score -2.475186e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -24754606.000000 Penalty: 14197.100586
	Iteration 4Q: 3 clusters Score -2.475461e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -24759228.000000 Penalty: 14197.100586
	Iteration 5F: 3 clusters Score -2.475923e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -24764858.000000 Penalty: 14197.100586
	Iteration 6F: 3 clusters Score -2.476486e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -24770626.000000 Penalty: 14197.100586
	Iteration 7F: 3 clusters Score -2.477063e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -24776514.000000 Penalty: 14197.100586
	Iteration 8F: 3 clusters Score -2.477651e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -24782504.000000 Penalty: 14197.100586
	Iteration 9F: 3 clusters Score -2.47825e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -24787678.000000 Penalty: 14197.100586
	Iteration 10Q: 3 clusters Score -2.478768e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -24790586.000000 Penalty: 14197.100586
	Iteration 11Q: 3 clusters Score -2.479059e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -24792078.000000 Penalty: 14197.100586
	Iteration 12Q: 3 clusters Score -2.479208e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -24793190.000000 Penalty: 14197.100586
	Iteration 13Q: 3 clusters Score -2.479319e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -24793988.000000 Penalty: 14197.100586
	Iteration 14Q: 3 clusters Score -2.479399e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -24794436.000000 Penalty: 14197.100586
	Iteration 15Q: 3 clusters Score -2.479444e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -24794782.000000 Penalty: 14197.100586
	Iteration 16Q: 3 clusters Score -2.479478e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -24795122.000000 Penalty: 14197.100586
	Iteration 17Q: 3 clusters Score -2.479512e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -24795342.000000 Penalty: 14197.100586
	Iteration 18Q: 3 clusters Score -2.479534e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -24795460.000000 Penalty: 14197.100586
	Iteration 19Q: 3 clusters Score -2.479546e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -24795542.000000 Penalty: 14197.100586
	Iteration 20F: 3 clusters Score -2.479554e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -24795638.000000 Penalty: 14197.100586
	Iteration 21Q: 3 clusters Score -2.479564e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -24795700.000000 Penalty: 14197.100586
	Iteration 22Q: 3 clusters Score -2.47957e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -24795814.000000 Penalty: 14197.100586
	Iteration 23Q: 3 clusters Score -2.479581e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -24795830.000000 Penalty: 14197.100586
	Iteration 24Q: 3 clusters Score -2.479583e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -24795826.000000 Penalty: 14197.100586
	Iteration 25Q: 3 clusters Score -2.479583e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -24795882.000000 Penalty: 14197.100586
	Iteration 26Q: 3 clusters Score -2.479588e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92155 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -24795880.000000 Penalty: 14197.100586
	Iteration 27Q: 3 clusters Score -2.479588e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -24795928.000000 Penalty: 14197.100586
	Iteration 28Q: 3 clusters Score -2.479593e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92365 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -24795910.000000 Penalty: 14197.100586
	Iteration 29Q: 3 clusters Score -2.479591e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -24795928.000000 Penalty: 14197.100586
	Iteration 30Q: 3 clusters Score -2.479593e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -24795902.000000 Penalty: 14197.100586
	Iteration 31Q: 3 clusters Score -2.47959e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92545 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -24795910.000000 Penalty: 14197.100586
	Iteration 32Q: 3 clusters Score -2.479591e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -24795928.000000 Penalty: 14197.100586
	Iteration 33Q: 3 clusters Score -2.479593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -24795950.000000 Penalty: 14197.100586
	Iteration 34Q: 3 clusters Score -2.479595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -24795944.000000 Penalty: 14197.100586
	Iteration 35Q: 3 clusters Score -2.479594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -24795950.000000 Penalty: 14197.100586
	Iteration 36Q: 3 clusters Score -2.479595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -24795938.000000 Penalty: 14197.100586
	Iteration 37Q: 3 clusters Score -2.479594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -24795930.000000 Penalty: 14197.100586
	Iteration 38Q: 3 clusters Score -2.479593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92707 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -24795944.000000 Penalty: 14197.100586
	Iteration 39Q: 3 clusters Score -2.479594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -24795946.000000 Penalty: 14197.100586
	Iteration 40F: 3 clusters Score -2.479595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92737 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -24795954.000000 Penalty: 14197.100586
	Iteration 41Q: 3 clusters Score -2.479595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92750 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -24795948.000000 Penalty: 14197.100586
	Iteration 42Q: 3 clusters Score -2.479595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -24795952.000000 Penalty: 14197.100586
	Iteration 43Q: 3 clusters Score -2.479595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92778 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -24795960.000000 Penalty: 14197.100586
	Iteration 44Q: 3 clusters Score -2.479596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -24795952.000000 Penalty: 14197.100586
	Iteration 45Q: 3 clusters Score -2.479595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -24795968.000000 Penalty: 14197.100586
	Iteration 46Q: 3 clusters Score -2.479597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -24795966.000000 Penalty: 14197.100586
	Iteration 47Q: 3 clusters Score -2.479597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92812 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -24795946.000000 Penalty: 14197.100586
	Iteration 48Q: 3 clusters Score -2.479595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -24795962.000000 Penalty: 14197.100586
	Iteration 49Q: 3 clusters Score -2.479596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -24795972.000000 Penalty: 14197.100586
	Iteration 50Q: 3 clusters Score -2.479597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -24795946.000000 Penalty: 14197.100586
	Iteration 51Q: 3 clusters Score -2.479595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -24795960.000000 Penalty: 14197.100586
	Iteration 52Q: 3 clusters Score -2.479596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -24795958.000000 Penalty: 14197.100586
	Iteration 53Q: 3 clusters Score -2.479596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -24795956.000000 Penalty: 14197.100586
	Iteration 54Q: 3 clusters Score -2.479596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -24795960.000000 Penalty: 14197.100586
	Iteration 55Q: 3 clusters Score -2.479596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -24795952.000000 Penalty: 14197.100586
	Iteration 56Q: 3 clusters Score -2.479595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -24795948.000000 Penalty: 14197.100586
	Iteration 57Q: 3 clusters Score -2.479595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -24795934.000000 Penalty: 14197.100586
	Iteration 58Q: 3 clusters Score -2.479593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92891 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -24795946.000000 Penalty: 14197.100586
	Iteration 59Q: 3 clusters Score -2.479595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -24795942.000000 Penalty: 14197.100586
	Iteration 60F: 3 clusters Score -2.479594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -24795960.000000 Penalty: 14197.100586
	Iteration 61Q: 3 clusters Score -2.479596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -24795962.000000 Penalty: 14197.100586
	Iteration 62Q: 3 clusters Score -2.479596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -24795958.000000 Penalty: 14197.100586
	Iteration 63Q: 3 clusters Score -2.479596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -24795958.000000 Penalty: 14197.100586
	Iteration 64F: 3 clusters Score -2.479596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 15825 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19366 members 
Mstep: Class 5 contains 92895 members 
Mstep: Class 6 contains 62243 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 123059 members 
Mstep: Class 9 contains 42639 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 131240 members 
Mstep: Class 14 contains 38212 members 
Mstep: Class 15 contains 71637 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 74187 members 
Mstep: Class 18 contains 58357 members 
Mstep: Class 19 contains 20910 members 
Mstep: Class 20 contains 86549 members 
Mstep: Class 21 contains 44229 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39054 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 15060 members 
Entering Unmasked Estep 
Score: -272448000.000000 Penalty: 231727.812500
Splitting cluster 5 changes total score from -272446080.000000 to -272448000.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 6 (62243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Entering Unmasked Estep 
Score: -14230453.000000 Penalty: 6761.265625
	Iteration 0F: 2 clusters Score -1.423045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -14186865.000000 Penalty: 13522.531250
	Iteration 0F: 3 clusters Score -1.418686e+07 nChanged 27714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -14201687.000000 Penalty: 13522.531250
	Iteration 1F: 3 clusters Score -1.420169e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -14202704.000000 Penalty: 13522.531250
	Iteration 2Q: 3 clusters Score -1.42027e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -14203504.000000 Penalty: 13522.531250
	Iteration 3Q: 3 clusters Score -1.42035e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -14204321.000000 Penalty: 13522.531250
	Iteration 4Q: 3 clusters Score -1.420432e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -14205255.000000 Penalty: 13522.531250
	Iteration 5Q: 3 clusters Score -1.420526e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -14206428.000000 Penalty: 13522.531250
	Iteration 6Q: 3 clusters Score -1.420643e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -14207824.000000 Penalty: 13522.531250
	Iteration 7Q: 3 clusters Score -1.420782e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -14209461.000000 Penalty: 13522.531250
	Iteration 8F: 3 clusters Score -1.420946e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -14211338.000000 Penalty: 13522.531250
	Iteration 9F: 3 clusters Score -1.421134e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -14213341.000000 Penalty: 13522.531250
	Iteration 10F: 3 clusters Score -1.421334e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -14215299.000000 Penalty: 13522.531250
	Iteration 11F: 3 clusters Score -1.42153e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -14217035.000000 Penalty: 13522.531250
	Iteration 12Q: 3 clusters Score -1.421704e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -14218516.000000 Penalty: 13522.531250
	Iteration 13Q: 3 clusters Score -1.421852e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -14219831.000000 Penalty: 13522.531250
	Iteration 14Q: 3 clusters Score -1.421983e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -14220963.000000 Penalty: 13522.531250
	Iteration 15Q: 3 clusters Score -1.422096e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -14221907.000000 Penalty: 13522.531250
	Iteration 16Q: 3 clusters Score -1.422191e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -14222647.000000 Penalty: 13522.531250
	Iteration 17Q: 3 clusters Score -1.422265e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -14223209.000000 Penalty: 13522.531250
	Iteration 18Q: 3 clusters Score -1.422321e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -14223593.000000 Penalty: 13522.531250
	Iteration 19Q: 3 clusters Score -1.422359e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -14223844.000000 Penalty: 13522.531250
	Iteration 20F: 3 clusters Score -1.422384e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -14224031.000000 Penalty: 13522.531250
	Iteration 21Q: 3 clusters Score -1.422403e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -14224144.000000 Penalty: 13522.531250
	Iteration 22Q: 3 clusters Score -1.422414e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -14224225.000000 Penalty: 13522.531250
	Iteration 23Q: 3 clusters Score -1.422422e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -14224326.000000 Penalty: 13522.531250
	Iteration 24Q: 3 clusters Score -1.422433e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -14224366.000000 Penalty: 13522.531250
	Iteration 25Q: 3 clusters Score -1.422437e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14224396.000000 Penalty: 13522.531250
	Iteration 26Q: 3 clusters Score -1.42244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -14224421.000000 Penalty: 13522.531250
	Iteration 27Q: 3 clusters Score -1.422442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -14224451.000000 Penalty: 13522.531250
	Iteration 28Q: 3 clusters Score -1.422445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -14224463.000000 Penalty: 13522.531250
	Iteration 29Q: 3 clusters Score -1.422446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -14224465.000000 Penalty: 13522.531250
	Iteration 30Q: 3 clusters Score -1.422446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14224485.000000 Penalty: 13522.531250
	Iteration 31Q: 3 clusters Score -1.422448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -14224486.000000 Penalty: 13522.531250
	Iteration 32Q: 3 clusters Score -1.422449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -14224489.000000 Penalty: 13522.531250
	Iteration 33Q: 3 clusters Score -1.422449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -14224501.000000 Penalty: 13522.531250
	Iteration 34Q: 3 clusters Score -1.42245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -14224519.000000 Penalty: 13522.531250
	Iteration 35Q: 3 clusters Score -1.422452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -14224521.000000 Penalty: 13522.531250
	Iteration 36Q: 3 clusters Score -1.422452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -14224537.000000 Penalty: 13522.531250
	Iteration 37Q: 3 clusters Score -1.422454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -14224533.000000 Penalty: 13522.531250
	Iteration 38Q: 3 clusters Score -1.422453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -14224546.000000 Penalty: 13522.531250
	Iteration 39Q: 3 clusters Score -1.422455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -14224544.000000 Penalty: 13522.531250
	Iteration 40F: 3 clusters Score -1.422454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Entering Unmasked Estep 
Score: -3022935.500000 Penalty: 5833.842285
	Iteration 0F: 2 clusters Score -3022936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3010388.500000 Penalty: 11667.684570
	Iteration 0F: 3 clusters Score -3010388 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3013332.500000 Penalty: 11667.684570
	Iteration 1F: 3 clusters Score -3013332 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3013910.500000 Penalty: 11667.684570
	Iteration 2F: 3 clusters Score -3013910 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3014275.250000 Penalty: 11667.684570
	Iteration 3F: 3 clusters Score -3014275 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3014526.250000 Penalty: 11667.684570
	Iteration 4Q: 3 clusters Score -3014526 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3014772.250000 Penalty: 11667.684570
	Iteration 5Q: 3 clusters Score -3014772 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3014940.750000 Penalty: 11667.684570
	Iteration 6Q: 3 clusters Score -3014941 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3015078.750000 Penalty: 11667.684570
	Iteration 7Q: 3 clusters Score -3015079 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3015212.500000 Penalty: 11667.684570
	Iteration 8Q: 3 clusters Score -3015212 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3015343.250000 Penalty: 11667.684570
	Iteration 9Q: 3 clusters Score -3015343 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3015496.000000 Penalty: 11667.684570
	Iteration 10Q: 3 clusters Score -3015496 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -3015644.250000 Penalty: 11667.684570
	Iteration 11Q: 3 clusters Score -3015644 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3015757.750000 Penalty: 11667.684570
	Iteration 12Q: 3 clusters Score -3015758 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3015900.500000 Penalty: 11667.684570
	Iteration 13Q: 3 clusters Score -3015900 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3016038.750000 Penalty: 11667.684570
	Iteration 14Q: 3 clusters Score -3016039 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3016180.000000 Penalty: 11667.684570
	Iteration 15Q: 3 clusters Score -3016180 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3016300.750000 Penalty: 11667.684570
	Iteration 16Q: 3 clusters Score -3016301 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3016427.000000 Penalty: 11667.684570
	Iteration 17Q: 3 clusters Score -3016427 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3016578.500000 Penalty: 11667.684570
	Iteration 18Q: 3 clusters Score -3016578 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3016733.500000 Penalty: 11667.684570
	Iteration 19Q: 3 clusters Score -3016734 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3016893.250000 Penalty: 11667.684570
	Iteration 20F: 3 clusters Score -3016893 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3017097.500000 Penalty: 11667.684570
	Iteration 21Q: 3 clusters Score -3017098 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3017344.000000 Penalty: 11667.684570
	Iteration 22Q: 3 clusters Score -3017344 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3017614.000000 Penalty: 11667.684570
	Iteration 23Q: 3 clusters Score -3017614 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3017907.750000 Penalty: 11667.684570
	Iteration 24Q: 3 clusters Score -3017908 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3018238.250000 Penalty: 11667.684570
	Iteration 25Q: 3 clusters Score -3018238 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3018548.500000 Penalty: 11667.684570
	Iteration 26Q: 3 clusters Score -3018548 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3018770.000000 Penalty: 11667.684570
	Iteration 27Q: 3 clusters Score -3018770 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3018898.500000 Penalty: 11667.684570
	Iteration 28Q: 3 clusters Score -3018898 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3018998.000000 Penalty: 11667.684570
	Iteration 29Q: 3 clusters Score -3018998 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3019050.750000 Penalty: 11667.684570
	Iteration 30Q: 3 clusters Score -3019051 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3019098.250000 Penalty: 11667.684570
	Iteration 31Q: 3 clusters Score -3019098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3019134.250000 Penalty: 11667.684570
	Iteration 32Q: 3 clusters Score -3019134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -3019161.250000 Penalty: 11667.684570
	Iteration 33Q: 3 clusters Score -3019161 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3019180.250000 Penalty: 11667.684570
	Iteration 34Q: 3 clusters Score -3019180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3019197.000000 Penalty: 11667.684570
	Iteration 35Q: 3 clusters Score -3019197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3019205.500000 Penalty: 11667.684570
	Iteration 36Q: 3 clusters Score -3019206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3019223.500000 Penalty: 11667.684570
	Iteration 37Q: 3 clusters Score -3019224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3019239.000000 Penalty: 11667.684570
	Iteration 38Q: 3 clusters Score -3019239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3019250.500000 Penalty: 11667.684570
	Iteration 39Q: 3 clusters Score -3019250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3019254.000000 Penalty: 11667.684570
	Iteration 40F: 3 clusters Score -3019254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3019254.500000 Penalty: 11667.684570
	Iteration 41Q: 3 clusters Score -3019254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -3019264.250000 Penalty: 11667.684570
	Iteration 42Q: 3 clusters Score -3019264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3019260.000000 Penalty: 11667.684570
	Iteration 43Q: 3 clusters Score -3019260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -3019263.000000 Penalty: 11667.684570
	Iteration 44Q: 3 clusters Score -3019263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3019267.250000 Penalty: 11667.684570
	Iteration 45Q: 3 clusters Score -3019267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3019271.000000 Penalty: 11667.684570
	Iteration 46Q: 3 clusters Score -3019271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -3019270.750000 Penalty: 11667.684570
	Iteration 47Q: 3 clusters Score -3019271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3019275.500000 Penalty: 11667.684570
	Iteration 48Q: 3 clusters Score -3019276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3019278.250000 Penalty: 11667.684570
	Iteration 49Q: 3 clusters Score -3019278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3019286.000000 Penalty: 11667.684570
	Iteration 50Q: 3 clusters Score -3019286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3019290.250000 Penalty: 11667.684570
	Iteration 51Q: 3 clusters Score -3019290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3019296.500000 Penalty: 11667.684570
	Iteration 52Q: 3 clusters Score -3019296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3019293.000000 Penalty: 11667.684570
	Iteration 53Q: 3 clusters Score -3019293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3019301.000000 Penalty: 11667.684570
	Iteration 54Q: 3 clusters Score -3019301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3019302.000000 Penalty: 11667.684570
	Iteration 55Q: 3 clusters Score -3019302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3019307.750000 Penalty: 11667.684570
	Iteration 56Q: 3 clusters Score -3019308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3019312.500000 Penalty: 11667.684570
	Iteration 57Q: 3 clusters Score -3019312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3019317.750000 Penalty: 11667.684570
	Iteration 58Q: 3 clusters Score -3019318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3019325.500000 Penalty: 11667.684570
	Iteration 59Q: 3 clusters Score -3019326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3019331.000000 Penalty: 11667.684570
	Iteration 60F: 3 clusters Score -3019331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3019328.000000 Penalty: 11667.684570
	Iteration 61Q: 3 clusters Score -3019328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3019332.000000 Penalty: 11667.684570
	Iteration 62Q: 3 clusters Score -3019332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3019337.250000 Penalty: 11667.684570
	Iteration 63Q: 3 clusters Score -3019337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3019338.750000 Penalty: 11667.684570
	Iteration 64Q: 3 clusters Score -3019339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3019343.750000 Penalty: 11667.684570
	Iteration 65Q: 3 clusters Score -3019344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3019349.750000 Penalty: 11667.684570
	Iteration 66Q: 3 clusters Score -3019350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3019353.250000 Penalty: 11667.684570
	Iteration 67Q: 3 clusters Score -3019353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3019362.750000 Penalty: 11667.684570
	Iteration 68Q: 3 clusters Score -3019363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3019373.500000 Penalty: 11667.684570
	Iteration 69Q: 3 clusters Score -3019374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3019375.000000 Penalty: 11667.684570
	Iteration 70Q: 3 clusters Score -3019375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3019382.250000 Penalty: 11667.684570
	Iteration 71Q: 3 clusters Score -3019382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3019391.750000 Penalty: 11667.684570
	Iteration 72Q: 3 clusters Score -3019392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3019402.750000 Penalty: 11667.684570
	Iteration 73Q: 3 clusters Score -3019403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3019406.500000 Penalty: 11667.684570
	Iteration 74Q: 3 clusters Score -3019406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3019418.750000 Penalty: 11667.684570
	Iteration 75Q: 3 clusters Score -3019419 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3019434.500000 Penalty: 11667.684570
	Iteration 76Q: 3 clusters Score -3019434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3019447.250000 Penalty: 11667.684570
	Iteration 77Q: 3 clusters Score -3019447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3019471.750000 Penalty: 11667.684570
	Iteration 78Q: 3 clusters Score -3019472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3019487.250000 Penalty: 11667.684570
	Iteration 79Q: 3 clusters Score -3019487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3019500.500000 Penalty: 11667.684570
	Iteration 80F: 3 clusters Score -3019500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3019531.250000 Penalty: 11667.684570
	Iteration 81Q: 3 clusters Score -3019531 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3019557.500000 Penalty: 11667.684570
	Iteration 82Q: 3 clusters Score -3019558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -3019569.250000 Penalty: 11667.684570
	Iteration 83Q: 3 clusters Score -3019569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3019587.500000 Penalty: 11667.684570
	Iteration 84Q: 3 clusters Score -3019588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3019597.750000 Penalty: 11667.684570
	Iteration 85Q: 3 clusters Score -3019598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3019607.000000 Penalty: 11667.684570
	Iteration 86Q: 3 clusters Score -3019607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3019629.500000 Penalty: 11667.684570
	Iteration 87Q: 3 clusters Score -3019630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3019643.000000 Penalty: 11667.684570
	Iteration 88Q: 3 clusters Score -3019643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3019654.250000 Penalty: 11667.684570
	Iteration 89Q: 3 clusters Score -3019654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -3019652.000000 Penalty: 11667.684570
	Iteration 90Q: 3 clusters Score -3019652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3019649.000000 Penalty: 11667.684570
	Iteration 91Q: 3 clusters Score -3019649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3019656.250000 Penalty: 11667.684570
	Iteration 92Q: 3 clusters Score -3019656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3019654.250000 Penalty: 11667.684570
	Iteration 93Q: 3 clusters Score -3019654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -3019663.750000 Penalty: 11667.684570
	Iteration 94Q: 3 clusters Score -3019664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3019669.750000 Penalty: 11667.684570
	Iteration 95Q: 3 clusters Score -3019670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -3019673.250000 Penalty: 11667.684570
	Iteration 96Q: 3 clusters Score -3019673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3019674.250000 Penalty: 11667.684570
	Iteration 97Q: 3 clusters Score -3019674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3019678.000000 Penalty: 11667.684570
	Iteration 98Q: 3 clusters Score -3019678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3019672.500000 Penalty: 11667.684570
	Iteration 99Q: 3 clusters Score -3019672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3019678.000000 Penalty: 11667.684570
	Iteration 100F: 3 clusters Score -3019678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3019679.250000 Penalty: 11667.684570
	Iteration 101Q: 3 clusters Score -3019679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -3019678.500000 Penalty: 11667.684570
	Iteration 102Q: 3 clusters Score -3019678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3019689.500000 Penalty: 11667.684570
	Iteration 103Q: 3 clusters Score -3019690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3019688.000000 Penalty: 11667.684570
	Iteration 104Q: 3 clusters Score -3019688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3019695.500000 Penalty: 11667.684570
	Iteration 105Q: 3 clusters Score -3019696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3019695.250000 Penalty: 11667.684570
	Iteration 106Q: 3 clusters Score -3019695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3019703.500000 Penalty: 11667.684570
	Iteration 107Q: 3 clusters Score -3019704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3019712.500000 Penalty: 11667.684570
	Iteration 108Q: 3 clusters Score -3019712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3019718.750000 Penalty: 11667.684570
	Iteration 109Q: 3 clusters Score -3019719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3019710.500000 Penalty: 11667.684570
	Iteration 110Q: 3 clusters Score -3019710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3019711.500000 Penalty: 11667.684570
	Iteration 111Q: 3 clusters Score -3019712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3019722.500000 Penalty: 11667.684570
	Iteration 112Q: 3 clusters Score -3019722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3019722.000000 Penalty: 11667.684570
	Iteration 113Q: 3 clusters Score -3019722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3019721.250000 Penalty: 11667.684570
	Iteration 114Q: 3 clusters Score -3019721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3019721.000000 Penalty: 11667.684570
	Iteration 115Q: 3 clusters Score -3019721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3019722.750000 Penalty: 11667.684570
	Iteration 116Q: 3 clusters Score -3019723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3019723.500000 Penalty: 11667.684570
	Iteration 117Q: 3 clusters Score -3019724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3019724.000000 Penalty: 11667.684570
	Iteration 118Q: 3 clusters Score -3019724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3019724.000000 Penalty: 11667.684570
	Iteration 119F: 3 clusters Score -3019724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (123059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123059 members 
Entering Unmasked Estep 
Score: -28117606.000000 Penalty: 7178.756836
	Iteration 0F: 2 clusters Score -2.811761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -28036098.000000 Penalty: 14357.513672
	Iteration 0F: 3 clusters Score -2.80361e+07 nChanged 56686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -28067718.000000 Penalty: 14357.513672
	Iteration 1F: 3 clusters Score -2.806772e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -28069360.000000 Penalty: 14357.513672
	Iteration 2Q: 3 clusters Score -2.806936e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -28071342.000000 Penalty: 14357.513672
	Iteration 3Q: 3 clusters Score -2.807134e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -28073902.000000 Penalty: 14357.513672
	Iteration 4Q: 3 clusters Score -2.80739e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 70619 members 
Entering Unmasked Estep 
Score: -28076832.000000 Penalty: 14357.513672
	Iteration 5Q: 3 clusters Score -2.807683e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -28080382.000000 Penalty: 14357.513672
	Iteration 6F: 3 clusters Score -2.808038e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -28083392.000000 Penalty: 14357.513672
	Iteration 7F: 3 clusters Score -2.808339e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -28086634.000000 Penalty: 14357.513672
	Iteration 8F: 3 clusters Score -2.808663e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 83105 members 
Entering Unmasked Estep 
Score: -28090238.000000 Penalty: 14357.513672
	Iteration 9Q: 3 clusters Score -2.809024e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -28093878.000000 Penalty: 14357.513672
	Iteration 10Q: 3 clusters Score -2.809388e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -28097024.000000 Penalty: 14357.513672
	Iteration 11Q: 3 clusters Score -2.809702e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 91991 members 
Entering Unmasked Estep 
Score: -28099702.000000 Penalty: 14357.513672
	Iteration 12Q: 3 clusters Score -2.80997e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 93936 members 
Entering Unmasked Estep 
Score: -28101548.000000 Penalty: 14357.513672
	Iteration 13Q: 3 clusters Score -2.810155e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -28102808.000000 Penalty: 14357.513672
	Iteration 14Q: 3 clusters Score -2.810281e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 96870 members 
Entering Unmasked Estep 
Score: -28103592.000000 Penalty: 14357.513672
	Iteration 15Q: 3 clusters Score -2.810359e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -28104320.000000 Penalty: 14357.513672
	Iteration 16Q: 3 clusters Score -2.810432e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -28104786.000000 Penalty: 14357.513672
	Iteration 17Q: 3 clusters Score -2.810479e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -28105170.000000 Penalty: 14357.513672
	Iteration 18Q: 3 clusters Score -2.810517e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -28105658.000000 Penalty: 14357.513672
	Iteration 19Q: 3 clusters Score -2.810566e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 102057 members 
Entering Unmasked Estep 
Score: -28105970.000000 Penalty: 14357.513672
	Iteration 20F: 3 clusters Score -2.810597e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 102956 members 
Entering Unmasked Estep 
Score: -28106360.000000 Penalty: 14357.513672
	Iteration 21Q: 3 clusters Score -2.810636e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -28106692.000000 Penalty: 14357.513672
	Iteration 22Q: 3 clusters Score -2.810669e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
Score: -28106950.000000 Penalty: 14357.513672
	Iteration 23Q: 3 clusters Score -2.810695e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 105576 members 
Entering Unmasked Estep 
Score: -28107308.000000 Penalty: 14357.513672
	Iteration 24Q: 3 clusters Score -2.810731e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -28107520.000000 Penalty: 14357.513672
	Iteration 25Q: 3 clusters Score -2.810752e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -28107844.000000 Penalty: 14357.513672
	Iteration 26Q: 3 clusters Score -2.810784e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 108034 members 
Entering Unmasked Estep 
Score: -28107934.000000 Penalty: 14357.513672
	Iteration 27Q: 3 clusters Score -2.810793e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 108800 members 
Entering Unmasked Estep 
Score: -28108282.000000 Penalty: 14357.513672
	Iteration 28Q: 3 clusters Score -2.810828e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -28108660.000000 Penalty: 14357.513672
	Iteration 29Q: 3 clusters Score -2.810866e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -28109018.000000 Penalty: 14357.513672
	Iteration 30Q: 3 clusters Score -2.810902e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -28109250.000000 Penalty: 14357.513672
	Iteration 31Q: 3 clusters Score -2.810925e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 111521 members 
Entering Unmasked Estep 
Score: -28109510.000000 Penalty: 14357.513672
	Iteration 32Q: 3 clusters Score -2.810951e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 112123 members 
Entering Unmasked Estep 
Score: -28109708.000000 Penalty: 14357.513672
	Iteration 33Q: 3 clusters Score -2.810971e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 112657 members 
Entering Unmasked Estep 
Score: -28109804.000000 Penalty: 14357.513672
	Iteration 34Q: 3 clusters Score -2.81098e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 113143 members 
Entering Unmasked Estep 
Score: -28110002.000000 Penalty: 14357.513672
	Iteration 35Q: 3 clusters Score -2.811e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 113598 members 
Entering Unmasked Estep 
Score: -28110102.000000 Penalty: 14357.513672
	Iteration 36Q: 3 clusters Score -2.81101e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 114036 members 
Entering Unmasked Estep 
Score: -28110232.000000 Penalty: 14357.513672
	Iteration 37Q: 3 clusters Score -2.811023e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -28110324.000000 Penalty: 14357.513672
	Iteration 38Q: 3 clusters Score -2.811032e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -28110434.000000 Penalty: 14357.513672
	Iteration 39Q: 3 clusters Score -2.811043e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 115161 members 
Entering Unmasked Estep 
Score: -28110536.000000 Penalty: 14357.513672
	Iteration 40F: 3 clusters Score -2.811054e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 115530 members 
Entering Unmasked Estep 
Score: -28110676.000000 Penalty: 14357.513672
	Iteration 41Q: 3 clusters Score -2.811068e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 115885 members 
Entering Unmasked Estep 
Score: -28110816.000000 Penalty: 14357.513672
	Iteration 42Q: 3 clusters Score -2.811082e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 116206 members 
Entering Unmasked Estep 
Score: -28110934.000000 Penalty: 14357.513672
	Iteration 43Q: 3 clusters Score -2.811093e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 116488 members 
Entering Unmasked Estep 
Score: -28110966.000000 Penalty: 14357.513672
	Iteration 44Q: 3 clusters Score -2.811097e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 116736 members 
Entering Unmasked Estep 
Score: -28111036.000000 Penalty: 14357.513672
	Iteration 45Q: 3 clusters Score -2.811104e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 116971 members 
Entering Unmasked Estep 
Score: -28111046.000000 Penalty: 14357.513672
	Iteration 46Q: 3 clusters Score -2.811105e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 117172 members 
Entering Unmasked Estep 
Score: -28111062.000000 Penalty: 14357.513672
	Iteration 47Q: 3 clusters Score -2.811106e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 117353 members 
Entering Unmasked Estep 
Score: -28111164.000000 Penalty: 14357.513672
	Iteration 48Q: 3 clusters Score -2.811116e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 117517 members 
Entering Unmasked Estep 
Score: -28111210.000000 Penalty: 14357.513672
	Iteration 49Q: 3 clusters Score -2.811121e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 117683 members 
Entering Unmasked Estep 
Score: -28111254.000000 Penalty: 14357.513672
	Iteration 50Q: 3 clusters Score -2.811125e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 117842 members 
Entering Unmasked Estep 
Score: -28111334.000000 Penalty: 14357.513672
	Iteration 51Q: 3 clusters Score -2.811133e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 117981 members 
Entering Unmasked Estep 
Score: -28111398.000000 Penalty: 14357.513672
	Iteration 52Q: 3 clusters Score -2.81114e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 118122 members 
Entering Unmasked Estep 
Score: -28111434.000000 Penalty: 14357.513672
	Iteration 53Q: 3 clusters Score -2.811143e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 118250 members 
Entering Unmasked Estep 
Score: -28111484.000000 Penalty: 14357.513672
	Iteration 54Q: 3 clusters Score -2.811148e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 118365 members 
Entering Unmasked Estep 
Score: -28111500.000000 Penalty: 14357.513672
	Iteration 55Q: 3 clusters Score -2.81115e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 118473 members 
Entering Unmasked Estep 
Score: -28111566.000000 Penalty: 14357.513672
	Iteration 56Q: 3 clusters Score -2.811157e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -28111618.000000 Penalty: 14357.513672
	Iteration 57Q: 3 clusters Score -2.811162e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 118625 members 
Entering Unmasked Estep 
Score: -28111604.000000 Penalty: 14357.513672
	Iteration 58Q: 3 clusters Score -2.81116e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 118700 members 
Entering Unmasked Estep 
Score: -28111620.000000 Penalty: 14357.513672
	Iteration 59Q: 3 clusters Score -2.811162e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 118760 members 
Entering Unmasked Estep 
Score: -28111632.000000 Penalty: 14357.513672
	Iteration 60F: 3 clusters Score -2.811163e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 118817 members 
Entering Unmasked Estep 
Score: -28111620.000000 Penalty: 14357.513672
	Iteration 61Q: 3 clusters Score -2.811162e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 118861 members 
Entering Unmasked Estep 
Score: -28111630.000000 Penalty: 14357.513672
	Iteration 62Q: 3 clusters Score -2.811163e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 118905 members 
Entering Unmasked Estep 
Score: -28111646.000000 Penalty: 14357.513672
	Iteration 63Q: 3 clusters Score -2.811165e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 118956 members 
Entering Unmasked Estep 
Score: -28111690.000000 Penalty: 14357.513672
	Iteration 64Q: 3 clusters Score -2.811169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 118992 members 
Entering Unmasked Estep 
Score: -28111678.000000 Penalty: 14357.513672
	Iteration 65Q: 3 clusters Score -2.811168e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 119033 members 
Entering Unmasked Estep 
Score: -28111672.000000 Penalty: 14357.513672
	Iteration 66Q: 3 clusters Score -2.811167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 119067 members 
Entering Unmasked Estep 
Score: -28111690.000000 Penalty: 14357.513672
	Iteration 67Q: 3 clusters Score -2.811169e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 119103 members 
Entering Unmasked Estep 
Score: -28111704.000000 Penalty: 14357.513672
	Iteration 68Q: 3 clusters Score -2.81117e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 119147 members 
Entering Unmasked Estep 
Score: -28111708.000000 Penalty: 14357.513672
	Iteration 69Q: 3 clusters Score -2.811171e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 119184 members 
Entering Unmasked Estep 
Score: -28111726.000000 Penalty: 14357.513672
	Iteration 70Q: 3 clusters Score -2.811173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 119206 members 
Entering Unmasked Estep 
Score: -28111738.000000 Penalty: 14357.513672
	Iteration 71Q: 3 clusters Score -2.811174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 119229 members 
Entering Unmasked Estep 
Score: -28111758.000000 Penalty: 14357.513672
	Iteration 72Q: 3 clusters Score -2.811176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 119246 members 
Entering Unmasked Estep 
Score: -28111740.000000 Penalty: 14357.513672
	Iteration 73Q: 3 clusters Score -2.811174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 119259 members 
Entering Unmasked Estep 
Score: -28111752.000000 Penalty: 14357.513672
	Iteration 74Q: 3 clusters Score -2.811175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 119274 members 
Entering Unmasked Estep 
Score: -28111758.000000 Penalty: 14357.513672
	Iteration 75Q: 3 clusters Score -2.811176e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 119295 members 
Entering Unmasked Estep 
Score: -28111768.000000 Penalty: 14357.513672
	Iteration 76Q: 3 clusters Score -2.811177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 119311 members 
Entering Unmasked Estep 
Score: -28111772.000000 Penalty: 14357.513672
	Iteration 77Q: 3 clusters Score -2.811177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 119323 members 
Entering Unmasked Estep 
Score: -28111756.000000 Penalty: 14357.513672
	Iteration 78Q: 3 clusters Score -2.811176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 119340 members 
Entering Unmasked Estep 
Score: -28111766.000000 Penalty: 14357.513672
	Iteration 79Q: 3 clusters Score -2.811177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 119348 members 
Entering Unmasked Estep 
Score: -28111764.000000 Penalty: 14357.513672
	Iteration 80F: 3 clusters Score -2.811176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 119352 members 
Entering Unmasked Estep 
Score: -28111808.000000 Penalty: 14357.513672
	Iteration 81Q: 3 clusters Score -2.811181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 119360 members 
Entering Unmasked Estep 
Score: -28111798.000000 Penalty: 14357.513672
	Iteration 82Q: 3 clusters Score -2.81118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 119369 members 
Entering Unmasked Estep 
Score: -28111790.000000 Penalty: 14357.513672
	Iteration 83Q: 3 clusters Score -2.811179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -28111788.000000 Penalty: 14357.513672
	Iteration 84Q: 3 clusters Score -2.811179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 119381 members 
Entering Unmasked Estep 
Score: -28111816.000000 Penalty: 14357.513672
	Iteration 85Q: 3 clusters Score -2.811182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -28111804.000000 Penalty: 14357.513672
	Iteration 86Q: 3 clusters Score -2.81118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 119388 members 
Entering Unmasked Estep 
Score: -28111790.000000 Penalty: 14357.513672
	Iteration 87Q: 3 clusters Score -2.811179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 119390 members 
Entering Unmasked Estep 
Score: -28111786.000000 Penalty: 14357.513672
	Iteration 88Q: 3 clusters Score -2.811179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 119394 members 
Entering Unmasked Estep 
Score: -28111788.000000 Penalty: 14357.513672
	Iteration 89Q: 3 clusters Score -2.811179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 119395 members 
Entering Unmasked Estep 
Score: -28111804.000000 Penalty: 14357.513672
	Iteration 90Q: 3 clusters Score -2.81118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 119396 members 
Entering Unmasked Estep 
Score: -28111798.000000 Penalty: 14357.513672
	Iteration 91Q: 3 clusters Score -2.81118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -28111806.000000 Penalty: 14357.513672
	Iteration 92Q: 3 clusters Score -2.811181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 119399 members 
Entering Unmasked Estep 
Score: -28111790.000000 Penalty: 14357.513672
	Iteration 93Q: 3 clusters Score -2.811179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 119399 members 
Entering Unmasked Estep 
Score: -28111790.000000 Penalty: 14357.513672
	Iteration 94F: 3 clusters Score -2.811179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Entering Unmasked Estep 
Score: -9741344.000000 Penalty: 6529.571289
	Iteration 0F: 2 clusters Score -9741344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -9710405.000000 Penalty: 13059.142578
	Iteration 0F: 3 clusters Score -9710405 nChanged 18605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -9720402.000000 Penalty: 13059.142578
	Iteration 1F: 3 clusters Score -9720402 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -9721245.000000 Penalty: 13059.142578
	Iteration 2F: 3 clusters Score -9721245 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -9721898.000000 Penalty: 13059.142578
	Iteration 3Q: 3 clusters Score -9721898 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -9722384.000000 Penalty: 13059.142578
	Iteration 4Q: 3 clusters Score -9722384 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -9722813.000000 Penalty: 13059.142578
	Iteration 5Q: 3 clusters Score -9722813 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -9723208.000000 Penalty: 13059.142578
	Iteration 6Q: 3 clusters Score -9723208 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -9723614.000000 Penalty: 13059.142578
	Iteration 7Q: 3 clusters Score -9723614 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -9723919.000000 Penalty: 13059.142578
	Iteration 8Q: 3 clusters Score -9723919 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -9724227.000000 Penalty: 13059.142578
	Iteration 9Q: 3 clusters Score -9724227 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -9724572.000000 Penalty: 13059.142578
	Iteration 10Q: 3 clusters Score -9724572 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -9724910.000000 Penalty: 13059.142578
	Iteration 11Q: 3 clusters Score -9724910 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -9725156.000000 Penalty: 13059.142578
	Iteration 12Q: 3 clusters Score -9725156 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -9725419.000000 Penalty: 13059.142578
	Iteration 13Q: 3 clusters Score -9725419 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -9725752.000000 Penalty: 13059.142578
	Iteration 14Q: 3 clusters Score -9725752 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -9726128.000000 Penalty: 13059.142578
	Iteration 15Q: 3 clusters Score -9726128 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -9726690.000000 Penalty: 13059.142578
	Iteration 16Q: 3 clusters Score -9726690 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -9727223.000000 Penalty: 13059.142578
	Iteration 17Q: 3 clusters Score -9727223 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -9728023.000000 Penalty: 13059.142578
	Iteration 18Q: 3 clusters Score -9728023 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -9729097.000000 Penalty: 13059.142578
	Iteration 19Q: 3 clusters Score -9729097 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -9730389.000000 Penalty: 13059.142578
	Iteration 20F: 3 clusters Score -9730389 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -9731717.000000 Penalty: 13059.142578
	Iteration 21Q: 3 clusters Score -9731717 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -9732921.000000 Penalty: 13059.142578
	Iteration 22Q: 3 clusters Score -9732921 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -9733859.000000 Penalty: 13059.142578
	Iteration 23Q: 3 clusters Score -9733859 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -9734473.000000 Penalty: 13059.142578
	Iteration 24Q: 3 clusters Score -9734473 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9734906.000000 Penalty: 13059.142578
	Iteration 25Q: 3 clusters Score -9734906 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9735193.000000 Penalty: 13059.142578
	Iteration 26Q: 3 clusters Score -9735193 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9735388.000000 Penalty: 13059.142578
	Iteration 27Q: 3 clusters Score -9735388 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9735505.000000 Penalty: 13059.142578
	Iteration 28Q: 3 clusters Score -9735505 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9735580.000000 Penalty: 13059.142578
	Iteration 29Q: 3 clusters Score -9735580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9735618.000000 Penalty: 13059.142578
	Iteration 30Q: 3 clusters Score -9735618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9735661.000000 Penalty: 13059.142578
	Iteration 31Q: 3 clusters Score -9735661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9735701.000000 Penalty: 13059.142578
	Iteration 32Q: 3 clusters Score -9735701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9735736.000000 Penalty: 13059.142578
	Iteration 33Q: 3 clusters Score -9735736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9735776.000000 Penalty: 13059.142578
	Iteration 34Q: 3 clusters Score -9735776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9735806.000000 Penalty: 13059.142578
	Iteration 35Q: 3 clusters Score -9735806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9735826.000000 Penalty: 13059.142578
	Iteration 36Q: 3 clusters Score -9735826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9735845.000000 Penalty: 13059.142578
	Iteration 37Q: 3 clusters Score -9735845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9735854.000000 Penalty: 13059.142578
	Iteration 38Q: 3 clusters Score -9735854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9735858.000000 Penalty: 13059.142578
	Iteration 39Q: 3 clusters Score -9735858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9735865.000000 Penalty: 13059.142578
	Iteration 40F: 3 clusters Score -9735865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9735877.000000 Penalty: 13059.142578
	Iteration 41Q: 3 clusters Score -9735877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9735894.000000 Penalty: 13059.142578
	Iteration 42Q: 3 clusters Score -9735894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9735895.000000 Penalty: 13059.142578
	Iteration 43Q: 3 clusters Score -9735895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9735887.000000 Penalty: 13059.142578
	Iteration 44Q: 3 clusters Score -9735887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9735895.000000 Penalty: 13059.142578
	Iteration 45Q: 3 clusters Score -9735895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9735912.000000 Penalty: 13059.142578
	Iteration 46Q: 3 clusters Score -9735912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9735923.000000 Penalty: 13059.142578
	Iteration 47Q: 3 clusters Score -9735923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9735920.000000 Penalty: 13059.142578
	Iteration 48Q: 3 clusters Score -9735920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9735928.000000 Penalty: 13059.142578
	Iteration 49Q: 3 clusters Score -9735928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9735935.000000 Penalty: 13059.142578
	Iteration 50Q: 3 clusters Score -9735935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9735941.000000 Penalty: 13059.142578
	Iteration 51Q: 3 clusters Score -9735941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9735947.000000 Penalty: 13059.142578
	Iteration 52Q: 3 clusters Score -9735947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9735945.000000 Penalty: 13059.142578
	Iteration 53Q: 3 clusters Score -9735945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9735938.000000 Penalty: 13059.142578
	Iteration 54Q: 3 clusters Score -9735938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9735938.000000 Penalty: 13059.142578
	Iteration 55F: 3 clusters Score -9735938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119084 members 
Entering Unmasked Estep 
Score: -27051074.000000 Penalty: 7158.645508
	Iteration 0F: 2 clusters Score -2.705107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -26970594.000000 Penalty: 14317.291016
	Iteration 0F: 3 clusters Score -2.697059e+07 nChanged 54880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -27000192.000000 Penalty: 14317.291016
	Iteration 1F: 3 clusters Score -2.700019e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -27001338.000000 Penalty: 14317.291016
	Iteration 2Q: 3 clusters Score -2.700134e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -27002488.000000 Penalty: 14317.291016
	Iteration 3Q: 3 clusters Score -2.700249e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -27003556.000000 Penalty: 14317.291016
	Iteration 4Q: 3 clusters Score -2.700356e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -27004868.000000 Penalty: 14317.291016
	Iteration 5Q: 3 clusters Score -2.700487e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -27006588.000000 Penalty: 14317.291016
	Iteration 6Q: 3 clusters Score -2.700659e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -27008994.000000 Penalty: 14317.291016
	Iteration 7Q: 3 clusters Score -2.700899e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -27012882.000000 Penalty: 14317.291016
	Iteration 8F: 3 clusters Score -2.701288e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88664 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -27018596.000000 Penalty: 14317.291016
	Iteration 9F: 3 clusters Score -2.70186e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -27026224.000000 Penalty: 14317.291016
	Iteration 10F: 3 clusters Score -2.702622e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105597 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -27033686.000000 Penalty: 14317.291016
	Iteration 11F: 3 clusters Score -2.703369e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -27038768.000000 Penalty: 14317.291016
	Iteration 12Q: 3 clusters Score -2.703877e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114838 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -27041634.000000 Penalty: 14317.291016
	Iteration 13Q: 3 clusters Score -2.704163e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116531 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -27043118.000000 Penalty: 14317.291016
	Iteration 14Q: 3 clusters Score -2.704312e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -27043878.000000 Penalty: 14317.291016
	Iteration 15Q: 3 clusters Score -2.704388e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117699 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -27044242.000000 Penalty: 14317.291016
	Iteration 16Q: 3 clusters Score -2.704424e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -27044440.000000 Penalty: 14317.291016
	Iteration 17Q: 3 clusters Score -2.704444e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117973 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -27044506.000000 Penalty: 14317.291016
	Iteration 18Q: 3 clusters Score -2.704451e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118017 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -27044516.000000 Penalty: 14317.291016
	Iteration 19Q: 3 clusters Score -2.704452e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118052 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -27044588.000000 Penalty: 14317.291016
	Iteration 20F: 3 clusters Score -2.704459e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118076 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -27044584.000000 Penalty: 14317.291016
	Iteration 21Q: 3 clusters Score -2.704458e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118101 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -27044616.000000 Penalty: 14317.291016
	Iteration 22Q: 3 clusters Score -2.704462e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118124 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -27044652.000000 Penalty: 14317.291016
	Iteration 23Q: 3 clusters Score -2.704465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118134 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -27044680.000000 Penalty: 14317.291016
	Iteration 24Q: 3 clusters Score -2.704468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118138 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -27044728.000000 Penalty: 14317.291016
	Iteration 25Q: 3 clusters Score -2.704473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118141 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -27044756.000000 Penalty: 14317.291016
	Iteration 26Q: 3 clusters Score -2.704476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118147 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -27044768.000000 Penalty: 14317.291016
	Iteration 27Q: 3 clusters Score -2.704477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118156 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -27044762.000000 Penalty: 14317.291016
	Iteration 28Q: 3 clusters Score -2.704476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118164 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -27044744.000000 Penalty: 14317.291016
	Iteration 29Q: 3 clusters Score -2.704474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118171 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -27044786.000000 Penalty: 14317.291016
	Iteration 30Q: 3 clusters Score -2.704479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118179 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -27044786.000000 Penalty: 14317.291016
	Iteration 31Q: 3 clusters Score -2.704479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118181 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -27044786.000000 Penalty: 14317.291016
	Iteration 32Q: 3 clusters Score -2.704479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118183 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -27044806.000000 Penalty: 14317.291016
	Iteration 33Q: 3 clusters Score -2.704481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118188 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -27044796.000000 Penalty: 14317.291016
	Iteration 34Q: 3 clusters Score -2.70448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -27044790.000000 Penalty: 14317.291016
	Iteration 35Q: 3 clusters Score -2.704479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -27044790.000000 Penalty: 14317.291016
	Iteration 36F: 3 clusters Score -2.704479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Entering Unmasked Estep 
Score: -13684925.000000 Penalty: 6735.910645
	Iteration 0F: 2 clusters Score -1.368492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -13643018.000000 Penalty: 13471.821289
	Iteration 0F: 3 clusters Score -1.364302e+07 nChanged 26421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -13657054.000000 Penalty: 13471.821289
	Iteration 1F: 3 clusters Score -1.365705e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -13658014.000000 Penalty: 13471.821289
	Iteration 2Q: 3 clusters Score -1.365801e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -13658692.000000 Penalty: 13471.821289
	Iteration 3Q: 3 clusters Score -1.365869e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -13659254.000000 Penalty: 13471.821289
	Iteration 4Q: 3 clusters Score -1.365925e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -13659890.000000 Penalty: 13471.821289
	Iteration 5Q: 3 clusters Score -1.365989e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -13660531.000000 Penalty: 13471.821289
	Iteration 6Q: 3 clusters Score -1.366053e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -13661335.000000 Penalty: 13471.821289
	Iteration 7Q: 3 clusters Score -1.366134e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -13662237.000000 Penalty: 13471.821289
	Iteration 8Q: 3 clusters Score -1.366224e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -13663541.000000 Penalty: 13471.821289
	Iteration 9Q: 3 clusters Score -1.366354e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -13665156.000000 Penalty: 13471.821289
	Iteration 10Q: 3 clusters Score -1.366516e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -13667230.000000 Penalty: 13471.821289
	Iteration 11F: 3 clusters Score -1.366723e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -13669441.000000 Penalty: 13471.821289
	Iteration 12F: 3 clusters Score -1.366944e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -13671979.000000 Penalty: 13471.821289
	Iteration 13F: 3 clusters Score -1.367198e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -13674404.000000 Penalty: 13471.821289
	Iteration 14Q: 3 clusters Score -1.36744e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -13676257.000000 Penalty: 13471.821289
	Iteration 15Q: 3 clusters Score -1.367626e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -13677423.000000 Penalty: 13471.821289
	Iteration 16Q: 3 clusters Score -1.367742e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -13678066.000000 Penalty: 13471.821289
	Iteration 17Q: 3 clusters Score -1.367807e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -13678500.000000 Penalty: 13471.821289
	Iteration 18Q: 3 clusters Score -1.36785e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -13678730.000000 Penalty: 13471.821289
	Iteration 19Q: 3 clusters Score -1.367873e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -13678878.000000 Penalty: 13471.821289
	Iteration 20F: 3 clusters Score -1.367888e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13679003.000000 Penalty: 13471.821289
	Iteration 21Q: 3 clusters Score -1.3679e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13679070.000000 Penalty: 13471.821289
	Iteration 22Q: 3 clusters Score -1.367907e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13679122.000000 Penalty: 13471.821289
	Iteration 23Q: 3 clusters Score -1.367912e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13679158.000000 Penalty: 13471.821289
	Iteration 24Q: 3 clusters Score -1.367916e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -13679162.000000 Penalty: 13471.821289
	Iteration 25Q: 3 clusters Score -1.367916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -13679186.000000 Penalty: 13471.821289
	Iteration 26Q: 3 clusters Score -1.367919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13679193.000000 Penalty: 13471.821289
	Iteration 27Q: 3 clusters Score -1.367919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -13679203.000000 Penalty: 13471.821289
	Iteration 28Q: 3 clusters Score -1.36792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -13679207.000000 Penalty: 13471.821289
	Iteration 29Q: 3 clusters Score -1.367921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -13679217.000000 Penalty: 13471.821289
	Iteration 30Q: 3 clusters Score -1.367922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13679219.000000 Penalty: 13471.821289
	Iteration 31Q: 3 clusters Score -1.367922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13679234.000000 Penalty: 13471.821289
	Iteration 32Q: 3 clusters Score -1.367923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13679222.000000 Penalty: 13471.821289
	Iteration 33Q: 3 clusters Score -1.367922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13679222.000000 Penalty: 13471.821289
	Iteration 34Q: 3 clusters Score -1.367922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13679208.000000 Penalty: 13471.821289
	Iteration 35Q: 3 clusters Score -1.367921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13679208.000000 Penalty: 13471.821289
	Iteration 36F: 3 clusters Score -1.367921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Entering Unmasked Estep 
Score: -3763085.250000 Penalty: 5974.574219
	Iteration 0F: 2 clusters Score -3763085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3748274.000000 Penalty: 11949.148438
	Iteration 0F: 3 clusters Score -3748274 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3752083.750000 Penalty: 11949.148438
	Iteration 1F: 3 clusters Score -3752084 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3752873.750000 Penalty: 11949.148438
	Iteration 2F: 3 clusters Score -3752874 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3753530.750000 Penalty: 11949.148438
	Iteration 3F: 3 clusters Score -3753531 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3754089.250000 Penalty: 11949.148438
	Iteration 4Q: 3 clusters Score -3754089 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3754505.500000 Penalty: 11949.148438
	Iteration 5Q: 3 clusters Score -3754506 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3754931.000000 Penalty: 11949.148438
	Iteration 6Q: 3 clusters Score -3754931 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3755380.000000 Penalty: 11949.148438
	Iteration 7Q: 3 clusters Score -3755380 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3755815.250000 Penalty: 11949.148438
	Iteration 8Q: 3 clusters Score -3755815 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3756251.250000 Penalty: 11949.148438
	Iteration 9Q: 3 clusters Score -3756251 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3756698.750000 Penalty: 11949.148438
	Iteration 10Q: 3 clusters Score -3756699 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3757093.750000 Penalty: 11949.148438
	Iteration 11Q: 3 clusters Score -3757094 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3757496.250000 Penalty: 11949.148438
	Iteration 12Q: 3 clusters Score -3757496 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3757838 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -3758172.250000 Penalty: 11949.148438
	Iteration 14Q: 3 clusters Score -3758172 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3758458.750000 Penalty: 11949.148438
	Iteration 15Q: 3 clusters Score -3758459 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3758722.000000 Penalty: 11949.148438
	Iteration 16Q: 3 clusters Score -3758722 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3758956.500000 Penalty: 11949.148438
	Iteration 17Q: 3 clusters Score -3758956 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3759114.000000 Penalty: 11949.148438
	Iteration 18Q: 3 clusters Score -3759114 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3759220.000000 Penalty: 11949.148438
	Iteration 19Q: 3 clusters Score -3759220 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3759301.000000 Penalty: 11949.148438
	Iteration 20F: 3 clusters Score -3759301 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3759353.500000 Penalty: 11949.148438
	Iteration 21Q: 3 clusters Score -3759354 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3759400.000000 Penalty: 11949.148438
	Iteration 22Q: 3 clusters Score -3759400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3759415.500000 Penalty: 11949.148438
	Iteration 23Q: 3 clusters Score -3759416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3759446.000000 Penalty: 11949.148438
	Iteration 24Q: 3 clusters Score -3759446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3759465.750000 Penalty: 11949.148438
	Iteration 25Q: 3 clusters Score -3759466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3759504.250000 Penalty: 11949.148438
	Iteration 26Q: 3 clusters Score -3759504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3759511.250000 Penalty: 11949.148438
	Iteration 27Q: 3 clusters Score -3759511 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3759529.250000 Penalty: 11949.148438
	Iteration 28Q: 3 clusters Score -3759529 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3759550.750000 Penalty: 11949.148438
	Iteration 29Q: 3 clusters Score -3759551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3759583.000000 Penalty: 11949.148438
	Iteration 30Q: 3 clusters Score -3759583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3759606.250000 Penalty: 11949.148438
	Iteration 31Q: 3 clusters Score -3759606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3759629.500000 Penalty: 11949.148438
	Iteration 32Q: 3 clusters Score -3759630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3759647.000000 Penalty: 11949.148438
	Iteration 33Q: 3 clusters Score -3759647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3759650.500000 Penalty: 11949.148438
	Iteration 34Q: 3 clusters Score -3759650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3759658.500000 Penalty: 11949.148438
	Iteration 35Q: 3 clusters Score -3759658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3759668.750000 Penalty: 11949.148438
	Iteration 36Q: 3 clusters Score -3759669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3759674.000000 Penalty: 11949.148438
	Iteration 37Q: 3 clusters Score -3759674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3759682.750000 Penalty: 11949.148438
	Iteration 38Q: 3 clusters Score -3759683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3759683.250000 Penalty: 11949.148438
	Iteration 39Q: 3 clusters Score -3759683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3759680.500000 Penalty: 11949.148438
	Iteration 40F: 3 clusters Score -3759680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3759693.500000 Penalty: 11949.148438
	Iteration 41Q: 3 clusters Score -3759694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3759698.250000 Penalty: 11949.148438
	Iteration 42Q: 3 clusters Score -3759698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3759693.000000 Penalty: 11949.148438
	Iteration 43Q: 3 clusters Score -3759693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3759695.000000 Penalty: 11949.148438
	Iteration 44Q: 3 clusters Score -3759695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3759692.250000 Penalty: 11949.148438
	Iteration 45Q: 3 clusters Score -3759692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3759694.500000 Penalty: 11949.148438
	Iteration 46Q: 3 clusters Score -3759694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3759701.500000 Penalty: 11949.148438
	Iteration 47Q: 3 clusters Score -3759702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3759702.000000 Penalty: 11949.148438
	Iteration 48Q: 3 clusters Score -3759702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3759705.750000 Penalty: 11949.148438
	Iteration 49Q: 3 clusters Score -3759706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3759705.750000 Penalty: 11949.148438
	Iteration 50Q: 3 clusters Score -3759706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3759709.250000 Penalty: 11949.148438
	Iteration 51Q: 3 clusters Score -3759709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3759705.000000 Penalty: 11949.148438
	Iteration 52Q: 3 clusters Score -3759705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3759706.750000 Penalty: 11949.148438
	Iteration 53Q: 3 clusters Score -3759707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3759710.000000 Penalty: 11949.148438
	Iteration 54Q: 3 clusters Score -3759710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3759706.000000 Penalty: 11949.148438
	Iteration 55Q: 3 clusters Score -3759706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3759711.250000 Penalty: 11949.148438
	Iteration 56Q: 3 clusters Score -3759711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3759722.000000 Penalty: 11949.148438
	Iteration 57Q: 3 clusters Score -3759722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3759725.250000 Penalty: 11949.148438
	Iteration 58Q: 3 clusters Score -3759725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3759729.250000 Penalty: 11949.148438
	Iteration 59Q: 3 clusters Score -3759729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3759722.500000 Penalty: 11949.148438
	Iteration 60F: 3 clusters Score -3759722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3759726.000000 Penalty: 11949.148438
	Iteration 61Q: 3 clusters Score -3759726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3759734.750000 Penalty: 11949.148438
	Iteration 62Q: 3 clusters Score -3759735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3759734.500000 Penalty: 11949.148438
	Iteration 63Q: 3 clusters Score -3759734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3759733.500000 Penalty: 11949.148438
	Iteration 64Q: 3 clusters Score -3759734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3759734.500000 Penalty: 11949.148438
	Iteration 65Q: 3 clusters Score -3759734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3759737.750000 Penalty: 11949.148438
	Iteration 66Q: 3 clusters Score -3759738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3759743.500000 Penalty: 11949.148438
	Iteration 67Q: 3 clusters Score -3759744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3759742.000000 Penalty: 11949.148438
	Iteration 68Q: 3 clusters Score -3759742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3759758.750000 Penalty: 11949.148438
	Iteration 69Q: 3 clusters Score -3759759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3759762.250000 Penalty: 11949.148438
	Iteration 70Q: 3 clusters Score -3759762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3759763.500000 Penalty: 11949.148438
	Iteration 71Q: 3 clusters Score -3759764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3759776.500000 Penalty: 11949.148438
	Iteration 72Q: 3 clusters Score -3759776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3759784.500000 Penalty: 11949.148438
	Iteration 73Q: 3 clusters Score -3759784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3759777.750000 Penalty: 11949.148438
	Iteration 74Q: 3 clusters Score -3759778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3759791.000000 Penalty: 11949.148438
	Iteration 75Q: 3 clusters Score -3759791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3759802.250000 Penalty: 11949.148438
	Iteration 76Q: 3 clusters Score -3759802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3759811.750000 Penalty: 11949.148438
	Iteration 77Q: 3 clusters Score -3759812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3759810.750000 Penalty: 11949.148438
	Iteration 78Q: 3 clusters Score -3759811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3759825.500000 Penalty: 11949.148438
	Iteration 79Q: 3 clusters Score -3759826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3759828.750000 Penalty: 11949.148438
	Iteration 80F: 3 clusters Score -3759829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3759836.000000 Penalty: 11949.148438
	Iteration 81Q: 3 clusters Score -3759836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3759837.500000 Penalty: 11949.148438
	Iteration 82Q: 3 clusters Score -3759838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3759839.000000 Penalty: 11949.148438
	Iteration 83Q: 3 clusters Score -3759839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3759844.500000 Penalty: 11949.148438
	Iteration 84Q: 3 clusters Score -3759844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3759840.000000 Penalty: 11949.148438
	Iteration 85Q: 3 clusters Score -3759840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3759842.500000 Penalty: 11949.148438
	Iteration 86Q: 3 clusters Score -3759842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3759839.250000 Penalty: 11949.148438
	Iteration 87Q: 3 clusters Score -3759839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3759838.250000 Penalty: 11949.148438
	Iteration 88Q: 3 clusters Score -3759838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3759846.500000 Penalty: 11949.148438
	Iteration 89Q: 3 clusters Score -3759846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3759844.250000 Penalty: 11949.148438
	Iteration 90Q: 3 clusters Score -3759844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3759852.500000 Penalty: 11949.148438
	Iteration 91Q: 3 clusters Score -3759852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3759852.500000 Penalty: 11949.148438
	Iteration 92Q: 3 clusters Score -3759852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3759859.000000 Penalty: 11949.148438
	Iteration 93Q: 3 clusters Score -3759859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3759853.750000 Penalty: 11949.148438
	Iteration 94Q: 3 clusters Score -3759854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3759860.000000 Penalty: 11949.148438
	Iteration 95Q: 3 clusters Score -3759860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3759858.250000 Penalty: 11949.148438
	Iteration 96Q: 3 clusters Score -3759858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3759860.250000 Penalty: 11949.148438
	Iteration 97Q: 3 clusters Score -3759860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3759859.750000 Penalty: 11949.148438
	Iteration 98Q: 3 clusters Score -3759860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3759858.750000 Penalty: 11949.148438
	Iteration 99Q: 3 clusters Score -3759859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3759860.250000 Penalty: 11949.148438
	Iteration 100F: 3 clusters Score -3759860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3759860.500000 Penalty: 11949.148438
	Iteration 101Q: 3 clusters Score -3759860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3759860.500000 Penalty: 11949.148438
	Iteration 102F: 3 clusters Score -3759860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (131240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131240 members 
Entering Unmasked Estep 
Score: -30218054.000000 Penalty: 7218.179688
	Iteration 0F: 2 clusters Score -3.021805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -30134158.000000 Penalty: 14436.359375
	Iteration 0F: 3 clusters Score -3.013416e+07 nChanged 60485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -30167778.000000 Penalty: 14436.359375
	Iteration 1F: 3 clusters Score -3.016778e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -30168904.000000 Penalty: 14436.359375
	Iteration 2Q: 3 clusters Score -3.01689e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -30170250.000000 Penalty: 14436.359375
	Iteration 3Q: 3 clusters Score -3.017025e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 67629 members 
Entering Unmasked Estep 
Score: -30171626.000000 Penalty: 14436.359375
	Iteration 4Q: 3 clusters Score -3.017163e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -30172936.000000 Penalty: 14436.359375
	Iteration 5Q: 3 clusters Score -3.017294e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -30174760.000000 Penalty: 14436.359375
	Iteration 6Q: 3 clusters Score -3.017476e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -30176904.000000 Penalty: 14436.359375
	Iteration 7Q: 3 clusters Score -3.01769e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -30179786.000000 Penalty: 14436.359375
	Iteration 8Q: 3 clusters Score -3.017979e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -30183208.000000 Penalty: 14436.359375
	Iteration 9Q: 3 clusters Score -3.018321e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 81688 members 
Entering Unmasked Estep 
Score: -30186904.000000 Penalty: 14436.359375
	Iteration 10F: 3 clusters Score -3.01869e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -30190764.000000 Penalty: 14436.359375
	Iteration 11F: 3 clusters Score -3.019076e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 88401 members 
Entering Unmasked Estep 
Score: -30194040.000000 Penalty: 14436.359375
	Iteration 12Q: 3 clusters Score -3.019404e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -30196948.000000 Penalty: 14436.359375
	Iteration 13Q: 3 clusters Score -3.019695e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -30199280.000000 Penalty: 14436.359375
	Iteration 14Q: 3 clusters Score -3.019928e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -30200974.000000 Penalty: 14436.359375
	Iteration 15Q: 3 clusters Score -3.020097e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -30202340.000000 Penalty: 14436.359375
	Iteration 16Q: 3 clusters Score -3.020234e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -30203360.000000 Penalty: 14436.359375
	Iteration 17Q: 3 clusters Score -3.020336e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 102246 members 
Entering Unmasked Estep 
Score: -30204178.000000 Penalty: 14436.359375
	Iteration 18Q: 3 clusters Score -3.020418e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 103817 members 
Entering Unmasked Estep 
Score: -30204884.000000 Penalty: 14436.359375
	Iteration 19Q: 3 clusters Score -3.020488e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 105252 members 
Entering Unmasked Estep 
Score: -30205426.000000 Penalty: 14436.359375
	Iteration 20F: 3 clusters Score -3.020543e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 106671 members 
Entering Unmasked Estep 
Score: -30206104.000000 Penalty: 14436.359375
	Iteration 21Q: 3 clusters Score -3.02061e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 108026 members 
Entering Unmasked Estep 
Score: -30206546.000000 Penalty: 14436.359375
	Iteration 22Q: 3 clusters Score -3.020655e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 109330 members 
Entering Unmasked Estep 
Score: -30207168.000000 Penalty: 14436.359375
	Iteration 23Q: 3 clusters Score -3.020717e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 110626 members 
Entering Unmasked Estep 
Score: -30207710.000000 Penalty: 14436.359375
	Iteration 24Q: 3 clusters Score -3.020771e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 111900 members 
Entering Unmasked Estep 
Score: -30208184.000000 Penalty: 14436.359375
	Iteration 25Q: 3 clusters Score -3.020818e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 113125 members 
Entering Unmasked Estep 
Score: -30208652.000000 Penalty: 14436.359375
	Iteration 26Q: 3 clusters Score -3.020865e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -30209014.000000 Penalty: 14436.359375
	Iteration 27Q: 3 clusters Score -3.020901e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -30209528.000000 Penalty: 14436.359375
	Iteration 28Q: 3 clusters Score -3.020953e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 116844 members 
Entering Unmasked Estep 
Score: -30209952.000000 Penalty: 14436.359375
	Iteration 29Q: 3 clusters Score -3.020995e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 117987 members 
Entering Unmasked Estep 
Score: -30210196.000000 Penalty: 14436.359375
	Iteration 30Q: 3 clusters Score -3.02102e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 119093 members 
Entering Unmasked Estep 
Score: -30210516.000000 Penalty: 14436.359375
	Iteration 31Q: 3 clusters Score -3.021052e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 120114 members 
Entering Unmasked Estep 
Score: -30210758.000000 Penalty: 14436.359375
	Iteration 32Q: 3 clusters Score -3.021076e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 121080 members 
Entering Unmasked Estep 
Score: -30211116.000000 Penalty: 14436.359375
	Iteration 33Q: 3 clusters Score -3.021112e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 121910 members 
Entering Unmasked Estep 
Score: -30211374.000000 Penalty: 14436.359375
	Iteration 34Q: 3 clusters Score -3.021137e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 122672 members 
Entering Unmasked Estep 
Score: -30211690.000000 Penalty: 14436.359375
	Iteration 35Q: 3 clusters Score -3.021169e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 123329 members 
Entering Unmasked Estep 
Score: -30211858.000000 Penalty: 14436.359375
	Iteration 36Q: 3 clusters Score -3.021186e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 123921 members 
Entering Unmasked Estep 
Score: -30212178.000000 Penalty: 14436.359375
	Iteration 37Q: 3 clusters Score -3.021218e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 124424 members 
Entering Unmasked Estep 
Score: -30212358.000000 Penalty: 14436.359375
	Iteration 38Q: 3 clusters Score -3.021236e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 124856 members 
Entering Unmasked Estep 
Score: -30212540.000000 Penalty: 14436.359375
	Iteration 39Q: 3 clusters Score -3.021254e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 125248 members 
Entering Unmasked Estep 
Score: -30212752.000000 Penalty: 14436.359375
	Iteration 40F: 3 clusters Score -3.021275e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 125598 members 
Entering Unmasked Estep 
Score: -30212894.000000 Penalty: 14436.359375
	Iteration 41Q: 3 clusters Score -3.021289e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 125900 members 
Entering Unmasked Estep 
Score: -30212960.000000 Penalty: 14436.359375
	Iteration 42Q: 3 clusters Score -3.021296e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 126160 members 
Entering Unmasked Estep 
Score: -30213078.000000 Penalty: 14436.359375
	Iteration 43Q: 3 clusters Score -3.021308e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 126365 members 
Entering Unmasked Estep 
Score: -30213174.000000 Penalty: 14436.359375
	Iteration 44Q: 3 clusters Score -3.021317e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 126538 members 
Entering Unmasked Estep 
Score: -30213236.000000 Penalty: 14436.359375
	Iteration 45Q: 3 clusters Score -3.021324e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 126674 members 
Entering Unmasked Estep 
Score: -30213296.000000 Penalty: 14436.359375
	Iteration 46Q: 3 clusters Score -3.02133e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 126768 members 
Entering Unmasked Estep 
Score: -30213392.000000 Penalty: 14436.359375
	Iteration 47Q: 3 clusters Score -3.021339e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 126850 members 
Entering Unmasked Estep 
Score: -30213412.000000 Penalty: 14436.359375
	Iteration 48Q: 3 clusters Score -3.021341e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 126912 members 
Entering Unmasked Estep 
Score: -30213386.000000 Penalty: 14436.359375
	Iteration 49Q: 3 clusters Score -3.021339e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 126966 members 
Entering Unmasked Estep 
Score: -30213380.000000 Penalty: 14436.359375
	Iteration 50Q: 3 clusters Score -3.021338e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 127020 members 
Entering Unmasked Estep 
Score: -30213380.000000 Penalty: 14436.359375
	Iteration 51Q: 3 clusters Score -3.021338e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 127069 members 
Entering Unmasked Estep 
Score: -30213378.000000 Penalty: 14436.359375
	Iteration 52Q: 3 clusters Score -3.021338e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 127108 members 
Entering Unmasked Estep 
Score: -30213388.000000 Penalty: 14436.359375
	Iteration 53Q: 3 clusters Score -3.021339e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 127145 members 
Entering Unmasked Estep 
Score: -30213394.000000 Penalty: 14436.359375
	Iteration 54Q: 3 clusters Score -3.021339e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 127172 members 
Entering Unmasked Estep 
Score: -30213410.000000 Penalty: 14436.359375
	Iteration 55Q: 3 clusters Score -3.021341e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 127199 members 
Entering Unmasked Estep 
Score: -30213410.000000 Penalty: 14436.359375
	Iteration 56Q: 3 clusters Score -3.021341e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 127223 members 
Entering Unmasked Estep 
Score: -30213410.000000 Penalty: 14436.359375
	Iteration 57Q: 3 clusters Score -3.021341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 127250 members 
Entering Unmasked Estep 
Score: -30213410.000000 Penalty: 14436.359375
	Iteration 58Q: 3 clusters Score -3.021341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 127272 members 
Entering Unmasked Estep 
Score: -30213402.000000 Penalty: 14436.359375
	Iteration 59Q: 3 clusters Score -3.02134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -30213426.000000 Penalty: 14436.359375
	Iteration 60F: 3 clusters Score -3.021343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 127299 members 
Entering Unmasked Estep 
Score: -30213426.000000 Penalty: 14436.359375
	Iteration 61Q: 3 clusters Score -3.021343e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 127324 members 
Entering Unmasked Estep 
Score: -30213404.000000 Penalty: 14436.359375
	Iteration 62Q: 3 clusters Score -3.02134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 127338 members 
Entering Unmasked Estep 
Score: -30213428.000000 Penalty: 14436.359375
	Iteration 63Q: 3 clusters Score -3.021343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 127350 members 
Entering Unmasked Estep 
Score: -30213452.000000 Penalty: 14436.359375
	Iteration 64Q: 3 clusters Score -3.021345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 127355 members 
Entering Unmasked Estep 
Score: -30213422.000000 Penalty: 14436.359375
	Iteration 65Q: 3 clusters Score -3.021342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 127362 members 
Entering Unmasked Estep 
Score: -30213416.000000 Penalty: 14436.359375
	Iteration 66Q: 3 clusters Score -3.021342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -30213420.000000 Penalty: 14436.359375
	Iteration 67Q: 3 clusters Score -3.021342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 127378 members 
Entering Unmasked Estep 
Score: -30213412.000000 Penalty: 14436.359375
	Iteration 68Q: 3 clusters Score -3.021341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 127381 members 
Entering Unmasked Estep 
Score: -30213402.000000 Penalty: 14436.359375
	Iteration 69Q: 3 clusters Score -3.02134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 127386 members 
Entering Unmasked Estep 
Score: -30213414.000000 Penalty: 14436.359375
	Iteration 70Q: 3 clusters Score -3.021341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 127390 members 
Entering Unmasked Estep 
Score: -30213396.000000 Penalty: 14436.359375
	Iteration 71Q: 3 clusters Score -3.02134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 127399 members 
Entering Unmasked Estep 
Score: -30213422.000000 Penalty: 14436.359375
	Iteration 72Q: 3 clusters Score -3.021342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -30213412.000000 Penalty: 14436.359375
	Iteration 73Q: 3 clusters Score -3.021341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 127408 members 
Entering Unmasked Estep 
Score: -30213410.000000 Penalty: 14436.359375
	Iteration 74Q: 3 clusters Score -3.021341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 127413 members 
Entering Unmasked Estep 
Score: -30213410.000000 Penalty: 14436.359375
	Iteration 75Q: 3 clusters Score -3.021341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 127419 members 
Entering Unmasked Estep 
Score: -30213412.000000 Penalty: 14436.359375
	Iteration 76Q: 3 clusters Score -3.021341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 127428 members 
Entering Unmasked Estep 
Score: -30213430.000000 Penalty: 14436.359375
	Iteration 77Q: 3 clusters Score -3.021343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 127436 members 
Entering Unmasked Estep 
Score: -30213414.000000 Penalty: 14436.359375
	Iteration 78Q: 3 clusters Score -3.021341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 127438 members 
Entering Unmasked Estep 
Score: -30213400.000000 Penalty: 14436.359375
	Iteration 79Q: 3 clusters Score -3.02134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 127441 members 
Entering Unmasked Estep 
Score: -30213418.000000 Penalty: 14436.359375
	Iteration 80F: 3 clusters Score -3.021342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 127445 members 
Entering Unmasked Estep 
Score: -30213420.000000 Penalty: 14436.359375
	Iteration 81Q: 3 clusters Score -3.021342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 127447 members 
Entering Unmasked Estep 
Score: -30213418.000000 Penalty: 14436.359375
	Iteration 82Q: 3 clusters Score -3.021342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 127449 members 
Entering Unmasked Estep 
Score: -30213428.000000 Penalty: 14436.359375
	Iteration 83Q: 3 clusters Score -3.021343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 127450 members 
Entering Unmasked Estep 
Score: -30213418.000000 Penalty: 14436.359375
	Iteration 84Q: 3 clusters Score -3.021342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 127449 members 
Entering Unmasked Estep 
Score: -30213424.000000 Penalty: 14436.359375
	Iteration 85Q: 3 clusters Score -3.021342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 127449 members 
Entering Unmasked Estep 
Score: -30213424.000000 Penalty: 14436.359375
	Iteration 86F: 3 clusters Score -3.021342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Entering Unmasked Estep 
Score: -8361681.000000 Penalty: 6462.429688
	Iteration 0F: 2 clusters Score -8361681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -8333585.500000 Penalty: 12924.859375
	Iteration 0F: 3 clusters Score -8333586 nChanged 16509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -8342590.000000 Penalty: 12924.859375
	Iteration 1F: 3 clusters Score -8342590 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -8343984.500000 Penalty: 12924.859375
	Iteration 2F: 3 clusters Score -8343984 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -8345590.000000 Penalty: 12924.859375
	Iteration 3F: 3 clusters Score -8345590 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -8347305.000000 Penalty: 12924.859375
	Iteration 4F: 3 clusters Score -8347305 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -8349056.000000 Penalty: 12924.859375
	Iteration 5F: 3 clusters Score -8349056 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -8350626.500000 Penalty: 12924.859375
	Iteration 6F: 3 clusters Score -8350626 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -8351892.000000 Penalty: 12924.859375
	Iteration 7F: 3 clusters Score -8351892 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -8352853.000000 Penalty: 12924.859375
	Iteration 8Q: 3 clusters Score -8352853 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -8353570.500000 Penalty: 12924.859375
	Iteration 9Q: 3 clusters Score -8353570 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -8354091.500000 Penalty: 12924.859375
	Iteration 10Q: 3 clusters Score -8354092 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -8354478.500000 Penalty: 12924.859375
	Iteration 11Q: 3 clusters Score -8354478 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -8354747.500000 Penalty: 12924.859375
	Iteration 12Q: 3 clusters Score -8354748 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -8354970.000000 Penalty: 12924.859375
	Iteration 13Q: 3 clusters Score -8354970 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -8355147.500000 Penalty: 12924.859375
	Iteration 14Q: 3 clusters Score -8355148 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -8355327.500000 Penalty: 12924.859375
	Iteration 15Q: 3 clusters Score -8355328 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -8355476.500000 Penalty: 12924.859375
	Iteration 16Q: 3 clusters Score -8355476 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -8355587.000000 Penalty: 12924.859375
	Iteration 17Q: 3 clusters Score -8355587 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -8355689.500000 Penalty: 12924.859375
	Iteration 18Q: 3 clusters Score -8355690 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8355717.000000 Penalty: 12924.859375
	Iteration 19Q: 3 clusters Score -8355717 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -8355783.000000 Penalty: 12924.859375
	Iteration 20F: 3 clusters Score -8355783 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -8355809.000000 Penalty: 12924.859375
	Iteration 21Q: 3 clusters Score -8355809 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -8355854.000000 Penalty: 12924.859375
	Iteration 22Q: 3 clusters Score -8355854 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -8355863.500000 Penalty: 12924.859375
	Iteration 23Q: 3 clusters Score -8355864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -8355867.500000 Penalty: 12924.859375
	Iteration 24Q: 3 clusters Score -8355868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -8355888.500000 Penalty: 12924.859375
	Iteration 25Q: 3 clusters Score -8355888 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -8355870.000000 Penalty: 12924.859375
	Iteration 26Q: 3 clusters Score -8355870 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -8355870.000000 Penalty: 12924.859375
	Iteration 27Q: 3 clusters Score -8355870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -8355874.000000 Penalty: 12924.859375
	Iteration 28Q: 3 clusters Score -8355874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -8355879.500000 Penalty: 12924.859375
	Iteration 29Q: 3 clusters Score -8355880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -8355867.000000 Penalty: 12924.859375
	Iteration 30Q: 3 clusters Score -8355867 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -8355887.500000 Penalty: 12924.859375
	Iteration 31Q: 3 clusters Score -8355888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -8355903.000000 Penalty: 12924.859375
	Iteration 32Q: 3 clusters Score -8355903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -8355911.000000 Penalty: 12924.859375
	Iteration 33Q: 3 clusters Score -8355911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -8355923.500000 Penalty: 12924.859375
	Iteration 34Q: 3 clusters Score -8355924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -8355922.500000 Penalty: 12924.859375
	Iteration 35Q: 3 clusters Score -8355922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -8355944.500000 Penalty: 12924.859375
	Iteration 36Q: 3 clusters Score -8355944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -8355965.000000 Penalty: 12924.859375
	Iteration 37Q: 3 clusters Score -8355965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -8355963.000000 Penalty: 12924.859375
	Iteration 38Q: 3 clusters Score -8355963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -8355981.500000 Penalty: 12924.859375
	Iteration 39Q: 3 clusters Score -8355982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -8355979.000000 Penalty: 12924.859375
	Iteration 40F: 3 clusters Score -8355979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -8355973.500000 Penalty: 12924.859375
	Iteration 41Q: 3 clusters Score -8355974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -8355966.500000 Penalty: 12924.859375
	Iteration 42Q: 3 clusters Score -8355966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -8355975.500000 Penalty: 12924.859375
	Iteration 43Q: 3 clusters Score -8355976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -8355981.000000 Penalty: 12924.859375
	Iteration 44Q: 3 clusters Score -8355981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -8355997.500000 Penalty: 12924.859375
	Iteration 45Q: 3 clusters Score -8355998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -8355998.000000 Penalty: 12924.859375
	Iteration 46Q: 3 clusters Score -8355998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -8355987.500000 Penalty: 12924.859375
	Iteration 47Q: 3 clusters Score -8355988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -8355990.500000 Penalty: 12924.859375
	Iteration 48Q: 3 clusters Score -8355990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -8355988.000000 Penalty: 12924.859375
	Iteration 49Q: 3 clusters Score -8355988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -8355990.500000 Penalty: 12924.859375
	Iteration 50Q: 3 clusters Score -8355990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -8356009.500000 Penalty: 12924.859375
	Iteration 51Q: 3 clusters Score -8356010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -8356001.500000 Penalty: 12924.859375
	Iteration 52Q: 3 clusters Score -8356002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -8356003.000000 Penalty: 12924.859375
	Iteration 53Q: 3 clusters Score -8356003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -8356003.500000 Penalty: 12924.859375
	Iteration 54Q: 3 clusters Score -8356004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -8355992.500000 Penalty: 12924.859375
	Iteration 55Q: 3 clusters Score -8355992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -8355995.500000 Penalty: 12924.859375
	Iteration 56Q: 3 clusters Score -8355996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -8355993.500000 Penalty: 12924.859375
	Iteration 57Q: 3 clusters Score -8355994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -8356002.000000 Penalty: 12924.859375
	Iteration 58Q: 3 clusters Score -8356002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -8356010.000000 Penalty: 12924.859375
	Iteration 59Q: 3 clusters Score -8356010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -8355999.000000 Penalty: 12924.859375
	Iteration 60F: 3 clusters Score -8355999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -8355993.500000 Penalty: 12924.859375
	Iteration 61Q: 3 clusters Score -8355994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -8356007.000000 Penalty: 12924.859375
	Iteration 62Q: 3 clusters Score -8356007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -8355995.500000 Penalty: 12924.859375
	Iteration 63Q: 3 clusters Score -8355996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -8356011.500000 Penalty: 12924.859375
	Iteration 64Q: 3 clusters Score -8356012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -8356013.500000 Penalty: 12924.859375
	Iteration 65Q: 3 clusters Score -8356014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -8356021.500000 Penalty: 12924.859375
	Iteration 66Q: 3 clusters Score -8356022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -8356010.500000 Penalty: 12924.859375
	Iteration 67Q: 3 clusters Score -8356010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -8356014.000000 Penalty: 12924.859375
	Iteration 68Q: 3 clusters Score -8356014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -8356009.500000 Penalty: 12924.859375
	Iteration 69Q: 3 clusters Score -8356010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -8356021.500000 Penalty: 12924.859375
	Iteration 70Q: 3 clusters Score -8356022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -8356012.500000 Penalty: 12924.859375
	Iteration 71Q: 3 clusters Score -8356012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -8356037.500000 Penalty: 12924.859375
	Iteration 72Q: 3 clusters Score -8356038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -8356032.000000 Penalty: 12924.859375
	Iteration 73Q: 3 clusters Score -8356032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -8356022.000000 Penalty: 12924.859375
	Iteration 74Q: 3 clusters Score -8356022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -8356029.000000 Penalty: 12924.859375
	Iteration 75Q: 3 clusters Score -8356029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -8356028.000000 Penalty: 12924.859375
	Iteration 76Q: 3 clusters Score -8356028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -8356019.500000 Penalty: 12924.859375
	Iteration 77Q: 3 clusters Score -8356020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -8356009.500000 Penalty: 12924.859375
	Iteration 78Q: 3 clusters Score -8356010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -8356015.500000 Penalty: 12924.859375
	Iteration 79Q: 3 clusters Score -8356016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -8356032.000000 Penalty: 12924.859375
	Iteration 80F: 3 clusters Score -8356032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -8356028.000000 Penalty: 12924.859375
	Iteration 81Q: 3 clusters Score -8356028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -8356023.500000 Penalty: 12924.859375
	Iteration 82Q: 3 clusters Score -8356024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -8356028.000000 Penalty: 12924.859375
	Iteration 83Q: 3 clusters Score -8356028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -8356026.500000 Penalty: 12924.859375
	Iteration 84Q: 3 clusters Score -8356026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -8356031.000000 Penalty: 12924.859375
	Iteration 85Q: 3 clusters Score -8356031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -8356034.000000 Penalty: 12924.859375
	Iteration 86Q: 3 clusters Score -8356034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -8356033.500000 Penalty: 12924.859375
	Iteration 87Q: 3 clusters Score -8356034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -8356034.500000 Penalty: 12924.859375
	Iteration 88Q: 3 clusters Score -8356034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -8356040.000000 Penalty: 12924.859375
	Iteration 89Q: 3 clusters Score -8356040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -8356040.000000 Penalty: 12924.859375
	Iteration 90F: 3 clusters Score -8356040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Entering Unmasked Estep 
Score: -16262087.000000 Penalty: 6847.362305
	Iteration 0F: 2 clusters Score -1.626209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -16212272.000000 Penalty: 13694.724609
	Iteration 0F: 3 clusters Score -1.621227e+07 nChanged 32392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -16229750.000000 Penalty: 13694.724609
	Iteration 1F: 3 clusters Score -1.622975e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -16230786.000000 Penalty: 13694.724609
	Iteration 2Q: 3 clusters Score -1.623079e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -16231692.000000 Penalty: 13694.724609
	Iteration 3Q: 3 clusters Score -1.623169e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -16232475.000000 Penalty: 13694.724609
	Iteration 4Q: 3 clusters Score -1.623248e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -16233405.000000 Penalty: 13694.724609
	Iteration 5Q: 3 clusters Score -1.62334e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -16234406.000000 Penalty: 13694.724609
	Iteration 6Q: 3 clusters Score -1.623441e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -16235550.000000 Penalty: 13694.724609
	Iteration 7Q: 3 clusters Score -1.623555e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -16237143.000000 Penalty: 13694.724609
	Iteration 8Q: 3 clusters Score -1.623714e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -16239044.000000 Penalty: 13694.724609
	Iteration 9Q: 3 clusters Score -1.623904e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -16241211.000000 Penalty: 13694.724609
	Iteration 10F: 3 clusters Score -1.624121e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -16243781.000000 Penalty: 13694.724609
	Iteration 11F: 3 clusters Score -1.624378e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -16246344.000000 Penalty: 13694.724609
	Iteration 12F: 3 clusters Score -1.624634e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -16248254.000000 Penalty: 13694.724609
	Iteration 13Q: 3 clusters Score -1.624825e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -16249456.000000 Penalty: 13694.724609
	Iteration 14Q: 3 clusters Score -1.624946e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -16250116.000000 Penalty: 13694.724609
	Iteration 15Q: 3 clusters Score -1.625012e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -16250570.000000 Penalty: 13694.724609
	Iteration 16Q: 3 clusters Score -1.625057e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -16250850.000000 Penalty: 13694.724609
	Iteration 17Q: 3 clusters Score -1.625085e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -16251166.000000 Penalty: 13694.724609
	Iteration 18Q: 3 clusters Score -1.625117e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -16251350.000000 Penalty: 13694.724609
	Iteration 19Q: 3 clusters Score -1.625135e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -16251545.000000 Penalty: 13694.724609
	Iteration 20F: 3 clusters Score -1.625154e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -16251671.000000 Penalty: 13694.724609
	Iteration 21Q: 3 clusters Score -1.625167e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -16251788.000000 Penalty: 13694.724609
	Iteration 22Q: 3 clusters Score -1.625179e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -16251971.000000 Penalty: 13694.724609
	Iteration 23Q: 3 clusters Score -1.625197e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -16252104.000000 Penalty: 13694.724609
	Iteration 24Q: 3 clusters Score -1.62521e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -16252269.000000 Penalty: 13694.724609
	Iteration 25Q: 3 clusters Score -1.625227e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -16252417.000000 Penalty: 13694.724609
	Iteration 26Q: 3 clusters Score -1.625242e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -16252531.000000 Penalty: 13694.724609
	Iteration 27Q: 3 clusters Score -1.625253e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -16252632.000000 Penalty: 13694.724609
	Iteration 28Q: 3 clusters Score -1.625263e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -16252750.000000 Penalty: 13694.724609
	Iteration 29Q: 3 clusters Score -1.625275e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -16252877.000000 Penalty: 13694.724609
	Iteration 30Q: 3 clusters Score -1.625288e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -16252968.000000 Penalty: 13694.724609
	Iteration 31Q: 3 clusters Score -1.625297e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -16253049.000000 Penalty: 13694.724609
	Iteration 32Q: 3 clusters Score -1.625305e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -16253135.000000 Penalty: 13694.724609
	Iteration 33Q: 3 clusters Score -1.625314e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -16253209.000000 Penalty: 13694.724609
	Iteration 34Q: 3 clusters Score -1.625321e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -16253237.000000 Penalty: 13694.724609
	Iteration 35Q: 3 clusters Score -1.625324e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -16253255.000000 Penalty: 13694.724609
	Iteration 36Q: 3 clusters Score -1.625326e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -16253351.000000 Penalty: 13694.724609
	Iteration 37Q: 3 clusters Score -1.625335e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -16253386.000000 Penalty: 13694.724609
	Iteration 38Q: 3 clusters Score -1.625339e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -16253418.000000 Penalty: 13694.724609
	Iteration 39Q: 3 clusters Score -1.625342e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -16253453.000000 Penalty: 13694.724609
	Iteration 40F: 3 clusters Score -1.625345e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -16253528.000000 Penalty: 13694.724609
	Iteration 41Q: 3 clusters Score -1.625353e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -16253540.000000 Penalty: 13694.724609
	Iteration 42Q: 3 clusters Score -1.625354e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -16253553.000000 Penalty: 13694.724609
	Iteration 43Q: 3 clusters Score -1.625355e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -16253566.000000 Penalty: 13694.724609
	Iteration 44Q: 3 clusters Score -1.625357e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -16253585.000000 Penalty: 13694.724609
	Iteration 45Q: 3 clusters Score -1.625358e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -16253610.000000 Penalty: 13694.724609
	Iteration 46Q: 3 clusters Score -1.625361e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -16253653.000000 Penalty: 13694.724609
	Iteration 47Q: 3 clusters Score -1.625365e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -16253651.000000 Penalty: 13694.724609
	Iteration 48Q: 3 clusters Score -1.625365e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -16253648.000000 Penalty: 13694.724609
	Iteration 49Q: 3 clusters Score -1.625365e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -16253660.000000 Penalty: 13694.724609
	Iteration 50Q: 3 clusters Score -1.625366e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -16253662.000000 Penalty: 13694.724609
	Iteration 51Q: 3 clusters Score -1.625366e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -16253684.000000 Penalty: 13694.724609
	Iteration 52Q: 3 clusters Score -1.625368e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -16253703.000000 Penalty: 13694.724609
	Iteration 53Q: 3 clusters Score -1.62537e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -16253694.000000 Penalty: 13694.724609
	Iteration 54Q: 3 clusters Score -1.625369e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -16253689.000000 Penalty: 13694.724609
	Iteration 55Q: 3 clusters Score -1.625369e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -16253707.000000 Penalty: 13694.724609
	Iteration 56Q: 3 clusters Score -1.625371e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -16253740.000000 Penalty: 13694.724609
	Iteration 57Q: 3 clusters Score -1.625374e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -16253706.000000 Penalty: 13694.724609
	Iteration 58Q: 3 clusters Score -1.625371e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -16253717.000000 Penalty: 13694.724609
	Iteration 59Q: 3 clusters Score -1.625372e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -16253737.000000 Penalty: 13694.724609
	Iteration 60F: 3 clusters Score -1.625374e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -16253748.000000 Penalty: 13694.724609
	Iteration 61Q: 3 clusters Score -1.625375e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -16253751.000000 Penalty: 13694.724609
	Iteration 62Q: 3 clusters Score -1.625375e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -16253765.000000 Penalty: 13694.724609
	Iteration 63Q: 3 clusters Score -1.625376e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -16253780.000000 Penalty: 13694.724609
	Iteration 64Q: 3 clusters Score -1.625378e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -16253772.000000 Penalty: 13694.724609
	Iteration 65Q: 3 clusters Score -1.625377e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -16253768.000000 Penalty: 13694.724609
	Iteration 66Q: 3 clusters Score -1.625377e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -16253766.000000 Penalty: 13694.724609
	Iteration 67Q: 3 clusters Score -1.625377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -16253782.000000 Penalty: 13694.724609
	Iteration 68Q: 3 clusters Score -1.625378e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -16253780.000000 Penalty: 13694.724609
	Iteration 69Q: 3 clusters Score -1.625378e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -16253767.000000 Penalty: 13694.724609
	Iteration 70Q: 3 clusters Score -1.625377e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -16253765.000000 Penalty: 13694.724609
	Iteration 71Q: 3 clusters Score -1.625376e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -16253779.000000 Penalty: 13694.724609
	Iteration 72Q: 3 clusters Score -1.625378e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -16253764.000000 Penalty: 13694.724609
	Iteration 73Q: 3 clusters Score -1.625376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -16253764.000000 Penalty: 13694.724609
	Iteration 74Q: 3 clusters Score -1.625376e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -16253748.000000 Penalty: 13694.724609
	Iteration 75Q: 3 clusters Score -1.625375e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -16253742.000000 Penalty: 13694.724609
	Iteration 76Q: 3 clusters Score -1.625374e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -16253767.000000 Penalty: 13694.724609
	Iteration 77Q: 3 clusters Score -1.625377e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -16253745.000000 Penalty: 13694.724609
	Iteration 78Q: 3 clusters Score -1.625374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -16253742.000000 Penalty: 13694.724609
	Iteration 79Q: 3 clusters Score -1.625374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -16253726.000000 Penalty: 13694.724609
	Iteration 80F: 3 clusters Score -1.625373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -16253723.000000 Penalty: 13694.724609
	Iteration 81Q: 3 clusters Score -1.625372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -16253743.000000 Penalty: 13694.724609
	Iteration 82Q: 3 clusters Score -1.625374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -16253754.000000 Penalty: 13694.724609
	Iteration 83Q: 3 clusters Score -1.625375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -16253762.000000 Penalty: 13694.724609
	Iteration 84Q: 3 clusters Score -1.625376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -16253755.000000 Penalty: 13694.724609
	Iteration 85Q: 3 clusters Score -1.625376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -16253751.000000 Penalty: 13694.724609
	Iteration 86Q: 3 clusters Score -1.625375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -16253762.000000 Penalty: 13694.724609
	Iteration 87Q: 3 clusters Score -1.625376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -16253748.000000 Penalty: 13694.724609
	Iteration 88Q: 3 clusters Score -1.625375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -16253745.000000 Penalty: 13694.724609
	Iteration 89Q: 3 clusters Score -1.625374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -16253727.000000 Penalty: 13694.724609
	Iteration 90Q: 3 clusters Score -1.625373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -16253745.000000 Penalty: 13694.724609
	Iteration 91Q: 3 clusters Score -1.625374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -16253734.000000 Penalty: 13694.724609
	Iteration 92Q: 3 clusters Score -1.625373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -16253755.000000 Penalty: 13694.724609
	Iteration 93Q: 3 clusters Score -1.625376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -16253741.000000 Penalty: 13694.724609
	Iteration 94Q: 3 clusters Score -1.625374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -16253752.000000 Penalty: 13694.724609
	Iteration 95Q: 3 clusters Score -1.625375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -16253755.000000 Penalty: 13694.724609
	Iteration 96Q: 3 clusters Score -1.625376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -16253746.000000 Penalty: 13694.724609
	Iteration 97Q: 3 clusters Score -1.625375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -16253731.000000 Penalty: 13694.724609
	Iteration 98Q: 3 clusters Score -1.625373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -16253733.000000 Penalty: 13694.724609
	Iteration 99Q: 3 clusters Score -1.625373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -16253744.000000 Penalty: 13694.724609
	Iteration 100F: 3 clusters Score -1.625374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -16253759.000000 Penalty: 13694.724609
	Iteration 101Q: 3 clusters Score -1.625376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -16253748.000000 Penalty: 13694.724609
	Iteration 102Q: 3 clusters Score -1.625375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -16253749.000000 Penalty: 13694.724609
	Iteration 103Q: 3 clusters Score -1.625375e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -16253739.000000 Penalty: 13694.724609
	Iteration 104Q: 3 clusters Score -1.625374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -16253745.000000 Penalty: 13694.724609
	Iteration 105Q: 3 clusters Score -1.625374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -16253772.000000 Penalty: 13694.724609
	Iteration 106Q: 3 clusters Score -1.625377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -16253775.000000 Penalty: 13694.724609
	Iteration 107Q: 3 clusters Score -1.625378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -16253770.000000 Penalty: 13694.724609
	Iteration 108Q: 3 clusters Score -1.625377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -16253758.000000 Penalty: 13694.724609
	Iteration 109Q: 3 clusters Score -1.625376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -16253769.000000 Penalty: 13694.724609
	Iteration 110Q: 3 clusters Score -1.625377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -16253784.000000 Penalty: 13694.724609
	Iteration 111Q: 3 clusters Score -1.625378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -16253791.000000 Penalty: 13694.724609
	Iteration 112Q: 3 clusters Score -1.625379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -16253791.000000 Penalty: 13694.724609
	Iteration 113Q: 3 clusters Score -1.625379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -16253772.000000 Penalty: 13694.724609
	Iteration 114Q: 3 clusters Score -1.625377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -16253791.000000 Penalty: 13694.724609
	Iteration 115Q: 3 clusters Score -1.625379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -16253787.000000 Penalty: 13694.724609
	Iteration 116Q: 3 clusters Score -1.625379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -16253782.000000 Penalty: 13694.724609
	Iteration 117Q: 3 clusters Score -1.625378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -16253803.000000 Penalty: 13694.724609
	Iteration 118Q: 3 clusters Score -1.62538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -16253807.000000 Penalty: 13694.724609
	Iteration 119Q: 3 clusters Score -1.625381e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -16253819.000000 Penalty: 13694.724609
	Iteration 120F: 3 clusters Score -1.625382e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -16253825.000000 Penalty: 13694.724609
	Iteration 121Q: 3 clusters Score -1.625382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -16253810.000000 Penalty: 13694.724609
	Iteration 122Q: 3 clusters Score -1.625381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -16253828.000000 Penalty: 13694.724609
	Iteration 123Q: 3 clusters Score -1.625383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -16253823.000000 Penalty: 13694.724609
	Iteration 124Q: 3 clusters Score -1.625382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -16253807.000000 Penalty: 13694.724609
	Iteration 125Q: 3 clusters Score -1.625381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -16253818.000000 Penalty: 13694.724609
	Iteration 126Q: 3 clusters Score -1.625382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -16253817.000000 Penalty: 13694.724609
	Iteration 127Q: 3 clusters Score -1.625382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -16253819.000000 Penalty: 13694.724609
	Iteration 128Q: 3 clusters Score -1.625382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -16253819.000000 Penalty: 13694.724609
	Iteration 129Q: 3 clusters Score -1.625382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -16253819.000000 Penalty: 13694.724609
	Iteration 130Q: 3 clusters Score -1.625382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -16253805.000000 Penalty: 13694.724609
	Iteration 131Q: 3 clusters Score -1.62538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -16253811.000000 Penalty: 13694.724609
	Iteration 132Q: 3 clusters Score -1.625381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -16253815.000000 Penalty: 13694.724609
	Iteration 133Q: 3 clusters Score -1.625382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -16253815.000000 Penalty: 13694.724609
	Iteration 134F: 3 clusters Score -1.625382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -3627300.000000 Penalty: 5934.091309
	Iteration 0F: 2 clusters Score -3627300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3613256.500000 Penalty: 11868.182617
	Iteration 0F: 3 clusters Score -3613256 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3616623.500000 Penalty: 11868.182617
	Iteration 1F: 3 clusters Score -3616624 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3617176.250000 Penalty: 11868.182617
	Iteration 2F: 3 clusters Score -3617176 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3617585.500000 Penalty: 11868.182617
	Iteration 3Q: 3 clusters Score -3617586 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3617987.000000 Penalty: 11868.182617
	Iteration 4Q: 3 clusters Score -3617987 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3618393.750000 Penalty: 11868.182617
	Iteration 5Q: 3 clusters Score -3618394 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3618860.000000 Penalty: 11868.182617
	Iteration 6Q: 3 clusters Score -3618860 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3619314.000000 Penalty: 11868.182617
	Iteration 7Q: 3 clusters Score -3619314 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3619716.250000 Penalty: 11868.182617
	Iteration 8Q: 3 clusters Score -3619716 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3620078.750000 Penalty: 11868.182617
	Iteration 9Q: 3 clusters Score -3620079 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3620432.250000 Penalty: 11868.182617
	Iteration 10Q: 3 clusters Score -3620432 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3620761.250000 Penalty: 11868.182617
	Iteration 11Q: 3 clusters Score -3620761 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3621101.000000 Penalty: 11868.182617
	Iteration 12Q: 3 clusters Score -3621101 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3621391.000000 Penalty: 11868.182617
	Iteration 13Q: 3 clusters Score -3621391 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3621664.000000 Penalty: 11868.182617
	Iteration 14Q: 3 clusters Score -3621664 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3621912.000000 Penalty: 11868.182617
	Iteration 15Q: 3 clusters Score -3621912 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3622135.250000 Penalty: 11868.182617
	Iteration 16Q: 3 clusters Score -3622135 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3622308.000000 Penalty: 11868.182617
	Iteration 17Q: 3 clusters Score -3622308 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3622454.000000 Penalty: 11868.182617
	Iteration 18Q: 3 clusters Score -3622454 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3622571.250000 Penalty: 11868.182617
	Iteration 19Q: 3 clusters Score -3622571 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3622656.500000 Penalty: 11868.182617
	Iteration 20F: 3 clusters Score -3622656 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3622757.000000 Penalty: 11868.182617
	Iteration 21Q: 3 clusters Score -3622757 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3622821.000000 Penalty: 11868.182617
	Iteration 22Q: 3 clusters Score -3622821 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3622882.000000 Penalty: 11868.182617
	Iteration 23Q: 3 clusters Score -3622882 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3622934.250000 Penalty: 11868.182617
	Iteration 24Q: 3 clusters Score -3622934 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3622973.500000 Penalty: 11868.182617
	Iteration 25Q: 3 clusters Score -3622974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3623026.000000 Penalty: 11868.182617
	Iteration 26Q: 3 clusters Score -3623026 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -3623064.500000 Penalty: 11868.182617
	Iteration 27Q: 3 clusters Score -3623064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3623087.750000 Penalty: 11868.182617
	Iteration 28Q: 3 clusters Score -3623088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3623129.750000 Penalty: 11868.182617
	Iteration 29Q: 3 clusters Score -3623130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3623158.000000 Penalty: 11868.182617
	Iteration 30Q: 3 clusters Score -3623158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3623187.250000 Penalty: 11868.182617
	Iteration 31Q: 3 clusters Score -3623187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3623203.500000 Penalty: 11868.182617
	Iteration 32Q: 3 clusters Score -3623204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3623215.500000 Penalty: 11868.182617
	Iteration 33Q: 3 clusters Score -3623216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3623231.500000 Penalty: 11868.182617
	Iteration 34Q: 3 clusters Score -3623232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3623247.250000 Penalty: 11868.182617
	Iteration 35Q: 3 clusters Score -3623247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3623266.000000 Penalty: 11868.182617
	Iteration 36Q: 3 clusters Score -3623266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3623280.250000 Penalty: 11868.182617
	Iteration 37Q: 3 clusters Score -3623280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3623291.500000 Penalty: 11868.182617
	Iteration 38Q: 3 clusters Score -3623292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3623304.500000 Penalty: 11868.182617
	Iteration 39Q: 3 clusters Score -3623304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3623313.250000 Penalty: 11868.182617
	Iteration 40F: 3 clusters Score -3623313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3623314.500000 Penalty: 11868.182617
	Iteration 41Q: 3 clusters Score -3623314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3623320.250000 Penalty: 11868.182617
	Iteration 42Q: 3 clusters Score -3623320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3623323.000000 Penalty: 11868.182617
	Iteration 43Q: 3 clusters Score -3623323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3623325.250000 Penalty: 11868.182617
	Iteration 44Q: 3 clusters Score -3623325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3623325.250000 Penalty: 11868.182617
	Iteration 45F: 3 clusters Score -3623325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Entering Unmasked Estep 
Score: -16328728.000000 Penalty: 6868.785645
	Iteration 0F: 2 clusters Score -1.632873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -16277449.000000 Penalty: 13737.571289
	Iteration 0F: 3 clusters Score -1.627745e+07 nChanged 33239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -16295729.000000 Penalty: 13737.571289
	Iteration 1F: 3 clusters Score -1.629573e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -16297195.000000 Penalty: 13737.571289
	Iteration 2Q: 3 clusters Score -1.62972e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -16298568.000000 Penalty: 13737.571289
	Iteration 3Q: 3 clusters Score -1.629857e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -16300235.000000 Penalty: 13737.571289
	Iteration 4Q: 3 clusters Score -1.630024e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -16302289.000000 Penalty: 13737.571289
	Iteration 5F: 3 clusters Score -1.630229e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -16304767.000000 Penalty: 13737.571289
	Iteration 6F: 3 clusters Score -1.630477e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -16307577.000000 Penalty: 13737.571289
	Iteration 7F: 3 clusters Score -1.630758e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -16310501.000000 Penalty: 13737.571289
	Iteration 8F: 3 clusters Score -1.63105e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -16313175.000000 Penalty: 13737.571289
	Iteration 9F: 3 clusters Score -1.631318e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -16315724.000000 Penalty: 13737.571289
	Iteration 10Q: 3 clusters Score -1.631572e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -16317899.000000 Penalty: 13737.571289
	Iteration 11Q: 3 clusters Score -1.63179e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -16319551.000000 Penalty: 13737.571289
	Iteration 12Q: 3 clusters Score -1.631955e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -16320743.000000 Penalty: 13737.571289
	Iteration 13Q: 3 clusters Score -1.632074e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -16321664.000000 Penalty: 13737.571289
	Iteration 14Q: 3 clusters Score -1.632166e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -16322300.000000 Penalty: 13737.571289
	Iteration 15Q: 3 clusters Score -1.63223e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -16322790.000000 Penalty: 13737.571289
	Iteration 16Q: 3 clusters Score -1.632279e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -16323107.000000 Penalty: 13737.571289
	Iteration 17Q: 3 clusters Score -1.632311e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -16323404.000000 Penalty: 13737.571289
	Iteration 18Q: 3 clusters Score -1.63234e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 70012 members 
Entering Unmasked Estep 
Score: -16323571.000000 Penalty: 13737.571289
	Iteration 19Q: 3 clusters Score -1.632357e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -16323709.000000 Penalty: 13737.571289
	Iteration 20F: 3 clusters Score -1.632371e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -16323846.000000 Penalty: 13737.571289
	Iteration 21Q: 3 clusters Score -1.632385e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -16323904.000000 Penalty: 13737.571289
	Iteration 22Q: 3 clusters Score -1.63239e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -16323983.000000 Penalty: 13737.571289
	Iteration 23Q: 3 clusters Score -1.632398e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -16324064.000000 Penalty: 13737.571289
	Iteration 24Q: 3 clusters Score -1.632406e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -16324083.000000 Penalty: 13737.571289
	Iteration 25Q: 3 clusters Score -1.632408e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -16324120.000000 Penalty: 13737.571289
	Iteration 26Q: 3 clusters Score -1.632412e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -16324148.000000 Penalty: 13737.571289
	Iteration 27Q: 3 clusters Score -1.632415e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -16324187.000000 Penalty: 13737.571289
	Iteration 28Q: 3 clusters Score -1.632419e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -16324194.000000 Penalty: 13737.571289
	Iteration 29Q: 3 clusters Score -1.632419e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -16324197.000000 Penalty: 13737.571289
	Iteration 30Q: 3 clusters Score -1.63242e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -16324200.000000 Penalty: 13737.571289
	Iteration 31Q: 3 clusters Score -1.63242e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -16324216.000000 Penalty: 13737.571289
	Iteration 32Q: 3 clusters Score -1.632422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -16324209.000000 Penalty: 13737.571289
	Iteration 33Q: 3 clusters Score -1.632421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -16324229.000000 Penalty: 13737.571289
	Iteration 34Q: 3 clusters Score -1.632423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
Score: -16324226.000000 Penalty: 13737.571289
	Iteration 35Q: 3 clusters Score -1.632423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -16324228.000000 Penalty: 13737.571289
	Iteration 36Q: 3 clusters Score -1.632423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -16324248.000000 Penalty: 13737.571289
	Iteration 37Q: 3 clusters Score -1.632425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -16324229.000000 Penalty: 13737.571289
	Iteration 38Q: 3 clusters Score -1.632423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -16324233.000000 Penalty: 13737.571289
	Iteration 39Q: 3 clusters Score -1.632423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 71261 members 
Entering Unmasked Estep 
Score: -16324260.000000 Penalty: 13737.571289
	Iteration 40F: 3 clusters Score -1.632426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -16324269.000000 Penalty: 13737.571289
	Iteration 41Q: 3 clusters Score -1.632427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -16324262.000000 Penalty: 13737.571289
	Iteration 42Q: 3 clusters Score -1.632426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -16324257.000000 Penalty: 13737.571289
	Iteration 43Q: 3 clusters Score -1.632426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -16324258.000000 Penalty: 13737.571289
	Iteration 44Q: 3 clusters Score -1.632426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -16324286.000000 Penalty: 13737.571289
	Iteration 45Q: 3 clusters Score -1.632429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -16324271.000000 Penalty: 13737.571289
	Iteration 46Q: 3 clusters Score -1.632427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -16324312.000000 Penalty: 13737.571289
	Iteration 47Q: 3 clusters Score -1.632431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -16324305.000000 Penalty: 13737.571289
	Iteration 48Q: 3 clusters Score -1.63243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -16324308.000000 Penalty: 13737.571289
	Iteration 49Q: 3 clusters Score -1.632431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -16324321.000000 Penalty: 13737.571289
	Iteration 50Q: 3 clusters Score -1.632432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -16324331.000000 Penalty: 13737.571289
	Iteration 51Q: 3 clusters Score -1.632433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -16324337.000000 Penalty: 13737.571289
	Iteration 52Q: 3 clusters Score -1.632434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -16324334.000000 Penalty: 13737.571289
	Iteration 53Q: 3 clusters Score -1.632433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -16324333.000000 Penalty: 13737.571289
	Iteration 54Q: 3 clusters Score -1.632433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -16324335.000000 Penalty: 13737.571289
	Iteration 55Q: 3 clusters Score -1.632434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -16324344.000000 Penalty: 13737.571289
	Iteration 56Q: 3 clusters Score -1.632434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -16324340.000000 Penalty: 13737.571289
	Iteration 57Q: 3 clusters Score -1.632434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -16324350.000000 Penalty: 13737.571289
	Iteration 58Q: 3 clusters Score -1.632435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -16324347.000000 Penalty: 13737.571289
	Iteration 59Q: 3 clusters Score -1.632435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -16324352.000000 Penalty: 13737.571289
	Iteration 60F: 3 clusters Score -1.632435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -16324360.000000 Penalty: 13737.571289
	Iteration 61Q: 3 clusters Score -1.632436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -16324349.000000 Penalty: 13737.571289
	Iteration 62Q: 3 clusters Score -1.632435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -16324357.000000 Penalty: 13737.571289
	Iteration 63Q: 3 clusters Score -1.632436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -16324354.000000 Penalty: 13737.571289
	Iteration 64Q: 3 clusters Score -1.632435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -16324354.000000 Penalty: 13737.571289
	Iteration 65Q: 3 clusters Score -1.632435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -16324354.000000 Penalty: 13737.571289
	Iteration 66F: 3 clusters Score -1.632435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Entering Unmasked Estep 
Score: -12683199.000000 Penalty: 6721.779785
	Iteration 0F: 2 clusters Score -1.26832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -12642026.000000 Penalty: 13443.559570
	Iteration 0F: 3 clusters Score -1.264203e+07 nChanged 25966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -12656977.000000 Penalty: 13443.559570
	Iteration 1F: 3 clusters Score -1.265698e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -12659415.000000 Penalty: 13443.559570
	Iteration 2F: 3 clusters Score -1.265942e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -12662485.000000 Penalty: 13443.559570
	Iteration 3F: 3 clusters Score -1.266248e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -12666230.000000 Penalty: 13443.559570
	Iteration 4F: 3 clusters Score -1.266623e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -12669790.000000 Penalty: 13443.559570
	Iteration 5F: 3 clusters Score -1.266979e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -12672940.000000 Penalty: 13443.559570
	Iteration 6F: 3 clusters Score -1.267294e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -12675232.000000 Penalty: 13443.559570
	Iteration 7F: 3 clusters Score -1.267523e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -12676659.000000 Penalty: 13443.559570
	Iteration 8Q: 3 clusters Score -1.267666e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -12677595.000000 Penalty: 13443.559570
	Iteration 9Q: 3 clusters Score -1.26776e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -12678195.000000 Penalty: 13443.559570
	Iteration 10Q: 3 clusters Score -1.26782e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -12678623.000000 Penalty: 13443.559570
	Iteration 11Q: 3 clusters Score -1.267862e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -12678884.000000 Penalty: 13443.559570
	Iteration 12Q: 3 clusters Score -1.267888e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -12679222.000000 Penalty: 13443.559570
	Iteration 13Q: 3 clusters Score -1.267922e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -12679560.000000 Penalty: 13443.559570
	Iteration 14Q: 3 clusters Score -1.267956e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -12679863.000000 Penalty: 13443.559570
	Iteration 15Q: 3 clusters Score -1.267986e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -12680141.000000 Penalty: 13443.559570
	Iteration 16Q: 3 clusters Score -1.268014e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -12680401.000000 Penalty: 13443.559570
	Iteration 17Q: 3 clusters Score -1.26804e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -12680619.000000 Penalty: 13443.559570
	Iteration 18Q: 3 clusters Score -1.268062e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -12680892.000000 Penalty: 13443.559570
	Iteration 19Q: 3 clusters Score -1.268089e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -12681217.000000 Penalty: 13443.559570
	Iteration 20F: 3 clusters Score -1.268122e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -12681450.000000 Penalty: 13443.559570
	Iteration 21Q: 3 clusters Score -1.268145e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -12681559.000000 Penalty: 13443.559570
	Iteration 22Q: 3 clusters Score -1.268156e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -12681657.000000 Penalty: 13443.559570
	Iteration 23Q: 3 clusters Score -1.268166e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -12681743.000000 Penalty: 13443.559570
	Iteration 24Q: 3 clusters Score -1.268174e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -12681798.000000 Penalty: 13443.559570
	Iteration 25Q: 3 clusters Score -1.26818e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -12681797.000000 Penalty: 13443.559570
	Iteration 26Q: 3 clusters Score -1.26818e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -12681866.000000 Penalty: 13443.559570
	Iteration 27Q: 3 clusters Score -1.268187e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -12681916.000000 Penalty: 13443.559570
	Iteration 28Q: 3 clusters Score -1.268192e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -12681927.000000 Penalty: 13443.559570
	Iteration 29Q: 3 clusters Score -1.268193e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -12681974.000000 Penalty: 13443.559570
	Iteration 30Q: 3 clusters Score -1.268197e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -12682008.000000 Penalty: 13443.559570
	Iteration 31Q: 3 clusters Score -1.268201e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -12682064.000000 Penalty: 13443.559570
	Iteration 32Q: 3 clusters Score -1.268206e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -12682083.000000 Penalty: 13443.559570
	Iteration 33Q: 3 clusters Score -1.268208e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -12682120.000000 Penalty: 13443.559570
	Iteration 34Q: 3 clusters Score -1.268212e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -12682142.000000 Penalty: 13443.559570
	Iteration 35Q: 3 clusters Score -1.268214e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -12682128.000000 Penalty: 13443.559570
	Iteration 36Q: 3 clusters Score -1.268213e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -12682155.000000 Penalty: 13443.559570
	Iteration 37Q: 3 clusters Score -1.268216e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -12682154.000000 Penalty: 13443.559570
	Iteration 38Q: 3 clusters Score -1.268215e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -12682207.000000 Penalty: 13443.559570
	Iteration 39Q: 3 clusters Score -1.268221e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -12682224.000000 Penalty: 13443.559570
	Iteration 40F: 3 clusters Score -1.268222e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -12682226.000000 Penalty: 13443.559570
	Iteration 41Q: 3 clusters Score -1.268223e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -12682243.000000 Penalty: 13443.559570
	Iteration 42Q: 3 clusters Score -1.268224e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -12682260.000000 Penalty: 13443.559570
	Iteration 43Q: 3 clusters Score -1.268226e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -12682280.000000 Penalty: 13443.559570
	Iteration 44Q: 3 clusters Score -1.268228e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -12682277.000000 Penalty: 13443.559570
	Iteration 45Q: 3 clusters Score -1.268228e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -12682307.000000 Penalty: 13443.559570
	Iteration 46Q: 3 clusters Score -1.268231e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -12682308.000000 Penalty: 13443.559570
	Iteration 47Q: 3 clusters Score -1.268231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -12682312.000000 Penalty: 13443.559570
	Iteration 48Q: 3 clusters Score -1.268231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -12682305.000000 Penalty: 13443.559570
	Iteration 49Q: 3 clusters Score -1.26823e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -12682345.000000 Penalty: 13443.559570
	Iteration 50Q: 3 clusters Score -1.268234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -12682342.000000 Penalty: 13443.559570
	Iteration 51Q: 3 clusters Score -1.268234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -12682346.000000 Penalty: 13443.559570
	Iteration 52Q: 3 clusters Score -1.268235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -12682346.000000 Penalty: 13443.559570
	Iteration 53Q: 3 clusters Score -1.268235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -12682349.000000 Penalty: 13443.559570
	Iteration 54Q: 3 clusters Score -1.268235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -12682350.000000 Penalty: 13443.559570
	Iteration 55Q: 3 clusters Score -1.268235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -12682353.000000 Penalty: 13443.559570
	Iteration 56Q: 3 clusters Score -1.268235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -12682355.000000 Penalty: 13443.559570
	Iteration 57Q: 3 clusters Score -1.268236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -12682344.000000 Penalty: 13443.559570
	Iteration 58Q: 3 clusters Score -1.268234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -12682343.000000 Penalty: 13443.559570
	Iteration 59Q: 3 clusters Score -1.268234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -12682347.000000 Penalty: 13443.559570
	Iteration 60F: 3 clusters Score -1.268235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -12682348.000000 Penalty: 13443.559570
	Iteration 61Q: 3 clusters Score -1.268235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -12682359.000000 Penalty: 13443.559570
	Iteration 62Q: 3 clusters Score -1.268236e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -12682371.000000 Penalty: 13443.559570
	Iteration 63Q: 3 clusters Score -1.268237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -12682384.000000 Penalty: 13443.559570
	Iteration 64Q: 3 clusters Score -1.268238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -12682389.000000 Penalty: 13443.559570
	Iteration 65Q: 3 clusters Score -1.268239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -12682383.000000 Penalty: 13443.559570
	Iteration 66Q: 3 clusters Score -1.268238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -12682373.000000 Penalty: 13443.559570
	Iteration 67Q: 3 clusters Score -1.268237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -12682362.000000 Penalty: 13443.559570
	Iteration 68Q: 3 clusters Score -1.268236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -12682340.000000 Penalty: 13443.559570
	Iteration 69Q: 3 clusters Score -1.268234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -12682346.000000 Penalty: 13443.559570
	Iteration 70Q: 3 clusters Score -1.268235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -12682341.000000 Penalty: 13443.559570
	Iteration 71Q: 3 clusters Score -1.268234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -12682338.000000 Penalty: 13443.559570
	Iteration 72Q: 3 clusters Score -1.268234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -12682346.000000 Penalty: 13443.559570
	Iteration 73Q: 3 clusters Score -1.268235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -12682354.000000 Penalty: 13443.559570
	Iteration 74Q: 3 clusters Score -1.268235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -12682340.000000 Penalty: 13443.559570
	Iteration 75Q: 3 clusters Score -1.268234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -12682340.000000 Penalty: 13443.559570
	Iteration 76Q: 3 clusters Score -1.268234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -12682350.000000 Penalty: 13443.559570
	Iteration 77Q: 3 clusters Score -1.268235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -12682346.000000 Penalty: 13443.559570
	Iteration 78Q: 3 clusters Score -1.268235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -12682336.000000 Penalty: 13443.559570
	Iteration 79Q: 3 clusters Score -1.268234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -12682336.000000 Penalty: 13443.559570
	Iteration 80F: 3 clusters Score -1.268234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Entering Unmasked Estep 
Score: -4656536.000000 Penalty: 6093.139648
	Iteration 0F: 2 clusters Score -4656536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4639476.500000 Penalty: 12186.279297
	Iteration 0F: 3 clusters Score -4639476 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4644115.500000 Penalty: 12186.279297
	Iteration 1F: 3 clusters Score -4644116 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4645052.500000 Penalty: 12186.279297
	Iteration 2F: 3 clusters Score -4645052 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -4645987.000000 Penalty: 12186.279297
	Iteration 3F: 3 clusters Score -4645987 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -4647017.000000 Penalty: 12186.279297
	Iteration 4F: 3 clusters Score -4647017 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -4648230.500000 Penalty: 12186.279297
	Iteration 5F: 3 clusters Score -4648230 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -4649546.500000 Penalty: 12186.279297
	Iteration 6F: 3 clusters Score -4649546 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -4650661.500000 Penalty: 12186.279297
	Iteration 7F: 3 clusters Score -4650662 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -4651502.000000 Penalty: 12186.279297
	Iteration 8F: 3 clusters Score -4651502 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -4652081.000000 Penalty: 12186.279297
	Iteration 9Q: 3 clusters Score -4652081 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -4652456.500000 Penalty: 12186.279297
	Iteration 10Q: 3 clusters Score -4652456 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -4652697.500000 Penalty: 12186.279297
	Iteration 11Q: 3 clusters Score -4652698 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -4652860.500000 Penalty: 12186.279297
	Iteration 12Q: 3 clusters Score -4652860 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -4652984.500000 Penalty: 12186.279297
	Iteration 13Q: 3 clusters Score -4652984 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -4653075.500000 Penalty: 12186.279297
	Iteration 14Q: 3 clusters Score -4653076 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -4653148.000000 Penalty: 12186.279297
	Iteration 15Q: 3 clusters Score -4653148 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4653189.000000 Penalty: 12186.279297
	Iteration 16Q: 3 clusters Score -4653189 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4653240.500000 Penalty: 12186.279297
	Iteration 17Q: 3 clusters Score -4653240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -4653266.000000 Penalty: 12186.279297
	Iteration 18Q: 3 clusters Score -4653266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -4653283.500000 Penalty: 12186.279297
	Iteration 19Q: 3 clusters Score -4653284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -4653305.500000 Penalty: 12186.279297
	Iteration 20F: 3 clusters Score -4653306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4653324.000000 Penalty: 12186.279297
	Iteration 21Q: 3 clusters Score -4653324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -4653341.500000 Penalty: 12186.279297
	Iteration 22Q: 3 clusters Score -4653342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -4653374.500000 Penalty: 12186.279297
	Iteration 23Q: 3 clusters Score -4653374 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -4653380.000000 Penalty: 12186.279297
	Iteration 24Q: 3 clusters Score -4653380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -4653394.000000 Penalty: 12186.279297
	Iteration 25Q: 3 clusters Score -4653394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4653407.000000 Penalty: 12186.279297
	Iteration 26Q: 3 clusters Score -4653407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -4653423.000000 Penalty: 12186.279297
	Iteration 27Q: 3 clusters Score -4653423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -4653452.000000 Penalty: 12186.279297
	Iteration 28Q: 3 clusters Score -4653452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -4653467.500000 Penalty: 12186.279297
	Iteration 29Q: 3 clusters Score -4653468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -4653499.500000 Penalty: 12186.279297
	Iteration 30Q: 3 clusters Score -4653500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -4653512.500000 Penalty: 12186.279297
	Iteration 31Q: 3 clusters Score -4653512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4653546.000000 Penalty: 12186.279297
	Iteration 32Q: 3 clusters Score -4653546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4653548.500000 Penalty: 12186.279297
	Iteration 33Q: 3 clusters Score -4653548 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -4653577.000000 Penalty: 12186.279297
	Iteration 34Q: 3 clusters Score -4653577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -4653601.000000 Penalty: 12186.279297
	Iteration 35Q: 3 clusters Score -4653601 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -4653629.500000 Penalty: 12186.279297
	Iteration 36Q: 3 clusters Score -4653630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4653659.500000 Penalty: 12186.279297
	Iteration 37Q: 3 clusters Score -4653660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4653660.000000 Penalty: 12186.279297
	Iteration 38Q: 3 clusters Score -4653660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -4653694.500000 Penalty: 12186.279297
	Iteration 39Q: 3 clusters Score -4653694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -4653709.500000 Penalty: 12186.279297
	Iteration 40F: 3 clusters Score -4653710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -4653722.500000 Penalty: 12186.279297
	Iteration 41Q: 3 clusters Score -4653722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -4653747.000000 Penalty: 12186.279297
	Iteration 42Q: 3 clusters Score -4653747 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -4653783.000000 Penalty: 12186.279297
	Iteration 43Q: 3 clusters Score -4653783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -4653811.500000 Penalty: 12186.279297
	Iteration 44Q: 3 clusters Score -4653812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4653875.000000 Penalty: 12186.279297
	Iteration 45Q: 3 clusters Score -4653875 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -4653896.000000 Penalty: 12186.279297
	Iteration 46Q: 3 clusters Score -4653896 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4653942.000000 Penalty: 12186.279297
	Iteration 47Q: 3 clusters Score -4653942 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -4654004.500000 Penalty: 12186.279297
	Iteration 48Q: 3 clusters Score -4654004 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -4654056.000000 Penalty: 12186.279297
	Iteration 49Q: 3 clusters Score -4654056 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -4654112.000000 Penalty: 12186.279297
	Iteration 50Q: 3 clusters Score -4654112 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -4654204.000000 Penalty: 12186.279297
	Iteration 51Q: 3 clusters Score -4654204 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4654295.000000 Penalty: 12186.279297
	Iteration 52Q: 3 clusters Score -4654295 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -4654434.500000 Penalty: 12186.279297
	Iteration 53Q: 3 clusters Score -4654434 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -4654661.500000 Penalty: 12186.279297
	Iteration 54Q: 3 clusters Score -4654662 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4655006.000000 Penalty: 12186.279297
	Iteration 55Q: 3 clusters Score -4655006 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4655362.000000 Penalty: 12186.279297
	Iteration 56Q: 3 clusters Score -4655362 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4655605.000000 Penalty: 12186.279297
	Iteration 57Q: 3 clusters Score -4655605 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4655821.000000 Penalty: 12186.279297
	Iteration 58Q: 3 clusters Score -4655821 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4655915.500000 Penalty: 12186.279297
	Iteration 59Q: 3 clusters Score -4655916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -4655963.500000 Penalty: 12186.279297
	Iteration 60F: 3 clusters Score -4655964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4655994.000000 Penalty: 12186.279297
	Iteration 61Q: 3 clusters Score -4655994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4656013.500000 Penalty: 12186.279297
	Iteration 62Q: 3 clusters Score -4656014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -4656026.500000 Penalty: 12186.279297
	Iteration 63Q: 3 clusters Score -4656026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4656043.000000 Penalty: 12186.279297
	Iteration 64Q: 3 clusters Score -4656043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4656052.000000 Penalty: 12186.279297
	Iteration 65Q: 3 clusters Score -4656052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4656068.000000 Penalty: 12186.279297
	Iteration 66Q: 3 clusters Score -4656068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -4656066.500000 Penalty: 12186.279297
	Iteration 67Q: 3 clusters Score -4656066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4656074.500000 Penalty: 12186.279297
	Iteration 68Q: 3 clusters Score -4656074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -4656063.500000 Penalty: 12186.279297
	Iteration 69Q: 3 clusters Score -4656064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4656070.000000 Penalty: 12186.279297
	Iteration 70Q: 3 clusters Score -4656070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4656084.000000 Penalty: 12186.279297
	Iteration 71Q: 3 clusters Score -4656084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4656084.000000 Penalty: 12186.279297
	Iteration 72Q: 3 clusters Score -4656084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -4656084.500000 Penalty: 12186.279297
	Iteration 73Q: 3 clusters Score -4656084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4656081.000000 Penalty: 12186.279297
	Iteration 74Q: 3 clusters Score -4656081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4656081.500000 Penalty: 12186.279297
	Iteration 75Q: 3 clusters Score -4656082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4656081.500000 Penalty: 12186.279297
	Iteration 76F: 3 clusters Score -4656082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (86549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Entering Unmasked Estep 
Score: -19749942.000000 Penalty: 6963.185547
	Iteration 0F: 2 clusters Score -1.974994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -19690382.000000 Penalty: 13926.371094
	Iteration 0F: 3 clusters Score -1.969038e+07 nChanged 39353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -19712020.000000 Penalty: 13926.371094
	Iteration 1F: 3 clusters Score -1.971202e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -19713282.000000 Penalty: 13926.371094
	Iteration 2Q: 3 clusters Score -1.971328e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -19714472.000000 Penalty: 13926.371094
	Iteration 3Q: 3 clusters Score -1.971447e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -19715950.000000 Penalty: 13926.371094
	Iteration 4Q: 3 clusters Score -1.971595e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -19718124.000000 Penalty: 13926.371094
	Iteration 5Q: 3 clusters Score -1.971812e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -19720866.000000 Penalty: 13926.371094
	Iteration 6F: 3 clusters Score -1.972087e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -19724308.000000 Penalty: 13926.371094
	Iteration 7F: 3 clusters Score -1.972431e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -19727964.000000 Penalty: 13926.371094
	Iteration 8F: 3 clusters Score -1.972796e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -19731278.000000 Penalty: 13926.371094
	Iteration 9F: 3 clusters Score -1.973128e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -19733736.000000 Penalty: 13926.371094
	Iteration 10Q: 3 clusters Score -1.973374e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -19735562.000000 Penalty: 13926.371094
	Iteration 11Q: 3 clusters Score -1.973556e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -19737178.000000 Penalty: 13926.371094
	Iteration 12Q: 3 clusters Score -1.973718e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -19738650.000000 Penalty: 13926.371094
	Iteration 13Q: 3 clusters Score -1.973865e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -19739968.000000 Penalty: 13926.371094
	Iteration 14Q: 3 clusters Score -1.973997e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -19740944.000000 Penalty: 13926.371094
	Iteration 15Q: 3 clusters Score -1.974094e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -19741800.000000 Penalty: 13926.371094
	Iteration 16Q: 3 clusters Score -1.97418e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83138 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -19742468.000000 Penalty: 13926.371094
	Iteration 17Q: 3 clusters Score -1.974247e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -19742858.000000 Penalty: 13926.371094
	Iteration 18Q: 3 clusters Score -1.974286e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -19743238.000000 Penalty: 13926.371094
	Iteration 19Q: 3 clusters Score -1.974324e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -19743454.000000 Penalty: 13926.371094
	Iteration 20F: 3 clusters Score -1.974345e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -19743648.000000 Penalty: 13926.371094
	Iteration 21Q: 3 clusters Score -1.974365e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -19743750.000000 Penalty: 13926.371094
	Iteration 22Q: 3 clusters Score -1.974375e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -19743852.000000 Penalty: 13926.371094
	Iteration 23Q: 3 clusters Score -1.974385e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -19743944.000000 Penalty: 13926.371094
	Iteration 24Q: 3 clusters Score -1.974394e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19743938.000000 Penalty: 13926.371094
	Iteration 25Q: 3 clusters Score -1.974394e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85082 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -19744014.000000 Penalty: 13926.371094
	Iteration 26Q: 3 clusters Score -1.974401e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -19744042.000000 Penalty: 13926.371094
	Iteration 27Q: 3 clusters Score -1.974404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19744070.000000 Penalty: 13926.371094
	Iteration 28Q: 3 clusters Score -1.974407e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -19744080.000000 Penalty: 13926.371094
	Iteration 29Q: 3 clusters Score -1.974408e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -19744100.000000 Penalty: 13926.371094
	Iteration 30Q: 3 clusters Score -1.97441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85198 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -19744120.000000 Penalty: 13926.371094
	Iteration 31Q: 3 clusters Score -1.974412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -19744120.000000 Penalty: 13926.371094
	Iteration 32Q: 3 clusters Score -1.974412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19744146.000000 Penalty: 13926.371094
	Iteration 33Q: 3 clusters Score -1.974415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -19744160.000000 Penalty: 13926.371094
	Iteration 34Q: 3 clusters Score -1.974416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -19744194.000000 Penalty: 13926.371094
	Iteration 35Q: 3 clusters Score -1.974419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -19744182.000000 Penalty: 13926.371094
	Iteration 36Q: 3 clusters Score -1.974418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -19744174.000000 Penalty: 13926.371094
	Iteration 37Q: 3 clusters Score -1.974417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19744190.000000 Penalty: 13926.371094
	Iteration 38Q: 3 clusters Score -1.974419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -19744202.000000 Penalty: 13926.371094
	Iteration 39Q: 3 clusters Score -1.97442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -19744208.000000 Penalty: 13926.371094
	Iteration 40F: 3 clusters Score -1.974421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19744214.000000 Penalty: 13926.371094
	Iteration 41Q: 3 clusters Score -1.974421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19744204.000000 Penalty: 13926.371094
	Iteration 42Q: 3 clusters Score -1.97442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -19744210.000000 Penalty: 13926.371094
	Iteration 43Q: 3 clusters Score -1.974421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19744204.000000 Penalty: 13926.371094
	Iteration 44Q: 3 clusters Score -1.97442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19744204.000000 Penalty: 13926.371094
	Iteration 45F: 3 clusters Score -1.97442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Entering Unmasked Estep 
Score: -10146969.000000 Penalty: 6551.995605
	Iteration 0F: 2 clusters Score -1.014697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -10114836.000000 Penalty: 13103.991211
	Iteration 0F: 3 clusters Score -1.011484e+07 nChanged 19273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -10124997.000000 Penalty: 13103.991211
	Iteration 1F: 3 clusters Score -1.0125e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -10125810.000000 Penalty: 13103.991211
	Iteration 2F: 3 clusters Score -1.012581e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -10126507.000000 Penalty: 13103.991211
	Iteration 3Q: 3 clusters Score -1.012651e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -10127045.000000 Penalty: 13103.991211
	Iteration 4Q: 3 clusters Score -1.012704e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -10127630.000000 Penalty: 13103.991211
	Iteration 5Q: 3 clusters Score -1.012763e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -10128100.000000 Penalty: 13103.991211
	Iteration 6Q: 3 clusters Score -1.01281e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -10128621.000000 Penalty: 13103.991211
	Iteration 7Q: 3 clusters Score -1.012862e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -10129091.000000 Penalty: 13103.991211
	Iteration 8Q: 3 clusters Score -1.012909e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -10129696.000000 Penalty: 13103.991211
	Iteration 9Q: 3 clusters Score -1.01297e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -10130407.000000 Penalty: 13103.991211
	Iteration 10Q: 3 clusters Score -1.013041e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -10131170.000000 Penalty: 13103.991211
	Iteration 11Q: 3 clusters Score -1.013117e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -10131934.000000 Penalty: 13103.991211
	Iteration 12Q: 3 clusters Score -1.013193e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -10132910.000000 Penalty: 13103.991211
	Iteration 13Q: 3 clusters Score -1.013291e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -10133935.000000 Penalty: 13103.991211
	Iteration 14Q: 3 clusters Score -1.013394e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -10134904.000000 Penalty: 13103.991211
	Iteration 15Q: 3 clusters Score -1.01349e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -10135924.000000 Penalty: 13103.991211
	Iteration 16Q: 3 clusters Score -1.013592e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -10136763.000000 Penalty: 13103.991211
	Iteration 17Q: 3 clusters Score -1.013676e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -10137473.000000 Penalty: 13103.991211
	Iteration 18Q: 3 clusters Score -1.013747e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -10137961.000000 Penalty: 13103.991211
	Iteration 19Q: 3 clusters Score -1.013796e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -10138323.000000 Penalty: 13103.991211
	Iteration 20F: 3 clusters Score -1.013832e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -10138613.000000 Penalty: 13103.991211
	Iteration 21Q: 3 clusters Score -1.013861e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -10138866.000000 Penalty: 13103.991211
	Iteration 22Q: 3 clusters Score -1.013887e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -10139004.000000 Penalty: 13103.991211
	Iteration 23Q: 3 clusters Score -1.0139e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -10139111.000000 Penalty: 13103.991211
	Iteration 24Q: 3 clusters Score -1.013911e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -10139217.000000 Penalty: 13103.991211
	Iteration 25Q: 3 clusters Score -1.013922e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -10139278.000000 Penalty: 13103.991211
	Iteration 26Q: 3 clusters Score -1.013928e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -10139342.000000 Penalty: 13103.991211
	Iteration 27Q: 3 clusters Score -1.013934e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -10139430.000000 Penalty: 13103.991211
	Iteration 28Q: 3 clusters Score -1.013943e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -10139489.000000 Penalty: 13103.991211
	Iteration 29Q: 3 clusters Score -1.013949e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -10139524.000000 Penalty: 13103.991211
	Iteration 30Q: 3 clusters Score -1.013952e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -10139559.000000 Penalty: 13103.991211
	Iteration 31Q: 3 clusters Score -1.013956e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -10139557.000000 Penalty: 13103.991211
	Iteration 32Q: 3 clusters Score -1.013956e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -10139577.000000 Penalty: 13103.991211
	Iteration 33Q: 3 clusters Score -1.013958e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -10139611.000000 Penalty: 13103.991211
	Iteration 34Q: 3 clusters Score -1.013961e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -10139635.000000 Penalty: 13103.991211
	Iteration 35Q: 3 clusters Score -1.013964e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -10139637.000000 Penalty: 13103.991211
	Iteration 36Q: 3 clusters Score -1.013964e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -10139661.000000 Penalty: 13103.991211
	Iteration 37Q: 3 clusters Score -1.013966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -10139667.000000 Penalty: 13103.991211
	Iteration 38Q: 3 clusters Score -1.013967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -10139685.000000 Penalty: 13103.991211
	Iteration 39Q: 3 clusters Score -1.013968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -10139664.000000 Penalty: 13103.991211
	Iteration 40F: 3 clusters Score -1.013966e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -10139669.000000 Penalty: 13103.991211
	Iteration 41Q: 3 clusters Score -1.013967e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -10139666.000000 Penalty: 13103.991211
	Iteration 42Q: 3 clusters Score -1.013967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -10139652.000000 Penalty: 13103.991211
	Iteration 43Q: 3 clusters Score -1.013965e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -10139675.000000 Penalty: 13103.991211
	Iteration 44Q: 3 clusters Score -1.013968e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -10139685.000000 Penalty: 13103.991211
	Iteration 45Q: 3 clusters Score -1.013968e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -10139681.000000 Penalty: 13103.991211
	Iteration 46Q: 3 clusters Score -1.013968e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -10139695.000000 Penalty: 13103.991211
	Iteration 47Q: 3 clusters Score -1.01397e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -10139673.000000 Penalty: 13103.991211
	Iteration 48Q: 3 clusters Score -1.013967e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -10139677.000000 Penalty: 13103.991211
	Iteration 49Q: 3 clusters Score -1.013968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -10139663.000000 Penalty: 13103.991211
	Iteration 50Q: 3 clusters Score -1.013966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -10139684.000000 Penalty: 13103.991211
	Iteration 51Q: 3 clusters Score -1.013968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -10139700.000000 Penalty: 13103.991211
	Iteration 52Q: 3 clusters Score -1.01397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -10139695.000000 Penalty: 13103.991211
	Iteration 53Q: 3 clusters Score -1.01397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -10139687.000000 Penalty: 13103.991211
	Iteration 54Q: 3 clusters Score -1.013969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -10139679.000000 Penalty: 13103.991211
	Iteration 55Q: 3 clusters Score -1.013968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -10139699.000000 Penalty: 13103.991211
	Iteration 56Q: 3 clusters Score -1.01397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -10139702.000000 Penalty: 13103.991211
	Iteration 57Q: 3 clusters Score -1.01397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -10139708.000000 Penalty: 13103.991211
	Iteration 58Q: 3 clusters Score -1.013971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -10139706.000000 Penalty: 13103.991211
	Iteration 59Q: 3 clusters Score -1.013971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10139733.000000 Penalty: 13103.991211
	Iteration 60F: 3 clusters Score -1.013973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -10139741.000000 Penalty: 13103.991211
	Iteration 61Q: 3 clusters Score -1.013974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -10139749.000000 Penalty: 13103.991211
	Iteration 62Q: 3 clusters Score -1.013975e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -10139757.000000 Penalty: 13103.991211
	Iteration 63Q: 3 clusters Score -1.013976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -10139756.000000 Penalty: 13103.991211
	Iteration 64Q: 3 clusters Score -1.013976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -10139758.000000 Penalty: 13103.991211
	Iteration 65Q: 3 clusters Score -1.013976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -10139761.000000 Penalty: 13103.991211
	Iteration 66Q: 3 clusters Score -1.013976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -10139776.000000 Penalty: 13103.991211
	Iteration 67Q: 3 clusters Score -1.013978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -10139777.000000 Penalty: 13103.991211
	Iteration 68Q: 3 clusters Score -1.013978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -10139765.000000 Penalty: 13103.991211
	Iteration 69Q: 3 clusters Score -1.013976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -10139776.000000 Penalty: 13103.991211
	Iteration 70Q: 3 clusters Score -1.013978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -10139776.000000 Penalty: 13103.991211
	Iteration 71Q: 3 clusters Score -1.013978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -10139770.000000 Penalty: 13103.991211
	Iteration 72Q: 3 clusters Score -1.013977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -10139785.000000 Penalty: 13103.991211
	Iteration 73Q: 3 clusters Score -1.013978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -10139787.000000 Penalty: 13103.991211
	Iteration 74Q: 3 clusters Score -1.013979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -10139783.000000 Penalty: 13103.991211
	Iteration 75Q: 3 clusters Score -1.013978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -10139784.000000 Penalty: 13103.991211
	Iteration 76Q: 3 clusters Score -1.013978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -10139778.000000 Penalty: 13103.991211
	Iteration 77Q: 3 clusters Score -1.013978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -10139790.000000 Penalty: 13103.991211
	Iteration 78Q: 3 clusters Score -1.013979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -10139788.000000 Penalty: 13103.991211
	Iteration 79Q: 3 clusters Score -1.013979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -10139789.000000 Penalty: 13103.991211
	Iteration 80F: 3 clusters Score -1.013979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -10139791.000000 Penalty: 13103.991211
	Iteration 81Q: 3 clusters Score -1.013979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -10139791.000000 Penalty: 13103.991211
	Iteration 82F: 3 clusters Score -1.013979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Entering Unmasked Estep 
Score: -1356243.625000 Penalty: 5314.722656
	Iteration 0F: 2 clusters Score -1356244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1348597.500000 Penalty: 10629.445312
	Iteration 0F: 3 clusters Score -1348598 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1349905.625000 Penalty: 10629.445312
	Iteration 1F: 3 clusters Score -1349906 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1350184.625000 Penalty: 10629.445312
	Iteration 2F: 3 clusters Score -1350185 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1350342.625000 Penalty: 10629.445312
	Iteration 3Q: 3 clusters Score -1350343 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1350442.375000 Penalty: 10629.445312
	Iteration 4Q: 3 clusters Score -1350442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1350500.625000 Penalty: 10629.445312
	Iteration 5Q: 3 clusters Score -1350501 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1350546.625000 Penalty: 10629.445312
	Iteration 6Q: 3 clusters Score -1350547 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1350595.125000 Penalty: 10629.445312
	Iteration 7Q: 3 clusters Score -1350595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1350633.125000 Penalty: 10629.445312
	Iteration 8Q: 3 clusters Score -1350633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1350670.875000 Penalty: 10629.445312
	Iteration 9Q: 3 clusters Score -1350671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1350699.625000 Penalty: 10629.445312
	Iteration 10Q: 3 clusters Score -1350700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1350729.375000 Penalty: 10629.445312
	Iteration 11Q: 3 clusters Score -1350729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1350747.750000 Penalty: 10629.445312
	Iteration 12Q: 3 clusters Score -1350748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1350769.500000 Penalty: 10629.445312
	Iteration 13Q: 3 clusters Score -1350770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1350794.000000 Penalty: 10629.445312
	Iteration 14Q: 3 clusters Score -1350794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1350811.625000 Penalty: 10629.445312
	Iteration 15Q: 3 clusters Score -1350812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1350822.375000 Penalty: 10629.445312
	Iteration 16Q: 3 clusters Score -1350822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1350830.000000 Penalty: 10629.445312
	Iteration 17Q: 3 clusters Score -1350830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1350835.250000 Penalty: 10629.445312
	Iteration 18Q: 3 clusters Score -1350835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1350846.125000 Penalty: 10629.445312
	Iteration 19Q: 3 clusters Score -1350846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1350847.250000 Penalty: 10629.445312
	Iteration 20F: 3 clusters Score -1350847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1350851.875000 Penalty: 10629.445312
	Iteration 21Q: 3 clusters Score -1350852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1350858.500000 Penalty: 10629.445312
	Iteration 22Q: 3 clusters Score -1350858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1350861.500000 Penalty: 10629.445312
	Iteration 23Q: 3 clusters Score -1350862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1350864.125000 Penalty: 10629.445312
	Iteration 24Q: 3 clusters Score -1350864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1350864.125000 Penalty: 10629.445312
	Iteration 25F: 3 clusters Score -1350864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -298427.625000 Penalty: 4423.821777
	Iteration 0F: 2 clusters Score -298427.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -293994.562500 Penalty: 8847.643555
	Iteration 0F: 3 clusters Score -293994.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -294450.437500 Penalty: 8847.643555
	Iteration 1F: 3 clusters Score -294450.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -294592.000000 Penalty: 8847.643555
	Iteration 2Q: 3 clusters Score -294592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -294669.562500 Penalty: 8847.643555
	Iteration 3Q: 3 clusters Score -294669.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -294727.218750 Penalty: 8847.643555
	Iteration 4Q: 3 clusters Score -294727.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -294746.125000 Penalty: 8847.643555
	Iteration 5Q: 3 clusters Score -294746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -294761.343750 Penalty: 8847.643555
	Iteration 6Q: 3 clusters Score -294761.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -294769.500000 Penalty: 8847.643555
	Iteration 7Q: 3 clusters Score -294769.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -294779.093750 Penalty: 8847.643555
	Iteration 8Q: 3 clusters Score -294779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -294787.375000 Penalty: 8847.643555
	Iteration 9Q: 3 clusters Score -294787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -294788.687500 Penalty: 8847.643555
	Iteration 10Q: 3 clusters Score -294788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -294788.687500 Penalty: 8847.643555
	Iteration 11F: 3 clusters Score -294788.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Entering Unmasked Estep 
Score: -8938320.000000 Penalty: 6475.779297
	Iteration 0F: 2 clusters Score -8938320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -8909606.000000 Penalty: 12951.558594
	Iteration 0F: 3 clusters Score -8909606 nChanged 16939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -8918713.000000 Penalty: 12951.558594
	Iteration 1F: 3 clusters Score -8918713 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -8919685.000000 Penalty: 12951.558594
	Iteration 2F: 3 clusters Score -8919685 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -8920595.000000 Penalty: 12951.558594
	Iteration 3F: 3 clusters Score -8920595 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -8921444.000000 Penalty: 12951.558594
	Iteration 4Q: 3 clusters Score -8921444 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -8922203.000000 Penalty: 12951.558594
	Iteration 5Q: 3 clusters Score -8922203 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -8922966.000000 Penalty: 12951.558594
	Iteration 6Q: 3 clusters Score -8922966 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -8923628.000000 Penalty: 12951.558594
	Iteration 7Q: 3 clusters Score -8923628 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -8924257.000000 Penalty: 12951.558594
	Iteration 8Q: 3 clusters Score -8924257 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -8924898.000000 Penalty: 12951.558594
	Iteration 9Q: 3 clusters Score -8924898 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -8925559.000000 Penalty: 12951.558594
	Iteration 10Q: 3 clusters Score -8925559 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -8926142.000000 Penalty: 12951.558594
	Iteration 11Q: 3 clusters Score -8926142 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -8926709.000000 Penalty: 12951.558594
	Iteration 12Q: 3 clusters Score -8926709 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -8927298.000000 Penalty: 12951.558594
	Iteration 13Q: 3 clusters Score -8927298 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -8927746.000000 Penalty: 12951.558594
	Iteration 14Q: 3 clusters Score -8927746 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -8928092.000000 Penalty: 12951.558594
	Iteration 15Q: 3 clusters Score -8928092 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -8928406.000000 Penalty: 12951.558594
	Iteration 16Q: 3 clusters Score -8928406 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -8928602.000000 Penalty: 12951.558594
	Iteration 17Q: 3 clusters Score -8928602 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -8928797.000000 Penalty: 12951.558594
	Iteration 18Q: 3 clusters Score -8928797 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -8928938.000000 Penalty: 12951.558594
	Iteration 19Q: 3 clusters Score -8928938 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -8929085.000000 Penalty: 12951.558594
	Iteration 20F: 3 clusters Score -8929085 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -8929147.000000 Penalty: 12951.558594
	Iteration 21Q: 3 clusters Score -8929147 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -8929209.000000 Penalty: 12951.558594
	Iteration 22Q: 3 clusters Score -8929209 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -8929251.000000 Penalty: 12951.558594
	Iteration 23Q: 3 clusters Score -8929251 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -8929289.000000 Penalty: 12951.558594
	Iteration 24Q: 3 clusters Score -8929289 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -8929332.000000 Penalty: 12951.558594
	Iteration 25Q: 3 clusters Score -8929332 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -8929331.000000 Penalty: 12951.558594
	Iteration 26Q: 3 clusters Score -8929331 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -8929321.000000 Penalty: 12951.558594
	Iteration 27Q: 3 clusters Score -8929321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -8929330.000000 Penalty: 12951.558594
	Iteration 28Q: 3 clusters Score -8929330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -8929337.000000 Penalty: 12951.558594
	Iteration 29Q: 3 clusters Score -8929337 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -8929340.000000 Penalty: 12951.558594
	Iteration 30Q: 3 clusters Score -8929340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -8929346.000000 Penalty: 12951.558594
	Iteration 31Q: 3 clusters Score -8929346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -8929360.000000 Penalty: 12951.558594
	Iteration 32Q: 3 clusters Score -8929360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -8929354.000000 Penalty: 12951.558594
	Iteration 33Q: 3 clusters Score -8929354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -8929387.000000 Penalty: 12951.558594
	Iteration 34Q: 3 clusters Score -8929387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -8929387.000000 Penalty: 12951.558594
	Iteration 35Q: 3 clusters Score -8929387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -8929394.000000 Penalty: 12951.558594
	Iteration 36Q: 3 clusters Score -8929394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -8929403.000000 Penalty: 12951.558594
	Iteration 37Q: 3 clusters Score -8929403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -8929413.000000 Penalty: 12951.558594
	Iteration 38Q: 3 clusters Score -8929413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -8929412.000000 Penalty: 12951.558594
	Iteration 39Q: 3 clusters Score -8929412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -8929418.000000 Penalty: 12951.558594
	Iteration 40F: 3 clusters Score -8929418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -8929429.000000 Penalty: 12951.558594
	Iteration 41Q: 3 clusters Score -8929429 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -8929432.000000 Penalty: 12951.558594
	Iteration 42Q: 3 clusters Score -8929432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -8929422.000000 Penalty: 12951.558594
	Iteration 43Q: 3 clusters Score -8929422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -8929424.000000 Penalty: 12951.558594
	Iteration 44Q: 3 clusters Score -8929424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -8929434.000000 Penalty: 12951.558594
	Iteration 45Q: 3 clusters Score -8929434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -8929437.000000 Penalty: 12951.558594
	Iteration 46Q: 3 clusters Score -8929437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -8929449.000000 Penalty: 12951.558594
	Iteration 47Q: 3 clusters Score -8929449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -8929448.000000 Penalty: 12951.558594
	Iteration 48Q: 3 clusters Score -8929448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -8929444.000000 Penalty: 12951.558594
	Iteration 49Q: 3 clusters Score -8929444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -8929452.000000 Penalty: 12951.558594
	Iteration 50Q: 3 clusters Score -8929452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -8929459.000000 Penalty: 12951.558594
	Iteration 51Q: 3 clusters Score -8929459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -8929461.000000 Penalty: 12951.558594
	Iteration 52Q: 3 clusters Score -8929461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -8929453.000000 Penalty: 12951.558594
	Iteration 53Q: 3 clusters Score -8929453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -8929453.000000 Penalty: 12951.558594
	Iteration 54Q: 3 clusters Score -8929453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -8929453.000000 Penalty: 12951.558594
	Iteration 55F: 3 clusters Score -8929453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Entering Unmasked Estep 
Score: -3786309.000000 Penalty: 5948.169434
	Iteration 0F: 2 clusters Score -3786309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3771976.500000 Penalty: 11896.338867
	Iteration 0F: 3 clusters Score -3771976 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3775486.250000 Penalty: 11896.338867
	Iteration 1F: 3 clusters Score -3775486 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3776092.000000 Penalty: 11896.338867
	Iteration 2F: 3 clusters Score -3776092 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3776448.750000 Penalty: 11896.338867
	Iteration 3F: 3 clusters Score -3776449 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3776710.000000 Penalty: 11896.338867
	Iteration 4Q: 3 clusters Score -3776710 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3776890.750000 Penalty: 11896.338867
	Iteration 5Q: 3 clusters Score -3776891 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3777066.500000 Penalty: 11896.338867
	Iteration 6Q: 3 clusters Score -3777066 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3777193.500000 Penalty: 11896.338867
	Iteration 7Q: 3 clusters Score -3777194 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3777319.500000 Penalty: 11896.338867
	Iteration 8Q: 3 clusters Score -3777320 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3777417.750000 Penalty: 11896.338867
	Iteration 9Q: 3 clusters Score -3777418 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3777519.500000 Penalty: 11896.338867
	Iteration 10Q: 3 clusters Score -3777520 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3777636.250000 Penalty: 11896.338867
	Iteration 11Q: 3 clusters Score -3777636 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3777750.750000 Penalty: 11896.338867
	Iteration 12Q: 3 clusters Score -3777751 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -3777881.000000 Penalty: 11896.338867
	Iteration 13Q: 3 clusters Score -3777881 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3778036.250000 Penalty: 11896.338867
	Iteration 14Q: 3 clusters Score -3778036 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3778232.250000 Penalty: 11896.338867
	Iteration 15Q: 3 clusters Score -3778232 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3778423.750000 Penalty: 11896.338867
	Iteration 16Q: 3 clusters Score -3778424 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3778612.000000 Penalty: 11896.338867
	Iteration 17Q: 3 clusters Score -3778612 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3778825.000000 Penalty: 11896.338867
	Iteration 18Q: 3 clusters Score -3778825 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3779034.000000 Penalty: 11896.338867
	Iteration 19Q: 3 clusters Score -3779034 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3779231.000000 Penalty: 11896.338867
	Iteration 20F: 3 clusters Score -3779231 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3779475.250000 Penalty: 11896.338867
	Iteration 21Q: 3 clusters Score -3779475 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3779726.250000 Penalty: 11896.338867
	Iteration 22Q: 3 clusters Score -3779726 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3779974.250000 Penalty: 11896.338867
	Iteration 23Q: 3 clusters Score -3779974 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3780191.500000 Penalty: 11896.338867
	Iteration 24Q: 3 clusters Score -3780192 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3780345.250000 Penalty: 11896.338867
	Iteration 25Q: 3 clusters Score -3780345 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3780465.750000 Penalty: 11896.338867
	Iteration 26Q: 3 clusters Score -3780466 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3780587.000000 Penalty: 11896.338867
	Iteration 27Q: 3 clusters Score -3780587 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3780675.250000 Penalty: 11896.338867
	Iteration 28Q: 3 clusters Score -3780675 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3780752.500000 Penalty: 11896.338867
	Iteration 29Q: 3 clusters Score -3780752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3780816.000000 Penalty: 11896.338867
	Iteration 30Q: 3 clusters Score -3780816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3780864.750000 Penalty: 11896.338867
	Iteration 31Q: 3 clusters Score -3780865 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3780906.500000 Penalty: 11896.338867
	Iteration 32Q: 3 clusters Score -3780906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3780934.500000 Penalty: 11896.338867
	Iteration 33Q: 3 clusters Score -3780934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3780981.250000 Penalty: 11896.338867
	Iteration 34Q: 3 clusters Score -3780981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3780998.250000 Penalty: 11896.338867
	Iteration 35Q: 3 clusters Score -3780998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3781026.750000 Penalty: 11896.338867
	Iteration 36Q: 3 clusters Score -3781027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3781053.250000 Penalty: 11896.338867
	Iteration 37Q: 3 clusters Score -3781053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3781064.500000 Penalty: 11896.338867
	Iteration 38Q: 3 clusters Score -3781064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3781073.000000 Penalty: 11896.338867
	Iteration 39Q: 3 clusters Score -3781073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3781077.000000 Penalty: 11896.338867
	Iteration 40F: 3 clusters Score -3781077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3781080.750000 Penalty: 11896.338867
	Iteration 41Q: 3 clusters Score -3781081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3781081.750000 Penalty: 11896.338867
	Iteration 42Q: 3 clusters Score -3781082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3781080.750000 Penalty: 11896.338867
	Iteration 43Q: 3 clusters Score -3781081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3781080.750000 Penalty: 11896.338867
	Iteration 44F: 3 clusters Score -3781081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -237217.968750 Penalty: 4291.601074
	Iteration 0F: 2 clusters Score -237218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -233168.171875 Penalty: 8583.202148
	Iteration 0F: 3 clusters Score -233168.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -233590.609375 Penalty: 8583.202148
	Iteration 1F: 3 clusters Score -233590.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -233748.828125 Penalty: 8583.202148
	Iteration 2F: 3 clusters Score -233748.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -233823.609375 Penalty: 8583.202148
	Iteration 3Q: 3 clusters Score -233823.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -233904.406250 Penalty: 8583.202148
	Iteration 4Q: 3 clusters Score -233904.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -233948.093750 Penalty: 8583.202148
	Iteration 5Q: 3 clusters Score -233948.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -233995.859375 Penalty: 8583.202148
	Iteration 6Q: 3 clusters Score -233995.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -234051.625000 Penalty: 8583.202148
	Iteration 7Q: 3 clusters Score -234051.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -234076.593750 Penalty: 8583.202148
	Iteration 8Q: 3 clusters Score -234076.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -234097.562500 Penalty: 8583.202148
	Iteration 9Q: 3 clusters Score -234097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -234118.187500 Penalty: 8583.202148
	Iteration 10Q: 3 clusters Score -234118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -234126.359375 Penalty: 8583.202148
	Iteration 11Q: 3 clusters Score -234126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -234144.265625 Penalty: 8583.202148
	Iteration 12Q: 3 clusters Score -234144.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -234165.875000 Penalty: 8583.202148
	Iteration 13Q: 3 clusters Score -234165.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -234194.250000 Penalty: 8583.202148
	Iteration 14Q: 3 clusters Score -234194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -234210.578125 Penalty: 8583.202148
	Iteration 15Q: 3 clusters Score -234210.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -234215.906250 Penalty: 8583.202148
	Iteration 16Q: 3 clusters Score -234215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -234219.656250 Penalty: 8583.202148
	Iteration 17Q: 3 clusters Score -234219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -234219.656250 Penalty: 8583.202148
	Iteration 18F: 3 clusters Score -234219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 15825 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19366 members 
Mstep: Class 5 contains 92895 members 
Mstep: Class 6 contains 62243 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 123059 members 
Mstep: Class 9 contains 42639 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59719 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 131240 members 
Mstep: Class 14 contains 38212 members 
Mstep: Class 15 contains 71637 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 74187 members 
Mstep: Class 18 contains 58357 members 
Mstep: Class 19 contains 20910 members 
Mstep: Class 20 contains 86549 members 
Mstep: Class 21 contains 44229 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39054 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449312.000000 Penalty: 231727.812500
Iteration 239Q: 28 clusters Score -2.724493e+08 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 15827 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19385 members 
Mstep: Class 5 contains 93342 members 
Mstep: Class 6 contains 62417 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 123058 members 
Mstep: Class 9 contains 42638 members 
Mstep: Class 10 contains 119082 members 
Mstep: Class 11 contains 59722 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 131218 members 
Mstep: Class 14 contains 38212 members 
Mstep: Class 15 contains 71794 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 74167 members 
Mstep: Class 18 contains 58551 members 
Mstep: Class 19 contains 20943 members 
Mstep: Class 20 contains 85463 members 
Mstep: Class 21 contains 44380 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39054 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451232.000000 Penalty: 231727.812500
Iteration 240F: 28 clusters Score -2.724512e+08 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 15831 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19393 members 
Mstep: Class 5 contains 93857 members 
Mstep: Class 6 contains 62236 members 
Mstep: Class 7 contains 13732 members 
Mstep: Class 8 contains 123067 members 
Mstep: Class 9 contains 42637 members 
Mstep: Class 10 contains 119083 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 131229 members 
Mstep: Class 14 contains 38210 members 
Mstep: Class 15 contains 71884 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 74146 members 
Mstep: Class 18 contains 58432 members 
Mstep: Class 19 contains 20926 members 
Mstep: Class 20 contains 84622 members 
Mstep: Class 21 contains 43789 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39055 members 
Mstep: Class 25 contains 16504 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 15229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452160.000000 Penalty: 231727.812500
Iteration 241Q: 28 clusters Score -2.724522e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 15837 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19409 members 
Mstep: Class 5 contains 94393 members 
Mstep: Class 6 contains 62107 members 
Mstep: Class 7 contains 13694 members 
Mstep: Class 8 contains 123072 members 
Mstep: Class 9 contains 42634 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 17229 members 
Mstep: Class 13 contains 131235 members 
Mstep: Class 14 contains 38207 members 
Mstep: Class 15 contains 71936 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 74146 members 
Mstep: Class 18 contains 58351 members 
Mstep: Class 19 contains 20921 members 
Mstep: Class 20 contains 83925 members 
Mstep: Class 21 contains 43330 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39063 members 
Mstep: Class 25 contains 16505 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 15720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452864.000000 Penalty: 231727.812500
Iteration 242Q: 28 clusters Score -2.724529e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 15842 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19427 members 
Mstep: Class 5 contains 94850 members 
Mstep: Class 6 contains 62007 members 
Mstep: Class 7 contains 13670 members 
Mstep: Class 8 contains 123076 members 
Mstep: Class 9 contains 42637 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59704 members 
Mstep: Class 12 contains 17228 members 
Mstep: Class 13 contains 131247 members 
Mstep: Class 14 contains 38205 members 
Mstep: Class 15 contains 71973 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 74135 members 
Mstep: Class 18 contains 58314 members 
Mstep: Class 19 contains 20912 members 
Mstep: Class 20 contains 83337 members 
Mstep: Class 21 contains 42933 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39069 members 
Mstep: Class 25 contains 16505 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 16125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453024.000000 Penalty: 231727.812500
Iteration 243Q: 28 clusters Score -2.72453e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 15844 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19457 members 
Mstep: Class 5 contains 95205 members 
Mstep: Class 6 contains 61892 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 123081 members 
Mstep: Class 9 contains 42646 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59695 members 
Mstep: Class 12 contains 17228 members 
Mstep: Class 13 contains 131261 members 
Mstep: Class 14 contains 38202 members 
Mstep: Class 15 contains 72003 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 74142 members 
Mstep: Class 18 contains 58281 members 
Mstep: Class 19 contains 20928 members 
Mstep: Class 20 contains 82823 members 
Mstep: Class 21 contains 42646 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39079 members 
Mstep: Class 25 contains 16506 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453312.000000 Penalty: 231727.812500
Iteration 244Q: 28 clusters Score -2.724533e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 15848 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19481 members 
Mstep: Class 5 contains 95533 members 
Mstep: Class 6 contains 61806 members 
Mstep: Class 7 contains 13650 members 
Mstep: Class 8 contains 123086 members 
Mstep: Class 9 contains 42652 members 
Mstep: Class 10 contains 119094 members 
Mstep: Class 11 contains 59692 members 
Mstep: Class 12 contains 17223 members 
Mstep: Class 13 contains 131274 members 
Mstep: Class 14 contains 38196 members 
Mstep: Class 15 contains 72045 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 74142 members 
Mstep: Class 18 contains 58259 members 
Mstep: Class 19 contains 20948 members 
Mstep: Class 20 contains 82332 members 
Mstep: Class 21 contains 42388 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39091 members 
Mstep: Class 25 contains 16509 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 16668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453600.000000 Penalty: 231727.812500
Iteration 245Q: 28 clusters Score -2.724536e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 15848 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19503 members 
Mstep: Class 5 contains 95826 members 
Mstep: Class 6 contains 61734 members 
Mstep: Class 7 contains 13650 members 
Mstep: Class 8 contains 123090 members 
Mstep: Class 9 contains 42657 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59683 members 
Mstep: Class 12 contains 17218 members 
Mstep: Class 13 contains 131289 members 
Mstep: Class 14 contains 38197 members 
Mstep: Class 15 contains 72082 members 
Mstep: Class 16 contains 16130 members 
Mstep: Class 17 contains 74134 members 
Mstep: Class 18 contains 58251 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 81911 members 
Mstep: Class 21 contains 42168 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39104 members 
Mstep: Class 25 contains 16510 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 16884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453632.000000 Penalty: 231727.812500
Iteration 246Q: 28 clusters Score -2.724536e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 15847 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19526 members 
Mstep: Class 5 contains 96073 members 
Mstep: Class 6 contains 61676 members 
Mstep: Class 7 contains 13645 members 
Mstep: Class 8 contains 123093 members 
Mstep: Class 9 contains 42661 members 
Mstep: Class 10 contains 119100 members 
Mstep: Class 11 contains 59677 members 
Mstep: Class 12 contains 17220 members 
Mstep: Class 13 contains 131293 members 
Mstep: Class 14 contains 38193 members 
Mstep: Class 15 contains 72089 members 
Mstep: Class 16 contains 16132 members 
Mstep: Class 17 contains 74128 members 
Mstep: Class 18 contains 58236 members 
Mstep: Class 19 contains 20960 members 
Mstep: Class 20 contains 81574 members 
Mstep: Class 21 contains 42019 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39113 members 
Mstep: Class 25 contains 16512 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453696.000000 Penalty: 231727.812500
Iteration 247Q: 28 clusters Score -2.724537e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 15849 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19540 members 
Mstep: Class 5 contains 96282 members 
Mstep: Class 6 contains 61624 members 
Mstep: Class 7 contains 13654 members 
Mstep: Class 8 contains 123095 members 
Mstep: Class 9 contains 42663 members 
Mstep: Class 10 contains 119103 members 
Mstep: Class 11 contains 59668 members 
Mstep: Class 12 contains 17218 members 
Mstep: Class 13 contains 131305 members 
Mstep: Class 14 contains 38192 members 
Mstep: Class 15 contains 72103 members 
Mstep: Class 16 contains 16134 members 
Mstep: Class 17 contains 74121 members 
Mstep: Class 18 contains 58225 members 
Mstep: Class 19 contains 20959 members 
Mstep: Class 20 contains 81275 members 
Mstep: Class 21 contains 41931 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39122 members 
Mstep: Class 25 contains 16513 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453728.000000 Penalty: 231727.812500
Iteration 248Q: 28 clusters Score -2.724537e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 15853 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19552 members 
Mstep: Class 5 contains 96484 members 
Mstep: Class 6 contains 61560 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 123101 members 
Mstep: Class 9 contains 42664 members 
Mstep: Class 10 contains 119100 members 
Mstep: Class 11 contains 59663 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131314 members 
Mstep: Class 14 contains 38188 members 
Mstep: Class 15 contains 72122 members 
Mstep: Class 16 contains 16137 members 
Mstep: Class 17 contains 74119 members 
Mstep: Class 18 contains 58222 members 
Mstep: Class 19 contains 20960 members 
Mstep: Class 20 contains 81000 members 
Mstep: Class 21 contains 41876 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39130 members 
Mstep: Class 25 contains 16514 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453472.000000 Penalty: 231727.812500
Iteration 249Q: 28 clusters Score -2.724535e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 15854 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19558 members 
Mstep: Class 5 contains 96687 members 
Mstep: Class 6 contains 61516 members 
Mstep: Class 7 contains 13645 members 
Mstep: Class 8 contains 123101 members 
Mstep: Class 9 contains 42666 members 
Mstep: Class 10 contains 119098 members 
Mstep: Class 11 contains 59653 members 
Mstep: Class 12 contains 17209 members 
Mstep: Class 13 contains 131319 members 
Mstep: Class 14 contains 38188 members 
Mstep: Class 15 contains 72142 members 
Mstep: Class 16 contains 16139 members 
Mstep: Class 17 contains 74121 members 
Mstep: Class 18 contains 58240 members 
Mstep: Class 19 contains 20963 members 
Mstep: Class 20 contains 80737 members 
Mstep: Class 21 contains 41842 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39140 members 
Mstep: Class 25 contains 16514 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453824.000000 Penalty: 231727.812500
Iteration 250Q: 28 clusters Score -2.724538e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 15856 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19567 members 
Mstep: Class 5 contains 96866 members 
Mstep: Class 6 contains 61476 members 
Mstep: Class 7 contains 13643 members 
Mstep: Class 8 contains 123095 members 
Mstep: Class 9 contains 42670 members 
Mstep: Class 10 contains 119097 members 
Mstep: Class 11 contains 59651 members 
Mstep: Class 12 contains 17209 members 
Mstep: Class 13 contains 131328 members 
Mstep: Class 14 contains 38185 members 
Mstep: Class 15 contains 72148 members 
Mstep: Class 16 contains 16140 members 
Mstep: Class 17 contains 74118 members 
Mstep: Class 18 contains 58249 members 
Mstep: Class 19 contains 20968 members 
Mstep: Class 20 contains 80495 members 
Mstep: Class 21 contains 41810 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39151 members 
Mstep: Class 25 contains 16516 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453632.000000 Penalty: 231727.812500
Iteration 251Q: 28 clusters Score -2.724536e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 15858 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19574 members 
Mstep: Class 5 contains 97038 members 
Mstep: Class 6 contains 61438 members 
Mstep: Class 7 contains 13650 members 
Mstep: Class 8 contains 123091 members 
Mstep: Class 9 contains 42676 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59648 members 
Mstep: Class 12 contains 17209 members 
Mstep: Class 13 contains 131335 members 
Mstep: Class 14 contains 38185 members 
Mstep: Class 15 contains 72152 members 
Mstep: Class 16 contains 16142 members 
Mstep: Class 17 contains 74117 members 
Mstep: Class 18 contains 58256 members 
Mstep: Class 19 contains 20973 members 
Mstep: Class 20 contains 80271 members 
Mstep: Class 21 contains 41791 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39162 members 
Mstep: Class 25 contains 16518 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453888.000000 Penalty: 231727.812500
Iteration 252Q: 28 clusters Score -2.724539e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 15859 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19577 members 
Mstep: Class 5 contains 97212 members 
Mstep: Class 6 contains 61425 members 
Mstep: Class 7 contains 13655 members 
Mstep: Class 8 contains 123090 members 
Mstep: Class 9 contains 42676 members 
Mstep: Class 10 contains 119096 members 
Mstep: Class 11 contains 59651 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131340 members 
Mstep: Class 14 contains 38182 members 
Mstep: Class 15 contains 72167 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74112 members 
Mstep: Class 18 contains 58256 members 
Mstep: Class 19 contains 20980 members 
Mstep: Class 20 contains 80044 members 
Mstep: Class 21 contains 41781 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39169 members 
Mstep: Class 25 contains 16519 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453760.000000 Penalty: 231727.812500
Iteration 253Q: 28 clusters Score -2.724538e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 15859 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19583 members 
Mstep: Class 5 contains 97360 members 
Mstep: Class 6 contains 61406 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 123089 members 
Mstep: Class 9 contains 42678 members 
Mstep: Class 10 contains 119101 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17207 members 
Mstep: Class 13 contains 131341 members 
Mstep: Class 14 contains 38180 members 
Mstep: Class 15 contains 72182 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74112 members 
Mstep: Class 18 contains 58245 members 
Mstep: Class 19 contains 20977 members 
Mstep: Class 20 contains 79876 members 
Mstep: Class 21 contains 41769 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39176 members 
Mstep: Class 25 contains 16520 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453664.000000 Penalty: 231727.812500
Iteration 254Q: 28 clusters Score -2.724537e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 15859 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19587 members 
Mstep: Class 5 contains 97475 members 
Mstep: Class 6 contains 61385 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 123082 members 
Mstep: Class 9 contains 42679 members 
Mstep: Class 10 contains 119104 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 131349 members 
Mstep: Class 14 contains 38177 members 
Mstep: Class 15 contains 72202 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74113 members 
Mstep: Class 18 contains 58246 members 
Mstep: Class 19 contains 20975 members 
Mstep: Class 20 contains 79726 members 
Mstep: Class 21 contains 41761 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39187 members 
Mstep: Class 25 contains 16520 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453952.000000 Penalty: 231727.812500
Iteration 255Q: 28 clusters Score -2.72454e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 15859 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19593 members 
Mstep: Class 5 contains 97596 members 
Mstep: Class 6 contains 61363 members 
Mstep: Class 7 contains 13664 members 
Mstep: Class 8 contains 123073 members 
Mstep: Class 9 contains 42681 members 
Mstep: Class 10 contains 119099 members 
Mstep: Class 11 contains 59649 members 
Mstep: Class 12 contains 17210 members 
Mstep: Class 13 contains 131354 members 
Mstep: Class 14 contains 38173 members 
Mstep: Class 15 contains 72202 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74117 members 
Mstep: Class 18 contains 58238 members 
Mstep: Class 19 contains 20980 members 
Mstep: Class 20 contains 79584 members 
Mstep: Class 21 contains 41761 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39207 members 
Mstep: Class 25 contains 16520 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454048.000000 Penalty: 231727.812500
Iteration 256Q: 28 clusters Score -2.72454e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 15859 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19597 members 
Mstep: Class 5 contains 97700 members 
Mstep: Class 6 contains 61345 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 123074 members 
Mstep: Class 9 contains 42682 members 
Mstep: Class 10 contains 119098 members 
Mstep: Class 11 contains 59648 members 
Mstep: Class 12 contains 17210 members 
Mstep: Class 13 contains 131360 members 
Mstep: Class 14 contains 38171 members 
Mstep: Class 15 contains 72207 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74123 members 
Mstep: Class 18 contains 58234 members 
Mstep: Class 19 contains 20983 members 
Mstep: Class 20 contains 79456 members 
Mstep: Class 21 contains 41760 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39211 members 
Mstep: Class 25 contains 16520 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453952.000000 Penalty: 231727.812500
Iteration 257Q: 28 clusters Score -2.72454e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 15859 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 97798 members 
Mstep: Class 6 contains 61331 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 123068 members 
Mstep: Class 9 contains 42681 members 
Mstep: Class 10 contains 119099 members 
Mstep: Class 11 contains 59647 members 
Mstep: Class 12 contains 17210 members 
Mstep: Class 13 contains 131365 members 
Mstep: Class 14 contains 38170 members 
Mstep: Class 15 contains 72211 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74122 members 
Mstep: Class 18 contains 58225 members 
Mstep: Class 19 contains 20989 members 
Mstep: Class 20 contains 79343 members 
Mstep: Class 21 contains 41752 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 16520 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453952.000000 Penalty: 231727.812500
Iteration 258Q: 28 clusters Score -2.72454e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 15859 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19603 members 
Mstep: Class 5 contains 97881 members 
Mstep: Class 6 contains 61317 members 
Mstep: Class 7 contains 13675 members 
Mstep: Class 8 contains 123064 members 
Mstep: Class 9 contains 42680 members 
Mstep: Class 10 contains 119101 members 
Mstep: Class 11 contains 59644 members 
Mstep: Class 12 contains 17209 members 
Mstep: Class 13 contains 131365 members 
Mstep: Class 14 contains 38170 members 
Mstep: Class 15 contains 72220 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74130 members 
Mstep: Class 18 contains 58222 members 
Mstep: Class 19 contains 20991 members 
Mstep: Class 20 contains 79241 members 
Mstep: Class 21 contains 41750 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39229 members 
Mstep: Class 25 contains 16520 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454240.000000 Penalty: 231727.812500
Iteration 259Q: 28 clusters Score -2.724542e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 15859 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19611 members 
Mstep: Class 5 contains 97937 members 
Mstep: Class 6 contains 61305 members 
Mstep: Class 7 contains 13676 members 
Mstep: Class 8 contains 123049 members 
Mstep: Class 9 contains 42679 members 
Mstep: Class 10 contains 119101 members 
Mstep: Class 11 contains 59641 members 
Mstep: Class 12 contains 17209 members 
Mstep: Class 13 contains 131363 members 
Mstep: Class 14 contains 38169 members 
Mstep: Class 15 contains 72229 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74137 members 
Mstep: Class 18 contains 58223 members 
Mstep: Class 19 contains 20995 members 
Mstep: Class 20 contains 79164 members 
Mstep: Class 21 contains 41740 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39243 members 
Mstep: Class 25 contains 16520 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454304.000000 Penalty: 231727.812500
Iteration 260F: 28 clusters Score -2.724543e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 15859 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19622 members 
Mstep: Class 5 contains 97996 members 
Mstep: Class 6 contains 61298 members 
Mstep: Class 7 contains 13676 members 
Mstep: Class 8 contains 123041 members 
Mstep: Class 9 contains 42680 members 
Mstep: Class 10 contains 119101 members 
Mstep: Class 11 contains 59644 members 
Mstep: Class 12 contains 17208 members 
Mstep: Class 13 contains 131362 members 
Mstep: Class 14 contains 38169 members 
Mstep: Class 15 contains 72240 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74130 members 
Mstep: Class 18 contains 58223 members 
Mstep: Class 19 contains 21000 members 
Mstep: Class 20 contains 79091 members 
Mstep: Class 21 contains 41732 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39255 members 
Mstep: Class 25 contains 16520 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454304.000000 Penalty: 231727.812500
Iteration 261Q: 28 clusters Score -2.724543e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 15859 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19624 members 
Mstep: Class 5 contains 98058 members 
Mstep: Class 6 contains 61297 members 
Mstep: Class 7 contains 13675 members 
Mstep: Class 8 contains 123033 members 
Mstep: Class 9 contains 42679 members 
Mstep: Class 10 contains 119098 members 
Mstep: Class 11 contains 59645 members 
Mstep: Class 12 contains 17207 members 
Mstep: Class 13 contains 131362 members 
Mstep: Class 14 contains 38170 members 
Mstep: Class 15 contains 72241 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74128 members 
Mstep: Class 18 contains 58228 members 
Mstep: Class 19 contains 21002 members 
Mstep: Class 20 contains 79022 members 
Mstep: Class 21 contains 41724 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39269 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454496.000000 Penalty: 231727.812500
Iteration 262Q: 28 clusters Score -2.724545e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 15860 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19631 members 
Mstep: Class 5 contains 98116 members 
Mstep: Class 6 contains 61292 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 123022 members 
Mstep: Class 9 contains 42679 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 59645 members 
Mstep: Class 12 contains 17206 members 
Mstep: Class 13 contains 131364 members 
Mstep: Class 14 contains 38168 members 
Mstep: Class 15 contains 72243 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74127 members 
Mstep: Class 18 contains 58229 members 
Mstep: Class 19 contains 21003 members 
Mstep: Class 20 contains 78955 members 
Mstep: Class 21 contains 41721 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39286 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454464.000000 Penalty: 231727.812500
Iteration 263Q: 28 clusters Score -2.724545e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 15860 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19639 members 
Mstep: Class 5 contains 98174 members 
Mstep: Class 6 contains 61286 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 123006 members 
Mstep: Class 9 contains 42680 members 
Mstep: Class 10 contains 119093 members 
Mstep: Class 11 contains 59643 members 
Mstep: Class 12 contains 17206 members 
Mstep: Class 13 contains 131366 members 
Mstep: Class 14 contains 38163 members 
Mstep: Class 15 contains 72246 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74128 members 
Mstep: Class 18 contains 58232 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78890 members 
Mstep: Class 21 contains 41711 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39305 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454400.000000 Penalty: 231727.812500
Iteration 264Q: 28 clusters Score -2.724544e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 15860 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19648 members 
Mstep: Class 5 contains 98229 members 
Mstep: Class 6 contains 61280 members 
Mstep: Class 7 contains 13670 members 
Mstep: Class 8 contains 123001 members 
Mstep: Class 9 contains 42682 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59642 members 
Mstep: Class 12 contains 17207 members 
Mstep: Class 13 contains 131369 members 
Mstep: Class 14 contains 38162 members 
Mstep: Class 15 contains 72245 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74121 members 
Mstep: Class 18 contains 58232 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78820 members 
Mstep: Class 21 contains 41708 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39320 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454400.000000 Penalty: 231727.812500
Iteration 265Q: 28 clusters Score -2.724544e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 15860 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19652 members 
Mstep: Class 5 contains 98278 members 
Mstep: Class 6 contains 61275 members 
Mstep: Class 7 contains 13668 members 
Mstep: Class 8 contains 122993 members 
Mstep: Class 9 contains 42683 members 
Mstep: Class 10 contains 119090 members 
Mstep: Class 11 contains 59643 members 
Mstep: Class 12 contains 17209 members 
Mstep: Class 13 contains 131372 members 
Mstep: Class 14 contains 38161 members 
Mstep: Class 15 contains 72239 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74120 members 
Mstep: Class 18 contains 58235 members 
Mstep: Class 19 contains 21013 members 
Mstep: Class 20 contains 78753 members 
Mstep: Class 21 contains 41708 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39340 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454464.000000 Penalty: 231727.812500
Iteration 266Q: 28 clusters Score -2.724545e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 15863 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19657 members 
Mstep: Class 5 contains 98339 members 
Mstep: Class 6 contains 61268 members 
Mstep: Class 7 contains 13670 members 
Mstep: Class 8 contains 122984 members 
Mstep: Class 9 contains 42684 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 59642 members 
Mstep: Class 12 contains 17207 members 
Mstep: Class 13 contains 131377 members 
Mstep: Class 14 contains 38160 members 
Mstep: Class 15 contains 72232 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74120 members 
Mstep: Class 18 contains 58238 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 78678 members 
Mstep: Class 21 contains 41707 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 39358 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454560.000000 Penalty: 231727.812500
Iteration 267Q: 28 clusters Score -2.724546e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 15863 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19660 members 
Mstep: Class 5 contains 98410 members 
Mstep: Class 6 contains 61267 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122975 members 
Mstep: Class 9 contains 42685 members 
Mstep: Class 10 contains 119093 members 
Mstep: Class 11 contains 59641 members 
Mstep: Class 12 contains 17207 members 
Mstep: Class 13 contains 131380 members 
Mstep: Class 14 contains 38158 members 
Mstep: Class 15 contains 72230 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74116 members 
Mstep: Class 18 contains 58235 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78606 members 
Mstep: Class 21 contains 41707 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1371 members 
Mstep: Class 24 contains 39373 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454464.000000 Penalty: 231727.812500
Iteration 268Q: 28 clusters Score -2.724545e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 15863 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19660 members 
Mstep: Class 5 contains 98468 members 
Mstep: Class 6 contains 61268 members 
Mstep: Class 7 contains 13676 members 
Mstep: Class 8 contains 122964 members 
Mstep: Class 9 contains 42686 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 59641 members 
Mstep: Class 12 contains 17205 members 
Mstep: Class 13 contains 131378 members 
Mstep: Class 14 contains 38156 members 
Mstep: Class 15 contains 72233 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74114 members 
Mstep: Class 18 contains 58227 members 
Mstep: Class 19 contains 21008 members 
Mstep: Class 20 contains 78547 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1372 members 
Mstep: Class 24 contains 39388 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454496.000000 Penalty: 231727.812500
Iteration 269Q: 28 clusters Score -2.724545e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 15863 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19661 members 
Mstep: Class 5 contains 98535 members 
Mstep: Class 6 contains 61269 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122963 members 
Mstep: Class 9 contains 42685 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 59640 members 
Mstep: Class 12 contains 17206 members 
Mstep: Class 13 contains 131382 members 
Mstep: Class 14 contains 38153 members 
Mstep: Class 15 contains 72230 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74114 members 
Mstep: Class 18 contains 58228 members 
Mstep: Class 19 contains 21007 members 
Mstep: Class 20 contains 78479 members 
Mstep: Class 21 contains 41702 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39394 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454496.000000 Penalty: 231727.812500
Iteration 270Q: 28 clusters Score -2.724545e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 15863 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19660 members 
Mstep: Class 5 contains 98586 members 
Mstep: Class 6 contains 61270 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122957 members 
Mstep: Class 9 contains 42687 members 
Mstep: Class 10 contains 119090 members 
Mstep: Class 11 contains 59641 members 
Mstep: Class 12 contains 17207 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38153 members 
Mstep: Class 15 contains 72233 members 
Mstep: Class 16 contains 16143 members 
Mstep: Class 17 contains 74119 members 
Mstep: Class 18 contains 58223 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 78422 members 
Mstep: Class 21 contains 41703 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39404 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454592.000000 Penalty: 231727.812500
Iteration 271Q: 28 clusters Score -2.724546e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19662 members 
Mstep: Class 5 contains 98620 members 
Mstep: Class 6 contains 61268 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 122944 members 
Mstep: Class 9 contains 42691 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59640 members 
Mstep: Class 12 contains 17210 members 
Mstep: Class 13 contains 131384 members 
Mstep: Class 14 contains 38148 members 
Mstep: Class 15 contains 72239 members 
Mstep: Class 16 contains 16145 members 
Mstep: Class 17 contains 74116 members 
Mstep: Class 18 contains 58225 members 
Mstep: Class 19 contains 21008 members 
Mstep: Class 20 contains 78372 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39423 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454624.000000 Penalty: 231727.812500
Iteration 272Q: 28 clusters Score -2.724546e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19663 members 
Mstep: Class 5 contains 98642 members 
Mstep: Class 6 contains 61266 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 122934 members 
Mstep: Class 9 contains 42694 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 59639 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 131382 members 
Mstep: Class 14 contains 38146 members 
Mstep: Class 15 contains 72245 members 
Mstep: Class 16 contains 16145 members 
Mstep: Class 17 contains 74110 members 
Mstep: Class 18 contains 58225 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 78340 members 
Mstep: Class 21 contains 41703 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39444 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454784.000000 Penalty: 231727.812500
Iteration 273Q: 28 clusters Score -2.724548e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19666 members 
Mstep: Class 5 contains 98663 members 
Mstep: Class 6 contains 61264 members 
Mstep: Class 7 contains 13669 members 
Mstep: Class 8 contains 122923 members 
Mstep: Class 9 contains 42697 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59638 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38147 members 
Mstep: Class 15 contains 72243 members 
Mstep: Class 16 contains 16145 members 
Mstep: Class 17 contains 74108 members 
Mstep: Class 18 contains 58223 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78319 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39461 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454688.000000 Penalty: 231727.812500
Iteration 274Q: 28 clusters Score -2.724547e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19668 members 
Mstep: Class 5 contains 98682 members 
Mstep: Class 6 contains 61263 members 
Mstep: Class 7 contains 13670 members 
Mstep: Class 8 contains 122905 members 
Mstep: Class 9 contains 42698 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59638 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 131384 members 
Mstep: Class 14 contains 38146 members 
Mstep: Class 15 contains 72240 members 
Mstep: Class 16 contains 16146 members 
Mstep: Class 17 contains 74103 members 
Mstep: Class 18 contains 58225 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78295 members 
Mstep: Class 21 contains 41700 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39486 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454720.000000 Penalty: 231727.812500
Iteration 275Q: 28 clusters Score -2.724547e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 98696 members 
Mstep: Class 6 contains 61263 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122892 members 
Mstep: Class 9 contains 42700 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59638 members 
Mstep: Class 12 contains 17210 members 
Mstep: Class 13 contains 131385 members 
Mstep: Class 14 contains 38142 members 
Mstep: Class 15 contains 72245 members 
Mstep: Class 16 contains 16146 members 
Mstep: Class 17 contains 74100 members 
Mstep: Class 18 contains 58224 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 78273 members 
Mstep: Class 21 contains 41697 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39504 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454784.000000 Penalty: 231727.812500
Iteration 276Q: 28 clusters Score -2.724548e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19678 members 
Mstep: Class 5 contains 98715 members 
Mstep: Class 6 contains 61260 members 
Mstep: Class 7 contains 13674 members 
Mstep: Class 8 contains 122877 members 
Mstep: Class 9 contains 42703 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59637 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 131385 members 
Mstep: Class 14 contains 38141 members 
Mstep: Class 15 contains 72251 members 
Mstep: Class 16 contains 16146 members 
Mstep: Class 17 contains 74097 members 
Mstep: Class 18 contains 58222 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 78248 members 
Mstep: Class 21 contains 41694 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39523 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454784.000000 Penalty: 231727.812500
Iteration 277Q: 28 clusters Score -2.724548e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19682 members 
Mstep: Class 5 contains 98725 members 
Mstep: Class 6 contains 61257 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122859 members 
Mstep: Class 9 contains 42709 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59640 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 72256 members 
Mstep: Class 16 contains 16147 members 
Mstep: Class 17 contains 74090 members 
Mstep: Class 18 contains 58220 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 78230 members 
Mstep: Class 21 contains 41693 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39542 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454752.000000 Penalty: 231727.812500
Iteration 278Q: 28 clusters Score -2.724548e+08 nChanged 58
Entering ConstructFrom: 
Score: -272454752.000000 Penalty: 231727.812500
Entering ConstructFrom: 
Trying to split cluster 1 (32582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Entering Unmasked Estep 
Score: -7430838.500000 Penalty: 6364.803223
	Iteration 0F: 2 clusters Score -7430838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -7406391.000000 Penalty: 12729.606445
	Iteration 0F: 3 clusters Score -7406391 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -7413494.500000 Penalty: 12729.606445
	Iteration 1F: 3 clusters Score -7413494 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -7414153.500000 Penalty: 12729.606445
	Iteration 2F: 3 clusters Score -7414154 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -7414707.500000 Penalty: 12729.606445
	Iteration 3Q: 3 clusters Score -7414708 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -7415144.000000 Penalty: 12729.606445
	Iteration 4Q: 3 clusters Score -7415144 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -7415520.000000 Penalty: 12729.606445
	Iteration 5Q: 3 clusters Score -7415520 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -7415758.000000 Penalty: 12729.606445
	Iteration 6Q: 3 clusters Score -7415758 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -7415935.500000 Penalty: 12729.606445
	Iteration 7Q: 3 clusters Score -7415936 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -7416107.500000 Penalty: 12729.606445
	Iteration 8Q: 3 clusters Score -7416108 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -7416236.500000 Penalty: 12729.606445
	Iteration 9Q: 3 clusters Score -7416236 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -7416348.500000 Penalty: 12729.606445
	Iteration 10Q: 3 clusters Score -7416348 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -7416398.000000 Penalty: 12729.606445
	Iteration 11Q: 3 clusters Score -7416398 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -7416536.000000 Penalty: 12729.606445
	Iteration 12Q: 3 clusters Score -7416536 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -7416617.500000 Penalty: 12729.606445
	Iteration 13Q: 3 clusters Score -7416618 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -7416675.500000 Penalty: 12729.606445
	Iteration 14Q: 3 clusters Score -7416676 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -7416772.000000 Penalty: 12729.606445
	Iteration 15Q: 3 clusters Score -7416772 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -7416828.000000 Penalty: 12729.606445
	Iteration 16Q: 3 clusters Score -7416828 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -7416894.500000 Penalty: 12729.606445
	Iteration 17Q: 3 clusters Score -7416894 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -7416958.000000 Penalty: 12729.606445
	Iteration 18Q: 3 clusters Score -7416958 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -7417029.500000 Penalty: 12729.606445
	Iteration 19Q: 3 clusters Score -7417030 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -7417085.000000 Penalty: 12729.606445
	Iteration 20F: 3 clusters Score -7417085 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -7417163.500000 Penalty: 12729.606445
	Iteration 21Q: 3 clusters Score -7417164 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -7417256.000000 Penalty: 12729.606445
	Iteration 22Q: 3 clusters Score -7417256 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -7417413.000000 Penalty: 12729.606445
	Iteration 23Q: 3 clusters Score -7417413 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -7417580.000000 Penalty: 12729.606445
	Iteration 24Q: 3 clusters Score -7417580 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -7417799.000000 Penalty: 12729.606445
	Iteration 25Q: 3 clusters Score -7417799 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -7418043.500000 Penalty: 12729.606445
	Iteration 26Q: 3 clusters Score -7418044 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -7418378.500000 Penalty: 12729.606445
	Iteration 27Q: 3 clusters Score -7418378 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -7418866.500000 Penalty: 12729.606445
	Iteration 28Q: 3 clusters Score -7418866 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -7419426.000000 Penalty: 12729.606445
	Iteration 29Q: 3 clusters Score -7419426 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -7420165.500000 Penalty: 12729.606445
	Iteration 30Q: 3 clusters Score -7420166 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -7421013.500000 Penalty: 12729.606445
	Iteration 31Q: 3 clusters Score -7421014 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -7421947.500000 Penalty: 12729.606445
	Iteration 32Q: 3 clusters Score -7421948 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -7422842.000000 Penalty: 12729.606445
	Iteration 33Q: 3 clusters Score -7422842 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -7423538.000000 Penalty: 12729.606445
	Iteration 34Q: 3 clusters Score -7423538 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -7424068.500000 Penalty: 12729.606445
	Iteration 35Q: 3 clusters Score -7424068 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -7424474.500000 Penalty: 12729.606445
	Iteration 36Q: 3 clusters Score -7424474 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -7424702.500000 Penalty: 12729.606445
	Iteration 37Q: 3 clusters Score -7424702 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -7424868.500000 Penalty: 12729.606445
	Iteration 38Q: 3 clusters Score -7424868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -7424989.500000 Penalty: 12729.606445
	Iteration 39Q: 3 clusters Score -7424990 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -7425070.000000 Penalty: 12729.606445
	Iteration 40F: 3 clusters Score -7425070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -7425128.500000 Penalty: 12729.606445
	Iteration 41Q: 3 clusters Score -7425128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -7425169.000000 Penalty: 12729.606445
	Iteration 42Q: 3 clusters Score -7425169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -7425189.000000 Penalty: 12729.606445
	Iteration 43Q: 3 clusters Score -7425189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -7425207.500000 Penalty: 12729.606445
	Iteration 44Q: 3 clusters Score -7425208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -7425227.500000 Penalty: 12729.606445
	Iteration 45Q: 3 clusters Score -7425228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -7425240.000000 Penalty: 12729.606445
	Iteration 46Q: 3 clusters Score -7425240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -7425253.500000 Penalty: 12729.606445
	Iteration 47Q: 3 clusters Score -7425254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -7425261.500000 Penalty: 12729.606445
	Iteration 48Q: 3 clusters Score -7425262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -7425264.000000 Penalty: 12729.606445
	Iteration 49Q: 3 clusters Score -7425264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -7425269.000000 Penalty: 12729.606445
	Iteration 50Q: 3 clusters Score -7425269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -7425270.000000 Penalty: 12729.606445
	Iteration 51Q: 3 clusters Score -7425270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -7425268.000000 Penalty: 12729.606445
	Iteration 52Q: 3 clusters Score -7425268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -7425277.500000 Penalty: 12729.606445
	Iteration 53Q: 3 clusters Score -7425278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -7425284.500000 Penalty: 12729.606445
	Iteration 54Q: 3 clusters Score -7425284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -7425276.500000 Penalty: 12729.606445
	Iteration 55Q: 3 clusters Score -7425276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -7425279.500000 Penalty: 12729.606445
	Iteration 56Q: 3 clusters Score -7425280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -7425280.000000 Penalty: 12729.606445
	Iteration 57Q: 3 clusters Score -7425280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -7425283.500000 Penalty: 12729.606445
	Iteration 58Q: 3 clusters Score -7425284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -7425289.500000 Penalty: 12729.606445
	Iteration 59Q: 3 clusters Score -7425290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -7425294.500000 Penalty: 12729.606445
	Iteration 60F: 3 clusters Score -7425294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -7425288.000000 Penalty: 12729.606445
	Iteration 61Q: 3 clusters Score -7425288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -7425295.000000 Penalty: 12729.606445
	Iteration 62Q: 3 clusters Score -7425295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -7425298.500000 Penalty: 12729.606445
	Iteration 63Q: 3 clusters Score -7425298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -7425299.000000 Penalty: 12729.606445
	Iteration 64Q: 3 clusters Score -7425299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -7425307.000000 Penalty: 12729.606445
	Iteration 65Q: 3 clusters Score -7425307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -7425307.000000 Penalty: 12729.606445
	Iteration 66F: 3 clusters Score -7425307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Entering Unmasked Estep 
Score: -3638940.500000 Penalty: 5924.020508
	Iteration 0F: 2 clusters Score -3638940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3624992.000000 Penalty: 11848.041016
	Iteration 0F: 3 clusters Score -3624992 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3628313.000000 Penalty: 11848.041016
	Iteration 1F: 3 clusters Score -3628313 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3628851.750000 Penalty: 11848.041016
	Iteration 2F: 3 clusters Score -3628852 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3629231.750000 Penalty: 11848.041016
	Iteration 3Q: 3 clusters Score -3629232 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3629502.250000 Penalty: 11848.041016
	Iteration 4Q: 3 clusters Score -3629502 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3629682.750000 Penalty: 11848.041016
	Iteration 5Q: 3 clusters Score -3629683 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3629850.500000 Penalty: 11848.041016
	Iteration 6Q: 3 clusters Score -3629850 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3630011.500000 Penalty: 11848.041016
	Iteration 7Q: 3 clusters Score -3630012 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3630174.000000 Penalty: 11848.041016
	Iteration 8Q: 3 clusters Score -3630174 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3630326.750000 Penalty: 11848.041016
	Iteration 9Q: 3 clusters Score -3630327 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3630495.000000 Penalty: 11848.041016
	Iteration 10Q: 3 clusters Score -3630495 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3630668.000000 Penalty: 11848.041016
	Iteration 11Q: 3 clusters Score -3630668 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3630848.250000 Penalty: 11848.041016
	Iteration 12Q: 3 clusters Score -3630848 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3631049.500000 Penalty: 11848.041016
	Iteration 13Q: 3 clusters Score -3631050 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3631233.750000 Penalty: 11848.041016
	Iteration 14Q: 3 clusters Score -3631234 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3631473.500000 Penalty: 11848.041016
	Iteration 15Q: 3 clusters Score -3631474 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3631690.500000 Penalty: 11848.041016
	Iteration 16Q: 3 clusters Score -3631690 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3631911.250000 Penalty: 11848.041016
	Iteration 17Q: 3 clusters Score -3631911 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3632127.500000 Penalty: 11848.041016
	Iteration 18Q: 3 clusters Score -3632128 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3632329.750000 Penalty: 11848.041016
	Iteration 19Q: 3 clusters Score -3632330 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3632518.000000 Penalty: 11848.041016
	Iteration 20F: 3 clusters Score -3632518 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3632697.750000 Penalty: 11848.041016
	Iteration 21Q: 3 clusters Score -3632698 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3632861.250000 Penalty: 11848.041016
	Iteration 22Q: 3 clusters Score -3632861 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3632995.500000 Penalty: 11848.041016
	Iteration 23Q: 3 clusters Score -3632996 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3633091.250000 Penalty: 11848.041016
	Iteration 24Q: 3 clusters Score -3633091 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3633195.500000 Penalty: 11848.041016
	Iteration 25Q: 3 clusters Score -3633196 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3633285.000000 Penalty: 11848.041016
	Iteration 26Q: 3 clusters Score -3633285 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3633373.250000 Penalty: 11848.041016
	Iteration 27Q: 3 clusters Score -3633373 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3633442.500000 Penalty: 11848.041016
	Iteration 28Q: 3 clusters Score -3633442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3633491.250000 Penalty: 11848.041016
	Iteration 29Q: 3 clusters Score -3633491 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3633539.000000 Penalty: 11848.041016
	Iteration 30Q: 3 clusters Score -3633539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3633562.250000 Penalty: 11848.041016
	Iteration 31Q: 3 clusters Score -3633562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3633592.500000 Penalty: 11848.041016
	Iteration 32Q: 3 clusters Score -3633592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3633606.250000 Penalty: 11848.041016
	Iteration 33Q: 3 clusters Score -3633606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3633621.500000 Penalty: 11848.041016
	Iteration 34Q: 3 clusters Score -3633622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3633639.000000 Penalty: 11848.041016
	Iteration 35Q: 3 clusters Score -3633639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3633655.500000 Penalty: 11848.041016
	Iteration 36Q: 3 clusters Score -3633656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3633654.250000 Penalty: 11848.041016
	Iteration 37Q: 3 clusters Score -3633654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3633676.000000 Penalty: 11848.041016
	Iteration 38Q: 3 clusters Score -3633676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3633672.000000 Penalty: 11848.041016
	Iteration 39Q: 3 clusters Score -3633672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3633688.000000 Penalty: 11848.041016
	Iteration 40F: 3 clusters Score -3633688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3633703.250000 Penalty: 11848.041016
	Iteration 41Q: 3 clusters Score -3633703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3633722.750000 Penalty: 11848.041016
	Iteration 42Q: 3 clusters Score -3633723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3633747.250000 Penalty: 11848.041016
	Iteration 43Q: 3 clusters Score -3633747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3633753.750000 Penalty: 11848.041016
	Iteration 44Q: 3 clusters Score -3633754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3633765.000000 Penalty: 11848.041016
	Iteration 45Q: 3 clusters Score -3633765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3633767.750000 Penalty: 11848.041016
	Iteration 46Q: 3 clusters Score -3633768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3633785.750000 Penalty: 11848.041016
	Iteration 47Q: 3 clusters Score -3633786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3633787.000000 Penalty: 11848.041016
	Iteration 48Q: 3 clusters Score -3633787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3633799.000000 Penalty: 11848.041016
	Iteration 49Q: 3 clusters Score -3633799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3633814.750000 Penalty: 11848.041016
	Iteration 50Q: 3 clusters Score -3633815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3633824.500000 Penalty: 11848.041016
	Iteration 51Q: 3 clusters Score -3633824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3633832.250000 Penalty: 11848.041016
	Iteration 52Q: 3 clusters Score -3633832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3633853.750000 Penalty: 11848.041016
	Iteration 53Q: 3 clusters Score -3633854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3633868.500000 Penalty: 11848.041016
	Iteration 54Q: 3 clusters Score -3633868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3633878.250000 Penalty: 11848.041016
	Iteration 55Q: 3 clusters Score -3633878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3633881.000000 Penalty: 11848.041016
	Iteration 56Q: 3 clusters Score -3633881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3633890.750000 Penalty: 11848.041016
	Iteration 57Q: 3 clusters Score -3633891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3633906.500000 Penalty: 11848.041016
	Iteration 58Q: 3 clusters Score -3633906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3633905.000000 Penalty: 11848.041016
	Iteration 59Q: 3 clusters Score -3633905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3633911.250000 Penalty: 11848.041016
	Iteration 60F: 3 clusters Score -3633911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3633909.750000 Penalty: 11848.041016
	Iteration 61Q: 3 clusters Score -3633910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3633913.000000 Penalty: 11848.041016
	Iteration 62Q: 3 clusters Score -3633913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3633908.000000 Penalty: 11848.041016
	Iteration 63Q: 3 clusters Score -3633908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3633909.250000 Penalty: 11848.041016
	Iteration 64Q: 3 clusters Score -3633909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3633911.500000 Penalty: 11848.041016
	Iteration 65Q: 3 clusters Score -3633912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3633915.250000 Penalty: 11848.041016
	Iteration 66Q: 3 clusters Score -3633915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3633919.250000 Penalty: 11848.041016
	Iteration 67Q: 3 clusters Score -3633919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3633910.500000 Penalty: 11848.041016
	Iteration 68Q: 3 clusters Score -3633910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3633915.500000 Penalty: 11848.041016
	Iteration 69Q: 3 clusters Score -3633916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3633918.250000 Penalty: 11848.041016
	Iteration 70Q: 3 clusters Score -3633918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3633915.750000 Penalty: 11848.041016
	Iteration 71Q: 3 clusters Score -3633916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3633923.500000 Penalty: 11848.041016
	Iteration 72Q: 3 clusters Score -3633924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3633923.500000 Penalty: 11848.041016
	Iteration 73F: 3 clusters Score -3633924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -217795.125000 Penalty: 4273.584961
	Iteration 0F: 2 clusters Score -217795.1 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: -213965.859375 Penalty: 8547.169922
	Iteration 0F: 3 clusters Score -213965.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -214509.875000 Penalty: 8547.169922
	Iteration 1F: 3 clusters Score -214509.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -214850.421875 Penalty: 8547.169922
	Iteration 2F: 3 clusters Score -214850.4 nChanged 55
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: -215116.531250 Penalty: 8547.169922
	Iteration 3F: 3 clusters Score -215116.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -215424.015625 Penalty: 8547.169922
	Iteration 4Q: 3 clusters Score -215424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -215658.046875 Penalty: 8547.169922
	Iteration 5Q: 3 clusters Score -215658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -215763.953125 Penalty: 8547.169922
	Iteration 6Q: 3 clusters Score -215764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -215842.156250 Penalty: 8547.169922
	Iteration 7Q: 3 clusters Score -215842.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -215930.843750 Penalty: 8547.169922
	Iteration 8Q: 3 clusters Score -215930.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -216055.140625 Penalty: 8547.169922
	Iteration 9Q: 3 clusters Score -216055.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -216164.171875 Penalty: 8547.169922
	Iteration 10Q: 3 clusters Score -216164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -216250.078125 Penalty: 8547.169922
	Iteration 11Q: 3 clusters Score -216250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -216304.359375 Penalty: 8547.169922
	Iteration 12Q: 3 clusters Score -216304.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -216331.515625 Penalty: 8547.169922
	Iteration 13Q: 3 clusters Score -216331.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -216352.828125 Penalty: 8547.169922
	Iteration 14Q: 3 clusters Score -216352.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -216387.937500 Penalty: 8547.169922
	Iteration 15Q: 3 clusters Score -216387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -216406.625000 Penalty: 8547.169922
	Iteration 16Q: 3 clusters Score -216406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -216420.437500 Penalty: 8547.169922
	Iteration 17Q: 3 clusters Score -216420.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -216426.109375 Penalty: 8547.169922
	Iteration 18Q: 3 clusters Score -216426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -216430.687500 Penalty: 8547.169922
	Iteration 19Q: 3 clusters Score -216430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -216435.312500 Penalty: 8547.169922
	Iteration 20F: 3 clusters Score -216435.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -216449.968750 Penalty: 8547.169922
	Iteration 21Q: 3 clusters Score -216450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -216473.062500 Penalty: 8547.169922
	Iteration 22Q: 3 clusters Score -216473.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -216497.937500 Penalty: 8547.169922
	Iteration 23Q: 3 clusters Score -216497.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -216523.484375 Penalty: 8547.169922
	Iteration 24Q: 3 clusters Score -216523.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -216531.796875 Penalty: 8547.169922
	Iteration 25Q: 3 clusters Score -216531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -216535.375000 Penalty: 8547.169922
	Iteration 26Q: 3 clusters Score -216535.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -216535.375000 Penalty: 8547.169922
	Iteration 27F: 3 clusters Score -216535.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Entering Unmasked Estep 
Score: -4545466.500000 Penalty: 6056.131836
	Iteration 0F: 2 clusters Score -4545466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -4529178.500000 Penalty: 12112.263672
	Iteration 0F: 3 clusters Score -4529178 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -4533393.500000 Penalty: 12112.263672
	Iteration 1F: 3 clusters Score -4533394 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4533950.000000 Penalty: 12112.263672
	Iteration 2F: 3 clusters Score -4533950 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -4534306.000000 Penalty: 12112.263672
	Iteration 3Q: 3 clusters Score -4534306 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -4534568.500000 Penalty: 12112.263672
	Iteration 4Q: 3 clusters Score -4534568 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4534779.500000 Penalty: 12112.263672
	Iteration 5Q: 3 clusters Score -4534780 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -4534940.500000 Penalty: 12112.263672
	Iteration 6Q: 3 clusters Score -4534940 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4535065.500000 Penalty: 12112.263672
	Iteration 7Q: 3 clusters Score -4535066 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4535160.500000 Penalty: 12112.263672
	Iteration 8Q: 3 clusters Score -4535160 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -4535259.500000 Penalty: 12112.263672
	Iteration 9Q: 3 clusters Score -4535260 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -4535302.500000 Penalty: 12112.263672
	Iteration 10Q: 3 clusters Score -4535302 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -4535366.000000 Penalty: 12112.263672
	Iteration 11Q: 3 clusters Score -4535366 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -4535404.000000 Penalty: 12112.263672
	Iteration 12Q: 3 clusters Score -4535404 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4535450.000000 Penalty: 12112.263672
	Iteration 13Q: 3 clusters Score -4535450 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -4535498.500000 Penalty: 12112.263672
	Iteration 14Q: 3 clusters Score -4535498 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4535534.000000 Penalty: 12112.263672
	Iteration 15Q: 3 clusters Score -4535534 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -4535557.500000 Penalty: 12112.263672
	Iteration 16Q: 3 clusters Score -4535558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -4535575.000000 Penalty: 12112.263672
	Iteration 17Q: 3 clusters Score -4535575 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4535620.500000 Penalty: 12112.263672
	Iteration 18Q: 3 clusters Score -4535620 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -4535654.500000 Penalty: 12112.263672
	Iteration 19Q: 3 clusters Score -4535654 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4535674.500000 Penalty: 12112.263672
	Iteration 20F: 3 clusters Score -4535674 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -4535691.500000 Penalty: 12112.263672
	Iteration 21Q: 3 clusters Score -4535692 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -4535719.500000 Penalty: 12112.263672
	Iteration 22Q: 3 clusters Score -4535720 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -4535748.000000 Penalty: 12112.263672
	Iteration 23Q: 3 clusters Score -4535748 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -4535772.500000 Penalty: 12112.263672
	Iteration 24Q: 3 clusters Score -4535772 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4535798.000000 Penalty: 12112.263672
	Iteration 25Q: 3 clusters Score -4535798 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -4535818.000000 Penalty: 12112.263672
	Iteration 26Q: 3 clusters Score -4535818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4535852.000000 Penalty: 12112.263672
	Iteration 27Q: 3 clusters Score -4535852 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -4535879.500000 Penalty: 12112.263672
	Iteration 28Q: 3 clusters Score -4535880 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -4535909.500000 Penalty: 12112.263672
	Iteration 29Q: 3 clusters Score -4535910 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -4535958.500000 Penalty: 12112.263672
	Iteration 30Q: 3 clusters Score -4535958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -4535971.500000 Penalty: 12112.263672
	Iteration 31Q: 3 clusters Score -4535972 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -4536010.500000 Penalty: 12112.263672
	Iteration 32Q: 3 clusters Score -4536010 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4536060.000000 Penalty: 12112.263672
	Iteration 33Q: 3 clusters Score -4536060 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4536094.000000 Penalty: 12112.263672
	Iteration 34Q: 3 clusters Score -4536094 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -4536132.000000 Penalty: 12112.263672
	Iteration 35Q: 3 clusters Score -4536132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4536166.500000 Penalty: 12112.263672
	Iteration 36Q: 3 clusters Score -4536166 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4536223.500000 Penalty: 12112.263672
	Iteration 37Q: 3 clusters Score -4536224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -4536256.000000 Penalty: 12112.263672
	Iteration 38Q: 3 clusters Score -4536256 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -4536298.000000 Penalty: 12112.263672
	Iteration 39Q: 3 clusters Score -4536298 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -4536327.500000 Penalty: 12112.263672
	Iteration 40F: 3 clusters Score -4536328 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4536372.000000 Penalty: 12112.263672
	Iteration 41Q: 3 clusters Score -4536372 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -4536424.500000 Penalty: 12112.263672
	Iteration 42Q: 3 clusters Score -4536424 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -4536472.000000 Penalty: 12112.263672
	Iteration 43Q: 3 clusters Score -4536472 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -4536534.000000 Penalty: 12112.263672
	Iteration 44Q: 3 clusters Score -4536534 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -4536601.000000 Penalty: 12112.263672
	Iteration 45Q: 3 clusters Score -4536601 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -4536698.500000 Penalty: 12112.263672
	Iteration 46Q: 3 clusters Score -4536698 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4536801.000000 Penalty: 12112.263672
	Iteration 47Q: 3 clusters Score -4536801 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -4536871.000000 Penalty: 12112.263672
	Iteration 48Q: 3 clusters Score -4536871 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -4536938.000000 Penalty: 12112.263672
	Iteration 49Q: 3 clusters Score -4536938 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -4537023.000000 Penalty: 12112.263672
	Iteration 50Q: 3 clusters Score -4537023 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4537094.000000 Penalty: 12112.263672
	Iteration 51Q: 3 clusters Score -4537094 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -4537200.500000 Penalty: 12112.263672
	Iteration 52Q: 3 clusters Score -4537200 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -4537322.000000 Penalty: 12112.263672
	Iteration 53Q: 3 clusters Score -4537322 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4537462.500000 Penalty: 12112.263672
	Iteration 54Q: 3 clusters Score -4537462 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4537629.500000 Penalty: 12112.263672
	Iteration 55Q: 3 clusters Score -4537630 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4537785.500000 Penalty: 12112.263672
	Iteration 56Q: 3 clusters Score -4537786 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4537947.000000 Penalty: 12112.263672
	Iteration 57Q: 3 clusters Score -4537947 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4538121.500000 Penalty: 12112.263672
	Iteration 58Q: 3 clusters Score -4538122 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4538306.500000 Penalty: 12112.263672
	Iteration 59Q: 3 clusters Score -4538306 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -4538472.000000 Penalty: 12112.263672
	Iteration 60F: 3 clusters Score -4538472 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4538685.000000 Penalty: 12112.263672
	Iteration 61Q: 3 clusters Score -4538685 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -4538893.500000 Penalty: 12112.263672
	Iteration 62Q: 3 clusters Score -4538894 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4539058.500000 Penalty: 12112.263672
	Iteration 63Q: 3 clusters Score -4539058 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -4539205.500000 Penalty: 12112.263672
	Iteration 64Q: 3 clusters Score -4539206 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4539334.000000 Penalty: 12112.263672
	Iteration 65Q: 3 clusters Score -4539334 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4539461.500000 Penalty: 12112.263672
	Iteration 66Q: 3 clusters Score -4539462 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4539562.500000 Penalty: 12112.263672
	Iteration 67Q: 3 clusters Score -4539562 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4539659.500000 Penalty: 12112.263672
	Iteration 68Q: 3 clusters Score -4539660 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4539722.000000 Penalty: 12112.263672
	Iteration 69Q: 3 clusters Score -4539722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4539799.000000 Penalty: 12112.263672
	Iteration 70Q: 3 clusters Score -4539799 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4539845.000000 Penalty: 12112.263672
	Iteration 71Q: 3 clusters Score -4539845 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -4539904.500000 Penalty: 12112.263672
	Iteration 72Q: 3 clusters Score -4539904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4539942.000000 Penalty: 12112.263672
	Iteration 73Q: 3 clusters Score -4539942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4539974.500000 Penalty: 12112.263672
	Iteration 74Q: 3 clusters Score -4539974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4540002.500000 Penalty: 12112.263672
	Iteration 75Q: 3 clusters Score -4540002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4540037.500000 Penalty: 12112.263672
	Iteration 76Q: 3 clusters Score -4540038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4540066.500000 Penalty: 12112.263672
	Iteration 77Q: 3 clusters Score -4540066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4540073.000000 Penalty: 12112.263672
	Iteration 78Q: 3 clusters Score -4540073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4540077.000000 Penalty: 12112.263672
	Iteration 79Q: 3 clusters Score -4540077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4540089.500000 Penalty: 12112.263672
	Iteration 80F: 3 clusters Score -4540090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4540103.500000 Penalty: 12112.263672
	Iteration 81Q: 3 clusters Score -4540104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4540106.000000 Penalty: 12112.263672
	Iteration 82Q: 3 clusters Score -4540106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -4540108.500000 Penalty: 12112.263672
	Iteration 83Q: 3 clusters Score -4540108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -4540112.500000 Penalty: 12112.263672
	Iteration 84Q: 3 clusters Score -4540112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4540117.000000 Penalty: 12112.263672
	Iteration 85Q: 3 clusters Score -4540117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4540128.000000 Penalty: 12112.263672
	Iteration 86Q: 3 clusters Score -4540128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4540152.500000 Penalty: 12112.263672
	Iteration 87Q: 3 clusters Score -4540152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4540155.500000 Penalty: 12112.263672
	Iteration 88Q: 3 clusters Score -4540156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -4540158.500000 Penalty: 12112.263672
	Iteration 89Q: 3 clusters Score -4540158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -4540168.000000 Penalty: 12112.263672
	Iteration 90Q: 3 clusters Score -4540168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4540178.000000 Penalty: 12112.263672
	Iteration 91Q: 3 clusters Score -4540178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4540191.500000 Penalty: 12112.263672
	Iteration 92Q: 3 clusters Score -4540192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4540202.000000 Penalty: 12112.263672
	Iteration 93Q: 3 clusters Score -4540202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4540213.500000 Penalty: 12112.263672
	Iteration 94Q: 3 clusters Score -4540214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -4540223.500000 Penalty: 12112.263672
	Iteration 95Q: 3 clusters Score -4540224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4540233.500000 Penalty: 12112.263672
	Iteration 96Q: 3 clusters Score -4540234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4540236.500000 Penalty: 12112.263672
	Iteration 97Q: 3 clusters Score -4540236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4540238.500000 Penalty: 12112.263672
	Iteration 98Q: 3 clusters Score -4540238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4540248.500000 Penalty: 12112.263672
	Iteration 99Q: 3 clusters Score -4540248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4540248.000000 Penalty: 12112.263672
	Iteration 100F: 3 clusters Score -4540248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4540247.000000 Penalty: 12112.263672
	Iteration 101Q: 3 clusters Score -4540247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -4540255.500000 Penalty: 12112.263672
	Iteration 102Q: 3 clusters Score -4540256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4540263.500000 Penalty: 12112.263672
	Iteration 103Q: 3 clusters Score -4540264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -4540265.000000 Penalty: 12112.263672
	Iteration 104Q: 3 clusters Score -4540265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4540272.500000 Penalty: 12112.263672
	Iteration 105Q: 3 clusters Score -4540272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -4540275.500000 Penalty: 12112.263672
	Iteration 106Q: 3 clusters Score -4540276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4540278.000000 Penalty: 12112.263672
	Iteration 107Q: 3 clusters Score -4540278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4540277.000000 Penalty: 12112.263672
	Iteration 108Q: 3 clusters Score -4540277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4540272.500000 Penalty: 12112.263672
	Iteration 109Q: 3 clusters Score -4540272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4540279.500000 Penalty: 12112.263672
	Iteration 110Q: 3 clusters Score -4540280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4540280.000000 Penalty: 12112.263672
	Iteration 111Q: 3 clusters Score -4540280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4540280.000000 Penalty: 12112.263672
	Iteration 112F: 3 clusters Score -4540280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98737 members 
Entering Unmasked Estep 
Score: -22708024.000000 Penalty: 7043.881348
	Iteration 0F: 2 clusters Score -2.270802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -22641434.000000 Penalty: 14087.762695
	Iteration 0F: 3 clusters Score -2.264143e+07 nChanged 45289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -22666592.000000 Penalty: 14087.762695
	Iteration 1F: 3 clusters Score -2.266659e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -22668192.000000 Penalty: 14087.762695
	Iteration 2Q: 3 clusters Score -2.266819e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -22670464.000000 Penalty: 14087.762695
	Iteration 3Q: 3 clusters Score -2.267046e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -22674144.000000 Penalty: 14087.762695
	Iteration 4F: 3 clusters Score -2.267414e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -22679848.000000 Penalty: 14087.762695
	Iteration 5F: 3 clusters Score -2.267985e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -22686682.000000 Penalty: 14087.762695
	Iteration 6F: 3 clusters Score -2.268668e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -22692774.000000 Penalty: 14087.762695
	Iteration 7F: 3 clusters Score -2.269277e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -22697274.000000 Penalty: 14087.762695
	Iteration 8F: 3 clusters Score -2.269727e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -22700672.000000 Penalty: 14087.762695
	Iteration 9Q: 3 clusters Score -2.270067e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -22702652.000000 Penalty: 14087.762695
	Iteration 10Q: 3 clusters Score -2.270265e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -22703866.000000 Penalty: 14087.762695
	Iteration 11Q: 3 clusters Score -2.270387e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -22704402.000000 Penalty: 14087.762695
	Iteration 12Q: 3 clusters Score -2.27044e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -22704664.000000 Penalty: 14087.762695
	Iteration 13Q: 3 clusters Score -2.270466e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -22704818.000000 Penalty: 14087.762695
	Iteration 14Q: 3 clusters Score -2.270482e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -22704916.000000 Penalty: 14087.762695
	Iteration 15Q: 3 clusters Score -2.270492e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -22704928.000000 Penalty: 14087.762695
	Iteration 16Q: 3 clusters Score -2.270493e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -22704980.000000 Penalty: 14087.762695
	Iteration 17Q: 3 clusters Score -2.270498e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -22705026.000000 Penalty: 14087.762695
	Iteration 18Q: 3 clusters Score -2.270503e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -22705052.000000 Penalty: 14087.762695
	Iteration 19Q: 3 clusters Score -2.270505e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -22705092.000000 Penalty: 14087.762695
	Iteration 20F: 3 clusters Score -2.270509e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -22705090.000000 Penalty: 14087.762695
	Iteration 21Q: 3 clusters Score -2.270509e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -22705140.000000 Penalty: 14087.762695
	Iteration 22Q: 3 clusters Score -2.270514e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -22705164.000000 Penalty: 14087.762695
	Iteration 23Q: 3 clusters Score -2.270516e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -22705180.000000 Penalty: 14087.762695
	Iteration 24Q: 3 clusters Score -2.270518e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -22705234.000000 Penalty: 14087.762695
	Iteration 25Q: 3 clusters Score -2.270523e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -22705270.000000 Penalty: 14087.762695
	Iteration 26Q: 3 clusters Score -2.270527e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -22705300.000000 Penalty: 14087.762695
	Iteration 27Q: 3 clusters Score -2.27053e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -22705366.000000 Penalty: 14087.762695
	Iteration 28Q: 3 clusters Score -2.270537e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -22705372.000000 Penalty: 14087.762695
	Iteration 29Q: 3 clusters Score -2.270537e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89864 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -22705392.000000 Penalty: 14087.762695
	Iteration 30Q: 3 clusters Score -2.270539e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -22705378.000000 Penalty: 14087.762695
	Iteration 31Q: 3 clusters Score -2.270538e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -22705410.000000 Penalty: 14087.762695
	Iteration 32Q: 3 clusters Score -2.270541e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -22705406.000000 Penalty: 14087.762695
	Iteration 33Q: 3 clusters Score -2.270541e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -22705408.000000 Penalty: 14087.762695
	Iteration 34Q: 3 clusters Score -2.270541e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -22705398.000000 Penalty: 14087.762695
	Iteration 35Q: 3 clusters Score -2.27054e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -22705416.000000 Penalty: 14087.762695
	Iteration 36Q: 3 clusters Score -2.270542e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -22705446.000000 Penalty: 14087.762695
	Iteration 37Q: 3 clusters Score -2.270545e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -22705456.000000 Penalty: 14087.762695
	Iteration 38Q: 3 clusters Score -2.270546e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -22705482.000000 Penalty: 14087.762695
	Iteration 39Q: 3 clusters Score -2.270548e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -22705456.000000 Penalty: 14087.762695
	Iteration 40F: 3 clusters Score -2.270546e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -22705478.000000 Penalty: 14087.762695
	Iteration 41Q: 3 clusters Score -2.270548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -22705502.000000 Penalty: 14087.762695
	Iteration 42Q: 3 clusters Score -2.27055e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90476 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -22705518.000000 Penalty: 14087.762695
	Iteration 43Q: 3 clusters Score -2.270552e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -22705542.000000 Penalty: 14087.762695
	Iteration 44Q: 3 clusters Score -2.270554e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -22705498.000000 Penalty: 14087.762695
	Iteration 45Q: 3 clusters Score -2.27055e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -22705520.000000 Penalty: 14087.762695
	Iteration 46Q: 3 clusters Score -2.270552e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -22705530.000000 Penalty: 14087.762695
	Iteration 47Q: 3 clusters Score -2.270553e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -22705538.000000 Penalty: 14087.762695
	Iteration 48Q: 3 clusters Score -2.270554e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -22705556.000000 Penalty: 14087.762695
	Iteration 49Q: 3 clusters Score -2.270556e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -22705574.000000 Penalty: 14087.762695
	Iteration 50Q: 3 clusters Score -2.270557e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -22705560.000000 Penalty: 14087.762695
	Iteration 51Q: 3 clusters Score -2.270556e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -22705578.000000 Penalty: 14087.762695
	Iteration 52Q: 3 clusters Score -2.270558e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90910 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -22705566.000000 Penalty: 14087.762695
	Iteration 53Q: 3 clusters Score -2.270557e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -22705610.000000 Penalty: 14087.762695
	Iteration 54Q: 3 clusters Score -2.270561e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -22705620.000000 Penalty: 14087.762695
	Iteration 55Q: 3 clusters Score -2.270562e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -22705652.000000 Penalty: 14087.762695
	Iteration 56Q: 3 clusters Score -2.270565e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -22705690.000000 Penalty: 14087.762695
	Iteration 57Q: 3 clusters Score -2.270569e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91134 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -22705738.000000 Penalty: 14087.762695
	Iteration 58Q: 3 clusters Score -2.270574e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -22705720.000000 Penalty: 14087.762695
	Iteration 59Q: 3 clusters Score -2.270572e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -22705714.000000 Penalty: 14087.762695
	Iteration 60F: 3 clusters Score -2.270571e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -22705736.000000 Penalty: 14087.762695
	Iteration 61Q: 3 clusters Score -2.270574e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -22705732.000000 Penalty: 14087.762695
	Iteration 62Q: 3 clusters Score -2.270573e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -22705752.000000 Penalty: 14087.762695
	Iteration 63Q: 3 clusters Score -2.270575e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -22705730.000000 Penalty: 14087.762695
	Iteration 64Q: 3 clusters Score -2.270573e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91468 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -22705768.000000 Penalty: 14087.762695
	Iteration 65Q: 3 clusters Score -2.270577e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -22705750.000000 Penalty: 14087.762695
	Iteration 66Q: 3 clusters Score -2.270575e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91525 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -22705744.000000 Penalty: 14087.762695
	Iteration 67Q: 3 clusters Score -2.270574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -22705718.000000 Penalty: 14087.762695
	Iteration 68Q: 3 clusters Score -2.270572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91549 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -22705734.000000 Penalty: 14087.762695
	Iteration 69Q: 3 clusters Score -2.270573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -22705764.000000 Penalty: 14087.762695
	Iteration 70Q: 3 clusters Score -2.270576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -22705742.000000 Penalty: 14087.762695
	Iteration 71Q: 3 clusters Score -2.270574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -22705764.000000 Penalty: 14087.762695
	Iteration 72Q: 3 clusters Score -2.270576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -22705778.000000 Penalty: 14087.762695
	Iteration 73Q: 3 clusters Score -2.270578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -22705752.000000 Penalty: 14087.762695
	Iteration 74Q: 3 clusters Score -2.270575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -22705770.000000 Penalty: 14087.762695
	Iteration 75Q: 3 clusters Score -2.270577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -22705788.000000 Penalty: 14087.762695
	Iteration 76Q: 3 clusters Score -2.270579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -22705810.000000 Penalty: 14087.762695
	Iteration 77Q: 3 clusters Score -2.270581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -22705760.000000 Penalty: 14087.762695
	Iteration 78Q: 3 clusters Score -2.270576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -22705744.000000 Penalty: 14087.762695
	Iteration 79Q: 3 clusters Score -2.270574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91667 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -22705754.000000 Penalty: 14087.762695
	Iteration 80F: 3 clusters Score -2.270575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -22705732.000000 Penalty: 14087.762695
	Iteration 81Q: 3 clusters Score -2.270573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -22705734.000000 Penalty: 14087.762695
	Iteration 82Q: 3 clusters Score -2.270573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -22705726.000000 Penalty: 14087.762695
	Iteration 83Q: 3 clusters Score -2.270573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -22705714.000000 Penalty: 14087.762695
	Iteration 84Q: 3 clusters Score -2.270571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -22705714.000000 Penalty: 14087.762695
	Iteration 85F: 3 clusters Score -2.270571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61257 members 
Entering Unmasked Estep 
Score: -14008016.000000 Penalty: 6751.485840
	Iteration 0F: 2 clusters Score -1.400802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -13964828.000000 Penalty: 13502.971680
	Iteration 0F: 3 clusters Score -1.396483e+07 nChanged 27398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -13979489.000000 Penalty: 13502.971680
	Iteration 1F: 3 clusters Score -1.397949e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -13980440.000000 Penalty: 13502.971680
	Iteration 2Q: 3 clusters Score -1.398044e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -13981185.000000 Penalty: 13502.971680
	Iteration 3Q: 3 clusters Score -1.398118e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -13981944.000000 Penalty: 13502.971680
	Iteration 4Q: 3 clusters Score -1.398194e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -13982564.000000 Penalty: 13502.971680
	Iteration 5Q: 3 clusters Score -1.398256e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -13983207.000000 Penalty: 13502.971680
	Iteration 6Q: 3 clusters Score -1.398321e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -13983949.000000 Penalty: 13502.971680
	Iteration 7Q: 3 clusters Score -1.398395e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -13984877.000000 Penalty: 13502.971680
	Iteration 8Q: 3 clusters Score -1.398488e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -13986320.000000 Penalty: 13502.971680
	Iteration 9Q: 3 clusters Score -1.398632e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -13988290.000000 Penalty: 13502.971680
	Iteration 10F: 3 clusters Score -1.398829e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -13990902.000000 Penalty: 13502.971680
	Iteration 11F: 3 clusters Score -1.39909e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -13993989.000000 Penalty: 13502.971680
	Iteration 12F: 3 clusters Score -1.399399e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -13996974.000000 Penalty: 13502.971680
	Iteration 13F: 3 clusters Score -1.399697e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -13999053.000000 Penalty: 13502.971680
	Iteration 14Q: 3 clusters Score -1.399905e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -14000283.000000 Penalty: 13502.971680
	Iteration 15Q: 3 clusters Score -1.400028e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -14000973.000000 Penalty: 13502.971680
	Iteration 16Q: 3 clusters Score -1.400097e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -14001394.000000 Penalty: 13502.971680
	Iteration 17Q: 3 clusters Score -1.400139e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -14001625.000000 Penalty: 13502.971680
	Iteration 18Q: 3 clusters Score -1.400162e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -14001770.000000 Penalty: 13502.971680
	Iteration 19Q: 3 clusters Score -1.400177e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -14001826.000000 Penalty: 13502.971680
	Iteration 20F: 3 clusters Score -1.400183e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -14001886.000000 Penalty: 13502.971680
	Iteration 21Q: 3 clusters Score -1.400189e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -14001936.000000 Penalty: 13502.971680
	Iteration 22Q: 3 clusters Score -1.400194e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -14001975.000000 Penalty: 13502.971680
	Iteration 23Q: 3 clusters Score -1.400198e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -14002013.000000 Penalty: 13502.971680
	Iteration 24Q: 3 clusters Score -1.400201e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -14002053.000000 Penalty: 13502.971680
	Iteration 25Q: 3 clusters Score -1.400205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -14002063.000000 Penalty: 13502.971680
	Iteration 26Q: 3 clusters Score -1.400206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -14002084.000000 Penalty: 13502.971680
	Iteration 27Q: 3 clusters Score -1.400208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -14002115.000000 Penalty: 13502.971680
	Iteration 28Q: 3 clusters Score -1.400212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -14002123.000000 Penalty: 13502.971680
	Iteration 29Q: 3 clusters Score -1.400212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -14002120.000000 Penalty: 13502.971680
	Iteration 30Q: 3 clusters Score -1.400212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -14002131.000000 Penalty: 13502.971680
	Iteration 31Q: 3 clusters Score -1.400213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -14002136.000000 Penalty: 13502.971680
	Iteration 32Q: 3 clusters Score -1.400214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -14002142.000000 Penalty: 13502.971680
	Iteration 33Q: 3 clusters Score -1.400214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -14002138.000000 Penalty: 13502.971680
	Iteration 34Q: 3 clusters Score -1.400214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -14002146.000000 Penalty: 13502.971680
	Iteration 35Q: 3 clusters Score -1.400215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -14002139.000000 Penalty: 13502.971680
	Iteration 36Q: 3 clusters Score -1.400214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -14002148.000000 Penalty: 13502.971680
	Iteration 37Q: 3 clusters Score -1.400215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -14002149.000000 Penalty: 13502.971680
	Iteration 38Q: 3 clusters Score -1.400215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -14002140.000000 Penalty: 13502.971680
	Iteration 39Q: 3 clusters Score -1.400214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -14002136.000000 Penalty: 13502.971680
	Iteration 40F: 3 clusters Score -1.400214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -14002132.000000 Penalty: 13502.971680
	Iteration 41Q: 3 clusters Score -1.400213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -14002132.000000 Penalty: 13502.971680
	Iteration 42F: 3 clusters Score -1.400213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Entering Unmasked Estep 
Score: -3018505.000000 Penalty: 5832.946777
	Iteration 0F: 2 clusters Score -3018505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3005989.250000 Penalty: 11665.893555
	Iteration 0F: 3 clusters Score -3005989 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3008917.000000 Penalty: 11665.893555
	Iteration 1F: 3 clusters Score -3008917 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3009372.250000 Penalty: 11665.893555
	Iteration 2F: 3 clusters Score -3009372 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3009701.000000 Penalty: 11665.893555
	Iteration 3Q: 3 clusters Score -3009701 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3009948.500000 Penalty: 11665.893555
	Iteration 4Q: 3 clusters Score -3009948 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3010135.250000 Penalty: 11665.893555
	Iteration 5Q: 3 clusters Score -3010135 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3010282.000000 Penalty: 11665.893555
	Iteration 6Q: 3 clusters Score -3010282 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3010427.000000 Penalty: 11665.893555
	Iteration 7Q: 3 clusters Score -3010427 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3010543.750000 Penalty: 11665.893555
	Iteration 8Q: 3 clusters Score -3010544 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3010645.750000 Penalty: 11665.893555
	Iteration 9Q: 3 clusters Score -3010646 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3010750.250000 Penalty: 11665.893555
	Iteration 10Q: 3 clusters Score -3010750 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3010860.500000 Penalty: 11665.893555
	Iteration 11Q: 3 clusters Score -3010860 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3010961.500000 Penalty: 11665.893555
	Iteration 12Q: 3 clusters Score -3010962 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3011042.500000 Penalty: 11665.893555
	Iteration 13Q: 3 clusters Score -3011042 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3011127.750000 Penalty: 11665.893555
	Iteration 14Q: 3 clusters Score -3011128 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3011233.000000 Penalty: 11665.893555
	Iteration 15Q: 3 clusters Score -3011233 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3011350.750000 Penalty: 11665.893555
	Iteration 16Q: 3 clusters Score -3011351 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3011498.750000 Penalty: 11665.893555
	Iteration 17Q: 3 clusters Score -3011499 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3011669.000000 Penalty: 11665.893555
	Iteration 18Q: 3 clusters Score -3011669 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3011833.000000 Penalty: 11665.893555
	Iteration 19Q: 3 clusters Score -3011833 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3012028.250000 Penalty: 11665.893555
	Iteration 20F: 3 clusters Score -3012028 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3012213.750000 Penalty: 11665.893555
	Iteration 21Q: 3 clusters Score -3012214 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3012401.250000 Penalty: 11665.893555
	Iteration 22Q: 3 clusters Score -3012401 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3012634.500000 Penalty: 11665.893555
	Iteration 23Q: 3 clusters Score -3012634 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3012826.000000 Penalty: 11665.893555
	Iteration 24Q: 3 clusters Score -3012826 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3013028.000000 Penalty: 11665.893555
	Iteration 25Q: 3 clusters Score -3013028 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3013220.750000 Penalty: 11665.893555
	Iteration 26Q: 3 clusters Score -3013221 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3013410.500000 Penalty: 11665.893555
	Iteration 27Q: 3 clusters Score -3013410 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3013567.250000 Penalty: 11665.893555
	Iteration 28Q: 3 clusters Score -3013567 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3013704.000000 Penalty: 11665.893555
	Iteration 29Q: 3 clusters Score -3013704 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3013808.500000 Penalty: 11665.893555
	Iteration 30Q: 3 clusters Score -3013808 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3013908.000000 Penalty: 11665.893555
	Iteration 31Q: 3 clusters Score -3013908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3013988.500000 Penalty: 11665.893555
	Iteration 32Q: 3 clusters Score -3013988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3014042.000000 Penalty: 11665.893555
	Iteration 33Q: 3 clusters Score -3014042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3014083.000000 Penalty: 11665.893555
	Iteration 34Q: 3 clusters Score -3014083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3014094.250000 Penalty: 11665.893555
	Iteration 35Q: 3 clusters Score -3014094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3014104.250000 Penalty: 11665.893555
	Iteration 36Q: 3 clusters Score -3014104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3014115.000000 Penalty: 11665.893555
	Iteration 37Q: 3 clusters Score -3014115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3014123.250000 Penalty: 11665.893555
	Iteration 38Q: 3 clusters Score -3014123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3014126.750000 Penalty: 11665.893555
	Iteration 39Q: 3 clusters Score -3014127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3014134.750000 Penalty: 11665.893555
	Iteration 40F: 3 clusters Score -3014135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3014135.000000 Penalty: 11665.893555
	Iteration 41Q: 3 clusters Score -3014135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3014141.000000 Penalty: 11665.893555
	Iteration 42Q: 3 clusters Score -3014141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3014149.500000 Penalty: 11665.893555
	Iteration 43Q: 3 clusters Score -3014150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3014151.500000 Penalty: 11665.893555
	Iteration 44Q: 3 clusters Score -3014152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3014151.500000 Penalty: 11665.893555
	Iteration 45F: 3 clusters Score -3014152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122841 members 
Entering Unmasked Estep 
Score: -28067182.000000 Penalty: 7177.670898
	Iteration 0F: 2 clusters Score -2.806718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -27986050.000000 Penalty: 14355.341797
	Iteration 0F: 3 clusters Score -2.798605e+07 nChanged 56374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -28017390.000000 Penalty: 14355.341797
	Iteration 1F: 3 clusters Score -2.801739e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -28018716.000000 Penalty: 14355.341797
	Iteration 2Q: 3 clusters Score -2.801872e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -28020340.000000 Penalty: 14355.341797
	Iteration 3Q: 3 clusters Score -2.802034e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -28022096.000000 Penalty: 14355.341797
	Iteration 4Q: 3 clusters Score -2.80221e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -28024068.000000 Penalty: 14355.341797
	Iteration 5Q: 3 clusters Score -2.802407e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -28026530.000000 Penalty: 14355.341797
	Iteration 6Q: 3 clusters Score -2.802653e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -28029170.000000 Penalty: 14355.341797
	Iteration 7Q: 3 clusters Score -2.802917e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -28031768.000000 Penalty: 14355.341797
	Iteration 8Q: 3 clusters Score -2.803177e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -28035030.000000 Penalty: 14355.341797
	Iteration 9Q: 3 clusters Score -2.803503e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -28038586.000000 Penalty: 14355.341797
	Iteration 10F: 3 clusters Score -2.803859e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -28042022.000000 Penalty: 14355.341797
	Iteration 11Q: 3 clusters Score -2.804202e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -28044906.000000 Penalty: 14355.341797
	Iteration 12Q: 3 clusters Score -2.804491e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -28047012.000000 Penalty: 14355.341797
	Iteration 13Q: 3 clusters Score -2.804701e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -28048530.000000 Penalty: 14355.341797
	Iteration 14Q: 3 clusters Score -2.804853e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 92546 members 
Entering Unmasked Estep 
Score: -28049802.000000 Penalty: 14355.341797
	Iteration 15Q: 3 clusters Score -2.80498e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -28050714.000000 Penalty: 14355.341797
	Iteration 16Q: 3 clusters Score -2.805071e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -28051498.000000 Penalty: 14355.341797
	Iteration 17Q: 3 clusters Score -2.80515e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -28052366.000000 Penalty: 14355.341797
	Iteration 18Q: 3 clusters Score -2.805237e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 101518 members 
Entering Unmasked Estep 
Score: -28053328.000000 Penalty: 14355.341797
	Iteration 19Q: 3 clusters Score -2.805333e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 103478 members 
Entering Unmasked Estep 
Score: -28054166.000000 Penalty: 14355.341797
	Iteration 20F: 3 clusters Score -2.805417e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 105342 members 
Entering Unmasked Estep 
Score: -28055328.000000 Penalty: 14355.341797
	Iteration 21Q: 3 clusters Score -2.805533e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -28056144.000000 Penalty: 14355.341797
	Iteration 22Q: 3 clusters Score -2.805614e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -28057010.000000 Penalty: 14355.341797
	Iteration 23Q: 3 clusters Score -2.805701e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 110255 members 
Entering Unmasked Estep 
Score: -28057804.000000 Penalty: 14355.341797
	Iteration 24Q: 3 clusters Score -2.80578e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 111620 members 
Entering Unmasked Estep 
Score: -28058648.000000 Penalty: 14355.341797
	Iteration 25Q: 3 clusters Score -2.805865e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -28059404.000000 Penalty: 14355.341797
	Iteration 26Q: 3 clusters Score -2.80594e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 113968 members 
Entering Unmasked Estep 
Score: -28060034.000000 Penalty: 14355.341797
	Iteration 27Q: 3 clusters Score -2.806003e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 114901 members 
Entering Unmasked Estep 
Score: -28060534.000000 Penalty: 14355.341797
	Iteration 28Q: 3 clusters Score -2.806053e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 115682 members 
Entering Unmasked Estep 
Score: -28060974.000000 Penalty: 14355.341797
	Iteration 29Q: 3 clusters Score -2.806097e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 116344 members 
Entering Unmasked Estep 
Score: -28061306.000000 Penalty: 14355.341797
	Iteration 30Q: 3 clusters Score -2.806131e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 116871 members 
Entering Unmasked Estep 
Score: -28061632.000000 Penalty: 14355.341797
	Iteration 31Q: 3 clusters Score -2.806163e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -28061828.000000 Penalty: 14355.341797
	Iteration 32Q: 3 clusters Score -2.806183e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 117576 members 
Entering Unmasked Estep 
Score: -28061908.000000 Penalty: 14355.341797
	Iteration 33Q: 3 clusters Score -2.806191e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 117800 members 
Entering Unmasked Estep 
Score: -28061980.000000 Penalty: 14355.341797
	Iteration 34Q: 3 clusters Score -2.806198e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 117965 members 
Entering Unmasked Estep 
Score: -28062132.000000 Penalty: 14355.341797
	Iteration 35Q: 3 clusters Score -2.806213e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -28062182.000000 Penalty: 14355.341797
	Iteration 36Q: 3 clusters Score -2.806218e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 118206 members 
Entering Unmasked Estep 
Score: -28062250.000000 Penalty: 14355.341797
	Iteration 37Q: 3 clusters Score -2.806225e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 118329 members 
Entering Unmasked Estep 
Score: -28062312.000000 Penalty: 14355.341797
	Iteration 38Q: 3 clusters Score -2.806231e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 118413 members 
Entering Unmasked Estep 
Score: -28062360.000000 Penalty: 14355.341797
	Iteration 39Q: 3 clusters Score -2.806236e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 118499 members 
Entering Unmasked Estep 
Score: -28062446.000000 Penalty: 14355.341797
	Iteration 40F: 3 clusters Score -2.806245e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 118530 members 
Entering Unmasked Estep 
Score: -28062526.000000 Penalty: 14355.341797
	Iteration 41Q: 3 clusters Score -2.806253e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 118569 members 
Entering Unmasked Estep 
Score: -28062598.000000 Penalty: 14355.341797
	Iteration 42Q: 3 clusters Score -2.80626e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 118572 members 
Entering Unmasked Estep 
Score: -28062716.000000 Penalty: 14355.341797
	Iteration 43Q: 3 clusters Score -2.806272e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 118555 members 
Entering Unmasked Estep 
Score: -28062834.000000 Penalty: 14355.341797
	Iteration 44Q: 3 clusters Score -2.806283e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 118492 members 
Entering Unmasked Estep 
Score: -28063006.000000 Penalty: 14355.341797
	Iteration 45Q: 3 clusters Score -2.806301e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 118406 members 
Entering Unmasked Estep 
Score: -28063276.000000 Penalty: 14355.341797
	Iteration 46Q: 3 clusters Score -2.806328e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 118313 members 
Entering Unmasked Estep 
Score: -28063506.000000 Penalty: 14355.341797
	Iteration 47Q: 3 clusters Score -2.806351e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -28063692.000000 Penalty: 14355.341797
	Iteration 48Q: 3 clusters Score -2.806369e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 118273 members 
Entering Unmasked Estep 
Score: -28063750.000000 Penalty: 14355.341797
	Iteration 49Q: 3 clusters Score -2.806375e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
Score: -28063818.000000 Penalty: 14355.341797
	Iteration 50Q: 3 clusters Score -2.806382e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 118305 members 
Entering Unmasked Estep 
Score: -28063900.000000 Penalty: 14355.341797
	Iteration 51Q: 3 clusters Score -2.80639e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 118351 members 
Entering Unmasked Estep 
Score: -28063944.000000 Penalty: 14355.341797
	Iteration 52Q: 3 clusters Score -2.806394e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 118394 members 
Entering Unmasked Estep 
Score: -28063946.000000 Penalty: 14355.341797
	Iteration 53Q: 3 clusters Score -2.806395e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -28063966.000000 Penalty: 14355.341797
	Iteration 54Q: 3 clusters Score -2.806397e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 118468 members 
Entering Unmasked Estep 
Score: -28064016.000000 Penalty: 14355.341797
	Iteration 55Q: 3 clusters Score -2.806402e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 118517 members 
Entering Unmasked Estep 
Score: -28064018.000000 Penalty: 14355.341797
	Iteration 56Q: 3 clusters Score -2.806402e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 118561 members 
Entering Unmasked Estep 
Score: -28063988.000000 Penalty: 14355.341797
	Iteration 57Q: 3 clusters Score -2.806399e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 118592 members 
Entering Unmasked Estep 
Score: -28063994.000000 Penalty: 14355.341797
	Iteration 58Q: 3 clusters Score -2.806399e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 118639 members 
Entering Unmasked Estep 
Score: -28064014.000000 Penalty: 14355.341797
	Iteration 59Q: 3 clusters Score -2.806401e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 118688 members 
Entering Unmasked Estep 
Score: -28064414.000000 Penalty: 14355.341797
	Iteration 60F: 3 clusters Score -2.806441e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -28064720.000000 Penalty: 14355.341797
	Iteration 61Q: 3 clusters Score -2.806472e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -28064986.000000 Penalty: 14355.341797
	Iteration 62Q: 3 clusters Score -2.806499e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 118326 members 
Entering Unmasked Estep 
Score: -28065194.000000 Penalty: 14355.341797
	Iteration 63Q: 3 clusters Score -2.806519e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 118262 members 
Entering Unmasked Estep 
Score: -28065304.000000 Penalty: 14355.341797
	Iteration 64Q: 3 clusters Score -2.80653e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 118224 members 
Entering Unmasked Estep 
Score: -28065458.000000 Penalty: 14355.341797
	Iteration 65Q: 3 clusters Score -2.806546e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
Score: -28065566.000000 Penalty: 14355.341797
	Iteration 66Q: 3 clusters Score -2.806557e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 118184 members 
Entering Unmasked Estep 
Score: -28065602.000000 Penalty: 14355.341797
	Iteration 67Q: 3 clusters Score -2.80656e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 118181 members 
Entering Unmasked Estep 
Score: -28065654.000000 Penalty: 14355.341797
	Iteration 68Q: 3 clusters Score -2.806565e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -28065688.000000 Penalty: 14355.341797
	Iteration 69Q: 3 clusters Score -2.806569e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 118181 members 
Entering Unmasked Estep 
Score: -28065716.000000 Penalty: 14355.341797
	Iteration 70Q: 3 clusters Score -2.806572e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 118174 members 
Entering Unmasked Estep 
Score: -28065784.000000 Penalty: 14355.341797
	Iteration 71Q: 3 clusters Score -2.806578e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -28065736.000000 Penalty: 14355.341797
	Iteration 72Q: 3 clusters Score -2.806574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -28065720.000000 Penalty: 14355.341797
	Iteration 73Q: 3 clusters Score -2.806572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -28065748.000000 Penalty: 14355.341797
	Iteration 74Q: 3 clusters Score -2.806575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -28065722.000000 Penalty: 14355.341797
	Iteration 75Q: 3 clusters Score -2.806572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 118180 members 
Entering Unmasked Estep 
Score: -28065730.000000 Penalty: 14355.341797
	Iteration 76Q: 3 clusters Score -2.806573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 118175 members 
Entering Unmasked Estep 
Score: -28065744.000000 Penalty: 14355.341797
	Iteration 77Q: 3 clusters Score -2.806574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 118170 members 
Entering Unmasked Estep 
Score: -28065744.000000 Penalty: 14355.341797
	Iteration 78Q: 3 clusters Score -2.806574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 118170 members 
Entering Unmasked Estep 
Score: -28065734.000000 Penalty: 14355.341797
	Iteration 79Q: 3 clusters Score -2.806573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -28065740.000000 Penalty: 14355.341797
	Iteration 80F: 3 clusters Score -2.806574e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 118147 members 
Entering Unmasked Estep 
Score: -28065766.000000 Penalty: 14355.341797
	Iteration 81Q: 3 clusters Score -2.806577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 118135 members 
Entering Unmasked Estep 
Score: -28065762.000000 Penalty: 14355.341797
	Iteration 82Q: 3 clusters Score -2.806576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 118128 members 
Entering Unmasked Estep 
Score: -28065780.000000 Penalty: 14355.341797
	Iteration 83Q: 3 clusters Score -2.806578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -28065788.000000 Penalty: 14355.341797
	Iteration 84Q: 3 clusters Score -2.806579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -28065774.000000 Penalty: 14355.341797
	Iteration 85Q: 3 clusters Score -2.806577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 118123 members 
Entering Unmasked Estep 
Score: -28065772.000000 Penalty: 14355.341797
	Iteration 86Q: 3 clusters Score -2.806577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 118123 members 
Entering Unmasked Estep 
Score: -28065772.000000 Penalty: 14355.341797
	Iteration 87F: 3 clusters Score -2.806577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Entering Unmasked Estep 
Score: -9757976.000000 Penalty: 6530.647949
	Iteration 0F: 2 clusters Score -9757976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -9727104.000000 Penalty: 13061.295898
	Iteration 0F: 3 clusters Score -9727104 nChanged 18506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -9736909.000000 Penalty: 13061.295898
	Iteration 1F: 3 clusters Score -9736909 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -9737889.000000 Penalty: 13061.295898
	Iteration 2F: 3 clusters Score -9737889 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -9738678.000000 Penalty: 13061.295898
	Iteration 3Q: 3 clusters Score -9738678 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -9739361.000000 Penalty: 13061.295898
	Iteration 4Q: 3 clusters Score -9739361 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -9740003.000000 Penalty: 13061.295898
	Iteration 5Q: 3 clusters Score -9740003 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -9740680.000000 Penalty: 13061.295898
	Iteration 6Q: 3 clusters Score -9740680 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -9741354.000000 Penalty: 13061.295898
	Iteration 7Q: 3 clusters Score -9741354 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -9742191.000000 Penalty: 13061.295898
	Iteration 8Q: 3 clusters Score -9742191 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -9743235.000000 Penalty: 13061.295898
	Iteration 9Q: 3 clusters Score -9743235 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -9744626.000000 Penalty: 13061.295898
	Iteration 10Q: 3 clusters Score -9744626 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -9746220.000000 Penalty: 13061.295898
	Iteration 11F: 3 clusters Score -9746220 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -9747787.000000 Penalty: 13061.295898
	Iteration 12Q: 3 clusters Score -9747787 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -9749202.000000 Penalty: 13061.295898
	Iteration 13Q: 3 clusters Score -9749202 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -9750283.000000 Penalty: 13061.295898
	Iteration 14Q: 3 clusters Score -9750283 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9750990.000000 Penalty: 13061.295898
	Iteration 15Q: 3 clusters Score -9750990 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9751513.000000 Penalty: 13061.295898
	Iteration 16Q: 3 clusters Score -9751513 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9751736.000000 Penalty: 13061.295898
	Iteration 17Q: 3 clusters Score -9751736 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9751865.000000 Penalty: 13061.295898
	Iteration 18Q: 3 clusters Score -9751865 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9751989.000000 Penalty: 13061.295898
	Iteration 19Q: 3 clusters Score -9751989 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9752042.000000 Penalty: 13061.295898
	Iteration 20F: 3 clusters Score -9752042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9752085.000000 Penalty: 13061.295898
	Iteration 21Q: 3 clusters Score -9752085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9752130.000000 Penalty: 13061.295898
	Iteration 22Q: 3 clusters Score -9752130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9752171.000000 Penalty: 13061.295898
	Iteration 23Q: 3 clusters Score -9752171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9752194.000000 Penalty: 13061.295898
	Iteration 24Q: 3 clusters Score -9752194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9752228.000000 Penalty: 13061.295898
	Iteration 25Q: 3 clusters Score -9752228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9752257.000000 Penalty: 13061.295898
	Iteration 26Q: 3 clusters Score -9752257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9752255.000000 Penalty: 13061.295898
	Iteration 27Q: 3 clusters Score -9752255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9752274.000000 Penalty: 13061.295898
	Iteration 28Q: 3 clusters Score -9752274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9752279.000000 Penalty: 13061.295898
	Iteration 29Q: 3 clusters Score -9752279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9752276.000000 Penalty: 13061.295898
	Iteration 30Q: 3 clusters Score -9752276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9752287.000000 Penalty: 13061.295898
	Iteration 31Q: 3 clusters Score -9752287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9752301.000000 Penalty: 13061.295898
	Iteration 32Q: 3 clusters Score -9752301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9752307.000000 Penalty: 13061.295898
	Iteration 33Q: 3 clusters Score -9752307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9752313.000000 Penalty: 13061.295898
	Iteration 34Q: 3 clusters Score -9752313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9752318.000000 Penalty: 13061.295898
	Iteration 35Q: 3 clusters Score -9752318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9752315.000000 Penalty: 13061.295898
	Iteration 36Q: 3 clusters Score -9752315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9752308.000000 Penalty: 13061.295898
	Iteration 37Q: 3 clusters Score -9752308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9752319.000000 Penalty: 13061.295898
	Iteration 38Q: 3 clusters Score -9752319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9752330.000000 Penalty: 13061.295898
	Iteration 39Q: 3 clusters Score -9752330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9752341.000000 Penalty: 13061.295898
	Iteration 40F: 3 clusters Score -9752341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9752347.000000 Penalty: 13061.295898
	Iteration 41Q: 3 clusters Score -9752347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9752343.000000 Penalty: 13061.295898
	Iteration 42Q: 3 clusters Score -9752343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9752351.000000 Penalty: 13061.295898
	Iteration 43Q: 3 clusters Score -9752351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9752353.000000 Penalty: 13061.295898
	Iteration 44Q: 3 clusters Score -9752353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9752370.000000 Penalty: 13061.295898
	Iteration 45Q: 3 clusters Score -9752370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9752362.000000 Penalty: 13061.295898
	Iteration 46Q: 3 clusters Score -9752362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9752378.000000 Penalty: 13061.295898
	Iteration 47Q: 3 clusters Score -9752378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9752375.000000 Penalty: 13061.295898
	Iteration 48Q: 3 clusters Score -9752375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9752374.000000 Penalty: 13061.295898
	Iteration 49Q: 3 clusters Score -9752374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9752374.000000 Penalty: 13061.295898
	Iteration 50F: 3 clusters Score -9752374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119083 members 
Entering Unmasked Estep 
Score: -27050964.000000 Penalty: 7158.640625
	Iteration 0F: 2 clusters Score -2.705096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -26969960.000000 Penalty: 14317.281250
	Iteration 0F: 3 clusters Score -2.696996e+07 nChanged 55196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -27000754.000000 Penalty: 14317.281250
	Iteration 1F: 3 clusters Score -2.700075e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -27001954.000000 Penalty: 14317.281250
	Iteration 2Q: 3 clusters Score -2.700195e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -27003058.000000 Penalty: 14317.281250
	Iteration 3Q: 3 clusters Score -2.700306e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -27004056.000000 Penalty: 14317.281250
	Iteration 4Q: 3 clusters Score -2.700406e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -27005058.000000 Penalty: 14317.281250
	Iteration 5Q: 3 clusters Score -2.700506e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 63014 members 
Entering Unmasked Estep 
Score: -27006002.000000 Penalty: 14317.281250
	Iteration 6Q: 3 clusters Score -2.7006e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -27007358.000000 Penalty: 14317.281250
	Iteration 7Q: 3 clusters Score -2.700736e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -27008782.000000 Penalty: 14317.281250
	Iteration 8Q: 3 clusters Score -2.700878e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -27010434.000000 Penalty: 14317.281250
	Iteration 9Q: 3 clusters Score -2.701043e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -27012278.000000 Penalty: 14317.281250
	Iteration 10Q: 3 clusters Score -2.701228e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 75134 members 
Entering Unmasked Estep 
Score: -27014550.000000 Penalty: 14317.281250
	Iteration 11Q: 3 clusters Score -2.701455e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -27017216.000000 Penalty: 14317.281250
	Iteration 12Q: 3 clusters Score -2.701722e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -27020390.000000 Penalty: 14317.281250
	Iteration 13Q: 3 clusters Score -2.702039e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -27023718.000000 Penalty: 14317.281250
	Iteration 14Q: 3 clusters Score -2.702372e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 96122 members 
Entering Unmasked Estep 
Score: -27027616.000000 Penalty: 14317.281250
	Iteration 15F: 3 clusters Score -2.702762e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -27031598.000000 Penalty: 14317.281250
	Iteration 16Q: 3 clusters Score -2.70316e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 107308 members 
Entering Unmasked Estep 
Score: -27035788.000000 Penalty: 14317.281250
	Iteration 17Q: 3 clusters Score -2.703579e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 111535 members 
Entering Unmasked Estep 
Score: -27039050.000000 Penalty: 14317.281250
	Iteration 18Q: 3 clusters Score -2.703905e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 114438 members 
Entering Unmasked Estep 
Score: -27041416.000000 Penalty: 14317.281250
	Iteration 19Q: 3 clusters Score -2.704142e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -27042804.000000 Penalty: 14317.281250
	Iteration 20F: 3 clusters Score -2.70428e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 117066 members 
Entering Unmasked Estep 
Score: -27043578.000000 Penalty: 14317.281250
	Iteration 21Q: 3 clusters Score -2.704358e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 117529 members 
Entering Unmasked Estep 
Score: -27044062.000000 Penalty: 14317.281250
	Iteration 22Q: 3 clusters Score -2.704406e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 117756 members 
Entering Unmasked Estep 
Score: -27044312.000000 Penalty: 14317.281250
	Iteration 23Q: 3 clusters Score -2.704431e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 117886 members 
Entering Unmasked Estep 
Score: -27044450.000000 Penalty: 14317.281250
	Iteration 24Q: 3 clusters Score -2.704445e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 117961 members 
Entering Unmasked Estep 
Score: -27044576.000000 Penalty: 14317.281250
	Iteration 25Q: 3 clusters Score -2.704458e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 117998 members 
Entering Unmasked Estep 
Score: -27044628.000000 Penalty: 14317.281250
	Iteration 26Q: 3 clusters Score -2.704463e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -27044668.000000 Penalty: 14317.281250
	Iteration 27Q: 3 clusters Score -2.704467e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 118053 members 
Entering Unmasked Estep 
Score: -27044684.000000 Penalty: 14317.281250
	Iteration 28Q: 3 clusters Score -2.704468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 118070 members 
Entering Unmasked Estep 
Score: -27044714.000000 Penalty: 14317.281250
	Iteration 29Q: 3 clusters Score -2.704471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 118084 members 
Entering Unmasked Estep 
Score: -27044730.000000 Penalty: 14317.281250
	Iteration 30Q: 3 clusters Score -2.704473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 118088 members 
Entering Unmasked Estep 
Score: -27044746.000000 Penalty: 14317.281250
	Iteration 31Q: 3 clusters Score -2.704475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 118093 members 
Entering Unmasked Estep 
Score: -27044760.000000 Penalty: 14317.281250
	Iteration 32Q: 3 clusters Score -2.704476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 118097 members 
Entering Unmasked Estep 
Score: -27044730.000000 Penalty: 14317.281250
	Iteration 33Q: 3 clusters Score -2.704473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 118103 members 
Entering Unmasked Estep 
Score: -27044736.000000 Penalty: 14317.281250
	Iteration 34Q: 3 clusters Score -2.704474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 118104 members 
Entering Unmasked Estep 
Score: -27044756.000000 Penalty: 14317.281250
	Iteration 35Q: 3 clusters Score -2.704476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 118105 members 
Entering Unmasked Estep 
Score: -27044750.000000 Penalty: 14317.281250
	Iteration 36Q: 3 clusters Score -2.704475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 118106 members 
Entering Unmasked Estep 
Score: -27044740.000000 Penalty: 14317.281250
	Iteration 37Q: 3 clusters Score -2.704474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 118104 members 
Entering Unmasked Estep 
Score: -27044740.000000 Penalty: 14317.281250
	Iteration 38Q: 3 clusters Score -2.704474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 118104 members 
Entering Unmasked Estep 
Score: -27044740.000000 Penalty: 14317.281250
	Iteration 39F: 3 clusters Score -2.704474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Entering Unmasked Estep 
Score: -13667613.000000 Penalty: 6735.130859
	Iteration 0F: 2 clusters Score -1.366761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -13625653.000000 Penalty: 13470.261719
	Iteration 0F: 3 clusters Score -1.362565e+07 nChanged 26446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -13639990.000000 Penalty: 13470.261719
	Iteration 1F: 3 clusters Score -1.363999e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -13640991.000000 Penalty: 13470.261719
	Iteration 2Q: 3 clusters Score -1.364099e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -13641917.000000 Penalty: 13470.261719
	Iteration 3Q: 3 clusters Score -1.364192e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -13642821.000000 Penalty: 13470.261719
	Iteration 4Q: 3 clusters Score -1.364282e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -13643929.000000 Penalty: 13470.261719
	Iteration 5Q: 3 clusters Score -1.364393e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -13645292.000000 Penalty: 13470.261719
	Iteration 6Q: 3 clusters Score -1.364529e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -13647292.000000 Penalty: 13470.261719
	Iteration 7F: 3 clusters Score -1.364729e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -13650043.000000 Penalty: 13470.261719
	Iteration 8F: 3 clusters Score -1.365004e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -13653405.000000 Penalty: 13470.261719
	Iteration 9F: 3 clusters Score -1.36534e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -13656514.000000 Penalty: 13470.261719
	Iteration 10F: 3 clusters Score -1.365651e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -13658741.000000 Penalty: 13470.261719
	Iteration 11Q: 3 clusters Score -1.365874e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -13660176.000000 Penalty: 13470.261719
	Iteration 12Q: 3 clusters Score -1.366018e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -13660953.000000 Penalty: 13470.261719
	Iteration 13Q: 3 clusters Score -1.366095e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -13661362.000000 Penalty: 13470.261719
	Iteration 14Q: 3 clusters Score -1.366136e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -13661554.000000 Penalty: 13470.261719
	Iteration 15Q: 3 clusters Score -1.366155e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -13661679.000000 Penalty: 13470.261719
	Iteration 16Q: 3 clusters Score -1.366168e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -13661738.000000 Penalty: 13470.261719
	Iteration 17Q: 3 clusters Score -1.366174e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -13661803.000000 Penalty: 13470.261719
	Iteration 18Q: 3 clusters Score -1.36618e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -13661821.000000 Penalty: 13470.261719
	Iteration 19Q: 3 clusters Score -1.366182e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -13661882.000000 Penalty: 13470.261719
	Iteration 20F: 3 clusters Score -1.366188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -13661892.000000 Penalty: 13470.261719
	Iteration 21Q: 3 clusters Score -1.366189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -13661878.000000 Penalty: 13470.261719
	Iteration 22Q: 3 clusters Score -1.366188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -13661896.000000 Penalty: 13470.261719
	Iteration 23Q: 3 clusters Score -1.36619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -13661935.000000 Penalty: 13470.261719
	Iteration 24Q: 3 clusters Score -1.366194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -13661952.000000 Penalty: 13470.261719
	Iteration 25Q: 3 clusters Score -1.366195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -13661975.000000 Penalty: 13470.261719
	Iteration 26Q: 3 clusters Score -1.366198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -13661962.000000 Penalty: 13470.261719
	Iteration 27Q: 3 clusters Score -1.366196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -13661975.000000 Penalty: 13470.261719
	Iteration 28Q: 3 clusters Score -1.366198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -13661986.000000 Penalty: 13470.261719
	Iteration 29Q: 3 clusters Score -1.366199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -13662002.000000 Penalty: 13470.261719
	Iteration 30Q: 3 clusters Score -1.3662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -13661996.000000 Penalty: 13470.261719
	Iteration 31Q: 3 clusters Score -1.3662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -13662001.000000 Penalty: 13470.261719
	Iteration 32Q: 3 clusters Score -1.3662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -13662006.000000 Penalty: 13470.261719
	Iteration 33Q: 3 clusters Score -1.366201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -13662015.000000 Penalty: 13470.261719
	Iteration 34Q: 3 clusters Score -1.366202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -13662015.000000 Penalty: 13470.261719
	Iteration 35Q: 3 clusters Score -1.366202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -13662022.000000 Penalty: 13470.261719
	Iteration 36Q: 3 clusters Score -1.366202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 58538 members 
Entering Unmasked Estep 
Score: -13662026.000000 Penalty: 13470.261719
	Iteration 37Q: 3 clusters Score -1.366203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -13662026.000000 Penalty: 13470.261719
	Iteration 38Q: 3 clusters Score -1.366203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -13662028.000000 Penalty: 13470.261719
	Iteration 39Q: 3 clusters Score -1.366203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -13662024.000000 Penalty: 13470.261719
	Iteration 40F: 3 clusters Score -1.366202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -13662014.000000 Penalty: 13470.261719
	Iteration 41Q: 3 clusters Score -1.366201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -13662014.000000 Penalty: 13470.261719
	Iteration 42F: 3 clusters Score -1.366201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Entering Unmasked Estep 
Score: -3759290.250000 Penalty: 5973.969727
	Iteration 0F: 2 clusters Score -3759290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3744626.000000 Penalty: 11947.939453
	Iteration 0F: 3 clusters Score -3744626 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3748231.500000 Penalty: 11947.939453
	Iteration 1F: 3 clusters Score -3748232 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3748955.750000 Penalty: 11947.939453
	Iteration 2F: 3 clusters Score -3748956 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3749513.000000 Penalty: 11947.939453
	Iteration 3F: 3 clusters Score -3749513 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3750003.750000 Penalty: 11947.939453
	Iteration 4Q: 3 clusters Score -3750004 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3750522.000000 Penalty: 11947.939453
	Iteration 5Q: 3 clusters Score -3750522 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3750997.750000 Penalty: 11947.939453
	Iteration 6Q: 3 clusters Score -3750998 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3751488.750000 Penalty: 11947.939453
	Iteration 7Q: 3 clusters Score -3751489 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3751992.000000 Penalty: 11947.939453
	Iteration 8Q: 3 clusters Score -3751992 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3752501.750000 Penalty: 11947.939453
	Iteration 9Q: 3 clusters Score -3752502 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3753047.500000 Penalty: 11947.939453
	Iteration 10Q: 3 clusters Score -3753048 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3753590.250000 Penalty: 11947.939453
	Iteration 11Q: 3 clusters Score -3753590 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3754166.000000 Penalty: 11947.939453
	Iteration 12Q: 3 clusters Score -3754166 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3754704.250000 Penalty: 11947.939453
	Iteration 13Q: 3 clusters Score -3754704 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3755120.000000 Penalty: 11947.939453
	Iteration 14Q: 3 clusters Score -3755120 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3755438.000000 Penalty: 11947.939453
	Iteration 15Q: 3 clusters Score -3755438 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3755665.000000 Penalty: 11947.939453
	Iteration 16Q: 3 clusters Score -3755665 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3755832.000000 Penalty: 11947.939453
	Iteration 17Q: 3 clusters Score -3755832 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3755949.500000 Penalty: 11947.939453
	Iteration 18Q: 3 clusters Score -3755950 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3756080.000000 Penalty: 11947.939453
	Iteration 19Q: 3 clusters Score -3756080 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3756181.000000 Penalty: 11947.939453
	Iteration 20F: 3 clusters Score -3756181 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3756296.500000 Penalty: 11947.939453
	Iteration 21Q: 3 clusters Score -3756296 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3756410.250000 Penalty: 11947.939453
	Iteration 22Q: 3 clusters Score -3756410 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3756477.500000 Penalty: 11947.939453
	Iteration 23Q: 3 clusters Score -3756478 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3756546.250000 Penalty: 11947.939453
	Iteration 24Q: 3 clusters Score -3756546 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3756593.500000 Penalty: 11947.939453
	Iteration 25Q: 3 clusters Score -3756594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3756631.000000 Penalty: 11947.939453
	Iteration 26Q: 3 clusters Score -3756631 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3756657.250000 Penalty: 11947.939453
	Iteration 27Q: 3 clusters Score -3756657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3756694.250000 Penalty: 11947.939453
	Iteration 28Q: 3 clusters Score -3756694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3756719.250000 Penalty: 11947.939453
	Iteration 29Q: 3 clusters Score -3756719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3756728.000000 Penalty: 11947.939453
	Iteration 30Q: 3 clusters Score -3756728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3756736.000000 Penalty: 11947.939453
	Iteration 31Q: 3 clusters Score -3756736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3756728.750000 Penalty: 11947.939453
	Iteration 32Q: 3 clusters Score -3756729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3756740.000000 Penalty: 11947.939453
	Iteration 33Q: 3 clusters Score -3756740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3756739.750000 Penalty: 11947.939453
	Iteration 34Q: 3 clusters Score -3756740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3756740.500000 Penalty: 11947.939453
	Iteration 35Q: 3 clusters Score -3756740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3756743.250000 Penalty: 11947.939453
	Iteration 36Q: 3 clusters Score -3756743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3756743.500000 Penalty: 11947.939453
	Iteration 37Q: 3 clusters Score -3756744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3756740.250000 Penalty: 11947.939453
	Iteration 38Q: 3 clusters Score -3756740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3756735.250000 Penalty: 11947.939453
	Iteration 39Q: 3 clusters Score -3756735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3756740.000000 Penalty: 11947.939453
	Iteration 40F: 3 clusters Score -3756740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3756740.250000 Penalty: 11947.939453
	Iteration 41Q: 3 clusters Score -3756740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3756740.250000 Penalty: 11947.939453
	Iteration 42F: 3 clusters Score -3756740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (131386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131386 members 
Entering Unmasked Estep 
Score: -30251212.000000 Penalty: 7218.860352
	Iteration 0F: 2 clusters Score -3.025121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -30167172.000000 Penalty: 14437.720703
	Iteration 0F: 3 clusters Score -3.016717e+07 nChanged 60745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -30200740.000000 Penalty: 14437.720703
	Iteration 1F: 3 clusters Score -3.020074e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -30202314.000000 Penalty: 14437.720703
	Iteration 2Q: 3 clusters Score -3.020231e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -30203822.000000 Penalty: 14437.720703
	Iteration 3Q: 3 clusters Score -3.020382e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -30206002.000000 Penalty: 14437.720703
	Iteration 4Q: 3 clusters Score -3.0206e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -30209362.000000 Penalty: 14437.720703
	Iteration 5Q: 3 clusters Score -3.020936e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -30214098.000000 Penalty: 14437.720703
	Iteration 6F: 3 clusters Score -3.02141e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -30219910.000000 Penalty: 14437.720703
	Iteration 7F: 3 clusters Score -3.021991e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -30226152.000000 Penalty: 14437.720703
	Iteration 8F: 3 clusters Score -3.022615e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -30231818.000000 Penalty: 14437.720703
	Iteration 9F: 3 clusters Score -3.023182e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -30236746.000000 Penalty: 14437.720703
	Iteration 10Q: 3 clusters Score -3.023675e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118640 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -30240160.000000 Penalty: 14437.720703
	Iteration 11Q: 3 clusters Score -3.024016e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122279 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -30242406.000000 Penalty: 14437.720703
	Iteration 12Q: 3 clusters Score -3.024241e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -30243634.000000 Penalty: 14437.720703
	Iteration 13Q: 3 clusters Score -3.024363e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126481 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -30244474.000000 Penalty: 14437.720703
	Iteration 14Q: 3 clusters Score -3.024447e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127521 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -30244924.000000 Penalty: 14437.720703
	Iteration 15Q: 3 clusters Score -3.024492e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128178 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -30245232.000000 Penalty: 14437.720703
	Iteration 16Q: 3 clusters Score -3.024523e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128603 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -30245434.000000 Penalty: 14437.720703
	Iteration 17Q: 3 clusters Score -3.024543e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128898 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -30245634.000000 Penalty: 14437.720703
	Iteration 18Q: 3 clusters Score -3.024563e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129080 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -30245784.000000 Penalty: 14437.720703
	Iteration 19Q: 3 clusters Score -3.024578e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129240 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -30245814.000000 Penalty: 14437.720703
	Iteration 20F: 3 clusters Score -3.024581e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129355 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -30245914.000000 Penalty: 14437.720703
	Iteration 21Q: 3 clusters Score -3.024591e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -30245984.000000 Penalty: 14437.720703
	Iteration 22Q: 3 clusters Score -3.024598e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129492 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -30246022.000000 Penalty: 14437.720703
	Iteration 23Q: 3 clusters Score -3.024602e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129542 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -30246124.000000 Penalty: 14437.720703
	Iteration 24Q: 3 clusters Score -3.024612e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129569 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -30246146.000000 Penalty: 14437.720703
	Iteration 25Q: 3 clusters Score -3.024615e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129601 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -30246198.000000 Penalty: 14437.720703
	Iteration 26Q: 3 clusters Score -3.02462e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129633 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -30246254.000000 Penalty: 14437.720703
	Iteration 27Q: 3 clusters Score -3.024625e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -30246292.000000 Penalty: 14437.720703
	Iteration 28Q: 3 clusters Score -3.024629e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129680 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -30246292.000000 Penalty: 14437.720703
	Iteration 29Q: 3 clusters Score -3.024629e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129688 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -30246332.000000 Penalty: 14437.720703
	Iteration 30Q: 3 clusters Score -3.024633e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129691 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -30246348.000000 Penalty: 14437.720703
	Iteration 31Q: 3 clusters Score -3.024635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129697 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -30246332.000000 Penalty: 14437.720703
	Iteration 32Q: 3 clusters Score -3.024633e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129710 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -30246378.000000 Penalty: 14437.720703
	Iteration 33Q: 3 clusters Score -3.024638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129723 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -30246362.000000 Penalty: 14437.720703
	Iteration 34Q: 3 clusters Score -3.024636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129737 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -30246382.000000 Penalty: 14437.720703
	Iteration 35Q: 3 clusters Score -3.024638e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129738 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -30246420.000000 Penalty: 14437.720703
	Iteration 36Q: 3 clusters Score -3.024642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -30246408.000000 Penalty: 14437.720703
	Iteration 37Q: 3 clusters Score -3.024641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -30246410.000000 Penalty: 14437.720703
	Iteration 38Q: 3 clusters Score -3.024641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -30246408.000000 Penalty: 14437.720703
	Iteration 39Q: 3 clusters Score -3.024641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129748 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -30246418.000000 Penalty: 14437.720703
	Iteration 40F: 3 clusters Score -3.024642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129753 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -30246432.000000 Penalty: 14437.720703
	Iteration 41Q: 3 clusters Score -3.024643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129757 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -30246432.000000 Penalty: 14437.720703
	Iteration 42Q: 3 clusters Score -3.024643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129765 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -30246454.000000 Penalty: 14437.720703
	Iteration 43Q: 3 clusters Score -3.024645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129766 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -30246452.000000 Penalty: 14437.720703
	Iteration 44Q: 3 clusters Score -3.024645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129768 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -30246452.000000 Penalty: 14437.720703
	Iteration 45Q: 3 clusters Score -3.024645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129763 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -30246462.000000 Penalty: 14437.720703
	Iteration 46Q: 3 clusters Score -3.024646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129765 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -30246464.000000 Penalty: 14437.720703
	Iteration 47Q: 3 clusters Score -3.024646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129768 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -30246470.000000 Penalty: 14437.720703
	Iteration 48Q: 3 clusters Score -3.024647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129769 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -30246462.000000 Penalty: 14437.720703
	Iteration 49Q: 3 clusters Score -3.024646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129768 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -30246460.000000 Penalty: 14437.720703
	Iteration 50Q: 3 clusters Score -3.024646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129768 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -30246460.000000 Penalty: 14437.720703
	Iteration 51F: 3 clusters Score -3.024646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Entering Unmasked Estep 
Score: -8346549.500000 Penalty: 6461.338379
	Iteration 0F: 2 clusters Score -8346550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -8318531.000000 Penalty: 12922.676758
	Iteration 0F: 3 clusters Score -8318531 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -8327284.500000 Penalty: 12922.676758
	Iteration 1F: 3 clusters Score -8327284 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -8328252.500000 Penalty: 12922.676758
	Iteration 2F: 3 clusters Score -8328252 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -8329302.000000 Penalty: 12922.676758
	Iteration 3F: 3 clusters Score -8329302 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -8330427.000000 Penalty: 12922.676758
	Iteration 4F: 3 clusters Score -8330427 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -8331839.000000 Penalty: 12922.676758
	Iteration 5F: 3 clusters Score -8331839 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -8333442.000000 Penalty: 12922.676758
	Iteration 6F: 3 clusters Score -8333442 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -8335289.000000 Penalty: 12922.676758
	Iteration 7F: 3 clusters Score -8335289 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -8336906.500000 Penalty: 12922.676758
	Iteration 8F: 3 clusters Score -8336906 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -8338266.500000 Penalty: 12922.676758
	Iteration 9F: 3 clusters Score -8338266 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -8339130.500000 Penalty: 12922.676758
	Iteration 10Q: 3 clusters Score -8339130 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -8339723.500000 Penalty: 12922.676758
	Iteration 11Q: 3 clusters Score -8339724 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -8340073.000000 Penalty: 12922.676758
	Iteration 12Q: 3 clusters Score -8340073 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -8340366.000000 Penalty: 12922.676758
	Iteration 13Q: 3 clusters Score -8340366 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -8340572.500000 Penalty: 12922.676758
	Iteration 14Q: 3 clusters Score -8340572 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -8340711.000000 Penalty: 12922.676758
	Iteration 15Q: 3 clusters Score -8340711 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -8340873.000000 Penalty: 12922.676758
	Iteration 16Q: 3 clusters Score -8340873 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -8341059.500000 Penalty: 12922.676758
	Iteration 17Q: 3 clusters Score -8341060 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -8341211.500000 Penalty: 12922.676758
	Iteration 18Q: 3 clusters Score -8341212 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -8341365.500000 Penalty: 12922.676758
	Iteration 19Q: 3 clusters Score -8341366 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -8341541.500000 Penalty: 12922.676758
	Iteration 20F: 3 clusters Score -8341542 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -8341629.000000 Penalty: 12922.676758
	Iteration 21Q: 3 clusters Score -8341629 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -8341723.000000 Penalty: 12922.676758
	Iteration 22Q: 3 clusters Score -8341723 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -8341845.500000 Penalty: 12922.676758
	Iteration 23Q: 3 clusters Score -8341846 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -8341898.000000 Penalty: 12922.676758
	Iteration 24Q: 3 clusters Score -8341898 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -8341992.000000 Penalty: 12922.676758
	Iteration 25Q: 3 clusters Score -8341992 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -8342046.500000 Penalty: 12922.676758
	Iteration 26Q: 3 clusters Score -8342046 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -8342090.500000 Penalty: 12922.676758
	Iteration 27Q: 3 clusters Score -8342090 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -8342175.000000 Penalty: 12922.676758
	Iteration 28Q: 3 clusters Score -8342175 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -8342256.000000 Penalty: 12922.676758
	Iteration 29Q: 3 clusters Score -8342256 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -8342333.000000 Penalty: 12922.676758
	Iteration 30Q: 3 clusters Score -8342333 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -8342390.000000 Penalty: 12922.676758
	Iteration 31Q: 3 clusters Score -8342390 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -8342465.000000 Penalty: 12922.676758
	Iteration 32Q: 3 clusters Score -8342465 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -8342544.500000 Penalty: 12922.676758
	Iteration 33Q: 3 clusters Score -8342544 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -8342605.000000 Penalty: 12922.676758
	Iteration 34Q: 3 clusters Score -8342605 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -8342670.000000 Penalty: 12922.676758
	Iteration 35Q: 3 clusters Score -8342670 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -8342761.500000 Penalty: 12922.676758
	Iteration 36Q: 3 clusters Score -8342762 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -8342876.500000 Penalty: 12922.676758
	Iteration 37Q: 3 clusters Score -8342876 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -8342941.500000 Penalty: 12922.676758
	Iteration 38Q: 3 clusters Score -8342942 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -8343018.000000 Penalty: 12922.676758
	Iteration 39Q: 3 clusters Score -8343018 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -8343089.500000 Penalty: 12922.676758
	Iteration 40F: 3 clusters Score -8343090 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -8343162.000000 Penalty: 12922.676758
	Iteration 41Q: 3 clusters Score -8343162 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -8343189.000000 Penalty: 12922.676758
	Iteration 42Q: 3 clusters Score -8343189 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -8343253.500000 Penalty: 12922.676758
	Iteration 43Q: 3 clusters Score -8343254 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -8343299.000000 Penalty: 12922.676758
	Iteration 44Q: 3 clusters Score -8343299 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -8343316.000000 Penalty: 12922.676758
	Iteration 45Q: 3 clusters Score -8343316 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -8343368.500000 Penalty: 12922.676758
	Iteration 46Q: 3 clusters Score -8343368 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -8343412.000000 Penalty: 12922.676758
	Iteration 47Q: 3 clusters Score -8343412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -8343434.500000 Penalty: 12922.676758
	Iteration 48Q: 3 clusters Score -8343434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -8343447.000000 Penalty: 12922.676758
	Iteration 49Q: 3 clusters Score -8343447 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -8343458.500000 Penalty: 12922.676758
	Iteration 50Q: 3 clusters Score -8343458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -8343476.500000 Penalty: 12922.676758
	Iteration 51Q: 3 clusters Score -8343476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -8343469.000000 Penalty: 12922.676758
	Iteration 52Q: 3 clusters Score -8343469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -8343467.500000 Penalty: 12922.676758
	Iteration 53Q: 3 clusters Score -8343468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -8343470.500000 Penalty: 12922.676758
	Iteration 54Q: 3 clusters Score -8343470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -8343485.000000 Penalty: 12922.676758
	Iteration 55Q: 3 clusters Score -8343485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -8343479.000000 Penalty: 12922.676758
	Iteration 56Q: 3 clusters Score -8343479 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -8343480.000000 Penalty: 12922.676758
	Iteration 57Q: 3 clusters Score -8343480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -8343488.500000 Penalty: 12922.676758
	Iteration 58Q: 3 clusters Score -8343488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -8343485.500000 Penalty: 12922.676758
	Iteration 59Q: 3 clusters Score -8343486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -8343482.000000 Penalty: 12922.676758
	Iteration 60F: 3 clusters Score -8343482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -8343480.500000 Penalty: 12922.676758
	Iteration 61Q: 3 clusters Score -8343480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -8343502.500000 Penalty: 12922.676758
	Iteration 62Q: 3 clusters Score -8343502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -8343489.500000 Penalty: 12922.676758
	Iteration 63Q: 3 clusters Score -8343490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -8343499.500000 Penalty: 12922.676758
	Iteration 64Q: 3 clusters Score -8343500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -8343498.000000 Penalty: 12922.676758
	Iteration 65Q: 3 clusters Score -8343498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -8343521.500000 Penalty: 12922.676758
	Iteration 66Q: 3 clusters Score -8343522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -8343512.500000 Penalty: 12922.676758
	Iteration 67Q: 3 clusters Score -8343512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -8343515.500000 Penalty: 12922.676758
	Iteration 68Q: 3 clusters Score -8343516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -8343518.500000 Penalty: 12922.676758
	Iteration 69Q: 3 clusters Score -8343518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -8343502.000000 Penalty: 12922.676758
	Iteration 70Q: 3 clusters Score -8343502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -8343515.500000 Penalty: 12922.676758
	Iteration 71Q: 3 clusters Score -8343516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -8343518.000000 Penalty: 12922.676758
	Iteration 72Q: 3 clusters Score -8343518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -8343523.000000 Penalty: 12922.676758
	Iteration 73Q: 3 clusters Score -8343523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -8343525.500000 Penalty: 12922.676758
	Iteration 74Q: 3 clusters Score -8343526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -8343528.000000 Penalty: 12922.676758
	Iteration 75Q: 3 clusters Score -8343528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -8343527.500000 Penalty: 12922.676758
	Iteration 76Q: 3 clusters Score -8343528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -8343527.500000 Penalty: 12922.676758
	Iteration 77F: 3 clusters Score -8343528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Entering Unmasked Estep 
Score: -16401660.000000 Penalty: 6852.632324
	Iteration 0F: 2 clusters Score -1.640166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -16351514.000000 Penalty: 13705.264648
	Iteration 0F: 3 clusters Score -1.635151e+07 nChanged 32526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -16369391.000000 Penalty: 13705.264648
	Iteration 1F: 3 clusters Score -1.636939e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -16370527.000000 Penalty: 13705.264648
	Iteration 2Q: 3 clusters Score -1.637053e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -16371574.000000 Penalty: 13705.264648
	Iteration 3Q: 3 clusters Score -1.637157e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -16372645.000000 Penalty: 13705.264648
	Iteration 4Q: 3 clusters Score -1.637264e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -16373933.000000 Penalty: 13705.264648
	Iteration 5Q: 3 clusters Score -1.637393e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -16375408.000000 Penalty: 13705.264648
	Iteration 6Q: 3 clusters Score -1.637541e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -16377155.000000 Penalty: 13705.264648
	Iteration 7Q: 3 clusters Score -1.637716e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -16379241.000000 Penalty: 13705.264648
	Iteration 8F: 3 clusters Score -1.637924e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -16381316.000000 Penalty: 13705.264648
	Iteration 9F: 3 clusters Score -1.638132e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -16383642.000000 Penalty: 13705.264648
	Iteration 10F: 3 clusters Score -1.638364e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -16386142.000000 Penalty: 13705.264648
	Iteration 11Q: 3 clusters Score -1.638614e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -16388347.000000 Penalty: 13705.264648
	Iteration 12Q: 3 clusters Score -1.638835e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -16390181.000000 Penalty: 13705.264648
	Iteration 13Q: 3 clusters Score -1.639018e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -16391401.000000 Penalty: 13705.264648
	Iteration 14Q: 3 clusters Score -1.63914e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -16392049.000000 Penalty: 13705.264648
	Iteration 15Q: 3 clusters Score -1.639205e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -16392579.000000 Penalty: 13705.264648
	Iteration 16Q: 3 clusters Score -1.639258e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -16392988.000000 Penalty: 13705.264648
	Iteration 17Q: 3 clusters Score -1.639299e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -16393464.000000 Penalty: 13705.264648
	Iteration 18Q: 3 clusters Score -1.639346e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -16393823.000000 Penalty: 13705.264648
	Iteration 19Q: 3 clusters Score -1.639382e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -16394265.000000 Penalty: 13705.264648
	Iteration 20F: 3 clusters Score -1.639426e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -16394744.000000 Penalty: 13705.264648
	Iteration 21Q: 3 clusters Score -1.639474e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -16395313.000000 Penalty: 13705.264648
	Iteration 22Q: 3 clusters Score -1.639531e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -16395934.000000 Penalty: 13705.264648
	Iteration 23Q: 3 clusters Score -1.639593e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -16396482.000000 Penalty: 13705.264648
	Iteration 24Q: 3 clusters Score -1.639648e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -16397011.000000 Penalty: 13705.264648
	Iteration 25Q: 3 clusters Score -1.639701e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -16397310.000000 Penalty: 13705.264648
	Iteration 26Q: 3 clusters Score -1.639731e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -16397633.000000 Penalty: 13705.264648
	Iteration 27Q: 3 clusters Score -1.639763e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -16397850.000000 Penalty: 13705.264648
	Iteration 28Q: 3 clusters Score -1.639785e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -16397992.000000 Penalty: 13705.264648
	Iteration 29Q: 3 clusters Score -1.639799e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -16398015.000000 Penalty: 13705.264648
	Iteration 30Q: 3 clusters Score -1.639802e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -16398106.000000 Penalty: 13705.264648
	Iteration 31Q: 3 clusters Score -1.639811e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -16398133.000000 Penalty: 13705.264648
	Iteration 32Q: 3 clusters Score -1.639813e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -16398209.000000 Penalty: 13705.264648
	Iteration 33Q: 3 clusters Score -1.639821e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -16398274.000000 Penalty: 13705.264648
	Iteration 34Q: 3 clusters Score -1.639827e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -16398311.000000 Penalty: 13705.264648
	Iteration 35Q: 3 clusters Score -1.639831e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -16398305.000000 Penalty: 13705.264648
	Iteration 36Q: 3 clusters Score -1.63983e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -16398308.000000 Penalty: 13705.264648
	Iteration 37Q: 3 clusters Score -1.639831e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -16398377.000000 Penalty: 13705.264648
	Iteration 38Q: 3 clusters Score -1.639838e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -16398380.000000 Penalty: 13705.264648
	Iteration 39Q: 3 clusters Score -1.639838e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -16398432.000000 Penalty: 13705.264648
	Iteration 40F: 3 clusters Score -1.639843e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -16398447.000000 Penalty: 13705.264648
	Iteration 41Q: 3 clusters Score -1.639845e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -16398426.000000 Penalty: 13705.264648
	Iteration 42Q: 3 clusters Score -1.639843e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -16398475.000000 Penalty: 13705.264648
	Iteration 43Q: 3 clusters Score -1.639848e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -16398475.000000 Penalty: 13705.264648
	Iteration 44Q: 3 clusters Score -1.639848e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -16398475.000000 Penalty: 13705.264648
	Iteration 45Q: 3 clusters Score -1.639848e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -16398467.000000 Penalty: 13705.264648
	Iteration 46Q: 3 clusters Score -1.639847e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -16398476.000000 Penalty: 13705.264648
	Iteration 47Q: 3 clusters Score -1.639848e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -16398497.000000 Penalty: 13705.264648
	Iteration 48Q: 3 clusters Score -1.63985e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -16398526.000000 Penalty: 13705.264648
	Iteration 49Q: 3 clusters Score -1.639853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -16398502.000000 Penalty: 13705.264648
	Iteration 50Q: 3 clusters Score -1.63985e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -16398513.000000 Penalty: 13705.264648
	Iteration 51Q: 3 clusters Score -1.639851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -16398537.000000 Penalty: 13705.264648
	Iteration 52Q: 3 clusters Score -1.639854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -16398528.000000 Penalty: 13705.264648
	Iteration 53Q: 3 clusters Score -1.639853e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -16398519.000000 Penalty: 13705.264648
	Iteration 54Q: 3 clusters Score -1.639852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -16398517.000000 Penalty: 13705.264648
	Iteration 55Q: 3 clusters Score -1.639852e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -16398510.000000 Penalty: 13705.264648
	Iteration 56Q: 3 clusters Score -1.639851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -16398507.000000 Penalty: 13705.264648
	Iteration 57Q: 3 clusters Score -1.639851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -16398519.000000 Penalty: 13705.264648
	Iteration 58Q: 3 clusters Score -1.639852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -16398534.000000 Penalty: 13705.264648
	Iteration 59Q: 3 clusters Score -1.639853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -16398515.000000 Penalty: 13705.264648
	Iteration 60F: 3 clusters Score -1.639852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -16398542.000000 Penalty: 13705.264648
	Iteration 61Q: 3 clusters Score -1.639854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -16398534.000000 Penalty: 13705.264648
	Iteration 62Q: 3 clusters Score -1.639853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -16398538.000000 Penalty: 13705.264648
	Iteration 63Q: 3 clusters Score -1.639854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -16398525.000000 Penalty: 13705.264648
	Iteration 64Q: 3 clusters Score -1.639852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -16398529.000000 Penalty: 13705.264648
	Iteration 65Q: 3 clusters Score -1.639853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -16398530.000000 Penalty: 13705.264648
	Iteration 66Q: 3 clusters Score -1.639853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -16398526.000000 Penalty: 13705.264648
	Iteration 67Q: 3 clusters Score -1.639853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -16398555.000000 Penalty: 13705.264648
	Iteration 68Q: 3 clusters Score -1.639856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -16398555.000000 Penalty: 13705.264648
	Iteration 69Q: 3 clusters Score -1.639856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -16398556.000000 Penalty: 13705.264648
	Iteration 70Q: 3 clusters Score -1.639856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -16398562.000000 Penalty: 13705.264648
	Iteration 71Q: 3 clusters Score -1.639856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -16398560.000000 Penalty: 13705.264648
	Iteration 72Q: 3 clusters Score -1.639856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -16398546.000000 Penalty: 13705.264648
	Iteration 73Q: 3 clusters Score -1.639855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -16398560.000000 Penalty: 13705.264648
	Iteration 74Q: 3 clusters Score -1.639856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -16398548.000000 Penalty: 13705.264648
	Iteration 75Q: 3 clusters Score -1.639855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -16398559.000000 Penalty: 13705.264648
	Iteration 76Q: 3 clusters Score -1.639856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -16398582.000000 Penalty: 13705.264648
	Iteration 77Q: 3 clusters Score -1.639858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -16398567.000000 Penalty: 13705.264648
	Iteration 78Q: 3 clusters Score -1.639857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -16398591.000000 Penalty: 13705.264648
	Iteration 79Q: 3 clusters Score -1.639859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -16398594.000000 Penalty: 13705.264648
	Iteration 80F: 3 clusters Score -1.639859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -16398594.000000 Penalty: 13705.264648
	Iteration 81Q: 3 clusters Score -1.639859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -16398598.000000 Penalty: 13705.264648
	Iteration 82Q: 3 clusters Score -1.63986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -16398609.000000 Penalty: 13705.264648
	Iteration 83Q: 3 clusters Score -1.639861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -16398617.000000 Penalty: 13705.264648
	Iteration 84Q: 3 clusters Score -1.639862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -16398623.000000 Penalty: 13705.264648
	Iteration 85Q: 3 clusters Score -1.639862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -16398633.000000 Penalty: 13705.264648
	Iteration 86Q: 3 clusters Score -1.639863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -16398610.000000 Penalty: 13705.264648
	Iteration 87Q: 3 clusters Score -1.639861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -16398621.000000 Penalty: 13705.264648
	Iteration 88Q: 3 clusters Score -1.639862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -16398613.000000 Penalty: 13705.264648
	Iteration 89Q: 3 clusters Score -1.639861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -16398631.000000 Penalty: 13705.264648
	Iteration 90Q: 3 clusters Score -1.639863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -16398629.000000 Penalty: 13705.264648
	Iteration 91Q: 3 clusters Score -1.639863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -16398633.000000 Penalty: 13705.264648
	Iteration 92Q: 3 clusters Score -1.639863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -16398645.000000 Penalty: 13705.264648
	Iteration 93Q: 3 clusters Score -1.639864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -16398649.000000 Penalty: 13705.264648
	Iteration 94Q: 3 clusters Score -1.639865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -16398634.000000 Penalty: 13705.264648
	Iteration 95Q: 3 clusters Score -1.639863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -16398646.000000 Penalty: 13705.264648
	Iteration 96Q: 3 clusters Score -1.639865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -16398651.000000 Penalty: 13705.264648
	Iteration 97Q: 3 clusters Score -1.639865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -16398639.000000 Penalty: 13705.264648
	Iteration 98Q: 3 clusters Score -1.639864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -16398637.000000 Penalty: 13705.264648
	Iteration 99Q: 3 clusters Score -1.639864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -16398649.000000 Penalty: 13705.264648
	Iteration 100F: 3 clusters Score -1.639865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -16398627.000000 Penalty: 13705.264648
	Iteration 101Q: 3 clusters Score -1.639863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -16398632.000000 Penalty: 13705.264648
	Iteration 102Q: 3 clusters Score -1.639863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -16398631.000000 Penalty: 13705.264648
	Iteration 103Q: 3 clusters Score -1.639863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -16398639.000000 Penalty: 13705.264648
	Iteration 104Q: 3 clusters Score -1.639864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -16398632.000000 Penalty: 13705.264648
	Iteration 105Q: 3 clusters Score -1.639863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -16398624.000000 Penalty: 13705.264648
	Iteration 106Q: 3 clusters Score -1.639862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -16398615.000000 Penalty: 13705.264648
	Iteration 107Q: 3 clusters Score -1.639862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -16398606.000000 Penalty: 13705.264648
	Iteration 108Q: 3 clusters Score -1.639861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -16398613.000000 Penalty: 13705.264648
	Iteration 109Q: 3 clusters Score -1.639861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -16398623.000000 Penalty: 13705.264648
	Iteration 110Q: 3 clusters Score -1.639862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -16398614.000000 Penalty: 13705.264648
	Iteration 111Q: 3 clusters Score -1.639861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -16398619.000000 Penalty: 13705.264648
	Iteration 112Q: 3 clusters Score -1.639862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -16398613.000000 Penalty: 13705.264648
	Iteration 113Q: 3 clusters Score -1.639861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -16398610.000000 Penalty: 13705.264648
	Iteration 114Q: 3 clusters Score -1.639861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -16398622.000000 Penalty: 13705.264648
	Iteration 115Q: 3 clusters Score -1.639862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -16398630.000000 Penalty: 13705.264648
	Iteration 116Q: 3 clusters Score -1.639863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -16398629.000000 Penalty: 13705.264648
	Iteration 117Q: 3 clusters Score -1.639863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -16398643.000000 Penalty: 13705.264648
	Iteration 118Q: 3 clusters Score -1.639864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -16398637.000000 Penalty: 13705.264648
	Iteration 119Q: 3 clusters Score -1.639864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -16398626.000000 Penalty: 13705.264648
	Iteration 120F: 3 clusters Score -1.639863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -16398634.000000 Penalty: 13705.264648
	Iteration 121Q: 3 clusters Score -1.639863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -16398618.000000 Penalty: 13705.264648
	Iteration 122Q: 3 clusters Score -1.639862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -16398607.000000 Penalty: 13705.264648
	Iteration 123Q: 3 clusters Score -1.639861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -16398615.000000 Penalty: 13705.264648
	Iteration 124Q: 3 clusters Score -1.639862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -16398605.000000 Penalty: 13705.264648
	Iteration 125Q: 3 clusters Score -1.63986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -16398605.000000 Penalty: 13705.264648
	Iteration 126Q: 3 clusters Score -1.63986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -16398609.000000 Penalty: 13705.264648
	Iteration 127Q: 3 clusters Score -1.639861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -16398615.000000 Penalty: 13705.264648
	Iteration 128Q: 3 clusters Score -1.639862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -16398600.000000 Penalty: 13705.264648
	Iteration 129Q: 3 clusters Score -1.63986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -16398603.000000 Penalty: 13705.264648
	Iteration 130Q: 3 clusters Score -1.63986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -16398598.000000 Penalty: 13705.264648
	Iteration 131Q: 3 clusters Score -1.63986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -16398598.000000 Penalty: 13705.264648
	Iteration 132F: 3 clusters Score -1.63986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Entering Unmasked Estep 
Score: -3631859.500000 Penalty: 5934.850098
	Iteration 0F: 2 clusters Score -3631860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -3617758.250000 Penalty: 11869.700195
	Iteration 0F: 3 clusters Score -3617758 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3621593.500000 Penalty: 11869.700195
	Iteration 1F: 3 clusters Score -3621594 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3622583.750000 Penalty: 11869.700195
	Iteration 2F: 3 clusters Score -3622584 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3623299.750000 Penalty: 11869.700195
	Iteration 3F: 3 clusters Score -3623300 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3623887.250000 Penalty: 11869.700195
	Iteration 4F: 3 clusters Score -3623887 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3624443.000000 Penalty: 11869.700195
	Iteration 5F: 3 clusters Score -3624443 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3624875.500000 Penalty: 11869.700195
	Iteration 6Q: 3 clusters Score -3624876 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3625237.000000 Penalty: 11869.700195
	Iteration 7Q: 3 clusters Score -3625237 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3625566.250000 Penalty: 11869.700195
	Iteration 8Q: 3 clusters Score -3625566 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3625884.500000 Penalty: 11869.700195
	Iteration 9Q: 3 clusters Score -3625884 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3626177.500000 Penalty: 11869.700195
	Iteration 10Q: 3 clusters Score -3626178 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3626416.000000 Penalty: 11869.700195
	Iteration 11Q: 3 clusters Score -3626416 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3626607.000000 Penalty: 11869.700195
	Iteration 12Q: 3 clusters Score -3626607 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3626781.750000 Penalty: 11869.700195
	Iteration 13Q: 3 clusters Score -3626782 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3626962.000000 Penalty: 11869.700195
	Iteration 14Q: 3 clusters Score -3626962 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3627091.000000 Penalty: 11869.700195
	Iteration 15Q: 3 clusters Score -3627091 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3627214.500000 Penalty: 11869.700195
	Iteration 16Q: 3 clusters Score -3627214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3627314.750000 Penalty: 11869.700195
	Iteration 17Q: 3 clusters Score -3627315 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3627395.500000 Penalty: 11869.700195
	Iteration 18Q: 3 clusters Score -3627396 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3627463.500000 Penalty: 11869.700195
	Iteration 19Q: 3 clusters Score -3627464 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3627503.750000 Penalty: 11869.700195
	Iteration 20F: 3 clusters Score -3627504 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3627552.750000 Penalty: 11869.700195
	Iteration 21Q: 3 clusters Score -3627553 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3627616.750000 Penalty: 11869.700195
	Iteration 22Q: 3 clusters Score -3627617 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3627662.250000 Penalty: 11869.700195
	Iteration 23Q: 3 clusters Score -3627662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3627698.750000 Penalty: 11869.700195
	Iteration 24Q: 3 clusters Score -3627699 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3627718.750000 Penalty: 11869.700195
	Iteration 25Q: 3 clusters Score -3627719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3627744.250000 Penalty: 11869.700195
	Iteration 26Q: 3 clusters Score -3627744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3627766.250000 Penalty: 11869.700195
	Iteration 27Q: 3 clusters Score -3627766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3627776.500000 Penalty: 11869.700195
	Iteration 28Q: 3 clusters Score -3627776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3627797.750000 Penalty: 11869.700195
	Iteration 29Q: 3 clusters Score -3627798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3627811.000000 Penalty: 11869.700195
	Iteration 30Q: 3 clusters Score -3627811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3627826.000000 Penalty: 11869.700195
	Iteration 31Q: 3 clusters Score -3627826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3627835.500000 Penalty: 11869.700195
	Iteration 32Q: 3 clusters Score -3627836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3627841.000000 Penalty: 11869.700195
	Iteration 33Q: 3 clusters Score -3627841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3627844.750000 Penalty: 11869.700195
	Iteration 34Q: 3 clusters Score -3627845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3627863.750000 Penalty: 11869.700195
	Iteration 35Q: 3 clusters Score -3627864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3627874.750000 Penalty: 11869.700195
	Iteration 36Q: 3 clusters Score -3627875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3627888.750000 Penalty: 11869.700195
	Iteration 37Q: 3 clusters Score -3627889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3627892.750000 Penalty: 11869.700195
	Iteration 38Q: 3 clusters Score -3627893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3627896.250000 Penalty: 11869.700195
	Iteration 39Q: 3 clusters Score -3627896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3627898.500000 Penalty: 11869.700195
	Iteration 40F: 3 clusters Score -3627898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3627902.250000 Penalty: 11869.700195
	Iteration 41Q: 3 clusters Score -3627902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3627908.000000 Penalty: 11869.700195
	Iteration 42Q: 3 clusters Score -3627908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3627911.000000 Penalty: 11869.700195
	Iteration 43Q: 3 clusters Score -3627911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3627907.750000 Penalty: 11869.700195
	Iteration 44Q: 3 clusters Score -3627908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3627909.250000 Penalty: 11869.700195
	Iteration 45Q: 3 clusters Score -3627909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3627910.000000 Penalty: 11869.700195
	Iteration 46Q: 3 clusters Score -3627910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3627906.000000 Penalty: 11869.700195
	Iteration 47Q: 3 clusters Score -3627906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3627911.500000 Penalty: 11869.700195
	Iteration 48Q: 3 clusters Score -3627912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3627907.000000 Penalty: 11869.700195
	Iteration 49Q: 3 clusters Score -3627907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3627907.000000 Penalty: 11869.700195
	Iteration 50F: 3 clusters Score -3627907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Entering Unmasked Estep 
Score: -16306197.000000 Penalty: 6867.926270
	Iteration 0F: 2 clusters Score -1.63062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -16255014.000000 Penalty: 13735.852539
	Iteration 0F: 3 clusters Score -1.625501e+07 nChanged 33276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -16273220.000000 Penalty: 13735.852539
	Iteration 1F: 3 clusters Score -1.627322e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -16275249.000000 Penalty: 13735.852539
	Iteration 2F: 3 clusters Score -1.627525e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -16277818.000000 Penalty: 13735.852539
	Iteration 3F: 3 clusters Score -1.627782e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -16280997.000000 Penalty: 13735.852539
	Iteration 4F: 3 clusters Score -1.6281e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -16284640.000000 Penalty: 13735.852539
	Iteration 5F: 3 clusters Score -1.628464e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -16287637.000000 Penalty: 13735.852539
	Iteration 6F: 3 clusters Score -1.628764e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -16289876.000000 Penalty: 13735.852539
	Iteration 7F: 3 clusters Score -1.628988e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -16291459.000000 Penalty: 13735.852539
	Iteration 8Q: 3 clusters Score -1.629146e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -16292612.000000 Penalty: 13735.852539
	Iteration 9Q: 3 clusters Score -1.629261e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -16293615.000000 Penalty: 13735.852539
	Iteration 10Q: 3 clusters Score -1.629362e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -16294454.000000 Penalty: 13735.852539
	Iteration 11Q: 3 clusters Score -1.629445e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -16295292.000000 Penalty: 13735.852539
	Iteration 12Q: 3 clusters Score -1.629529e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -16296083.000000 Penalty: 13735.852539
	Iteration 13Q: 3 clusters Score -1.629608e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -16296993.000000 Penalty: 13735.852539
	Iteration 14Q: 3 clusters Score -1.629699e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -16297763.000000 Penalty: 13735.852539
	Iteration 15Q: 3 clusters Score -1.629776e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -16298499.000000 Penalty: 13735.852539
	Iteration 16Q: 3 clusters Score -1.62985e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 60824 members 
Entering Unmasked Estep 
Score: -16299211.000000 Penalty: 13735.852539
	Iteration 17Q: 3 clusters Score -1.629921e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -16299830.000000 Penalty: 13735.852539
	Iteration 18Q: 3 clusters Score -1.629983e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -16300352.000000 Penalty: 13735.852539
	Iteration 19Q: 3 clusters Score -1.630035e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -16300835.000000 Penalty: 13735.852539
	Iteration 20F: 3 clusters Score -1.630084e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -16301156.000000 Penalty: 13735.852539
	Iteration 21Q: 3 clusters Score -1.630116e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -16301427.000000 Penalty: 13735.852539
	Iteration 22Q: 3 clusters Score -1.630143e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -16301679.000000 Penalty: 13735.852539
	Iteration 23Q: 3 clusters Score -1.630168e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -16301893.000000 Penalty: 13735.852539
	Iteration 24Q: 3 clusters Score -1.630189e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -16302119.000000 Penalty: 13735.852539
	Iteration 25Q: 3 clusters Score -1.630212e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -16302340.000000 Penalty: 13735.852539
	Iteration 26Q: 3 clusters Score -1.630234e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -16302604.000000 Penalty: 13735.852539
	Iteration 27Q: 3 clusters Score -1.63026e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -16302971.000000 Penalty: 13735.852539
	Iteration 28Q: 3 clusters Score -1.630297e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -16303267.000000 Penalty: 13735.852539
	Iteration 29Q: 3 clusters Score -1.630327e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -16303416.000000 Penalty: 13735.852539
	Iteration 30Q: 3 clusters Score -1.630342e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -16303469.000000 Penalty: 13735.852539
	Iteration 31Q: 3 clusters Score -1.630347e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -16303542.000000 Penalty: 13735.852539
	Iteration 32Q: 3 clusters Score -1.630354e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -16303570.000000 Penalty: 13735.852539
	Iteration 33Q: 3 clusters Score -1.630357e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -16303578.000000 Penalty: 13735.852539
	Iteration 34Q: 3 clusters Score -1.630358e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -16303606.000000 Penalty: 13735.852539
	Iteration 35Q: 3 clusters Score -1.630361e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -16303648.000000 Penalty: 13735.852539
	Iteration 36Q: 3 clusters Score -1.630365e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -16303634.000000 Penalty: 13735.852539
	Iteration 37Q: 3 clusters Score -1.630363e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -16303635.000000 Penalty: 13735.852539
	Iteration 38Q: 3 clusters Score -1.630364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -16303641.000000 Penalty: 13735.852539
	Iteration 39Q: 3 clusters Score -1.630364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -16303635.000000 Penalty: 13735.852539
	Iteration 40F: 3 clusters Score -1.630364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -16303647.000000 Penalty: 13735.852539
	Iteration 41Q: 3 clusters Score -1.630365e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 69068 members 
Entering Unmasked Estep 
Score: -16303631.000000 Penalty: 13735.852539
	Iteration 42Q: 3 clusters Score -1.630363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -16303660.000000 Penalty: 13735.852539
	Iteration 43Q: 3 clusters Score -1.630366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -16303674.000000 Penalty: 13735.852539
	Iteration 44Q: 3 clusters Score -1.630367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -16303669.000000 Penalty: 13735.852539
	Iteration 45Q: 3 clusters Score -1.630367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -16303677.000000 Penalty: 13735.852539
	Iteration 46Q: 3 clusters Score -1.630368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -16303680.000000 Penalty: 13735.852539
	Iteration 47Q: 3 clusters Score -1.630368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -16303674.000000 Penalty: 13735.852539
	Iteration 48Q: 3 clusters Score -1.630367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -16303698.000000 Penalty: 13735.852539
	Iteration 49Q: 3 clusters Score -1.63037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -16303690.000000 Penalty: 13735.852539
	Iteration 50Q: 3 clusters Score -1.630369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -16303701.000000 Penalty: 13735.852539
	Iteration 51Q: 3 clusters Score -1.63037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -16303691.000000 Penalty: 13735.852539
	Iteration 52Q: 3 clusters Score -1.630369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -16303703.000000 Penalty: 13735.852539
	Iteration 53Q: 3 clusters Score -1.63037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -16303703.000000 Penalty: 13735.852539
	Iteration 54Q: 3 clusters Score -1.63037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -16303701.000000 Penalty: 13735.852539
	Iteration 55Q: 3 clusters Score -1.63037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -16303709.000000 Penalty: 13735.852539
	Iteration 56Q: 3 clusters Score -1.630371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -16303707.000000 Penalty: 13735.852539
	Iteration 57Q: 3 clusters Score -1.630371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -16303696.000000 Penalty: 13735.852539
	Iteration 58Q: 3 clusters Score -1.63037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -16303696.000000 Penalty: 13735.852539
	Iteration 59F: 3 clusters Score -1.63037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Entering Unmasked Estep 
Score: -12653017.000000 Penalty: 6720.340332
	Iteration 0F: 2 clusters Score -1.265302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -12612286.000000 Penalty: 13440.680664
	Iteration 0F: 3 clusters Score -1.261229e+07 nChanged 25678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -12626492.000000 Penalty: 13440.680664
	Iteration 1F: 3 clusters Score -1.262649e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -12628479.000000 Penalty: 13440.680664
	Iteration 2F: 3 clusters Score -1.262848e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -12630782.000000 Penalty: 13440.680664
	Iteration 3F: 3 clusters Score -1.263078e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -12633673.000000 Penalty: 13440.680664
	Iteration 4F: 3 clusters Score -1.263367e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -12637203.000000 Penalty: 13440.680664
	Iteration 5F: 3 clusters Score -1.26372e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -12640933.000000 Penalty: 13440.680664
	Iteration 6F: 3 clusters Score -1.264093e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -12644298.000000 Penalty: 13440.680664
	Iteration 7F: 3 clusters Score -1.26443e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -12646664.000000 Penalty: 13440.680664
	Iteration 8F: 3 clusters Score -1.264666e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -12648334.000000 Penalty: 13440.680664
	Iteration 9Q: 3 clusters Score -1.264833e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -12649530.000000 Penalty: 13440.680664
	Iteration 10Q: 3 clusters Score -1.264953e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -12650298.000000 Penalty: 13440.680664
	Iteration 11Q: 3 clusters Score -1.26503e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -12650856.000000 Penalty: 13440.680664
	Iteration 12Q: 3 clusters Score -1.265086e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -12651367.000000 Penalty: 13440.680664
	Iteration 13Q: 3 clusters Score -1.265137e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -12651771.000000 Penalty: 13440.680664
	Iteration 14Q: 3 clusters Score -1.265177e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -12652073.000000 Penalty: 13440.680664
	Iteration 15Q: 3 clusters Score -1.265207e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -12652412.000000 Penalty: 13440.680664
	Iteration 16Q: 3 clusters Score -1.265241e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -12652612.000000 Penalty: 13440.680664
	Iteration 17Q: 3 clusters Score -1.265261e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -12652794.000000 Penalty: 13440.680664
	Iteration 18Q: 3 clusters Score -1.265279e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -12652918.000000 Penalty: 13440.680664
	Iteration 19Q: 3 clusters Score -1.265292e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -12653010.000000 Penalty: 13440.680664
	Iteration 20F: 3 clusters Score -1.265301e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -12653026.000000 Penalty: 13440.680664
	Iteration 21Q: 3 clusters Score -1.265303e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -12653037.000000 Penalty: 13440.680664
	Iteration 22Q: 3 clusters Score -1.265304e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -12653106.000000 Penalty: 13440.680664
	Iteration 23Q: 3 clusters Score -1.265311e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -12653119.000000 Penalty: 13440.680664
	Iteration 24Q: 3 clusters Score -1.265312e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -12653136.000000 Penalty: 13440.680664
	Iteration 25Q: 3 clusters Score -1.265314e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -12653146.000000 Penalty: 13440.680664
	Iteration 26Q: 3 clusters Score -1.265315e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -12653168.000000 Penalty: 13440.680664
	Iteration 27Q: 3 clusters Score -1.265317e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -12653175.000000 Penalty: 13440.680664
	Iteration 28Q: 3 clusters Score -1.265318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -12653185.000000 Penalty: 13440.680664
	Iteration 29Q: 3 clusters Score -1.265318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -12653202.000000 Penalty: 13440.680664
	Iteration 30Q: 3 clusters Score -1.26532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -12653179.000000 Penalty: 13440.680664
	Iteration 31Q: 3 clusters Score -1.265318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -12653186.000000 Penalty: 13440.680664
	Iteration 32Q: 3 clusters Score -1.265319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -12653188.000000 Penalty: 13440.680664
	Iteration 33Q: 3 clusters Score -1.265319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -12653186.000000 Penalty: 13440.680664
	Iteration 34Q: 3 clusters Score -1.265319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -12653186.000000 Penalty: 13440.680664
	Iteration 35F: 3 clusters Score -1.265319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19684 members 
Mstep: Class 5 contains 98737 members 
Mstep: Class 6 contains 61257 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122841 members 
Mstep: Class 9 contains 42714 members 
Mstep: Class 10 contains 119083 members 
Mstep: Class 11 contains 59643 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 72256 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74083 members 
Mstep: Class 18 contains 55045 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 78214 members 
Mstep: Class 21 contains 41693 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39557 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17488 members 
Mstep: Class 28 contains 3175 members 
Entering Unmasked Estep 
Score: -272453088.000000 Penalty: 240310.328125
Splitting cluster 18 changes total score from -272454752.000000 to -272453088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (21009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Entering Unmasked Estep 
Score: -4678861.500000 Penalty: 6096.032715
	Iteration 0F: 2 clusters Score -4678862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4661746.000000 Penalty: 12192.065430
	Iteration 0F: 3 clusters Score -4661746 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4666560.000000 Penalty: 12192.065430
	Iteration 1F: 3 clusters Score -4666560 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4667623.500000 Penalty: 12192.065430
	Iteration 2F: 3 clusters Score -4667624 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4668582.000000 Penalty: 12192.065430
	Iteration 3F: 3 clusters Score -4668582 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -4669584.000000 Penalty: 12192.065430
	Iteration 4F: 3 clusters Score -4669584 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -4670601.500000 Penalty: 12192.065430
	Iteration 5F: 3 clusters Score -4670602 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -4671808.500000 Penalty: 12192.065430
	Iteration 6F: 3 clusters Score -4671808 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -4673112.500000 Penalty: 12192.065430
	Iteration 7F: 3 clusters Score -4673112 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -4674306.000000 Penalty: 12192.065430
	Iteration 8F: 3 clusters Score -4674306 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -4675286.000000 Penalty: 12192.065430
	Iteration 9Q: 3 clusters Score -4675286 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -4675937.000000 Penalty: 12192.065430
	Iteration 10Q: 3 clusters Score -4675937 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -4676227.500000 Penalty: 12192.065430
	Iteration 11Q: 3 clusters Score -4676228 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -4676330.000000 Penalty: 12192.065430
	Iteration 12Q: 3 clusters Score -4676330 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -4676404.000000 Penalty: 12192.065430
	Iteration 13Q: 3 clusters Score -4676404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4676470.500000 Penalty: 12192.065430
	Iteration 14Q: 3 clusters Score -4676470 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -4676480.000000 Penalty: 12192.065430
	Iteration 15Q: 3 clusters Score -4676480 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4676521.500000 Penalty: 12192.065430
	Iteration 16Q: 3 clusters Score -4676522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4676550.000000 Penalty: 12192.065430
	Iteration 17Q: 3 clusters Score -4676550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -4676553.000000 Penalty: 12192.065430
	Iteration 18Q: 3 clusters Score -4676553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -4676569.500000 Penalty: 12192.065430
	Iteration 19Q: 3 clusters Score -4676570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -4676585.500000 Penalty: 12192.065430
	Iteration 20F: 3 clusters Score -4676586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -4676588.000000 Penalty: 12192.065430
	Iteration 21Q: 3 clusters Score -4676588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -4676611.000000 Penalty: 12192.065430
	Iteration 22Q: 3 clusters Score -4676611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4676601.000000 Penalty: 12192.065430
	Iteration 23Q: 3 clusters Score -4676601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -4676613.000000 Penalty: 12192.065430
	Iteration 24Q: 3 clusters Score -4676613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -4676625.000000 Penalty: 12192.065430
	Iteration 25Q: 3 clusters Score -4676625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -4676634.500000 Penalty: 12192.065430
	Iteration 26Q: 3 clusters Score -4676634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4676633.500000 Penalty: 12192.065430
	Iteration 27Q: 3 clusters Score -4676634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4676643.000000 Penalty: 12192.065430
	Iteration 28Q: 3 clusters Score -4676643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -4676649.000000 Penalty: 12192.065430
	Iteration 29Q: 3 clusters Score -4676649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -4676652.000000 Penalty: 12192.065430
	Iteration 30Q: 3 clusters Score -4676652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -4676661.000000 Penalty: 12192.065430
	Iteration 31Q: 3 clusters Score -4676661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4676665.500000 Penalty: 12192.065430
	Iteration 32Q: 3 clusters Score -4676666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -4676679.000000 Penalty: 12192.065430
	Iteration 33Q: 3 clusters Score -4676679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -4676677.000000 Penalty: 12192.065430
	Iteration 34Q: 3 clusters Score -4676677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4676683.500000 Penalty: 12192.065430
	Iteration 35Q: 3 clusters Score -4676684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4676685.000000 Penalty: 12192.065430
	Iteration 36Q: 3 clusters Score -4676685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -4676690.000000 Penalty: 12192.065430
	Iteration 37Q: 3 clusters Score -4676690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -4676703.000000 Penalty: 12192.065430
	Iteration 38Q: 3 clusters Score -4676703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4676708.000000 Penalty: 12192.065430
	Iteration 39Q: 3 clusters Score -4676708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -4676718.000000 Penalty: 12192.065430
	Iteration 40F: 3 clusters Score -4676718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -4676726.500000 Penalty: 12192.065430
	Iteration 41Q: 3 clusters Score -4676726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -4676729.500000 Penalty: 12192.065430
	Iteration 42Q: 3 clusters Score -4676730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -4676735.500000 Penalty: 12192.065430
	Iteration 43Q: 3 clusters Score -4676736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4676758.500000 Penalty: 12192.065430
	Iteration 44Q: 3 clusters Score -4676758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -4676762.000000 Penalty: 12192.065430
	Iteration 45Q: 3 clusters Score -4676762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4676781.000000 Penalty: 12192.065430
	Iteration 46Q: 3 clusters Score -4676781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -4676789.500000 Penalty: 12192.065430
	Iteration 47Q: 3 clusters Score -4676790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -4676790.000000 Penalty: 12192.065430
	Iteration 48Q: 3 clusters Score -4676790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -4676802.500000 Penalty: 12192.065430
	Iteration 49Q: 3 clusters Score -4676802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4676801.000000 Penalty: 12192.065430
	Iteration 50Q: 3 clusters Score -4676801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -4676801.000000 Penalty: 12192.065430
	Iteration 51Q: 3 clusters Score -4676801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4676807.000000 Penalty: 12192.065430
	Iteration 52Q: 3 clusters Score -4676807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -4676804.500000 Penalty: 12192.065430
	Iteration 53Q: 3 clusters Score -4676804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -4676808.000000 Penalty: 12192.065430
	Iteration 54Q: 3 clusters Score -4676808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4676819.500000 Penalty: 12192.065430
	Iteration 55Q: 3 clusters Score -4676820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4676814.500000 Penalty: 12192.065430
	Iteration 56Q: 3 clusters Score -4676814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -4676817.500000 Penalty: 12192.065430
	Iteration 57Q: 3 clusters Score -4676818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -4676825.000000 Penalty: 12192.065430
	Iteration 58Q: 3 clusters Score -4676825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4676821.000000 Penalty: 12192.065430
	Iteration 59Q: 3 clusters Score -4676821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4676823.000000 Penalty: 12192.065430
	Iteration 60F: 3 clusters Score -4676823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -4676827.000000 Penalty: 12192.065430
	Iteration 61Q: 3 clusters Score -4676827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4676827.000000 Penalty: 12192.065430
	Iteration 62Q: 3 clusters Score -4676827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -4676829.000000 Penalty: 12192.065430
	Iteration 63Q: 3 clusters Score -4676829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -4676830.500000 Penalty: 12192.065430
	Iteration 64Q: 3 clusters Score -4676830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4676822.500000 Penalty: 12192.065430
	Iteration 65Q: 3 clusters Score -4676822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -4676825.000000 Penalty: 12192.065430
	Iteration 66Q: 3 clusters Score -4676825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4676834.000000 Penalty: 12192.065430
	Iteration 67Q: 3 clusters Score -4676834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -4676847.000000 Penalty: 12192.065430
	Iteration 68Q: 3 clusters Score -4676847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -4676853.000000 Penalty: 12192.065430
	Iteration 69Q: 3 clusters Score -4676853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4676858.500000 Penalty: 12192.065430
	Iteration 70Q: 3 clusters Score -4676858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -4676864.000000 Penalty: 12192.065430
	Iteration 71Q: 3 clusters Score -4676864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -4676870.500000 Penalty: 12192.065430
	Iteration 72Q: 3 clusters Score -4676870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -4676881.000000 Penalty: 12192.065430
	Iteration 73Q: 3 clusters Score -4676881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4676881.000000 Penalty: 12192.065430
	Iteration 74Q: 3 clusters Score -4676881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -4676890.500000 Penalty: 12192.065430
	Iteration 75Q: 3 clusters Score -4676890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4676882.500000 Penalty: 12192.065430
	Iteration 76Q: 3 clusters Score -4676882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4676891.000000 Penalty: 12192.065430
	Iteration 77Q: 3 clusters Score -4676891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -4676897.000000 Penalty: 12192.065430
	Iteration 78Q: 3 clusters Score -4676897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -4676914.000000 Penalty: 12192.065430
	Iteration 79Q: 3 clusters Score -4676914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -4676921.000000 Penalty: 12192.065430
	Iteration 80F: 3 clusters Score -4676921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4676911.000000 Penalty: 12192.065430
	Iteration 81Q: 3 clusters Score -4676911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4676906.500000 Penalty: 12192.065430
	Iteration 82Q: 3 clusters Score -4676906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4676907.500000 Penalty: 12192.065430
	Iteration 83Q: 3 clusters Score -4676908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4676904.500000 Penalty: 12192.065430
	Iteration 84Q: 3 clusters Score -4676904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -4676907.500000 Penalty: 12192.065430
	Iteration 85Q: 3 clusters Score -4676908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4676900.000000 Penalty: 12192.065430
	Iteration 86Q: 3 clusters Score -4676900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4676907.500000 Penalty: 12192.065430
	Iteration 87Q: 3 clusters Score -4676908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -4676912.000000 Penalty: 12192.065430
	Iteration 88Q: 3 clusters Score -4676912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4676911.500000 Penalty: 12192.065430
	Iteration 89Q: 3 clusters Score -4676912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4676911.500000 Penalty: 12192.065430
	Iteration 90F: 3 clusters Score -4676912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Entering Unmasked Estep 
Score: -17847700.000000 Penalty: 6901.162598
	Iteration 0F: 2 clusters Score -1.78477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -17793854.000000 Penalty: 13802.325195
	Iteration 0F: 3 clusters Score -1.779385e+07 nChanged 35426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -17812888.000000 Penalty: 13802.325195
	Iteration 1F: 3 clusters Score -1.781289e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -17813964.000000 Penalty: 13802.325195
	Iteration 2Q: 3 clusters Score -1.781396e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -17815078.000000 Penalty: 13802.325195
	Iteration 3Q: 3 clusters Score -1.781508e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -17816278.000000 Penalty: 13802.325195
	Iteration 4Q: 3 clusters Score -1.781628e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -17817742.000000 Penalty: 13802.325195
	Iteration 5Q: 3 clusters Score -1.781774e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -17819700.000000 Penalty: 13802.325195
	Iteration 6Q: 3 clusters Score -1.78197e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -17822196.000000 Penalty: 13802.325195
	Iteration 7F: 3 clusters Score -1.78222e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -17825156.000000 Penalty: 13802.325195
	Iteration 8F: 3 clusters Score -1.782516e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -17828348.000000 Penalty: 13802.325195
	Iteration 9F: 3 clusters Score -1.782835e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -17831134.000000 Penalty: 13802.325195
	Iteration 10F: 3 clusters Score -1.783113e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -17833356.000000 Penalty: 13802.325195
	Iteration 11Q: 3 clusters Score -1.783336e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -17835206.000000 Penalty: 13802.325195
	Iteration 12Q: 3 clusters Score -1.783521e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -17836624.000000 Penalty: 13802.325195
	Iteration 13Q: 3 clusters Score -1.783662e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -17837738.000000 Penalty: 13802.325195
	Iteration 14Q: 3 clusters Score -1.783774e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -17838720.000000 Penalty: 13802.325195
	Iteration 15Q: 3 clusters Score -1.783872e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -17839394.000000 Penalty: 13802.325195
	Iteration 16Q: 3 clusters Score -1.783939e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -17840030.000000 Penalty: 13802.325195
	Iteration 17Q: 3 clusters Score -1.784003e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -17840480.000000 Penalty: 13802.325195
	Iteration 18Q: 3 clusters Score -1.784048e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -17840760.000000 Penalty: 13802.325195
	Iteration 19Q: 3 clusters Score -1.784076e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 75880 members 
Entering Unmasked Estep 
Score: -17841116.000000 Penalty: 13802.325195
	Iteration 20F: 3 clusters Score -1.784112e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -17841274.000000 Penalty: 13802.325195
	Iteration 21Q: 3 clusters Score -1.784127e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -17841422.000000 Penalty: 13802.325195
	Iteration 22Q: 3 clusters Score -1.784142e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -17841524.000000 Penalty: 13802.325195
	Iteration 23Q: 3 clusters Score -1.784152e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -17841604.000000 Penalty: 13802.325195
	Iteration 24Q: 3 clusters Score -1.78416e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -17841676.000000 Penalty: 13802.325195
	Iteration 25Q: 3 clusters Score -1.784168e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -17841716.000000 Penalty: 13802.325195
	Iteration 26Q: 3 clusters Score -1.784172e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -17841748.000000 Penalty: 13802.325195
	Iteration 27Q: 3 clusters Score -1.784175e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -17841788.000000 Penalty: 13802.325195
	Iteration 28Q: 3 clusters Score -1.784179e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 76860 members 
Entering Unmasked Estep 
Score: -17841816.000000 Penalty: 13802.325195
	Iteration 29Q: 3 clusters Score -1.784182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 76885 members 
Entering Unmasked Estep 
Score: -17841824.000000 Penalty: 13802.325195
	Iteration 30Q: 3 clusters Score -1.784182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -17841878.000000 Penalty: 13802.325195
	Iteration 31Q: 3 clusters Score -1.784188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -17841878.000000 Penalty: 13802.325195
	Iteration 32Q: 3 clusters Score -1.784188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 76928 members 
Entering Unmasked Estep 
Score: -17841898.000000 Penalty: 13802.325195
	Iteration 33Q: 3 clusters Score -1.78419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -17841894.000000 Penalty: 13802.325195
	Iteration 34Q: 3 clusters Score -1.784189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -17841896.000000 Penalty: 13802.325195
	Iteration 35Q: 3 clusters Score -1.78419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -17841912.000000 Penalty: 13802.325195
	Iteration 36Q: 3 clusters Score -1.784191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 76957 members 
Entering Unmasked Estep 
Score: -17841902.000000 Penalty: 13802.325195
	Iteration 37Q: 3 clusters Score -1.78419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -17841902.000000 Penalty: 13802.325195
	Iteration 38Q: 3 clusters Score -1.78419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 76957 members 
Entering Unmasked Estep 
Score: -17841904.000000 Penalty: 13802.325195
	Iteration 39Q: 3 clusters Score -1.78419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 76957 members 
Entering Unmasked Estep 
Score: -17841904.000000 Penalty: 13802.325195
	Iteration 40F: 3 clusters Score -1.78419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Entering Unmasked Estep 
Score: -9569412.000000 Penalty: 6515.829102
	Iteration 0F: 2 clusters Score -9569412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -9539176.000000 Penalty: 13031.658203
	Iteration 0F: 3 clusters Score -9539176 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -9549062.000000 Penalty: 13031.658203
	Iteration 1F: 3 clusters Score -9549062 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -9549976.000000 Penalty: 13031.658203
	Iteration 2F: 3 clusters Score -9549976 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -9550766.000000 Penalty: 13031.658203
	Iteration 3Q: 3 clusters Score -9550766 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -9551443.000000 Penalty: 13031.658203
	Iteration 4Q: 3 clusters Score -9551443 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -9552062.000000 Penalty: 13031.658203
	Iteration 5Q: 3 clusters Score -9552062 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -9552562.000000 Penalty: 13031.658203
	Iteration 6Q: 3 clusters Score -9552562 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -9553069.000000 Penalty: 13031.658203
	Iteration 7Q: 3 clusters Score -9553069 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -9553625.000000 Penalty: 13031.658203
	Iteration 8Q: 3 clusters Score -9553625 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -9554084.000000 Penalty: 13031.658203
	Iteration 9Q: 3 clusters Score -9554084 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -9554576.000000 Penalty: 13031.658203
	Iteration 10Q: 3 clusters Score -9554576 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -9555011.000000 Penalty: 13031.658203
	Iteration 11Q: 3 clusters Score -9555011 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -9555347.000000 Penalty: 13031.658203
	Iteration 12Q: 3 clusters Score -9555347 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -9555774.000000 Penalty: 13031.658203
	Iteration 13Q: 3 clusters Score -9555774 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -9556128.000000 Penalty: 13031.658203
	Iteration 14Q: 3 clusters Score -9556128 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -9556516.000000 Penalty: 13031.658203
	Iteration 15Q: 3 clusters Score -9556516 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -9556993.000000 Penalty: 13031.658203
	Iteration 16Q: 3 clusters Score -9556993 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -9557608.000000 Penalty: 13031.658203
	Iteration 17Q: 3 clusters Score -9557608 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -9558316.000000 Penalty: 13031.658203
	Iteration 18Q: 3 clusters Score -9558316 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -9559086.000000 Penalty: 13031.658203
	Iteration 19Q: 3 clusters Score -9559086 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -9559897.000000 Penalty: 13031.658203
	Iteration 20F: 3 clusters Score -9559897 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -9560574.000000 Penalty: 13031.658203
	Iteration 21Q: 3 clusters Score -9560574 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -9561261.000000 Penalty: 13031.658203
	Iteration 22Q: 3 clusters Score -9561261 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -9561765.000000 Penalty: 13031.658203
	Iteration 23Q: 3 clusters Score -9561765 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -9562121.000000 Penalty: 13031.658203
	Iteration 24Q: 3 clusters Score -9562121 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -9562457.000000 Penalty: 13031.658203
	Iteration 25Q: 3 clusters Score -9562457 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -9562671.000000 Penalty: 13031.658203
	Iteration 26Q: 3 clusters Score -9562671 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -9562799.000000 Penalty: 13031.658203
	Iteration 27Q: 3 clusters Score -9562799 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -9562896.000000 Penalty: 13031.658203
	Iteration 28Q: 3 clusters Score -9562896 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -9562943.000000 Penalty: 13031.658203
	Iteration 29Q: 3 clusters Score -9562943 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -9562964.000000 Penalty: 13031.658203
	Iteration 30Q: 3 clusters Score -9562964 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -9562997.000000 Penalty: 13031.658203
	Iteration 31Q: 3 clusters Score -9562997 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -9562996.000000 Penalty: 13031.658203
	Iteration 32Q: 3 clusters Score -9562996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9563001.000000 Penalty: 13031.658203
	Iteration 33Q: 3 clusters Score -9563001 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -9562982.000000 Penalty: 13031.658203
	Iteration 34Q: 3 clusters Score -9562982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -9563010.000000 Penalty: 13031.658203
	Iteration 35Q: 3 clusters Score -9563010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -9563020.000000 Penalty: 13031.658203
	Iteration 36Q: 3 clusters Score -9563020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -9563031.000000 Penalty: 13031.658203
	Iteration 37Q: 3 clusters Score -9563031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -9563013.000000 Penalty: 13031.658203
	Iteration 38Q: 3 clusters Score -9563013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -9563008.000000 Penalty: 13031.658203
	Iteration 39Q: 3 clusters Score -9563008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -9562979.000000 Penalty: 13031.658203
	Iteration 40F: 3 clusters Score -9562979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -9562981.000000 Penalty: 13031.658203
	Iteration 41Q: 3 clusters Score -9562981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -9562988.000000 Penalty: 13031.658203
	Iteration 42Q: 3 clusters Score -9562988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -9562996.000000 Penalty: 13031.658203
	Iteration 43Q: 3 clusters Score -9562996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -9562995.000000 Penalty: 13031.658203
	Iteration 44Q: 3 clusters Score -9562995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -9562986.000000 Penalty: 13031.658203
	Iteration 45Q: 3 clusters Score -9562986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -9562993.000000 Penalty: 13031.658203
	Iteration 46Q: 3 clusters Score -9562993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -9562996.000000 Penalty: 13031.658203
	Iteration 47Q: 3 clusters Score -9562996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -9563010.000000 Penalty: 13031.658203
	Iteration 48Q: 3 clusters Score -9563010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -9563014.000000 Penalty: 13031.658203
	Iteration 49Q: 3 clusters Score -9563014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -9563007.000000 Penalty: 13031.658203
	Iteration 50Q: 3 clusters Score -9563007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -9563015.000000 Penalty: 13031.658203
	Iteration 51Q: 3 clusters Score -9563015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -9563020.000000 Penalty: 13031.658203
	Iteration 52Q: 3 clusters Score -9563020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -9563020.000000 Penalty: 13031.658203
	Iteration 53F: 3 clusters Score -9563020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1356701.875000 Penalty: 5314.931641
	Iteration 0F: 2 clusters Score -1356702 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 2922 members 
Entering Unmasked Estep 
Score: -1349019.375000 Penalty: 10629.863281
	Iteration 0F: 3 clusters Score -1349019 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1350352.375000 Penalty: 10629.863281
	Iteration 1F: 3 clusters Score -1350352 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1350728.375000 Penalty: 10629.863281
	Iteration 2F: 3 clusters Score -1350728 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1350897.750000 Penalty: 10629.863281
	Iteration 3Q: 3 clusters Score -1350898 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1350992.625000 Penalty: 10629.863281
	Iteration 4Q: 3 clusters Score -1350993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1351066.750000 Penalty: 10629.863281
	Iteration 5Q: 3 clusters Score -1351067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1351127.375000 Penalty: 10629.863281
	Iteration 6Q: 3 clusters Score -1351127 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1351181.250000 Penalty: 10629.863281
	Iteration 7Q: 3 clusters Score -1351181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1351212.250000 Penalty: 10629.863281
	Iteration 8Q: 3 clusters Score -1351212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1351232.500000 Penalty: 10629.863281
	Iteration 9Q: 3 clusters Score -1351232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1351252.125000 Penalty: 10629.863281
	Iteration 10Q: 3 clusters Score -1351252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1351268.625000 Penalty: 10629.863281
	Iteration 11Q: 3 clusters Score -1351269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1351279.750000 Penalty: 10629.863281
	Iteration 12Q: 3 clusters Score -1351280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1351287.250000 Penalty: 10629.863281
	Iteration 13Q: 3 clusters Score -1351287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1351293.750000 Penalty: 10629.863281
	Iteration 14Q: 3 clusters Score -1351294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1351303.250000 Penalty: 10629.863281
	Iteration 15Q: 3 clusters Score -1351303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1351311.750000 Penalty: 10629.863281
	Iteration 16Q: 3 clusters Score -1351312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1351321.125000 Penalty: 10629.863281
	Iteration 17Q: 3 clusters Score -1351321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1351326.625000 Penalty: 10629.863281
	Iteration 18Q: 3 clusters Score -1351327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1351328.250000 Penalty: 10629.863281
	Iteration 19Q: 3 clusters Score -1351328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1351338.250000 Penalty: 10629.863281
	Iteration 20F: 3 clusters Score -1351338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1351345.500000 Penalty: 10629.863281
	Iteration 21Q: 3 clusters Score -1351346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1351349.250000 Penalty: 10629.863281
	Iteration 22Q: 3 clusters Score -1351349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1351351.625000 Penalty: 10629.863281
	Iteration 23Q: 3 clusters Score -1351352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1351353.750000 Penalty: 10629.863281
	Iteration 24Q: 3 clusters Score -1351354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1351354.625000 Penalty: 10629.863281
	Iteration 25Q: 3 clusters Score -1351355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1351359.250000 Penalty: 10629.863281
	Iteration 26Q: 3 clusters Score -1351359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1351361.375000 Penalty: 10629.863281
	Iteration 27Q: 3 clusters Score -1351361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1351360.500000 Penalty: 10629.863281
	Iteration 28Q: 3 clusters Score -1351360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1351360.500000 Penalty: 10629.863281
	Iteration 29F: 3 clusters Score -1351360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -299092.031250 Penalty: 4425.161621
	Iteration 0F: 2 clusters Score -299092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -294709.375000 Penalty: 8850.323242
	Iteration 0F: 3 clusters Score -294709.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -295186.656250 Penalty: 8850.323242
	Iteration 1F: 3 clusters Score -295186.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -295358.281250 Penalty: 8850.323242
	Iteration 2F: 3 clusters Score -295358.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -295479.937500 Penalty: 8850.323242
	Iteration 3Q: 3 clusters Score -295479.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -295545.187500 Penalty: 8850.323242
	Iteration 4Q: 3 clusters Score -295545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -295580.968750 Penalty: 8850.323242
	Iteration 5Q: 3 clusters Score -295581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -295641.187500 Penalty: 8850.323242
	Iteration 6Q: 3 clusters Score -295641.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -295682.031250 Penalty: 8850.323242
	Iteration 7Q: 3 clusters Score -295682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -295706.656250 Penalty: 8850.323242
	Iteration 8Q: 3 clusters Score -295706.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -295724.593750 Penalty: 8850.323242
	Iteration 9Q: 3 clusters Score -295724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -295734.500000 Penalty: 8850.323242
	Iteration 10Q: 3 clusters Score -295734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -295747.593750 Penalty: 8850.323242
	Iteration 11Q: 3 clusters Score -295747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -295755.031250 Penalty: 8850.323242
	Iteration 12Q: 3 clusters Score -295755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -295760.843750 Penalty: 8850.323242
	Iteration 13Q: 3 clusters Score -295760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -295760.843750 Penalty: 8850.323242
	Iteration 14F: 3 clusters Score -295760.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Entering Unmasked Estep 
Score: -9053189.000000 Penalty: 6483.617676
	Iteration 0F: 2 clusters Score -9053189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -9024077.000000 Penalty: 12967.235352
	Iteration 0F: 3 clusters Score -9024077 nChanged 17244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -9033156.000000 Penalty: 12967.235352
	Iteration 1F: 3 clusters Score -9033156 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -9033971.000000 Penalty: 12967.235352
	Iteration 2F: 3 clusters Score -9033971 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -9034554.000000 Penalty: 12967.235352
	Iteration 3Q: 3 clusters Score -9034554 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -9034958.000000 Penalty: 12967.235352
	Iteration 4Q: 3 clusters Score -9034958 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -9035335.000000 Penalty: 12967.235352
	Iteration 5Q: 3 clusters Score -9035335 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -9035643.000000 Penalty: 12967.235352
	Iteration 6Q: 3 clusters Score -9035643 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -9035984.000000 Penalty: 12967.235352
	Iteration 7Q: 3 clusters Score -9035984 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -9036316.000000 Penalty: 12967.235352
	Iteration 8Q: 3 clusters Score -9036316 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -9036614.000000 Penalty: 12967.235352
	Iteration 9Q: 3 clusters Score -9036614 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -9037065.000000 Penalty: 12967.235352
	Iteration 10Q: 3 clusters Score -9037065 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -9037567.000000 Penalty: 12967.235352
	Iteration 11Q: 3 clusters Score -9037567 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -9038089.000000 Penalty: 12967.235352
	Iteration 12Q: 3 clusters Score -9038089 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -9038550.000000 Penalty: 12967.235352
	Iteration 13Q: 3 clusters Score -9038550 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -9039016.000000 Penalty: 12967.235352
	Iteration 14Q: 3 clusters Score -9039016 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -9039549.000000 Penalty: 12967.235352
	Iteration 15Q: 3 clusters Score -9039549 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -9039987.000000 Penalty: 12967.235352
	Iteration 16Q: 3 clusters Score -9039987 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -9040457.000000 Penalty: 12967.235352
	Iteration 17Q: 3 clusters Score -9040457 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -9040925.000000 Penalty: 12967.235352
	Iteration 18Q: 3 clusters Score -9040925 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -9041434.000000 Penalty: 12967.235352
	Iteration 19Q: 3 clusters Score -9041434 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -9041974.000000 Penalty: 12967.235352
	Iteration 20F: 3 clusters Score -9041974 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -9042571.000000 Penalty: 12967.235352
	Iteration 21Q: 3 clusters Score -9042571 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -9043267.000000 Penalty: 12967.235352
	Iteration 22Q: 3 clusters Score -9043267 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -9043903.000000 Penalty: 12967.235352
	Iteration 23Q: 3 clusters Score -9043903 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -9044546.000000 Penalty: 12967.235352
	Iteration 24Q: 3 clusters Score -9044546 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -9045130.000000 Penalty: 12967.235352
	Iteration 25Q: 3 clusters Score -9045130 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -9045695.000000 Penalty: 12967.235352
	Iteration 26Q: 3 clusters Score -9045695 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -9046144.000000 Penalty: 12967.235352
	Iteration 27Q: 3 clusters Score -9046144 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -9046500.000000 Penalty: 12967.235352
	Iteration 28Q: 3 clusters Score -9046500 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -9046778.000000 Penalty: 12967.235352
	Iteration 29Q: 3 clusters Score -9046778 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -9047002.000000 Penalty: 12967.235352
	Iteration 30Q: 3 clusters Score -9047002 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -9047159.000000 Penalty: 12967.235352
	Iteration 31Q: 3 clusters Score -9047159 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -9047295.000000 Penalty: 12967.235352
	Iteration 32Q: 3 clusters Score -9047295 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -9047380.000000 Penalty: 12967.235352
	Iteration 33Q: 3 clusters Score -9047380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -9047458.000000 Penalty: 12967.235352
	Iteration 34Q: 3 clusters Score -9047458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -9047496.000000 Penalty: 12967.235352
	Iteration 35Q: 3 clusters Score -9047496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -9047567.000000 Penalty: 12967.235352
	Iteration 36Q: 3 clusters Score -9047567 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -9047658.000000 Penalty: 12967.235352
	Iteration 37Q: 3 clusters Score -9047658 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -9047692.000000 Penalty: 12967.235352
	Iteration 38Q: 3 clusters Score -9047692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -9047719.000000 Penalty: 12967.235352
	Iteration 39Q: 3 clusters Score -9047719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -9047753.000000 Penalty: 12967.235352
	Iteration 40F: 3 clusters Score -9047753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -9047769.000000 Penalty: 12967.235352
	Iteration 41Q: 3 clusters Score -9047769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -9047772.000000 Penalty: 12967.235352
	Iteration 42Q: 3 clusters Score -9047772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -9047788.000000 Penalty: 12967.235352
	Iteration 43Q: 3 clusters Score -9047788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -9047789.000000 Penalty: 12967.235352
	Iteration 44Q: 3 clusters Score -9047789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -9047804.000000 Penalty: 12967.235352
	Iteration 45Q: 3 clusters Score -9047804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -9047802.000000 Penalty: 12967.235352
	Iteration 46Q: 3 clusters Score -9047802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -9047816.000000 Penalty: 12967.235352
	Iteration 47Q: 3 clusters Score -9047816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -9047831.000000 Penalty: 12967.235352
	Iteration 48Q: 3 clusters Score -9047831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -9047850.000000 Penalty: 12967.235352
	Iteration 49Q: 3 clusters Score -9047850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -9047868.000000 Penalty: 12967.235352
	Iteration 50Q: 3 clusters Score -9047868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -9047865.000000 Penalty: 12967.235352
	Iteration 51Q: 3 clusters Score -9047865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -9047870.000000 Penalty: 12967.235352
	Iteration 52Q: 3 clusters Score -9047870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -9047871.000000 Penalty: 12967.235352
	Iteration 53Q: 3 clusters Score -9047871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -9047874.000000 Penalty: 12967.235352
	Iteration 54Q: 3 clusters Score -9047874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -9047897.000000 Penalty: 12967.235352
	Iteration 55Q: 3 clusters Score -9047897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -9047901.000000 Penalty: 12967.235352
	Iteration 56Q: 3 clusters Score -9047901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -9047907.000000 Penalty: 12967.235352
	Iteration 57Q: 3 clusters Score -9047907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -9047918.000000 Penalty: 12967.235352
	Iteration 58Q: 3 clusters Score -9047918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -9047929.000000 Penalty: 12967.235352
	Iteration 59Q: 3 clusters Score -9047929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -9047938.000000 Penalty: 12967.235352
	Iteration 60F: 3 clusters Score -9047938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -9047932.000000 Penalty: 12967.235352
	Iteration 61Q: 3 clusters Score -9047932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -9047930.000000 Penalty: 12967.235352
	Iteration 62Q: 3 clusters Score -9047930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -9047932.000000 Penalty: 12967.235352
	Iteration 63Q: 3 clusters Score -9047932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -9047932.000000 Penalty: 12967.235352
	Iteration 64Q: 3 clusters Score -9047932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -9047933.000000 Penalty: 12967.235352
	Iteration 65Q: 3 clusters Score -9047933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -9047933.000000 Penalty: 12967.235352
	Iteration 66F: 3 clusters Score -9047933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Entering Unmasked Estep 
Score: -3790393.250000 Penalty: 5948.837891
	Iteration 0F: 2 clusters Score -3790393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3776081.500000 Penalty: 11897.675781
	Iteration 0F: 3 clusters Score -3776082 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3779806.000000 Penalty: 11897.675781
	Iteration 1F: 3 clusters Score -3779806 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3780408.000000 Penalty: 11897.675781
	Iteration 2F: 3 clusters Score -3780408 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3780788.000000 Penalty: 11897.675781
	Iteration 3Q: 3 clusters Score -3780788 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3781048.250000 Penalty: 11897.675781
	Iteration 4Q: 3 clusters Score -3781048 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3781225.000000 Penalty: 11897.675781
	Iteration 5Q: 3 clusters Score -3781225 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3781375.750000 Penalty: 11897.675781
	Iteration 6Q: 3 clusters Score -3781376 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3781489.500000 Penalty: 11897.675781
	Iteration 7Q: 3 clusters Score -3781490 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3781586.250000 Penalty: 11897.675781
	Iteration 8Q: 3 clusters Score -3781586 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3781671.000000 Penalty: 11897.675781
	Iteration 9Q: 3 clusters Score -3781671 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3781761.250000 Penalty: 11897.675781
	Iteration 10Q: 3 clusters Score -3781761 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3781850.250000 Penalty: 11897.675781
	Iteration 11Q: 3 clusters Score -3781850 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3781930.750000 Penalty: 11897.675781
	Iteration 12Q: 3 clusters Score -3781931 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3782024.000000 Penalty: 11897.675781
	Iteration 13Q: 3 clusters Score -3782024 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3782086.000000 Penalty: 11897.675781
	Iteration 14Q: 3 clusters Score -3782086 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3782155.250000 Penalty: 11897.675781
	Iteration 15Q: 3 clusters Score -3782155 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3782211.250000 Penalty: 11897.675781
	Iteration 16Q: 3 clusters Score -3782211 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3782252.250000 Penalty: 11897.675781
	Iteration 17Q: 3 clusters Score -3782252 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3782289.250000 Penalty: 11897.675781
	Iteration 18Q: 3 clusters Score -3782289 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3782342.500000 Penalty: 11897.675781
	Iteration 19Q: 3 clusters Score -3782342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3782366.750000 Penalty: 11897.675781
	Iteration 20F: 3 clusters Score -3782367 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3782391.250000 Penalty: 11897.675781
	Iteration 21Q: 3 clusters Score -3782391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3782412.750000 Penalty: 11897.675781
	Iteration 22Q: 3 clusters Score -3782413 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3782423.750000 Penalty: 11897.675781
	Iteration 23Q: 3 clusters Score -3782424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3782447.750000 Penalty: 11897.675781
	Iteration 24Q: 3 clusters Score -3782448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3782481.000000 Penalty: 11897.675781
	Iteration 25Q: 3 clusters Score -3782481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3782514.000000 Penalty: 11897.675781
	Iteration 26Q: 3 clusters Score -3782514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -3782533.000000 Penalty: 11897.675781
	Iteration 27Q: 3 clusters Score -3782533 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3782561.000000 Penalty: 11897.675781
	Iteration 28Q: 3 clusters Score -3782561 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3782574.000000 Penalty: 11897.675781
	Iteration 29Q: 3 clusters Score -3782574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3782601.750000 Penalty: 11897.675781
	Iteration 30Q: 3 clusters Score -3782602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3782622.750000 Penalty: 11897.675781
	Iteration 31Q: 3 clusters Score -3782623 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3782667.250000 Penalty: 11897.675781
	Iteration 32Q: 3 clusters Score -3782667 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3782686.250000 Penalty: 11897.675781
	Iteration 33Q: 3 clusters Score -3782686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3782723.000000 Penalty: 11897.675781
	Iteration 34Q: 3 clusters Score -3782723 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3782756.500000 Penalty: 11897.675781
	Iteration 35Q: 3 clusters Score -3782756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -3782790.250000 Penalty: 11897.675781
	Iteration 36Q: 3 clusters Score -3782790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3782825.750000 Penalty: 11897.675781
	Iteration 37Q: 3 clusters Score -3782826 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -3782865.250000 Penalty: 11897.675781
	Iteration 38Q: 3 clusters Score -3782865 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3782900.250000 Penalty: 11897.675781
	Iteration 39Q: 3 clusters Score -3782900 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3782937.750000 Penalty: 11897.675781
	Iteration 40F: 3 clusters Score -3782938 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3782987.500000 Penalty: 11897.675781
	Iteration 41Q: 3 clusters Score -3782988 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3783038.250000 Penalty: 11897.675781
	Iteration 42Q: 3 clusters Score -3783038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3783081.000000 Penalty: 11897.675781
	Iteration 43Q: 3 clusters Score -3783081 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3783119.500000 Penalty: 11897.675781
	Iteration 44Q: 3 clusters Score -3783120 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3783168.500000 Penalty: 11897.675781
	Iteration 45Q: 3 clusters Score -3783168 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3783222.000000 Penalty: 11897.675781
	Iteration 46Q: 3 clusters Score -3783222 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3783272.750000 Penalty: 11897.675781
	Iteration 47Q: 3 clusters Score -3783273 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3783312.000000 Penalty: 11897.675781
	Iteration 48Q: 3 clusters Score -3783312 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3783359.250000 Penalty: 11897.675781
	Iteration 49Q: 3 clusters Score -3783359 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3783424.500000 Penalty: 11897.675781
	Iteration 50Q: 3 clusters Score -3783424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3783493.500000 Penalty: 11897.675781
	Iteration 51Q: 3 clusters Score -3783494 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3783569.250000 Penalty: 11897.675781
	Iteration 52Q: 3 clusters Score -3783569 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3783641.750000 Penalty: 11897.675781
	Iteration 53Q: 3 clusters Score -3783642 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3783708.750000 Penalty: 11897.675781
	Iteration 54Q: 3 clusters Score -3783709 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3783807.750000 Penalty: 11897.675781
	Iteration 55Q: 3 clusters Score -3783808 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3783892.500000 Penalty: 11897.675781
	Iteration 56Q: 3 clusters Score -3783892 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3783984.750000 Penalty: 11897.675781
	Iteration 57Q: 3 clusters Score -3783985 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3784081.750000 Penalty: 11897.675781
	Iteration 58Q: 3 clusters Score -3784082 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3784189.250000 Penalty: 11897.675781
	Iteration 59Q: 3 clusters Score -3784189 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3784262.000000 Penalty: 11897.675781
	Iteration 60F: 3 clusters Score -3784262 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3784347.000000 Penalty: 11897.675781
	Iteration 61Q: 3 clusters Score -3784347 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3784435.000000 Penalty: 11897.675781
	Iteration 62Q: 3 clusters Score -3784435 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3784497.000000 Penalty: 11897.675781
	Iteration 63Q: 3 clusters Score -3784497 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3784571.500000 Penalty: 11897.675781
	Iteration 64Q: 3 clusters Score -3784572 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3784626.500000 Penalty: 11897.675781
	Iteration 65Q: 3 clusters Score -3784626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3784679.250000 Penalty: 11897.675781
	Iteration 66Q: 3 clusters Score -3784679 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3784732.250000 Penalty: 11897.675781
	Iteration 67Q: 3 clusters Score -3784732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3784765.000000 Penalty: 11897.675781
	Iteration 68Q: 3 clusters Score -3784765 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3784794.000000 Penalty: 11897.675781
	Iteration 69Q: 3 clusters Score -3784794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3784828.750000 Penalty: 11897.675781
	Iteration 70Q: 3 clusters Score -3784829 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3784856.250000 Penalty: 11897.675781
	Iteration 71Q: 3 clusters Score -3784856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3784895.750000 Penalty: 11897.675781
	Iteration 72Q: 3 clusters Score -3784896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3784910.750000 Penalty: 11897.675781
	Iteration 73Q: 3 clusters Score -3784911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3784945.000000 Penalty: 11897.675781
	Iteration 74Q: 3 clusters Score -3784945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3784964.000000 Penalty: 11897.675781
	Iteration 75Q: 3 clusters Score -3784964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3784976.250000 Penalty: 11897.675781
	Iteration 76Q: 3 clusters Score -3784976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3784996.500000 Penalty: 11897.675781
	Iteration 77Q: 3 clusters Score -3784996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3785007.250000 Penalty: 11897.675781
	Iteration 78Q: 3 clusters Score -3785007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3785020.000000 Penalty: 11897.675781
	Iteration 79Q: 3 clusters Score -3785020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3785044.000000 Penalty: 11897.675781
	Iteration 80F: 3 clusters Score -3785044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3785070.750000 Penalty: 11897.675781
	Iteration 81Q: 3 clusters Score -3785071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3785087.000000 Penalty: 11897.675781
	Iteration 82Q: 3 clusters Score -3785087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3785098.000000 Penalty: 11897.675781
	Iteration 83Q: 3 clusters Score -3785098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3785113.000000 Penalty: 11897.675781
	Iteration 84Q: 3 clusters Score -3785113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3785125.750000 Penalty: 11897.675781
	Iteration 85Q: 3 clusters Score -3785126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3785134.000000 Penalty: 11897.675781
	Iteration 86Q: 3 clusters Score -3785134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3785146.000000 Penalty: 11897.675781
	Iteration 87Q: 3 clusters Score -3785146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3785146.250000 Penalty: 11897.675781
	Iteration 88Q: 3 clusters Score -3785146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3785160.000000 Penalty: 11897.675781
	Iteration 89Q: 3 clusters Score -3785160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3785170.000000 Penalty: 11897.675781
	Iteration 90Q: 3 clusters Score -3785170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3785181.000000 Penalty: 11897.675781
	Iteration 91Q: 3 clusters Score -3785181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3785185.750000 Penalty: 11897.675781
	Iteration 92Q: 3 clusters Score -3785186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3785190.500000 Penalty: 11897.675781
	Iteration 93Q: 3 clusters Score -3785190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3785190.250000 Penalty: 11897.675781
	Iteration 94Q: 3 clusters Score -3785190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3785188.000000 Penalty: 11897.675781
	Iteration 95Q: 3 clusters Score -3785188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3785193.250000 Penalty: 11897.675781
	Iteration 96Q: 3 clusters Score -3785193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3785200.000000 Penalty: 11897.675781
	Iteration 97Q: 3 clusters Score -3785200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3785199.750000 Penalty: 11897.675781
	Iteration 98Q: 3 clusters Score -3785200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3785197.500000 Penalty: 11897.675781
	Iteration 99Q: 3 clusters Score -3785198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3785199.000000 Penalty: 11897.675781
	Iteration 100F: 3 clusters Score -3785199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3785199.750000 Penalty: 11897.675781
	Iteration 101Q: 3 clusters Score -3785200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3785206.500000 Penalty: 11897.675781
	Iteration 102Q: 3 clusters Score -3785206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3785207.750000 Penalty: 11897.675781
	Iteration 103Q: 3 clusters Score -3785208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3785207.750000 Penalty: 11897.675781
	Iteration 104F: 3 clusters Score -3785208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -237217.968750 Penalty: 4291.601074
	Iteration 0F: 2 clusters Score -237218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -233121.390625 Penalty: 8583.202148
	Iteration 0F: 3 clusters Score -233121.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -233537.093750 Penalty: 8583.202148
	Iteration 1F: 3 clusters Score -233537.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -233715.546875 Penalty: 8583.202148
	Iteration 2Q: 3 clusters Score -233715.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -233813.750000 Penalty: 8583.202148
	Iteration 3Q: 3 clusters Score -233813.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -233886.921875 Penalty: 8583.202148
	Iteration 4Q: 3 clusters Score -233886.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -233963.406250 Penalty: 8583.202148
	Iteration 5Q: 3 clusters Score -233963.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -234025.171875 Penalty: 8583.202148
	Iteration 6Q: 3 clusters Score -234025.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -234087.406250 Penalty: 8583.202148
	Iteration 7Q: 3 clusters Score -234087.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -234138.375000 Penalty: 8583.202148
	Iteration 8Q: 3 clusters Score -234138.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -234183.781250 Penalty: 8583.202148
	Iteration 9Q: 3 clusters Score -234183.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -234203.781250 Penalty: 8583.202148
	Iteration 10Q: 3 clusters Score -234203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -234214.859375 Penalty: 8583.202148
	Iteration 11Q: 3 clusters Score -234214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -234235.843750 Penalty: 8583.202148
	Iteration 12Q: 3 clusters Score -234235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -234248.625000 Penalty: 8583.202148
	Iteration 13Q: 3 clusters Score -234248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -234255.562500 Penalty: 8583.202148
	Iteration 14Q: 3 clusters Score -234255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -234261.468750 Penalty: 8583.202148
	Iteration 15Q: 3 clusters Score -234261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -234288.250000 Penalty: 8583.202148
	Iteration 16Q: 3 clusters Score -234288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -234321.046875 Penalty: 8583.202148
	Iteration 17Q: 3 clusters Score -234321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -234329.843750 Penalty: 8583.202148
	Iteration 18Q: 3 clusters Score -234329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -234332.156250 Penalty: 8583.202148
	Iteration 19Q: 3 clusters Score -234332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -234334.171875 Penalty: 8583.202148
	Iteration 20F: 3 clusters Score -234334.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Entering Unmasked Estep 
Score: -4027221.500000 Penalty: 5983.677734
	Iteration 0F: 2 clusters Score -4027222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -4012368.000000 Penalty: 11967.355469
	Iteration 0F: 3 clusters Score -4012368 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -4015938.250000 Penalty: 11967.355469
	Iteration 1F: 3 clusters Score -4015938 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -4016475.750000 Penalty: 11967.355469
	Iteration 2F: 3 clusters Score -4016476 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -4016791.750000 Penalty: 11967.355469
	Iteration 3Q: 3 clusters Score -4016792 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -4017016.500000 Penalty: 11967.355469
	Iteration 4Q: 3 clusters Score -4017016 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -4017186.000000 Penalty: 11967.355469
	Iteration 5Q: 3 clusters Score -4017186 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -4017312.000000 Penalty: 11967.355469
	Iteration 6Q: 3 clusters Score -4017312 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -4017432.250000 Penalty: 11967.355469
	Iteration 7Q: 3 clusters Score -4017432 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4017509.250000 Penalty: 11967.355469
	Iteration 8Q: 3 clusters Score -4017509 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -4017586.500000 Penalty: 11967.355469
	Iteration 9Q: 3 clusters Score -4017586 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -4017647.250000 Penalty: 11967.355469
	Iteration 10Q: 3 clusters Score -4017647 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -4017710.250000 Penalty: 11967.355469
	Iteration 11Q: 3 clusters Score -4017710 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4017772.000000 Penalty: 11967.355469
	Iteration 12Q: 3 clusters Score -4017772 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4017848.750000 Penalty: 11967.355469
	Iteration 13Q: 3 clusters Score -4017849 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -4017938.000000 Penalty: 11967.355469
	Iteration 14Q: 3 clusters Score -4017938 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4018020.500000 Penalty: 11967.355469
	Iteration 15Q: 3 clusters Score -4018020 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -4018112.500000 Penalty: 11967.355469
	Iteration 16Q: 3 clusters Score -4018112 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -4018222.250000 Penalty: 11967.355469
	Iteration 17Q: 3 clusters Score -4018222 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4018328.500000 Penalty: 11967.355469
	Iteration 18Q: 3 clusters Score -4018328 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -4018434.250000 Penalty: 11967.355469
	Iteration 19Q: 3 clusters Score -4018434 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -4018586.000000 Penalty: 11967.355469
	Iteration 20F: 3 clusters Score -4018586 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4018763.250000 Penalty: 11967.355469
	Iteration 21Q: 3 clusters Score -4018763 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4018974.750000 Penalty: 11967.355469
	Iteration 22Q: 3 clusters Score -4018975 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -4019257.250000 Penalty: 11967.355469
	Iteration 23Q: 3 clusters Score -4019257 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -4019541.000000 Penalty: 11967.355469
	Iteration 24Q: 3 clusters Score -4019541 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -4019874.000000 Penalty: 11967.355469
	Iteration 25Q: 3 clusters Score -4019874 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -4020150.000000 Penalty: 11967.355469
	Iteration 26Q: 3 clusters Score -4020150 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -4020427.750000 Penalty: 11967.355469
	Iteration 27Q: 3 clusters Score -4020428 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -4020694.500000 Penalty: 11967.355469
	Iteration 28Q: 3 clusters Score -4020694 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4020915.500000 Penalty: 11967.355469
	Iteration 29Q: 3 clusters Score -4020916 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -4021148.750000 Penalty: 11967.355469
	Iteration 30Q: 3 clusters Score -4021149 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -4021342.250000 Penalty: 11967.355469
	Iteration 31Q: 3 clusters Score -4021342 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4021457.750000 Penalty: 11967.355469
	Iteration 32Q: 3 clusters Score -4021458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -4021555.500000 Penalty: 11967.355469
	Iteration 33Q: 3 clusters Score -4021556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -4021633.750000 Penalty: 11967.355469
	Iteration 34Q: 3 clusters Score -4021634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4021704.750000 Penalty: 11967.355469
	Iteration 35Q: 3 clusters Score -4021705 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4021747.250000 Penalty: 11967.355469
	Iteration 36Q: 3 clusters Score -4021747 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -4021804.500000 Penalty: 11967.355469
	Iteration 37Q: 3 clusters Score -4021804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -4021829.000000 Penalty: 11967.355469
	Iteration 38Q: 3 clusters Score -4021829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4021844.250000 Penalty: 11967.355469
	Iteration 39Q: 3 clusters Score -4021844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -4021858.500000 Penalty: 11967.355469
	Iteration 40F: 3 clusters Score -4021858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -4021876.250000 Penalty: 11967.355469
	Iteration 41Q: 3 clusters Score -4021876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4021890.750000 Penalty: 11967.355469
	Iteration 42Q: 3 clusters Score -4021891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -4021894.500000 Penalty: 11967.355469
	Iteration 43Q: 3 clusters Score -4021894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4021900.750000 Penalty: 11967.355469
	Iteration 44Q: 3 clusters Score -4021901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -4021908.750000 Penalty: 11967.355469
	Iteration 45Q: 3 clusters Score -4021909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4021922.500000 Penalty: 11967.355469
	Iteration 46Q: 3 clusters Score -4021922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -4021927.750000 Penalty: 11967.355469
	Iteration 47Q: 3 clusters Score -4021928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -4021925.250000 Penalty: 11967.355469
	Iteration 48Q: 3 clusters Score -4021925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -4021929.750000 Penalty: 11967.355469
	Iteration 49Q: 3 clusters Score -4021930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4021928.250000 Penalty: 11967.355469
	Iteration 50Q: 3 clusters Score -4021928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -4021928.750000 Penalty: 11967.355469
	Iteration 51Q: 3 clusters Score -4021929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -4021931.500000 Penalty: 11967.355469
	Iteration 52Q: 3 clusters Score -4021932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4021937.750000 Penalty: 11967.355469
	Iteration 53Q: 3 clusters Score -4021938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -4021943.250000 Penalty: 11967.355469
	Iteration 54Q: 3 clusters Score -4021943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -4021943.250000 Penalty: 11967.355469
	Iteration 55Q: 3 clusters Score -4021943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4021941.250000 Penalty: 11967.355469
	Iteration 56Q: 3 clusters Score -4021941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4021941.250000 Penalty: 11967.355469
	Iteration 57F: 3 clusters Score -4021941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19684 members 
Mstep: Class 5 contains 98737 members 
Mstep: Class 6 contains 61257 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122841 members 
Mstep: Class 9 contains 42714 members 
Mstep: Class 10 contains 119083 members 
Mstep: Class 11 contains 59643 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 72256 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74083 members 
Mstep: Class 18 contains 58220 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 78214 members 
Mstep: Class 21 contains 41693 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39557 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454816.000000 Penalty: 231727.812500
Iteration 279Q: 28 clusters Score -2.724548e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19684 members 
Mstep: Class 5 contains 98751 members 
Mstep: Class 6 contains 61257 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 122827 members 
Mstep: Class 9 contains 42718 members 
Mstep: Class 10 contains 119082 members 
Mstep: Class 11 contains 59644 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 72255 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74081 members 
Mstep: Class 18 contains 58217 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 78199 members 
Mstep: Class 21 contains 41694 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39577 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454848.000000 Penalty: 231727.812500
Iteration 280F: 28 clusters Score -2.724548e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19684 members 
Mstep: Class 5 contains 98760 members 
Mstep: Class 6 contains 61257 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 122813 members 
Mstep: Class 9 contains 42719 members 
Mstep: Class 10 contains 119081 members 
Mstep: Class 11 contains 59645 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131388 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 72251 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74082 members 
Mstep: Class 18 contains 58217 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78186 members 
Mstep: Class 21 contains 41695 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39594 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454880.000000 Penalty: 231727.812500
Iteration 281Q: 28 clusters Score -2.724549e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19684 members 
Mstep: Class 5 contains 98769 members 
Mstep: Class 6 contains 61257 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 122793 members 
Mstep: Class 9 contains 42720 members 
Mstep: Class 10 contains 119079 members 
Mstep: Class 11 contains 59646 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131390 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 72250 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74081 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78175 members 
Mstep: Class 21 contains 41696 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39617 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455040.000000 Penalty: 231727.812500
Iteration 282Q: 28 clusters Score -2.72455e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19684 members 
Mstep: Class 5 contains 98785 members 
Mstep: Class 6 contains 61254 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 122785 members 
Mstep: Class 9 contains 42721 members 
Mstep: Class 10 contains 119077 members 
Mstep: Class 11 contains 59645 members 
Mstep: Class 12 contains 17214 members 
Mstep: Class 13 contains 131392 members 
Mstep: Class 14 contains 38140 members 
Mstep: Class 15 contains 72253 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74082 members 
Mstep: Class 18 contains 58217 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78158 members 
Mstep: Class 21 contains 41696 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39630 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454848.000000 Penalty: 231727.812500
Iteration 283Q: 28 clusters Score -2.724548e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19684 members 
Mstep: Class 5 contains 98793 members 
Mstep: Class 6 contains 61253 members 
Mstep: Class 7 contains 13670 members 
Mstep: Class 8 contains 122780 members 
Mstep: Class 9 contains 42722 members 
Mstep: Class 10 contains 119078 members 
Mstep: Class 11 contains 59645 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131391 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 72257 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74082 members 
Mstep: Class 18 contains 58217 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78147 members 
Mstep: Class 21 contains 41698 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39637 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454848.000000 Penalty: 231727.812500
Iteration 284Q: 28 clusters Score -2.724548e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98800 members 
Mstep: Class 6 contains 61252 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122774 members 
Mstep: Class 9 contains 42722 members 
Mstep: Class 10 contains 119078 members 
Mstep: Class 11 contains 59645 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131390 members 
Mstep: Class 14 contains 38140 members 
Mstep: Class 15 contains 72258 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74083 members 
Mstep: Class 18 contains 58216 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78136 members 
Mstep: Class 21 contains 41698 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39645 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454880.000000 Penalty: 231727.812500
Iteration 285Q: 28 clusters Score -2.724549e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98805 members 
Mstep: Class 6 contains 61253 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 122767 members 
Mstep: Class 9 contains 42722 members 
Mstep: Class 10 contains 119078 members 
Mstep: Class 11 contains 59646 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131390 members 
Mstep: Class 14 contains 38141 members 
Mstep: Class 15 contains 72257 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74081 members 
Mstep: Class 18 contains 58216 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78128 members 
Mstep: Class 21 contains 41698 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39654 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454912.000000 Penalty: 231727.812500
Iteration 286Q: 28 clusters Score -2.724549e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98812 members 
Mstep: Class 6 contains 61254 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122763 members 
Mstep: Class 9 contains 42722 members 
Mstep: Class 10 contains 119078 members 
Mstep: Class 11 contains 59646 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131389 members 
Mstep: Class 14 contains 38140 members 
Mstep: Class 15 contains 72255 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74081 members 
Mstep: Class 18 contains 58214 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78121 members 
Mstep: Class 21 contains 41699 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39663 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454912.000000 Penalty: 231727.812500
Iteration 287Q: 28 clusters Score -2.724549e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98815 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122759 members 
Mstep: Class 9 contains 42723 members 
Mstep: Class 10 contains 119078 members 
Mstep: Class 11 contains 59645 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131387 members 
Mstep: Class 14 contains 38140 members 
Mstep: Class 15 contains 72253 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74080 members 
Mstep: Class 18 contains 58214 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 78118 members 
Mstep: Class 21 contains 41700 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39670 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454976.000000 Penalty: 231727.812500
Iteration 288Q: 28 clusters Score -2.72455e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98820 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122754 members 
Mstep: Class 9 contains 42724 members 
Mstep: Class 10 contains 119077 members 
Mstep: Class 11 contains 59646 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131387 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 72254 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74079 members 
Mstep: Class 18 contains 58213 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 78114 members 
Mstep: Class 21 contains 41700 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39677 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454816.000000 Penalty: 231727.812500
Iteration 289Q: 28 clusters Score -2.724548e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98820 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122745 members 
Mstep: Class 9 contains 42725 members 
Mstep: Class 10 contains 119076 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131388 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 72256 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74075 members 
Mstep: Class 18 contains 58212 members 
Mstep: Class 19 contains 21012 members 
Mstep: Class 20 contains 78112 members 
Mstep: Class 21 contains 41700 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39686 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454816.000000 Penalty: 231727.812500
Iteration 290Q: 28 clusters Score -2.724548e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98819 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122736 members 
Mstep: Class 9 contains 42726 members 
Mstep: Class 10 contains 119076 members 
Mstep: Class 11 contains 59651 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131388 members 
Mstep: Class 14 contains 38140 members 
Mstep: Class 15 contains 72256 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74074 members 
Mstep: Class 18 contains 58214 members 
Mstep: Class 19 contains 21012 members 
Mstep: Class 20 contains 78113 members 
Mstep: Class 21 contains 41700 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39693 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454752.000000 Penalty: 231727.812500
Iteration 291Q: 28 clusters Score -2.724548e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98820 members 
Mstep: Class 6 contains 61256 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122720 members 
Mstep: Class 9 contains 42726 members 
Mstep: Class 10 contains 119076 members 
Mstep: Class 11 contains 59652 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131388 members 
Mstep: Class 14 contains 38140 members 
Mstep: Class 15 contains 72256 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74071 members 
Mstep: Class 18 contains 58212 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 78112 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39710 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454912.000000 Penalty: 231727.812500
Iteration 292Q: 28 clusters Score -2.724549e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98820 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122709 members 
Mstep: Class 9 contains 42725 members 
Mstep: Class 10 contains 119077 members 
Mstep: Class 11 contains 59653 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131388 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 72255 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74070 members 
Mstep: Class 18 contains 58212 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 78112 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39724 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454976.000000 Penalty: 231727.812500
Iteration 293Q: 28 clusters Score -2.72455e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98820 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122685 members 
Mstep: Class 9 contains 42726 members 
Mstep: Class 10 contains 119077 members 
Mstep: Class 11 contains 59652 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 131387 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 72254 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74070 members 
Mstep: Class 18 contains 58212 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 78112 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39749 members 
Mstep: Class 25 contains 16522 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454944.000000 Penalty: 231727.812500
Iteration 294Q: 28 clusters Score -2.724549e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98820 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122659 members 
Mstep: Class 9 contains 42725 members 
Mstep: Class 10 contains 119077 members 
Mstep: Class 11 contains 59652 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 131387 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 72254 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74066 members 
Mstep: Class 18 contains 58212 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78112 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39780 members 
Mstep: Class 25 contains 16523 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454944.000000 Penalty: 231727.812500
Iteration 295Q: 28 clusters Score -2.724549e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98820 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122630 members 
Mstep: Class 9 contains 42725 members 
Mstep: Class 10 contains 119076 members 
Mstep: Class 11 contains 59655 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 131385 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 72253 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74062 members 
Mstep: Class 18 contains 58211 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 78112 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39813 members 
Mstep: Class 25 contains 16524 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454912.000000 Penalty: 231727.812500
Iteration 296Q: 28 clusters Score -2.724549e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98821 members 
Mstep: Class 6 contains 61254 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122606 members 
Mstep: Class 9 contains 42726 members 
Mstep: Class 10 contains 119076 members 
Mstep: Class 11 contains 59656 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38142 members 
Mstep: Class 15 contains 72253 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74059 members 
Mstep: Class 18 contains 58211 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 78112 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39832 members 
Mstep: Class 25 contains 16525 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454816.000000 Penalty: 231727.812500
Iteration 297Q: 28 clusters Score -2.724548e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98822 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122586 members 
Mstep: Class 9 contains 42728 members 
Mstep: Class 10 contains 119075 members 
Mstep: Class 11 contains 59655 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131384 members 
Mstep: Class 14 contains 38143 members 
Mstep: Class 15 contains 72251 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74058 members 
Mstep: Class 18 contains 58210 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 78112 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39856 members 
Mstep: Class 25 contains 16525 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454944.000000 Penalty: 231727.812500
Iteration 298Q: 28 clusters Score -2.724549e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98823 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122561 members 
Mstep: Class 9 contains 42730 members 
Mstep: Class 10 contains 119075 members 
Mstep: Class 11 contains 59655 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131385 members 
Mstep: Class 14 contains 38145 members 
Mstep: Class 15 contains 72249 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74053 members 
Mstep: Class 18 contains 58209 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 78112 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39882 members 
Mstep: Class 25 contains 16525 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454880.000000 Penalty: 231727.812500
Iteration 299Q: 28 clusters Score -2.724549e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98825 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122543 members 
Mstep: Class 9 contains 42735 members 
Mstep: Class 10 contains 119076 members 
Mstep: Class 11 contains 59654 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38143 members 
Mstep: Class 15 contains 72248 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74046 members 
Mstep: Class 18 contains 58209 members 
Mstep: Class 19 contains 21008 members 
Mstep: Class 20 contains 78112 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39906 members 
Mstep: Class 25 contains 16525 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454944.000000 Penalty: 231727.812500
Iteration 300F: 28 clusters Score -2.724549e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98826 members 
Mstep: Class 6 contains 61254 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122528 members 
Mstep: Class 9 contains 42737 members 
Mstep: Class 10 contains 119079 members 
Mstep: Class 11 contains 59652 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 72246 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74040 members 
Mstep: Class 18 contains 58209 members 
Mstep: Class 19 contains 21008 members 
Mstep: Class 20 contains 78110 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39928 members 
Mstep: Class 25 contains 16525 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454976.000000 Penalty: 231727.812500
Iteration 301Q: 28 clusters Score -2.72455e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98827 members 
Mstep: Class 6 contains 61254 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 122511 members 
Mstep: Class 9 contains 42737 members 
Mstep: Class 10 contains 119081 members 
Mstep: Class 11 contains 59651 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131384 members 
Mstep: Class 14 contains 38146 members 
Mstep: Class 15 contains 72245 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74040 members 
Mstep: Class 18 contains 58209 members 
Mstep: Class 19 contains 21007 members 
Mstep: Class 20 contains 78106 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39943 members 
Mstep: Class 25 contains 16526 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455136.000000 Penalty: 231727.812500
Iteration 302Q: 28 clusters Score -2.724551e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98830 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 122491 members 
Mstep: Class 9 contains 42737 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59651 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38148 members 
Mstep: Class 15 contains 72245 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74038 members 
Mstep: Class 18 contains 58209 members 
Mstep: Class 19 contains 21007 members 
Mstep: Class 20 contains 78104 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39960 members 
Mstep: Class 25 contains 16527 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455104.000000 Penalty: 231727.812500
Iteration 303Q: 28 clusters Score -2.724551e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98830 members 
Mstep: Class 6 contains 61254 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 122476 members 
Mstep: Class 9 contains 42737 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59651 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131382 members 
Mstep: Class 14 contains 38147 members 
Mstep: Class 15 contains 72246 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74036 members 
Mstep: Class 18 contains 58210 members 
Mstep: Class 19 contains 21007 members 
Mstep: Class 20 contains 78104 members 
Mstep: Class 21 contains 41700 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 39978 members 
Mstep: Class 25 contains 16527 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455136.000000 Penalty: 231727.812500
Iteration 304Q: 28 clusters Score -2.724551e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98830 members 
Mstep: Class 6 contains 61251 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122455 members 
Mstep: Class 9 contains 42737 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59652 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131381 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 72247 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74035 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21007 members 
Mstep: Class 20 contains 78105 members 
Mstep: Class 21 contains 41702 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40004 members 
Mstep: Class 25 contains 16527 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455104.000000 Penalty: 231727.812500
Iteration 305Q: 28 clusters Score -2.724551e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98830 members 
Mstep: Class 6 contains 61247 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122442 members 
Mstep: Class 9 contains 42737 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59652 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 131381 members 
Mstep: Class 14 contains 38142 members 
Mstep: Class 15 contains 72248 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74037 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78104 members 
Mstep: Class 21 contains 41703 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40022 members 
Mstep: Class 25 contains 16527 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455200.000000 Penalty: 231727.812500
Iteration 306Q: 28 clusters Score -2.724552e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98830 members 
Mstep: Class 6 contains 61245 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122439 members 
Mstep: Class 9 contains 42739 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131382 members 
Mstep: Class 14 contains 38141 members 
Mstep: Class 15 contains 72249 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74037 members 
Mstep: Class 18 contains 58209 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78102 members 
Mstep: Class 21 contains 41704 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40026 members 
Mstep: Class 25 contains 16527 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455168.000000 Penalty: 231727.812500
Iteration 307Q: 28 clusters Score -2.724552e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98831 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122434 members 
Mstep: Class 9 contains 42738 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59651 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131382 members 
Mstep: Class 14 contains 38140 members 
Mstep: Class 15 contains 72251 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74038 members 
Mstep: Class 18 contains 58209 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78100 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40031 members 
Mstep: Class 25 contains 16528 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455200.000000 Penalty: 231727.812500
Iteration 308Q: 28 clusters Score -2.724552e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98833 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122433 members 
Mstep: Class 9 contains 42739 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59651 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131382 members 
Mstep: Class 14 contains 38137 members 
Mstep: Class 15 contains 72249 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74038 members 
Mstep: Class 18 contains 58209 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78097 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40036 members 
Mstep: Class 25 contains 16530 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455072.000000 Penalty: 231727.812500
Iteration 309Q: 28 clusters Score -2.724551e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122429 members 
Mstep: Class 9 contains 42744 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38135 members 
Mstep: Class 15 contains 72247 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74034 members 
Mstep: Class 18 contains 58209 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78095 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40042 members 
Mstep: Class 25 contains 16532 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454912.000000 Penalty: 231727.812500
Iteration 310Q: 28 clusters Score -2.724549e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98836 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122426 members 
Mstep: Class 9 contains 42746 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17212 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38133 members 
Mstep: Class 15 contains 72247 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74031 members 
Mstep: Class 18 contains 58209 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78094 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40046 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454912.000000 Penalty: 231727.812500
Iteration 311Q: 28 clusters Score -2.724549e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98836 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122422 members 
Mstep: Class 9 contains 42746 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38133 members 
Mstep: Class 15 contains 72248 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74031 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78094 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40050 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454944.000000 Penalty: 231727.812500
Iteration 312Q: 28 clusters Score -2.724549e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98836 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122420 members 
Mstep: Class 9 contains 42746 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38133 members 
Mstep: Class 15 contains 72247 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74031 members 
Mstep: Class 18 contains 58208 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78093 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40053 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454880.000000 Penalty: 231727.812500
Iteration 313Q: 28 clusters Score -2.724549e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98836 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122416 members 
Mstep: Class 9 contains 42746 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38134 members 
Mstep: Class 15 contains 72246 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74032 members 
Mstep: Class 18 contains 58208 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78093 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40056 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454880.000000 Penalty: 231727.812500
Iteration 314Q: 28 clusters Score -2.724549e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98836 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122413 members 
Mstep: Class 9 contains 42746 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38136 members 
Mstep: Class 15 contains 72244 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74032 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78093 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40060 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454848.000000 Penalty: 231727.812500
Iteration 315Q: 28 clusters Score -2.724548e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15867 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98836 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122411 members 
Mstep: Class 9 contains 42746 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131383 members 
Mstep: Class 14 contains 38136 members 
Mstep: Class 15 contains 72241 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74032 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78093 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40063 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454848.000000 Penalty: 231727.812500
Iteration 316Q: 28 clusters Score -2.724548e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15867 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98836 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122405 members 
Mstep: Class 9 contains 42746 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131384 members 
Mstep: Class 14 contains 38136 members 
Mstep: Class 15 contains 72242 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74030 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78093 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40069 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454880.000000 Penalty: 231727.812500
Iteration 317Q: 28 clusters Score -2.724549e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15867 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98836 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122399 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131385 members 
Mstep: Class 14 contains 38137 members 
Mstep: Class 15 contains 72240 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74030 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78092 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40075 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454848.000000 Penalty: 231727.812500
Iteration 318Q: 28 clusters Score -2.724548e+08 nChanged 13
Entering ConstructFrom: 
Score: -272454848.000000 Penalty: 231727.812500
Entering ConstructFrom: 
Trying to split cluster 1 (32571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Entering Unmasked Estep 
Score: -7428333.500000 Penalty: 6364.596191
	Iteration 0F: 2 clusters Score -7428334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -7403824.000000 Penalty: 12729.192383
	Iteration 0F: 3 clusters Score -7403824 nChanged 13813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -7411126.500000 Penalty: 12729.192383
	Iteration 1F: 3 clusters Score -7411126 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -7411849.000000 Penalty: 12729.192383
	Iteration 2F: 3 clusters Score -7411849 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -7412394.500000 Penalty: 12729.192383
	Iteration 3Q: 3 clusters Score -7412394 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -7412769.500000 Penalty: 12729.192383
	Iteration 4Q: 3 clusters Score -7412770 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -7413057.000000 Penalty: 12729.192383
	Iteration 5Q: 3 clusters Score -7413057 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -7413266.000000 Penalty: 12729.192383
	Iteration 6Q: 3 clusters Score -7413266 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -7413451.500000 Penalty: 12729.192383
	Iteration 7Q: 3 clusters Score -7413452 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -7413585.500000 Penalty: 12729.192383
	Iteration 8Q: 3 clusters Score -7413586 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -7413704.500000 Penalty: 12729.192383
	Iteration 9Q: 3 clusters Score -7413704 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -7413798.000000 Penalty: 12729.192383
	Iteration 10Q: 3 clusters Score -7413798 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -7413868.500000 Penalty: 12729.192383
	Iteration 11Q: 3 clusters Score -7413868 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -7413908.000000 Penalty: 12729.192383
	Iteration 12Q: 3 clusters Score -7413908 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -7413966.000000 Penalty: 12729.192383
	Iteration 13Q: 3 clusters Score -7413966 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -7414040.500000 Penalty: 12729.192383
	Iteration 14Q: 3 clusters Score -7414040 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -7414074.500000 Penalty: 12729.192383
	Iteration 15Q: 3 clusters Score -7414074 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -7414116.500000 Penalty: 12729.192383
	Iteration 16Q: 3 clusters Score -7414116 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -7414160.500000 Penalty: 12729.192383
	Iteration 17Q: 3 clusters Score -7414160 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -7414212.000000 Penalty: 12729.192383
	Iteration 18Q: 3 clusters Score -7414212 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -7414235.000000 Penalty: 12729.192383
	Iteration 19Q: 3 clusters Score -7414235 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -7414304.500000 Penalty: 12729.192383
	Iteration 20F: 3 clusters Score -7414304 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -7414331.500000 Penalty: 12729.192383
	Iteration 21Q: 3 clusters Score -7414332 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -7414430.500000 Penalty: 12729.192383
	Iteration 22Q: 3 clusters Score -7414430 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -7414516.500000 Penalty: 12729.192383
	Iteration 23Q: 3 clusters Score -7414516 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -7414586.000000 Penalty: 12729.192383
	Iteration 24Q: 3 clusters Score -7414586 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -7414651.000000 Penalty: 12729.192383
	Iteration 25Q: 3 clusters Score -7414651 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -7414773.000000 Penalty: 12729.192383
	Iteration 26Q: 3 clusters Score -7414773 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -7414897.000000 Penalty: 12729.192383
	Iteration 27Q: 3 clusters Score -7414897 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -7415107.000000 Penalty: 12729.192383
	Iteration 28Q: 3 clusters Score -7415107 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -7415332.500000 Penalty: 12729.192383
	Iteration 29Q: 3 clusters Score -7415332 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -7415675.000000 Penalty: 12729.192383
	Iteration 30Q: 3 clusters Score -7415675 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -7416066.000000 Penalty: 12729.192383
	Iteration 31Q: 3 clusters Score -7416066 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -7416558.000000 Penalty: 12729.192383
	Iteration 32Q: 3 clusters Score -7416558 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -7417332.000000 Penalty: 12729.192383
	Iteration 33Q: 3 clusters Score -7417332 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -7418228.500000 Penalty: 12729.192383
	Iteration 34Q: 3 clusters Score -7418228 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -7419240.000000 Penalty: 12729.192383
	Iteration 35Q: 3 clusters Score -7419240 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -7420206.500000 Penalty: 12729.192383
	Iteration 36Q: 3 clusters Score -7420206 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -7421048.500000 Penalty: 12729.192383
	Iteration 37Q: 3 clusters Score -7421048 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -7421614.000000 Penalty: 12729.192383
	Iteration 38Q: 3 clusters Score -7421614 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -7421972.000000 Penalty: 12729.192383
	Iteration 39Q: 3 clusters Score -7421972 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -7422175.500000 Penalty: 12729.192383
	Iteration 40F: 3 clusters Score -7422176 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -7422317.000000 Penalty: 12729.192383
	Iteration 41Q: 3 clusters Score -7422317 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -7422408.000000 Penalty: 12729.192383
	Iteration 42Q: 3 clusters Score -7422408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -7422473.500000 Penalty: 12729.192383
	Iteration 43Q: 3 clusters Score -7422474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -7422547.000000 Penalty: 12729.192383
	Iteration 44Q: 3 clusters Score -7422547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -7422581.000000 Penalty: 12729.192383
	Iteration 45Q: 3 clusters Score -7422581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -7422620.000000 Penalty: 12729.192383
	Iteration 46Q: 3 clusters Score -7422620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -7422628.500000 Penalty: 12729.192383
	Iteration 47Q: 3 clusters Score -7422628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -7422667.000000 Penalty: 12729.192383
	Iteration 48Q: 3 clusters Score -7422667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -7422677.000000 Penalty: 12729.192383
	Iteration 49Q: 3 clusters Score -7422677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -7422689.000000 Penalty: 12729.192383
	Iteration 50Q: 3 clusters Score -7422689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -7422705.000000 Penalty: 12729.192383
	Iteration 51Q: 3 clusters Score -7422705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -7422711.500000 Penalty: 12729.192383
	Iteration 52Q: 3 clusters Score -7422712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -7422723.000000 Penalty: 12729.192383
	Iteration 53Q: 3 clusters Score -7422723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -7422730.500000 Penalty: 12729.192383
	Iteration 54Q: 3 clusters Score -7422730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -7422738.000000 Penalty: 12729.192383
	Iteration 55Q: 3 clusters Score -7422738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -7422740.500000 Penalty: 12729.192383
	Iteration 56Q: 3 clusters Score -7422740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -7422743.000000 Penalty: 12729.192383
	Iteration 57Q: 3 clusters Score -7422743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -7422741.500000 Penalty: 12729.192383
	Iteration 58Q: 3 clusters Score -7422742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -7422744.500000 Penalty: 12729.192383
	Iteration 59Q: 3 clusters Score -7422744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -7422747.000000 Penalty: 12729.192383
	Iteration 60F: 3 clusters Score -7422747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -7422747.500000 Penalty: 12729.192383
	Iteration 61Q: 3 clusters Score -7422748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -7422745.500000 Penalty: 12729.192383
	Iteration 62Q: 3 clusters Score -7422746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -7422746.000000 Penalty: 12729.192383
	Iteration 63Q: 3 clusters Score -7422746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -7422746.000000 Penalty: 12729.192383
	Iteration 64F: 3 clusters Score -7422746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Entering Unmasked Estep 
Score: -3639403.750000 Penalty: 5924.098145
	Iteration 0F: 2 clusters Score -3639404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3625446.750000 Penalty: 11848.196289
	Iteration 0F: 3 clusters Score -3625447 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3628792.250000 Penalty: 11848.196289
	Iteration 1F: 3 clusters Score -3628792 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3629303.250000 Penalty: 11848.196289
	Iteration 2F: 3 clusters Score -3629303 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3629600.500000 Penalty: 11848.196289
	Iteration 3Q: 3 clusters Score -3629600 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3629837.500000 Penalty: 11848.196289
	Iteration 4Q: 3 clusters Score -3629838 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3629996.000000 Penalty: 11848.196289
	Iteration 5Q: 3 clusters Score -3629996 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3630123.250000 Penalty: 11848.196289
	Iteration 6Q: 3 clusters Score -3630123 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3630222.500000 Penalty: 11848.196289
	Iteration 7Q: 3 clusters Score -3630222 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3630306.750000 Penalty: 11848.196289
	Iteration 8Q: 3 clusters Score -3630307 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3630398.500000 Penalty: 11848.196289
	Iteration 9Q: 3 clusters Score -3630398 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3630464.500000 Penalty: 11848.196289
	Iteration 10Q: 3 clusters Score -3630464 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3630531.250000 Penalty: 11848.196289
	Iteration 11Q: 3 clusters Score -3630531 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -3630592.500000 Penalty: 11848.196289
	Iteration 12Q: 3 clusters Score -3630592 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3630654.250000 Penalty: 11848.196289
	Iteration 13Q: 3 clusters Score -3630654 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3630715.250000 Penalty: 11848.196289
	Iteration 14Q: 3 clusters Score -3630715 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3630765.250000 Penalty: 11848.196289
	Iteration 15Q: 3 clusters Score -3630765 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3630804.250000 Penalty: 11848.196289
	Iteration 16Q: 3 clusters Score -3630804 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3630858.250000 Penalty: 11848.196289
	Iteration 17Q: 3 clusters Score -3630858 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3630915.000000 Penalty: 11848.196289
	Iteration 18Q: 3 clusters Score -3630915 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3630965.250000 Penalty: 11848.196289
	Iteration 19Q: 3 clusters Score -3630965 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3630994.750000 Penalty: 11848.196289
	Iteration 20F: 3 clusters Score -3630995 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3631044.750000 Penalty: 11848.196289
	Iteration 21Q: 3 clusters Score -3631045 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3631098.000000 Penalty: 11848.196289
	Iteration 22Q: 3 clusters Score -3631098 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3631181.000000 Penalty: 11848.196289
	Iteration 23Q: 3 clusters Score -3631181 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3631240.250000 Penalty: 11848.196289
	Iteration 24Q: 3 clusters Score -3631240 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3631327.500000 Penalty: 11848.196289
	Iteration 25Q: 3 clusters Score -3631328 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3631420.500000 Penalty: 11848.196289
	Iteration 26Q: 3 clusters Score -3631420 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3631557.250000 Penalty: 11848.196289
	Iteration 27Q: 3 clusters Score -3631557 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3631717.750000 Penalty: 11848.196289
	Iteration 28Q: 3 clusters Score -3631718 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3631905.250000 Penalty: 11848.196289
	Iteration 29Q: 3 clusters Score -3631905 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3632089.500000 Penalty: 11848.196289
	Iteration 30Q: 3 clusters Score -3632090 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3632295.500000 Penalty: 11848.196289
	Iteration 31Q: 3 clusters Score -3632296 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3632526.500000 Penalty: 11848.196289
	Iteration 32Q: 3 clusters Score -3632526 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3632766.000000 Penalty: 11848.196289
	Iteration 33Q: 3 clusters Score -3632766 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3632981.750000 Penalty: 11848.196289
	Iteration 34Q: 3 clusters Score -3632982 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3633158.250000 Penalty: 11848.196289
	Iteration 35Q: 3 clusters Score -3633158 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3633308.000000 Penalty: 11848.196289
	Iteration 36Q: 3 clusters Score -3633308 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3633489.250000 Penalty: 11848.196289
	Iteration 37Q: 3 clusters Score -3633489 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3633620.250000 Penalty: 11848.196289
	Iteration 38Q: 3 clusters Score -3633620 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3633755.250000 Penalty: 11848.196289
	Iteration 39Q: 3 clusters Score -3633755 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3633847.250000 Penalty: 11848.196289
	Iteration 40F: 3 clusters Score -3633847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3633923.500000 Penalty: 11848.196289
	Iteration 41Q: 3 clusters Score -3633924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3633989.500000 Penalty: 11848.196289
	Iteration 42Q: 3 clusters Score -3633990 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3634055.250000 Penalty: 11848.196289
	Iteration 43Q: 3 clusters Score -3634055 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3634114.250000 Penalty: 11848.196289
	Iteration 44Q: 3 clusters Score -3634114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3634162.500000 Penalty: 11848.196289
	Iteration 45Q: 3 clusters Score -3634162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3634194.250000 Penalty: 11848.196289
	Iteration 46Q: 3 clusters Score -3634194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3634221.750000 Penalty: 11848.196289
	Iteration 47Q: 3 clusters Score -3634222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3634238.750000 Penalty: 11848.196289
	Iteration 48Q: 3 clusters Score -3634239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3634253.750000 Penalty: 11848.196289
	Iteration 49Q: 3 clusters Score -3634254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3634267.750000 Penalty: 11848.196289
	Iteration 50Q: 3 clusters Score -3634268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3634286.750000 Penalty: 11848.196289
	Iteration 51Q: 3 clusters Score -3634287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3634311.500000 Penalty: 11848.196289
	Iteration 52Q: 3 clusters Score -3634312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3634329.000000 Penalty: 11848.196289
	Iteration 53Q: 3 clusters Score -3634329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3634343.000000 Penalty: 11848.196289
	Iteration 54Q: 3 clusters Score -3634343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3634352.500000 Penalty: 11848.196289
	Iteration 55Q: 3 clusters Score -3634352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3634362.000000 Penalty: 11848.196289
	Iteration 56Q: 3 clusters Score -3634362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3634361.250000 Penalty: 11848.196289
	Iteration 57Q: 3 clusters Score -3634361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3634364.250000 Penalty: 11848.196289
	Iteration 58Q: 3 clusters Score -3634364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3634359.500000 Penalty: 11848.196289
	Iteration 59Q: 3 clusters Score -3634360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3634359.500000 Penalty: 11848.196289
	Iteration 60F: 3 clusters Score -3634360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -217795.125000 Penalty: 4273.584961
	Iteration 0F: 2 clusters Score -217795.1 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 562 members 
Entering Unmasked Estep 
Score: -213934.562500 Penalty: 8547.169922
	Iteration 0F: 3 clusters Score -213934.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -214588.390625 Penalty: 8547.169922
	Iteration 1F: 3 clusters Score -214588.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -214757.125000 Penalty: 8547.169922
	Iteration 2F: 3 clusters Score -214757.1 nChanged 26
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: -214874.093750 Penalty: 8547.169922
	Iteration 3Q: 3 clusters Score -214874.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -214949.750000 Penalty: 8547.169922
	Iteration 4Q: 3 clusters Score -214949.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -215000.953125 Penalty: 8547.169922
	Iteration 5Q: 3 clusters Score -215001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -215036.593750 Penalty: 8547.169922
	Iteration 6Q: 3 clusters Score -215036.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -215078.578125 Penalty: 8547.169922
	Iteration 7Q: 3 clusters Score -215078.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -215138.343750 Penalty: 8547.169922
	Iteration 8Q: 3 clusters Score -215138.3 nChanged 15
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: -215168.859375 Penalty: 8547.169922
	Iteration 9Q: 3 clusters Score -215168.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -215208.359375 Penalty: 8547.169922
	Iteration 10Q: 3 clusters Score -215208.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -215251.109375 Penalty: 8547.169922
	Iteration 11Q: 3 clusters Score -215251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -215297.031250 Penalty: 8547.169922
	Iteration 12Q: 3 clusters Score -215297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -215322.515625 Penalty: 8547.169922
	Iteration 13Q: 3 clusters Score -215322.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -215345.609375 Penalty: 8547.169922
	Iteration 14Q: 3 clusters Score -215345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -215372.390625 Penalty: 8547.169922
	Iteration 15Q: 3 clusters Score -215372.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -215383.265625 Penalty: 8547.169922
	Iteration 16Q: 3 clusters Score -215383.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -215389.468750 Penalty: 8547.169922
	Iteration 17Q: 3 clusters Score -215389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -215390.875000 Penalty: 8547.169922
	Iteration 18Q: 3 clusters Score -215390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -215390.875000 Penalty: 8547.169922
	Iteration 19F: 3 clusters Score -215390.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Entering Unmasked Estep 
Score: -4545685.000000 Penalty: 6056.162598
	Iteration 0F: 2 clusters Score -4545685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -4529397.500000 Penalty: 12112.325195
	Iteration 0F: 3 clusters Score -4529398 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4533584.500000 Penalty: 12112.325195
	Iteration 1F: 3 clusters Score -4533584 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4534185.500000 Penalty: 12112.325195
	Iteration 2F: 3 clusters Score -4534186 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -4534574.000000 Penalty: 12112.325195
	Iteration 3Q: 3 clusters Score -4534574 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4534840.000000 Penalty: 12112.325195
	Iteration 4Q: 3 clusters Score -4534840 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -4535035.500000 Penalty: 12112.325195
	Iteration 5Q: 3 clusters Score -4535036 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4535210.500000 Penalty: 12112.325195
	Iteration 6Q: 3 clusters Score -4535210 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4535334.000000 Penalty: 12112.325195
	Iteration 7Q: 3 clusters Score -4535334 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -4535421.500000 Penalty: 12112.325195
	Iteration 8Q: 3 clusters Score -4535422 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -4535522.500000 Penalty: 12112.325195
	Iteration 9Q: 3 clusters Score -4535522 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -4535604.500000 Penalty: 12112.325195
	Iteration 10Q: 3 clusters Score -4535604 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -4535686.500000 Penalty: 12112.325195
	Iteration 11Q: 3 clusters Score -4535686 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -4535731.500000 Penalty: 12112.325195
	Iteration 12Q: 3 clusters Score -4535732 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -4535808.000000 Penalty: 12112.325195
	Iteration 13Q: 3 clusters Score -4535808 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -4535859.500000 Penalty: 12112.325195
	Iteration 14Q: 3 clusters Score -4535860 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -4535935.000000 Penalty: 12112.325195
	Iteration 15Q: 3 clusters Score -4535935 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4535982.000000 Penalty: 12112.325195
	Iteration 16Q: 3 clusters Score -4535982 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -4536027.000000 Penalty: 12112.325195
	Iteration 17Q: 3 clusters Score -4536027 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4536064.500000 Penalty: 12112.325195
	Iteration 18Q: 3 clusters Score -4536064 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -4536123.000000 Penalty: 12112.325195
	Iteration 19Q: 3 clusters Score -4536123 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4536190.000000 Penalty: 12112.325195
	Iteration 20F: 3 clusters Score -4536190 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4536230.500000 Penalty: 12112.325195
	Iteration 21Q: 3 clusters Score -4536230 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -4536262.000000 Penalty: 12112.325195
	Iteration 22Q: 3 clusters Score -4536262 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -4536286.500000 Penalty: 12112.325195
	Iteration 23Q: 3 clusters Score -4536286 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -4536303.500000 Penalty: 12112.325195
	Iteration 24Q: 3 clusters Score -4536304 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -4536330.000000 Penalty: 12112.325195
	Iteration 25Q: 3 clusters Score -4536330 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -4536383.500000 Penalty: 12112.325195
	Iteration 26Q: 3 clusters Score -4536384 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -4536420.500000 Penalty: 12112.325195
	Iteration 27Q: 3 clusters Score -4536420 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -4536482.500000 Penalty: 12112.325195
	Iteration 28Q: 3 clusters Score -4536482 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -4536538.000000 Penalty: 12112.325195
	Iteration 29Q: 3 clusters Score -4536538 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4536584.000000 Penalty: 12112.325195
	Iteration 30Q: 3 clusters Score -4536584 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4536660.000000 Penalty: 12112.325195
	Iteration 31Q: 3 clusters Score -4536660 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -4536747.500000 Penalty: 12112.325195
	Iteration 32Q: 3 clusters Score -4536748 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -4536882.000000 Penalty: 12112.325195
	Iteration 33Q: 3 clusters Score -4536882 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -4536990.000000 Penalty: 12112.325195
	Iteration 34Q: 3 clusters Score -4536990 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -4537150.000000 Penalty: 12112.325195
	Iteration 35Q: 3 clusters Score -4537150 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -4537334.000000 Penalty: 12112.325195
	Iteration 36Q: 3 clusters Score -4537334 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -4537554.500000 Penalty: 12112.325195
	Iteration 37Q: 3 clusters Score -4537554 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4537823.000000 Penalty: 12112.325195
	Iteration 38Q: 3 clusters Score -4537823 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4538094.000000 Penalty: 12112.325195
	Iteration 39Q: 3 clusters Score -4538094 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4538384.500000 Penalty: 12112.325195
	Iteration 40F: 3 clusters Score -4538384 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4538669.500000 Penalty: 12112.325195
	Iteration 41Q: 3 clusters Score -4538670 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4538948.500000 Penalty: 12112.325195
	Iteration 42Q: 3 clusters Score -4538948 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4539213.500000 Penalty: 12112.325195
	Iteration 43Q: 3 clusters Score -4539214 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4539447.000000 Penalty: 12112.325195
	Iteration 44Q: 3 clusters Score -4539447 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4539628.000000 Penalty: 12112.325195
	Iteration 45Q: 3 clusters Score -4539628 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4539790.500000 Penalty: 12112.325195
	Iteration 46Q: 3 clusters Score -4539790 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4539912.000000 Penalty: 12112.325195
	Iteration 47Q: 3 clusters Score -4539912 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4540011.500000 Penalty: 12112.325195
	Iteration 48Q: 3 clusters Score -4540012 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4540088.000000 Penalty: 12112.325195
	Iteration 49Q: 3 clusters Score -4540088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4540140.500000 Penalty: 12112.325195
	Iteration 50Q: 3 clusters Score -4540140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4540176.000000 Penalty: 12112.325195
	Iteration 51Q: 3 clusters Score -4540176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4540223.500000 Penalty: 12112.325195
	Iteration 52Q: 3 clusters Score -4540224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4540253.000000 Penalty: 12112.325195
	Iteration 53Q: 3 clusters Score -4540253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4540272.000000 Penalty: 12112.325195
	Iteration 54Q: 3 clusters Score -4540272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4540289.500000 Penalty: 12112.325195
	Iteration 55Q: 3 clusters Score -4540290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4540301.000000 Penalty: 12112.325195
	Iteration 56Q: 3 clusters Score -4540301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4540329.500000 Penalty: 12112.325195
	Iteration 57Q: 3 clusters Score -4540330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4540332.500000 Penalty: 12112.325195
	Iteration 58Q: 3 clusters Score -4540332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4540345.500000 Penalty: 12112.325195
	Iteration 59Q: 3 clusters Score -4540346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4540349.000000 Penalty: 12112.325195
	Iteration 60F: 3 clusters Score -4540349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4540352.500000 Penalty: 12112.325195
	Iteration 61Q: 3 clusters Score -4540352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4540358.000000 Penalty: 12112.325195
	Iteration 62Q: 3 clusters Score -4540358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4540360.000000 Penalty: 12112.325195
	Iteration 63Q: 3 clusters Score -4540360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4540364.000000 Penalty: 12112.325195
	Iteration 64Q: 3 clusters Score -4540364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4540376.500000 Penalty: 12112.325195
	Iteration 65Q: 3 clusters Score -4540376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4540377.000000 Penalty: 12112.325195
	Iteration 66Q: 3 clusters Score -4540377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4540378.500000 Penalty: 12112.325195
	Iteration 67Q: 3 clusters Score -4540378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4540385.000000 Penalty: 12112.325195
	Iteration 68Q: 3 clusters Score -4540385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4540374.500000 Penalty: 12112.325195
	Iteration 69Q: 3 clusters Score -4540374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4540377.500000 Penalty: 12112.325195
	Iteration 70Q: 3 clusters Score -4540378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4540377.500000 Penalty: 12112.325195
	Iteration 71F: 3 clusters Score -4540378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98835 members 
Entering Unmasked Estep 
Score: -22730284.000000 Penalty: 7044.489746
	Iteration 0F: 2 clusters Score -2.273028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -22663770.000000 Penalty: 14088.979492
	Iteration 0F: 3 clusters Score -2.266377e+07 nChanged 45058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -22689128.000000 Penalty: 14088.979492
	Iteration 1F: 3 clusters Score -2.268913e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -22691290.000000 Penalty: 14088.979492
	Iteration 2Q: 3 clusters Score -2.269129e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -22693948.000000 Penalty: 14088.979492
	Iteration 3F: 3 clusters Score -2.269395e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -22697520.000000 Penalty: 14088.979492
	Iteration 4F: 3 clusters Score -2.269752e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -22701526.000000 Penalty: 14088.979492
	Iteration 5F: 3 clusters Score -2.270153e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -22705232.000000 Penalty: 14088.979492
	Iteration 6F: 3 clusters Score -2.270523e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -22708466.000000 Penalty: 14088.979492
	Iteration 7F: 3 clusters Score -2.270847e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -22710800.000000 Penalty: 14088.979492
	Iteration 8F: 3 clusters Score -2.27108e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -22712718.000000 Penalty: 14088.979492
	Iteration 9Q: 3 clusters Score -2.271272e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -22714054.000000 Penalty: 14088.979492
	Iteration 10Q: 3 clusters Score -2.271405e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -22715312.000000 Penalty: 14088.979492
	Iteration 11Q: 3 clusters Score -2.271531e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -22716366.000000 Penalty: 14088.979492
	Iteration 12Q: 3 clusters Score -2.271637e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -22717708.000000 Penalty: 14088.979492
	Iteration 13Q: 3 clusters Score -2.271771e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -22719164.000000 Penalty: 14088.979492
	Iteration 14Q: 3 clusters Score -2.271916e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -22720830.000000 Penalty: 14088.979492
	Iteration 15Q: 3 clusters Score -2.272083e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74311 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -22722248.000000 Penalty: 14088.979492
	Iteration 16Q: 3 clusters Score -2.272225e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -22723260.000000 Penalty: 14088.979492
	Iteration 17Q: 3 clusters Score -2.272326e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78057 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -22724068.000000 Penalty: 14088.979492
	Iteration 18Q: 3 clusters Score -2.272407e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -22724844.000000 Penalty: 14088.979492
	Iteration 19Q: 3 clusters Score -2.272484e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -22725376.000000 Penalty: 14088.979492
	Iteration 20F: 3 clusters Score -2.272538e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -22725614.000000 Penalty: 14088.979492
	Iteration 21Q: 3 clusters Score -2.272561e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -22725980.000000 Penalty: 14088.979492
	Iteration 22Q: 3 clusters Score -2.272598e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -22726186.000000 Penalty: 14088.979492
	Iteration 23Q: 3 clusters Score -2.272619e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -22726330.000000 Penalty: 14088.979492
	Iteration 24Q: 3 clusters Score -2.272633e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -22726532.000000 Penalty: 14088.979492
	Iteration 25Q: 3 clusters Score -2.272653e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85402 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -22726658.000000 Penalty: 14088.979492
	Iteration 26Q: 3 clusters Score -2.272666e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -22726800.000000 Penalty: 14088.979492
	Iteration 27Q: 3 clusters Score -2.27268e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -22726898.000000 Penalty: 14088.979492
	Iteration 28Q: 3 clusters Score -2.27269e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -22727046.000000 Penalty: 14088.979492
	Iteration 29Q: 3 clusters Score -2.272705e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -22727088.000000 Penalty: 14088.979492
	Iteration 30Q: 3 clusters Score -2.272709e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -22727176.000000 Penalty: 14088.979492
	Iteration 31Q: 3 clusters Score -2.272718e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -22727220.000000 Penalty: 14088.979492
	Iteration 32Q: 3 clusters Score -2.272722e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -22727232.000000 Penalty: 14088.979492
	Iteration 33Q: 3 clusters Score -2.272723e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -22727242.000000 Penalty: 14088.979492
	Iteration 34Q: 3 clusters Score -2.272724e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -22727206.000000 Penalty: 14088.979492
	Iteration 35Q: 3 clusters Score -2.272721e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -22727226.000000 Penalty: 14088.979492
	Iteration 36Q: 3 clusters Score -2.272723e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -22727260.000000 Penalty: 14088.979492
	Iteration 37Q: 3 clusters Score -2.272726e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -22727302.000000 Penalty: 14088.979492
	Iteration 38Q: 3 clusters Score -2.27273e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -22727300.000000 Penalty: 14088.979492
	Iteration 39Q: 3 clusters Score -2.27273e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -22727316.000000 Penalty: 14088.979492
	Iteration 40F: 3 clusters Score -2.272732e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -22727328.000000 Penalty: 14088.979492
	Iteration 41Q: 3 clusters Score -2.272733e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89111 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -22727402.000000 Penalty: 14088.979492
	Iteration 42Q: 3 clusters Score -2.27274e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -22727444.000000 Penalty: 14088.979492
	Iteration 43Q: 3 clusters Score -2.272744e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -22727460.000000 Penalty: 14088.979492
	Iteration 44Q: 3 clusters Score -2.272746e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -22727492.000000 Penalty: 14088.979492
	Iteration 45Q: 3 clusters Score -2.272749e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89488 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -22727524.000000 Penalty: 14088.979492
	Iteration 46Q: 3 clusters Score -2.272752e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -22727552.000000 Penalty: 14088.979492
	Iteration 47Q: 3 clusters Score -2.272755e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -22727616.000000 Penalty: 14088.979492
	Iteration 48Q: 3 clusters Score -2.272762e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -22727584.000000 Penalty: 14088.979492
	Iteration 49Q: 3 clusters Score -2.272758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -22727576.000000 Penalty: 14088.979492
	Iteration 50Q: 3 clusters Score -2.272758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -22727560.000000 Penalty: 14088.979492
	Iteration 51Q: 3 clusters Score -2.272756e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -22727554.000000 Penalty: 14088.979492
	Iteration 52Q: 3 clusters Score -2.272755e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -22727548.000000 Penalty: 14088.979492
	Iteration 53Q: 3 clusters Score -2.272755e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -22727564.000000 Penalty: 14088.979492
	Iteration 54Q: 3 clusters Score -2.272756e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -22727578.000000 Penalty: 14088.979492
	Iteration 55Q: 3 clusters Score -2.272758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -22727588.000000 Penalty: 14088.979492
	Iteration 56Q: 3 clusters Score -2.272759e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -22727564.000000 Penalty: 14088.979492
	Iteration 57Q: 3 clusters Score -2.272756e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -22727622.000000 Penalty: 14088.979492
	Iteration 58Q: 3 clusters Score -2.272762e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -22727646.000000 Penalty: 14088.979492
	Iteration 59Q: 3 clusters Score -2.272765e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -22727680.000000 Penalty: 14088.979492
	Iteration 60F: 3 clusters Score -2.272768e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -22727664.000000 Penalty: 14088.979492
	Iteration 61Q: 3 clusters Score -2.272766e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -22727688.000000 Penalty: 14088.979492
	Iteration 62Q: 3 clusters Score -2.272769e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -22727664.000000 Penalty: 14088.979492
	Iteration 63Q: 3 clusters Score -2.272766e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -22727676.000000 Penalty: 14088.979492
	Iteration 64Q: 3 clusters Score -2.272768e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -22727732.000000 Penalty: 14088.979492
	Iteration 65Q: 3 clusters Score -2.272773e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90670 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -22727738.000000 Penalty: 14088.979492
	Iteration 66Q: 3 clusters Score -2.272774e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -22727792.000000 Penalty: 14088.979492
	Iteration 67Q: 3 clusters Score -2.272779e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -22727772.000000 Penalty: 14088.979492
	Iteration 68Q: 3 clusters Score -2.272777e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -22727812.000000 Penalty: 14088.979492
	Iteration 69Q: 3 clusters Score -2.272781e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -22727792.000000 Penalty: 14088.979492
	Iteration 70Q: 3 clusters Score -2.272779e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -22727862.000000 Penalty: 14088.979492
	Iteration 71Q: 3 clusters Score -2.272786e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -22727862.000000 Penalty: 14088.979492
	Iteration 72Q: 3 clusters Score -2.272786e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -22727870.000000 Penalty: 14088.979492
	Iteration 73Q: 3 clusters Score -2.272787e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -22727880.000000 Penalty: 14088.979492
	Iteration 74Q: 3 clusters Score -2.272788e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -22727912.000000 Penalty: 14088.979492
	Iteration 75Q: 3 clusters Score -2.272791e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -22727920.000000 Penalty: 14088.979492
	Iteration 76Q: 3 clusters Score -2.272792e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -22727916.000000 Penalty: 14088.979492
	Iteration 77Q: 3 clusters Score -2.272792e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91333 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -22727978.000000 Penalty: 14088.979492
	Iteration 78Q: 3 clusters Score -2.272798e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -22727970.000000 Penalty: 14088.979492
	Iteration 79Q: 3 clusters Score -2.272797e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91459 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -22727988.000000 Penalty: 14088.979492
	Iteration 80F: 3 clusters Score -2.272799e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -22727984.000000 Penalty: 14088.979492
	Iteration 81Q: 3 clusters Score -2.272798e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -22728000.000000 Penalty: 14088.979492
	Iteration 82Q: 3 clusters Score -2.2728e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91586 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -22728002.000000 Penalty: 14088.979492
	Iteration 83Q: 3 clusters Score -2.2728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -22727978.000000 Penalty: 14088.979492
	Iteration 84Q: 3 clusters Score -2.272798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91627 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -22727970.000000 Penalty: 14088.979492
	Iteration 85Q: 3 clusters Score -2.272797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -22727966.000000 Penalty: 14088.979492
	Iteration 86Q: 3 clusters Score -2.272797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -22727960.000000 Penalty: 14088.979492
	Iteration 87Q: 3 clusters Score -2.272796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -22727998.000000 Penalty: 14088.979492
	Iteration 88Q: 3 clusters Score -2.2728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -22727998.000000 Penalty: 14088.979492
	Iteration 89Q: 3 clusters Score -2.2728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91677 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -22728026.000000 Penalty: 14088.979492
	Iteration 90Q: 3 clusters Score -2.272803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91691 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -22728016.000000 Penalty: 14088.979492
	Iteration 91Q: 3 clusters Score -2.272802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -22728034.000000 Penalty: 14088.979492
	Iteration 92Q: 3 clusters Score -2.272803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -22728016.000000 Penalty: 14088.979492
	Iteration 93Q: 3 clusters Score -2.272802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -22728026.000000 Penalty: 14088.979492
	Iteration 94Q: 3 clusters Score -2.272803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -22728018.000000 Penalty: 14088.979492
	Iteration 95Q: 3 clusters Score -2.272802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -22728032.000000 Penalty: 14088.979492
	Iteration 96Q: 3 clusters Score -2.272803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -22728024.000000 Penalty: 14088.979492
	Iteration 97Q: 3 clusters Score -2.272802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -22728012.000000 Penalty: 14088.979492
	Iteration 98Q: 3 clusters Score -2.272801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -22728026.000000 Penalty: 14088.979492
	Iteration 99Q: 3 clusters Score -2.272803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -22728014.000000 Penalty: 14088.979492
	Iteration 100F: 3 clusters Score -2.272801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91775 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -22727998.000000 Penalty: 14088.979492
	Iteration 101Q: 3 clusters Score -2.2728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -22728024.000000 Penalty: 14088.979492
	Iteration 102Q: 3 clusters Score -2.272802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -22728036.000000 Penalty: 14088.979492
	Iteration 103Q: 3 clusters Score -2.272804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91804 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -22728022.000000 Penalty: 14088.979492
	Iteration 104Q: 3 clusters Score -2.272802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -22728006.000000 Penalty: 14088.979492
	Iteration 105Q: 3 clusters Score -2.272801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -22728022.000000 Penalty: 14088.979492
	Iteration 106Q: 3 clusters Score -2.272802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -22727998.000000 Penalty: 14088.979492
	Iteration 107Q: 3 clusters Score -2.2728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -22727998.000000 Penalty: 14088.979492
	Iteration 108F: 3 clusters Score -2.2728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Entering Unmasked Estep 
Score: -14004648.000000 Penalty: 6751.335449
	Iteration 0F: 2 clusters Score -1.400465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -13961763.000000 Penalty: 13502.670898
	Iteration 0F: 3 clusters Score -1.396176e+07 nChanged 27254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -13976616.000000 Penalty: 13502.670898
	Iteration 1F: 3 clusters Score -1.397662e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -13977445.000000 Penalty: 13502.670898
	Iteration 2Q: 3 clusters Score -1.397744e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -13978187.000000 Penalty: 13502.670898
	Iteration 3Q: 3 clusters Score -1.397819e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -13978809.000000 Penalty: 13502.670898
	Iteration 4Q: 3 clusters Score -1.397881e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -13979252.000000 Penalty: 13502.670898
	Iteration 5Q: 3 clusters Score -1.397925e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -13979681.000000 Penalty: 13502.670898
	Iteration 6Q: 3 clusters Score -1.397968e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -13980141.000000 Penalty: 13502.670898
	Iteration 7Q: 3 clusters Score -1.398014e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -13980594.000000 Penalty: 13502.670898
	Iteration 8Q: 3 clusters Score -1.398059e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -13981061.000000 Penalty: 13502.670898
	Iteration 9Q: 3 clusters Score -1.398106e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -13981780.000000 Penalty: 13502.670898
	Iteration 10Q: 3 clusters Score -1.398178e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -13982722.000000 Penalty: 13502.670898
	Iteration 11Q: 3 clusters Score -1.398272e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -13984190.000000 Penalty: 13502.670898
	Iteration 12Q: 3 clusters Score -1.398419e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -13986342.000000 Penalty: 13502.670898
	Iteration 13F: 3 clusters Score -1.398634e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -13988884.000000 Penalty: 13502.670898
	Iteration 14F: 3 clusters Score -1.398888e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -13991862.000000 Penalty: 13502.670898
	Iteration 15F: 3 clusters Score -1.399186e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -13994534.000000 Penalty: 13502.670898
	Iteration 16F: 3 clusters Score -1.399453e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -13996300.000000 Penalty: 13502.670898
	Iteration 17Q: 3 clusters Score -1.39963e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -13997370.000000 Penalty: 13502.670898
	Iteration 18Q: 3 clusters Score -1.399737e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -13997910.000000 Penalty: 13502.670898
	Iteration 19Q: 3 clusters Score -1.399791e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -13998216.000000 Penalty: 13502.670898
	Iteration 20F: 3 clusters Score -1.399822e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -13998396.000000 Penalty: 13502.670898
	Iteration 21Q: 3 clusters Score -1.39984e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -13998513.000000 Penalty: 13502.670898
	Iteration 22Q: 3 clusters Score -1.399851e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -13998605.000000 Penalty: 13502.670898
	Iteration 23Q: 3 clusters Score -1.39986e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -13998647.000000 Penalty: 13502.670898
	Iteration 24Q: 3 clusters Score -1.399865e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -13998678.000000 Penalty: 13502.670898
	Iteration 25Q: 3 clusters Score -1.399868e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -13998712.000000 Penalty: 13502.670898
	Iteration 26Q: 3 clusters Score -1.399871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -13998744.000000 Penalty: 13502.670898
	Iteration 27Q: 3 clusters Score -1.399874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -13998743.000000 Penalty: 13502.670898
	Iteration 28Q: 3 clusters Score -1.399874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -13998794.000000 Penalty: 13502.670898
	Iteration 29Q: 3 clusters Score -1.399879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -13998798.000000 Penalty: 13502.670898
	Iteration 30Q: 3 clusters Score -1.39988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -13998796.000000 Penalty: 13502.670898
	Iteration 31Q: 3 clusters Score -1.39988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -13998802.000000 Penalty: 13502.670898
	Iteration 32Q: 3 clusters Score -1.39988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -13998806.000000 Penalty: 13502.670898
	Iteration 33Q: 3 clusters Score -1.399881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -13998814.000000 Penalty: 13502.670898
	Iteration 34Q: 3 clusters Score -1.399881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -13998823.000000 Penalty: 13502.670898
	Iteration 35Q: 3 clusters Score -1.399882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -13998825.000000 Penalty: 13502.670898
	Iteration 36Q: 3 clusters Score -1.399882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -13998834.000000 Penalty: 13502.670898
	Iteration 37Q: 3 clusters Score -1.399883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -13998827.000000 Penalty: 13502.670898
	Iteration 38Q: 3 clusters Score -1.399883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -13998830.000000 Penalty: 13502.670898
	Iteration 39Q: 3 clusters Score -1.399883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -13998837.000000 Penalty: 13502.670898
	Iteration 40F: 3 clusters Score -1.399884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -13998838.000000 Penalty: 13502.670898
	Iteration 41Q: 3 clusters Score -1.399884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -13998845.000000 Penalty: 13502.670898
	Iteration 42Q: 3 clusters Score -1.399884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -13998845.000000 Penalty: 13502.670898
	Iteration 43F: 3 clusters Score -1.399884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Entering Unmasked Estep 
Score: -3018041.750000 Penalty: 5832.857422
	Iteration 0F: 2 clusters Score -3018042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3005416.750000 Penalty: 11665.714844
	Iteration 0F: 3 clusters Score -3005417 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3008455.500000 Penalty: 11665.714844
	Iteration 1F: 3 clusters Score -3008456 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3009063.750000 Penalty: 11665.714844
	Iteration 2F: 3 clusters Score -3009064 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3009484.000000 Penalty: 11665.714844
	Iteration 3F: 3 clusters Score -3009484 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3009764.000000 Penalty: 11665.714844
	Iteration 4Q: 3 clusters Score -3009764 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3009977.750000 Penalty: 11665.714844
	Iteration 5Q: 3 clusters Score -3009978 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -3010182.500000 Penalty: 11665.714844
	Iteration 6Q: 3 clusters Score -3010182 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3010393.750000 Penalty: 11665.714844
	Iteration 7Q: 3 clusters Score -3010394 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3010575.500000 Penalty: 11665.714844
	Iteration 8Q: 3 clusters Score -3010576 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3010749.000000 Penalty: 11665.714844
	Iteration 9Q: 3 clusters Score -3010749 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3010907.250000 Penalty: 11665.714844
	Iteration 10Q: 3 clusters Score -3010907 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3011085.500000 Penalty: 11665.714844
	Iteration 11Q: 3 clusters Score -3011086 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -3011251.000000 Penalty: 11665.714844
	Iteration 12Q: 3 clusters Score -3011251 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3011427.250000 Penalty: 11665.714844
	Iteration 13Q: 3 clusters Score -3011427 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3011598.750000 Penalty: 11665.714844
	Iteration 14Q: 3 clusters Score -3011599 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3011770.250000 Penalty: 11665.714844
	Iteration 15Q: 3 clusters Score -3011770 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3011901.000000 Penalty: 11665.714844
	Iteration 16Q: 3 clusters Score -3011901 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3012038.250000 Penalty: 11665.714844
	Iteration 17Q: 3 clusters Score -3012038 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3012189.500000 Penalty: 11665.714844
	Iteration 18Q: 3 clusters Score -3012190 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3012354.750000 Penalty: 11665.714844
	Iteration 19Q: 3 clusters Score -3012355 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3012500.500000 Penalty: 11665.714844
	Iteration 20F: 3 clusters Score -3012500 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3012656.250000 Penalty: 11665.714844
	Iteration 21Q: 3 clusters Score -3012656 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3012806.500000 Penalty: 11665.714844
	Iteration 22Q: 3 clusters Score -3012806 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3012958.250000 Penalty: 11665.714844
	Iteration 23Q: 3 clusters Score -3012958 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3013061.750000 Penalty: 11665.714844
	Iteration 24Q: 3 clusters Score -3013062 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3013157.250000 Penalty: 11665.714844
	Iteration 25Q: 3 clusters Score -3013157 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3013234.750000 Penalty: 11665.714844
	Iteration 26Q: 3 clusters Score -3013235 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3013307.750000 Penalty: 11665.714844
	Iteration 27Q: 3 clusters Score -3013308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3013379.000000 Penalty: 11665.714844
	Iteration 28Q: 3 clusters Score -3013379 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3013437.750000 Penalty: 11665.714844
	Iteration 29Q: 3 clusters Score -3013438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3013510.500000 Penalty: 11665.714844
	Iteration 30Q: 3 clusters Score -3013510 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3013600.250000 Penalty: 11665.714844
	Iteration 31Q: 3 clusters Score -3013600 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3013677.750000 Penalty: 11665.714844
	Iteration 32Q: 3 clusters Score -3013678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3013729.250000 Penalty: 11665.714844
	Iteration 33Q: 3 clusters Score -3013729 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3013789.250000 Penalty: 11665.714844
	Iteration 34Q: 3 clusters Score -3013789 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3013828.500000 Penalty: 11665.714844
	Iteration 35Q: 3 clusters Score -3013828 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3013904.750000 Penalty: 11665.714844
	Iteration 36Q: 3 clusters Score -3013905 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3013961.000000 Penalty: 11665.714844
	Iteration 37Q: 3 clusters Score -3013961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3013989.000000 Penalty: 11665.714844
	Iteration 38Q: 3 clusters Score -3013989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3014026.000000 Penalty: 11665.714844
	Iteration 39Q: 3 clusters Score -3014026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3014038.250000 Penalty: 11665.714844
	Iteration 40F: 3 clusters Score -3014038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3014066.500000 Penalty: 11665.714844
	Iteration 41Q: 3 clusters Score -3014066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3014092.500000 Penalty: 11665.714844
	Iteration 42Q: 3 clusters Score -3014092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3014127.250000 Penalty: 11665.714844
	Iteration 43Q: 3 clusters Score -3014127 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3014145.000000 Penalty: 11665.714844
	Iteration 44Q: 3 clusters Score -3014145 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3014170.000000 Penalty: 11665.714844
	Iteration 45Q: 3 clusters Score -3014170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3014179.250000 Penalty: 11665.714844
	Iteration 46Q: 3 clusters Score -3014179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3014202.250000 Penalty: 11665.714844
	Iteration 47Q: 3 clusters Score -3014202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3014208.250000 Penalty: 11665.714844
	Iteration 48Q: 3 clusters Score -3014208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3014220.000000 Penalty: 11665.714844
	Iteration 49Q: 3 clusters Score -3014220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3014228.750000 Penalty: 11665.714844
	Iteration 50Q: 3 clusters Score -3014229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3014233.500000 Penalty: 11665.714844
	Iteration 51Q: 3 clusters Score -3014234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3014234.250000 Penalty: 11665.714844
	Iteration 52Q: 3 clusters Score -3014234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3014243.000000 Penalty: 11665.714844
	Iteration 53Q: 3 clusters Score -3014243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3014243.250000 Penalty: 11665.714844
	Iteration 54Q: 3 clusters Score -3014243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3014248.250000 Penalty: 11665.714844
	Iteration 55Q: 3 clusters Score -3014248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3014252.000000 Penalty: 11665.714844
	Iteration 56Q: 3 clusters Score -3014252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3014247.750000 Penalty: 11665.714844
	Iteration 57Q: 3 clusters Score -3014248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3014253.250000 Penalty: 11665.714844
	Iteration 58Q: 3 clusters Score -3014253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3014259.000000 Penalty: 11665.714844
	Iteration 59Q: 3 clusters Score -3014259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3014258.250000 Penalty: 11665.714844
	Iteration 60F: 3 clusters Score -3014258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3014264.500000 Penalty: 11665.714844
	Iteration 61Q: 3 clusters Score -3014264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3014263.750000 Penalty: 11665.714844
	Iteration 62Q: 3 clusters Score -3014264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3014261.750000 Penalty: 11665.714844
	Iteration 63Q: 3 clusters Score -3014262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3014266.000000 Penalty: 11665.714844
	Iteration 64Q: 3 clusters Score -3014266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3014266.000000 Penalty: 11665.714844
	Iteration 65F: 3 clusters Score -3014266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Entering Unmasked Estep 
Score: -27964880.000000 Penalty: 7175.427734
	Iteration 0F: 2 clusters Score -2.796488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -27883898.000000 Penalty: 14350.855469
	Iteration 0F: 3 clusters Score -2.78839e+07 nChanged 56358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -27915490.000000 Penalty: 14350.855469
	Iteration 1F: 3 clusters Score -2.791549e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -27916790.000000 Penalty: 14350.855469
	Iteration 2Q: 3 clusters Score -2.791679e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -27918548.000000 Penalty: 14350.855469
	Iteration 3Q: 3 clusters Score -2.791855e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -27920196.000000 Penalty: 14350.855469
	Iteration 4Q: 3 clusters Score -2.79202e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -27922268.000000 Penalty: 14350.855469
	Iteration 5Q: 3 clusters Score -2.792227e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -27924654.000000 Penalty: 14350.855469
	Iteration 6Q: 3 clusters Score -2.792465e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -27926678.000000 Penalty: 14350.855469
	Iteration 7Q: 3 clusters Score -2.792668e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -27928994.000000 Penalty: 14350.855469
	Iteration 8Q: 3 clusters Score -2.792899e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -27930596.000000 Penalty: 14350.855469
	Iteration 9Q: 3 clusters Score -2.79306e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -27931872.000000 Penalty: 14350.855469
	Iteration 10Q: 3 clusters Score -2.793187e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -27933026.000000 Penalty: 14350.855469
	Iteration 11Q: 3 clusters Score -2.793303e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -27934002.000000 Penalty: 14350.855469
	Iteration 12Q: 3 clusters Score -2.7934e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -27934926.000000 Penalty: 14350.855469
	Iteration 13Q: 3 clusters Score -2.793493e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -27935692.000000 Penalty: 14350.855469
	Iteration 14Q: 3 clusters Score -2.793569e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -27936492.000000 Penalty: 14350.855469
	Iteration 15Q: 3 clusters Score -2.793649e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -27937102.000000 Penalty: 14350.855469
	Iteration 16Q: 3 clusters Score -2.79371e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -27937826.000000 Penalty: 14350.855469
	Iteration 17Q: 3 clusters Score -2.793783e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -27938402.000000 Penalty: 14350.855469
	Iteration 18Q: 3 clusters Score -2.79384e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -27939118.000000 Penalty: 14350.855469
	Iteration 19Q: 3 clusters Score -2.793912e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 73397 members 
Entering Unmasked Estep 
Score: -27939936.000000 Penalty: 14350.855469
	Iteration 20F: 3 clusters Score -2.793994e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -27940968.000000 Penalty: 14350.855469
	Iteration 21Q: 3 clusters Score -2.794097e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -27942174.000000 Penalty: 14350.855469
	Iteration 22Q: 3 clusters Score -2.794217e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -27943612.000000 Penalty: 14350.855469
	Iteration 23Q: 3 clusters Score -2.794361e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -27944994.000000 Penalty: 14350.855469
	Iteration 24Q: 3 clusters Score -2.794499e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -27946280.000000 Penalty: 14350.855469
	Iteration 25Q: 3 clusters Score -2.794628e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
Score: -27947636.000000 Penalty: 14350.855469
	Iteration 26Q: 3 clusters Score -2.794764e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 91749 members 
Entering Unmasked Estep 
Score: -27949122.000000 Penalty: 14350.855469
	Iteration 27Q: 3 clusters Score -2.794912e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 94317 members 
Entering Unmasked Estep 
Score: -27950416.000000 Penalty: 14350.855469
	Iteration 28Q: 3 clusters Score -2.795042e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -27951602.000000 Penalty: 14350.855469
	Iteration 29Q: 3 clusters Score -2.79516e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -27952662.000000 Penalty: 14350.855469
	Iteration 30Q: 3 clusters Score -2.795266e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -27953704.000000 Penalty: 14350.855469
	Iteration 31Q: 3 clusters Score -2.79537e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -27954578.000000 Penalty: 14350.855469
	Iteration 32Q: 3 clusters Score -2.795458e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -27955714.000000 Penalty: 14350.855469
	Iteration 33Q: 3 clusters Score -2.795571e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 106696 members 
Entering Unmasked Estep 
Score: -27956496.000000 Penalty: 14350.855469
	Iteration 34Q: 3 clusters Score -2.79565e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 108234 members 
Entering Unmasked Estep 
Score: -27957504.000000 Penalty: 14350.855469
	Iteration 35Q: 3 clusters Score -2.79575e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 109554 members 
Entering Unmasked Estep 
Score: -27958476.000000 Penalty: 14350.855469
	Iteration 36Q: 3 clusters Score -2.795848e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 110736 members 
Entering Unmasked Estep 
Score: -27959224.000000 Penalty: 14350.855469
	Iteration 37Q: 3 clusters Score -2.795922e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 111792 members 
Entering Unmasked Estep 
Score: -27959918.000000 Penalty: 14350.855469
	Iteration 38Q: 3 clusters Score -2.795992e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 112692 members 
Entering Unmasked Estep 
Score: -27960328.000000 Penalty: 14350.855469
	Iteration 39Q: 3 clusters Score -2.796033e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 113461 members 
Entering Unmasked Estep 
Score: -27960688.000000 Penalty: 14350.855469
	Iteration 40F: 3 clusters Score -2.796069e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 114120 members 
Entering Unmasked Estep 
Score: -27960900.000000 Penalty: 14350.855469
	Iteration 41Q: 3 clusters Score -2.79609e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 114657 members 
Entering Unmasked Estep 
Score: -27961182.000000 Penalty: 14350.855469
	Iteration 42Q: 3 clusters Score -2.796118e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 115107 members 
Entering Unmasked Estep 
Score: -27961394.000000 Penalty: 14350.855469
	Iteration 43Q: 3 clusters Score -2.796139e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 115463 members 
Entering Unmasked Estep 
Score: -27961434.000000 Penalty: 14350.855469
	Iteration 44Q: 3 clusters Score -2.796143e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 115778 members 
Entering Unmasked Estep 
Score: -27961586.000000 Penalty: 14350.855469
	Iteration 45Q: 3 clusters Score -2.796159e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 116053 members 
Entering Unmasked Estep 
Score: -27961630.000000 Penalty: 14350.855469
	Iteration 46Q: 3 clusters Score -2.796163e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 116319 members 
Entering Unmasked Estep 
Score: -27961674.000000 Penalty: 14350.855469
	Iteration 47Q: 3 clusters Score -2.796167e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 116560 members 
Entering Unmasked Estep 
Score: -27961748.000000 Penalty: 14350.855469
	Iteration 48Q: 3 clusters Score -2.796175e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
Score: -27961742.000000 Penalty: 14350.855469
	Iteration 49Q: 3 clusters Score -2.796174e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -27961804.000000 Penalty: 14350.855469
	Iteration 50Q: 3 clusters Score -2.79618e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -27961886.000000 Penalty: 14350.855469
	Iteration 51Q: 3 clusters Score -2.796189e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 117348 members 
Entering Unmasked Estep 
Score: -27961988.000000 Penalty: 14350.855469
	Iteration 52Q: 3 clusters Score -2.796199e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 117490 members 
Entering Unmasked Estep 
Score: -27962046.000000 Penalty: 14350.855469
	Iteration 53Q: 3 clusters Score -2.796205e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 117626 members 
Entering Unmasked Estep 
Score: -27962090.000000 Penalty: 14350.855469
	Iteration 54Q: 3 clusters Score -2.796209e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 117755 members 
Entering Unmasked Estep 
Score: -27962110.000000 Penalty: 14350.855469
	Iteration 55Q: 3 clusters Score -2.796211e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 117882 members 
Entering Unmasked Estep 
Score: -27962174.000000 Penalty: 14350.855469
	Iteration 56Q: 3 clusters Score -2.796217e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 118005 members 
Entering Unmasked Estep 
Score: -27962176.000000 Penalty: 14350.855469
	Iteration 57Q: 3 clusters Score -2.796218e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 118139 members 
Entering Unmasked Estep 
Score: -27962238.000000 Penalty: 14350.855469
	Iteration 58Q: 3 clusters Score -2.796224e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 118250 members 
Entering Unmasked Estep 
Score: -27962310.000000 Penalty: 14350.855469
	Iteration 59Q: 3 clusters Score -2.796231e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 118374 members 
Entering Unmasked Estep 
Score: -27962408.000000 Penalty: 14350.855469
	Iteration 60F: 3 clusters Score -2.796241e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 118475 members 
Entering Unmasked Estep 
Score: -27962456.000000 Penalty: 14350.855469
	Iteration 61Q: 3 clusters Score -2.796246e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 118589 members 
Entering Unmasked Estep 
Score: -27962528.000000 Penalty: 14350.855469
	Iteration 62Q: 3 clusters Score -2.796253e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 118681 members 
Entering Unmasked Estep 
Score: -27962604.000000 Penalty: 14350.855469
	Iteration 63Q: 3 clusters Score -2.79626e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 118767 members 
Entering Unmasked Estep 
Score: -27962736.000000 Penalty: 14350.855469
	Iteration 64Q: 3 clusters Score -2.796274e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 118828 members 
Entering Unmasked Estep 
Score: -27962834.000000 Penalty: 14350.855469
	Iteration 65Q: 3 clusters Score -2.796283e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 118873 members 
Entering Unmasked Estep 
Score: -27962890.000000 Penalty: 14350.855469
	Iteration 66Q: 3 clusters Score -2.796289e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 118910 members 
Entering Unmasked Estep 
Score: -27962934.000000 Penalty: 14350.855469
	Iteration 67Q: 3 clusters Score -2.796293e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -27962958.000000 Penalty: 14350.855469
	Iteration 68Q: 3 clusters Score -2.796296e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 118963 members 
Entering Unmasked Estep 
Score: -27962944.000000 Penalty: 14350.855469
	Iteration 69Q: 3 clusters Score -2.796294e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 118968 members 
Entering Unmasked Estep 
Score: -27962980.000000 Penalty: 14350.855469
	Iteration 70Q: 3 clusters Score -2.796298e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 118980 members 
Entering Unmasked Estep 
Score: -27962990.000000 Penalty: 14350.855469
	Iteration 71Q: 3 clusters Score -2.796299e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 118979 members 
Entering Unmasked Estep 
Score: -27963028.000000 Penalty: 14350.855469
	Iteration 72Q: 3 clusters Score -2.796303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -27963026.000000 Penalty: 14350.855469
	Iteration 73Q: 3 clusters Score -2.796303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 118980 members 
Entering Unmasked Estep 
Score: -27963016.000000 Penalty: 14350.855469
	Iteration 74Q: 3 clusters Score -2.796302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -27963006.000000 Penalty: 14350.855469
	Iteration 75Q: 3 clusters Score -2.796301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 118981 members 
Entering Unmasked Estep 
Score: -27963000.000000 Penalty: 14350.855469
	Iteration 76Q: 3 clusters Score -2.7963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 118981 members 
Entering Unmasked Estep 
Score: -27963002.000000 Penalty: 14350.855469
	Iteration 77Q: 3 clusters Score -2.7963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 118977 members 
Entering Unmasked Estep 
Score: -27963008.000000 Penalty: 14350.855469
	Iteration 78Q: 3 clusters Score -2.796301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -27962998.000000 Penalty: 14350.855469
	Iteration 79Q: 3 clusters Score -2.7963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 118976 members 
Entering Unmasked Estep 
Score: -27963032.000000 Penalty: 14350.855469
	Iteration 80F: 3 clusters Score -2.796303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 118971 members 
Entering Unmasked Estep 
Score: -27963032.000000 Penalty: 14350.855469
	Iteration 81Q: 3 clusters Score -2.796303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 118971 members 
Entering Unmasked Estep 
Score: -27963032.000000 Penalty: 14350.855469
	Iteration 82Q: 3 clusters Score -2.796303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 118976 members 
Entering Unmasked Estep 
Score: -27963000.000000 Penalty: 14350.855469
	Iteration 83Q: 3 clusters Score -2.7963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 118976 members 
Entering Unmasked Estep 
Score: -27963008.000000 Penalty: 14350.855469
	Iteration 84Q: 3 clusters Score -2.796301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 118976 members 
Entering Unmasked Estep 
Score: -27963000.000000 Penalty: 14350.855469
	Iteration 85Q: 3 clusters Score -2.7963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 118977 members 
Entering Unmasked Estep 
Score: -27963008.000000 Penalty: 14350.855469
	Iteration 86Q: 3 clusters Score -2.796301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 118977 members 
Entering Unmasked Estep 
Score: -27963014.000000 Penalty: 14350.855469
	Iteration 87Q: 3 clusters Score -2.796301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 118980 members 
Entering Unmasked Estep 
Score: -27963014.000000 Penalty: 14350.855469
	Iteration 88Q: 3 clusters Score -2.796301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -27963046.000000 Penalty: 14350.855469
	Iteration 89Q: 3 clusters Score -2.796305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 118981 members 
Entering Unmasked Estep 
Score: -27963042.000000 Penalty: 14350.855469
	Iteration 90Q: 3 clusters Score -2.796304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -27963024.000000 Penalty: 14350.855469
	Iteration 91Q: 3 clusters Score -2.796302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -27963024.000000 Penalty: 14350.855469
	Iteration 92F: 3 clusters Score -2.796302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Entering Unmasked Estep 
Score: -9765299.000000 Penalty: 6531.121094
	Iteration 0F: 2 clusters Score -9765299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -9734152.000000 Penalty: 13062.242188
	Iteration 0F: 3 clusters Score -9734152 nChanged 18630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -9743956.000000 Penalty: 13062.242188
	Iteration 1F: 3 clusters Score -9743956 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -9744776.000000 Penalty: 13062.242188
	Iteration 2F: 3 clusters Score -9744776 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -9745390.000000 Penalty: 13062.242188
	Iteration 3Q: 3 clusters Score -9745390 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -9745915.000000 Penalty: 13062.242188
	Iteration 4Q: 3 clusters Score -9745915 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -9746278.000000 Penalty: 13062.242188
	Iteration 5Q: 3 clusters Score -9746278 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -9746659.000000 Penalty: 13062.242188
	Iteration 6Q: 3 clusters Score -9746659 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -9747049.000000 Penalty: 13062.242188
	Iteration 7Q: 3 clusters Score -9747049 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -9747402.000000 Penalty: 13062.242188
	Iteration 8Q: 3 clusters Score -9747402 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -9747783.000000 Penalty: 13062.242188
	Iteration 9Q: 3 clusters Score -9747783 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -9748303.000000 Penalty: 13062.242188
	Iteration 10Q: 3 clusters Score -9748303 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -9749058.000000 Penalty: 13062.242188
	Iteration 11Q: 3 clusters Score -9749058 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -9750050.000000 Penalty: 13062.242188
	Iteration 12Q: 3 clusters Score -9750050 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -9751477.000000 Penalty: 13062.242188
	Iteration 13F: 3 clusters Score -9751477 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -9753192.000000 Penalty: 13062.242188
	Iteration 14F: 3 clusters Score -9753192 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -9755081.000000 Penalty: 13062.242188
	Iteration 15F: 3 clusters Score -9755081 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -9756757.000000 Penalty: 13062.242188
	Iteration 16Q: 3 clusters Score -9756757 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -9757921.000000 Penalty: 13062.242188
	Iteration 17Q: 3 clusters Score -9757921 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9758594.000000 Penalty: 13062.242188
	Iteration 18Q: 3 clusters Score -9758594 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -9758985.000000 Penalty: 13062.242188
	Iteration 19Q: 3 clusters Score -9758985 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9759268.000000 Penalty: 13062.242188
	Iteration 20F: 3 clusters Score -9759268 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9759456.000000 Penalty: 13062.242188
	Iteration 21Q: 3 clusters Score -9759456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9759560.000000 Penalty: 13062.242188
	Iteration 22Q: 3 clusters Score -9759560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9759627.000000 Penalty: 13062.242188
	Iteration 23Q: 3 clusters Score -9759627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9759696.000000 Penalty: 13062.242188
	Iteration 24Q: 3 clusters Score -9759696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9759714.000000 Penalty: 13062.242188
	Iteration 25Q: 3 clusters Score -9759714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9759745.000000 Penalty: 13062.242188
	Iteration 26Q: 3 clusters Score -9759745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9759764.000000 Penalty: 13062.242188
	Iteration 27Q: 3 clusters Score -9759764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9759762.000000 Penalty: 13062.242188
	Iteration 28Q: 3 clusters Score -9759762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9759774.000000 Penalty: 13062.242188
	Iteration 29Q: 3 clusters Score -9759774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9759778.000000 Penalty: 13062.242188
	Iteration 30Q: 3 clusters Score -9759778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9759783.000000 Penalty: 13062.242188
	Iteration 31Q: 3 clusters Score -9759783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9759784.000000 Penalty: 13062.242188
	Iteration 32Q: 3 clusters Score -9759784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9759781.000000 Penalty: 13062.242188
	Iteration 33Q: 3 clusters Score -9759781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9759783.000000 Penalty: 13062.242188
	Iteration 34Q: 3 clusters Score -9759783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9759785.000000 Penalty: 13062.242188
	Iteration 35Q: 3 clusters Score -9759785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9759791.000000 Penalty: 13062.242188
	Iteration 36Q: 3 clusters Score -9759791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9759788.000000 Penalty: 13062.242188
	Iteration 37Q: 3 clusters Score -9759788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9759793.000000 Penalty: 13062.242188
	Iteration 38Q: 3 clusters Score -9759793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9759800.000000 Penalty: 13062.242188
	Iteration 39Q: 3 clusters Score -9759800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9759809.000000 Penalty: 13062.242188
	Iteration 40F: 3 clusters Score -9759809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9759830.000000 Penalty: 13062.242188
	Iteration 41Q: 3 clusters Score -9759830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9759818.000000 Penalty: 13062.242188
	Iteration 42Q: 3 clusters Score -9759818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9759834.000000 Penalty: 13062.242188
	Iteration 43Q: 3 clusters Score -9759834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9759826.000000 Penalty: 13062.242188
	Iteration 44Q: 3 clusters Score -9759826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9759824.000000 Penalty: 13062.242188
	Iteration 45Q: 3 clusters Score -9759824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9759825.000000 Penalty: 13062.242188
	Iteration 46Q: 3 clusters Score -9759825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9759826.000000 Penalty: 13062.242188
	Iteration 47Q: 3 clusters Score -9759826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9759833.000000 Penalty: 13062.242188
	Iteration 48Q: 3 clusters Score -9759833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9759843.000000 Penalty: 13062.242188
	Iteration 49Q: 3 clusters Score -9759843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9759840.000000 Penalty: 13062.242188
	Iteration 50Q: 3 clusters Score -9759840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9759845.000000 Penalty: 13062.242188
	Iteration 51Q: 3 clusters Score -9759845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9759844.000000 Penalty: 13062.242188
	Iteration 52Q: 3 clusters Score -9759844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9759847.000000 Penalty: 13062.242188
	Iteration 53Q: 3 clusters Score -9759847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9759844.000000 Penalty: 13062.242188
	Iteration 54Q: 3 clusters Score -9759844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9759844.000000 Penalty: 13062.242188
	Iteration 55F: 3 clusters Score -9759844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119087 members 
Entering Unmasked Estep 
Score: -27051802.000000 Penalty: 7158.661133
	Iteration 0F: 2 clusters Score -2.70518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -26971052.000000 Penalty: 14317.322266
	Iteration 0F: 3 clusters Score -2.697105e+07 nChanged 54624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -27001244.000000 Penalty: 14317.322266
	Iteration 1F: 3 clusters Score -2.700124e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -27002414.000000 Penalty: 14317.322266
	Iteration 2Q: 3 clusters Score -2.700241e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -27003504.000000 Penalty: 14317.322266
	Iteration 3Q: 3 clusters Score -2.70035e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -27005020.000000 Penalty: 14317.322266
	Iteration 4Q: 3 clusters Score -2.700502e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -27006862.000000 Penalty: 14317.322266
	Iteration 5Q: 3 clusters Score -2.700686e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -27008992.000000 Penalty: 14317.322266
	Iteration 6Q: 3 clusters Score -2.700899e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -27012432.000000 Penalty: 14317.322266
	Iteration 7F: 3 clusters Score -2.701243e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -27017874.000000 Penalty: 14317.322266
	Iteration 8F: 3 clusters Score -2.701787e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 96419 members 
Entering Unmasked Estep 
Score: -27025008.000000 Penalty: 14317.322266
	Iteration 9F: 3 clusters Score -2.702501e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 105097 members 
Entering Unmasked Estep 
Score: -27032628.000000 Penalty: 14317.322266
	Iteration 10F: 3 clusters Score -2.703263e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 111900 members 
Entering Unmasked Estep 
Score: -27039154.000000 Penalty: 14317.322266
	Iteration 11F: 3 clusters Score -2.703915e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 115893 members 
Entering Unmasked Estep 
Score: -27042780.000000 Penalty: 14317.322266
	Iteration 12Q: 3 clusters Score -2.704278e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 117486 members 
Entering Unmasked Estep 
Score: -27044318.000000 Penalty: 14317.322266
	Iteration 13Q: 3 clusters Score -2.704432e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 118079 members 
Entering Unmasked Estep 
Score: -27044954.000000 Penalty: 14317.322266
	Iteration 14Q: 3 clusters Score -2.704495e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 118310 members 
Entering Unmasked Estep 
Score: -27045198.000000 Penalty: 14317.322266
	Iteration 15Q: 3 clusters Score -2.70452e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 118404 members 
Entering Unmasked Estep 
Score: -27045372.000000 Penalty: 14317.322266
	Iteration 16Q: 3 clusters Score -2.704537e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 118449 members 
Entering Unmasked Estep 
Score: -27045430.000000 Penalty: 14317.322266
	Iteration 17Q: 3 clusters Score -2.704543e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 118468 members 
Entering Unmasked Estep 
Score: -27045440.000000 Penalty: 14317.322266
	Iteration 18Q: 3 clusters Score -2.704544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 118484 members 
Entering Unmasked Estep 
Score: -27045478.000000 Penalty: 14317.322266
	Iteration 19Q: 3 clusters Score -2.704548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 118490 members 
Entering Unmasked Estep 
Score: -27045522.000000 Penalty: 14317.322266
	Iteration 20F: 3 clusters Score -2.704552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -27045514.000000 Penalty: 14317.322266
	Iteration 21Q: 3 clusters Score -2.704551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 118504 members 
Entering Unmasked Estep 
Score: -27045514.000000 Penalty: 14317.322266
	Iteration 22Q: 3 clusters Score -2.704551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 118506 members 
Entering Unmasked Estep 
Score: -27045526.000000 Penalty: 14317.322266
	Iteration 23Q: 3 clusters Score -2.704553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 118508 members 
Entering Unmasked Estep 
Score: -27045530.000000 Penalty: 14317.322266
	Iteration 24Q: 3 clusters Score -2.704553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 118510 members 
Entering Unmasked Estep 
Score: -27045544.000000 Penalty: 14317.322266
	Iteration 25Q: 3 clusters Score -2.704554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 118514 members 
Entering Unmasked Estep 
Score: -27045554.000000 Penalty: 14317.322266
	Iteration 26Q: 3 clusters Score -2.704555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 118515 members 
Entering Unmasked Estep 
Score: -27045550.000000 Penalty: 14317.322266
	Iteration 27Q: 3 clusters Score -2.704555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 118516 members 
Entering Unmasked Estep 
Score: -27045558.000000 Penalty: 14317.322266
	Iteration 28Q: 3 clusters Score -2.704556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 118519 members 
Entering Unmasked Estep 
Score: -27045556.000000 Penalty: 14317.322266
	Iteration 29Q: 3 clusters Score -2.704556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -27045554.000000 Penalty: 14317.322266
	Iteration 30Q: 3 clusters Score -2.704555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -27045554.000000 Penalty: 14317.322266
	Iteration 31Q: 3 clusters Score -2.704555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 118523 members 
Entering Unmasked Estep 
Score: -27045574.000000 Penalty: 14317.322266
	Iteration 32Q: 3 clusters Score -2.704557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 118525 members 
Entering Unmasked Estep 
Score: -27045580.000000 Penalty: 14317.322266
	Iteration 33Q: 3 clusters Score -2.704558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 118528 members 
Entering Unmasked Estep 
Score: -27045586.000000 Penalty: 14317.322266
	Iteration 34Q: 3 clusters Score -2.704559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 118531 members 
Entering Unmasked Estep 
Score: -27045578.000000 Penalty: 14317.322266
	Iteration 35Q: 3 clusters Score -2.704558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 118531 members 
Entering Unmasked Estep 
Score: -27045578.000000 Penalty: 14317.322266
	Iteration 36F: 3 clusters Score -2.704558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Entering Unmasked Estep 
Score: -13669183.000000 Penalty: 6735.202637
	Iteration 0F: 2 clusters Score -1.366918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -13627222.000000 Penalty: 13470.405273
	Iteration 0F: 3 clusters Score -1.362722e+07 nChanged 26458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -13641186.000000 Penalty: 13470.405273
	Iteration 1F: 3 clusters Score -1.364119e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -13642115.000000 Penalty: 13470.405273
	Iteration 2F: 3 clusters Score -1.364212e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -13643164.000000 Penalty: 13470.405273
	Iteration 3Q: 3 clusters Score -1.364316e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -13644305.000000 Penalty: 13470.405273
	Iteration 4Q: 3 clusters Score -1.36443e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -13645621.000000 Penalty: 13470.405273
	Iteration 5Q: 3 clusters Score -1.364562e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -13647495.000000 Penalty: 13470.405273
	Iteration 6F: 3 clusters Score -1.36475e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -13649844.000000 Penalty: 13470.405273
	Iteration 7F: 3 clusters Score -1.364984e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -13652981.000000 Penalty: 13470.405273
	Iteration 8F: 3 clusters Score -1.365298e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -13656527.000000 Penalty: 13470.405273
	Iteration 9F: 3 clusters Score -1.365653e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -13659563.000000 Penalty: 13470.405273
	Iteration 10F: 3 clusters Score -1.365956e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -13661386.000000 Penalty: 13470.405273
	Iteration 11Q: 3 clusters Score -1.366139e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -13662333.000000 Penalty: 13470.405273
	Iteration 12Q: 3 clusters Score -1.366233e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -13662839.000000 Penalty: 13470.405273
	Iteration 13Q: 3 clusters Score -1.366284e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -13663154.000000 Penalty: 13470.405273
	Iteration 14Q: 3 clusters Score -1.366315e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -13663298.000000 Penalty: 13470.405273
	Iteration 15Q: 3 clusters Score -1.36633e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -13663376.000000 Penalty: 13470.405273
	Iteration 16Q: 3 clusters Score -1.366338e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -13663418.000000 Penalty: 13470.405273
	Iteration 17Q: 3 clusters Score -1.366342e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -13663464.000000 Penalty: 13470.405273
	Iteration 18Q: 3 clusters Score -1.366346e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -13663507.000000 Penalty: 13470.405273
	Iteration 19Q: 3 clusters Score -1.366351e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -13663531.000000 Penalty: 13470.405273
	Iteration 20F: 3 clusters Score -1.366353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -13663551.000000 Penalty: 13470.405273
	Iteration 21Q: 3 clusters Score -1.366355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -13663569.000000 Penalty: 13470.405273
	Iteration 22Q: 3 clusters Score -1.366357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -13663578.000000 Penalty: 13470.405273
	Iteration 23Q: 3 clusters Score -1.366358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -13663579.000000 Penalty: 13470.405273
	Iteration 24Q: 3 clusters Score -1.366358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -13663583.000000 Penalty: 13470.405273
	Iteration 25Q: 3 clusters Score -1.366358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -13663581.000000 Penalty: 13470.405273
	Iteration 26Q: 3 clusters Score -1.366358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -13663589.000000 Penalty: 13470.405273
	Iteration 27Q: 3 clusters Score -1.366359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -13663583.000000 Penalty: 13470.405273
	Iteration 28Q: 3 clusters Score -1.366358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -13663583.000000 Penalty: 13470.405273
	Iteration 29Q: 3 clusters Score -1.366358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -13663583.000000 Penalty: 13470.405273
	Iteration 30F: 3 clusters Score -1.366358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Entering Unmasked Estep 
Score: -3759285.000000 Penalty: 5973.969727
	Iteration 0F: 2 clusters Score -3759285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3744563.000000 Penalty: 11947.939453
	Iteration 0F: 3 clusters Score -3744563 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3748240.500000 Penalty: 11947.939453
	Iteration 1F: 3 clusters Score -3748240 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3749042.250000 Penalty: 11947.939453
	Iteration 2F: 3 clusters Score -3749042 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3749840.500000 Penalty: 11947.939453
	Iteration 3F: 3 clusters Score -3749840 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3750675.250000 Penalty: 11947.939453
	Iteration 4F: 3 clusters Score -3750675 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3751591.750000 Penalty: 11947.939453
	Iteration 5F: 3 clusters Score -3751592 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3752574.000000 Penalty: 11947.939453
	Iteration 6F: 3 clusters Score -3752574 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3753422.250000 Penalty: 11947.939453
	Iteration 7F: 3 clusters Score -3753422 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3754146.000000 Penalty: 11947.939453
	Iteration 8F: 3 clusters Score -3754146 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3754621.000000 Penalty: 11947.939453
	Iteration 9Q: 3 clusters Score -3754621 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3754934.750000 Penalty: 11947.939453
	Iteration 10Q: 3 clusters Score -3754935 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3755192.000000 Penalty: 11947.939453
	Iteration 11Q: 3 clusters Score -3755192 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3755383.750000 Penalty: 11947.939453
	Iteration 12Q: 3 clusters Score -3755384 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3755536.500000 Penalty: 11947.939453
	Iteration 13Q: 3 clusters Score -3755536 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -3755639.500000 Penalty: 11947.939453
	Iteration 14Q: 3 clusters Score -3755640 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3755712.000000 Penalty: 11947.939453
	Iteration 15Q: 3 clusters Score -3755712 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3755765.500000 Penalty: 11947.939453
	Iteration 16Q: 3 clusters Score -3755766 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3755815.250000 Penalty: 11947.939453
	Iteration 17Q: 3 clusters Score -3755815 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3755846.500000 Penalty: 11947.939453
	Iteration 18Q: 3 clusters Score -3755846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3755886.250000 Penalty: 11947.939453
	Iteration 19Q: 3 clusters Score -3755886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3755909.250000 Penalty: 11947.939453
	Iteration 20F: 3 clusters Score -3755909 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3755942.250000 Penalty: 11947.939453
	Iteration 21Q: 3 clusters Score -3755942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3755964.250000 Penalty: 11947.939453
	Iteration 22Q: 3 clusters Score -3755964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3755994.250000 Penalty: 11947.939453
	Iteration 23Q: 3 clusters Score -3755994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3756007.750000 Penalty: 11947.939453
	Iteration 24Q: 3 clusters Score -3756008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3756020.250000 Penalty: 11947.939453
	Iteration 25Q: 3 clusters Score -3756020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3756039.000000 Penalty: 11947.939453
	Iteration 26Q: 3 clusters Score -3756039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3756042.250000 Penalty: 11947.939453
	Iteration 27Q: 3 clusters Score -3756042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3756059.750000 Penalty: 11947.939453
	Iteration 28Q: 3 clusters Score -3756060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3756053.500000 Penalty: 11947.939453
	Iteration 29Q: 3 clusters Score -3756054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3756053.500000 Penalty: 11947.939453
	Iteration 30Q: 3 clusters Score -3756054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3756073.000000 Penalty: 11947.939453
	Iteration 31Q: 3 clusters Score -3756073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -3756071.000000 Penalty: 11947.939453
	Iteration 32Q: 3 clusters Score -3756071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3756077.000000 Penalty: 11947.939453
	Iteration 33Q: 3 clusters Score -3756077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3756079.000000 Penalty: 11947.939453
	Iteration 34Q: 3 clusters Score -3756079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3756080.750000 Penalty: 11947.939453
	Iteration 35Q: 3 clusters Score -3756081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3756081.000000 Penalty: 11947.939453
	Iteration 36Q: 3 clusters Score -3756081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3756084.000000 Penalty: 11947.939453
	Iteration 37Q: 3 clusters Score -3756084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3756088.000000 Penalty: 11947.939453
	Iteration 38Q: 3 clusters Score -3756088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3756087.750000 Penalty: 11947.939453
	Iteration 39Q: 3 clusters Score -3756088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3756091.000000 Penalty: 11947.939453
	Iteration 40F: 3 clusters Score -3756091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3756090.250000 Penalty: 11947.939453
	Iteration 41Q: 3 clusters Score -3756090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3756093.000000 Penalty: 11947.939453
	Iteration 42Q: 3 clusters Score -3756093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3756094.500000 Penalty: 11947.939453
	Iteration 43Q: 3 clusters Score -3756094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3756094.500000 Penalty: 11947.939453
	Iteration 44F: 3 clusters Score -3756094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (131385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131385 members 
Entering Unmasked Estep 
Score: -30250952.000000 Penalty: 7218.855469
	Iteration 0F: 2 clusters Score -3.025095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -30166980.000000 Penalty: 14437.710938
	Iteration 0F: 3 clusters Score -3.016698e+07 nChanged 60558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -30200254.000000 Penalty: 14437.710938
	Iteration 1F: 3 clusters Score -3.020025e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -30201772.000000 Penalty: 14437.710938
	Iteration 2Q: 3 clusters Score -3.020177e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -30203874.000000 Penalty: 14437.710938
	Iteration 3Q: 3 clusters Score -3.020387e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -30206518.000000 Penalty: 14437.710938
	Iteration 4Q: 3 clusters Score -3.020652e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -30209766.000000 Penalty: 14437.710938
	Iteration 5Q: 3 clusters Score -3.020977e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -30213222.000000 Penalty: 14437.710938
	Iteration 6F: 3 clusters Score -3.021322e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -30216750.000000 Penalty: 14437.710938
	Iteration 7F: 3 clusters Score -3.021675e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -30220528.000000 Penalty: 14437.710938
	Iteration 8F: 3 clusters Score -3.022053e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -30224102.000000 Penalty: 14437.710938
	Iteration 9F: 3 clusters Score -3.02241e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -30227328.000000 Penalty: 14437.710938
	Iteration 10Q: 3 clusters Score -3.022733e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -30230480.000000 Penalty: 14437.710938
	Iteration 11Q: 3 clusters Score -3.023048e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -30233134.000000 Penalty: 14437.710938
	Iteration 12Q: 3 clusters Score -3.023313e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -30235194.000000 Penalty: 14437.710938
	Iteration 13Q: 3 clusters Score -3.023519e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 87443 members 
Entering Unmasked Estep 
Score: -30236572.000000 Penalty: 14437.710938
	Iteration 14Q: 3 clusters Score -3.023657e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -30237672.000000 Penalty: 14437.710938
	Iteration 15Q: 3 clusters Score -3.023767e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 92323 members 
Entering Unmasked Estep 
Score: -30238682.000000 Penalty: 14437.710938
	Iteration 16Q: 3 clusters Score -3.023868e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 94656 members 
Entering Unmasked Estep 
Score: -30239478.000000 Penalty: 14437.710938
	Iteration 17Q: 3 clusters Score -3.023948e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -30240434.000000 Penalty: 14437.710938
	Iteration 18Q: 3 clusters Score -3.024043e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -30241064.000000 Penalty: 14437.710938
	Iteration 19Q: 3 clusters Score -3.024106e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 101216 members 
Entering Unmasked Estep 
Score: -30241902.000000 Penalty: 14437.710938
	Iteration 20F: 3 clusters Score -3.02419e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 103171 members 
Entering Unmasked Estep 
Score: -30242498.000000 Penalty: 14437.710938
	Iteration 21Q: 3 clusters Score -3.02425e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -30243260.000000 Penalty: 14437.710938
	Iteration 22Q: 3 clusters Score -3.024326e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 106771 members 
Entering Unmasked Estep 
Score: -30243932.000000 Penalty: 14437.710938
	Iteration 23Q: 3 clusters Score -3.024393e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -30244532.000000 Penalty: 14437.710938
	Iteration 24Q: 3 clusters Score -3.024453e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 109873 members 
Entering Unmasked Estep 
Score: -30245276.000000 Penalty: 14437.710938
	Iteration 25Q: 3 clusters Score -3.024528e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 111199 members 
Entering Unmasked Estep 
Score: -30245812.000000 Penalty: 14437.710938
	Iteration 26Q: 3 clusters Score -3.024581e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 112424 members 
Entering Unmasked Estep 
Score: -30246398.000000 Penalty: 14437.710938
	Iteration 27Q: 3 clusters Score -3.02464e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 113501 members 
Entering Unmasked Estep 
Score: -30246768.000000 Penalty: 14437.710938
	Iteration 28Q: 3 clusters Score -3.024677e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 114491 members 
Entering Unmasked Estep 
Score: -30247210.000000 Penalty: 14437.710938
	Iteration 29Q: 3 clusters Score -3.024721e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 115384 members 
Entering Unmasked Estep 
Score: -30247638.000000 Penalty: 14437.710938
	Iteration 30Q: 3 clusters Score -3.024764e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 116195 members 
Entering Unmasked Estep 
Score: -30248248.000000 Penalty: 14437.710938
	Iteration 31Q: 3 clusters Score -3.024825e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 116960 members 
Entering Unmasked Estep 
Score: -30249064.000000 Penalty: 14437.710938
	Iteration 32Q: 3 clusters Score -3.024906e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 117653 members 
Entering Unmasked Estep 
Score: -30249734.000000 Penalty: 14437.710938
	Iteration 33Q: 3 clusters Score -3.024973e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 118225 members 
Entering Unmasked Estep 
Score: -30250188.000000 Penalty: 14437.710938
	Iteration 34Q: 3 clusters Score -3.025019e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 118668 members 
Entering Unmasked Estep 
Score: -30250366.000000 Penalty: 14437.710938
	Iteration 35Q: 3 clusters Score -3.025037e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 119025 members 
Entering Unmasked Estep 
Score: -30250566.000000 Penalty: 14437.710938
	Iteration 36Q: 3 clusters Score -3.025057e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 119279 members 
Entering Unmasked Estep 
Score: -30250564.000000 Penalty: 14437.710938
	Iteration 37Q: 3 clusters Score -3.025056e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 119472 members 
Entering Unmasked Estep 
Score: -30250524.000000 Penalty: 14437.710938
	Iteration 38Q: 3 clusters Score -3.025052e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 119596 members 
Entering Unmasked Estep 
Score: -30250532.000000 Penalty: 14437.710938
	Iteration 39Q: 3 clusters Score -3.025053e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 119692 members 
Entering Unmasked Estep 
Score: -30250528.000000 Penalty: 14437.710938
	Iteration 40F: 3 clusters Score -3.025053e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 119758 members 
Entering Unmasked Estep 
Score: -30250486.000000 Penalty: 14437.710938
	Iteration 41Q: 3 clusters Score -3.025049e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 119810 members 
Entering Unmasked Estep 
Score: -30250534.000000 Penalty: 14437.710938
	Iteration 42Q: 3 clusters Score -3.025053e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 119857 members 
Entering Unmasked Estep 
Score: -30250510.000000 Penalty: 14437.710938
	Iteration 43Q: 3 clusters Score -3.025051e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 119894 members 
Entering Unmasked Estep 
Score: -30250526.000000 Penalty: 14437.710938
	Iteration 44Q: 3 clusters Score -3.025053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 119923 members 
Entering Unmasked Estep 
Score: -30250562.000000 Penalty: 14437.710938
	Iteration 45Q: 3 clusters Score -3.025056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 119944 members 
Entering Unmasked Estep 
Score: -30250520.000000 Penalty: 14437.710938
	Iteration 46Q: 3 clusters Score -3.025052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 119961 members 
Entering Unmasked Estep 
Score: -30250530.000000 Penalty: 14437.710938
	Iteration 47Q: 3 clusters Score -3.025053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -30250522.000000 Penalty: 14437.710938
	Iteration 48Q: 3 clusters Score -3.025052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 119997 members 
Entering Unmasked Estep 
Score: -30250512.000000 Penalty: 14437.710938
	Iteration 49Q: 3 clusters Score -3.025051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 120011 members 
Entering Unmasked Estep 
Score: -30250508.000000 Penalty: 14437.710938
	Iteration 50Q: 3 clusters Score -3.025051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 120019 members 
Entering Unmasked Estep 
Score: -30250500.000000 Penalty: 14437.710938
	Iteration 51Q: 3 clusters Score -3.02505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 120026 members 
Entering Unmasked Estep 
Score: -30250504.000000 Penalty: 14437.710938
	Iteration 52Q: 3 clusters Score -3.02505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 120032 members 
Entering Unmasked Estep 
Score: -30250512.000000 Penalty: 14437.710938
	Iteration 53Q: 3 clusters Score -3.025051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 120040 members 
Entering Unmasked Estep 
Score: -30250510.000000 Penalty: 14437.710938
	Iteration 54Q: 3 clusters Score -3.025051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
Score: -30250512.000000 Penalty: 14437.710938
	Iteration 55Q: 3 clusters Score -3.025051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 120053 members 
Entering Unmasked Estep 
Score: -30250518.000000 Penalty: 14437.710938
	Iteration 56Q: 3 clusters Score -3.025052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -30250512.000000 Penalty: 14437.710938
	Iteration 57Q: 3 clusters Score -3.025051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 120057 members 
Entering Unmasked Estep 
Score: -30250494.000000 Penalty: 14437.710938
	Iteration 58Q: 3 clusters Score -3.025049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 120060 members 
Entering Unmasked Estep 
Score: -30250510.000000 Penalty: 14437.710938
	Iteration 59Q: 3 clusters Score -3.025051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 120061 members 
Entering Unmasked Estep 
Score: -30250500.000000 Penalty: 14437.710938
	Iteration 60F: 3 clusters Score -3.02505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Entering Unmasked Estep 
Score: -8345243.000000 Penalty: 6461.241699
	Iteration 0F: 2 clusters Score -8345243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -8317321.000000 Penalty: 12922.483398
	Iteration 0F: 3 clusters Score -8317321 nChanged 16482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -8326763.000000 Penalty: 12922.483398
	Iteration 1F: 3 clusters Score -8326763 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -8328322.000000 Penalty: 12922.483398
	Iteration 2F: 3 clusters Score -8328322 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -8329515.000000 Penalty: 12922.483398
	Iteration 3F: 3 clusters Score -8329515 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -8330723.500000 Penalty: 12922.483398
	Iteration 4F: 3 clusters Score -8330724 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -8331976.500000 Penalty: 12922.483398
	Iteration 5F: 3 clusters Score -8331976 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -8333186.500000 Penalty: 12922.483398
	Iteration 6F: 3 clusters Score -8333186 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -8334279.000000 Penalty: 12922.483398
	Iteration 7Q: 3 clusters Score -8334279 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -8335389.500000 Penalty: 12922.483398
	Iteration 8Q: 3 clusters Score -8335390 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -8336407.500000 Penalty: 12922.483398
	Iteration 9Q: 3 clusters Score -8336408 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -8337238.000000 Penalty: 12922.483398
	Iteration 10Q: 3 clusters Score -8337238 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -8338019.000000 Penalty: 12922.483398
	Iteration 11Q: 3 clusters Score -8338019 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -8338594.500000 Penalty: 12922.483398
	Iteration 12Q: 3 clusters Score -8338594 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -8339053.500000 Penalty: 12922.483398
	Iteration 13Q: 3 clusters Score -8339054 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -8339382.000000 Penalty: 12922.483398
	Iteration 14Q: 3 clusters Score -8339382 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -8339658.500000 Penalty: 12922.483398
	Iteration 15Q: 3 clusters Score -8339658 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -8339917.000000 Penalty: 12922.483398
	Iteration 16Q: 3 clusters Score -8339917 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -8340160.000000 Penalty: 12922.483398
	Iteration 17Q: 3 clusters Score -8340160 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -8340365.000000 Penalty: 12922.483398
	Iteration 18Q: 3 clusters Score -8340365 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -8340563.500000 Penalty: 12922.483398
	Iteration 19Q: 3 clusters Score -8340564 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -8340726.500000 Penalty: 12922.483398
	Iteration 20F: 3 clusters Score -8340726 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -8340873.500000 Penalty: 12922.483398
	Iteration 21Q: 3 clusters Score -8340874 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -8341100.000000 Penalty: 12922.483398
	Iteration 22Q: 3 clusters Score -8341100 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -8341230.500000 Penalty: 12922.483398
	Iteration 23Q: 3 clusters Score -8341230 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -8341370.500000 Penalty: 12922.483398
	Iteration 24Q: 3 clusters Score -8341370 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -8341467.000000 Penalty: 12922.483398
	Iteration 25Q: 3 clusters Score -8341467 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -8341581.000000 Penalty: 12922.483398
	Iteration 26Q: 3 clusters Score -8341581 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -8341681.000000 Penalty: 12922.483398
	Iteration 27Q: 3 clusters Score -8341681 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -8341781.500000 Penalty: 12922.483398
	Iteration 28Q: 3 clusters Score -8341782 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -8341827.000000 Penalty: 12922.483398
	Iteration 29Q: 3 clusters Score -8341827 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -8341881.000000 Penalty: 12922.483398
	Iteration 30Q: 3 clusters Score -8341881 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -8341916.000000 Penalty: 12922.483398
	Iteration 31Q: 3 clusters Score -8341916 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -8341969.000000 Penalty: 12922.483398
	Iteration 32Q: 3 clusters Score -8341969 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -8341999.000000 Penalty: 12922.483398
	Iteration 33Q: 3 clusters Score -8341999 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -8342053.500000 Penalty: 12922.483398
	Iteration 34Q: 3 clusters Score -8342054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -8342055.500000 Penalty: 12922.483398
	Iteration 35Q: 3 clusters Score -8342056 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -8342094.500000 Penalty: 12922.483398
	Iteration 36Q: 3 clusters Score -8342094 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -8342094.000000 Penalty: 12922.483398
	Iteration 37Q: 3 clusters Score -8342094 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -8342116.500000 Penalty: 12922.483398
	Iteration 38Q: 3 clusters Score -8342116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -8342147.500000 Penalty: 12922.483398
	Iteration 39Q: 3 clusters Score -8342148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -8342154.000000 Penalty: 12922.483398
	Iteration 40F: 3 clusters Score -8342154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -8342155.000000 Penalty: 12922.483398
	Iteration 41Q: 3 clusters Score -8342155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -8342147.500000 Penalty: 12922.483398
	Iteration 42Q: 3 clusters Score -8342148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -8342163.000000 Penalty: 12922.483398
	Iteration 43Q: 3 clusters Score -8342163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -8342177.500000 Penalty: 12922.483398
	Iteration 44Q: 3 clusters Score -8342178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -8342181.000000 Penalty: 12922.483398
	Iteration 45Q: 3 clusters Score -8342181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -8342180.000000 Penalty: 12922.483398
	Iteration 46Q: 3 clusters Score -8342180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -8342192.000000 Penalty: 12922.483398
	Iteration 47Q: 3 clusters Score -8342192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -8342170.500000 Penalty: 12922.483398
	Iteration 48Q: 3 clusters Score -8342170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -8342165.000000 Penalty: 12922.483398
	Iteration 49Q: 3 clusters Score -8342165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -8342168.000000 Penalty: 12922.483398
	Iteration 50Q: 3 clusters Score -8342168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -8342176.500000 Penalty: 12922.483398
	Iteration 51Q: 3 clusters Score -8342176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -8342192.500000 Penalty: 12922.483398
	Iteration 52Q: 3 clusters Score -8342192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -8342186.000000 Penalty: 12922.483398
	Iteration 53Q: 3 clusters Score -8342186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -8342181.500000 Penalty: 12922.483398
	Iteration 54Q: 3 clusters Score -8342182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -8342178.500000 Penalty: 12922.483398
	Iteration 55Q: 3 clusters Score -8342178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -8342195.500000 Penalty: 12922.483398
	Iteration 56Q: 3 clusters Score -8342196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -8342193.500000 Penalty: 12922.483398
	Iteration 57Q: 3 clusters Score -8342194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -8342190.000000 Penalty: 12922.483398
	Iteration 58Q: 3 clusters Score -8342190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -8342192.000000 Penalty: 12922.483398
	Iteration 59Q: 3 clusters Score -8342192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -8342201.000000 Penalty: 12922.483398
	Iteration 60F: 3 clusters Score -8342201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -8342201.500000 Penalty: 12922.483398
	Iteration 61Q: 3 clusters Score -8342202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -8342207.500000 Penalty: 12922.483398
	Iteration 62Q: 3 clusters Score -8342208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -8342211.500000 Penalty: 12922.483398
	Iteration 63Q: 3 clusters Score -8342212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -8342214.500000 Penalty: 12922.483398
	Iteration 64Q: 3 clusters Score -8342214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -8342200.000000 Penalty: 12922.483398
	Iteration 65Q: 3 clusters Score -8342200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -8342219.500000 Penalty: 12922.483398
	Iteration 66Q: 3 clusters Score -8342220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -8342212.500000 Penalty: 12922.483398
	Iteration 67Q: 3 clusters Score -8342212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -8342215.000000 Penalty: 12922.483398
	Iteration 68Q: 3 clusters Score -8342215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -8342232.500000 Penalty: 12922.483398
	Iteration 69Q: 3 clusters Score -8342232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -8342243.000000 Penalty: 12922.483398
	Iteration 70Q: 3 clusters Score -8342243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -8342243.500000 Penalty: 12922.483398
	Iteration 71Q: 3 clusters Score -8342244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -8342242.500000 Penalty: 12922.483398
	Iteration 72Q: 3 clusters Score -8342242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -8342248.500000 Penalty: 12922.483398
	Iteration 73Q: 3 clusters Score -8342248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -8342251.500000 Penalty: 12922.483398
	Iteration 74Q: 3 clusters Score -8342252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -8342245.500000 Penalty: 12922.483398
	Iteration 75Q: 3 clusters Score -8342246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -8342248.000000 Penalty: 12922.483398
	Iteration 76Q: 3 clusters Score -8342248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -8342246.000000 Penalty: 12922.483398
	Iteration 77Q: 3 clusters Score -8342246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -8342233.000000 Penalty: 12922.483398
	Iteration 78Q: 3 clusters Score -8342233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -8342232.000000 Penalty: 12922.483398
	Iteration 79Q: 3 clusters Score -8342232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -8342244.000000 Penalty: 12922.483398
	Iteration 80F: 3 clusters Score -8342244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -8342254.500000 Penalty: 12922.483398
	Iteration 81Q: 3 clusters Score -8342254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -8342251.000000 Penalty: 12922.483398
	Iteration 82Q: 3 clusters Score -8342251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -8342248.500000 Penalty: 12922.483398
	Iteration 83Q: 3 clusters Score -8342248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -8342255.000000 Penalty: 12922.483398
	Iteration 84Q: 3 clusters Score -8342255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -8342248.000000 Penalty: 12922.483398
	Iteration 85Q: 3 clusters Score -8342248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -8342255.500000 Penalty: 12922.483398
	Iteration 86Q: 3 clusters Score -8342256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -8342251.000000 Penalty: 12922.483398
	Iteration 87Q: 3 clusters Score -8342251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -8342272.000000 Penalty: 12922.483398
	Iteration 88Q: 3 clusters Score -8342272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -8342267.000000 Penalty: 12922.483398
	Iteration 89Q: 3 clusters Score -8342267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -8342267.000000 Penalty: 12922.483398
	Iteration 90Q: 3 clusters Score -8342267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -8342255.000000 Penalty: 12922.483398
	Iteration 91Q: 3 clusters Score -8342255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -8342261.500000 Penalty: 12922.483398
	Iteration 92Q: 3 clusters Score -8342262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -8342271.000000 Penalty: 12922.483398
	Iteration 93Q: 3 clusters Score -8342271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -8342273.000000 Penalty: 12922.483398
	Iteration 94Q: 3 clusters Score -8342273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -8342258.500000 Penalty: 12922.483398
	Iteration 95Q: 3 clusters Score -8342258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -8342261.500000 Penalty: 12922.483398
	Iteration 96Q: 3 clusters Score -8342262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -8342268.000000 Penalty: 12922.483398
	Iteration 97Q: 3 clusters Score -8342268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -8342258.000000 Penalty: 12922.483398
	Iteration 98Q: 3 clusters Score -8342258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -8342271.000000 Penalty: 12922.483398
	Iteration 99Q: 3 clusters Score -8342271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -8342271.000000 Penalty: 12922.483398
	Iteration 100F: 3 clusters Score -8342271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -8342258.500000 Penalty: 12922.483398
	Iteration 101Q: 3 clusters Score -8342258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -8342259.500000 Penalty: 12922.483398
	Iteration 102Q: 3 clusters Score -8342260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -8342257.500000 Penalty: 12922.483398
	Iteration 103Q: 3 clusters Score -8342258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -8342262.500000 Penalty: 12922.483398
	Iteration 104Q: 3 clusters Score -8342262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -8342275.500000 Penalty: 12922.483398
	Iteration 105Q: 3 clusters Score -8342276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -8342275.500000 Penalty: 12922.483398
	Iteration 106F: 3 clusters Score -8342276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Entering Unmasked Estep 
Score: -16398317.000000 Penalty: 6852.504883
	Iteration 0F: 2 clusters Score -1.639832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -16348312.000000 Penalty: 13705.009766
	Iteration 0F: 3 clusters Score -1.634831e+07 nChanged 32576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -16366046.000000 Penalty: 13705.009766
	Iteration 1F: 3 clusters Score -1.636605e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -16367045.000000 Penalty: 13705.009766
	Iteration 2Q: 3 clusters Score -1.636704e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -16367964.000000 Penalty: 13705.009766
	Iteration 3Q: 3 clusters Score -1.636796e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -16368699.000000 Penalty: 13705.009766
	Iteration 4Q: 3 clusters Score -1.63687e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -16369444.000000 Penalty: 13705.009766
	Iteration 5Q: 3 clusters Score -1.636944e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -16370315.000000 Penalty: 13705.009766
	Iteration 6Q: 3 clusters Score -1.637032e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -16371333.000000 Penalty: 13705.009766
	Iteration 7Q: 3 clusters Score -1.637133e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -16372794.000000 Penalty: 13705.009766
	Iteration 8Q: 3 clusters Score -1.637279e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -16374803.000000 Penalty: 13705.009766
	Iteration 9Q: 3 clusters Score -1.63748e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -16377384.000000 Penalty: 13705.009766
	Iteration 10F: 3 clusters Score -1.637738e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -16380737.000000 Penalty: 13705.009766
	Iteration 11F: 3 clusters Score -1.638074e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -16384337.000000 Penalty: 13705.009766
	Iteration 12F: 3 clusters Score -1.638434e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -16387766.000000 Penalty: 13705.009766
	Iteration 13F: 3 clusters Score -1.638777e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -16390720.000000 Penalty: 13705.009766
	Iteration 14Q: 3 clusters Score -1.639072e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -16393011.000000 Penalty: 13705.009766
	Iteration 15Q: 3 clusters Score -1.639301e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -16394258.000000 Penalty: 13705.009766
	Iteration 16Q: 3 clusters Score -1.639426e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -16394875.000000 Penalty: 13705.009766
	Iteration 17Q: 3 clusters Score -1.639488e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -16395157.000000 Penalty: 13705.009766
	Iteration 18Q: 3 clusters Score -1.639516e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -16395291.000000 Penalty: 13705.009766
	Iteration 19Q: 3 clusters Score -1.639529e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -16395308.000000 Penalty: 13705.009766
	Iteration 20F: 3 clusters Score -1.639531e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -16395316.000000 Penalty: 13705.009766
	Iteration 21Q: 3 clusters Score -1.639532e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65536 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -16395334.000000 Penalty: 13705.009766
	Iteration 22Q: 3 clusters Score -1.639533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -16395344.000000 Penalty: 13705.009766
	Iteration 23Q: 3 clusters Score -1.639534e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -16395323.000000 Penalty: 13705.009766
	Iteration 24Q: 3 clusters Score -1.639532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -16395334.000000 Penalty: 13705.009766
	Iteration 25Q: 3 clusters Score -1.639533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -16395321.000000 Penalty: 13705.009766
	Iteration 26Q: 3 clusters Score -1.639532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -16395329.000000 Penalty: 13705.009766
	Iteration 27Q: 3 clusters Score -1.639533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -16395332.000000 Penalty: 13705.009766
	Iteration 28Q: 3 clusters Score -1.639533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -16395329.000000 Penalty: 13705.009766
	Iteration 29Q: 3 clusters Score -1.639533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -16395324.000000 Penalty: 13705.009766
	Iteration 30Q: 3 clusters Score -1.639532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -16395330.000000 Penalty: 13705.009766
	Iteration 31Q: 3 clusters Score -1.639533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -16395333.000000 Penalty: 13705.009766
	Iteration 32Q: 3 clusters Score -1.639533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -16395335.000000 Penalty: 13705.009766
	Iteration 33Q: 3 clusters Score -1.639534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -16395326.000000 Penalty: 13705.009766
	Iteration 34Q: 3 clusters Score -1.639533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -16395326.000000 Penalty: 13705.009766
	Iteration 35F: 3 clusters Score -1.639533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Entering Unmasked Estep 
Score: -3631859.500000 Penalty: 5934.850098
	Iteration 0F: 2 clusters Score -3631860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3617783.000000 Penalty: 11869.700195
	Iteration 0F: 3 clusters Score -3617783 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3621263.750000 Penalty: 11869.700195
	Iteration 1F: 3 clusters Score -3621264 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3621944.250000 Penalty: 11869.700195
	Iteration 2F: 3 clusters Score -3621944 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3622597.500000 Penalty: 11869.700195
	Iteration 3F: 3 clusters Score -3622598 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3623314.000000 Penalty: 11869.700195
	Iteration 4F: 3 clusters Score -3623314 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3624054.000000 Penalty: 11869.700195
	Iteration 5F: 3 clusters Score -3624054 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3624782.750000 Penalty: 11869.700195
	Iteration 6F: 3 clusters Score -3624783 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3625489.000000 Penalty: 11869.700195
	Iteration 7F: 3 clusters Score -3625489 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3626117.000000 Penalty: 11869.700195
	Iteration 8Q: 3 clusters Score -3626117 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3626624.500000 Penalty: 11869.700195
	Iteration 9Q: 3 clusters Score -3626624 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3626987.500000 Penalty: 11869.700195
	Iteration 10Q: 3 clusters Score -3626988 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3627259.000000 Penalty: 11869.700195
	Iteration 11Q: 3 clusters Score -3627259 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3627449.000000 Penalty: 11869.700195
	Iteration 12Q: 3 clusters Score -3627449 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3627595.750000 Penalty: 11869.700195
	Iteration 13Q: 3 clusters Score -3627596 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3627681.000000 Penalty: 11869.700195
	Iteration 14Q: 3 clusters Score -3627681 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3627752.750000 Penalty: 11869.700195
	Iteration 15Q: 3 clusters Score -3627753 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3627807.000000 Penalty: 11869.700195
	Iteration 16Q: 3 clusters Score -3627807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3627824.000000 Penalty: 11869.700195
	Iteration 17Q: 3 clusters Score -3627824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3627855.000000 Penalty: 11869.700195
	Iteration 18Q: 3 clusters Score -3627855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3627870.250000 Penalty: 11869.700195
	Iteration 19Q: 3 clusters Score -3627870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3627889.250000 Penalty: 11869.700195
	Iteration 20F: 3 clusters Score -3627889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3627896.750000 Penalty: 11869.700195
	Iteration 21Q: 3 clusters Score -3627897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3627906.000000 Penalty: 11869.700195
	Iteration 22Q: 3 clusters Score -3627906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3627918.250000 Penalty: 11869.700195
	Iteration 23Q: 3 clusters Score -3627918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3627924.000000 Penalty: 11869.700195
	Iteration 24Q: 3 clusters Score -3627924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3627920.250000 Penalty: 11869.700195
	Iteration 25Q: 3 clusters Score -3627920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3627932.750000 Penalty: 11869.700195
	Iteration 26Q: 3 clusters Score -3627933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3627935.000000 Penalty: 11869.700195
	Iteration 27Q: 3 clusters Score -3627935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3627948.000000 Penalty: 11869.700195
	Iteration 28Q: 3 clusters Score -3627948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3627949.750000 Penalty: 11869.700195
	Iteration 29Q: 3 clusters Score -3627950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3627942.500000 Penalty: 11869.700195
	Iteration 30Q: 3 clusters Score -3627942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3627953.000000 Penalty: 11869.700195
	Iteration 31Q: 3 clusters Score -3627953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3627952.500000 Penalty: 11869.700195
	Iteration 32Q: 3 clusters Score -3627952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3627953.750000 Penalty: 11869.700195
	Iteration 33Q: 3 clusters Score -3627954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3627957.500000 Penalty: 11869.700195
	Iteration 34Q: 3 clusters Score -3627958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3627955.750000 Penalty: 11869.700195
	Iteration 35Q: 3 clusters Score -3627956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3627955.750000 Penalty: 11869.700195
	Iteration 36Q: 3 clusters Score -3627956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3627963.250000 Penalty: 11869.700195
	Iteration 37Q: 3 clusters Score -3627963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3627962.000000 Penalty: 11869.700195
	Iteration 38Q: 3 clusters Score -3627962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3627967.000000 Penalty: 11869.700195
	Iteration 39Q: 3 clusters Score -3627967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3627967.000000 Penalty: 11869.700195
	Iteration 40F: 3 clusters Score -3627967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Entering Unmasked Estep 
Score: -16294212.000000 Penalty: 6867.479980
	Iteration 0F: 2 clusters Score -1.629421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -16242939.000000 Penalty: 13734.959961
	Iteration 0F: 3 clusters Score -1.624294e+07 nChanged 33374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -16261650.000000 Penalty: 13734.959961
	Iteration 1F: 3 clusters Score -1.626165e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -16263319.000000 Penalty: 13734.959961
	Iteration 2F: 3 clusters Score -1.626332e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -16265131.000000 Penalty: 13734.959961
	Iteration 3F: 3 clusters Score -1.626513e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -16267112.000000 Penalty: 13734.959961
	Iteration 4F: 3 clusters Score -1.626711e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -16269311.000000 Penalty: 13734.959961
	Iteration 5F: 3 clusters Score -1.626931e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -16271453.000000 Penalty: 13734.959961
	Iteration 6F: 3 clusters Score -1.627145e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -16273250.000000 Penalty: 13734.959961
	Iteration 7F: 3 clusters Score -1.627325e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -16275076.000000 Penalty: 13734.959961
	Iteration 8Q: 3 clusters Score -1.627508e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -16276808.000000 Penalty: 13734.959961
	Iteration 9Q: 3 clusters Score -1.627681e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -16278321.000000 Penalty: 13734.959961
	Iteration 10Q: 3 clusters Score -1.627832e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -16279866.000000 Penalty: 13734.959961
	Iteration 11Q: 3 clusters Score -1.627987e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -16281519.000000 Penalty: 13734.959961
	Iteration 12Q: 3 clusters Score -1.628152e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -16283556.000000 Penalty: 13734.959961
	Iteration 13Q: 3 clusters Score -1.628356e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -16285557.000000 Penalty: 13734.959961
	Iteration 14Q: 3 clusters Score -1.628556e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -16287372.000000 Penalty: 13734.959961
	Iteration 15Q: 3 clusters Score -1.628737e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -16288675.000000 Penalty: 13734.959961
	Iteration 16Q: 3 clusters Score -1.628868e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -16289686.000000 Penalty: 13734.959961
	Iteration 17Q: 3 clusters Score -1.628969e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -16290326.000000 Penalty: 13734.959961
	Iteration 18Q: 3 clusters Score -1.629033e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -16290793.000000 Penalty: 13734.959961
	Iteration 19Q: 3 clusters Score -1.629079e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -16291140.000000 Penalty: 13734.959961
	Iteration 20F: 3 clusters Score -1.629114e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -16291394.000000 Penalty: 13734.959961
	Iteration 21Q: 3 clusters Score -1.629139e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -16291589.000000 Penalty: 13734.959961
	Iteration 22Q: 3 clusters Score -1.629159e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -16291795.000000 Penalty: 13734.959961
	Iteration 23Q: 3 clusters Score -1.62918e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -16291960.000000 Penalty: 13734.959961
	Iteration 24Q: 3 clusters Score -1.629196e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -16292013.000000 Penalty: 13734.959961
	Iteration 25Q: 3 clusters Score -1.629201e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -16292054.000000 Penalty: 13734.959961
	Iteration 26Q: 3 clusters Score -1.629205e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -16292108.000000 Penalty: 13734.959961
	Iteration 27Q: 3 clusters Score -1.629211e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -16292152.000000 Penalty: 13734.959961
	Iteration 28Q: 3 clusters Score -1.629215e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -16292278.000000 Penalty: 13734.959961
	Iteration 29Q: 3 clusters Score -1.629228e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -16292287.000000 Penalty: 13734.959961
	Iteration 30Q: 3 clusters Score -1.629229e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -16292326.000000 Penalty: 13734.959961
	Iteration 31Q: 3 clusters Score -1.629233e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -16292337.000000 Penalty: 13734.959961
	Iteration 32Q: 3 clusters Score -1.629234e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -16292321.000000 Penalty: 13734.959961
	Iteration 33Q: 3 clusters Score -1.629232e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -16292342.000000 Penalty: 13734.959961
	Iteration 34Q: 3 clusters Score -1.629234e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -16292380.000000 Penalty: 13734.959961
	Iteration 35Q: 3 clusters Score -1.629238e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -16292357.000000 Penalty: 13734.959961
	Iteration 36Q: 3 clusters Score -1.629236e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -16292362.000000 Penalty: 13734.959961
	Iteration 37Q: 3 clusters Score -1.629236e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -16292368.000000 Penalty: 13734.959961
	Iteration 38Q: 3 clusters Score -1.629237e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -16292347.000000 Penalty: 13734.959961
	Iteration 39Q: 3 clusters Score -1.629235e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -16292364.000000 Penalty: 13734.959961
	Iteration 40F: 3 clusters Score -1.629236e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -16292423.000000 Penalty: 13734.959961
	Iteration 41Q: 3 clusters Score -1.629242e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -16292406.000000 Penalty: 13734.959961
	Iteration 42Q: 3 clusters Score -1.629241e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -16292416.000000 Penalty: 13734.959961
	Iteration 43Q: 3 clusters Score -1.629242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -16292438.000000 Penalty: 13734.959961
	Iteration 44Q: 3 clusters Score -1.629244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -16292432.000000 Penalty: 13734.959961
	Iteration 45Q: 3 clusters Score -1.629243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67439 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -16292427.000000 Penalty: 13734.959961
	Iteration 46Q: 3 clusters Score -1.629243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -16292429.000000 Penalty: 13734.959961
	Iteration 47Q: 3 clusters Score -1.629243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -16292413.000000 Penalty: 13734.959961
	Iteration 48Q: 3 clusters Score -1.629241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -16292414.000000 Penalty: 13734.959961
	Iteration 49Q: 3 clusters Score -1.629241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -16292418.000000 Penalty: 13734.959961
	Iteration 50Q: 3 clusters Score -1.629242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -16292421.000000 Penalty: 13734.959961
	Iteration 51Q: 3 clusters Score -1.629242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -16292452.000000 Penalty: 13734.959961
	Iteration 52Q: 3 clusters Score -1.629245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -16292454.000000 Penalty: 13734.959961
	Iteration 53Q: 3 clusters Score -1.629245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67591 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -16292455.000000 Penalty: 13734.959961
	Iteration 54Q: 3 clusters Score -1.629246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -16292467.000000 Penalty: 13734.959961
	Iteration 55Q: 3 clusters Score -1.629247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -16292467.000000 Penalty: 13734.959961
	Iteration 56Q: 3 clusters Score -1.629247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -16292475.000000 Penalty: 13734.959961
	Iteration 57Q: 3 clusters Score -1.629248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -16292491.000000 Penalty: 13734.959961
	Iteration 58Q: 3 clusters Score -1.629249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -16292516.000000 Penalty: 13734.959961
	Iteration 59Q: 3 clusters Score -1.629252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67681 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -16292507.000000 Penalty: 13734.959961
	Iteration 60F: 3 clusters Score -1.629251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -16292514.000000 Penalty: 13734.959961
	Iteration 61Q: 3 clusters Score -1.629251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -16292508.000000 Penalty: 13734.959961
	Iteration 62Q: 3 clusters Score -1.629251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -16292526.000000 Penalty: 13734.959961
	Iteration 63Q: 3 clusters Score -1.629253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -16292517.000000 Penalty: 13734.959961
	Iteration 64Q: 3 clusters Score -1.629252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -16292517.000000 Penalty: 13734.959961
	Iteration 65Q: 3 clusters Score -1.629252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -16292515.000000 Penalty: 13734.959961
	Iteration 66Q: 3 clusters Score -1.629252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -16292517.000000 Penalty: 13734.959961
	Iteration 67Q: 3 clusters Score -1.629252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -16292519.000000 Penalty: 13734.959961
	Iteration 68Q: 3 clusters Score -1.629252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -16292526.000000 Penalty: 13734.959961
	Iteration 69Q: 3 clusters Score -1.629253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -16292511.000000 Penalty: 13734.959961
	Iteration 70Q: 3 clusters Score -1.629251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -16292515.000000 Penalty: 13734.959961
	Iteration 71Q: 3 clusters Score -1.629252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -16292517.000000 Penalty: 13734.959961
	Iteration 72Q: 3 clusters Score -1.629252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -16292512.000000 Penalty: 13734.959961
	Iteration 73Q: 3 clusters Score -1.629251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -16292516.000000 Penalty: 13734.959961
	Iteration 74Q: 3 clusters Score -1.629252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -16292516.000000 Penalty: 13734.959961
	Iteration 75Q: 3 clusters Score -1.629252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -16292507.000000 Penalty: 13734.959961
	Iteration 76Q: 3 clusters Score -1.629251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -16292496.000000 Penalty: 13734.959961
	Iteration 77Q: 3 clusters Score -1.62925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -16292492.000000 Penalty: 13734.959961
	Iteration 78Q: 3 clusters Score -1.629249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -16292482.000000 Penalty: 13734.959961
	Iteration 79Q: 3 clusters Score -1.629248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -16292503.000000 Penalty: 13734.959961
	Iteration 80F: 3 clusters Score -1.62925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -16292498.000000 Penalty: 13734.959961
	Iteration 81Q: 3 clusters Score -1.62925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -16292495.000000 Penalty: 13734.959961
	Iteration 82Q: 3 clusters Score -1.62925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -16292490.000000 Penalty: 13734.959961
	Iteration 83Q: 3 clusters Score -1.629249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -16292490.000000 Penalty: 13734.959961
	Iteration 84Q: 3 clusters Score -1.629249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -16292497.000000 Penalty: 13734.959961
	Iteration 85Q: 3 clusters Score -1.62925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -16292509.000000 Penalty: 13734.959961
	Iteration 86Q: 3 clusters Score -1.629251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -16292523.000000 Penalty: 13734.959961
	Iteration 87Q: 3 clusters Score -1.629252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -16292491.000000 Penalty: 13734.959961
	Iteration 88Q: 3 clusters Score -1.629249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -16292490.000000 Penalty: 13734.959961
	Iteration 89Q: 3 clusters Score -1.629249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -16292494.000000 Penalty: 13734.959961
	Iteration 90Q: 3 clusters Score -1.629249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -16292508.000000 Penalty: 13734.959961
	Iteration 91Q: 3 clusters Score -1.629251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -16292510.000000 Penalty: 13734.959961
	Iteration 92Q: 3 clusters Score -1.629251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -16292512.000000 Penalty: 13734.959961
	Iteration 93Q: 3 clusters Score -1.629251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -16292494.000000 Penalty: 13734.959961
	Iteration 94Q: 3 clusters Score -1.629249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -16292486.000000 Penalty: 13734.959961
	Iteration 95Q: 3 clusters Score -1.629249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -16292481.000000 Penalty: 13734.959961
	Iteration 96Q: 3 clusters Score -1.629248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -16292481.000000 Penalty: 13734.959961
	Iteration 97Q: 3 clusters Score -1.629248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -16292495.000000 Penalty: 13734.959961
	Iteration 98Q: 3 clusters Score -1.62925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -16292471.000000 Penalty: 13734.959961
	Iteration 99Q: 3 clusters Score -1.629247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -16292483.000000 Penalty: 13734.959961
	Iteration 100F: 3 clusters Score -1.629248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -16292471.000000 Penalty: 13734.959961
	Iteration 101Q: 3 clusters Score -1.629247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -16292507.000000 Penalty: 13734.959961
	Iteration 102Q: 3 clusters Score -1.629251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -16292504.000000 Penalty: 13734.959961
	Iteration 103Q: 3 clusters Score -1.62925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -16292500.000000 Penalty: 13734.959961
	Iteration 104Q: 3 clusters Score -1.62925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -16292500.000000 Penalty: 13734.959961
	Iteration 105F: 3 clusters Score -1.62925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Entering Unmasked Estep 
Score: -12650230.000000 Penalty: 6720.203613
	Iteration 0F: 2 clusters Score -1.265023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -12609172.000000 Penalty: 13440.407227
	Iteration 0F: 3 clusters Score -1.260917e+07 nChanged 25885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -12623388.000000 Penalty: 13440.407227
	Iteration 1F: 3 clusters Score -1.262339e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -12624838.000000 Penalty: 13440.407227
	Iteration 2F: 3 clusters Score -1.262484e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -12626601.000000 Penalty: 13440.407227
	Iteration 3F: 3 clusters Score -1.26266e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -12628925.000000 Penalty: 13440.407227
	Iteration 4F: 3 clusters Score -1.262892e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -12631427.000000 Penalty: 13440.407227
	Iteration 5F: 3 clusters Score -1.263143e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -12634044.000000 Penalty: 13440.407227
	Iteration 6F: 3 clusters Score -1.263404e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -12636326.000000 Penalty: 13440.407227
	Iteration 7F: 3 clusters Score -1.263633e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -12638285.000000 Penalty: 13440.407227
	Iteration 8F: 3 clusters Score -1.263828e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -12640158.000000 Penalty: 13440.407227
	Iteration 9Q: 3 clusters Score -1.264016e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -12641496.000000 Penalty: 13440.407227
	Iteration 10Q: 3 clusters Score -1.26415e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -12642380.000000 Penalty: 13440.407227
	Iteration 11Q: 3 clusters Score -1.264238e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -12642980.000000 Penalty: 13440.407227
	Iteration 12Q: 3 clusters Score -1.264298e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -12643489.000000 Penalty: 13440.407227
	Iteration 13Q: 3 clusters Score -1.264349e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -12643911.000000 Penalty: 13440.407227
	Iteration 14Q: 3 clusters Score -1.264391e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -12644103.000000 Penalty: 13440.407227
	Iteration 15Q: 3 clusters Score -1.26441e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -12644426.000000 Penalty: 13440.407227
	Iteration 16Q: 3 clusters Score -1.264443e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -12644624.000000 Penalty: 13440.407227
	Iteration 17Q: 3 clusters Score -1.264462e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -12644762.000000 Penalty: 13440.407227
	Iteration 18Q: 3 clusters Score -1.264476e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -12644899.000000 Penalty: 13440.407227
	Iteration 19Q: 3 clusters Score -1.26449e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -12645089.000000 Penalty: 13440.407227
	Iteration 20F: 3 clusters Score -1.264509e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -12645356.000000 Penalty: 13440.407227
	Iteration 21Q: 3 clusters Score -1.264536e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -12645516.000000 Penalty: 13440.407227
	Iteration 22Q: 3 clusters Score -1.264552e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -12645812.000000 Penalty: 13440.407227
	Iteration 23Q: 3 clusters Score -1.264581e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -12646064.000000 Penalty: 13440.407227
	Iteration 24Q: 3 clusters Score -1.264606e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -12646275.000000 Penalty: 13440.407227
	Iteration 25Q: 3 clusters Score -1.264628e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -12646444.000000 Penalty: 13440.407227
	Iteration 26Q: 3 clusters Score -1.264644e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -12646612.000000 Penalty: 13440.407227
	Iteration 27Q: 3 clusters Score -1.264661e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -12646733.000000 Penalty: 13440.407227
	Iteration 28Q: 3 clusters Score -1.264673e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -12646896.000000 Penalty: 13440.407227
	Iteration 29Q: 3 clusters Score -1.26469e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -12647108.000000 Penalty: 13440.407227
	Iteration 30Q: 3 clusters Score -1.264711e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -12647248.000000 Penalty: 13440.407227
	Iteration 31Q: 3 clusters Score -1.264725e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -12647346.000000 Penalty: 13440.407227
	Iteration 32Q: 3 clusters Score -1.264735e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -12647451.000000 Penalty: 13440.407227
	Iteration 33Q: 3 clusters Score -1.264745e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -12647550.000000 Penalty: 13440.407227
	Iteration 34Q: 3 clusters Score -1.264755e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -12647582.000000 Penalty: 13440.407227
	Iteration 35Q: 3 clusters Score -1.264758e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -12647646.000000 Penalty: 13440.407227
	Iteration 36Q: 3 clusters Score -1.264765e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -12647733.000000 Penalty: 13440.407227
	Iteration 37Q: 3 clusters Score -1.264773e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -12647786.000000 Penalty: 13440.407227
	Iteration 38Q: 3 clusters Score -1.264779e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -12647811.000000 Penalty: 13440.407227
	Iteration 39Q: 3 clusters Score -1.264781e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -12647832.000000 Penalty: 13440.407227
	Iteration 40F: 3 clusters Score -1.264783e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -12647838.000000 Penalty: 13440.407227
	Iteration 41Q: 3 clusters Score -1.264784e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -12647835.000000 Penalty: 13440.407227
	Iteration 42Q: 3 clusters Score -1.264784e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -12647849.000000 Penalty: 13440.407227
	Iteration 43Q: 3 clusters Score -1.264785e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -12647926.000000 Penalty: 13440.407227
	Iteration 44Q: 3 clusters Score -1.264793e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -12647926.000000 Penalty: 13440.407227
	Iteration 45Q: 3 clusters Score -1.264793e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -12647950.000000 Penalty: 13440.407227
	Iteration 46Q: 3 clusters Score -1.264795e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -12647998.000000 Penalty: 13440.407227
	Iteration 47Q: 3 clusters Score -1.2648e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -12647990.000000 Penalty: 13440.407227
	Iteration 48Q: 3 clusters Score -1.264799e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -12648001.000000 Penalty: 13440.407227
	Iteration 49Q: 3 clusters Score -1.2648e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -12648040.000000 Penalty: 13440.407227
	Iteration 50Q: 3 clusters Score -1.264804e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -12648038.000000 Penalty: 13440.407227
	Iteration 51Q: 3 clusters Score -1.264804e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -12648089.000000 Penalty: 13440.407227
	Iteration 52Q: 3 clusters Score -1.264809e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -12648092.000000 Penalty: 13440.407227
	Iteration 53Q: 3 clusters Score -1.264809e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -12648068.000000 Penalty: 13440.407227
	Iteration 54Q: 3 clusters Score -1.264807e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -12648107.000000 Penalty: 13440.407227
	Iteration 55Q: 3 clusters Score -1.264811e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -12648136.000000 Penalty: 13440.407227
	Iteration 56Q: 3 clusters Score -1.264814e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -12648145.000000 Penalty: 13440.407227
	Iteration 57Q: 3 clusters Score -1.264814e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -12648167.000000 Penalty: 13440.407227
	Iteration 58Q: 3 clusters Score -1.264817e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -12648157.000000 Penalty: 13440.407227
	Iteration 59Q: 3 clusters Score -1.264816e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -12648145.000000 Penalty: 13440.407227
	Iteration 60F: 3 clusters Score -1.264814e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -12648179.000000 Penalty: 13440.407227
	Iteration 61Q: 3 clusters Score -1.264818e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -12648174.000000 Penalty: 13440.407227
	Iteration 62Q: 3 clusters Score -1.264817e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -12648182.000000 Penalty: 13440.407227
	Iteration 63Q: 3 clusters Score -1.264818e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -12648178.000000 Penalty: 13440.407227
	Iteration 64Q: 3 clusters Score -1.264818e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -12648195.000000 Penalty: 13440.407227
	Iteration 65Q: 3 clusters Score -1.26482e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -12648196.000000 Penalty: 13440.407227
	Iteration 66Q: 3 clusters Score -1.26482e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -12648199.000000 Penalty: 13440.407227
	Iteration 67Q: 3 clusters Score -1.26482e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -12648239.000000 Penalty: 13440.407227
	Iteration 68Q: 3 clusters Score -1.264824e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -12648258.000000 Penalty: 13440.407227
	Iteration 69Q: 3 clusters Score -1.264826e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -12648234.000000 Penalty: 13440.407227
	Iteration 70Q: 3 clusters Score -1.264823e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -12648208.000000 Penalty: 13440.407227
	Iteration 71Q: 3 clusters Score -1.264821e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -12648254.000000 Penalty: 13440.407227
	Iteration 72Q: 3 clusters Score -1.264825e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -12648246.000000 Penalty: 13440.407227
	Iteration 73Q: 3 clusters Score -1.264825e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -12648249.000000 Penalty: 13440.407227
	Iteration 74Q: 3 clusters Score -1.264825e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -12648258.000000 Penalty: 13440.407227
	Iteration 75Q: 3 clusters Score -1.264826e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -12648267.000000 Penalty: 13440.407227
	Iteration 76Q: 3 clusters Score -1.264827e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -12648243.000000 Penalty: 13440.407227
	Iteration 77Q: 3 clusters Score -1.264824e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -12648245.000000 Penalty: 13440.407227
	Iteration 78Q: 3 clusters Score -1.264824e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -12648239.000000 Penalty: 13440.407227
	Iteration 79Q: 3 clusters Score -1.264824e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -12648237.000000 Penalty: 13440.407227
	Iteration 80F: 3 clusters Score -1.264824e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -12648228.000000 Penalty: 13440.407227
	Iteration 81Q: 3 clusters Score -1.264823e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -12648262.000000 Penalty: 13440.407227
	Iteration 82Q: 3 clusters Score -1.264826e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -12648236.000000 Penalty: 13440.407227
	Iteration 83Q: 3 clusters Score -1.264824e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -12648249.000000 Penalty: 13440.407227
	Iteration 84Q: 3 clusters Score -1.264825e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -12648247.000000 Penalty: 13440.407227
	Iteration 85Q: 3 clusters Score -1.264825e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -12648242.000000 Penalty: 13440.407227
	Iteration 86Q: 3 clusters Score -1.264824e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -12648280.000000 Penalty: 13440.407227
	Iteration 87Q: 3 clusters Score -1.264828e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -12648283.000000 Penalty: 13440.407227
	Iteration 88Q: 3 clusters Score -1.264828e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -12648299.000000 Penalty: 13440.407227
	Iteration 89Q: 3 clusters Score -1.26483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -12648303.000000 Penalty: 13440.407227
	Iteration 90Q: 3 clusters Score -1.26483e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -12648281.000000 Penalty: 13440.407227
	Iteration 91Q: 3 clusters Score -1.264828e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -12648292.000000 Penalty: 13440.407227
	Iteration 92Q: 3 clusters Score -1.264829e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -12648276.000000 Penalty: 13440.407227
	Iteration 93Q: 3 clusters Score -1.264828e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -12648315.000000 Penalty: 13440.407227
	Iteration 94Q: 3 clusters Score -1.264832e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -12648330.000000 Penalty: 13440.407227
	Iteration 95Q: 3 clusters Score -1.264833e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -12648315.000000 Penalty: 13440.407227
	Iteration 96Q: 3 clusters Score -1.264832e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -12648325.000000 Penalty: 13440.407227
	Iteration 97Q: 3 clusters Score -1.264832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -12648320.000000 Penalty: 13440.407227
	Iteration 98Q: 3 clusters Score -1.264832e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -12648338.000000 Penalty: 13440.407227
	Iteration 99Q: 3 clusters Score -1.264834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -12648345.000000 Penalty: 13440.407227
	Iteration 100F: 3 clusters Score -1.264834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -12648363.000000 Penalty: 13440.407227
	Iteration 101Q: 3 clusters Score -1.264836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -12648353.000000 Penalty: 13440.407227
	Iteration 102Q: 3 clusters Score -1.264835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -12648360.000000 Penalty: 13440.407227
	Iteration 103Q: 3 clusters Score -1.264836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -12648358.000000 Penalty: 13440.407227
	Iteration 104Q: 3 clusters Score -1.264836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -12648370.000000 Penalty: 13440.407227
	Iteration 105Q: 3 clusters Score -1.264837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -12648353.000000 Penalty: 13440.407227
	Iteration 106Q: 3 clusters Score -1.264835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -12648366.000000 Penalty: 13440.407227
	Iteration 107Q: 3 clusters Score -1.264837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -12648374.000000 Penalty: 13440.407227
	Iteration 108Q: 3 clusters Score -1.264837e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -12648373.000000 Penalty: 13440.407227
	Iteration 109Q: 3 clusters Score -1.264837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -12648368.000000 Penalty: 13440.407227
	Iteration 110Q: 3 clusters Score -1.264837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -12648370.000000 Penalty: 13440.407227
	Iteration 111Q: 3 clusters Score -1.264837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -12648371.000000 Penalty: 13440.407227
	Iteration 112Q: 3 clusters Score -1.264837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -12648376.000000 Penalty: 13440.407227
	Iteration 113Q: 3 clusters Score -1.264838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -12648374.000000 Penalty: 13440.407227
	Iteration 114Q: 3 clusters Score -1.264837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -12648374.000000 Penalty: 13440.407227
	Iteration 115Q: 3 clusters Score -1.264837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -12648380.000000 Penalty: 13440.407227
	Iteration 116Q: 3 clusters Score -1.264838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -12648375.000000 Penalty: 13440.407227
	Iteration 117Q: 3 clusters Score -1.264838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -12648368.000000 Penalty: 13440.407227
	Iteration 118Q: 3 clusters Score -1.264837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -12648376.000000 Penalty: 13440.407227
	Iteration 119Q: 3 clusters Score -1.264838e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -12648378.000000 Penalty: 13440.407227
	Iteration 120F: 3 clusters Score -1.264838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -12648370.000000 Penalty: 13440.407227
	Iteration 121Q: 3 clusters Score -1.264837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -12648375.000000 Penalty: 13440.407227
	Iteration 122Q: 3 clusters Score -1.264838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -12648375.000000 Penalty: 13440.407227
	Iteration 123Q: 3 clusters Score -1.264838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -12648365.000000 Penalty: 13440.407227
	Iteration 124Q: 3 clusters Score -1.264836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -12648392.000000 Penalty: 13440.407227
	Iteration 125Q: 3 clusters Score -1.264839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -12648391.000000 Penalty: 13440.407227
	Iteration 126Q: 3 clusters Score -1.264839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -12648405.000000 Penalty: 13440.407227
	Iteration 127Q: 3 clusters Score -1.26484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -12648403.000000 Penalty: 13440.407227
	Iteration 128Q: 3 clusters Score -1.26484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -12648389.000000 Penalty: 13440.407227
	Iteration 129Q: 3 clusters Score -1.264839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -12648410.000000 Penalty: 13440.407227
	Iteration 130Q: 3 clusters Score -1.264841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -12648414.000000 Penalty: 13440.407227
	Iteration 131Q: 3 clusters Score -1.264841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -12648401.000000 Penalty: 13440.407227
	Iteration 132Q: 3 clusters Score -1.26484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -12648402.000000 Penalty: 13440.407227
	Iteration 133Q: 3 clusters Score -1.26484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -12648394.000000 Penalty: 13440.407227
	Iteration 134Q: 3 clusters Score -1.264839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -12648369.000000 Penalty: 13440.407227
	Iteration 135Q: 3 clusters Score -1.264837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -12648385.000000 Penalty: 13440.407227
	Iteration 136Q: 3 clusters Score -1.264838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -12648386.000000 Penalty: 13440.407227
	Iteration 137Q: 3 clusters Score -1.264839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -12648387.000000 Penalty: 13440.407227
	Iteration 138Q: 3 clusters Score -1.264839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -12648397.000000 Penalty: 13440.407227
	Iteration 139Q: 3 clusters Score -1.26484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -12648407.000000 Penalty: 13440.407227
	Iteration 140F: 3 clusters Score -1.264841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -12648400.000000 Penalty: 13440.407227
	Iteration 141Q: 3 clusters Score -1.26484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -12648418.000000 Penalty: 13440.407227
	Iteration 142Q: 3 clusters Score -1.264842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -12648414.000000 Penalty: 13440.407227
	Iteration 143Q: 3 clusters Score -1.264841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -12648419.000000 Penalty: 13440.407227
	Iteration 144Q: 3 clusters Score -1.264842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -12648423.000000 Penalty: 13440.407227
	Iteration 145Q: 3 clusters Score -1.264842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -12648403.000000 Penalty: 13440.407227
	Iteration 146Q: 3 clusters Score -1.26484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -12648419.000000 Penalty: 13440.407227
	Iteration 147Q: 3 clusters Score -1.264842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -12648415.000000 Penalty: 13440.407227
	Iteration 148Q: 3 clusters Score -1.264842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -12648407.000000 Penalty: 13440.407227
	Iteration 149Q: 3 clusters Score -1.264841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -12648396.000000 Penalty: 13440.407227
	Iteration 150Q: 3 clusters Score -1.26484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -12648407.000000 Penalty: 13440.407227
	Iteration 151Q: 3 clusters Score -1.264841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -12648412.000000 Penalty: 13440.407227
	Iteration 152Q: 3 clusters Score -1.264841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -12648430.000000 Penalty: 13440.407227
	Iteration 153Q: 3 clusters Score -1.264843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -12648420.000000 Penalty: 13440.407227
	Iteration 154Q: 3 clusters Score -1.264842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -12648418.000000 Penalty: 13440.407227
	Iteration 155Q: 3 clusters Score -1.264842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -12648424.000000 Penalty: 13440.407227
	Iteration 156Q: 3 clusters Score -1.264842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -12648425.000000 Penalty: 13440.407227
	Iteration 157Q: 3 clusters Score -1.264842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -12648427.000000 Penalty: 13440.407227
	Iteration 158Q: 3 clusters Score -1.264843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -12648437.000000 Penalty: 13440.407227
	Iteration 159Q: 3 clusters Score -1.264844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -12648432.000000 Penalty: 13440.407227
	Iteration 160F: 3 clusters Score -1.264843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -12648435.000000 Penalty: 13440.407227
	Iteration 161Q: 3 clusters Score -1.264844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -12648435.000000 Penalty: 13440.407227
	Iteration 162F: 3 clusters Score -1.264844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Entering Unmasked Estep 
Score: -4677956.500000 Penalty: 6095.916016
	Iteration 0F: 2 clusters Score -4677956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -4660831.000000 Penalty: 12191.832031
	Iteration 0F: 3 clusters Score -4660831 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -4665540.000000 Penalty: 12191.832031
	Iteration 1F: 3 clusters Score -4665540 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -4666275.000000 Penalty: 12191.832031
	Iteration 2F: 3 clusters Score -4666275 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4666783.000000 Penalty: 12191.832031
	Iteration 3F: 3 clusters Score -4666783 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -4667266.500000 Penalty: 12191.832031
	Iteration 4Q: 3 clusters Score -4667266 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4667788.500000 Penalty: 12191.832031
	Iteration 5Q: 3 clusters Score -4667788 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -4668368.000000 Penalty: 12191.832031
	Iteration 6Q: 3 clusters Score -4668368 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -4669147.000000 Penalty: 12191.832031
	Iteration 7Q: 3 clusters Score -4669147 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -4670002.000000 Penalty: 12191.832031
	Iteration 8F: 3 clusters Score -4670002 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -4670917.500000 Penalty: 12191.832031
	Iteration 9F: 3 clusters Score -4670918 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4671779.500000 Penalty: 12191.832031
	Iteration 10F: 3 clusters Score -4671780 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4672502.000000 Penalty: 12191.832031
	Iteration 11Q: 3 clusters Score -4672502 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -4673001.500000 Penalty: 12191.832031
	Iteration 12Q: 3 clusters Score -4673002 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -4673334.500000 Penalty: 12191.832031
	Iteration 13Q: 3 clusters Score -4673334 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4673549.000000 Penalty: 12191.832031
	Iteration 14Q: 3 clusters Score -4673549 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -4673787.000000 Penalty: 12191.832031
	Iteration 15Q: 3 clusters Score -4673787 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4674000.000000 Penalty: 12191.832031
	Iteration 16Q: 3 clusters Score -4674000 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4674175.500000 Penalty: 12191.832031
	Iteration 17Q: 3 clusters Score -4674176 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -4674330.500000 Penalty: 12191.832031
	Iteration 18Q: 3 clusters Score -4674330 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -4674435.500000 Penalty: 12191.832031
	Iteration 19Q: 3 clusters Score -4674436 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4674554.500000 Penalty: 12191.832031
	Iteration 20F: 3 clusters Score -4674554 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -4674673.000000 Penalty: 12191.832031
	Iteration 21Q: 3 clusters Score -4674673 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4674774.000000 Penalty: 12191.832031
	Iteration 22Q: 3 clusters Score -4674774 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -4674875.500000 Penalty: 12191.832031
	Iteration 23Q: 3 clusters Score -4674876 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -4674981.500000 Penalty: 12191.832031
	Iteration 24Q: 3 clusters Score -4674982 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -4675020.500000 Penalty: 12191.832031
	Iteration 25Q: 3 clusters Score -4675020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -4675064.500000 Penalty: 12191.832031
	Iteration 26Q: 3 clusters Score -4675064 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -4675120.000000 Penalty: 12191.832031
	Iteration 27Q: 3 clusters Score -4675120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -4675153.500000 Penalty: 12191.832031
	Iteration 28Q: 3 clusters Score -4675154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -4675186.000000 Penalty: 12191.832031
	Iteration 29Q: 3 clusters Score -4675186 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -4675209.000000 Penalty: 12191.832031
	Iteration 30Q: 3 clusters Score -4675209 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -4675238.500000 Penalty: 12191.832031
	Iteration 31Q: 3 clusters Score -4675238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -4675263.500000 Penalty: 12191.832031
	Iteration 32Q: 3 clusters Score -4675264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -4675277.500000 Penalty: 12191.832031
	Iteration 33Q: 3 clusters Score -4675278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4675277.000000 Penalty: 12191.832031
	Iteration 34Q: 3 clusters Score -4675277 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4675311.500000 Penalty: 12191.832031
	Iteration 35Q: 3 clusters Score -4675312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -4675321.500000 Penalty: 12191.832031
	Iteration 36Q: 3 clusters Score -4675322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4675331.000000 Penalty: 12191.832031
	Iteration 37Q: 3 clusters Score -4675331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4675330.000000 Penalty: 12191.832031
	Iteration 38Q: 3 clusters Score -4675330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -4675350.000000 Penalty: 12191.832031
	Iteration 39Q: 3 clusters Score -4675350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -4675364.500000 Penalty: 12191.832031
	Iteration 40F: 3 clusters Score -4675364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4675364.000000 Penalty: 12191.832031
	Iteration 41Q: 3 clusters Score -4675364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -4675380.000000 Penalty: 12191.832031
	Iteration 42Q: 3 clusters Score -4675380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -4675394.000000 Penalty: 12191.832031
	Iteration 43Q: 3 clusters Score -4675394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -4675392.000000 Penalty: 12191.832031
	Iteration 44Q: 3 clusters Score -4675392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4675401.500000 Penalty: 12191.832031
	Iteration 45Q: 3 clusters Score -4675402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -4675407.000000 Penalty: 12191.832031
	Iteration 46Q: 3 clusters Score -4675407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -4675417.500000 Penalty: 12191.832031
	Iteration 47Q: 3 clusters Score -4675418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -4675419.500000 Penalty: 12191.832031
	Iteration 48Q: 3 clusters Score -4675420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -4675424.000000 Penalty: 12191.832031
	Iteration 49Q: 3 clusters Score -4675424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -4675418.500000 Penalty: 12191.832031
	Iteration 50Q: 3 clusters Score -4675418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -4675421.500000 Penalty: 12191.832031
	Iteration 51Q: 3 clusters Score -4675422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -4675424.500000 Penalty: 12191.832031
	Iteration 52Q: 3 clusters Score -4675424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -4675420.000000 Penalty: 12191.832031
	Iteration 53Q: 3 clusters Score -4675420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -4675416.500000 Penalty: 12191.832031
	Iteration 54Q: 3 clusters Score -4675416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -4675416.500000 Penalty: 12191.832031
	Iteration 55F: 3 clusters Score -4675416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Entering Unmasked Estep 
Score: -17820062.000000 Penalty: 6900.206543
	Iteration 0F: 2 clusters Score -1.782006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -17766184.000000 Penalty: 13800.413086
	Iteration 0F: 3 clusters Score -1.776618e+07 nChanged 35077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -17785290.000000 Penalty: 13800.413086
	Iteration 1F: 3 clusters Score -1.778529e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -17786384.000000 Penalty: 13800.413086
	Iteration 2Q: 3 clusters Score -1.778638e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -17787290.000000 Penalty: 13800.413086
	Iteration 3Q: 3 clusters Score -1.778729e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -17788482.000000 Penalty: 13800.413086
	Iteration 4Q: 3 clusters Score -1.778848e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -17789956.000000 Penalty: 13800.413086
	Iteration 5Q: 3 clusters Score -1.778996e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -17792112.000000 Penalty: 13800.413086
	Iteration 6F: 3 clusters Score -1.779211e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -17795090.000000 Penalty: 13800.413086
	Iteration 7F: 3 clusters Score -1.779509e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -17798518.000000 Penalty: 13800.413086
	Iteration 8F: 3 clusters Score -1.779852e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -17801924.000000 Penalty: 13800.413086
	Iteration 9F: 3 clusters Score -1.780192e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -17805044.000000 Penalty: 13800.413086
	Iteration 10F: 3 clusters Score -1.780504e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -17807562.000000 Penalty: 13800.413086
	Iteration 11Q: 3 clusters Score -1.780756e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 70849 members 
Entering Unmasked Estep 
Score: -17809438.000000 Penalty: 13800.413086
	Iteration 12Q: 3 clusters Score -1.780944e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -17811036.000000 Penalty: 13800.413086
	Iteration 13Q: 3 clusters Score -1.781104e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -17812114.000000 Penalty: 13800.413086
	Iteration 14Q: 3 clusters Score -1.781211e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -17812884.000000 Penalty: 13800.413086
	Iteration 15Q: 3 clusters Score -1.781288e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -17813282.000000 Penalty: 13800.413086
	Iteration 16Q: 3 clusters Score -1.781328e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -17813456.000000 Penalty: 13800.413086
	Iteration 17Q: 3 clusters Score -1.781346e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -17813642.000000 Penalty: 13800.413086
	Iteration 18Q: 3 clusters Score -1.781364e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -17813710.000000 Penalty: 13800.413086
	Iteration 19Q: 3 clusters Score -1.781371e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -17813804.000000 Penalty: 13800.413086
	Iteration 20F: 3 clusters Score -1.78138e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -17813870.000000 Penalty: 13800.413086
	Iteration 21Q: 3 clusters Score -1.781387e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 76709 members 
Entering Unmasked Estep 
Score: -17813912.000000 Penalty: 13800.413086
	Iteration 22Q: 3 clusters Score -1.781391e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 76749 members 
Entering Unmasked Estep 
Score: -17813952.000000 Penalty: 13800.413086
	Iteration 23Q: 3 clusters Score -1.781395e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -17813972.000000 Penalty: 13800.413086
	Iteration 24Q: 3 clusters Score -1.781397e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -17813984.000000 Penalty: 13800.413086
	Iteration 25Q: 3 clusters Score -1.781398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -17814014.000000 Penalty: 13800.413086
	Iteration 26Q: 3 clusters Score -1.781401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -17814030.000000 Penalty: 13800.413086
	Iteration 27Q: 3 clusters Score -1.781403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -17814026.000000 Penalty: 13800.413086
	Iteration 28Q: 3 clusters Score -1.781403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -17814026.000000 Penalty: 13800.413086
	Iteration 29Q: 3 clusters Score -1.781403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -17814020.000000 Penalty: 13800.413086
	Iteration 30Q: 3 clusters Score -1.781402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 76888 members 
Entering Unmasked Estep 
Score: -17814016.000000 Penalty: 13800.413086
	Iteration 31Q: 3 clusters Score -1.781402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -17814052.000000 Penalty: 13800.413086
	Iteration 32Q: 3 clusters Score -1.781405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
Score: -17814036.000000 Penalty: 13800.413086
	Iteration 33Q: 3 clusters Score -1.781404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -17814052.000000 Penalty: 13800.413086
	Iteration 34Q: 3 clusters Score -1.781405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -17814046.000000 Penalty: 13800.413086
	Iteration 35Q: 3 clusters Score -1.781405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -17814060.000000 Penalty: 13800.413086
	Iteration 36Q: 3 clusters Score -1.781406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -17814068.000000 Penalty: 13800.413086
	Iteration 37Q: 3 clusters Score -1.781407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 76934 members 
Entering Unmasked Estep 
Score: -17814072.000000 Penalty: 13800.413086
	Iteration 38Q: 3 clusters Score -1.781407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -17814074.000000 Penalty: 13800.413086
	Iteration 39Q: 3 clusters Score -1.781407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -17814072.000000 Penalty: 13800.413086
	Iteration 40F: 3 clusters Score -1.781407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -17814084.000000 Penalty: 13800.413086
	Iteration 41Q: 3 clusters Score -1.781408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -17814084.000000 Penalty: 13800.413086
	Iteration 42F: 3 clusters Score -1.781408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Entering Unmasked Estep 
Score: -9572142.000000 Penalty: 6516.005371
	Iteration 0F: 2 clusters Score -9572142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -9541913.000000 Penalty: 13032.010742
	Iteration 0F: 3 clusters Score -9541913 nChanged 18041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -9551428.000000 Penalty: 13032.010742
	Iteration 1F: 3 clusters Score -9551428 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -9552185.000000 Penalty: 13032.010742
	Iteration 2F: 3 clusters Score -9552185 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -9552771.000000 Penalty: 13032.010742
	Iteration 3Q: 3 clusters Score -9552771 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -9553193.000000 Penalty: 13032.010742
	Iteration 4Q: 3 clusters Score -9553193 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -9553524.000000 Penalty: 13032.010742
	Iteration 5Q: 3 clusters Score -9553524 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -9553802.000000 Penalty: 13032.010742
	Iteration 6Q: 3 clusters Score -9553802 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -9554036.000000 Penalty: 13032.010742
	Iteration 7Q: 3 clusters Score -9554036 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -9554274.000000 Penalty: 13032.010742
	Iteration 8Q: 3 clusters Score -9554274 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -9554502.000000 Penalty: 13032.010742
	Iteration 9Q: 3 clusters Score -9554502 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -9554668.000000 Penalty: 13032.010742
	Iteration 10Q: 3 clusters Score -9554668 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -9554855.000000 Penalty: 13032.010742
	Iteration 11Q: 3 clusters Score -9554855 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -9555123.000000 Penalty: 13032.010742
	Iteration 12Q: 3 clusters Score -9555123 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -9555430.000000 Penalty: 13032.010742
	Iteration 13Q: 3 clusters Score -9555430 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -9555729.000000 Penalty: 13032.010742
	Iteration 14Q: 3 clusters Score -9555729 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -9556098.000000 Penalty: 13032.010742
	Iteration 15Q: 3 clusters Score -9556098 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -9556654.000000 Penalty: 13032.010742
	Iteration 16Q: 3 clusters Score -9556654 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -9557337.000000 Penalty: 13032.010742
	Iteration 17Q: 3 clusters Score -9557337 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -9558242.000000 Penalty: 13032.010742
	Iteration 18Q: 3 clusters Score -9558242 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -9559289.000000 Penalty: 13032.010742
	Iteration 19Q: 3 clusters Score -9559289 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -9560465.000000 Penalty: 13032.010742
	Iteration 20F: 3 clusters Score -9560465 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -9561727.000000 Penalty: 13032.010742
	Iteration 21Q: 3 clusters Score -9561727 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -9562864.000000 Penalty: 13032.010742
	Iteration 22Q: 3 clusters Score -9562864 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -9563737.000000 Penalty: 13032.010742
	Iteration 23Q: 3 clusters Score -9563737 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -9564287.000000 Penalty: 13032.010742
	Iteration 24Q: 3 clusters Score -9564287 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -9564612.000000 Penalty: 13032.010742
	Iteration 25Q: 3 clusters Score -9564612 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -9564860.000000 Penalty: 13032.010742
	Iteration 26Q: 3 clusters Score -9564860 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -9564957.000000 Penalty: 13032.010742
	Iteration 27Q: 3 clusters Score -9564957 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -9565020.000000 Penalty: 13032.010742
	Iteration 28Q: 3 clusters Score -9565020 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -9565119.000000 Penalty: 13032.010742
	Iteration 29Q: 3 clusters Score -9565119 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -9565214.000000 Penalty: 13032.010742
	Iteration 30Q: 3 clusters Score -9565214 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -9565295.000000 Penalty: 13032.010742
	Iteration 31Q: 3 clusters Score -9565295 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -9565320.000000 Penalty: 13032.010742
	Iteration 32Q: 3 clusters Score -9565320 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -9565403.000000 Penalty: 13032.010742
	Iteration 33Q: 3 clusters Score -9565403 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -9565412.000000 Penalty: 13032.010742
	Iteration 34Q: 3 clusters Score -9565412 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -9565437.000000 Penalty: 13032.010742
	Iteration 35Q: 3 clusters Score -9565437 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -9565457.000000 Penalty: 13032.010742
	Iteration 36Q: 3 clusters Score -9565457 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -9565500.000000 Penalty: 13032.010742
	Iteration 37Q: 3 clusters Score -9565500 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -9565510.000000 Penalty: 13032.010742
	Iteration 38Q: 3 clusters Score -9565510 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -9565527.000000 Penalty: 13032.010742
	Iteration 39Q: 3 clusters Score -9565527 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -9565571.000000 Penalty: 13032.010742
	Iteration 40F: 3 clusters Score -9565571 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -9565582.000000 Penalty: 13032.010742
	Iteration 41Q: 3 clusters Score -9565582 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -9565599.000000 Penalty: 13032.010742
	Iteration 42Q: 3 clusters Score -9565599 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -9565629.000000 Penalty: 13032.010742
	Iteration 43Q: 3 clusters Score -9565629 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -9565667.000000 Penalty: 13032.010742
	Iteration 44Q: 3 clusters Score -9565667 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -9565688.000000 Penalty: 13032.010742
	Iteration 45Q: 3 clusters Score -9565688 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -9565738.000000 Penalty: 13032.010742
	Iteration 46Q: 3 clusters Score -9565738 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -9565789.000000 Penalty: 13032.010742
	Iteration 47Q: 3 clusters Score -9565789 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -9565809.000000 Penalty: 13032.010742
	Iteration 48Q: 3 clusters Score -9565809 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -9565821.000000 Penalty: 13032.010742
	Iteration 49Q: 3 clusters Score -9565821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -9565820.000000 Penalty: 13032.010742
	Iteration 50Q: 3 clusters Score -9565820 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -9565825.000000 Penalty: 13032.010742
	Iteration 51Q: 3 clusters Score -9565825 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -9565870.000000 Penalty: 13032.010742
	Iteration 52Q: 3 clusters Score -9565870 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -9565877.000000 Penalty: 13032.010742
	Iteration 53Q: 3 clusters Score -9565877 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -9565907.000000 Penalty: 13032.010742
	Iteration 54Q: 3 clusters Score -9565907 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -9565941.000000 Penalty: 13032.010742
	Iteration 55Q: 3 clusters Score -9565941 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -9565955.000000 Penalty: 13032.010742
	Iteration 56Q: 3 clusters Score -9565955 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -9565981.000000 Penalty: 13032.010742
	Iteration 57Q: 3 clusters Score -9565981 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -9566045.000000 Penalty: 13032.010742
	Iteration 58Q: 3 clusters Score -9566045 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -9566044.000000 Penalty: 13032.010742
	Iteration 59Q: 3 clusters Score -9566044 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -9566069.000000 Penalty: 13032.010742
	Iteration 60F: 3 clusters Score -9566069 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -9566101.000000 Penalty: 13032.010742
	Iteration 61Q: 3 clusters Score -9566101 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -9566154.000000 Penalty: 13032.010742
	Iteration 62Q: 3 clusters Score -9566154 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -9566186.000000 Penalty: 13032.010742
	Iteration 63Q: 3 clusters Score -9566186 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -9566212.000000 Penalty: 13032.010742
	Iteration 64Q: 3 clusters Score -9566212 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -9566255.000000 Penalty: 13032.010742
	Iteration 65Q: 3 clusters Score -9566255 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -9566307.000000 Penalty: 13032.010742
	Iteration 66Q: 3 clusters Score -9566307 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -9566359.000000 Penalty: 13032.010742
	Iteration 67Q: 3 clusters Score -9566359 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -9566432.000000 Penalty: 13032.010742
	Iteration 68Q: 3 clusters Score -9566432 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -9566479.000000 Penalty: 13032.010742
	Iteration 69Q: 3 clusters Score -9566479 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -9566524.000000 Penalty: 13032.010742
	Iteration 70Q: 3 clusters Score -9566524 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -9566592.000000 Penalty: 13032.010742
	Iteration 71Q: 3 clusters Score -9566592 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -9566683.000000 Penalty: 13032.010742
	Iteration 72Q: 3 clusters Score -9566683 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -9566820.000000 Penalty: 13032.010742
	Iteration 73Q: 3 clusters Score -9566820 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -9566896.000000 Penalty: 13032.010742
	Iteration 74Q: 3 clusters Score -9566896 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -9567043.000000 Penalty: 13032.010742
	Iteration 75Q: 3 clusters Score -9567043 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -9567199.000000 Penalty: 13032.010742
	Iteration 76Q: 3 clusters Score -9567199 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -9567365.000000 Penalty: 13032.010742
	Iteration 77Q: 3 clusters Score -9567365 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -9567518.000000 Penalty: 13032.010742
	Iteration 78Q: 3 clusters Score -9567518 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -9567636.000000 Penalty: 13032.010742
	Iteration 79Q: 3 clusters Score -9567636 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9567756.000000 Penalty: 13032.010742
	Iteration 80F: 3 clusters Score -9567756 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -9567823.000000 Penalty: 13032.010742
	Iteration 81Q: 3 clusters Score -9567823 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -9567897.000000 Penalty: 13032.010742
	Iteration 82Q: 3 clusters Score -9567897 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -9567936.000000 Penalty: 13032.010742
	Iteration 83Q: 3 clusters Score -9567936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -9567979.000000 Penalty: 13032.010742
	Iteration 84Q: 3 clusters Score -9567979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -9567999.000000 Penalty: 13032.010742
	Iteration 85Q: 3 clusters Score -9567999 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -9568034.000000 Penalty: 13032.010742
	Iteration 86Q: 3 clusters Score -9568034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -9568065.000000 Penalty: 13032.010742
	Iteration 87Q: 3 clusters Score -9568065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -9568071.000000 Penalty: 13032.010742
	Iteration 88Q: 3 clusters Score -9568071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -9568064.000000 Penalty: 13032.010742
	Iteration 89Q: 3 clusters Score -9568064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -9568082.000000 Penalty: 13032.010742
	Iteration 90Q: 3 clusters Score -9568082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -9568075.000000 Penalty: 13032.010742
	Iteration 91Q: 3 clusters Score -9568075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -9568082.000000 Penalty: 13032.010742
	Iteration 92Q: 3 clusters Score -9568082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -9568079.000000 Penalty: 13032.010742
	Iteration 93Q: 3 clusters Score -9568079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -9568069.000000 Penalty: 13032.010742
	Iteration 94Q: 3 clusters Score -9568069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -9568079.000000 Penalty: 13032.010742
	Iteration 95Q: 3 clusters Score -9568079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -9568080.000000 Penalty: 13032.010742
	Iteration 96Q: 3 clusters Score -9568080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -9568081.000000 Penalty: 13032.010742
	Iteration 97Q: 3 clusters Score -9568081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -9568084.000000 Penalty: 13032.010742
	Iteration 98Q: 3 clusters Score -9568084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -9568084.000000 Penalty: 13032.010742
	Iteration 99F: 3 clusters Score -9568084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Entering Unmasked Estep 
Score: -1357167.875000 Penalty: 5315.140137
	Iteration 0F: 2 clusters Score -1357168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1349586.125000 Penalty: 10630.280273
	Iteration 0F: 3 clusters Score -1349586 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1350856.000000 Penalty: 10630.280273
	Iteration 1F: 3 clusters Score -1350856 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1351184.000000 Penalty: 10630.280273
	Iteration 2F: 3 clusters Score -1351184 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1351375.375000 Penalty: 10630.280273
	Iteration 3Q: 3 clusters Score -1351375 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1351508.500000 Penalty: 10630.280273
	Iteration 4Q: 3 clusters Score -1351508 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1351582.750000 Penalty: 10630.280273
	Iteration 5Q: 3 clusters Score -1351583 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1351634.250000 Penalty: 10630.280273
	Iteration 6Q: 3 clusters Score -1351634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1351671.250000 Penalty: 10630.280273
	Iteration 7Q: 3 clusters Score -1351671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1351703.750000 Penalty: 10630.280273
	Iteration 8Q: 3 clusters Score -1351704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1351725.875000 Penalty: 10630.280273
	Iteration 9Q: 3 clusters Score -1351726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1351746.625000 Penalty: 10630.280273
	Iteration 10Q: 3 clusters Score -1351747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1351762.250000 Penalty: 10630.280273
	Iteration 11Q: 3 clusters Score -1351762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1351773.125000 Penalty: 10630.280273
	Iteration 12Q: 3 clusters Score -1351773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1351794.750000 Penalty: 10630.280273
	Iteration 13Q: 3 clusters Score -1351795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1351806.500000 Penalty: 10630.280273
	Iteration 14Q: 3 clusters Score -1351806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1351821.125000 Penalty: 10630.280273
	Iteration 15Q: 3 clusters Score -1351821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1351831.500000 Penalty: 10630.280273
	Iteration 16Q: 3 clusters Score -1351832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1351841.125000 Penalty: 10630.280273
	Iteration 17Q: 3 clusters Score -1351841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1351847.250000 Penalty: 10630.280273
	Iteration 18Q: 3 clusters Score -1351847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1351853.500000 Penalty: 10630.280273
	Iteration 19Q: 3 clusters Score -1351854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1351853.875000 Penalty: 10630.280273
	Iteration 20F: 3 clusters Score -1351854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1351859.500000 Penalty: 10630.280273
	Iteration 21Q: 3 clusters Score -1351860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1351864.000000 Penalty: 10630.280273
	Iteration 22Q: 3 clusters Score -1351864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1351867.500000 Penalty: 10630.280273
	Iteration 23Q: 3 clusters Score -1351868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1351873.500000 Penalty: 10630.280273
	Iteration 24Q: 3 clusters Score -1351874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1351877.125000 Penalty: 10630.280273
	Iteration 25Q: 3 clusters Score -1351877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1351885.375000 Penalty: 10630.280273
	Iteration 26Q: 3 clusters Score -1351885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1351890.000000 Penalty: 10630.280273
	Iteration 27Q: 3 clusters Score -1351890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1351895.875000 Penalty: 10630.280273
	Iteration 28Q: 3 clusters Score -1351896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1351899.750000 Penalty: 10630.280273
	Iteration 29Q: 3 clusters Score -1351900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1351903.500000 Penalty: 10630.280273
	Iteration 30Q: 3 clusters Score -1351904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1351904.625000 Penalty: 10630.280273
	Iteration 31Q: 3 clusters Score -1351905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1351906.625000 Penalty: 10630.280273
	Iteration 32Q: 3 clusters Score -1351907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1351906.750000 Penalty: 10630.280273
	Iteration 33Q: 3 clusters Score -1351907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1351907.500000 Penalty: 10630.280273
	Iteration 34Q: 3 clusters Score -1351908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1351907.500000 Penalty: 10630.280273
	Iteration 35F: 3 clusters Score -1351908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -299092.031250 Penalty: 4425.161621
	Iteration 0F: 2 clusters Score -299092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -294634.718750 Penalty: 8850.323242
	Iteration 0F: 3 clusters Score -294634.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -295071.375000 Penalty: 8850.323242
	Iteration 1F: 3 clusters Score -295071.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -295218.187500 Penalty: 8850.323242
	Iteration 2F: 3 clusters Score -295218.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -295315.687500 Penalty: 8850.323242
	Iteration 3Q: 3 clusters Score -295315.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -295381.875000 Penalty: 8850.323242
	Iteration 4Q: 3 clusters Score -295381.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -295417.187500 Penalty: 8850.323242
	Iteration 5Q: 3 clusters Score -295417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -295447.406250 Penalty: 8850.323242
	Iteration 6Q: 3 clusters Score -295447.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -295472.250000 Penalty: 8850.323242
	Iteration 7Q: 3 clusters Score -295472.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -295493.281250 Penalty: 8850.323242
	Iteration 8Q: 3 clusters Score -295493.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -295525.812500 Penalty: 8850.323242
	Iteration 9Q: 3 clusters Score -295525.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -295541.843750 Penalty: 8850.323242
	Iteration 10Q: 3 clusters Score -295541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -295551.875000 Penalty: 8850.323242
	Iteration 11Q: 3 clusters Score -295551.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -295573.343750 Penalty: 8850.323242
	Iteration 12Q: 3 clusters Score -295573.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -295589.156250 Penalty: 8850.323242
	Iteration 13Q: 3 clusters Score -295589.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -295607.343750 Penalty: 8850.323242
	Iteration 14Q: 3 clusters Score -295607.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -295616.468750 Penalty: 8850.323242
	Iteration 15Q: 3 clusters Score -295616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -295630.343750 Penalty: 8850.323242
	Iteration 16Q: 3 clusters Score -295630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -295636.437500 Penalty: 8850.323242
	Iteration 17Q: 3 clusters Score -295636.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -295643.250000 Penalty: 8850.323242
	Iteration 18Q: 3 clusters Score -295643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -295647.343750 Penalty: 8850.323242
	Iteration 19Q: 3 clusters Score -295647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -295648.812500 Penalty: 8850.323242
	Iteration 20F: 3 clusters Score -295648.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Entering Unmasked Estep 
Score: -9172925.000000 Penalty: 6491.677734
	Iteration 0F: 2 clusters Score -9172925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -9143609.000000 Penalty: 12983.355469
	Iteration 0F: 3 clusters Score -9143609 nChanged 17339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -9152726.000000 Penalty: 12983.355469
	Iteration 1F: 3 clusters Score -9152726 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -9153561.000000 Penalty: 12983.355469
	Iteration 2F: 3 clusters Score -9153561 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -9154152.000000 Penalty: 12983.355469
	Iteration 3Q: 3 clusters Score -9154152 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -9154687.000000 Penalty: 12983.355469
	Iteration 4Q: 3 clusters Score -9154687 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -9155149.000000 Penalty: 12983.355469
	Iteration 5Q: 3 clusters Score -9155149 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -9155669.000000 Penalty: 12983.355469
	Iteration 6Q: 3 clusters Score -9155669 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -9156216.000000 Penalty: 12983.355469
	Iteration 7Q: 3 clusters Score -9156216 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -9156735.000000 Penalty: 12983.355469
	Iteration 8Q: 3 clusters Score -9156735 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -9157387.000000 Penalty: 12983.355469
	Iteration 9Q: 3 clusters Score -9157387 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -9158176.000000 Penalty: 12983.355469
	Iteration 10Q: 3 clusters Score -9158176 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -9159234.000000 Penalty: 12983.355469
	Iteration 11Q: 3 clusters Score -9159234 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -9160470.000000 Penalty: 12983.355469
	Iteration 12Q: 3 clusters Score -9160470 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -9161855.000000 Penalty: 12983.355469
	Iteration 13Q: 3 clusters Score -9161855 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -9163239.000000 Penalty: 12983.355469
	Iteration 14Q: 3 clusters Score -9163239 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -9164517.000000 Penalty: 12983.355469
	Iteration 15Q: 3 clusters Score -9164517 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -9165641.000000 Penalty: 12983.355469
	Iteration 16Q: 3 clusters Score -9165641 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -9166456.000000 Penalty: 12983.355469
	Iteration 17Q: 3 clusters Score -9166456 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -9167020.000000 Penalty: 12983.355469
	Iteration 18Q: 3 clusters Score -9167020 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -9167392.000000 Penalty: 12983.355469
	Iteration 19Q: 3 clusters Score -9167392 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -9167604.000000 Penalty: 12983.355469
	Iteration 20F: 3 clusters Score -9167604 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -9167746.000000 Penalty: 12983.355469
	Iteration 21Q: 3 clusters Score -9167746 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -9167827.000000 Penalty: 12983.355469
	Iteration 22Q: 3 clusters Score -9167827 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -9167916.000000 Penalty: 12983.355469
	Iteration 23Q: 3 clusters Score -9167916 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -9167958.000000 Penalty: 12983.355469
	Iteration 24Q: 3 clusters Score -9167958 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -9167991.000000 Penalty: 12983.355469
	Iteration 25Q: 3 clusters Score -9167991 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -9168035.000000 Penalty: 12983.355469
	Iteration 26Q: 3 clusters Score -9168035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -9168056.000000 Penalty: 12983.355469
	Iteration 27Q: 3 clusters Score -9168056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -9168047.000000 Penalty: 12983.355469
	Iteration 28Q: 3 clusters Score -9168047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -9168078.000000 Penalty: 12983.355469
	Iteration 29Q: 3 clusters Score -9168078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -9168084.000000 Penalty: 12983.355469
	Iteration 30Q: 3 clusters Score -9168084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -9168103.000000 Penalty: 12983.355469
	Iteration 31Q: 3 clusters Score -9168103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -9168119.000000 Penalty: 12983.355469
	Iteration 32Q: 3 clusters Score -9168119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -9168114.000000 Penalty: 12983.355469
	Iteration 33Q: 3 clusters Score -9168114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -9168111.000000 Penalty: 12983.355469
	Iteration 34Q: 3 clusters Score -9168111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -9168110.000000 Penalty: 12983.355469
	Iteration 35Q: 3 clusters Score -9168110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -9168121.000000 Penalty: 12983.355469
	Iteration 36Q: 3 clusters Score -9168121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -9168118.000000 Penalty: 12983.355469
	Iteration 37Q: 3 clusters Score -9168118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -9168114.000000 Penalty: 12983.355469
	Iteration 38Q: 3 clusters Score -9168114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -9168117.000000 Penalty: 12983.355469
	Iteration 39Q: 3 clusters Score -9168117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -9168116.000000 Penalty: 12983.355469
	Iteration 40F: 3 clusters Score -9168116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -9168119.000000 Penalty: 12983.355469
	Iteration 41Q: 3 clusters Score -9168119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -9168121.000000 Penalty: 12983.355469
	Iteration 42Q: 3 clusters Score -9168121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -9168124.000000 Penalty: 12983.355469
	Iteration 43Q: 3 clusters Score -9168124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -9168125.000000 Penalty: 12983.355469
	Iteration 44Q: 3 clusters Score -9168125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -9168140.000000 Penalty: 12983.355469
	Iteration 45Q: 3 clusters Score -9168140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -9168154.000000 Penalty: 12983.355469
	Iteration 46Q: 3 clusters Score -9168154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -9168162.000000 Penalty: 12983.355469
	Iteration 47Q: 3 clusters Score -9168162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -9168159.000000 Penalty: 12983.355469
	Iteration 48Q: 3 clusters Score -9168159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -9168163.000000 Penalty: 12983.355469
	Iteration 49Q: 3 clusters Score -9168163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -9168162.000000 Penalty: 12983.355469
	Iteration 50Q: 3 clusters Score -9168162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -9168167.000000 Penalty: 12983.355469
	Iteration 51Q: 3 clusters Score -9168167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -9168164.000000 Penalty: 12983.355469
	Iteration 52Q: 3 clusters Score -9168164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -9168170.000000 Penalty: 12983.355469
	Iteration 53Q: 3 clusters Score -9168170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -9168188.000000 Penalty: 12983.355469
	Iteration 54Q: 3 clusters Score -9168188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -9168178.000000 Penalty: 12983.355469
	Iteration 55Q: 3 clusters Score -9168178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -9168186.000000 Penalty: 12983.355469
	Iteration 56Q: 3 clusters Score -9168186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -9168200.000000 Penalty: 12983.355469
	Iteration 57Q: 3 clusters Score -9168200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -9168184.000000 Penalty: 12983.355469
	Iteration 58Q: 3 clusters Score -9168184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -9168198.000000 Penalty: 12983.355469
	Iteration 59Q: 3 clusters Score -9168198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -9168219.000000 Penalty: 12983.355469
	Iteration 60F: 3 clusters Score -9168219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -9168228.000000 Penalty: 12983.355469
	Iteration 61Q: 3 clusters Score -9168228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -9168229.000000 Penalty: 12983.355469
	Iteration 62Q: 3 clusters Score -9168229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -9168236.000000 Penalty: 12983.355469
	Iteration 63Q: 3 clusters Score -9168236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -9168236.000000 Penalty: 12983.355469
	Iteration 64Q: 3 clusters Score -9168236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -9168235.000000 Penalty: 12983.355469
	Iteration 65Q: 3 clusters Score -9168235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -9168237.000000 Penalty: 12983.355469
	Iteration 66Q: 3 clusters Score -9168237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -9168242.000000 Penalty: 12983.355469
	Iteration 67Q: 3 clusters Score -9168242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -9168241.000000 Penalty: 12983.355469
	Iteration 68Q: 3 clusters Score -9168241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -9168242.000000 Penalty: 12983.355469
	Iteration 69Q: 3 clusters Score -9168242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -9168247.000000 Penalty: 12983.355469
	Iteration 70Q: 3 clusters Score -9168247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -9168237.000000 Penalty: 12983.355469
	Iteration 71Q: 3 clusters Score -9168237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -9168235.000000 Penalty: 12983.355469
	Iteration 72Q: 3 clusters Score -9168235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -9168242.000000 Penalty: 12983.355469
	Iteration 73Q: 3 clusters Score -9168242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -9168242.000000 Penalty: 12983.355469
	Iteration 74Q: 3 clusters Score -9168242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -9168242.000000 Penalty: 12983.355469
	Iteration 75Q: 3 clusters Score -9168242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -9168243.000000 Penalty: 12983.355469
	Iteration 76Q: 3 clusters Score -9168243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -9168256.000000 Penalty: 12983.355469
	Iteration 77Q: 3 clusters Score -9168256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -9168244.000000 Penalty: 12983.355469
	Iteration 78Q: 3 clusters Score -9168244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -9168252.000000 Penalty: 12983.355469
	Iteration 79Q: 3 clusters Score -9168252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -9168249.000000 Penalty: 12983.355469
	Iteration 80F: 3 clusters Score -9168249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -9168250.000000 Penalty: 12983.355469
	Iteration 81Q: 3 clusters Score -9168250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -9168263.000000 Penalty: 12983.355469
	Iteration 82Q: 3 clusters Score -9168263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -9168252.000000 Penalty: 12983.355469
	Iteration 83Q: 3 clusters Score -9168252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -9168252.000000 Penalty: 12983.355469
	Iteration 84F: 3 clusters Score -9168252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Entering Unmasked Estep 
Score: -3793272.500000 Penalty: 5949.318848
	Iteration 0F: 2 clusters Score -3793272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3778915.500000 Penalty: 11898.637695
	Iteration 0F: 3 clusters Score -3778916 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3782452.250000 Penalty: 11898.637695
	Iteration 1F: 3 clusters Score -3782452 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3783034.000000 Penalty: 11898.637695
	Iteration 2F: 3 clusters Score -3783034 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3783388.750000 Penalty: 11898.637695
	Iteration 3Q: 3 clusters Score -3783389 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3783656.750000 Penalty: 11898.637695
	Iteration 4Q: 3 clusters Score -3783657 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3783874.250000 Penalty: 11898.637695
	Iteration 5Q: 3 clusters Score -3783874 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3784065.750000 Penalty: 11898.637695
	Iteration 6Q: 3 clusters Score -3784066 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3784200.000000 Penalty: 11898.637695
	Iteration 7Q: 3 clusters Score -3784200 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3784346.000000 Penalty: 11898.637695
	Iteration 8Q: 3 clusters Score -3784346 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3784431.250000 Penalty: 11898.637695
	Iteration 9Q: 3 clusters Score -3784431 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3784529.500000 Penalty: 11898.637695
	Iteration 10Q: 3 clusters Score -3784530 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3784608.750000 Penalty: 11898.637695
	Iteration 11Q: 3 clusters Score -3784609 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3784694.750000 Penalty: 11898.637695
	Iteration 12Q: 3 clusters Score -3784695 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3784766.250000 Penalty: 11898.637695
	Iteration 13Q: 3 clusters Score -3784766 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -3784819.750000 Penalty: 11898.637695
	Iteration 14Q: 3 clusters Score -3784820 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3784869.750000 Penalty: 11898.637695
	Iteration 15Q: 3 clusters Score -3784870 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3784931.000000 Penalty: 11898.637695
	Iteration 16Q: 3 clusters Score -3784931 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3784975.250000 Penalty: 11898.637695
	Iteration 17Q: 3 clusters Score -3784975 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3785029.000000 Penalty: 11898.637695
	Iteration 18Q: 3 clusters Score -3785029 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -3785088.000000 Penalty: 11898.637695
	Iteration 19Q: 3 clusters Score -3785088 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3785139.000000 Penalty: 11898.637695
	Iteration 20F: 3 clusters Score -3785139 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3785196.500000 Penalty: 11898.637695
	Iteration 21Q: 3 clusters Score -3785196 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3785222.250000 Penalty: 11898.637695
	Iteration 22Q: 3 clusters Score -3785222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3785252.750000 Penalty: 11898.637695
	Iteration 23Q: 3 clusters Score -3785253 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3785300.750000 Penalty: 11898.637695
	Iteration 24Q: 3 clusters Score -3785301 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3785351.750000 Penalty: 11898.637695
	Iteration 25Q: 3 clusters Score -3785352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3785385.500000 Penalty: 11898.637695
	Iteration 26Q: 3 clusters Score -3785386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3785418.750000 Penalty: 11898.637695
	Iteration 27Q: 3 clusters Score -3785419 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3785469.500000 Penalty: 11898.637695
	Iteration 28Q: 3 clusters Score -3785470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3785496.000000 Penalty: 11898.637695
	Iteration 29Q: 3 clusters Score -3785496 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3785525.750000 Penalty: 11898.637695
	Iteration 30Q: 3 clusters Score -3785526 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3785554.500000 Penalty: 11898.637695
	Iteration 31Q: 3 clusters Score -3785554 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3785580.750000 Penalty: 11898.637695
	Iteration 32Q: 3 clusters Score -3785581 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3785624.250000 Penalty: 11898.637695
	Iteration 33Q: 3 clusters Score -3785624 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -3785660.750000 Penalty: 11898.637695
	Iteration 34Q: 3 clusters Score -3785661 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3785677.000000 Penalty: 11898.637695
	Iteration 35Q: 3 clusters Score -3785677 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3785723.000000 Penalty: 11898.637695
	Iteration 36Q: 3 clusters Score -3785723 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3785760.750000 Penalty: 11898.637695
	Iteration 37Q: 3 clusters Score -3785761 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3785800.750000 Penalty: 11898.637695
	Iteration 38Q: 3 clusters Score -3785801 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3785852.500000 Penalty: 11898.637695
	Iteration 39Q: 3 clusters Score -3785852 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3785894.750000 Penalty: 11898.637695
	Iteration 40F: 3 clusters Score -3785895 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3785948.500000 Penalty: 11898.637695
	Iteration 41Q: 3 clusters Score -3785948 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3785976.750000 Penalty: 11898.637695
	Iteration 42Q: 3 clusters Score -3785977 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3786031.750000 Penalty: 11898.637695
	Iteration 43Q: 3 clusters Score -3786032 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3786074.750000 Penalty: 11898.637695
	Iteration 44Q: 3 clusters Score -3786075 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3786154.000000 Penalty: 11898.637695
	Iteration 45Q: 3 clusters Score -3786154 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3786218.000000 Penalty: 11898.637695
	Iteration 46Q: 3 clusters Score -3786218 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3786293.500000 Penalty: 11898.637695
	Iteration 47Q: 3 clusters Score -3786294 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3786380.500000 Penalty: 11898.637695
	Iteration 48Q: 3 clusters Score -3786380 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3786481.000000 Penalty: 11898.637695
	Iteration 49Q: 3 clusters Score -3786481 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3786554.500000 Penalty: 11898.637695
	Iteration 50Q: 3 clusters Score -3786554 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3786635.000000 Penalty: 11898.637695
	Iteration 51Q: 3 clusters Score -3786635 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3786700.000000 Penalty: 11898.637695
	Iteration 52Q: 3 clusters Score -3786700 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3786755.750000 Penalty: 11898.637695
	Iteration 53Q: 3 clusters Score -3786756 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3786814.000000 Penalty: 11898.637695
	Iteration 54Q: 3 clusters Score -3786814 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3786888.500000 Penalty: 11898.637695
	Iteration 55Q: 3 clusters Score -3786888 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3786947.000000 Penalty: 11898.637695
	Iteration 56Q: 3 clusters Score -3786947 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3787001.250000 Penalty: 11898.637695
	Iteration 57Q: 3 clusters Score -3787001 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3787046.500000 Penalty: 11898.637695
	Iteration 58Q: 3 clusters Score -3787046 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3787104.000000 Penalty: 11898.637695
	Iteration 59Q: 3 clusters Score -3787104 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3787158.000000 Penalty: 11898.637695
	Iteration 60F: 3 clusters Score -3787158 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3787203.500000 Penalty: 11898.637695
	Iteration 61Q: 3 clusters Score -3787204 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3787252.500000 Penalty: 11898.637695
	Iteration 62Q: 3 clusters Score -3787252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3787310.750000 Penalty: 11898.637695
	Iteration 63Q: 3 clusters Score -3787311 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3787359.000000 Penalty: 11898.637695
	Iteration 64Q: 3 clusters Score -3787359 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3787405.000000 Penalty: 11898.637695
	Iteration 65Q: 3 clusters Score -3787405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3787435.000000 Penalty: 11898.637695
	Iteration 66Q: 3 clusters Score -3787435 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3787488.250000 Penalty: 11898.637695
	Iteration 67Q: 3 clusters Score -3787488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3787532.750000 Penalty: 11898.637695
	Iteration 68Q: 3 clusters Score -3787533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3787573.500000 Penalty: 11898.637695
	Iteration 69Q: 3 clusters Score -3787574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3787612.250000 Penalty: 11898.637695
	Iteration 70Q: 3 clusters Score -3787612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3787652.000000 Penalty: 11898.637695
	Iteration 71Q: 3 clusters Score -3787652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3787666.750000 Penalty: 11898.637695
	Iteration 72Q: 3 clusters Score -3787667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3787679.750000 Penalty: 11898.637695
	Iteration 73Q: 3 clusters Score -3787680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3787709.500000 Penalty: 11898.637695
	Iteration 74Q: 3 clusters Score -3787710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3787722.250000 Penalty: 11898.637695
	Iteration 75Q: 3 clusters Score -3787722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3787747.000000 Penalty: 11898.637695
	Iteration 76Q: 3 clusters Score -3787747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3787775.000000 Penalty: 11898.637695
	Iteration 77Q: 3 clusters Score -3787775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3787796.000000 Penalty: 11898.637695
	Iteration 78Q: 3 clusters Score -3787796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3787816.000000 Penalty: 11898.637695
	Iteration 79Q: 3 clusters Score -3787816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3787831.250000 Penalty: 11898.637695
	Iteration 80F: 3 clusters Score -3787831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3787861.500000 Penalty: 11898.637695
	Iteration 81Q: 3 clusters Score -3787862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3787877.500000 Penalty: 11898.637695
	Iteration 82Q: 3 clusters Score -3787878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3787891.500000 Penalty: 11898.637695
	Iteration 83Q: 3 clusters Score -3787892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3787897.000000 Penalty: 11898.637695
	Iteration 84Q: 3 clusters Score -3787897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3787907.500000 Penalty: 11898.637695
	Iteration 85Q: 3 clusters Score -3787908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3787928.250000 Penalty: 11898.637695
	Iteration 86Q: 3 clusters Score -3787928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3787938.500000 Penalty: 11898.637695
	Iteration 87Q: 3 clusters Score -3787938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3787962.500000 Penalty: 11898.637695
	Iteration 88Q: 3 clusters Score -3787962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3787975.250000 Penalty: 11898.637695
	Iteration 89Q: 3 clusters Score -3787975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3787987.750000 Penalty: 11898.637695
	Iteration 90Q: 3 clusters Score -3787988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3787999.000000 Penalty: 11898.637695
	Iteration 91Q: 3 clusters Score -3787999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3788010.250000 Penalty: 11898.637695
	Iteration 92Q: 3 clusters Score -3788010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3788011.250000 Penalty: 11898.637695
	Iteration 93Q: 3 clusters Score -3788011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3788014.750000 Penalty: 11898.637695
	Iteration 94Q: 3 clusters Score -3788015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3788019.000000 Penalty: 11898.637695
	Iteration 95Q: 3 clusters Score -3788019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3788027.250000 Penalty: 11898.637695
	Iteration 96Q: 3 clusters Score -3788027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3788048.750000 Penalty: 11898.637695
	Iteration 97Q: 3 clusters Score -3788049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3788053.750000 Penalty: 11898.637695
	Iteration 98Q: 3 clusters Score -3788054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3788063.000000 Penalty: 11898.637695
	Iteration 99Q: 3 clusters Score -3788063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3788074.250000 Penalty: 11898.637695
	Iteration 100F: 3 clusters Score -3788074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3788089.750000 Penalty: 11898.637695
	Iteration 101Q: 3 clusters Score -3788090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3788101.750000 Penalty: 11898.637695
	Iteration 102Q: 3 clusters Score -3788102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3788103.000000 Penalty: 11898.637695
	Iteration 103Q: 3 clusters Score -3788103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3788112.750000 Penalty: 11898.637695
	Iteration 104Q: 3 clusters Score -3788113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3788119.750000 Penalty: 11898.637695
	Iteration 105Q: 3 clusters Score -3788120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3788127.000000 Penalty: 11898.637695
	Iteration 106Q: 3 clusters Score -3788127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3788134.750000 Penalty: 11898.637695
	Iteration 107Q: 3 clusters Score -3788135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3788143.000000 Penalty: 11898.637695
	Iteration 108Q: 3 clusters Score -3788143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3788148.250000 Penalty: 11898.637695
	Iteration 109Q: 3 clusters Score -3788148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3788155.250000 Penalty: 11898.637695
	Iteration 110Q: 3 clusters Score -3788155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3788158.500000 Penalty: 11898.637695
	Iteration 111Q: 3 clusters Score -3788158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3788159.750000 Penalty: 11898.637695
	Iteration 112Q: 3 clusters Score -3788160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3788168.250000 Penalty: 11898.637695
	Iteration 113Q: 3 clusters Score -3788168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3788167.000000 Penalty: 11898.637695
	Iteration 114Q: 3 clusters Score -3788167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3788168.250000 Penalty: 11898.637695
	Iteration 115Q: 3 clusters Score -3788168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3788176.000000 Penalty: 11898.637695
	Iteration 116Q: 3 clusters Score -3788176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3788168.750000 Penalty: 11898.637695
	Iteration 117Q: 3 clusters Score -3788169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3788176.750000 Penalty: 11898.637695
	Iteration 118Q: 3 clusters Score -3788177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3788176.750000 Penalty: 11898.637695
	Iteration 119F: 3 clusters Score -3788177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -237217.968750 Penalty: 4291.601074
	Iteration 0F: 2 clusters Score -237218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -233023.531250 Penalty: 8583.202148
	Iteration 0F: 3 clusters Score -233023.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -233442.078125 Penalty: 8583.202148
	Iteration 1F: 3 clusters Score -233442.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -233569.031250 Penalty: 8583.202148
	Iteration 2Q: 3 clusters Score -233569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -233650.640625 Penalty: 8583.202148
	Iteration 3Q: 3 clusters Score -233650.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -233750.671875 Penalty: 8583.202148
	Iteration 4Q: 3 clusters Score -233750.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -233821.031250 Penalty: 8583.202148
	Iteration 5Q: 3 clusters Score -233821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -233853.859375 Penalty: 8583.202148
	Iteration 6Q: 3 clusters Score -233853.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -233885.625000 Penalty: 8583.202148
	Iteration 7Q: 3 clusters Score -233885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -233902.531250 Penalty: 8583.202148
	Iteration 8Q: 3 clusters Score -233902.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -233928.656250 Penalty: 8583.202148
	Iteration 9Q: 3 clusters Score -233928.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -233953.859375 Penalty: 8583.202148
	Iteration 10Q: 3 clusters Score -233953.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -234004.296875 Penalty: 8583.202148
	Iteration 11Q: 3 clusters Score -234004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -234064.109375 Penalty: 8583.202148
	Iteration 12Q: 3 clusters Score -234064.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -234131.500000 Penalty: 8583.202148
	Iteration 13Q: 3 clusters Score -234131.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -234180.390625 Penalty: 8583.202148
	Iteration 14Q: 3 clusters Score -234180.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -234226.421875 Penalty: 8583.202148
	Iteration 15Q: 3 clusters Score -234226.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -234258.750000 Penalty: 8583.202148
	Iteration 16Q: 3 clusters Score -234258.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -234289.593750 Penalty: 8583.202148
	Iteration 17Q: 3 clusters Score -234289.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -234318.843750 Penalty: 8583.202148
	Iteration 18Q: 3 clusters Score -234318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -234352.687500 Penalty: 8583.202148
	Iteration 19Q: 3 clusters Score -234352.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -234372.687500 Penalty: 8583.202148
	Iteration 20F: 3 clusters Score -234372.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -234402.109375 Penalty: 8583.202148
	Iteration 21Q: 3 clusters Score -234402.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -234427.421875 Penalty: 8583.202148
	Iteration 22Q: 3 clusters Score -234427.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -234433.250000 Penalty: 8583.202148
	Iteration 23Q: 3 clusters Score -234433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -234433.250000 Penalty: 8583.202148
	Iteration 24F: 3 clusters Score -234433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Entering Unmasked Estep 
Score: -4026300.250000 Penalty: 5983.537598
	Iteration 0F: 2 clusters Score -4026300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -4011413.750000 Penalty: 11967.075195
	Iteration 0F: 3 clusters Score -4011414 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4014985.750000 Penalty: 11967.075195
	Iteration 1F: 3 clusters Score -4014986 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -4015587.250000 Penalty: 11967.075195
	Iteration 2F: 3 clusters Score -4015587 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -4015958.750000 Penalty: 11967.075195
	Iteration 3Q: 3 clusters Score -4015959 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4016235.500000 Penalty: 11967.075195
	Iteration 4Q: 3 clusters Score -4016236 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -4016450.500000 Penalty: 11967.075195
	Iteration 5Q: 3 clusters Score -4016450 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -4016656.250000 Penalty: 11967.075195
	Iteration 6Q: 3 clusters Score -4016656 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -4016851.000000 Penalty: 11967.075195
	Iteration 7Q: 3 clusters Score -4016851 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -4017058.500000 Penalty: 11967.075195
	Iteration 8Q: 3 clusters Score -4017058 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4017203.500000 Penalty: 11967.075195
	Iteration 9Q: 3 clusters Score -4017204 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -4017378.750000 Penalty: 11967.075195
	Iteration 10Q: 3 clusters Score -4017379 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -4017547.500000 Penalty: 11967.075195
	Iteration 11Q: 3 clusters Score -4017548 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4017740.500000 Penalty: 11967.075195
	Iteration 12Q: 3 clusters Score -4017740 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -4017930.750000 Penalty: 11967.075195
	Iteration 13Q: 3 clusters Score -4017931 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4018150.500000 Penalty: 11967.075195
	Iteration 14Q: 3 clusters Score -4018150 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4018388.000000 Penalty: 11967.075195
	Iteration 15Q: 3 clusters Score -4018388 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -4018638.250000 Penalty: 11967.075195
	Iteration 16Q: 3 clusters Score -4018638 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4018910.250000 Penalty: 11967.075195
	Iteration 17Q: 3 clusters Score -4018910 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4019169.000000 Penalty: 11967.075195
	Iteration 18Q: 3 clusters Score -4019169 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4019423.500000 Penalty: 11967.075195
	Iteration 19Q: 3 clusters Score -4019424 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4019703.000000 Penalty: 11967.075195
	Iteration 20F: 3 clusters Score -4019703 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4019924.750000 Penalty: 11967.075195
	Iteration 21Q: 3 clusters Score -4019925 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4020109.500000 Penalty: 11967.075195
	Iteration 22Q: 3 clusters Score -4020110 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4020288.500000 Penalty: 11967.075195
	Iteration 23Q: 3 clusters Score -4020288 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4020434.500000 Penalty: 11967.075195
	Iteration 24Q: 3 clusters Score -4020434 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4020530.500000 Penalty: 11967.075195
	Iteration 25Q: 3 clusters Score -4020530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4020618.000000 Penalty: 11967.075195
	Iteration 26Q: 3 clusters Score -4020618 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4020683.250000 Penalty: 11967.075195
	Iteration 27Q: 3 clusters Score -4020683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4020735.500000 Penalty: 11967.075195
	Iteration 28Q: 3 clusters Score -4020736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4020785.250000 Penalty: 11967.075195
	Iteration 29Q: 3 clusters Score -4020785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4020811.250000 Penalty: 11967.075195
	Iteration 30Q: 3 clusters Score -4020811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4020837.750000 Penalty: 11967.075195
	Iteration 31Q: 3 clusters Score -4020838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4020863.750000 Penalty: 11967.075195
	Iteration 32Q: 3 clusters Score -4020864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4020880.000000 Penalty: 11967.075195
	Iteration 33Q: 3 clusters Score -4020880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4020892.000000 Penalty: 11967.075195
	Iteration 34Q: 3 clusters Score -4020892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4020902.500000 Penalty: 11967.075195
	Iteration 35Q: 3 clusters Score -4020902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4020913.500000 Penalty: 11967.075195
	Iteration 36Q: 3 clusters Score -4020914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4020930.750000 Penalty: 11967.075195
	Iteration 37Q: 3 clusters Score -4020931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4020927.750000 Penalty: 11967.075195
	Iteration 38Q: 3 clusters Score -4020928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4020927.000000 Penalty: 11967.075195
	Iteration 39Q: 3 clusters Score -4020927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4020934.500000 Penalty: 11967.075195
	Iteration 40F: 3 clusters Score -4020934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4020939.500000 Penalty: 11967.075195
	Iteration 41Q: 3 clusters Score -4020940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4020942.250000 Penalty: 11967.075195
	Iteration 42Q: 3 clusters Score -4020942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4020948.250000 Penalty: 11967.075195
	Iteration 43Q: 3 clusters Score -4020948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4020956.250000 Penalty: 11967.075195
	Iteration 44Q: 3 clusters Score -4020956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4020958.250000 Penalty: 11967.075195
	Iteration 45Q: 3 clusters Score -4020958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4020961.750000 Penalty: 11967.075195
	Iteration 46Q: 3 clusters Score -4020962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4020969.750000 Penalty: 11967.075195
	Iteration 47Q: 3 clusters Score -4020970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4020969.250000 Penalty: 11967.075195
	Iteration 48Q: 3 clusters Score -4020969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4020978.750000 Penalty: 11967.075195
	Iteration 49Q: 3 clusters Score -4020979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4020983.500000 Penalty: 11967.075195
	Iteration 50Q: 3 clusters Score -4020984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4020988.500000 Penalty: 11967.075195
	Iteration 51Q: 3 clusters Score -4020988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4020995.250000 Penalty: 11967.075195
	Iteration 52Q: 3 clusters Score -4020995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4020996.000000 Penalty: 11967.075195
	Iteration 53Q: 3 clusters Score -4020996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4021008.250000 Penalty: 11967.075195
	Iteration 54Q: 3 clusters Score -4021008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4021016.000000 Penalty: 11967.075195
	Iteration 55Q: 3 clusters Score -4021016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4021019.000000 Penalty: 11967.075195
	Iteration 56Q: 3 clusters Score -4021019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4021018.750000 Penalty: 11967.075195
	Iteration 57Q: 3 clusters Score -4021019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4021022.750000 Penalty: 11967.075195
	Iteration 58Q: 3 clusters Score -4021023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4021023.250000 Penalty: 11967.075195
	Iteration 59Q: 3 clusters Score -4021023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4021027.000000 Penalty: 11967.075195
	Iteration 60F: 3 clusters Score -4021027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4021027.500000 Penalty: 11967.075195
	Iteration 61Q: 3 clusters Score -4021028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4021032.000000 Penalty: 11967.075195
	Iteration 62Q: 3 clusters Score -4021032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4021033.250000 Penalty: 11967.075195
	Iteration 63Q: 3 clusters Score -4021033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4021039.000000 Penalty: 11967.075195
	Iteration 64Q: 3 clusters Score -4021039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4021044.000000 Penalty: 11967.075195
	Iteration 65Q: 3 clusters Score -4021044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4021049.250000 Penalty: 11967.075195
	Iteration 66Q: 3 clusters Score -4021049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4021052.250000 Penalty: 11967.075195
	Iteration 67Q: 3 clusters Score -4021052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4021059.000000 Penalty: 11967.075195
	Iteration 68Q: 3 clusters Score -4021059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4021071.000000 Penalty: 11967.075195
	Iteration 69Q: 3 clusters Score -4021071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4021073.000000 Penalty: 11967.075195
	Iteration 70Q: 3 clusters Score -4021073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4021077.000000 Penalty: 11967.075195
	Iteration 71Q: 3 clusters Score -4021077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4021075.500000 Penalty: 11967.075195
	Iteration 72Q: 3 clusters Score -4021076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4021076.250000 Penalty: 11967.075195
	Iteration 73Q: 3 clusters Score -4021076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4021085.250000 Penalty: 11967.075195
	Iteration 74Q: 3 clusters Score -4021085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4021082.500000 Penalty: 11967.075195
	Iteration 75Q: 3 clusters Score -4021082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4021081.250000 Penalty: 11967.075195
	Iteration 76Q: 3 clusters Score -4021081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4021081.250000 Penalty: 11967.075195
	Iteration 77F: 3 clusters Score -4021081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15867 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122392 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131385 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 72241 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74029 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78092 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40081 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454880.000000 Penalty: 231727.812500
Iteration 319Q: 28 clusters Score -2.724549e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15867 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122383 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131385 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 72240 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74029 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78092 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40090 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454848.000000 Penalty: 231727.812500
Iteration 320F: 28 clusters Score -2.724548e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15867 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122378 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17213 members 
Mstep: Class 13 contains 131385 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 72237 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74028 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78092 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40099 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454816.000000 Penalty: 231727.812500
Iteration 321Q: 28 clusters Score -2.724548e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61242 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122380 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 119087 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17214 members 
Mstep: Class 13 contains 131387 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 72236 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74028 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78092 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40096 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454912.000000 Penalty: 231727.812500
Iteration 322Q: 28 clusters Score -2.724549e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15867 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61241 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122376 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17216 members 
Mstep: Class 13 contains 131387 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 72235 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74028 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 78092 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40102 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454912.000000 Penalty: 231727.812500
Iteration 323Q: 28 clusters Score -2.724549e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15868 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61240 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122373 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17217 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 72235 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74027 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78092 members 
Mstep: Class 21 contains 41704 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40106 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454944.000000 Penalty: 231727.812500
Iteration 324Q: 28 clusters Score -2.724549e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15870 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61237 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 122369 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17218 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 72234 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74026 members 
Mstep: Class 18 contains 58208 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78092 members 
Mstep: Class 21 contains 41704 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40112 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454976.000000 Penalty: 231727.812500
Iteration 325Q: 28 clusters Score -2.72455e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61235 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 122368 members 
Mstep: Class 9 contains 42748 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17217 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 72233 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74026 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78092 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40114 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454944.000000 Penalty: 231727.812500
Iteration 326Q: 28 clusters Score -2.724549e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61235 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122367 members 
Mstep: Class 9 contains 42748 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17216 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 72233 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74027 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78091 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40115 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454912.000000 Penalty: 231727.812500
Iteration 327Q: 28 clusters Score -2.724549e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61235 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122366 members 
Mstep: Class 9 contains 42748 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17216 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 72233 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74027 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78091 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40116 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454912.000000 Penalty: 231727.812500
Iteration 328Q: 28 clusters Score -2.724549e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61235 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122366 members 
Mstep: Class 9 contains 42748 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17216 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 72232 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74027 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78091 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40117 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454976.000000 Penalty: 231727.812500
Iteration 329Q: 28 clusters Score -2.72455e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61235 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122366 members 
Mstep: Class 9 contains 42748 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17215 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 72232 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74027 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78091 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40118 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454944.000000 Penalty: 231727.812500
Iteration 330Q: 28 clusters Score -2.724549e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61235 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122365 members 
Mstep: Class 9 contains 42748 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17215 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 72232 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74027 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78091 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40118 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454944.000000 Penalty: 231727.812500
Iteration 331Q: 28 clusters Score -2.724549e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 61235 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 122365 members 
Mstep: Class 9 contains 42748 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 59650 members 
Mstep: Class 12 contains 17215 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 72232 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 74027 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 78091 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 40118 members 
Mstep: Class 25 contains 16534 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454944.000000 Penalty: 231727.812500
Iteration 332F: 28 clusters Score -2.724549e+08 nChanged 0
Entering ConstructFrom: 
Score: -272454944.000000 Penalty: 231727.812500
Entering ConstructFrom: 
Trying to split cluster 1 (32571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Entering Unmasked Estep 
Score: -7428333.500000 Penalty: 6364.596191
	Iteration 0F: 2 clusters Score -7428334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -7403702.000000 Penalty: 12729.192383
	Iteration 0F: 3 clusters Score -7403702 nChanged 13905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -7410979.000000 Penalty: 12729.192383
	Iteration 1F: 3 clusters Score -7410979 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -7411699.500000 Penalty: 12729.192383
	Iteration 2F: 3 clusters Score -7411700 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -7412242.000000 Penalty: 12729.192383
	Iteration 3Q: 3 clusters Score -7412242 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -7412575.500000 Penalty: 12729.192383
	Iteration 4Q: 3 clusters Score -7412576 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -7412847.000000 Penalty: 12729.192383
	Iteration 5Q: 3 clusters Score -7412847 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -7413055.500000 Penalty: 12729.192383
	Iteration 6Q: 3 clusters Score -7413056 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -7413219.000000 Penalty: 12729.192383
	Iteration 7Q: 3 clusters Score -7413219 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -7413373.000000 Penalty: 12729.192383
	Iteration 8Q: 3 clusters Score -7413373 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -7413492.500000 Penalty: 12729.192383
	Iteration 9Q: 3 clusters Score -7413492 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -7413587.000000 Penalty: 12729.192383
	Iteration 10Q: 3 clusters Score -7413587 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -7413680.500000 Penalty: 12729.192383
	Iteration 11Q: 3 clusters Score -7413680 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -7413737.500000 Penalty: 12729.192383
	Iteration 12Q: 3 clusters Score -7413738 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -7413829.000000 Penalty: 12729.192383
	Iteration 13Q: 3 clusters Score -7413829 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -7413890.500000 Penalty: 12729.192383
	Iteration 14Q: 3 clusters Score -7413890 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -7413969.500000 Penalty: 12729.192383
	Iteration 15Q: 3 clusters Score -7413970 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -7414069.000000 Penalty: 12729.192383
	Iteration 16Q: 3 clusters Score -7414069 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -7414223.500000 Penalty: 12729.192383
	Iteration 17Q: 3 clusters Score -7414224 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -7414396.500000 Penalty: 12729.192383
	Iteration 18Q: 3 clusters Score -7414396 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -7414561.000000 Penalty: 12729.192383
	Iteration 19Q: 3 clusters Score -7414561 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -7414772.500000 Penalty: 12729.192383
	Iteration 20F: 3 clusters Score -7414772 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -7415098.000000 Penalty: 12729.192383
	Iteration 21Q: 3 clusters Score -7415098 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -7415577.000000 Penalty: 12729.192383
	Iteration 22Q: 3 clusters Score -7415577 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -7416228.000000 Penalty: 12729.192383
	Iteration 23Q: 3 clusters Score -7416228 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -7417036.500000 Penalty: 12729.192383
	Iteration 24Q: 3 clusters Score -7417036 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -7418067.500000 Penalty: 12729.192383
	Iteration 25Q: 3 clusters Score -7418068 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -7419230.500000 Penalty: 12729.192383
	Iteration 26Q: 3 clusters Score -7419230 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -7420212.000000 Penalty: 12729.192383
	Iteration 27Q: 3 clusters Score -7420212 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -7421081.000000 Penalty: 12729.192383
	Iteration 28Q: 3 clusters Score -7421081 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -7421621.000000 Penalty: 12729.192383
	Iteration 29Q: 3 clusters Score -7421621 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -7421999.500000 Penalty: 12729.192383
	Iteration 30Q: 3 clusters Score -7422000 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -7422261.000000 Penalty: 12729.192383
	Iteration 31Q: 3 clusters Score -7422261 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -7422398.000000 Penalty: 12729.192383
	Iteration 32Q: 3 clusters Score -7422398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -7422493.500000 Penalty: 12729.192383
	Iteration 33Q: 3 clusters Score -7422494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -7422575.500000 Penalty: 12729.192383
	Iteration 34Q: 3 clusters Score -7422576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -7422643.000000 Penalty: 12729.192383
	Iteration 35Q: 3 clusters Score -7422643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -7422684.000000 Penalty: 12729.192383
	Iteration 36Q: 3 clusters Score -7422684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -7422719.000000 Penalty: 12729.192383
	Iteration 37Q: 3 clusters Score -7422719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -7422757.500000 Penalty: 12729.192383
	Iteration 38Q: 3 clusters Score -7422758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -7422790.000000 Penalty: 12729.192383
	Iteration 39Q: 3 clusters Score -7422790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -7422828.000000 Penalty: 12729.192383
	Iteration 40F: 3 clusters Score -7422828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -7422843.000000 Penalty: 12729.192383
	Iteration 41Q: 3 clusters Score -7422843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -7422860.000000 Penalty: 12729.192383
	Iteration 42Q: 3 clusters Score -7422860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -7422870.000000 Penalty: 12729.192383
	Iteration 43Q: 3 clusters Score -7422870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -7422878.000000 Penalty: 12729.192383
	Iteration 44Q: 3 clusters Score -7422878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -7422877.000000 Penalty: 12729.192383
	Iteration 45Q: 3 clusters Score -7422877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -7422880.500000 Penalty: 12729.192383
	Iteration 46Q: 3 clusters Score -7422880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -7422882.000000 Penalty: 12729.192383
	Iteration 47Q: 3 clusters Score -7422882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -7422882.000000 Penalty: 12729.192383
	Iteration 48F: 3 clusters Score -7422882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Entering Unmasked Estep 
Score: -3640328.250000 Penalty: 5924.252441
	Iteration 0F: 2 clusters Score -3640328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3626452.000000 Penalty: 11848.504883
	Iteration 0F: 3 clusters Score -3626452 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3629831.000000 Penalty: 11848.504883
	Iteration 1F: 3 clusters Score -3629831 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3630389.750000 Penalty: 11848.504883
	Iteration 2F: 3 clusters Score -3630390 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3630737.000000 Penalty: 11848.504883
	Iteration 3Q: 3 clusters Score -3630737 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3630987.500000 Penalty: 11848.504883
	Iteration 4Q: 3 clusters Score -3630988 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3631161.750000 Penalty: 11848.504883
	Iteration 5Q: 3 clusters Score -3631162 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3631272.750000 Penalty: 11848.504883
	Iteration 6Q: 3 clusters Score -3631273 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3631375.500000 Penalty: 11848.504883
	Iteration 7Q: 3 clusters Score -3631376 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3631461.750000 Penalty: 11848.504883
	Iteration 8Q: 3 clusters Score -3631462 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3631526.500000 Penalty: 11848.504883
	Iteration 9Q: 3 clusters Score -3631526 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -3631582.250000 Penalty: 11848.504883
	Iteration 10Q: 3 clusters Score -3631582 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3631636.500000 Penalty: 11848.504883
	Iteration 11Q: 3 clusters Score -3631636 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3631672.250000 Penalty: 11848.504883
	Iteration 12Q: 3 clusters Score -3631672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3631702.000000 Penalty: 11848.504883
	Iteration 13Q: 3 clusters Score -3631702 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3631732.000000 Penalty: 11848.504883
	Iteration 14Q: 3 clusters Score -3631732 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3631764.500000 Penalty: 11848.504883
	Iteration 15Q: 3 clusters Score -3631764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3631789.250000 Penalty: 11848.504883
	Iteration 16Q: 3 clusters Score -3631789 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3631818.750000 Penalty: 11848.504883
	Iteration 17Q: 3 clusters Score -3631819 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3631858.750000 Penalty: 11848.504883
	Iteration 18Q: 3 clusters Score -3631859 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3631900.000000 Penalty: 11848.504883
	Iteration 19Q: 3 clusters Score -3631900 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3631952.500000 Penalty: 11848.504883
	Iteration 20F: 3 clusters Score -3631952 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -3632009.250000 Penalty: 11848.504883
	Iteration 21Q: 3 clusters Score -3632009 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3632057.750000 Penalty: 11848.504883
	Iteration 22Q: 3 clusters Score -3632058 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3632093.500000 Penalty: 11848.504883
	Iteration 23Q: 3 clusters Score -3632094 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3632164.500000 Penalty: 11848.504883
	Iteration 24Q: 3 clusters Score -3632164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3632240.500000 Penalty: 11848.504883
	Iteration 25Q: 3 clusters Score -3632240 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3632352.750000 Penalty: 11848.504883
	Iteration 26Q: 3 clusters Score -3632353 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3632476.750000 Penalty: 11848.504883
	Iteration 27Q: 3 clusters Score -3632477 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3632633.000000 Penalty: 11848.504883
	Iteration 28Q: 3 clusters Score -3632633 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3632786.250000 Penalty: 11848.504883
	Iteration 29Q: 3 clusters Score -3632786 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3632970.000000 Penalty: 11848.504883
	Iteration 30Q: 3 clusters Score -3632970 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3633122.500000 Penalty: 11848.504883
	Iteration 31Q: 3 clusters Score -3633122 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3633324.750000 Penalty: 11848.504883
	Iteration 32Q: 3 clusters Score -3633325 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3633497.750000 Penalty: 11848.504883
	Iteration 33Q: 3 clusters Score -3633498 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3633693.250000 Penalty: 11848.504883
	Iteration 34Q: 3 clusters Score -3633693 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3633891.250000 Penalty: 11848.504883
	Iteration 35Q: 3 clusters Score -3633891 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3634069.750000 Penalty: 11848.504883
	Iteration 36Q: 3 clusters Score -3634070 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3634250.750000 Penalty: 11848.504883
	Iteration 37Q: 3 clusters Score -3634251 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3634387.500000 Penalty: 11848.504883
	Iteration 38Q: 3 clusters Score -3634388 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3634521.000000 Penalty: 11848.504883
	Iteration 39Q: 3 clusters Score -3634521 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3634646.750000 Penalty: 11848.504883
	Iteration 40F: 3 clusters Score -3634647 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3634715.750000 Penalty: 11848.504883
	Iteration 41Q: 3 clusters Score -3634716 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3634800.500000 Penalty: 11848.504883
	Iteration 42Q: 3 clusters Score -3634800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3634870.750000 Penalty: 11848.504883
	Iteration 43Q: 3 clusters Score -3634871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3634920.250000 Penalty: 11848.504883
	Iteration 44Q: 3 clusters Score -3634920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3634968.000000 Penalty: 11848.504883
	Iteration 45Q: 3 clusters Score -3634968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3634990.750000 Penalty: 11848.504883
	Iteration 46Q: 3 clusters Score -3634991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3635004.750000 Penalty: 11848.504883
	Iteration 47Q: 3 clusters Score -3635005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3635041.000000 Penalty: 11848.504883
	Iteration 48Q: 3 clusters Score -3635041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3635051.750000 Penalty: 11848.504883
	Iteration 49Q: 3 clusters Score -3635052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3635058.250000 Penalty: 11848.504883
	Iteration 50Q: 3 clusters Score -3635058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3635073.500000 Penalty: 11848.504883
	Iteration 51Q: 3 clusters Score -3635074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3635076.750000 Penalty: 11848.504883
	Iteration 52Q: 3 clusters Score -3635077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3635091.750000 Penalty: 11848.504883
	Iteration 53Q: 3 clusters Score -3635092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3635104.500000 Penalty: 11848.504883
	Iteration 54Q: 3 clusters Score -3635104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3635112.750000 Penalty: 11848.504883
	Iteration 55Q: 3 clusters Score -3635113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3635109.750000 Penalty: 11848.504883
	Iteration 56Q: 3 clusters Score -3635110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3635113.500000 Penalty: 11848.504883
	Iteration 57Q: 3 clusters Score -3635114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3635119.750000 Penalty: 11848.504883
	Iteration 58Q: 3 clusters Score -3635120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3635128.500000 Penalty: 11848.504883
	Iteration 59Q: 3 clusters Score -3635128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3635126.000000 Penalty: 11848.504883
	Iteration 60F: 3 clusters Score -3635126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3635133.000000 Penalty: 11848.504883
	Iteration 61Q: 3 clusters Score -3635133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3635129.750000 Penalty: 11848.504883
	Iteration 62Q: 3 clusters Score -3635130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3635134.000000 Penalty: 11848.504883
	Iteration 63Q: 3 clusters Score -3635134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3635135.750000 Penalty: 11848.504883
	Iteration 64Q: 3 clusters Score -3635136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3635137.500000 Penalty: 11848.504883
	Iteration 65Q: 3 clusters Score -3635138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3635133.250000 Penalty: 11848.504883
	Iteration 66Q: 3 clusters Score -3635133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3635133.250000 Penalty: 11848.504883
	Iteration 67F: 3 clusters Score -3635133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -217795.125000 Penalty: 4273.584961
	Iteration 0F: 2 clusters Score -217795.1 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 528 members 
Entering Unmasked Estep 
Score: -213980.562500 Penalty: 8547.169922
	Iteration 0F: 3 clusters Score -213980.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -214635.437500 Penalty: 8547.169922
	Iteration 1F: 3 clusters Score -214635.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -214820.140625 Penalty: 8547.169922
	Iteration 2F: 3 clusters Score -214820.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -214917.890625 Penalty: 8547.169922
	Iteration 3Q: 3 clusters Score -214917.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -215030.796875 Penalty: 8547.169922
	Iteration 4Q: 3 clusters Score -215030.8 nChanged 33
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: -215116.234375 Penalty: 8547.169922
	Iteration 5Q: 3 clusters Score -215116.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -215178.000000 Penalty: 8547.169922
	Iteration 6Q: 3 clusters Score -215178 nChanged 19
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: -215233.031250 Penalty: 8547.169922
	Iteration 7Q: 3 clusters Score -215233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -215285.531250 Penalty: 8547.169922
	Iteration 8Q: 3 clusters Score -215285.5 nChanged 18
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: -215335.843750 Penalty: 8547.169922
	Iteration 9Q: 3 clusters Score -215335.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -215395.500000 Penalty: 8547.169922
	Iteration 10Q: 3 clusters Score -215395.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -215453.000000 Penalty: 8547.169922
	Iteration 11Q: 3 clusters Score -215453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -215491.453125 Penalty: 8547.169922
	Iteration 12Q: 3 clusters Score -215491.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -215509.203125 Penalty: 8547.169922
	Iteration 13Q: 3 clusters Score -215509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -215515.671875 Penalty: 8547.169922
	Iteration 14Q: 3 clusters Score -215515.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -215521.593750 Penalty: 8547.169922
	Iteration 15Q: 3 clusters Score -215521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -215529.468750 Penalty: 8547.169922
	Iteration 16Q: 3 clusters Score -215529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -215530.593750 Penalty: 8547.169922
	Iteration 17Q: 3 clusters Score -215530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -215532.609375 Penalty: 8547.169922
	Iteration 18Q: 3 clusters Score -215532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -215537.343750 Penalty: 8547.169922
	Iteration 19Q: 3 clusters Score -215537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -215563.265625 Penalty: 8547.169922
	Iteration 20F: 3 clusters Score -215563.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -215648.718750 Penalty: 8547.169922
	Iteration 21Q: 3 clusters Score -215648.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -215734.796875 Penalty: 8547.169922
	Iteration 22Q: 3 clusters Score -215734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -215833.890625 Penalty: 8547.169922
	Iteration 23Q: 3 clusters Score -215833.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -215887.546875 Penalty: 8547.169922
	Iteration 24Q: 3 clusters Score -215887.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -215927.937500 Penalty: 8547.169922
	Iteration 25Q: 3 clusters Score -215927.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -215969.000000 Penalty: 8547.169922
	Iteration 26Q: 3 clusters Score -215969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -215990.968750 Penalty: 8547.169922
	Iteration 27Q: 3 clusters Score -215991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -216007.718750 Penalty: 8547.169922
	Iteration 28Q: 3 clusters Score -216007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -216021.015625 Penalty: 8547.169922
	Iteration 29Q: 3 clusters Score -216021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -216066.000000 Penalty: 8547.169922
	Iteration 30Q: 3 clusters Score -216066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -216112.250000 Penalty: 8547.169922
	Iteration 31Q: 3 clusters Score -216112.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -216161.390625 Penalty: 8547.169922
	Iteration 32Q: 3 clusters Score -216161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -216194.156250 Penalty: 8547.169922
	Iteration 33Q: 3 clusters Score -216194.2 nChanged 8
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: -216222.359375 Penalty: 8547.169922
	Iteration 34Q: 3 clusters Score -216222.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -216260.015625 Penalty: 8547.169922
	Iteration 35Q: 3 clusters Score -216260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -216291.500000 Penalty: 8547.169922
	Iteration 36Q: 3 clusters Score -216291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -216381.531250 Penalty: 8547.169922
	Iteration 37Q: 3 clusters Score -216381.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -216437.984375 Penalty: 8547.169922
	Iteration 38Q: 3 clusters Score -216438 nChanged 9
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: -216470.187500 Penalty: 8547.169922
	Iteration 39Q: 3 clusters Score -216470.2 nChanged 0
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: -216504.140625 Penalty: 8547.169922
	Iteration 40F: 3 clusters Score -216504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -216536.500000 Penalty: 8547.169922
	Iteration 41Q: 3 clusters Score -216536.5 nChanged 6
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: -216553.546875 Penalty: 8547.169922
	Iteration 42Q: 3 clusters Score -216553.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -216579.421875 Penalty: 8547.169922
	Iteration 43Q: 3 clusters Score -216579.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -216606.921875 Penalty: 8547.169922
	Iteration 44Q: 3 clusters Score -216606.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -216661.359375 Penalty: 8547.169922
	Iteration 45Q: 3 clusters Score -216661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -216689.546875 Penalty: 8547.169922
	Iteration 46Q: 3 clusters Score -216689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -216716.218750 Penalty: 8547.169922
	Iteration 47Q: 3 clusters Score -216716.2 nChanged 2
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: -216720.390625 Penalty: 8547.169922
	Iteration 48Q: 3 clusters Score -216720.4 nChanged 0
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: -216720.390625 Penalty: 8547.169922
	Iteration 49F: 3 clusters Score -216720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Entering Unmasked Estep 
Score: -4545685.000000 Penalty: 6056.162598
	Iteration 0F: 2 clusters Score -4545685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4529379.000000 Penalty: 12112.325195
	Iteration 0F: 3 clusters Score -4529379 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -4533520.000000 Penalty: 12112.325195
	Iteration 1F: 3 clusters Score -4533520 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -4534129.000000 Penalty: 12112.325195
	Iteration 2F: 3 clusters Score -4534129 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -4534539.000000 Penalty: 12112.325195
	Iteration 3Q: 3 clusters Score -4534539 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4534814.000000 Penalty: 12112.325195
	Iteration 4Q: 3 clusters Score -4534814 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4534975.500000 Penalty: 12112.325195
	Iteration 5Q: 3 clusters Score -4534976 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -4535131.000000 Penalty: 12112.325195
	Iteration 6Q: 3 clusters Score -4535131 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -4535274.000000 Penalty: 12112.325195
	Iteration 7Q: 3 clusters Score -4535274 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -4535390.000000 Penalty: 12112.325195
	Iteration 8Q: 3 clusters Score -4535390 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -4535476.000000 Penalty: 12112.325195
	Iteration 9Q: 3 clusters Score -4535476 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -4535547.000000 Penalty: 12112.325195
	Iteration 10Q: 3 clusters Score -4535547 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4535621.000000 Penalty: 12112.325195
	Iteration 11Q: 3 clusters Score -4535621 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -4535665.000000 Penalty: 12112.325195
	Iteration 12Q: 3 clusters Score -4535665 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -4535711.000000 Penalty: 12112.325195
	Iteration 13Q: 3 clusters Score -4535711 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -4535779.500000 Penalty: 12112.325195
	Iteration 14Q: 3 clusters Score -4535780 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4535863.000000 Penalty: 12112.325195
	Iteration 15Q: 3 clusters Score -4535863 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -4535929.500000 Penalty: 12112.325195
	Iteration 16Q: 3 clusters Score -4535930 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4536006.000000 Penalty: 12112.325195
	Iteration 17Q: 3 clusters Score -4536006 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -4536066.000000 Penalty: 12112.325195
	Iteration 18Q: 3 clusters Score -4536066 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4536117.000000 Penalty: 12112.325195
	Iteration 19Q: 3 clusters Score -4536117 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -4536194.000000 Penalty: 12112.325195
	Iteration 20F: 3 clusters Score -4536194 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -4536290.500000 Penalty: 12112.325195
	Iteration 21Q: 3 clusters Score -4536290 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -4536357.500000 Penalty: 12112.325195
	Iteration 22Q: 3 clusters Score -4536358 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -4536479.500000 Penalty: 12112.325195
	Iteration 23Q: 3 clusters Score -4536480 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4536608.500000 Penalty: 12112.325195
	Iteration 24Q: 3 clusters Score -4536608 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4536775.500000 Penalty: 12112.325195
	Iteration 25Q: 3 clusters Score -4536776 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -4536930.500000 Penalty: 12112.325195
	Iteration 26Q: 3 clusters Score -4536930 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4537124.500000 Penalty: 12112.325195
	Iteration 27Q: 3 clusters Score -4537124 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -4537358.000000 Penalty: 12112.325195
	Iteration 28Q: 3 clusters Score -4537358 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4537592.500000 Penalty: 12112.325195
	Iteration 29Q: 3 clusters Score -4537592 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4537867.000000 Penalty: 12112.325195
	Iteration 30Q: 3 clusters Score -4537867 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -4538124.500000 Penalty: 12112.325195
	Iteration 31Q: 3 clusters Score -4538124 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -4538396.000000 Penalty: 12112.325195
	Iteration 32Q: 3 clusters Score -4538396 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4538690.500000 Penalty: 12112.325195
	Iteration 33Q: 3 clusters Score -4538690 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4538979.000000 Penalty: 12112.325195
	Iteration 34Q: 3 clusters Score -4538979 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4539243.500000 Penalty: 12112.325195
	Iteration 35Q: 3 clusters Score -4539244 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -4539463.000000 Penalty: 12112.325195
	Iteration 36Q: 3 clusters Score -4539463 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4539651.500000 Penalty: 12112.325195
	Iteration 37Q: 3 clusters Score -4539652 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4539795.000000 Penalty: 12112.325195
	Iteration 38Q: 3 clusters Score -4539795 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4539889.500000 Penalty: 12112.325195
	Iteration 39Q: 3 clusters Score -4539890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4539971.000000 Penalty: 12112.325195
	Iteration 40F: 3 clusters Score -4539971 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -4540040.000000 Penalty: 12112.325195
	Iteration 41Q: 3 clusters Score -4540040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -4540091.500000 Penalty: 12112.325195
	Iteration 42Q: 3 clusters Score -4540092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4540149.500000 Penalty: 12112.325195
	Iteration 43Q: 3 clusters Score -4540150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -4540186.000000 Penalty: 12112.325195
	Iteration 44Q: 3 clusters Score -4540186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4540209.000000 Penalty: 12112.325195
	Iteration 45Q: 3 clusters Score -4540209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -4540231.000000 Penalty: 12112.325195
	Iteration 46Q: 3 clusters Score -4540231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -4540244.000000 Penalty: 12112.325195
	Iteration 47Q: 3 clusters Score -4540244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -4540256.500000 Penalty: 12112.325195
	Iteration 48Q: 3 clusters Score -4540256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4540269.000000 Penalty: 12112.325195
	Iteration 49Q: 3 clusters Score -4540269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4540283.000000 Penalty: 12112.325195
	Iteration 50Q: 3 clusters Score -4540283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4540300.500000 Penalty: 12112.325195
	Iteration 51Q: 3 clusters Score -4540300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4540304.000000 Penalty: 12112.325195
	Iteration 52Q: 3 clusters Score -4540304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4540311.000000 Penalty: 12112.325195
	Iteration 53Q: 3 clusters Score -4540311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4540316.500000 Penalty: 12112.325195
	Iteration 54Q: 3 clusters Score -4540316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4540330.500000 Penalty: 12112.325195
	Iteration 55Q: 3 clusters Score -4540330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4540339.500000 Penalty: 12112.325195
	Iteration 56Q: 3 clusters Score -4540340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4540344.000000 Penalty: 12112.325195
	Iteration 57Q: 3 clusters Score -4540344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4540351.000000 Penalty: 12112.325195
	Iteration 58Q: 3 clusters Score -4540351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4540366.500000 Penalty: 12112.325195
	Iteration 59Q: 3 clusters Score -4540366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -4540367.000000 Penalty: 12112.325195
	Iteration 60F: 3 clusters Score -4540367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -4540374.000000 Penalty: 12112.325195
	Iteration 61Q: 3 clusters Score -4540374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4540385.000000 Penalty: 12112.325195
	Iteration 62Q: 3 clusters Score -4540385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4540395.000000 Penalty: 12112.325195
	Iteration 63Q: 3 clusters Score -4540395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4540397.000000 Penalty: 12112.325195
	Iteration 64Q: 3 clusters Score -4540397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4540399.500000 Penalty: 12112.325195
	Iteration 65Q: 3 clusters Score -4540400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4540404.000000 Penalty: 12112.325195
	Iteration 66Q: 3 clusters Score -4540404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4540410.500000 Penalty: 12112.325195
	Iteration 67Q: 3 clusters Score -4540410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -4540417.000000 Penalty: 12112.325195
	Iteration 68Q: 3 clusters Score -4540417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -4540423.000000 Penalty: 12112.325195
	Iteration 69Q: 3 clusters Score -4540423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4540423.500000 Penalty: 12112.325195
	Iteration 70Q: 3 clusters Score -4540424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -4540428.500000 Penalty: 12112.325195
	Iteration 71Q: 3 clusters Score -4540428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -4540428.500000 Penalty: 12112.325195
	Iteration 72F: 3 clusters Score -4540428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98835 members 
Entering Unmasked Estep 
Score: -22730284.000000 Penalty: 7044.489746
	Iteration 0F: 2 clusters Score -2.273028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -22663502.000000 Penalty: 14088.979492
	Iteration 0F: 3 clusters Score -2.26635e+07 nChanged 45109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -22688064.000000 Penalty: 14088.979492
	Iteration 1F: 3 clusters Score -2.268806e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -22689358.000000 Penalty: 14088.979492
	Iteration 2Q: 3 clusters Score -2.268936e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -22690506.000000 Penalty: 14088.979492
	Iteration 3Q: 3 clusters Score -2.269051e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -22691582.000000 Penalty: 14088.979492
	Iteration 4Q: 3 clusters Score -2.269158e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -22692634.000000 Penalty: 14088.979492
	Iteration 5Q: 3 clusters Score -2.269263e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -22693640.000000 Penalty: 14088.979492
	Iteration 6Q: 3 clusters Score -2.269364e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -22695042.000000 Penalty: 14088.979492
	Iteration 7Q: 3 clusters Score -2.269504e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -22696532.000000 Penalty: 14088.979492
	Iteration 8Q: 3 clusters Score -2.269653e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -22698170.000000 Penalty: 14088.979492
	Iteration 9Q: 3 clusters Score -2.269817e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -22699320.000000 Penalty: 14088.979492
	Iteration 10Q: 3 clusters Score -2.269932e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -22700676.000000 Penalty: 14088.979492
	Iteration 11Q: 3 clusters Score -2.270068e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -22701964.000000 Penalty: 14088.979492
	Iteration 12Q: 3 clusters Score -2.270196e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -22703276.000000 Penalty: 14088.979492
	Iteration 13Q: 3 clusters Score -2.270328e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -22704640.000000 Penalty: 14088.979492
	Iteration 14Q: 3 clusters Score -2.270464e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -22706146.000000 Penalty: 14088.979492
	Iteration 15Q: 3 clusters Score -2.270615e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -22707772.000000 Penalty: 14088.979492
	Iteration 16Q: 3 clusters Score -2.270777e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -22709760.000000 Penalty: 14088.979492
	Iteration 17Q: 3 clusters Score -2.270976e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -22712192.000000 Penalty: 14088.979492
	Iteration 18Q: 3 clusters Score -2.271219e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -22714526.000000 Penalty: 14088.979492
	Iteration 19Q: 3 clusters Score -2.271453e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -22716480.000000 Penalty: 14088.979492
	Iteration 20F: 3 clusters Score -2.271648e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77815 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -22717498.000000 Penalty: 14088.979492
	Iteration 21Q: 3 clusters Score -2.27175e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -22718286.000000 Penalty: 14088.979492
	Iteration 22Q: 3 clusters Score -2.271829e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -22718858.000000 Penalty: 14088.979492
	Iteration 23Q: 3 clusters Score -2.271886e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -22719436.000000 Penalty: 14088.979492
	Iteration 24Q: 3 clusters Score -2.271944e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -22719926.000000 Penalty: 14088.979492
	Iteration 25Q: 3 clusters Score -2.271993e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -22720386.000000 Penalty: 14088.979492
	Iteration 26Q: 3 clusters Score -2.272039e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -22720822.000000 Penalty: 14088.979492
	Iteration 27Q: 3 clusters Score -2.272082e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -22721264.000000 Penalty: 14088.979492
	Iteration 28Q: 3 clusters Score -2.272126e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -22721676.000000 Penalty: 14088.979492
	Iteration 29Q: 3 clusters Score -2.272168e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87612 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -22721954.000000 Penalty: 14088.979492
	Iteration 30Q: 3 clusters Score -2.272195e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -22722252.000000 Penalty: 14088.979492
	Iteration 31Q: 3 clusters Score -2.272225e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88904 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -22722468.000000 Penalty: 14088.979492
	Iteration 32Q: 3 clusters Score -2.272247e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89459 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -22722540.000000 Penalty: 14088.979492
	Iteration 33Q: 3 clusters Score -2.272254e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -22722648.000000 Penalty: 14088.979492
	Iteration 34Q: 3 clusters Score -2.272265e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -22722742.000000 Penalty: 14088.979492
	Iteration 35Q: 3 clusters Score -2.272274e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -22722914.000000 Penalty: 14088.979492
	Iteration 36Q: 3 clusters Score -2.272291e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -22722950.000000 Penalty: 14088.979492
	Iteration 37Q: 3 clusters Score -2.272295e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -22723078.000000 Penalty: 14088.979492
	Iteration 38Q: 3 clusters Score -2.272308e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -22723184.000000 Penalty: 14088.979492
	Iteration 39Q: 3 clusters Score -2.272318e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92123 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -22723246.000000 Penalty: 14088.979492
	Iteration 40F: 3 clusters Score -2.272325e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -22723320.000000 Penalty: 14088.979492
	Iteration 41Q: 3 clusters Score -2.272332e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -22723392.000000 Penalty: 14088.979492
	Iteration 42Q: 3 clusters Score -2.272339e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -22723438.000000 Penalty: 14088.979492
	Iteration 43Q: 3 clusters Score -2.272344e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -22723526.000000 Penalty: 14088.979492
	Iteration 44Q: 3 clusters Score -2.272353e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -22723532.000000 Penalty: 14088.979492
	Iteration 45Q: 3 clusters Score -2.272353e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -22723602.000000 Penalty: 14088.979492
	Iteration 46Q: 3 clusters Score -2.27236e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -22723658.000000 Penalty: 14088.979492
	Iteration 47Q: 3 clusters Score -2.272366e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -22723696.000000 Penalty: 14088.979492
	Iteration 48Q: 3 clusters Score -2.27237e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -22723684.000000 Penalty: 14088.979492
	Iteration 49Q: 3 clusters Score -2.272368e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -22723748.000000 Penalty: 14088.979492
	Iteration 50Q: 3 clusters Score -2.272375e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -22723742.000000 Penalty: 14088.979492
	Iteration 51Q: 3 clusters Score -2.272374e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -22723732.000000 Penalty: 14088.979492
	Iteration 52Q: 3 clusters Score -2.272373e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94480 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -22723816.000000 Penalty: 14088.979492
	Iteration 53Q: 3 clusters Score -2.272382e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -22723816.000000 Penalty: 14088.979492
	Iteration 54Q: 3 clusters Score -2.272382e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -22723872.000000 Penalty: 14088.979492
	Iteration 55Q: 3 clusters Score -2.272387e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94782 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -22723930.000000 Penalty: 14088.979492
	Iteration 56Q: 3 clusters Score -2.272393e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94889 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -22723954.000000 Penalty: 14088.979492
	Iteration 57Q: 3 clusters Score -2.272395e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -22723990.000000 Penalty: 14088.979492
	Iteration 58Q: 3 clusters Score -2.272399e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -22724030.000000 Penalty: 14088.979492
	Iteration 59Q: 3 clusters Score -2.272403e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -22724076.000000 Penalty: 14088.979492
	Iteration 60F: 3 clusters Score -2.272408e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -22724090.000000 Penalty: 14088.979492
	Iteration 61Q: 3 clusters Score -2.272409e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -22724124.000000 Penalty: 14088.979492
	Iteration 62Q: 3 clusters Score -2.272412e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -22724112.000000 Penalty: 14088.979492
	Iteration 63Q: 3 clusters Score -2.272411e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -22724140.000000 Penalty: 14088.979492
	Iteration 64Q: 3 clusters Score -2.272414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -22724130.000000 Penalty: 14088.979492
	Iteration 65Q: 3 clusters Score -2.272413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -22724140.000000 Penalty: 14088.979492
	Iteration 66Q: 3 clusters Score -2.272414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95436 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -22724176.000000 Penalty: 14088.979492
	Iteration 67Q: 3 clusters Score -2.272418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -22724192.000000 Penalty: 14088.979492
	Iteration 68Q: 3 clusters Score -2.272419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95490 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -22724186.000000 Penalty: 14088.979492
	Iteration 69Q: 3 clusters Score -2.272419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -22724176.000000 Penalty: 14088.979492
	Iteration 70Q: 3 clusters Score -2.272418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -22724200.000000 Penalty: 14088.979492
	Iteration 71Q: 3 clusters Score -2.27242e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -22724218.000000 Penalty: 14088.979492
	Iteration 72Q: 3 clusters Score -2.272422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95587 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -22724206.000000 Penalty: 14088.979492
	Iteration 73Q: 3 clusters Score -2.272421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95604 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -22724214.000000 Penalty: 14088.979492
	Iteration 74Q: 3 clusters Score -2.272421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95618 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -22724232.000000 Penalty: 14088.979492
	Iteration 75Q: 3 clusters Score -2.272423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -22724236.000000 Penalty: 14088.979492
	Iteration 76Q: 3 clusters Score -2.272424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95649 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -22724244.000000 Penalty: 14088.979492
	Iteration 77Q: 3 clusters Score -2.272424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95659 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -22724208.000000 Penalty: 14088.979492
	Iteration 78Q: 3 clusters Score -2.272421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95664 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -22724224.000000 Penalty: 14088.979492
	Iteration 79Q: 3 clusters Score -2.272422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95672 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -22724236.000000 Penalty: 14088.979492
	Iteration 80F: 3 clusters Score -2.272424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95688 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -22724220.000000 Penalty: 14088.979492
	Iteration 81Q: 3 clusters Score -2.272422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95703 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -22724216.000000 Penalty: 14088.979492
	Iteration 82Q: 3 clusters Score -2.272422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -22724210.000000 Penalty: 14088.979492
	Iteration 83Q: 3 clusters Score -2.272421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -22724216.000000 Penalty: 14088.979492
	Iteration 84Q: 3 clusters Score -2.272422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -22724236.000000 Penalty: 14088.979492
	Iteration 85Q: 3 clusters Score -2.272424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -22724230.000000 Penalty: 14088.979492
	Iteration 86Q: 3 clusters Score -2.272423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -22724218.000000 Penalty: 14088.979492
	Iteration 87Q: 3 clusters Score -2.272422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95781 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -22724212.000000 Penalty: 14088.979492
	Iteration 88Q: 3 clusters Score -2.272421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -22724198.000000 Penalty: 14088.979492
	Iteration 89Q: 3 clusters Score -2.27242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -22724212.000000 Penalty: 14088.979492
	Iteration 90Q: 3 clusters Score -2.272421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -22724188.000000 Penalty: 14088.979492
	Iteration 91Q: 3 clusters Score -2.272419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -22724206.000000 Penalty: 14088.979492
	Iteration 92Q: 3 clusters Score -2.272421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -22724216.000000 Penalty: 14088.979492
	Iteration 93Q: 3 clusters Score -2.272422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95832 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -22724198.000000 Penalty: 14088.979492
	Iteration 94Q: 3 clusters Score -2.27242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95841 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -22724204.000000 Penalty: 14088.979492
	Iteration 95Q: 3 clusters Score -2.27242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -22724226.000000 Penalty: 14088.979492
	Iteration 96Q: 3 clusters Score -2.272423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -22724234.000000 Penalty: 14088.979492
	Iteration 97Q: 3 clusters Score -2.272423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -22724242.000000 Penalty: 14088.979492
	Iteration 98Q: 3 clusters Score -2.272424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -22724230.000000 Penalty: 14088.979492
	Iteration 99Q: 3 clusters Score -2.272423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -22724218.000000 Penalty: 14088.979492
	Iteration 100F: 3 clusters Score -2.272422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -22724218.000000 Penalty: 14088.979492
	Iteration 101Q: 3 clusters Score -2.272422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95877 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -22724214.000000 Penalty: 14088.979492
	Iteration 102Q: 3 clusters Score -2.272421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -22724214.000000 Penalty: 14088.979492
	Iteration 103Q: 3 clusters Score -2.272421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -22724214.000000 Penalty: 14088.979492
	Iteration 104Q: 3 clusters Score -2.272421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95883 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -22724228.000000 Penalty: 14088.979492
	Iteration 105Q: 3 clusters Score -2.272423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95886 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -22724238.000000 Penalty: 14088.979492
	Iteration 106Q: 3 clusters Score -2.272424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -22724220.000000 Penalty: 14088.979492
	Iteration 107Q: 3 clusters Score -2.272422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95892 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -22724232.000000 Penalty: 14088.979492
	Iteration 108Q: 3 clusters Score -2.272423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -22724262.000000 Penalty: 14088.979492
	Iteration 109Q: 3 clusters Score -2.272426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -22724258.000000 Penalty: 14088.979492
	Iteration 110Q: 3 clusters Score -2.272426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -22724240.000000 Penalty: 14088.979492
	Iteration 111Q: 3 clusters Score -2.272424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -22724246.000000 Penalty: 14088.979492
	Iteration 112Q: 3 clusters Score -2.272425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -22724234.000000 Penalty: 14088.979492
	Iteration 113Q: 3 clusters Score -2.272423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95943 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -22724264.000000 Penalty: 14088.979492
	Iteration 114Q: 3 clusters Score -2.272426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -22724252.000000 Penalty: 14088.979492
	Iteration 115Q: 3 clusters Score -2.272425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -22724264.000000 Penalty: 14088.979492
	Iteration 116Q: 3 clusters Score -2.272426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95961 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -22724262.000000 Penalty: 14088.979492
	Iteration 117Q: 3 clusters Score -2.272426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -22724272.000000 Penalty: 14088.979492
	Iteration 118Q: 3 clusters Score -2.272427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -22724260.000000 Penalty: 14088.979492
	Iteration 119Q: 3 clusters Score -2.272426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95972 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -22724256.000000 Penalty: 14088.979492
	Iteration 120F: 3 clusters Score -2.272426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95978 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -22724264.000000 Penalty: 14088.979492
	Iteration 121Q: 3 clusters Score -2.272426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95981 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -22724278.000000 Penalty: 14088.979492
	Iteration 122Q: 3 clusters Score -2.272428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95981 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -22724278.000000 Penalty: 14088.979492
	Iteration 123F: 3 clusters Score -2.272428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Entering Unmasked Estep 
Score: -14003058.000000 Penalty: 6751.265625
	Iteration 0F: 2 clusters Score -1.400306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -13959873.000000 Penalty: 13502.531250
	Iteration 0F: 3 clusters Score -1.395987e+07 nChanged 27311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -13974622.000000 Penalty: 13502.531250
	Iteration 1F: 3 clusters Score -1.397462e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -13975598.000000 Penalty: 13502.531250
	Iteration 2Q: 3 clusters Score -1.39756e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -13976327.000000 Penalty: 13502.531250
	Iteration 3Q: 3 clusters Score -1.397633e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -13977063.000000 Penalty: 13502.531250
	Iteration 4Q: 3 clusters Score -1.397706e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -13977819.000000 Penalty: 13502.531250
	Iteration 5Q: 3 clusters Score -1.397782e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -13978715.000000 Penalty: 13502.531250
	Iteration 6Q: 3 clusters Score -1.397872e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -13980049.000000 Penalty: 13502.531250
	Iteration 7Q: 3 clusters Score -1.398005e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -13981851.000000 Penalty: 13502.531250
	Iteration 8F: 3 clusters Score -1.398185e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -13984129.000000 Penalty: 13502.531250
	Iteration 9F: 3 clusters Score -1.398413e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -13987073.000000 Penalty: 13502.531250
	Iteration 10F: 3 clusters Score -1.398707e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -13990025.000000 Penalty: 13502.531250
	Iteration 11F: 3 clusters Score -1.399002e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -13992408.000000 Penalty: 13502.531250
	Iteration 12Q: 3 clusters Score -1.399241e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -13994273.000000 Penalty: 13502.531250
	Iteration 13Q: 3 clusters Score -1.399427e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -13995403.000000 Penalty: 13502.531250
	Iteration 14Q: 3 clusters Score -1.39954e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -13996140.000000 Penalty: 13502.531250
	Iteration 15Q: 3 clusters Score -1.399614e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -13996496.000000 Penalty: 13502.531250
	Iteration 16Q: 3 clusters Score -1.39965e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -13996740.000000 Penalty: 13502.531250
	Iteration 17Q: 3 clusters Score -1.399674e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -13996906.000000 Penalty: 13502.531250
	Iteration 18Q: 3 clusters Score -1.399691e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -13997002.000000 Penalty: 13502.531250
	Iteration 19Q: 3 clusters Score -1.3997e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -13997068.000000 Penalty: 13502.531250
	Iteration 20F: 3 clusters Score -1.399707e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -13997140.000000 Penalty: 13502.531250
	Iteration 21Q: 3 clusters Score -1.399714e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -13997185.000000 Penalty: 13502.531250
	Iteration 22Q: 3 clusters Score -1.399718e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -13997186.000000 Penalty: 13502.531250
	Iteration 23Q: 3 clusters Score -1.399719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -13997197.000000 Penalty: 13502.531250
	Iteration 24Q: 3 clusters Score -1.39972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -13997228.000000 Penalty: 13502.531250
	Iteration 25Q: 3 clusters Score -1.399723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -13997229.000000 Penalty: 13502.531250
	Iteration 26Q: 3 clusters Score -1.399723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -13997228.000000 Penalty: 13502.531250
	Iteration 27Q: 3 clusters Score -1.399723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -13997237.000000 Penalty: 13502.531250
	Iteration 28Q: 3 clusters Score -1.399724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -13997250.000000 Penalty: 13502.531250
	Iteration 29Q: 3 clusters Score -1.399725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -13997252.000000 Penalty: 13502.531250
	Iteration 30Q: 3 clusters Score -1.399725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -13997265.000000 Penalty: 13502.531250
	Iteration 31Q: 3 clusters Score -1.399726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -13997271.000000 Penalty: 13502.531250
	Iteration 32Q: 3 clusters Score -1.399727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -13997271.000000 Penalty: 13502.531250
	Iteration 33Q: 3 clusters Score -1.399727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -13997278.000000 Penalty: 13502.531250
	Iteration 34Q: 3 clusters Score -1.399728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -13997291.000000 Penalty: 13502.531250
	Iteration 35Q: 3 clusters Score -1.399729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -13997299.000000 Penalty: 13502.531250
	Iteration 36Q: 3 clusters Score -1.39973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -13997302.000000 Penalty: 13502.531250
	Iteration 37Q: 3 clusters Score -1.39973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -13997293.000000 Penalty: 13502.531250
	Iteration 38Q: 3 clusters Score -1.399729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -13997300.000000 Penalty: 13502.531250
	Iteration 39Q: 3 clusters Score -1.39973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -13997300.000000 Penalty: 13502.531250
	Iteration 40F: 3 clusters Score -1.39973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Entering Unmasked Estep 
Score: -3018481.250000 Penalty: 5832.946777
	Iteration 0F: 2 clusters Score -3018481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3006055.500000 Penalty: 11665.893555
	Iteration 0F: 3 clusters Score -3006056 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3009023.750000 Penalty: 11665.893555
	Iteration 1F: 3 clusters Score -3009024 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3009544.000000 Penalty: 11665.893555
	Iteration 2F: 3 clusters Score -3009544 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -3009867.750000 Penalty: 11665.893555
	Iteration 3Q: 3 clusters Score -3009868 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3010088.250000 Penalty: 11665.893555
	Iteration 4Q: 3 clusters Score -3010088 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3010248.500000 Penalty: 11665.893555
	Iteration 5Q: 3 clusters Score -3010248 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3010369.500000 Penalty: 11665.893555
	Iteration 6Q: 3 clusters Score -3010370 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3010489.750000 Penalty: 11665.893555
	Iteration 7Q: 3 clusters Score -3010490 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3010581.500000 Penalty: 11665.893555
	Iteration 8Q: 3 clusters Score -3010582 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -3010676.250000 Penalty: 11665.893555
	Iteration 9Q: 3 clusters Score -3010676 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3010761.500000 Penalty: 11665.893555
	Iteration 10Q: 3 clusters Score -3010762 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3010844.500000 Penalty: 11665.893555
	Iteration 11Q: 3 clusters Score -3010844 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3010898.750000 Penalty: 11665.893555
	Iteration 12Q: 3 clusters Score -3010899 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3010980.000000 Penalty: 11665.893555
	Iteration 13Q: 3 clusters Score -3010980 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3011052.750000 Penalty: 11665.893555
	Iteration 14Q: 3 clusters Score -3011053 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3011131.250000 Penalty: 11665.893555
	Iteration 15Q: 3 clusters Score -3011131 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -3011220.000000 Penalty: 11665.893555
	Iteration 16Q: 3 clusters Score -3011220 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3011333.750000 Penalty: 11665.893555
	Iteration 17Q: 3 clusters Score -3011334 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3011436.250000 Penalty: 11665.893555
	Iteration 18Q: 3 clusters Score -3011436 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3011542.250000 Penalty: 11665.893555
	Iteration 19Q: 3 clusters Score -3011542 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3011638.250000 Penalty: 11665.893555
	Iteration 20F: 3 clusters Score -3011638 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3011720.000000 Penalty: 11665.893555
	Iteration 21Q: 3 clusters Score -3011720 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3011803.500000 Penalty: 11665.893555
	Iteration 22Q: 3 clusters Score -3011804 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3011889.500000 Penalty: 11665.893555
	Iteration 23Q: 3 clusters Score -3011890 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3012004.500000 Penalty: 11665.893555
	Iteration 24Q: 3 clusters Score -3012004 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3012106.500000 Penalty: 11665.893555
	Iteration 25Q: 3 clusters Score -3012106 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3012198.750000 Penalty: 11665.893555
	Iteration 26Q: 3 clusters Score -3012199 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3012332.000000 Penalty: 11665.893555
	Iteration 27Q: 3 clusters Score -3012332 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3012476.750000 Penalty: 11665.893555
	Iteration 28Q: 3 clusters Score -3012477 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3012608.750000 Penalty: 11665.893555
	Iteration 29Q: 3 clusters Score -3012609 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3012713.000000 Penalty: 11665.893555
	Iteration 30Q: 3 clusters Score -3012713 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3012833.000000 Penalty: 11665.893555
	Iteration 31Q: 3 clusters Score -3012833 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3012943.000000 Penalty: 11665.893555
	Iteration 32Q: 3 clusters Score -3012943 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3013028.000000 Penalty: 11665.893555
	Iteration 33Q: 3 clusters Score -3013028 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3013113.500000 Penalty: 11665.893555
	Iteration 34Q: 3 clusters Score -3013114 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3013165.500000 Penalty: 11665.893555
	Iteration 35Q: 3 clusters Score -3013166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3013219.750000 Penalty: 11665.893555
	Iteration 36Q: 3 clusters Score -3013220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3013245.750000 Penalty: 11665.893555
	Iteration 37Q: 3 clusters Score -3013246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3013275.750000 Penalty: 11665.893555
	Iteration 38Q: 3 clusters Score -3013276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3013326.750000 Penalty: 11665.893555
	Iteration 39Q: 3 clusters Score -3013327 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3013367.000000 Penalty: 11665.893555
	Iteration 40F: 3 clusters Score -3013367 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3013420.000000 Penalty: 11665.893555
	Iteration 41Q: 3 clusters Score -3013420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3013478.000000 Penalty: 11665.893555
	Iteration 42Q: 3 clusters Score -3013478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3013526.750000 Penalty: 11665.893555
	Iteration 43Q: 3 clusters Score -3013527 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3013587.250000 Penalty: 11665.893555
	Iteration 44Q: 3 clusters Score -3013587 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3013639.250000 Penalty: 11665.893555
	Iteration 45Q: 3 clusters Score -3013639 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3013712.500000 Penalty: 11665.893555
	Iteration 46Q: 3 clusters Score -3013712 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3013762.750000 Penalty: 11665.893555
	Iteration 47Q: 3 clusters Score -3013763 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3013836.500000 Penalty: 11665.893555
	Iteration 48Q: 3 clusters Score -3013836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3013923.500000 Penalty: 11665.893555
	Iteration 49Q: 3 clusters Score -3013924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3013996.500000 Penalty: 11665.893555
	Iteration 50Q: 3 clusters Score -3013996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3014043.750000 Penalty: 11665.893555
	Iteration 51Q: 3 clusters Score -3014044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3014081.750000 Penalty: 11665.893555
	Iteration 52Q: 3 clusters Score -3014082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3014112.750000 Penalty: 11665.893555
	Iteration 53Q: 3 clusters Score -3014113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3014131.750000 Penalty: 11665.893555
	Iteration 54Q: 3 clusters Score -3014132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3014143.500000 Penalty: 11665.893555
	Iteration 55Q: 3 clusters Score -3014144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3014162.750000 Penalty: 11665.893555
	Iteration 56Q: 3 clusters Score -3014163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3014189.750000 Penalty: 11665.893555
	Iteration 57Q: 3 clusters Score -3014190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3014199.750000 Penalty: 11665.893555
	Iteration 58Q: 3 clusters Score -3014200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3014219.750000 Penalty: 11665.893555
	Iteration 59Q: 3 clusters Score -3014220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3014226.250000 Penalty: 11665.893555
	Iteration 60F: 3 clusters Score -3014226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3014237.000000 Penalty: 11665.893555
	Iteration 61Q: 3 clusters Score -3014237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3014243.500000 Penalty: 11665.893555
	Iteration 62Q: 3 clusters Score -3014244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3014253.000000 Penalty: 11665.893555
	Iteration 63Q: 3 clusters Score -3014253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3014260.750000 Penalty: 11665.893555
	Iteration 64Q: 3 clusters Score -3014261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3014258.000000 Penalty: 11665.893555
	Iteration 65Q: 3 clusters Score -3014258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3014271.500000 Penalty: 11665.893555
	Iteration 66Q: 3 clusters Score -3014272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3014274.750000 Penalty: 11665.893555
	Iteration 67Q: 3 clusters Score -3014275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3014271.500000 Penalty: 11665.893555
	Iteration 68Q: 3 clusters Score -3014272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3014279.250000 Penalty: 11665.893555
	Iteration 69Q: 3 clusters Score -3014279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3014279.500000 Penalty: 11665.893555
	Iteration 70Q: 3 clusters Score -3014280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3014286.250000 Penalty: 11665.893555
	Iteration 71Q: 3 clusters Score -3014286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3014284.000000 Penalty: 11665.893555
	Iteration 72Q: 3 clusters Score -3014284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3014291.250000 Penalty: 11665.893555
	Iteration 73Q: 3 clusters Score -3014291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3014296.250000 Penalty: 11665.893555
	Iteration 74Q: 3 clusters Score -3014296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3014295.250000 Penalty: 11665.893555
	Iteration 75Q: 3 clusters Score -3014295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3014296.000000 Penalty: 11665.893555
	Iteration 76Q: 3 clusters Score -3014296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3014296.000000 Penalty: 11665.893555
	Iteration 77Q: 3 clusters Score -3014296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3014297.750000 Penalty: 11665.893555
	Iteration 78Q: 3 clusters Score -3014298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3014299.000000 Penalty: 11665.893555
	Iteration 79Q: 3 clusters Score -3014299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3014296.000000 Penalty: 11665.893555
	Iteration 80F: 3 clusters Score -3014296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3014297.500000 Penalty: 11665.893555
	Iteration 81Q: 3 clusters Score -3014298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3014307.250000 Penalty: 11665.893555
	Iteration 82Q: 3 clusters Score -3014307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3014302.250000 Penalty: 11665.893555
	Iteration 83Q: 3 clusters Score -3014302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3014305.000000 Penalty: 11665.893555
	Iteration 84Q: 3 clusters Score -3014305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3014301.500000 Penalty: 11665.893555
	Iteration 85Q: 3 clusters Score -3014302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3014306.000000 Penalty: 11665.893555
	Iteration 86Q: 3 clusters Score -3014306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3014306.750000 Penalty: 11665.893555
	Iteration 87Q: 3 clusters Score -3014307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3014305.750000 Penalty: 11665.893555
	Iteration 88Q: 3 clusters Score -3014306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3014309.250000 Penalty: 11665.893555
	Iteration 89Q: 3 clusters Score -3014309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3014313.000000 Penalty: 11665.893555
	Iteration 90Q: 3 clusters Score -3014313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3014313.250000 Penalty: 11665.893555
	Iteration 91Q: 3 clusters Score -3014313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3014327.000000 Penalty: 11665.893555
	Iteration 92Q: 3 clusters Score -3014327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3014323.000000 Penalty: 11665.893555
	Iteration 93Q: 3 clusters Score -3014323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3014327.500000 Penalty: 11665.893555
	Iteration 94Q: 3 clusters Score -3014328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3014335.250000 Penalty: 11665.893555
	Iteration 95Q: 3 clusters Score -3014335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3014340.500000 Penalty: 11665.893555
	Iteration 96Q: 3 clusters Score -3014340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3014337.750000 Penalty: 11665.893555
	Iteration 97Q: 3 clusters Score -3014338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3014340.500000 Penalty: 11665.893555
	Iteration 98Q: 3 clusters Score -3014340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3014342.500000 Penalty: 11665.893555
	Iteration 99Q: 3 clusters Score -3014342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3014351.250000 Penalty: 11665.893555
	Iteration 100F: 3 clusters Score -3014351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3014350.750000 Penalty: 11665.893555
	Iteration 101Q: 3 clusters Score -3014351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3014347.500000 Penalty: 11665.893555
	Iteration 102Q: 3 clusters Score -3014348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3014350.000000 Penalty: 11665.893555
	Iteration 103Q: 3 clusters Score -3014350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3014348.000000 Penalty: 11665.893555
	Iteration 104Q: 3 clusters Score -3014348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3014348.000000 Penalty: 11665.893555
	Iteration 105F: 3 clusters Score -3014348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122365 members 
Entering Unmasked Estep 
Score: -27958680.000000 Penalty: 7175.292969
	Iteration 0F: 2 clusters Score -2.795868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -27877758.000000 Penalty: 14350.585938
	Iteration 0F: 3 clusters Score -2.787776e+07 nChanged 56368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -27909086.000000 Penalty: 14350.585938
	Iteration 1F: 3 clusters Score -2.790909e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -27910586.000000 Penalty: 14350.585938
	Iteration 2Q: 3 clusters Score -2.791059e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -27912302.000000 Penalty: 14350.585938
	Iteration 3Q: 3 clusters Score -2.79123e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -27914436.000000 Penalty: 14350.585938
	Iteration 4Q: 3 clusters Score -2.791444e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -27917046.000000 Penalty: 14350.585938
	Iteration 5Q: 3 clusters Score -2.791705e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -27920134.000000 Penalty: 14350.585938
	Iteration 6F: 3 clusters Score -2.792013e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80163 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -27923494.000000 Penalty: 14350.585938
	Iteration 7F: 3 clusters Score -2.792349e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -27927098.000000 Penalty: 14350.585938
	Iteration 8F: 3 clusters Score -2.79271e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -27930968.000000 Penalty: 14350.585938
	Iteration 9F: 3 clusters Score -2.793097e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -27935170.000000 Penalty: 14350.585938
	Iteration 10F: 3 clusters Score -2.793517e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -27938832.000000 Penalty: 14350.585938
	Iteration 11Q: 3 clusters Score -2.793883e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106700 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -27942198.000000 Penalty: 14350.585938
	Iteration 12Q: 3 clusters Score -2.79422e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110666 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -27945368.000000 Penalty: 14350.585938
	Iteration 13Q: 3 clusters Score -2.794537e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113885 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -27947970.000000 Penalty: 14350.585938
	Iteration 14Q: 3 clusters Score -2.794797e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -27949396.000000 Penalty: 14350.585938
	Iteration 15Q: 3 clusters Score -2.79494e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117932 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -27950422.000000 Penalty: 14350.585938
	Iteration 16Q: 3 clusters Score -2.795042e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119062 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -27951318.000000 Penalty: 14350.585938
	Iteration 17Q: 3 clusters Score -2.795132e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119770 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -27951698.000000 Penalty: 14350.585938
	Iteration 18Q: 3 clusters Score -2.79517e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120201 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -27951890.000000 Penalty: 14350.585938
	Iteration 19Q: 3 clusters Score -2.795189e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120447 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -27952090.000000 Penalty: 14350.585938
	Iteration 20F: 3 clusters Score -2.795209e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120602 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -27952240.000000 Penalty: 14350.585938
	Iteration 21Q: 3 clusters Score -2.795224e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120728 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -27952296.000000 Penalty: 14350.585938
	Iteration 22Q: 3 clusters Score -2.79523e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -27952370.000000 Penalty: 14350.585938
	Iteration 23Q: 3 clusters Score -2.795237e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120882 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -27952380.000000 Penalty: 14350.585938
	Iteration 24Q: 3 clusters Score -2.795238e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120935 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -27952432.000000 Penalty: 14350.585938
	Iteration 25Q: 3 clusters Score -2.795243e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -27952486.000000 Penalty: 14350.585938
	Iteration 26Q: 3 clusters Score -2.795249e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121005 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -27952528.000000 Penalty: 14350.585938
	Iteration 27Q: 3 clusters Score -2.795253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121015 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -27952552.000000 Penalty: 14350.585938
	Iteration 28Q: 3 clusters Score -2.795255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121023 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -27952564.000000 Penalty: 14350.585938
	Iteration 29Q: 3 clusters Score -2.795256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121032 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -27952560.000000 Penalty: 14350.585938
	Iteration 30Q: 3 clusters Score -2.795256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -27952574.000000 Penalty: 14350.585938
	Iteration 31Q: 3 clusters Score -2.795257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -27952578.000000 Penalty: 14350.585938
	Iteration 32Q: 3 clusters Score -2.795258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121062 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -27952594.000000 Penalty: 14350.585938
	Iteration 33Q: 3 clusters Score -2.795259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121068 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -27952600.000000 Penalty: 14350.585938
	Iteration 34Q: 3 clusters Score -2.79526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121075 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -27952606.000000 Penalty: 14350.585938
	Iteration 35Q: 3 clusters Score -2.795261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121081 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -27952632.000000 Penalty: 14350.585938
	Iteration 36Q: 3 clusters Score -2.795263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -27952616.000000 Penalty: 14350.585938
	Iteration 37Q: 3 clusters Score -2.795262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -27952618.000000 Penalty: 14350.585938
	Iteration 38Q: 3 clusters Score -2.795262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121104 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -27952612.000000 Penalty: 14350.585938
	Iteration 39Q: 3 clusters Score -2.795261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121104 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -27952616.000000 Penalty: 14350.585938
	Iteration 40F: 3 clusters Score -2.795262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121108 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -27952618.000000 Penalty: 14350.585938
	Iteration 41Q: 3 clusters Score -2.795262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -27952620.000000 Penalty: 14350.585938
	Iteration 42Q: 3 clusters Score -2.795262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -27952622.000000 Penalty: 14350.585938
	Iteration 43Q: 3 clusters Score -2.795262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121114 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -27952610.000000 Penalty: 14350.585938
	Iteration 44Q: 3 clusters Score -2.795261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121114 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -27952610.000000 Penalty: 14350.585938
	Iteration 45Q: 3 clusters Score -2.795261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121115 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -27952616.000000 Penalty: 14350.585938
	Iteration 46Q: 3 clusters Score -2.795262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121115 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -27952616.000000 Penalty: 14350.585938
	Iteration 47F: 3 clusters Score -2.795262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Entering Unmasked Estep 
Score: -9765528.000000 Penalty: 6531.134766
	Iteration 0F: 2 clusters Score -9765528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -9734621.000000 Penalty: 13062.269531
	Iteration 0F: 3 clusters Score -9734621 nChanged 18523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -9744543.000000 Penalty: 13062.269531
	Iteration 1F: 3 clusters Score -9744543 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -9745410.000000 Penalty: 13062.269531
	Iteration 2F: 3 clusters Score -9745410 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -9746184.000000 Penalty: 13062.269531
	Iteration 3Q: 3 clusters Score -9746184 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -9746818.000000 Penalty: 13062.269531
	Iteration 4Q: 3 clusters Score -9746818 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -9747314.000000 Penalty: 13062.269531
	Iteration 5Q: 3 clusters Score -9747314 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -9747770.000000 Penalty: 13062.269531
	Iteration 6Q: 3 clusters Score -9747770 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -9748154.000000 Penalty: 13062.269531
	Iteration 7Q: 3 clusters Score -9748154 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -9748523.000000 Penalty: 13062.269531
	Iteration 8Q: 3 clusters Score -9748523 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -9748921.000000 Penalty: 13062.269531
	Iteration 9Q: 3 clusters Score -9748921 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -9749378.000000 Penalty: 13062.269531
	Iteration 10Q: 3 clusters Score -9749378 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -9749848.000000 Penalty: 13062.269531
	Iteration 11Q: 3 clusters Score -9749848 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -9750377.000000 Penalty: 13062.269531
	Iteration 12Q: 3 clusters Score -9750377 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -9750949.000000 Penalty: 13062.269531
	Iteration 13Q: 3 clusters Score -9750949 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -9751643.000000 Penalty: 13062.269531
	Iteration 14Q: 3 clusters Score -9751643 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -9752527.000000 Penalty: 13062.269531
	Iteration 15Q: 3 clusters Score -9752527 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -9753554.000000 Penalty: 13062.269531
	Iteration 16Q: 3 clusters Score -9753554 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -9754628.000000 Penalty: 13062.269531
	Iteration 17Q: 3 clusters Score -9754628 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -9755742.000000 Penalty: 13062.269531
	Iteration 18Q: 3 clusters Score -9755742 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -9756755.000000 Penalty: 13062.269531
	Iteration 19Q: 3 clusters Score -9756755 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -9757699.000000 Penalty: 13062.269531
	Iteration 20F: 3 clusters Score -9757699 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -9758422.000000 Penalty: 13062.269531
	Iteration 21Q: 3 clusters Score -9758422 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -9758932.000000 Penalty: 13062.269531
	Iteration 22Q: 3 clusters Score -9758932 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -9759280.000000 Penalty: 13062.269531
	Iteration 23Q: 3 clusters Score -9759280 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -9759524.000000 Penalty: 13062.269531
	Iteration 24Q: 3 clusters Score -9759524 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -9759680.000000 Penalty: 13062.269531
	Iteration 25Q: 3 clusters Score -9759680 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -9759803.000000 Penalty: 13062.269531
	Iteration 26Q: 3 clusters Score -9759803 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -9759877.000000 Penalty: 13062.269531
	Iteration 27Q: 3 clusters Score -9759877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -9759907.000000 Penalty: 13062.269531
	Iteration 28Q: 3 clusters Score -9759907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -9759952.000000 Penalty: 13062.269531
	Iteration 29Q: 3 clusters Score -9759952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -9759980.000000 Penalty: 13062.269531
	Iteration 30Q: 3 clusters Score -9759980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -9759979.000000 Penalty: 13062.269531
	Iteration 31Q: 3 clusters Score -9759979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -9759986.000000 Penalty: 13062.269531
	Iteration 32Q: 3 clusters Score -9759986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -9759991.000000 Penalty: 13062.269531
	Iteration 33Q: 3 clusters Score -9759991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -9759999.000000 Penalty: 13062.269531
	Iteration 34Q: 3 clusters Score -9759999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -9759999.000000 Penalty: 13062.269531
	Iteration 35Q: 3 clusters Score -9759999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -9759988.000000 Penalty: 13062.269531
	Iteration 36Q: 3 clusters Score -9759988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -9760002.000000 Penalty: 13062.269531
	Iteration 37Q: 3 clusters Score -9760002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -9760002.000000 Penalty: 13062.269531
	Iteration 38Q: 3 clusters Score -9760002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -9760000.000000 Penalty: 13062.269531
	Iteration 39Q: 3 clusters Score -9760000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -9760013.000000 Penalty: 13062.269531
	Iteration 40F: 3 clusters Score -9760013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -9760017.000000 Penalty: 13062.269531
	Iteration 41Q: 3 clusters Score -9760017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -9760002.000000 Penalty: 13062.269531
	Iteration 42Q: 3 clusters Score -9760002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -9760012.000000 Penalty: 13062.269531
	Iteration 43Q: 3 clusters Score -9760012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -9760013.000000 Penalty: 13062.269531
	Iteration 44Q: 3 clusters Score -9760013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -9760017.000000 Penalty: 13062.269531
	Iteration 45Q: 3 clusters Score -9760017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -9760014.000000 Penalty: 13062.269531
	Iteration 46Q: 3 clusters Score -9760014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -9760017.000000 Penalty: 13062.269531
	Iteration 47Q: 3 clusters Score -9760017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -9760025.000000 Penalty: 13062.269531
	Iteration 48Q: 3 clusters Score -9760025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -9760026.000000 Penalty: 13062.269531
	Iteration 49Q: 3 clusters Score -9760026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -9760034.000000 Penalty: 13062.269531
	Iteration 50Q: 3 clusters Score -9760034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -9760034.000000 Penalty: 13062.269531
	Iteration 51F: 3 clusters Score -9760034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119084 members 
Entering Unmasked Estep 
Score: -27051154.000000 Penalty: 7158.645508
	Iteration 0F: 2 clusters Score -2.705115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -26970256.000000 Penalty: 14317.291016
	Iteration 0F: 3 clusters Score -2.697026e+07 nChanged 54673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -27000880.000000 Penalty: 14317.291016
	Iteration 1F: 3 clusters Score -2.700088e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -27002260.000000 Penalty: 14317.291016
	Iteration 2Q: 3 clusters Score -2.700226e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -27003754.000000 Penalty: 14317.291016
	Iteration 3Q: 3 clusters Score -2.700375e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -27005760.000000 Penalty: 14317.291016
	Iteration 4Q: 3 clusters Score -2.700576e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -27008824.000000 Penalty: 14317.291016
	Iteration 5F: 3 clusters Score -2.700882e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -27013112.000000 Penalty: 14317.291016
	Iteration 6F: 3 clusters Score -2.701311e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 87798 members 
Entering Unmasked Estep 
Score: -27019236.000000 Penalty: 14317.291016
	Iteration 7F: 3 clusters Score -2.701924e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -27025932.000000 Penalty: 14317.291016
	Iteration 8F: 3 clusters Score -2.702593e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 103687 members 
Entering Unmasked Estep 
Score: -27032440.000000 Penalty: 14317.291016
	Iteration 9F: 3 clusters Score -2.703244e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 109635 members 
Entering Unmasked Estep 
Score: -27037410.000000 Penalty: 14317.291016
	Iteration 10F: 3 clusters Score -2.703741e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -27040784.000000 Penalty: 14317.291016
	Iteration 11Q: 3 clusters Score -2.704078e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -27042652.000000 Penalty: 14317.291016
	Iteration 12Q: 3 clusters Score -2.704265e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 116866 members 
Entering Unmasked Estep 
Score: -27043726.000000 Penalty: 14317.291016
	Iteration 13Q: 3 clusters Score -2.704373e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -27044228.000000 Penalty: 14317.291016
	Iteration 14Q: 3 clusters Score -2.704423e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 117724 members 
Entering Unmasked Estep 
Score: -27044478.000000 Penalty: 14317.291016
	Iteration 15Q: 3 clusters Score -2.704448e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 117874 members 
Entering Unmasked Estep 
Score: -27044588.000000 Penalty: 14317.291016
	Iteration 16Q: 3 clusters Score -2.704459e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 117964 members 
Entering Unmasked Estep 
Score: -27044708.000000 Penalty: 14317.291016
	Iteration 17Q: 3 clusters Score -2.704471e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 118029 members 
Entering Unmasked Estep 
Score: -27044782.000000 Penalty: 14317.291016
	Iteration 18Q: 3 clusters Score -2.704478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 118060 members 
Entering Unmasked Estep 
Score: -27044804.000000 Penalty: 14317.291016
	Iteration 19Q: 3 clusters Score -2.70448e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 118088 members 
Entering Unmasked Estep 
Score: -27044822.000000 Penalty: 14317.291016
	Iteration 20F: 3 clusters Score -2.704482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 118107 members 
Entering Unmasked Estep 
Score: -27044860.000000 Penalty: 14317.291016
	Iteration 21Q: 3 clusters Score -2.704486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 118117 members 
Entering Unmasked Estep 
Score: -27044850.000000 Penalty: 14317.291016
	Iteration 22Q: 3 clusters Score -2.704485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 118120 members 
Entering Unmasked Estep 
Score: -27044840.000000 Penalty: 14317.291016
	Iteration 23Q: 3 clusters Score -2.704484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 118121 members 
Entering Unmasked Estep 
Score: -27044842.000000 Penalty: 14317.291016
	Iteration 24Q: 3 clusters Score -2.704484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 118120 members 
Entering Unmasked Estep 
Score: -27044856.000000 Penalty: 14317.291016
	Iteration 25Q: 3 clusters Score -2.704486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 118119 members 
Entering Unmasked Estep 
Score: -27044866.000000 Penalty: 14317.291016
	Iteration 26Q: 3 clusters Score -2.704487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 118119 members 
Entering Unmasked Estep 
Score: -27044866.000000 Penalty: 14317.291016
	Iteration 27F: 3 clusters Score -2.704487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Entering Unmasked Estep 
Score: -13669183.000000 Penalty: 6735.202637
	Iteration 0F: 2 clusters Score -1.366918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -13627079.000000 Penalty: 13470.405273
	Iteration 0F: 3 clusters Score -1.362708e+07 nChanged 26459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -13641414.000000 Penalty: 13470.405273
	Iteration 1F: 3 clusters Score -1.364141e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -13642346.000000 Penalty: 13470.405273
	Iteration 2Q: 3 clusters Score -1.364235e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -13643214.000000 Penalty: 13470.405273
	Iteration 3Q: 3 clusters Score -1.364321e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -13644041.000000 Penalty: 13470.405273
	Iteration 4Q: 3 clusters Score -1.364404e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -13645125.000000 Penalty: 13470.405273
	Iteration 5Q: 3 clusters Score -1.364512e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -13646438.000000 Penalty: 13470.405273
	Iteration 6Q: 3 clusters Score -1.364644e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -13648321.000000 Penalty: 13470.405273
	Iteration 7F: 3 clusters Score -1.364832e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -13650733.000000 Penalty: 13470.405273
	Iteration 8F: 3 clusters Score -1.365073e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -13653725.000000 Penalty: 13470.405273
	Iteration 9F: 3 clusters Score -1.365372e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -13656748.000000 Penalty: 13470.405273
	Iteration 10F: 3 clusters Score -1.365675e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -13659114.000000 Penalty: 13470.405273
	Iteration 11F: 3 clusters Score -1.365911e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -13660879.000000 Penalty: 13470.405273
	Iteration 12Q: 3 clusters Score -1.366088e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -13661873.000000 Penalty: 13470.405273
	Iteration 13Q: 3 clusters Score -1.366187e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -13662455.000000 Penalty: 13470.405273
	Iteration 14Q: 3 clusters Score -1.366246e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -13662804.000000 Penalty: 13470.405273
	Iteration 15Q: 3 clusters Score -1.36628e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -13662986.000000 Penalty: 13470.405273
	Iteration 16Q: 3 clusters Score -1.366299e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -13663151.000000 Penalty: 13470.405273
	Iteration 17Q: 3 clusters Score -1.366315e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -13663216.000000 Penalty: 13470.405273
	Iteration 18Q: 3 clusters Score -1.366322e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -13663269.000000 Penalty: 13470.405273
	Iteration 19Q: 3 clusters Score -1.366327e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13663324.000000 Penalty: 13470.405273
	Iteration 20F: 3 clusters Score -1.366332e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13663341.000000 Penalty: 13470.405273
	Iteration 21Q: 3 clusters Score -1.366334e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13663402.000000 Penalty: 13470.405273
	Iteration 22Q: 3 clusters Score -1.36634e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -13663433.000000 Penalty: 13470.405273
	Iteration 23Q: 3 clusters Score -1.366343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -13663459.000000 Penalty: 13470.405273
	Iteration 24Q: 3 clusters Score -1.366346e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -13663485.000000 Penalty: 13470.405273
	Iteration 25Q: 3 clusters Score -1.366348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13663487.000000 Penalty: 13470.405273
	Iteration 26Q: 3 clusters Score -1.366349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -13663495.000000 Penalty: 13470.405273
	Iteration 27Q: 3 clusters Score -1.36635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -13663501.000000 Penalty: 13470.405273
	Iteration 28Q: 3 clusters Score -1.36635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13663506.000000 Penalty: 13470.405273
	Iteration 29Q: 3 clusters Score -1.366351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13663508.000000 Penalty: 13470.405273
	Iteration 30Q: 3 clusters Score -1.366351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13663524.000000 Penalty: 13470.405273
	Iteration 31Q: 3 clusters Score -1.366352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13663544.000000 Penalty: 13470.405273
	Iteration 32Q: 3 clusters Score -1.366354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13663536.000000 Penalty: 13470.405273
	Iteration 33Q: 3 clusters Score -1.366354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13663543.000000 Penalty: 13470.405273
	Iteration 34Q: 3 clusters Score -1.366354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -13663546.000000 Penalty: 13470.405273
	Iteration 35Q: 3 clusters Score -1.366355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -13663546.000000 Penalty: 13470.405273
	Iteration 36F: 3 clusters Score -1.366355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Entering Unmasked Estep 
Score: -3759718.750000 Penalty: 5974.041016
	Iteration 0F: 2 clusters Score -3759719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3744987.000000 Penalty: 11948.082031
	Iteration 0F: 3 clusters Score -3744987 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3748823.750000 Penalty: 11948.082031
	Iteration 1F: 3 clusters Score -3748824 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3749691.000000 Penalty: 11948.082031
	Iteration 2F: 3 clusters Score -3749691 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3750370.500000 Penalty: 11948.082031
	Iteration 3F: 3 clusters Score -3750370 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3750987.750000 Penalty: 11948.082031
	Iteration 4F: 3 clusters Score -3750988 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3751525.250000 Penalty: 11948.082031
	Iteration 5Q: 3 clusters Score -3751525 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3751901.000000 Penalty: 11948.082031
	Iteration 6Q: 3 clusters Score -3751901 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3752293.750000 Penalty: 11948.082031
	Iteration 7Q: 3 clusters Score -3752294 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3752689.500000 Penalty: 11948.082031
	Iteration 8Q: 3 clusters Score -3752690 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3753051.250000 Penalty: 11948.082031
	Iteration 9Q: 3 clusters Score -3753051 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3753362.500000 Penalty: 11948.082031
	Iteration 10Q: 3 clusters Score -3753362 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3753647.250000 Penalty: 11948.082031
	Iteration 11Q: 3 clusters Score -3753647 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3753921.500000 Penalty: 11948.082031
	Iteration 12Q: 3 clusters Score -3753922 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3754154.750000 Penalty: 11948.082031
	Iteration 13Q: 3 clusters Score -3754155 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3754381.000000 Penalty: 11948.082031
	Iteration 14Q: 3 clusters Score -3754381 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3754569.250000 Penalty: 11948.082031
	Iteration 15Q: 3 clusters Score -3754569 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3754777.000000 Penalty: 11948.082031
	Iteration 16Q: 3 clusters Score -3754777 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3754926.750000 Penalty: 11948.082031
	Iteration 17Q: 3 clusters Score -3754927 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3755086.000000 Penalty: 11948.082031
	Iteration 18Q: 3 clusters Score -3755086 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3755224.250000 Penalty: 11948.082031
	Iteration 19Q: 3 clusters Score -3755224 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3755344.500000 Penalty: 11948.082031
	Iteration 20F: 3 clusters Score -3755344 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3755436.750000 Penalty: 11948.082031
	Iteration 21Q: 3 clusters Score -3755437 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -3755535.250000 Penalty: 11948.082031
	Iteration 22Q: 3 clusters Score -3755535 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3755600.000000 Penalty: 11948.082031
	Iteration 23Q: 3 clusters Score -3755600 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3755665.000000 Penalty: 11948.082031
	Iteration 24Q: 3 clusters Score -3755665 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3755729.500000 Penalty: 11948.082031
	Iteration 25Q: 3 clusters Score -3755730 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3755764.500000 Penalty: 11948.082031
	Iteration 26Q: 3 clusters Score -3755764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3755806.000000 Penalty: 11948.082031
	Iteration 27Q: 3 clusters Score -3755806 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3755839.500000 Penalty: 11948.082031
	Iteration 28Q: 3 clusters Score -3755840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3755861.750000 Penalty: 11948.082031
	Iteration 29Q: 3 clusters Score -3755862 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3755865.750000 Penalty: 11948.082031
	Iteration 30Q: 3 clusters Score -3755866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3755892.250000 Penalty: 11948.082031
	Iteration 31Q: 3 clusters Score -3755892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3755915.000000 Penalty: 11948.082031
	Iteration 32Q: 3 clusters Score -3755915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3755927.500000 Penalty: 11948.082031
	Iteration 33Q: 3 clusters Score -3755928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3755925.250000 Penalty: 11948.082031
	Iteration 34Q: 3 clusters Score -3755925 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3755934.750000 Penalty: 11948.082031
	Iteration 35Q: 3 clusters Score -3755935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3755936.500000 Penalty: 11948.082031
	Iteration 36Q: 3 clusters Score -3755936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3755948.500000 Penalty: 11948.082031
	Iteration 37Q: 3 clusters Score -3755948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3755957.500000 Penalty: 11948.082031
	Iteration 38Q: 3 clusters Score -3755958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3755958.500000 Penalty: 11948.082031
	Iteration 39Q: 3 clusters Score -3755958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3755961.500000 Penalty: 11948.082031
	Iteration 40F: 3 clusters Score -3755962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3755965.000000 Penalty: 11948.082031
	Iteration 41Q: 3 clusters Score -3755965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -3755969.500000 Penalty: 11948.082031
	Iteration 42Q: 3 clusters Score -3755970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3755979.500000 Penalty: 11948.082031
	Iteration 43Q: 3 clusters Score -3755980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3755979.500000 Penalty: 11948.082031
	Iteration 44Q: 3 clusters Score -3755980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3755987.750000 Penalty: 11948.082031
	Iteration 45Q: 3 clusters Score -3755988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3755985.750000 Penalty: 11948.082031
	Iteration 46Q: 3 clusters Score -3755986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3755992.500000 Penalty: 11948.082031
	Iteration 47Q: 3 clusters Score -3755992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3755994.750000 Penalty: 11948.082031
	Iteration 48Q: 3 clusters Score -3755995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3756011.750000 Penalty: 11948.082031
	Iteration 49Q: 3 clusters Score -3756012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3756020.500000 Penalty: 11948.082031
	Iteration 50Q: 3 clusters Score -3756020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3756021.500000 Penalty: 11948.082031
	Iteration 51Q: 3 clusters Score -3756022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3756026.250000 Penalty: 11948.082031
	Iteration 52Q: 3 clusters Score -3756026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3756026.000000 Penalty: 11948.082031
	Iteration 53Q: 3 clusters Score -3756026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3756030.000000 Penalty: 11948.082031
	Iteration 54Q: 3 clusters Score -3756030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3756032.500000 Penalty: 11948.082031
	Iteration 55Q: 3 clusters Score -3756032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3756041.500000 Penalty: 11948.082031
	Iteration 56Q: 3 clusters Score -3756042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3756038.500000 Penalty: 11948.082031
	Iteration 57Q: 3 clusters Score -3756038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3756037.500000 Penalty: 11948.082031
	Iteration 58Q: 3 clusters Score -3756038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3756039.750000 Penalty: 11948.082031
	Iteration 59Q: 3 clusters Score -3756040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3756039.000000 Penalty: 11948.082031
	Iteration 60F: 3 clusters Score -3756039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3756047.750000 Penalty: 11948.082031
	Iteration 61Q: 3 clusters Score -3756048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3756052.250000 Penalty: 11948.082031
	Iteration 62Q: 3 clusters Score -3756052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3756055.500000 Penalty: 11948.082031
	Iteration 63Q: 3 clusters Score -3756056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3756065.500000 Penalty: 11948.082031
	Iteration 64Q: 3 clusters Score -3756066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3756066.250000 Penalty: 11948.082031
	Iteration 65Q: 3 clusters Score -3756066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3756061.000000 Penalty: 11948.082031
	Iteration 66Q: 3 clusters Score -3756061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3756061.250000 Penalty: 11948.082031
	Iteration 67Q: 3 clusters Score -3756061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3756061.250000 Penalty: 11948.082031
	Iteration 68F: 3 clusters Score -3756061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (131386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131386 members 
Entering Unmasked Estep 
Score: -30251166.000000 Penalty: 7218.860352
	Iteration 0F: 2 clusters Score -3.025117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -30166924.000000 Penalty: 14437.720703
	Iteration 0F: 3 clusters Score -3.016692e+07 nChanged 61005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -30200494.000000 Penalty: 14437.720703
	Iteration 1F: 3 clusters Score -3.020049e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -30201776.000000 Penalty: 14437.720703
	Iteration 2Q: 3 clusters Score -3.020178e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -30202984.000000 Penalty: 14437.720703
	Iteration 3Q: 3 clusters Score -3.020298e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -30204644.000000 Penalty: 14437.720703
	Iteration 4Q: 3 clusters Score -3.020464e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 65989 members 
Entering Unmasked Estep 
Score: -30205938.000000 Penalty: 14437.720703
	Iteration 5Q: 3 clusters Score -3.020594e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -30207478.000000 Penalty: 14437.720703
	Iteration 6Q: 3 clusters Score -3.020748e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -30208904.000000 Penalty: 14437.720703
	Iteration 7Q: 3 clusters Score -3.02089e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -30210378.000000 Penalty: 14437.720703
	Iteration 8Q: 3 clusters Score -3.021038e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -30212162.000000 Penalty: 14437.720703
	Iteration 9Q: 3 clusters Score -3.021216e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -30214664.000000 Penalty: 14437.720703
	Iteration 10Q: 3 clusters Score -3.021466e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -30217266.000000 Penalty: 14437.720703
	Iteration 11Q: 3 clusters Score -3.021727e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -30220654.000000 Penalty: 14437.720703
	Iteration 12Q: 3 clusters Score -3.022065e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -30224372.000000 Penalty: 14437.720703
	Iteration 13Q: 3 clusters Score -3.022437e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -30228432.000000 Penalty: 14437.720703
	Iteration 14F: 3 clusters Score -3.022843e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -30231862.000000 Penalty: 14437.720703
	Iteration 15Q: 3 clusters Score -3.023186e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -30234712.000000 Penalty: 14437.720703
	Iteration 16Q: 3 clusters Score -3.023471e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 91603 members 
Entering Unmasked Estep 
Score: -30236420.000000 Penalty: 14437.720703
	Iteration 17Q: 3 clusters Score -3.023642e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 94042 members 
Entering Unmasked Estep 
Score: -30237848.000000 Penalty: 14437.720703
	Iteration 18Q: 3 clusters Score -3.023785e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -30239032.000000 Penalty: 14437.720703
	Iteration 19Q: 3 clusters Score -3.023903e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -30240148.000000 Penalty: 14437.720703
	Iteration 20F: 3 clusters Score -3.024015e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 101061 members 
Entering Unmasked Estep 
Score: -30241042.000000 Penalty: 14437.720703
	Iteration 21Q: 3 clusters Score -3.024104e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 103284 members 
Entering Unmasked Estep 
Score: -30242036.000000 Penalty: 14437.720703
	Iteration 22Q: 3 clusters Score -3.024204e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -30242970.000000 Penalty: 14437.720703
	Iteration 23Q: 3 clusters Score -3.024297e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 107393 members 
Entering Unmasked Estep 
Score: -30243840.000000 Penalty: 14437.720703
	Iteration 24Q: 3 clusters Score -3.024384e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -30244906.000000 Penalty: 14437.720703
	Iteration 25Q: 3 clusters Score -3.024491e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 110850 members 
Entering Unmasked Estep 
Score: -30245860.000000 Penalty: 14437.720703
	Iteration 26Q: 3 clusters Score -3.024586e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 112284 members 
Entering Unmasked Estep 
Score: -30246578.000000 Penalty: 14437.720703
	Iteration 27Q: 3 clusters Score -3.024658e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 113558 members 
Entering Unmasked Estep 
Score: -30247194.000000 Penalty: 14437.720703
	Iteration 28Q: 3 clusters Score -3.024719e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 114605 members 
Entering Unmasked Estep 
Score: -30247686.000000 Penalty: 14437.720703
	Iteration 29Q: 3 clusters Score -3.024769e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 115520 members 
Entering Unmasked Estep 
Score: -30248006.000000 Penalty: 14437.720703
	Iteration 30Q: 3 clusters Score -3.024801e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 116324 members 
Entering Unmasked Estep 
Score: -30248286.000000 Penalty: 14437.720703
	Iteration 31Q: 3 clusters Score -3.024829e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 116957 members 
Entering Unmasked Estep 
Score: -30248550.000000 Penalty: 14437.720703
	Iteration 32Q: 3 clusters Score -3.024855e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 117509 members 
Entering Unmasked Estep 
Score: -30248862.000000 Penalty: 14437.720703
	Iteration 33Q: 3 clusters Score -3.024886e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 118012 members 
Entering Unmasked Estep 
Score: -30249292.000000 Penalty: 14437.720703
	Iteration 34Q: 3 clusters Score -3.024929e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -30249808.000000 Penalty: 14437.720703
	Iteration 35Q: 3 clusters Score -3.024981e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 118903 members 
Entering Unmasked Estep 
Score: -30250298.000000 Penalty: 14437.720703
	Iteration 36Q: 3 clusters Score -3.02503e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 119241 members 
Entering Unmasked Estep 
Score: -30250598.000000 Penalty: 14437.720703
	Iteration 37Q: 3 clusters Score -3.02506e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 119487 members 
Entering Unmasked Estep 
Score: -30250714.000000 Penalty: 14437.720703
	Iteration 38Q: 3 clusters Score -3.025071e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 119657 members 
Entering Unmasked Estep 
Score: -30250780.000000 Penalty: 14437.720703
	Iteration 39Q: 3 clusters Score -3.025078e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -30250836.000000 Penalty: 14437.720703
	Iteration 40F: 3 clusters Score -3.025084e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 119879 members 
Entering Unmasked Estep 
Score: -30250824.000000 Penalty: 14437.720703
	Iteration 41Q: 3 clusters Score -3.025082e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 119955 members 
Entering Unmasked Estep 
Score: -30250762.000000 Penalty: 14437.720703
	Iteration 42Q: 3 clusters Score -3.025076e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 120020 members 
Entering Unmasked Estep 
Score: -30250762.000000 Penalty: 14437.720703
	Iteration 43Q: 3 clusters Score -3.025076e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 120063 members 
Entering Unmasked Estep 
Score: -30250722.000000 Penalty: 14437.720703
	Iteration 44Q: 3 clusters Score -3.025072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 120085 members 
Entering Unmasked Estep 
Score: -30250718.000000 Penalty: 14437.720703
	Iteration 45Q: 3 clusters Score -3.025072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 120098 members 
Entering Unmasked Estep 
Score: -30250708.000000 Penalty: 14437.720703
	Iteration 46Q: 3 clusters Score -3.025071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -30250718.000000 Penalty: 14437.720703
	Iteration 47Q: 3 clusters Score -3.025072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 120112 members 
Entering Unmasked Estep 
Score: -30250734.000000 Penalty: 14437.720703
	Iteration 48Q: 3 clusters Score -3.025073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 120122 members 
Entering Unmasked Estep 
Score: -30250720.000000 Penalty: 14437.720703
	Iteration 49Q: 3 clusters Score -3.025072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 120130 members 
Entering Unmasked Estep 
Score: -30250728.000000 Penalty: 14437.720703
	Iteration 50Q: 3 clusters Score -3.025073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 120134 members 
Entering Unmasked Estep 
Score: -30250718.000000 Penalty: 14437.720703
	Iteration 51Q: 3 clusters Score -3.025072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -30250728.000000 Penalty: 14437.720703
	Iteration 52Q: 3 clusters Score -3.025073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 120140 members 
Entering Unmasked Estep 
Score: -30250730.000000 Penalty: 14437.720703
	Iteration 53Q: 3 clusters Score -3.025073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -30250722.000000 Penalty: 14437.720703
	Iteration 54Q: 3 clusters Score -3.025072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 120142 members 
Entering Unmasked Estep 
Score: -30250724.000000 Penalty: 14437.720703
	Iteration 55Q: 3 clusters Score -3.025072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 120143 members 
Entering Unmasked Estep 
Score: -30250718.000000 Penalty: 14437.720703
	Iteration 56Q: 3 clusters Score -3.025072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 120143 members 
Entering Unmasked Estep 
Score: -30250718.000000 Penalty: 14437.720703
	Iteration 57F: 3 clusters Score -3.025072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Entering Unmasked Estep 
Score: -8345471.000000 Penalty: 6461.258301
	Iteration 0F: 2 clusters Score -8345471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -8317399.000000 Penalty: 12922.516602
	Iteration 0F: 3 clusters Score -8317399 nChanged 16558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -8326835.500000 Penalty: 12922.516602
	Iteration 1F: 3 clusters Score -8326836 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -8328432.000000 Penalty: 12922.516602
	Iteration 2F: 3 clusters Score -8328432 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -8330043.000000 Penalty: 12922.516602
	Iteration 3F: 3 clusters Score -8330043 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -8331728.000000 Penalty: 12922.516602
	Iteration 4F: 3 clusters Score -8331728 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -8333153.500000 Penalty: 12922.516602
	Iteration 5F: 3 clusters Score -8333154 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -8334440.500000 Penalty: 12922.516602
	Iteration 6F: 3 clusters Score -8334440 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -8335596.000000 Penalty: 12922.516602
	Iteration 7Q: 3 clusters Score -8335596 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -8336502.000000 Penalty: 12922.516602
	Iteration 8Q: 3 clusters Score -8336502 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -8337289.000000 Penalty: 12922.516602
	Iteration 9Q: 3 clusters Score -8337289 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -8337901.000000 Penalty: 12922.516602
	Iteration 10Q: 3 clusters Score -8337901 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -8338475.500000 Penalty: 12922.516602
	Iteration 11Q: 3 clusters Score -8338476 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -8338923.000000 Penalty: 12922.516602
	Iteration 12Q: 3 clusters Score -8338923 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -8339297.000000 Penalty: 12922.516602
	Iteration 13Q: 3 clusters Score -8339297 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -8339580.000000 Penalty: 12922.516602
	Iteration 14Q: 3 clusters Score -8339580 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -8339790.000000 Penalty: 12922.516602
	Iteration 15Q: 3 clusters Score -8339790 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -8339965.000000 Penalty: 12922.516602
	Iteration 16Q: 3 clusters Score -8339965 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -8340077.500000 Penalty: 12922.516602
	Iteration 17Q: 3 clusters Score -8340078 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -8340182.000000 Penalty: 12922.516602
	Iteration 18Q: 3 clusters Score -8340182 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -8340274.000000 Penalty: 12922.516602
	Iteration 19Q: 3 clusters Score -8340274 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -8340316.500000 Penalty: 12922.516602
	Iteration 20F: 3 clusters Score -8340316 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -8340354.000000 Penalty: 12922.516602
	Iteration 21Q: 3 clusters Score -8340354 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -8340410.500000 Penalty: 12922.516602
	Iteration 22Q: 3 clusters Score -8340410 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -8340445.000000 Penalty: 12922.516602
	Iteration 23Q: 3 clusters Score -8340445 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -8340475.500000 Penalty: 12922.516602
	Iteration 24Q: 3 clusters Score -8340476 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -8340510.500000 Penalty: 12922.516602
	Iteration 25Q: 3 clusters Score -8340510 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -8340542.500000 Penalty: 12922.516602
	Iteration 26Q: 3 clusters Score -8340542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -8340554.500000 Penalty: 12922.516602
	Iteration 27Q: 3 clusters Score -8340554 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -8340580.500000 Penalty: 12922.516602
	Iteration 28Q: 3 clusters Score -8340580 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -8340609.000000 Penalty: 12922.516602
	Iteration 29Q: 3 clusters Score -8340609 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -8340646.000000 Penalty: 12922.516602
	Iteration 30Q: 3 clusters Score -8340646 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -8340684.500000 Penalty: 12922.516602
	Iteration 31Q: 3 clusters Score -8340684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -8340703.000000 Penalty: 12922.516602
	Iteration 32Q: 3 clusters Score -8340703 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -8340733.500000 Penalty: 12922.516602
	Iteration 33Q: 3 clusters Score -8340734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -8340752.500000 Penalty: 12922.516602
	Iteration 34Q: 3 clusters Score -8340752 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -8340772.500000 Penalty: 12922.516602
	Iteration 35Q: 3 clusters Score -8340772 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -8340789.500000 Penalty: 12922.516602
	Iteration 36Q: 3 clusters Score -8340790 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -8340806.500000 Penalty: 12922.516602
	Iteration 37Q: 3 clusters Score -8340806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -8340839.500000 Penalty: 12922.516602
	Iteration 38Q: 3 clusters Score -8340840 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -8340847.500000 Penalty: 12922.516602
	Iteration 39Q: 3 clusters Score -8340848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -8340863.000000 Penalty: 12922.516602
	Iteration 40F: 3 clusters Score -8340863 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -8340912.500000 Penalty: 12922.516602
	Iteration 41Q: 3 clusters Score -8340912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -8340918.000000 Penalty: 12922.516602
	Iteration 42Q: 3 clusters Score -8340918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -8340946.000000 Penalty: 12922.516602
	Iteration 43Q: 3 clusters Score -8340946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -8340981.500000 Penalty: 12922.516602
	Iteration 44Q: 3 clusters Score -8340982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -8340997.500000 Penalty: 12922.516602
	Iteration 45Q: 3 clusters Score -8340998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -8341004.500000 Penalty: 12922.516602
	Iteration 46Q: 3 clusters Score -8341004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -8340980.000000 Penalty: 12922.516602
	Iteration 47Q: 3 clusters Score -8340980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -8341004.500000 Penalty: 12922.516602
	Iteration 48Q: 3 clusters Score -8341004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -8341035.500000 Penalty: 12922.516602
	Iteration 49Q: 3 clusters Score -8341036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -8341042.000000 Penalty: 12922.516602
	Iteration 50Q: 3 clusters Score -8341042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -8341065.500000 Penalty: 12922.516602
	Iteration 51Q: 3 clusters Score -8341066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -8341074.000000 Penalty: 12922.516602
	Iteration 52Q: 3 clusters Score -8341074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -8341083.500000 Penalty: 12922.516602
	Iteration 53Q: 3 clusters Score -8341084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -8341082.000000 Penalty: 12922.516602
	Iteration 54Q: 3 clusters Score -8341082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -8341090.500000 Penalty: 12922.516602
	Iteration 55Q: 3 clusters Score -8341090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -8341086.000000 Penalty: 12922.516602
	Iteration 56Q: 3 clusters Score -8341086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -8341082.500000 Penalty: 12922.516602
	Iteration 57Q: 3 clusters Score -8341082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -8341099.500000 Penalty: 12922.516602
	Iteration 58Q: 3 clusters Score -8341100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -8341111.000000 Penalty: 12922.516602
	Iteration 59Q: 3 clusters Score -8341111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -8341134.500000 Penalty: 12922.516602
	Iteration 60F: 3 clusters Score -8341134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -8341133.500000 Penalty: 12922.516602
	Iteration 61Q: 3 clusters Score -8341134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -8341148.500000 Penalty: 12922.516602
	Iteration 62Q: 3 clusters Score -8341148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -8341149.500000 Penalty: 12922.516602
	Iteration 63Q: 3 clusters Score -8341150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -8341162.500000 Penalty: 12922.516602
	Iteration 64Q: 3 clusters Score -8341162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -8341168.500000 Penalty: 12922.516602
	Iteration 65Q: 3 clusters Score -8341168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -8341154.000000 Penalty: 12922.516602
	Iteration 66Q: 3 clusters Score -8341154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -8341151.500000 Penalty: 12922.516602
	Iteration 67Q: 3 clusters Score -8341152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -8341179.000000 Penalty: 12922.516602
	Iteration 68Q: 3 clusters Score -8341179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -8341178.500000 Penalty: 12922.516602
	Iteration 69Q: 3 clusters Score -8341178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -8341190.500000 Penalty: 12922.516602
	Iteration 70Q: 3 clusters Score -8341190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -8341189.000000 Penalty: 12922.516602
	Iteration 71Q: 3 clusters Score -8341189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -8341198.000000 Penalty: 12922.516602
	Iteration 72Q: 3 clusters Score -8341198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -8341202.000000 Penalty: 12922.516602
	Iteration 73Q: 3 clusters Score -8341202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -8341190.500000 Penalty: 12922.516602
	Iteration 74Q: 3 clusters Score -8341190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -8341202.500000 Penalty: 12922.516602
	Iteration 75Q: 3 clusters Score -8341202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -8341210.500000 Penalty: 12922.516602
	Iteration 76Q: 3 clusters Score -8341210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -8341218.500000 Penalty: 12922.516602
	Iteration 77Q: 3 clusters Score -8341218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -8341222.000000 Penalty: 12922.516602
	Iteration 78Q: 3 clusters Score -8341222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -8341213.500000 Penalty: 12922.516602
	Iteration 79Q: 3 clusters Score -8341214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -8341222.000000 Penalty: 12922.516602
	Iteration 80F: 3 clusters Score -8341222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -8341227.500000 Penalty: 12922.516602
	Iteration 81Q: 3 clusters Score -8341228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -8341228.000000 Penalty: 12922.516602
	Iteration 82Q: 3 clusters Score -8341228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -8341225.500000 Penalty: 12922.516602
	Iteration 83Q: 3 clusters Score -8341226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -8341227.500000 Penalty: 12922.516602
	Iteration 84Q: 3 clusters Score -8341228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -8341243.500000 Penalty: 12922.516602
	Iteration 85Q: 3 clusters Score -8341244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -8341248.500000 Penalty: 12922.516602
	Iteration 86Q: 3 clusters Score -8341248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -8341247.500000 Penalty: 12922.516602
	Iteration 87Q: 3 clusters Score -8341248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -8341247.500000 Penalty: 12922.516602
	Iteration 88Q: 3 clusters Score -8341248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -8341238.500000 Penalty: 12922.516602
	Iteration 89Q: 3 clusters Score -8341238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -8341238.500000 Penalty: 12922.516602
	Iteration 90Q: 3 clusters Score -8341238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -8341242.500000 Penalty: 12922.516602
	Iteration 91Q: 3 clusters Score -8341242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -8341240.000000 Penalty: 12922.516602
	Iteration 92Q: 3 clusters Score -8341240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -8341239.500000 Penalty: 12922.516602
	Iteration 93Q: 3 clusters Score -8341240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -8341243.500000 Penalty: 12922.516602
	Iteration 94Q: 3 clusters Score -8341244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -8341242.500000 Penalty: 12922.516602
	Iteration 95Q: 3 clusters Score -8341242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -8341246.000000 Penalty: 12922.516602
	Iteration 96Q: 3 clusters Score -8341246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -8341249.500000 Penalty: 12922.516602
	Iteration 97Q: 3 clusters Score -8341250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -8341240.000000 Penalty: 12922.516602
	Iteration 98Q: 3 clusters Score -8341240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -8341243.500000 Penalty: 12922.516602
	Iteration 99Q: 3 clusters Score -8341244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -8341256.500000 Penalty: 12922.516602
	Iteration 100F: 3 clusters Score -8341256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -8341252.000000 Penalty: 12922.516602
	Iteration 101Q: 3 clusters Score -8341252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -8341254.500000 Penalty: 12922.516602
	Iteration 102Q: 3 clusters Score -8341254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -8341254.500000 Penalty: 12922.516602
	Iteration 103F: 3 clusters Score -8341254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Entering Unmasked Estep 
Score: -16396313.000000 Penalty: 6852.428223
	Iteration 0F: 2 clusters Score -1.639631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -16346226.000000 Penalty: 13704.856445
	Iteration 0F: 3 clusters Score -1.634623e+07 nChanged 32479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -16363911.000000 Penalty: 13704.856445
	Iteration 1F: 3 clusters Score -1.636391e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -16364872.000000 Penalty: 13704.856445
	Iteration 2Q: 3 clusters Score -1.636487e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -16365710.000000 Penalty: 13704.856445
	Iteration 3Q: 3 clusters Score -1.636571e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -16366684.000000 Penalty: 13704.856445
	Iteration 4Q: 3 clusters Score -1.636668e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -16367840.000000 Penalty: 13704.856445
	Iteration 5Q: 3 clusters Score -1.636784e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -16369623.000000 Penalty: 13704.856445
	Iteration 6Q: 3 clusters Score -1.636962e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -16372368.000000 Penalty: 13704.856445
	Iteration 7F: 3 clusters Score -1.637237e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -16375894.000000 Penalty: 13704.856445
	Iteration 8F: 3 clusters Score -1.637589e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -16380343.000000 Penalty: 13704.856445
	Iteration 9F: 3 clusters Score -1.638034e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -16384442.000000 Penalty: 13704.856445
	Iteration 10F: 3 clusters Score -1.638444e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -16387493.000000 Penalty: 13704.856445
	Iteration 11Q: 3 clusters Score -1.638749e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -16389582.000000 Penalty: 13704.856445
	Iteration 12Q: 3 clusters Score -1.638958e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -16391036.000000 Penalty: 13704.856445
	Iteration 13Q: 3 clusters Score -1.639104e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -16391957.000000 Penalty: 13704.856445
	Iteration 14Q: 3 clusters Score -1.639196e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -16392513.000000 Penalty: 13704.856445
	Iteration 15Q: 3 clusters Score -1.639251e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65268 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -16392840.000000 Penalty: 13704.856445
	Iteration 16Q: 3 clusters Score -1.639284e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -16392985.000000 Penalty: 13704.856445
	Iteration 17Q: 3 clusters Score -1.639298e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -16393080.000000 Penalty: 13704.856445
	Iteration 18Q: 3 clusters Score -1.639308e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -16393128.000000 Penalty: 13704.856445
	Iteration 19Q: 3 clusters Score -1.639313e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -16393184.000000 Penalty: 13704.856445
	Iteration 20F: 3 clusters Score -1.639318e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -16393256.000000 Penalty: 13704.856445
	Iteration 21Q: 3 clusters Score -1.639326e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -16393284.000000 Penalty: 13704.856445
	Iteration 22Q: 3 clusters Score -1.639328e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -16393316.000000 Penalty: 13704.856445
	Iteration 23Q: 3 clusters Score -1.639332e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -16393317.000000 Penalty: 13704.856445
	Iteration 24Q: 3 clusters Score -1.639332e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -16393335.000000 Penalty: 13704.856445
	Iteration 25Q: 3 clusters Score -1.639334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -16393342.000000 Penalty: 13704.856445
	Iteration 26Q: 3 clusters Score -1.639334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -16393342.000000 Penalty: 13704.856445
	Iteration 27Q: 3 clusters Score -1.639334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -16393361.000000 Penalty: 13704.856445
	Iteration 28Q: 3 clusters Score -1.639336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -16393358.000000 Penalty: 13704.856445
	Iteration 29Q: 3 clusters Score -1.639336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -16393346.000000 Penalty: 13704.856445
	Iteration 30Q: 3 clusters Score -1.639335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -16393357.000000 Penalty: 13704.856445
	Iteration 31Q: 3 clusters Score -1.639336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -16393358.000000 Penalty: 13704.856445
	Iteration 32Q: 3 clusters Score -1.639336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -16393363.000000 Penalty: 13704.856445
	Iteration 33Q: 3 clusters Score -1.639336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -16393368.000000 Penalty: 13704.856445
	Iteration 34Q: 3 clusters Score -1.639337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -16393367.000000 Penalty: 13704.856445
	Iteration 35Q: 3 clusters Score -1.639337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -16393363.000000 Penalty: 13704.856445
	Iteration 36Q: 3 clusters Score -1.639336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -16393370.000000 Penalty: 13704.856445
	Iteration 37Q: 3 clusters Score -1.639337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -16393365.000000 Penalty: 13704.856445
	Iteration 38Q: 3 clusters Score -1.639336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -16393367.000000 Penalty: 13704.856445
	Iteration 39Q: 3 clusters Score -1.639337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -16393367.000000 Penalty: 13704.856445
	Iteration 40F: 3 clusters Score -1.639337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Entering Unmasked Estep 
Score: -3631859.500000 Penalty: 5934.850098
	Iteration 0F: 2 clusters Score -3631860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3617819.750000 Penalty: 11869.700195
	Iteration 0F: 3 clusters Score -3617820 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3621306.250000 Penalty: 11869.700195
	Iteration 1F: 3 clusters Score -3621306 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3622258.750000 Penalty: 11869.700195
	Iteration 2F: 3 clusters Score -3622259 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3623077.250000 Penalty: 11869.700195
	Iteration 3F: 3 clusters Score -3623077 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -3623733.250000 Penalty: 11869.700195
	Iteration 4F: 3 clusters Score -3623733 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3624302.750000 Penalty: 11869.700195
	Iteration 5F: 3 clusters Score -3624303 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3624792.000000 Penalty: 11869.700195
	Iteration 6Q: 3 clusters Score -3624792 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3625258.750000 Penalty: 11869.700195
	Iteration 7Q: 3 clusters Score -3625259 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3625667.000000 Penalty: 11869.700195
	Iteration 8Q: 3 clusters Score -3625667 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3626053.500000 Penalty: 11869.700195
	Iteration 9Q: 3 clusters Score -3626054 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3626380.250000 Penalty: 11869.700195
	Iteration 10Q: 3 clusters Score -3626380 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3626657.500000 Penalty: 11869.700195
	Iteration 11Q: 3 clusters Score -3626658 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3626881.000000 Penalty: 11869.700195
	Iteration 12Q: 3 clusters Score -3626881 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3627064.750000 Penalty: 11869.700195
	Iteration 13Q: 3 clusters Score -3627065 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3627214.750000 Penalty: 11869.700195
	Iteration 14Q: 3 clusters Score -3627215 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3627343.750000 Penalty: 11869.700195
	Iteration 15Q: 3 clusters Score -3627344 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3627434.250000 Penalty: 11869.700195
	Iteration 16Q: 3 clusters Score -3627434 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3627490.500000 Penalty: 11869.700195
	Iteration 17Q: 3 clusters Score -3627490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3627557.500000 Penalty: 11869.700195
	Iteration 18Q: 3 clusters Score -3627558 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3627616.000000 Penalty: 11869.700195
	Iteration 19Q: 3 clusters Score -3627616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3627655.250000 Penalty: 11869.700195
	Iteration 20F: 3 clusters Score -3627655 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3627683.000000 Penalty: 11869.700195
	Iteration 21Q: 3 clusters Score -3627683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3627716.000000 Penalty: 11869.700195
	Iteration 22Q: 3 clusters Score -3627716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3627745.750000 Penalty: 11869.700195
	Iteration 23Q: 3 clusters Score -3627746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3627788.000000 Penalty: 11869.700195
	Iteration 24Q: 3 clusters Score -3627788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3627808.000000 Penalty: 11869.700195
	Iteration 25Q: 3 clusters Score -3627808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3627817.000000 Penalty: 11869.700195
	Iteration 26Q: 3 clusters Score -3627817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3627842.750000 Penalty: 11869.700195
	Iteration 27Q: 3 clusters Score -3627843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3627848.000000 Penalty: 11869.700195
	Iteration 28Q: 3 clusters Score -3627848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3627849.500000 Penalty: 11869.700195
	Iteration 29Q: 3 clusters Score -3627850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3627858.750000 Penalty: 11869.700195
	Iteration 30Q: 3 clusters Score -3627859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3627871.750000 Penalty: 11869.700195
	Iteration 31Q: 3 clusters Score -3627872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3627869.750000 Penalty: 11869.700195
	Iteration 32Q: 3 clusters Score -3627870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3627882.750000 Penalty: 11869.700195
	Iteration 33Q: 3 clusters Score -3627883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3627886.750000 Penalty: 11869.700195
	Iteration 34Q: 3 clusters Score -3627887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3627890.500000 Penalty: 11869.700195
	Iteration 35Q: 3 clusters Score -3627890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3627897.750000 Penalty: 11869.700195
	Iteration 36Q: 3 clusters Score -3627898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3627907.750000 Penalty: 11869.700195
	Iteration 37Q: 3 clusters Score -3627908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3627910.750000 Penalty: 11869.700195
	Iteration 38Q: 3 clusters Score -3627911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3627919.250000 Penalty: 11869.700195
	Iteration 39Q: 3 clusters Score -3627919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3627928.750000 Penalty: 11869.700195
	Iteration 40F: 3 clusters Score -3627929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3627926.250000 Penalty: 11869.700195
	Iteration 41Q: 3 clusters Score -3627926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3627933.250000 Penalty: 11869.700195
	Iteration 42Q: 3 clusters Score -3627933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3627930.750000 Penalty: 11869.700195
	Iteration 43Q: 3 clusters Score -3627931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3627932.000000 Penalty: 11869.700195
	Iteration 44Q: 3 clusters Score -3627932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3627937.500000 Penalty: 11869.700195
	Iteration 45Q: 3 clusters Score -3627938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3627934.750000 Penalty: 11869.700195
	Iteration 46Q: 3 clusters Score -3627935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3627934.750000 Penalty: 11869.700195
	Iteration 47F: 3 clusters Score -3627935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Entering Unmasked Estep 
Score: -16293766.000000 Penalty: 6867.463379
	Iteration 0F: 2 clusters Score -1.629377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -16242595.000000 Penalty: 13734.926758
	Iteration 0F: 3 clusters Score -1.62426e+07 nChanged 33400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -16260446.000000 Penalty: 13734.926758
	Iteration 1F: 3 clusters Score -1.626045e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -16261613.000000 Penalty: 13734.926758
	Iteration 2Q: 3 clusters Score -1.626161e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -16262896.000000 Penalty: 13734.926758
	Iteration 3Q: 3 clusters Score -1.62629e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -16264488.000000 Penalty: 13734.926758
	Iteration 4Q: 3 clusters Score -1.626449e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -16266594.000000 Penalty: 13734.926758
	Iteration 5Q: 3 clusters Score -1.626659e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -16269005.000000 Penalty: 13734.926758
	Iteration 6F: 3 clusters Score -1.6269e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -16271624.000000 Penalty: 13734.926758
	Iteration 7F: 3 clusters Score -1.627162e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -16274009.000000 Penalty: 13734.926758
	Iteration 8F: 3 clusters Score -1.627401e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -16275844.000000 Penalty: 13734.926758
	Iteration 9F: 3 clusters Score -1.627584e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -16277481.000000 Penalty: 13734.926758
	Iteration 10Q: 3 clusters Score -1.627748e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -16278865.000000 Penalty: 13734.926758
	Iteration 11Q: 3 clusters Score -1.627886e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -16280192.000000 Penalty: 13734.926758
	Iteration 12Q: 3 clusters Score -1.628019e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -16281666.000000 Penalty: 13734.926758
	Iteration 13Q: 3 clusters Score -1.628167e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -16283200.000000 Penalty: 13734.926758
	Iteration 14Q: 3 clusters Score -1.62832e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -16284683.000000 Penalty: 13734.926758
	Iteration 15Q: 3 clusters Score -1.628468e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -16285995.000000 Penalty: 13734.926758
	Iteration 16Q: 3 clusters Score -1.6286e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -16287157.000000 Penalty: 13734.926758
	Iteration 17Q: 3 clusters Score -1.628716e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -16287988.000000 Penalty: 13734.926758
	Iteration 18Q: 3 clusters Score -1.628799e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -16288591.000000 Penalty: 13734.926758
	Iteration 19Q: 3 clusters Score -1.628859e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -16289021.000000 Penalty: 13734.926758
	Iteration 20F: 3 clusters Score -1.628902e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -16289291.000000 Penalty: 13734.926758
	Iteration 21Q: 3 clusters Score -1.628929e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -16289665.000000 Penalty: 13734.926758
	Iteration 22Q: 3 clusters Score -1.628966e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -16289904.000000 Penalty: 13734.926758
	Iteration 23Q: 3 clusters Score -1.62899e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -16290159.000000 Penalty: 13734.926758
	Iteration 24Q: 3 clusters Score -1.629016e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -16290403.000000 Penalty: 13734.926758
	Iteration 25Q: 3 clusters Score -1.62904e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -16290567.000000 Penalty: 13734.926758
	Iteration 26Q: 3 clusters Score -1.629057e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -16290734.000000 Penalty: 13734.926758
	Iteration 27Q: 3 clusters Score -1.629073e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -16290844.000000 Penalty: 13734.926758
	Iteration 28Q: 3 clusters Score -1.629084e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -16290978.000000 Penalty: 13734.926758
	Iteration 29Q: 3 clusters Score -1.629098e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -16291077.000000 Penalty: 13734.926758
	Iteration 30Q: 3 clusters Score -1.629108e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -16291160.000000 Penalty: 13734.926758
	Iteration 31Q: 3 clusters Score -1.629116e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -16291228.000000 Penalty: 13734.926758
	Iteration 32Q: 3 clusters Score -1.629123e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -16291344.000000 Penalty: 13734.926758
	Iteration 33Q: 3 clusters Score -1.629134e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -16291366.000000 Penalty: 13734.926758
	Iteration 34Q: 3 clusters Score -1.629137e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -16291431.000000 Penalty: 13734.926758
	Iteration 35Q: 3 clusters Score -1.629143e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -16291503.000000 Penalty: 13734.926758
	Iteration 36Q: 3 clusters Score -1.62915e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -16291560.000000 Penalty: 13734.926758
	Iteration 37Q: 3 clusters Score -1.629156e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -16291584.000000 Penalty: 13734.926758
	Iteration 38Q: 3 clusters Score -1.629158e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -16291603.000000 Penalty: 13734.926758
	Iteration 39Q: 3 clusters Score -1.62916e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
Score: -16291660.000000 Penalty: 13734.926758
	Iteration 40F: 3 clusters Score -1.629166e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -16291736.000000 Penalty: 13734.926758
	Iteration 41Q: 3 clusters Score -1.629174e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 67055 members 
Entering Unmasked Estep 
Score: -16291730.000000 Penalty: 13734.926758
	Iteration 42Q: 3 clusters Score -1.629173e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -16291747.000000 Penalty: 13734.926758
	Iteration 43Q: 3 clusters Score -1.629175e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -16291815.000000 Penalty: 13734.926758
	Iteration 44Q: 3 clusters Score -1.629182e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -16291820.000000 Penalty: 13734.926758
	Iteration 45Q: 3 clusters Score -1.629182e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -16291831.000000 Penalty: 13734.926758
	Iteration 46Q: 3 clusters Score -1.629183e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -16291864.000000 Penalty: 13734.926758
	Iteration 47Q: 3 clusters Score -1.629186e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -16291879.000000 Penalty: 13734.926758
	Iteration 48Q: 3 clusters Score -1.629188e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -16291859.000000 Penalty: 13734.926758
	Iteration 49Q: 3 clusters Score -1.629186e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -16291902.000000 Penalty: 13734.926758
	Iteration 50Q: 3 clusters Score -1.62919e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -16291939.000000 Penalty: 13734.926758
	Iteration 51Q: 3 clusters Score -1.629194e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -16291984.000000 Penalty: 13734.926758
	Iteration 52Q: 3 clusters Score -1.629198e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -16291967.000000 Penalty: 13734.926758
	Iteration 53Q: 3 clusters Score -1.629197e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -16291985.000000 Penalty: 13734.926758
	Iteration 54Q: 3 clusters Score -1.629198e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -16292015.000000 Penalty: 13734.926758
	Iteration 55Q: 3 clusters Score -1.629202e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -16292022.000000 Penalty: 13734.926758
	Iteration 56Q: 3 clusters Score -1.629202e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -16292019.000000 Penalty: 13734.926758
	Iteration 57Q: 3 clusters Score -1.629202e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -16292046.000000 Penalty: 13734.926758
	Iteration 58Q: 3 clusters Score -1.629205e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -16292041.000000 Penalty: 13734.926758
	Iteration 59Q: 3 clusters Score -1.629204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -16292069.000000 Penalty: 13734.926758
	Iteration 60F: 3 clusters Score -1.629207e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -16292077.000000 Penalty: 13734.926758
	Iteration 61Q: 3 clusters Score -1.629208e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
Score: -16292076.000000 Penalty: 13734.926758
	Iteration 62Q: 3 clusters Score -1.629208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -16292088.000000 Penalty: 13734.926758
	Iteration 63Q: 3 clusters Score -1.629209e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -16292087.000000 Penalty: 13734.926758
	Iteration 64Q: 3 clusters Score -1.629209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -16292091.000000 Penalty: 13734.926758
	Iteration 65Q: 3 clusters Score -1.629209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -16292104.000000 Penalty: 13734.926758
	Iteration 66Q: 3 clusters Score -1.62921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -16292085.000000 Penalty: 13734.926758
	Iteration 67Q: 3 clusters Score -1.629208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -16292100.000000 Penalty: 13734.926758
	Iteration 68Q: 3 clusters Score -1.62921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -16292102.000000 Penalty: 13734.926758
	Iteration 69Q: 3 clusters Score -1.62921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -16292097.000000 Penalty: 13734.926758
	Iteration 70Q: 3 clusters Score -1.62921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -16292090.000000 Penalty: 13734.926758
	Iteration 71Q: 3 clusters Score -1.629209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -16292098.000000 Penalty: 13734.926758
	Iteration 72Q: 3 clusters Score -1.62921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -16292098.000000 Penalty: 13734.926758
	Iteration 73F: 3 clusters Score -1.62921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Entering Unmasked Estep 
Score: -12650236.000000 Penalty: 6720.203613
	Iteration 0F: 2 clusters Score -1.265024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -12609470.000000 Penalty: 13440.407227
	Iteration 0F: 3 clusters Score -1.260947e+07 nChanged 25809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -12623999.000000 Penalty: 13440.407227
	Iteration 1F: 3 clusters Score -1.2624e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -12626582.000000 Penalty: 13440.407227
	Iteration 2F: 3 clusters Score -1.262658e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -12630095.000000 Penalty: 13440.407227
	Iteration 3F: 3 clusters Score -1.26301e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -12634045.000000 Penalty: 13440.407227
	Iteration 4F: 3 clusters Score -1.263404e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -12637523.000000 Penalty: 13440.407227
	Iteration 5F: 3 clusters Score -1.263752e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -12640091.000000 Penalty: 13440.407227
	Iteration 6F: 3 clusters Score -1.264009e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -12641591.000000 Penalty: 13440.407227
	Iteration 7F: 3 clusters Score -1.264159e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -12642462.000000 Penalty: 13440.407227
	Iteration 8Q: 3 clusters Score -1.264246e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -12642942.000000 Penalty: 13440.407227
	Iteration 9Q: 3 clusters Score -1.264294e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -12643241.000000 Penalty: 13440.407227
	Iteration 10Q: 3 clusters Score -1.264324e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -12643420.000000 Penalty: 13440.407227
	Iteration 11Q: 3 clusters Score -1.264342e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -12643634.000000 Penalty: 13440.407227
	Iteration 12Q: 3 clusters Score -1.264363e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -12643740.000000 Penalty: 13440.407227
	Iteration 13Q: 3 clusters Score -1.264374e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -12643830.000000 Penalty: 13440.407227
	Iteration 14Q: 3 clusters Score -1.264383e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -12643966.000000 Penalty: 13440.407227
	Iteration 15Q: 3 clusters Score -1.264397e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -12644095.000000 Penalty: 13440.407227
	Iteration 16Q: 3 clusters Score -1.26441e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -12644262.000000 Penalty: 13440.407227
	Iteration 17Q: 3 clusters Score -1.264426e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -12644359.000000 Penalty: 13440.407227
	Iteration 18Q: 3 clusters Score -1.264436e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -12644409.000000 Penalty: 13440.407227
	Iteration 19Q: 3 clusters Score -1.264441e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -12644488.000000 Penalty: 13440.407227
	Iteration 20F: 3 clusters Score -1.264449e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -12644580.000000 Penalty: 13440.407227
	Iteration 21Q: 3 clusters Score -1.264458e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -12644643.000000 Penalty: 13440.407227
	Iteration 22Q: 3 clusters Score -1.264464e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -12644720.000000 Penalty: 13440.407227
	Iteration 23Q: 3 clusters Score -1.264472e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -12644836.000000 Penalty: 13440.407227
	Iteration 24Q: 3 clusters Score -1.264484e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -12644859.000000 Penalty: 13440.407227
	Iteration 25Q: 3 clusters Score -1.264486e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -12644949.000000 Penalty: 13440.407227
	Iteration 26Q: 3 clusters Score -1.264495e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -12645047.000000 Penalty: 13440.407227
	Iteration 27Q: 3 clusters Score -1.264505e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -12645123.000000 Penalty: 13440.407227
	Iteration 28Q: 3 clusters Score -1.264512e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -12645218.000000 Penalty: 13440.407227
	Iteration 29Q: 3 clusters Score -1.264522e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -12645331.000000 Penalty: 13440.407227
	Iteration 30Q: 3 clusters Score -1.264533e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -12645339.000000 Penalty: 13440.407227
	Iteration 31Q: 3 clusters Score -1.264534e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -12645366.000000 Penalty: 13440.407227
	Iteration 32Q: 3 clusters Score -1.264537e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -12645440.000000 Penalty: 13440.407227
	Iteration 33Q: 3 clusters Score -1.264544e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -12645530.000000 Penalty: 13440.407227
	Iteration 34Q: 3 clusters Score -1.264553e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -12645574.000000 Penalty: 13440.407227
	Iteration 35Q: 3 clusters Score -1.264557e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -12645597.000000 Penalty: 13440.407227
	Iteration 36Q: 3 clusters Score -1.26456e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -12645600.000000 Penalty: 13440.407227
	Iteration 37Q: 3 clusters Score -1.26456e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -12645699.000000 Penalty: 13440.407227
	Iteration 38Q: 3 clusters Score -1.26457e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -12645723.000000 Penalty: 13440.407227
	Iteration 39Q: 3 clusters Score -1.264572e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -12645776.000000 Penalty: 13440.407227
	Iteration 40F: 3 clusters Score -1.264578e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -12645827.000000 Penalty: 13440.407227
	Iteration 41Q: 3 clusters Score -1.264583e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -12645862.000000 Penalty: 13440.407227
	Iteration 42Q: 3 clusters Score -1.264586e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -12645881.000000 Penalty: 13440.407227
	Iteration 43Q: 3 clusters Score -1.264588e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -12645872.000000 Penalty: 13440.407227
	Iteration 44Q: 3 clusters Score -1.264587e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -12645917.000000 Penalty: 13440.407227
	Iteration 45Q: 3 clusters Score -1.264592e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -12645977.000000 Penalty: 13440.407227
	Iteration 46Q: 3 clusters Score -1.264598e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -12645984.000000 Penalty: 13440.407227
	Iteration 47Q: 3 clusters Score -1.264598e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -12646005.000000 Penalty: 13440.407227
	Iteration 48Q: 3 clusters Score -1.2646e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -12646025.000000 Penalty: 13440.407227
	Iteration 49Q: 3 clusters Score -1.264602e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -12646067.000000 Penalty: 13440.407227
	Iteration 50Q: 3 clusters Score -1.264607e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -12646078.000000 Penalty: 13440.407227
	Iteration 51Q: 3 clusters Score -1.264608e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -12646090.000000 Penalty: 13440.407227
	Iteration 52Q: 3 clusters Score -1.264609e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -12646083.000000 Penalty: 13440.407227
	Iteration 53Q: 3 clusters Score -1.264608e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -12646131.000000 Penalty: 13440.407227
	Iteration 54Q: 3 clusters Score -1.264613e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -12646111.000000 Penalty: 13440.407227
	Iteration 55Q: 3 clusters Score -1.264611e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -12646159.000000 Penalty: 13440.407227
	Iteration 56Q: 3 clusters Score -1.264616e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -12646163.000000 Penalty: 13440.407227
	Iteration 57Q: 3 clusters Score -1.264616e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -12646209.000000 Penalty: 13440.407227
	Iteration 58Q: 3 clusters Score -1.264621e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -12646221.000000 Penalty: 13440.407227
	Iteration 59Q: 3 clusters Score -1.264622e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -12646281.000000 Penalty: 13440.407227
	Iteration 60F: 3 clusters Score -1.264628e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -12646259.000000 Penalty: 13440.407227
	Iteration 61Q: 3 clusters Score -1.264626e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -12646277.000000 Penalty: 13440.407227
	Iteration 62Q: 3 clusters Score -1.264628e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -12646269.000000 Penalty: 13440.407227
	Iteration 63Q: 3 clusters Score -1.264627e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -12646311.000000 Penalty: 13440.407227
	Iteration 64Q: 3 clusters Score -1.264631e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -12646340.000000 Penalty: 13440.407227
	Iteration 65Q: 3 clusters Score -1.264634e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -12646370.000000 Penalty: 13440.407227
	Iteration 66Q: 3 clusters Score -1.264637e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -12646374.000000 Penalty: 13440.407227
	Iteration 67Q: 3 clusters Score -1.264637e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -12646392.000000 Penalty: 13440.407227
	Iteration 68Q: 3 clusters Score -1.264639e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -12646428.000000 Penalty: 13440.407227
	Iteration 69Q: 3 clusters Score -1.264643e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -12646451.000000 Penalty: 13440.407227
	Iteration 70Q: 3 clusters Score -1.264645e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -12646501.000000 Penalty: 13440.407227
	Iteration 71Q: 3 clusters Score -1.26465e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -12646483.000000 Penalty: 13440.407227
	Iteration 72Q: 3 clusters Score -1.264648e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -12646503.000000 Penalty: 13440.407227
	Iteration 73Q: 3 clusters Score -1.26465e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -12646516.000000 Penalty: 13440.407227
	Iteration 74Q: 3 clusters Score -1.264652e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -12646522.000000 Penalty: 13440.407227
	Iteration 75Q: 3 clusters Score -1.264652e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -12646536.000000 Penalty: 13440.407227
	Iteration 76Q: 3 clusters Score -1.264654e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -12646506.000000 Penalty: 13440.407227
	Iteration 77Q: 3 clusters Score -1.264651e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -12646573.000000 Penalty: 13440.407227
	Iteration 78Q: 3 clusters Score -1.264657e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -12646607.000000 Penalty: 13440.407227
	Iteration 79Q: 3 clusters Score -1.264661e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -12646586.000000 Penalty: 13440.407227
	Iteration 80F: 3 clusters Score -1.264659e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -12646596.000000 Penalty: 13440.407227
	Iteration 81Q: 3 clusters Score -1.26466e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -12646606.000000 Penalty: 13440.407227
	Iteration 82Q: 3 clusters Score -1.264661e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -12646623.000000 Penalty: 13440.407227
	Iteration 83Q: 3 clusters Score -1.264662e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -12646627.000000 Penalty: 13440.407227
	Iteration 84Q: 3 clusters Score -1.264663e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -12646609.000000 Penalty: 13440.407227
	Iteration 85Q: 3 clusters Score -1.264661e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -12646657.000000 Penalty: 13440.407227
	Iteration 86Q: 3 clusters Score -1.264666e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -12646677.000000 Penalty: 13440.407227
	Iteration 87Q: 3 clusters Score -1.264668e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -12646683.000000 Penalty: 13440.407227
	Iteration 88Q: 3 clusters Score -1.264668e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -12646692.000000 Penalty: 13440.407227
	Iteration 89Q: 3 clusters Score -1.264669e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -12646708.000000 Penalty: 13440.407227
	Iteration 90Q: 3 clusters Score -1.264671e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -12646704.000000 Penalty: 13440.407227
	Iteration 91Q: 3 clusters Score -1.26467e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -12646758.000000 Penalty: 13440.407227
	Iteration 92Q: 3 clusters Score -1.264676e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -12646742.000000 Penalty: 13440.407227
	Iteration 93Q: 3 clusters Score -1.264674e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -12646776.000000 Penalty: 13440.407227
	Iteration 94Q: 3 clusters Score -1.264678e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -12646796.000000 Penalty: 13440.407227
	Iteration 95Q: 3 clusters Score -1.26468e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -12646789.000000 Penalty: 13440.407227
	Iteration 96Q: 3 clusters Score -1.264679e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -12646805.000000 Penalty: 13440.407227
	Iteration 97Q: 3 clusters Score -1.26468e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -12646852.000000 Penalty: 13440.407227
	Iteration 98Q: 3 clusters Score -1.264685e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -12646858.000000 Penalty: 13440.407227
	Iteration 99Q: 3 clusters Score -1.264686e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -12646900.000000 Penalty: 13440.407227
	Iteration 100F: 3 clusters Score -1.26469e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -12646864.000000 Penalty: 13440.407227
	Iteration 101Q: 3 clusters Score -1.264686e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -12646899.000000 Penalty: 13440.407227
	Iteration 102Q: 3 clusters Score -1.26469e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -12646945.000000 Penalty: 13440.407227
	Iteration 103Q: 3 clusters Score -1.264694e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -12646924.000000 Penalty: 13440.407227
	Iteration 104Q: 3 clusters Score -1.264692e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -12646940.000000 Penalty: 13440.407227
	Iteration 105Q: 3 clusters Score -1.264694e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -12646942.000000 Penalty: 13440.407227
	Iteration 106Q: 3 clusters Score -1.264694e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -12646959.000000 Penalty: 13440.407227
	Iteration 107Q: 3 clusters Score -1.264696e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -12646957.000000 Penalty: 13440.407227
	Iteration 108Q: 3 clusters Score -1.264696e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -12646980.000000 Penalty: 13440.407227
	Iteration 109Q: 3 clusters Score -1.264698e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -12646980.000000 Penalty: 13440.407227
	Iteration 110Q: 3 clusters Score -1.264698e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -12647018.000000 Penalty: 13440.407227
	Iteration 111Q: 3 clusters Score -1.264702e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -12647025.000000 Penalty: 13440.407227
	Iteration 112Q: 3 clusters Score -1.264702e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -12647036.000000 Penalty: 13440.407227
	Iteration 113Q: 3 clusters Score -1.264704e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -12647063.000000 Penalty: 13440.407227
	Iteration 114Q: 3 clusters Score -1.264706e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -12647076.000000 Penalty: 13440.407227
	Iteration 115Q: 3 clusters Score -1.264708e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -12647071.000000 Penalty: 13440.407227
	Iteration 116Q: 3 clusters Score -1.264707e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -12647070.000000 Penalty: 13440.407227
	Iteration 117Q: 3 clusters Score -1.264707e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -12647090.000000 Penalty: 13440.407227
	Iteration 118Q: 3 clusters Score -1.264709e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -12647147.000000 Penalty: 13440.407227
	Iteration 119Q: 3 clusters Score -1.264715e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -12647164.000000 Penalty: 13440.407227
	Iteration 120F: 3 clusters Score -1.264716e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -12647201.000000 Penalty: 13440.407227
	Iteration 121Q: 3 clusters Score -1.26472e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -12647167.000000 Penalty: 13440.407227
	Iteration 122Q: 3 clusters Score -1.264717e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -12647161.000000 Penalty: 13440.407227
	Iteration 123Q: 3 clusters Score -1.264716e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -12647166.000000 Penalty: 13440.407227
	Iteration 124Q: 3 clusters Score -1.264717e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -12647224.000000 Penalty: 13440.407227
	Iteration 125Q: 3 clusters Score -1.264722e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -12647252.000000 Penalty: 13440.407227
	Iteration 126Q: 3 clusters Score -1.264725e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -12647303.000000 Penalty: 13440.407227
	Iteration 127Q: 3 clusters Score -1.26473e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -12647295.000000 Penalty: 13440.407227
	Iteration 128Q: 3 clusters Score -1.26473e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -12647313.000000 Penalty: 13440.407227
	Iteration 129Q: 3 clusters Score -1.264731e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -12647306.000000 Penalty: 13440.407227
	Iteration 130Q: 3 clusters Score -1.264731e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -12647302.000000 Penalty: 13440.407227
	Iteration 131Q: 3 clusters Score -1.26473e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -12647322.000000 Penalty: 13440.407227
	Iteration 132Q: 3 clusters Score -1.264732e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -12647382.000000 Penalty: 13440.407227
	Iteration 133Q: 3 clusters Score -1.264738e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -12647392.000000 Penalty: 13440.407227
	Iteration 134Q: 3 clusters Score -1.264739e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -12647421.000000 Penalty: 13440.407227
	Iteration 135Q: 3 clusters Score -1.264742e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -12647478.000000 Penalty: 13440.407227
	Iteration 136Q: 3 clusters Score -1.264748e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -12647557.000000 Penalty: 13440.407227
	Iteration 137Q: 3 clusters Score -1.264756e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -12647620.000000 Penalty: 13440.407227
	Iteration 138Q: 3 clusters Score -1.264762e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -12647776.000000 Penalty: 13440.407227
	Iteration 139Q: 3 clusters Score -1.264778e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -12647891.000000 Penalty: 13440.407227
	Iteration 140F: 3 clusters Score -1.264789e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -12648091.000000 Penalty: 13440.407227
	Iteration 141Q: 3 clusters Score -1.264809e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -12648480.000000 Penalty: 13440.407227
	Iteration 142Q: 3 clusters Score -1.264848e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -12648775.000000 Penalty: 13440.407227
	Iteration 143Q: 3 clusters Score -1.264878e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -12649044.000000 Penalty: 13440.407227
	Iteration 144Q: 3 clusters Score -1.264904e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -12649174.000000 Penalty: 13440.407227
	Iteration 145Q: 3 clusters Score -1.264917e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -12649298.000000 Penalty: 13440.407227
	Iteration 146Q: 3 clusters Score -1.26493e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -12649364.000000 Penalty: 13440.407227
	Iteration 147Q: 3 clusters Score -1.264936e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -12649393.000000 Penalty: 13440.407227
	Iteration 148Q: 3 clusters Score -1.264939e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -12649411.000000 Penalty: 13440.407227
	Iteration 149Q: 3 clusters Score -1.264941e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -12649374.000000 Penalty: 13440.407227
	Iteration 150Q: 3 clusters Score -1.264937e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -12649378.000000 Penalty: 13440.407227
	Iteration 151Q: 3 clusters Score -1.264938e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -12649430.000000 Penalty: 13440.407227
	Iteration 152Q: 3 clusters Score -1.264943e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -12649437.000000 Penalty: 13440.407227
	Iteration 153Q: 3 clusters Score -1.264944e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -12649447.000000 Penalty: 13440.407227
	Iteration 154Q: 3 clusters Score -1.264945e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -12649480.000000 Penalty: 13440.407227
	Iteration 155Q: 3 clusters Score -1.264948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -12649483.000000 Penalty: 13440.407227
	Iteration 156Q: 3 clusters Score -1.264948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -12649505.000000 Penalty: 13440.407227
	Iteration 157Q: 3 clusters Score -1.26495e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -12649478.000000 Penalty: 13440.407227
	Iteration 158Q: 3 clusters Score -1.264948e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -12649497.000000 Penalty: 13440.407227
	Iteration 159Q: 3 clusters Score -1.26495e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -12649516.000000 Penalty: 13440.407227
	Iteration 160F: 3 clusters Score -1.264952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -12649497.000000 Penalty: 13440.407227
	Iteration 161Q: 3 clusters Score -1.26495e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -12649504.000000 Penalty: 13440.407227
	Iteration 162Q: 3 clusters Score -1.26495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -12649505.000000 Penalty: 13440.407227
	Iteration 163Q: 3 clusters Score -1.26495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -12649530.000000 Penalty: 13440.407227
	Iteration 164Q: 3 clusters Score -1.264953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -12649516.000000 Penalty: 13440.407227
	Iteration 165Q: 3 clusters Score -1.264952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -12649525.000000 Penalty: 13440.407227
	Iteration 166Q: 3 clusters Score -1.264952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -12649518.000000 Penalty: 13440.407227
	Iteration 167Q: 3 clusters Score -1.264952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -12649517.000000 Penalty: 13440.407227
	Iteration 168Q: 3 clusters Score -1.264952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -12649513.000000 Penalty: 13440.407227
	Iteration 169Q: 3 clusters Score -1.264951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -12649520.000000 Penalty: 13440.407227
	Iteration 170Q: 3 clusters Score -1.264952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -12649525.000000 Penalty: 13440.407227
	Iteration 171Q: 3 clusters Score -1.264952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -12649511.000000 Penalty: 13440.407227
	Iteration 172Q: 3 clusters Score -1.264951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -12649515.000000 Penalty: 13440.407227
	Iteration 173Q: 3 clusters Score -1.264952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -12649509.000000 Penalty: 13440.407227
	Iteration 174Q: 3 clusters Score -1.264951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -12649512.000000 Penalty: 13440.407227
	Iteration 175Q: 3 clusters Score -1.264951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -12649517.000000 Penalty: 13440.407227
	Iteration 176Q: 3 clusters Score -1.264952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -12649516.000000 Penalty: 13440.407227
	Iteration 177Q: 3 clusters Score -1.264952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -12649538.000000 Penalty: 13440.407227
	Iteration 178Q: 3 clusters Score -1.264954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -12649553.000000 Penalty: 13440.407227
	Iteration 179Q: 3 clusters Score -1.264955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -12649555.000000 Penalty: 13440.407227
	Iteration 180F: 3 clusters Score -1.264956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -12649541.000000 Penalty: 13440.407227
	Iteration 181Q: 3 clusters Score -1.264954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -12649560.000000 Penalty: 13440.407227
	Iteration 182Q: 3 clusters Score -1.264956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -12649554.000000 Penalty: 13440.407227
	Iteration 183Q: 3 clusters Score -1.264955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -12649561.000000 Penalty: 13440.407227
	Iteration 184Q: 3 clusters Score -1.264956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -12649567.000000 Penalty: 13440.407227
	Iteration 185Q: 3 clusters Score -1.264957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -12649559.000000 Penalty: 13440.407227
	Iteration 186Q: 3 clusters Score -1.264956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -12649552.000000 Penalty: 13440.407227
	Iteration 187Q: 3 clusters Score -1.264955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -12649552.000000 Penalty: 13440.407227
	Iteration 188F: 3 clusters Score -1.264955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Entering Unmasked Estep 
Score: -4678176.000000 Penalty: 6095.944824
	Iteration 0F: 2 clusters Score -4678176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -4661103.500000 Penalty: 12191.889648
	Iteration 0F: 3 clusters Score -4661104 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -4666499.500000 Penalty: 12191.889648
	Iteration 1F: 3 clusters Score -4666500 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -4668037.000000 Penalty: 12191.889648
	Iteration 2F: 3 clusters Score -4668037 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -4669559.500000 Penalty: 12191.889648
	Iteration 3F: 3 clusters Score -4669560 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -4670922.000000 Penalty: 12191.889648
	Iteration 4F: 3 clusters Score -4670922 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4672077.500000 Penalty: 12191.889648
	Iteration 5F: 3 clusters Score -4672078 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4672943.500000 Penalty: 12191.889648
	Iteration 6F: 3 clusters Score -4672944 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -4673637.000000 Penalty: 12191.889648
	Iteration 7Q: 3 clusters Score -4673637 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -4674135.500000 Penalty: 12191.889648
	Iteration 8Q: 3 clusters Score -4674136 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4674558.000000 Penalty: 12191.889648
	Iteration 9Q: 3 clusters Score -4674558 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4674878.000000 Penalty: 12191.889648
	Iteration 10Q: 3 clusters Score -4674878 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -4675122.000000 Penalty: 12191.889648
	Iteration 11Q: 3 clusters Score -4675122 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4675356.500000 Penalty: 12191.889648
	Iteration 12Q: 3 clusters Score -4675356 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -4675552.500000 Penalty: 12191.889648
	Iteration 13Q: 3 clusters Score -4675552 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4675745.500000 Penalty: 12191.889648
	Iteration 14Q: 3 clusters Score -4675746 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -4675874.500000 Penalty: 12191.889648
	Iteration 15Q: 3 clusters Score -4675874 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4676027.000000 Penalty: 12191.889648
	Iteration 16Q: 3 clusters Score -4676027 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4676171.000000 Penalty: 12191.889648
	Iteration 17Q: 3 clusters Score -4676171 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -4676283.500000 Penalty: 12191.889648
	Iteration 18Q: 3 clusters Score -4676284 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -4676395.000000 Penalty: 12191.889648
	Iteration 19Q: 3 clusters Score -4676395 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -4676475.500000 Penalty: 12191.889648
	Iteration 20F: 3 clusters Score -4676476 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -4676553.500000 Penalty: 12191.889648
	Iteration 21Q: 3 clusters Score -4676554 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -4676574.000000 Penalty: 12191.889648
	Iteration 22Q: 3 clusters Score -4676574 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -4676597.500000 Penalty: 12191.889648
	Iteration 23Q: 3 clusters Score -4676598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4676630.500000 Penalty: 12191.889648
	Iteration 24Q: 3 clusters Score -4676630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -4676648.000000 Penalty: 12191.889648
	Iteration 25Q: 3 clusters Score -4676648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -4676659.500000 Penalty: 12191.889648
	Iteration 26Q: 3 clusters Score -4676660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -4676661.500000 Penalty: 12191.889648
	Iteration 27Q: 3 clusters Score -4676662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -4676662.500000 Penalty: 12191.889648
	Iteration 28Q: 3 clusters Score -4676662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4676675.500000 Penalty: 12191.889648
	Iteration 29Q: 3 clusters Score -4676676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -4676685.000000 Penalty: 12191.889648
	Iteration 30Q: 3 clusters Score -4676685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4676691.500000 Penalty: 12191.889648
	Iteration 31Q: 3 clusters Score -4676692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -4676695.000000 Penalty: 12191.889648
	Iteration 32Q: 3 clusters Score -4676695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -4676697.500000 Penalty: 12191.889648
	Iteration 33Q: 3 clusters Score -4676698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -4676711.000000 Penalty: 12191.889648
	Iteration 34Q: 3 clusters Score -4676711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -4676708.500000 Penalty: 12191.889648
	Iteration 35Q: 3 clusters Score -4676708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4676720.000000 Penalty: 12191.889648
	Iteration 36Q: 3 clusters Score -4676720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4676713.500000 Penalty: 12191.889648
	Iteration 37Q: 3 clusters Score -4676714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -4676719.500000 Penalty: 12191.889648
	Iteration 38Q: 3 clusters Score -4676720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -4676725.500000 Penalty: 12191.889648
	Iteration 39Q: 3 clusters Score -4676726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -4676728.500000 Penalty: 12191.889648
	Iteration 40F: 3 clusters Score -4676728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4676727.500000 Penalty: 12191.889648
	Iteration 41Q: 3 clusters Score -4676728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4676726.500000 Penalty: 12191.889648
	Iteration 42Q: 3 clusters Score -4676726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4676730.500000 Penalty: 12191.889648
	Iteration 43Q: 3 clusters Score -4676730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -4676726.500000 Penalty: 12191.889648
	Iteration 44Q: 3 clusters Score -4676726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4676723.000000 Penalty: 12191.889648
	Iteration 45Q: 3 clusters Score -4676723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4676731.500000 Penalty: 12191.889648
	Iteration 46Q: 3 clusters Score -4676732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -4676729.000000 Penalty: 12191.889648
	Iteration 47Q: 3 clusters Score -4676729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -4676720.000000 Penalty: 12191.889648
	Iteration 48Q: 3 clusters Score -4676720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -4676727.500000 Penalty: 12191.889648
	Iteration 49Q: 3 clusters Score -4676728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -4676732.500000 Penalty: 12191.889648
	Iteration 50Q: 3 clusters Score -4676732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4676726.500000 Penalty: 12191.889648
	Iteration 51Q: 3 clusters Score -4676726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -4676730.500000 Penalty: 12191.889648
	Iteration 52Q: 3 clusters Score -4676730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -4676733.000000 Penalty: 12191.889648
	Iteration 53Q: 3 clusters Score -4676733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4676733.000000 Penalty: 12191.889648
	Iteration 54Q: 3 clusters Score -4676733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -4676740.500000 Penalty: 12191.889648
	Iteration 55Q: 3 clusters Score -4676740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4676737.000000 Penalty: 12191.889648
	Iteration 56Q: 3 clusters Score -4676737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4676737.000000 Penalty: 12191.889648
	Iteration 57F: 3 clusters Score -4676737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Entering Unmasked Estep 
Score: -17819836.000000 Penalty: 6900.198242
	Iteration 0F: 2 clusters Score -1.781984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -17765752.000000 Penalty: 13800.396484
	Iteration 0F: 3 clusters Score -1.776575e+07 nChanged 35349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -17785136.000000 Penalty: 13800.396484
	Iteration 1F: 3 clusters Score -1.778514e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -17786348.000000 Penalty: 13800.396484
	Iteration 2Q: 3 clusters Score -1.778635e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -17787264.000000 Penalty: 13800.396484
	Iteration 3Q: 3 clusters Score -1.778726e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -17788230.000000 Penalty: 13800.396484
	Iteration 4Q: 3 clusters Score -1.778823e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -17789254.000000 Penalty: 13800.396484
	Iteration 5Q: 3 clusters Score -1.778925e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -17790276.000000 Penalty: 13800.396484
	Iteration 6Q: 3 clusters Score -1.779028e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -17791526.000000 Penalty: 13800.396484
	Iteration 7Q: 3 clusters Score -1.779153e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -17793144.000000 Penalty: 13800.396484
	Iteration 8Q: 3 clusters Score -1.779314e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -17795444.000000 Penalty: 13800.396484
	Iteration 9Q: 3 clusters Score -1.779544e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -17798408.000000 Penalty: 13800.396484
	Iteration 10F: 3 clusters Score -1.779841e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -17801974.000000 Penalty: 13800.396484
	Iteration 11F: 3 clusters Score -1.780197e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -17805616.000000 Penalty: 13800.396484
	Iteration 12F: 3 clusters Score -1.780562e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -17808694.000000 Penalty: 13800.396484
	Iteration 13Q: 3 clusters Score -1.780869e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -17810778.000000 Penalty: 13800.396484
	Iteration 14Q: 3 clusters Score -1.781078e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -17812088.000000 Penalty: 13800.396484
	Iteration 15Q: 3 clusters Score -1.781209e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -17812766.000000 Penalty: 13800.396484
	Iteration 16Q: 3 clusters Score -1.781277e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -17813194.000000 Penalty: 13800.396484
	Iteration 17Q: 3 clusters Score -1.781319e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -17813454.000000 Penalty: 13800.396484
	Iteration 18Q: 3 clusters Score -1.781345e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -17813586.000000 Penalty: 13800.396484
	Iteration 19Q: 3 clusters Score -1.781359e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -17813664.000000 Penalty: 13800.396484
	Iteration 20F: 3 clusters Score -1.781366e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -17813724.000000 Penalty: 13800.396484
	Iteration 21Q: 3 clusters Score -1.781372e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -17813786.000000 Penalty: 13800.396484
	Iteration 22Q: 3 clusters Score -1.781379e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76541 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -17813832.000000 Penalty: 13800.396484
	Iteration 23Q: 3 clusters Score -1.781383e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -17813872.000000 Penalty: 13800.396484
	Iteration 24Q: 3 clusters Score -1.781387e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -17813908.000000 Penalty: 13800.396484
	Iteration 25Q: 3 clusters Score -1.781391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -17813960.000000 Penalty: 13800.396484
	Iteration 26Q: 3 clusters Score -1.781396e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -17813986.000000 Penalty: 13800.396484
	Iteration 27Q: 3 clusters Score -1.781399e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -17814000.000000 Penalty: 13800.396484
	Iteration 28Q: 3 clusters Score -1.7814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -17814010.000000 Penalty: 13800.396484
	Iteration 29Q: 3 clusters Score -1.781401e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -17814026.000000 Penalty: 13800.396484
	Iteration 30Q: 3 clusters Score -1.781403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -17814032.000000 Penalty: 13800.396484
	Iteration 31Q: 3 clusters Score -1.781403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -17814054.000000 Penalty: 13800.396484
	Iteration 32Q: 3 clusters Score -1.781405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -17814046.000000 Penalty: 13800.396484
	Iteration 33Q: 3 clusters Score -1.781405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -17814062.000000 Penalty: 13800.396484
	Iteration 34Q: 3 clusters Score -1.781406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -17814048.000000 Penalty: 13800.396484
	Iteration 35Q: 3 clusters Score -1.781405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -17814052.000000 Penalty: 13800.396484
	Iteration 36Q: 3 clusters Score -1.781405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -17814070.000000 Penalty: 13800.396484
	Iteration 37Q: 3 clusters Score -1.781407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76778 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -17814074.000000 Penalty: 13800.396484
	Iteration 38Q: 3 clusters Score -1.781407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -17814072.000000 Penalty: 13800.396484
	Iteration 39Q: 3 clusters Score -1.781407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -17814064.000000 Penalty: 13800.396484
	Iteration 40F: 3 clusters Score -1.781406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -17814068.000000 Penalty: 13800.396484
	Iteration 41Q: 3 clusters Score -1.781407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -17814072.000000 Penalty: 13800.396484
	Iteration 42Q: 3 clusters Score -1.781407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17814074.000000 Penalty: 13800.396484
	Iteration 43Q: 3 clusters Score -1.781407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -17814072.000000 Penalty: 13800.396484
	Iteration 44Q: 3 clusters Score -1.781407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -17814086.000000 Penalty: 13800.396484
	Iteration 45Q: 3 clusters Score -1.781409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -17814086.000000 Penalty: 13800.396484
	Iteration 46Q: 3 clusters Score -1.781409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -17814080.000000 Penalty: 13800.396484
	Iteration 47Q: 3 clusters Score -1.781408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -17814078.000000 Penalty: 13800.396484
	Iteration 48Q: 3 clusters Score -1.781408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -17814096.000000 Penalty: 13800.396484
	Iteration 49Q: 3 clusters Score -1.78141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -17814106.000000 Penalty: 13800.396484
	Iteration 50Q: 3 clusters Score -1.781411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -17814112.000000 Penalty: 13800.396484
	Iteration 51Q: 3 clusters Score -1.781411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -17814106.000000 Penalty: 13800.396484
	Iteration 52Q: 3 clusters Score -1.781411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -17814106.000000 Penalty: 13800.396484
	Iteration 53Q: 3 clusters Score -1.781411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -17814110.000000 Penalty: 13800.396484
	Iteration 54Q: 3 clusters Score -1.781411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -17814108.000000 Penalty: 13800.396484
	Iteration 55Q: 3 clusters Score -1.781411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -17814108.000000 Penalty: 13800.396484
	Iteration 56F: 3 clusters Score -1.781411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Entering Unmasked Estep 
Score: -9572157.000000 Penalty: 6516.005371
	Iteration 0F: 2 clusters Score -9572157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -9541887.000000 Penalty: 13032.010742
	Iteration 0F: 3 clusters Score -9541887 nChanged 18067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -9551334.000000 Penalty: 13032.010742
	Iteration 1F: 3 clusters Score -9551334 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -9552194.000000 Penalty: 13032.010742
	Iteration 2F: 3 clusters Score -9552194 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -9552926.000000 Penalty: 13032.010742
	Iteration 3Q: 3 clusters Score -9552926 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -9553536.000000 Penalty: 13032.010742
	Iteration 4Q: 3 clusters Score -9553536 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -9554139.000000 Penalty: 13032.010742
	Iteration 5Q: 3 clusters Score -9554139 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -9554898.000000 Penalty: 13032.010742
	Iteration 6Q: 3 clusters Score -9554898 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -9555775.000000 Penalty: 13032.010742
	Iteration 7Q: 3 clusters Score -9555775 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -9556610.000000 Penalty: 13032.010742
	Iteration 8Q: 3 clusters Score -9556610 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -9557436.000000 Penalty: 13032.010742
	Iteration 9Q: 3 clusters Score -9557436 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -9558417.000000 Penalty: 13032.010742
	Iteration 10Q: 3 clusters Score -9558417 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -9559404.000000 Penalty: 13032.010742
	Iteration 11Q: 3 clusters Score -9559404 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -9560438.000000 Penalty: 13032.010742
	Iteration 12Q: 3 clusters Score -9560438 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -9561642.000000 Penalty: 13032.010742
	Iteration 13Q: 3 clusters Score -9561642 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -9562772.000000 Penalty: 13032.010742
	Iteration 14Q: 3 clusters Score -9562772 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -9563816.000000 Penalty: 13032.010742
	Iteration 15Q: 3 clusters Score -9563816 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -9564584.000000 Penalty: 13032.010742
	Iteration 16Q: 3 clusters Score -9564584 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -9565237.000000 Penalty: 13032.010742
	Iteration 17Q: 3 clusters Score -9565237 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9565697.000000 Penalty: 13032.010742
	Iteration 18Q: 3 clusters Score -9565697 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9566002.000000 Penalty: 13032.010742
	Iteration 19Q: 3 clusters Score -9566002 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9566228.000000 Penalty: 13032.010742
	Iteration 20F: 3 clusters Score -9566228 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9566345.000000 Penalty: 13032.010742
	Iteration 21Q: 3 clusters Score -9566345 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -9566435.000000 Penalty: 13032.010742
	Iteration 22Q: 3 clusters Score -9566435 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9566523.000000 Penalty: 13032.010742
	Iteration 23Q: 3 clusters Score -9566523 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9566588.000000 Penalty: 13032.010742
	Iteration 24Q: 3 clusters Score -9566588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9566642.000000 Penalty: 13032.010742
	Iteration 25Q: 3 clusters Score -9566642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9566679.000000 Penalty: 13032.010742
	Iteration 26Q: 3 clusters Score -9566679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9566700.000000 Penalty: 13032.010742
	Iteration 27Q: 3 clusters Score -9566700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9566719.000000 Penalty: 13032.010742
	Iteration 28Q: 3 clusters Score -9566719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9566742.000000 Penalty: 13032.010742
	Iteration 29Q: 3 clusters Score -9566742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -9566768.000000 Penalty: 13032.010742
	Iteration 30Q: 3 clusters Score -9566768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9566784.000000 Penalty: 13032.010742
	Iteration 31Q: 3 clusters Score -9566784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9566801.000000 Penalty: 13032.010742
	Iteration 32Q: 3 clusters Score -9566801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9566795.000000 Penalty: 13032.010742
	Iteration 33Q: 3 clusters Score -9566795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9566805.000000 Penalty: 13032.010742
	Iteration 34Q: 3 clusters Score -9566805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9566811.000000 Penalty: 13032.010742
	Iteration 35Q: 3 clusters Score -9566811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9566799.000000 Penalty: 13032.010742
	Iteration 36Q: 3 clusters Score -9566799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9566808.000000 Penalty: 13032.010742
	Iteration 37Q: 3 clusters Score -9566808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9566816.000000 Penalty: 13032.010742
	Iteration 38Q: 3 clusters Score -9566816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9566809.000000 Penalty: 13032.010742
	Iteration 39Q: 3 clusters Score -9566809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9566813.000000 Penalty: 13032.010742
	Iteration 40F: 3 clusters Score -9566813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9566822.000000 Penalty: 13032.010742
	Iteration 41Q: 3 clusters Score -9566822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9566828.000000 Penalty: 13032.010742
	Iteration 42Q: 3 clusters Score -9566828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9566843.000000 Penalty: 13032.010742
	Iteration 43Q: 3 clusters Score -9566843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9566841.000000 Penalty: 13032.010742
	Iteration 44Q: 3 clusters Score -9566841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9566843.000000 Penalty: 13032.010742
	Iteration 45Q: 3 clusters Score -9566843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9566843.000000 Penalty: 13032.010742
	Iteration 46Q: 3 clusters Score -9566843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9566852.000000 Penalty: 13032.010742
	Iteration 47Q: 3 clusters Score -9566852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9566857.000000 Penalty: 13032.010742
	Iteration 48Q: 3 clusters Score -9566857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9566858.000000 Penalty: 13032.010742
	Iteration 49Q: 3 clusters Score -9566858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9566856.000000 Penalty: 13032.010742
	Iteration 50Q: 3 clusters Score -9566856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9566864.000000 Penalty: 13032.010742
	Iteration 51Q: 3 clusters Score -9566864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9566864.000000 Penalty: 13032.010742
	Iteration 52F: 3 clusters Score -9566864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Entering Unmasked Estep 
Score: -1357167.875000 Penalty: 5315.140137
	Iteration 0F: 2 clusters Score -1357168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1349494.250000 Penalty: 10630.280273
	Iteration 0F: 3 clusters Score -1349494 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1350786.000000 Penalty: 10630.280273
	Iteration 1F: 3 clusters Score -1350786 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1351141.250000 Penalty: 10630.280273
	Iteration 2F: 3 clusters Score -1351141 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1351341.500000 Penalty: 10630.280273
	Iteration 3Q: 3 clusters Score -1351342 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1351441.375000 Penalty: 10630.280273
	Iteration 4Q: 3 clusters Score -1351441 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1351511.000000 Penalty: 10630.280273
	Iteration 5Q: 3 clusters Score -1351511 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1351558.125000 Penalty: 10630.280273
	Iteration 6Q: 3 clusters Score -1351558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1351595.875000 Penalty: 10630.280273
	Iteration 7Q: 3 clusters Score -1351596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1351623.125000 Penalty: 10630.280273
	Iteration 8Q: 3 clusters Score -1351623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1351638.875000 Penalty: 10630.280273
	Iteration 9Q: 3 clusters Score -1351639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1351652.250000 Penalty: 10630.280273
	Iteration 10Q: 3 clusters Score -1351652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1351657.750000 Penalty: 10630.280273
	Iteration 11Q: 3 clusters Score -1351658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1351667.125000 Penalty: 10630.280273
	Iteration 12Q: 3 clusters Score -1351667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1351675.500000 Penalty: 10630.280273
	Iteration 13Q: 3 clusters Score -1351676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1351675.875000 Penalty: 10630.280273
	Iteration 14Q: 3 clusters Score -1351676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1351682.625000 Penalty: 10630.280273
	Iteration 15Q: 3 clusters Score -1351683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1351683.625000 Penalty: 10630.280273
	Iteration 16Q: 3 clusters Score -1351684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1351692.000000 Penalty: 10630.280273
	Iteration 17Q: 3 clusters Score -1351692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1351698.250000 Penalty: 10630.280273
	Iteration 18Q: 3 clusters Score -1351698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1351699.250000 Penalty: 10630.280273
	Iteration 19Q: 3 clusters Score -1351699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1351697.000000 Penalty: 10630.280273
	Iteration 20F: 3 clusters Score -1351697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1351700.750000 Penalty: 10630.280273
	Iteration 21Q: 3 clusters Score -1351701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1351701.625000 Penalty: 10630.280273
	Iteration 22Q: 3 clusters Score -1351702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1351703.750000 Penalty: 10630.280273
	Iteration 23Q: 3 clusters Score -1351704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1351703.750000 Penalty: 10630.280273
	Iteration 24F: 3 clusters Score -1351704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -299092.031250 Penalty: 4425.161621
	Iteration 0F: 2 clusters Score -299092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -294670.406250 Penalty: 8850.323242
	Iteration 0F: 3 clusters Score -294670.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -295184.750000 Penalty: 8850.323242
	Iteration 1F: 3 clusters Score -295184.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -295412.093750 Penalty: 8850.323242
	Iteration 2F: 3 clusters Score -295412.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -295595.843750 Penalty: 8850.323242
	Iteration 3Q: 3 clusters Score -295595.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -295739.625000 Penalty: 8850.323242
	Iteration 4Q: 3 clusters Score -295739.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -295826.000000 Penalty: 8850.323242
	Iteration 5Q: 3 clusters Score -295826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -295896.343750 Penalty: 8850.323242
	Iteration 6Q: 3 clusters Score -295896.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -295944.468750 Penalty: 8850.323242
	Iteration 7Q: 3 clusters Score -295944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -295961.968750 Penalty: 8850.323242
	Iteration 8Q: 3 clusters Score -295962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -295975.906250 Penalty: 8850.323242
	Iteration 9Q: 3 clusters Score -295975.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -295983.843750 Penalty: 8850.323242
	Iteration 10Q: 3 clusters Score -295983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -295992.875000 Penalty: 8850.323242
	Iteration 11Q: 3 clusters Score -295992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -295995.750000 Penalty: 8850.323242
	Iteration 12Q: 3 clusters Score -295995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -295995.750000 Penalty: 8850.323242
	Iteration 13F: 3 clusters Score -295995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Entering Unmasked Estep 
Score: -9181402.000000 Penalty: 6492.243164
	Iteration 0F: 2 clusters Score -9181402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -9152235.000000 Penalty: 12984.486328
	Iteration 0F: 3 clusters Score -9152235 nChanged 17162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -9161501.000000 Penalty: 12984.486328
	Iteration 1F: 3 clusters Score -9161501 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -9162439.000000 Penalty: 12984.486328
	Iteration 2F: 3 clusters Score -9162439 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -9163274.000000 Penalty: 12984.486328
	Iteration 3Q: 3 clusters Score -9163274 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -9164101.000000 Penalty: 12984.486328
	Iteration 4Q: 3 clusters Score -9164101 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -9164894.000000 Penalty: 12984.486328
	Iteration 5Q: 3 clusters Score -9164894 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -9165591.000000 Penalty: 12984.486328
	Iteration 6Q: 3 clusters Score -9165591 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -9166384.000000 Penalty: 12984.486328
	Iteration 7Q: 3 clusters Score -9166384 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -9167064.000000 Penalty: 12984.486328
	Iteration 8Q: 3 clusters Score -9167064 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -9167827.000000 Penalty: 12984.486328
	Iteration 9Q: 3 clusters Score -9167827 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -9168422.000000 Penalty: 12984.486328
	Iteration 10Q: 3 clusters Score -9168422 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -9169014.000000 Penalty: 12984.486328
	Iteration 11Q: 3 clusters Score -9169014 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -9169699.000000 Penalty: 12984.486328
	Iteration 12Q: 3 clusters Score -9169699 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -9170213.000000 Penalty: 12984.486328
	Iteration 13Q: 3 clusters Score -9170213 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -9170714.000000 Penalty: 12984.486328
	Iteration 14Q: 3 clusters Score -9170714 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -9171137.000000 Penalty: 12984.486328
	Iteration 15Q: 3 clusters Score -9171137 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -9171465.000000 Penalty: 12984.486328
	Iteration 16Q: 3 clusters Score -9171465 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -9171726.000000 Penalty: 12984.486328
	Iteration 17Q: 3 clusters Score -9171726 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -9171855.000000 Penalty: 12984.486328
	Iteration 18Q: 3 clusters Score -9171855 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -9171968.000000 Penalty: 12984.486328
	Iteration 19Q: 3 clusters Score -9171968 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -9172047.000000 Penalty: 12984.486328
	Iteration 20F: 3 clusters Score -9172047 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -9172107.000000 Penalty: 12984.486328
	Iteration 21Q: 3 clusters Score -9172107 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -9172134.000000 Penalty: 12984.486328
	Iteration 22Q: 3 clusters Score -9172134 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -9172152.000000 Penalty: 12984.486328
	Iteration 23Q: 3 clusters Score -9172152 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -9172177.000000 Penalty: 12984.486328
	Iteration 24Q: 3 clusters Score -9172177 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -9172212.000000 Penalty: 12984.486328
	Iteration 25Q: 3 clusters Score -9172212 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -9172245.000000 Penalty: 12984.486328
	Iteration 26Q: 3 clusters Score -9172245 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -9172290.000000 Penalty: 12984.486328
	Iteration 27Q: 3 clusters Score -9172290 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -9172317.000000 Penalty: 12984.486328
	Iteration 28Q: 3 clusters Score -9172317 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -9172313.000000 Penalty: 12984.486328
	Iteration 29Q: 3 clusters Score -9172313 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -9172331.000000 Penalty: 12984.486328
	Iteration 30Q: 3 clusters Score -9172331 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -9172339.000000 Penalty: 12984.486328
	Iteration 31Q: 3 clusters Score -9172339 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -9172344.000000 Penalty: 12984.486328
	Iteration 32Q: 3 clusters Score -9172344 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -9172357.000000 Penalty: 12984.486328
	Iteration 33Q: 3 clusters Score -9172357 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -9172383.000000 Penalty: 12984.486328
	Iteration 34Q: 3 clusters Score -9172383 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -9172389.000000 Penalty: 12984.486328
	Iteration 35Q: 3 clusters Score -9172389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -9172391.000000 Penalty: 12984.486328
	Iteration 36Q: 3 clusters Score -9172391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -9172410.000000 Penalty: 12984.486328
	Iteration 37Q: 3 clusters Score -9172410 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -9172422.000000 Penalty: 12984.486328
	Iteration 38Q: 3 clusters Score -9172422 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -9172456.000000 Penalty: 12984.486328
	Iteration 39Q: 3 clusters Score -9172456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -9172480.000000 Penalty: 12984.486328
	Iteration 40F: 3 clusters Score -9172480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -9172478.000000 Penalty: 12984.486328
	Iteration 41Q: 3 clusters Score -9172478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -9172470.000000 Penalty: 12984.486328
	Iteration 42Q: 3 clusters Score -9172470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -9172480.000000 Penalty: 12984.486328
	Iteration 43Q: 3 clusters Score -9172480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -9172500.000000 Penalty: 12984.486328
	Iteration 44Q: 3 clusters Score -9172500 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -9172536.000000 Penalty: 12984.486328
	Iteration 45Q: 3 clusters Score -9172536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -9172546.000000 Penalty: 12984.486328
	Iteration 46Q: 3 clusters Score -9172546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -9172561.000000 Penalty: 12984.486328
	Iteration 47Q: 3 clusters Score -9172561 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -9172566.000000 Penalty: 12984.486328
	Iteration 48Q: 3 clusters Score -9172566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -9172572.000000 Penalty: 12984.486328
	Iteration 49Q: 3 clusters Score -9172572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -9172560.000000 Penalty: 12984.486328
	Iteration 50Q: 3 clusters Score -9172560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -9172576.000000 Penalty: 12984.486328
	Iteration 51Q: 3 clusters Score -9172576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -9172575.000000 Penalty: 12984.486328
	Iteration 52Q: 3 clusters Score -9172575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -9172606.000000 Penalty: 12984.486328
	Iteration 53Q: 3 clusters Score -9172606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -9172593.000000 Penalty: 12984.486328
	Iteration 54Q: 3 clusters Score -9172593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -9172588.000000 Penalty: 12984.486328
	Iteration 55Q: 3 clusters Score -9172588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -9172590.000000 Penalty: 12984.486328
	Iteration 56Q: 3 clusters Score -9172590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -9172588.000000 Penalty: 12984.486328
	Iteration 57Q: 3 clusters Score -9172588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -9172584.000000 Penalty: 12984.486328
	Iteration 58Q: 3 clusters Score -9172584 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -9172597.000000 Penalty: 12984.486328
	Iteration 59Q: 3 clusters Score -9172597 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -9172621.000000 Penalty: 12984.486328
	Iteration 60F: 3 clusters Score -9172621 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -9172621.000000 Penalty: 12984.486328
	Iteration 61Q: 3 clusters Score -9172621 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -9172611.000000 Penalty: 12984.486328
	Iteration 62Q: 3 clusters Score -9172611 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -9172626.000000 Penalty: 12984.486328
	Iteration 63Q: 3 clusters Score -9172626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -9172632.000000 Penalty: 12984.486328
	Iteration 64Q: 3 clusters Score -9172632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -9172615.000000 Penalty: 12984.486328
	Iteration 65Q: 3 clusters Score -9172615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -9172621.000000 Penalty: 12984.486328
	Iteration 66Q: 3 clusters Score -9172621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -9172645.000000 Penalty: 12984.486328
	Iteration 67Q: 3 clusters Score -9172645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -9172654.000000 Penalty: 12984.486328
	Iteration 68Q: 3 clusters Score -9172654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -9172645.000000 Penalty: 12984.486328
	Iteration 69Q: 3 clusters Score -9172645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -9172670.000000 Penalty: 12984.486328
	Iteration 70Q: 3 clusters Score -9172670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -9172697.000000 Penalty: 12984.486328
	Iteration 71Q: 3 clusters Score -9172697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -9172692.000000 Penalty: 12984.486328
	Iteration 72Q: 3 clusters Score -9172692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -9172703.000000 Penalty: 12984.486328
	Iteration 73Q: 3 clusters Score -9172703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -9172691.000000 Penalty: 12984.486328
	Iteration 74Q: 3 clusters Score -9172691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -9172689.000000 Penalty: 12984.486328
	Iteration 75Q: 3 clusters Score -9172689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -9172683.000000 Penalty: 12984.486328
	Iteration 76Q: 3 clusters Score -9172683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -9172692.000000 Penalty: 12984.486328
	Iteration 77Q: 3 clusters Score -9172692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -9172709.000000 Penalty: 12984.486328
	Iteration 78Q: 3 clusters Score -9172709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -9172703.000000 Penalty: 12984.486328
	Iteration 79Q: 3 clusters Score -9172703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -9172700.000000 Penalty: 12984.486328
	Iteration 80F: 3 clusters Score -9172700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -9172698.000000 Penalty: 12984.486328
	Iteration 81Q: 3 clusters Score -9172698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -9172702.000000 Penalty: 12984.486328
	Iteration 82Q: 3 clusters Score -9172702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -9172704.000000 Penalty: 12984.486328
	Iteration 83Q: 3 clusters Score -9172704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -9172719.000000 Penalty: 12984.486328
	Iteration 84Q: 3 clusters Score -9172719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -9172724.000000 Penalty: 12984.486328
	Iteration 85Q: 3 clusters Score -9172724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -9172730.000000 Penalty: 12984.486328
	Iteration 86Q: 3 clusters Score -9172730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -9172730.000000 Penalty: 12984.486328
	Iteration 87F: 3 clusters Score -9172730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Entering Unmasked Estep 
Score: -3793272.500000 Penalty: 5949.318848
	Iteration 0F: 2 clusters Score -3793272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3778942.250000 Penalty: 11898.637695
	Iteration 0F: 3 clusters Score -3778942 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3782435.250000 Penalty: 11898.637695
	Iteration 1F: 3 clusters Score -3782435 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3782983.500000 Penalty: 11898.637695
	Iteration 2F: 3 clusters Score -3782984 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -3783317.000000 Penalty: 11898.637695
	Iteration 3Q: 3 clusters Score -3783317 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3783604.000000 Penalty: 11898.637695
	Iteration 4Q: 3 clusters Score -3783604 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3783803.500000 Penalty: 11898.637695
	Iteration 5Q: 3 clusters Score -3783804 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3783968.500000 Penalty: 11898.637695
	Iteration 6Q: 3 clusters Score -3783968 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3784117.250000 Penalty: 11898.637695
	Iteration 7Q: 3 clusters Score -3784117 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3784288.250000 Penalty: 11898.637695
	Iteration 8Q: 3 clusters Score -3784288 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3784434.750000 Penalty: 11898.637695
	Iteration 9Q: 3 clusters Score -3784435 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3784568.750000 Penalty: 11898.637695
	Iteration 10Q: 3 clusters Score -3784569 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3784681.500000 Penalty: 11898.637695
	Iteration 11Q: 3 clusters Score -3784682 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3784805.250000 Penalty: 11898.637695
	Iteration 12Q: 3 clusters Score -3784805 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3784924.750000 Penalty: 11898.637695
	Iteration 13Q: 3 clusters Score -3784925 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3785041.250000 Penalty: 11898.637695
	Iteration 14Q: 3 clusters Score -3785041 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -3785166.250000 Penalty: 11898.637695
	Iteration 15Q: 3 clusters Score -3785166 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3785275.250000 Penalty: 11898.637695
	Iteration 16Q: 3 clusters Score -3785275 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -3785418.750000 Penalty: 11898.637695
	Iteration 17Q: 3 clusters Score -3785419 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3785571.750000 Penalty: 11898.637695
	Iteration 18Q: 3 clusters Score -3785572 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3785706.750000 Penalty: 11898.637695
	Iteration 19Q: 3 clusters Score -3785707 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -3785873.500000 Penalty: 11898.637695
	Iteration 20F: 3 clusters Score -3785874 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3786024.000000 Penalty: 11898.637695
	Iteration 21Q: 3 clusters Score -3786024 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3786163.500000 Penalty: 11898.637695
	Iteration 22Q: 3 clusters Score -3786164 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3786328.500000 Penalty: 11898.637695
	Iteration 23Q: 3 clusters Score -3786328 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3786474.750000 Penalty: 11898.637695
	Iteration 24Q: 3 clusters Score -3786475 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3786596.750000 Penalty: 11898.637695
	Iteration 25Q: 3 clusters Score -3786597 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3786723.750000 Penalty: 11898.637695
	Iteration 26Q: 3 clusters Score -3786724 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3786850.250000 Penalty: 11898.637695
	Iteration 27Q: 3 clusters Score -3786850 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3786980.500000 Penalty: 11898.637695
	Iteration 28Q: 3 clusters Score -3786980 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3787103.250000 Penalty: 11898.637695
	Iteration 29Q: 3 clusters Score -3787103 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3787212.250000 Penalty: 11898.637695
	Iteration 30Q: 3 clusters Score -3787212 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3787301.500000 Penalty: 11898.637695
	Iteration 31Q: 3 clusters Score -3787302 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3787397.250000 Penalty: 11898.637695
	Iteration 32Q: 3 clusters Score -3787397 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3787467.000000 Penalty: 11898.637695
	Iteration 33Q: 3 clusters Score -3787467 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3787527.750000 Penalty: 11898.637695
	Iteration 34Q: 3 clusters Score -3787528 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3787588.000000 Penalty: 11898.637695
	Iteration 35Q: 3 clusters Score -3787588 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3787632.250000 Penalty: 11898.637695
	Iteration 36Q: 3 clusters Score -3787632 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3787675.000000 Penalty: 11898.637695
	Iteration 37Q: 3 clusters Score -3787675 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3787709.500000 Penalty: 11898.637695
	Iteration 38Q: 3 clusters Score -3787710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3787742.750000 Penalty: 11898.637695
	Iteration 39Q: 3 clusters Score -3787743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3787763.000000 Penalty: 11898.637695
	Iteration 40F: 3 clusters Score -3787763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3787787.250000 Penalty: 11898.637695
	Iteration 41Q: 3 clusters Score -3787787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3787813.500000 Penalty: 11898.637695
	Iteration 42Q: 3 clusters Score -3787814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3787834.500000 Penalty: 11898.637695
	Iteration 43Q: 3 clusters Score -3787834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3787855.000000 Penalty: 11898.637695
	Iteration 44Q: 3 clusters Score -3787855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3787886.500000 Penalty: 11898.637695
	Iteration 45Q: 3 clusters Score -3787886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3787896.750000 Penalty: 11898.637695
	Iteration 46Q: 3 clusters Score -3787897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3787926.750000 Penalty: 11898.637695
	Iteration 47Q: 3 clusters Score -3787927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3787934.000000 Penalty: 11898.637695
	Iteration 48Q: 3 clusters Score -3787934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3787958.250000 Penalty: 11898.637695
	Iteration 49Q: 3 clusters Score -3787958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3787974.250000 Penalty: 11898.637695
	Iteration 50Q: 3 clusters Score -3787974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3787986.250000 Penalty: 11898.637695
	Iteration 51Q: 3 clusters Score -3787986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3787995.750000 Penalty: 11898.637695
	Iteration 52Q: 3 clusters Score -3787996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3788002.000000 Penalty: 11898.637695
	Iteration 53Q: 3 clusters Score -3788002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3788000.000000 Penalty: 11898.637695
	Iteration 54Q: 3 clusters Score -3788000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3788000.000000 Penalty: 11898.637695
	Iteration 55Q: 3 clusters Score -3788000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3788000.250000 Penalty: 11898.637695
	Iteration 56Q: 3 clusters Score -3788000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3787999.500000 Penalty: 11898.637695
	Iteration 57Q: 3 clusters Score -3788000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3787998.000000 Penalty: 11898.637695
	Iteration 58Q: 3 clusters Score -3787998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3788003.750000 Penalty: 11898.637695
	Iteration 59Q: 3 clusters Score -3788004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3788003.500000 Penalty: 11898.637695
	Iteration 60F: 3 clusters Score -3788004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3788005.500000 Penalty: 11898.637695
	Iteration 61Q: 3 clusters Score -3788006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3788012.250000 Penalty: 11898.637695
	Iteration 62Q: 3 clusters Score -3788012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3788017.750000 Penalty: 11898.637695
	Iteration 63Q: 3 clusters Score -3788018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3788017.750000 Penalty: 11898.637695
	Iteration 64Q: 3 clusters Score -3788018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3788020.000000 Penalty: 11898.637695
	Iteration 65Q: 3 clusters Score -3788020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3788021.000000 Penalty: 11898.637695
	Iteration 66Q: 3 clusters Score -3788021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3788021.000000 Penalty: 11898.637695
	Iteration 67Q: 3 clusters Score -3788021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3788024.000000 Penalty: 11898.637695
	Iteration 68Q: 3 clusters Score -3788024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3788026.250000 Penalty: 11898.637695
	Iteration 69Q: 3 clusters Score -3788026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3788024.500000 Penalty: 11898.637695
	Iteration 70Q: 3 clusters Score -3788024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3788021.250000 Penalty: 11898.637695
	Iteration 71Q: 3 clusters Score -3788021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3788020.750000 Penalty: 11898.637695
	Iteration 72Q: 3 clusters Score -3788021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3788018.250000 Penalty: 11898.637695
	Iteration 73Q: 3 clusters Score -3788018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3788028.750000 Penalty: 11898.637695
	Iteration 74Q: 3 clusters Score -3788029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3788027.750000 Penalty: 11898.637695
	Iteration 75Q: 3 clusters Score -3788028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3788025.500000 Penalty: 11898.637695
	Iteration 76Q: 3 clusters Score -3788026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3788025.500000 Penalty: 11898.637695
	Iteration 77F: 3 clusters Score -3788026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -237217.968750 Penalty: 4291.601074
	Iteration 0F: 2 clusters Score -237218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -233125.843750 Penalty: 8583.202148
	Iteration 0F: 3 clusters Score -233125.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -233571.343750 Penalty: 8583.202148
	Iteration 1F: 3 clusters Score -233571.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -233722.468750 Penalty: 8583.202148
	Iteration 2Q: 3 clusters Score -233722.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -233797.406250 Penalty: 8583.202148
	Iteration 3Q: 3 clusters Score -233797.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -233856.703125 Penalty: 8583.202148
	Iteration 4Q: 3 clusters Score -233856.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -233910.843750 Penalty: 8583.202148
	Iteration 5Q: 3 clusters Score -233910.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -233928.453125 Penalty: 8583.202148
	Iteration 6Q: 3 clusters Score -233928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -233945.609375 Penalty: 8583.202148
	Iteration 7Q: 3 clusters Score -233945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -233960.593750 Penalty: 8583.202148
	Iteration 8Q: 3 clusters Score -233960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -233985.109375 Penalty: 8583.202148
	Iteration 9Q: 3 clusters Score -233985.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -234023.312500 Penalty: 8583.202148
	Iteration 10Q: 3 clusters Score -234023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -234045.890625 Penalty: 8583.202148
	Iteration 11Q: 3 clusters Score -234045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -234058.921875 Penalty: 8583.202148
	Iteration 12Q: 3 clusters Score -234058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -234069.937500 Penalty: 8583.202148
	Iteration 13Q: 3 clusters Score -234069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -234082.703125 Penalty: 8583.202148
	Iteration 14Q: 3 clusters Score -234082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -234084.437500 Penalty: 8583.202148
	Iteration 15Q: 3 clusters Score -234084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -234095.718750 Penalty: 8583.202148
	Iteration 16Q: 3 clusters Score -234095.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -234095.718750 Penalty: 8583.202148
	Iteration 17F: 3 clusters Score -234095.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Entering Unmasked Estep 
Score: -4026300.250000 Penalty: 5983.537598
	Iteration 0F: 2 clusters Score -4026300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4011395.250000 Penalty: 11967.075195
	Iteration 0F: 3 clusters Score -4011395 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4014958.750000 Penalty: 11967.075195
	Iteration 1F: 3 clusters Score -4014959 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -4015511.250000 Penalty: 11967.075195
	Iteration 2F: 3 clusters Score -4015511 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -4015884.750000 Penalty: 11967.075195
	Iteration 3Q: 3 clusters Score -4015885 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -4016117.250000 Penalty: 11967.075195
	Iteration 4Q: 3 clusters Score -4016117 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -4016289.750000 Penalty: 11967.075195
	Iteration 5Q: 3 clusters Score -4016290 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4016432.500000 Penalty: 11967.075195
	Iteration 6Q: 3 clusters Score -4016432 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -4016542.250000 Penalty: 11967.075195
	Iteration 7Q: 3 clusters Score -4016542 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4016647.750000 Penalty: 11967.075195
	Iteration 8Q: 3 clusters Score -4016648 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -4016742.250000 Penalty: 11967.075195
	Iteration 9Q: 3 clusters Score -4016742 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4016812.000000 Penalty: 11967.075195
	Iteration 10Q: 3 clusters Score -4016812 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -4016888.000000 Penalty: 11967.075195
	Iteration 11Q: 3 clusters Score -4016888 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4016947.000000 Penalty: 11967.075195
	Iteration 12Q: 3 clusters Score -4016947 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -4017004.750000 Penalty: 11967.075195
	Iteration 13Q: 3 clusters Score -4017005 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -4017083.500000 Penalty: 11967.075195
	Iteration 14Q: 3 clusters Score -4017084 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -4017162.750000 Penalty: 11967.075195
	Iteration 15Q: 3 clusters Score -4017163 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -4017257.750000 Penalty: 11967.075195
	Iteration 16Q: 3 clusters Score -4017258 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -4017380.250000 Penalty: 11967.075195
	Iteration 17Q: 3 clusters Score -4017380 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4017511.750000 Penalty: 11967.075195
	Iteration 18Q: 3 clusters Score -4017512 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -4017627.750000 Penalty: 11967.075195
	Iteration 19Q: 3 clusters Score -4017628 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4017790.250000 Penalty: 11967.075195
	Iteration 20F: 3 clusters Score -4017790 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4017973.250000 Penalty: 11967.075195
	Iteration 21Q: 3 clusters Score -4017973 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -4018183.250000 Penalty: 11967.075195
	Iteration 22Q: 3 clusters Score -4018183 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4018431.250000 Penalty: 11967.075195
	Iteration 23Q: 3 clusters Score -4018431 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4018744.250000 Penalty: 11967.075195
	Iteration 24Q: 3 clusters Score -4018744 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4019032.000000 Penalty: 11967.075195
	Iteration 25Q: 3 clusters Score -4019032 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4019347.000000 Penalty: 11967.075195
	Iteration 26Q: 3 clusters Score -4019347 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4019641.250000 Penalty: 11967.075195
	Iteration 27Q: 3 clusters Score -4019641 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4019918.750000 Penalty: 11967.075195
	Iteration 28Q: 3 clusters Score -4019919 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4020113.000000 Penalty: 11967.075195
	Iteration 29Q: 3 clusters Score -4020113 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4020295.250000 Penalty: 11967.075195
	Iteration 30Q: 3 clusters Score -4020295 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4020455.750000 Penalty: 11967.075195
	Iteration 31Q: 3 clusters Score -4020456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4020574.000000 Penalty: 11967.075195
	Iteration 32Q: 3 clusters Score -4020574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4020654.500000 Penalty: 11967.075195
	Iteration 33Q: 3 clusters Score -4020654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4020713.000000 Penalty: 11967.075195
	Iteration 34Q: 3 clusters Score -4020713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4020754.500000 Penalty: 11967.075195
	Iteration 35Q: 3 clusters Score -4020754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4020788.000000 Penalty: 11967.075195
	Iteration 36Q: 3 clusters Score -4020788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4020838.250000 Penalty: 11967.075195
	Iteration 37Q: 3 clusters Score -4020838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4020875.500000 Penalty: 11967.075195
	Iteration 38Q: 3 clusters Score -4020876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4020890.750000 Penalty: 11967.075195
	Iteration 39Q: 3 clusters Score -4020891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4020911.250000 Penalty: 11967.075195
	Iteration 40F: 3 clusters Score -4020911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4020921.000000 Penalty: 11967.075195
	Iteration 41Q: 3 clusters Score -4020921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4020945.500000 Penalty: 11967.075195
	Iteration 42Q: 3 clusters Score -4020946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4020961.500000 Penalty: 11967.075195
	Iteration 43Q: 3 clusters Score -4020962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4020968.000000 Penalty: 11967.075195
	Iteration 44Q: 3 clusters Score -4020968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4020974.500000 Penalty: 11967.075195
	Iteration 45Q: 3 clusters Score -4020974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4020978.500000 Penalty: 11967.075195
	Iteration 46Q: 3 clusters Score -4020978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4020981.750000 Penalty: 11967.075195
	Iteration 47Q: 3 clusters Score -4020982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4020987.750000 Penalty: 11967.075195
	Iteration 48Q: 3 clusters Score -4020988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4020992.500000 Penalty: 11967.075195
	Iteration 49Q: 3 clusters Score -4020992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4020998.250000 Penalty: 11967.075195
	Iteration 50Q: 3 clusters Score -4020998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4020996.000000 Penalty: 11967.075195
	Iteration 51Q: 3 clusters Score -4020996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4020999.250000 Penalty: 11967.075195
	Iteration 52Q: 3 clusters Score -4020999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4021001.250000 Penalty: 11967.075195
	Iteration 53Q: 3 clusters Score -4021001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4021001.250000 Penalty: 11967.075195
	Iteration 54F: 3 clusters Score -4021001 nChanged 0
--- Evaluating fit on full set of 3652333 points ---
Entering Unmasked Estep 
Score: -821608704.000000 Penalty: 249896.125000
21->28 Clusters: Score -821608704.000000, best is -821685312.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1217444 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 57836 members 
Mstep: Class 3 contains 58181 members 
Mstep: Class 4 contains 58040 members 
Mstep: Class 5 contains 58142 members 
Mstep: Class 6 contains 57828 members 
Mstep: Class 7 contains 57729 members 
Mstep: Class 8 contains 58007 members 
Mstep: Class 9 contains 58099 members 
Mstep: Class 10 contains 57984 members 
Mstep: Class 11 contains 57563 members 
Mstep: Class 12 contains 57904 members 
Mstep: Class 13 contains 58418 members 
Mstep: Class 14 contains 58128 members 
Mstep: Class 15 contains 58081 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 58046 members 
Mstep: Class 18 contains 58058 members 
Mstep: Class 19 contains 58177 members 
Mstep: Class 20 contains 57687 members 
Mstep: Class 21 contains 57930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2217.829346 but Gain 8582.515625
Score: -265971344.000000 Penalty: 171650.234375
Iteration 0F: 21 clusters Score -2.659713e+08 nChanged 1149439
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 50586 members 
Mstep: Class 3 contains 58572 members 
Mstep: Class 4 contains 52263 members 
Mstep: Class 5 contains 42195 members 
Mstep: Class 6 contains 77650 members 
Mstep: Class 7 contains 121405 members 
Mstep: Class 8 contains 40621 members 
Mstep: Class 9 contains 85202 members 
Mstep: Class 10 contains 50563 members 
Mstep: Class 11 contains 64939 members 
Mstep: Class 12 contains 45563 members 
Mstep: Class 14 contains 56280 members 
Mstep: Class 15 contains 49068 members 
Mstep: Class 16 contains 112408 members 
Mstep: Class 17 contains 63832 members 
Mstep: Class 18 contains 51838 members 
Mstep: Class 19 contains 43427 members 
Mstep: Class 20 contains 68220 members 
Mstep: Class 21 contains 28645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -268796256.000000 Penalty: 171650.234375
Iteration 1F: 21 clusters Score -2.687963e+08 nChanged 497367
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 40259 members 
Mstep: Class 3 contains 57970 members 
Mstep: Class 4 contains 52798 members 
Mstep: Class 5 contains 27916 members 
Mstep: Class 6 contains 96451 members 
Mstep: Class 7 contains 134191 members 
Mstep: Class 8 contains 25421 members 
Mstep: Class 9 contains 65631 members 
Mstep: Class 10 contains 50905 members 
Mstep: Class 11 contains 77969 members 
Mstep: Class 12 contains 26716 members 
Mstep: Class 14 contains 59263 members 
Mstep: Class 15 contains 34576 members 
Mstep: Class 16 contains 172092 members 
Mstep: Class 17 contains 58513 members 
Mstep: Class 18 contains 35191 members 
Mstep: Class 19 contains 49557 members 
Mstep: Class 20 contains 88358 members 
Mstep: Class 21 contains 14437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -270012128.000000 Penalty: 171650.234375
Iteration 2F: 21 clusters Score -2.700121e+08 nChanged 440262
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 33139 members 
Mstep: Class 3 contains 49235 members 
Mstep: Class 4 contains 64489 members 
Mstep: Class 5 contains 15355 members 
Mstep: Class 6 contains 118760 members 
Mstep: Class 7 contains 132852 members 
Mstep: Class 8 contains 15223 members 
Mstep: Class 9 contains 42702 members 
Mstep: Class 10 contains 71369 members 
Mstep: Class 11 contains 81951 members 
Mstep: Class 12 contains 17107 members 
Mstep: Class 14 contains 66312 members 
Mstep: Class 15 contains 30293 members 
Mstep: Class 16 contains 158181 members 
Mstep: Class 17 contains 40779 members 
Mstep: Class 18 contains 24654 members 
Mstep: Class 19 contains 62192 members 
Mstep: Class 20 contains 98272 members 
Mstep: Class 21 contains 5501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -270890144.000000 Penalty: 171650.234375
Iteration 3F: 21 clusters Score -2.708901e+08 nChanged 354520
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 33367 members 
Mstep: Class 3 contains 32799 members 
Mstep: Class 4 contains 86002 members 
Mstep: Class 5 contains 7330 members 
Mstep: Class 6 contains 140622 members 
Mstep: Class 7 contains 109595 members 
Mstep: Class 8 contains 10930 members 
Mstep: Class 9 contains 25678 members 
Mstep: Class 10 contains 83888 members 
Mstep: Class 11 contains 84053 members 
Mstep: Class 12 contains 12983 members 
Mstep: Class 14 contains 79921 members 
Mstep: Class 15 contains 29333 members 
Mstep: Class 16 contains 115754 members 
Mstep: Class 17 contains 25224 members 
Mstep: Class 18 contains 18507 members 
Mstep: Class 19 contains 73481 members 
Mstep: Class 20 contains 111094 members 
Mstep: Class 21 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 5499.736816 but Gain 8582.515625
Score: -271487488.000000 Penalty: 163067.718750
Iteration 4F: 20 clusters Score -2.714875e+08 nChanged 257547
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 150507 members 
Mstep: Class 2 contains 32738 members 
Mstep: Class 3 contains 19844 members 
Mstep: Class 4 contains 110839 members 
Mstep: Class 6 contains 159942 members 
Mstep: Class 7 contains 85873 members 
Mstep: Class 8 contains 9919 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 87494 members 
Mstep: Class 11 contains 88283 members 
Mstep: Class 12 contains 10557 members 
Mstep: Class 14 contains 89046 members 
Mstep: Class 15 contains 26033 members 
Mstep: Class 16 contains 84803 members 
Mstep: Class 17 contains 17321 members 
Mstep: Class 18 contains 15772 members 
Mstep: Class 19 contains 77073 members 
Mstep: Class 20 contains 129422 members 
Mstep: Class 21 contains 2583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271818624.000000 Penalty: 163067.718750
Iteration 5F: 20 clusters Score -2.718186e+08 nChanged 167032
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 148770 members 
Mstep: Class 2 contains 31710 members 
Mstep: Class 3 contains 13542 members 
Mstep: Class 4 contains 131431 members 
Mstep: Class 6 contains 168071 members 
Mstep: Class 7 contains 72875 members 
Mstep: Class 8 contains 9490 members 
Mstep: Class 9 contains 16232 members 
Mstep: Class 10 contains 87847 members 
Mstep: Class 11 contains 92753 members 
Mstep: Class 12 contains 9971 members 
Mstep: Class 14 contains 89985 members 
Mstep: Class 15 contains 23224 members 
Mstep: Class 16 contains 69212 members 
Mstep: Class 17 contains 14458 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 77726 members 
Mstep: Class 20 contains 142701 members 
Mstep: Class 21 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271952448.000000 Penalty: 163067.718750
Iteration 6F: 20 clusters Score -2.719524e+08 nChanged 108817
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 144504 members 
Mstep: Class 2 contains 31250 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 144150 members 
Mstep: Class 6 contains 168695 members 
Mstep: Class 7 contains 67941 members 
Mstep: Class 8 contains 9218 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 86704 members 
Mstep: Class 11 contains 95769 members 
Mstep: Class 12 contains 11016 members 
Mstep: Class 14 contains 90154 members 
Mstep: Class 15 contains 22183 members 
Mstep: Class 16 contains 64686 members 
Mstep: Class 17 contains 13407 members 
Mstep: Class 18 contains 14478 members 
Mstep: Class 19 contains 76718 members 
Mstep: Class 20 contains 148372 members 
Mstep: Class 21 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272013024.000000 Penalty: 163067.718750
Iteration 7F: 20 clusters Score -2.72013e+08 nChanged 76271
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 142696 members 
Mstep: Class 2 contains 31145 members 
Mstep: Class 3 contains 10032 members 
Mstep: Class 4 contains 147851 members 
Mstep: Class 6 contains 168267 members 
Mstep: Class 7 contains 67299 members 
Mstep: Class 8 contains 9102 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 10 contains 84951 members 
Mstep: Class 11 contains 97824 members 
Mstep: Class 12 contains 12688 members 
Mstep: Class 14 contains 90820 members 
Mstep: Class 15 contains 21844 members 
Mstep: Class 16 contains 63462 members 
Mstep: Class 17 contains 12796 members 
Mstep: Class 18 contains 14542 members 
Mstep: Class 19 contains 74822 members 
Mstep: Class 20 contains 151284 members 
Mstep: Class 21 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272048672.000000 Penalty: 163067.718750
Iteration 8F: 20 clusters Score -2.720487e+08 nChanged 56655
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 142515 members 
Mstep: Class 2 contains 31021 members 
Mstep: Class 3 contains 9556 members 
Mstep: Class 4 contains 146473 members 
Mstep: Class 6 contains 168353 members 
Mstep: Class 7 contains 68570 members 
Mstep: Class 8 contains 9113 members 
Mstep: Class 9 contains 12359 members 
Mstep: Class 10 contains 82821 members 
Mstep: Class 11 contains 99106 members 
Mstep: Class 12 contains 14840 members 
Mstep: Class 14 contains 92051 members 
Mstep: Class 15 contains 21472 members 
Mstep: Class 16 contains 62889 members 
Mstep: Class 17 contains 12257 members 
Mstep: Class 18 contains 14803 members 
Mstep: Class 19 contains 73123 members 
Mstep: Class 20 contains 153348 members 
Mstep: Class 21 contains 2755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272072640.000000 Penalty: 163067.718750
Iteration 9Q: 20 clusters Score -2.720726e+08 nChanged 44774
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 142560 members 
Mstep: Class 2 contains 30590 members 
Mstep: Class 3 contains 9300 members 
Mstep: Class 4 contains 143432 members 
Mstep: Class 6 contains 168449 members 
Mstep: Class 7 contains 70712 members 
Mstep: Class 8 contains 9184 members 
Mstep: Class 9 contains 11580 members 
Mstep: Class 10 contains 80901 members 
Mstep: Class 11 contains 99882 members 
Mstep: Class 12 contains 17164 members 
Mstep: Class 14 contains 93500 members 
Mstep: Class 15 contains 20761 members 
Mstep: Class 16 contains 62153 members 
Mstep: Class 17 contains 12005 members 
Mstep: Class 18 contains 15272 members 
Mstep: Class 19 contains 71945 members 
Mstep: Class 20 contains 155258 members 
Mstep: Class 21 contains 2777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272091808.000000 Penalty: 163067.718750
Iteration 10Q: 20 clusters Score -2.720918e+08 nChanged 37797
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 142552 members 
Mstep: Class 2 contains 29695 members 
Mstep: Class 3 contains 9096 members 
Mstep: Class 4 contains 139935 members 
Mstep: Class 6 contains 168444 members 
Mstep: Class 7 contains 73248 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 11009 members 
Mstep: Class 10 contains 78971 members 
Mstep: Class 11 contains 100305 members 
Mstep: Class 12 contains 19663 members 
Mstep: Class 14 contains 95265 members 
Mstep: Class 15 contains 19779 members 
Mstep: Class 16 contains 61336 members 
Mstep: Class 17 contains 12072 members 
Mstep: Class 18 contains 15758 members 
Mstep: Class 19 contains 71103 members 
Mstep: Class 20 contains 157186 members 
Mstep: Class 21 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272108736.000000 Penalty: 163067.718750
Iteration 11Q: 20 clusters Score -2.721087e+08 nChanged 33135
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 142341 members 
Mstep: Class 2 contains 28486 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 136269 members 
Mstep: Class 6 contains 168409 members 
Mstep: Class 7 contains 75664 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 10625 members 
Mstep: Class 10 contains 77078 members 
Mstep: Class 11 contains 100506 members 
Mstep: Class 12 contains 22200 members 
Mstep: Class 14 contains 97505 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 60464 members 
Mstep: Class 17 contains 12560 members 
Mstep: Class 18 contains 16281 members 
Mstep: Class 19 contains 70445 members 
Mstep: Class 20 contains 158990 members 
Mstep: Class 21 contains 2805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272123328.000000 Penalty: 163067.718750
Iteration 12Q: 20 clusters Score -2.721233e+08 nChanged 30513
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 141818 members 
Mstep: Class 2 contains 27037 members 
Mstep: Class 3 contains 8925 members 
Mstep: Class 4 contains 132514 members 
Mstep: Class 6 contains 168150 members 
Mstep: Class 7 contains 78207 members 
Mstep: Class 8 contains 9175 members 
Mstep: Class 9 contains 10362 members 
Mstep: Class 10 contains 75115 members 
Mstep: Class 11 contains 100509 members 
Mstep: Class 12 contains 24627 members 
Mstep: Class 14 contains 100583 members 
Mstep: Class 15 contains 17594 members 
Mstep: Class 16 contains 59707 members 
Mstep: Class 17 contains 13221 members 
Mstep: Class 18 contains 16818 members 
Mstep: Class 19 contains 69804 members 
Mstep: Class 20 contains 160455 members 
Mstep: Class 21 contains 2805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272136576.000000 Penalty: 163067.718750
Iteration 13Q: 20 clusters Score -2.721366e+08 nChanged 28818
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 141114 members 
Mstep: Class 2 contains 25551 members 
Mstep: Class 3 contains 8946 members 
Mstep: Class 4 contains 128628 members 
Mstep: Class 6 contains 167743 members 
Mstep: Class 7 contains 80820 members 
Mstep: Class 8 contains 9123 members 
Mstep: Class 9 contains 10184 members 
Mstep: Class 10 contains 73009 members 
Mstep: Class 11 contains 100336 members 
Mstep: Class 12 contains 26946 members 
Mstep: Class 14 contains 104596 members 
Mstep: Class 15 contains 16515 members 
Mstep: Class 16 contains 59007 members 
Mstep: Class 17 contains 13958 members 
Mstep: Class 18 contains 17273 members 
Mstep: Class 19 contains 69446 members 
Mstep: Class 20 contains 161423 members 
Mstep: Class 21 contains 2808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272151520.000000 Penalty: 163067.718750
Iteration 14Q: 20 clusters Score -2.721515e+08 nChanged 27768
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 139963 members 
Mstep: Class 2 contains 24096 members 
Mstep: Class 3 contains 8997 members 
Mstep: Class 4 contains 124509 members 
Mstep: Class 6 contains 167268 members 
Mstep: Class 7 contains 83650 members 
Mstep: Class 8 contains 9105 members 
Mstep: Class 9 contains 10068 members 
Mstep: Class 10 contains 70999 members 
Mstep: Class 11 contains 99999 members 
Mstep: Class 12 contains 29008 members 
Mstep: Class 14 contains 109476 members 
Mstep: Class 15 contains 15606 members 
Mstep: Class 16 contains 58388 members 
Mstep: Class 17 contains 14520 members 
Mstep: Class 18 contains 17680 members 
Mstep: Class 19 contains 69401 members 
Mstep: Class 20 contains 161884 members 
Mstep: Class 21 contains 2809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272167264.000000 Penalty: 163067.718750
Iteration 15Q: 20 clusters Score -2.721673e+08 nChanged 27195
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 138459 members 
Mstep: Class 2 contains 22758 members 
Mstep: Class 3 contains 9052 members 
Mstep: Class 4 contains 120214 members 
Mstep: Class 6 contains 166635 members 
Mstep: Class 7 contains 86466 members 
Mstep: Class 8 contains 9097 members 
Mstep: Class 9 contains 9956 members 
Mstep: Class 10 contains 69251 members 
Mstep: Class 11 contains 99601 members 
Mstep: Class 12 contains 30755 members 
Mstep: Class 14 contains 115270 members 
Mstep: Class 15 contains 14878 members 
Mstep: Class 16 contains 57797 members 
Mstep: Class 17 contains 14880 members 
Mstep: Class 18 contains 17994 members 
Mstep: Class 19 contains 69542 members 
Mstep: Class 20 contains 162012 members 
Mstep: Class 21 contains 2809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272181792.000000 Penalty: 163067.718750
Iteration 16Q: 20 clusters Score -2.721818e+08 nChanged 26620
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 136464 members 
Mstep: Class 2 contains 21661 members 
Mstep: Class 3 contains 9085 members 
Mstep: Class 4 contains 115847 members 
Mstep: Class 6 contains 165884 members 
Mstep: Class 7 contains 89100 members 
Mstep: Class 8 contains 9113 members 
Mstep: Class 9 contains 9878 members 
Mstep: Class 10 contains 67719 members 
Mstep: Class 11 contains 99009 members 
Mstep: Class 12 contains 32313 members 
Mstep: Class 14 contains 121689 members 
Mstep: Class 15 contains 14445 members 
Mstep: Class 16 contains 57256 members 
Mstep: Class 17 contains 15137 members 
Mstep: Class 18 contains 18198 members 
Mstep: Class 19 contains 70051 members 
Mstep: Class 20 contains 161767 members 
Mstep: Class 21 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272197696.000000 Penalty: 163067.718750
Iteration 17Q: 20 clusters Score -2.721977e+08 nChanged 26390
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 133806 members 
Mstep: Class 2 contains 20823 members 
Mstep: Class 3 contains 9081 members 
Mstep: Class 4 contains 111948 members 
Mstep: Class 6 contains 165012 members 
Mstep: Class 7 contains 91280 members 
Mstep: Class 8 contains 9135 members 
Mstep: Class 9 contains 9809 members 
Mstep: Class 10 contains 66749 members 
Mstep: Class 11 contains 98335 members 
Mstep: Class 12 contains 33668 members 
Mstep: Class 14 contains 128168 members 
Mstep: Class 15 contains 14141 members 
Mstep: Class 16 contains 56816 members 
Mstep: Class 17 contains 15330 members 
Mstep: Class 18 contains 18342 members 
Mstep: Class 19 contains 70734 members 
Mstep: Class 20 contains 161438 members 
Mstep: Class 21 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272220064.000000 Penalty: 163067.718750
Iteration 18Q: 20 clusters Score -2.722201e+08 nChanged 25496
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 130155 members 
Mstep: Class 2 contains 20137 members 
Mstep: Class 3 contains 9005 members 
Mstep: Class 4 contains 110941 members 
Mstep: Class 6 contains 164032 members 
Mstep: Class 7 contains 92877 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 9784 members 
Mstep: Class 10 contains 66159 members 
Mstep: Class 11 contains 97625 members 
Mstep: Class 12 contains 34869 members 
Mstep: Class 14 contains 132886 members 
Mstep: Class 15 contains 14043 members 
Mstep: Class 16 contains 56511 members 
Mstep: Class 17 contains 15456 members 
Mstep: Class 18 contains 18345 members 
Mstep: Class 19 contains 71580 members 
Mstep: Class 20 contains 161075 members 
Mstep: Class 21 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272243360.000000 Penalty: 163067.718750
Iteration 19Q: 20 clusters Score -2.722434e+08 nChanged 22695
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 126191 members 
Mstep: Class 2 contains 19581 members 
Mstep: Class 3 contains 8941 members 
Mstep: Class 4 contains 113599 members 
Mstep: Class 6 contains 163025 members 
Mstep: Class 7 contains 94115 members 
Mstep: Class 8 contains 9156 members 
Mstep: Class 9 contains 9742 members 
Mstep: Class 10 contains 65951 members 
Mstep: Class 11 contains 96829 members 
Mstep: Class 12 contains 35890 members 
Mstep: Class 14 contains 134298 members 
Mstep: Class 15 contains 13994 members 
Mstep: Class 16 contains 56293 members 
Mstep: Class 17 contains 15481 members 
Mstep: Class 18 contains 18220 members 
Mstep: Class 19 contains 72580 members 
Mstep: Class 20 contains 160730 members 
Mstep: Class 21 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272255232.000000 Penalty: 163067.718750
Iteration 20F: 20 clusters Score -2.722552e+08 nChanged 19361
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 123276 members 
Mstep: Class 2 contains 18783 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 4 contains 116127 members 
Mstep: Class 6 contains 162061 members 
Mstep: Class 7 contains 95686 members 
Mstep: Class 8 contains 9183 members 
Mstep: Class 9 contains 9699 members 
Mstep: Class 10 contains 65582 members 
Mstep: Class 11 contains 95778 members 
Mstep: Class 12 contains 36709 members 
Mstep: Class 14 contains 134562 members 
Mstep: Class 15 contains 14521 members 
Mstep: Class 16 contains 56169 members 
Mstep: Class 17 contains 15742 members 
Mstep: Class 18 contains 17880 members 
Mstep: Class 19 contains 73676 members 
Mstep: Class 20 contains 160220 members 
Mstep: Class 21 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272263808.000000 Penalty: 163067.718750
Iteration 21Q: 20 clusters Score -2.722638e+08 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 121254 members 
Mstep: Class 2 contains 18164 members 
Mstep: Class 3 contains 9055 members 
Mstep: Class 4 contains 118123 members 
Mstep: Class 6 contains 161114 members 
Mstep: Class 7 contains 97327 members 
Mstep: Class 8 contains 9234 members 
Mstep: Class 9 contains 9690 members 
Mstep: Class 10 contains 65192 members 
Mstep: Class 11 contains 94837 members 
Mstep: Class 12 contains 37330 members 
Mstep: Class 14 contains 134502 members 
Mstep: Class 15 contains 14750 members 
Mstep: Class 16 contains 56072 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 17553 members 
Mstep: Class 19 contains 74767 members 
Mstep: Class 20 contains 159772 members 
Mstep: Class 21 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272269152.000000 Penalty: 163067.718750
Iteration 22Q: 20 clusters Score -2.722692e+08 nChanged 13672
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 17701 members 
Mstep: Class 3 contains 9251 members 
Mstep: Class 4 contains 119687 members 
Mstep: Class 6 contains 160183 members 
Mstep: Class 7 contains 98758 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 9721 members 
Mstep: Class 10 contains 64858 members 
Mstep: Class 11 contains 93886 members 
Mstep: Class 12 contains 37925 members 
Mstep: Class 14 contains 134280 members 
Mstep: Class 15 contains 14885 members 
Mstep: Class 16 contains 56047 members 
Mstep: Class 17 contains 15871 members 
Mstep: Class 18 contains 17204 members 
Mstep: Class 19 contains 75842 members 
Mstep: Class 20 contains 159301 members 
Mstep: Class 21 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272274496.000000 Penalty: 163067.718750
Iteration 23Q: 20 clusters Score -2.722745e+08 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 118967 members 
Mstep: Class 2 contains 17317 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 120805 members 
Mstep: Class 6 contains 159214 members 
Mstep: Class 7 contains 100035 members 
Mstep: Class 8 contains 9402 members 
Mstep: Class 9 contains 9739 members 
Mstep: Class 10 contains 64536 members 
Mstep: Class 11 contains 92992 members 
Mstep: Class 12 contains 38445 members 
Mstep: Class 14 contains 134045 members 
Mstep: Class 15 contains 14997 members 
Mstep: Class 16 contains 56119 members 
Mstep: Class 17 contains 15770 members 
Mstep: Class 18 contains 16895 members 
Mstep: Class 19 contains 76839 members 
Mstep: Class 20 contains 158853 members 
Mstep: Class 21 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272278432.000000 Penalty: 163067.718750
Iteration 24Q: 20 clusters Score -2.722784e+08 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 118238 members 
Mstep: Class 2 contains 16976 members 
Mstep: Class 3 contains 10194 members 
Mstep: Class 4 contains 121611 members 
Mstep: Class 6 contains 158249 members 
Mstep: Class 7 contains 101135 members 
Mstep: Class 8 contains 9525 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 64232 members 
Mstep: Class 11 contains 92195 members 
Mstep: Class 12 contains 38931 members 
Mstep: Class 14 contains 133814 members 
Mstep: Class 15 contains 15118 members 
Mstep: Class 16 contains 56168 members 
Mstep: Class 17 contains 15598 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 77733 members 
Mstep: Class 20 contains 158477 members 
Mstep: Class 21 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272282240.000000 Penalty: 163067.718750
Iteration 25Q: 20 clusters Score -2.722822e+08 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 117658 members 
Mstep: Class 2 contains 16820 members 
Mstep: Class 3 contains 10909 members 
Mstep: Class 4 contains 122204 members 
Mstep: Class 6 contains 157348 members 
Mstep: Class 7 contains 102090 members 
Mstep: Class 8 contains 9702 members 
Mstep: Class 9 contains 9794 members 
Mstep: Class 10 contains 63832 members 
Mstep: Class 11 contains 91485 members 
Mstep: Class 12 contains 39330 members 
Mstep: Class 14 contains 133624 members 
Mstep: Class 15 contains 15282 members 
Mstep: Class 16 contains 56215 members 
Mstep: Class 17 contains 15418 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 78377 members 
Mstep: Class 20 contains 158115 members 
Mstep: Class 21 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272287424.000000 Penalty: 163067.718750
Iteration 26Q: 20 clusters Score -2.722874e+08 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 117217 members 
Mstep: Class 2 contains 16714 members 
Mstep: Class 3 contains 11699 members 
Mstep: Class 4 contains 122578 members 
Mstep: Class 6 contains 156508 members 
Mstep: Class 7 contains 102843 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 9804 members 
Mstep: Class 10 contains 63583 members 
Mstep: Class 11 contains 90836 members 
Mstep: Class 12 contains 39642 members 
Mstep: Class 14 contains 133409 members 
Mstep: Class 15 contains 15463 members 
Mstep: Class 16 contains 56285 members 
Mstep: Class 17 contains 15266 members 
Mstep: Class 18 contains 16197 members 
Mstep: Class 19 contains 78809 members 
Mstep: Class 20 contains 157853 members 
Mstep: Class 21 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272292384.000000 Penalty: 163067.718750
Iteration 27Q: 20 clusters Score -2.722924e+08 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116857 members 
Mstep: Class 2 contains 16590 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 122785 members 
Mstep: Class 6 contains 155748 members 
Mstep: Class 7 contains 103458 members 
Mstep: Class 8 contains 10141 members 
Mstep: Class 9 contains 9833 members 
Mstep: Class 10 contains 63355 members 
Mstep: Class 11 contains 90168 members 
Mstep: Class 12 contains 39941 members 
Mstep: Class 14 contains 133262 members 
Mstep: Class 15 contains 15584 members 
Mstep: Class 16 contains 56342 members 
Mstep: Class 17 contains 15108 members 
Mstep: Class 18 contains 16009 members 
Mstep: Class 19 contains 79115 members 
Mstep: Class 20 contains 157704 members 
Mstep: Class 21 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272295232.000000 Penalty: 163067.718750
Iteration 28Q: 20 clusters Score -2.722952e+08 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 16570 members 
Mstep: Class 3 contains 13573 members 
Mstep: Class 4 contains 122807 members 
Mstep: Class 6 contains 155065 members 
Mstep: Class 7 contains 103998 members 
Mstep: Class 8 contains 10388 members 
Mstep: Class 9 contains 9856 members 
Mstep: Class 10 contains 63020 members 
Mstep: Class 11 contains 89540 members 
Mstep: Class 12 contains 40237 members 
Mstep: Class 14 contains 133172 members 
Mstep: Class 15 contains 15669 members 
Mstep: Class 16 contains 56448 members 
Mstep: Class 17 contains 14986 members 
Mstep: Class 18 contains 15822 members 
Mstep: Class 19 contains 79227 members 
Mstep: Class 20 contains 157593 members 
Mstep: Class 21 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272298432.000000 Penalty: 163067.718750
Iteration 29Q: 20 clusters Score -2.722984e+08 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116474 members 
Mstep: Class 2 contains 16670 members 
Mstep: Class 3 contains 14405 members 
Mstep: Class 4 contains 122803 members 
Mstep: Class 6 contains 154415 members 
Mstep: Class 7 contains 104518 members 
Mstep: Class 8 contains 10669 members 
Mstep: Class 9 contains 9872 members 
Mstep: Class 10 contains 62538 members 
Mstep: Class 11 contains 88991 members 
Mstep: Class 12 contains 40506 members 
Mstep: Class 14 contains 133086 members 
Mstep: Class 15 contains 15779 members 
Mstep: Class 16 contains 56587 members 
Mstep: Class 17 contains 14888 members 
Mstep: Class 18 contains 15675 members 
Mstep: Class 19 contains 79210 members 
Mstep: Class 20 contains 157521 members 
Mstep: Class 21 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272302048.000000 Penalty: 163067.718750
Iteration 30Q: 20 clusters Score -2.72302e+08 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116376 members 
Mstep: Class 2 contains 16701 members 
Mstep: Class 3 contains 15120 members 
Mstep: Class 4 contains 122747 members 
Mstep: Class 6 contains 153875 members 
Mstep: Class 7 contains 104931 members 
Mstep: Class 8 contains 10994 members 
Mstep: Class 9 contains 9914 members 
Mstep: Class 10 contains 62176 members 
Mstep: Class 11 contains 88532 members 
Mstep: Class 12 contains 40746 members 
Mstep: Class 14 contains 132990 members 
Mstep: Class 15 contains 15871 members 
Mstep: Class 16 contains 56772 members 
Mstep: Class 17 contains 14805 members 
Mstep: Class 18 contains 15529 members 
Mstep: Class 19 contains 79076 members 
Mstep: Class 20 contains 157453 members 
Mstep: Class 21 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272303936.000000 Penalty: 163067.718750
Iteration 31Q: 20 clusters Score -2.723039e+08 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116267 members 
Mstep: Class 2 contains 16710 members 
Mstep: Class 3 contains 15705 members 
Mstep: Class 4 contains 122727 members 
Mstep: Class 6 contains 153399 members 
Mstep: Class 7 contains 105324 members 
Mstep: Class 8 contains 11292 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 61869 members 
Mstep: Class 11 contains 88066 members 
Mstep: Class 12 contains 40989 members 
Mstep: Class 14 contains 132924 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 56954 members 
Mstep: Class 17 contains 14754 members 
Mstep: Class 18 contains 15406 members 
Mstep: Class 19 contains 78880 members 
Mstep: Class 20 contains 157440 members 
Mstep: Class 21 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272305440.000000 Penalty: 163067.718750
Iteration 32Q: 20 clusters Score -2.723054e+08 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116194 members 
Mstep: Class 2 contains 16643 members 
Mstep: Class 3 contains 16167 members 
Mstep: Class 4 contains 122709 members 
Mstep: Class 6 contains 152935 members 
Mstep: Class 7 contains 105728 members 
Mstep: Class 8 contains 11604 members 
Mstep: Class 9 contains 9997 members 
Mstep: Class 10 contains 61657 members 
Mstep: Class 11 contains 87671 members 
Mstep: Class 12 contains 41195 members 
Mstep: Class 14 contains 132821 members 
Mstep: Class 15 contains 16036 members 
Mstep: Class 16 contains 57169 members 
Mstep: Class 17 contains 14700 members 
Mstep: Class 18 contains 15303 members 
Mstep: Class 19 contains 78664 members 
Mstep: Class 20 contains 157413 members 
Mstep: Class 21 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272306272.000000 Penalty: 163067.718750
Iteration 33Q: 20 clusters Score -2.723063e+08 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 16501 members 
Mstep: Class 3 contains 16535 members 
Mstep: Class 4 contains 122681 members 
Mstep: Class 6 contains 152520 members 
Mstep: Class 7 contains 106149 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 10034 members 
Mstep: Class 10 contains 61458 members 
Mstep: Class 11 contains 87306 members 
Mstep: Class 12 contains 41381 members 
Mstep: Class 14 contains 132764 members 
Mstep: Class 15 contains 16087 members 
Mstep: Class 16 contains 57409 members 
Mstep: Class 17 contains 14675 members 
Mstep: Class 18 contains 15214 members 
Mstep: Class 19 contains 78434 members 
Mstep: Class 20 contains 157358 members 
Mstep: Class 21 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272308032.000000 Penalty: 163067.718750
Iteration 34Q: 20 clusters Score -2.72308e+08 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116110 members 
Mstep: Class 2 contains 16378 members 
Mstep: Class 3 contains 16810 members 
Mstep: Class 4 contains 122715 members 
Mstep: Class 6 contains 152189 members 
Mstep: Class 7 contains 106514 members 
Mstep: Class 8 contains 12266 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 61252 members 
Mstep: Class 11 contains 86945 members 
Mstep: Class 12 contains 41557 members 
Mstep: Class 14 contains 132686 members 
Mstep: Class 15 contains 16142 members 
Mstep: Class 16 contains 57650 members 
Mstep: Class 17 contains 14670 members 
Mstep: Class 18 contains 15123 members 
Mstep: Class 19 contains 78237 members 
Mstep: Class 20 contains 157282 members 
Mstep: Class 21 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272309728.000000 Penalty: 163067.718750
Iteration 35Q: 20 clusters Score -2.723097e+08 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116069 members 
Mstep: Class 2 contains 16210 members 
Mstep: Class 3 contains 17022 members 
Mstep: Class 4 contains 122750 members 
Mstep: Class 6 contains 151921 members 
Mstep: Class 7 contains 106785 members 
Mstep: Class 8 contains 12574 members 
Mstep: Class 9 contains 10127 members 
Mstep: Class 10 contains 61110 members 
Mstep: Class 11 contains 86623 members 
Mstep: Class 12 contains 41681 members 
Mstep: Class 14 contains 132637 members 
Mstep: Class 15 contains 16192 members 
Mstep: Class 16 contains 57909 members 
Mstep: Class 17 contains 14648 members 
Mstep: Class 18 contains 15043 members 
Mstep: Class 19 contains 78017 members 
Mstep: Class 20 contains 157288 members 
Mstep: Class 21 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272310144.000000 Penalty: 163067.718750
Iteration 36Q: 20 clusters Score -2.723101e+08 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116057 members 
Mstep: Class 2 contains 16007 members 
Mstep: Class 3 contains 17200 members 
Mstep: Class 4 contains 122767 members 
Mstep: Class 6 contains 151650 members 
Mstep: Class 7 contains 107096 members 
Mstep: Class 8 contains 12922 members 
Mstep: Class 9 contains 10170 members 
Mstep: Class 10 contains 61015 members 
Mstep: Class 11 contains 86311 members 
Mstep: Class 12 contains 41775 members 
Mstep: Class 14 contains 132605 members 
Mstep: Class 15 contains 16222 members 
Mstep: Class 16 contains 58138 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 14980 members 
Mstep: Class 19 contains 77760 members 
Mstep: Class 20 contains 157294 members 
Mstep: Class 21 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272311104.000000 Penalty: 163067.718750
Iteration 37Q: 20 clusters Score -2.723111e+08 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116052 members 
Mstep: Class 2 contains 15771 members 
Mstep: Class 3 contains 17348 members 
Mstep: Class 4 contains 122767 members 
Mstep: Class 6 contains 151401 members 
Mstep: Class 7 contains 107403 members 
Mstep: Class 8 contains 13271 members 
Mstep: Class 9 contains 10219 members 
Mstep: Class 10 contains 60915 members 
Mstep: Class 11 contains 86075 members 
Mstep: Class 12 contains 41830 members 
Mstep: Class 14 contains 132593 members 
Mstep: Class 15 contains 16265 members 
Mstep: Class 16 contains 58373 members 
Mstep: Class 17 contains 14627 members 
Mstep: Class 18 contains 14898 members 
Mstep: Class 19 contains 77497 members 
Mstep: Class 20 contains 157301 members 
Mstep: Class 21 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272311264.000000 Penalty: 163067.718750
Iteration 38Q: 20 clusters Score -2.723113e+08 nChanged 3149
Entering ConstructFrom: 
Score: -272311264.000000 Penalty: 163067.718750
Entering ConstructFrom: 
Trying to split cluster 1 (116045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116045 members 
Entering Unmasked Estep 
Score: -26372244.000000 Penalty: 7142.812012
	Iteration 0F: 2 clusters Score -2.637224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -26293512.000000 Penalty: 14285.624023
	Iteration 0F: 3 clusters Score -2.629351e+07 nChanged 53350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -26322714.000000 Penalty: 14285.624023
	Iteration 1F: 3 clusters Score -2.632271e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -26323784.000000 Penalty: 14285.624023
	Iteration 2Q: 3 clusters Score -2.632378e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -26324832.000000 Penalty: 14285.624023
	Iteration 3Q: 3 clusters Score -2.632483e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -26325608.000000 Penalty: 14285.624023
	Iteration 4Q: 3 clusters Score -2.632561e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -26326228.000000 Penalty: 14285.624023
	Iteration 5Q: 3 clusters Score -2.632623e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -26327316.000000 Penalty: 14285.624023
	Iteration 6Q: 3 clusters Score -2.632732e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -26328648.000000 Penalty: 14285.624023
	Iteration 7Q: 3 clusters Score -2.632865e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -26330732.000000 Penalty: 14285.624023
	Iteration 8Q: 3 clusters Score -2.633073e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -26334022.000000 Penalty: 14285.624023
	Iteration 9F: 3 clusters Score -2.633402e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -26339196.000000 Penalty: 14285.624023
	Iteration 10F: 3 clusters Score -2.63392e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -26346084.000000 Penalty: 14285.624023
	Iteration 11F: 3 clusters Score -2.634608e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -26353454.000000 Penalty: 14285.624023
	Iteration 12F: 3 clusters Score -2.635345e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -26359126.000000 Penalty: 14285.624023
	Iteration 13F: 3 clusters Score -2.635913e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -26362498.000000 Penalty: 14285.624023
	Iteration 14Q: 3 clusters Score -2.63625e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -26364204.000000 Penalty: 14285.624023
	Iteration 15Q: 3 clusters Score -2.63642e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -26365088.000000 Penalty: 14285.624023
	Iteration 16Q: 3 clusters Score -2.636509e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -26365580.000000 Penalty: 14285.624023
	Iteration 17Q: 3 clusters Score -2.636558e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114244 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -26365830.000000 Penalty: 14285.624023
	Iteration 18Q: 3 clusters Score -2.636583e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114333 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -26365996.000000 Penalty: 14285.624023
	Iteration 19Q: 3 clusters Score -2.6366e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114389 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -26366078.000000 Penalty: 14285.624023
	Iteration 20F: 3 clusters Score -2.636608e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114436 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -26366176.000000 Penalty: 14285.624023
	Iteration 21Q: 3 clusters Score -2.636618e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114475 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -26366234.000000 Penalty: 14285.624023
	Iteration 22Q: 3 clusters Score -2.636623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114494 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -26366242.000000 Penalty: 14285.624023
	Iteration 23Q: 3 clusters Score -2.636624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114508 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -26366242.000000 Penalty: 14285.624023
	Iteration 24Q: 3 clusters Score -2.636624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114517 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -26366260.000000 Penalty: 14285.624023
	Iteration 25Q: 3 clusters Score -2.636626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -26366286.000000 Penalty: 14285.624023
	Iteration 26Q: 3 clusters Score -2.636629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114523 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -26366304.000000 Penalty: 14285.624023
	Iteration 27Q: 3 clusters Score -2.63663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114531 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -26366306.000000 Penalty: 14285.624023
	Iteration 28Q: 3 clusters Score -2.636631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114540 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -26366320.000000 Penalty: 14285.624023
	Iteration 29Q: 3 clusters Score -2.636632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114544 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -26366334.000000 Penalty: 14285.624023
	Iteration 30Q: 3 clusters Score -2.636633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114547 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -26366322.000000 Penalty: 14285.624023
	Iteration 31Q: 3 clusters Score -2.636632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114549 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -26366326.000000 Penalty: 14285.624023
	Iteration 32Q: 3 clusters Score -2.636633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114550 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -26366326.000000 Penalty: 14285.624023
	Iteration 33Q: 3 clusters Score -2.636633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114553 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -26366338.000000 Penalty: 14285.624023
	Iteration 34Q: 3 clusters Score -2.636634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114551 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -26366328.000000 Penalty: 14285.624023
	Iteration 35Q: 3 clusters Score -2.636633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114552 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -26366348.000000 Penalty: 14285.624023
	Iteration 36Q: 3 clusters Score -2.636635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114555 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -26366352.000000 Penalty: 14285.624023
	Iteration 37Q: 3 clusters Score -2.636635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114555 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -26366352.000000 Penalty: 14285.624023
	Iteration 38F: 3 clusters Score -2.636635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Entering Unmasked Estep 
Score: -3438292.500000 Penalty: 5912.012695
	Iteration 0F: 2 clusters Score -3438292 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 7852 members 
Entering Unmasked Estep 
Score: -3424709.500000 Penalty: 11824.025391
	Iteration 0F: 3 clusters Score -3424710 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3427983.750000 Penalty: 11824.025391
	Iteration 1F: 3 clusters Score -3427984 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3428834.250000 Penalty: 11824.025391
	Iteration 2F: 3 clusters Score -3428834 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3429665.000000 Penalty: 11824.025391
	Iteration 3F: 3 clusters Score -3429665 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3430569.250000 Penalty: 11824.025391
	Iteration 4F: 3 clusters Score -3430569 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3431565.500000 Penalty: 11824.025391
	Iteration 5F: 3 clusters Score -3431566 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3432714.000000 Penalty: 11824.025391
	Iteration 6F: 3 clusters Score -3432714 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3433823.000000 Penalty: 11824.025391
	Iteration 7F: 3 clusters Score -3433823 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3434756.750000 Penalty: 11824.025391
	Iteration 8F: 3 clusters Score -3434757 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3435354.250000 Penalty: 11824.025391
	Iteration 9Q: 3 clusters Score -3435354 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3435766.500000 Penalty: 11824.025391
	Iteration 10Q: 3 clusters Score -3435766 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3436041.500000 Penalty: 11824.025391
	Iteration 11Q: 3 clusters Score -3436042 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3436240.750000 Penalty: 11824.025391
	Iteration 12Q: 3 clusters Score -3436241 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3436389.500000 Penalty: 11824.025391
	Iteration 13Q: 3 clusters Score -3436390 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3436487.750000 Penalty: 11824.025391
	Iteration 14Q: 3 clusters Score -3436488 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3436571.750000 Penalty: 11824.025391
	Iteration 15Q: 3 clusters Score -3436572 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3436651.750000 Penalty: 11824.025391
	Iteration 16Q: 3 clusters Score -3436652 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3436706.500000 Penalty: 11824.025391
	Iteration 17Q: 3 clusters Score -3436706 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3436805.500000 Penalty: 11824.025391
	Iteration 18Q: 3 clusters Score -3436806 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3436899.250000 Penalty: 11824.025391
	Iteration 19Q: 3 clusters Score -3436899 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3437017.250000 Penalty: 11824.025391
	Iteration 20F: 3 clusters Score -3437017 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3437146.000000 Penalty: 11824.025391
	Iteration 21Q: 3 clusters Score -3437146 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3437302.500000 Penalty: 11824.025391
	Iteration 22Q: 3 clusters Score -3437302 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3437453.250000 Penalty: 11824.025391
	Iteration 23Q: 3 clusters Score -3437453 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3437611.500000 Penalty: 11824.025391
	Iteration 24Q: 3 clusters Score -3437612 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3437741.000000 Penalty: 11824.025391
	Iteration 25Q: 3 clusters Score -3437741 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -3437852.500000 Penalty: 11824.025391
	Iteration 26Q: 3 clusters Score -3437852 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3437963.500000 Penalty: 11824.025391
	Iteration 27Q: 3 clusters Score -3437964 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3438050.250000 Penalty: 11824.025391
	Iteration 28Q: 3 clusters Score -3438050 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3438101.750000 Penalty: 11824.025391
	Iteration 29Q: 3 clusters Score -3438102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3438140.750000 Penalty: 11824.025391
	Iteration 30Q: 3 clusters Score -3438141 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3438202.250000 Penalty: 11824.025391
	Iteration 31Q: 3 clusters Score -3438202 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3438220.500000 Penalty: 11824.025391
	Iteration 32Q: 3 clusters Score -3438220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -3438247.500000 Penalty: 11824.025391
	Iteration 33Q: 3 clusters Score -3438248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3438264.500000 Penalty: 11824.025391
	Iteration 34Q: 3 clusters Score -3438264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3438285.250000 Penalty: 11824.025391
	Iteration 35Q: 3 clusters Score -3438285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3438296.500000 Penalty: 11824.025391
	Iteration 36Q: 3 clusters Score -3438296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3438295.750000 Penalty: 11824.025391
	Iteration 37Q: 3 clusters Score -3438296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3438297.750000 Penalty: 11824.025391
	Iteration 38Q: 3 clusters Score -3438298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3438307.000000 Penalty: 11824.025391
	Iteration 39Q: 3 clusters Score -3438307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3438314.750000 Penalty: 11824.025391
	Iteration 40F: 3 clusters Score -3438315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3438319.000000 Penalty: 11824.025391
	Iteration 41Q: 3 clusters Score -3438319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3438321.500000 Penalty: 11824.025391
	Iteration 42Q: 3 clusters Score -3438322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3438331.750000 Penalty: 11824.025391
	Iteration 43Q: 3 clusters Score -3438332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3438332.250000 Penalty: 11824.025391
	Iteration 44Q: 3 clusters Score -3438332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3438343.000000 Penalty: 11824.025391
	Iteration 45Q: 3 clusters Score -3438343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3438346.500000 Penalty: 11824.025391
	Iteration 46Q: 3 clusters Score -3438346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3438356.750000 Penalty: 11824.025391
	Iteration 47Q: 3 clusters Score -3438357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3438356.750000 Penalty: 11824.025391
	Iteration 48Q: 3 clusters Score -3438357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3438358.250000 Penalty: 11824.025391
	Iteration 49Q: 3 clusters Score -3438358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3438363.250000 Penalty: 11824.025391
	Iteration 50Q: 3 clusters Score -3438363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3438363.250000 Penalty: 11824.025391
	Iteration 51F: 3 clusters Score -3438363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 10046 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 122777 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 151221 members 
Mstep: Class 7 contains 107646 members 
Mstep: Class 8 contains 13587 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 60799 members 
Mstep: Class 11 contains 85842 members 
Mstep: Class 12 contains 41867 members 
Mstep: Class 14 contains 132586 members 
Mstep: Class 15 contains 16321 members 
Mstep: Class 16 contains 58605 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 14815 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 157274 members 
Mstep: Class 21 contains 2820 members 
Entering Unmasked Estep 
Score: -272307104.000000 Penalty: 171650.234375
Splitting cluster 2 changes total score from -272311264.000000 to -272307104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (17477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Entering Unmasked Estep 
Score: -4042629.500000 Penalty: 5983.292969
	Iteration 0F: 2 clusters Score -4042630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -4027583.000000 Penalty: 11966.585938
	Iteration 0F: 3 clusters Score -4027583 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -4031253.750000 Penalty: 11966.585938
	Iteration 1F: 3 clusters Score -4031254 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -4031816.250000 Penalty: 11966.585938
	Iteration 2F: 3 clusters Score -4031816 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -4032184.750000 Penalty: 11966.585938
	Iteration 3Q: 3 clusters Score -4032185 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -4032434.000000 Penalty: 11966.585938
	Iteration 4Q: 3 clusters Score -4032434 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4032612.750000 Penalty: 11966.585938
	Iteration 5Q: 3 clusters Score -4032613 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -4032748.500000 Penalty: 11966.585938
	Iteration 6Q: 3 clusters Score -4032748 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -4032857.750000 Penalty: 11966.585938
	Iteration 7Q: 3 clusters Score -4032858 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -4032938.750000 Penalty: 11966.585938
	Iteration 8Q: 3 clusters Score -4032939 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -4033017.750000 Penalty: 11966.585938
	Iteration 9Q: 3 clusters Score -4033018 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -4033094.250000 Penalty: 11966.585938
	Iteration 10Q: 3 clusters Score -4033094 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4033172.000000 Penalty: 11966.585938
	Iteration 11Q: 3 clusters Score -4033172 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4033224.000000 Penalty: 11966.585938
	Iteration 12Q: 3 clusters Score -4033224 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4033283.000000 Penalty: 11966.585938
	Iteration 13Q: 3 clusters Score -4033283 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4033355.500000 Penalty: 11966.585938
	Iteration 14Q: 3 clusters Score -4033356 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4033407.250000 Penalty: 11966.585938
	Iteration 15Q: 3 clusters Score -4033407 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4033474.000000 Penalty: 11966.585938
	Iteration 16Q: 3 clusters Score -4033474 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -4033529.250000 Penalty: 11966.585938
	Iteration 17Q: 3 clusters Score -4033529 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4033618.750000 Penalty: 11966.585938
	Iteration 18Q: 3 clusters Score -4033619 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -4033718.750000 Penalty: 11966.585938
	Iteration 19Q: 3 clusters Score -4033719 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -4033832.250000 Penalty: 11966.585938
	Iteration 20F: 3 clusters Score -4033832 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -4033944.250000 Penalty: 11966.585938
	Iteration 21Q: 3 clusters Score -4033944 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -4034101.000000 Penalty: 11966.585938
	Iteration 22Q: 3 clusters Score -4034101 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -4034250.250000 Penalty: 11966.585938
	Iteration 23Q: 3 clusters Score -4034250 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4034415.500000 Penalty: 11966.585938
	Iteration 24Q: 3 clusters Score -4034416 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4034623.750000 Penalty: 11966.585938
	Iteration 25Q: 3 clusters Score -4034624 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -4034883.500000 Penalty: 11966.585938
	Iteration 26Q: 3 clusters Score -4034884 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4035143.250000 Penalty: 11966.585938
	Iteration 27Q: 3 clusters Score -4035143 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4035374.250000 Penalty: 11966.585938
	Iteration 28Q: 3 clusters Score -4035374 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -4035615.750000 Penalty: 11966.585938
	Iteration 29Q: 3 clusters Score -4035616 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -4035864.000000 Penalty: 11966.585938
	Iteration 30Q: 3 clusters Score -4035864 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -4036117.500000 Penalty: 11966.585938
	Iteration 31Q: 3 clusters Score -4036118 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -4036365.500000 Penalty: 11966.585938
	Iteration 32Q: 3 clusters Score -4036366 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4036556.000000 Penalty: 11966.585938
	Iteration 33Q: 3 clusters Score -4036556 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4036692.000000 Penalty: 11966.585938
	Iteration 34Q: 3 clusters Score -4036692 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4036797.500000 Penalty: 11966.585938
	Iteration 35Q: 3 clusters Score -4036798 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4036889.250000 Penalty: 11966.585938
	Iteration 36Q: 3 clusters Score -4036889 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -4036963.500000 Penalty: 11966.585938
	Iteration 37Q: 3 clusters Score -4036964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4037038.000000 Penalty: 11966.585938
	Iteration 38Q: 3 clusters Score -4037038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -4037100.500000 Penalty: 11966.585938
	Iteration 39Q: 3 clusters Score -4037100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -4037142.000000 Penalty: 11966.585938
	Iteration 40F: 3 clusters Score -4037142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4037175.000000 Penalty: 11966.585938
	Iteration 41Q: 3 clusters Score -4037175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -4037204.750000 Penalty: 11966.585938
	Iteration 42Q: 3 clusters Score -4037205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4037220.000000 Penalty: 11966.585938
	Iteration 43Q: 3 clusters Score -4037220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -4037241.000000 Penalty: 11966.585938
	Iteration 44Q: 3 clusters Score -4037241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -4037251.000000 Penalty: 11966.585938
	Iteration 45Q: 3 clusters Score -4037251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4037273.250000 Penalty: 11966.585938
	Iteration 46Q: 3 clusters Score -4037273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -4037286.250000 Penalty: 11966.585938
	Iteration 47Q: 3 clusters Score -4037286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4037298.000000 Penalty: 11966.585938
	Iteration 48Q: 3 clusters Score -4037298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -4037314.250000 Penalty: 11966.585938
	Iteration 49Q: 3 clusters Score -4037314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -4037316.000000 Penalty: 11966.585938
	Iteration 50Q: 3 clusters Score -4037316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -4037335.500000 Penalty: 11966.585938
	Iteration 51Q: 3 clusters Score -4037336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -4037342.000000 Penalty: 11966.585938
	Iteration 52Q: 3 clusters Score -4037342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4037347.250000 Penalty: 11966.585938
	Iteration 53Q: 3 clusters Score -4037347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4037347.750000 Penalty: 11966.585938
	Iteration 54Q: 3 clusters Score -4037348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4037353.250000 Penalty: 11966.585938
	Iteration 55Q: 3 clusters Score -4037353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4037353.250000 Penalty: 11966.585938
	Iteration 56F: 3 clusters Score -4037353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (122777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122777 members 
Entering Unmasked Estep 
Score: -28314180.000000 Penalty: 7177.351562
	Iteration 0F: 2 clusters Score -2.831418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -28233162.000000 Penalty: 14354.703125
	Iteration 0F: 3 clusters Score -2.823316e+07 nChanged 56673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -28264302.000000 Penalty: 14354.703125
	Iteration 1F: 3 clusters Score -2.82643e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60040 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -28265698.000000 Penalty: 14354.703125
	Iteration 2Q: 3 clusters Score -2.82657e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -28266820.000000 Penalty: 14354.703125
	Iteration 3Q: 3 clusters Score -2.826682e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -28268192.000000 Penalty: 14354.703125
	Iteration 4Q: 3 clusters Score -2.826819e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -28269886.000000 Penalty: 14354.703125
	Iteration 5Q: 3 clusters Score -2.826989e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -28271936.000000 Penalty: 14354.703125
	Iteration 6Q: 3 clusters Score -2.827194e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -28274728.000000 Penalty: 14354.703125
	Iteration 7Q: 3 clusters Score -2.827473e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -28278168.000000 Penalty: 14354.703125
	Iteration 8F: 3 clusters Score -2.827817e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -28282112.000000 Penalty: 14354.703125
	Iteration 9F: 3 clusters Score -2.828211e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -28286908.000000 Penalty: 14354.703125
	Iteration 10F: 3 clusters Score -2.828691e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -28292300.000000 Penalty: 14354.703125
	Iteration 11F: 3 clusters Score -2.82923e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -28297534.000000 Penalty: 14354.703125
	Iteration 12F: 3 clusters Score -2.829753e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 100029 members 
Entering Unmasked Estep 
Score: -28302000.000000 Penalty: 14354.703125
	Iteration 13Q: 3 clusters Score -2.8302e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -28305312.000000 Penalty: 14354.703125
	Iteration 14Q: 3 clusters Score -2.830531e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -28307666.000000 Penalty: 14354.703125
	Iteration 15Q: 3 clusters Score -2.830767e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -28309130.000000 Penalty: 14354.703125
	Iteration 16Q: 3 clusters Score -2.830913e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 110130 members 
Entering Unmasked Estep 
Score: -28310150.000000 Penalty: 14354.703125
	Iteration 17Q: 3 clusters Score -2.831015e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 111266 members 
Entering Unmasked Estep 
Score: -28310940.000000 Penalty: 14354.703125
	Iteration 18Q: 3 clusters Score -2.831094e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 112155 members 
Entering Unmasked Estep 
Score: -28311298.000000 Penalty: 14354.703125
	Iteration 19Q: 3 clusters Score -2.83113e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 112817 members 
Entering Unmasked Estep 
Score: -28311560.000000 Penalty: 14354.703125
	Iteration 20F: 3 clusters Score -2.831156e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 113321 members 
Entering Unmasked Estep 
Score: -28311720.000000 Penalty: 14354.703125
	Iteration 21Q: 3 clusters Score -2.831172e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -28311724.000000 Penalty: 14354.703125
	Iteration 22Q: 3 clusters Score -2.831172e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -28311792.000000 Penalty: 14354.703125
	Iteration 23Q: 3 clusters Score -2.831179e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 114204 members 
Entering Unmasked Estep 
Score: -28311790.000000 Penalty: 14354.703125
	Iteration 24Q: 3 clusters Score -2.831179e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -28311846.000000 Penalty: 14354.703125
	Iteration 25Q: 3 clusters Score -2.831185e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 114519 members 
Entering Unmasked Estep 
Score: -28311870.000000 Penalty: 14354.703125
	Iteration 26Q: 3 clusters Score -2.831187e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 114617 members 
Entering Unmasked Estep 
Score: -28311870.000000 Penalty: 14354.703125
	Iteration 27Q: 3 clusters Score -2.831187e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -28311878.000000 Penalty: 14354.703125
	Iteration 28Q: 3 clusters Score -2.831188e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -28311904.000000 Penalty: 14354.703125
	Iteration 29Q: 3 clusters Score -2.83119e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 114864 members 
Entering Unmasked Estep 
Score: -28311918.000000 Penalty: 14354.703125
	Iteration 30Q: 3 clusters Score -2.831192e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 114919 members 
Entering Unmasked Estep 
Score: -28311930.000000 Penalty: 14354.703125
	Iteration 31Q: 3 clusters Score -2.831193e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 114966 members 
Entering Unmasked Estep 
Score: -28311948.000000 Penalty: 14354.703125
	Iteration 32Q: 3 clusters Score -2.831195e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 115007 members 
Entering Unmasked Estep 
Score: -28311910.000000 Penalty: 14354.703125
	Iteration 33Q: 3 clusters Score -2.831191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 115036 members 
Entering Unmasked Estep 
Score: -28311926.000000 Penalty: 14354.703125
	Iteration 34Q: 3 clusters Score -2.831193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -28311926.000000 Penalty: 14354.703125
	Iteration 35Q: 3 clusters Score -2.831193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -28311914.000000 Penalty: 14354.703125
	Iteration 36Q: 3 clusters Score -2.831191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -28311934.000000 Penalty: 14354.703125
	Iteration 37Q: 3 clusters Score -2.831193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -28311912.000000 Penalty: 14354.703125
	Iteration 38Q: 3 clusters Score -2.831191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 115119 members 
Entering Unmasked Estep 
Score: -28311912.000000 Penalty: 14354.703125
	Iteration 39Q: 3 clusters Score -2.831191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 115135 members 
Entering Unmasked Estep 
Score: -28311908.000000 Penalty: 14354.703125
	Iteration 40F: 3 clusters Score -2.831191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 115150 members 
Entering Unmasked Estep 
Score: -28311918.000000 Penalty: 14354.703125
	Iteration 41Q: 3 clusters Score -2.831192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -28311914.000000 Penalty: 14354.703125
	Iteration 42Q: 3 clusters Score -2.831191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 115177 members 
Entering Unmasked Estep 
Score: -28311906.000000 Penalty: 14354.703125
	Iteration 43Q: 3 clusters Score -2.831191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 115190 members 
Entering Unmasked Estep 
Score: -28311930.000000 Penalty: 14354.703125
	Iteration 44Q: 3 clusters Score -2.831193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -28311908.000000 Penalty: 14354.703125
	Iteration 45Q: 3 clusters Score -2.831191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -28311918.000000 Penalty: 14354.703125
	Iteration 46Q: 3 clusters Score -2.831192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -28311930.000000 Penalty: 14354.703125
	Iteration 47Q: 3 clusters Score -2.831193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 115234 members 
Entering Unmasked Estep 
Score: -28311922.000000 Penalty: 14354.703125
	Iteration 48Q: 3 clusters Score -2.831192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -28311912.000000 Penalty: 14354.703125
	Iteration 49Q: 3 clusters Score -2.831191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 115245 members 
Entering Unmasked Estep 
Score: -28311924.000000 Penalty: 14354.703125
	Iteration 50Q: 3 clusters Score -2.831192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 115249 members 
Entering Unmasked Estep 
Score: -28311930.000000 Penalty: 14354.703125
	Iteration 51Q: 3 clusters Score -2.831193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 115253 members 
Entering Unmasked Estep 
Score: -28311938.000000 Penalty: 14354.703125
	Iteration 52Q: 3 clusters Score -2.831194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 115259 members 
Entering Unmasked Estep 
Score: -28311926.000000 Penalty: 14354.703125
	Iteration 53Q: 3 clusters Score -2.831193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 115265 members 
Entering Unmasked Estep 
Score: -28311942.000000 Penalty: 14354.703125
	Iteration 54Q: 3 clusters Score -2.831194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 115272 members 
Entering Unmasked Estep 
Score: -28311932.000000 Penalty: 14354.703125
	Iteration 55Q: 3 clusters Score -2.831193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 115280 members 
Entering Unmasked Estep 
Score: -28311936.000000 Penalty: 14354.703125
	Iteration 56Q: 3 clusters Score -2.831194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 115284 members 
Entering Unmasked Estep 
Score: -28311916.000000 Penalty: 14354.703125
	Iteration 57Q: 3 clusters Score -2.831192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 115288 members 
Entering Unmasked Estep 
Score: -28311918.000000 Penalty: 14354.703125
	Iteration 58Q: 3 clusters Score -2.831192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -28311906.000000 Penalty: 14354.703125
	Iteration 59Q: 3 clusters Score -2.831191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 115298 members 
Entering Unmasked Estep 
Score: -28311904.000000 Penalty: 14354.703125
	Iteration 60F: 3 clusters Score -2.83119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 115304 members 
Entering Unmasked Estep 
Score: -28311912.000000 Penalty: 14354.703125
	Iteration 61Q: 3 clusters Score -2.831191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 115310 members 
Entering Unmasked Estep 
Score: -28311918.000000 Penalty: 14354.703125
	Iteration 62Q: 3 clusters Score -2.831192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 115319 members 
Entering Unmasked Estep 
Score: -28311900.000000 Penalty: 14354.703125
	Iteration 63Q: 3 clusters Score -2.83119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 115327 members 
Entering Unmasked Estep 
Score: -28311904.000000 Penalty: 14354.703125
	Iteration 64Q: 3 clusters Score -2.83119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 115333 members 
Entering Unmasked Estep 
Score: -28311920.000000 Penalty: 14354.703125
	Iteration 65Q: 3 clusters Score -2.831192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -28311904.000000 Penalty: 14354.703125
	Iteration 66Q: 3 clusters Score -2.83119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 115348 members 
Entering Unmasked Estep 
Score: -28311906.000000 Penalty: 14354.703125
	Iteration 67Q: 3 clusters Score -2.831191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 115352 members 
Entering Unmasked Estep 
Score: -28311908.000000 Penalty: 14354.703125
	Iteration 68Q: 3 clusters Score -2.831191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -28311914.000000 Penalty: 14354.703125
	Iteration 69Q: 3 clusters Score -2.831191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 115362 members 
Entering Unmasked Estep 
Score: -28311918.000000 Penalty: 14354.703125
	Iteration 70Q: 3 clusters Score -2.831192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 115363 members 
Entering Unmasked Estep 
Score: -28311924.000000 Penalty: 14354.703125
	Iteration 71Q: 3 clusters Score -2.831192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 115364 members 
Entering Unmasked Estep 
Score: -28311916.000000 Penalty: 14354.703125
	Iteration 72Q: 3 clusters Score -2.831192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 115365 members 
Entering Unmasked Estep 
Score: -28311916.000000 Penalty: 14354.703125
	Iteration 73Q: 3 clusters Score -2.831192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -28311916.000000 Penalty: 14354.703125
	Iteration 74Q: 3 clusters Score -2.831192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 115368 members 
Entering Unmasked Estep 
Score: -28311910.000000 Penalty: 14354.703125
	Iteration 75Q: 3 clusters Score -2.831191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -28311912.000000 Penalty: 14354.703125
	Iteration 76Q: 3 clusters Score -2.831191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 115372 members 
Entering Unmasked Estep 
Score: -28311924.000000 Penalty: 14354.703125
	Iteration 77Q: 3 clusters Score -2.831192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 115373 members 
Entering Unmasked Estep 
Score: -28311914.000000 Penalty: 14354.703125
	Iteration 78Q: 3 clusters Score -2.831191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 115373 members 
Entering Unmasked Estep 
Score: -28311914.000000 Penalty: 14354.703125
	Iteration 79F: 3 clusters Score -2.831191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (151221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151221 members 
Entering Unmasked Estep 
Score: -34692476.000000 Penalty: 7304.979492
	Iteration 0F: 2 clusters Score -3.469248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -34608816.000000 Penalty: 14609.958984
	Iteration 0F: 3 clusters Score -3.460882e+07 nChanged 70387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -34648728.000000 Penalty: 14609.958984
	Iteration 1F: 3 clusters Score -3.464873e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
Score: -34650236.000000 Penalty: 14609.958984
	Iteration 2Q: 3 clusters Score -3.465024e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -34652464.000000 Penalty: 14609.958984
	Iteration 3Q: 3 clusters Score -3.465246e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -34655572.000000 Penalty: 14609.958984
	Iteration 4Q: 3 clusters Score -3.465557e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -34659932.000000 Penalty: 14609.958984
	Iteration 5F: 3 clusters Score -3.465993e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -34665492.000000 Penalty: 14609.958984
	Iteration 6F: 3 clusters Score -3.466549e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -34672732.000000 Penalty: 14609.958984
	Iteration 7F: 3 clusters Score -3.467273e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108874 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -34680672.000000 Penalty: 14609.958984
	Iteration 8F: 3 clusters Score -3.468067e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115838 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -34687460.000000 Penalty: 14609.958984
	Iteration 9F: 3 clusters Score -3.468746e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121625 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -34691300.000000 Penalty: 14609.958984
	Iteration 10Q: 3 clusters Score -3.46913e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126589 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -34693932.000000 Penalty: 14609.958984
	Iteration 11Q: 3 clusters Score -3.469393e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130595 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -34696000.000000 Penalty: 14609.958984
	Iteration 12Q: 3 clusters Score -3.4696e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133521 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -34697140.000000 Penalty: 14609.958984
	Iteration 13Q: 3 clusters Score -3.469714e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135501 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -34697504.000000 Penalty: 14609.958984
	Iteration 14Q: 3 clusters Score -3.46975e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136959 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -34697796.000000 Penalty: 14609.958984
	Iteration 15Q: 3 clusters Score -3.46978e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138082 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -34697660.000000 Penalty: 14609.958984
	Iteration 16Q: 3 clusters Score -3.469766e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138896 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -34697544.000000 Penalty: 14609.958984
	Iteration 17Q: 3 clusters Score -3.469754e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139507 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -34697388.000000 Penalty: 14609.958984
	Iteration 18Q: 3 clusters Score -3.469739e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140017 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -34697300.000000 Penalty: 14609.958984
	Iteration 19Q: 3 clusters Score -3.46973e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140441 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -34697116.000000 Penalty: 14609.958984
	Iteration 20F: 3 clusters Score -3.469712e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140785 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -34696980.000000 Penalty: 14609.958984
	Iteration 21Q: 3 clusters Score -3.469698e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141082 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -34696892.000000 Penalty: 14609.958984
	Iteration 22Q: 3 clusters Score -3.469689e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141300 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -34696736.000000 Penalty: 14609.958984
	Iteration 23Q: 3 clusters Score -3.469674e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141487 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -34696716.000000 Penalty: 14609.958984
	Iteration 24Q: 3 clusters Score -3.469672e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141640 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -34696700.000000 Penalty: 14609.958984
	Iteration 25Q: 3 clusters Score -3.46967e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141758 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -34696732.000000 Penalty: 14609.958984
	Iteration 26Q: 3 clusters Score -3.469673e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -34696700.000000 Penalty: 14609.958984
	Iteration 27Q: 3 clusters Score -3.46967e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141931 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -34696620.000000 Penalty: 14609.958984
	Iteration 28Q: 3 clusters Score -3.469662e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142002 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -34696632.000000 Penalty: 14609.958984
	Iteration 29Q: 3 clusters Score -3.469663e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142067 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -34696592.000000 Penalty: 14609.958984
	Iteration 30Q: 3 clusters Score -3.469659e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142126 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -34696572.000000 Penalty: 14609.958984
	Iteration 31Q: 3 clusters Score -3.469657e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142173 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -34696560.000000 Penalty: 14609.958984
	Iteration 32Q: 3 clusters Score -3.469656e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142210 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -34696564.000000 Penalty: 14609.958984
	Iteration 33Q: 3 clusters Score -3.469656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142233 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -34696516.000000 Penalty: 14609.958984
	Iteration 34Q: 3 clusters Score -3.469652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142251 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -34696504.000000 Penalty: 14609.958984
	Iteration 35Q: 3 clusters Score -3.46965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142266 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -34696520.000000 Penalty: 14609.958984
	Iteration 36Q: 3 clusters Score -3.469652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142281 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -34696532.000000 Penalty: 14609.958984
	Iteration 37Q: 3 clusters Score -3.469653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142292 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -34696500.000000 Penalty: 14609.958984
	Iteration 38Q: 3 clusters Score -3.46965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142303 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -34696512.000000 Penalty: 14609.958984
	Iteration 39Q: 3 clusters Score -3.469651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142317 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -34696484.000000 Penalty: 14609.958984
	Iteration 40F: 3 clusters Score -3.469648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142336 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -34696520.000000 Penalty: 14609.958984
	Iteration 41Q: 3 clusters Score -3.469652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142349 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -34696524.000000 Penalty: 14609.958984
	Iteration 42Q: 3 clusters Score -3.469652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142362 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -34696528.000000 Penalty: 14609.958984
	Iteration 43Q: 3 clusters Score -3.469653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142376 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -34696540.000000 Penalty: 14609.958984
	Iteration 44Q: 3 clusters Score -3.469654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142391 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -34696556.000000 Penalty: 14609.958984
	Iteration 45Q: 3 clusters Score -3.469656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142407 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -34696568.000000 Penalty: 14609.958984
	Iteration 46Q: 3 clusters Score -3.469657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142422 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -34696568.000000 Penalty: 14609.958984
	Iteration 47Q: 3 clusters Score -3.469657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142436 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -34696548.000000 Penalty: 14609.958984
	Iteration 48Q: 3 clusters Score -3.469655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142450 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -34696552.000000 Penalty: 14609.958984
	Iteration 49Q: 3 clusters Score -3.469655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142462 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -34696536.000000 Penalty: 14609.958984
	Iteration 50Q: 3 clusters Score -3.469654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -34696524.000000 Penalty: 14609.958984
	Iteration 51Q: 3 clusters Score -3.469652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -34696552.000000 Penalty: 14609.958984
	Iteration 52Q: 3 clusters Score -3.469655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -34696544.000000 Penalty: 14609.958984
	Iteration 53Q: 3 clusters Score -3.469654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142488 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -34696540.000000 Penalty: 14609.958984
	Iteration 54Q: 3 clusters Score -3.469654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142492 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -34696536.000000 Penalty: 14609.958984
	Iteration 55Q: 3 clusters Score -3.469654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142498 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -34696528.000000 Penalty: 14609.958984
	Iteration 56Q: 3 clusters Score -3.469653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142505 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -34696544.000000 Penalty: 14609.958984
	Iteration 57Q: 3 clusters Score -3.469654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142508 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -34696544.000000 Penalty: 14609.958984
	Iteration 58Q: 3 clusters Score -3.469654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142509 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -34696524.000000 Penalty: 14609.958984
	Iteration 59Q: 3 clusters Score -3.469652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142510 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -34696528.000000 Penalty: 14609.958984
	Iteration 60F: 3 clusters Score -3.469653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142513 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -34696540.000000 Penalty: 14609.958984
	Iteration 61Q: 3 clusters Score -3.469654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142516 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -34696508.000000 Penalty: 14609.958984
	Iteration 62Q: 3 clusters Score -3.469651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142522 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -34696504.000000 Penalty: 14609.958984
	Iteration 63Q: 3 clusters Score -3.46965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142530 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -34696516.000000 Penalty: 14609.958984
	Iteration 64Q: 3 clusters Score -3.469652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142536 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -34696524.000000 Penalty: 14609.958984
	Iteration 65Q: 3 clusters Score -3.469652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142543 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -34696540.000000 Penalty: 14609.958984
	Iteration 66Q: 3 clusters Score -3.469654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142550 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -34696548.000000 Penalty: 14609.958984
	Iteration 67Q: 3 clusters Score -3.469655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -34696520.000000 Penalty: 14609.958984
	Iteration 68Q: 3 clusters Score -3.469652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142563 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -34696520.000000 Penalty: 14609.958984
	Iteration 69Q: 3 clusters Score -3.469652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142568 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -34696520.000000 Penalty: 14609.958984
	Iteration 70Q: 3 clusters Score -3.469652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142568 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -34696520.000000 Penalty: 14609.958984
	Iteration 71F: 3 clusters Score -3.469652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 15557 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 122777 members 
Mstep: Class 5 contains 8653 members 
Mstep: Class 6 contains 142568 members 
Mstep: Class 7 contains 107646 members 
Mstep: Class 8 contains 13587 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 60799 members 
Mstep: Class 11 contains 85842 members 
Mstep: Class 12 contains 41867 members 
Mstep: Class 14 contains 132586 members 
Mstep: Class 15 contains 16321 members 
Mstep: Class 16 contains 58605 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 14815 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 157274 members 
Mstep: Class 21 contains 2820 members 
Entering Unmasked Estep 
Score: -272314496.000000 Penalty: 171650.234375
Splitting cluster 6 changes total score from -272311264.000000 to -272314496.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 7 (107646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107646 members 
Entering Unmasked Estep 
Score: -23999834.000000 Penalty: 7096.794434
	Iteration 0F: 2 clusters Score -2.399983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -23926692.000000 Penalty: 14193.588867
	Iteration 0F: 3 clusters Score -2.392669e+07 nChanged 49541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -23954248.000000 Penalty: 14193.588867
	Iteration 1F: 3 clusters Score -2.395425e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -23956006.000000 Penalty: 14193.588867
	Iteration 2Q: 3 clusters Score -2.395601e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -23958376.000000 Penalty: 14193.588867
	Iteration 3Q: 3 clusters Score -2.395838e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -23961574.000000 Penalty: 14193.588867
	Iteration 4F: 3 clusters Score -2.396157e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -23965468.000000 Penalty: 14193.588867
	Iteration 5F: 3 clusters Score -2.396547e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -23970146.000000 Penalty: 14193.588867
	Iteration 6F: 3 clusters Score -2.397015e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76714 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -23974956.000000 Penalty: 14193.588867
	Iteration 7F: 3 clusters Score -2.397496e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81469 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -23979206.000000 Penalty: 14193.588867
	Iteration 8F: 3 clusters Score -2.397921e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -23982660.000000 Penalty: 14193.588867
	Iteration 9Q: 3 clusters Score -2.398266e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -23985588.000000 Penalty: 14193.588867
	Iteration 10Q: 3 clusters Score -2.398559e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92291 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -23987982.000000 Penalty: 14193.588867
	Iteration 11Q: 3 clusters Score -2.398798e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94758 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -23989598.000000 Penalty: 14193.588867
	Iteration 12Q: 3 clusters Score -2.39896e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -23990880.000000 Penalty: 14193.588867
	Iteration 13Q: 3 clusters Score -2.399088e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -23991868.000000 Penalty: 14193.588867
	Iteration 14Q: 3 clusters Score -2.399187e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99553 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -23992600.000000 Penalty: 14193.588867
	Iteration 15Q: 3 clusters Score -2.39926e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100558 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -23993218.000000 Penalty: 14193.588867
	Iteration 16Q: 3 clusters Score -2.399322e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101313 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -23993544.000000 Penalty: 14193.588867
	Iteration 17Q: 3 clusters Score -2.399354e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -23993952.000000 Penalty: 14193.588867
	Iteration 18Q: 3 clusters Score -2.399395e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102378 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -23994324.000000 Penalty: 14193.588867
	Iteration 19Q: 3 clusters Score -2.399432e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102752 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -23994542.000000 Penalty: 14193.588867
	Iteration 20F: 3 clusters Score -2.399454e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103044 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -23994752.000000 Penalty: 14193.588867
	Iteration 21Q: 3 clusters Score -2.399475e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -23995020.000000 Penalty: 14193.588867
	Iteration 22Q: 3 clusters Score -2.399502e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -23995330.000000 Penalty: 14193.588867
	Iteration 23Q: 3 clusters Score -2.399533e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103551 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -23995490.000000 Penalty: 14193.588867
	Iteration 24Q: 3 clusters Score -2.399549e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103654 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -23995624.000000 Penalty: 14193.588867
	Iteration 25Q: 3 clusters Score -2.399562e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103690 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -23995696.000000 Penalty: 14193.588867
	Iteration 26Q: 3 clusters Score -2.39957e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103727 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -23995788.000000 Penalty: 14193.588867
	Iteration 27Q: 3 clusters Score -2.399579e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103733 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -23995832.000000 Penalty: 14193.588867
	Iteration 28Q: 3 clusters Score -2.399583e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -23995844.000000 Penalty: 14193.588867
	Iteration 29Q: 3 clusters Score -2.399584e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -23995922.000000 Penalty: 14193.588867
	Iteration 30Q: 3 clusters Score -2.399592e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103706 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -23995984.000000 Penalty: 14193.588867
	Iteration 31Q: 3 clusters Score -2.399598e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -23996046.000000 Penalty: 14193.588867
	Iteration 32Q: 3 clusters Score -2.399605e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103712 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -23996090.000000 Penalty: 14193.588867
	Iteration 33Q: 3 clusters Score -2.399609e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -23996128.000000 Penalty: 14193.588867
	Iteration 34Q: 3 clusters Score -2.399613e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -23996162.000000 Penalty: 14193.588867
	Iteration 35Q: 3 clusters Score -2.399616e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103690 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -23996182.000000 Penalty: 14193.588867
	Iteration 36Q: 3 clusters Score -2.399618e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103684 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -23996198.000000 Penalty: 14193.588867
	Iteration 37Q: 3 clusters Score -2.39962e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103669 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -23996188.000000 Penalty: 14193.588867
	Iteration 38Q: 3 clusters Score -2.399619e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103661 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -23996192.000000 Penalty: 14193.588867
	Iteration 39Q: 3 clusters Score -2.399619e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -23996246.000000 Penalty: 14193.588867
	Iteration 40F: 3 clusters Score -2.399625e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -23996270.000000 Penalty: 14193.588867
	Iteration 41Q: 3 clusters Score -2.399627e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103572 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -23996324.000000 Penalty: 14193.588867
	Iteration 42Q: 3 clusters Score -2.399632e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -23996392.000000 Penalty: 14193.588867
	Iteration 43Q: 3 clusters Score -2.399639e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -23996544.000000 Penalty: 14193.588867
	Iteration 44Q: 3 clusters Score -2.399654e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103338 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -23996668.000000 Penalty: 14193.588867
	Iteration 45Q: 3 clusters Score -2.399667e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -23996810.000000 Penalty: 14193.588867
	Iteration 46Q: 3 clusters Score -2.399681e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -23996838.000000 Penalty: 14193.588867
	Iteration 47Q: 3 clusters Score -2.399684e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -23996900.000000 Penalty: 14193.588867
	Iteration 48Q: 3 clusters Score -2.39969e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103111 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -23996952.000000 Penalty: 14193.588867
	Iteration 49Q: 3 clusters Score -2.399695e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103096 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -23997064.000000 Penalty: 14193.588867
	Iteration 50Q: 3 clusters Score -2.399706e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -23997066.000000 Penalty: 14193.588867
	Iteration 51Q: 3 clusters Score -2.399707e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -23997206.000000 Penalty: 14193.588867
	Iteration 52Q: 3 clusters Score -2.399721e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -23997254.000000 Penalty: 14193.588867
	Iteration 53Q: 3 clusters Score -2.399725e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -23997358.000000 Penalty: 14193.588867
	Iteration 54Q: 3 clusters Score -2.399736e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -23997502.000000 Penalty: 14193.588867
	Iteration 55Q: 3 clusters Score -2.39975e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103163 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -23997618.000000 Penalty: 14193.588867
	Iteration 56Q: 3 clusters Score -2.399762e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103165 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -23997686.000000 Penalty: 14193.588867
	Iteration 57Q: 3 clusters Score -2.399769e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -23997746.000000 Penalty: 14193.588867
	Iteration 58Q: 3 clusters Score -2.399775e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103149 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -23997828.000000 Penalty: 14193.588867
	Iteration 59Q: 3 clusters Score -2.399783e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -23997918.000000 Penalty: 14193.588867
	Iteration 60F: 3 clusters Score -2.399792e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103100 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -23998002.000000 Penalty: 14193.588867
	Iteration 61Q: 3 clusters Score -2.3998e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -23998042.000000 Penalty: 14193.588867
	Iteration 62Q: 3 clusters Score -2.399804e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -23998168.000000 Penalty: 14193.588867
	Iteration 63Q: 3 clusters Score -2.399817e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102988 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -23998200.000000 Penalty: 14193.588867
	Iteration 64Q: 3 clusters Score -2.39982e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102977 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -23998246.000000 Penalty: 14193.588867
	Iteration 65Q: 3 clusters Score -2.399825e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102963 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -23998304.000000 Penalty: 14193.588867
	Iteration 66Q: 3 clusters Score -2.39983e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102960 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -23998342.000000 Penalty: 14193.588867
	Iteration 67Q: 3 clusters Score -2.399834e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102948 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -23998366.000000 Penalty: 14193.588867
	Iteration 68Q: 3 clusters Score -2.399837e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -23998392.000000 Penalty: 14193.588867
	Iteration 69Q: 3 clusters Score -2.399839e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -23998476.000000 Penalty: 14193.588867
	Iteration 70Q: 3 clusters Score -2.399848e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -23998530.000000 Penalty: 14193.588867
	Iteration 71Q: 3 clusters Score -2.399853e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -23998558.000000 Penalty: 14193.588867
	Iteration 72Q: 3 clusters Score -2.399856e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102953 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -23998576.000000 Penalty: 14193.588867
	Iteration 73Q: 3 clusters Score -2.399858e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102940 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -23998622.000000 Penalty: 14193.588867
	Iteration 74Q: 3 clusters Score -2.399862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102934 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -23998642.000000 Penalty: 14193.588867
	Iteration 75Q: 3 clusters Score -2.399864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102939 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -23998660.000000 Penalty: 14193.588867
	Iteration 76Q: 3 clusters Score -2.399866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102932 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -23998638.000000 Penalty: 14193.588867
	Iteration 77Q: 3 clusters Score -2.399864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -23998614.000000 Penalty: 14193.588867
	Iteration 78Q: 3 clusters Score -2.399861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -23998612.000000 Penalty: 14193.588867
	Iteration 79Q: 3 clusters Score -2.399861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102920 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -23998596.000000 Penalty: 14193.588867
	Iteration 80F: 3 clusters Score -2.39986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -23998598.000000 Penalty: 14193.588867
	Iteration 81Q: 3 clusters Score -2.39986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102912 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -23998606.000000 Penalty: 14193.588867
	Iteration 82Q: 3 clusters Score -2.399861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -23998610.000000 Penalty: 14193.588867
	Iteration 83Q: 3 clusters Score -2.399861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -23998632.000000 Penalty: 14193.588867
	Iteration 84Q: 3 clusters Score -2.399863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102899 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -23998618.000000 Penalty: 14193.588867
	Iteration 85Q: 3 clusters Score -2.399862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -23998610.000000 Penalty: 14193.588867
	Iteration 86Q: 3 clusters Score -2.399861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -23998620.000000 Penalty: 14193.588867
	Iteration 87Q: 3 clusters Score -2.399862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -23998600.000000 Penalty: 14193.588867
	Iteration 88Q: 3 clusters Score -2.39986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -23998608.000000 Penalty: 14193.588867
	Iteration 89Q: 3 clusters Score -2.399861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102879 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -23998594.000000 Penalty: 14193.588867
	Iteration 90Q: 3 clusters Score -2.399859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102873 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -23998600.000000 Penalty: 14193.588867
	Iteration 91Q: 3 clusters Score -2.39986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -23998570.000000 Penalty: 14193.588867
	Iteration 92Q: 3 clusters Score -2.399857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -23998594.000000 Penalty: 14193.588867
	Iteration 93Q: 3 clusters Score -2.399859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -23998588.000000 Penalty: 14193.588867
	Iteration 94Q: 3 clusters Score -2.399859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -23998608.000000 Penalty: 14193.588867
	Iteration 95Q: 3 clusters Score -2.399861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -23998620.000000 Penalty: 14193.588867
	Iteration 96Q: 3 clusters Score -2.399862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102867 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -23998602.000000 Penalty: 14193.588867
	Iteration 97Q: 3 clusters Score -2.39986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -23998586.000000 Penalty: 14193.588867
	Iteration 98Q: 3 clusters Score -2.399859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -23998592.000000 Penalty: 14193.588867
	Iteration 99Q: 3 clusters Score -2.399859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -23998606.000000 Penalty: 14193.588867
	Iteration 100F: 3 clusters Score -2.399861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -23998606.000000 Penalty: 14193.588867
	Iteration 101Q: 3 clusters Score -2.399861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -23998628.000000 Penalty: 14193.588867
	Iteration 102Q: 3 clusters Score -2.399863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102859 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -23998620.000000 Penalty: 14193.588867
	Iteration 103Q: 3 clusters Score -2.399862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102853 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -23998654.000000 Penalty: 14193.588867
	Iteration 104Q: 3 clusters Score -2.399865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102850 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -23998624.000000 Penalty: 14193.588867
	Iteration 105Q: 3 clusters Score -2.399862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102848 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -23998620.000000 Penalty: 14193.588867
	Iteration 106Q: 3 clusters Score -2.399862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102848 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -23998620.000000 Penalty: 14193.588867
	Iteration 107F: 3 clusters Score -2.399862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Entering Unmasked Estep 
Score: -3014210.500000 Penalty: 5829.082031
	Iteration 0F: 2 clusters Score -3014210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3001820.500000 Penalty: 11658.164062
	Iteration 0F: 3 clusters Score -3001820 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3004663.750000 Penalty: 11658.164062
	Iteration 1F: 3 clusters Score -3004664 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3005233.250000 Penalty: 11658.164062
	Iteration 2F: 3 clusters Score -3005233 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -3005565.750000 Penalty: 11658.164062
	Iteration 3Q: 3 clusters Score -3005566 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3005824.500000 Penalty: 11658.164062
	Iteration 4Q: 3 clusters Score -3005824 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3006039.250000 Penalty: 11658.164062
	Iteration 5Q: 3 clusters Score -3006039 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3006193.250000 Penalty: 11658.164062
	Iteration 6Q: 3 clusters Score -3006193 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3006349.000000 Penalty: 11658.164062
	Iteration 7Q: 3 clusters Score -3006349 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3006531.000000 Penalty: 11658.164062
	Iteration 8Q: 3 clusters Score -3006531 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -3006728.250000 Penalty: 11658.164062
	Iteration 9Q: 3 clusters Score -3006728 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3006944.250000 Penalty: 11658.164062
	Iteration 10Q: 3 clusters Score -3006944 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3007174.250000 Penalty: 11658.164062
	Iteration 11Q: 3 clusters Score -3007174 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3007402.500000 Penalty: 11658.164062
	Iteration 12Q: 3 clusters Score -3007402 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3007619.500000 Penalty: 11658.164062
	Iteration 13Q: 3 clusters Score -3007620 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3007845.000000 Penalty: 11658.164062
	Iteration 14Q: 3 clusters Score -3007845 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3008061.250000 Penalty: 11658.164062
	Iteration 15Q: 3 clusters Score -3008061 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3008218.000000 Penalty: 11658.164062
	Iteration 16Q: 3 clusters Score -3008218 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3008357.750000 Penalty: 11658.164062
	Iteration 17Q: 3 clusters Score -3008358 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3008468.750000 Penalty: 11658.164062
	Iteration 18Q: 3 clusters Score -3008469 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3008561.750000 Penalty: 11658.164062
	Iteration 19Q: 3 clusters Score -3008562 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3008656.500000 Penalty: 11658.164062
	Iteration 20F: 3 clusters Score -3008656 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3008749.250000 Penalty: 11658.164062
	Iteration 21Q: 3 clusters Score -3008749 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3008830.750000 Penalty: 11658.164062
	Iteration 22Q: 3 clusters Score -3008831 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3008896.250000 Penalty: 11658.164062
	Iteration 23Q: 3 clusters Score -3008896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3008965.500000 Penalty: 11658.164062
	Iteration 24Q: 3 clusters Score -3008966 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3009000.750000 Penalty: 11658.164062
	Iteration 25Q: 3 clusters Score -3009001 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3009063.250000 Penalty: 11658.164062
	Iteration 26Q: 3 clusters Score -3009063 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3009107.500000 Penalty: 11658.164062
	Iteration 27Q: 3 clusters Score -3009108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3009140.500000 Penalty: 11658.164062
	Iteration 28Q: 3 clusters Score -3009140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3009176.000000 Penalty: 11658.164062
	Iteration 29Q: 3 clusters Score -3009176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3009205.000000 Penalty: 11658.164062
	Iteration 30Q: 3 clusters Score -3009205 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3009248.500000 Penalty: 11658.164062
	Iteration 31Q: 3 clusters Score -3009248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3009264.750000 Penalty: 11658.164062
	Iteration 32Q: 3 clusters Score -3009265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3009280.500000 Penalty: 11658.164062
	Iteration 33Q: 3 clusters Score -3009280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3009285.750000 Penalty: 11658.164062
	Iteration 34Q: 3 clusters Score -3009286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3009311.500000 Penalty: 11658.164062
	Iteration 35Q: 3 clusters Score -3009312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3009334.750000 Penalty: 11658.164062
	Iteration 36Q: 3 clusters Score -3009335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3009363.500000 Penalty: 11658.164062
	Iteration 37Q: 3 clusters Score -3009364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3009389.250000 Penalty: 11658.164062
	Iteration 38Q: 3 clusters Score -3009389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3009413.250000 Penalty: 11658.164062
	Iteration 39Q: 3 clusters Score -3009413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3009452.750000 Penalty: 11658.164062
	Iteration 40F: 3 clusters Score -3009453 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3009509.500000 Penalty: 11658.164062
	Iteration 41Q: 3 clusters Score -3009510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3009565.000000 Penalty: 11658.164062
	Iteration 42Q: 3 clusters Score -3009565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3009622.000000 Penalty: 11658.164062
	Iteration 43Q: 3 clusters Score -3009622 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3009697.750000 Penalty: 11658.164062
	Iteration 44Q: 3 clusters Score -3009698 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3009769.750000 Penalty: 11658.164062
	Iteration 45Q: 3 clusters Score -3009770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3009834.250000 Penalty: 11658.164062
	Iteration 46Q: 3 clusters Score -3009834 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3009894.000000 Penalty: 11658.164062
	Iteration 47Q: 3 clusters Score -3009894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3009930.500000 Penalty: 11658.164062
	Iteration 48Q: 3 clusters Score -3009930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3009983.500000 Penalty: 11658.164062
	Iteration 49Q: 3 clusters Score -3009984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3010046.500000 Penalty: 11658.164062
	Iteration 50Q: 3 clusters Score -3010046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3010096.500000 Penalty: 11658.164062
	Iteration 51Q: 3 clusters Score -3010096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3010124.000000 Penalty: 11658.164062
	Iteration 52Q: 3 clusters Score -3010124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3010159.500000 Penalty: 11658.164062
	Iteration 53Q: 3 clusters Score -3010160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3010196.250000 Penalty: 11658.164062
	Iteration 54Q: 3 clusters Score -3010196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3010221.500000 Penalty: 11658.164062
	Iteration 55Q: 3 clusters Score -3010222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3010255.750000 Penalty: 11658.164062
	Iteration 56Q: 3 clusters Score -3010256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3010290.000000 Penalty: 11658.164062
	Iteration 57Q: 3 clusters Score -3010290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3010317.750000 Penalty: 11658.164062
	Iteration 58Q: 3 clusters Score -3010318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3010341.750000 Penalty: 11658.164062
	Iteration 59Q: 3 clusters Score -3010342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3010363.750000 Penalty: 11658.164062
	Iteration 60F: 3 clusters Score -3010364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3010385.500000 Penalty: 11658.164062
	Iteration 61Q: 3 clusters Score -3010386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3010402.000000 Penalty: 11658.164062
	Iteration 62Q: 3 clusters Score -3010402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3010423.500000 Penalty: 11658.164062
	Iteration 63Q: 3 clusters Score -3010424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3010441.500000 Penalty: 11658.164062
	Iteration 64Q: 3 clusters Score -3010442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3010462.500000 Penalty: 11658.164062
	Iteration 65Q: 3 clusters Score -3010462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3010467.000000 Penalty: 11658.164062
	Iteration 66Q: 3 clusters Score -3010467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3010471.250000 Penalty: 11658.164062
	Iteration 67Q: 3 clusters Score -3010471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3010487.250000 Penalty: 11658.164062
	Iteration 68Q: 3 clusters Score -3010487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3010498.000000 Penalty: 11658.164062
	Iteration 69Q: 3 clusters Score -3010498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3010505.500000 Penalty: 11658.164062
	Iteration 70Q: 3 clusters Score -3010506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3010511.500000 Penalty: 11658.164062
	Iteration 71Q: 3 clusters Score -3010512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3010515.000000 Penalty: 11658.164062
	Iteration 72Q: 3 clusters Score -3010515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3010514.500000 Penalty: 11658.164062
	Iteration 73Q: 3 clusters Score -3010514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -3010516.750000 Penalty: 11658.164062
	Iteration 74Q: 3 clusters Score -3010517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3010518.000000 Penalty: 11658.164062
	Iteration 75Q: 3 clusters Score -3010518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3010517.750000 Penalty: 11658.164062
	Iteration 76Q: 3 clusters Score -3010518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3010521.500000 Penalty: 11658.164062
	Iteration 77Q: 3 clusters Score -3010522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3010523.250000 Penalty: 11658.164062
	Iteration 78Q: 3 clusters Score -3010523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3010530.250000 Penalty: 11658.164062
	Iteration 79Q: 3 clusters Score -3010530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3010534.500000 Penalty: 11658.164062
	Iteration 80F: 3 clusters Score -3010534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3010542.250000 Penalty: 11658.164062
	Iteration 81Q: 3 clusters Score -3010542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3010544.750000 Penalty: 11658.164062
	Iteration 82Q: 3 clusters Score -3010545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3010553.000000 Penalty: 11658.164062
	Iteration 83Q: 3 clusters Score -3010553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3010551.250000 Penalty: 11658.164062
	Iteration 84Q: 3 clusters Score -3010551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3010560.500000 Penalty: 11658.164062
	Iteration 85Q: 3 clusters Score -3010560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3010567.750000 Penalty: 11658.164062
	Iteration 86Q: 3 clusters Score -3010568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3010567.500000 Penalty: 11658.164062
	Iteration 87Q: 3 clusters Score -3010568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3010564.250000 Penalty: 11658.164062
	Iteration 88Q: 3 clusters Score -3010564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3010570.250000 Penalty: 11658.164062
	Iteration 89Q: 3 clusters Score -3010570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3010569.250000 Penalty: 11658.164062
	Iteration 90Q: 3 clusters Score -3010569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3010571.000000 Penalty: 11658.164062
	Iteration 91Q: 3 clusters Score -3010571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3010575.750000 Penalty: 11658.164062
	Iteration 92Q: 3 clusters Score -3010576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3010576.000000 Penalty: 11658.164062
	Iteration 93Q: 3 clusters Score -3010576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3010573.000000 Penalty: 11658.164062
	Iteration 94Q: 3 clusters Score -3010573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3010573.000000 Penalty: 11658.164062
	Iteration 95Q: 3 clusters Score -3010573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3010574.500000 Penalty: 11658.164062
	Iteration 96Q: 3 clusters Score -3010574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3010572.500000 Penalty: 11658.164062
	Iteration 97Q: 3 clusters Score -3010572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3010572.500000 Penalty: 11658.164062
	Iteration 98F: 3 clusters Score -3010572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Entering Unmasked Estep 
Score: -2245278.500000 Penalty: 5658.426270
	Iteration 0F: 2 clusters Score -2245278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2235010.500000 Penalty: 11316.852539
	Iteration 0F: 3 clusters Score -2235010 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2238150.000000 Penalty: 11316.852539
	Iteration 1F: 3 clusters Score -2238150 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2240689.750000 Penalty: 11316.852539
	Iteration 2F: 3 clusters Score -2240690 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2242879.750000 Penalty: 11316.852539
	Iteration 3F: 3 clusters Score -2242880 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2244692.500000 Penalty: 11316.852539
	Iteration 4F: 3 clusters Score -2244692 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2245958.750000 Penalty: 11316.852539
	Iteration 5F: 3 clusters Score -2245959 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2246572.250000 Penalty: 11316.852539
	Iteration 6Q: 3 clusters Score -2246572 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2246875.000000 Penalty: 11316.852539
	Iteration 7Q: 3 clusters Score -2246875 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2247021.000000 Penalty: 11316.852539
	Iteration 8Q: 3 clusters Score -2247021 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2247126.250000 Penalty: 11316.852539
	Iteration 9Q: 3 clusters Score -2247126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2247183.750000 Penalty: 11316.852539
	Iteration 10Q: 3 clusters Score -2247184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2247214.750000 Penalty: 11316.852539
	Iteration 11Q: 3 clusters Score -2247215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2247230.000000 Penalty: 11316.852539
	Iteration 12Q: 3 clusters Score -2247230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2247236.750000 Penalty: 11316.852539
	Iteration 13Q: 3 clusters Score -2247237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2247239.500000 Penalty: 11316.852539
	Iteration 14Q: 3 clusters Score -2247240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2247243.500000 Penalty: 11316.852539
	Iteration 15Q: 3 clusters Score -2247244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2247243.250000 Penalty: 11316.852539
	Iteration 16Q: 3 clusters Score -2247243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2247243.250000 Penalty: 11316.852539
	Iteration 17F: 3 clusters Score -2247243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 15557 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 122777 members 
Mstep: Class 5 contains 8653 members 
Mstep: Class 6 contains 142568 members 
Mstep: Class 7 contains 107646 members 
Mstep: Class 8 contains 13587 members 
Mstep: Class 9 contains 9381 members 
Mstep: Class 10 contains 60799 members 
Mstep: Class 11 contains 85842 members 
Mstep: Class 12 contains 41867 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 132586 members 
Mstep: Class 15 contains 16321 members 
Mstep: Class 16 contains 58605 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 14815 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 157274 members 
Mstep: Class 21 contains 2820 members 
Entering Unmasked Estep 
Score: -272313280.000000 Penalty: 180232.750000
Splitting cluster 9 changes total score from -272311264.000000 to -272313280.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 10 (60799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Entering Unmasked Estep 
Score: -13192843.000000 Penalty: 6746.888672
	Iteration 0F: 2 clusters Score -1.319284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -13150143.000000 Penalty: 13493.777344
	Iteration 0F: 3 clusters Score -1.315014e+07 nChanged 27120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -13165526.000000 Penalty: 13493.777344
	Iteration 1F: 3 clusters Score -1.316553e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -13168020.000000 Penalty: 13493.777344
	Iteration 2F: 3 clusters Score -1.316802e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -13171146.000000 Penalty: 13493.777344
	Iteration 3F: 3 clusters Score -1.317115e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -13174469.000000 Penalty: 13493.777344
	Iteration 4F: 3 clusters Score -1.317447e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -13177273.000000 Penalty: 13493.777344
	Iteration 5F: 3 clusters Score -1.317727e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -13179601.000000 Penalty: 13493.777344
	Iteration 6F: 3 clusters Score -1.31796e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -13181294.000000 Penalty: 13493.777344
	Iteration 7F: 3 clusters Score -1.318129e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -13182691.000000 Penalty: 13493.777344
	Iteration 8Q: 3 clusters Score -1.318269e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -13183615.000000 Penalty: 13493.777344
	Iteration 9Q: 3 clusters Score -1.318362e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -13184582.000000 Penalty: 13493.777344
	Iteration 10Q: 3 clusters Score -1.318458e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -13185501.000000 Penalty: 13493.777344
	Iteration 11Q: 3 clusters Score -1.31855e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -13186305.000000 Penalty: 13493.777344
	Iteration 12Q: 3 clusters Score -1.31863e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -13187082.000000 Penalty: 13493.777344
	Iteration 13Q: 3 clusters Score -1.318708e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -13187755.000000 Penalty: 13493.777344
	Iteration 14Q: 3 clusters Score -1.318776e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -13188318.000000 Penalty: 13493.777344
	Iteration 15Q: 3 clusters Score -1.318832e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -13188709.000000 Penalty: 13493.777344
	Iteration 16Q: 3 clusters Score -1.318871e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -13189153.000000 Penalty: 13493.777344
	Iteration 17Q: 3 clusters Score -1.318915e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -13189522.000000 Penalty: 13493.777344
	Iteration 18Q: 3 clusters Score -1.318952e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -13189836.000000 Penalty: 13493.777344
	Iteration 19Q: 3 clusters Score -1.318984e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -13190125.000000 Penalty: 13493.777344
	Iteration 20F: 3 clusters Score -1.319012e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -13190370.000000 Penalty: 13493.777344
	Iteration 21Q: 3 clusters Score -1.319037e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -13190553.000000 Penalty: 13493.777344
	Iteration 22Q: 3 clusters Score -1.319055e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -13190714.000000 Penalty: 13493.777344
	Iteration 23Q: 3 clusters Score -1.319071e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -13190816.000000 Penalty: 13493.777344
	Iteration 24Q: 3 clusters Score -1.319082e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -13190878.000000 Penalty: 13493.777344
	Iteration 25Q: 3 clusters Score -1.319088e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -13190942.000000 Penalty: 13493.777344
	Iteration 26Q: 3 clusters Score -1.319094e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -13191029.000000 Penalty: 13493.777344
	Iteration 27Q: 3 clusters Score -1.319103e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -13191093.000000 Penalty: 13493.777344
	Iteration 28Q: 3 clusters Score -1.319109e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -13191114.000000 Penalty: 13493.777344
	Iteration 29Q: 3 clusters Score -1.319111e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -13191136.000000 Penalty: 13493.777344
	Iteration 30Q: 3 clusters Score -1.319114e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -13191145.000000 Penalty: 13493.777344
	Iteration 31Q: 3 clusters Score -1.319114e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -13191152.000000 Penalty: 13493.777344
	Iteration 32Q: 3 clusters Score -1.319115e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -13191169.000000 Penalty: 13493.777344
	Iteration 33Q: 3 clusters Score -1.319117e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -13191188.000000 Penalty: 13493.777344
	Iteration 34Q: 3 clusters Score -1.319119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -13191180.000000 Penalty: 13493.777344
	Iteration 35Q: 3 clusters Score -1.319118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -13191200.000000 Penalty: 13493.777344
	Iteration 36Q: 3 clusters Score -1.31912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -13191195.000000 Penalty: 13493.777344
	Iteration 37Q: 3 clusters Score -1.31912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -13191198.000000 Penalty: 13493.777344
	Iteration 38Q: 3 clusters Score -1.31912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -13191189.000000 Penalty: 13493.777344
	Iteration 39Q: 3 clusters Score -1.319119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -13191182.000000 Penalty: 13493.777344
	Iteration 40F: 3 clusters Score -1.319118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -13191178.000000 Penalty: 13493.777344
	Iteration 41Q: 3 clusters Score -1.319118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -13191176.000000 Penalty: 13493.777344
	Iteration 42Q: 3 clusters Score -1.319118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -13191176.000000 Penalty: 13493.777344
	Iteration 43Q: 3 clusters Score -1.319118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -13191163.000000 Penalty: 13493.777344
	Iteration 44Q: 3 clusters Score -1.319116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -13191173.000000 Penalty: 13493.777344
	Iteration 45Q: 3 clusters Score -1.319117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -13191177.000000 Penalty: 13493.777344
	Iteration 46Q: 3 clusters Score -1.319118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -13191177.000000 Penalty: 13493.777344
	Iteration 47F: 3 clusters Score -1.319118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (85842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85842 members 
Entering Unmasked Estep 
Score: -19586648.000000 Penalty: 6958.161621
	Iteration 0F: 2 clusters Score -1.958665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -19527994.000000 Penalty: 13916.323242
	Iteration 0F: 3 clusters Score -1.952799e+07 nChanged 39165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -19549698.000000 Penalty: 13916.323242
	Iteration 1F: 3 clusters Score -1.95497e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -19551422.000000 Penalty: 13916.323242
	Iteration 2Q: 3 clusters Score -1.955142e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -19555236.000000 Penalty: 13916.323242
	Iteration 3F: 3 clusters Score -1.955524e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -19563748.000000 Penalty: 13916.323242
	Iteration 4F: 3 clusters Score -1.956375e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -19578250.000000 Penalty: 13916.323242
	Iteration 5F: 3 clusters Score -1.957825e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -19589154.000000 Penalty: 13916.323242
	Iteration 6F: 3 clusters Score -1.958915e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -19596584.000000 Penalty: 13916.323242
	Iteration 7F: 3 clusters Score -1.959658e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -19602306.000000 Penalty: 13916.323242
	Iteration 8F: 3 clusters Score -1.960231e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -19606316.000000 Penalty: 13916.323242
	Iteration 9Q: 3 clusters Score -1.960632e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -19608750.000000 Penalty: 13916.323242
	Iteration 10Q: 3 clusters Score -1.960875e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -19609826.000000 Penalty: 13916.323242
	Iteration 11Q: 3 clusters Score -1.960983e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -19610778.000000 Penalty: 13916.323242
	Iteration 12Q: 3 clusters Score -1.961078e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -19611856.000000 Penalty: 13916.323242
	Iteration 13Q: 3 clusters Score -1.961186e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -19612738.000000 Penalty: 13916.323242
	Iteration 14Q: 3 clusters Score -1.961274e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -19613590.000000 Penalty: 13916.323242
	Iteration 15Q: 3 clusters Score -1.961359e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -19614056.000000 Penalty: 13916.323242
	Iteration 16Q: 3 clusters Score -1.961406e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -19614340.000000 Penalty: 13916.323242
	Iteration 17Q: 3 clusters Score -1.961434e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -19614512.000000 Penalty: 13916.323242
	Iteration 18Q: 3 clusters Score -1.961451e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -19614584.000000 Penalty: 13916.323242
	Iteration 19Q: 3 clusters Score -1.961458e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -19614614.000000 Penalty: 13916.323242
	Iteration 20F: 3 clusters Score -1.961461e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -19614632.000000 Penalty: 13916.323242
	Iteration 21Q: 3 clusters Score -1.961463e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -19614660.000000 Penalty: 13916.323242
	Iteration 22Q: 3 clusters Score -1.961466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -19614680.000000 Penalty: 13916.323242
	Iteration 23Q: 3 clusters Score -1.961468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -19614666.000000 Penalty: 13916.323242
	Iteration 24Q: 3 clusters Score -1.961467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -19614704.000000 Penalty: 13916.323242
	Iteration 25Q: 3 clusters Score -1.96147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -19614710.000000 Penalty: 13916.323242
	Iteration 26Q: 3 clusters Score -1.961471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -19614716.000000 Penalty: 13916.323242
	Iteration 27Q: 3 clusters Score -1.961472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -19614716.000000 Penalty: 13916.323242
	Iteration 28Q: 3 clusters Score -1.961472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -19614704.000000 Penalty: 13916.323242
	Iteration 29Q: 3 clusters Score -1.96147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -19614700.000000 Penalty: 13916.323242
	Iteration 30Q: 3 clusters Score -1.96147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -19614700.000000 Penalty: 13916.323242
	Iteration 31Q: 3 clusters Score -1.96147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -19614704.000000 Penalty: 13916.323242
	Iteration 32Q: 3 clusters Score -1.96147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -19614702.000000 Penalty: 13916.323242
	Iteration 33Q: 3 clusters Score -1.96147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -19614702.000000 Penalty: 13916.323242
	Iteration 34F: 3 clusters Score -1.96147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 15557 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 122777 members 
Mstep: Class 5 contains 8653 members 
Mstep: Class 6 contains 142568 members 
Mstep: Class 7 contains 107646 members 
Mstep: Class 8 contains 13587 members 
Mstep: Class 9 contains 9381 members 
Mstep: Class 10 contains 60799 members 
Mstep: Class 11 contains 68768 members 
Mstep: Class 12 contains 41867 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 132586 members 
Mstep: Class 15 contains 16321 members 
Mstep: Class 16 contains 58605 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 14815 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 157274 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 17074 members 
Entering Unmasked Estep 
Score: -272341376.000000 Penalty: 188815.265625
Splitting cluster 11 changes total score from -272311264.000000 to -272341376.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (41867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Entering Unmasked Estep 
Score: -9174762.000000 Penalty: 6518.379883
	Iteration 0F: 2 clusters Score -9174762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -9144427.000000 Penalty: 13036.759766
	Iteration 0F: 3 clusters Score -9144427 nChanged 18146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -9154703.000000 Penalty: 13036.759766
	Iteration 1F: 3 clusters Score -9154703 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -9156389.000000 Penalty: 13036.759766
	Iteration 2F: 3 clusters Score -9156389 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -9158501.000000 Penalty: 13036.759766
	Iteration 3F: 3 clusters Score -9158501 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -9160883.000000 Penalty: 13036.759766
	Iteration 4F: 3 clusters Score -9160883 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -9163055.000000 Penalty: 13036.759766
	Iteration 5F: 3 clusters Score -9163055 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -9164597.000000 Penalty: 13036.759766
	Iteration 6F: 3 clusters Score -9164597 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -9165604.000000 Penalty: 13036.759766
	Iteration 7Q: 3 clusters Score -9165604 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -9166374.000000 Penalty: 13036.759766
	Iteration 8Q: 3 clusters Score -9166374 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -9166932.000000 Penalty: 13036.759766
	Iteration 9Q: 3 clusters Score -9166932 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -9167255.000000 Penalty: 13036.759766
	Iteration 10Q: 3 clusters Score -9167255 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -9167539.000000 Penalty: 13036.759766
	Iteration 11Q: 3 clusters Score -9167539 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -9167848.000000 Penalty: 13036.759766
	Iteration 12Q: 3 clusters Score -9167848 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -9168093.000000 Penalty: 13036.759766
	Iteration 13Q: 3 clusters Score -9168093 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -9168281.000000 Penalty: 13036.759766
	Iteration 14Q: 3 clusters Score -9168281 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -9168436.000000 Penalty: 13036.759766
	Iteration 15Q: 3 clusters Score -9168436 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -9168534.000000 Penalty: 13036.759766
	Iteration 16Q: 3 clusters Score -9168534 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -9168643.000000 Penalty: 13036.759766
	Iteration 17Q: 3 clusters Score -9168643 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -9168694.000000 Penalty: 13036.759766
	Iteration 18Q: 3 clusters Score -9168694 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -9168686.000000 Penalty: 13036.759766
	Iteration 19Q: 3 clusters Score -9168686 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -9168677.000000 Penalty: 13036.759766
	Iteration 20F: 3 clusters Score -9168677 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -9168691.000000 Penalty: 13036.759766
	Iteration 21Q: 3 clusters Score -9168691 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -9168708.000000 Penalty: 13036.759766
	Iteration 22Q: 3 clusters Score -9168708 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -9168722.000000 Penalty: 13036.759766
	Iteration 23Q: 3 clusters Score -9168722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -9168735.000000 Penalty: 13036.759766
	Iteration 24Q: 3 clusters Score -9168735 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -9168757.000000 Penalty: 13036.759766
	Iteration 25Q: 3 clusters Score -9168757 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -9168748.000000 Penalty: 13036.759766
	Iteration 26Q: 3 clusters Score -9168748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -9168754.000000 Penalty: 13036.759766
	Iteration 27Q: 3 clusters Score -9168754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -9168753.000000 Penalty: 13036.759766
	Iteration 28Q: 3 clusters Score -9168753 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -9168785.000000 Penalty: 13036.759766
	Iteration 29Q: 3 clusters Score -9168785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -9168780.000000 Penalty: 13036.759766
	Iteration 30Q: 3 clusters Score -9168780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -9168776.000000 Penalty: 13036.759766
	Iteration 31Q: 3 clusters Score -9168776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -9168770.000000 Penalty: 13036.759766
	Iteration 32Q: 3 clusters Score -9168770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -9168779.000000 Penalty: 13036.759766
	Iteration 33Q: 3 clusters Score -9168779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -9168784.000000 Penalty: 13036.759766
	Iteration 34Q: 3 clusters Score -9168784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -9168792.000000 Penalty: 13036.759766
	Iteration 35Q: 3 clusters Score -9168792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -9168790.000000 Penalty: 13036.759766
	Iteration 36Q: 3 clusters Score -9168790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -9168784.000000 Penalty: 13036.759766
	Iteration 37Q: 3 clusters Score -9168784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -9168773.000000 Penalty: 13036.759766
	Iteration 38Q: 3 clusters Score -9168773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -9168762.000000 Penalty: 13036.759766
	Iteration 39Q: 3 clusters Score -9168762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -9168775.000000 Penalty: 13036.759766
	Iteration 40F: 3 clusters Score -9168775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -9168784.000000 Penalty: 13036.759766
	Iteration 41Q: 3 clusters Score -9168784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -9168779.000000 Penalty: 13036.759766
	Iteration 42Q: 3 clusters Score -9168779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -9168777.000000 Penalty: 13036.759766
	Iteration 43Q: 3 clusters Score -9168777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -9168778.000000 Penalty: 13036.759766
	Iteration 44Q: 3 clusters Score -9168778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -9168791.000000 Penalty: 13036.759766
	Iteration 45Q: 3 clusters Score -9168791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -9168803.000000 Penalty: 13036.759766
	Iteration 46Q: 3 clusters Score -9168803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -9168794.000000 Penalty: 13036.759766
	Iteration 47Q: 3 clusters Score -9168794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -9168800.000000 Penalty: 13036.759766
	Iteration 48Q: 3 clusters Score -9168800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -9168785.000000 Penalty: 13036.759766
	Iteration 49Q: 3 clusters Score -9168785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -9168802.000000 Penalty: 13036.759766
	Iteration 50Q: 3 clusters Score -9168802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -9168792.000000 Penalty: 13036.759766
	Iteration 51Q: 3 clusters Score -9168792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -9168804.000000 Penalty: 13036.759766
	Iteration 52Q: 3 clusters Score -9168804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -9168793.000000 Penalty: 13036.759766
	Iteration 53Q: 3 clusters Score -9168793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -9168783.000000 Penalty: 13036.759766
	Iteration 54Q: 3 clusters Score -9168783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -9168785.000000 Penalty: 13036.759766
	Iteration 55Q: 3 clusters Score -9168785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -9168784.000000 Penalty: 13036.759766
	Iteration 56Q: 3 clusters Score -9168784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -9168778.000000 Penalty: 13036.759766
	Iteration 57Q: 3 clusters Score -9168778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -9168786.000000 Penalty: 13036.759766
	Iteration 58Q: 3 clusters Score -9168786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -9168786.000000 Penalty: 13036.759766
	Iteration 59F: 3 clusters Score -9168786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (132586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Entering Unmasked Estep 
Score: -30041648.000000 Penalty: 7224.429199
	Iteration 0F: 2 clusters Score -3.004165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -29954846.000000 Penalty: 14448.858398
	Iteration 0F: 3 clusters Score -2.995485e+07 nChanged 61160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -29989004.000000 Penalty: 14448.858398
	Iteration 1F: 3 clusters Score -2.9989e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -29990568.000000 Penalty: 14448.858398
	Iteration 2Q: 3 clusters Score -2.999057e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 70112 members 
Entering Unmasked Estep 
Score: -29992292.000000 Penalty: 14448.858398
	Iteration 3Q: 3 clusters Score -2.999229e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 71979 members 
Entering Unmasked Estep 
Score: -29993976.000000 Penalty: 14448.858398
	Iteration 4Q: 3 clusters Score -2.999398e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -29996336.000000 Penalty: 14448.858398
	Iteration 5Q: 3 clusters Score -2.999634e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -29999252.000000 Penalty: 14448.858398
	Iteration 6Q: 3 clusters Score -2.999925e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -30003040.000000 Penalty: 14448.858398
	Iteration 7F: 3 clusters Score -3.000304e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -30007926.000000 Penalty: 14448.858398
	Iteration 8F: 3 clusters Score -3.000793e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -30013352.000000 Penalty: 14448.858398
	Iteration 9F: 3 clusters Score -3.001335e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 103923 members 
Entering Unmasked Estep 
Score: -30018960.000000 Penalty: 14448.858398
	Iteration 10F: 3 clusters Score -3.001896e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 110077 members 
Entering Unmasked Estep 
Score: -30023660.000000 Penalty: 14448.858398
	Iteration 11F: 3 clusters Score -3.002366e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 115118 members 
Entering Unmasked Estep 
Score: -30027480.000000 Penalty: 14448.858398
	Iteration 12Q: 3 clusters Score -3.002748e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 119140 members 
Entering Unmasked Estep 
Score: -30030204.000000 Penalty: 14448.858398
	Iteration 13Q: 3 clusters Score -3.00302e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 122238 members 
Entering Unmasked Estep 
Score: -30032308.000000 Penalty: 14448.858398
	Iteration 14Q: 3 clusters Score -3.003231e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 124437 members 
Entering Unmasked Estep 
Score: -30033670.000000 Penalty: 14448.858398
	Iteration 15Q: 3 clusters Score -3.003367e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -30034520.000000 Penalty: 14448.858398
	Iteration 16Q: 3 clusters Score -3.003452e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
Score: -30035082.000000 Penalty: 14448.858398
	Iteration 17Q: 3 clusters Score -3.003508e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 127554 members 
Entering Unmasked Estep 
Score: -30035420.000000 Penalty: 14448.858398
	Iteration 18Q: 3 clusters Score -3.003542e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 127971 members 
Entering Unmasked Estep 
Score: -30035640.000000 Penalty: 14448.858398
	Iteration 19Q: 3 clusters Score -3.003564e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 128253 members 
Entering Unmasked Estep 
Score: -30035802.000000 Penalty: 14448.858398
	Iteration 20F: 3 clusters Score -3.00358e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 128466 members 
Entering Unmasked Estep 
Score: -30035938.000000 Penalty: 14448.858398
	Iteration 21Q: 3 clusters Score -3.003594e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 128639 members 
Entering Unmasked Estep 
Score: -30036008.000000 Penalty: 14448.858398
	Iteration 22Q: 3 clusters Score -3.003601e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 128765 members 
Entering Unmasked Estep 
Score: -30036086.000000 Penalty: 14448.858398
	Iteration 23Q: 3 clusters Score -3.003609e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 128875 members 
Entering Unmasked Estep 
Score: -30036124.000000 Penalty: 14448.858398
	Iteration 24Q: 3 clusters Score -3.003612e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 128949 members 
Entering Unmasked Estep 
Score: -30036172.000000 Penalty: 14448.858398
	Iteration 25Q: 3 clusters Score -3.003617e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 129023 members 
Entering Unmasked Estep 
Score: -30036218.000000 Penalty: 14448.858398
	Iteration 26Q: 3 clusters Score -3.003622e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 129091 members 
Entering Unmasked Estep 
Score: -30036286.000000 Penalty: 14448.858398
	Iteration 27Q: 3 clusters Score -3.003629e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 129145 members 
Entering Unmasked Estep 
Score: -30036304.000000 Penalty: 14448.858398
	Iteration 28Q: 3 clusters Score -3.00363e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 129186 members 
Entering Unmasked Estep 
Score: -30036366.000000 Penalty: 14448.858398
	Iteration 29Q: 3 clusters Score -3.003637e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 129198 members 
Entering Unmasked Estep 
Score: -30036412.000000 Penalty: 14448.858398
	Iteration 30Q: 3 clusters Score -3.003641e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 129238 members 
Entering Unmasked Estep 
Score: -30036416.000000 Penalty: 14448.858398
	Iteration 31Q: 3 clusters Score -3.003642e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 129277 members 
Entering Unmasked Estep 
Score: -30036424.000000 Penalty: 14448.858398
	Iteration 32Q: 3 clusters Score -3.003642e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 129295 members 
Entering Unmasked Estep 
Score: -30036468.000000 Penalty: 14448.858398
	Iteration 33Q: 3 clusters Score -3.003647e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -30036502.000000 Penalty: 14448.858398
	Iteration 34Q: 3 clusters Score -3.00365e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 129348 members 
Entering Unmasked Estep 
Score: -30036514.000000 Penalty: 14448.858398
	Iteration 35Q: 3 clusters Score -3.003651e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 129362 members 
Entering Unmasked Estep 
Score: -30036538.000000 Penalty: 14448.858398
	Iteration 36Q: 3 clusters Score -3.003654e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 129374 members 
Entering Unmasked Estep 
Score: -30036504.000000 Penalty: 14448.858398
	Iteration 37Q: 3 clusters Score -3.00365e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 129390 members 
Entering Unmasked Estep 
Score: -30036554.000000 Penalty: 14448.858398
	Iteration 38Q: 3 clusters Score -3.003655e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 129411 members 
Entering Unmasked Estep 
Score: -30036526.000000 Penalty: 14448.858398
	Iteration 39Q: 3 clusters Score -3.003653e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 129426 members 
Entering Unmasked Estep 
Score: -30036564.000000 Penalty: 14448.858398
	Iteration 40F: 3 clusters Score -3.003656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 129441 members 
Entering Unmasked Estep 
Score: -30036570.000000 Penalty: 14448.858398
	Iteration 41Q: 3 clusters Score -3.003657e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 129451 members 
Entering Unmasked Estep 
Score: -30036568.000000 Penalty: 14448.858398
	Iteration 42Q: 3 clusters Score -3.003657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 129462 members 
Entering Unmasked Estep 
Score: -30036568.000000 Penalty: 14448.858398
	Iteration 43Q: 3 clusters Score -3.003657e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 129472 members 
Entering Unmasked Estep 
Score: -30036574.000000 Penalty: 14448.858398
	Iteration 44Q: 3 clusters Score -3.003657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 129479 members 
Entering Unmasked Estep 
Score: -30036572.000000 Penalty: 14448.858398
	Iteration 45Q: 3 clusters Score -3.003657e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 129486 members 
Entering Unmasked Estep 
Score: -30036576.000000 Penalty: 14448.858398
	Iteration 46Q: 3 clusters Score -3.003658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 129499 members 
Entering Unmasked Estep 
Score: -30036592.000000 Penalty: 14448.858398
	Iteration 47Q: 3 clusters Score -3.003659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 129513 members 
Entering Unmasked Estep 
Score: -30036574.000000 Penalty: 14448.858398
	Iteration 48Q: 3 clusters Score -3.003657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 129520 members 
Entering Unmasked Estep 
Score: -30036608.000000 Penalty: 14448.858398
	Iteration 49Q: 3 clusters Score -3.003661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 129527 members 
Entering Unmasked Estep 
Score: -30036584.000000 Penalty: 14448.858398
	Iteration 50Q: 3 clusters Score -3.003658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -30036600.000000 Penalty: 14448.858398
	Iteration 51Q: 3 clusters Score -3.00366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 129542 members 
Entering Unmasked Estep 
Score: -30036578.000000 Penalty: 14448.858398
	Iteration 52Q: 3 clusters Score -3.003658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 129553 members 
Entering Unmasked Estep 
Score: -30036604.000000 Penalty: 14448.858398
	Iteration 53Q: 3 clusters Score -3.00366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 129558 members 
Entering Unmasked Estep 
Score: -30036588.000000 Penalty: 14448.858398
	Iteration 54Q: 3 clusters Score -3.003659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 129563 members 
Entering Unmasked Estep 
Score: -30036562.000000 Penalty: 14448.858398
	Iteration 55Q: 3 clusters Score -3.003656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -30036610.000000 Penalty: 14448.858398
	Iteration 56Q: 3 clusters Score -3.003661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 129585 members 
Entering Unmasked Estep 
Score: -30036582.000000 Penalty: 14448.858398
	Iteration 57Q: 3 clusters Score -3.003658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 129596 members 
Entering Unmasked Estep 
Score: -30036588.000000 Penalty: 14448.858398
	Iteration 58Q: 3 clusters Score -3.003659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 129610 members 
Entering Unmasked Estep 
Score: -30036604.000000 Penalty: 14448.858398
	Iteration 59Q: 3 clusters Score -3.00366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 129622 members 
Entering Unmasked Estep 
Score: -30036602.000000 Penalty: 14448.858398
	Iteration 60F: 3 clusters Score -3.00366e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 129635 members 
Entering Unmasked Estep 
Score: -30036590.000000 Penalty: 14448.858398
	Iteration 61Q: 3 clusters Score -3.003659e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 129648 members 
Entering Unmasked Estep 
Score: -30036618.000000 Penalty: 14448.858398
	Iteration 62Q: 3 clusters Score -3.003662e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 129659 members 
Entering Unmasked Estep 
Score: -30036604.000000 Penalty: 14448.858398
	Iteration 63Q: 3 clusters Score -3.00366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 129663 members 
Entering Unmasked Estep 
Score: -30036626.000000 Penalty: 14448.858398
	Iteration 64Q: 3 clusters Score -3.003663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 129667 members 
Entering Unmasked Estep 
Score: -30036626.000000 Penalty: 14448.858398
	Iteration 65Q: 3 clusters Score -3.003663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 129676 members 
Entering Unmasked Estep 
Score: -30036624.000000 Penalty: 14448.858398
	Iteration 66Q: 3 clusters Score -3.003662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 129685 members 
Entering Unmasked Estep 
Score: -30036656.000000 Penalty: 14448.858398
	Iteration 67Q: 3 clusters Score -3.003666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 129695 members 
Entering Unmasked Estep 
Score: -30036662.000000 Penalty: 14448.858398
	Iteration 68Q: 3 clusters Score -3.003666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 129699 members 
Entering Unmasked Estep 
Score: -30036676.000000 Penalty: 14448.858398
	Iteration 69Q: 3 clusters Score -3.003668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 129707 members 
Entering Unmasked Estep 
Score: -30036650.000000 Penalty: 14448.858398
	Iteration 70Q: 3 clusters Score -3.003665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 129716 members 
Entering Unmasked Estep 
Score: -30036666.000000 Penalty: 14448.858398
	Iteration 71Q: 3 clusters Score -3.003667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 129726 members 
Entering Unmasked Estep 
Score: -30036648.000000 Penalty: 14448.858398
	Iteration 72Q: 3 clusters Score -3.003665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 129734 members 
Entering Unmasked Estep 
Score: -30036650.000000 Penalty: 14448.858398
	Iteration 73Q: 3 clusters Score -3.003665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 129733 members 
Entering Unmasked Estep 
Score: -30036640.000000 Penalty: 14448.858398
	Iteration 74Q: 3 clusters Score -3.003664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 129732 members 
Entering Unmasked Estep 
Score: -30036656.000000 Penalty: 14448.858398
	Iteration 75Q: 3 clusters Score -3.003666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 129733 members 
Entering Unmasked Estep 
Score: -30036678.000000 Penalty: 14448.858398
	Iteration 76Q: 3 clusters Score -3.003668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 129730 members 
Entering Unmasked Estep 
Score: -30036680.000000 Penalty: 14448.858398
	Iteration 77Q: 3 clusters Score -3.003668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 129730 members 
Entering Unmasked Estep 
Score: -30036668.000000 Penalty: 14448.858398
	Iteration 78Q: 3 clusters Score -3.003667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 129732 members 
Entering Unmasked Estep 
Score: -30036660.000000 Penalty: 14448.858398
	Iteration 79Q: 3 clusters Score -3.003666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 129733 members 
Entering Unmasked Estep 
Score: -30036644.000000 Penalty: 14448.858398
	Iteration 80F: 3 clusters Score -3.003664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 129735 members 
Entering Unmasked Estep 
Score: -30036666.000000 Penalty: 14448.858398
	Iteration 81Q: 3 clusters Score -3.003667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 129743 members 
Entering Unmasked Estep 
Score: -30036666.000000 Penalty: 14448.858398
	Iteration 82Q: 3 clusters Score -3.003667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 129745 members 
Entering Unmasked Estep 
Score: -30036666.000000 Penalty: 14448.858398
	Iteration 83Q: 3 clusters Score -3.003667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 129750 members 
Entering Unmasked Estep 
Score: -30036700.000000 Penalty: 14448.858398
	Iteration 84Q: 3 clusters Score -3.00367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -30036692.000000 Penalty: 14448.858398
	Iteration 85Q: 3 clusters Score -3.003669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 129754 members 
Entering Unmasked Estep 
Score: -30036706.000000 Penalty: 14448.858398
	Iteration 86Q: 3 clusters Score -3.003671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 129757 members 
Entering Unmasked Estep 
Score: -30036724.000000 Penalty: 14448.858398
	Iteration 87Q: 3 clusters Score -3.003672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 129757 members 
Entering Unmasked Estep 
Score: -30036716.000000 Penalty: 14448.858398
	Iteration 88Q: 3 clusters Score -3.003672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -30036706.000000 Penalty: 14448.858398
	Iteration 89Q: 3 clusters Score -3.003671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -30036692.000000 Penalty: 14448.858398
	Iteration 90Q: 3 clusters Score -3.003669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 129753 members 
Entering Unmasked Estep 
Score: -30036692.000000 Penalty: 14448.858398
	Iteration 91Q: 3 clusters Score -3.003669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 129752 members 
Entering Unmasked Estep 
Score: -30036706.000000 Penalty: 14448.858398
	Iteration 92Q: 3 clusters Score -3.003671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 129754 members 
Entering Unmasked Estep 
Score: -30036706.000000 Penalty: 14448.858398
	Iteration 93Q: 3 clusters Score -3.003671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 129755 members 
Entering Unmasked Estep 
Score: -30036708.000000 Penalty: 14448.858398
	Iteration 94Q: 3 clusters Score -3.003671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 129757 members 
Entering Unmasked Estep 
Score: -30036726.000000 Penalty: 14448.858398
	Iteration 95Q: 3 clusters Score -3.003673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -30036730.000000 Penalty: 14448.858398
	Iteration 96Q: 3 clusters Score -3.003673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 129755 members 
Entering Unmasked Estep 
Score: -30036738.000000 Penalty: 14448.858398
	Iteration 97Q: 3 clusters Score -3.003674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -30036734.000000 Penalty: 14448.858398
	Iteration 98Q: 3 clusters Score -3.003673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -30036734.000000 Penalty: 14448.858398
	Iteration 99F: 3 clusters Score -3.003673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -3571661.750000 Penalty: 5941.377441
	Iteration 0F: 2 clusters Score -3571662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3557545.250000 Penalty: 11882.754883
	Iteration 0F: 3 clusters Score -3557545 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3561114.500000 Penalty: 11882.754883
	Iteration 1F: 3 clusters Score -3561114 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -3561696.000000 Penalty: 11882.754883
	Iteration 2F: 3 clusters Score -3561696 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3562139.250000 Penalty: 11882.754883
	Iteration 3Q: 3 clusters Score -3562139 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3562500.250000 Penalty: 11882.754883
	Iteration 4Q: 3 clusters Score -3562500 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3562855.250000 Penalty: 11882.754883
	Iteration 5Q: 3 clusters Score -3562855 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3563128.500000 Penalty: 11882.754883
	Iteration 6Q: 3 clusters Score -3563128 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3563392.750000 Penalty: 11882.754883
	Iteration 7Q: 3 clusters Score -3563393 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3563643.750000 Penalty: 11882.754883
	Iteration 8Q: 3 clusters Score -3563644 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3563902.000000 Penalty: 11882.754883
	Iteration 9Q: 3 clusters Score -3563902 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3564115.250000 Penalty: 11882.754883
	Iteration 10Q: 3 clusters Score -3564115 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3564314.250000 Penalty: 11882.754883
	Iteration 11Q: 3 clusters Score -3564314 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3564544.750000 Penalty: 11882.754883
	Iteration 12Q: 3 clusters Score -3564545 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3564756.000000 Penalty: 11882.754883
	Iteration 13Q: 3 clusters Score -3564756 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3565009.000000 Penalty: 11882.754883
	Iteration 14Q: 3 clusters Score -3565009 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3565268.500000 Penalty: 11882.754883
	Iteration 15Q: 3 clusters Score -3565268 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3565582.000000 Penalty: 11882.754883
	Iteration 16Q: 3 clusters Score -3565582 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3565900.000000 Penalty: 11882.754883
	Iteration 17Q: 3 clusters Score -3565900 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3566188.250000 Penalty: 11882.754883
	Iteration 18Q: 3 clusters Score -3566188 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3566423.500000 Penalty: 11882.754883
	Iteration 19Q: 3 clusters Score -3566424 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3566587.750000 Penalty: 11882.754883
	Iteration 20F: 3 clusters Score -3566588 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3566724.500000 Penalty: 11882.754883
	Iteration 21Q: 3 clusters Score -3566724 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3566856.250000 Penalty: 11882.754883
	Iteration 22Q: 3 clusters Score -3566856 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3566960.000000 Penalty: 11882.754883
	Iteration 23Q: 3 clusters Score -3566960 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3567030.250000 Penalty: 11882.754883
	Iteration 24Q: 3 clusters Score -3567030 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3567095.000000 Penalty: 11882.754883
	Iteration 25Q: 3 clusters Score -3567095 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3567153.250000 Penalty: 11882.754883
	Iteration 26Q: 3 clusters Score -3567153 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3567213.500000 Penalty: 11882.754883
	Iteration 27Q: 3 clusters Score -3567214 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3567271.000000 Penalty: 11882.754883
	Iteration 28Q: 3 clusters Score -3567271 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3567321.500000 Penalty: 11882.754883
	Iteration 29Q: 3 clusters Score -3567322 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3567363.000000 Penalty: 11882.754883
	Iteration 30Q: 3 clusters Score -3567363 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3567439.500000 Penalty: 11882.754883
	Iteration 31Q: 3 clusters Score -3567440 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3567506.500000 Penalty: 11882.754883
	Iteration 32Q: 3 clusters Score -3567506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3567578.250000 Penalty: 11882.754883
	Iteration 33Q: 3 clusters Score -3567578 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3567637.250000 Penalty: 11882.754883
	Iteration 34Q: 3 clusters Score -3567637 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3567735.750000 Penalty: 11882.754883
	Iteration 35Q: 3 clusters Score -3567736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3567826.750000 Penalty: 11882.754883
	Iteration 36Q: 3 clusters Score -3567827 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3567917.750000 Penalty: 11882.754883
	Iteration 37Q: 3 clusters Score -3567918 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3567997.000000 Penalty: 11882.754883
	Iteration 38Q: 3 clusters Score -3567997 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3568059.250000 Penalty: 11882.754883
	Iteration 39Q: 3 clusters Score -3568059 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3568103.750000 Penalty: 11882.754883
	Iteration 40F: 3 clusters Score -3568104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3568115.750000 Penalty: 11882.754883
	Iteration 41Q: 3 clusters Score -3568116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3568126.750000 Penalty: 11882.754883
	Iteration 42Q: 3 clusters Score -3568127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3568139.250000 Penalty: 11882.754883
	Iteration 43Q: 3 clusters Score -3568139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3568137.750000 Penalty: 11882.754883
	Iteration 44Q: 3 clusters Score -3568138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3568145.000000 Penalty: 11882.754883
	Iteration 45Q: 3 clusters Score -3568145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3568149.750000 Penalty: 11882.754883
	Iteration 46Q: 3 clusters Score -3568150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3568150.500000 Penalty: 11882.754883
	Iteration 47Q: 3 clusters Score -3568150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3568159.750000 Penalty: 11882.754883
	Iteration 48Q: 3 clusters Score -3568160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3568162.500000 Penalty: 11882.754883
	Iteration 49Q: 3 clusters Score -3568162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3568166.000000 Penalty: 11882.754883
	Iteration 50Q: 3 clusters Score -3568166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3568167.750000 Penalty: 11882.754883
	Iteration 51Q: 3 clusters Score -3568168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3568167.750000 Penalty: 11882.754883
	Iteration 52Q: 3 clusters Score -3568168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3568171.500000 Penalty: 11882.754883
	Iteration 53Q: 3 clusters Score -3568172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3568171.500000 Penalty: 11882.754883
	Iteration 54F: 3 clusters Score -3568172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Entering Unmasked Estep 
Score: -13301816.000000 Penalty: 6724.377441
	Iteration 0F: 2 clusters Score -1.330182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -13260538.000000 Penalty: 13448.754883
	Iteration 0F: 3 clusters Score -1.326054e+07 nChanged 25903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -13274479.000000 Penalty: 13448.754883
	Iteration 1F: 3 clusters Score -1.327448e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -13275325.000000 Penalty: 13448.754883
	Iteration 2Q: 3 clusters Score -1.327532e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -13276046.000000 Penalty: 13448.754883
	Iteration 3Q: 3 clusters Score -1.327605e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -13276712.000000 Penalty: 13448.754883
	Iteration 4Q: 3 clusters Score -1.327671e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -13277474.000000 Penalty: 13448.754883
	Iteration 5Q: 3 clusters Score -1.327747e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -13278356.000000 Penalty: 13448.754883
	Iteration 6Q: 3 clusters Score -1.327836e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -13279405.000000 Penalty: 13448.754883
	Iteration 7Q: 3 clusters Score -1.32794e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -13280956.000000 Penalty: 13448.754883
	Iteration 8Q: 3 clusters Score -1.328096e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -13283244.000000 Penalty: 13448.754883
	Iteration 9F: 3 clusters Score -1.328324e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -13285819.000000 Penalty: 13448.754883
	Iteration 10F: 3 clusters Score -1.328582e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -13288563.000000 Penalty: 13448.754883
	Iteration 11F: 3 clusters Score -1.328856e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -13291232.000000 Penalty: 13448.754883
	Iteration 12F: 3 clusters Score -1.329123e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -13293718.000000 Penalty: 13448.754883
	Iteration 13Q: 3 clusters Score -1.329372e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -13295510.000000 Penalty: 13448.754883
	Iteration 14Q: 3 clusters Score -1.329551e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -13296952.000000 Penalty: 13448.754883
	Iteration 15Q: 3 clusters Score -1.329695e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -13297819.000000 Penalty: 13448.754883
	Iteration 16Q: 3 clusters Score -1.329782e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -13298319.000000 Penalty: 13448.754883
	Iteration 17Q: 3 clusters Score -1.329832e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -13298538.000000 Penalty: 13448.754883
	Iteration 18Q: 3 clusters Score -1.329854e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -13298670.000000 Penalty: 13448.754883
	Iteration 19Q: 3 clusters Score -1.329867e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -13298727.000000 Penalty: 13448.754883
	Iteration 20F: 3 clusters Score -1.329873e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -13298768.000000 Penalty: 13448.754883
	Iteration 21Q: 3 clusters Score -1.329877e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -13298819.000000 Penalty: 13448.754883
	Iteration 22Q: 3 clusters Score -1.329882e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -13298850.000000 Penalty: 13448.754883
	Iteration 23Q: 3 clusters Score -1.329885e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -13298852.000000 Penalty: 13448.754883
	Iteration 24Q: 3 clusters Score -1.329885e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -13298880.000000 Penalty: 13448.754883
	Iteration 25Q: 3 clusters Score -1.329888e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -13298903.000000 Penalty: 13448.754883
	Iteration 26Q: 3 clusters Score -1.32989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -13298908.000000 Penalty: 13448.754883
	Iteration 27Q: 3 clusters Score -1.329891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -13298937.000000 Penalty: 13448.754883
	Iteration 28Q: 3 clusters Score -1.329894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -13298937.000000 Penalty: 13448.754883
	Iteration 29Q: 3 clusters Score -1.329894e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -13298944.000000 Penalty: 13448.754883
	Iteration 30Q: 3 clusters Score -1.329894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -13298956.000000 Penalty: 13448.754883
	Iteration 31Q: 3 clusters Score -1.329896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -13298969.000000 Penalty: 13448.754883
	Iteration 32Q: 3 clusters Score -1.329897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -13298961.000000 Penalty: 13448.754883
	Iteration 33Q: 3 clusters Score -1.329896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -13298973.000000 Penalty: 13448.754883
	Iteration 34Q: 3 clusters Score -1.329897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -13298944.000000 Penalty: 13448.754883
	Iteration 35Q: 3 clusters Score -1.329894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -13298949.000000 Penalty: 13448.754883
	Iteration 36Q: 3 clusters Score -1.329895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -13298967.000000 Penalty: 13448.754883
	Iteration 37Q: 3 clusters Score -1.329897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -13298966.000000 Penalty: 13448.754883
	Iteration 38Q: 3 clusters Score -1.329897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -13299000.000000 Penalty: 13448.754883
	Iteration 39Q: 3 clusters Score -1.3299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -13299006.000000 Penalty: 13448.754883
	Iteration 40F: 3 clusters Score -1.329901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -13299006.000000 Penalty: 13448.754883
	Iteration 41Q: 3 clusters Score -1.329901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -13298988.000000 Penalty: 13448.754883
	Iteration 42Q: 3 clusters Score -1.329899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -13299006.000000 Penalty: 13448.754883
	Iteration 43Q: 3 clusters Score -1.329901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -13299001.000000 Penalty: 13448.754883
	Iteration 44Q: 3 clusters Score -1.3299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -13298997.000000 Penalty: 13448.754883
	Iteration 45Q: 3 clusters Score -1.3299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -13299022.000000 Penalty: 13448.754883
	Iteration 46Q: 3 clusters Score -1.329902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -13299003.000000 Penalty: 13448.754883
	Iteration 47Q: 3 clusters Score -1.3299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -13299011.000000 Penalty: 13448.754883
	Iteration 48Q: 3 clusters Score -1.329901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -13299025.000000 Penalty: 13448.754883
	Iteration 49Q: 3 clusters Score -1.329902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -13299033.000000 Penalty: 13448.754883
	Iteration 50Q: 3 clusters Score -1.329903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -13299023.000000 Penalty: 13448.754883
	Iteration 51Q: 3 clusters Score -1.329902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -13299036.000000 Penalty: 13448.754883
	Iteration 52Q: 3 clusters Score -1.329904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -13299058.000000 Penalty: 13448.754883
	Iteration 53Q: 3 clusters Score -1.329906e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -13299082.000000 Penalty: 13448.754883
	Iteration 54Q: 3 clusters Score -1.329908e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -13299123.000000 Penalty: 13448.754883
	Iteration 55Q: 3 clusters Score -1.329912e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -13299139.000000 Penalty: 13448.754883
	Iteration 56Q: 3 clusters Score -1.329914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -13299142.000000 Penalty: 13448.754883
	Iteration 57Q: 3 clusters Score -1.329914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -13299172.000000 Penalty: 13448.754883
	Iteration 58Q: 3 clusters Score -1.329917e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -13299173.000000 Penalty: 13448.754883
	Iteration 59Q: 3 clusters Score -1.329917e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -13299220.000000 Penalty: 13448.754883
	Iteration 60F: 3 clusters Score -1.329922e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -13299247.000000 Penalty: 13448.754883
	Iteration 61Q: 3 clusters Score -1.329925e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -13299253.000000 Penalty: 13448.754883
	Iteration 62Q: 3 clusters Score -1.329925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -13299274.000000 Penalty: 13448.754883
	Iteration 63Q: 3 clusters Score -1.329927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -13299276.000000 Penalty: 13448.754883
	Iteration 64Q: 3 clusters Score -1.329928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -13299283.000000 Penalty: 13448.754883
	Iteration 65Q: 3 clusters Score -1.329928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -13299305.000000 Penalty: 13448.754883
	Iteration 66Q: 3 clusters Score -1.32993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -13299309.000000 Penalty: 13448.754883
	Iteration 67Q: 3 clusters Score -1.329931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -13299318.000000 Penalty: 13448.754883
	Iteration 68Q: 3 clusters Score -1.329932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -13299321.000000 Penalty: 13448.754883
	Iteration 69Q: 3 clusters Score -1.329932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -13299319.000000 Penalty: 13448.754883
	Iteration 70Q: 3 clusters Score -1.329932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -13299328.000000 Penalty: 13448.754883
	Iteration 71Q: 3 clusters Score -1.329933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -13299313.000000 Penalty: 13448.754883
	Iteration 72Q: 3 clusters Score -1.329931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -13299316.000000 Penalty: 13448.754883
	Iteration 73Q: 3 clusters Score -1.329932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -13299307.000000 Penalty: 13448.754883
	Iteration 74Q: 3 clusters Score -1.329931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -13299307.000000 Penalty: 13448.754883
	Iteration 75F: 3 clusters Score -1.329931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Entering Unmasked Estep 
Score: -3357520.000000 Penalty: 5874.424805
	Iteration 0F: 2 clusters Score -3357520 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 7289 members 
Entering Unmasked Estep 
Score: -3344281.500000 Penalty: 11748.849609
	Iteration 0F: 3 clusters Score -3344282 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3347470.500000 Penalty: 11748.849609
	Iteration 1F: 3 clusters Score -3347470 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3348061.250000 Penalty: 11748.849609
	Iteration 2F: 3 clusters Score -3348061 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3348433.750000 Penalty: 11748.849609
	Iteration 3F: 3 clusters Score -3348434 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3348705.250000 Penalty: 11748.849609
	Iteration 4Q: 3 clusters Score -3348705 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3348917.750000 Penalty: 11748.849609
	Iteration 5Q: 3 clusters Score -3348918 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3349112.750000 Penalty: 11748.849609
	Iteration 6Q: 3 clusters Score -3349113 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3349284.000000 Penalty: 11748.849609
	Iteration 7Q: 3 clusters Score -3349284 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3349440.500000 Penalty: 11748.849609
	Iteration 8Q: 3 clusters Score -3349440 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3349648.500000 Penalty: 11748.849609
	Iteration 9Q: 3 clusters Score -3349648 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3349846.250000 Penalty: 11748.849609
	Iteration 10Q: 3 clusters Score -3349846 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3350054.750000 Penalty: 11748.849609
	Iteration 11Q: 3 clusters Score -3350055 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3350268.000000 Penalty: 11748.849609
	Iteration 12Q: 3 clusters Score -3350268 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3350488.500000 Penalty: 11748.849609
	Iteration 13Q: 3 clusters Score -3350488 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3350696.000000 Penalty: 11748.849609
	Iteration 14Q: 3 clusters Score -3350696 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3350877.250000 Penalty: 11748.849609
	Iteration 15Q: 3 clusters Score -3350877 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3351040.500000 Penalty: 11748.849609
	Iteration 16Q: 3 clusters Score -3351040 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3351171.750000 Penalty: 11748.849609
	Iteration 17Q: 3 clusters Score -3351172 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3351302.500000 Penalty: 11748.849609
	Iteration 18Q: 3 clusters Score -3351302 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3351447.750000 Penalty: 11748.849609
	Iteration 19Q: 3 clusters Score -3351448 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3351568.750000 Penalty: 11748.849609
	Iteration 20F: 3 clusters Score -3351569 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3351677.750000 Penalty: 11748.849609
	Iteration 21Q: 3 clusters Score -3351678 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3351762.750000 Penalty: 11748.849609
	Iteration 22Q: 3 clusters Score -3351763 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3351835.000000 Penalty: 11748.849609
	Iteration 23Q: 3 clusters Score -3351835 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3351892.250000 Penalty: 11748.849609
	Iteration 24Q: 3 clusters Score -3351892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3351951.500000 Penalty: 11748.849609
	Iteration 25Q: 3 clusters Score -3351952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3352009.000000 Penalty: 11748.849609
	Iteration 26Q: 3 clusters Score -3352009 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3352054.250000 Penalty: 11748.849609
	Iteration 27Q: 3 clusters Score -3352054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3352094.000000 Penalty: 11748.849609
	Iteration 28Q: 3 clusters Score -3352094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3352126.250000 Penalty: 11748.849609
	Iteration 29Q: 3 clusters Score -3352126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3352154.000000 Penalty: 11748.849609
	Iteration 30Q: 3 clusters Score -3352154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3352178.250000 Penalty: 11748.849609
	Iteration 31Q: 3 clusters Score -3352178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3352187.500000 Penalty: 11748.849609
	Iteration 32Q: 3 clusters Score -3352188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3352201.000000 Penalty: 11748.849609
	Iteration 33Q: 3 clusters Score -3352201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3352217.500000 Penalty: 11748.849609
	Iteration 34Q: 3 clusters Score -3352218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3352239.000000 Penalty: 11748.849609
	Iteration 35Q: 3 clusters Score -3352239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3352248.000000 Penalty: 11748.849609
	Iteration 36Q: 3 clusters Score -3352248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3352268.750000 Penalty: 11748.849609
	Iteration 37Q: 3 clusters Score -3352269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3352296.750000 Penalty: 11748.849609
	Iteration 38Q: 3 clusters Score -3352297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3352316.000000 Penalty: 11748.849609
	Iteration 39Q: 3 clusters Score -3352316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3352330.000000 Penalty: 11748.849609
	Iteration 40F: 3 clusters Score -3352330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3352338.000000 Penalty: 11748.849609
	Iteration 41Q: 3 clusters Score -3352338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3352348.750000 Penalty: 11748.849609
	Iteration 42Q: 3 clusters Score -3352349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3352355.250000 Penalty: 11748.849609
	Iteration 43Q: 3 clusters Score -3352355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3352368.500000 Penalty: 11748.849609
	Iteration 44Q: 3 clusters Score -3352368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3352373.000000 Penalty: 11748.849609
	Iteration 45Q: 3 clusters Score -3352373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3352378.250000 Penalty: 11748.849609
	Iteration 46Q: 3 clusters Score -3352378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3352386.500000 Penalty: 11748.849609
	Iteration 47Q: 3 clusters Score -3352386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3352388.500000 Penalty: 11748.849609
	Iteration 48Q: 3 clusters Score -3352388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3352388.500000 Penalty: 11748.849609
	Iteration 49F: 3 clusters Score -3352388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Entering Unmasked Estep 
Score: -3295356.750000 Penalty: 5882.079590
	Iteration 0F: 2 clusters Score -3295357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3282083.000000 Penalty: 11764.159180
	Iteration 0F: 3 clusters Score -3282083 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -3285434.000000 Penalty: 11764.159180
	Iteration 1F: 3 clusters Score -3285434 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3286166.750000 Penalty: 11764.159180
	Iteration 2F: 3 clusters Score -3286167 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3286808.000000 Penalty: 11764.159180
	Iteration 3F: 3 clusters Score -3286808 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3287691.500000 Penalty: 11764.159180
	Iteration 4F: 3 clusters Score -3287692 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3289272.250000 Penalty: 11764.159180
	Iteration 5F: 3 clusters Score -3289272 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3291740.500000 Penalty: 11764.159180
	Iteration 6F: 3 clusters Score -3291740 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -3294326.500000 Penalty: 11764.159180
	Iteration 7F: 3 clusters Score -3294326 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3296335.750000 Penalty: 11764.159180
	Iteration 8F: 3 clusters Score -3296336 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3297382.250000 Penalty: 11764.159180
	Iteration 9F: 3 clusters Score -3297382 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3297775.250000 Penalty: 11764.159180
	Iteration 10Q: 3 clusters Score -3297775 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3297916.500000 Penalty: 11764.159180
	Iteration 11Q: 3 clusters Score -3297916 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3297980.000000 Penalty: 11764.159180
	Iteration 12Q: 3 clusters Score -3297980 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3298021.250000 Penalty: 11764.159180
	Iteration 13Q: 3 clusters Score -3298021 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3298043.250000 Penalty: 11764.159180
	Iteration 14Q: 3 clusters Score -3298043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3298061.000000 Penalty: 11764.159180
	Iteration 15Q: 3 clusters Score -3298061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3298088.750000 Penalty: 11764.159180
	Iteration 16Q: 3 clusters Score -3298089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3298122.250000 Penalty: 11764.159180
	Iteration 17Q: 3 clusters Score -3298122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3298135.750000 Penalty: 11764.159180
	Iteration 18Q: 3 clusters Score -3298136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3298142.250000 Penalty: 11764.159180
	Iteration 19Q: 3 clusters Score -3298142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -3298148.000000 Penalty: 11764.159180
	Iteration 20F: 3 clusters Score -3298148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3298154.000000 Penalty: 11764.159180
	Iteration 21Q: 3 clusters Score -3298154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3298167.000000 Penalty: 11764.159180
	Iteration 22Q: 3 clusters Score -3298167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3298165.250000 Penalty: 11764.159180
	Iteration 23Q: 3 clusters Score -3298165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3298171.250000 Penalty: 11764.159180
	Iteration 24Q: 3 clusters Score -3298171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3298170.500000 Penalty: 11764.159180
	Iteration 25Q: 3 clusters Score -3298170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3298168.000000 Penalty: 11764.159180
	Iteration 26Q: 3 clusters Score -3298168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3298168.000000 Penalty: 11764.159180
	Iteration 27F: 3 clusters Score -3298168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 15557 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 122777 members 
Mstep: Class 5 contains 8653 members 
Mstep: Class 6 contains 142568 members 
Mstep: Class 7 contains 107646 members 
Mstep: Class 8 contains 13587 members 
Mstep: Class 9 contains 9381 members 
Mstep: Class 10 contains 60799 members 
Mstep: Class 11 contains 68768 members 
Mstep: Class 12 contains 41867 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 132586 members 
Mstep: Class 15 contains 16321 members 
Mstep: Class 16 contains 58605 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 157274 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 10772 members 
Entering Unmasked Estep 
Score: -272340576.000000 Penalty: 197397.765625
Splitting cluster 18 changes total score from -272311264.000000 to -272340576.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (77274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Entering Unmasked Estep 
Score: -17636208.000000 Penalty: 6893.756348
	Iteration 0F: 2 clusters Score -1.763621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -17583000.000000 Penalty: 13787.512695
	Iteration 0F: 3 clusters Score -1.7583e+07 nChanged 34889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -17601870.000000 Penalty: 13787.512695
	Iteration 1F: 3 clusters Score -1.760187e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -17603092.000000 Penalty: 13787.512695
	Iteration 2Q: 3 clusters Score -1.760309e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -17604246.000000 Penalty: 13787.512695
	Iteration 3Q: 3 clusters Score -1.760425e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -17605524.000000 Penalty: 13787.512695
	Iteration 4Q: 3 clusters Score -1.760552e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -17607038.000000 Penalty: 13787.512695
	Iteration 5Q: 3 clusters Score -1.760704e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -17609086.000000 Penalty: 13787.512695
	Iteration 6Q: 3 clusters Score -1.760909e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -17611574.000000 Penalty: 13787.512695
	Iteration 7F: 3 clusters Score -1.761157e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -17614860.000000 Penalty: 13787.512695
	Iteration 8F: 3 clusters Score -1.761486e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -17618432.000000 Penalty: 13787.512695
	Iteration 9F: 3 clusters Score -1.761843e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -17622020.000000 Penalty: 13787.512695
	Iteration 10F: 3 clusters Score -1.762202e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -17624878.000000 Penalty: 13787.512695
	Iteration 11Q: 3 clusters Score -1.762488e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -17626990.000000 Penalty: 13787.512695
	Iteration 12Q: 3 clusters Score -1.762699e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73869 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -17628212.000000 Penalty: 13787.512695
	Iteration 13Q: 3 clusters Score -1.762821e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -17628868.000000 Penalty: 13787.512695
	Iteration 14Q: 3 clusters Score -1.762887e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -17629346.000000 Penalty: 13787.512695
	Iteration 15Q: 3 clusters Score -1.762935e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -17629626.000000 Penalty: 13787.512695
	Iteration 16Q: 3 clusters Score -1.762963e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75739 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -17629844.000000 Penalty: 13787.512695
	Iteration 17Q: 3 clusters Score -1.762984e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -17629942.000000 Penalty: 13787.512695
	Iteration 18Q: 3 clusters Score -1.762994e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -17630020.000000 Penalty: 13787.512695
	Iteration 19Q: 3 clusters Score -1.763002e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -17630094.000000 Penalty: 13787.512695
	Iteration 20F: 3 clusters Score -1.763009e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -17630156.000000 Penalty: 13787.512695
	Iteration 21Q: 3 clusters Score -1.763016e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -17630182.000000 Penalty: 13787.512695
	Iteration 22Q: 3 clusters Score -1.763018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76067 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17630190.000000 Penalty: 13787.512695
	Iteration 23Q: 3 clusters Score -1.763019e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -17630216.000000 Penalty: 13787.512695
	Iteration 24Q: 3 clusters Score -1.763022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17630246.000000 Penalty: 13787.512695
	Iteration 25Q: 3 clusters Score -1.763025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -17630270.000000 Penalty: 13787.512695
	Iteration 26Q: 3 clusters Score -1.763027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -17630262.000000 Penalty: 13787.512695
	Iteration 27Q: 3 clusters Score -1.763026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -17630264.000000 Penalty: 13787.512695
	Iteration 28Q: 3 clusters Score -1.763026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -17630256.000000 Penalty: 13787.512695
	Iteration 29Q: 3 clusters Score -1.763026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -17630258.000000 Penalty: 13787.512695
	Iteration 30Q: 3 clusters Score -1.763026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -17630262.000000 Penalty: 13787.512695
	Iteration 31Q: 3 clusters Score -1.763026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -17630262.000000 Penalty: 13787.512695
	Iteration 32F: 3 clusters Score -1.763026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157274 members 
Entering Unmasked Estep 
Score: -35875104.000000 Penalty: 7329.018555
	Iteration 0F: 2 clusters Score -3.58751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -35789304.000000 Penalty: 14658.037109
	Iteration 0F: 3 clusters Score -3.57893e+07 nChanged 73110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -35830008.000000 Penalty: 14658.037109
	Iteration 1F: 3 clusters Score -3.583001e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -35831536.000000 Penalty: 14658.037109
	Iteration 2Q: 3 clusters Score -3.583154e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -35833400.000000 Penalty: 14658.037109
	Iteration 3Q: 3 clusters Score -3.58334e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 82415 members 
Entering Unmasked Estep 
Score: -35835408.000000 Penalty: 14658.037109
	Iteration 4Q: 3 clusters Score -3.583541e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 84137 members 
Entering Unmasked Estep 
Score: -35838072.000000 Penalty: 14658.037109
	Iteration 5Q: 3 clusters Score -3.583807e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 86273 members 
Entering Unmasked Estep 
Score: -35841496.000000 Penalty: 14658.037109
	Iteration 6Q: 3 clusters Score -3.58415e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -35845620.000000 Penalty: 14658.037109
	Iteration 7F: 3 clusters Score -3.584562e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 91532 members 
Entering Unmasked Estep 
Score: -35850056.000000 Penalty: 14658.037109
	Iteration 8F: 3 clusters Score -3.585006e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 94227 members 
Entering Unmasked Estep 
Score: -35854188.000000 Penalty: 14658.037109
	Iteration 9F: 3 clusters Score -3.585419e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 96624 members 
Entering Unmasked Estep 
Score: -35858256.000000 Penalty: 14658.037109
	Iteration 10F: 3 clusters Score -3.585826e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -35862348.000000 Penalty: 14658.037109
	Iteration 11Q: 3 clusters Score -3.586235e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -35865960.000000 Penalty: 14658.037109
	Iteration 12Q: 3 clusters Score -3.586596e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -35868372.000000 Penalty: 14658.037109
	Iteration 13Q: 3 clusters Score -3.586837e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -35869984.000000 Penalty: 14658.037109
	Iteration 14Q: 3 clusters Score -3.586998e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 101570 members 
Entering Unmasked Estep 
Score: -35870932.000000 Penalty: 14658.037109
	Iteration 15Q: 3 clusters Score -3.587093e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 101987 members 
Entering Unmasked Estep 
Score: -35871600.000000 Penalty: 14658.037109
	Iteration 16Q: 3 clusters Score -3.58716e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 102324 members 
Entering Unmasked Estep 
Score: -35872236.000000 Penalty: 14658.037109
	Iteration 17Q: 3 clusters Score -3.587224e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 102609 members 
Entering Unmasked Estep 
Score: -35872960.000000 Penalty: 14658.037109
	Iteration 18Q: 3 clusters Score -3.587296e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 102845 members 
Entering Unmasked Estep 
Score: -35873632.000000 Penalty: 14658.037109
	Iteration 19Q: 3 clusters Score -3.587363e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -35874152.000000 Penalty: 14658.037109
	Iteration 20F: 3 clusters Score -3.587415e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -35874692.000000 Penalty: 14658.037109
	Iteration 21Q: 3 clusters Score -3.587469e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 103664 members 
Entering Unmasked Estep 
Score: -35875152.000000 Penalty: 14658.037109
	Iteration 22Q: 3 clusters Score -3.587515e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -35875564.000000 Penalty: 14658.037109
	Iteration 23Q: 3 clusters Score -3.587556e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -35876144.000000 Penalty: 14658.037109
	Iteration 24Q: 3 clusters Score -3.587614e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -35876536.000000 Penalty: 14658.037109
	Iteration 25Q: 3 clusters Score -3.587654e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 105368 members 
Entering Unmasked Estep 
Score: -35876892.000000 Penalty: 14658.037109
	Iteration 26Q: 3 clusters Score -3.587689e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -35877028.000000 Penalty: 14658.037109
	Iteration 27Q: 3 clusters Score -3.587703e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -35877056.000000 Penalty: 14658.037109
	Iteration 28Q: 3 clusters Score -3.587706e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 106937 members 
Entering Unmasked Estep 
Score: -35877248.000000 Penalty: 14658.037109
	Iteration 29Q: 3 clusters Score -3.587725e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 107460 members 
Entering Unmasked Estep 
Score: -35877380.000000 Penalty: 14658.037109
	Iteration 30Q: 3 clusters Score -3.587738e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 108026 members 
Entering Unmasked Estep 
Score: -35877600.000000 Penalty: 14658.037109
	Iteration 31Q: 3 clusters Score -3.58776e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -35877836.000000 Penalty: 14658.037109
	Iteration 32Q: 3 clusters Score -3.587784e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 109263 members 
Entering Unmasked Estep 
Score: -35878060.000000 Penalty: 14658.037109
	Iteration 33Q: 3 clusters Score -3.587806e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -35878280.000000 Penalty: 14658.037109
	Iteration 34Q: 3 clusters Score -3.587828e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -35878560.000000 Penalty: 14658.037109
	Iteration 35Q: 3 clusters Score -3.587856e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -35878740.000000 Penalty: 14658.037109
	Iteration 36Q: 3 clusters Score -3.587874e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
Score: -35878964.000000 Penalty: 14658.037109
	Iteration 37Q: 3 clusters Score -3.587896e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 113554 members 
Entering Unmasked Estep 
Score: -35879296.000000 Penalty: 14658.037109
	Iteration 38Q: 3 clusters Score -3.58793e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 114634 members 
Entering Unmasked Estep 
Score: -35879616.000000 Penalty: 14658.037109
	Iteration 39Q: 3 clusters Score -3.587962e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 115757 members 
Entering Unmasked Estep 
Score: -35879644.000000 Penalty: 14658.037109
	Iteration 40F: 3 clusters Score -3.587964e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -35879936.000000 Penalty: 14658.037109
	Iteration 41Q: 3 clusters Score -3.587994e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 118054 members 
Entering Unmasked Estep 
Score: -35879996.000000 Penalty: 14658.037109
	Iteration 42Q: 3 clusters Score -3.588e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 119226 members 
Entering Unmasked Estep 
Score: -35880004.000000 Penalty: 14658.037109
	Iteration 43Q: 3 clusters Score -3.588e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -35880036.000000 Penalty: 14658.037109
	Iteration 44Q: 3 clusters Score -3.588004e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 121527 members 
Entering Unmasked Estep 
Score: -35879920.000000 Penalty: 14658.037109
	Iteration 45Q: 3 clusters Score -3.587992e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 122616 members 
Entering Unmasked Estep 
Score: -35879872.000000 Penalty: 14658.037109
	Iteration 46Q: 3 clusters Score -3.587987e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 123640 members 
Entering Unmasked Estep 
Score: -35879964.000000 Penalty: 14658.037109
	Iteration 47Q: 3 clusters Score -3.587996e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 124649 members 
Entering Unmasked Estep 
Score: -35879872.000000 Penalty: 14658.037109
	Iteration 48Q: 3 clusters Score -3.587987e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -35879884.000000 Penalty: 14658.037109
	Iteration 49Q: 3 clusters Score -3.587988e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 126422 members 
Entering Unmasked Estep 
Score: -35880008.000000 Penalty: 14658.037109
	Iteration 50Q: 3 clusters Score -3.588001e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 127226 members 
Entering Unmasked Estep 
Score: -35879920.000000 Penalty: 14658.037109
	Iteration 51Q: 3 clusters Score -3.587992e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 127987 members 
Entering Unmasked Estep 
Score: -35879988.000000 Penalty: 14658.037109
	Iteration 52Q: 3 clusters Score -3.587999e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 128660 members 
Entering Unmasked Estep 
Score: -35880180.000000 Penalty: 14658.037109
	Iteration 53Q: 3 clusters Score -3.588018e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 129360 members 
Entering Unmasked Estep 
Score: -35880144.000000 Penalty: 14658.037109
	Iteration 54Q: 3 clusters Score -3.588014e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 130087 members 
Entering Unmasked Estep 
Score: -35879976.000000 Penalty: 14658.037109
	Iteration 55Q: 3 clusters Score -3.587998e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 130827 members 
Entering Unmasked Estep 
Score: -35879948.000000 Penalty: 14658.037109
	Iteration 56Q: 3 clusters Score -3.587995e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 131542 members 
Entering Unmasked Estep 
Score: -35879984.000000 Penalty: 14658.037109
	Iteration 57Q: 3 clusters Score -3.587998e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 132204 members 
Entering Unmasked Estep 
Score: -35880112.000000 Penalty: 14658.037109
	Iteration 58Q: 3 clusters Score -3.588011e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 132863 members 
Entering Unmasked Estep 
Score: -35880220.000000 Penalty: 14658.037109
	Iteration 59Q: 3 clusters Score -3.588022e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 133560 members 
Entering Unmasked Estep 
Score: -35880312.000000 Penalty: 14658.037109
	Iteration 60F: 3 clusters Score -3.588031e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 134191 members 
Entering Unmasked Estep 
Score: -35880316.000000 Penalty: 14658.037109
	Iteration 61Q: 3 clusters Score -3.588032e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 134831 members 
Entering Unmasked Estep 
Score: -35880196.000000 Penalty: 14658.037109
	Iteration 62Q: 3 clusters Score -3.58802e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 135403 members 
Entering Unmasked Estep 
Score: -35880248.000000 Penalty: 14658.037109
	Iteration 63Q: 3 clusters Score -3.588025e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 135943 members 
Entering Unmasked Estep 
Score: -35880304.000000 Penalty: 14658.037109
	Iteration 64Q: 3 clusters Score -3.58803e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 136434 members 
Entering Unmasked Estep 
Score: -35880292.000000 Penalty: 14658.037109
	Iteration 65Q: 3 clusters Score -3.588029e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 136904 members 
Entering Unmasked Estep 
Score: -35880324.000000 Penalty: 14658.037109
	Iteration 66Q: 3 clusters Score -3.588032e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 137315 members 
Entering Unmasked Estep 
Score: -35880280.000000 Penalty: 14658.037109
	Iteration 67Q: 3 clusters Score -3.588028e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 137697 members 
Entering Unmasked Estep 
Score: -35880216.000000 Penalty: 14658.037109
	Iteration 68Q: 3 clusters Score -3.588022e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 138060 members 
Entering Unmasked Estep 
Score: -35880164.000000 Penalty: 14658.037109
	Iteration 69Q: 3 clusters Score -3.588016e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 138378 members 
Entering Unmasked Estep 
Score: -35880224.000000 Penalty: 14658.037109
	Iteration 70Q: 3 clusters Score -3.588022e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 138687 members 
Entering Unmasked Estep 
Score: -35880204.000000 Penalty: 14658.037109
	Iteration 71Q: 3 clusters Score -3.58802e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 138955 members 
Entering Unmasked Estep 
Score: -35880120.000000 Penalty: 14658.037109
	Iteration 72Q: 3 clusters Score -3.588012e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 139194 members 
Entering Unmasked Estep 
Score: -35880108.000000 Penalty: 14658.037109
	Iteration 73Q: 3 clusters Score -3.588011e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 139418 members 
Entering Unmasked Estep 
Score: -35880136.000000 Penalty: 14658.037109
	Iteration 74Q: 3 clusters Score -3.588014e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 139628 members 
Entering Unmasked Estep 
Score: -35880068.000000 Penalty: 14658.037109
	Iteration 75Q: 3 clusters Score -3.588007e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -35880084.000000 Penalty: 14658.037109
	Iteration 76Q: 3 clusters Score -3.588008e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 140019 members 
Entering Unmasked Estep 
Score: -35880040.000000 Penalty: 14658.037109
	Iteration 77Q: 3 clusters Score -3.588004e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 140207 members 
Entering Unmasked Estep 
Score: -35880056.000000 Penalty: 14658.037109
	Iteration 78Q: 3 clusters Score -3.588006e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 140399 members 
Entering Unmasked Estep 
Score: -35880044.000000 Penalty: 14658.037109
	Iteration 79Q: 3 clusters Score -3.588004e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -35880044.000000 Penalty: 14658.037109
	Iteration 80F: 3 clusters Score -3.588004e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 140782 members 
Entering Unmasked Estep 
Score: -35879968.000000 Penalty: 14658.037109
	Iteration 81Q: 3 clusters Score -3.587997e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 140985 members 
Entering Unmasked Estep 
Score: -35879968.000000 Penalty: 14658.037109
	Iteration 82Q: 3 clusters Score -3.587997e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 141214 members 
Entering Unmasked Estep 
Score: -35879936.000000 Penalty: 14658.037109
	Iteration 83Q: 3 clusters Score -3.587994e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 141413 members 
Entering Unmasked Estep 
Score: -35879924.000000 Penalty: 14658.037109
	Iteration 84Q: 3 clusters Score -3.587992e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 141580 members 
Entering Unmasked Estep 
Score: -35879896.000000 Penalty: 14658.037109
	Iteration 85Q: 3 clusters Score -3.58799e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 141743 members 
Entering Unmasked Estep 
Score: -35879848.000000 Penalty: 14658.037109
	Iteration 86Q: 3 clusters Score -3.587985e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 141919 members 
Entering Unmasked Estep 
Score: -35879884.000000 Penalty: 14658.037109
	Iteration 87Q: 3 clusters Score -3.587988e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 142074 members 
Entering Unmasked Estep 
Score: -35879800.000000 Penalty: 14658.037109
	Iteration 88Q: 3 clusters Score -3.58798e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 142226 members 
Entering Unmasked Estep 
Score: -35879808.000000 Penalty: 14658.037109
	Iteration 89Q: 3 clusters Score -3.587981e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 142373 members 
Entering Unmasked Estep 
Score: -35879800.000000 Penalty: 14658.037109
	Iteration 90Q: 3 clusters Score -3.58798e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 142504 members 
Entering Unmasked Estep 
Score: -35879756.000000 Penalty: 14658.037109
	Iteration 91Q: 3 clusters Score -3.587976e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 142655 members 
Entering Unmasked Estep 
Score: -35879732.000000 Penalty: 14658.037109
	Iteration 92Q: 3 clusters Score -3.587973e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 142799 members 
Entering Unmasked Estep 
Score: -35879656.000000 Penalty: 14658.037109
	Iteration 93Q: 3 clusters Score -3.587966e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 142934 members 
Entering Unmasked Estep 
Score: -35879644.000000 Penalty: 14658.037109
	Iteration 94Q: 3 clusters Score -3.587964e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 143049 members 
Entering Unmasked Estep 
Score: -35879616.000000 Penalty: 14658.037109
	Iteration 95Q: 3 clusters Score -3.587962e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 143187 members 
Entering Unmasked Estep 
Score: -35879596.000000 Penalty: 14658.037109
	Iteration 96Q: 3 clusters Score -3.58796e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 143312 members 
Entering Unmasked Estep 
Score: -35879588.000000 Penalty: 14658.037109
	Iteration 97Q: 3 clusters Score -3.587959e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 143441 members 
Entering Unmasked Estep 
Score: -35879596.000000 Penalty: 14658.037109
	Iteration 98Q: 3 clusters Score -3.58796e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 143560 members 
Entering Unmasked Estep 
Score: -35879568.000000 Penalty: 14658.037109
	Iteration 99Q: 3 clusters Score -3.587957e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 143654 members 
Entering Unmasked Estep 
Score: -35879596.000000 Penalty: 14658.037109
	Iteration 100F: 3 clusters Score -3.58796e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 143746 members 
Entering Unmasked Estep 
Score: -35879596.000000 Penalty: 14658.037109
	Iteration 101Q: 3 clusters Score -3.58796e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 143834 members 
Entering Unmasked Estep 
Score: -35879604.000000 Penalty: 14658.037109
	Iteration 102Q: 3 clusters Score -3.58796e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 143915 members 
Entering Unmasked Estep 
Score: -35879540.000000 Penalty: 14658.037109
	Iteration 103Q: 3 clusters Score -3.587954e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -35879600.000000 Penalty: 14658.037109
	Iteration 104Q: 3 clusters Score -3.58796e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 144096 members 
Entering Unmasked Estep 
Score: -35879604.000000 Penalty: 14658.037109
	Iteration 105Q: 3 clusters Score -3.58796e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 144200 members 
Entering Unmasked Estep 
Score: -35879524.000000 Penalty: 14658.037109
	Iteration 106Q: 3 clusters Score -3.587952e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 144291 members 
Entering Unmasked Estep 
Score: -35879500.000000 Penalty: 14658.037109
	Iteration 107Q: 3 clusters Score -3.58795e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 144369 members 
Entering Unmasked Estep 
Score: -35879508.000000 Penalty: 14658.037109
	Iteration 108Q: 3 clusters Score -3.587951e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 144456 members 
Entering Unmasked Estep 
Score: -35879468.000000 Penalty: 14658.037109
	Iteration 109Q: 3 clusters Score -3.587947e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 144524 members 
Entering Unmasked Estep 
Score: -35879404.000000 Penalty: 14658.037109
	Iteration 110Q: 3 clusters Score -3.58794e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 144575 members 
Entering Unmasked Estep 
Score: -35879428.000000 Penalty: 14658.037109
	Iteration 111Q: 3 clusters Score -3.587943e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 144637 members 
Entering Unmasked Estep 
Score: -35879372.000000 Penalty: 14658.037109
	Iteration 112Q: 3 clusters Score -3.587937e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 144699 members 
Entering Unmasked Estep 
Score: -35879364.000000 Penalty: 14658.037109
	Iteration 113Q: 3 clusters Score -3.587936e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 144781 members 
Entering Unmasked Estep 
Score: -35879368.000000 Penalty: 14658.037109
	Iteration 114Q: 3 clusters Score -3.587937e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 144864 members 
Entering Unmasked Estep 
Score: -35879352.000000 Penalty: 14658.037109
	Iteration 115Q: 3 clusters Score -3.587935e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 144947 members 
Entering Unmasked Estep 
Score: -35879324.000000 Penalty: 14658.037109
	Iteration 116Q: 3 clusters Score -3.587932e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 145035 members 
Entering Unmasked Estep 
Score: -35879260.000000 Penalty: 14658.037109
	Iteration 117Q: 3 clusters Score -3.587926e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 145129 members 
Entering Unmasked Estep 
Score: -35879224.000000 Penalty: 14658.037109
	Iteration 118Q: 3 clusters Score -3.587922e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 145231 members 
Entering Unmasked Estep 
Score: -35879136.000000 Penalty: 14658.037109
	Iteration 119Q: 3 clusters Score -3.587914e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 145328 members 
Entering Unmasked Estep 
Score: -35879124.000000 Penalty: 14658.037109
	Iteration 120F: 3 clusters Score -3.587912e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 145423 members 
Entering Unmasked Estep 
Score: -35879100.000000 Penalty: 14658.037109
	Iteration 121Q: 3 clusters Score -3.58791e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 145501 members 
Entering Unmasked Estep 
Score: -35879100.000000 Penalty: 14658.037109
	Iteration 122Q: 3 clusters Score -3.58791e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 145590 members 
Entering Unmasked Estep 
Score: -35879084.000000 Penalty: 14658.037109
	Iteration 123Q: 3 clusters Score -3.587908e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 145685 members 
Entering Unmasked Estep 
Score: -35879020.000000 Penalty: 14658.037109
	Iteration 124Q: 3 clusters Score -3.587902e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 145770 members 
Entering Unmasked Estep 
Score: -35879028.000000 Penalty: 14658.037109
	Iteration 125Q: 3 clusters Score -3.587903e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 145861 members 
Entering Unmasked Estep 
Score: -35879044.000000 Penalty: 14658.037109
	Iteration 126Q: 3 clusters Score -3.587904e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 145953 members 
Entering Unmasked Estep 
Score: -35879012.000000 Penalty: 14658.037109
	Iteration 127Q: 3 clusters Score -3.587901e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 146049 members 
Entering Unmasked Estep 
Score: -35879008.000000 Penalty: 14658.037109
	Iteration 128Q: 3 clusters Score -3.587901e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 146137 members 
Entering Unmasked Estep 
Score: -35878956.000000 Penalty: 14658.037109
	Iteration 129Q: 3 clusters Score -3.587896e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 146228 members 
Entering Unmasked Estep 
Score: -35878912.000000 Penalty: 14658.037109
	Iteration 130Q: 3 clusters Score -3.587891e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 146310 members 
Entering Unmasked Estep 
Score: -35878884.000000 Penalty: 14658.037109
	Iteration 131Q: 3 clusters Score -3.587888e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 146409 members 
Entering Unmasked Estep 
Score: -35878852.000000 Penalty: 14658.037109
	Iteration 132Q: 3 clusters Score -3.587885e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 146517 members 
Entering Unmasked Estep 
Score: -35878788.000000 Penalty: 14658.037109
	Iteration 133Q: 3 clusters Score -3.587879e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 146627 members 
Entering Unmasked Estep 
Score: -35878748.000000 Penalty: 14658.037109
	Iteration 134Q: 3 clusters Score -3.587875e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 146729 members 
Entering Unmasked Estep 
Score: -35878720.000000 Penalty: 14658.037109
	Iteration 135Q: 3 clusters Score -3.587872e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 146830 members 
Entering Unmasked Estep 
Score: -35878772.000000 Penalty: 14658.037109
	Iteration 136Q: 3 clusters Score -3.587877e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 146933 members 
Entering Unmasked Estep 
Score: -35878736.000000 Penalty: 14658.037109
	Iteration 137Q: 3 clusters Score -3.587874e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 147024 members 
Entering Unmasked Estep 
Score: -35878736.000000 Penalty: 14658.037109
	Iteration 138Q: 3 clusters Score -3.587874e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 147106 members 
Entering Unmasked Estep 
Score: -35878700.000000 Penalty: 14658.037109
	Iteration 139Q: 3 clusters Score -3.58787e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 147179 members 
Entering Unmasked Estep 
Score: -35878700.000000 Penalty: 14658.037109
	Iteration 140F: 3 clusters Score -3.58787e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 147237 members 
Entering Unmasked Estep 
Score: -35878660.000000 Penalty: 14658.037109
	Iteration 141Q: 3 clusters Score -3.587866e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -35878656.000000 Penalty: 14658.037109
	Iteration 142Q: 3 clusters Score -3.587866e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 147332 members 
Entering Unmasked Estep 
Score: -35878672.000000 Penalty: 14658.037109
	Iteration 143Q: 3 clusters Score -3.587867e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 147366 members 
Entering Unmasked Estep 
Score: -35878660.000000 Penalty: 14658.037109
	Iteration 144Q: 3 clusters Score -3.587866e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 147402 members 
Entering Unmasked Estep 
Score: -35878684.000000 Penalty: 14658.037109
	Iteration 145Q: 3 clusters Score -3.587868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 147434 members 
Entering Unmasked Estep 
Score: -35878632.000000 Penalty: 14658.037109
	Iteration 146Q: 3 clusters Score -3.587863e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 147461 members 
Entering Unmasked Estep 
Score: -35878652.000000 Penalty: 14658.037109
	Iteration 147Q: 3 clusters Score -3.587865e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 147494 members 
Entering Unmasked Estep 
Score: -35878640.000000 Penalty: 14658.037109
	Iteration 148Q: 3 clusters Score -3.587864e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 147524 members 
Entering Unmasked Estep 
Score: -35878624.000000 Penalty: 14658.037109
	Iteration 149Q: 3 clusters Score -3.587862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 147556 members 
Entering Unmasked Estep 
Score: -35878576.000000 Penalty: 14658.037109
	Iteration 150Q: 3 clusters Score -3.587858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 147583 members 
Entering Unmasked Estep 
Score: -35878544.000000 Penalty: 14658.037109
	Iteration 151Q: 3 clusters Score -3.587854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 147607 members 
Entering Unmasked Estep 
Score: -35878568.000000 Penalty: 14658.037109
	Iteration 152Q: 3 clusters Score -3.587857e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 147624 members 
Entering Unmasked Estep 
Score: -35878544.000000 Penalty: 14658.037109
	Iteration 153Q: 3 clusters Score -3.587854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 147638 members 
Entering Unmasked Estep 
Score: -35878572.000000 Penalty: 14658.037109
	Iteration 154Q: 3 clusters Score -3.587857e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 147661 members 
Entering Unmasked Estep 
Score: -35878540.000000 Penalty: 14658.037109
	Iteration 155Q: 3 clusters Score -3.587854e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 147681 members 
Entering Unmasked Estep 
Score: -35878560.000000 Penalty: 14658.037109
	Iteration 156Q: 3 clusters Score -3.587856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 147708 members 
Entering Unmasked Estep 
Score: -35878548.000000 Penalty: 14658.037109
	Iteration 157Q: 3 clusters Score -3.587855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 147728 members 
Entering Unmasked Estep 
Score: -35878584.000000 Penalty: 14658.037109
	Iteration 158Q: 3 clusters Score -3.587858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 147741 members 
Entering Unmasked Estep 
Score: -35878552.000000 Penalty: 14658.037109
	Iteration 159Q: 3 clusters Score -3.587855e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 147764 members 
Entering Unmasked Estep 
Score: -35878540.000000 Penalty: 14658.037109
	Iteration 160F: 3 clusters Score -3.587854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 147782 members 
Entering Unmasked Estep 
Score: -35878524.000000 Penalty: 14658.037109
	Iteration 161Q: 3 clusters Score -3.587852e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 147801 members 
Entering Unmasked Estep 
Score: -35878488.000000 Penalty: 14658.037109
	Iteration 162Q: 3 clusters Score -3.587849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 147816 members 
Entering Unmasked Estep 
Score: -35878512.000000 Penalty: 14658.037109
	Iteration 163Q: 3 clusters Score -3.587851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 147832 members 
Entering Unmasked Estep 
Score: -35878488.000000 Penalty: 14658.037109
	Iteration 164Q: 3 clusters Score -3.587849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 147847 members 
Entering Unmasked Estep 
Score: -35878480.000000 Penalty: 14658.037109
	Iteration 165Q: 3 clusters Score -3.587848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 147859 members 
Entering Unmasked Estep 
Score: -35878472.000000 Penalty: 14658.037109
	Iteration 166Q: 3 clusters Score -3.587847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 147871 members 
Entering Unmasked Estep 
Score: -35878492.000000 Penalty: 14658.037109
	Iteration 167Q: 3 clusters Score -3.587849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 147886 members 
Entering Unmasked Estep 
Score: -35878456.000000 Penalty: 14658.037109
	Iteration 168Q: 3 clusters Score -3.587846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -35878488.000000 Penalty: 14658.037109
	Iteration 169Q: 3 clusters Score -3.587849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 147909 members 
Entering Unmasked Estep 
Score: -35878484.000000 Penalty: 14658.037109
	Iteration 170Q: 3 clusters Score -3.587848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 147923 members 
Entering Unmasked Estep 
Score: -35878516.000000 Penalty: 14658.037109
	Iteration 171Q: 3 clusters Score -3.587852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 147933 members 
Entering Unmasked Estep 
Score: -35878480.000000 Penalty: 14658.037109
	Iteration 172Q: 3 clusters Score -3.587848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 147944 members 
Entering Unmasked Estep 
Score: -35878480.000000 Penalty: 14658.037109
	Iteration 173Q: 3 clusters Score -3.587848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -35878480.000000 Penalty: 14658.037109
	Iteration 174Q: 3 clusters Score -3.587848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 147958 members 
Entering Unmasked Estep 
Score: -35878488.000000 Penalty: 14658.037109
	Iteration 175Q: 3 clusters Score -3.587849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 147965 members 
Entering Unmasked Estep 
Score: -35878472.000000 Penalty: 14658.037109
	Iteration 176Q: 3 clusters Score -3.587847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 147979 members 
Entering Unmasked Estep 
Score: -35878492.000000 Penalty: 14658.037109
	Iteration 177Q: 3 clusters Score -3.587849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 147988 members 
Entering Unmasked Estep 
Score: -35878472.000000 Penalty: 14658.037109
	Iteration 178Q: 3 clusters Score -3.587847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -35878476.000000 Penalty: 14658.037109
	Iteration 179Q: 3 clusters Score -3.587848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 148009 members 
Entering Unmasked Estep 
Score: -35878460.000000 Penalty: 14658.037109
	Iteration 180F: 3 clusters Score -3.587846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 148014 members 
Entering Unmasked Estep 
Score: -35878472.000000 Penalty: 14658.037109
	Iteration 181Q: 3 clusters Score -3.587847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 148023 members 
Entering Unmasked Estep 
Score: -35878484.000000 Penalty: 14658.037109
	Iteration 182Q: 3 clusters Score -3.587848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 148031 members 
Entering Unmasked Estep 
Score: -35878472.000000 Penalty: 14658.037109
	Iteration 183Q: 3 clusters Score -3.587847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 148041 members 
Entering Unmasked Estep 
Score: -35878452.000000 Penalty: 14658.037109
	Iteration 184Q: 3 clusters Score -3.587845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 148057 members 
Entering Unmasked Estep 
Score: -35878404.000000 Penalty: 14658.037109
	Iteration 185Q: 3 clusters Score -3.58784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 148074 members 
Entering Unmasked Estep 
Score: -35878416.000000 Penalty: 14658.037109
	Iteration 186Q: 3 clusters Score -3.587842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -35878432.000000 Penalty: 14658.037109
	Iteration 187Q: 3 clusters Score -3.587843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -35878424.000000 Penalty: 14658.037109
	Iteration 188Q: 3 clusters Score -3.587842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 148097 members 
Entering Unmasked Estep 
Score: -35878428.000000 Penalty: 14658.037109
	Iteration 189Q: 3 clusters Score -3.587843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 148097 members 
Entering Unmasked Estep 
Score: -35878440.000000 Penalty: 14658.037109
	Iteration 190Q: 3 clusters Score -3.587844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 148101 members 
Entering Unmasked Estep 
Score: -35878432.000000 Penalty: 14658.037109
	Iteration 191Q: 3 clusters Score -3.587843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 148107 members 
Entering Unmasked Estep 
Score: -35878428.000000 Penalty: 14658.037109
	Iteration 192Q: 3 clusters Score -3.587843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 148111 members 
Entering Unmasked Estep 
Score: -35878420.000000 Penalty: 14658.037109
	Iteration 193Q: 3 clusters Score -3.587842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -35878440.000000 Penalty: 14658.037109
	Iteration 194Q: 3 clusters Score -3.587844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 148118 members 
Entering Unmasked Estep 
Score: -35878424.000000 Penalty: 14658.037109
	Iteration 195Q: 3 clusters Score -3.587842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 148123 members 
Entering Unmasked Estep 
Score: -35878448.000000 Penalty: 14658.037109
	Iteration 196Q: 3 clusters Score -3.587845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 148128 members 
Entering Unmasked Estep 
Score: -35878428.000000 Penalty: 14658.037109
	Iteration 197Q: 3 clusters Score -3.587843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 148135 members 
Entering Unmasked Estep 
Score: -35878428.000000 Penalty: 14658.037109
	Iteration 198Q: 3 clusters Score -3.587843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 148144 members 
Entering Unmasked Estep 
Score: -35878404.000000 Penalty: 14658.037109
	Iteration 199Q: 3 clusters Score -3.58784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 148158 members 
Entering Unmasked Estep 
Score: -35878388.000000 Penalty: 14658.037109
	Iteration 200F: 3 clusters Score -3.587839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 148174 members 
Entering Unmasked Estep 
Score: -35878368.000000 Penalty: 14658.037109
	Iteration 201Q: 3 clusters Score -3.587837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 148190 members 
Entering Unmasked Estep 
Score: -35878364.000000 Penalty: 14658.037109
	Iteration 202Q: 3 clusters Score -3.587836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 148210 members 
Entering Unmasked Estep 
Score: -35878376.000000 Penalty: 14658.037109
	Iteration 203Q: 3 clusters Score -3.587838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -35878348.000000 Penalty: 14658.037109
	Iteration 204Q: 3 clusters Score -3.587835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 148246 members 
Entering Unmasked Estep 
Score: -35878312.000000 Penalty: 14658.037109
	Iteration 205Q: 3 clusters Score -3.587831e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 148260 members 
Entering Unmasked Estep 
Score: -35878356.000000 Penalty: 14658.037109
	Iteration 206Q: 3 clusters Score -3.587836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 148273 members 
Entering Unmasked Estep 
Score: -35878348.000000 Penalty: 14658.037109
	Iteration 207Q: 3 clusters Score -3.587835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 148290 members 
Entering Unmasked Estep 
Score: -35878352.000000 Penalty: 14658.037109
	Iteration 208Q: 3 clusters Score -3.587835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 148314 members 
Entering Unmasked Estep 
Score: -35878316.000000 Penalty: 14658.037109
	Iteration 209Q: 3 clusters Score -3.587832e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 148338 members 
Entering Unmasked Estep 
Score: -35878308.000000 Penalty: 14658.037109
	Iteration 210Q: 3 clusters Score -3.587831e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -35878312.000000 Penalty: 14658.037109
	Iteration 211Q: 3 clusters Score -3.587831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 148378 members 
Entering Unmasked Estep 
Score: -35878300.000000 Penalty: 14658.037109
	Iteration 212Q: 3 clusters Score -3.58783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 148394 members 
Entering Unmasked Estep 
Score: -35878264.000000 Penalty: 14658.037109
	Iteration 213Q: 3 clusters Score -3.587826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 148412 members 
Entering Unmasked Estep 
Score: -35878220.000000 Penalty: 14658.037109
	Iteration 214Q: 3 clusters Score -3.587822e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 148427 members 
Entering Unmasked Estep 
Score: -35878236.000000 Penalty: 14658.037109
	Iteration 215Q: 3 clusters Score -3.587824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 148445 members 
Entering Unmasked Estep 
Score: -35878192.000000 Penalty: 14658.037109
	Iteration 216Q: 3 clusters Score -3.587819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 148456 members 
Entering Unmasked Estep 
Score: -35878220.000000 Penalty: 14658.037109
	Iteration 217Q: 3 clusters Score -3.587822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 148470 members 
Entering Unmasked Estep 
Score: -35878260.000000 Penalty: 14658.037109
	Iteration 218Q: 3 clusters Score -3.587826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 148474 members 
Entering Unmasked Estep 
Score: -35878228.000000 Penalty: 14658.037109
	Iteration 219Q: 3 clusters Score -3.587823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 148483 members 
Entering Unmasked Estep 
Score: -35878244.000000 Penalty: 14658.037109
	Iteration 220F: 3 clusters Score -3.587824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 148490 members 
Entering Unmasked Estep 
Score: -35878224.000000 Penalty: 14658.037109
	Iteration 221Q: 3 clusters Score -3.587822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 148501 members 
Entering Unmasked Estep 
Score: -35878208.000000 Penalty: 14658.037109
	Iteration 222Q: 3 clusters Score -3.587821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 148512 members 
Entering Unmasked Estep 
Score: -35878216.000000 Penalty: 14658.037109
	Iteration 223Q: 3 clusters Score -3.587822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 148518 members 
Entering Unmasked Estep 
Score: -35878208.000000 Penalty: 14658.037109
	Iteration 224Q: 3 clusters Score -3.587821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 148526 members 
Entering Unmasked Estep 
Score: -35878192.000000 Penalty: 14658.037109
	Iteration 225Q: 3 clusters Score -3.587819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 148528 members 
Entering Unmasked Estep 
Score: -35878176.000000 Penalty: 14658.037109
	Iteration 226Q: 3 clusters Score -3.587818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 148530 members 
Entering Unmasked Estep 
Score: -35878192.000000 Penalty: 14658.037109
	Iteration 227Q: 3 clusters Score -3.587819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 148533 members 
Entering Unmasked Estep 
Score: -35878176.000000 Penalty: 14658.037109
	Iteration 228Q: 3 clusters Score -3.587818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 148534 members 
Entering Unmasked Estep 
Score: -35878160.000000 Penalty: 14658.037109
	Iteration 229Q: 3 clusters Score -3.587816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 148535 members 
Entering Unmasked Estep 
Score: -35878172.000000 Penalty: 14658.037109
	Iteration 230Q: 3 clusters Score -3.587817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 148536 members 
Entering Unmasked Estep 
Score: -35878176.000000 Penalty: 14658.037109
	Iteration 231Q: 3 clusters Score -3.587818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 148538 members 
Entering Unmasked Estep 
Score: -35878156.000000 Penalty: 14658.037109
	Iteration 232Q: 3 clusters Score -3.587816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 148542 members 
Entering Unmasked Estep 
Score: -35878164.000000 Penalty: 14658.037109
	Iteration 233Q: 3 clusters Score -3.587816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 148546 members 
Entering Unmasked Estep 
Score: -35878160.000000 Penalty: 14658.037109
	Iteration 234Q: 3 clusters Score -3.587816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 148551 members 
Entering Unmasked Estep 
Score: -35878160.000000 Penalty: 14658.037109
	Iteration 235Q: 3 clusters Score -3.587816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -35878172.000000 Penalty: 14658.037109
	Iteration 236Q: 3 clusters Score -3.587817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 148564 members 
Entering Unmasked Estep 
Score: -35878176.000000 Penalty: 14658.037109
	Iteration 237Q: 3 clusters Score -3.587818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 148566 members 
Entering Unmasked Estep 
Score: -35878192.000000 Penalty: 14658.037109
	Iteration 238Q: 3 clusters Score -3.587819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 148568 members 
Entering Unmasked Estep 
Score: -35878196.000000 Penalty: 14658.037109
	Iteration 239Q: 3 clusters Score -3.58782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 148569 members 
Entering Unmasked Estep 
Score: -35878208.000000 Penalty: 14658.037109
	Iteration 240F: 3 clusters Score -3.587821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 148571 members 
Entering Unmasked Estep 
Score: -35878196.000000 Penalty: 14658.037109
	Iteration 241Q: 3 clusters Score -3.58782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 148574 members 
Entering Unmasked Estep 
Score: -35878204.000000 Penalty: 14658.037109
	Iteration 242Q: 3 clusters Score -3.58782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 148576 members 
Entering Unmasked Estep 
Score: -35878200.000000 Penalty: 14658.037109
	Iteration 243Q: 3 clusters Score -3.58782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 148578 members 
Entering Unmasked Estep 
Score: -35878196.000000 Penalty: 14658.037109
	Iteration 244Q: 3 clusters Score -3.58782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 148581 members 
Entering Unmasked Estep 
Score: -35878200.000000 Penalty: 14658.037109
	Iteration 245Q: 3 clusters Score -3.58782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 148585 members 
Entering Unmasked Estep 
Score: -35878188.000000 Penalty: 14658.037109
	Iteration 246Q: 3 clusters Score -3.587819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 148592 members 
Entering Unmasked Estep 
Score: -35878188.000000 Penalty: 14658.037109
	Iteration 247Q: 3 clusters Score -3.587819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 148601 members 
Entering Unmasked Estep 
Score: -35878208.000000 Penalty: 14658.037109
	Iteration 248Q: 3 clusters Score -3.587821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 148606 members 
Entering Unmasked Estep 
Score: -35878188.000000 Penalty: 14658.037109
	Iteration 249Q: 3 clusters Score -3.587819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 148611 members 
Entering Unmasked Estep 
Score: -35878196.000000 Penalty: 14658.037109
	Iteration 250Q: 3 clusters Score -3.58782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 148615 members 
Entering Unmasked Estep 
Score: -35878196.000000 Penalty: 14658.037109
	Iteration 251Q: 3 clusters Score -3.58782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 148614 members 
Entering Unmasked Estep 
Score: -35878220.000000 Penalty: 14658.037109
	Iteration 252Q: 3 clusters Score -3.587822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 148616 members 
Entering Unmasked Estep 
Score: -35878220.000000 Penalty: 14658.037109
	Iteration 253Q: 3 clusters Score -3.587822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 148620 members 
Entering Unmasked Estep 
Score: -35878200.000000 Penalty: 14658.037109
	Iteration 254Q: 3 clusters Score -3.58782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 148620 members 
Entering Unmasked Estep 
Score: -35878200.000000 Penalty: 14658.037109
	Iteration 255F: 3 clusters Score -3.58782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 15557 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 122777 members 
Mstep: Class 5 contains 8653 members 
Mstep: Class 6 contains 142568 members 
Mstep: Class 7 contains 107646 members 
Mstep: Class 8 contains 13587 members 
Mstep: Class 9 contains 9381 members 
Mstep: Class 10 contains 60799 members 
Mstep: Class 11 contains 68768 members 
Mstep: Class 12 contains 41867 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 132586 members 
Mstep: Class 15 contains 16321 members 
Mstep: Class 16 contains 58605 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 8654 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 10772 members 
Mstep: Class 24 contains 148620 members 
Entering Unmasked Estep 
Score: -272341248.000000 Penalty: 205980.281250
Splitting cluster 20 changes total score from -272311264.000000 to -272341248.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -596433.875000 Penalty: 4866.001465
	Iteration 0F: 2 clusters Score -596433.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -591296.312500 Penalty: 9732.002930
	Iteration 0F: 3 clusters Score -591296.3 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -593123.187500 Penalty: 9732.002930
	Iteration 1F: 3 clusters Score -593123.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -596205.562500 Penalty: 9732.002930
	Iteration 2F: 3 clusters Score -596205.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -598717.187500 Penalty: 9732.002930
	Iteration 3F: 3 clusters Score -598717.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -599380.187500 Penalty: 9732.002930
	Iteration 4F: 3 clusters Score -599380.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -599504.562500 Penalty: 9732.002930
	Iteration 5Q: 3 clusters Score -599504.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -599548.625000 Penalty: 9732.002930
	Iteration 6Q: 3 clusters Score -599548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -599565.312500 Penalty: 9732.002930
	Iteration 7Q: 3 clusters Score -599565.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -599568.250000 Penalty: 9732.002930
	Iteration 8Q: 3 clusters Score -599568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -599569.000000 Penalty: 9732.002930
	Iteration 9Q: 3 clusters Score -599569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -599569.000000 Penalty: 9732.002930
	Iteration 10F: 3 clusters Score -599569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 15557 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 122777 members 
Mstep: Class 5 contains 8653 members 
Mstep: Class 6 contains 142568 members 
Mstep: Class 7 contains 107646 members 
Mstep: Class 8 contains 13587 members 
Mstep: Class 9 contains 9381 members 
Mstep: Class 10 contains 60799 members 
Mstep: Class 11 contains 68768 members 
Mstep: Class 12 contains 41867 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 132586 members 
Mstep: Class 15 contains 16321 members 
Mstep: Class 16 contains 58605 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 8654 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 10772 members 
Mstep: Class 24 contains 148620 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
Score: -272343488.000000 Penalty: 214562.796875
Splitting cluster 21 changes total score from -272311264.000000 to -272343488.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 15557 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 122777 members 
Mstep: Class 6 contains 142568 members 
Mstep: Class 7 contains 107646 members 
Mstep: Class 8 contains 13587 members 
Mstep: Class 9 contains 9381 members 
Mstep: Class 10 contains 60799 members 
Mstep: Class 11 contains 68768 members 
Mstep: Class 12 contains 41867 members 
Mstep: Class 14 contains 132586 members 
Mstep: Class 15 contains 16321 members 
Mstep: Class 16 contains 58605 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 8654 members 
Mstep: Class 21 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272354592.000000 Penalty: 214562.796875
Iteration 39Q: 26 clusters Score -2.723546e+08 nChanged 18791
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116398 members 
Mstep: Class 2 contains 15480 members 
Mstep: Class 3 contains 17586 members 
Mstep: Class 4 contains 123018 members 
Mstep: Class 5 contains 8510 members 
Mstep: Class 6 contains 140798 members 
Mstep: Class 7 contains 107524 members 
Mstep: Class 8 contains 13815 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 60747 members 
Mstep: Class 11 contains 70606 members 
Mstep: Class 12 contains 41754 members 
Mstep: Class 13 contains 935 members 
Mstep: Class 14 contains 132769 members 
Mstep: Class 15 contains 16373 members 
Mstep: Class 16 contains 58614 members 
Mstep: Class 17 contains 14932 members 
Mstep: Class 18 contains 4665 members 
Mstep: Class 19 contains 75713 members 
Mstep: Class 20 contains 10381 members 
Mstep: Class 21 contains 2312 members 
Mstep: Class 22 contains 16746 members 
Mstep: Class 23 contains 10518 members 
Mstep: Class 24 contains 146649 members 
Mstep: Class 25 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 8323.133789 but Gain 8582.515625
Score: -272371584.000000 Penalty: 205980.281250
Iteration 40F: 25 clusters Score -2.723716e+08 nChanged 15055
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115435 members 
Mstep: Class 2 contains 15569 members 
Mstep: Class 3 contains 18179 members 
Mstep: Class 4 contains 123045 members 
Mstep: Class 5 contains 9151 members 
Mstep: Class 6 contains 139490 members 
Mstep: Class 7 contains 106961 members 
Mstep: Class 8 contains 14085 members 
Mstep: Class 9 contains 10819 members 
Mstep: Class 10 contains 59660 members 
Mstep: Class 11 contains 71984 members 
Mstep: Class 12 contains 40928 members 
Mstep: Class 14 contains 132779 members 
Mstep: Class 15 contains 16295 members 
Mstep: Class 16 contains 58622 members 
Mstep: Class 17 contains 15041 members 
Mstep: Class 18 contains 5083 members 
Mstep: Class 19 contains 74389 members 
Mstep: Class 20 contains 11228 members 
Mstep: Class 21 contains 2316 members 
Mstep: Class 22 contains 17085 members 
Mstep: Class 23 contains 11550 members 
Mstep: Class 24 contains 146950 members 
Mstep: Class 25 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272381600.000000 Penalty: 205980.281250
Iteration 41Q: 25 clusters Score -2.723816e+08 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 114978 members 
Mstep: Class 2 contains 15510 members 
Mstep: Class 3 contains 18603 members 
Mstep: Class 4 contains 122957 members 
Mstep: Class 5 contains 9520 members 
Mstep: Class 6 contains 138664 members 
Mstep: Class 7 contains 106328 members 
Mstep: Class 8 contains 14360 members 
Mstep: Class 9 contains 11008 members 
Mstep: Class 10 contains 58876 members 
Mstep: Class 11 contains 73237 members 
Mstep: Class 12 contains 40464 members 
Mstep: Class 14 contains 132800 members 
Mstep: Class 15 contains 16120 members 
Mstep: Class 16 contains 58755 members 
Mstep: Class 17 contains 15130 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 73320 members 
Mstep: Class 20 contains 11821 members 
Mstep: Class 21 contains 2344 members 
Mstep: Class 22 contains 17188 members 
Mstep: Class 23 contains 12212 members 
Mstep: Class 24 contains 147075 members 
Mstep: Class 25 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272384256.000000 Penalty: 205980.281250
Iteration 42Q: 25 clusters Score -2.723843e+08 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 114809 members 
Mstep: Class 2 contains 15431 members 
Mstep: Class 3 contains 18972 members 
Mstep: Class 4 contains 122798 members 
Mstep: Class 5 contains 9821 members 
Mstep: Class 6 contains 138012 members 
Mstep: Class 7 contains 105838 members 
Mstep: Class 8 contains 14629 members 
Mstep: Class 9 contains 11122 members 
Mstep: Class 10 contains 58283 members 
Mstep: Class 11 contains 74258 members 
Mstep: Class 12 contains 40091 members 
Mstep: Class 14 contains 132810 members 
Mstep: Class 15 contains 16026 members 
Mstep: Class 16 contains 58904 members 
Mstep: Class 17 contains 15186 members 
Mstep: Class 18 contains 5525 members 
Mstep: Class 19 contains 72447 members 
Mstep: Class 20 contains 12261 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 17218 members 
Mstep: Class 23 contains 12694 members 
Mstep: Class 24 contains 147122 members 
Mstep: Class 25 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272385856.000000 Penalty: 205980.281250
Iteration 43Q: 25 clusters Score -2.723859e+08 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 114784 members 
Mstep: Class 2 contains 15310 members 
Mstep: Class 3 contains 19266 members 
Mstep: Class 4 contains 122580 members 
Mstep: Class 5 contains 10097 members 
Mstep: Class 6 contains 137486 members 
Mstep: Class 7 contains 105408 members 
Mstep: Class 8 contains 14911 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 57789 members 
Mstep: Class 11 contains 75193 members 
Mstep: Class 12 contains 39805 members 
Mstep: Class 14 contains 132802 members 
Mstep: Class 15 contains 15957 members 
Mstep: Class 16 contains 59070 members 
Mstep: Class 17 contains 15217 members 
Mstep: Class 18 contains 5649 members 
Mstep: Class 19 contains 71648 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 17247 members 
Mstep: Class 23 contains 13106 members 
Mstep: Class 24 contains 147131 members 
Mstep: Class 25 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272387072.000000 Penalty: 205980.281250
Iteration 44Q: 25 clusters Score -2.723871e+08 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 114844 members 
Mstep: Class 2 contains 15257 members 
Mstep: Class 3 contains 19533 members 
Mstep: Class 4 contains 122338 members 
Mstep: Class 5 contains 10310 members 
Mstep: Class 6 contains 137107 members 
Mstep: Class 7 contains 105086 members 
Mstep: Class 8 contains 15156 members 
Mstep: Class 9 contains 11271 members 
Mstep: Class 10 contains 57374 members 
Mstep: Class 11 contains 75931 members 
Mstep: Class 12 contains 39565 members 
Mstep: Class 14 contains 132782 members 
Mstep: Class 15 contains 15915 members 
Mstep: Class 16 contains 59192 members 
Mstep: Class 17 contains 15248 members 
Mstep: Class 18 contains 5719 members 
Mstep: Class 19 contains 70966 members 
Mstep: Class 20 contains 12851 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 17249 members 
Mstep: Class 23 contains 13418 members 
Mstep: Class 24 contains 147132 members 
Mstep: Class 25 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272388064.000000 Penalty: 205980.281250
Iteration 45Q: 25 clusters Score -2.723881e+08 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 114891 members 
Mstep: Class 2 contains 15194 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 4 contains 122123 members 
Mstep: Class 5 contains 10542 members 
Mstep: Class 6 contains 136749 members 
Mstep: Class 7 contains 104853 members 
Mstep: Class 8 contains 15336 members 
Mstep: Class 9 contains 11326 members 
Mstep: Class 10 contains 56995 members 
Mstep: Class 11 contains 76532 members 
Mstep: Class 12 contains 39363 members 
Mstep: Class 14 contains 132751 members 
Mstep: Class 15 contains 15889 members 
Mstep: Class 16 contains 59323 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 70397 members 
Mstep: Class 20 contains 13082 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 17248 members 
Mstep: Class 23 contains 13684 members 
Mstep: Class 24 contains 147131 members 
Mstep: Class 25 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272387808.000000 Penalty: 205980.281250
Iteration 46Q: 25 clusters Score -2.723878e+08 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 114959 members 
Mstep: Class 2 contains 15202 members 
Mstep: Class 3 contains 19954 members 
Mstep: Class 4 contains 121901 members 
Mstep: Class 5 contains 10773 members 
Mstep: Class 6 contains 136443 members 
Mstep: Class 7 contains 104624 members 
Mstep: Class 8 contains 15478 members 
Mstep: Class 9 contains 11358 members 
Mstep: Class 10 contains 56667 members 
Mstep: Class 11 contains 77075 members 
Mstep: Class 12 contains 39181 members 
Mstep: Class 14 contains 132739 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 16 contains 59375 members 
Mstep: Class 17 contains 15316 members 
Mstep: Class 18 contains 5851 members 
Mstep: Class 19 contains 69906 members 
Mstep: Class 20 contains 13279 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 17246 members 
Mstep: Class 23 contains 13910 members 
Mstep: Class 24 contains 147128 members 
Mstep: Class 25 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272388064.000000 Penalty: 205980.281250
Iteration 47Q: 25 clusters Score -2.723881e+08 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 20146 members 
Mstep: Class 4 contains 121708 members 
Mstep: Class 5 contains 10993 members 
Mstep: Class 6 contains 136197 members 
Mstep: Class 7 contains 104464 members 
Mstep: Class 8 contains 15583 members 
Mstep: Class 9 contains 11412 members 
Mstep: Class 10 contains 56354 members 
Mstep: Class 11 contains 77531 members 
Mstep: Class 12 contains 39029 members 
Mstep: Class 14 contains 132704 members 
Mstep: Class 15 contains 15838 members 
Mstep: Class 16 contains 59408 members 
Mstep: Class 17 contains 15338 members 
Mstep: Class 18 contains 5897 members 
Mstep: Class 19 contains 69455 members 
Mstep: Class 20 contains 13438 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 17234 members 
Mstep: Class 23 contains 14102 members 
Mstep: Class 24 contains 147092 members 
Mstep: Class 25 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272388800.000000 Penalty: 205980.281250
Iteration 48Q: 25 clusters Score -2.723888e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115169 members 
Mstep: Class 2 contains 15332 members 
Mstep: Class 3 contains 20303 members 
Mstep: Class 4 contains 121497 members 
Mstep: Class 5 contains 11187 members 
Mstep: Class 6 contains 135971 members 
Mstep: Class 7 contains 104348 members 
Mstep: Class 8 contains 15673 members 
Mstep: Class 9 contains 11429 members 
Mstep: Class 10 contains 56067 members 
Mstep: Class 11 contains 77933 members 
Mstep: Class 12 contains 38881 members 
Mstep: Class 14 contains 132692 members 
Mstep: Class 15 contains 15797 members 
Mstep: Class 16 contains 59505 members 
Mstep: Class 17 contains 15356 members 
Mstep: Class 18 contains 5940 members 
Mstep: Class 19 contains 69015 members 
Mstep: Class 20 contains 13596 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 17229 members 
Mstep: Class 23 contains 14253 members 
Mstep: Class 24 contains 147048 members 
Mstep: Class 25 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272388832.000000 Penalty: 205980.281250
Iteration 49Q: 25 clusters Score -2.723888e+08 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115296 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 20421 members 
Mstep: Class 4 contains 121329 members 
Mstep: Class 5 contains 11348 members 
Mstep: Class 6 contains 135785 members 
Mstep: Class 7 contains 104251 members 
Mstep: Class 8 contains 15774 members 
Mstep: Class 9 contains 11434 members 
Mstep: Class 10 contains 55785 members 
Mstep: Class 11 contains 78287 members 
Mstep: Class 12 contains 38749 members 
Mstep: Class 14 contains 132675 members 
Mstep: Class 15 contains 15770 members 
Mstep: Class 16 contains 59593 members 
Mstep: Class 17 contains 15366 members 
Mstep: Class 18 contains 5971 members 
Mstep: Class 19 contains 68631 members 
Mstep: Class 20 contains 13744 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 17223 members 
Mstep: Class 23 contains 14371 members 
Mstep: Class 24 contains 146998 members 
Mstep: Class 25 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272389408.000000 Penalty: 205980.281250
Iteration 50Q: 25 clusters Score -2.723894e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115379 members 
Mstep: Class 2 contains 15486 members 
Mstep: Class 3 contains 20539 members 
Mstep: Class 4 contains 121187 members 
Mstep: Class 5 contains 11519 members 
Mstep: Class 6 contains 135606 members 
Mstep: Class 7 contains 104163 members 
Mstep: Class 8 contains 15867 members 
Mstep: Class 9 contains 11447 members 
Mstep: Class 10 contains 55532 members 
Mstep: Class 11 contains 78606 members 
Mstep: Class 12 contains 38628 members 
Mstep: Class 14 contains 132653 members 
Mstep: Class 15 contains 15745 members 
Mstep: Class 16 contains 59668 members 
Mstep: Class 17 contains 15370 members 
Mstep: Class 18 contains 6004 members 
Mstep: Class 19 contains 68268 members 
Mstep: Class 20 contains 13893 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 17219 members 
Mstep: Class 23 contains 14468 members 
Mstep: Class 24 contains 146961 members 
Mstep: Class 25 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272389920.000000 Penalty: 205980.281250
Iteration 51Q: 25 clusters Score -2.723899e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115455 members 
Mstep: Class 2 contains 15555 members 
Mstep: Class 3 contains 20646 members 
Mstep: Class 4 contains 121075 members 
Mstep: Class 5 contains 11666 members 
Mstep: Class 6 contains 135428 members 
Mstep: Class 7 contains 104089 members 
Mstep: Class 8 contains 15947 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 55321 members 
Mstep: Class 11 contains 78870 members 
Mstep: Class 12 contains 38540 members 
Mstep: Class 14 contains 132635 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 59755 members 
Mstep: Class 17 contains 15364 members 
Mstep: Class 18 contains 6034 members 
Mstep: Class 19 contains 67944 members 
Mstep: Class 20 contains 14028 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 17214 members 
Mstep: Class 23 contains 14540 members 
Mstep: Class 24 contains 146901 members 
Mstep: Class 25 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272389792.000000 Penalty: 205980.281250
Iteration 52Q: 25 clusters Score -2.723898e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115532 members 
Mstep: Class 2 contains 15620 members 
Mstep: Class 3 contains 20747 members 
Mstep: Class 4 contains 120953 members 
Mstep: Class 5 contains 11802 members 
Mstep: Class 6 contains 135265 members 
Mstep: Class 7 contains 104035 members 
Mstep: Class 8 contains 16001 members 
Mstep: Class 9 contains 11481 members 
Mstep: Class 10 contains 55116 members 
Mstep: Class 11 contains 79106 members 
Mstep: Class 12 contains 38465 members 
Mstep: Class 14 contains 132624 members 
Mstep: Class 15 contains 15719 members 
Mstep: Class 16 contains 59816 members 
Mstep: Class 17 contains 15365 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 67669 members 
Mstep: Class 20 contains 14150 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 17210 members 
Mstep: Class 23 contains 14603 members 
Mstep: Class 24 contains 146859 members 
Mstep: Class 25 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272390112.000000 Penalty: 205980.281250
Iteration 53Q: 25 clusters Score -2.723901e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115601 members 
Mstep: Class 2 contains 15682 members 
Mstep: Class 3 contains 20847 members 
Mstep: Class 4 contains 120868 members 
Mstep: Class 5 contains 11937 members 
Mstep: Class 6 contains 135126 members 
Mstep: Class 7 contains 103935 members 
Mstep: Class 8 contains 16051 members 
Mstep: Class 9 contains 11489 members 
Mstep: Class 10 contains 54939 members 
Mstep: Class 11 contains 79300 members 
Mstep: Class 12 contains 38396 members 
Mstep: Class 14 contains 132633 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 59847 members 
Mstep: Class 17 contains 15370 members 
Mstep: Class 18 contains 6073 members 
Mstep: Class 19 contains 67437 members 
Mstep: Class 20 contains 14252 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 17209 members 
Mstep: Class 23 contains 14658 members 
Mstep: Class 24 contains 146819 members 
Mstep: Class 25 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272389440.000000 Penalty: 205980.281250
Iteration 54Q: 25 clusters Score -2.723894e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115662 members 
Mstep: Class 2 contains 15706 members 
Mstep: Class 3 contains 20938 members 
Mstep: Class 4 contains 120786 members 
Mstep: Class 5 contains 12059 members 
Mstep: Class 6 contains 135015 members 
Mstep: Class 7 contains 103840 members 
Mstep: Class 8 contains 16096 members 
Mstep: Class 9 contains 11504 members 
Mstep: Class 10 contains 54808 members 
Mstep: Class 11 contains 79479 members 
Mstep: Class 12 contains 38318 members 
Mstep: Class 14 contains 132649 members 
Mstep: Class 15 contains 15705 members 
Mstep: Class 16 contains 59866 members 
Mstep: Class 17 contains 15369 members 
Mstep: Class 18 contains 6097 members 
Mstep: Class 19 contains 67216 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 17212 members 
Mstep: Class 23 contains 14706 members 
Mstep: Class 24 contains 146781 members 
Mstep: Class 25 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272389088.000000 Penalty: 205980.281250
Iteration 55Q: 25 clusters Score -2.723891e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115734 members 
Mstep: Class 2 contains 15740 members 
Mstep: Class 3 contains 21003 members 
Mstep: Class 4 contains 120716 members 
Mstep: Class 5 contains 12168 members 
Mstep: Class 6 contains 134923 members 
Mstep: Class 7 contains 103755 members 
Mstep: Class 8 contains 16131 members 
Mstep: Class 9 contains 11511 members 
Mstep: Class 10 contains 54682 members 
Mstep: Class 11 contains 79619 members 
Mstep: Class 12 contains 38258 members 
Mstep: Class 14 contains 132669 members 
Mstep: Class 15 contains 15696 members 
Mstep: Class 16 contains 59897 members 
Mstep: Class 17 contains 15367 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 67027 members 
Mstep: Class 20 contains 14469 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 17210 members 
Mstep: Class 23 contains 14741 members 
Mstep: Class 24 contains 146743 members 
Mstep: Class 25 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272389760.000000 Penalty: 205980.281250
Iteration 56Q: 25 clusters Score -2.723898e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115787 members 
Mstep: Class 2 contains 15764 members 
Mstep: Class 3 contains 21058 members 
Mstep: Class 4 contains 120685 members 
Mstep: Class 5 contains 12260 members 
Mstep: Class 6 contains 134849 members 
Mstep: Class 7 contains 103696 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 11515 members 
Mstep: Class 10 contains 54546 members 
Mstep: Class 11 contains 79724 members 
Mstep: Class 12 contains 38204 members 
Mstep: Class 14 contains 132682 members 
Mstep: Class 15 contains 15692 members 
Mstep: Class 16 contains 59923 members 
Mstep: Class 17 contains 15374 members 
Mstep: Class 18 contains 6118 members 
Mstep: Class 19 contains 66876 members 
Mstep: Class 20 contains 14567 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 17211 members 
Mstep: Class 23 contains 14768 members 
Mstep: Class 24 contains 146692 members 
Mstep: Class 25 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272390048.000000 Penalty: 205980.281250
Iteration 57Q: 25 clusters Score -2.7239e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 15778 members 
Mstep: Class 3 contains 21109 members 
Mstep: Class 4 contains 120643 members 
Mstep: Class 5 contains 12362 members 
Mstep: Class 6 contains 134760 members 
Mstep: Class 7 contains 103637 members 
Mstep: Class 8 contains 16206 members 
Mstep: Class 9 contains 11508 members 
Mstep: Class 10 contains 54434 members 
Mstep: Class 11 contains 79823 members 
Mstep: Class 12 contains 38160 members 
Mstep: Class 14 contains 132694 members 
Mstep: Class 15 contains 15692 members 
Mstep: Class 16 contains 59974 members 
Mstep: Class 17 contains 15377 members 
Mstep: Class 18 contains 6141 members 
Mstep: Class 19 contains 66729 members 
Mstep: Class 20 contains 14650 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 17212 members 
Mstep: Class 23 contains 14789 members 
Mstep: Class 24 contains 146655 members 
Mstep: Class 25 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272390496.000000 Penalty: 205980.281250
Iteration 58Q: 25 clusters Score -2.723905e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115875 members 
Mstep: Class 2 contains 15803 members 
Mstep: Class 3 contains 21157 members 
Mstep: Class 4 contains 120607 members 
Mstep: Class 5 contains 12447 members 
Mstep: Class 6 contains 134700 members 
Mstep: Class 7 contains 103587 members 
Mstep: Class 8 contains 16244 members 
Mstep: Class 9 contains 11504 members 
Mstep: Class 10 contains 54304 members 
Mstep: Class 11 contains 79909 members 
Mstep: Class 12 contains 38111 members 
Mstep: Class 14 contains 132707 members 
Mstep: Class 15 contains 15698 members 
Mstep: Class 16 contains 60018 members 
Mstep: Class 17 contains 15373 members 
Mstep: Class 18 contains 6150 members 
Mstep: Class 19 contains 66597 members 
Mstep: Class 20 contains 14755 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 17209 members 
Mstep: Class 23 contains 14804 members 
Mstep: Class 24 contains 146598 members 
Mstep: Class 25 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272391232.000000 Penalty: 205980.281250
Iteration 59Q: 25 clusters Score -2.723912e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 115907 members 
Mstep: Class 2 contains 15835 members 
Mstep: Class 3 contains 21202 members 
Mstep: Class 4 contains 120574 members 
Mstep: Class 5 contains 12532 members 
Mstep: Class 6 contains 134642 members 
Mstep: Class 7 contains 103574 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 54188 members 
Mstep: Class 11 contains 79985 members 
Mstep: Class 12 contains 38079 members 
Mstep: Class 14 contains 132707 members 
Mstep: Class 15 contains 15695 members 
Mstep: Class 16 contains 60021 members 
Mstep: Class 17 contains 15370 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 66473 members 
Mstep: Class 20 contains 14854 members 
Mstep: Class 21 contains 2465 members 
Mstep: Class 22 contains 17209 members 
Mstep: Class 23 contains 14815 members 
Mstep: Class 24 contains 146546 members 
Mstep: Class 25 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272391808.000000 Penalty: 205980.281250
Iteration 60F: 25 clusters Score -2.723918e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115932 members 
Mstep: Class 2 contains 15921 members 
Mstep: Class 3 contains 21241 members 
Mstep: Class 4 contains 120550 members 
Mstep: Class 5 contains 12623 members 
Mstep: Class 6 contains 134599 members 
Mstep: Class 7 contains 103533 members 
Mstep: Class 8 contains 16302 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 54020 members 
Mstep: Class 11 contains 80051 members 
Mstep: Class 12 contains 38040 members 
Mstep: Class 14 contains 132725 members 
Mstep: Class 15 contains 15688 members 
Mstep: Class 16 contains 60026 members 
Mstep: Class 17 contains 15373 members 
Mstep: Class 18 contains 6173 members 
Mstep: Class 19 contains 66338 members 
Mstep: Class 20 contains 14952 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 17209 members 
Mstep: Class 23 contains 14824 members 
Mstep: Class 24 contains 146514 members 
Mstep: Class 25 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272391392.000000 Penalty: 205980.281250
Iteration 61Q: 25 clusters Score -2.723914e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115956 members 
Mstep: Class 2 contains 16016 members 
Mstep: Class 3 contains 21278 members 
Mstep: Class 4 contains 120527 members 
Mstep: Class 5 contains 12703 members 
Mstep: Class 6 contains 134563 members 
Mstep: Class 7 contains 103498 members 
Mstep: Class 8 contains 16329 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 53860 members 
Mstep: Class 11 contains 80102 members 
Mstep: Class 12 contains 37988 members 
Mstep: Class 14 contains 132734 members 
Mstep: Class 15 contains 15686 members 
Mstep: Class 16 contains 60029 members 
Mstep: Class 17 contains 15374 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 66224 members 
Mstep: Class 20 contains 15065 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17205 members 
Mstep: Class 23 contains 14845 members 
Mstep: Class 24 contains 146468 members 
Mstep: Class 25 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272391648.000000 Penalty: 205980.281250
Iteration 62Q: 25 clusters Score -2.723916e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115976 members 
Mstep: Class 2 contains 16096 members 
Mstep: Class 3 contains 21308 members 
Mstep: Class 4 contains 120515 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 134508 members 
Mstep: Class 7 contains 103480 members 
Mstep: Class 8 contains 16345 members 
Mstep: Class 9 contains 11496 members 
Mstep: Class 10 contains 53704 members 
Mstep: Class 11 contains 80167 members 
Mstep: Class 12 contains 37933 members 
Mstep: Class 14 contains 132737 members 
Mstep: Class 15 contains 15690 members 
Mstep: Class 16 contains 60022 members 
Mstep: Class 17 contains 15375 members 
Mstep: Class 18 contains 6182 members 
Mstep: Class 19 contains 66102 members 
Mstep: Class 20 contains 15192 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17207 members 
Mstep: Class 23 contains 14862 members 
Mstep: Class 24 contains 146415 members 
Mstep: Class 25 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272391968.000000 Penalty: 205980.281250
Iteration 63Q: 25 clusters Score -2.72392e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 115987 members 
Mstep: Class 2 contains 16181 members 
Mstep: Class 3 contains 21350 members 
Mstep: Class 4 contains 120494 members 
Mstep: Class 5 contains 12889 members 
Mstep: Class 6 contains 134461 members 
Mstep: Class 7 contains 103456 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 11498 members 
Mstep: Class 10 contains 53547 members 
Mstep: Class 11 contains 80216 members 
Mstep: Class 12 contains 37896 members 
Mstep: Class 14 contains 132752 members 
Mstep: Class 15 contains 15685 members 
Mstep: Class 16 contains 60009 members 
Mstep: Class 17 contains 15375 members 
Mstep: Class 18 contains 6192 members 
Mstep: Class 19 contains 65981 members 
Mstep: Class 20 contains 15297 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17210 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 146383 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272392160.000000 Penalty: 205980.281250
Iteration 64Q: 25 clusters Score -2.723922e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116010 members 
Mstep: Class 2 contains 16260 members 
Mstep: Class 3 contains 21387 members 
Mstep: Class 4 contains 120486 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 134394 members 
Mstep: Class 7 contains 103435 members 
Mstep: Class 8 contains 16398 members 
Mstep: Class 9 contains 11502 members 
Mstep: Class 10 contains 53397 members 
Mstep: Class 11 contains 80261 members 
Mstep: Class 12 contains 37869 members 
Mstep: Class 14 contains 132752 members 
Mstep: Class 15 contains 15687 members 
Mstep: Class 16 contains 60008 members 
Mstep: Class 17 contains 15381 members 
Mstep: Class 18 contains 6201 members 
Mstep: Class 19 contains 65865 members 
Mstep: Class 20 contains 15382 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17211 members 
Mstep: Class 23 contains 14898 members 
Mstep: Class 24 contains 146343 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272392064.000000 Penalty: 205980.281250
Iteration 65Q: 25 clusters Score -2.723921e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116007 members 
Mstep: Class 2 contains 16329 members 
Mstep: Class 3 contains 21431 members 
Mstep: Class 4 contains 120480 members 
Mstep: Class 5 contains 13065 members 
Mstep: Class 6 contains 134337 members 
Mstep: Class 7 contains 103420 members 
Mstep: Class 8 contains 16428 members 
Mstep: Class 9 contains 11499 members 
Mstep: Class 10 contains 53254 members 
Mstep: Class 11 contains 80302 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 14 contains 132760 members 
Mstep: Class 15 contains 15686 members 
Mstep: Class 16 contains 59997 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 65761 members 
Mstep: Class 20 contains 15459 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17214 members 
Mstep: Class 23 contains 14920 members 
Mstep: Class 24 contains 146308 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272392224.000000 Penalty: 205980.281250
Iteration 66Q: 25 clusters Score -2.723922e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116001 members 
Mstep: Class 2 contains 16406 members 
Mstep: Class 3 contains 21466 members 
Mstep: Class 4 contains 120460 members 
Mstep: Class 5 contains 13161 members 
Mstep: Class 6 contains 134276 members 
Mstep: Class 7 contains 103401 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 11502 members 
Mstep: Class 10 contains 53122 members 
Mstep: Class 11 contains 80332 members 
Mstep: Class 12 contains 37810 members 
Mstep: Class 14 contains 132764 members 
Mstep: Class 15 contains 15695 members 
Mstep: Class 16 contains 59983 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 6220 members 
Mstep: Class 19 contains 65678 members 
Mstep: Class 20 contains 15532 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17217 members 
Mstep: Class 23 contains 14948 members 
Mstep: Class 24 contains 146290 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272392480.000000 Penalty: 205980.281250
Iteration 67Q: 25 clusters Score -2.723925e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116017 members 
Mstep: Class 2 contains 16478 members 
Mstep: Class 3 contains 21498 members 
Mstep: Class 4 contains 120438 members 
Mstep: Class 5 contains 13263 members 
Mstep: Class 6 contains 134204 members 
Mstep: Class 7 contains 103383 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 11502 members 
Mstep: Class 10 contains 53007 members 
Mstep: Class 11 contains 80368 members 
Mstep: Class 12 contains 37793 members 
Mstep: Class 14 contains 132761 members 
Mstep: Class 15 contains 15700 members 
Mstep: Class 16 contains 59967 members 
Mstep: Class 17 contains 15400 members 
Mstep: Class 18 contains 6228 members 
Mstep: Class 19 contains 65590 members 
Mstep: Class 20 contains 15592 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17220 members 
Mstep: Class 23 contains 14965 members 
Mstep: Class 24 contains 146265 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272392320.000000 Penalty: 205980.281250
Iteration 68Q: 25 clusters Score -2.723923e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116025 members 
Mstep: Class 2 contains 16535 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 120428 members 
Mstep: Class 5 contains 13351 members 
Mstep: Class 6 contains 134143 members 
Mstep: Class 7 contains 103365 members 
Mstep: Class 8 contains 16484 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 52894 members 
Mstep: Class 11 contains 80393 members 
Mstep: Class 12 contains 37769 members 
Mstep: Class 14 contains 132768 members 
Mstep: Class 15 contains 15708 members 
Mstep: Class 16 contains 59959 members 
Mstep: Class 17 contains 15404 members 
Mstep: Class 18 contains 6231 members 
Mstep: Class 19 contains 65517 members 
Mstep: Class 20 contains 15669 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17224 members 
Mstep: Class 23 contains 14986 members 
Mstep: Class 24 contains 146221 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272392768.000000 Penalty: 205980.281250
Iteration 69Q: 25 clusters Score -2.723928e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116028 members 
Mstep: Class 2 contains 16611 members 
Mstep: Class 3 contains 21549 members 
Mstep: Class 4 contains 120414 members 
Mstep: Class 5 contains 13428 members 
Mstep: Class 6 contains 134076 members 
Mstep: Class 7 contains 103356 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 11508 members 
Mstep: Class 10 contains 52788 members 
Mstep: Class 11 contains 80413 members 
Mstep: Class 12 contains 37738 members 
Mstep: Class 14 contains 132766 members 
Mstep: Class 15 contains 15717 members 
Mstep: Class 16 contains 59956 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 6245 members 
Mstep: Class 19 contains 65448 members 
Mstep: Class 20 contains 15768 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17228 members 
Mstep: Class 23 contains 15002 members 
Mstep: Class 24 contains 146159 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272392704.000000 Penalty: 205980.281250
Iteration 70Q: 25 clusters Score -2.723927e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116031 members 
Mstep: Class 2 contains 16664 members 
Mstep: Class 3 contains 21571 members 
Mstep: Class 4 contains 120405 members 
Mstep: Class 5 contains 13494 members 
Mstep: Class 6 contains 134023 members 
Mstep: Class 7 contains 103344 members 
Mstep: Class 8 contains 16505 members 
Mstep: Class 9 contains 11511 members 
Mstep: Class 10 contains 52707 members 
Mstep: Class 11 contains 80423 members 
Mstep: Class 12 contains 37726 members 
Mstep: Class 14 contains 132769 members 
Mstep: Class 15 contains 15720 members 
Mstep: Class 16 contains 59943 members 
Mstep: Class 17 contains 15417 members 
Mstep: Class 18 contains 6248 members 
Mstep: Class 19 contains 65394 members 
Mstep: Class 20 contains 15854 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17227 members 
Mstep: Class 23 contains 15019 members 
Mstep: Class 24 contains 146109 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272392832.000000 Penalty: 205980.281250
Iteration 71Q: 25 clusters Score -2.723928e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116047 members 
Mstep: Class 2 contains 16719 members 
Mstep: Class 3 contains 21591 members 
Mstep: Class 4 contains 120398 members 
Mstep: Class 5 contains 13553 members 
Mstep: Class 6 contains 133991 members 
Mstep: Class 7 contains 103314 members 
Mstep: Class 8 contains 16518 members 
Mstep: Class 9 contains 11512 members 
Mstep: Class 10 contains 52626 members 
Mstep: Class 11 contains 80432 members 
Mstep: Class 12 contains 37697 members 
Mstep: Class 14 contains 132773 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 59919 members 
Mstep: Class 17 contains 15418 members 
Mstep: Class 18 contains 6259 members 
Mstep: Class 19 contains 65350 members 
Mstep: Class 20 contains 15968 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17226 members 
Mstep: Class 23 contains 15025 members 
Mstep: Class 24 contains 146050 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272393056.000000 Penalty: 205980.281250
Iteration 72Q: 25 clusters Score -2.723931e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116055 members 
Mstep: Class 2 contains 16776 members 
Mstep: Class 3 contains 21606 members 
Mstep: Class 4 contains 120392 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 133945 members 
Mstep: Class 7 contains 103302 members 
Mstep: Class 8 contains 16521 members 
Mstep: Class 9 contains 11509 members 
Mstep: Class 10 contains 52537 members 
Mstep: Class 11 contains 80444 members 
Mstep: Class 12 contains 37671 members 
Mstep: Class 14 contains 132772 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 59905 members 
Mstep: Class 17 contains 15416 members 
Mstep: Class 18 contains 6269 members 
Mstep: Class 19 contains 65306 members 
Mstep: Class 20 contains 16076 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17227 members 
Mstep: Class 23 contains 15035 members 
Mstep: Class 24 contains 146004 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272392992.000000 Penalty: 205980.281250
Iteration 73Q: 25 clusters Score -2.72393e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116059 members 
Mstep: Class 2 contains 16832 members 
Mstep: Class 3 contains 21618 members 
Mstep: Class 4 contains 120381 members 
Mstep: Class 5 contains 13677 members 
Mstep: Class 6 contains 133904 members 
Mstep: Class 7 contains 103275 members 
Mstep: Class 8 contains 16532 members 
Mstep: Class 9 contains 11512 members 
Mstep: Class 10 contains 52453 members 
Mstep: Class 11 contains 80457 members 
Mstep: Class 12 contains 37656 members 
Mstep: Class 14 contains 132773 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 59871 members 
Mstep: Class 17 contains 15415 members 
Mstep: Class 18 contains 6278 members 
Mstep: Class 19 contains 65263 members 
Mstep: Class 20 contains 16182 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17227 members 
Mstep: Class 23 contains 15054 members 
Mstep: Class 24 contains 145969 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272393376.000000 Penalty: 205980.281250
Iteration 74Q: 25 clusters Score -2.723934e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116068 members 
Mstep: Class 2 contains 16866 members 
Mstep: Class 3 contains 21629 members 
Mstep: Class 4 contains 120368 members 
Mstep: Class 5 contains 13732 members 
Mstep: Class 6 contains 133855 members 
Mstep: Class 7 contains 103259 members 
Mstep: Class 8 contains 16545 members 
Mstep: Class 9 contains 11512 members 
Mstep: Class 10 contains 52383 members 
Mstep: Class 11 contains 80468 members 
Mstep: Class 12 contains 37639 members 
Mstep: Class 14 contains 132778 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 59843 members 
Mstep: Class 17 contains 15420 members 
Mstep: Class 18 contains 6288 members 
Mstep: Class 19 contains 65226 members 
Mstep: Class 20 contains 16284 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17227 members 
Mstep: Class 23 contains 15068 members 
Mstep: Class 24 contains 145923 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272393664.000000 Penalty: 205980.281250
Iteration 75Q: 25 clusters Score -2.723937e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116081 members 
Mstep: Class 2 contains 16905 members 
Mstep: Class 3 contains 21633 members 
Mstep: Class 4 contains 120359 members 
Mstep: Class 5 contains 13782 members 
Mstep: Class 6 contains 133804 members 
Mstep: Class 7 contains 103238 members 
Mstep: Class 8 contains 16559 members 
Mstep: Class 9 contains 11510 members 
Mstep: Class 10 contains 52329 members 
Mstep: Class 11 contains 80471 members 
Mstep: Class 12 contains 37622 members 
Mstep: Class 14 contains 132786 members 
Mstep: Class 15 contains 15728 members 
Mstep: Class 16 contains 59838 members 
Mstep: Class 17 contains 15421 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 65186 members 
Mstep: Class 20 contains 16379 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17229 members 
Mstep: Class 23 contains 15076 members 
Mstep: Class 24 contains 145869 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272393408.000000 Penalty: 205980.281250
Iteration 76Q: 25 clusters Score -2.723934e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116107 members 
Mstep: Class 2 contains 16955 members 
Mstep: Class 3 contains 21640 members 
Mstep: Class 4 contains 120342 members 
Mstep: Class 5 contains 13822 members 
Mstep: Class 6 contains 133752 members 
Mstep: Class 7 contains 103220 members 
Mstep: Class 8 contains 16568 members 
Mstep: Class 9 contains 11514 members 
Mstep: Class 10 contains 52276 members 
Mstep: Class 11 contains 80479 members 
Mstep: Class 12 contains 37612 members 
Mstep: Class 14 contains 132791 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 59819 members 
Mstep: Class 17 contains 15423 members 
Mstep: Class 18 contains 6308 members 
Mstep: Class 19 contains 65139 members 
Mstep: Class 20 contains 16485 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17231 members 
Mstep: Class 23 contains 15083 members 
Mstep: Class 24 contains 145810 members 
Mstep: Class 25 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272393632.000000 Penalty: 205980.281250
Iteration 77Q: 25 clusters Score -2.723936e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116113 members 
Mstep: Class 2 contains 16983 members 
Mstep: Class 3 contains 21644 members 
Mstep: Class 4 contains 120338 members 
Mstep: Class 5 contains 13864 members 
Mstep: Class 6 contains 133708 members 
Mstep: Class 7 contains 103216 members 
Mstep: Class 8 contains 16572 members 
Mstep: Class 9 contains 11513 members 
Mstep: Class 10 contains 52216 members 
Mstep: Class 11 contains 80482 members 
Mstep: Class 12 contains 37615 members 
Mstep: Class 14 contains 132789 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 59815 members 
Mstep: Class 17 contains 15418 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 65094 members 
Mstep: Class 20 contains 16574 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17230 members 
Mstep: Class 23 contains 15093 members 
Mstep: Class 24 contains 145780 members 
Mstep: Class 25 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272393504.000000 Penalty: 205980.281250
Iteration 78Q: 25 clusters Score -2.723935e+08 nChanged 399
Entering ConstructFrom: 
Score: -272393504.000000 Penalty: 205980.281250
Entering ConstructFrom: 
Trying to split cluster 1 (116122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Entering Unmasked Estep 
Score: -26398762.000000 Penalty: 7143.217773
	Iteration 0F: 2 clusters Score -2.639876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -26320278.000000 Penalty: 14286.435547
	Iteration 0F: 3 clusters Score -2.632028e+07 nChanged 53430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -26349068.000000 Penalty: 14286.435547
	Iteration 1F: 3 clusters Score -2.634907e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -26350392.000000 Penalty: 14286.435547
	Iteration 2Q: 3 clusters Score -2.635039e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -26351172.000000 Penalty: 14286.435547
	Iteration 3Q: 3 clusters Score -2.635117e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -26352236.000000 Penalty: 14286.435547
	Iteration 4Q: 3 clusters Score -2.635224e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -26353128.000000 Penalty: 14286.435547
	Iteration 5Q: 3 clusters Score -2.635313e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -26354000.000000 Penalty: 14286.435547
	Iteration 6Q: 3 clusters Score -2.6354e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -26355262.000000 Penalty: 14286.435547
	Iteration 7Q: 3 clusters Score -2.635526e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -26357064.000000 Penalty: 14286.435547
	Iteration 8Q: 3 clusters Score -2.635706e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -26359914.000000 Penalty: 14286.435547
	Iteration 9Q: 3 clusters Score -2.635991e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -26363882.000000 Penalty: 14286.435547
	Iteration 10F: 3 clusters Score -2.636388e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -26369290.000000 Penalty: 14286.435547
	Iteration 11F: 3 clusters Score -2.636929e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -26375978.000000 Penalty: 14286.435547
	Iteration 12F: 3 clusters Score -2.637598e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 104739 members 
Entering Unmasked Estep 
Score: -26382508.000000 Penalty: 14286.435547
	Iteration 13F: 3 clusters Score -2.638251e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -26387392.000000 Penalty: 14286.435547
	Iteration 14Q: 3 clusters Score -2.638739e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 112969 members 
Entering Unmasked Estep 
Score: -26390032.000000 Penalty: 14286.435547
	Iteration 15Q: 3 clusters Score -2.639003e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 114284 members 
Entering Unmasked Estep 
Score: -26391180.000000 Penalty: 14286.435547
	Iteration 16Q: 3 clusters Score -2.639118e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 114861 members 
Entering Unmasked Estep 
Score: -26391748.000000 Penalty: 14286.435547
	Iteration 17Q: 3 clusters Score -2.639175e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 115136 members 
Entering Unmasked Estep 
Score: -26392050.000000 Penalty: 14286.435547
	Iteration 18Q: 3 clusters Score -2.639205e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 115272 members 
Entering Unmasked Estep 
Score: -26392238.000000 Penalty: 14286.435547
	Iteration 19Q: 3 clusters Score -2.639224e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -26392340.000000 Penalty: 14286.435547
	Iteration 20F: 3 clusters Score -2.639234e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 115378 members 
Entering Unmasked Estep 
Score: -26392372.000000 Penalty: 14286.435547
	Iteration 21Q: 3 clusters Score -2.639237e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 115407 members 
Entering Unmasked Estep 
Score: -26392428.000000 Penalty: 14286.435547
	Iteration 22Q: 3 clusters Score -2.639243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 115430 members 
Entering Unmasked Estep 
Score: -26392456.000000 Penalty: 14286.435547
	Iteration 23Q: 3 clusters Score -2.639246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 115443 members 
Entering Unmasked Estep 
Score: -26392498.000000 Penalty: 14286.435547
	Iteration 24Q: 3 clusters Score -2.63925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -26392508.000000 Penalty: 14286.435547
	Iteration 25Q: 3 clusters Score -2.639251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 115463 members 
Entering Unmasked Estep 
Score: -26392500.000000 Penalty: 14286.435547
	Iteration 26Q: 3 clusters Score -2.63925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 115471 members 
Entering Unmasked Estep 
Score: -26392508.000000 Penalty: 14286.435547
	Iteration 27Q: 3 clusters Score -2.639251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 115471 members 
Entering Unmasked Estep 
Score: -26392514.000000 Penalty: 14286.435547
	Iteration 28Q: 3 clusters Score -2.639251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 115471 members 
Entering Unmasked Estep 
Score: -26392514.000000 Penalty: 14286.435547
	Iteration 29F: 3 clusters Score -2.639251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Entering Unmasked Estep 
Score: -3772385.000000 Penalty: 5966.415039
	Iteration 0F: 2 clusters Score -3772385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3757790.000000 Penalty: 11932.830078
	Iteration 0F: 3 clusters Score -3757790 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3761548.750000 Penalty: 11932.830078
	Iteration 1F: 3 clusters Score -3761549 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3762228.500000 Penalty: 11932.830078
	Iteration 2F: 3 clusters Score -3762228 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3762792.500000 Penalty: 11932.830078
	Iteration 3F: 3 clusters Score -3762792 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3763270.750000 Penalty: 11932.830078
	Iteration 4Q: 3 clusters Score -3763271 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3763696.500000 Penalty: 11932.830078
	Iteration 5Q: 3 clusters Score -3763696 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3764105.500000 Penalty: 11932.830078
	Iteration 6Q: 3 clusters Score -3764106 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3764478.000000 Penalty: 11932.830078
	Iteration 7Q: 3 clusters Score -3764478 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3764859.750000 Penalty: 11932.830078
	Iteration 8Q: 3 clusters Score -3764860 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3765338.000000 Penalty: 11932.830078
	Iteration 9Q: 3 clusters Score -3765338 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3765826.500000 Penalty: 11932.830078
	Iteration 10Q: 3 clusters Score -3765826 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -3766352.250000 Penalty: 11932.830078
	Iteration 11Q: 3 clusters Score -3766352 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3766890.250000 Penalty: 11932.830078
	Iteration 12Q: 3 clusters Score -3766890 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3767423.000000 Penalty: 11932.830078
	Iteration 13Q: 3 clusters Score -3767423 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3767966.000000 Penalty: 11932.830078
	Iteration 14Q: 3 clusters Score -3767966 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3768479.750000 Penalty: 11932.830078
	Iteration 15Q: 3 clusters Score -3768480 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3768984.000000 Penalty: 11932.830078
	Iteration 16Q: 3 clusters Score -3768984 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3769519.750000 Penalty: 11932.830078
	Iteration 17Q: 3 clusters Score -3769520 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3770176.250000 Penalty: 11932.830078
	Iteration 18Q: 3 clusters Score -3770176 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3770723.500000 Penalty: 11932.830078
	Iteration 19Q: 3 clusters Score -3770724 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3770951.500000 Penalty: 11932.830078
	Iteration 20F: 3 clusters Score -3770952 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3771076.000000 Penalty: 11932.830078
	Iteration 21Q: 3 clusters Score -3771076 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3771144.750000 Penalty: 11932.830078
	Iteration 22Q: 3 clusters Score -3771145 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3771205.500000 Penalty: 11932.830078
	Iteration 23Q: 3 clusters Score -3771206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3771229.750000 Penalty: 11932.830078
	Iteration 24Q: 3 clusters Score -3771230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3771254.250000 Penalty: 11932.830078
	Iteration 25Q: 3 clusters Score -3771254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3771261.000000 Penalty: 11932.830078
	Iteration 26Q: 3 clusters Score -3771261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3771269.000000 Penalty: 11932.830078
	Iteration 27Q: 3 clusters Score -3771269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3771279.500000 Penalty: 11932.830078
	Iteration 28Q: 3 clusters Score -3771280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3771280.750000 Penalty: 11932.830078
	Iteration 29Q: 3 clusters Score -3771281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3771287.250000 Penalty: 11932.830078
	Iteration 30Q: 3 clusters Score -3771287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3771289.750000 Penalty: 11932.830078
	Iteration 31Q: 3 clusters Score -3771290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3771282.000000 Penalty: 11932.830078
	Iteration 32Q: 3 clusters Score -3771282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3771288.750000 Penalty: 11932.830078
	Iteration 33Q: 3 clusters Score -3771289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3771295.000000 Penalty: 11932.830078
	Iteration 34Q: 3 clusters Score -3771295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3771296.500000 Penalty: 11932.830078
	Iteration 35Q: 3 clusters Score -3771296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3771297.500000 Penalty: 11932.830078
	Iteration 36Q: 3 clusters Score -3771298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3771296.500000 Penalty: 11932.830078
	Iteration 37Q: 3 clusters Score -3771296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3771299.250000 Penalty: 11932.830078
	Iteration 38Q: 3 clusters Score -3771299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3771304.750000 Penalty: 11932.830078
	Iteration 39Q: 3 clusters Score -3771305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3771304.750000 Penalty: 11932.830078
	Iteration 40F: 3 clusters Score -3771305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Entering Unmasked Estep 
Score: -4986773.500000 Penalty: 6114.271484
	Iteration 0F: 2 clusters Score -4986774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4969327.000000 Penalty: 12228.542969
	Iteration 0F: 3 clusters Score -4969327 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4973858.500000 Penalty: 12228.542969
	Iteration 1F: 3 clusters Score -4973858 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4974398.500000 Penalty: 12228.542969
	Iteration 2F: 3 clusters Score -4974398 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -4974779.000000 Penalty: 12228.542969
	Iteration 3Q: 3 clusters Score -4974779 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -4975142.000000 Penalty: 12228.542969
	Iteration 4Q: 3 clusters Score -4975142 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -4975425.500000 Penalty: 12228.542969
	Iteration 5Q: 3 clusters Score -4975426 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -4975659.000000 Penalty: 12228.542969
	Iteration 6Q: 3 clusters Score -4975659 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4975876.500000 Penalty: 12228.542969
	Iteration 7Q: 3 clusters Score -4975876 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -4976098.500000 Penalty: 12228.542969
	Iteration 8Q: 3 clusters Score -4976098 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -4976341.000000 Penalty: 12228.542969
	Iteration 9Q: 3 clusters Score -4976341 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -4976549.000000 Penalty: 12228.542969
	Iteration 10Q: 3 clusters Score -4976549 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -4976797.500000 Penalty: 12228.542969
	Iteration 11Q: 3 clusters Score -4976798 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4977037.000000 Penalty: 12228.542969
	Iteration 12Q: 3 clusters Score -4977037 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -4977329.000000 Penalty: 12228.542969
	Iteration 13Q: 3 clusters Score -4977329 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4977632.500000 Penalty: 12228.542969
	Iteration 14Q: 3 clusters Score -4977632 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4977984.500000 Penalty: 12228.542969
	Iteration 15Q: 3 clusters Score -4977984 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4978394.000000 Penalty: 12228.542969
	Iteration 16Q: 3 clusters Score -4978394 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4978787.500000 Penalty: 12228.542969
	Iteration 17Q: 3 clusters Score -4978788 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4979214.000000 Penalty: 12228.542969
	Iteration 18Q: 3 clusters Score -4979214 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -4979626.000000 Penalty: 12228.542969
	Iteration 19Q: 3 clusters Score -4979626 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4980022.000000 Penalty: 12228.542969
	Iteration 20F: 3 clusters Score -4980022 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -4980281.000000 Penalty: 12228.542969
	Iteration 21Q: 3 clusters Score -4980281 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4980491.500000 Penalty: 12228.542969
	Iteration 22Q: 3 clusters Score -4980492 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4980655.000000 Penalty: 12228.542969
	Iteration 23Q: 3 clusters Score -4980655 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -4980790.000000 Penalty: 12228.542969
	Iteration 24Q: 3 clusters Score -4980790 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4980908.500000 Penalty: 12228.542969
	Iteration 25Q: 3 clusters Score -4980908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4980992.500000 Penalty: 12228.542969
	Iteration 26Q: 3 clusters Score -4980992 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -4981052.500000 Penalty: 12228.542969
	Iteration 27Q: 3 clusters Score -4981052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4981121.000000 Penalty: 12228.542969
	Iteration 28Q: 3 clusters Score -4981121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4981177.000000 Penalty: 12228.542969
	Iteration 29Q: 3 clusters Score -4981177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -4981226.000000 Penalty: 12228.542969
	Iteration 30Q: 3 clusters Score -4981226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -4981255.000000 Penalty: 12228.542969
	Iteration 31Q: 3 clusters Score -4981255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4981278.500000 Penalty: 12228.542969
	Iteration 32Q: 3 clusters Score -4981278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4981304.500000 Penalty: 12228.542969
	Iteration 33Q: 3 clusters Score -4981304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4981337.000000 Penalty: 12228.542969
	Iteration 34Q: 3 clusters Score -4981337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4981357.500000 Penalty: 12228.542969
	Iteration 35Q: 3 clusters Score -4981358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4981364.500000 Penalty: 12228.542969
	Iteration 36Q: 3 clusters Score -4981364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -4981374.000000 Penalty: 12228.542969
	Iteration 37Q: 3 clusters Score -4981374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4981380.500000 Penalty: 12228.542969
	Iteration 38Q: 3 clusters Score -4981380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4981398.000000 Penalty: 12228.542969
	Iteration 39Q: 3 clusters Score -4981398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4981405.000000 Penalty: 12228.542969
	Iteration 40F: 3 clusters Score -4981405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4981403.000000 Penalty: 12228.542969
	Iteration 41Q: 3 clusters Score -4981403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4981404.000000 Penalty: 12228.542969
	Iteration 42Q: 3 clusters Score -4981404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -4981417.000000 Penalty: 12228.542969
	Iteration 43Q: 3 clusters Score -4981417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4981415.000000 Penalty: 12228.542969
	Iteration 44Q: 3 clusters Score -4981415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -4981411.500000 Penalty: 12228.542969
	Iteration 45Q: 3 clusters Score -4981412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -4981411.500000 Penalty: 12228.542969
	Iteration 46F: 3 clusters Score -4981412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (120327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120327 members 
Entering Unmasked Estep 
Score: -27751748.000000 Penalty: 7165.005859
	Iteration 0F: 2 clusters Score -2.775175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -27671884.000000 Penalty: 14330.011719
	Iteration 0F: 3 clusters Score -2.767188e+07 nChanged 55453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -27702790.000000 Penalty: 14330.011719
	Iteration 1F: 3 clusters Score -2.770279e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58211 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -27704232.000000 Penalty: 14330.011719
	Iteration 2Q: 3 clusters Score -2.770423e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -27706072.000000 Penalty: 14330.011719
	Iteration 3Q: 3 clusters Score -2.770607e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -27708648.000000 Penalty: 14330.011719
	Iteration 4Q: 3 clusters Score -2.770865e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -27711666.000000 Penalty: 14330.011719
	Iteration 5F: 3 clusters Score -2.771167e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 71720 members 
Entering Unmasked Estep 
Score: -27715544.000000 Penalty: 14330.011719
	Iteration 6F: 3 clusters Score -2.771554e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -27720262.000000 Penalty: 14330.011719
	Iteration 7F: 3 clusters Score -2.772026e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -27725660.000000 Penalty: 14330.011719
	Iteration 8F: 3 clusters Score -2.772566e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -27731392.000000 Penalty: 14330.011719
	Iteration 9F: 3 clusters Score -2.773139e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 94768 members 
Entering Unmasked Estep 
Score: -27736276.000000 Penalty: 14330.011719
	Iteration 10F: 3 clusters Score -2.773628e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 99285 members 
Entering Unmasked Estep 
Score: -27740418.000000 Penalty: 14330.011719
	Iteration 11Q: 3 clusters Score -2.774042e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -27743254.000000 Penalty: 14330.011719
	Iteration 12Q: 3 clusters Score -2.774325e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -27745120.000000 Penalty: 14330.011719
	Iteration 13Q: 3 clusters Score -2.774512e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -27746406.000000 Penalty: 14330.011719
	Iteration 14Q: 3 clusters Score -2.774641e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 108481 members 
Entering Unmasked Estep 
Score: -27747308.000000 Penalty: 14330.011719
	Iteration 15Q: 3 clusters Score -2.774731e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 109573 members 
Entering Unmasked Estep 
Score: -27748020.000000 Penalty: 14330.011719
	Iteration 16Q: 3 clusters Score -2.774802e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 110410 members 
Entering Unmasked Estep 
Score: -27748538.000000 Penalty: 14330.011719
	Iteration 17Q: 3 clusters Score -2.774854e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 111050 members 
Entering Unmasked Estep 
Score: -27748812.000000 Penalty: 14330.011719
	Iteration 18Q: 3 clusters Score -2.774881e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 111493 members 
Entering Unmasked Estep 
Score: -27748982.000000 Penalty: 14330.011719
	Iteration 19Q: 3 clusters Score -2.774898e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 111804 members 
Entering Unmasked Estep 
Score: -27749094.000000 Penalty: 14330.011719
	Iteration 20F: 3 clusters Score -2.774909e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 112031 members 
Entering Unmasked Estep 
Score: -27749144.000000 Penalty: 14330.011719
	Iteration 21Q: 3 clusters Score -2.774914e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 112198 members 
Entering Unmasked Estep 
Score: -27749138.000000 Penalty: 14330.011719
	Iteration 22Q: 3 clusters Score -2.774914e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 112317 members 
Entering Unmasked Estep 
Score: -27749192.000000 Penalty: 14330.011719
	Iteration 23Q: 3 clusters Score -2.774919e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 112429 members 
Entering Unmasked Estep 
Score: -27749256.000000 Penalty: 14330.011719
	Iteration 24Q: 3 clusters Score -2.774926e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 112513 members 
Entering Unmasked Estep 
Score: -27749248.000000 Penalty: 14330.011719
	Iteration 25Q: 3 clusters Score -2.774925e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
Score: -27749228.000000 Penalty: 14330.011719
	Iteration 26Q: 3 clusters Score -2.774923e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 112639 members 
Entering Unmasked Estep 
Score: -27749258.000000 Penalty: 14330.011719
	Iteration 27Q: 3 clusters Score -2.774926e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 112684 members 
Entering Unmasked Estep 
Score: -27749286.000000 Penalty: 14330.011719
	Iteration 28Q: 3 clusters Score -2.774929e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 112721 members 
Entering Unmasked Estep 
Score: -27749274.000000 Penalty: 14330.011719
	Iteration 29Q: 3 clusters Score -2.774927e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 112761 members 
Entering Unmasked Estep 
Score: -27749264.000000 Penalty: 14330.011719
	Iteration 30Q: 3 clusters Score -2.774926e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 112801 members 
Entering Unmasked Estep 
Score: -27749264.000000 Penalty: 14330.011719
	Iteration 31Q: 3 clusters Score -2.774926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 112823 members 
Entering Unmasked Estep 
Score: -27749238.000000 Penalty: 14330.011719
	Iteration 32Q: 3 clusters Score -2.774924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 112836 members 
Entering Unmasked Estep 
Score: -27749244.000000 Penalty: 14330.011719
	Iteration 33Q: 3 clusters Score -2.774924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 112854 members 
Entering Unmasked Estep 
Score: -27749260.000000 Penalty: 14330.011719
	Iteration 34Q: 3 clusters Score -2.774926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 112869 members 
Entering Unmasked Estep 
Score: -27749248.000000 Penalty: 14330.011719
	Iteration 35Q: 3 clusters Score -2.774925e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 112892 members 
Entering Unmasked Estep 
Score: -27749250.000000 Penalty: 14330.011719
	Iteration 36Q: 3 clusters Score -2.774925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 112913 members 
Entering Unmasked Estep 
Score: -27749254.000000 Penalty: 14330.011719
	Iteration 37Q: 3 clusters Score -2.774925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 112928 members 
Entering Unmasked Estep 
Score: -27749260.000000 Penalty: 14330.011719
	Iteration 38Q: 3 clusters Score -2.774926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 112939 members 
Entering Unmasked Estep 
Score: -27749268.000000 Penalty: 14330.011719
	Iteration 39Q: 3 clusters Score -2.774927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 112949 members 
Entering Unmasked Estep 
Score: -27749268.000000 Penalty: 14330.011719
	Iteration 40F: 3 clusters Score -2.774927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 112960 members 
Entering Unmasked Estep 
Score: -27749244.000000 Penalty: 14330.011719
	Iteration 41Q: 3 clusters Score -2.774924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 112964 members 
Entering Unmasked Estep 
Score: -27749256.000000 Penalty: 14330.011719
	Iteration 42Q: 3 clusters Score -2.774926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 112967 members 
Entering Unmasked Estep 
Score: -27749236.000000 Penalty: 14330.011719
	Iteration 43Q: 3 clusters Score -2.774924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -27749236.000000 Penalty: 14330.011719
	Iteration 44Q: 3 clusters Score -2.774924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 112976 members 
Entering Unmasked Estep 
Score: -27749254.000000 Penalty: 14330.011719
	Iteration 45Q: 3 clusters Score -2.774925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 112982 members 
Entering Unmasked Estep 
Score: -27749252.000000 Penalty: 14330.011719
	Iteration 46Q: 3 clusters Score -2.774925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 112991 members 
Entering Unmasked Estep 
Score: -27749254.000000 Penalty: 14330.011719
	Iteration 47Q: 3 clusters Score -2.774925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -27749228.000000 Penalty: 14330.011719
	Iteration 48Q: 3 clusters Score -2.774923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 113009 members 
Entering Unmasked Estep 
Score: -27749224.000000 Penalty: 14330.011719
	Iteration 49Q: 3 clusters Score -2.774922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 113019 members 
Entering Unmasked Estep 
Score: -27749230.000000 Penalty: 14330.011719
	Iteration 50Q: 3 clusters Score -2.774923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 113023 members 
Entering Unmasked Estep 
Score: -27749234.000000 Penalty: 14330.011719
	Iteration 51Q: 3 clusters Score -2.774923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 113028 members 
Entering Unmasked Estep 
Score: -27749214.000000 Penalty: 14330.011719
	Iteration 52Q: 3 clusters Score -2.774921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 113030 members 
Entering Unmasked Estep 
Score: -27749220.000000 Penalty: 14330.011719
	Iteration 53Q: 3 clusters Score -2.774922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 113033 members 
Entering Unmasked Estep 
Score: -27749226.000000 Penalty: 14330.011719
	Iteration 54Q: 3 clusters Score -2.774923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -27749236.000000 Penalty: 14330.011719
	Iteration 55Q: 3 clusters Score -2.774924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -27749218.000000 Penalty: 14330.011719
	Iteration 56Q: 3 clusters Score -2.774922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -27749218.000000 Penalty: 14330.011719
	Iteration 57F: 3 clusters Score -2.774922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -3169896.250000 Penalty: 5843.120117
	Iteration 0F: 2 clusters Score -3169896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3157108.750000 Penalty: 11686.240234
	Iteration 0F: 3 clusters Score -3157109 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3160123.250000 Penalty: 11686.240234
	Iteration 1F: 3 clusters Score -3160123 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3160668.750000 Penalty: 11686.240234
	Iteration 2F: 3 clusters Score -3160669 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3161043.250000 Penalty: 11686.240234
	Iteration 3Q: 3 clusters Score -3161043 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3161317.500000 Penalty: 11686.240234
	Iteration 4Q: 3 clusters Score -3161318 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3161536.250000 Penalty: 11686.240234
	Iteration 5Q: 3 clusters Score -3161536 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3161708.500000 Penalty: 11686.240234
	Iteration 6Q: 3 clusters Score -3161708 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3161864.500000 Penalty: 11686.240234
	Iteration 7Q: 3 clusters Score -3161864 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3162007.250000 Penalty: 11686.240234
	Iteration 8Q: 3 clusters Score -3162007 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3162127.000000 Penalty: 11686.240234
	Iteration 9Q: 3 clusters Score -3162127 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3162226.750000 Penalty: 11686.240234
	Iteration 10Q: 3 clusters Score -3162227 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3162335.000000 Penalty: 11686.240234
	Iteration 11Q: 3 clusters Score -3162335 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3162421.250000 Penalty: 11686.240234
	Iteration 12Q: 3 clusters Score -3162421 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3162508.750000 Penalty: 11686.240234
	Iteration 13Q: 3 clusters Score -3162509 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3162591.500000 Penalty: 11686.240234
	Iteration 14Q: 3 clusters Score -3162592 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3162666.750000 Penalty: 11686.240234
	Iteration 15Q: 3 clusters Score -3162667 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3162744.000000 Penalty: 11686.240234
	Iteration 16Q: 3 clusters Score -3162744 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3162820.750000 Penalty: 11686.240234
	Iteration 17Q: 3 clusters Score -3162821 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3162908.000000 Penalty: 11686.240234
	Iteration 18Q: 3 clusters Score -3162908 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3162982.500000 Penalty: 11686.240234
	Iteration 19Q: 3 clusters Score -3162982 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3163056.250000 Penalty: 11686.240234
	Iteration 20F: 3 clusters Score -3163056 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3163145.750000 Penalty: 11686.240234
	Iteration 21Q: 3 clusters Score -3163146 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -3163269.000000 Penalty: 11686.240234
	Iteration 22Q: 3 clusters Score -3163269 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3163366.750000 Penalty: 11686.240234
	Iteration 23Q: 3 clusters Score -3163367 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3163471.000000 Penalty: 11686.240234
	Iteration 24Q: 3 clusters Score -3163471 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3163559.750000 Penalty: 11686.240234
	Iteration 25Q: 3 clusters Score -3163560 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3163644.250000 Penalty: 11686.240234
	Iteration 26Q: 3 clusters Score -3163644 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3163742.750000 Penalty: 11686.240234
	Iteration 27Q: 3 clusters Score -3163743 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3163813.750000 Penalty: 11686.240234
	Iteration 28Q: 3 clusters Score -3163814 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3163871.750000 Penalty: 11686.240234
	Iteration 29Q: 3 clusters Score -3163872 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3163933.750000 Penalty: 11686.240234
	Iteration 30Q: 3 clusters Score -3163934 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3163992.250000 Penalty: 11686.240234
	Iteration 31Q: 3 clusters Score -3163992 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3164036.000000 Penalty: 11686.240234
	Iteration 32Q: 3 clusters Score -3164036 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3164084.500000 Penalty: 11686.240234
	Iteration 33Q: 3 clusters Score -3164084 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3164116.500000 Penalty: 11686.240234
	Iteration 34Q: 3 clusters Score -3164116 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -3164151.750000 Penalty: 11686.240234
	Iteration 35Q: 3 clusters Score -3164152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3164190.250000 Penalty: 11686.240234
	Iteration 36Q: 3 clusters Score -3164190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3164211.500000 Penalty: 11686.240234
	Iteration 37Q: 3 clusters Score -3164212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3164243.250000 Penalty: 11686.240234
	Iteration 38Q: 3 clusters Score -3164243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3164263.250000 Penalty: 11686.240234
	Iteration 39Q: 3 clusters Score -3164263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3164293.500000 Penalty: 11686.240234
	Iteration 40F: 3 clusters Score -3164294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3164326.750000 Penalty: 11686.240234
	Iteration 41Q: 3 clusters Score -3164327 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3164348.750000 Penalty: 11686.240234
	Iteration 42Q: 3 clusters Score -3164349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3164379.000000 Penalty: 11686.240234
	Iteration 43Q: 3 clusters Score -3164379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3164392.750000 Penalty: 11686.240234
	Iteration 44Q: 3 clusters Score -3164393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3164418.500000 Penalty: 11686.240234
	Iteration 45Q: 3 clusters Score -3164418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -3164454.500000 Penalty: 11686.240234
	Iteration 46Q: 3 clusters Score -3164454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3164464.250000 Penalty: 11686.240234
	Iteration 47Q: 3 clusters Score -3164464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3164474.000000 Penalty: 11686.240234
	Iteration 48Q: 3 clusters Score -3164474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3164489.000000 Penalty: 11686.240234
	Iteration 49Q: 3 clusters Score -3164489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3164497.000000 Penalty: 11686.240234
	Iteration 50Q: 3 clusters Score -3164497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3164507.750000 Penalty: 11686.240234
	Iteration 51Q: 3 clusters Score -3164508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3164518.500000 Penalty: 11686.240234
	Iteration 52Q: 3 clusters Score -3164518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -3164530.250000 Penalty: 11686.240234
	Iteration 53Q: 3 clusters Score -3164530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3164542.250000 Penalty: 11686.240234
	Iteration 54Q: 3 clusters Score -3164542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3164545.500000 Penalty: 11686.240234
	Iteration 55Q: 3 clusters Score -3164546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3164556.750000 Penalty: 11686.240234
	Iteration 56Q: 3 clusters Score -3164557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3164560.750000 Penalty: 11686.240234
	Iteration 57Q: 3 clusters Score -3164561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3164561.250000 Penalty: 11686.240234
	Iteration 58Q: 3 clusters Score -3164561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3164563.500000 Penalty: 11686.240234
	Iteration 59Q: 3 clusters Score -3164564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3164558.750000 Penalty: 11686.240234
	Iteration 60F: 3 clusters Score -3164559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3164557.250000 Penalty: 11686.240234
	Iteration 61Q: 3 clusters Score -3164557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3164564.250000 Penalty: 11686.240234
	Iteration 62Q: 3 clusters Score -3164564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3164565.500000 Penalty: 11686.240234
	Iteration 63Q: 3 clusters Score -3164566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3164568.250000 Penalty: 11686.240234
	Iteration 64Q: 3 clusters Score -3164568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3164572.750000 Penalty: 11686.240234
	Iteration 65Q: 3 clusters Score -3164573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3164570.500000 Penalty: 11686.240234
	Iteration 66Q: 3 clusters Score -3164570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3164572.000000 Penalty: 11686.240234
	Iteration 67Q: 3 clusters Score -3164572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3164578.000000 Penalty: 11686.240234
	Iteration 68Q: 3 clusters Score -3164578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3164575.500000 Penalty: 11686.240234
	Iteration 69Q: 3 clusters Score -3164576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3164582.750000 Penalty: 11686.240234
	Iteration 70Q: 3 clusters Score -3164583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3164575.000000 Penalty: 11686.240234
	Iteration 71Q: 3 clusters Score -3164575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3164586.500000 Penalty: 11686.240234
	Iteration 72Q: 3 clusters Score -3164586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3164592.750000 Penalty: 11686.240234
	Iteration 73Q: 3 clusters Score -3164593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3164587.750000 Penalty: 11686.240234
	Iteration 74Q: 3 clusters Score -3164588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3164600.000000 Penalty: 11686.240234
	Iteration 75Q: 3 clusters Score -3164600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3164595.750000 Penalty: 11686.240234
	Iteration 76Q: 3 clusters Score -3164596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3164601.750000 Penalty: 11686.240234
	Iteration 77Q: 3 clusters Score -3164602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3164601.750000 Penalty: 11686.240234
	Iteration 78F: 3 clusters Score -3164602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (133670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133670 members 
Entering Unmasked Estep 
Score: -30744100.000000 Penalty: 7229.416504
	Iteration 0F: 2 clusters Score -3.07441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -30660734.000000 Penalty: 14458.833008
	Iteration 0F: 3 clusters Score -3.066073e+07 nChanged 61834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -30695048.000000 Penalty: 14458.833008
	Iteration 1F: 3 clusters Score -3.069505e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -30696288.000000 Penalty: 14458.833008
	Iteration 2Q: 3 clusters Score -3.069629e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67572 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -30697054.000000 Penalty: 14458.833008
	Iteration 3Q: 3 clusters Score -3.069705e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 65730 members 
Entering Unmasked Estep 
Score: -30697870.000000 Penalty: 14458.833008
	Iteration 4Q: 3 clusters Score -3.069787e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -30698440.000000 Penalty: 14458.833008
	Iteration 5Q: 3 clusters Score -3.069844e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -30699142.000000 Penalty: 14458.833008
	Iteration 6Q: 3 clusters Score -3.069914e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -30699890.000000 Penalty: 14458.833008
	Iteration 7Q: 3 clusters Score -3.069989e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -30700672.000000 Penalty: 14458.833008
	Iteration 8Q: 3 clusters Score -3.070067e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -30701602.000000 Penalty: 14458.833008
	Iteration 9Q: 3 clusters Score -3.07016e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -30702816.000000 Penalty: 14458.833008
	Iteration 10Q: 3 clusters Score -3.070282e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -30704300.000000 Penalty: 14458.833008
	Iteration 11Q: 3 clusters Score -3.07043e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84650 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -30706542.000000 Penalty: 14458.833008
	Iteration 12Q: 3 clusters Score -3.070654e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -30710158.000000 Penalty: 14458.833008
	Iteration 13F: 3 clusters Score -3.071016e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -30714836.000000 Penalty: 14458.833008
	Iteration 14F: 3 clusters Score -3.071484e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105071 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -30720710.000000 Penalty: 14458.833008
	Iteration 15F: 3 clusters Score -3.072071e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111831 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -30726984.000000 Penalty: 14458.833008
	Iteration 16F: 3 clusters Score -3.072698e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117404 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -30731740.000000 Penalty: 14458.833008
	Iteration 17Q: 3 clusters Score -3.073174e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121381 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -30734750.000000 Penalty: 14458.833008
	Iteration 18Q: 3 clusters Score -3.073475e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123944 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -30736672.000000 Penalty: 14458.833008
	Iteration 19Q: 3 clusters Score -3.073667e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125389 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -30737952.000000 Penalty: 14458.833008
	Iteration 20F: 3 clusters Score -3.073795e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126110 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -30739134.000000 Penalty: 14458.833008
	Iteration 21Q: 3 clusters Score -3.073913e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126379 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -30739782.000000 Penalty: 14458.833008
	Iteration 22Q: 3 clusters Score -3.073978e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126484 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -30740074.000000 Penalty: 14458.833008
	Iteration 23Q: 3 clusters Score -3.074007e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126501 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -30740198.000000 Penalty: 14458.833008
	Iteration 24Q: 3 clusters Score -3.07402e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126449 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -30740302.000000 Penalty: 14458.833008
	Iteration 25Q: 3 clusters Score -3.07403e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126353 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -30740526.000000 Penalty: 14458.833008
	Iteration 26Q: 3 clusters Score -3.074053e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126242 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -30740532.000000 Penalty: 14458.833008
	Iteration 27Q: 3 clusters Score -3.074053e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126141 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -30740560.000000 Penalty: 14458.833008
	Iteration 28Q: 3 clusters Score -3.074056e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -30740632.000000 Penalty: 14458.833008
	Iteration 29Q: 3 clusters Score -3.074063e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126011 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -30740628.000000 Penalty: 14458.833008
	Iteration 30Q: 3 clusters Score -3.074063e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125944 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -30740790.000000 Penalty: 14458.833008
	Iteration 31Q: 3 clusters Score -3.074079e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125851 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -30740850.000000 Penalty: 14458.833008
	Iteration 32Q: 3 clusters Score -3.074085e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125788 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -30740872.000000 Penalty: 14458.833008
	Iteration 33Q: 3 clusters Score -3.074087e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -30740928.000000 Penalty: 14458.833008
	Iteration 34Q: 3 clusters Score -3.074093e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125646 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -30740988.000000 Penalty: 14458.833008
	Iteration 35Q: 3 clusters Score -3.074099e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125558 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -30741082.000000 Penalty: 14458.833008
	Iteration 36Q: 3 clusters Score -3.074108e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125480 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -30741166.000000 Penalty: 14458.833008
	Iteration 37Q: 3 clusters Score -3.074117e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125399 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -30741168.000000 Penalty: 14458.833008
	Iteration 38Q: 3 clusters Score -3.074117e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125323 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -30741200.000000 Penalty: 14458.833008
	Iteration 39Q: 3 clusters Score -3.07412e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125247 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -30741218.000000 Penalty: 14458.833008
	Iteration 40F: 3 clusters Score -3.074122e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125176 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -30741220.000000 Penalty: 14458.833008
	Iteration 41Q: 3 clusters Score -3.074122e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -30741260.000000 Penalty: 14458.833008
	Iteration 42Q: 3 clusters Score -3.074126e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125064 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -30741294.000000 Penalty: 14458.833008
	Iteration 43Q: 3 clusters Score -3.074129e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125020 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -30741262.000000 Penalty: 14458.833008
	Iteration 44Q: 3 clusters Score -3.074126e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124982 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -30741268.000000 Penalty: 14458.833008
	Iteration 45Q: 3 clusters Score -3.074127e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124945 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -30741228.000000 Penalty: 14458.833008
	Iteration 46Q: 3 clusters Score -3.074123e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124900 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -30741296.000000 Penalty: 14458.833008
	Iteration 47Q: 3 clusters Score -3.07413e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124857 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -30741322.000000 Penalty: 14458.833008
	Iteration 48Q: 3 clusters Score -3.074132e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124813 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -30741338.000000 Penalty: 14458.833008
	Iteration 49Q: 3 clusters Score -3.074134e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124776 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -30741352.000000 Penalty: 14458.833008
	Iteration 50Q: 3 clusters Score -3.074135e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124736 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -30741384.000000 Penalty: 14458.833008
	Iteration 51Q: 3 clusters Score -3.074138e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124706 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -30741372.000000 Penalty: 14458.833008
	Iteration 52Q: 3 clusters Score -3.074137e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124674 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -30741360.000000 Penalty: 14458.833008
	Iteration 53Q: 3 clusters Score -3.074136e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124646 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -30741362.000000 Penalty: 14458.833008
	Iteration 54Q: 3 clusters Score -3.074136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124619 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -30741386.000000 Penalty: 14458.833008
	Iteration 55Q: 3 clusters Score -3.074139e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124594 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -30741402.000000 Penalty: 14458.833008
	Iteration 56Q: 3 clusters Score -3.07414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124573 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -30741384.000000 Penalty: 14458.833008
	Iteration 57Q: 3 clusters Score -3.074138e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124541 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -30741424.000000 Penalty: 14458.833008
	Iteration 58Q: 3 clusters Score -3.074142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124520 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -30741428.000000 Penalty: 14458.833008
	Iteration 59Q: 3 clusters Score -3.074143e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124505 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -30741440.000000 Penalty: 14458.833008
	Iteration 60F: 3 clusters Score -3.074144e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124484 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -30741462.000000 Penalty: 14458.833008
	Iteration 61Q: 3 clusters Score -3.074146e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124464 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -30741474.000000 Penalty: 14458.833008
	Iteration 62Q: 3 clusters Score -3.074147e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124440 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -30741466.000000 Penalty: 14458.833008
	Iteration 63Q: 3 clusters Score -3.074147e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124420 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -30741484.000000 Penalty: 14458.833008
	Iteration 64Q: 3 clusters Score -3.074148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124397 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -30741508.000000 Penalty: 14458.833008
	Iteration 65Q: 3 clusters Score -3.074151e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124384 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -30741514.000000 Penalty: 14458.833008
	Iteration 66Q: 3 clusters Score -3.074151e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124360 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -30741504.000000 Penalty: 14458.833008
	Iteration 67Q: 3 clusters Score -3.07415e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124335 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -30741514.000000 Penalty: 14458.833008
	Iteration 68Q: 3 clusters Score -3.074151e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124316 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -30741528.000000 Penalty: 14458.833008
	Iteration 69Q: 3 clusters Score -3.074153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124290 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -30741528.000000 Penalty: 14458.833008
	Iteration 70Q: 3 clusters Score -3.074153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124268 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -30741578.000000 Penalty: 14458.833008
	Iteration 71Q: 3 clusters Score -3.074158e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124251 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -30741584.000000 Penalty: 14458.833008
	Iteration 72Q: 3 clusters Score -3.074158e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124220 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -30741598.000000 Penalty: 14458.833008
	Iteration 73Q: 3 clusters Score -3.07416e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124189 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -30741600.000000 Penalty: 14458.833008
	Iteration 74Q: 3 clusters Score -3.07416e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124146 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -30741596.000000 Penalty: 14458.833008
	Iteration 75Q: 3 clusters Score -3.07416e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124094 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -30741664.000000 Penalty: 14458.833008
	Iteration 76Q: 3 clusters Score -3.074166e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124039 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -30741650.000000 Penalty: 14458.833008
	Iteration 77Q: 3 clusters Score -3.074165e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123985 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -30741638.000000 Penalty: 14458.833008
	Iteration 78Q: 3 clusters Score -3.074164e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123936 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -30741694.000000 Penalty: 14458.833008
	Iteration 79Q: 3 clusters Score -3.074169e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123895 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -30741712.000000 Penalty: 14458.833008
	Iteration 80F: 3 clusters Score -3.074171e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123844 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -30741774.000000 Penalty: 14458.833008
	Iteration 81Q: 3 clusters Score -3.074177e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -30741770.000000 Penalty: 14458.833008
	Iteration 82Q: 3 clusters Score -3.074177e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -30741790.000000 Penalty: 14458.833008
	Iteration 83Q: 3 clusters Score -3.074179e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123724 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -30741818.000000 Penalty: 14458.833008
	Iteration 84Q: 3 clusters Score -3.074182e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -30741808.000000 Penalty: 14458.833008
	Iteration 85Q: 3 clusters Score -3.074181e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123627 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -30741830.000000 Penalty: 14458.833008
	Iteration 86Q: 3 clusters Score -3.074183e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123561 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -30741848.000000 Penalty: 14458.833008
	Iteration 87Q: 3 clusters Score -3.074185e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123512 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -30741806.000000 Penalty: 14458.833008
	Iteration 88Q: 3 clusters Score -3.074181e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123435 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -30741802.000000 Penalty: 14458.833008
	Iteration 89Q: 3 clusters Score -3.07418e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123349 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -30741816.000000 Penalty: 14458.833008
	Iteration 90Q: 3 clusters Score -3.074182e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -30741806.000000 Penalty: 14458.833008
	Iteration 91Q: 3 clusters Score -3.074181e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123216 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -30741850.000000 Penalty: 14458.833008
	Iteration 92Q: 3 clusters Score -3.074185e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123144 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -30741902.000000 Penalty: 14458.833008
	Iteration 93Q: 3 clusters Score -3.07419e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123068 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -30741910.000000 Penalty: 14458.833008
	Iteration 94Q: 3 clusters Score -3.074191e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123002 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -30741898.000000 Penalty: 14458.833008
	Iteration 95Q: 3 clusters Score -3.07419e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122916 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -30741900.000000 Penalty: 14458.833008
	Iteration 96Q: 3 clusters Score -3.07419e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122837 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -30741892.000000 Penalty: 14458.833008
	Iteration 97Q: 3 clusters Score -3.074189e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122751 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -30741960.000000 Penalty: 14458.833008
	Iteration 98Q: 3 clusters Score -3.074196e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122657 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -30741992.000000 Penalty: 14458.833008
	Iteration 99Q: 3 clusters Score -3.074199e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122573 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -30742034.000000 Penalty: 14458.833008
	Iteration 100F: 3 clusters Score -3.074203e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122480 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -30742086.000000 Penalty: 14458.833008
	Iteration 101Q: 3 clusters Score -3.074209e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122366 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -30742100.000000 Penalty: 14458.833008
	Iteration 102Q: 3 clusters Score -3.07421e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122244 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -30742154.000000 Penalty: 14458.833008
	Iteration 103Q: 3 clusters Score -3.074215e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122117 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -30742152.000000 Penalty: 14458.833008
	Iteration 104Q: 3 clusters Score -3.074215e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121993 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -30742176.000000 Penalty: 14458.833008
	Iteration 105Q: 3 clusters Score -3.074218e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121863 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -30742208.000000 Penalty: 14458.833008
	Iteration 106Q: 3 clusters Score -3.074221e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121741 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -30742270.000000 Penalty: 14458.833008
	Iteration 107Q: 3 clusters Score -3.074227e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121616 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -30742290.000000 Penalty: 14458.833008
	Iteration 108Q: 3 clusters Score -3.074229e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121487 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -30742356.000000 Penalty: 14458.833008
	Iteration 109Q: 3 clusters Score -3.074236e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121329 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -30742418.000000 Penalty: 14458.833008
	Iteration 110Q: 3 clusters Score -3.074242e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -30742488.000000 Penalty: 14458.833008
	Iteration 111Q: 3 clusters Score -3.074249e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121026 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -30742538.000000 Penalty: 14458.833008
	Iteration 112Q: 3 clusters Score -3.074254e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120890 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -30742532.000000 Penalty: 14458.833008
	Iteration 113Q: 3 clusters Score -3.074253e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120727 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -30742664.000000 Penalty: 14458.833008
	Iteration 114Q: 3 clusters Score -3.074266e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120558 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -30742682.000000 Penalty: 14458.833008
	Iteration 115Q: 3 clusters Score -3.074268e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120358 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -30742840.000000 Penalty: 14458.833008
	Iteration 116Q: 3 clusters Score -3.074284e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120136 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -30742982.000000 Penalty: 14458.833008
	Iteration 117Q: 3 clusters Score -3.074298e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119916 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -30743030.000000 Penalty: 14458.833008
	Iteration 118Q: 3 clusters Score -3.074303e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119680 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -30743076.000000 Penalty: 14458.833008
	Iteration 119Q: 3 clusters Score -3.074308e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -30743136.000000 Penalty: 14458.833008
	Iteration 120F: 3 clusters Score -3.074314e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119115 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -30743236.000000 Penalty: 14458.833008
	Iteration 121Q: 3 clusters Score -3.074324e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118782 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -30743262.000000 Penalty: 14458.833008
	Iteration 122Q: 3 clusters Score -3.074326e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -30743252.000000 Penalty: 14458.833008
	Iteration 123Q: 3 clusters Score -3.074325e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118038 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -30743452.000000 Penalty: 14458.833008
	Iteration 124Q: 3 clusters Score -3.074345e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117638 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -30743628.000000 Penalty: 14458.833008
	Iteration 125Q: 3 clusters Score -3.074363e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -30743776.000000 Penalty: 14458.833008
	Iteration 126Q: 3 clusters Score -3.074378e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116729 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -30744016.000000 Penalty: 14458.833008
	Iteration 127Q: 3 clusters Score -3.074402e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -30744192.000000 Penalty: 14458.833008
	Iteration 128Q: 3 clusters Score -3.074419e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115631 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -30744474.000000 Penalty: 14458.833008
	Iteration 129Q: 3 clusters Score -3.074447e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115092 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -30744668.000000 Penalty: 14458.833008
	Iteration 130Q: 3 clusters Score -3.074467e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114539 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -30744884.000000 Penalty: 14458.833008
	Iteration 131Q: 3 clusters Score -3.074488e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -30745038.000000 Penalty: 14458.833008
	Iteration 132Q: 3 clusters Score -3.074504e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113342 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -30745160.000000 Penalty: 14458.833008
	Iteration 133Q: 3 clusters Score -3.074516e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112742 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -30745274.000000 Penalty: 14458.833008
	Iteration 134Q: 3 clusters Score -3.074527e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -30745390.000000 Penalty: 14458.833008
	Iteration 135Q: 3 clusters Score -3.074539e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -30745686.000000 Penalty: 14458.833008
	Iteration 136Q: 3 clusters Score -3.074569e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110828 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -30745884.000000 Penalty: 14458.833008
	Iteration 137Q: 3 clusters Score -3.074588e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -30745934.000000 Penalty: 14458.833008
	Iteration 138Q: 3 clusters Score -3.074593e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -30746044.000000 Penalty: 14458.833008
	Iteration 139Q: 3 clusters Score -3.074604e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108889 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -30746148.000000 Penalty: 14458.833008
	Iteration 140F: 3 clusters Score -3.074615e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -30746138.000000 Penalty: 14458.833008
	Iteration 141Q: 3 clusters Score -3.074614e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107590 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -30746298.000000 Penalty: 14458.833008
	Iteration 142Q: 3 clusters Score -3.07463e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106941 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -30746488.000000 Penalty: 14458.833008
	Iteration 143Q: 3 clusters Score -3.074649e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106260 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -30746860.000000 Penalty: 14458.833008
	Iteration 144Q: 3 clusters Score -3.074686e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105612 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -30747048.000000 Penalty: 14458.833008
	Iteration 145Q: 3 clusters Score -3.074705e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105020 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -30747194.000000 Penalty: 14458.833008
	Iteration 146Q: 3 clusters Score -3.074719e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104450 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -30747288.000000 Penalty: 14458.833008
	Iteration 147Q: 3 clusters Score -3.074729e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103910 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -30747434.000000 Penalty: 14458.833008
	Iteration 148Q: 3 clusters Score -3.074743e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -30747544.000000 Penalty: 14458.833008
	Iteration 149Q: 3 clusters Score -3.074754e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -30747652.000000 Penalty: 14458.833008
	Iteration 150Q: 3 clusters Score -3.074765e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -30747748.000000 Penalty: 14458.833008
	Iteration 151Q: 3 clusters Score -3.074775e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102307 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -30747706.000000 Penalty: 14458.833008
	Iteration 152Q: 3 clusters Score -3.074771e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101995 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -30747734.000000 Penalty: 14458.833008
	Iteration 153Q: 3 clusters Score -3.074773e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101741 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -30747772.000000 Penalty: 14458.833008
	Iteration 154Q: 3 clusters Score -3.074777e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -30747812.000000 Penalty: 14458.833008
	Iteration 155Q: 3 clusters Score -3.074781e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -30747856.000000 Penalty: 14458.833008
	Iteration 156Q: 3 clusters Score -3.074786e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -30747886.000000 Penalty: 14458.833008
	Iteration 157Q: 3 clusters Score -3.074789e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -30747906.000000 Penalty: 14458.833008
	Iteration 158Q: 3 clusters Score -3.074791e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100816 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -30747916.000000 Penalty: 14458.833008
	Iteration 159Q: 3 clusters Score -3.074792e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -30747940.000000 Penalty: 14458.833008
	Iteration 160F: 3 clusters Score -3.074794e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -30747918.000000 Penalty: 14458.833008
	Iteration 161Q: 3 clusters Score -3.074792e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100484 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -30747902.000000 Penalty: 14458.833008
	Iteration 162Q: 3 clusters Score -3.07479e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -30747982.000000 Penalty: 14458.833008
	Iteration 163Q: 3 clusters Score -3.074798e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100324 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -30747956.000000 Penalty: 14458.833008
	Iteration 164Q: 3 clusters Score -3.074796e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100246 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -30747962.000000 Penalty: 14458.833008
	Iteration 165Q: 3 clusters Score -3.074796e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100175 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -30747970.000000 Penalty: 14458.833008
	Iteration 166Q: 3 clusters Score -3.074797e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -30748002.000000 Penalty: 14458.833008
	Iteration 167Q: 3 clusters Score -3.0748e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -30748040.000000 Penalty: 14458.833008
	Iteration 168Q: 3 clusters Score -3.074804e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99928 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -30748002.000000 Penalty: 14458.833008
	Iteration 169Q: 3 clusters Score -3.0748e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -30748008.000000 Penalty: 14458.833008
	Iteration 170Q: 3 clusters Score -3.074801e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99791 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -30748048.000000 Penalty: 14458.833008
	Iteration 171Q: 3 clusters Score -3.074805e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99740 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -30748088.000000 Penalty: 14458.833008
	Iteration 172Q: 3 clusters Score -3.074809e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -30748088.000000 Penalty: 14458.833008
	Iteration 173Q: 3 clusters Score -3.074809e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -30748060.000000 Penalty: 14458.833008
	Iteration 174Q: 3 clusters Score -3.074806e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -30748038.000000 Penalty: 14458.833008
	Iteration 175Q: 3 clusters Score -3.074804e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99550 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -30748042.000000 Penalty: 14458.833008
	Iteration 176Q: 3 clusters Score -3.074804e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -30748030.000000 Penalty: 14458.833008
	Iteration 177Q: 3 clusters Score -3.074803e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -30748076.000000 Penalty: 14458.833008
	Iteration 178Q: 3 clusters Score -3.074808e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -30748080.000000 Penalty: 14458.833008
	Iteration 179Q: 3 clusters Score -3.074808e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -30748092.000000 Penalty: 14458.833008
	Iteration 180F: 3 clusters Score -3.074809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -30748064.000000 Penalty: 14458.833008
	Iteration 181Q: 3 clusters Score -3.074806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -30748054.000000 Penalty: 14458.833008
	Iteration 182Q: 3 clusters Score -3.074805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -30748060.000000 Penalty: 14458.833008
	Iteration 183Q: 3 clusters Score -3.074806e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -30748044.000000 Penalty: 14458.833008
	Iteration 184Q: 3 clusters Score -3.074804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -30748058.000000 Penalty: 14458.833008
	Iteration 185Q: 3 clusters Score -3.074806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99278 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -30748048.000000 Penalty: 14458.833008
	Iteration 186Q: 3 clusters Score -3.074805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -30748052.000000 Penalty: 14458.833008
	Iteration 187Q: 3 clusters Score -3.074805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -30748056.000000 Penalty: 14458.833008
	Iteration 188Q: 3 clusters Score -3.074806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -30748052.000000 Penalty: 14458.833008
	Iteration 189Q: 3 clusters Score -3.074805e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -30748052.000000 Penalty: 14458.833008
	Iteration 190Q: 3 clusters Score -3.074805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99209 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -30748038.000000 Penalty: 14458.833008
	Iteration 191Q: 3 clusters Score -3.074804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -30748060.000000 Penalty: 14458.833008
	Iteration 192Q: 3 clusters Score -3.074806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -30748066.000000 Penalty: 14458.833008
	Iteration 193Q: 3 clusters Score -3.074807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99170 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -30748090.000000 Penalty: 14458.833008
	Iteration 194Q: 3 clusters Score -3.074809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99160 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -30748088.000000 Penalty: 14458.833008
	Iteration 195Q: 3 clusters Score -3.074809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -30748090.000000 Penalty: 14458.833008
	Iteration 196Q: 3 clusters Score -3.074809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99136 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -30748086.000000 Penalty: 14458.833008
	Iteration 197Q: 3 clusters Score -3.074809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99123 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -30748086.000000 Penalty: 14458.833008
	Iteration 198Q: 3 clusters Score -3.074809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -30748088.000000 Penalty: 14458.833008
	Iteration 199Q: 3 clusters Score -3.074809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -30748086.000000 Penalty: 14458.833008
	Iteration 200F: 3 clusters Score -3.074809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99091 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -30748090.000000 Penalty: 14458.833008
	Iteration 201Q: 3 clusters Score -3.074809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -30748066.000000 Penalty: 14458.833008
	Iteration 202Q: 3 clusters Score -3.074807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -30748082.000000 Penalty: 14458.833008
	Iteration 203Q: 3 clusters Score -3.074808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -30748078.000000 Penalty: 14458.833008
	Iteration 204Q: 3 clusters Score -3.074808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -30748078.000000 Penalty: 14458.833008
	Iteration 205Q: 3 clusters Score -3.074808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -30748072.000000 Penalty: 14458.833008
	Iteration 206Q: 3 clusters Score -3.074807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -30748066.000000 Penalty: 14458.833008
	Iteration 207Q: 3 clusters Score -3.074807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -30748066.000000 Penalty: 14458.833008
	Iteration 208F: 3 clusters Score -3.074807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 17002 members 
Mstep: Class 3 contains 21644 members 
Mstep: Class 4 contains 120327 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 99062 members 
Mstep: Class 7 contains 103207 members 
Mstep: Class 8 contains 16580 members 
Mstep: Class 9 contains 11509 members 
Mstep: Class 10 contains 52165 members 
Mstep: Class 11 contains 80485 members 
Mstep: Class 12 contains 37602 members 
Mstep: Class 13 contains 34608 members 
Mstep: Class 14 contains 132799 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 59813 members 
Mstep: Class 17 contains 15419 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 65058 members 
Mstep: Class 20 contains 16672 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17232 members 
Mstep: Class 23 contains 15101 members 
Mstep: Class 24 contains 145739 members 
Mstep: Class 25 contains 864 members 
Entering Unmasked Estep 
Score: -272400160.000000 Penalty: 214562.796875
Splitting cluster 6 changes total score from -272393504.000000 to -272400160.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 7 (103207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103207 members 
Entering Unmasked Estep 
Score: -23005388.000000 Penalty: 7071.000977
	Iteration 0F: 2 clusters Score -2.300539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -22935390.000000 Penalty: 14142.001953
	Iteration 0F: 3 clusters Score -2.293539e+07 nChanged 47219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -22961944.000000 Penalty: 14142.001953
	Iteration 1F: 3 clusters Score -2.296194e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -22963976.000000 Penalty: 14142.001953
	Iteration 2Q: 3 clusters Score -2.296398e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -22965974.000000 Penalty: 14142.001953
	Iteration 3Q: 3 clusters Score -2.296597e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -22968176.000000 Penalty: 14142.001953
	Iteration 4Q: 3 clusters Score -2.296818e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -22970848.000000 Penalty: 14142.001953
	Iteration 5F: 3 clusters Score -2.297085e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -22974086.000000 Penalty: 14142.001953
	Iteration 6F: 3 clusters Score -2.297409e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -22978340.000000 Penalty: 14142.001953
	Iteration 7F: 3 clusters Score -2.297834e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -22982266.000000 Penalty: 14142.001953
	Iteration 8F: 3 clusters Score -2.298227e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -22985902.000000 Penalty: 14142.001953
	Iteration 9F: 3 clusters Score -2.29859e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -22988644.000000 Penalty: 14142.001953
	Iteration 10Q: 3 clusters Score -2.298864e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -22990542.000000 Penalty: 14142.001953
	Iteration 11Q: 3 clusters Score -2.299054e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -22992054.000000 Penalty: 14142.001953
	Iteration 12Q: 3 clusters Score -2.299205e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -22992756.000000 Penalty: 14142.001953
	Iteration 13Q: 3 clusters Score -2.299276e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -22993178.000000 Penalty: 14142.001953
	Iteration 14Q: 3 clusters Score -2.299318e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -22993622.000000 Penalty: 14142.001953
	Iteration 15Q: 3 clusters Score -2.299362e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -22993824.000000 Penalty: 14142.001953
	Iteration 16Q: 3 clusters Score -2.299382e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66435 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -22994098.000000 Penalty: 14142.001953
	Iteration 17Q: 3 clusters Score -2.29941e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -22994468.000000 Penalty: 14142.001953
	Iteration 18Q: 3 clusters Score -2.299447e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -22994944.000000 Penalty: 14142.001953
	Iteration 19Q: 3 clusters Score -2.299494e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -22995342.000000 Penalty: 14142.001953
	Iteration 20F: 3 clusters Score -2.299534e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -22995798.000000 Penalty: 14142.001953
	Iteration 21Q: 3 clusters Score -2.29958e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -22996170.000000 Penalty: 14142.001953
	Iteration 22Q: 3 clusters Score -2.299617e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -22996548.000000 Penalty: 14142.001953
	Iteration 23Q: 3 clusters Score -2.299655e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -22997020.000000 Penalty: 14142.001953
	Iteration 24Q: 3 clusters Score -2.299702e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -22997520.000000 Penalty: 14142.001953
	Iteration 25Q: 3 clusters Score -2.299752e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -22997884.000000 Penalty: 14142.001953
	Iteration 26Q: 3 clusters Score -2.299788e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69309 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -22998240.000000 Penalty: 14142.001953
	Iteration 27Q: 3 clusters Score -2.299824e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -22998554.000000 Penalty: 14142.001953
	Iteration 28Q: 3 clusters Score -2.299855e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -22998568.000000 Penalty: 14142.001953
	Iteration 29Q: 3 clusters Score -2.299857e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -22998674.000000 Penalty: 14142.001953
	Iteration 30Q: 3 clusters Score -2.299867e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -22998784.000000 Penalty: 14142.001953
	Iteration 31Q: 3 clusters Score -2.299878e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -22998790.000000 Penalty: 14142.001953
	Iteration 32Q: 3 clusters Score -2.299879e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -22998834.000000 Penalty: 14142.001953
	Iteration 33Q: 3 clusters Score -2.299883e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -22998856.000000 Penalty: 14142.001953
	Iteration 34Q: 3 clusters Score -2.299886e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -22998866.000000 Penalty: 14142.001953
	Iteration 35Q: 3 clusters Score -2.299887e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -22998868.000000 Penalty: 14142.001953
	Iteration 36Q: 3 clusters Score -2.299887e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -22998878.000000 Penalty: 14142.001953
	Iteration 37Q: 3 clusters Score -2.299888e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -22998888.000000 Penalty: 14142.001953
	Iteration 38Q: 3 clusters Score -2.299889e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -22998880.000000 Penalty: 14142.001953
	Iteration 39Q: 3 clusters Score -2.299888e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -22998856.000000 Penalty: 14142.001953
	Iteration 40F: 3 clusters Score -2.299886e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -22998884.000000 Penalty: 14142.001953
	Iteration 41Q: 3 clusters Score -2.299888e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -22998876.000000 Penalty: 14142.001953
	Iteration 42Q: 3 clusters Score -2.299888e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -22998886.000000 Penalty: 14142.001953
	Iteration 43Q: 3 clusters Score -2.299889e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -22998888.000000 Penalty: 14142.001953
	Iteration 44Q: 3 clusters Score -2.299889e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -22998904.000000 Penalty: 14142.001953
	Iteration 45Q: 3 clusters Score -2.29989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -22998896.000000 Penalty: 14142.001953
	Iteration 46Q: 3 clusters Score -2.29989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -22998894.000000 Penalty: 14142.001953
	Iteration 47Q: 3 clusters Score -2.299889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -22998898.000000 Penalty: 14142.001953
	Iteration 48Q: 3 clusters Score -2.29989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -22998900.000000 Penalty: 14142.001953
	Iteration 49Q: 3 clusters Score -2.29989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -22998886.000000 Penalty: 14142.001953
	Iteration 50Q: 3 clusters Score -2.299889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -22998884.000000 Penalty: 14142.001953
	Iteration 51Q: 3 clusters Score -2.299888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -22998892.000000 Penalty: 14142.001953
	Iteration 52Q: 3 clusters Score -2.299889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -22998902.000000 Penalty: 14142.001953
	Iteration 53Q: 3 clusters Score -2.29989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -22998894.000000 Penalty: 14142.001953
	Iteration 54Q: 3 clusters Score -2.299889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -22998900.000000 Penalty: 14142.001953
	Iteration 55Q: 3 clusters Score -2.29989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -22998918.000000 Penalty: 14142.001953
	Iteration 56Q: 3 clusters Score -2.299892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -22998918.000000 Penalty: 14142.001953
	Iteration 57F: 3 clusters Score -2.299892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Entering Unmasked Estep 
Score: -3675082.500000 Penalty: 5951.020996
	Iteration 0F: 2 clusters Score -3675082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3660880.750000 Penalty: 11902.041992
	Iteration 0F: 3 clusters Score -3660881 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3664288.750000 Penalty: 11902.041992
	Iteration 1F: 3 clusters Score -3664289 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -3664889.500000 Penalty: 11902.041992
	Iteration 2F: 3 clusters Score -3664890 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3665265.750000 Penalty: 11902.041992
	Iteration 3Q: 3 clusters Score -3665266 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -3665543.000000 Penalty: 11902.041992
	Iteration 4Q: 3 clusters Score -3665543 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -3665821.250000 Penalty: 11902.041992
	Iteration 5Q: 3 clusters Score -3665821 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3666067.750000 Penalty: 11902.041992
	Iteration 6Q: 3 clusters Score -3666068 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3666334.750000 Penalty: 11902.041992
	Iteration 7Q: 3 clusters Score -3666335 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3666575.750000 Penalty: 11902.041992
	Iteration 8Q: 3 clusters Score -3666576 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3666865.250000 Penalty: 11902.041992
	Iteration 9Q: 3 clusters Score -3666865 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3667175.500000 Penalty: 11902.041992
	Iteration 10Q: 3 clusters Score -3667176 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3667489.000000 Penalty: 11902.041992
	Iteration 11Q: 3 clusters Score -3667489 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3667767.750000 Penalty: 11902.041992
	Iteration 12Q: 3 clusters Score -3667768 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -3668052.000000 Penalty: 11902.041992
	Iteration 13Q: 3 clusters Score -3668052 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3668288.000000 Penalty: 11902.041992
	Iteration 14Q: 3 clusters Score -3668288 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3668491.250000 Penalty: 11902.041992
	Iteration 15Q: 3 clusters Score -3668491 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3668671.750000 Penalty: 11902.041992
	Iteration 16Q: 3 clusters Score -3668672 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3668842.250000 Penalty: 11902.041992
	Iteration 17Q: 3 clusters Score -3668842 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3669015.000000 Penalty: 11902.041992
	Iteration 18Q: 3 clusters Score -3669015 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3669175.750000 Penalty: 11902.041992
	Iteration 19Q: 3 clusters Score -3669176 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3669322.250000 Penalty: 11902.041992
	Iteration 20F: 3 clusters Score -3669322 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3669460.500000 Penalty: 11902.041992
	Iteration 21Q: 3 clusters Score -3669460 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3669611.250000 Penalty: 11902.041992
	Iteration 22Q: 3 clusters Score -3669611 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3669807.250000 Penalty: 11902.041992
	Iteration 23Q: 3 clusters Score -3669807 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3670092.500000 Penalty: 11902.041992
	Iteration 24Q: 3 clusters Score -3670092 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3670407.500000 Penalty: 11902.041992
	Iteration 25Q: 3 clusters Score -3670408 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3670743.500000 Penalty: 11902.041992
	Iteration 26Q: 3 clusters Score -3670744 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3671022.250000 Penalty: 11902.041992
	Iteration 27Q: 3 clusters Score -3671022 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3671203.750000 Penalty: 11902.041992
	Iteration 28Q: 3 clusters Score -3671204 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3671293.500000 Penalty: 11902.041992
	Iteration 29Q: 3 clusters Score -3671294 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3671349.750000 Penalty: 11902.041992
	Iteration 30Q: 3 clusters Score -3671350 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -3671395.500000 Penalty: 11902.041992
	Iteration 31Q: 3 clusters Score -3671396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3671418.750000 Penalty: 11902.041992
	Iteration 32Q: 3 clusters Score -3671419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3671431.000000 Penalty: 11902.041992
	Iteration 33Q: 3 clusters Score -3671431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3671440.000000 Penalty: 11902.041992
	Iteration 34Q: 3 clusters Score -3671440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3671445.750000 Penalty: 11902.041992
	Iteration 35Q: 3 clusters Score -3671446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -3671445.000000 Penalty: 11902.041992
	Iteration 36Q: 3 clusters Score -3671445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3671444.500000 Penalty: 11902.041992
	Iteration 37Q: 3 clusters Score -3671444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3671450.500000 Penalty: 11902.041992
	Iteration 38Q: 3 clusters Score -3671450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3671451.500000 Penalty: 11902.041992
	Iteration 39Q: 3 clusters Score -3671452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -3671463.000000 Penalty: 11902.041992
	Iteration 40F: 3 clusters Score -3671463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3671468.750000 Penalty: 11902.041992
	Iteration 41Q: 3 clusters Score -3671469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3671468.000000 Penalty: 11902.041992
	Iteration 42Q: 3 clusters Score -3671468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3671477.500000 Penalty: 11902.041992
	Iteration 43Q: 3 clusters Score -3671478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3671478.500000 Penalty: 11902.041992
	Iteration 44Q: 3 clusters Score -3671478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3671474.750000 Penalty: 11902.041992
	Iteration 45Q: 3 clusters Score -3671475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3671482.000000 Penalty: 11902.041992
	Iteration 46Q: 3 clusters Score -3671482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3671482.250000 Penalty: 11902.041992
	Iteration 47Q: 3 clusters Score -3671482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3671481.250000 Penalty: 11902.041992
	Iteration 48Q: 3 clusters Score -3671481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3671489.500000 Penalty: 11902.041992
	Iteration 49Q: 3 clusters Score -3671490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3671486.750000 Penalty: 11902.041992
	Iteration 50Q: 3 clusters Score -3671487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3671490.750000 Penalty: 11902.041992
	Iteration 51Q: 3 clusters Score -3671491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3671497.250000 Penalty: 11902.041992
	Iteration 52Q: 3 clusters Score -3671497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3671496.000000 Penalty: 11902.041992
	Iteration 53Q: 3 clusters Score -3671496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3671496.000000 Penalty: 11902.041992
	Iteration 54F: 3 clusters Score -3671496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Entering Unmasked Estep 
Score: -2535155.500000 Penalty: 5727.416504
	Iteration 0F: 2 clusters Score -2535156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2523931.500000 Penalty: 11454.833008
	Iteration 0F: 3 clusters Score -2523932 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2526420.500000 Penalty: 11454.833008
	Iteration 1F: 3 clusters Score -2526420 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2526914.750000 Penalty: 11454.833008
	Iteration 2F: 3 clusters Score -2526915 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2527204.500000 Penalty: 11454.833008
	Iteration 3Q: 3 clusters Score -2527204 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2527415.000000 Penalty: 11454.833008
	Iteration 4Q: 3 clusters Score -2527415 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2527567.250000 Penalty: 11454.833008
	Iteration 5Q: 3 clusters Score -2527567 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2527677.250000 Penalty: 11454.833008
	Iteration 6Q: 3 clusters Score -2527677 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2527764.250000 Penalty: 11454.833008
	Iteration 7Q: 3 clusters Score -2527764 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2527865.750000 Penalty: 11454.833008
	Iteration 8Q: 3 clusters Score -2527866 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2527952.750000 Penalty: 11454.833008
	Iteration 9Q: 3 clusters Score -2527953 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2528031.500000 Penalty: 11454.833008
	Iteration 10Q: 3 clusters Score -2528032 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2528110.000000 Penalty: 11454.833008
	Iteration 11Q: 3 clusters Score -2528110 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2528176.750000 Penalty: 11454.833008
	Iteration 12Q: 3 clusters Score -2528177 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2528225.500000 Penalty: 11454.833008
	Iteration 13Q: 3 clusters Score -2528226 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2528268.500000 Penalty: 11454.833008
	Iteration 14Q: 3 clusters Score -2528268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2528306.750000 Penalty: 11454.833008
	Iteration 15Q: 3 clusters Score -2528307 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2528350.500000 Penalty: 11454.833008
	Iteration 16Q: 3 clusters Score -2528350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2528371.500000 Penalty: 11454.833008
	Iteration 17Q: 3 clusters Score -2528372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2528391.000000 Penalty: 11454.833008
	Iteration 18Q: 3 clusters Score -2528391 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2528414.750000 Penalty: 11454.833008
	Iteration 19Q: 3 clusters Score -2528415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2528435.250000 Penalty: 11454.833008
	Iteration 20F: 3 clusters Score -2528435 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2528461.250000 Penalty: 11454.833008
	Iteration 21Q: 3 clusters Score -2528461 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2528486.500000 Penalty: 11454.833008
	Iteration 22Q: 3 clusters Score -2528486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2528517.750000 Penalty: 11454.833008
	Iteration 23Q: 3 clusters Score -2528518 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2528549.500000 Penalty: 11454.833008
	Iteration 24Q: 3 clusters Score -2528550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2528586.250000 Penalty: 11454.833008
	Iteration 25Q: 3 clusters Score -2528586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2528615.750000 Penalty: 11454.833008
	Iteration 26Q: 3 clusters Score -2528616 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2528654.750000 Penalty: 11454.833008
	Iteration 27Q: 3 clusters Score -2528655 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2528680.500000 Penalty: 11454.833008
	Iteration 28Q: 3 clusters Score -2528680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2528710.000000 Penalty: 11454.833008
	Iteration 29Q: 3 clusters Score -2528710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2528750.250000 Penalty: 11454.833008
	Iteration 30Q: 3 clusters Score -2528750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2528790.500000 Penalty: 11454.833008
	Iteration 31Q: 3 clusters Score -2528790 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2528825.250000 Penalty: 11454.833008
	Iteration 32Q: 3 clusters Score -2528825 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2528852.250000 Penalty: 11454.833008
	Iteration 33Q: 3 clusters Score -2528852 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2528884.750000 Penalty: 11454.833008
	Iteration 34Q: 3 clusters Score -2528885 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2528916.250000 Penalty: 11454.833008
	Iteration 35Q: 3 clusters Score -2528916 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2528949.250000 Penalty: 11454.833008
	Iteration 36Q: 3 clusters Score -2528949 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2528995.000000 Penalty: 11454.833008
	Iteration 37Q: 3 clusters Score -2528995 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2529043.750000 Penalty: 11454.833008
	Iteration 38Q: 3 clusters Score -2529044 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2529089.000000 Penalty: 11454.833008
	Iteration 39Q: 3 clusters Score -2529089 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2529141.500000 Penalty: 11454.833008
	Iteration 40F: 3 clusters Score -2529142 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2529180.500000 Penalty: 11454.833008
	Iteration 41Q: 3 clusters Score -2529180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2529215.000000 Penalty: 11454.833008
	Iteration 42Q: 3 clusters Score -2529215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2529257.250000 Penalty: 11454.833008
	Iteration 43Q: 3 clusters Score -2529257 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2529307.750000 Penalty: 11454.833008
	Iteration 44Q: 3 clusters Score -2529308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2529356.500000 Penalty: 11454.833008
	Iteration 45Q: 3 clusters Score -2529356 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2529406.750000 Penalty: 11454.833008
	Iteration 46Q: 3 clusters Score -2529407 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2529458.000000 Penalty: 11454.833008
	Iteration 47Q: 3 clusters Score -2529458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2529496.250000 Penalty: 11454.833008
	Iteration 48Q: 3 clusters Score -2529496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2529551.500000 Penalty: 11454.833008
	Iteration 49Q: 3 clusters Score -2529552 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2529608.750000 Penalty: 11454.833008
	Iteration 50Q: 3 clusters Score -2529609 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2529667.500000 Penalty: 11454.833008
	Iteration 51Q: 3 clusters Score -2529668 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2529747.250000 Penalty: 11454.833008
	Iteration 52Q: 3 clusters Score -2529747 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2529812.000000 Penalty: 11454.833008
	Iteration 53Q: 3 clusters Score -2529812 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2529882.500000 Penalty: 11454.833008
	Iteration 54Q: 3 clusters Score -2529882 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2529953.750000 Penalty: 11454.833008
	Iteration 55Q: 3 clusters Score -2529954 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2530001.000000 Penalty: 11454.833008
	Iteration 56Q: 3 clusters Score -2530001 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2530059.250000 Penalty: 11454.833008
	Iteration 57Q: 3 clusters Score -2530059 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2530109.000000 Penalty: 11454.833008
	Iteration 58Q: 3 clusters Score -2530109 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2530164.000000 Penalty: 11454.833008
	Iteration 59Q: 3 clusters Score -2530164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2530212.750000 Penalty: 11454.833008
	Iteration 60F: 3 clusters Score -2530213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2530256.500000 Penalty: 11454.833008
	Iteration 61Q: 3 clusters Score -2530256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2530293.500000 Penalty: 11454.833008
	Iteration 62Q: 3 clusters Score -2530294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2530319.250000 Penalty: 11454.833008
	Iteration 63Q: 3 clusters Score -2530319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2530343.750000 Penalty: 11454.833008
	Iteration 64Q: 3 clusters Score -2530344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2530358.750000 Penalty: 11454.833008
	Iteration 65Q: 3 clusters Score -2530359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2530382.000000 Penalty: 11454.833008
	Iteration 66Q: 3 clusters Score -2530382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2530397.500000 Penalty: 11454.833008
	Iteration 67Q: 3 clusters Score -2530398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2530409.750000 Penalty: 11454.833008
	Iteration 68Q: 3 clusters Score -2530410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2530424.500000 Penalty: 11454.833008
	Iteration 69Q: 3 clusters Score -2530424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2530433.250000 Penalty: 11454.833008
	Iteration 70Q: 3 clusters Score -2530433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2530442.500000 Penalty: 11454.833008
	Iteration 71Q: 3 clusters Score -2530442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2530452.250000 Penalty: 11454.833008
	Iteration 72Q: 3 clusters Score -2530452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2530470.750000 Penalty: 11454.833008
	Iteration 73Q: 3 clusters Score -2530471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2530484.750000 Penalty: 11454.833008
	Iteration 74Q: 3 clusters Score -2530485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2530505.750000 Penalty: 11454.833008
	Iteration 75Q: 3 clusters Score -2530506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2530514.750000 Penalty: 11454.833008
	Iteration 76Q: 3 clusters Score -2530515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2530524.000000 Penalty: 11454.833008
	Iteration 77Q: 3 clusters Score -2530524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2530530.500000 Penalty: 11454.833008
	Iteration 78Q: 3 clusters Score -2530530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2530535.250000 Penalty: 11454.833008
	Iteration 79Q: 3 clusters Score -2530535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2530540.000000 Penalty: 11454.833008
	Iteration 80F: 3 clusters Score -2530540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2530544.500000 Penalty: 11454.833008
	Iteration 81Q: 3 clusters Score -2530544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2530544.250000 Penalty: 11454.833008
	Iteration 82Q: 3 clusters Score -2530544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2530551.500000 Penalty: 11454.833008
	Iteration 83Q: 3 clusters Score -2530552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2530555.250000 Penalty: 11454.833008
	Iteration 84Q: 3 clusters Score -2530555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2530560.000000 Penalty: 11454.833008
	Iteration 85Q: 3 clusters Score -2530560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2530561.250000 Penalty: 11454.833008
	Iteration 86Q: 3 clusters Score -2530561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2530565.250000 Penalty: 11454.833008
	Iteration 87Q: 3 clusters Score -2530565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2530566.000000 Penalty: 11454.833008
	Iteration 88Q: 3 clusters Score -2530566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2530566.000000 Penalty: 11454.833008
	Iteration 89F: 3 clusters Score -2530566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Entering Unmasked Estep 
Score: -11295107.000000 Penalty: 6653.077637
	Iteration 0F: 2 clusters Score -1.129511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -11258110.000000 Penalty: 13306.155273
	Iteration 0F: 3 clusters Score -1.125811e+07 nChanged 22929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -11270571.000000 Penalty: 13306.155273
	Iteration 1F: 3 clusters Score -1.127057e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -11272105.000000 Penalty: 13306.155273
	Iteration 2F: 3 clusters Score -1.12721e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -11273731.000000 Penalty: 13306.155273
	Iteration 3F: 3 clusters Score -1.127373e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -11275688.000000 Penalty: 13306.155273
	Iteration 4F: 3 clusters Score -1.127569e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -11277834.000000 Penalty: 13306.155273
	Iteration 5F: 3 clusters Score -1.127783e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -11280038.000000 Penalty: 13306.155273
	Iteration 6F: 3 clusters Score -1.128004e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -11282139.000000 Penalty: 13306.155273
	Iteration 7F: 3 clusters Score -1.128214e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -11283956.000000 Penalty: 13306.155273
	Iteration 8F: 3 clusters Score -1.128396e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -11285423.000000 Penalty: 13306.155273
	Iteration 9Q: 3 clusters Score -1.128542e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -11286446.000000 Penalty: 13306.155273
	Iteration 10Q: 3 clusters Score -1.128645e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -11287173.000000 Penalty: 13306.155273
	Iteration 11Q: 3 clusters Score -1.128717e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -11287727.000000 Penalty: 13306.155273
	Iteration 12Q: 3 clusters Score -1.128773e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -11288193.000000 Penalty: 13306.155273
	Iteration 13Q: 3 clusters Score -1.128819e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -11288532.000000 Penalty: 13306.155273
	Iteration 14Q: 3 clusters Score -1.128853e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -11288752.000000 Penalty: 13306.155273
	Iteration 15Q: 3 clusters Score -1.128875e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -11288958.000000 Penalty: 13306.155273
	Iteration 16Q: 3 clusters Score -1.128896e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -11289171.000000 Penalty: 13306.155273
	Iteration 17Q: 3 clusters Score -1.128917e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -11289266.000000 Penalty: 13306.155273
	Iteration 18Q: 3 clusters Score -1.128927e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -11289391.000000 Penalty: 13306.155273
	Iteration 19Q: 3 clusters Score -1.128939e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -11289572.000000 Penalty: 13306.155273
	Iteration 20F: 3 clusters Score -1.128957e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -11289750.000000 Penalty: 13306.155273
	Iteration 21Q: 3 clusters Score -1.128975e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -11289898.000000 Penalty: 13306.155273
	Iteration 22Q: 3 clusters Score -1.12899e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -11290040.000000 Penalty: 13306.155273
	Iteration 23Q: 3 clusters Score -1.129004e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -11290224.000000 Penalty: 13306.155273
	Iteration 24Q: 3 clusters Score -1.129022e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -11290345.000000 Penalty: 13306.155273
	Iteration 25Q: 3 clusters Score -1.129034e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -11290522.000000 Penalty: 13306.155273
	Iteration 26Q: 3 clusters Score -1.129052e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -11290695.000000 Penalty: 13306.155273
	Iteration 27Q: 3 clusters Score -1.12907e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -11290815.000000 Penalty: 13306.155273
	Iteration 28Q: 3 clusters Score -1.129082e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -11290930.000000 Penalty: 13306.155273
	Iteration 29Q: 3 clusters Score -1.129093e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -11291056.000000 Penalty: 13306.155273
	Iteration 30Q: 3 clusters Score -1.129106e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -11291233.000000 Penalty: 13306.155273
	Iteration 31Q: 3 clusters Score -1.129123e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -11291365.000000 Penalty: 13306.155273
	Iteration 32Q: 3 clusters Score -1.129136e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -11291471.000000 Penalty: 13306.155273
	Iteration 33Q: 3 clusters Score -1.129147e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -11291596.000000 Penalty: 13306.155273
	Iteration 34Q: 3 clusters Score -1.12916e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -11291700.000000 Penalty: 13306.155273
	Iteration 35Q: 3 clusters Score -1.12917e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -11291798.000000 Penalty: 13306.155273
	Iteration 36Q: 3 clusters Score -1.12918e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -11291921.000000 Penalty: 13306.155273
	Iteration 37Q: 3 clusters Score -1.129192e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -11291989.000000 Penalty: 13306.155273
	Iteration 38Q: 3 clusters Score -1.129199e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -11292058.000000 Penalty: 13306.155273
	Iteration 39Q: 3 clusters Score -1.129206e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -11292105.000000 Penalty: 13306.155273
	Iteration 40F: 3 clusters Score -1.12921e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -11292150.000000 Penalty: 13306.155273
	Iteration 41Q: 3 clusters Score -1.129215e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -11292152.000000 Penalty: 13306.155273
	Iteration 42Q: 3 clusters Score -1.129215e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -11292215.000000 Penalty: 13306.155273
	Iteration 43Q: 3 clusters Score -1.129222e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -11292238.000000 Penalty: 13306.155273
	Iteration 44Q: 3 clusters Score -1.129224e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -11292251.000000 Penalty: 13306.155273
	Iteration 45Q: 3 clusters Score -1.129225e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -11292289.000000 Penalty: 13306.155273
	Iteration 46Q: 3 clusters Score -1.129229e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -11292305.000000 Penalty: 13306.155273
	Iteration 47Q: 3 clusters Score -1.12923e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -11292311.000000 Penalty: 13306.155273
	Iteration 48Q: 3 clusters Score -1.129231e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -11292319.000000 Penalty: 13306.155273
	Iteration 49Q: 3 clusters Score -1.129232e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -11292338.000000 Penalty: 13306.155273
	Iteration 50Q: 3 clusters Score -1.129234e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -11292346.000000 Penalty: 13306.155273
	Iteration 51Q: 3 clusters Score -1.129235e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -11292371.000000 Penalty: 13306.155273
	Iteration 52Q: 3 clusters Score -1.129237e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -11292362.000000 Penalty: 13306.155273
	Iteration 53Q: 3 clusters Score -1.129236e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -11292392.000000 Penalty: 13306.155273
	Iteration 54Q: 3 clusters Score -1.129239e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -11292365.000000 Penalty: 13306.155273
	Iteration 55Q: 3 clusters Score -1.129236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -11292398.000000 Penalty: 13306.155273
	Iteration 56Q: 3 clusters Score -1.12924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -11292399.000000 Penalty: 13306.155273
	Iteration 57Q: 3 clusters Score -1.12924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -11292406.000000 Penalty: 13306.155273
	Iteration 58Q: 3 clusters Score -1.129241e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -11292407.000000 Penalty: 13306.155273
	Iteration 59Q: 3 clusters Score -1.129241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -11292411.000000 Penalty: 13306.155273
	Iteration 60F: 3 clusters Score -1.129241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -11292415.000000 Penalty: 13306.155273
	Iteration 61Q: 3 clusters Score -1.129242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -11292423.000000 Penalty: 13306.155273
	Iteration 62Q: 3 clusters Score -1.129242e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -11292432.000000 Penalty: 13306.155273
	Iteration 63Q: 3 clusters Score -1.129243e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -11292450.000000 Penalty: 13306.155273
	Iteration 64Q: 3 clusters Score -1.129245e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -11292462.000000 Penalty: 13306.155273
	Iteration 65Q: 3 clusters Score -1.129246e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -11292458.000000 Penalty: 13306.155273
	Iteration 66Q: 3 clusters Score -1.129246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -11292470.000000 Penalty: 13306.155273
	Iteration 67Q: 3 clusters Score -1.129247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -11292470.000000 Penalty: 13306.155273
	Iteration 68Q: 3 clusters Score -1.129247e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -11292499.000000 Penalty: 13306.155273
	Iteration 69Q: 3 clusters Score -1.12925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -11292489.000000 Penalty: 13306.155273
	Iteration 70Q: 3 clusters Score -1.129249e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -11292510.000000 Penalty: 13306.155273
	Iteration 71Q: 3 clusters Score -1.129251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -11292522.000000 Penalty: 13306.155273
	Iteration 72Q: 3 clusters Score -1.129252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -11292527.000000 Penalty: 13306.155273
	Iteration 73Q: 3 clusters Score -1.129253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -11292552.000000 Penalty: 13306.155273
	Iteration 74Q: 3 clusters Score -1.129255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -11292543.000000 Penalty: 13306.155273
	Iteration 75Q: 3 clusters Score -1.129254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -11292547.000000 Penalty: 13306.155273
	Iteration 76Q: 3 clusters Score -1.129255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -11292525.000000 Penalty: 13306.155273
	Iteration 77Q: 3 clusters Score -1.129252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -11292531.000000 Penalty: 13306.155273
	Iteration 78Q: 3 clusters Score -1.129253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -11292527.000000 Penalty: 13306.155273
	Iteration 79Q: 3 clusters Score -1.129253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -11292537.000000 Penalty: 13306.155273
	Iteration 80F: 3 clusters Score -1.129254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -11292539.000000 Penalty: 13306.155273
	Iteration 81Q: 3 clusters Score -1.129254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -11292552.000000 Penalty: 13306.155273
	Iteration 82Q: 3 clusters Score -1.129255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -11292556.000000 Penalty: 13306.155273
	Iteration 83Q: 3 clusters Score -1.129256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -11292548.000000 Penalty: 13306.155273
	Iteration 84Q: 3 clusters Score -1.129255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -11292548.000000 Penalty: 13306.155273
	Iteration 85F: 3 clusters Score -1.129255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (80485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Entering Unmasked Estep 
Score: -18416006.000000 Penalty: 6918.693359
	Iteration 0F: 2 clusters Score -1.841601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -18360934.000000 Penalty: 13837.386719
	Iteration 0F: 3 clusters Score -1.836093e+07 nChanged 36458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -18380882.000000 Penalty: 13837.386719
	Iteration 1F: 3 clusters Score -1.838088e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -18382186.000000 Penalty: 13837.386719
	Iteration 2Q: 3 clusters Score -1.838219e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -18383578.000000 Penalty: 13837.386719
	Iteration 3Q: 3 clusters Score -1.838358e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -18385302.000000 Penalty: 13837.386719
	Iteration 4Q: 3 clusters Score -1.83853e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -18387458.000000 Penalty: 13837.386719
	Iteration 5F: 3 clusters Score -1.838746e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -18390280.000000 Penalty: 13837.386719
	Iteration 6F: 3 clusters Score -1.839028e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -18393430.000000 Penalty: 13837.386719
	Iteration 7F: 3 clusters Score -1.839343e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -18396984.000000 Penalty: 13837.386719
	Iteration 8F: 3 clusters Score -1.839698e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -18400104.000000 Penalty: 13837.386719
	Iteration 9F: 3 clusters Score -1.84001e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -18402904.000000 Penalty: 13837.386719
	Iteration 10Q: 3 clusters Score -1.84029e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -18405578.000000 Penalty: 13837.386719
	Iteration 11Q: 3 clusters Score -1.840558e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -18407856.000000 Penalty: 13837.386719
	Iteration 12Q: 3 clusters Score -1.840786e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -18410172.000000 Penalty: 13837.386719
	Iteration 13Q: 3 clusters Score -1.841017e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -18412426.000000 Penalty: 13837.386719
	Iteration 14Q: 3 clusters Score -1.841243e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -18414756.000000 Penalty: 13837.386719
	Iteration 15Q: 3 clusters Score -1.841476e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -18416802.000000 Penalty: 13837.386719
	Iteration 16Q: 3 clusters Score -1.84168e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -18418378.000000 Penalty: 13837.386719
	Iteration 17Q: 3 clusters Score -1.841838e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -18419268.000000 Penalty: 13837.386719
	Iteration 18Q: 3 clusters Score -1.841927e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -18419846.000000 Penalty: 13837.386719
	Iteration 19Q: 3 clusters Score -1.841985e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -18420214.000000 Penalty: 13837.386719
	Iteration 20F: 3 clusters Score -1.842021e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -18420422.000000 Penalty: 13837.386719
	Iteration 21Q: 3 clusters Score -1.842042e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -18420524.000000 Penalty: 13837.386719
	Iteration 22Q: 3 clusters Score -1.842052e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -18420592.000000 Penalty: 13837.386719
	Iteration 23Q: 3 clusters Score -1.842059e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -18420618.000000 Penalty: 13837.386719
	Iteration 24Q: 3 clusters Score -1.842062e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -18420642.000000 Penalty: 13837.386719
	Iteration 25Q: 3 clusters Score -1.842064e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -18420698.000000 Penalty: 13837.386719
	Iteration 26Q: 3 clusters Score -1.84207e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -18420704.000000 Penalty: 13837.386719
	Iteration 27Q: 3 clusters Score -1.84207e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -18420730.000000 Penalty: 13837.386719
	Iteration 28Q: 3 clusters Score -1.842073e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -18420746.000000 Penalty: 13837.386719
	Iteration 29Q: 3 clusters Score -1.842075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -18420734.000000 Penalty: 13837.386719
	Iteration 30Q: 3 clusters Score -1.842073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -18420752.000000 Penalty: 13837.386719
	Iteration 31Q: 3 clusters Score -1.842075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -18420746.000000 Penalty: 13837.386719
	Iteration 32Q: 3 clusters Score -1.842075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -18420738.000000 Penalty: 13837.386719
	Iteration 33Q: 3 clusters Score -1.842074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -18420750.000000 Penalty: 13837.386719
	Iteration 34Q: 3 clusters Score -1.842075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -18420776.000000 Penalty: 13837.386719
	Iteration 35Q: 3 clusters Score -1.842078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -18420778.000000 Penalty: 13837.386719
	Iteration 36Q: 3 clusters Score -1.842078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -18420776.000000 Penalty: 13837.386719
	Iteration 37Q: 3 clusters Score -1.842078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -18420768.000000 Penalty: 13837.386719
	Iteration 38Q: 3 clusters Score -1.842077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -18420776.000000 Penalty: 13837.386719
	Iteration 39Q: 3 clusters Score -1.842078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -18420778.000000 Penalty: 13837.386719
	Iteration 40F: 3 clusters Score -1.842078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 17002 members 
Mstep: Class 3 contains 21644 members 
Mstep: Class 4 contains 120327 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 99062 members 
Mstep: Class 7 contains 103207 members 
Mstep: Class 8 contains 16580 members 
Mstep: Class 9 contains 11509 members 
Mstep: Class 10 contains 52165 members 
Mstep: Class 11 contains 61943 members 
Mstep: Class 12 contains 37602 members 
Mstep: Class 13 contains 34608 members 
Mstep: Class 14 contains 132799 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 59813 members 
Mstep: Class 17 contains 15419 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 65058 members 
Mstep: Class 20 contains 16672 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17232 members 
Mstep: Class 23 contains 15101 members 
Mstep: Class 24 contains 145739 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 18542 members 
Entering Unmasked Estep 
Score: -272404992.000000 Penalty: 223145.312500
Splitting cluster 11 changes total score from -272393504.000000 to -272404992.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (37602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Entering Unmasked Estep 
Score: -8229824.500000 Penalty: 6452.572754
	Iteration 0F: 2 clusters Score -8229824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -8202133.000000 Penalty: 12905.145508
	Iteration 0F: 3 clusters Score -8202133 nChanged 16315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -8211109.500000 Penalty: 12905.145508
	Iteration 1F: 3 clusters Score -8211110 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -8212304.500000 Penalty: 12905.145508
	Iteration 2F: 3 clusters Score -8212304 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -8213445.500000 Penalty: 12905.145508
	Iteration 3F: 3 clusters Score -8213446 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -8214542.500000 Penalty: 12905.145508
	Iteration 4F: 3 clusters Score -8214542 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -8215659.500000 Penalty: 12905.145508
	Iteration 5F: 3 clusters Score -8215660 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -8216710.000000 Penalty: 12905.145508
	Iteration 6F: 3 clusters Score -8216710 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -8217710.000000 Penalty: 12905.145508
	Iteration 7Q: 3 clusters Score -8217710 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -8218506.000000 Penalty: 12905.145508
	Iteration 8Q: 3 clusters Score -8218506 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -8219170.500000 Penalty: 12905.145508
	Iteration 9Q: 3 clusters Score -8219170 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -8219748.000000 Penalty: 12905.145508
	Iteration 10Q: 3 clusters Score -8219748 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -8220246.000000 Penalty: 12905.145508
	Iteration 11Q: 3 clusters Score -8220246 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -8220771.500000 Penalty: 12905.145508
	Iteration 12Q: 3 clusters Score -8220772 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -8221244.000000 Penalty: 12905.145508
	Iteration 13Q: 3 clusters Score -8221244 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -8221822.500000 Penalty: 12905.145508
	Iteration 14Q: 3 clusters Score -8221822 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -8222223.000000 Penalty: 12905.145508
	Iteration 15Q: 3 clusters Score -8222223 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -8222613.000000 Penalty: 12905.145508
	Iteration 16Q: 3 clusters Score -8222613 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -8222909.000000 Penalty: 12905.145508
	Iteration 17Q: 3 clusters Score -8222909 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -8223121.500000 Penalty: 12905.145508
	Iteration 18Q: 3 clusters Score -8223122 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -8223317.000000 Penalty: 12905.145508
	Iteration 19Q: 3 clusters Score -8223317 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -8223466.000000 Penalty: 12905.145508
	Iteration 20F: 3 clusters Score -8223466 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -8223627.500000 Penalty: 12905.145508
	Iteration 21Q: 3 clusters Score -8223628 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -8223754.500000 Penalty: 12905.145508
	Iteration 22Q: 3 clusters Score -8223754 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -8223890.500000 Penalty: 12905.145508
	Iteration 23Q: 3 clusters Score -8223890 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -8223977.000000 Penalty: 12905.145508
	Iteration 24Q: 3 clusters Score -8223977 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -8224097.500000 Penalty: 12905.145508
	Iteration 25Q: 3 clusters Score -8224098 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -8224176.000000 Penalty: 12905.145508
	Iteration 26Q: 3 clusters Score -8224176 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -8224239.000000 Penalty: 12905.145508
	Iteration 27Q: 3 clusters Score -8224239 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -8224270.000000 Penalty: 12905.145508
	Iteration 28Q: 3 clusters Score -8224270 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8224333.500000 Penalty: 12905.145508
	Iteration 29Q: 3 clusters Score -8224334 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -8224412.500000 Penalty: 12905.145508
	Iteration 30Q: 3 clusters Score -8224412 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -8224467.000000 Penalty: 12905.145508
	Iteration 31Q: 3 clusters Score -8224467 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -8224553.000000 Penalty: 12905.145508
	Iteration 32Q: 3 clusters Score -8224553 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -8224618.500000 Penalty: 12905.145508
	Iteration 33Q: 3 clusters Score -8224618 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -8224679.500000 Penalty: 12905.145508
	Iteration 34Q: 3 clusters Score -8224680 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -8224768.500000 Penalty: 12905.145508
	Iteration 35Q: 3 clusters Score -8224768 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -8224856.000000 Penalty: 12905.145508
	Iteration 36Q: 3 clusters Score -8224856 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -8224932.000000 Penalty: 12905.145508
	Iteration 37Q: 3 clusters Score -8224932 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -8225013.000000 Penalty: 12905.145508
	Iteration 38Q: 3 clusters Score -8225013 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -8225124.500000 Penalty: 12905.145508
	Iteration 39Q: 3 clusters Score -8225124 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -8225214.000000 Penalty: 12905.145508
	Iteration 40F: 3 clusters Score -8225214 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -8225368.000000 Penalty: 12905.145508
	Iteration 41Q: 3 clusters Score -8225368 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8225552.000000 Penalty: 12905.145508
	Iteration 42Q: 3 clusters Score -8225552 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8225764.000000 Penalty: 12905.145508
	Iteration 43Q: 3 clusters Score -8225764 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -8225954.000000 Penalty: 12905.145508
	Iteration 44Q: 3 clusters Score -8225954 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -8226193.500000 Penalty: 12905.145508
	Iteration 45Q: 3 clusters Score -8226194 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -8226406.000000 Penalty: 12905.145508
	Iteration 46Q: 3 clusters Score -8226406 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8226614.000000 Penalty: 12905.145508
	Iteration 47Q: 3 clusters Score -8226614 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8226771.500000 Penalty: 12905.145508
	Iteration 48Q: 3 clusters Score -8226772 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8226918.000000 Penalty: 12905.145508
	Iteration 49Q: 3 clusters Score -8226918 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8227004.000000 Penalty: 12905.145508
	Iteration 50Q: 3 clusters Score -8227004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8227045.500000 Penalty: 12905.145508
	Iteration 51Q: 3 clusters Score -8227046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8227066.000000 Penalty: 12905.145508
	Iteration 52Q: 3 clusters Score -8227066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8227075.500000 Penalty: 12905.145508
	Iteration 53Q: 3 clusters Score -8227076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8227100.500000 Penalty: 12905.145508
	Iteration 54Q: 3 clusters Score -8227100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8227099.500000 Penalty: 12905.145508
	Iteration 55Q: 3 clusters Score -8227100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8227111.500000 Penalty: 12905.145508
	Iteration 56Q: 3 clusters Score -8227112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8227113.000000 Penalty: 12905.145508
	Iteration 57Q: 3 clusters Score -8227113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8227119.500000 Penalty: 12905.145508
	Iteration 58Q: 3 clusters Score -8227120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8227128.500000 Penalty: 12905.145508
	Iteration 59Q: 3 clusters Score -8227128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8227193.500000 Penalty: 12905.145508
	Iteration 60F: 3 clusters Score -8227194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8227219.000000 Penalty: 12905.145508
	Iteration 61Q: 3 clusters Score -8227219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8227254.000000 Penalty: 12905.145508
	Iteration 62Q: 3 clusters Score -8227254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8227256.000000 Penalty: 12905.145508
	Iteration 63Q: 3 clusters Score -8227256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8227281.000000 Penalty: 12905.145508
	Iteration 64Q: 3 clusters Score -8227281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8227287.500000 Penalty: 12905.145508
	Iteration 65Q: 3 clusters Score -8227288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8227284.000000 Penalty: 12905.145508
	Iteration 66Q: 3 clusters Score -8227284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8227282.500000 Penalty: 12905.145508
	Iteration 67Q: 3 clusters Score -8227282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8227284.000000 Penalty: 12905.145508
	Iteration 68Q: 3 clusters Score -8227284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8227293.000000 Penalty: 12905.145508
	Iteration 69Q: 3 clusters Score -8227293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8227292.000000 Penalty: 12905.145508
	Iteration 70Q: 3 clusters Score -8227292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8227298.000000 Penalty: 12905.145508
	Iteration 71Q: 3 clusters Score -8227298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8227300.000000 Penalty: 12905.145508
	Iteration 72Q: 3 clusters Score -8227300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8227300.500000 Penalty: 12905.145508
	Iteration 73Q: 3 clusters Score -8227300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8227308.500000 Penalty: 12905.145508
	Iteration 74Q: 3 clusters Score -8227308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8227311.500000 Penalty: 12905.145508
	Iteration 75Q: 3 clusters Score -8227312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8227304.500000 Penalty: 12905.145508
	Iteration 76Q: 3 clusters Score -8227304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8227313.000000 Penalty: 12905.145508
	Iteration 77Q: 3 clusters Score -8227313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8227311.000000 Penalty: 12905.145508
	Iteration 78Q: 3 clusters Score -8227311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8227314.500000 Penalty: 12905.145508
	Iteration 79Q: 3 clusters Score -8227314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8227314.500000 Penalty: 12905.145508
	Iteration 80F: 3 clusters Score -8227314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (132799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132799 members 
Entering Unmasked Estep 
Score: -30086812.000000 Penalty: 7225.412598
	Iteration 0F: 2 clusters Score -3.008681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -29999592.000000 Penalty: 14450.825195
	Iteration 0F: 3 clusters Score -2.999959e+07 nChanged 61376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 67624 members 
Entering Unmasked Estep 
Score: -30033456.000000 Penalty: 14450.825195
	Iteration 1F: 3 clusters Score -3.003346e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -30034848.000000 Penalty: 14450.825195
	Iteration 2Q: 3 clusters Score -3.003485e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -30036150.000000 Penalty: 14450.825195
	Iteration 3Q: 3 clusters Score -3.003615e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -30037420.000000 Penalty: 14450.825195
	Iteration 4Q: 3 clusters Score -3.003742e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -30039166.000000 Penalty: 14450.825195
	Iteration 5Q: 3 clusters Score -3.003917e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -30040972.000000 Penalty: 14450.825195
	Iteration 6Q: 3 clusters Score -3.004097e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -30043682.000000 Penalty: 14450.825195
	Iteration 7Q: 3 clusters Score -3.004368e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -30047508.000000 Penalty: 14450.825195
	Iteration 8F: 3 clusters Score -3.004751e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -30052520.000000 Penalty: 14450.825195
	Iteration 9F: 3 clusters Score -3.005252e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -30058406.000000 Penalty: 14450.825195
	Iteration 10F: 3 clusters Score -3.005841e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -30063912.000000 Penalty: 14450.825195
	Iteration 11F: 3 clusters Score -3.006391e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -30068764.000000 Penalty: 14450.825195
	Iteration 12F: 3 clusters Score -3.006876e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -30072180.000000 Penalty: 14450.825195
	Iteration 13Q: 3 clusters Score -3.007218e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -30074838.000000 Penalty: 14450.825195
	Iteration 14Q: 3 clusters Score -3.007484e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -30076986.000000 Penalty: 14450.825195
	Iteration 15Q: 3 clusters Score -3.007699e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -30079466.000000 Penalty: 14450.825195
	Iteration 16Q: 3 clusters Score -3.007947e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -30081802.000000 Penalty: 14450.825195
	Iteration 17Q: 3 clusters Score -3.00818e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -30083700.000000 Penalty: 14450.825195
	Iteration 18Q: 3 clusters Score -3.00837e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -30084618.000000 Penalty: 14450.825195
	Iteration 19Q: 3 clusters Score -3.008462e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -30085040.000000 Penalty: 14450.825195
	Iteration 20F: 3 clusters Score -3.008504e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -30085348.000000 Penalty: 14450.825195
	Iteration 21Q: 3 clusters Score -3.008535e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -30085526.000000 Penalty: 14450.825195
	Iteration 22Q: 3 clusters Score -3.008553e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -30085508.000000 Penalty: 14450.825195
	Iteration 23Q: 3 clusters Score -3.008551e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -30085574.000000 Penalty: 14450.825195
	Iteration 24Q: 3 clusters Score -3.008557e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -30085706.000000 Penalty: 14450.825195
	Iteration 25Q: 3 clusters Score -3.008571e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 86755 members 
Entering Unmasked Estep 
Score: -30085702.000000 Penalty: 14450.825195
	Iteration 26Q: 3 clusters Score -3.00857e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -30085782.000000 Penalty: 14450.825195
	Iteration 27Q: 3 clusters Score -3.008578e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -30085816.000000 Penalty: 14450.825195
	Iteration 28Q: 3 clusters Score -3.008582e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -30085848.000000 Penalty: 14450.825195
	Iteration 29Q: 3 clusters Score -3.008585e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -30085962.000000 Penalty: 14450.825195
	Iteration 30Q: 3 clusters Score -3.008596e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -30086140.000000 Penalty: 14450.825195
	Iteration 31Q: 3 clusters Score -3.008614e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -30086710.000000 Penalty: 14450.825195
	Iteration 32Q: 3 clusters Score -3.008671e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -30087214.000000 Penalty: 14450.825195
	Iteration 33Q: 3 clusters Score -3.008721e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 80170 members 
Entering Unmasked Estep 
Score: -30087796.000000 Penalty: 14450.825195
	Iteration 34Q: 3 clusters Score -3.00878e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -30088624.000000 Penalty: 14450.825195
	Iteration 35Q: 3 clusters Score -3.008862e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -30089580.000000 Penalty: 14450.825195
	Iteration 36Q: 3 clusters Score -3.008958e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -30090842.000000 Penalty: 14450.825195
	Iteration 37Q: 3 clusters Score -3.009084e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -30091838.000000 Penalty: 14450.825195
	Iteration 38Q: 3 clusters Score -3.009184e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -30092638.000000 Penalty: 14450.825195
	Iteration 39Q: 3 clusters Score -3.009264e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -30093384.000000 Penalty: 14450.825195
	Iteration 40F: 3 clusters Score -3.009338e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -30093924.000000 Penalty: 14450.825195
	Iteration 41Q: 3 clusters Score -3.009392e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -30094170.000000 Penalty: 14450.825195
	Iteration 42Q: 3 clusters Score -3.009417e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -30094416.000000 Penalty: 14450.825195
	Iteration 43Q: 3 clusters Score -3.009442e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -30094586.000000 Penalty: 14450.825195
	Iteration 44Q: 3 clusters Score -3.009459e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -30094668.000000 Penalty: 14450.825195
	Iteration 45Q: 3 clusters Score -3.009467e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70861 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -30094600.000000 Penalty: 14450.825195
	Iteration 46Q: 3 clusters Score -3.00946e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -30094698.000000 Penalty: 14450.825195
	Iteration 47Q: 3 clusters Score -3.00947e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -30094744.000000 Penalty: 14450.825195
	Iteration 48Q: 3 clusters Score -3.009474e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -30094754.000000 Penalty: 14450.825195
	Iteration 49Q: 3 clusters Score -3.009475e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -30094742.000000 Penalty: 14450.825195
	Iteration 50Q: 3 clusters Score -3.009474e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -30094764.000000 Penalty: 14450.825195
	Iteration 51Q: 3 clusters Score -3.009476e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -30094772.000000 Penalty: 14450.825195
	Iteration 52Q: 3 clusters Score -3.009477e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 60216 members 
Entering Unmasked Estep 
Score: -30094758.000000 Penalty: 14450.825195
	Iteration 53Q: 3 clusters Score -3.009476e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -30094780.000000 Penalty: 14450.825195
	Iteration 54Q: 3 clusters Score -3.009478e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -30094752.000000 Penalty: 14450.825195
	Iteration 55Q: 3 clusters Score -3.009475e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -30094764.000000 Penalty: 14450.825195
	Iteration 56Q: 3 clusters Score -3.009476e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -30094788.000000 Penalty: 14450.825195
	Iteration 57Q: 3 clusters Score -3.009479e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -30094782.000000 Penalty: 14450.825195
	Iteration 58Q: 3 clusters Score -3.009478e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -30094802.000000 Penalty: 14450.825195
	Iteration 59Q: 3 clusters Score -3.00948e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -30094826.000000 Penalty: 14450.825195
	Iteration 60F: 3 clusters Score -3.009483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -30094810.000000 Penalty: 14450.825195
	Iteration 61Q: 3 clusters Score -3.009481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -30094776.000000 Penalty: 14450.825195
	Iteration 62Q: 3 clusters Score -3.009478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -30094780.000000 Penalty: 14450.825195
	Iteration 63Q: 3 clusters Score -3.009478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -30094786.000000 Penalty: 14450.825195
	Iteration 64Q: 3 clusters Score -3.009479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73047 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -30094788.000000 Penalty: 14450.825195
	Iteration 65Q: 3 clusters Score -3.009479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -30094798.000000 Penalty: 14450.825195
	Iteration 66Q: 3 clusters Score -3.00948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -30094812.000000 Penalty: 14450.825195
	Iteration 67Q: 3 clusters Score -3.009481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -30094806.000000 Penalty: 14450.825195
	Iteration 68Q: 3 clusters Score -3.009481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -30094794.000000 Penalty: 14450.825195
	Iteration 69Q: 3 clusters Score -3.009479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -30094802.000000 Penalty: 14450.825195
	Iteration 70Q: 3 clusters Score -3.00948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -30094798.000000 Penalty: 14450.825195
	Iteration 71Q: 3 clusters Score -3.00948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -30094792.000000 Penalty: 14450.825195
	Iteration 72Q: 3 clusters Score -3.009479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -30094812.000000 Penalty: 14450.825195
	Iteration 73Q: 3 clusters Score -3.009481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -30094806.000000 Penalty: 14450.825195
	Iteration 74Q: 3 clusters Score -3.009481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73073 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -30094810.000000 Penalty: 14450.825195
	Iteration 75Q: 3 clusters Score -3.009481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -30094794.000000 Penalty: 14450.825195
	Iteration 76Q: 3 clusters Score -3.009479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -30094794.000000 Penalty: 14450.825195
	Iteration 77F: 3 clusters Score -3.009479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 17002 members 
Mstep: Class 3 contains 21644 members 
Mstep: Class 4 contains 120327 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 99062 members 
Mstep: Class 7 contains 103207 members 
Mstep: Class 8 contains 16580 members 
Mstep: Class 9 contains 11509 members 
Mstep: Class 10 contains 52165 members 
Mstep: Class 11 contains 61943 members 
Mstep: Class 12 contains 37602 members 
Mstep: Class 13 contains 34608 members 
Mstep: Class 14 contains 73076 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 59813 members 
Mstep: Class 17 contains 15419 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 65058 members 
Mstep: Class 20 contains 16672 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17232 members 
Mstep: Class 23 contains 15101 members 
Mstep: Class 24 contains 145739 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 18542 members 
Mstep: Class 27 contains 59723 members 
Entering Unmasked Estep 
Score: -272414336.000000 Penalty: 231727.812500
Splitting cluster 14 changes total score from -272393504.000000 to -272414336.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (15723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Entering Unmasked Estep 
Score: -3435542.500000 Penalty: 5918.514160
	Iteration 0F: 2 clusters Score -3435542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -3421594.000000 Penalty: 11837.028320
	Iteration 0F: 3 clusters Score -3421594 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3425020.750000 Penalty: 11837.028320
	Iteration 1F: 3 clusters Score -3425021 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -3425653.750000 Penalty: 11837.028320
	Iteration 2F: 3 clusters Score -3425654 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3426129.250000 Penalty: 11837.028320
	Iteration 3F: 3 clusters Score -3426129 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3426534.250000 Penalty: 11837.028320
	Iteration 4Q: 3 clusters Score -3426534 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3426918.750000 Penalty: 11837.028320
	Iteration 5Q: 3 clusters Score -3426919 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3427281.250000 Penalty: 11837.028320
	Iteration 6Q: 3 clusters Score -3427281 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3427658.750000 Penalty: 11837.028320
	Iteration 7Q: 3 clusters Score -3427659 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3428072.500000 Penalty: 11837.028320
	Iteration 8Q: 3 clusters Score -3428072 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3428510.750000 Penalty: 11837.028320
	Iteration 9Q: 3 clusters Score -3428511 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3429049.750000 Penalty: 11837.028320
	Iteration 10Q: 3 clusters Score -3429050 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3429594.250000 Penalty: 11837.028320
	Iteration 11Q: 3 clusters Score -3429594 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3430098.000000 Penalty: 11837.028320
	Iteration 12Q: 3 clusters Score -3430098 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3430546.000000 Penalty: 11837.028320
	Iteration 13Q: 3 clusters Score -3430546 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3430893.000000 Penalty: 11837.028320
	Iteration 14Q: 3 clusters Score -3430893 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3431190.500000 Penalty: 11837.028320
	Iteration 15Q: 3 clusters Score -3431190 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -3431405.500000 Penalty: 11837.028320
	Iteration 16Q: 3 clusters Score -3431406 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3431554.250000 Penalty: 11837.028320
	Iteration 17Q: 3 clusters Score -3431554 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3431646.750000 Penalty: 11837.028320
	Iteration 18Q: 3 clusters Score -3431647 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3431711.500000 Penalty: 11837.028320
	Iteration 19Q: 3 clusters Score -3431712 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3431769.500000 Penalty: 11837.028320
	Iteration 20F: 3 clusters Score -3431770 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3431812.750000 Penalty: 11837.028320
	Iteration 21Q: 3 clusters Score -3431813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3431846.250000 Penalty: 11837.028320
	Iteration 22Q: 3 clusters Score -3431846 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3431862.750000 Penalty: 11837.028320
	Iteration 23Q: 3 clusters Score -3431863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3431888.000000 Penalty: 11837.028320
	Iteration 24Q: 3 clusters Score -3431888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3431903.500000 Penalty: 11837.028320
	Iteration 25Q: 3 clusters Score -3431904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3431921.750000 Penalty: 11837.028320
	Iteration 26Q: 3 clusters Score -3431922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3431923.500000 Penalty: 11837.028320
	Iteration 27Q: 3 clusters Score -3431924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3431923.250000 Penalty: 11837.028320
	Iteration 28Q: 3 clusters Score -3431923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3431927.000000 Penalty: 11837.028320
	Iteration 29Q: 3 clusters Score -3431927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3431933.500000 Penalty: 11837.028320
	Iteration 30Q: 3 clusters Score -3431934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3431932.000000 Penalty: 11837.028320
	Iteration 31Q: 3 clusters Score -3431932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3431933.750000 Penalty: 11837.028320
	Iteration 32Q: 3 clusters Score -3431934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3431946.500000 Penalty: 11837.028320
	Iteration 33Q: 3 clusters Score -3431946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3431951.750000 Penalty: 11837.028320
	Iteration 34Q: 3 clusters Score -3431952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3431942.750000 Penalty: 11837.028320
	Iteration 35Q: 3 clusters Score -3431943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3431945.750000 Penalty: 11837.028320
	Iteration 36Q: 3 clusters Score -3431946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3431949.750000 Penalty: 11837.028320
	Iteration 37Q: 3 clusters Score -3431950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3431949.750000 Penalty: 11837.028320
	Iteration 38Q: 3 clusters Score -3431950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3431960.000000 Penalty: 11837.028320
	Iteration 39Q: 3 clusters Score -3431960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3431970.500000 Penalty: 11837.028320
	Iteration 40F: 3 clusters Score -3431970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3431965.750000 Penalty: 11837.028320
	Iteration 41Q: 3 clusters Score -3431966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3431969.000000 Penalty: 11837.028320
	Iteration 42Q: 3 clusters Score -3431969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3431970.750000 Penalty: 11837.028320
	Iteration 43Q: 3 clusters Score -3431971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3431970.750000 Penalty: 11837.028320
	Iteration 44F: 3 clusters Score -3431971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Entering Unmasked Estep 
Score: -13577106.000000 Penalty: 6736.874512
	Iteration 0F: 2 clusters Score -1.357711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -13534861.000000 Penalty: 13473.749023
	Iteration 0F: 3 clusters Score -1.353486e+07 nChanged 26713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -13549302.000000 Penalty: 13473.749023
	Iteration 1F: 3 clusters Score -1.35493e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -13550192.000000 Penalty: 13473.749023
	Iteration 2Q: 3 clusters Score -1.355019e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -13550862.000000 Penalty: 13473.749023
	Iteration 3Q: 3 clusters Score -1.355086e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -13551425.000000 Penalty: 13473.749023
	Iteration 4Q: 3 clusters Score -1.355142e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -13551879.000000 Penalty: 13473.749023
	Iteration 5Q: 3 clusters Score -1.355188e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -13552357.000000 Penalty: 13473.749023
	Iteration 6Q: 3 clusters Score -1.355236e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -13553069.000000 Penalty: 13473.749023
	Iteration 7Q: 3 clusters Score -1.355307e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -13553900.000000 Penalty: 13473.749023
	Iteration 8Q: 3 clusters Score -1.35539e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -13555133.000000 Penalty: 13473.749023
	Iteration 9Q: 3 clusters Score -1.355513e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -13556953.000000 Penalty: 13473.749023
	Iteration 10Q: 3 clusters Score -1.355695e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -13559351.000000 Penalty: 13473.749023
	Iteration 11F: 3 clusters Score -1.355935e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -13562057.000000 Penalty: 13473.749023
	Iteration 12F: 3 clusters Score -1.356206e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -13564918.000000 Penalty: 13473.749023
	Iteration 13F: 3 clusters Score -1.356492e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -13567332.000000 Penalty: 13473.749023
	Iteration 14Q: 3 clusters Score -1.356733e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -13568934.000000 Penalty: 13473.749023
	Iteration 15Q: 3 clusters Score -1.356893e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -13569913.000000 Penalty: 13473.749023
	Iteration 16Q: 3 clusters Score -1.356991e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -13570420.000000 Penalty: 13473.749023
	Iteration 17Q: 3 clusters Score -1.357042e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13570672.000000 Penalty: 13473.749023
	Iteration 18Q: 3 clusters Score -1.357067e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13570854.000000 Penalty: 13473.749023
	Iteration 19Q: 3 clusters Score -1.357085e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13570952.000000 Penalty: 13473.749023
	Iteration 20F: 3 clusters Score -1.357095e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -13571021.000000 Penalty: 13473.749023
	Iteration 21Q: 3 clusters Score -1.357102e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58964 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13571087.000000 Penalty: 13473.749023
	Iteration 22Q: 3 clusters Score -1.357109e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13571135.000000 Penalty: 13473.749023
	Iteration 23Q: 3 clusters Score -1.357114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13571145.000000 Penalty: 13473.749023
	Iteration 24Q: 3 clusters Score -1.357114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13571177.000000 Penalty: 13473.749023
	Iteration 25Q: 3 clusters Score -1.357118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13571188.000000 Penalty: 13473.749023
	Iteration 26Q: 3 clusters Score -1.357119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -13571206.000000 Penalty: 13473.749023
	Iteration 27Q: 3 clusters Score -1.357121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13571226.000000 Penalty: 13473.749023
	Iteration 28Q: 3 clusters Score -1.357123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -13571214.000000 Penalty: 13473.749023
	Iteration 29Q: 3 clusters Score -1.357121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13571214.000000 Penalty: 13473.749023
	Iteration 30Q: 3 clusters Score -1.357121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13571206.000000 Penalty: 13473.749023
	Iteration 31Q: 3 clusters Score -1.357121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13571213.000000 Penalty: 13473.749023
	Iteration 32Q: 3 clusters Score -1.357121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13571215.000000 Penalty: 13473.749023
	Iteration 33Q: 3 clusters Score -1.357122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13571213.000000 Penalty: 13473.749023
	Iteration 34Q: 3 clusters Score -1.357121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13571207.000000 Penalty: 13473.749023
	Iteration 35Q: 3 clusters Score -1.357121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13571221.000000 Penalty: 13473.749023
	Iteration 36Q: 3 clusters Score -1.357122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13571226.000000 Penalty: 13473.749023
	Iteration 37Q: 3 clusters Score -1.357123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13571229.000000 Penalty: 13473.749023
	Iteration 38Q: 3 clusters Score -1.357123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13571229.000000 Penalty: 13473.749023
	Iteration 39F: 3 clusters Score -1.357123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Entering Unmasked Estep 
Score: -3539310.000000 Penalty: 5906.555176
	Iteration 0F: 2 clusters Score -3539310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3525559.500000 Penalty: 11813.110352
	Iteration 0F: 3 clusters Score -3525560 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3528798.250000 Penalty: 11813.110352
	Iteration 1F: 3 clusters Score -3528798 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3529342.000000 Penalty: 11813.110352
	Iteration 2F: 3 clusters Score -3529342 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3529696.000000 Penalty: 11813.110352
	Iteration 3Q: 3 clusters Score -3529696 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3529918.000000 Penalty: 11813.110352
	Iteration 4Q: 3 clusters Score -3529918 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3530121.250000 Penalty: 11813.110352
	Iteration 5Q: 3 clusters Score -3530121 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -3530288.750000 Penalty: 11813.110352
	Iteration 6Q: 3 clusters Score -3530289 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3530442.500000 Penalty: 11813.110352
	Iteration 7Q: 3 clusters Score -3530442 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3530581.500000 Penalty: 11813.110352
	Iteration 8Q: 3 clusters Score -3530582 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3530712.250000 Penalty: 11813.110352
	Iteration 9Q: 3 clusters Score -3530712 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3530825.500000 Penalty: 11813.110352
	Iteration 10Q: 3 clusters Score -3530826 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3530948.750000 Penalty: 11813.110352
	Iteration 11Q: 3 clusters Score -3530949 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3531070.250000 Penalty: 11813.110352
	Iteration 12Q: 3 clusters Score -3531070 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3531186.250000 Penalty: 11813.110352
	Iteration 13Q: 3 clusters Score -3531186 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3531310.500000 Penalty: 11813.110352
	Iteration 14Q: 3 clusters Score -3531310 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3531442.250000 Penalty: 11813.110352
	Iteration 15Q: 3 clusters Score -3531442 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3531562.000000 Penalty: 11813.110352
	Iteration 16Q: 3 clusters Score -3531562 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3531705.750000 Penalty: 11813.110352
	Iteration 17Q: 3 clusters Score -3531706 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3531833.750000 Penalty: 11813.110352
	Iteration 18Q: 3 clusters Score -3531834 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3531992.250000 Penalty: 11813.110352
	Iteration 19Q: 3 clusters Score -3531992 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3532128.000000 Penalty: 11813.110352
	Iteration 20F: 3 clusters Score -3532128 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3532320.000000 Penalty: 11813.110352
	Iteration 21Q: 3 clusters Score -3532320 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3532519.250000 Penalty: 11813.110352
	Iteration 22Q: 3 clusters Score -3532519 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3532691.000000 Penalty: 11813.110352
	Iteration 23Q: 3 clusters Score -3532691 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3532874.000000 Penalty: 11813.110352
	Iteration 24Q: 3 clusters Score -3532874 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3533042.250000 Penalty: 11813.110352
	Iteration 25Q: 3 clusters Score -3533042 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3533197.250000 Penalty: 11813.110352
	Iteration 26Q: 3 clusters Score -3533197 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3533327.250000 Penalty: 11813.110352
	Iteration 27Q: 3 clusters Score -3533327 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3533437.000000 Penalty: 11813.110352
	Iteration 28Q: 3 clusters Score -3533437 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3533535.750000 Penalty: 11813.110352
	Iteration 29Q: 3 clusters Score -3533536 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3533622.000000 Penalty: 11813.110352
	Iteration 30Q: 3 clusters Score -3533622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3533704.250000 Penalty: 11813.110352
	Iteration 31Q: 3 clusters Score -3533704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3533760.500000 Penalty: 11813.110352
	Iteration 32Q: 3 clusters Score -3533760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3533805.000000 Penalty: 11813.110352
	Iteration 33Q: 3 clusters Score -3533805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3533843.750000 Penalty: 11813.110352
	Iteration 34Q: 3 clusters Score -3533844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3533871.750000 Penalty: 11813.110352
	Iteration 35Q: 3 clusters Score -3533872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3533906.500000 Penalty: 11813.110352
	Iteration 36Q: 3 clusters Score -3533906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3533925.750000 Penalty: 11813.110352
	Iteration 37Q: 3 clusters Score -3533926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3533944.750000 Penalty: 11813.110352
	Iteration 38Q: 3 clusters Score -3533945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3533952.000000 Penalty: 11813.110352
	Iteration 39Q: 3 clusters Score -3533952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3533963.250000 Penalty: 11813.110352
	Iteration 40F: 3 clusters Score -3533963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3533972.500000 Penalty: 11813.110352
	Iteration 41Q: 3 clusters Score -3533972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3533992.500000 Penalty: 11813.110352
	Iteration 42Q: 3 clusters Score -3533992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3533993.000000 Penalty: 11813.110352
	Iteration 43Q: 3 clusters Score -3533993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3534003.750000 Penalty: 11813.110352
	Iteration 44Q: 3 clusters Score -3534004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3534008.000000 Penalty: 11813.110352
	Iteration 45Q: 3 clusters Score -3534008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3534012.250000 Penalty: 11813.110352
	Iteration 46Q: 3 clusters Score -3534012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3534021.500000 Penalty: 11813.110352
	Iteration 47Q: 3 clusters Score -3534022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3534030.000000 Penalty: 11813.110352
	Iteration 48Q: 3 clusters Score -3534030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3534037.750000 Penalty: 11813.110352
	Iteration 49Q: 3 clusters Score -3534038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3534039.750000 Penalty: 11813.110352
	Iteration 50Q: 3 clusters Score -3534040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3534039.750000 Penalty: 11813.110352
	Iteration 51F: 3 clusters Score -3534040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -1402107.875000 Penalty: 5361.343262
	Iteration 0F: 2 clusters Score -1402108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1394156.000000 Penalty: 10722.686523
	Iteration 0F: 3 clusters Score -1394156 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1395549.000000 Penalty: 10722.686523
	Iteration 1F: 3 clusters Score -1395549 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1395900.375000 Penalty: 10722.686523
	Iteration 2F: 3 clusters Score -1395900 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1396145.375000 Penalty: 10722.686523
	Iteration 3Q: 3 clusters Score -1396145 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1396327.250000 Penalty: 10722.686523
	Iteration 4Q: 3 clusters Score -1396327 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1396500.500000 Penalty: 10722.686523
	Iteration 5Q: 3 clusters Score -1396500 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1396669.125000 Penalty: 10722.686523
	Iteration 6Q: 3 clusters Score -1396669 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1396858.000000 Penalty: 10722.686523
	Iteration 7Q: 3 clusters Score -1396858 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1397028.375000 Penalty: 10722.686523
	Iteration 8Q: 3 clusters Score -1397028 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1397180.500000 Penalty: 10722.686523
	Iteration 9Q: 3 clusters Score -1397180 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1397297.750000 Penalty: 10722.686523
	Iteration 10Q: 3 clusters Score -1397298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1397387.500000 Penalty: 10722.686523
	Iteration 11Q: 3 clusters Score -1397388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1397461.750000 Penalty: 10722.686523
	Iteration 12Q: 3 clusters Score -1397462 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1397533.375000 Penalty: 10722.686523
	Iteration 13Q: 3 clusters Score -1397533 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1397608.125000 Penalty: 10722.686523
	Iteration 14Q: 3 clusters Score -1397608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1397677.500000 Penalty: 10722.686523
	Iteration 15Q: 3 clusters Score -1397678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1397743.250000 Penalty: 10722.686523
	Iteration 16Q: 3 clusters Score -1397743 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1397797.500000 Penalty: 10722.686523
	Iteration 17Q: 3 clusters Score -1397798 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1397869.125000 Penalty: 10722.686523
	Iteration 18Q: 3 clusters Score -1397869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1397927.125000 Penalty: 10722.686523
	Iteration 19Q: 3 clusters Score -1397927 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1397974.875000 Penalty: 10722.686523
	Iteration 20F: 3 clusters Score -1397975 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1398023.875000 Penalty: 10722.686523
	Iteration 21Q: 3 clusters Score -1398024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1398067.000000 Penalty: 10722.686523
	Iteration 22Q: 3 clusters Score -1398067 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1398101.500000 Penalty: 10722.686523
	Iteration 23Q: 3 clusters Score -1398102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1398140.250000 Penalty: 10722.686523
	Iteration 24Q: 3 clusters Score -1398140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1398170.125000 Penalty: 10722.686523
	Iteration 25Q: 3 clusters Score -1398170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1398193.875000 Penalty: 10722.686523
	Iteration 26Q: 3 clusters Score -1398194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1398213.000000 Penalty: 10722.686523
	Iteration 27Q: 3 clusters Score -1398213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1398231.500000 Penalty: 10722.686523
	Iteration 28Q: 3 clusters Score -1398232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1398243.125000 Penalty: 10722.686523
	Iteration 29Q: 3 clusters Score -1398243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1398246.250000 Penalty: 10722.686523
	Iteration 30Q: 3 clusters Score -1398246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1398259.250000 Penalty: 10722.686523
	Iteration 31Q: 3 clusters Score -1398259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1398265.000000 Penalty: 10722.686523
	Iteration 32Q: 3 clusters Score -1398265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1398271.125000 Penalty: 10722.686523
	Iteration 33Q: 3 clusters Score -1398271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1398277.375000 Penalty: 10722.686523
	Iteration 34Q: 3 clusters Score -1398277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1398285.875000 Penalty: 10722.686523
	Iteration 35Q: 3 clusters Score -1398286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1398292.875000 Penalty: 10722.686523
	Iteration 36Q: 3 clusters Score -1398293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1398294.375000 Penalty: 10722.686523
	Iteration 37Q: 3 clusters Score -1398294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1398295.875000 Penalty: 10722.686523
	Iteration 38Q: 3 clusters Score -1398296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1398299.125000 Penalty: 10722.686523
	Iteration 39Q: 3 clusters Score -1398299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1398300.625000 Penalty: 10722.686523
	Iteration 40F: 3 clusters Score -1398301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1398304.625000 Penalty: 10722.686523
	Iteration 41Q: 3 clusters Score -1398305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1398308.000000 Penalty: 10722.686523
	Iteration 42Q: 3 clusters Score -1398308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1398309.500000 Penalty: 10722.686523
	Iteration 43Q: 3 clusters Score -1398310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1398313.750000 Penalty: 10722.686523
	Iteration 44Q: 3 clusters Score -1398314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1398317.375000 Penalty: 10722.686523
	Iteration 45Q: 3 clusters Score -1398317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1398319.750000 Penalty: 10722.686523
	Iteration 46Q: 3 clusters Score -1398320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1398320.500000 Penalty: 10722.686523
	Iteration 47Q: 3 clusters Score -1398320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1398321.000000 Penalty: 10722.686523
	Iteration 48Q: 3 clusters Score -1398321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1398322.000000 Penalty: 10722.686523
	Iteration 49Q: 3 clusters Score -1398322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1398324.875000 Penalty: 10722.686523
	Iteration 50Q: 3 clusters Score -1398325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1398326.250000 Penalty: 10722.686523
	Iteration 51Q: 3 clusters Score -1398326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1398327.125000 Penalty: 10722.686523
	Iteration 52Q: 3 clusters Score -1398327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1398330.250000 Penalty: 10722.686523
	Iteration 53Q: 3 clusters Score -1398330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1398330.375000 Penalty: 10722.686523
	Iteration 54Q: 3 clusters Score -1398330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1398332.500000 Penalty: 10722.686523
	Iteration 55Q: 3 clusters Score -1398332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1398332.500000 Penalty: 10722.686523
	Iteration 56F: 3 clusters Score -1398332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Entering Unmasked Estep 
Score: -14865461.000000 Penalty: 6788.358398
	Iteration 0F: 2 clusters Score -1.486546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -14820343.000000 Penalty: 13576.716797
	Iteration 0F: 3 clusters Score -1.482034e+07 nChanged 28961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -14835787.000000 Penalty: 13576.716797
	Iteration 1F: 3 clusters Score -1.483579e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -14836805.000000 Penalty: 13576.716797
	Iteration 2Q: 3 clusters Score -1.48368e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -14837565.000000 Penalty: 13576.716797
	Iteration 3Q: 3 clusters Score -1.483756e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -14838363.000000 Penalty: 13576.716797
	Iteration 4Q: 3 clusters Score -1.483836e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -14839234.000000 Penalty: 13576.716797
	Iteration 5Q: 3 clusters Score -1.483923e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -14840231.000000 Penalty: 13576.716797
	Iteration 6Q: 3 clusters Score -1.484023e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -14841531.000000 Penalty: 13576.716797
	Iteration 7Q: 3 clusters Score -1.484153e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -14842977.000000 Penalty: 13576.716797
	Iteration 8Q: 3 clusters Score -1.484298e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -14844847.000000 Penalty: 13576.716797
	Iteration 9F: 3 clusters Score -1.484485e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -14847187.000000 Penalty: 13576.716797
	Iteration 10F: 3 clusters Score -1.484719e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -14849757.000000 Penalty: 13576.716797
	Iteration 11F: 3 clusters Score -1.484976e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -14852323.000000 Penalty: 13576.716797
	Iteration 12F: 3 clusters Score -1.485232e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -14854464.000000 Penalty: 13576.716797
	Iteration 13Q: 3 clusters Score -1.485446e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -14855877.000000 Penalty: 13576.716797
	Iteration 14Q: 3 clusters Score -1.485588e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -14856831.000000 Penalty: 13576.716797
	Iteration 15Q: 3 clusters Score -1.485683e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -14857530.000000 Penalty: 13576.716797
	Iteration 16Q: 3 clusters Score -1.485753e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -14857981.000000 Penalty: 13576.716797
	Iteration 17Q: 3 clusters Score -1.485798e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -14858280.000000 Penalty: 13576.716797
	Iteration 18Q: 3 clusters Score -1.485828e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -14858623.000000 Penalty: 13576.716797
	Iteration 19Q: 3 clusters Score -1.485862e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -14858915.000000 Penalty: 13576.716797
	Iteration 20F: 3 clusters Score -1.485892e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -14859147.000000 Penalty: 13576.716797
	Iteration 21Q: 3 clusters Score -1.485915e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -14859356.000000 Penalty: 13576.716797
	Iteration 22Q: 3 clusters Score -1.485936e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -14859516.000000 Penalty: 13576.716797
	Iteration 23Q: 3 clusters Score -1.485952e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -14859726.000000 Penalty: 13576.716797
	Iteration 24Q: 3 clusters Score -1.485973e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -14859952.000000 Penalty: 13576.716797
	Iteration 25Q: 3 clusters Score -1.485995e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -14860154.000000 Penalty: 13576.716797
	Iteration 26Q: 3 clusters Score -1.486015e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -14860371.000000 Penalty: 13576.716797
	Iteration 27Q: 3 clusters Score -1.486037e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -14860553.000000 Penalty: 13576.716797
	Iteration 28Q: 3 clusters Score -1.486055e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -14860699.000000 Penalty: 13576.716797
	Iteration 29Q: 3 clusters Score -1.48607e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -14860805.000000 Penalty: 13576.716797
	Iteration 30Q: 3 clusters Score -1.48608e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -14860893.000000 Penalty: 13576.716797
	Iteration 31Q: 3 clusters Score -1.486089e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -14860959.000000 Penalty: 13576.716797
	Iteration 32Q: 3 clusters Score -1.486096e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -14860972.000000 Penalty: 13576.716797
	Iteration 33Q: 3 clusters Score -1.486097e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -14861054.000000 Penalty: 13576.716797
	Iteration 34Q: 3 clusters Score -1.486105e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -14861084.000000 Penalty: 13576.716797
	Iteration 35Q: 3 clusters Score -1.486108e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -14861073.000000 Penalty: 13576.716797
	Iteration 36Q: 3 clusters Score -1.486107e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -14861098.000000 Penalty: 13576.716797
	Iteration 37Q: 3 clusters Score -1.48611e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -14861145.000000 Penalty: 13576.716797
	Iteration 38Q: 3 clusters Score -1.486114e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -14861173.000000 Penalty: 13576.716797
	Iteration 39Q: 3 clusters Score -1.486117e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -14861228.000000 Penalty: 13576.716797
	Iteration 40F: 3 clusters Score -1.486123e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -14861253.000000 Penalty: 13576.716797
	Iteration 41Q: 3 clusters Score -1.486125e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -14861249.000000 Penalty: 13576.716797
	Iteration 42Q: 3 clusters Score -1.486125e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -14861276.000000 Penalty: 13576.716797
	Iteration 43Q: 3 clusters Score -1.486128e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -14861307.000000 Penalty: 13576.716797
	Iteration 44Q: 3 clusters Score -1.486131e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -14861296.000000 Penalty: 13576.716797
	Iteration 45Q: 3 clusters Score -1.48613e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -14861326.000000 Penalty: 13576.716797
	Iteration 46Q: 3 clusters Score -1.486133e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -14861322.000000 Penalty: 13576.716797
	Iteration 47Q: 3 clusters Score -1.486132e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -14861334.000000 Penalty: 13576.716797
	Iteration 48Q: 3 clusters Score -1.486133e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -14861348.000000 Penalty: 13576.716797
	Iteration 49Q: 3 clusters Score -1.486135e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -14861370.000000 Penalty: 13576.716797
	Iteration 50Q: 3 clusters Score -1.486137e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -14861378.000000 Penalty: 13576.716797
	Iteration 51Q: 3 clusters Score -1.486138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -14861395.000000 Penalty: 13576.716797
	Iteration 52Q: 3 clusters Score -1.48614e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -14861393.000000 Penalty: 13576.716797
	Iteration 53Q: 3 clusters Score -1.486139e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -14861397.000000 Penalty: 13576.716797
	Iteration 54Q: 3 clusters Score -1.48614e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -14861438.000000 Penalty: 13576.716797
	Iteration 55Q: 3 clusters Score -1.486144e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -14861422.000000 Penalty: 13576.716797
	Iteration 56Q: 3 clusters Score -1.486142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -14861419.000000 Penalty: 13576.716797
	Iteration 57Q: 3 clusters Score -1.486142e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -14861453.000000 Penalty: 13576.716797
	Iteration 58Q: 3 clusters Score -1.486145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -14861450.000000 Penalty: 13576.716797
	Iteration 59Q: 3 clusters Score -1.486145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -14861450.000000 Penalty: 13576.716797
	Iteration 60F: 3 clusters Score -1.486145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -14861463.000000 Penalty: 13576.716797
	Iteration 61Q: 3 clusters Score -1.486146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -14861459.000000 Penalty: 13576.716797
	Iteration 62Q: 3 clusters Score -1.486146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -14861455.000000 Penalty: 13576.716797
	Iteration 63Q: 3 clusters Score -1.486146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -14861455.000000 Penalty: 13576.716797
	Iteration 64F: 3 clusters Score -1.486146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Entering Unmasked Estep 
Score: -3815090.250000 Penalty: 5954.410156
	Iteration 0F: 2 clusters Score -3815090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3800618.500000 Penalty: 11908.820312
	Iteration 0F: 3 clusters Score -3800618 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3804253.750000 Penalty: 11908.820312
	Iteration 1F: 3 clusters Score -3804254 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3804832.000000 Penalty: 11908.820312
	Iteration 2F: 3 clusters Score -3804832 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3805235.000000 Penalty: 11908.820312
	Iteration 3Q: 3 clusters Score -3805235 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3805508.000000 Penalty: 11908.820312
	Iteration 4Q: 3 clusters Score -3805508 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3805676.500000 Penalty: 11908.820312
	Iteration 5Q: 3 clusters Score -3805676 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3805822.000000 Penalty: 11908.820312
	Iteration 6Q: 3 clusters Score -3805822 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3805941.250000 Penalty: 11908.820312
	Iteration 7Q: 3 clusters Score -3805941 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3806057.500000 Penalty: 11908.820312
	Iteration 8Q: 3 clusters Score -3806058 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3806157.000000 Penalty: 11908.820312
	Iteration 9Q: 3 clusters Score -3806157 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3806239.750000 Penalty: 11908.820312
	Iteration 10Q: 3 clusters Score -3806240 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3806331.750000 Penalty: 11908.820312
	Iteration 11Q: 3 clusters Score -3806332 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3806427.500000 Penalty: 11908.820312
	Iteration 12Q: 3 clusters Score -3806428 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3806562.250000 Penalty: 11908.820312
	Iteration 13Q: 3 clusters Score -3806562 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3806678.750000 Penalty: 11908.820312
	Iteration 14Q: 3 clusters Score -3806679 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3806805.000000 Penalty: 11908.820312
	Iteration 15Q: 3 clusters Score -3806805 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3806945.750000 Penalty: 11908.820312
	Iteration 16Q: 3 clusters Score -3806946 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3807083.250000 Penalty: 11908.820312
	Iteration 17Q: 3 clusters Score -3807083 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3807223.500000 Penalty: 11908.820312
	Iteration 18Q: 3 clusters Score -3807224 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3807364.000000 Penalty: 11908.820312
	Iteration 19Q: 3 clusters Score -3807364 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3807536.500000 Penalty: 11908.820312
	Iteration 20F: 3 clusters Score -3807536 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3807699.250000 Penalty: 11908.820312
	Iteration 21Q: 3 clusters Score -3807699 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3807905.750000 Penalty: 11908.820312
	Iteration 22Q: 3 clusters Score -3807906 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3808092.750000 Penalty: 11908.820312
	Iteration 23Q: 3 clusters Score -3808093 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3808273.750000 Penalty: 11908.820312
	Iteration 24Q: 3 clusters Score -3808274 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3808454.500000 Penalty: 11908.820312
	Iteration 25Q: 3 clusters Score -3808454 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3808589.750000 Penalty: 11908.820312
	Iteration 26Q: 3 clusters Score -3808590 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3808728.250000 Penalty: 11908.820312
	Iteration 27Q: 3 clusters Score -3808728 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3808841.000000 Penalty: 11908.820312
	Iteration 28Q: 3 clusters Score -3808841 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3808939.750000 Penalty: 11908.820312
	Iteration 29Q: 3 clusters Score -3808940 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3809021.000000 Penalty: 11908.820312
	Iteration 30Q: 3 clusters Score -3809021 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3809092.750000 Penalty: 11908.820312
	Iteration 31Q: 3 clusters Score -3809093 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3809187.750000 Penalty: 11908.820312
	Iteration 32Q: 3 clusters Score -3809188 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3809259.250000 Penalty: 11908.820312
	Iteration 33Q: 3 clusters Score -3809259 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3809341.500000 Penalty: 11908.820312
	Iteration 34Q: 3 clusters Score -3809342 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3809406.500000 Penalty: 11908.820312
	Iteration 35Q: 3 clusters Score -3809406 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3809453.250000 Penalty: 11908.820312
	Iteration 36Q: 3 clusters Score -3809453 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3809492.250000 Penalty: 11908.820312
	Iteration 37Q: 3 clusters Score -3809492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3809516.250000 Penalty: 11908.820312
	Iteration 38Q: 3 clusters Score -3809516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3809534.000000 Penalty: 11908.820312
	Iteration 39Q: 3 clusters Score -3809534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3809566.500000 Penalty: 11908.820312
	Iteration 40F: 3 clusters Score -3809566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3809582.000000 Penalty: 11908.820312
	Iteration 41Q: 3 clusters Score -3809582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3809593.250000 Penalty: 11908.820312
	Iteration 42Q: 3 clusters Score -3809593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3809621.500000 Penalty: 11908.820312
	Iteration 43Q: 3 clusters Score -3809622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3809632.250000 Penalty: 11908.820312
	Iteration 44Q: 3 clusters Score -3809632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3809648.250000 Penalty: 11908.820312
	Iteration 45Q: 3 clusters Score -3809648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3809658.000000 Penalty: 11908.820312
	Iteration 46Q: 3 clusters Score -3809658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3809674.750000 Penalty: 11908.820312
	Iteration 47Q: 3 clusters Score -3809675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3809673.750000 Penalty: 11908.820312
	Iteration 48Q: 3 clusters Score -3809674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3809681.250000 Penalty: 11908.820312
	Iteration 49Q: 3 clusters Score -3809681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3809683.750000 Penalty: 11908.820312
	Iteration 50Q: 3 clusters Score -3809684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3809683.500000 Penalty: 11908.820312
	Iteration 51Q: 3 clusters Score -3809684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3809686.750000 Penalty: 11908.820312
	Iteration 52Q: 3 clusters Score -3809687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3809694.500000 Penalty: 11908.820312
	Iteration 53Q: 3 clusters Score -3809694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3809695.000000 Penalty: 11908.820312
	Iteration 54Q: 3 clusters Score -3809695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3809690.000000 Penalty: 11908.820312
	Iteration 55Q: 3 clusters Score -3809690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3809692.500000 Penalty: 11908.820312
	Iteration 56Q: 3 clusters Score -3809692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3809694.000000 Penalty: 11908.820312
	Iteration 57Q: 3 clusters Score -3809694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3809692.500000 Penalty: 11908.820312
	Iteration 58Q: 3 clusters Score -3809692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3809696.000000 Penalty: 11908.820312
	Iteration 59Q: 3 clusters Score -3809696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3809707.500000 Penalty: 11908.820312
	Iteration 60F: 3 clusters Score -3809708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3809716.750000 Penalty: 11908.820312
	Iteration 61Q: 3 clusters Score -3809717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3809719.500000 Penalty: 11908.820312
	Iteration 62Q: 3 clusters Score -3809720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3809720.750000 Penalty: 11908.820312
	Iteration 63Q: 3 clusters Score -3809721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3809728.500000 Penalty: 11908.820312
	Iteration 64Q: 3 clusters Score -3809728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3809732.500000 Penalty: 11908.820312
	Iteration 65Q: 3 clusters Score -3809732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3809730.000000 Penalty: 11908.820312
	Iteration 66Q: 3 clusters Score -3809730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3809744.000000 Penalty: 11908.820312
	Iteration 67Q: 3 clusters Score -3809744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3809741.250000 Penalty: 11908.820312
	Iteration 68Q: 3 clusters Score -3809741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3809745.000000 Penalty: 11908.820312
	Iteration 69Q: 3 clusters Score -3809745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3809742.250000 Penalty: 11908.820312
	Iteration 70Q: 3 clusters Score -3809742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3809749.750000 Penalty: 11908.820312
	Iteration 71Q: 3 clusters Score -3809750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3809743.500000 Penalty: 11908.820312
	Iteration 72Q: 3 clusters Score -3809744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3809748.000000 Penalty: 11908.820312
	Iteration 73Q: 3 clusters Score -3809748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3809752.250000 Penalty: 11908.820312
	Iteration 74Q: 3 clusters Score -3809752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3809755.250000 Penalty: 11908.820312
	Iteration 75Q: 3 clusters Score -3809755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3809750.000000 Penalty: 11908.820312
	Iteration 76Q: 3 clusters Score -3809750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3809753.750000 Penalty: 11908.820312
	Iteration 77Q: 3 clusters Score -3809754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3809751.000000 Penalty: 11908.820312
	Iteration 78Q: 3 clusters Score -3809751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3809751.000000 Penalty: 11908.820312
	Iteration 79F: 3 clusters Score -3809751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -531846.812500 Penalty: 4784.089355
	Iteration 0F: 2 clusters Score -531846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -526561.625000 Penalty: 9568.178711
	Iteration 0F: 3 clusters Score -526561.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -527380.062500 Penalty: 9568.178711
	Iteration 1F: 3 clusters Score -527380.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -527633.625000 Penalty: 9568.178711
	Iteration 2F: 3 clusters Score -527633.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -527897.687500 Penalty: 9568.178711
	Iteration 3Q: 3 clusters Score -527897.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -528143.375000 Penalty: 9568.178711
	Iteration 4Q: 3 clusters Score -528143.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -528398.437500 Penalty: 9568.178711
	Iteration 5Q: 3 clusters Score -528398.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -528641.375000 Penalty: 9568.178711
	Iteration 6Q: 3 clusters Score -528641.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -528902.312500 Penalty: 9568.178711
	Iteration 7Q: 3 clusters Score -528902.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -529205.437500 Penalty: 9568.178711
	Iteration 8Q: 3 clusters Score -529205.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -529618.250000 Penalty: 9568.178711
	Iteration 9Q: 3 clusters Score -529618.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -529943.312500 Penalty: 9568.178711
	Iteration 10Q: 3 clusters Score -529943.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -530146.187500 Penalty: 9568.178711
	Iteration 11Q: 3 clusters Score -530146.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -530393.375000 Penalty: 9568.178711
	Iteration 12Q: 3 clusters Score -530393.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -530566.000000 Penalty: 9568.178711
	Iteration 13Q: 3 clusters Score -530566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -530734.875000 Penalty: 9568.178711
	Iteration 14Q: 3 clusters Score -530734.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -530875.500000 Penalty: 9568.178711
	Iteration 15Q: 3 clusters Score -530875.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -531000.437500 Penalty: 9568.178711
	Iteration 16Q: 3 clusters Score -531000.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -531186.000000 Penalty: 9568.178711
	Iteration 17Q: 3 clusters Score -531186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -531328.625000 Penalty: 9568.178711
	Iteration 18Q: 3 clusters Score -531328.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -531390.000000 Penalty: 9568.178711
	Iteration 19Q: 3 clusters Score -531390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -531406.562500 Penalty: 9568.178711
	Iteration 20F: 3 clusters Score -531406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -531421.750000 Penalty: 9568.178711
	Iteration 21Q: 3 clusters Score -531421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -531427.125000 Penalty: 9568.178711
	Iteration 22Q: 3 clusters Score -531427.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -531433.562500 Penalty: 9568.178711
	Iteration 23Q: 3 clusters Score -531433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -531439.750000 Penalty: 9568.178711
	Iteration 24Q: 3 clusters Score -531439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -531453.437500 Penalty: 9568.178711
	Iteration 25Q: 3 clusters Score -531453.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -531474.687500 Penalty: 9568.178711
	Iteration 26Q: 3 clusters Score -531474.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -531491.937500 Penalty: 9568.178711
	Iteration 27Q: 3 clusters Score -531491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -531514.500000 Penalty: 9568.178711
	Iteration 28Q: 3 clusters Score -531514.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -531538.687500 Penalty: 9568.178711
	Iteration 29Q: 3 clusters Score -531538.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -531550.062500 Penalty: 9568.178711
	Iteration 30Q: 3 clusters Score -531550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -531561.375000 Penalty: 9568.178711
	Iteration 31Q: 3 clusters Score -531561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -531570.562500 Penalty: 9568.178711
	Iteration 32Q: 3 clusters Score -531570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -531577.250000 Penalty: 9568.178711
	Iteration 33Q: 3 clusters Score -531577.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -531582.750000 Penalty: 9568.178711
	Iteration 34Q: 3 clusters Score -531582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -531591.187500 Penalty: 9568.178711
	Iteration 35Q: 3 clusters Score -531591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -531598.875000 Penalty: 9568.178711
	Iteration 36Q: 3 clusters Score -531598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -531600.562500 Penalty: 9568.178711
	Iteration 37Q: 3 clusters Score -531600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -531606.937500 Penalty: 9568.178711
	Iteration 38Q: 3 clusters Score -531606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -531612.375000 Penalty: 9568.178711
	Iteration 39Q: 3 clusters Score -531612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -531617.375000 Penalty: 9568.178711
	Iteration 40F: 3 clusters Score -531617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -531620.625000 Penalty: 9568.178711
	Iteration 41Q: 3 clusters Score -531620.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -531620.625000 Penalty: 9568.178711
	Iteration 42F: 3 clusters Score -531620.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Entering Unmasked Estep 
Score: -3950676.750000 Penalty: 5974.645508
	Iteration 0F: 2 clusters Score -3950677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3935985.250000 Penalty: 11949.291016
	Iteration 0F: 3 clusters Score -3935985 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3939665.000000 Penalty: 11949.291016
	Iteration 1F: 3 clusters Score -3939665 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3940323.000000 Penalty: 11949.291016
	Iteration 2F: 3 clusters Score -3940323 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3940782.000000 Penalty: 11949.291016
	Iteration 3F: 3 clusters Score -3940782 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3941173.250000 Penalty: 11949.291016
	Iteration 4Q: 3 clusters Score -3941173 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3941516.000000 Penalty: 11949.291016
	Iteration 5Q: 3 clusters Score -3941516 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3941844.250000 Penalty: 11949.291016
	Iteration 6Q: 3 clusters Score -3941844 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -3942177.250000 Penalty: 11949.291016
	Iteration 7Q: 3 clusters Score -3942177 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -3942506.500000 Penalty: 11949.291016
	Iteration 8Q: 3 clusters Score -3942506 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3942832.750000 Penalty: 11949.291016
	Iteration 9Q: 3 clusters Score -3942833 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3943181.250000 Penalty: 11949.291016
	Iteration 10Q: 3 clusters Score -3943181 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3943502.000000 Penalty: 11949.291016
	Iteration 11Q: 3 clusters Score -3943502 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3943858.250000 Penalty: 11949.291016
	Iteration 12Q: 3 clusters Score -3943858 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3944177.000000 Penalty: 11949.291016
	Iteration 13Q: 3 clusters Score -3944177 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3944419.500000 Penalty: 11949.291016
	Iteration 14Q: 3 clusters Score -3944420 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3944634.500000 Penalty: 11949.291016
	Iteration 15Q: 3 clusters Score -3944634 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3944829.500000 Penalty: 11949.291016
	Iteration 16Q: 3 clusters Score -3944830 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3945005.500000 Penalty: 11949.291016
	Iteration 17Q: 3 clusters Score -3945006 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3945108.250000 Penalty: 11949.291016
	Iteration 18Q: 3 clusters Score -3945108 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3945189.500000 Penalty: 11949.291016
	Iteration 19Q: 3 clusters Score -3945190 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3945258.000000 Penalty: 11949.291016
	Iteration 20F: 3 clusters Score -3945258 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3945329.500000 Penalty: 11949.291016
	Iteration 21Q: 3 clusters Score -3945330 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3945366.500000 Penalty: 11949.291016
	Iteration 22Q: 3 clusters Score -3945366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3945401.500000 Penalty: 11949.291016
	Iteration 23Q: 3 clusters Score -3945402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3945415.750000 Penalty: 11949.291016
	Iteration 24Q: 3 clusters Score -3945416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3945446.250000 Penalty: 11949.291016
	Iteration 25Q: 3 clusters Score -3945446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3945468.000000 Penalty: 11949.291016
	Iteration 26Q: 3 clusters Score -3945468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3945465.250000 Penalty: 11949.291016
	Iteration 27Q: 3 clusters Score -3945465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3945476.000000 Penalty: 11949.291016
	Iteration 28Q: 3 clusters Score -3945476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3945491.250000 Penalty: 11949.291016
	Iteration 29Q: 3 clusters Score -3945491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3945494.000000 Penalty: 11949.291016
	Iteration 30Q: 3 clusters Score -3945494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3945494.250000 Penalty: 11949.291016
	Iteration 31Q: 3 clusters Score -3945494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3945500.750000 Penalty: 11949.291016
	Iteration 32Q: 3 clusters Score -3945501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3945507.250000 Penalty: 11949.291016
	Iteration 33Q: 3 clusters Score -3945507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3945504.750000 Penalty: 11949.291016
	Iteration 34Q: 3 clusters Score -3945505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3945510.500000 Penalty: 11949.291016
	Iteration 35Q: 3 clusters Score -3945510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3945508.750000 Penalty: 11949.291016
	Iteration 36Q: 3 clusters Score -3945509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3945512.500000 Penalty: 11949.291016
	Iteration 37Q: 3 clusters Score -3945512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3945512.500000 Penalty: 11949.291016
	Iteration 38F: 3 clusters Score -3945512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -3393674.250000 Penalty: 5893.791504
	Iteration 0F: 2 clusters Score -3393674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3380450.250000 Penalty: 11787.583008
	Iteration 0F: 3 clusters Score -3380450 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3384214.000000 Penalty: 11787.583008
	Iteration 1F: 3 clusters Score -3384214 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3385415.000000 Penalty: 11787.583008
	Iteration 2F: 3 clusters Score -3385415 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3386415.250000 Penalty: 11787.583008
	Iteration 3F: 3 clusters Score -3386415 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3387330.250000 Penalty: 11787.583008
	Iteration 4F: 3 clusters Score -3387330 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3388233.750000 Penalty: 11787.583008
	Iteration 5F: 3 clusters Score -3388234 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3389001.500000 Penalty: 11787.583008
	Iteration 6F: 3 clusters Score -3389002 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -3389631.000000 Penalty: 11787.583008
	Iteration 7Q: 3 clusters Score -3389631 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3390079.250000 Penalty: 11787.583008
	Iteration 8Q: 3 clusters Score -3390079 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3390358.500000 Penalty: 11787.583008
	Iteration 9Q: 3 clusters Score -3390358 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3390546.750000 Penalty: 11787.583008
	Iteration 10Q: 3 clusters Score -3390547 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3390703.750000 Penalty: 11787.583008
	Iteration 11Q: 3 clusters Score -3390704 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3390795.250000 Penalty: 11787.583008
	Iteration 12Q: 3 clusters Score -3390795 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3390883.500000 Penalty: 11787.583008
	Iteration 13Q: 3 clusters Score -3390884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3390941.750000 Penalty: 11787.583008
	Iteration 14Q: 3 clusters Score -3390942 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3390993.000000 Penalty: 11787.583008
	Iteration 15Q: 3 clusters Score -3390993 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3391030.250000 Penalty: 11787.583008
	Iteration 16Q: 3 clusters Score -3391030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3391057.500000 Penalty: 11787.583008
	Iteration 17Q: 3 clusters Score -3391058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3391078.250000 Penalty: 11787.583008
	Iteration 18Q: 3 clusters Score -3391078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3391097.500000 Penalty: 11787.583008
	Iteration 19Q: 3 clusters Score -3391098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3391112.750000 Penalty: 11787.583008
	Iteration 20F: 3 clusters Score -3391113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3391120.000000 Penalty: 11787.583008
	Iteration 21Q: 3 clusters Score -3391120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3391122.250000 Penalty: 11787.583008
	Iteration 22Q: 3 clusters Score -3391122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3391136.750000 Penalty: 11787.583008
	Iteration 23Q: 3 clusters Score -3391137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3391142.750000 Penalty: 11787.583008
	Iteration 24Q: 3 clusters Score -3391143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3391146.250000 Penalty: 11787.583008
	Iteration 25Q: 3 clusters Score -3391146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3391147.000000 Penalty: 11787.583008
	Iteration 26Q: 3 clusters Score -3391147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3391151.750000 Penalty: 11787.583008
	Iteration 27Q: 3 clusters Score -3391152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3391157.250000 Penalty: 11787.583008
	Iteration 28Q: 3 clusters Score -3391157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3391158.000000 Penalty: 11787.583008
	Iteration 29Q: 3 clusters Score -3391158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3391161.750000 Penalty: 11787.583008
	Iteration 30Q: 3 clusters Score -3391162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3391159.000000 Penalty: 11787.583008
	Iteration 31Q: 3 clusters Score -3391159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3391161.500000 Penalty: 11787.583008
	Iteration 32Q: 3 clusters Score -3391162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3391165.000000 Penalty: 11787.583008
	Iteration 33Q: 3 clusters Score -3391165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3391171.000000 Penalty: 11787.583008
	Iteration 34Q: 3 clusters Score -3391171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3391166.500000 Penalty: 11787.583008
	Iteration 35Q: 3 clusters Score -3391166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3391164.250000 Penalty: 11787.583008
	Iteration 36Q: 3 clusters Score -3391164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3391165.000000 Penalty: 11787.583008
	Iteration 37Q: 3 clusters Score -3391165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3391168.500000 Penalty: 11787.583008
	Iteration 38Q: 3 clusters Score -3391168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3391168.500000 Penalty: 11787.583008
	Iteration 39F: 3 clusters Score -3391168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (145739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145739 members 
Entering Unmasked Estep 
Score: -33273524.000000 Penalty: 7282.363281
	Iteration 0F: 2 clusters Score -3.327352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -33186042.000000 Penalty: 14564.726562
	Iteration 0F: 3 clusters Score -3.318604e+07 nChanged 67964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -33224038.000000 Penalty: 14564.726562
	Iteration 1F: 3 clusters Score -3.322404e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -33225464.000000 Penalty: 14564.726562
	Iteration 2Q: 3 clusters Score -3.322546e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -33226932.000000 Penalty: 14564.726562
	Iteration 3Q: 3 clusters Score -3.322693e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -33228342.000000 Penalty: 14564.726562
	Iteration 4Q: 3 clusters Score -3.322834e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -33230134.000000 Penalty: 14564.726562
	Iteration 5Q: 3 clusters Score -3.323013e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -33232656.000000 Penalty: 14564.726562
	Iteration 6Q: 3 clusters Score -3.323266e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -33236034.000000 Penalty: 14564.726562
	Iteration 7Q: 3 clusters Score -3.323603e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87601 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -33240202.000000 Penalty: 14564.726562
	Iteration 8F: 3 clusters Score -3.32402e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -33245094.000000 Penalty: 14564.726562
	Iteration 9F: 3 clusters Score -3.324509e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98500 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -33250152.000000 Penalty: 14564.726562
	Iteration 10F: 3 clusters Score -3.325015e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104802 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -33254956.000000 Penalty: 14564.726562
	Iteration 11F: 3 clusters Score -3.325496e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111215 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -33259332.000000 Penalty: 14564.726562
	Iteration 12Q: 3 clusters Score -3.325933e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117415 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -33263350.000000 Penalty: 14564.726562
	Iteration 13Q: 3 clusters Score -3.326335e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122871 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -33265898.000000 Penalty: 14564.726562
	Iteration 14Q: 3 clusters Score -3.32659e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127582 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -33267334.000000 Penalty: 14564.726562
	Iteration 15Q: 3 clusters Score -3.326733e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131245 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -33268192.000000 Penalty: 14564.726562
	Iteration 16Q: 3 clusters Score -3.326819e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133919 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -33268534.000000 Penalty: 14564.726562
	Iteration 17Q: 3 clusters Score -3.326853e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135884 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -33268910.000000 Penalty: 14564.726562
	Iteration 18Q: 3 clusters Score -3.326891e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137308 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -33269038.000000 Penalty: 14564.726562
	Iteration 19Q: 3 clusters Score -3.326904e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138279 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -33269126.000000 Penalty: 14564.726562
	Iteration 20F: 3 clusters Score -3.326913e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138981 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -33269306.000000 Penalty: 14564.726562
	Iteration 21Q: 3 clusters Score -3.326931e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139515 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -33269466.000000 Penalty: 14564.726562
	Iteration 22Q: 3 clusters Score -3.326947e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139946 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -33269618.000000 Penalty: 14564.726562
	Iteration 23Q: 3 clusters Score -3.326962e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140259 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -33269630.000000 Penalty: 14564.726562
	Iteration 24Q: 3 clusters Score -3.326963e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140532 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -33269642.000000 Penalty: 14564.726562
	Iteration 25Q: 3 clusters Score -3.326964e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140730 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -33269698.000000 Penalty: 14564.726562
	Iteration 26Q: 3 clusters Score -3.32697e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140901 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -33269712.000000 Penalty: 14564.726562
	Iteration 27Q: 3 clusters Score -3.326971e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141028 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -33269742.000000 Penalty: 14564.726562
	Iteration 28Q: 3 clusters Score -3.326974e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141145 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -33269762.000000 Penalty: 14564.726562
	Iteration 29Q: 3 clusters Score -3.326976e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141250 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -33269844.000000 Penalty: 14564.726562
	Iteration 30Q: 3 clusters Score -3.326984e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141333 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -33269832.000000 Penalty: 14564.726562
	Iteration 31Q: 3 clusters Score -3.326983e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141410 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -33269852.000000 Penalty: 14564.726562
	Iteration 32Q: 3 clusters Score -3.326985e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141463 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -33269852.000000 Penalty: 14564.726562
	Iteration 33Q: 3 clusters Score -3.326985e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141507 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -33269878.000000 Penalty: 14564.726562
	Iteration 34Q: 3 clusters Score -3.326988e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141536 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -33269854.000000 Penalty: 14564.726562
	Iteration 35Q: 3 clusters Score -3.326985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141579 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -33269900.000000 Penalty: 14564.726562
	Iteration 36Q: 3 clusters Score -3.32699e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141603 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -33269878.000000 Penalty: 14564.726562
	Iteration 37Q: 3 clusters Score -3.326988e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141634 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -33269882.000000 Penalty: 14564.726562
	Iteration 38Q: 3 clusters Score -3.326988e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141673 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -33269908.000000 Penalty: 14564.726562
	Iteration 39Q: 3 clusters Score -3.326991e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141696 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -33269890.000000 Penalty: 14564.726562
	Iteration 40F: 3 clusters Score -3.326989e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141714 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -33269924.000000 Penalty: 14564.726562
	Iteration 41Q: 3 clusters Score -3.326992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141730 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -33269890.000000 Penalty: 14564.726562
	Iteration 42Q: 3 clusters Score -3.326989e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141742 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -33269884.000000 Penalty: 14564.726562
	Iteration 43Q: 3 clusters Score -3.326988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141756 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -33269884.000000 Penalty: 14564.726562
	Iteration 44Q: 3 clusters Score -3.326988e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141769 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -33269902.000000 Penalty: 14564.726562
	Iteration 45Q: 3 clusters Score -3.32699e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141785 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -33269906.000000 Penalty: 14564.726562
	Iteration 46Q: 3 clusters Score -3.326991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141804 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -33269902.000000 Penalty: 14564.726562
	Iteration 47Q: 3 clusters Score -3.32699e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141821 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -33269900.000000 Penalty: 14564.726562
	Iteration 48Q: 3 clusters Score -3.32699e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141841 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -33269906.000000 Penalty: 14564.726562
	Iteration 49Q: 3 clusters Score -3.326991e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141864 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -33269952.000000 Penalty: 14564.726562
	Iteration 50Q: 3 clusters Score -3.326995e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141890 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -33269946.000000 Penalty: 14564.726562
	Iteration 51Q: 3 clusters Score -3.326995e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141919 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -33269936.000000 Penalty: 14564.726562
	Iteration 52Q: 3 clusters Score -3.326994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141934 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -33269940.000000 Penalty: 14564.726562
	Iteration 53Q: 3 clusters Score -3.326994e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141954 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -33269934.000000 Penalty: 14564.726562
	Iteration 54Q: 3 clusters Score -3.326993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141964 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -33269930.000000 Penalty: 14564.726562
	Iteration 55Q: 3 clusters Score -3.326993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141973 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -33269934.000000 Penalty: 14564.726562
	Iteration 56Q: 3 clusters Score -3.326993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141991 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -33269990.000000 Penalty: 14564.726562
	Iteration 57Q: 3 clusters Score -3.326999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142003 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -33269980.000000 Penalty: 14564.726562
	Iteration 58Q: 3 clusters Score -3.326998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142014 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -33269988.000000 Penalty: 14564.726562
	Iteration 59Q: 3 clusters Score -3.326999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142018 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -33269986.000000 Penalty: 14564.726562
	Iteration 60F: 3 clusters Score -3.326999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -33269994.000000 Penalty: 14564.726562
	Iteration 61Q: 3 clusters Score -3.326999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -33270028.000000 Penalty: 14564.726562
	Iteration 62Q: 3 clusters Score -3.327003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142030 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -33270036.000000 Penalty: 14564.726562
	Iteration 63Q: 3 clusters Score -3.327004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -33269992.000000 Penalty: 14564.726562
	Iteration 64Q: 3 clusters Score -3.326999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142030 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -33270032.000000 Penalty: 14564.726562
	Iteration 65Q: 3 clusters Score -3.327003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142032 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -33270014.000000 Penalty: 14564.726562
	Iteration 66Q: 3 clusters Score -3.327001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142039 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -33270002.000000 Penalty: 14564.726562
	Iteration 67Q: 3 clusters Score -3.327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142044 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -33270018.000000 Penalty: 14564.726562
	Iteration 68Q: 3 clusters Score -3.327002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142048 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -33270018.000000 Penalty: 14564.726562
	Iteration 69Q: 3 clusters Score -3.327002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142053 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -33270018.000000 Penalty: 14564.726562
	Iteration 70Q: 3 clusters Score -3.327002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142050 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -33270004.000000 Penalty: 14564.726562
	Iteration 71Q: 3 clusters Score -3.327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142052 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -33270024.000000 Penalty: 14564.726562
	Iteration 72Q: 3 clusters Score -3.327002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142055 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -33270018.000000 Penalty: 14564.726562
	Iteration 73Q: 3 clusters Score -3.327002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142059 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -33270028.000000 Penalty: 14564.726562
	Iteration 74Q: 3 clusters Score -3.327003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142063 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -33270024.000000 Penalty: 14564.726562
	Iteration 75Q: 3 clusters Score -3.327002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142065 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -33270060.000000 Penalty: 14564.726562
	Iteration 76Q: 3 clusters Score -3.327006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142066 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -33270044.000000 Penalty: 14564.726562
	Iteration 77Q: 3 clusters Score -3.327004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142066 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -33270046.000000 Penalty: 14564.726562
	Iteration 78Q: 3 clusters Score -3.327005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142067 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -33270030.000000 Penalty: 14564.726562
	Iteration 79Q: 3 clusters Score -3.327003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142065 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -33270072.000000 Penalty: 14564.726562
	Iteration 80F: 3 clusters Score -3.327007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142071 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -33270060.000000 Penalty: 14564.726562
	Iteration 81Q: 3 clusters Score -3.327006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142078 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -33270020.000000 Penalty: 14564.726562
	Iteration 82Q: 3 clusters Score -3.327002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142084 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -33270030.000000 Penalty: 14564.726562
	Iteration 83Q: 3 clusters Score -3.327003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142094 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -33270020.000000 Penalty: 14564.726562
	Iteration 84Q: 3 clusters Score -3.327002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142099 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -33270034.000000 Penalty: 14564.726562
	Iteration 85Q: 3 clusters Score -3.327003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142104 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -33270038.000000 Penalty: 14564.726562
	Iteration 86Q: 3 clusters Score -3.327004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142110 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -33270036.000000 Penalty: 14564.726562
	Iteration 87Q: 3 clusters Score -3.327004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142114 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -33270050.000000 Penalty: 14564.726562
	Iteration 88Q: 3 clusters Score -3.327005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142120 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -33270064.000000 Penalty: 14564.726562
	Iteration 89Q: 3 clusters Score -3.327006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142125 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -33270068.000000 Penalty: 14564.726562
	Iteration 90Q: 3 clusters Score -3.327007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142129 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -33270068.000000 Penalty: 14564.726562
	Iteration 91Q: 3 clusters Score -3.327007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142132 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -33270056.000000 Penalty: 14564.726562
	Iteration 92Q: 3 clusters Score -3.327006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142133 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -33270058.000000 Penalty: 14564.726562
	Iteration 93Q: 3 clusters Score -3.327006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142133 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -33270058.000000 Penalty: 14564.726562
	Iteration 94F: 3 clusters Score -3.327006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -178430.875000 Penalty: 4141.463379
	Iteration 0F: 2 clusters Score -178430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -174678.031250 Penalty: 8282.926758
	Iteration 0F: 3 clusters Score -174678 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -175114.921875 Penalty: 8282.926758
	Iteration 1F: 3 clusters Score -175114.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -175269.671875 Penalty: 8282.926758
	Iteration 2F: 3 clusters Score -175269.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -175333.640625 Penalty: 8282.926758
	Iteration 3Q: 3 clusters Score -175333.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -175411.921875 Penalty: 8282.926758
	Iteration 4Q: 3 clusters Score -175411.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -175460.156250 Penalty: 8282.926758
	Iteration 5Q: 3 clusters Score -175460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -175478.390625 Penalty: 8282.926758
	Iteration 6Q: 3 clusters Score -175478.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -175504.453125 Penalty: 8282.926758
	Iteration 7Q: 3 clusters Score -175504.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -175539.359375 Penalty: 8282.926758
	Iteration 8Q: 3 clusters Score -175539.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -175560.109375 Penalty: 8282.926758
	Iteration 9Q: 3 clusters Score -175560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -175570.140625 Penalty: 8282.926758
	Iteration 10Q: 3 clusters Score -175570.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -175584.140625 Penalty: 8282.926758
	Iteration 11Q: 3 clusters Score -175584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -175607.375000 Penalty: 8282.926758
	Iteration 12Q: 3 clusters Score -175607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -175617.328125 Penalty: 8282.926758
	Iteration 13Q: 3 clusters Score -175617.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -175640.046875 Penalty: 8282.926758
	Iteration 14Q: 3 clusters Score -175640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -175660.937500 Penalty: 8282.926758
	Iteration 15Q: 3 clusters Score -175660.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -175679.750000 Penalty: 8282.926758
	Iteration 16Q: 3 clusters Score -175679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175697.468750 Penalty: 8282.926758
	Iteration 17Q: 3 clusters Score -175697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -175709.312500 Penalty: 8282.926758
	Iteration 18Q: 3 clusters Score -175709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -175722.031250 Penalty: 8282.926758
	Iteration 19Q: 3 clusters Score -175722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -175735.156250 Penalty: 8282.926758
	Iteration 20F: 3 clusters Score -175735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -175747.671875 Penalty: 8282.926758
	Iteration 21Q: 3 clusters Score -175747.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -175766.125000 Penalty: 8282.926758
	Iteration 22Q: 3 clusters Score -175766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -175786.500000 Penalty: 8282.926758
	Iteration 23Q: 3 clusters Score -175786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -175798.468750 Penalty: 8282.926758
	Iteration 24Q: 3 clusters Score -175798.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175823.640625 Penalty: 8282.926758
	Iteration 25Q: 3 clusters Score -175823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175912.671875 Penalty: 8282.926758
	Iteration 26Q: 3 clusters Score -175912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175954.125000 Penalty: 8282.926758
	Iteration 27Q: 3 clusters Score -175954.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -175979.046875 Penalty: 8282.926758
	Iteration 28Q: 3 clusters Score -175979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -175998.156250 Penalty: 8282.926758
	Iteration 29Q: 3 clusters Score -175998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -176019.546875 Penalty: 8282.926758
	Iteration 30Q: 3 clusters Score -176019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -176031.343750 Penalty: 8282.926758
	Iteration 31Q: 3 clusters Score -176031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -176033.437500 Penalty: 8282.926758
	Iteration 32Q: 3 clusters Score -176033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -176034.875000 Penalty: 8282.926758
	Iteration 33Q: 3 clusters Score -176034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -176041.843750 Penalty: 8282.926758
	Iteration 34Q: 3 clusters Score -176041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -176041.843750 Penalty: 8282.926758
	Iteration 35F: 3 clusters Score -176041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 17002 members 
Mstep: Class 3 contains 21644 members 
Mstep: Class 4 contains 120327 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 99062 members 
Mstep: Class 7 contains 103207 members 
Mstep: Class 8 contains 16580 members 
Mstep: Class 9 contains 11509 members 
Mstep: Class 10 contains 52165 members 
Mstep: Class 11 contains 61943 members 
Mstep: Class 12 contains 37602 members 
Mstep: Class 14 contains 73076 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 59813 members 
Mstep: Class 17 contains 15419 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 65058 members 
Mstep: Class 20 contains 16672 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17232 members 
Mstep: Class 23 contains 15101 members 
Mstep: Class 24 contains 145739 members 
Mstep: Class 25 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272422688.000000 Penalty: 231727.812500
Iteration 79Q: 28 clusters Score -2.724227e+08 nChanged 17387
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116319 members 
Mstep: Class 2 contains 17148 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 120889 members 
Mstep: Class 5 contains 13480 members 
Mstep: Class 6 contains 98807 members 
Mstep: Class 7 contains 107176 members 
Mstep: Class 8 contains 16643 members 
Mstep: Class 9 contains 11591 members 
Mstep: Class 10 contains 52756 members 
Mstep: Class 11 contains 61477 members 
Mstep: Class 12 contains 37746 members 
Mstep: Class 13 contains 32782 members 
Mstep: Class 14 contains 71942 members 
Mstep: Class 15 contains 15867 members 
Mstep: Class 16 contains 59499 members 
Mstep: Class 17 contains 15462 members 
Mstep: Class 18 contains 6354 members 
Mstep: Class 19 contains 65619 members 
Mstep: Class 20 contains 16756 members 
Mstep: Class 21 contains 2469 members 
Mstep: Class 22 contains 17258 members 
Mstep: Class 23 contains 15106 members 
Mstep: Class 24 contains 145949 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 17952 members 
Mstep: Class 27 contains 57766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272429792.000000 Penalty: 231727.812500
Iteration 80F: 28 clusters Score -2.724298e+08 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 17229 members 
Mstep: Class 3 contains 21818 members 
Mstep: Class 4 contains 120631 members 
Mstep: Class 5 contains 13328 members 
Mstep: Class 6 contains 98355 members 
Mstep: Class 7 contains 107167 members 
Mstep: Class 8 contains 16664 members 
Mstep: Class 9 contains 11574 members 
Mstep: Class 10 contains 52301 members 
Mstep: Class 11 contains 60951 members 
Mstep: Class 12 contains 37601 members 
Mstep: Class 13 contains 34425 members 
Mstep: Class 14 contains 71038 members 
Mstep: Class 15 contains 15747 members 
Mstep: Class 16 contains 59314 members 
Mstep: Class 17 contains 15485 members 
Mstep: Class 18 contains 6389 members 
Mstep: Class 19 contains 65576 members 
Mstep: Class 20 contains 16866 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17114 members 
Mstep: Class 23 contains 15129 members 
Mstep: Class 24 contains 145960 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 18417 members 
Mstep: Class 27 contains 58792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432608.000000 Penalty: 231727.812500
Iteration 81Q: 28 clusters Score -2.724326e+08 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116276 members 
Mstep: Class 2 contains 17311 members 
Mstep: Class 3 contains 21886 members 
Mstep: Class 4 contains 120491 members 
Mstep: Class 5 contains 13226 members 
Mstep: Class 6 contains 98168 members 
Mstep: Class 7 contains 107333 members 
Mstep: Class 8 contains 16666 members 
Mstep: Class 9 contains 11556 members 
Mstep: Class 10 contains 51932 members 
Mstep: Class 11 contains 60609 members 
Mstep: Class 12 contains 37491 members 
Mstep: Class 13 contains 35307 members 
Mstep: Class 14 contains 70462 members 
Mstep: Class 15 contains 15702 members 
Mstep: Class 16 contains 59135 members 
Mstep: Class 17 contains 15498 members 
Mstep: Class 18 contains 6428 members 
Mstep: Class 19 contains 65524 members 
Mstep: Class 20 contains 16999 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17031 members 
Mstep: Class 23 contains 15144 members 
Mstep: Class 24 contains 145924 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 18648 members 
Mstep: Class 27 contains 59355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433088.000000 Penalty: 231727.812500
Iteration 82Q: 28 clusters Score -2.724331e+08 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116349 members 
Mstep: Class 2 contains 17374 members 
Mstep: Class 3 contains 21941 members 
Mstep: Class 4 contains 120362 members 
Mstep: Class 5 contains 13167 members 
Mstep: Class 6 contains 98042 members 
Mstep: Class 7 contains 107554 members 
Mstep: Class 8 contains 16660 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 51563 members 
Mstep: Class 11 contains 60323 members 
Mstep: Class 12 contains 37418 members 
Mstep: Class 13 contains 35964 members 
Mstep: Class 14 contains 70027 members 
Mstep: Class 15 contains 15670 members 
Mstep: Class 16 contains 59000 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 65471 members 
Mstep: Class 20 contains 17134 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16983 members 
Mstep: Class 23 contains 15158 members 
Mstep: Class 24 contains 145890 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 18810 members 
Mstep: Class 27 contains 59732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433504.000000 Penalty: 231727.812500
Iteration 83Q: 28 clusters Score -2.724335e+08 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116424 members 
Mstep: Class 2 contains 17428 members 
Mstep: Class 3 contains 21985 members 
Mstep: Class 4 contains 120274 members 
Mstep: Class 5 contains 13128 members 
Mstep: Class 6 contains 97959 members 
Mstep: Class 7 contains 107696 members 
Mstep: Class 8 contains 16668 members 
Mstep: Class 9 contains 11548 members 
Mstep: Class 10 contains 51254 members 
Mstep: Class 11 contains 60082 members 
Mstep: Class 12 contains 37377 members 
Mstep: Class 13 contains 36471 members 
Mstep: Class 14 contains 69707 members 
Mstep: Class 15 contains 15643 members 
Mstep: Class 16 contains 58902 members 
Mstep: Class 17 contains 15505 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 65434 members 
Mstep: Class 20 contains 17254 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16954 members 
Mstep: Class 23 contains 15173 members 
Mstep: Class 24 contains 145846 members 
Mstep: Class 25 contains 866 members 
Mstep: Class 26 contains 18902 members 
Mstep: Class 27 contains 60020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433696.000000 Penalty: 231727.812500
Iteration 84Q: 28 clusters Score -2.724337e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116485 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 22024 members 
Mstep: Class 4 contains 120208 members 
Mstep: Class 5 contains 13103 members 
Mstep: Class 6 contains 97864 members 
Mstep: Class 7 contains 107807 members 
Mstep: Class 8 contains 16675 members 
Mstep: Class 9 contains 11535 members 
Mstep: Class 10 contains 50990 members 
Mstep: Class 11 contains 59892 members 
Mstep: Class 12 contains 37340 members 
Mstep: Class 13 contains 36909 members 
Mstep: Class 14 contains 69463 members 
Mstep: Class 15 contains 15622 members 
Mstep: Class 16 contains 58836 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 6493 members 
Mstep: Class 19 contains 65379 members 
Mstep: Class 20 contains 17364 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16938 members 
Mstep: Class 23 contains 15188 members 
Mstep: Class 24 contains 145801 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 18961 members 
Mstep: Class 27 contains 60236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433824.000000 Penalty: 231727.812500
Iteration 85Q: 28 clusters Score -2.724338e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116526 members 
Mstep: Class 2 contains 17528 members 
Mstep: Class 3 contains 22055 members 
Mstep: Class 4 contains 120167 members 
Mstep: Class 5 contains 13092 members 
Mstep: Class 6 contains 97741 members 
Mstep: Class 7 contains 107913 members 
Mstep: Class 8 contains 16684 members 
Mstep: Class 9 contains 11524 members 
Mstep: Class 10 contains 50742 members 
Mstep: Class 11 contains 59732 members 
Mstep: Class 12 contains 37313 members 
Mstep: Class 13 contains 37311 members 
Mstep: Class 14 contains 69244 members 
Mstep: Class 15 contains 15616 members 
Mstep: Class 16 contains 58763 members 
Mstep: Class 17 contains 15519 members 
Mstep: Class 18 contains 6502 members 
Mstep: Class 19 contains 65341 members 
Mstep: Class 20 contains 17487 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16931 members 
Mstep: Class 23 contains 15203 members 
Mstep: Class 24 contains 145748 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 19001 members 
Mstep: Class 27 contains 60416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434080.000000 Penalty: 231727.812500
Iteration 86Q: 28 clusters Score -2.724341e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 17552 members 
Mstep: Class 3 contains 22087 members 
Mstep: Class 4 contains 120134 members 
Mstep: Class 5 contains 13083 members 
Mstep: Class 6 contains 97630 members 
Mstep: Class 7 contains 107992 members 
Mstep: Class 8 contains 16686 members 
Mstep: Class 9 contains 11515 members 
Mstep: Class 10 contains 50563 members 
Mstep: Class 11 contains 59593 members 
Mstep: Class 12 contains 37285 members 
Mstep: Class 13 contains 37629 members 
Mstep: Class 14 contains 69077 members 
Mstep: Class 15 contains 15628 members 
Mstep: Class 16 contains 58708 members 
Mstep: Class 17 contains 15521 members 
Mstep: Class 18 contains 6511 members 
Mstep: Class 19 contains 65312 members 
Mstep: Class 20 contains 17622 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16926 members 
Mstep: Class 23 contains 15213 members 
Mstep: Class 24 contains 145692 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 19038 members 
Mstep: Class 27 contains 60535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434560.000000 Penalty: 231727.812500
Iteration 87Q: 28 clusters Score -2.724346e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116613 members 
Mstep: Class 2 contains 17584 members 
Mstep: Class 3 contains 22108 members 
Mstep: Class 4 contains 120098 members 
Mstep: Class 5 contains 13090 members 
Mstep: Class 6 contains 97550 members 
Mstep: Class 7 contains 108038 members 
Mstep: Class 8 contains 16700 members 
Mstep: Class 9 contains 11510 members 
Mstep: Class 10 contains 50405 members 
Mstep: Class 11 contains 59481 members 
Mstep: Class 12 contains 37253 members 
Mstep: Class 13 contains 37896 members 
Mstep: Class 14 contains 68915 members 
Mstep: Class 15 contains 15632 members 
Mstep: Class 16 contains 58674 members 
Mstep: Class 17 contains 15528 members 
Mstep: Class 18 contains 6526 members 
Mstep: Class 19 contains 65270 members 
Mstep: Class 20 contains 17734 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16923 members 
Mstep: Class 23 contains 15228 members 
Mstep: Class 24 contains 145632 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 19062 members 
Mstep: Class 27 contains 60649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434400.000000 Penalty: 231727.812500
Iteration 88Q: 28 clusters Score -2.724344e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116659 members 
Mstep: Class 2 contains 17616 members 
Mstep: Class 3 contains 22121 members 
Mstep: Class 4 contains 120075 members 
Mstep: Class 5 contains 13083 members 
Mstep: Class 6 contains 97468 members 
Mstep: Class 7 contains 108076 members 
Mstep: Class 8 contains 16705 members 
Mstep: Class 9 contains 11499 members 
Mstep: Class 10 contains 50267 members 
Mstep: Class 11 contains 59378 members 
Mstep: Class 12 contains 37223 members 
Mstep: Class 13 contains 38123 members 
Mstep: Class 14 contains 68786 members 
Mstep: Class 15 contains 15640 members 
Mstep: Class 16 contains 58616 members 
Mstep: Class 17 contains 15530 members 
Mstep: Class 18 contains 6541 members 
Mstep: Class 19 contains 65251 members 
Mstep: Class 20 contains 17849 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16920 members 
Mstep: Class 23 contains 15241 members 
Mstep: Class 24 contains 145607 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 19081 members 
Mstep: Class 27 contains 60744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434656.000000 Penalty: 231727.812500
Iteration 89Q: 28 clusters Score -2.724347e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116695 members 
Mstep: Class 2 contains 17649 members 
Mstep: Class 3 contains 22144 members 
Mstep: Class 4 contains 120059 members 
Mstep: Class 5 contains 13075 members 
Mstep: Class 6 contains 97391 members 
Mstep: Class 7 contains 108104 members 
Mstep: Class 8 contains 16706 members 
Mstep: Class 9 contains 11490 members 
Mstep: Class 10 contains 50137 members 
Mstep: Class 11 contains 59303 members 
Mstep: Class 12 contains 37201 members 
Mstep: Class 13 contains 38347 members 
Mstep: Class 14 contains 68676 members 
Mstep: Class 15 contains 15632 members 
Mstep: Class 16 contains 58552 members 
Mstep: Class 17 contains 15529 members 
Mstep: Class 18 contains 6560 members 
Mstep: Class 19 contains 65222 members 
Mstep: Class 20 contains 17981 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16917 members 
Mstep: Class 23 contains 15256 members 
Mstep: Class 24 contains 145554 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 19098 members 
Mstep: Class 27 contains 60821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434592.000000 Penalty: 231727.812500
Iteration 90Q: 28 clusters Score -2.724346e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116724 members 
Mstep: Class 2 contains 17680 members 
Mstep: Class 3 contains 22162 members 
Mstep: Class 4 contains 120055 members 
Mstep: Class 5 contains 13068 members 
Mstep: Class 6 contains 97327 members 
Mstep: Class 7 contains 108115 members 
Mstep: Class 8 contains 16719 members 
Mstep: Class 9 contains 11486 members 
Mstep: Class 10 contains 50058 members 
Mstep: Class 11 contains 59233 members 
Mstep: Class 12 contains 37179 members 
Mstep: Class 13 contains 38543 members 
Mstep: Class 14 contains 68584 members 
Mstep: Class 15 contains 15635 members 
Mstep: Class 16 contains 58473 members 
Mstep: Class 17 contains 15528 members 
Mstep: Class 18 contains 6571 members 
Mstep: Class 19 contains 65179 members 
Mstep: Class 20 contains 18098 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16917 members 
Mstep: Class 23 contains 15270 members 
Mstep: Class 24 contains 145501 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 19111 members 
Mstep: Class 27 contains 60883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434784.000000 Penalty: 231727.812500
Iteration 91Q: 28 clusters Score -2.724348e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116742 members 
Mstep: Class 2 contains 17721 members 
Mstep: Class 3 contains 22183 members 
Mstep: Class 4 contains 120046 members 
Mstep: Class 5 contains 13078 members 
Mstep: Class 6 contains 97256 members 
Mstep: Class 7 contains 108123 members 
Mstep: Class 8 contains 16723 members 
Mstep: Class 9 contains 11477 members 
Mstep: Class 10 contains 49967 members 
Mstep: Class 11 contains 59176 members 
Mstep: Class 12 contains 37152 members 
Mstep: Class 13 contains 38700 members 
Mstep: Class 14 contains 68506 members 
Mstep: Class 15 contains 15641 members 
Mstep: Class 16 contains 58384 members 
Mstep: Class 17 contains 15530 members 
Mstep: Class 18 contains 6597 members 
Mstep: Class 19 contains 65158 members 
Mstep: Class 20 contains 18234 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16915 members 
Mstep: Class 23 contains 15278 members 
Mstep: Class 24 contains 145444 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 19124 members 
Mstep: Class 27 contains 60944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434560.000000 Penalty: 231727.812500
Iteration 92Q: 28 clusters Score -2.724346e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116760 members 
Mstep: Class 2 contains 17740 members 
Mstep: Class 3 contains 22200 members 
Mstep: Class 4 contains 120043 members 
Mstep: Class 5 contains 13086 members 
Mstep: Class 6 contains 97196 members 
Mstep: Class 7 contains 108117 members 
Mstep: Class 8 contains 16723 members 
Mstep: Class 9 contains 11478 members 
Mstep: Class 10 contains 49877 members 
Mstep: Class 11 contains 59123 members 
Mstep: Class 12 contains 37133 members 
Mstep: Class 13 contains 38847 members 
Mstep: Class 14 contains 68445 members 
Mstep: Class 15 contains 15647 members 
Mstep: Class 16 contains 58313 members 
Mstep: Class 17 contains 15532 members 
Mstep: Class 18 contains 6617 members 
Mstep: Class 19 contains 65136 members 
Mstep: Class 20 contains 18349 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16914 members 
Mstep: Class 23 contains 15291 members 
Mstep: Class 24 contains 145407 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 19130 members 
Mstep: Class 27 contains 60995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434848.000000 Penalty: 231727.812500
Iteration 93Q: 28 clusters Score -2.724348e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116783 members 
Mstep: Class 2 contains 17761 members 
Mstep: Class 3 contains 22225 members 
Mstep: Class 4 contains 120042 members 
Mstep: Class 5 contains 13090 members 
Mstep: Class 6 contains 97140 members 
Mstep: Class 7 contains 108113 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 11476 members 
Mstep: Class 10 contains 49804 members 
Mstep: Class 11 contains 59073 members 
Mstep: Class 12 contains 37117 members 
Mstep: Class 13 contains 38977 members 
Mstep: Class 14 contains 68402 members 
Mstep: Class 15 contains 15644 members 
Mstep: Class 16 contains 58238 members 
Mstep: Class 17 contains 15536 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 65115 members 
Mstep: Class 20 contains 18469 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16911 members 
Mstep: Class 23 contains 15300 members 
Mstep: Class 24 contains 145358 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 19135 members 
Mstep: Class 27 contains 61029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434912.000000 Penalty: 231727.812500
Iteration 94Q: 28 clusters Score -2.724349e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116813 members 
Mstep: Class 2 contains 17785 members 
Mstep: Class 3 contains 22243 members 
Mstep: Class 4 contains 120038 members 
Mstep: Class 5 contains 13093 members 
Mstep: Class 6 contains 97079 members 
Mstep: Class 7 contains 108106 members 
Mstep: Class 8 contains 16744 members 
Mstep: Class 9 contains 11472 members 
Mstep: Class 10 contains 49729 members 
Mstep: Class 11 contains 59032 members 
Mstep: Class 12 contains 37110 members 
Mstep: Class 13 contains 39105 members 
Mstep: Class 14 contains 68363 members 
Mstep: Class 15 contains 15653 members 
Mstep: Class 16 contains 58181 members 
Mstep: Class 17 contains 15540 members 
Mstep: Class 18 contains 6625 members 
Mstep: Class 19 contains 65104 members 
Mstep: Class 20 contains 18581 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16910 members 
Mstep: Class 23 contains 15307 members 
Mstep: Class 24 contains 145302 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 19138 members 
Mstep: Class 27 contains 61046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435200.000000 Penalty: 231727.812500
Iteration 95Q: 28 clusters Score -2.724352e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 17809 members 
Mstep: Class 3 contains 22257 members 
Mstep: Class 4 contains 120030 members 
Mstep: Class 5 contains 13094 members 
Mstep: Class 6 contains 97022 members 
Mstep: Class 7 contains 108116 members 
Mstep: Class 8 contains 16749 members 
Mstep: Class 9 contains 11460 members 
Mstep: Class 10 contains 49667 members 
Mstep: Class 11 contains 59004 members 
Mstep: Class 12 contains 37102 members 
Mstep: Class 13 contains 39226 members 
Mstep: Class 14 contains 68330 members 
Mstep: Class 15 contains 15668 members 
Mstep: Class 16 contains 58129 members 
Mstep: Class 17 contains 15545 members 
Mstep: Class 18 contains 6631 members 
Mstep: Class 19 contains 65071 members 
Mstep: Class 20 contains 18682 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16910 members 
Mstep: Class 23 contains 15313 members 
Mstep: Class 24 contains 145245 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 19144 members 
Mstep: Class 27 contains 61058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435520.000000 Penalty: 231727.812500
Iteration 96Q: 28 clusters Score -2.724355e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116860 members 
Mstep: Class 2 contains 17833 members 
Mstep: Class 3 contains 22267 members 
Mstep: Class 4 contains 120022 members 
Mstep: Class 5 contains 13099 members 
Mstep: Class 6 contains 96962 members 
Mstep: Class 7 contains 108106 members 
Mstep: Class 8 contains 16759 members 
Mstep: Class 9 contains 11458 members 
Mstep: Class 10 contains 49617 members 
Mstep: Class 11 contains 58987 members 
Mstep: Class 12 contains 37094 members 
Mstep: Class 13 contains 39339 members 
Mstep: Class 14 contains 68298 members 
Mstep: Class 15 contains 15677 members 
Mstep: Class 16 contains 58087 members 
Mstep: Class 17 contains 15543 members 
Mstep: Class 18 contains 6636 members 
Mstep: Class 19 contains 65033 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16909 members 
Mstep: Class 23 contains 15321 members 
Mstep: Class 24 contains 145180 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19148 members 
Mstep: Class 27 contains 61077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435360.000000 Penalty: 231727.812500
Iteration 97Q: 28 clusters Score -2.724354e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116883 members 
Mstep: Class 2 contains 17845 members 
Mstep: Class 3 contains 22280 members 
Mstep: Class 4 contains 120010 members 
Mstep: Class 5 contains 13103 members 
Mstep: Class 6 contains 96894 members 
Mstep: Class 7 contains 108104 members 
Mstep: Class 8 contains 16756 members 
Mstep: Class 9 contains 11458 members 
Mstep: Class 10 contains 49568 members 
Mstep: Class 11 contains 58962 members 
Mstep: Class 12 contains 37094 members 
Mstep: Class 13 contains 39454 members 
Mstep: Class 14 contains 68275 members 
Mstep: Class 15 contains 15688 members 
Mstep: Class 16 contains 58028 members 
Mstep: Class 17 contains 15552 members 
Mstep: Class 18 contains 6631 members 
Mstep: Class 19 contains 65018 members 
Mstep: Class 20 contains 18892 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16907 members 
Mstep: Class 23 contains 15330 members 
Mstep: Class 24 contains 145121 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19153 members 
Mstep: Class 27 contains 61092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435008.000000 Penalty: 231727.812500
Iteration 98Q: 28 clusters Score -2.72435e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 17858 members 
Mstep: Class 3 contains 22293 members 
Mstep: Class 4 contains 120006 members 
Mstep: Class 5 contains 13107 members 
Mstep: Class 6 contains 96841 members 
Mstep: Class 7 contains 108083 members 
Mstep: Class 8 contains 16760 members 
Mstep: Class 9 contains 11449 members 
Mstep: Class 10 contains 49521 members 
Mstep: Class 11 contains 58925 members 
Mstep: Class 12 contains 37096 members 
Mstep: Class 13 contains 39568 members 
Mstep: Class 14 contains 68257 members 
Mstep: Class 15 contains 15687 members 
Mstep: Class 16 contains 57968 members 
Mstep: Class 17 contains 15554 members 
Mstep: Class 18 contains 6637 members 
Mstep: Class 19 contains 65001 members 
Mstep: Class 20 contains 19014 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16908 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 145051 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19159 members 
Mstep: Class 27 contains 61109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435360.000000 Penalty: 231727.812500
Iteration 99Q: 28 clusters Score -2.724354e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116929 members 
Mstep: Class 2 contains 17864 members 
Mstep: Class 3 contains 22305 members 
Mstep: Class 4 contains 120007 members 
Mstep: Class 5 contains 13121 members 
Mstep: Class 6 contains 96788 members 
Mstep: Class 7 contains 108064 members 
Mstep: Class 8 contains 16763 members 
Mstep: Class 9 contains 11443 members 
Mstep: Class 10 contains 49475 members 
Mstep: Class 11 contains 58903 members 
Mstep: Class 12 contains 37093 members 
Mstep: Class 13 contains 39668 members 
Mstep: Class 14 contains 68242 members 
Mstep: Class 15 contains 15695 members 
Mstep: Class 16 contains 57906 members 
Mstep: Class 17 contains 15559 members 
Mstep: Class 18 contains 6635 members 
Mstep: Class 19 contains 64969 members 
Mstep: Class 20 contains 19125 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16909 members 
Mstep: Class 23 contains 15335 members 
Mstep: Class 24 contains 145009 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19162 members 
Mstep: Class 27 contains 61129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435520.000000 Penalty: 231727.812500
Iteration 100F: 28 clusters Score -2.724355e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116949 members 
Mstep: Class 2 contains 17872 members 
Mstep: Class 3 contains 22320 members 
Mstep: Class 4 contains 119998 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 96746 members 
Mstep: Class 7 contains 108038 members 
Mstep: Class 8 contains 16762 members 
Mstep: Class 9 contains 11443 members 
Mstep: Class 10 contains 49433 members 
Mstep: Class 11 contains 58885 members 
Mstep: Class 12 contains 37095 members 
Mstep: Class 13 contains 39767 members 
Mstep: Class 14 contains 68224 members 
Mstep: Class 15 contains 15696 members 
Mstep: Class 16 contains 57841 members 
Mstep: Class 17 contains 15559 members 
Mstep: Class 18 contains 6638 members 
Mstep: Class 19 contains 64953 members 
Mstep: Class 20 contains 19230 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16911 members 
Mstep: Class 23 contains 15338 members 
Mstep: Class 24 contains 144956 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19162 members 
Mstep: Class 27 contains 61150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435520.000000 Penalty: 231727.812500
Iteration 101Q: 28 clusters Score -2.724355e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116957 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22328 members 
Mstep: Class 4 contains 119995 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 96690 members 
Mstep: Class 7 contains 108059 members 
Mstep: Class 8 contains 16766 members 
Mstep: Class 9 contains 11442 members 
Mstep: Class 10 contains 49390 members 
Mstep: Class 11 contains 58850 members 
Mstep: Class 12 contains 37086 members 
Mstep: Class 13 contains 39853 members 
Mstep: Class 14 contains 68201 members 
Mstep: Class 15 contains 15695 members 
Mstep: Class 16 contains 57766 members 
Mstep: Class 17 contains 15560 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 64940 members 
Mstep: Class 20 contains 19348 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16911 members 
Mstep: Class 23 contains 15342 members 
Mstep: Class 24 contains 144913 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19164 members 
Mstep: Class 27 contains 61172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435392.000000 Penalty: 231727.812500
Iteration 102Q: 28 clusters Score -2.724354e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116967 members 
Mstep: Class 2 contains 17908 members 
Mstep: Class 3 contains 22351 members 
Mstep: Class 4 contains 119990 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 96655 members 
Mstep: Class 7 contains 108062 members 
Mstep: Class 8 contains 16769 members 
Mstep: Class 9 contains 11439 members 
Mstep: Class 10 contains 49342 members 
Mstep: Class 11 contains 58825 members 
Mstep: Class 12 contains 37071 members 
Mstep: Class 13 contains 39939 members 
Mstep: Class 14 contains 68180 members 
Mstep: Class 15 contains 15692 members 
Mstep: Class 16 contains 57683 members 
Mstep: Class 17 contains 15561 members 
Mstep: Class 18 contains 6647 members 
Mstep: Class 19 contains 64925 members 
Mstep: Class 20 contains 19490 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16910 members 
Mstep: Class 23 contains 15348 members 
Mstep: Class 24 contains 144852 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19168 members 
Mstep: Class 27 contains 61191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435648.000000 Penalty: 231727.812500
Iteration 103Q: 28 clusters Score -2.724356e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 17925 members 
Mstep: Class 3 contains 22368 members 
Mstep: Class 4 contains 119989 members 
Mstep: Class 5 contains 13128 members 
Mstep: Class 6 contains 96627 members 
Mstep: Class 7 contains 108075 members 
Mstep: Class 8 contains 16780 members 
Mstep: Class 9 contains 11438 members 
Mstep: Class 10 contains 49299 members 
Mstep: Class 11 contains 58800 members 
Mstep: Class 12 contains 37061 members 
Mstep: Class 13 contains 40004 members 
Mstep: Class 14 contains 68163 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 16 contains 57603 members 
Mstep: Class 17 contains 15565 members 
Mstep: Class 18 contains 6656 members 
Mstep: Class 19 contains 64901 members 
Mstep: Class 20 contains 19614 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16908 members 
Mstep: Class 23 contains 15357 members 
Mstep: Class 24 contains 144797 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19170 members 
Mstep: Class 27 contains 61209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435456.000000 Penalty: 231727.812500
Iteration 104Q: 28 clusters Score -2.724355e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 17938 members 
Mstep: Class 3 contains 22377 members 
Mstep: Class 4 contains 119987 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 96585 members 
Mstep: Class 7 contains 108096 members 
Mstep: Class 8 contains 16785 members 
Mstep: Class 9 contains 11439 members 
Mstep: Class 10 contains 49267 members 
Mstep: Class 11 contains 58762 members 
Mstep: Class 12 contains 37049 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 68141 members 
Mstep: Class 15 contains 15692 members 
Mstep: Class 16 contains 57543 members 
Mstep: Class 17 contains 15570 members 
Mstep: Class 18 contains 6656 members 
Mstep: Class 19 contains 64886 members 
Mstep: Class 20 contains 19741 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16910 members 
Mstep: Class 23 contains 15366 members 
Mstep: Class 24 contains 144730 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19172 members 
Mstep: Class 27 contains 61231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435520.000000 Penalty: 231727.812500
Iteration 105Q: 28 clusters Score -2.724355e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116987 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 22392 members 
Mstep: Class 4 contains 119980 members 
Mstep: Class 5 contains 13128 members 
Mstep: Class 6 contains 96546 members 
Mstep: Class 7 contains 108114 members 
Mstep: Class 8 contains 16789 members 
Mstep: Class 9 contains 11440 members 
Mstep: Class 10 contains 49235 members 
Mstep: Class 11 contains 58734 members 
Mstep: Class 12 contains 37049 members 
Mstep: Class 13 contains 40129 members 
Mstep: Class 14 contains 68120 members 
Mstep: Class 15 contains 15684 members 
Mstep: Class 16 contains 57491 members 
Mstep: Class 17 contains 15573 members 
Mstep: Class 18 contains 6656 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 19854 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16911 members 
Mstep: Class 23 contains 15372 members 
Mstep: Class 24 contains 144673 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19174 members 
Mstep: Class 27 contains 61247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435328.000000 Penalty: 231727.812500
Iteration 106Q: 28 clusters Score -2.724353e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116993 members 
Mstep: Class 2 contains 17953 members 
Mstep: Class 3 contains 22406 members 
Mstep: Class 4 contains 119980 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 96519 members 
Mstep: Class 7 contains 108105 members 
Mstep: Class 8 contains 16795 members 
Mstep: Class 9 contains 11451 members 
Mstep: Class 10 contains 49198 members 
Mstep: Class 11 contains 58707 members 
Mstep: Class 12 contains 37038 members 
Mstep: Class 13 contains 40196 members 
Mstep: Class 14 contains 68099 members 
Mstep: Class 15 contains 15681 members 
Mstep: Class 16 contains 57443 members 
Mstep: Class 17 contains 15576 members 
Mstep: Class 18 contains 6651 members 
Mstep: Class 19 contains 64855 members 
Mstep: Class 20 contains 19974 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16909 members 
Mstep: Class 23 contains 15375 members 
Mstep: Class 24 contains 144622 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19175 members 
Mstep: Class 27 contains 61261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435072.000000 Penalty: 231727.812500
Iteration 107Q: 28 clusters Score -2.724351e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116995 members 
Mstep: Class 2 contains 17962 members 
Mstep: Class 3 contains 22421 members 
Mstep: Class 4 contains 119979 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 96498 members 
Mstep: Class 7 contains 108121 members 
Mstep: Class 8 contains 16801 members 
Mstep: Class 9 contains 11458 members 
Mstep: Class 10 contains 49153 members 
Mstep: Class 11 contains 58674 members 
Mstep: Class 12 contains 37030 members 
Mstep: Class 13 contains 40253 members 
Mstep: Class 14 contains 68082 members 
Mstep: Class 15 contains 15682 members 
Mstep: Class 16 contains 57390 members 
Mstep: Class 17 contains 15580 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 19 contains 64850 members 
Mstep: Class 20 contains 20075 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16908 members 
Mstep: Class 23 contains 15380 members 
Mstep: Class 24 contains 144565 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19179 members 
Mstep: Class 27 contains 61270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435232.000000 Penalty: 231727.812500
Iteration 108Q: 28 clusters Score -2.724352e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117002 members 
Mstep: Class 2 contains 17974 members 
Mstep: Class 3 contains 22433 members 
Mstep: Class 4 contains 119983 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 96465 members 
Mstep: Class 7 contains 108116 members 
Mstep: Class 8 contains 16807 members 
Mstep: Class 9 contains 11460 members 
Mstep: Class 10 contains 49118 members 
Mstep: Class 11 contains 58658 members 
Mstep: Class 12 contains 37023 members 
Mstep: Class 13 contains 40306 members 
Mstep: Class 14 contains 68069 members 
Mstep: Class 15 contains 15685 members 
Mstep: Class 16 contains 57347 members 
Mstep: Class 17 contains 15580 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 64834 members 
Mstep: Class 20 contains 20175 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16907 members 
Mstep: Class 23 contains 15385 members 
Mstep: Class 24 contains 144515 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19182 members 
Mstep: Class 27 contains 61279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434944.000000 Penalty: 231727.812500
Iteration 109Q: 28 clusters Score -2.724349e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117003 members 
Mstep: Class 2 contains 17984 members 
Mstep: Class 3 contains 22448 members 
Mstep: Class 4 contains 119987 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 96439 members 
Mstep: Class 7 contains 108118 members 
Mstep: Class 8 contains 16814 members 
Mstep: Class 9 contains 11460 members 
Mstep: Class 10 contains 49091 members 
Mstep: Class 11 contains 58634 members 
Mstep: Class 12 contains 37024 members 
Mstep: Class 13 contains 40350 members 
Mstep: Class 14 contains 68053 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 16 contains 57282 members 
Mstep: Class 17 contains 15578 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 64827 members 
Mstep: Class 20 contains 20274 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16908 members 
Mstep: Class 23 contains 15393 members 
Mstep: Class 24 contains 144469 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19187 members 
Mstep: Class 27 contains 61288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435360.000000 Penalty: 231727.812500
Iteration 110Q: 28 clusters Score -2.724354e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 17985 members 
Mstep: Class 3 contains 22461 members 
Mstep: Class 4 contains 119982 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 96417 members 
Mstep: Class 7 contains 108127 members 
Mstep: Class 8 contains 16813 members 
Mstep: Class 9 contains 11461 members 
Mstep: Class 10 contains 49081 members 
Mstep: Class 11 contains 58623 members 
Mstep: Class 12 contains 37019 members 
Mstep: Class 13 contains 40382 members 
Mstep: Class 14 contains 68040 members 
Mstep: Class 15 contains 15692 members 
Mstep: Class 16 contains 57229 members 
Mstep: Class 17 contains 15576 members 
Mstep: Class 18 contains 6653 members 
Mstep: Class 19 contains 64820 members 
Mstep: Class 20 contains 20365 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16907 members 
Mstep: Class 23 contains 15408 members 
Mstep: Class 24 contains 144429 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 61297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435104.000000 Penalty: 231727.812500
Iteration 111Q: 28 clusters Score -2.724351e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 17987 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 119979 members 
Mstep: Class 5 contains 13148 members 
Mstep: Class 6 contains 96400 members 
Mstep: Class 7 contains 108124 members 
Mstep: Class 8 contains 16814 members 
Mstep: Class 9 contains 11463 members 
Mstep: Class 10 contains 49056 members 
Mstep: Class 11 contains 58607 members 
Mstep: Class 12 contains 37012 members 
Mstep: Class 13 contains 40418 members 
Mstep: Class 14 contains 68030 members 
Mstep: Class 15 contains 15685 members 
Mstep: Class 16 contains 57186 members 
Mstep: Class 17 contains 15579 members 
Mstep: Class 18 contains 6653 members 
Mstep: Class 19 contains 64810 members 
Mstep: Class 20 contains 20456 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16907 members 
Mstep: Class 23 contains 15418 members 
Mstep: Class 24 contains 144393 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 19193 members 
Mstep: Class 27 contains 61308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435328.000000 Penalty: 231727.812500
Iteration 112Q: 28 clusters Score -2.724353e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117002 members 
Mstep: Class 2 contains 17991 members 
Mstep: Class 3 contains 22482 members 
Mstep: Class 4 contains 119977 members 
Mstep: Class 5 contains 13153 members 
Mstep: Class 6 contains 96386 members 
Mstep: Class 7 contains 108130 members 
Mstep: Class 8 contains 16813 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 49033 members 
Mstep: Class 11 contains 58578 members 
Mstep: Class 12 contains 37011 members 
Mstep: Class 13 contains 40454 members 
Mstep: Class 14 contains 68016 members 
Mstep: Class 15 contains 15686 members 
Mstep: Class 16 contains 57142 members 
Mstep: Class 17 contains 15580 members 
Mstep: Class 18 contains 6651 members 
Mstep: Class 19 contains 64820 members 
Mstep: Class 20 contains 20559 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16907 members 
Mstep: Class 23 contains 15424 members 
Mstep: Class 24 contains 144328 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19195 members 
Mstep: Class 27 contains 61313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435392.000000 Penalty: 231727.812500
Iteration 113Q: 28 clusters Score -2.724354e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117007 members 
Mstep: Class 2 contains 17998 members 
Mstep: Class 3 contains 22496 members 
Mstep: Class 4 contains 119975 members 
Mstep: Class 5 contains 13155 members 
Mstep: Class 6 contains 96378 members 
Mstep: Class 7 contains 108132 members 
Mstep: Class 8 contains 16813 members 
Mstep: Class 9 contains 11463 members 
Mstep: Class 10 contains 49007 members 
Mstep: Class 11 contains 58564 members 
Mstep: Class 12 contains 37011 members 
Mstep: Class 13 contains 40477 members 
Mstep: Class 14 contains 68006 members 
Mstep: Class 15 contains 15690 members 
Mstep: Class 16 contains 57102 members 
Mstep: Class 17 contains 15579 members 
Mstep: Class 18 contains 6653 members 
Mstep: Class 19 contains 64812 members 
Mstep: Class 20 contains 20679 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16907 members 
Mstep: Class 23 contains 15427 members 
Mstep: Class 24 contains 144250 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19200 members 
Mstep: Class 27 contains 61316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435584.000000 Penalty: 231727.812500
Iteration 114Q: 28 clusters Score -2.724356e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 22507 members 
Mstep: Class 4 contains 119975 members 
Mstep: Class 5 contains 13155 members 
Mstep: Class 6 contains 96379 members 
Mstep: Class 7 contains 108141 members 
Mstep: Class 8 contains 16817 members 
Mstep: Class 9 contains 11456 members 
Mstep: Class 10 contains 48983 members 
Mstep: Class 11 contains 58542 members 
Mstep: Class 12 contains 37007 members 
Mstep: Class 13 contains 40499 members 
Mstep: Class 14 contains 67993 members 
Mstep: Class 15 contains 15690 members 
Mstep: Class 16 contains 57065 members 
Mstep: Class 17 contains 15575 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 64805 members 
Mstep: Class 20 contains 20809 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16906 members 
Mstep: Class 23 contains 15432 members 
Mstep: Class 24 contains 144174 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19201 members 
Mstep: Class 27 contains 61321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435168.000000 Penalty: 231727.812500
Iteration 115Q: 28 clusters Score -2.724352e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117013 members 
Mstep: Class 2 contains 18012 members 
Mstep: Class 3 contains 22521 members 
Mstep: Class 4 contains 119977 members 
Mstep: Class 5 contains 13152 members 
Mstep: Class 6 contains 96380 members 
Mstep: Class 7 contains 108135 members 
Mstep: Class 8 contains 16821 members 
Mstep: Class 9 contains 11458 members 
Mstep: Class 10 contains 48972 members 
Mstep: Class 11 contains 58526 members 
Mstep: Class 12 contains 37000 members 
Mstep: Class 13 contains 40524 members 
Mstep: Class 14 contains 67975 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 16 contains 57017 members 
Mstep: Class 17 contains 15578 members 
Mstep: Class 18 contains 6653 members 
Mstep: Class 19 contains 64793 members 
Mstep: Class 20 contains 20923 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16906 members 
Mstep: Class 23 contains 15436 members 
Mstep: Class 24 contains 144108 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19201 members 
Mstep: Class 27 contains 61325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435072.000000 Penalty: 231727.812500
Iteration 116Q: 28 clusters Score -2.724351e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117021 members 
Mstep: Class 2 contains 18014 members 
Mstep: Class 3 contains 22523 members 
Mstep: Class 4 contains 119973 members 
Mstep: Class 5 contains 13151 members 
Mstep: Class 6 contains 96371 members 
Mstep: Class 7 contains 108141 members 
Mstep: Class 8 contains 16821 members 
Mstep: Class 9 contains 11460 members 
Mstep: Class 10 contains 48959 members 
Mstep: Class 11 contains 58513 members 
Mstep: Class 12 contains 36999 members 
Mstep: Class 13 contains 40549 members 
Mstep: Class 14 contains 67962 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 16 contains 56975 members 
Mstep: Class 17 contains 15579 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 19 contains 64783 members 
Mstep: Class 20 contains 21041 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16906 members 
Mstep: Class 23 contains 15437 members 
Mstep: Class 24 contains 144048 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19203 members 
Mstep: Class 27 contains 61325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435072.000000 Penalty: 231727.812500
Iteration 117Q: 28 clusters Score -2.724351e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117026 members 
Mstep: Class 2 contains 18020 members 
Mstep: Class 3 contains 22527 members 
Mstep: Class 4 contains 119977 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 96370 members 
Mstep: Class 7 contains 108138 members 
Mstep: Class 8 contains 16827 members 
Mstep: Class 9 contains 11459 members 
Mstep: Class 10 contains 48939 members 
Mstep: Class 11 contains 58495 members 
Mstep: Class 12 contains 36996 members 
Mstep: Class 13 contains 40573 members 
Mstep: Class 14 contains 67949 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 16 contains 56935 members 
Mstep: Class 17 contains 15582 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 64774 members 
Mstep: Class 20 contains 21143 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16906 members 
Mstep: Class 23 contains 15439 members 
Mstep: Class 24 contains 143999 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19203 members 
Mstep: Class 27 contains 61326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434880.000000 Penalty: 231727.812500
Iteration 118Q: 28 clusters Score -2.724349e+08 nChanged 285
Entering ConstructFrom: 
Score: -272434880.000000 Penalty: 231727.812500
Entering ConstructFrom: 
Trying to split cluster 1 (117030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117030 members 
Entering Unmasked Estep 
Score: -26602828.000000 Penalty: 7147.988770
	Iteration 0F: 2 clusters Score -2.660283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -26523702.000000 Penalty: 14295.977539
	Iteration 0F: 3 clusters Score -2.65237e+07 nChanged 53791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -26553530.000000 Penalty: 14295.977539
	Iteration 1F: 3 clusters Score -2.655353e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -26554690.000000 Penalty: 14295.977539
	Iteration 2Q: 3 clusters Score -2.655469e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -26555642.000000 Penalty: 14295.977539
	Iteration 3Q: 3 clusters Score -2.655564e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -26556956.000000 Penalty: 14295.977539
	Iteration 4Q: 3 clusters Score -2.655696e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -26558572.000000 Penalty: 14295.977539
	Iteration 5Q: 3 clusters Score -2.655857e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -26561108.000000 Penalty: 14295.977539
	Iteration 6Q: 3 clusters Score -2.656111e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -26565204.000000 Penalty: 14295.977539
	Iteration 7F: 3 clusters Score -2.65652e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 88450 members 
Entering Unmasked Estep 
Score: -26571260.000000 Penalty: 14295.977539
	Iteration 8F: 3 clusters Score -2.657126e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -26578874.000000 Penalty: 14295.977539
	Iteration 9F: 3 clusters Score -2.657887e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -26586310.000000 Penalty: 14295.977539
	Iteration 10F: 3 clusters Score -2.658631e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 110925 members 
Entering Unmasked Estep 
Score: -26591442.000000 Penalty: 14295.977539
	Iteration 11Q: 3 clusters Score -2.659144e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -26594110.000000 Penalty: 14295.977539
	Iteration 12Q: 3 clusters Score -2.659411e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -26595358.000000 Penalty: 14295.977539
	Iteration 13Q: 3 clusters Score -2.659536e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 115767 members 
Entering Unmasked Estep 
Score: -26595862.000000 Penalty: 14295.977539
	Iteration 14Q: 3 clusters Score -2.659586e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -26596164.000000 Penalty: 14295.977539
	Iteration 15Q: 3 clusters Score -2.659616e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 116139 members 
Entering Unmasked Estep 
Score: -26596348.000000 Penalty: 14295.977539
	Iteration 16Q: 3 clusters Score -2.659635e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 116218 members 
Entering Unmasked Estep 
Score: -26596502.000000 Penalty: 14295.977539
	Iteration 17Q: 3 clusters Score -2.65965e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 116254 members 
Entering Unmasked Estep 
Score: -26596594.000000 Penalty: 14295.977539
	Iteration 18Q: 3 clusters Score -2.659659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 116279 members 
Entering Unmasked Estep 
Score: -26596608.000000 Penalty: 14295.977539
	Iteration 19Q: 3 clusters Score -2.659661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 116292 members 
Entering Unmasked Estep 
Score: -26596598.000000 Penalty: 14295.977539
	Iteration 20F: 3 clusters Score -2.65966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 116295 members 
Entering Unmasked Estep 
Score: -26596600.000000 Penalty: 14295.977539
	Iteration 21Q: 3 clusters Score -2.65966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 116296 members 
Entering Unmasked Estep 
Score: -26596618.000000 Penalty: 14295.977539
	Iteration 22Q: 3 clusters Score -2.659662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 116301 members 
Entering Unmasked Estep 
Score: -26596624.000000 Penalty: 14295.977539
	Iteration 23Q: 3 clusters Score -2.659662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 116307 members 
Entering Unmasked Estep 
Score: -26596638.000000 Penalty: 14295.977539
	Iteration 24Q: 3 clusters Score -2.659664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 116309 members 
Entering Unmasked Estep 
Score: -26596628.000000 Penalty: 14295.977539
	Iteration 25Q: 3 clusters Score -2.659663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 116311 members 
Entering Unmasked Estep 
Score: -26596618.000000 Penalty: 14295.977539
	Iteration 26Q: 3 clusters Score -2.659662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 116313 members 
Entering Unmasked Estep 
Score: -26596650.000000 Penalty: 14295.977539
	Iteration 27Q: 3 clusters Score -2.659665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 116316 members 
Entering Unmasked Estep 
Score: -26596634.000000 Penalty: 14295.977539
	Iteration 28Q: 3 clusters Score -2.659663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 116317 members 
Entering Unmasked Estep 
Score: -26596630.000000 Penalty: 14295.977539
	Iteration 29Q: 3 clusters Score -2.659663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 116318 members 
Entering Unmasked Estep 
Score: -26596626.000000 Penalty: 14295.977539
	Iteration 30Q: 3 clusters Score -2.659663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 116319 members 
Entering Unmasked Estep 
Score: -26596626.000000 Penalty: 14295.977539
	Iteration 31Q: 3 clusters Score -2.659663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 116319 members 
Entering Unmasked Estep 
Score: -26596626.000000 Penalty: 14295.977539
	Iteration 32F: 3 clusters Score -2.659663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Entering Unmasked Estep 
Score: -4001158.750000 Penalty: 6002.406738
	Iteration 0F: 2 clusters Score -4001159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3985895.750000 Penalty: 12004.813477
	Iteration 0F: 3 clusters Score -3985896 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3989708.750000 Penalty: 12004.813477
	Iteration 1F: 3 clusters Score -3989709 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3990319.750000 Penalty: 12004.813477
	Iteration 2F: 3 clusters Score -3990320 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3990777.250000 Penalty: 12004.813477
	Iteration 3F: 3 clusters Score -3990777 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3991150.000000 Penalty: 12004.813477
	Iteration 4Q: 3 clusters Score -3991150 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -3991497.250000 Penalty: 12004.813477
	Iteration 5Q: 3 clusters Score -3991497 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3991861.750000 Penalty: 12004.813477
	Iteration 6Q: 3 clusters Score -3991862 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3992261.500000 Penalty: 12004.813477
	Iteration 7Q: 3 clusters Score -3992262 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3992668.000000 Penalty: 12004.813477
	Iteration 8Q: 3 clusters Score -3992668 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3993142.000000 Penalty: 12004.813477
	Iteration 9Q: 3 clusters Score -3993142 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3993599.750000 Penalty: 12004.813477
	Iteration 10Q: 3 clusters Score -3993600 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3994074.500000 Penalty: 12004.813477
	Iteration 11Q: 3 clusters Score -3994074 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3994473.000000 Penalty: 12004.813477
	Iteration 12Q: 3 clusters Score -3994473 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3994859.000000 Penalty: 12004.813477
	Iteration 13Q: 3 clusters Score -3994859 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3995231.750000 Penalty: 12004.813477
	Iteration 14Q: 3 clusters Score -3995232 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3995594.500000 Penalty: 12004.813477
	Iteration 15Q: 3 clusters Score -3995594 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3995957.000000 Penalty: 12004.813477
	Iteration 16Q: 3 clusters Score -3995957 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3996307.000000 Penalty: 12004.813477
	Iteration 17Q: 3 clusters Score -3996307 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3996620.250000 Penalty: 12004.813477
	Iteration 18Q: 3 clusters Score -3996620 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3996937.000000 Penalty: 12004.813477
	Iteration 19Q: 3 clusters Score -3996937 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3997320.000000 Penalty: 12004.813477
	Iteration 20F: 3 clusters Score -3997320 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3997721.750000 Penalty: 12004.813477
	Iteration 21Q: 3 clusters Score -3997722 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3998139.750000 Penalty: 12004.813477
	Iteration 22Q: 3 clusters Score -3998140 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3998673.500000 Penalty: 12004.813477
	Iteration 23Q: 3 clusters Score -3998674 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3999233.500000 Penalty: 12004.813477
	Iteration 24Q: 3 clusters Score -3999234 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3999703.250000 Penalty: 12004.813477
	Iteration 25Q: 3 clusters Score -3999703 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4000048.000000 Penalty: 12004.813477
	Iteration 26Q: 3 clusters Score -4000048 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -4000231.500000 Penalty: 12004.813477
	Iteration 27Q: 3 clusters Score -4000232 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -4000293.250000 Penalty: 12004.813477
	Iteration 28Q: 3 clusters Score -4000293 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4000323.500000 Penalty: 12004.813477
	Iteration 29Q: 3 clusters Score -4000324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -4000345.250000 Penalty: 12004.813477
	Iteration 30Q: 3 clusters Score -4000345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4000364.000000 Penalty: 12004.813477
	Iteration 31Q: 3 clusters Score -4000364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4000367.000000 Penalty: 12004.813477
	Iteration 32Q: 3 clusters Score -4000367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4000369.750000 Penalty: 12004.813477
	Iteration 33Q: 3 clusters Score -4000370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -4000368.000000 Penalty: 12004.813477
	Iteration 34Q: 3 clusters Score -4000368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -4000367.000000 Penalty: 12004.813477
	Iteration 35Q: 3 clusters Score -4000367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4000368.000000 Penalty: 12004.813477
	Iteration 36Q: 3 clusters Score -4000368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -4000373.000000 Penalty: 12004.813477
	Iteration 37Q: 3 clusters Score -4000373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4000379.500000 Penalty: 12004.813477
	Iteration 38Q: 3 clusters Score -4000380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -4000376.750000 Penalty: 12004.813477
	Iteration 39Q: 3 clusters Score -4000377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4000375.500000 Penalty: 12004.813477
	Iteration 40F: 3 clusters Score -4000376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -4000382.250000 Penalty: 12004.813477
	Iteration 41Q: 3 clusters Score -4000382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -4000382.250000 Penalty: 12004.813477
	Iteration 42F: 3 clusters Score -4000382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Entering Unmasked Estep 
Score: -5187986.000000 Penalty: 6138.735840
	Iteration 0F: 2 clusters Score -5187986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -5169850.500000 Penalty: 12277.471680
	Iteration 0F: 3 clusters Score -5169850 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -5174608.500000 Penalty: 12277.471680
	Iteration 1F: 3 clusters Score -5174608 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -5175269.500000 Penalty: 12277.471680
	Iteration 2F: 3 clusters Score -5175270 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -5175683.000000 Penalty: 12277.471680
	Iteration 3Q: 3 clusters Score -5175683 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -5175980.000000 Penalty: 12277.471680
	Iteration 4Q: 3 clusters Score -5175980 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -5176236.500000 Penalty: 12277.471680
	Iteration 5Q: 3 clusters Score -5176236 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -5176418.500000 Penalty: 12277.471680
	Iteration 6Q: 3 clusters Score -5176418 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -5176561.000000 Penalty: 12277.471680
	Iteration 7Q: 3 clusters Score -5176561 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -5176681.500000 Penalty: 12277.471680
	Iteration 8Q: 3 clusters Score -5176682 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -5176818.500000 Penalty: 12277.471680
	Iteration 9Q: 3 clusters Score -5176818 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -5176953.500000 Penalty: 12277.471680
	Iteration 10Q: 3 clusters Score -5176954 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -5177098.000000 Penalty: 12277.471680
	Iteration 11Q: 3 clusters Score -5177098 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -5177245.500000 Penalty: 12277.471680
	Iteration 12Q: 3 clusters Score -5177246 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -5177372.500000 Penalty: 12277.471680
	Iteration 13Q: 3 clusters Score -5177372 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -5177513.000000 Penalty: 12277.471680
	Iteration 14Q: 3 clusters Score -5177513 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -5177686.500000 Penalty: 12277.471680
	Iteration 15Q: 3 clusters Score -5177686 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -5177851.500000 Penalty: 12277.471680
	Iteration 16Q: 3 clusters Score -5177852 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -5178039.000000 Penalty: 12277.471680
	Iteration 17Q: 3 clusters Score -5178039 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -5178223.500000 Penalty: 12277.471680
	Iteration 18Q: 3 clusters Score -5178224 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -5178471.000000 Penalty: 12277.471680
	Iteration 19Q: 3 clusters Score -5178471 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -5178779.500000 Penalty: 12277.471680
	Iteration 20F: 3 clusters Score -5178780 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -5179148.500000 Penalty: 12277.471680
	Iteration 21Q: 3 clusters Score -5179148 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -5179539.500000 Penalty: 12277.471680
	Iteration 22Q: 3 clusters Score -5179540 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -5179949.000000 Penalty: 12277.471680
	Iteration 23Q: 3 clusters Score -5179949 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5180372.500000 Penalty: 12277.471680
	Iteration 24Q: 3 clusters Score -5180372 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5180793.500000 Penalty: 12277.471680
	Iteration 25Q: 3 clusters Score -5180794 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5181144.000000 Penalty: 12277.471680
	Iteration 26Q: 3 clusters Score -5181144 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5181456.500000 Penalty: 12277.471680
	Iteration 27Q: 3 clusters Score -5181456 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5181685.000000 Penalty: 12277.471680
	Iteration 28Q: 3 clusters Score -5181685 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5181895.000000 Penalty: 12277.471680
	Iteration 29Q: 3 clusters Score -5181895 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5182032.000000 Penalty: 12277.471680
	Iteration 30Q: 3 clusters Score -5182032 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5182179.000000 Penalty: 12277.471680
	Iteration 31Q: 3 clusters Score -5182179 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5182271.500000 Penalty: 12277.471680
	Iteration 32Q: 3 clusters Score -5182272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5182335.000000 Penalty: 12277.471680
	Iteration 33Q: 3 clusters Score -5182335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5182403.500000 Penalty: 12277.471680
	Iteration 34Q: 3 clusters Score -5182404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5182441.000000 Penalty: 12277.471680
	Iteration 35Q: 3 clusters Score -5182441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5182476.500000 Penalty: 12277.471680
	Iteration 36Q: 3 clusters Score -5182476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5182506.500000 Penalty: 12277.471680
	Iteration 37Q: 3 clusters Score -5182506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5182521.000000 Penalty: 12277.471680
	Iteration 38Q: 3 clusters Score -5182521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5182542.500000 Penalty: 12277.471680
	Iteration 39Q: 3 clusters Score -5182542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5182556.500000 Penalty: 12277.471680
	Iteration 40F: 3 clusters Score -5182556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5182567.000000 Penalty: 12277.471680
	Iteration 41Q: 3 clusters Score -5182567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5182578.000000 Penalty: 12277.471680
	Iteration 42Q: 3 clusters Score -5182578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5182590.000000 Penalty: 12277.471680
	Iteration 43Q: 3 clusters Score -5182590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5182593.500000 Penalty: 12277.471680
	Iteration 44Q: 3 clusters Score -5182594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5182597.500000 Penalty: 12277.471680
	Iteration 45Q: 3 clusters Score -5182598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5182613.000000 Penalty: 12277.471680
	Iteration 46Q: 3 clusters Score -5182613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5182621.000000 Penalty: 12277.471680
	Iteration 47Q: 3 clusters Score -5182621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5182624.000000 Penalty: 12277.471680
	Iteration 48Q: 3 clusters Score -5182624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5182631.500000 Penalty: 12277.471680
	Iteration 49Q: 3 clusters Score -5182632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5182630.000000 Penalty: 12277.471680
	Iteration 50Q: 3 clusters Score -5182630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5182641.500000 Penalty: 12277.471680
	Iteration 51Q: 3 clusters Score -5182642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5182652.500000 Penalty: 12277.471680
	Iteration 52Q: 3 clusters Score -5182652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5182651.500000 Penalty: 12277.471680
	Iteration 53Q: 3 clusters Score -5182652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5182660.000000 Penalty: 12277.471680
	Iteration 54Q: 3 clusters Score -5182660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5182668.000000 Penalty: 12277.471680
	Iteration 55Q: 3 clusters Score -5182668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5182669.000000 Penalty: 12277.471680
	Iteration 56Q: 3 clusters Score -5182669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5182680.000000 Penalty: 12277.471680
	Iteration 57Q: 3 clusters Score -5182680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5182690.000000 Penalty: 12277.471680
	Iteration 58Q: 3 clusters Score -5182690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5182697.000000 Penalty: 12277.471680
	Iteration 59Q: 3 clusters Score -5182697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5182701.500000 Penalty: 12277.471680
	Iteration 60F: 3 clusters Score -5182702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5182708.500000 Penalty: 12277.471680
	Iteration 61Q: 3 clusters Score -5182708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5182713.500000 Penalty: 12277.471680
	Iteration 62Q: 3 clusters Score -5182714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5182718.000000 Penalty: 12277.471680
	Iteration 63Q: 3 clusters Score -5182718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5182721.000000 Penalty: 12277.471680
	Iteration 64Q: 3 clusters Score -5182721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5182723.500000 Penalty: 12277.471680
	Iteration 65Q: 3 clusters Score -5182724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5182723.500000 Penalty: 12277.471680
	Iteration 66F: 3 clusters Score -5182724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119973 members 
Entering Unmasked Estep 
Score: -27669654.000000 Penalty: 7163.200684
	Iteration 0F: 2 clusters Score -2.766965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -27590180.000000 Penalty: 14326.401367
	Iteration 0F: 3 clusters Score -2.759018e+07 nChanged 55018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -27620858.000000 Penalty: 14326.401367
	Iteration 1F: 3 clusters Score -2.762086e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -27622558.000000 Penalty: 14326.401367
	Iteration 2Q: 3 clusters Score -2.762256e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -27624822.000000 Penalty: 14326.401367
	Iteration 3Q: 3 clusters Score -2.762482e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -27627634.000000 Penalty: 14326.401367
	Iteration 4Q: 3 clusters Score -2.762763e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
Score: -27630868.000000 Penalty: 14326.401367
	Iteration 5F: 3 clusters Score -2.763087e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -27634482.000000 Penalty: 14326.401367
	Iteration 6F: 3 clusters Score -2.763448e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -27638230.000000 Penalty: 14326.401367
	Iteration 7F: 3 clusters Score -2.763823e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 80578 members 
Entering Unmasked Estep 
Score: -27641434.000000 Penalty: 14326.401367
	Iteration 8F: 3 clusters Score -2.764143e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -27644742.000000 Penalty: 14326.401367
	Iteration 9Q: 3 clusters Score -2.764474e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -27647540.000000 Penalty: 14326.401367
	Iteration 10Q: 3 clusters Score -2.764754e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 92297 members 
Entering Unmasked Estep 
Score: -27650226.000000 Penalty: 14326.401367
	Iteration 11Q: 3 clusters Score -2.765023e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -27652480.000000 Penalty: 14326.401367
	Iteration 12Q: 3 clusters Score -2.765248e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -27654410.000000 Penalty: 14326.401367
	Iteration 13Q: 3 clusters Score -2.765441e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 102076 members 
Entering Unmasked Estep 
Score: -27656180.000000 Penalty: 14326.401367
	Iteration 14Q: 3 clusters Score -2.765618e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 104646 members 
Entering Unmasked Estep 
Score: -27657406.000000 Penalty: 14326.401367
	Iteration 15Q: 3 clusters Score -2.765741e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -27658490.000000 Penalty: 14326.401367
	Iteration 16Q: 3 clusters Score -2.765849e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 108789 members 
Entering Unmasked Estep 
Score: -27659566.000000 Penalty: 14326.401367
	Iteration 17Q: 3 clusters Score -2.765957e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 110500 members 
Entering Unmasked Estep 
Score: -27660444.000000 Penalty: 14326.401367
	Iteration 18Q: 3 clusters Score -2.766044e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -27661300.000000 Penalty: 14326.401367
	Iteration 19Q: 3 clusters Score -2.76613e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 113430 members 
Entering Unmasked Estep 
Score: -27662056.000000 Penalty: 14326.401367
	Iteration 20F: 3 clusters Score -2.766206e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 114583 members 
Entering Unmasked Estep 
Score: -27662822.000000 Penalty: 14326.401367
	Iteration 21Q: 3 clusters Score -2.766282e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 115504 members 
Entering Unmasked Estep 
Score: -27663278.000000 Penalty: 14326.401367
	Iteration 22Q: 3 clusters Score -2.766328e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 116190 members 
Entering Unmasked Estep 
Score: -27663712.000000 Penalty: 14326.401367
	Iteration 23Q: 3 clusters Score -2.766371e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 116701 members 
Entering Unmasked Estep 
Score: -27664048.000000 Penalty: 14326.401367
	Iteration 24Q: 3 clusters Score -2.766405e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 117061 members 
Entering Unmasked Estep 
Score: -27664388.000000 Penalty: 14326.401367
	Iteration 25Q: 3 clusters Score -2.766439e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 117308 members 
Entering Unmasked Estep 
Score: -27664566.000000 Penalty: 14326.401367
	Iteration 26Q: 3 clusters Score -2.766457e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 117502 members 
Entering Unmasked Estep 
Score: -27664728.000000 Penalty: 14326.401367
	Iteration 27Q: 3 clusters Score -2.766473e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 117649 members 
Entering Unmasked Estep 
Score: -27664884.000000 Penalty: 14326.401367
	Iteration 28Q: 3 clusters Score -2.766488e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 117747 members 
Entering Unmasked Estep 
Score: -27665018.000000 Penalty: 14326.401367
	Iteration 29Q: 3 clusters Score -2.766502e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 117829 members 
Entering Unmasked Estep 
Score: -27665100.000000 Penalty: 14326.401367
	Iteration 30Q: 3 clusters Score -2.76651e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 117873 members 
Entering Unmasked Estep 
Score: -27665128.000000 Penalty: 14326.401367
	Iteration 31Q: 3 clusters Score -2.766513e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 117919 members 
Entering Unmasked Estep 
Score: -27665174.000000 Penalty: 14326.401367
	Iteration 32Q: 3 clusters Score -2.766517e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -27665212.000000 Penalty: 14326.401367
	Iteration 33Q: 3 clusters Score -2.766521e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 117965 members 
Entering Unmasked Estep 
Score: -27665244.000000 Penalty: 14326.401367
	Iteration 34Q: 3 clusters Score -2.766524e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 117990 members 
Entering Unmasked Estep 
Score: -27665238.000000 Penalty: 14326.401367
	Iteration 35Q: 3 clusters Score -2.766524e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 118000 members 
Entering Unmasked Estep 
Score: -27665254.000000 Penalty: 14326.401367
	Iteration 36Q: 3 clusters Score -2.766525e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 118006 members 
Entering Unmasked Estep 
Score: -27665340.000000 Penalty: 14326.401367
	Iteration 37Q: 3 clusters Score -2.766534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 118011 members 
Entering Unmasked Estep 
Score: -27665310.000000 Penalty: 14326.401367
	Iteration 38Q: 3 clusters Score -2.766531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -27665332.000000 Penalty: 14326.401367
	Iteration 39Q: 3 clusters Score -2.766533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 118017 members 
Entering Unmasked Estep 
Score: -27665322.000000 Penalty: 14326.401367
	Iteration 40F: 3 clusters Score -2.766532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 118019 members 
Entering Unmasked Estep 
Score: -27665324.000000 Penalty: 14326.401367
	Iteration 41Q: 3 clusters Score -2.766532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 118017 members 
Entering Unmasked Estep 
Score: -27665322.000000 Penalty: 14326.401367
	Iteration 42Q: 3 clusters Score -2.766532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 118017 members 
Entering Unmasked Estep 
Score: -27665334.000000 Penalty: 14326.401367
	Iteration 43Q: 3 clusters Score -2.766533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 118018 members 
Entering Unmasked Estep 
Score: -27665344.000000 Penalty: 14326.401367
	Iteration 44Q: 3 clusters Score -2.766534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 118018 members 
Entering Unmasked Estep 
Score: -27665344.000000 Penalty: 14326.401367
	Iteration 45F: 3 clusters Score -2.766534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Entering Unmasked Estep 
Score: -2989845.500000 Penalty: 5808.965332
	Iteration 0F: 2 clusters Score -2989846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2977680.250000 Penalty: 11617.930664
	Iteration 0F: 3 clusters Score -2977680 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2980456.250000 Penalty: 11617.930664
	Iteration 1F: 3 clusters Score -2980456 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2980945.750000 Penalty: 11617.930664
	Iteration 2F: 3 clusters Score -2980946 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2981248.500000 Penalty: 11617.930664
	Iteration 3Q: 3 clusters Score -2981248 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2981447.250000 Penalty: 11617.930664
	Iteration 4Q: 3 clusters Score -2981447 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2981589.250000 Penalty: 11617.930664
	Iteration 5Q: 3 clusters Score -2981589 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2981696.750000 Penalty: 11617.930664
	Iteration 6Q: 3 clusters Score -2981697 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2981781.500000 Penalty: 11617.930664
	Iteration 7Q: 3 clusters Score -2981782 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2981861.500000 Penalty: 11617.930664
	Iteration 8Q: 3 clusters Score -2981862 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2981941.000000 Penalty: 11617.930664
	Iteration 9Q: 3 clusters Score -2981941 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2981997.250000 Penalty: 11617.930664
	Iteration 10Q: 3 clusters Score -2981997 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2982044.500000 Penalty: 11617.930664
	Iteration 11Q: 3 clusters Score -2982044 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2982075.000000 Penalty: 11617.930664
	Iteration 12Q: 3 clusters Score -2982075 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2982124.250000 Penalty: 11617.930664
	Iteration 13Q: 3 clusters Score -2982124 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2982139.500000 Penalty: 11617.930664
	Iteration 14Q: 3 clusters Score -2982140 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2982178.500000 Penalty: 11617.930664
	Iteration 15Q: 3 clusters Score -2982178 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2982223.250000 Penalty: 11617.930664
	Iteration 16Q: 3 clusters Score -2982223 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2982253.000000 Penalty: 11617.930664
	Iteration 17Q: 3 clusters Score -2982253 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2982290.500000 Penalty: 11617.930664
	Iteration 18Q: 3 clusters Score -2982290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2982330.500000 Penalty: 11617.930664
	Iteration 19Q: 3 clusters Score -2982330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2982369.500000 Penalty: 11617.930664
	Iteration 20F: 3 clusters Score -2982370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2982397.750000 Penalty: 11617.930664
	Iteration 21Q: 3 clusters Score -2982398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2982437.000000 Penalty: 11617.930664
	Iteration 22Q: 3 clusters Score -2982437 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2982482.000000 Penalty: 11617.930664
	Iteration 23Q: 3 clusters Score -2982482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2982506.500000 Penalty: 11617.930664
	Iteration 24Q: 3 clusters Score -2982506 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2982542.000000 Penalty: 11617.930664
	Iteration 25Q: 3 clusters Score -2982542 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2982569.000000 Penalty: 11617.930664
	Iteration 26Q: 3 clusters Score -2982569 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2982599.750000 Penalty: 11617.930664
	Iteration 27Q: 3 clusters Score -2982600 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2982629.500000 Penalty: 11617.930664
	Iteration 28Q: 3 clusters Score -2982630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2982657.750000 Penalty: 11617.930664
	Iteration 29Q: 3 clusters Score -2982658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2982692.750000 Penalty: 11617.930664
	Iteration 30Q: 3 clusters Score -2982693 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2982719.250000 Penalty: 11617.930664
	Iteration 31Q: 3 clusters Score -2982719 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2982761.750000 Penalty: 11617.930664
	Iteration 32Q: 3 clusters Score -2982762 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2982787.750000 Penalty: 11617.930664
	Iteration 33Q: 3 clusters Score -2982788 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2982815.000000 Penalty: 11617.930664
	Iteration 34Q: 3 clusters Score -2982815 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2982838.250000 Penalty: 11617.930664
	Iteration 35Q: 3 clusters Score -2982838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2982861.250000 Penalty: 11617.930664
	Iteration 36Q: 3 clusters Score -2982861 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2982894.500000 Penalty: 11617.930664
	Iteration 37Q: 3 clusters Score -2982894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2982931.000000 Penalty: 11617.930664
	Iteration 38Q: 3 clusters Score -2982931 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2982978.500000 Penalty: 11617.930664
	Iteration 39Q: 3 clusters Score -2982978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2983011.750000 Penalty: 11617.930664
	Iteration 40F: 3 clusters Score -2983012 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2983041.500000 Penalty: 11617.930664
	Iteration 41Q: 3 clusters Score -2983042 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2983079.500000 Penalty: 11617.930664
	Iteration 42Q: 3 clusters Score -2983080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2983122.500000 Penalty: 11617.930664
	Iteration 43Q: 3 clusters Score -2983122 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2983147.000000 Penalty: 11617.930664
	Iteration 44Q: 3 clusters Score -2983147 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2983186.000000 Penalty: 11617.930664
	Iteration 45Q: 3 clusters Score -2983186 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2983223.000000 Penalty: 11617.930664
	Iteration 46Q: 3 clusters Score -2983223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2983265.500000 Penalty: 11617.930664
	Iteration 47Q: 3 clusters Score -2983266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2983300.250000 Penalty: 11617.930664
	Iteration 48Q: 3 clusters Score -2983300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2983332.500000 Penalty: 11617.930664
	Iteration 49Q: 3 clusters Score -2983332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2983338.500000 Penalty: 11617.930664
	Iteration 50Q: 3 clusters Score -2983338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2983369.250000 Penalty: 11617.930664
	Iteration 51Q: 3 clusters Score -2983369 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2983387.750000 Penalty: 11617.930664
	Iteration 52Q: 3 clusters Score -2983388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2983417.000000 Penalty: 11617.930664
	Iteration 53Q: 3 clusters Score -2983417 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2983462.250000 Penalty: 11617.930664
	Iteration 54Q: 3 clusters Score -2983462 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2983493.250000 Penalty: 11617.930664
	Iteration 55Q: 3 clusters Score -2983493 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2983553.250000 Penalty: 11617.930664
	Iteration 56Q: 3 clusters Score -2983553 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2983612.750000 Penalty: 11617.930664
	Iteration 57Q: 3 clusters Score -2983613 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2983662.750000 Penalty: 11617.930664
	Iteration 58Q: 3 clusters Score -2983663 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2983724.250000 Penalty: 11617.930664
	Iteration 59Q: 3 clusters Score -2983724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2983793.250000 Penalty: 11617.930664
	Iteration 60F: 3 clusters Score -2983793 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2983888.500000 Penalty: 11617.930664
	Iteration 61Q: 3 clusters Score -2983888 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2984031.750000 Penalty: 11617.930664
	Iteration 62Q: 3 clusters Score -2984032 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2984167.000000 Penalty: 11617.930664
	Iteration 63Q: 3 clusters Score -2984167 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2984288 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2984396.000000 Penalty: 11617.930664
	Iteration 65Q: 3 clusters Score -2984396 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2984474 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2984554.250000 Penalty: 11617.930664
	Iteration 67Q: 3 clusters Score -2984554 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2984634.500000 Penalty: 11617.930664
	Iteration 68Q: 3 clusters Score -2984634 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2984702.250000 Penalty: 11617.930664
	Iteration 69Q: 3 clusters Score -2984702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2984766.750000 Penalty: 11617.930664
	Iteration 70Q: 3 clusters Score -2984767 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2984838.500000 Penalty: 11617.930664
	Iteration 71Q: 3 clusters Score -2984838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2984907.500000 Penalty: 11617.930664
	Iteration 72Q: 3 clusters Score -2984908 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2984973.500000 Penalty: 11617.930664
	Iteration 73Q: 3 clusters Score -2984974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2985040.000000 Penalty: 11617.930664
	Iteration 74Q: 3 clusters Score -2985040 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2985085.250000 Penalty: 11617.930664
	Iteration 75Q: 3 clusters Score -2985085 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2985130.250000 Penalty: 11617.930664
	Iteration 76Q: 3 clusters Score -2985130 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2985175.250000 Penalty: 11617.930664
	Iteration 77Q: 3 clusters Score -2985175 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2985216.750000 Penalty: 11617.930664
	Iteration 78Q: 3 clusters Score -2985217 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2985267.250000 Penalty: 11617.930664
	Iteration 79Q: 3 clusters Score -2985267 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2985304.750000 Penalty: 11617.930664
	Iteration 80F: 3 clusters Score -2985305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2985317.500000 Penalty: 11617.930664
	Iteration 81Q: 3 clusters Score -2985318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2985352.750000 Penalty: 11617.930664
	Iteration 82Q: 3 clusters Score -2985353 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2985393.000000 Penalty: 11617.930664
	Iteration 83Q: 3 clusters Score -2985393 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2985440.250000 Penalty: 11617.930664
	Iteration 84Q: 3 clusters Score -2985440 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2985468.250000 Penalty: 11617.930664
	Iteration 85Q: 3 clusters Score -2985468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2985478.000000 Penalty: 11617.930664
	Iteration 86Q: 3 clusters Score -2985478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2985501.000000 Penalty: 11617.930664
	Iteration 87Q: 3 clusters Score -2985501 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2985521.500000 Penalty: 11617.930664
	Iteration 88Q: 3 clusters Score -2985522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2985544.750000 Penalty: 11617.930664
	Iteration 89Q: 3 clusters Score -2985545 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2985549.500000 Penalty: 11617.930664
	Iteration 90Q: 3 clusters Score -2985550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2985563.750000 Penalty: 11617.930664
	Iteration 91Q: 3 clusters Score -2985564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2985574.500000 Penalty: 11617.930664
	Iteration 92Q: 3 clusters Score -2985574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2985585.000000 Penalty: 11617.930664
	Iteration 93Q: 3 clusters Score -2985585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2985587.500000 Penalty: 11617.930664
	Iteration 94Q: 3 clusters Score -2985588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2985591.250000 Penalty: 11617.930664
	Iteration 95Q: 3 clusters Score -2985591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2985600.750000 Penalty: 11617.930664
	Iteration 96Q: 3 clusters Score -2985601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2985601.750000 Penalty: 11617.930664
	Iteration 97Q: 3 clusters Score -2985602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2985611.000000 Penalty: 11617.930664
	Iteration 98Q: 3 clusters Score -2985611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2985616.000000 Penalty: 11617.930664
	Iteration 99Q: 3 clusters Score -2985616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2985614.500000 Penalty: 11617.930664
	Iteration 100F: 3 clusters Score -2985614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2985615.250000 Penalty: 11617.930664
	Iteration 101Q: 3 clusters Score -2985615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2985617.750000 Penalty: 11617.930664
	Iteration 102Q: 3 clusters Score -2985618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2985615.000000 Penalty: 11617.930664
	Iteration 103Q: 3 clusters Score -2985615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2985619.000000 Penalty: 11617.930664
	Iteration 104Q: 3 clusters Score -2985619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2985616.500000 Penalty: 11617.930664
	Iteration 105Q: 3 clusters Score -2985616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2985619.750000 Penalty: 11617.930664
	Iteration 106Q: 3 clusters Score -2985620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2985619.500000 Penalty: 11617.930664
	Iteration 107Q: 3 clusters Score -2985620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2985615.500000 Penalty: 11617.930664
	Iteration 108Q: 3 clusters Score -2985616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2985620.750000 Penalty: 11617.930664
	Iteration 109Q: 3 clusters Score -2985621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2985627.750000 Penalty: 11617.930664
	Iteration 110Q: 3 clusters Score -2985628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2985625.250000 Penalty: 11617.930664
	Iteration 111Q: 3 clusters Score -2985625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2985626.500000 Penalty: 11617.930664
	Iteration 112Q: 3 clusters Score -2985626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2985635.250000 Penalty: 11617.930664
	Iteration 113Q: 3 clusters Score -2985635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2985643.750000 Penalty: 11617.930664
	Iteration 114Q: 3 clusters Score -2985644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2985649.000000 Penalty: 11617.930664
	Iteration 115Q: 3 clusters Score -2985649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2985654.500000 Penalty: 11617.930664
	Iteration 116Q: 3 clusters Score -2985654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2985653.500000 Penalty: 11617.930664
	Iteration 117Q: 3 clusters Score -2985654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2985653.750000 Penalty: 11617.930664
	Iteration 118Q: 3 clusters Score -2985654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2985653.750000 Penalty: 11617.930664
	Iteration 119F: 3 clusters Score -2985654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (96366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96366 members 
Entering Unmasked Estep 
Score: -22205414.000000 Penalty: 7028.993652
	Iteration 0F: 2 clusters Score -2.220541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -22140460.000000 Penalty: 14057.987305
	Iteration 0F: 3 clusters Score -2.214046e+07 nChanged 44073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -22164320.000000 Penalty: 14057.987305
	Iteration 1F: 3 clusters Score -2.216432e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -22165282.000000 Penalty: 14057.987305
	Iteration 2Q: 3 clusters Score -2.216528e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -22166170.000000 Penalty: 14057.987305
	Iteration 3Q: 3 clusters Score -2.216617e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -22166946.000000 Penalty: 14057.987305
	Iteration 4Q: 3 clusters Score -2.216695e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -22167670.000000 Penalty: 14057.987305
	Iteration 5Q: 3 clusters Score -2.216767e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -22168496.000000 Penalty: 14057.987305
	Iteration 6Q: 3 clusters Score -2.21685e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -22169576.000000 Penalty: 14057.987305
	Iteration 7Q: 3 clusters Score -2.216958e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -22170982.000000 Penalty: 14057.987305
	Iteration 8Q: 3 clusters Score -2.217098e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -22173240.000000 Penalty: 14057.987305
	Iteration 9Q: 3 clusters Score -2.217324e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -22176560.000000 Penalty: 14057.987305
	Iteration 10F: 3 clusters Score -2.217656e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -22181046.000000 Penalty: 14057.987305
	Iteration 11F: 3 clusters Score -2.218105e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -22186434.000000 Penalty: 14057.987305
	Iteration 12F: 3 clusters Score -2.218643e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -22191256.000000 Penalty: 14057.987305
	Iteration 13F: 3 clusters Score -2.219126e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -22194678.000000 Penalty: 14057.987305
	Iteration 14Q: 3 clusters Score -2.219468e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -22196540.000000 Penalty: 14057.987305
	Iteration 15Q: 3 clusters Score -2.219654e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -22197554.000000 Penalty: 14057.987305
	Iteration 16Q: 3 clusters Score -2.219755e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -22198186.000000 Penalty: 14057.987305
	Iteration 17Q: 3 clusters Score -2.219819e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -22198562.000000 Penalty: 14057.987305
	Iteration 18Q: 3 clusters Score -2.219856e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95032 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -22198808.000000 Penalty: 14057.987305
	Iteration 19Q: 3 clusters Score -2.219881e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -22198902.000000 Penalty: 14057.987305
	Iteration 20F: 3 clusters Score -2.21989e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -22198992.000000 Penalty: 14057.987305
	Iteration 21Q: 3 clusters Score -2.219899e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22199068.000000 Penalty: 14057.987305
	Iteration 22Q: 3 clusters Score -2.219907e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95329 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22199110.000000 Penalty: 14057.987305
	Iteration 23Q: 3 clusters Score -2.219911e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95364 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -22199176.000000 Penalty: 14057.987305
	Iteration 24Q: 3 clusters Score -2.219918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95373 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -22199190.000000 Penalty: 14057.987305
	Iteration 25Q: 3 clusters Score -2.219919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95396 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -22199218.000000 Penalty: 14057.987305
	Iteration 26Q: 3 clusters Score -2.219922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -22199236.000000 Penalty: 14057.987305
	Iteration 27Q: 3 clusters Score -2.219924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -22199246.000000 Penalty: 14057.987305
	Iteration 28Q: 3 clusters Score -2.219925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -22199284.000000 Penalty: 14057.987305
	Iteration 29Q: 3 clusters Score -2.219928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22199284.000000 Penalty: 14057.987305
	Iteration 30Q: 3 clusters Score -2.219928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22199306.000000 Penalty: 14057.987305
	Iteration 31Q: 3 clusters Score -2.219931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -22199326.000000 Penalty: 14057.987305
	Iteration 32Q: 3 clusters Score -2.219933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -22199316.000000 Penalty: 14057.987305
	Iteration 33Q: 3 clusters Score -2.219932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95471 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -22199328.000000 Penalty: 14057.987305
	Iteration 34Q: 3 clusters Score -2.219933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22199320.000000 Penalty: 14057.987305
	Iteration 35Q: 3 clusters Score -2.219932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95475 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -22199320.000000 Penalty: 14057.987305
	Iteration 36Q: 3 clusters Score -2.219932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22199342.000000 Penalty: 14057.987305
	Iteration 37Q: 3 clusters Score -2.219934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22199354.000000 Penalty: 14057.987305
	Iteration 38Q: 3 clusters Score -2.219935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22199340.000000 Penalty: 14057.987305
	Iteration 39Q: 3 clusters Score -2.219934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95478 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22199350.000000 Penalty: 14057.987305
	Iteration 40F: 3 clusters Score -2.219935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -22199360.000000 Penalty: 14057.987305
	Iteration 41Q: 3 clusters Score -2.219936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -22199360.000000 Penalty: 14057.987305
	Iteration 42Q: 3 clusters Score -2.219936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -22199368.000000 Penalty: 14057.987305
	Iteration 43Q: 3 clusters Score -2.219937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -22199374.000000 Penalty: 14057.987305
	Iteration 44Q: 3 clusters Score -2.219937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -22199374.000000 Penalty: 14057.987305
	Iteration 45F: 3 clusters Score -2.219937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (108133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Entering Unmasked Estep 
Score: -24111276.000000 Penalty: 7099.559082
	Iteration 0F: 2 clusters Score -2.411128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -24038378.000000 Penalty: 14199.118164
	Iteration 0F: 3 clusters Score -2.403838e+07 nChanged 49507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -24066278.000000 Penalty: 14199.118164
	Iteration 1F: 3 clusters Score -2.406628e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -24067806.000000 Penalty: 14199.118164
	Iteration 2Q: 3 clusters Score -2.406781e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -24069572.000000 Penalty: 14199.118164
	Iteration 3Q: 3 clusters Score -2.406957e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -24071526.000000 Penalty: 14199.118164
	Iteration 4Q: 3 clusters Score -2.407153e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -24073570.000000 Penalty: 14199.118164
	Iteration 5Q: 3 clusters Score -2.407357e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -24075816.000000 Penalty: 14199.118164
	Iteration 6Q: 3 clusters Score -2.407582e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -24078286.000000 Penalty: 14199.118164
	Iteration 7Q: 3 clusters Score -2.407829e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -24080688.000000 Penalty: 14199.118164
	Iteration 8Q: 3 clusters Score -2.408069e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 73431 members 
Entering Unmasked Estep 
Score: -24083516.000000 Penalty: 14199.118164
	Iteration 9Q: 3 clusters Score -2.408352e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -24086784.000000 Penalty: 14199.118164
	Iteration 10F: 3 clusters Score -2.408678e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -24090628.000000 Penalty: 14199.118164
	Iteration 11F: 3 clusters Score -2.409063e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -24094348.000000 Penalty: 14199.118164
	Iteration 12Q: 3 clusters Score -2.409435e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -24097476.000000 Penalty: 14199.118164
	Iteration 13Q: 3 clusters Score -2.409748e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 97015 members 
Entering Unmasked Estep 
Score: -24100140.000000 Penalty: 14199.118164
	Iteration 14Q: 3 clusters Score -2.410014e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 99490 members 
Entering Unmasked Estep 
Score: -24101894.000000 Penalty: 14199.118164
	Iteration 15Q: 3 clusters Score -2.410189e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 101284 members 
Entering Unmasked Estep 
Score: -24103050.000000 Penalty: 14199.118164
	Iteration 16Q: 3 clusters Score -2.410305e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -24103916.000000 Penalty: 14199.118164
	Iteration 17Q: 3 clusters Score -2.410392e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -24104450.000000 Penalty: 14199.118164
	Iteration 18Q: 3 clusters Score -2.410445e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 104049 members 
Entering Unmasked Estep 
Score: -24104822.000000 Penalty: 14199.118164
	Iteration 19Q: 3 clusters Score -2.410482e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 104512 members 
Entering Unmasked Estep 
Score: -24105086.000000 Penalty: 14199.118164
	Iteration 20F: 3 clusters Score -2.410509e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 104841 members 
Entering Unmasked Estep 
Score: -24105240.000000 Penalty: 14199.118164
	Iteration 21Q: 3 clusters Score -2.410524e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 105102 members 
Entering Unmasked Estep 
Score: -24105378.000000 Penalty: 14199.118164
	Iteration 22Q: 3 clusters Score -2.410538e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -24105472.000000 Penalty: 14199.118164
	Iteration 23Q: 3 clusters Score -2.410547e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 105444 members 
Entering Unmasked Estep 
Score: -24105616.000000 Penalty: 14199.118164
	Iteration 24Q: 3 clusters Score -2.410562e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 105572 members 
Entering Unmasked Estep 
Score: -24105756.000000 Penalty: 14199.118164
	Iteration 25Q: 3 clusters Score -2.410576e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -24105842.000000 Penalty: 14199.118164
	Iteration 26Q: 3 clusters Score -2.410584e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 105760 members 
Entering Unmasked Estep 
Score: -24105986.000000 Penalty: 14199.118164
	Iteration 27Q: 3 clusters Score -2.410599e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -24106050.000000 Penalty: 14199.118164
	Iteration 28Q: 3 clusters Score -2.410605e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 105906 members 
Entering Unmasked Estep 
Score: -24106086.000000 Penalty: 14199.118164
	Iteration 29Q: 3 clusters Score -2.410609e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 105960 members 
Entering Unmasked Estep 
Score: -24106174.000000 Penalty: 14199.118164
	Iteration 30Q: 3 clusters Score -2.410617e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 106004 members 
Entering Unmasked Estep 
Score: -24106210.000000 Penalty: 14199.118164
	Iteration 31Q: 3 clusters Score -2.410621e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -24106236.000000 Penalty: 14199.118164
	Iteration 32Q: 3 clusters Score -2.410624e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 106056 members 
Entering Unmasked Estep 
Score: -24106266.000000 Penalty: 14199.118164
	Iteration 33Q: 3 clusters Score -2.410627e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -24106310.000000 Penalty: 14199.118164
	Iteration 34Q: 3 clusters Score -2.410631e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 106097 members 
Entering Unmasked Estep 
Score: -24106306.000000 Penalty: 14199.118164
	Iteration 35Q: 3 clusters Score -2.410631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 106108 members 
Entering Unmasked Estep 
Score: -24106318.000000 Penalty: 14199.118164
	Iteration 36Q: 3 clusters Score -2.410632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 106121 members 
Entering Unmasked Estep 
Score: -24106346.000000 Penalty: 14199.118164
	Iteration 37Q: 3 clusters Score -2.410635e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -24106342.000000 Penalty: 14199.118164
	Iteration 38Q: 3 clusters Score -2.410634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -24106354.000000 Penalty: 14199.118164
	Iteration 39Q: 3 clusters Score -2.410635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 106159 members 
Entering Unmasked Estep 
Score: -24106354.000000 Penalty: 14199.118164
	Iteration 40F: 3 clusters Score -2.410635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 106177 members 
Entering Unmasked Estep 
Score: -24106380.000000 Penalty: 14199.118164
	Iteration 41Q: 3 clusters Score -2.410638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -24106388.000000 Penalty: 14199.118164
	Iteration 42Q: 3 clusters Score -2.410639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 106204 members 
Entering Unmasked Estep 
Score: -24106378.000000 Penalty: 14199.118164
	Iteration 43Q: 3 clusters Score -2.410638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -24106358.000000 Penalty: 14199.118164
	Iteration 44Q: 3 clusters Score -2.410636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -24106368.000000 Penalty: 14199.118164
	Iteration 45Q: 3 clusters Score -2.410637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 106220 members 
Entering Unmasked Estep 
Score: -24106368.000000 Penalty: 14199.118164
	Iteration 46Q: 3 clusters Score -2.410637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -24106384.000000 Penalty: 14199.118164
	Iteration 47Q: 3 clusters Score -2.410638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 106238 members 
Entering Unmasked Estep 
Score: -24106374.000000 Penalty: 14199.118164
	Iteration 48Q: 3 clusters Score -2.410637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -24106370.000000 Penalty: 14199.118164
	Iteration 49Q: 3 clusters Score -2.410637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 106244 members 
Entering Unmasked Estep 
Score: -24106400.000000 Penalty: 14199.118164
	Iteration 50Q: 3 clusters Score -2.41064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 106247 members 
Entering Unmasked Estep 
Score: -24106386.000000 Penalty: 14199.118164
	Iteration 51Q: 3 clusters Score -2.410639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 106253 members 
Entering Unmasked Estep 
Score: -24106378.000000 Penalty: 14199.118164
	Iteration 52Q: 3 clusters Score -2.410638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -24106390.000000 Penalty: 14199.118164
	Iteration 53Q: 3 clusters Score -2.410639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 106262 members 
Entering Unmasked Estep 
Score: -24106402.000000 Penalty: 14199.118164
	Iteration 54Q: 3 clusters Score -2.41064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -24106396.000000 Penalty: 14199.118164
	Iteration 55Q: 3 clusters Score -2.41064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 106270 members 
Entering Unmasked Estep 
Score: -24106408.000000 Penalty: 14199.118164
	Iteration 56Q: 3 clusters Score -2.410641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -24106410.000000 Penalty: 14199.118164
	Iteration 57Q: 3 clusters Score -2.410641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 106272 members 
Entering Unmasked Estep 
Score: -24106420.000000 Penalty: 14199.118164
	Iteration 58Q: 3 clusters Score -2.410642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 106272 members 
Entering Unmasked Estep 
Score: -24106420.000000 Penalty: 14199.118164
	Iteration 59F: 3 clusters Score -2.410642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Entering Unmasked Estep 
Score: -3731037.750000 Penalty: 5960.114746
	Iteration 0F: 2 clusters Score -3731038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3716379.750000 Penalty: 11920.229492
	Iteration 0F: 3 clusters Score -3716380 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3720102.000000 Penalty: 11920.229492
	Iteration 1F: 3 clusters Score -3720102 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3720743.250000 Penalty: 11920.229492
	Iteration 2F: 3 clusters Score -3720743 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3721235.250000 Penalty: 11920.229492
	Iteration 3F: 3 clusters Score -3721235 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3721676.250000 Penalty: 11920.229492
	Iteration 4Q: 3 clusters Score -3721676 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3722106.500000 Penalty: 11920.229492
	Iteration 5Q: 3 clusters Score -3722106 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3722541.000000 Penalty: 11920.229492
	Iteration 6Q: 3 clusters Score -3722541 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3722966.000000 Penalty: 11920.229492
	Iteration 7Q: 3 clusters Score -3722966 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3723409.500000 Penalty: 11920.229492
	Iteration 8Q: 3 clusters Score -3723410 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3723856.750000 Penalty: 11920.229492
	Iteration 9Q: 3 clusters Score -3723857 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3724250.750000 Penalty: 11920.229492
	Iteration 10Q: 3 clusters Score -3724251 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3724619.500000 Penalty: 11920.229492
	Iteration 11Q: 3 clusters Score -3724620 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3724992.750000 Penalty: 11920.229492
	Iteration 12Q: 3 clusters Score -3724993 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3725292.750000 Penalty: 11920.229492
	Iteration 13Q: 3 clusters Score -3725293 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3725543.750000 Penalty: 11920.229492
	Iteration 14Q: 3 clusters Score -3725544 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3725760.250000 Penalty: 11920.229492
	Iteration 15Q: 3 clusters Score -3725760 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3725903.750000 Penalty: 11920.229492
	Iteration 16Q: 3 clusters Score -3725904 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3726006.500000 Penalty: 11920.229492
	Iteration 17Q: 3 clusters Score -3726006 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3726121.750000 Penalty: 11920.229492
	Iteration 18Q: 3 clusters Score -3726122 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3726204.000000 Penalty: 11920.229492
	Iteration 19Q: 3 clusters Score -3726204 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3726262.500000 Penalty: 11920.229492
	Iteration 20F: 3 clusters Score -3726262 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3726316.750000 Penalty: 11920.229492
	Iteration 21Q: 3 clusters Score -3726317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3726374.250000 Penalty: 11920.229492
	Iteration 22Q: 3 clusters Score -3726374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3726402.250000 Penalty: 11920.229492
	Iteration 23Q: 3 clusters Score -3726402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3726443.000000 Penalty: 11920.229492
	Iteration 24Q: 3 clusters Score -3726443 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3726459.000000 Penalty: 11920.229492
	Iteration 25Q: 3 clusters Score -3726459 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3726476.500000 Penalty: 11920.229492
	Iteration 26Q: 3 clusters Score -3726476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3726482.000000 Penalty: 11920.229492
	Iteration 27Q: 3 clusters Score -3726482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3726489.250000 Penalty: 11920.229492
	Iteration 28Q: 3 clusters Score -3726489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3726508.000000 Penalty: 11920.229492
	Iteration 29Q: 3 clusters Score -3726508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3726518.000000 Penalty: 11920.229492
	Iteration 30Q: 3 clusters Score -3726518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3726520.500000 Penalty: 11920.229492
	Iteration 31Q: 3 clusters Score -3726520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3726521.750000 Penalty: 11920.229492
	Iteration 32Q: 3 clusters Score -3726522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3726526.500000 Penalty: 11920.229492
	Iteration 33Q: 3 clusters Score -3726526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3726527.000000 Penalty: 11920.229492
	Iteration 34Q: 3 clusters Score -3726527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3726532.750000 Penalty: 11920.229492
	Iteration 35Q: 3 clusters Score -3726533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3726535.250000 Penalty: 11920.229492
	Iteration 36Q: 3 clusters Score -3726535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3726539.750000 Penalty: 11920.229492
	Iteration 37Q: 3 clusters Score -3726540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3726548.000000 Penalty: 11920.229492
	Iteration 38Q: 3 clusters Score -3726548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3726546.250000 Penalty: 11920.229492
	Iteration 39Q: 3 clusters Score -3726546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3726544.250000 Penalty: 11920.229492
	Iteration 40F: 3 clusters Score -3726544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3726549.500000 Penalty: 11920.229492
	Iteration 41Q: 3 clusters Score -3726550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3726553.250000 Penalty: 11920.229492
	Iteration 42Q: 3 clusters Score -3726553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3726548.250000 Penalty: 11920.229492
	Iteration 43Q: 3 clusters Score -3726548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3726552.750000 Penalty: 11920.229492
	Iteration 44Q: 3 clusters Score -3726553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3726552.250000 Penalty: 11920.229492
	Iteration 45Q: 3 clusters Score -3726552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3726561.500000 Penalty: 11920.229492
	Iteration 46Q: 3 clusters Score -3726562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3726559.500000 Penalty: 11920.229492
	Iteration 47Q: 3 clusters Score -3726560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3726561.750000 Penalty: 11920.229492
	Iteration 48Q: 3 clusters Score -3726562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3726556.250000 Penalty: 11920.229492
	Iteration 49Q: 3 clusters Score -3726556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3726565.750000 Penalty: 11920.229492
	Iteration 50Q: 3 clusters Score -3726566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3726565.750000 Penalty: 11920.229492
	Iteration 51F: 3 clusters Score -3726566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Entering Unmasked Estep 
Score: -2523271.750000 Penalty: 5724.643066
	Iteration 0F: 2 clusters Score -2523272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2512176.750000 Penalty: 11449.286133
	Iteration 0F: 3 clusters Score -2512177 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2514781.500000 Penalty: 11449.286133
	Iteration 1F: 3 clusters Score -2514782 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2515409.250000 Penalty: 11449.286133
	Iteration 2F: 3 clusters Score -2515409 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2515808.250000 Penalty: 11449.286133
	Iteration 3F: 3 clusters Score -2515808 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2516110.000000 Penalty: 11449.286133
	Iteration 4Q: 3 clusters Score -2516110 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2516366.500000 Penalty: 11449.286133
	Iteration 5Q: 3 clusters Score -2516366 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2516637.750000 Penalty: 11449.286133
	Iteration 6Q: 3 clusters Score -2516638 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2516905.500000 Penalty: 11449.286133
	Iteration 7Q: 3 clusters Score -2516906 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2517163.750000 Penalty: 11449.286133
	Iteration 8Q: 3 clusters Score -2517164 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2517427.500000 Penalty: 11449.286133
	Iteration 9Q: 3 clusters Score -2517428 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2517628.500000 Penalty: 11449.286133
	Iteration 10Q: 3 clusters Score -2517628 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2517853.500000 Penalty: 11449.286133
	Iteration 11Q: 3 clusters Score -2517854 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2518061.500000 Penalty: 11449.286133
	Iteration 12Q: 3 clusters Score -2518062 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2518271.750000 Penalty: 11449.286133
	Iteration 13Q: 3 clusters Score -2518272 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2518453.500000 Penalty: 11449.286133
	Iteration 14Q: 3 clusters Score -2518454 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2518620.250000 Penalty: 11449.286133
	Iteration 15Q: 3 clusters Score -2518620 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2518772.500000 Penalty: 11449.286133
	Iteration 16Q: 3 clusters Score -2518772 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2518890.000000 Penalty: 11449.286133
	Iteration 17Q: 3 clusters Score -2518890 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2519008.000000 Penalty: 11449.286133
	Iteration 18Q: 3 clusters Score -2519008 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2519109.000000 Penalty: 11449.286133
	Iteration 19Q: 3 clusters Score -2519109 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2519181.000000 Penalty: 11449.286133
	Iteration 20F: 3 clusters Score -2519181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2519230.250000 Penalty: 11449.286133
	Iteration 21Q: 3 clusters Score -2519230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2519282.750000 Penalty: 11449.286133
	Iteration 22Q: 3 clusters Score -2519283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2519314.000000 Penalty: 11449.286133
	Iteration 23Q: 3 clusters Score -2519314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2519347.750000 Penalty: 11449.286133
	Iteration 24Q: 3 clusters Score -2519348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2519376.250000 Penalty: 11449.286133
	Iteration 25Q: 3 clusters Score -2519376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2519394.500000 Penalty: 11449.286133
	Iteration 26Q: 3 clusters Score -2519394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2519405.500000 Penalty: 11449.286133
	Iteration 27Q: 3 clusters Score -2519406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2519419.500000 Penalty: 11449.286133
	Iteration 28Q: 3 clusters Score -2519420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2519426.000000 Penalty: 11449.286133
	Iteration 29Q: 3 clusters Score -2519426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2519433.750000 Penalty: 11449.286133
	Iteration 30Q: 3 clusters Score -2519434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2519437.000000 Penalty: 11449.286133
	Iteration 31Q: 3 clusters Score -2519437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2519438.500000 Penalty: 11449.286133
	Iteration 32Q: 3 clusters Score -2519438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2519443.750000 Penalty: 11449.286133
	Iteration 33Q: 3 clusters Score -2519444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2519449.250000 Penalty: 11449.286133
	Iteration 34Q: 3 clusters Score -2519449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2519448.500000 Penalty: 11449.286133
	Iteration 35Q: 3 clusters Score -2519448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2519453.000000 Penalty: 11449.286133
	Iteration 36Q: 3 clusters Score -2519453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2519456.250000 Penalty: 11449.286133
	Iteration 37Q: 3 clusters Score -2519456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2519456.250000 Penalty: 11449.286133
	Iteration 38F: 3 clusters Score -2519456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Entering Unmasked Estep 
Score: -10584961.000000 Penalty: 6613.814453
	Iteration 0F: 2 clusters Score -1.058496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -10550179.000000 Penalty: 13227.628906
	Iteration 0F: 3 clusters Score -1.055018e+07 nChanged 21512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -10561975.000000 Penalty: 13227.628906
	Iteration 1F: 3 clusters Score -1.056198e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -10563616.000000 Penalty: 13227.628906
	Iteration 2F: 3 clusters Score -1.056362e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -10565368.000000 Penalty: 13227.628906
	Iteration 3F: 3 clusters Score -1.056537e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -10567320.000000 Penalty: 13227.628906
	Iteration 4F: 3 clusters Score -1.056732e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -10569629.000000 Penalty: 13227.628906
	Iteration 5F: 3 clusters Score -1.056963e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -10571892.000000 Penalty: 13227.628906
	Iteration 6F: 3 clusters Score -1.057189e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -10573586.000000 Penalty: 13227.628906
	Iteration 7F: 3 clusters Score -1.057359e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -10574788.000000 Penalty: 13227.628906
	Iteration 8Q: 3 clusters Score -1.057479e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -10575654.000000 Penalty: 13227.628906
	Iteration 9Q: 3 clusters Score -1.057565e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -10576342.000000 Penalty: 13227.628906
	Iteration 10Q: 3 clusters Score -1.057634e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -10576740.000000 Penalty: 13227.628906
	Iteration 11Q: 3 clusters Score -1.057674e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -10577127.000000 Penalty: 13227.628906
	Iteration 12Q: 3 clusters Score -1.057713e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -10577433.000000 Penalty: 13227.628906
	Iteration 13Q: 3 clusters Score -1.057743e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -10577671.000000 Penalty: 13227.628906
	Iteration 14Q: 3 clusters Score -1.057767e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -10577856.000000 Penalty: 13227.628906
	Iteration 15Q: 3 clusters Score -1.057786e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -10578081.000000 Penalty: 13227.628906
	Iteration 16Q: 3 clusters Score -1.057808e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -10578262.000000 Penalty: 13227.628906
	Iteration 17Q: 3 clusters Score -1.057826e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -10578539.000000 Penalty: 13227.628906
	Iteration 18Q: 3 clusters Score -1.057854e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -10578816.000000 Penalty: 13227.628906
	Iteration 19Q: 3 clusters Score -1.057882e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -10579041.000000 Penalty: 13227.628906
	Iteration 20F: 3 clusters Score -1.057904e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -10579214.000000 Penalty: 13227.628906
	Iteration 21Q: 3 clusters Score -1.057921e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -10579448.000000 Penalty: 13227.628906
	Iteration 22Q: 3 clusters Score -1.057945e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -10579677.000000 Penalty: 13227.628906
	Iteration 23Q: 3 clusters Score -1.057968e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -10579837.000000 Penalty: 13227.628906
	Iteration 24Q: 3 clusters Score -1.057984e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -10580012.000000 Penalty: 13227.628906
	Iteration 25Q: 3 clusters Score -1.058001e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -10580159.000000 Penalty: 13227.628906
	Iteration 26Q: 3 clusters Score -1.058016e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -10580263.000000 Penalty: 13227.628906
	Iteration 27Q: 3 clusters Score -1.058026e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -10580365.000000 Penalty: 13227.628906
	Iteration 28Q: 3 clusters Score -1.058036e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -10580467.000000 Penalty: 13227.628906
	Iteration 29Q: 3 clusters Score -1.058047e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -10580578.000000 Penalty: 13227.628906
	Iteration 30Q: 3 clusters Score -1.058058e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -10580678.000000 Penalty: 13227.628906
	Iteration 31Q: 3 clusters Score -1.058068e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -10580728.000000 Penalty: 13227.628906
	Iteration 32Q: 3 clusters Score -1.058073e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -10580809.000000 Penalty: 13227.628906
	Iteration 33Q: 3 clusters Score -1.058081e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -10580877.000000 Penalty: 13227.628906
	Iteration 34Q: 3 clusters Score -1.058088e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -10580980.000000 Penalty: 13227.628906
	Iteration 35Q: 3 clusters Score -1.058098e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -10581085.000000 Penalty: 13227.628906
	Iteration 36Q: 3 clusters Score -1.058108e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -10581120.000000 Penalty: 13227.628906
	Iteration 37Q: 3 clusters Score -1.058112e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -10581196.000000 Penalty: 13227.628906
	Iteration 38Q: 3 clusters Score -1.05812e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -10581272.000000 Penalty: 13227.628906
	Iteration 39Q: 3 clusters Score -1.058127e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -10581352.000000 Penalty: 13227.628906
	Iteration 40F: 3 clusters Score -1.058135e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -10581395.000000 Penalty: 13227.628906
	Iteration 41Q: 3 clusters Score -1.05814e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -10581447.000000 Penalty: 13227.628906
	Iteration 42Q: 3 clusters Score -1.058145e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -10581484.000000 Penalty: 13227.628906
	Iteration 43Q: 3 clusters Score -1.058148e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -10581532.000000 Penalty: 13227.628906
	Iteration 44Q: 3 clusters Score -1.058153e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -10581595.000000 Penalty: 13227.628906
	Iteration 45Q: 3 clusters Score -1.05816e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -10581654.000000 Penalty: 13227.628906
	Iteration 46Q: 3 clusters Score -1.058165e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -10581740.000000 Penalty: 13227.628906
	Iteration 47Q: 3 clusters Score -1.058174e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -10581801.000000 Penalty: 13227.628906
	Iteration 48Q: 3 clusters Score -1.05818e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -10581889.000000 Penalty: 13227.628906
	Iteration 49Q: 3 clusters Score -1.058189e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -10581917.000000 Penalty: 13227.628906
	Iteration 50Q: 3 clusters Score -1.058192e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -10581970.000000 Penalty: 13227.628906
	Iteration 51Q: 3 clusters Score -1.058197e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -10582003.000000 Penalty: 13227.628906
	Iteration 52Q: 3 clusters Score -1.0582e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -10582050.000000 Penalty: 13227.628906
	Iteration 53Q: 3 clusters Score -1.058205e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -10582050.000000 Penalty: 13227.628906
	Iteration 54Q: 3 clusters Score -1.058205e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -10582030.000000 Penalty: 13227.628906
	Iteration 55Q: 3 clusters Score -1.058203e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -10582023.000000 Penalty: 13227.628906
	Iteration 56Q: 3 clusters Score -1.058202e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -10582020.000000 Penalty: 13227.628906
	Iteration 57Q: 3 clusters Score -1.058202e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -10582057.000000 Penalty: 13227.628906
	Iteration 58Q: 3 clusters Score -1.058206e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -10582079.000000 Penalty: 13227.628906
	Iteration 59Q: 3 clusters Score -1.058208e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -10582066.000000 Penalty: 13227.628906
	Iteration 60F: 3 clusters Score -1.058207e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -10582099.000000 Penalty: 13227.628906
	Iteration 61Q: 3 clusters Score -1.05821e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -10582118.000000 Penalty: 13227.628906
	Iteration 62Q: 3 clusters Score -1.058212e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -10582125.000000 Penalty: 13227.628906
	Iteration 63Q: 3 clusters Score -1.058212e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -10582113.000000 Penalty: 13227.628906
	Iteration 64Q: 3 clusters Score -1.058211e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -10582122.000000 Penalty: 13227.628906
	Iteration 65Q: 3 clusters Score -1.058212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -10582129.000000 Penalty: 13227.628906
	Iteration 66Q: 3 clusters Score -1.058213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -10582135.000000 Penalty: 13227.628906
	Iteration 67Q: 3 clusters Score -1.058214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -10582119.000000 Penalty: 13227.628906
	Iteration 68Q: 3 clusters Score -1.058212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -10582129.000000 Penalty: 13227.628906
	Iteration 69Q: 3 clusters Score -1.058213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -10582144.000000 Penalty: 13227.628906
	Iteration 70Q: 3 clusters Score -1.058214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -10582152.000000 Penalty: 13227.628906
	Iteration 71Q: 3 clusters Score -1.058215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -10582143.000000 Penalty: 13227.628906
	Iteration 72Q: 3 clusters Score -1.058214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -10582154.000000 Penalty: 13227.628906
	Iteration 73Q: 3 clusters Score -1.058215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -10582164.000000 Penalty: 13227.628906
	Iteration 74Q: 3 clusters Score -1.058216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -10582172.000000 Penalty: 13227.628906
	Iteration 75Q: 3 clusters Score -1.058217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -10582166.000000 Penalty: 13227.628906
	Iteration 76Q: 3 clusters Score -1.058217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -10582154.000000 Penalty: 13227.628906
	Iteration 77Q: 3 clusters Score -1.058215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -10582155.000000 Penalty: 13227.628906
	Iteration 78Q: 3 clusters Score -1.058216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -10582154.000000 Penalty: 13227.628906
	Iteration 79Q: 3 clusters Score -1.058215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -10582158.000000 Penalty: 13227.628906
	Iteration 80F: 3 clusters Score -1.058216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -10582155.000000 Penalty: 13227.628906
	Iteration 81Q: 3 clusters Score -1.058216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -10582152.000000 Penalty: 13227.628906
	Iteration 82Q: 3 clusters Score -1.058215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -10582160.000000 Penalty: 13227.628906
	Iteration 83Q: 3 clusters Score -1.058216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -10582146.000000 Penalty: 13227.628906
	Iteration 84Q: 3 clusters Score -1.058215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -10582149.000000 Penalty: 13227.628906
	Iteration 85Q: 3 clusters Score -1.058215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -10582151.000000 Penalty: 13227.628906
	Iteration 86Q: 3 clusters Score -1.058215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -10582144.000000 Penalty: 13227.628906
	Iteration 87Q: 3 clusters Score -1.058214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -10582152.000000 Penalty: 13227.628906
	Iteration 88Q: 3 clusters Score -1.058215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -10582155.000000 Penalty: 13227.628906
	Iteration 89Q: 3 clusters Score -1.058216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -10582161.000000 Penalty: 13227.628906
	Iteration 90Q: 3 clusters Score -1.058216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -10582146.000000 Penalty: 13227.628906
	Iteration 91Q: 3 clusters Score -1.058215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -10582141.000000 Penalty: 13227.628906
	Iteration 92Q: 3 clusters Score -1.058214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -10582122.000000 Penalty: 13227.628906
	Iteration 93Q: 3 clusters Score -1.058212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -10582120.000000 Penalty: 13227.628906
	Iteration 94Q: 3 clusters Score -1.058212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -10582127.000000 Penalty: 13227.628906
	Iteration 95Q: 3 clusters Score -1.058213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -10582137.000000 Penalty: 13227.628906
	Iteration 96Q: 3 clusters Score -1.058214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -10582131.000000 Penalty: 13227.628906
	Iteration 97Q: 3 clusters Score -1.058213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -10582131.000000 Penalty: 13227.628906
	Iteration 98F: 3 clusters Score -1.058213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Entering Unmasked Estep 
Score: -13392770.000000 Penalty: 6723.069824
	Iteration 0F: 2 clusters Score -1.339277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -13351486.000000 Penalty: 13446.139648
	Iteration 0F: 3 clusters Score -1.335149e+07 nChanged 26167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -13365455.000000 Penalty: 13446.139648
	Iteration 1F: 3 clusters Score -1.336546e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -13366437.000000 Penalty: 13446.139648
	Iteration 2Q: 3 clusters Score -1.336644e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -13367342.000000 Penalty: 13446.139648
	Iteration 3Q: 3 clusters Score -1.336734e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -13368177.000000 Penalty: 13446.139648
	Iteration 4Q: 3 clusters Score -1.336818e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -13369028.000000 Penalty: 13446.139648
	Iteration 5Q: 3 clusters Score -1.336903e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -13370148.000000 Penalty: 13446.139648
	Iteration 6Q: 3 clusters Score -1.337015e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -13371489.000000 Penalty: 13446.139648
	Iteration 7Q: 3 clusters Score -1.337149e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -13373102.000000 Penalty: 13446.139648
	Iteration 8F: 3 clusters Score -1.33731e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -13375171.000000 Penalty: 13446.139648
	Iteration 9F: 3 clusters Score -1.337517e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -13377686.000000 Penalty: 13446.139648
	Iteration 10F: 3 clusters Score -1.337769e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -13379980.000000 Penalty: 13446.139648
	Iteration 11F: 3 clusters Score -1.337998e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -13382133.000000 Penalty: 13446.139648
	Iteration 12Q: 3 clusters Score -1.338213e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -13384006.000000 Penalty: 13446.139648
	Iteration 13Q: 3 clusters Score -1.338401e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -13385199.000000 Penalty: 13446.139648
	Iteration 14Q: 3 clusters Score -1.33852e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -13386038.000000 Penalty: 13446.139648
	Iteration 15Q: 3 clusters Score -1.338604e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -13386585.000000 Penalty: 13446.139648
	Iteration 16Q: 3 clusters Score -1.338658e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -13386887.000000 Penalty: 13446.139648
	Iteration 17Q: 3 clusters Score -1.338689e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -13387030.000000 Penalty: 13446.139648
	Iteration 18Q: 3 clusters Score -1.338703e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -13387212.000000 Penalty: 13446.139648
	Iteration 19Q: 3 clusters Score -1.338721e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -13387293.000000 Penalty: 13446.139648
	Iteration 20F: 3 clusters Score -1.338729e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -13387341.000000 Penalty: 13446.139648
	Iteration 21Q: 3 clusters Score -1.338734e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -13387388.000000 Penalty: 13446.139648
	Iteration 22Q: 3 clusters Score -1.338739e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -13387404.000000 Penalty: 13446.139648
	Iteration 23Q: 3 clusters Score -1.33874e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -13387416.000000 Penalty: 13446.139648
	Iteration 24Q: 3 clusters Score -1.338742e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -13387419.000000 Penalty: 13446.139648
	Iteration 25Q: 3 clusters Score -1.338742e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -13387421.000000 Penalty: 13446.139648
	Iteration 26Q: 3 clusters Score -1.338742e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -13387460.000000 Penalty: 13446.139648
	Iteration 27Q: 3 clusters Score -1.338746e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -13387458.000000 Penalty: 13446.139648
	Iteration 28Q: 3 clusters Score -1.338746e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -13387484.000000 Penalty: 13446.139648
	Iteration 29Q: 3 clusters Score -1.338748e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -13387481.000000 Penalty: 13446.139648
	Iteration 30Q: 3 clusters Score -1.338748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -13387469.000000 Penalty: 13446.139648
	Iteration 31Q: 3 clusters Score -1.338747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -13387476.000000 Penalty: 13446.139648
	Iteration 32Q: 3 clusters Score -1.338748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -13387475.000000 Penalty: 13446.139648
	Iteration 33Q: 3 clusters Score -1.338748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -13387480.000000 Penalty: 13446.139648
	Iteration 34Q: 3 clusters Score -1.338748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -13387465.000000 Penalty: 13446.139648
	Iteration 35Q: 3 clusters Score -1.338746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -13387484.000000 Penalty: 13446.139648
	Iteration 36Q: 3 clusters Score -1.338748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -13387501.000000 Penalty: 13446.139648
	Iteration 37Q: 3 clusters Score -1.33875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -13387485.000000 Penalty: 13446.139648
	Iteration 38Q: 3 clusters Score -1.338748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -13387483.000000 Penalty: 13446.139648
	Iteration 39Q: 3 clusters Score -1.338748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -13387490.000000 Penalty: 13446.139648
	Iteration 40F: 3 clusters Score -1.338749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Entering Unmasked Estep 
Score: -8095676.000000 Penalty: 6442.538086
	Iteration 0F: 2 clusters Score -8095676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -8068225.500000 Penalty: 12885.076172
	Iteration 0F: 3 clusters Score -8068226 nChanged 16023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -8076905.500000 Penalty: 12885.076172
	Iteration 1F: 3 clusters Score -8076906 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -8077901.500000 Penalty: 12885.076172
	Iteration 2F: 3 clusters Score -8077902 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -8078893.500000 Penalty: 12885.076172
	Iteration 3F: 3 clusters Score -8078894 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -8079839.500000 Penalty: 12885.076172
	Iteration 4Q: 3 clusters Score -8079840 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -8080773.500000 Penalty: 12885.076172
	Iteration 5Q: 3 clusters Score -8080774 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -8081811.000000 Penalty: 12885.076172
	Iteration 6Q: 3 clusters Score -8081811 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -8082948.000000 Penalty: 12885.076172
	Iteration 7F: 3 clusters Score -8082948 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -8084130.000000 Penalty: 12885.076172
	Iteration 8F: 3 clusters Score -8084130 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -8085351.500000 Penalty: 12885.076172
	Iteration 9Q: 3 clusters Score -8085352 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -8086504.500000 Penalty: 12885.076172
	Iteration 10Q: 3 clusters Score -8086504 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -8087470.500000 Penalty: 12885.076172
	Iteration 11Q: 3 clusters Score -8087470 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8088290.000000 Penalty: 12885.076172
	Iteration 12Q: 3 clusters Score -8088290 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -8088936.500000 Penalty: 12885.076172
	Iteration 13Q: 3 clusters Score -8088936 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -8089418.500000 Penalty: 12885.076172
	Iteration 14Q: 3 clusters Score -8089418 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -8089809.000000 Penalty: 12885.076172
	Iteration 15Q: 3 clusters Score -8089809 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -8090096.000000 Penalty: 12885.076172
	Iteration 16Q: 3 clusters Score -8090096 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -8090301.000000 Penalty: 12885.076172
	Iteration 17Q: 3 clusters Score -8090301 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8090467.000000 Penalty: 12885.076172
	Iteration 18Q: 3 clusters Score -8090467 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -8090594.500000 Penalty: 12885.076172
	Iteration 19Q: 3 clusters Score -8090594 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8090689.000000 Penalty: 12885.076172
	Iteration 20F: 3 clusters Score -8090689 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8090759.000000 Penalty: 12885.076172
	Iteration 21Q: 3 clusters Score -8090759 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -8090852.500000 Penalty: 12885.076172
	Iteration 22Q: 3 clusters Score -8090852 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -8090916.000000 Penalty: 12885.076172
	Iteration 23Q: 3 clusters Score -8090916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8090983.500000 Penalty: 12885.076172
	Iteration 24Q: 3 clusters Score -8090984 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8091032.500000 Penalty: 12885.076172
	Iteration 25Q: 3 clusters Score -8091032 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8091104.500000 Penalty: 12885.076172
	Iteration 26Q: 3 clusters Score -8091104 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8091174.500000 Penalty: 12885.076172
	Iteration 27Q: 3 clusters Score -8091174 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -8091324.000000 Penalty: 12885.076172
	Iteration 28Q: 3 clusters Score -8091324 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8091480.500000 Penalty: 12885.076172
	Iteration 29Q: 3 clusters Score -8091480 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8091672.500000 Penalty: 12885.076172
	Iteration 30Q: 3 clusters Score -8091672 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8091825.000000 Penalty: 12885.076172
	Iteration 31Q: 3 clusters Score -8091825 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8091966.500000 Penalty: 12885.076172
	Iteration 32Q: 3 clusters Score -8091966 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8092116.500000 Penalty: 12885.076172
	Iteration 33Q: 3 clusters Score -8092116 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8092244.000000 Penalty: 12885.076172
	Iteration 34Q: 3 clusters Score -8092244 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8092344.000000 Penalty: 12885.076172
	Iteration 35Q: 3 clusters Score -8092344 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8092426.500000 Penalty: 12885.076172
	Iteration 36Q: 3 clusters Score -8092426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8092460.500000 Penalty: 12885.076172
	Iteration 37Q: 3 clusters Score -8092460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8092497.000000 Penalty: 12885.076172
	Iteration 38Q: 3 clusters Score -8092497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8092498.000000 Penalty: 12885.076172
	Iteration 39Q: 3 clusters Score -8092498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8092643.500000 Penalty: 12885.076172
	Iteration 40F: 3 clusters Score -8092644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8092797.500000 Penalty: 12885.076172
	Iteration 41Q: 3 clusters Score -8092798 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8092916.500000 Penalty: 12885.076172
	Iteration 42Q: 3 clusters Score -8092916 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8092995.000000 Penalty: 12885.076172
	Iteration 43Q: 3 clusters Score -8092995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8093037.500000 Penalty: 12885.076172
	Iteration 44Q: 3 clusters Score -8093038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8093065.500000 Penalty: 12885.076172
	Iteration 45Q: 3 clusters Score -8093066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8093095.000000 Penalty: 12885.076172
	Iteration 46Q: 3 clusters Score -8093095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8093118.500000 Penalty: 12885.076172
	Iteration 47Q: 3 clusters Score -8093118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8093118.500000 Penalty: 12885.076172
	Iteration 48Q: 3 clusters Score -8093118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8093129.000000 Penalty: 12885.076172
	Iteration 49Q: 3 clusters Score -8093129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8093120.500000 Penalty: 12885.076172
	Iteration 50Q: 3 clusters Score -8093120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8093128.000000 Penalty: 12885.076172
	Iteration 51Q: 3 clusters Score -8093128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8093130.500000 Penalty: 12885.076172
	Iteration 52Q: 3 clusters Score -8093130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8093137.500000 Penalty: 12885.076172
	Iteration 53Q: 3 clusters Score -8093138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8093139.000000 Penalty: 12885.076172
	Iteration 54Q: 3 clusters Score -8093139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8093133.500000 Penalty: 12885.076172
	Iteration 55Q: 3 clusters Score -8093134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8093134.500000 Penalty: 12885.076172
	Iteration 56F: 3 clusters Score -8093134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8093133.000000 Penalty: 12885.076172
	Iteration 57Q: 3 clusters Score -8093133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8093136.000000 Penalty: 12885.076172
	Iteration 58Q: 3 clusters Score -8093136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8093139.000000 Penalty: 12885.076172
	Iteration 59Q: 3 clusters Score -8093139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8093138.000000 Penalty: 12885.076172
	Iteration 60F: 3 clusters Score -8093138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8093140.000000 Penalty: 12885.076172
	Iteration 61Q: 3 clusters Score -8093140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8093150.000000 Penalty: 12885.076172
	Iteration 62Q: 3 clusters Score -8093150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8093150.000000 Penalty: 12885.076172
	Iteration 63F: 3 clusters Score -8093150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Entering Unmasked Estep 
Score: -9391356.000000 Penalty: 6499.558105
	Iteration 0F: 2 clusters Score -9391356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -9361728.000000 Penalty: 12999.116211
	Iteration 0F: 3 clusters Score -9361728 nChanged 17534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -9370890.000000 Penalty: 12999.116211
	Iteration 1F: 3 clusters Score -9370890 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -9371636.000000 Penalty: 12999.116211
	Iteration 2F: 3 clusters Score -9371636 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -9372229.000000 Penalty: 12999.116211
	Iteration 3Q: 3 clusters Score -9372229 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -9372669.000000 Penalty: 12999.116211
	Iteration 4Q: 3 clusters Score -9372669 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -9373071.000000 Penalty: 12999.116211
	Iteration 5Q: 3 clusters Score -9373071 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -9373412.000000 Penalty: 12999.116211
	Iteration 6Q: 3 clusters Score -9373412 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -9373709.000000 Penalty: 12999.116211
	Iteration 7Q: 3 clusters Score -9373709 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -9374032.000000 Penalty: 12999.116211
	Iteration 8Q: 3 clusters Score -9374032 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -9374354.000000 Penalty: 12999.116211
	Iteration 9Q: 3 clusters Score -9374354 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -9374767.000000 Penalty: 12999.116211
	Iteration 10Q: 3 clusters Score -9374767 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -9375270.000000 Penalty: 12999.116211
	Iteration 11Q: 3 clusters Score -9375270 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -9375865.000000 Penalty: 12999.116211
	Iteration 12Q: 3 clusters Score -9375865 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -9376676.000000 Penalty: 12999.116211
	Iteration 13Q: 3 clusters Score -9376676 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -9377760.000000 Penalty: 12999.116211
	Iteration 14Q: 3 clusters Score -9377760 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -9379000.000000 Penalty: 12999.116211
	Iteration 15Q: 3 clusters Score -9379000 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -9380459.000000 Penalty: 12999.116211
	Iteration 16Q: 3 clusters Score -9380459 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -9381974.000000 Penalty: 12999.116211
	Iteration 17Q: 3 clusters Score -9381974 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -9383244.000000 Penalty: 12999.116211
	Iteration 18Q: 3 clusters Score -9383244 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -9384145.000000 Penalty: 12999.116211
	Iteration 19Q: 3 clusters Score -9384145 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -9384711.000000 Penalty: 12999.116211
	Iteration 20F: 3 clusters Score -9384711 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -9385048.000000 Penalty: 12999.116211
	Iteration 21Q: 3 clusters Score -9385048 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -9385274.000000 Penalty: 12999.116211
	Iteration 22Q: 3 clusters Score -9385274 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -9385413.000000 Penalty: 12999.116211
	Iteration 23Q: 3 clusters Score -9385413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -9385476.000000 Penalty: 12999.116211
	Iteration 24Q: 3 clusters Score -9385476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -9385548.000000 Penalty: 12999.116211
	Iteration 25Q: 3 clusters Score -9385548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -9385584.000000 Penalty: 12999.116211
	Iteration 26Q: 3 clusters Score -9385584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -9385593.000000 Penalty: 12999.116211
	Iteration 27Q: 3 clusters Score -9385593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -9385591.000000 Penalty: 12999.116211
	Iteration 28Q: 3 clusters Score -9385591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -9385589.000000 Penalty: 12999.116211
	Iteration 29Q: 3 clusters Score -9385589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -9385615.000000 Penalty: 12999.116211
	Iteration 30Q: 3 clusters Score -9385615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -9385614.000000 Penalty: 12999.116211
	Iteration 31Q: 3 clusters Score -9385614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -9385615.000000 Penalty: 12999.116211
	Iteration 32Q: 3 clusters Score -9385615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -9385616.000000 Penalty: 12999.116211
	Iteration 33Q: 3 clusters Score -9385616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -9385618.000000 Penalty: 12999.116211
	Iteration 34Q: 3 clusters Score -9385618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -9385618.000000 Penalty: 12999.116211
	Iteration 35F: 3 clusters Score -9385618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Entering Unmasked Estep 
Score: -15512027.000000 Penalty: 6814.898926
	Iteration 0F: 2 clusters Score -1.551203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -15464700.000000 Penalty: 13629.797852
	Iteration 0F: 3 clusters Score -1.54647e+07 nChanged 30533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -15481140.000000 Penalty: 13629.797852
	Iteration 1F: 3 clusters Score -1.548114e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -15482286.000000 Penalty: 13629.797852
	Iteration 2Q: 3 clusters Score -1.548229e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -15483412.000000 Penalty: 13629.797852
	Iteration 3Q: 3 clusters Score -1.548341e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -15484783.000000 Penalty: 13629.797852
	Iteration 4Q: 3 clusters Score -1.548478e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -15486256.000000 Penalty: 13629.797852
	Iteration 5Q: 3 clusters Score -1.548626e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -15487880.000000 Penalty: 13629.797852
	Iteration 6Q: 3 clusters Score -1.548788e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -15489833.000000 Penalty: 13629.797852
	Iteration 7F: 3 clusters Score -1.548983e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -15491829.000000 Penalty: 13629.797852
	Iteration 8F: 3 clusters Score -1.549183e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -15493792.000000 Penalty: 13629.797852
	Iteration 9F: 3 clusters Score -1.549379e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -15495556.000000 Penalty: 13629.797852
	Iteration 10F: 3 clusters Score -1.549556e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -15496620.000000 Penalty: 13629.797852
	Iteration 11Q: 3 clusters Score -1.549662e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -15497384.000000 Penalty: 13629.797852
	Iteration 12Q: 3 clusters Score -1.549738e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -15497808.000000 Penalty: 13629.797852
	Iteration 13Q: 3 clusters Score -1.549781e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -15498099.000000 Penalty: 13629.797852
	Iteration 14Q: 3 clusters Score -1.54981e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -15498155.000000 Penalty: 13629.797852
	Iteration 15Q: 3 clusters Score -1.549816e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -15498267.000000 Penalty: 13629.797852
	Iteration 16Q: 3 clusters Score -1.549827e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -15498283.000000 Penalty: 13629.797852
	Iteration 17Q: 3 clusters Score -1.549828e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -15498317.000000 Penalty: 13629.797852
	Iteration 18Q: 3 clusters Score -1.549832e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -15498438.000000 Penalty: 13629.797852
	Iteration 19Q: 3 clusters Score -1.549844e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -15498531.000000 Penalty: 13629.797852
	Iteration 20F: 3 clusters Score -1.549853e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -15498555.000000 Penalty: 13629.797852
	Iteration 21Q: 3 clusters Score -1.549856e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -15498627.000000 Penalty: 13629.797852
	Iteration 22Q: 3 clusters Score -1.549863e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -15498710.000000 Penalty: 13629.797852
	Iteration 23Q: 3 clusters Score -1.549871e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -15498829.000000 Penalty: 13629.797852
	Iteration 24Q: 3 clusters Score -1.549883e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -15498872.000000 Penalty: 13629.797852
	Iteration 25Q: 3 clusters Score -1.549887e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -15498951.000000 Penalty: 13629.797852
	Iteration 26Q: 3 clusters Score -1.549895e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -15499031.000000 Penalty: 13629.797852
	Iteration 27Q: 3 clusters Score -1.549903e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -15499091.000000 Penalty: 13629.797852
	Iteration 28Q: 3 clusters Score -1.549909e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -15499249.000000 Penalty: 13629.797852
	Iteration 29Q: 3 clusters Score -1.549925e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -15499395.000000 Penalty: 13629.797852
	Iteration 30Q: 3 clusters Score -1.54994e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -15499617.000000 Penalty: 13629.797852
	Iteration 31Q: 3 clusters Score -1.549962e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -15499819.000000 Penalty: 13629.797852
	Iteration 32Q: 3 clusters Score -1.549982e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -15500166.000000 Penalty: 13629.797852
	Iteration 33Q: 3 clusters Score -1.550017e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -15500524.000000 Penalty: 13629.797852
	Iteration 34Q: 3 clusters Score -1.550052e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -15500827.000000 Penalty: 13629.797852
	Iteration 35Q: 3 clusters Score -1.550083e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -15501238.000000 Penalty: 13629.797852
	Iteration 36Q: 3 clusters Score -1.550124e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -15501630.000000 Penalty: 13629.797852
	Iteration 37Q: 3 clusters Score -1.550163e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -15501956.000000 Penalty: 13629.797852
	Iteration 38Q: 3 clusters Score -1.550196e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -15502367.000000 Penalty: 13629.797852
	Iteration 39Q: 3 clusters Score -1.550237e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -15502836.000000 Penalty: 13629.797852
	Iteration 40F: 3 clusters Score -1.550284e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -15503214.000000 Penalty: 13629.797852
	Iteration 41Q: 3 clusters Score -1.550321e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -15503603.000000 Penalty: 13629.797852
	Iteration 42Q: 3 clusters Score -1.55036e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -15504002.000000 Penalty: 13629.797852
	Iteration 43Q: 3 clusters Score -1.5504e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -15504321.000000 Penalty: 13629.797852
	Iteration 44Q: 3 clusters Score -1.550432e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -15504622.000000 Penalty: 13629.797852
	Iteration 45Q: 3 clusters Score -1.550462e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -15504794.000000 Penalty: 13629.797852
	Iteration 46Q: 3 clusters Score -1.550479e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -15504957.000000 Penalty: 13629.797852
	Iteration 47Q: 3 clusters Score -1.550496e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -15505115.000000 Penalty: 13629.797852
	Iteration 48Q: 3 clusters Score -1.550512e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -15505305.000000 Penalty: 13629.797852
	Iteration 49Q: 3 clusters Score -1.55053e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -15505469.000000 Penalty: 13629.797852
	Iteration 50Q: 3 clusters Score -1.550547e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -15505572.000000 Penalty: 13629.797852
	Iteration 51Q: 3 clusters Score -1.550557e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -15505627.000000 Penalty: 13629.797852
	Iteration 52Q: 3 clusters Score -1.550563e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -15505702.000000 Penalty: 13629.797852
	Iteration 53Q: 3 clusters Score -1.55057e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -15505807.000000 Penalty: 13629.797852
	Iteration 54Q: 3 clusters Score -1.550581e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -15505935.000000 Penalty: 13629.797852
	Iteration 55Q: 3 clusters Score -1.550594e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -15505948.000000 Penalty: 13629.797852
	Iteration 56Q: 3 clusters Score -1.550595e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -15506024.000000 Penalty: 13629.797852
	Iteration 57Q: 3 clusters Score -1.550602e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -15506083.000000 Penalty: 13629.797852
	Iteration 58Q: 3 clusters Score -1.550608e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -15506091.000000 Penalty: 13629.797852
	Iteration 59Q: 3 clusters Score -1.550609e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -15506152.000000 Penalty: 13629.797852
	Iteration 60F: 3 clusters Score -1.550615e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -15506128.000000 Penalty: 13629.797852
	Iteration 61Q: 3 clusters Score -1.550613e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -15506164.000000 Penalty: 13629.797852
	Iteration 62Q: 3 clusters Score -1.550616e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -15506191.000000 Penalty: 13629.797852
	Iteration 63Q: 3 clusters Score -1.550619e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -15506176.000000 Penalty: 13629.797852
	Iteration 64Q: 3 clusters Score -1.550618e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -15506203.000000 Penalty: 13629.797852
	Iteration 65Q: 3 clusters Score -1.55062e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -15506208.000000 Penalty: 13629.797852
	Iteration 66Q: 3 clusters Score -1.550621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -15506209.000000 Penalty: 13629.797852
	Iteration 67Q: 3 clusters Score -1.550621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -15506223.000000 Penalty: 13629.797852
	Iteration 68Q: 3 clusters Score -1.550622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -15506214.000000 Penalty: 13629.797852
	Iteration 69Q: 3 clusters Score -1.550621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -15506232.000000 Penalty: 13629.797852
	Iteration 70Q: 3 clusters Score -1.550623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -15506247.000000 Penalty: 13629.797852
	Iteration 71Q: 3 clusters Score -1.550625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -15506255.000000 Penalty: 13629.797852
	Iteration 72Q: 3 clusters Score -1.550626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -15506256.000000 Penalty: 13629.797852
	Iteration 73Q: 3 clusters Score -1.550626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -15506269.000000 Penalty: 13629.797852
	Iteration 74Q: 3 clusters Score -1.550627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -15506278.000000 Penalty: 13629.797852
	Iteration 75Q: 3 clusters Score -1.550628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -15506274.000000 Penalty: 13629.797852
	Iteration 76Q: 3 clusters Score -1.550627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -15506276.000000 Penalty: 13629.797852
	Iteration 77Q: 3 clusters Score -1.550628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -15506296.000000 Penalty: 13629.797852
	Iteration 78Q: 3 clusters Score -1.55063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -15506289.000000 Penalty: 13629.797852
	Iteration 79Q: 3 clusters Score -1.550629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -15506289.000000 Penalty: 13629.797852
	Iteration 80F: 3 clusters Score -1.550629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -15506290.000000 Penalty: 13629.797852
	Iteration 81Q: 3 clusters Score -1.550629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -15506278.000000 Penalty: 13629.797852
	Iteration 82Q: 3 clusters Score -1.550628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -15506283.000000 Penalty: 13629.797852
	Iteration 83Q: 3 clusters Score -1.550628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -15506291.000000 Penalty: 13629.797852
	Iteration 84Q: 3 clusters Score -1.550629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -15506282.000000 Penalty: 13629.797852
	Iteration 85Q: 3 clusters Score -1.550628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -15506294.000000 Penalty: 13629.797852
	Iteration 86Q: 3 clusters Score -1.550629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -15506298.000000 Penalty: 13629.797852
	Iteration 87Q: 3 clusters Score -1.55063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -15506288.000000 Penalty: 13629.797852
	Iteration 88Q: 3 clusters Score -1.550629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -15506279.000000 Penalty: 13629.797852
	Iteration 89Q: 3 clusters Score -1.550628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -15506285.000000 Penalty: 13629.797852
	Iteration 90Q: 3 clusters Score -1.550628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -15506280.000000 Penalty: 13629.797852
	Iteration 91Q: 3 clusters Score -1.550628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -15506272.000000 Penalty: 13629.797852
	Iteration 92Q: 3 clusters Score -1.550627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -15506280.000000 Penalty: 13629.797852
	Iteration 93Q: 3 clusters Score -1.550628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -15506284.000000 Penalty: 13629.797852
	Iteration 94Q: 3 clusters Score -1.550628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -15506276.000000 Penalty: 13629.797852
	Iteration 95Q: 3 clusters Score -1.550628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -15506285.000000 Penalty: 13629.797852
	Iteration 96Q: 3 clusters Score -1.550628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -15506280.000000 Penalty: 13629.797852
	Iteration 97Q: 3 clusters Score -1.550628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -15506280.000000 Penalty: 13629.797852
	Iteration 98F: 3 clusters Score -1.550628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Entering Unmasked Estep 
Score: -3427916.000000 Penalty: 5917.266113
	Iteration 0F: 2 clusters Score -3427916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3414110.750000 Penalty: 11834.532227
	Iteration 0F: 3 clusters Score -3414111 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3417586.750000 Penalty: 11834.532227
	Iteration 1F: 3 clusters Score -3417587 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3418284.250000 Penalty: 11834.532227
	Iteration 2F: 3 clusters Score -3418284 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3418927.750000 Penalty: 11834.532227
	Iteration 3F: 3 clusters Score -3418928 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3419567.000000 Penalty: 11834.532227
	Iteration 4F: 3 clusters Score -3419567 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3420278.250000 Penalty: 11834.532227
	Iteration 5F: 3 clusters Score -3420278 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3421051.250000 Penalty: 11834.532227
	Iteration 6F: 3 clusters Score -3421051 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3421782.500000 Penalty: 11834.532227
	Iteration 7F: 3 clusters Score -3421782 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3422411.000000 Penalty: 11834.532227
	Iteration 8Q: 3 clusters Score -3422411 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3422877.000000 Penalty: 11834.532227
	Iteration 9Q: 3 clusters Score -3422877 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3423268.750000 Penalty: 11834.532227
	Iteration 10Q: 3 clusters Score -3423269 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3423586.500000 Penalty: 11834.532227
	Iteration 11Q: 3 clusters Score -3423586 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3423804.750000 Penalty: 11834.532227
	Iteration 12Q: 3 clusters Score -3423805 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3423976.000000 Penalty: 11834.532227
	Iteration 13Q: 3 clusters Score -3423976 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3424107.500000 Penalty: 11834.532227
	Iteration 14Q: 3 clusters Score -3424108 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3424213.000000 Penalty: 11834.532227
	Iteration 15Q: 3 clusters Score -3424213 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3424276.000000 Penalty: 11834.532227
	Iteration 16Q: 3 clusters Score -3424276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3424335.500000 Penalty: 11834.532227
	Iteration 17Q: 3 clusters Score -3424336 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3424394.750000 Penalty: 11834.532227
	Iteration 18Q: 3 clusters Score -3424395 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3424450.500000 Penalty: 11834.532227
	Iteration 19Q: 3 clusters Score -3424450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3424476.500000 Penalty: 11834.532227
	Iteration 20F: 3 clusters Score -3424476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3424503.750000 Penalty: 11834.532227
	Iteration 21Q: 3 clusters Score -3424504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3424529.250000 Penalty: 11834.532227
	Iteration 22Q: 3 clusters Score -3424529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3424541.750000 Penalty: 11834.532227
	Iteration 23Q: 3 clusters Score -3424542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3424563.750000 Penalty: 11834.532227
	Iteration 24Q: 3 clusters Score -3424564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3424566.000000 Penalty: 11834.532227
	Iteration 25Q: 3 clusters Score -3424566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3424572.000000 Penalty: 11834.532227
	Iteration 26Q: 3 clusters Score -3424572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3424575.250000 Penalty: 11834.532227
	Iteration 27Q: 3 clusters Score -3424575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3424575.000000 Penalty: 11834.532227
	Iteration 28Q: 3 clusters Score -3424575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3424590.000000 Penalty: 11834.532227
	Iteration 29Q: 3 clusters Score -3424590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3424594.000000 Penalty: 11834.532227
	Iteration 30Q: 3 clusters Score -3424594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3424603.500000 Penalty: 11834.532227
	Iteration 31Q: 3 clusters Score -3424604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3424602.750000 Penalty: 11834.532227
	Iteration 32Q: 3 clusters Score -3424603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3424608.500000 Penalty: 11834.532227
	Iteration 33Q: 3 clusters Score -3424608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3424611.750000 Penalty: 11834.532227
	Iteration 34Q: 3 clusters Score -3424612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3424616.000000 Penalty: 11834.532227
	Iteration 35Q: 3 clusters Score -3424616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3424619.000000 Penalty: 11834.532227
	Iteration 36Q: 3 clusters Score -3424619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3424626.000000 Penalty: 11834.532227
	Iteration 37Q: 3 clusters Score -3424626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3424635.750000 Penalty: 11834.532227
	Iteration 38Q: 3 clusters Score -3424636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3424632.000000 Penalty: 11834.532227
	Iteration 39Q: 3 clusters Score -3424632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3424631.250000 Penalty: 11834.532227
	Iteration 40F: 3 clusters Score -3424631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3424634.250000 Penalty: 11834.532227
	Iteration 41Q: 3 clusters Score -3424634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3424638.750000 Penalty: 11834.532227
	Iteration 42Q: 3 clusters Score -3424639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3424636.750000 Penalty: 11834.532227
	Iteration 43Q: 3 clusters Score -3424637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3424639.000000 Penalty: 11834.532227
	Iteration 44Q: 3 clusters Score -3424639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3424636.750000 Penalty: 11834.532227
	Iteration 45Q: 3 clusters Score -3424637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3424637.750000 Penalty: 11834.532227
	Iteration 46Q: 3 clusters Score -3424638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3424640.500000 Penalty: 11834.532227
	Iteration 47Q: 3 clusters Score -3424640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3424640.250000 Penalty: 11834.532227
	Iteration 48Q: 3 clusters Score -3424640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3424647.500000 Penalty: 11834.532227
	Iteration 49Q: 3 clusters Score -3424648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3424644.250000 Penalty: 11834.532227
	Iteration 50Q: 3 clusters Score -3424644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3424644.000000 Penalty: 11834.532227
	Iteration 51Q: 3 clusters Score -3424644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3424647.000000 Penalty: 11834.532227
	Iteration 52Q: 3 clusters Score -3424647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3424649.250000 Penalty: 11834.532227
	Iteration 53Q: 3 clusters Score -3424649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3424649.250000 Penalty: 11834.532227
	Iteration 54F: 3 clusters Score -3424649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Entering Unmasked Estep 
Score: -12911346.000000 Penalty: 6706.229004
	Iteration 0F: 2 clusters Score -1.291135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -12871266.000000 Penalty: 13412.458008
	Iteration 0F: 3 clusters Score -1.287127e+07 nChanged 25214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -12884641.000000 Penalty: 13412.458008
	Iteration 1F: 3 clusters Score -1.288464e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -12885741.000000 Penalty: 13412.458008
	Iteration 2F: 3 clusters Score -1.288574e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -12886636.000000 Penalty: 13412.458008
	Iteration 3Q: 3 clusters Score -1.288664e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -12887486.000000 Penalty: 13412.458008
	Iteration 4Q: 3 clusters Score -1.288749e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -12888504.000000 Penalty: 13412.458008
	Iteration 5Q: 3 clusters Score -1.28885e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -12889700.000000 Penalty: 13412.458008
	Iteration 6Q: 3 clusters Score -1.28897e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -12891400.000000 Penalty: 13412.458008
	Iteration 7F: 3 clusters Score -1.28914e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -12893718.000000 Penalty: 13412.458008
	Iteration 8F: 3 clusters Score -1.289372e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -12896488.000000 Penalty: 13412.458008
	Iteration 9F: 3 clusters Score -1.289649e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -12899475.000000 Penalty: 13412.458008
	Iteration 10F: 3 clusters Score -1.289948e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -12902310.000000 Penalty: 13412.458008
	Iteration 11F: 3 clusters Score -1.290231e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -12904301.000000 Penalty: 13412.458008
	Iteration 12Q: 3 clusters Score -1.29043e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -12905651.000000 Penalty: 13412.458008
	Iteration 13Q: 3 clusters Score -1.290565e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -12906710.000000 Penalty: 13412.458008
	Iteration 14Q: 3 clusters Score -1.290671e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -12907566.000000 Penalty: 13412.458008
	Iteration 15Q: 3 clusters Score -1.290757e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -12908085.000000 Penalty: 13412.458008
	Iteration 16Q: 3 clusters Score -1.290808e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -12908399.000000 Penalty: 13412.458008
	Iteration 17Q: 3 clusters Score -1.29084e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -12908562.000000 Penalty: 13412.458008
	Iteration 18Q: 3 clusters Score -1.290856e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -12908690.000000 Penalty: 13412.458008
	Iteration 19Q: 3 clusters Score -1.290869e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -12908779.000000 Penalty: 13412.458008
	Iteration 20F: 3 clusters Score -1.290878e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -12908824.000000 Penalty: 13412.458008
	Iteration 21Q: 3 clusters Score -1.290882e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -12908882.000000 Penalty: 13412.458008
	Iteration 22Q: 3 clusters Score -1.290888e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -12908890.000000 Penalty: 13412.458008
	Iteration 23Q: 3 clusters Score -1.290889e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -12908909.000000 Penalty: 13412.458008
	Iteration 24Q: 3 clusters Score -1.290891e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -12908923.000000 Penalty: 13412.458008
	Iteration 25Q: 3 clusters Score -1.290892e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -12908959.000000 Penalty: 13412.458008
	Iteration 26Q: 3 clusters Score -1.290896e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -12908973.000000 Penalty: 13412.458008
	Iteration 27Q: 3 clusters Score -1.290897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -12908987.000000 Penalty: 13412.458008
	Iteration 28Q: 3 clusters Score -1.290899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -12908974.000000 Penalty: 13412.458008
	Iteration 29Q: 3 clusters Score -1.290897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -12908987.000000 Penalty: 13412.458008
	Iteration 30Q: 3 clusters Score -1.290899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -12908993.000000 Penalty: 13412.458008
	Iteration 31Q: 3 clusters Score -1.290899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -12908996.000000 Penalty: 13412.458008
	Iteration 32Q: 3 clusters Score -1.2909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -12908984.000000 Penalty: 13412.458008
	Iteration 33Q: 3 clusters Score -1.290898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -12908984.000000 Penalty: 13412.458008
	Iteration 34F: 3 clusters Score -1.290898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Entering Unmasked Estep 
Score: -3576974.250000 Penalty: 5912.996094
	Iteration 0F: 2 clusters Score -3576974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3563220.000000 Penalty: 11825.992188
	Iteration 0F: 3 clusters Score -3563220 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3566636.500000 Penalty: 11825.992188
	Iteration 1F: 3 clusters Score -3566636 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3567193.750000 Penalty: 11825.992188
	Iteration 2F: 3 clusters Score -3567194 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3567510.000000 Penalty: 11825.992188
	Iteration 3Q: 3 clusters Score -3567510 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3567749.000000 Penalty: 11825.992188
	Iteration 4Q: 3 clusters Score -3567749 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3567906.250000 Penalty: 11825.992188
	Iteration 5Q: 3 clusters Score -3567906 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3568051.250000 Penalty: 11825.992188
	Iteration 6Q: 3 clusters Score -3568051 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3568193.500000 Penalty: 11825.992188
	Iteration 7Q: 3 clusters Score -3568194 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -3568305.750000 Penalty: 11825.992188
	Iteration 8Q: 3 clusters Score -3568306 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3568405.500000 Penalty: 11825.992188
	Iteration 9Q: 3 clusters Score -3568406 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -3568533.750000 Penalty: 11825.992188
	Iteration 10Q: 3 clusters Score -3568534 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3568669.000000 Penalty: 11825.992188
	Iteration 11Q: 3 clusters Score -3568669 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3568809.500000 Penalty: 11825.992188
	Iteration 12Q: 3 clusters Score -3568810 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3568935.000000 Penalty: 11825.992188
	Iteration 13Q: 3 clusters Score -3568935 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3569072.250000 Penalty: 11825.992188
	Iteration 14Q: 3 clusters Score -3569072 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3569233.000000 Penalty: 11825.992188
	Iteration 15Q: 3 clusters Score -3569233 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3569392.000000 Penalty: 11825.992188
	Iteration 16Q: 3 clusters Score -3569392 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3569564.750000 Penalty: 11825.992188
	Iteration 17Q: 3 clusters Score -3569565 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3569697.750000 Penalty: 11825.992188
	Iteration 18Q: 3 clusters Score -3569698 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3569873.250000 Penalty: 11825.992188
	Iteration 19Q: 3 clusters Score -3569873 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3570055.500000 Penalty: 11825.992188
	Iteration 20F: 3 clusters Score -3570056 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3570271.500000 Penalty: 11825.992188
	Iteration 21Q: 3 clusters Score -3570272 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3570506.250000 Penalty: 11825.992188
	Iteration 22Q: 3 clusters Score -3570506 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3570730.750000 Penalty: 11825.992188
	Iteration 23Q: 3 clusters Score -3570731 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3570916.000000 Penalty: 11825.992188
	Iteration 24Q: 3 clusters Score -3570916 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3571066.000000 Penalty: 11825.992188
	Iteration 25Q: 3 clusters Score -3571066 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3571175.750000 Penalty: 11825.992188
	Iteration 26Q: 3 clusters Score -3571176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3571265.250000 Penalty: 11825.992188
	Iteration 27Q: 3 clusters Score -3571265 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3571331.500000 Penalty: 11825.992188
	Iteration 28Q: 3 clusters Score -3571332 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3571419.000000 Penalty: 11825.992188
	Iteration 29Q: 3 clusters Score -3571419 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3571478.000000 Penalty: 11825.992188
	Iteration 30Q: 3 clusters Score -3571478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3571528.250000 Penalty: 11825.992188
	Iteration 31Q: 3 clusters Score -3571528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3571581.250000 Penalty: 11825.992188
	Iteration 32Q: 3 clusters Score -3571581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3571615.750000 Penalty: 11825.992188
	Iteration 33Q: 3 clusters Score -3571616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3571652.000000 Penalty: 11825.992188
	Iteration 34Q: 3 clusters Score -3571652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -3571673.750000 Penalty: 11825.992188
	Iteration 35Q: 3 clusters Score -3571674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3571685.500000 Penalty: 11825.992188
	Iteration 36Q: 3 clusters Score -3571686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3571703.000000 Penalty: 11825.992188
	Iteration 37Q: 3 clusters Score -3571703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3571726.000000 Penalty: 11825.992188
	Iteration 38Q: 3 clusters Score -3571726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3571741.750000 Penalty: 11825.992188
	Iteration 39Q: 3 clusters Score -3571742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3571749.250000 Penalty: 11825.992188
	Iteration 40F: 3 clusters Score -3571749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3571758.750000 Penalty: 11825.992188
	Iteration 41Q: 3 clusters Score -3571759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3571760.000000 Penalty: 11825.992188
	Iteration 42Q: 3 clusters Score -3571760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3571766.250000 Penalty: 11825.992188
	Iteration 43Q: 3 clusters Score -3571766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3571770.500000 Penalty: 11825.992188
	Iteration 44Q: 3 clusters Score -3571770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3571781.750000 Penalty: 11825.992188
	Iteration 45Q: 3 clusters Score -3571782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3571780.500000 Penalty: 11825.992188
	Iteration 46Q: 3 clusters Score -3571780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3571787.250000 Penalty: 11825.992188
	Iteration 47Q: 3 clusters Score -3571787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3571786.000000 Penalty: 11825.992188
	Iteration 48Q: 3 clusters Score -3571786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3571786.000000 Penalty: 11825.992188
	Iteration 49F: 3 clusters Score -3571786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Entering Unmasked Estep 
Score: -1476260.000000 Penalty: 5392.189453
	Iteration 0F: 2 clusters Score -1476260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1468124.375000 Penalty: 10784.378906
	Iteration 0F: 3 clusters Score -1468124 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1469581.500000 Penalty: 10784.378906
	Iteration 1F: 3 clusters Score -1469582 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1469985.750000 Penalty: 10784.378906
	Iteration 2F: 3 clusters Score -1469986 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1470216.250000 Penalty: 10784.378906
	Iteration 3Q: 3 clusters Score -1470216 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1470382.750000 Penalty: 10784.378906
	Iteration 4Q: 3 clusters Score -1470383 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1470516.000000 Penalty: 10784.378906
	Iteration 5Q: 3 clusters Score -1470516 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1470623.375000 Penalty: 10784.378906
	Iteration 6Q: 3 clusters Score -1470623 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1470728.000000 Penalty: 10784.378906
	Iteration 7Q: 3 clusters Score -1470728 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1470814.250000 Penalty: 10784.378906
	Iteration 8Q: 3 clusters Score -1470814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1470883.500000 Penalty: 10784.378906
	Iteration 9Q: 3 clusters Score -1470884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1470939.625000 Penalty: 10784.378906
	Iteration 10Q: 3 clusters Score -1470940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1470981.750000 Penalty: 10784.378906
	Iteration 11Q: 3 clusters Score -1470982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1471017.125000 Penalty: 10784.378906
	Iteration 12Q: 3 clusters Score -1471017 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1471061.125000 Penalty: 10784.378906
	Iteration 13Q: 3 clusters Score -1471061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1471101.625000 Penalty: 10784.378906
	Iteration 14Q: 3 clusters Score -1471102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1471140.875000 Penalty: 10784.378906
	Iteration 15Q: 3 clusters Score -1471141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1471179.500000 Penalty: 10784.378906
	Iteration 16Q: 3 clusters Score -1471180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1471219.250000 Penalty: 10784.378906
	Iteration 17Q: 3 clusters Score -1471219 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1471259.875000 Penalty: 10784.378906
	Iteration 18Q: 3 clusters Score -1471260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1471299.875000 Penalty: 10784.378906
	Iteration 19Q: 3 clusters Score -1471300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1471335.375000 Penalty: 10784.378906
	Iteration 20F: 3 clusters Score -1471335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1471372.875000 Penalty: 10784.378906
	Iteration 21Q: 3 clusters Score -1471373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1471405.125000 Penalty: 10784.378906
	Iteration 22Q: 3 clusters Score -1471405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1471431.125000 Penalty: 10784.378906
	Iteration 23Q: 3 clusters Score -1471431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1471454.125000 Penalty: 10784.378906
	Iteration 24Q: 3 clusters Score -1471454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1471471.000000 Penalty: 10784.378906
	Iteration 25Q: 3 clusters Score -1471471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1471479.375000 Penalty: 10784.378906
	Iteration 26Q: 3 clusters Score -1471479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1471487.625000 Penalty: 10784.378906
	Iteration 27Q: 3 clusters Score -1471488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1471497.125000 Penalty: 10784.378906
	Iteration 28Q: 3 clusters Score -1471497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1471514.125000 Penalty: 10784.378906
	Iteration 29Q: 3 clusters Score -1471514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1471535.125000 Penalty: 10784.378906
	Iteration 30Q: 3 clusters Score -1471535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1471557.500000 Penalty: 10784.378906
	Iteration 31Q: 3 clusters Score -1471558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1471588.000000 Penalty: 10784.378906
	Iteration 32Q: 3 clusters Score -1471588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1471625.125000 Penalty: 10784.378906
	Iteration 33Q: 3 clusters Score -1471625 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1471649.375000 Penalty: 10784.378906
	Iteration 34Q: 3 clusters Score -1471649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1471677.625000 Penalty: 10784.378906
	Iteration 35Q: 3 clusters Score -1471678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1471708.375000 Penalty: 10784.378906
	Iteration 36Q: 3 clusters Score -1471708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1471742.250000 Penalty: 10784.378906
	Iteration 37Q: 3 clusters Score -1471742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1471774.625000 Penalty: 10784.378906
	Iteration 38Q: 3 clusters Score -1471775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1471790.250000 Penalty: 10784.378906
	Iteration 39Q: 3 clusters Score -1471790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1471810.875000 Penalty: 10784.378906
	Iteration 40F: 3 clusters Score -1471811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1471837.125000 Penalty: 10784.378906
	Iteration 41Q: 3 clusters Score -1471837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1471872.000000 Penalty: 10784.378906
	Iteration 42Q: 3 clusters Score -1471872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1471904.375000 Penalty: 10784.378906
	Iteration 43Q: 3 clusters Score -1471904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1471929.875000 Penalty: 10784.378906
	Iteration 44Q: 3 clusters Score -1471930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1471949.375000 Penalty: 10784.378906
	Iteration 45Q: 3 clusters Score -1471949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1471976.000000 Penalty: 10784.378906
	Iteration 46Q: 3 clusters Score -1471976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1471996.000000 Penalty: 10784.378906
	Iteration 47Q: 3 clusters Score -1471996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1472014.625000 Penalty: 10784.378906
	Iteration 48Q: 3 clusters Score -1472015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1472033.250000 Penalty: 10784.378906
	Iteration 49Q: 3 clusters Score -1472033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1472047.750000 Penalty: 10784.378906
	Iteration 50Q: 3 clusters Score -1472048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1472060.000000 Penalty: 10784.378906
	Iteration 51Q: 3 clusters Score -1472060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1472072.500000 Penalty: 10784.378906
	Iteration 52Q: 3 clusters Score -1472072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1472086.500000 Penalty: 10784.378906
	Iteration 53Q: 3 clusters Score -1472086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1472098.875000 Penalty: 10784.378906
	Iteration 54Q: 3 clusters Score -1472099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1472115.000000 Penalty: 10784.378906
	Iteration 55Q: 3 clusters Score -1472115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1472132.000000 Penalty: 10784.378906
	Iteration 56Q: 3 clusters Score -1472132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1472140.750000 Penalty: 10784.378906
	Iteration 57Q: 3 clusters Score -1472141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1472161.625000 Penalty: 10784.378906
	Iteration 58Q: 3 clusters Score -1472162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1472166.375000 Penalty: 10784.378906
	Iteration 59Q: 3 clusters Score -1472166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1472180.750000 Penalty: 10784.378906
	Iteration 60F: 3 clusters Score -1472181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1472186.750000 Penalty: 10784.378906
	Iteration 61Q: 3 clusters Score -1472187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1472193.125000 Penalty: 10784.378906
	Iteration 62Q: 3 clusters Score -1472193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1472201.250000 Penalty: 10784.378906
	Iteration 63Q: 3 clusters Score -1472201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1472207.125000 Penalty: 10784.378906
	Iteration 64Q: 3 clusters Score -1472207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1472213.000000 Penalty: 10784.378906
	Iteration 65Q: 3 clusters Score -1472213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1472220.875000 Penalty: 10784.378906
	Iteration 66Q: 3 clusters Score -1472221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1472228.750000 Penalty: 10784.378906
	Iteration 67Q: 3 clusters Score -1472229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1472235.875000 Penalty: 10784.378906
	Iteration 68Q: 3 clusters Score -1472236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1472238.250000 Penalty: 10784.378906
	Iteration 69Q: 3 clusters Score -1472238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1472242.875000 Penalty: 10784.378906
	Iteration 70Q: 3 clusters Score -1472243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1472249.875000 Penalty: 10784.378906
	Iteration 71Q: 3 clusters Score -1472250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1472253.125000 Penalty: 10784.378906
	Iteration 72Q: 3 clusters Score -1472253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1472261.125000 Penalty: 10784.378906
	Iteration 73Q: 3 clusters Score -1472261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1472261.250000 Penalty: 10784.378906
	Iteration 74Q: 3 clusters Score -1472261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1472271.250000 Penalty: 10784.378906
	Iteration 75Q: 3 clusters Score -1472271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1472276.000000 Penalty: 10784.378906
	Iteration 76Q: 3 clusters Score -1472276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1472281.125000 Penalty: 10784.378906
	Iteration 77Q: 3 clusters Score -1472281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1472284.125000 Penalty: 10784.378906
	Iteration 78Q: 3 clusters Score -1472284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1472291.125000 Penalty: 10784.378906
	Iteration 79Q: 3 clusters Score -1472291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1472296.750000 Penalty: 10784.378906
	Iteration 80F: 3 clusters Score -1472297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1472304.375000 Penalty: 10784.378906
	Iteration 81Q: 3 clusters Score -1472304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1472304.625000 Penalty: 10784.378906
	Iteration 82Q: 3 clusters Score -1472305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1472308.875000 Penalty: 10784.378906
	Iteration 83Q: 3 clusters Score -1472309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1472309.500000 Penalty: 10784.378906
	Iteration 84Q: 3 clusters Score -1472310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1472316.375000 Penalty: 10784.378906
	Iteration 85Q: 3 clusters Score -1472316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1472321.250000 Penalty: 10784.378906
	Iteration 86Q: 3 clusters Score -1472321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1472324.875000 Penalty: 10784.378906
	Iteration 87Q: 3 clusters Score -1472325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1472328.625000 Penalty: 10784.378906
	Iteration 88Q: 3 clusters Score -1472329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1472332.500000 Penalty: 10784.378906
	Iteration 89Q: 3 clusters Score -1472332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1472337.375000 Penalty: 10784.378906
	Iteration 90Q: 3 clusters Score -1472337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1472339.625000 Penalty: 10784.378906
	Iteration 91Q: 3 clusters Score -1472340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1472342.125000 Penalty: 10784.378906
	Iteration 92Q: 3 clusters Score -1472342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1472342.625000 Penalty: 10784.378906
	Iteration 93Q: 3 clusters Score -1472343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1472342.625000 Penalty: 10784.378906
	Iteration 94Q: 3 clusters Score -1472343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1472342.625000 Penalty: 10784.378906
	Iteration 95F: 3 clusters Score -1472343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Entering Unmasked Estep 
Score: -14804293.000000 Penalty: 6785.641113
	Iteration 0F: 2 clusters Score -1.480429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -14759016.000000 Penalty: 13571.282227
	Iteration 0F: 3 clusters Score -1.475902e+07 nChanged 28962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -14774564.000000 Penalty: 13571.282227
	Iteration 1F: 3 clusters Score -1.477456e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -14775643.000000 Penalty: 13571.282227
	Iteration 2Q: 3 clusters Score -1.477564e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -14776446.000000 Penalty: 13571.282227
	Iteration 3Q: 3 clusters Score -1.477645e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -14777315.000000 Penalty: 13571.282227
	Iteration 4Q: 3 clusters Score -1.477732e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -14778157.000000 Penalty: 13571.282227
	Iteration 5Q: 3 clusters Score -1.477816e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -14779124.000000 Penalty: 13571.282227
	Iteration 6Q: 3 clusters Score -1.477912e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -14780269.000000 Penalty: 13571.282227
	Iteration 7Q: 3 clusters Score -1.478027e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -14781634.000000 Penalty: 13571.282227
	Iteration 8Q: 3 clusters Score -1.478163e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -14783477.000000 Penalty: 13571.282227
	Iteration 9F: 3 clusters Score -1.478348e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -14785861.000000 Penalty: 13571.282227
	Iteration 10F: 3 clusters Score -1.478586e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -14788665.000000 Penalty: 13571.282227
	Iteration 11F: 3 clusters Score -1.478866e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -14791460.000000 Penalty: 13571.282227
	Iteration 12F: 3 clusters Score -1.479146e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -14793693.000000 Penalty: 13571.282227
	Iteration 13Q: 3 clusters Score -1.479369e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -14795338.000000 Penalty: 13571.282227
	Iteration 14Q: 3 clusters Score -1.479534e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -14796416.000000 Penalty: 13571.282227
	Iteration 15Q: 3 clusters Score -1.479642e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -14797078.000000 Penalty: 13571.282227
	Iteration 16Q: 3 clusters Score -1.479708e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -14797520.000000 Penalty: 13571.282227
	Iteration 17Q: 3 clusters Score -1.479752e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -14797822.000000 Penalty: 13571.282227
	Iteration 18Q: 3 clusters Score -1.479782e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14798064.000000 Penalty: 13571.282227
	Iteration 19Q: 3 clusters Score -1.479806e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -14798194.000000 Penalty: 13571.282227
	Iteration 20F: 3 clusters Score -1.479819e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -14798268.000000 Penalty: 13571.282227
	Iteration 21Q: 3 clusters Score -1.479827e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -14798316.000000 Penalty: 13571.282227
	Iteration 22Q: 3 clusters Score -1.479832e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14798369.000000 Penalty: 13571.282227
	Iteration 23Q: 3 clusters Score -1.479837e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -14798380.000000 Penalty: 13571.282227
	Iteration 24Q: 3 clusters Score -1.479838e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -14798410.000000 Penalty: 13571.282227
	Iteration 25Q: 3 clusters Score -1.479841e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -14798453.000000 Penalty: 13571.282227
	Iteration 26Q: 3 clusters Score -1.479845e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -14798456.000000 Penalty: 13571.282227
	Iteration 27Q: 3 clusters Score -1.479846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -14798479.000000 Penalty: 13571.282227
	Iteration 28Q: 3 clusters Score -1.479848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -14798502.000000 Penalty: 13571.282227
	Iteration 29Q: 3 clusters Score -1.47985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -14798521.000000 Penalty: 13571.282227
	Iteration 30Q: 3 clusters Score -1.479852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -14798529.000000 Penalty: 13571.282227
	Iteration 31Q: 3 clusters Score -1.479853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14798521.000000 Penalty: 13571.282227
	Iteration 32Q: 3 clusters Score -1.479852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -14798517.000000 Penalty: 13571.282227
	Iteration 33Q: 3 clusters Score -1.479852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14798498.000000 Penalty: 13571.282227
	Iteration 34Q: 3 clusters Score -1.47985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -14798504.000000 Penalty: 13571.282227
	Iteration 35Q: 3 clusters Score -1.47985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -14798511.000000 Penalty: 13571.282227
	Iteration 36Q: 3 clusters Score -1.479851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -14798507.000000 Penalty: 13571.282227
	Iteration 37Q: 3 clusters Score -1.479851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14798519.000000 Penalty: 13571.282227
	Iteration 38Q: 3 clusters Score -1.479852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -14798521.000000 Penalty: 13571.282227
	Iteration 39Q: 3 clusters Score -1.479852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -14798540.000000 Penalty: 13571.282227
	Iteration 40F: 3 clusters Score -1.479854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -14798546.000000 Penalty: 13571.282227
	Iteration 41Q: 3 clusters Score -1.479855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -14798542.000000 Penalty: 13571.282227
	Iteration 42Q: 3 clusters Score -1.479854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -14798534.000000 Penalty: 13571.282227
	Iteration 43Q: 3 clusters Score -1.479853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -14798538.000000 Penalty: 13571.282227
	Iteration 44Q: 3 clusters Score -1.479854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -14798552.000000 Penalty: 13571.282227
	Iteration 45Q: 3 clusters Score -1.479855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -14798548.000000 Penalty: 13571.282227
	Iteration 46Q: 3 clusters Score -1.479855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -14798543.000000 Penalty: 13571.282227
	Iteration 47Q: 3 clusters Score -1.479854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -14798554.000000 Penalty: 13571.282227
	Iteration 48Q: 3 clusters Score -1.479855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -14798554.000000 Penalty: 13571.282227
	Iteration 49F: 3 clusters Score -1.479855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Entering Unmasked Estep 
Score: -4859994.500000 Penalty: 6102.788086
	Iteration 0F: 2 clusters Score -4859994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -4842693.000000 Penalty: 12205.576172
	Iteration 0F: 3 clusters Score -4842693 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -4847366.000000 Penalty: 12205.576172
	Iteration 1F: 3 clusters Score -4847366 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -4848037.500000 Penalty: 12205.576172
	Iteration 2F: 3 clusters Score -4848038 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -4848479.500000 Penalty: 12205.576172
	Iteration 3Q: 3 clusters Score -4848480 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4848819.000000 Penalty: 12205.576172
	Iteration 4Q: 3 clusters Score -4848819 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -4849095.500000 Penalty: 12205.576172
	Iteration 5Q: 3 clusters Score -4849096 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -4849320.000000 Penalty: 12205.576172
	Iteration 6Q: 3 clusters Score -4849320 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -4849531.000000 Penalty: 12205.576172
	Iteration 7Q: 3 clusters Score -4849531 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4849699.000000 Penalty: 12205.576172
	Iteration 8Q: 3 clusters Score -4849699 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4849869.500000 Penalty: 12205.576172
	Iteration 9Q: 3 clusters Score -4849870 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4850023.500000 Penalty: 12205.576172
	Iteration 10Q: 3 clusters Score -4850024 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -4850222.500000 Penalty: 12205.576172
	Iteration 11Q: 3 clusters Score -4850222 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -4850399.500000 Penalty: 12205.576172
	Iteration 12Q: 3 clusters Score -4850400 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4850573.500000 Penalty: 12205.576172
	Iteration 13Q: 3 clusters Score -4850574 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4850794.000000 Penalty: 12205.576172
	Iteration 14Q: 3 clusters Score -4850794 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -4851025.500000 Penalty: 12205.576172
	Iteration 15Q: 3 clusters Score -4851026 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -4851306.000000 Penalty: 12205.576172
	Iteration 16Q: 3 clusters Score -4851306 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4851607.000000 Penalty: 12205.576172
	Iteration 17Q: 3 clusters Score -4851607 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -4851936.000000 Penalty: 12205.576172
	Iteration 18Q: 3 clusters Score -4851936 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4852267.500000 Penalty: 12205.576172
	Iteration 19Q: 3 clusters Score -4852268 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4852613.500000 Penalty: 12205.576172
	Iteration 20F: 3 clusters Score -4852614 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -4852926.000000 Penalty: 12205.576172
	Iteration 21Q: 3 clusters Score -4852926 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4853307.500000 Penalty: 12205.576172
	Iteration 22Q: 3 clusters Score -4853308 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -4853668.000000 Penalty: 12205.576172
	Iteration 23Q: 3 clusters Score -4853668 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -4854028.500000 Penalty: 12205.576172
	Iteration 24Q: 3 clusters Score -4854028 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -4854269.000000 Penalty: 12205.576172
	Iteration 25Q: 3 clusters Score -4854269 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4854467.500000 Penalty: 12205.576172
	Iteration 26Q: 3 clusters Score -4854468 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4854618.500000 Penalty: 12205.576172
	Iteration 27Q: 3 clusters Score -4854618 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4854730.000000 Penalty: 12205.576172
	Iteration 28Q: 3 clusters Score -4854730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -4854841.000000 Penalty: 12205.576172
	Iteration 29Q: 3 clusters Score -4854841 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -4854898.500000 Penalty: 12205.576172
	Iteration 30Q: 3 clusters Score -4854898 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4854998.500000 Penalty: 12205.576172
	Iteration 31Q: 3 clusters Score -4854998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -4855048.000000 Penalty: 12205.576172
	Iteration 32Q: 3 clusters Score -4855048 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4855117.500000 Penalty: 12205.576172
	Iteration 33Q: 3 clusters Score -4855118 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4855127.000000 Penalty: 12205.576172
	Iteration 34Q: 3 clusters Score -4855127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4855145.000000 Penalty: 12205.576172
	Iteration 35Q: 3 clusters Score -4855145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4855180.500000 Penalty: 12205.576172
	Iteration 36Q: 3 clusters Score -4855180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -4855199.500000 Penalty: 12205.576172
	Iteration 37Q: 3 clusters Score -4855200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4855212.500000 Penalty: 12205.576172
	Iteration 38Q: 3 clusters Score -4855212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4855212.500000 Penalty: 12205.576172
	Iteration 39Q: 3 clusters Score -4855212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -4855231.500000 Penalty: 12205.576172
	Iteration 40F: 3 clusters Score -4855232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -4855238.000000 Penalty: 12205.576172
	Iteration 41Q: 3 clusters Score -4855238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -4855245.500000 Penalty: 12205.576172
	Iteration 42Q: 3 clusters Score -4855246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4855246.000000 Penalty: 12205.576172
	Iteration 43Q: 3 clusters Score -4855246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4855245.000000 Penalty: 12205.576172
	Iteration 44Q: 3 clusters Score -4855245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4855253.500000 Penalty: 12205.576172
	Iteration 45Q: 3 clusters Score -4855254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4855269.500000 Penalty: 12205.576172
	Iteration 46Q: 3 clusters Score -4855270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4855257.500000 Penalty: 12205.576172
	Iteration 47Q: 3 clusters Score -4855258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -4855273.000000 Penalty: 12205.576172
	Iteration 48Q: 3 clusters Score -4855273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -4855281.000000 Penalty: 12205.576172
	Iteration 49Q: 3 clusters Score -4855281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4855296.500000 Penalty: 12205.576172
	Iteration 50Q: 3 clusters Score -4855296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -4855297.000000 Penalty: 12205.576172
	Iteration 51Q: 3 clusters Score -4855297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -4855313.500000 Penalty: 12205.576172
	Iteration 52Q: 3 clusters Score -4855314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -4855308.000000 Penalty: 12205.576172
	Iteration 53Q: 3 clusters Score -4855308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -4855312.000000 Penalty: 12205.576172
	Iteration 54Q: 3 clusters Score -4855312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4855321.000000 Penalty: 12205.576172
	Iteration 55Q: 3 clusters Score -4855321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -4855327.000000 Penalty: 12205.576172
	Iteration 56Q: 3 clusters Score -4855327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4855335.000000 Penalty: 12205.576172
	Iteration 57Q: 3 clusters Score -4855335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -4855336.000000 Penalty: 12205.576172
	Iteration 58Q: 3 clusters Score -4855336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4855334.000000 Penalty: 12205.576172
	Iteration 59Q: 3 clusters Score -4855334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4855342.000000 Penalty: 12205.576172
	Iteration 60F: 3 clusters Score -4855342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4855339.500000 Penalty: 12205.576172
	Iteration 61Q: 3 clusters Score -4855340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4855342.500000 Penalty: 12205.576172
	Iteration 62Q: 3 clusters Score -4855342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -4855349.000000 Penalty: 12205.576172
	Iteration 63Q: 3 clusters Score -4855349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4855346.500000 Penalty: 12205.576172
	Iteration 64Q: 3 clusters Score -4855346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -4855360.500000 Penalty: 12205.576172
	Iteration 65Q: 3 clusters Score -4855360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4855366.500000 Penalty: 12205.576172
	Iteration 66Q: 3 clusters Score -4855366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4855371.000000 Penalty: 12205.576172
	Iteration 67Q: 3 clusters Score -4855371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4855379.500000 Penalty: 12205.576172
	Iteration 68Q: 3 clusters Score -4855380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4855381.000000 Penalty: 12205.576172
	Iteration 69Q: 3 clusters Score -4855381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4855376.500000 Penalty: 12205.576172
	Iteration 70Q: 3 clusters Score -4855376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4855373.500000 Penalty: 12205.576172
	Iteration 71Q: 3 clusters Score -4855374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4855372.000000 Penalty: 12205.576172
	Iteration 72Q: 3 clusters Score -4855372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4855375.000000 Penalty: 12205.576172
	Iteration 73Q: 3 clusters Score -4855375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4855375.500000 Penalty: 12205.576172
	Iteration 74Q: 3 clusters Score -4855376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4855372.000000 Penalty: 12205.576172
	Iteration 75Q: 3 clusters Score -4855372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -4855374.000000 Penalty: 12205.576172
	Iteration 76Q: 3 clusters Score -4855374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4855372.000000 Penalty: 12205.576172
	Iteration 77Q: 3 clusters Score -4855372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4855378.500000 Penalty: 12205.576172
	Iteration 78Q: 3 clusters Score -4855378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4855375.500000 Penalty: 12205.576172
	Iteration 79Q: 3 clusters Score -4855376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4855372.500000 Penalty: 12205.576172
	Iteration 80F: 3 clusters Score -4855372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4855370.000000 Penalty: 12205.576172
	Iteration 81Q: 3 clusters Score -4855370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4855370.000000 Penalty: 12205.576172
	Iteration 82F: 3 clusters Score -4855370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -531846.375000 Penalty: 4784.089355
	Iteration 0F: 2 clusters Score -531846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -526656.187500 Penalty: 9568.178711
	Iteration 0F: 3 clusters Score -526656.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -527527.562500 Penalty: 9568.178711
	Iteration 1F: 3 clusters Score -527527.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -527841.625000 Penalty: 9568.178711
	Iteration 2F: 3 clusters Score -527841.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -528033.312500 Penalty: 9568.178711
	Iteration 3Q: 3 clusters Score -528033.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -528149.750000 Penalty: 9568.178711
	Iteration 4Q: 3 clusters Score -528149.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -528237.937500 Penalty: 9568.178711
	Iteration 5Q: 3 clusters Score -528237.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -528312.625000 Penalty: 9568.178711
	Iteration 6Q: 3 clusters Score -528312.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -528353.562500 Penalty: 9568.178711
	Iteration 7Q: 3 clusters Score -528353.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -528386.937500 Penalty: 9568.178711
	Iteration 8Q: 3 clusters Score -528386.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -528410.250000 Penalty: 9568.178711
	Iteration 9Q: 3 clusters Score -528410.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -528443.062500 Penalty: 9568.178711
	Iteration 10Q: 3 clusters Score -528443.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -528470.000000 Penalty: 9568.178711
	Iteration 11Q: 3 clusters Score -528470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -528499.750000 Penalty: 9568.178711
	Iteration 12Q: 3 clusters Score -528499.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -528538.937500 Penalty: 9568.178711
	Iteration 13Q: 3 clusters Score -528538.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -528563.500000 Penalty: 9568.178711
	Iteration 14Q: 3 clusters Score -528563.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -528580.000000 Penalty: 9568.178711
	Iteration 15Q: 3 clusters Score -528580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -528594.750000 Penalty: 9568.178711
	Iteration 16Q: 3 clusters Score -528594.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -528621.625000 Penalty: 9568.178711
	Iteration 17Q: 3 clusters Score -528621.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -528646.500000 Penalty: 9568.178711
	Iteration 18Q: 3 clusters Score -528646.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -528682.250000 Penalty: 9568.178711
	Iteration 19Q: 3 clusters Score -528682.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -528708.750000 Penalty: 9568.178711
	Iteration 20F: 3 clusters Score -528708.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -528728.312500 Penalty: 9568.178711
	Iteration 21Q: 3 clusters Score -528728.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -528745.125000 Penalty: 9568.178711
	Iteration 22Q: 3 clusters Score -528745.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -528754.937500 Penalty: 9568.178711
	Iteration 23Q: 3 clusters Score -528754.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -528772.125000 Penalty: 9568.178711
	Iteration 24Q: 3 clusters Score -528772.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -528787.875000 Penalty: 9568.178711
	Iteration 25Q: 3 clusters Score -528787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -528797.375000 Penalty: 9568.178711
	Iteration 26Q: 3 clusters Score -528797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -528805.812500 Penalty: 9568.178711
	Iteration 27Q: 3 clusters Score -528805.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -528815.437500 Penalty: 9568.178711
	Iteration 28Q: 3 clusters Score -528815.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -528823.062500 Penalty: 9568.178711
	Iteration 29Q: 3 clusters Score -528823.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -528831.312500 Penalty: 9568.178711
	Iteration 30Q: 3 clusters Score -528831.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -528833.187500 Penalty: 9568.178711
	Iteration 31Q: 3 clusters Score -528833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -528835.875000 Penalty: 9568.178711
	Iteration 32Q: 3 clusters Score -528835.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -528835.875000 Penalty: 9568.178711
	Iteration 33F: 3 clusters Score -528835.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Entering Unmasked Estep 
Score: -3876041.000000 Penalty: 5962.911133
	Iteration 0F: 2 clusters Score -3876041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3861487.000000 Penalty: 11925.822266
	Iteration 0F: 3 clusters Score -3861487 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3865096.750000 Penalty: 11925.822266
	Iteration 1F: 3 clusters Score -3865097 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3865729.500000 Penalty: 11925.822266
	Iteration 2F: 3 clusters Score -3865730 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3866092.500000 Penalty: 11925.822266
	Iteration 3Q: 3 clusters Score -3866092 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3866355.500000 Penalty: 11925.822266
	Iteration 4Q: 3 clusters Score -3866356 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -3866569.000000 Penalty: 11925.822266
	Iteration 5Q: 3 clusters Score -3866569 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3866728.000000 Penalty: 11925.822266
	Iteration 6Q: 3 clusters Score -3866728 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3866910.750000 Penalty: 11925.822266
	Iteration 7Q: 3 clusters Score -3866911 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3867083.500000 Penalty: 11925.822266
	Iteration 8Q: 3 clusters Score -3867084 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3867231.750000 Penalty: 11925.822266
	Iteration 9Q: 3 clusters Score -3867232 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3867414.250000 Penalty: 11925.822266
	Iteration 10Q: 3 clusters Score -3867414 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3867620.000000 Penalty: 11925.822266
	Iteration 11Q: 3 clusters Score -3867620 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3867842.500000 Penalty: 11925.822266
	Iteration 12Q: 3 clusters Score -3867842 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3868145.750000 Penalty: 11925.822266
	Iteration 13Q: 3 clusters Score -3868146 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3868520.250000 Penalty: 11925.822266
	Iteration 14Q: 3 clusters Score -3868520 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3868912.250000 Penalty: 11925.822266
	Iteration 15Q: 3 clusters Score -3868912 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3869315.750000 Penalty: 11925.822266
	Iteration 16Q: 3 clusters Score -3869316 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3869684.000000 Penalty: 11925.822266
	Iteration 17Q: 3 clusters Score -3869684 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3870004.500000 Penalty: 11925.822266
	Iteration 18Q: 3 clusters Score -3870004 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3870281.750000 Penalty: 11925.822266
	Iteration 19Q: 3 clusters Score -3870282 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3870459.250000 Penalty: 11925.822266
	Iteration 20F: 3 clusters Score -3870459 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3870585.500000 Penalty: 11925.822266
	Iteration 21Q: 3 clusters Score -3870586 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3870701.500000 Penalty: 11925.822266
	Iteration 22Q: 3 clusters Score -3870702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3870782.750000 Penalty: 11925.822266
	Iteration 23Q: 3 clusters Score -3870783 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3870846.250000 Penalty: 11925.822266
	Iteration 24Q: 3 clusters Score -3870846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3870883.250000 Penalty: 11925.822266
	Iteration 25Q: 3 clusters Score -3870883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3870900.750000 Penalty: 11925.822266
	Iteration 26Q: 3 clusters Score -3870901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3870926.250000 Penalty: 11925.822266
	Iteration 27Q: 3 clusters Score -3870926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3870938.750000 Penalty: 11925.822266
	Iteration 28Q: 3 clusters Score -3870939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3870963.500000 Penalty: 11925.822266
	Iteration 29Q: 3 clusters Score -3870964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3870984.250000 Penalty: 11925.822266
	Iteration 30Q: 3 clusters Score -3870984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3870998.750000 Penalty: 11925.822266
	Iteration 31Q: 3 clusters Score -3870999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3871009.000000 Penalty: 11925.822266
	Iteration 32Q: 3 clusters Score -3871009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3871012.750000 Penalty: 11925.822266
	Iteration 33Q: 3 clusters Score -3871013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3871015.500000 Penalty: 11925.822266
	Iteration 34Q: 3 clusters Score -3871016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3871014.250000 Penalty: 11925.822266
	Iteration 35Q: 3 clusters Score -3871014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3871017.000000 Penalty: 11925.822266
	Iteration 36Q: 3 clusters Score -3871017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3871022.750000 Penalty: 11925.822266
	Iteration 37Q: 3 clusters Score -3871023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3871025.750000 Penalty: 11925.822266
	Iteration 38Q: 3 clusters Score -3871026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3871023.750000 Penalty: 11925.822266
	Iteration 39Q: 3 clusters Score -3871024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3871023.750000 Penalty: 11925.822266
	Iteration 40F: 3 clusters Score -3871024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3871021.750000 Penalty: 11925.822266
	Iteration 41Q: 3 clusters Score -3871022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3871032.250000 Penalty: 11925.822266
	Iteration 42Q: 3 clusters Score -3871032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3871034.250000 Penalty: 11925.822266
	Iteration 43Q: 3 clusters Score -3871034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3871032.500000 Penalty: 11925.822266
	Iteration 44Q: 3 clusters Score -3871032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3871031.250000 Penalty: 11925.822266
	Iteration 45Q: 3 clusters Score -3871031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3871030.750000 Penalty: 11925.822266
	Iteration 46Q: 3 clusters Score -3871031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3871030.750000 Penalty: 11925.822266
	Iteration 47F: 3 clusters Score -3871031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Entering Unmasked Estep 
Score: -3470501.250000 Penalty: 5907.428223
	Iteration 0F: 2 clusters Score -3470501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3456884.250000 Penalty: 11814.856445
	Iteration 0F: 3 clusters Score -3456884 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3460863.000000 Penalty: 11814.856445
	Iteration 1F: 3 clusters Score -3460863 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3462393.250000 Penalty: 11814.856445
	Iteration 2F: 3 clusters Score -3462393 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3463769.750000 Penalty: 11814.856445
	Iteration 3F: 3 clusters Score -3463770 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3464918.000000 Penalty: 11814.856445
	Iteration 4F: 3 clusters Score -3464918 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3465761.000000 Penalty: 11814.856445
	Iteration 5F: 3 clusters Score -3465761 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3466391.250000 Penalty: 11814.856445
	Iteration 6Q: 3 clusters Score -3466391 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3466826.500000 Penalty: 11814.856445
	Iteration 7Q: 3 clusters Score -3466826 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3467127.000000 Penalty: 11814.856445
	Iteration 8Q: 3 clusters Score -3467127 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3467350.250000 Penalty: 11814.856445
	Iteration 9Q: 3 clusters Score -3467350 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3467492.000000 Penalty: 11814.856445
	Iteration 10Q: 3 clusters Score -3467492 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3467611.000000 Penalty: 11814.856445
	Iteration 11Q: 3 clusters Score -3467611 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3467695.750000 Penalty: 11814.856445
	Iteration 12Q: 3 clusters Score -3467696 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3467772.000000 Penalty: 11814.856445
	Iteration 13Q: 3 clusters Score -3467772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3467836.750000 Penalty: 11814.856445
	Iteration 14Q: 3 clusters Score -3467837 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3467879.000000 Penalty: 11814.856445
	Iteration 15Q: 3 clusters Score -3467879 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3467914.500000 Penalty: 11814.856445
	Iteration 16Q: 3 clusters Score -3467914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3467939.250000 Penalty: 11814.856445
	Iteration 17Q: 3 clusters Score -3467939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3467947.750000 Penalty: 11814.856445
	Iteration 18Q: 3 clusters Score -3467948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3467964.750000 Penalty: 11814.856445
	Iteration 19Q: 3 clusters Score -3467965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3467970.000000 Penalty: 11814.856445
	Iteration 20F: 3 clusters Score -3467970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3467980.750000 Penalty: 11814.856445
	Iteration 21Q: 3 clusters Score -3467981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3468003.500000 Penalty: 11814.856445
	Iteration 22Q: 3 clusters Score -3468004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3468015.500000 Penalty: 11814.856445
	Iteration 23Q: 3 clusters Score -3468016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3468020.750000 Penalty: 11814.856445
	Iteration 24Q: 3 clusters Score -3468021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3468034.250000 Penalty: 11814.856445
	Iteration 25Q: 3 clusters Score -3468034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3468042.000000 Penalty: 11814.856445
	Iteration 26Q: 3 clusters Score -3468042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3468053.000000 Penalty: 11814.856445
	Iteration 27Q: 3 clusters Score -3468053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3468051.250000 Penalty: 11814.856445
	Iteration 28Q: 3 clusters Score -3468051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3468048.750000 Penalty: 11814.856445
	Iteration 29Q: 3 clusters Score -3468049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3468048.750000 Penalty: 11814.856445
	Iteration 30F: 3 clusters Score -3468049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (143956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143956 members 
Entering Unmasked Estep 
Score: -32868134.000000 Penalty: 7274.823730
	Iteration 0F: 2 clusters Score -3.286813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -32781182.000000 Penalty: 14549.647461
	Iteration 0F: 3 clusters Score -3.278118e+07 nChanged 66874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -32818194.000000 Penalty: 14549.647461
	Iteration 1F: 3 clusters Score -3.281819e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -32819532.000000 Penalty: 14549.647461
	Iteration 2Q: 3 clusters Score -3.281953e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -32820492.000000 Penalty: 14549.647461
	Iteration 3Q: 3 clusters Score -3.282049e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -32821810.000000 Penalty: 14549.647461
	Iteration 4Q: 3 clusters Score -3.282181e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -32823392.000000 Penalty: 14549.647461
	Iteration 5Q: 3 clusters Score -3.282339e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 77404 members 
Entering Unmasked Estep 
Score: -32825174.000000 Penalty: 14549.647461
	Iteration 6Q: 3 clusters Score -3.282517e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -32827282.000000 Penalty: 14549.647461
	Iteration 7Q: 3 clusters Score -3.282728e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -32830202.000000 Penalty: 14549.647461
	Iteration 8Q: 3 clusters Score -3.28302e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -32833958.000000 Penalty: 14549.647461
	Iteration 9Q: 3 clusters Score -3.283396e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -32838340.000000 Penalty: 14549.647461
	Iteration 10F: 3 clusters Score -3.283834e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -32842940.000000 Penalty: 14549.647461
	Iteration 11F: 3 clusters Score -3.284294e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -32847046.000000 Penalty: 14549.647461
	Iteration 12Q: 3 clusters Score -3.284705e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -32850602.000000 Penalty: 14549.647461
	Iteration 13Q: 3 clusters Score -3.28506e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -32853016.000000 Penalty: 14549.647461
	Iteration 14Q: 3 clusters Score -3.285302e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -32854906.000000 Penalty: 14549.647461
	Iteration 15Q: 3 clusters Score -3.285491e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 110168 members 
Entering Unmasked Estep 
Score: -32856424.000000 Penalty: 14549.647461
	Iteration 16Q: 3 clusters Score -3.285642e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 113071 members 
Entering Unmasked Estep 
Score: -32857804.000000 Penalty: 14549.647461
	Iteration 17Q: 3 clusters Score -3.28578e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 115944 members 
Entering Unmasked Estep 
Score: -32858804.000000 Penalty: 14549.647461
	Iteration 18Q: 3 clusters Score -3.28588e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 118854 members 
Entering Unmasked Estep 
Score: -32859504.000000 Penalty: 14549.647461
	Iteration 19Q: 3 clusters Score -3.28595e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -32860528.000000 Penalty: 14549.647461
	Iteration 20F: 3 clusters Score -3.286053e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 124724 members 
Entering Unmasked Estep 
Score: -32861342.000000 Penalty: 14549.647461
	Iteration 21Q: 3 clusters Score -3.286134e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -32861948.000000 Penalty: 14549.647461
	Iteration 22Q: 3 clusters Score -3.286195e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 129739 members 
Entering Unmasked Estep 
Score: -32862548.000000 Penalty: 14549.647461
	Iteration 23Q: 3 clusters Score -3.286255e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 131707 members 
Entering Unmasked Estep 
Score: -32863074.000000 Penalty: 14549.647461
	Iteration 24Q: 3 clusters Score -3.286307e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 133238 members 
Entering Unmasked Estep 
Score: -32863648.000000 Penalty: 14549.647461
	Iteration 25Q: 3 clusters Score -3.286365e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 134386 members 
Entering Unmasked Estep 
Score: -32863954.000000 Penalty: 14549.647461
	Iteration 26Q: 3 clusters Score -3.286395e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 135209 members 
Entering Unmasked Estep 
Score: -32864210.000000 Penalty: 14549.647461
	Iteration 27Q: 3 clusters Score -3.286421e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 135792 members 
Entering Unmasked Estep 
Score: -32864480.000000 Penalty: 14549.647461
	Iteration 28Q: 3 clusters Score -3.286448e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 136201 members 
Entering Unmasked Estep 
Score: -32864568.000000 Penalty: 14549.647461
	Iteration 29Q: 3 clusters Score -3.286457e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 136544 members 
Entering Unmasked Estep 
Score: -32864702.000000 Penalty: 14549.647461
	Iteration 30Q: 3 clusters Score -3.28647e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 136788 members 
Entering Unmasked Estep 
Score: -32864832.000000 Penalty: 14549.647461
	Iteration 31Q: 3 clusters Score -3.286483e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 136990 members 
Entering Unmasked Estep 
Score: -32864910.000000 Penalty: 14549.647461
	Iteration 32Q: 3 clusters Score -3.286491e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 137133 members 
Entering Unmasked Estep 
Score: -32864904.000000 Penalty: 14549.647461
	Iteration 33Q: 3 clusters Score -3.28649e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 137248 members 
Entering Unmasked Estep 
Score: -32864896.000000 Penalty: 14549.647461
	Iteration 34Q: 3 clusters Score -3.28649e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 137357 members 
Entering Unmasked Estep 
Score: -32864926.000000 Penalty: 14549.647461
	Iteration 35Q: 3 clusters Score -3.286493e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 137439 members 
Entering Unmasked Estep 
Score: -32864912.000000 Penalty: 14549.647461
	Iteration 36Q: 3 clusters Score -3.286491e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 137527 members 
Entering Unmasked Estep 
Score: -32864880.000000 Penalty: 14549.647461
	Iteration 37Q: 3 clusters Score -3.286488e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 137585 members 
Entering Unmasked Estep 
Score: -32864932.000000 Penalty: 14549.647461
	Iteration 38Q: 3 clusters Score -3.286493e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 137644 members 
Entering Unmasked Estep 
Score: -32864958.000000 Penalty: 14549.647461
	Iteration 39Q: 3 clusters Score -3.286496e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 137711 members 
Entering Unmasked Estep 
Score: -32864998.000000 Penalty: 14549.647461
	Iteration 40F: 3 clusters Score -3.2865e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 137787 members 
Entering Unmasked Estep 
Score: -32865014.000000 Penalty: 14549.647461
	Iteration 41Q: 3 clusters Score -3.286501e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 137841 members 
Entering Unmasked Estep 
Score: -32865000.000000 Penalty: 14549.647461
	Iteration 42Q: 3 clusters Score -3.2865e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 137886 members 
Entering Unmasked Estep 
Score: -32865058.000000 Penalty: 14549.647461
	Iteration 43Q: 3 clusters Score -3.286506e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 137946 members 
Entering Unmasked Estep 
Score: -32865044.000000 Penalty: 14549.647461
	Iteration 44Q: 3 clusters Score -3.286504e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 137999 members 
Entering Unmasked Estep 
Score: -32865044.000000 Penalty: 14549.647461
	Iteration 45Q: 3 clusters Score -3.286504e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 138060 members 
Entering Unmasked Estep 
Score: -32864998.000000 Penalty: 14549.647461
	Iteration 46Q: 3 clusters Score -3.2865e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 138117 members 
Entering Unmasked Estep 
Score: -32864998.000000 Penalty: 14549.647461
	Iteration 47Q: 3 clusters Score -3.2865e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 138158 members 
Entering Unmasked Estep 
Score: -32865002.000000 Penalty: 14549.647461
	Iteration 48Q: 3 clusters Score -3.2865e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 138205 members 
Entering Unmasked Estep 
Score: -32864978.000000 Penalty: 14549.647461
	Iteration 49Q: 3 clusters Score -3.286498e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 138246 members 
Entering Unmasked Estep 
Score: -32864980.000000 Penalty: 14549.647461
	Iteration 50Q: 3 clusters Score -3.286498e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 138300 members 
Entering Unmasked Estep 
Score: -32864960.000000 Penalty: 14549.647461
	Iteration 51Q: 3 clusters Score -3.286496e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -32865008.000000 Penalty: 14549.647461
	Iteration 52Q: 3 clusters Score -3.286501e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 138385 members 
Entering Unmasked Estep 
Score: -32865022.000000 Penalty: 14549.647461
	Iteration 53Q: 3 clusters Score -3.286502e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 138403 members 
Entering Unmasked Estep 
Score: -32865056.000000 Penalty: 14549.647461
	Iteration 54Q: 3 clusters Score -3.286506e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -32865076.000000 Penalty: 14549.647461
	Iteration 55Q: 3 clusters Score -3.286508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 138435 members 
Entering Unmasked Estep 
Score: -32865070.000000 Penalty: 14549.647461
	Iteration 56Q: 3 clusters Score -3.286507e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 138452 members 
Entering Unmasked Estep 
Score: -32865066.000000 Penalty: 14549.647461
	Iteration 57Q: 3 clusters Score -3.286507e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 138461 members 
Entering Unmasked Estep 
Score: -32865038.000000 Penalty: 14549.647461
	Iteration 58Q: 3 clusters Score -3.286504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 138473 members 
Entering Unmasked Estep 
Score: -32865026.000000 Penalty: 14549.647461
	Iteration 59Q: 3 clusters Score -3.286503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 138486 members 
Entering Unmasked Estep 
Score: -32865026.000000 Penalty: 14549.647461
	Iteration 60F: 3 clusters Score -3.286503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 138496 members 
Entering Unmasked Estep 
Score: -32865042.000000 Penalty: 14549.647461
	Iteration 61Q: 3 clusters Score -3.286504e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 138506 members 
Entering Unmasked Estep 
Score: -32865026.000000 Penalty: 14549.647461
	Iteration 62Q: 3 clusters Score -3.286503e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 138513 members 
Entering Unmasked Estep 
Score: -32865032.000000 Penalty: 14549.647461
	Iteration 63Q: 3 clusters Score -3.286503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 138514 members 
Entering Unmasked Estep 
Score: -32865052.000000 Penalty: 14549.647461
	Iteration 64Q: 3 clusters Score -3.286505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 138536 members 
Entering Unmasked Estep 
Score: -32865038.000000 Penalty: 14549.647461
	Iteration 65Q: 3 clusters Score -3.286504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 138540 members 
Entering Unmasked Estep 
Score: -32865062.000000 Penalty: 14549.647461
	Iteration 66Q: 3 clusters Score -3.286506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 138545 members 
Entering Unmasked Estep 
Score: -32865054.000000 Penalty: 14549.647461
	Iteration 67Q: 3 clusters Score -3.286505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 138548 members 
Entering Unmasked Estep 
Score: -32865094.000000 Penalty: 14549.647461
	Iteration 68Q: 3 clusters Score -3.286509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 138550 members 
Entering Unmasked Estep 
Score: -32865074.000000 Penalty: 14549.647461
	Iteration 69Q: 3 clusters Score -3.286507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 138553 members 
Entering Unmasked Estep 
Score: -32865064.000000 Penalty: 14549.647461
	Iteration 70Q: 3 clusters Score -3.286506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 138558 members 
Entering Unmasked Estep 
Score: -32865054.000000 Penalty: 14549.647461
	Iteration 71Q: 3 clusters Score -3.286505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 138562 members 
Entering Unmasked Estep 
Score: -32865054.000000 Penalty: 14549.647461
	Iteration 72Q: 3 clusters Score -3.286505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 138562 members 
Entering Unmasked Estep 
Score: -32865040.000000 Penalty: 14549.647461
	Iteration 73Q: 3 clusters Score -3.286504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 138566 members 
Entering Unmasked Estep 
Score: -32865044.000000 Penalty: 14549.647461
	Iteration 74Q: 3 clusters Score -3.286504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 138574 members 
Entering Unmasked Estep 
Score: -32865020.000000 Penalty: 14549.647461
	Iteration 75Q: 3 clusters Score -3.286502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 138579 members 
Entering Unmasked Estep 
Score: -32865054.000000 Penalty: 14549.647461
	Iteration 76Q: 3 clusters Score -3.286505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 138581 members 
Entering Unmasked Estep 
Score: -32865044.000000 Penalty: 14549.647461
	Iteration 77Q: 3 clusters Score -3.286504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 138583 members 
Entering Unmasked Estep 
Score: -32865054.000000 Penalty: 14549.647461
	Iteration 78Q: 3 clusters Score -3.286505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 138589 members 
Entering Unmasked Estep 
Score: -32865060.000000 Penalty: 14549.647461
	Iteration 79Q: 3 clusters Score -3.286506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 138591 members 
Entering Unmasked Estep 
Score: -32865044.000000 Penalty: 14549.647461
	Iteration 80F: 3 clusters Score -3.286504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 138590 members 
Entering Unmasked Estep 
Score: -32865052.000000 Penalty: 14549.647461
	Iteration 81Q: 3 clusters Score -3.286505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 138596 members 
Entering Unmasked Estep 
Score: -32865060.000000 Penalty: 14549.647461
	Iteration 82Q: 3 clusters Score -3.286506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 138599 members 
Entering Unmasked Estep 
Score: -32865050.000000 Penalty: 14549.647461
	Iteration 83Q: 3 clusters Score -3.286505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 138606 members 
Entering Unmasked Estep 
Score: -32865054.000000 Penalty: 14549.647461
	Iteration 84Q: 3 clusters Score -3.286505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -32865042.000000 Penalty: 14549.647461
	Iteration 85Q: 3 clusters Score -3.286504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 138611 members 
Entering Unmasked Estep 
Score: -32865062.000000 Penalty: 14549.647461
	Iteration 86Q: 3 clusters Score -3.286506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 138616 members 
Entering Unmasked Estep 
Score: -32865056.000000 Penalty: 14549.647461
	Iteration 87Q: 3 clusters Score -3.286506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 138619 members 
Entering Unmasked Estep 
Score: -32865040.000000 Penalty: 14549.647461
	Iteration 88Q: 3 clusters Score -3.286504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 138628 members 
Entering Unmasked Estep 
Score: -32865028.000000 Penalty: 14549.647461
	Iteration 89Q: 3 clusters Score -3.286503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 138629 members 
Entering Unmasked Estep 
Score: -32865058.000000 Penalty: 14549.647461
	Iteration 90Q: 3 clusters Score -3.286506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 138631 members 
Entering Unmasked Estep 
Score: -32865048.000000 Penalty: 14549.647461
	Iteration 91Q: 3 clusters Score -3.286505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 138633 members 
Entering Unmasked Estep 
Score: -32865060.000000 Penalty: 14549.647461
	Iteration 92Q: 3 clusters Score -3.286506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 138636 members 
Entering Unmasked Estep 
Score: -32865036.000000 Penalty: 14549.647461
	Iteration 93Q: 3 clusters Score -3.286504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 138640 members 
Entering Unmasked Estep 
Score: -32865016.000000 Penalty: 14549.647461
	Iteration 94Q: 3 clusters Score -3.286502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 138647 members 
Entering Unmasked Estep 
Score: -32865006.000000 Penalty: 14549.647461
	Iteration 95Q: 3 clusters Score -3.286501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 138655 members 
Entering Unmasked Estep 
Score: -32865006.000000 Penalty: 14549.647461
	Iteration 96Q: 3 clusters Score -3.286501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -32865014.000000 Penalty: 14549.647461
	Iteration 97Q: 3 clusters Score -3.286501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 138667 members 
Entering Unmasked Estep 
Score: -32864996.000000 Penalty: 14549.647461
	Iteration 98Q: 3 clusters Score -3.2865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 138672 members 
Entering Unmasked Estep 
Score: -32864998.000000 Penalty: 14549.647461
	Iteration 99Q: 3 clusters Score -3.2865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 138677 members 
Entering Unmasked Estep 
Score: -32865000.000000 Penalty: 14549.647461
	Iteration 100F: 3 clusters Score -3.2865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 138676 members 
Entering Unmasked Estep 
Score: -32865004.000000 Penalty: 14549.647461
	Iteration 101Q: 3 clusters Score -3.2865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 138679 members 
Entering Unmasked Estep 
Score: -32865016.000000 Penalty: 14549.647461
	Iteration 102Q: 3 clusters Score -3.286502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 138684 members 
Entering Unmasked Estep 
Score: -32865016.000000 Penalty: 14549.647461
	Iteration 103Q: 3 clusters Score -3.286502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 138689 members 
Entering Unmasked Estep 
Score: -32865026.000000 Penalty: 14549.647461
	Iteration 104Q: 3 clusters Score -3.286503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 138697 members 
Entering Unmasked Estep 
Score: -32865010.000000 Penalty: 14549.647461
	Iteration 105Q: 3 clusters Score -3.286501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 138702 members 
Entering Unmasked Estep 
Score: -32865004.000000 Penalty: 14549.647461
	Iteration 106Q: 3 clusters Score -3.2865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 138702 members 
Entering Unmasked Estep 
Score: -32865016.000000 Penalty: 14549.647461
	Iteration 107Q: 3 clusters Score -3.286502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 138705 members 
Entering Unmasked Estep 
Score: -32865002.000000 Penalty: 14549.647461
	Iteration 108Q: 3 clusters Score -3.2865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 138709 members 
Entering Unmasked Estep 
Score: -32864992.000000 Penalty: 14549.647461
	Iteration 109Q: 3 clusters Score -3.286499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -32864988.000000 Penalty: 14549.647461
	Iteration 110Q: 3 clusters Score -3.286499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 138712 members 
Entering Unmasked Estep 
Score: -32864992.000000 Penalty: 14549.647461
	Iteration 111Q: 3 clusters Score -3.286499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 138712 members 
Entering Unmasked Estep 
Score: -32865016.000000 Penalty: 14549.647461
	Iteration 112Q: 3 clusters Score -3.286502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 138715 members 
Entering Unmasked Estep 
Score: -32865012.000000 Penalty: 14549.647461
	Iteration 113Q: 3 clusters Score -3.286501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 138722 members 
Entering Unmasked Estep 
Score: -32865042.000000 Penalty: 14549.647461
	Iteration 114Q: 3 clusters Score -3.286504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 138724 members 
Entering Unmasked Estep 
Score: -32865014.000000 Penalty: 14549.647461
	Iteration 115Q: 3 clusters Score -3.286501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 138727 members 
Entering Unmasked Estep 
Score: -32865042.000000 Penalty: 14549.647461
	Iteration 116Q: 3 clusters Score -3.286504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 138733 members 
Entering Unmasked Estep 
Score: -32865052.000000 Penalty: 14549.647461
	Iteration 117Q: 3 clusters Score -3.286505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 138737 members 
Entering Unmasked Estep 
Score: -32865040.000000 Penalty: 14549.647461
	Iteration 118Q: 3 clusters Score -3.286504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 138747 members 
Entering Unmasked Estep 
Score: -32865050.000000 Penalty: 14549.647461
	Iteration 119Q: 3 clusters Score -3.286505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 138753 members 
Entering Unmasked Estep 
Score: -32865034.000000 Penalty: 14549.647461
	Iteration 120F: 3 clusters Score -3.286503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 138763 members 
Entering Unmasked Estep 
Score: -32865032.000000 Penalty: 14549.647461
	Iteration 121Q: 3 clusters Score -3.286503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 138780 members 
Entering Unmasked Estep 
Score: -32865020.000000 Penalty: 14549.647461
	Iteration 122Q: 3 clusters Score -3.286502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 138793 members 
Entering Unmasked Estep 
Score: -32865008.000000 Penalty: 14549.647461
	Iteration 123Q: 3 clusters Score -3.286501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 138803 members 
Entering Unmasked Estep 
Score: -32865028.000000 Penalty: 14549.647461
	Iteration 124Q: 3 clusters Score -3.286503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 138814 members 
Entering Unmasked Estep 
Score: -32865026.000000 Penalty: 14549.647461
	Iteration 125Q: 3 clusters Score -3.286503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 138820 members 
Entering Unmasked Estep 
Score: -32865020.000000 Penalty: 14549.647461
	Iteration 126Q: 3 clusters Score -3.286502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 138828 members 
Entering Unmasked Estep 
Score: -32865018.000000 Penalty: 14549.647461
	Iteration 127Q: 3 clusters Score -3.286502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 138837 members 
Entering Unmasked Estep 
Score: -32865058.000000 Penalty: 14549.647461
	Iteration 128Q: 3 clusters Score -3.286506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 138846 members 
Entering Unmasked Estep 
Score: -32865050.000000 Penalty: 14549.647461
	Iteration 129Q: 3 clusters Score -3.286505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 138851 members 
Entering Unmasked Estep 
Score: -32865046.000000 Penalty: 14549.647461
	Iteration 130Q: 3 clusters Score -3.286505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 138869 members 
Entering Unmasked Estep 
Score: -32865048.000000 Penalty: 14549.647461
	Iteration 131Q: 3 clusters Score -3.286505e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 138885 members 
Entering Unmasked Estep 
Score: -32865084.000000 Penalty: 14549.647461
	Iteration 132Q: 3 clusters Score -3.286508e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 138909 members 
Entering Unmasked Estep 
Score: -32865078.000000 Penalty: 14549.647461
	Iteration 133Q: 3 clusters Score -3.286508e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 138931 members 
Entering Unmasked Estep 
Score: -32865120.000000 Penalty: 14549.647461
	Iteration 134Q: 3 clusters Score -3.286512e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 138950 members 
Entering Unmasked Estep 
Score: -32865104.000000 Penalty: 14549.647461
	Iteration 135Q: 3 clusters Score -3.28651e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 138962 members 
Entering Unmasked Estep 
Score: -32865078.000000 Penalty: 14549.647461
	Iteration 136Q: 3 clusters Score -3.286508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 138975 members 
Entering Unmasked Estep 
Score: -32865100.000000 Penalty: 14549.647461
	Iteration 137Q: 3 clusters Score -3.28651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 138985 members 
Entering Unmasked Estep 
Score: -32865112.000000 Penalty: 14549.647461
	Iteration 138Q: 3 clusters Score -3.286511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 138998 members 
Entering Unmasked Estep 
Score: -32865118.000000 Penalty: 14549.647461
	Iteration 139Q: 3 clusters Score -3.286512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 139009 members 
Entering Unmasked Estep 
Score: -32865128.000000 Penalty: 14549.647461
	Iteration 140F: 3 clusters Score -3.286513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 139018 members 
Entering Unmasked Estep 
Score: -32865122.000000 Penalty: 14549.647461
	Iteration 141Q: 3 clusters Score -3.286512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 139027 members 
Entering Unmasked Estep 
Score: -32865110.000000 Penalty: 14549.647461
	Iteration 142Q: 3 clusters Score -3.286511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -32865128.000000 Penalty: 14549.647461
	Iteration 143Q: 3 clusters Score -3.286513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 139041 members 
Entering Unmasked Estep 
Score: -32865132.000000 Penalty: 14549.647461
	Iteration 144Q: 3 clusters Score -3.286513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 139048 members 
Entering Unmasked Estep 
Score: -32865148.000000 Penalty: 14549.647461
	Iteration 145Q: 3 clusters Score -3.286515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 139053 members 
Entering Unmasked Estep 
Score: -32865144.000000 Penalty: 14549.647461
	Iteration 146Q: 3 clusters Score -3.286514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 139054 members 
Entering Unmasked Estep 
Score: -32865130.000000 Penalty: 14549.647461
	Iteration 147Q: 3 clusters Score -3.286513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 139057 members 
Entering Unmasked Estep 
Score: -32865130.000000 Penalty: 14549.647461
	Iteration 148Q: 3 clusters Score -3.286513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 139061 members 
Entering Unmasked Estep 
Score: -32865142.000000 Penalty: 14549.647461
	Iteration 149Q: 3 clusters Score -3.286514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 139063 members 
Entering Unmasked Estep 
Score: -32865146.000000 Penalty: 14549.647461
	Iteration 150Q: 3 clusters Score -3.286515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 139062 members 
Entering Unmasked Estep 
Score: -32865136.000000 Penalty: 14549.647461
	Iteration 151Q: 3 clusters Score -3.286514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 139062 members 
Entering Unmasked Estep 
Score: -32865136.000000 Penalty: 14549.647461
	Iteration 152F: 3 clusters Score -3.286514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -179518.859375 Penalty: 4144.997559
	Iteration 0F: 2 clusters Score -179518.9 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 432 members 
Entering Unmasked Estep 
Score: -175776.562500 Penalty: 8289.995117
	Iteration 0F: 3 clusters Score -175776.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -176177.296875 Penalty: 8289.995117
	Iteration 1F: 3 clusters Score -176177.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -176290.765625 Penalty: 8289.995117
	Iteration 2Q: 3 clusters Score -176290.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -176328.593750 Penalty: 8289.995117
	Iteration 3Q: 3 clusters Score -176328.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -176352.937500 Penalty: 8289.995117
	Iteration 4Q: 3 clusters Score -176352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -176368.671875 Penalty: 8289.995117
	Iteration 5Q: 3 clusters Score -176368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -176380.515625 Penalty: 8289.995117
	Iteration 6Q: 3 clusters Score -176380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -176390.203125 Penalty: 8289.995117
	Iteration 7Q: 3 clusters Score -176390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -176393.250000 Penalty: 8289.995117
	Iteration 8Q: 3 clusters Score -176393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -176396.781250 Penalty: 8289.995117
	Iteration 9Q: 3 clusters Score -176396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -176398.718750 Penalty: 8289.995117
	Iteration 10Q: 3 clusters Score -176398.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -176398.718750 Penalty: 8289.995117
	Iteration 11F: 3 clusters Score -176398.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Entering Unmasked Estep 
Score: -4438626.000000 Penalty: 6040.946777
	Iteration 0F: 2 clusters Score -4438626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -4422570.000000 Penalty: 12081.893555
	Iteration 0F: 3 clusters Score -4422570 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -4426660.000000 Penalty: 12081.893555
	Iteration 1F: 3 clusters Score -4426660 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -4427236.500000 Penalty: 12081.893555
	Iteration 2F: 3 clusters Score -4427236 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -4427638.000000 Penalty: 12081.893555
	Iteration 3Q: 3 clusters Score -4427638 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4427939.000000 Penalty: 12081.893555
	Iteration 4Q: 3 clusters Score -4427939 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4428102.500000 Penalty: 12081.893555
	Iteration 5Q: 3 clusters Score -4428102 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -4428259.000000 Penalty: 12081.893555
	Iteration 6Q: 3 clusters Score -4428259 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -4428376.500000 Penalty: 12081.893555
	Iteration 7Q: 3 clusters Score -4428376 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4428469.000000 Penalty: 12081.893555
	Iteration 8Q: 3 clusters Score -4428469 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -4428540.000000 Penalty: 12081.893555
	Iteration 9Q: 3 clusters Score -4428540 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -4428609.000000 Penalty: 12081.893555
	Iteration 10Q: 3 clusters Score -4428609 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -4428661.000000 Penalty: 12081.893555
	Iteration 11Q: 3 clusters Score -4428661 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -4428714.000000 Penalty: 12081.893555
	Iteration 12Q: 3 clusters Score -4428714 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4428787.000000 Penalty: 12081.893555
	Iteration 13Q: 3 clusters Score -4428787 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4428857.000000 Penalty: 12081.893555
	Iteration 14Q: 3 clusters Score -4428857 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -4428916.000000 Penalty: 12081.893555
	Iteration 15Q: 3 clusters Score -4428916 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4428987.500000 Penalty: 12081.893555
	Iteration 16Q: 3 clusters Score -4428988 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4429033.000000 Penalty: 12081.893555
	Iteration 17Q: 3 clusters Score -4429033 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -4429105.500000 Penalty: 12081.893555
	Iteration 18Q: 3 clusters Score -4429106 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -4429187.000000 Penalty: 12081.893555
	Iteration 19Q: 3 clusters Score -4429187 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -4429280.500000 Penalty: 12081.893555
	Iteration 20F: 3 clusters Score -4429280 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4429378.000000 Penalty: 12081.893555
	Iteration 21Q: 3 clusters Score -4429378 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -4429505.500000 Penalty: 12081.893555
	Iteration 22Q: 3 clusters Score -4429506 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -4429661.500000 Penalty: 12081.893555
	Iteration 23Q: 3 clusters Score -4429662 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -4429824.500000 Penalty: 12081.893555
	Iteration 24Q: 3 clusters Score -4429824 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -4430050.500000 Penalty: 12081.893555
	Iteration 25Q: 3 clusters Score -4430050 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4430326.000000 Penalty: 12081.893555
	Iteration 26Q: 3 clusters Score -4430326 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4430734.000000 Penalty: 12081.893555
	Iteration 27Q: 3 clusters Score -4430734 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4431135.000000 Penalty: 12081.893555
	Iteration 28Q: 3 clusters Score -4431135 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4431557.000000 Penalty: 12081.893555
	Iteration 29Q: 3 clusters Score -4431557 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4431912.500000 Penalty: 12081.893555
	Iteration 30Q: 3 clusters Score -4431912 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4432263.500000 Penalty: 12081.893555
	Iteration 31Q: 3 clusters Score -4432264 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4432516.000000 Penalty: 12081.893555
	Iteration 32Q: 3 clusters Score -4432516 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4432714.000000 Penalty: 12081.893555
	Iteration 33Q: 3 clusters Score -4432714 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4432867.500000 Penalty: 12081.893555
	Iteration 34Q: 3 clusters Score -4432868 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4432977.500000 Penalty: 12081.893555
	Iteration 35Q: 3 clusters Score -4432978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4433078.000000 Penalty: 12081.893555
	Iteration 36Q: 3 clusters Score -4433078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4433140.000000 Penalty: 12081.893555
	Iteration 37Q: 3 clusters Score -4433140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4433185.000000 Penalty: 12081.893555
	Iteration 38Q: 3 clusters Score -4433185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4433219.500000 Penalty: 12081.893555
	Iteration 39Q: 3 clusters Score -4433220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4433256.500000 Penalty: 12081.893555
	Iteration 40F: 3 clusters Score -4433256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4433276.500000 Penalty: 12081.893555
	Iteration 41Q: 3 clusters Score -4433276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4433301.500000 Penalty: 12081.893555
	Iteration 42Q: 3 clusters Score -4433302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4433316.500000 Penalty: 12081.893555
	Iteration 43Q: 3 clusters Score -4433316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4433333.500000 Penalty: 12081.893555
	Iteration 44Q: 3 clusters Score -4433334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4433355.500000 Penalty: 12081.893555
	Iteration 45Q: 3 clusters Score -4433356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4433364.500000 Penalty: 12081.893555
	Iteration 46Q: 3 clusters Score -4433364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4433379.000000 Penalty: 12081.893555
	Iteration 47Q: 3 clusters Score -4433379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4433388.500000 Penalty: 12081.893555
	Iteration 48Q: 3 clusters Score -4433388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4433397.000000 Penalty: 12081.893555
	Iteration 49Q: 3 clusters Score -4433397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4433405.000000 Penalty: 12081.893555
	Iteration 50Q: 3 clusters Score -4433405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4433407.500000 Penalty: 12081.893555
	Iteration 51Q: 3 clusters Score -4433408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4433411.000000 Penalty: 12081.893555
	Iteration 52Q: 3 clusters Score -4433411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4433417.000000 Penalty: 12081.893555
	Iteration 53Q: 3 clusters Score -4433417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4433421.000000 Penalty: 12081.893555
	Iteration 54Q: 3 clusters Score -4433421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4433424.500000 Penalty: 12081.893555
	Iteration 55Q: 3 clusters Score -4433424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4433433.500000 Penalty: 12081.893555
	Iteration 56Q: 3 clusters Score -4433434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4433436.500000 Penalty: 12081.893555
	Iteration 57Q: 3 clusters Score -4433436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4433441.000000 Penalty: 12081.893555
	Iteration 58Q: 3 clusters Score -4433441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4433441.500000 Penalty: 12081.893555
	Iteration 59Q: 3 clusters Score -4433442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4433441.500000 Penalty: 12081.893555
	Iteration 60F: 3 clusters Score -4433442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (61328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Entering Unmasked Estep 
Score: -13872389.000000 Penalty: 6752.194824
	Iteration 0F: 2 clusters Score -1.387239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -13829452.000000 Penalty: 13504.389648
	Iteration 0F: 3 clusters Score -1.382945e+07 nChanged 27376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -13844355.000000 Penalty: 13504.389648
	Iteration 1F: 3 clusters Score -1.384436e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -13845235.000000 Penalty: 13504.389648
	Iteration 2Q: 3 clusters Score -1.384524e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -13845943.000000 Penalty: 13504.389648
	Iteration 3Q: 3 clusters Score -1.384594e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -13846635.000000 Penalty: 13504.389648
	Iteration 4Q: 3 clusters Score -1.384664e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -13847372.000000 Penalty: 13504.389648
	Iteration 5Q: 3 clusters Score -1.384737e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -13848039.000000 Penalty: 13504.389648
	Iteration 6Q: 3 clusters Score -1.384804e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -13848714.000000 Penalty: 13504.389648
	Iteration 7Q: 3 clusters Score -1.384871e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -13849323.000000 Penalty: 13504.389648
	Iteration 8Q: 3 clusters Score -1.384932e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -13849983.000000 Penalty: 13504.389648
	Iteration 9Q: 3 clusters Score -1.384998e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -13850426.000000 Penalty: 13504.389648
	Iteration 10Q: 3 clusters Score -1.385043e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -13850909.000000 Penalty: 13504.389648
	Iteration 11Q: 3 clusters Score -1.385091e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -13851297.000000 Penalty: 13504.389648
	Iteration 12Q: 3 clusters Score -1.38513e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -13851759.000000 Penalty: 13504.389648
	Iteration 13Q: 3 clusters Score -1.385176e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -13852151.000000 Penalty: 13504.389648
	Iteration 14Q: 3 clusters Score -1.385215e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -13852442.000000 Penalty: 13504.389648
	Iteration 15Q: 3 clusters Score -1.385244e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -13852803.000000 Penalty: 13504.389648
	Iteration 16Q: 3 clusters Score -1.38528e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -13853086.000000 Penalty: 13504.389648
	Iteration 17Q: 3 clusters Score -1.385309e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -13853503.000000 Penalty: 13504.389648
	Iteration 18Q: 3 clusters Score -1.38535e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -13853940.000000 Penalty: 13504.389648
	Iteration 19Q: 3 clusters Score -1.385394e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -13854475.000000 Penalty: 13504.389648
	Iteration 20F: 3 clusters Score -1.385448e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -13855188.000000 Penalty: 13504.389648
	Iteration 21Q: 3 clusters Score -1.385519e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -13856071.000000 Penalty: 13504.389648
	Iteration 22Q: 3 clusters Score -1.385607e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -13857270.000000 Penalty: 13504.389648
	Iteration 23Q: 3 clusters Score -1.385727e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -13858606.000000 Penalty: 13504.389648
	Iteration 24Q: 3 clusters Score -1.385861e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -13859891.000000 Penalty: 13504.389648
	Iteration 25Q: 3 clusters Score -1.385989e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -13861100.000000 Penalty: 13504.389648
	Iteration 26Q: 3 clusters Score -1.38611e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -13862336.000000 Penalty: 13504.389648
	Iteration 27Q: 3 clusters Score -1.386234e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -13863356.000000 Penalty: 13504.389648
	Iteration 28Q: 3 clusters Score -1.386336e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -13864226.000000 Penalty: 13504.389648
	Iteration 29Q: 3 clusters Score -1.386423e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -13864908.000000 Penalty: 13504.389648
	Iteration 30Q: 3 clusters Score -1.386491e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -13865336.000000 Penalty: 13504.389648
	Iteration 31Q: 3 clusters Score -1.386534e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -13865693.000000 Penalty: 13504.389648
	Iteration 32Q: 3 clusters Score -1.386569e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -13865955.000000 Penalty: 13504.389648
	Iteration 33Q: 3 clusters Score -1.386596e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -13866198.000000 Penalty: 13504.389648
	Iteration 34Q: 3 clusters Score -1.38662e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -13866353.000000 Penalty: 13504.389648
	Iteration 35Q: 3 clusters Score -1.386635e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -13866498.000000 Penalty: 13504.389648
	Iteration 36Q: 3 clusters Score -1.38665e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -13866561.000000 Penalty: 13504.389648
	Iteration 37Q: 3 clusters Score -1.386656e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -13866646.000000 Penalty: 13504.389648
	Iteration 38Q: 3 clusters Score -1.386665e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -13866684.000000 Penalty: 13504.389648
	Iteration 39Q: 3 clusters Score -1.386668e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -13866761.000000 Penalty: 13504.389648
	Iteration 40F: 3 clusters Score -1.386676e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -13866769.000000 Penalty: 13504.389648
	Iteration 41Q: 3 clusters Score -1.386677e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -13866812.000000 Penalty: 13504.389648
	Iteration 42Q: 3 clusters Score -1.386681e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -13866837.000000 Penalty: 13504.389648
	Iteration 43Q: 3 clusters Score -1.386684e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -13866851.000000 Penalty: 13504.389648
	Iteration 44Q: 3 clusters Score -1.386685e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -13866907.000000 Penalty: 13504.389648
	Iteration 45Q: 3 clusters Score -1.386691e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -13866896.000000 Penalty: 13504.389648
	Iteration 46Q: 3 clusters Score -1.38669e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -13866901.000000 Penalty: 13504.389648
	Iteration 47Q: 3 clusters Score -1.38669e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -13866949.000000 Penalty: 13504.389648
	Iteration 48Q: 3 clusters Score -1.386695e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -13866973.000000 Penalty: 13504.389648
	Iteration 49Q: 3 clusters Score -1.386697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -13866963.000000 Penalty: 13504.389648
	Iteration 50Q: 3 clusters Score -1.386696e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -13866966.000000 Penalty: 13504.389648
	Iteration 51Q: 3 clusters Score -1.386697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -13867001.000000 Penalty: 13504.389648
	Iteration 52Q: 3 clusters Score -1.3867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -13867002.000000 Penalty: 13504.389648
	Iteration 53Q: 3 clusters Score -1.3867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -13867005.000000 Penalty: 13504.389648
	Iteration 54Q: 3 clusters Score -1.3867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -13867004.000000 Penalty: 13504.389648
	Iteration 55Q: 3 clusters Score -1.3867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -13867019.000000 Penalty: 13504.389648
	Iteration 56Q: 3 clusters Score -1.386702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -13867004.000000 Penalty: 13504.389648
	Iteration 57Q: 3 clusters Score -1.3867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13867010.000000 Penalty: 13504.389648
	Iteration 58Q: 3 clusters Score -1.386701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -13867025.000000 Penalty: 13504.389648
	Iteration 59Q: 3 clusters Score -1.386702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -13867023.000000 Penalty: 13504.389648
	Iteration 60F: 3 clusters Score -1.386702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -13867039.000000 Penalty: 13504.389648
	Iteration 61Q: 3 clusters Score -1.386704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -13867039.000000 Penalty: 13504.389648
	Iteration 62F: 3 clusters Score -1.386704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117030 members 
Mstep: Class 2 contains 18031 members 
Mstep: Class 3 contains 22526 members 
Mstep: Class 4 contains 119973 members 
Mstep: Class 5 contains 13148 members 
Mstep: Class 6 contains 96366 members 
Mstep: Class 7 contains 108133 members 
Mstep: Class 8 contains 16828 members 
Mstep: Class 9 contains 11457 members 
Mstep: Class 10 contains 48926 members 
Mstep: Class 11 contains 58480 members 
Mstep: Class 12 contains 36991 members 
Mstep: Class 13 contains 40600 members 
Mstep: Class 14 contains 67939 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 16 contains 56894 members 
Mstep: Class 17 contains 15582 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 64770 members 
Mstep: Class 20 contains 21242 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16905 members 
Mstep: Class 23 contains 15441 members 
Mstep: Class 24 contains 143956 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19202 members 
Mstep: Class 27 contains 61328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435200.000000 Penalty: 231727.812500
Iteration 119Q: 28 clusters Score -2.724352e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117035 members 
Mstep: Class 2 contains 18040 members 
Mstep: Class 3 contains 22528 members 
Mstep: Class 4 contains 119971 members 
Mstep: Class 5 contains 13146 members 
Mstep: Class 6 contains 96368 members 
Mstep: Class 7 contains 108120 members 
Mstep: Class 8 contains 16831 members 
Mstep: Class 9 contains 11456 members 
Mstep: Class 10 contains 48908 members 
Mstep: Class 11 contains 58470 members 
Mstep: Class 12 contains 36985 members 
Mstep: Class 13 contains 40628 members 
Mstep: Class 14 contains 67933 members 
Mstep: Class 15 contains 15693 members 
Mstep: Class 16 contains 56846 members 
Mstep: Class 17 contains 15585 members 
Mstep: Class 18 contains 6662 members 
Mstep: Class 19 contains 64754 members 
Mstep: Class 20 contains 21358 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16905 members 
Mstep: Class 23 contains 15442 members 
Mstep: Class 24 contains 143904 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19201 members 
Mstep: Class 27 contains 61328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435136.000000 Penalty: 231727.812500
Iteration 120F: 28 clusters Score -2.724351e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117033 members 
Mstep: Class 2 contains 18046 members 
Mstep: Class 3 contains 22529 members 
Mstep: Class 4 contains 119968 members 
Mstep: Class 5 contains 13144 members 
Mstep: Class 6 contains 96363 members 
Mstep: Class 7 contains 108116 members 
Mstep: Class 8 contains 16838 members 
Mstep: Class 9 contains 11457 members 
Mstep: Class 10 contains 48889 members 
Mstep: Class 11 contains 58455 members 
Mstep: Class 12 contains 36977 members 
Mstep: Class 13 contains 40664 members 
Mstep: Class 14 contains 67924 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 16 contains 56809 members 
Mstep: Class 17 contains 15586 members 
Mstep: Class 18 contains 6665 members 
Mstep: Class 19 contains 64742 members 
Mstep: Class 20 contains 21466 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16905 members 
Mstep: Class 23 contains 15445 members 
Mstep: Class 24 contains 143854 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19202 members 
Mstep: Class 27 contains 61329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435168.000000 Penalty: 231727.812500
Iteration 121Q: 28 clusters Score -2.724352e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117036 members 
Mstep: Class 2 contains 18047 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 119961 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 96352 members 
Mstep: Class 7 contains 108114 members 
Mstep: Class 8 contains 16841 members 
Mstep: Class 9 contains 11461 members 
Mstep: Class 10 contains 48869 members 
Mstep: Class 11 contains 58447 members 
Mstep: Class 12 contains 36963 members 
Mstep: Class 13 contains 40697 members 
Mstep: Class 14 contains 67910 members 
Mstep: Class 15 contains 15692 members 
Mstep: Class 16 contains 56774 members 
Mstep: Class 17 contains 15585 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 64729 members 
Mstep: Class 20 contains 21575 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16904 members 
Mstep: Class 23 contains 15447 members 
Mstep: Class 24 contains 143809 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19203 members 
Mstep: Class 27 contains 61328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435168.000000 Penalty: 231727.812500
Iteration 122Q: 28 clusters Score -2.724352e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117042 members 
Mstep: Class 2 contains 18051 members 
Mstep: Class 3 contains 22543 members 
Mstep: Class 4 contains 119953 members 
Mstep: Class 5 contains 13154 members 
Mstep: Class 6 contains 96344 members 
Mstep: Class 7 contains 108115 members 
Mstep: Class 8 contains 16847 members 
Mstep: Class 9 contains 11462 members 
Mstep: Class 10 contains 48848 members 
Mstep: Class 11 contains 58440 members 
Mstep: Class 12 contains 36957 members 
Mstep: Class 13 contains 40728 members 
Mstep: Class 14 contains 67893 members 
Mstep: Class 15 contains 15696 members 
Mstep: Class 16 contains 56724 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 64727 members 
Mstep: Class 20 contains 21669 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16903 members 
Mstep: Class 23 contains 15450 members 
Mstep: Class 24 contains 143763 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19204 members 
Mstep: Class 27 contains 61330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435168.000000 Penalty: 231727.812500
Iteration 123Q: 28 clusters Score -2.724352e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117044 members 
Mstep: Class 2 contains 18058 members 
Mstep: Class 3 contains 22549 members 
Mstep: Class 4 contains 119951 members 
Mstep: Class 5 contains 13159 members 
Mstep: Class 6 contains 96341 members 
Mstep: Class 7 contains 108116 members 
Mstep: Class 8 contains 16852 members 
Mstep: Class 9 contains 11460 members 
Mstep: Class 10 contains 48827 members 
Mstep: Class 11 contains 58430 members 
Mstep: Class 12 contains 36954 members 
Mstep: Class 13 contains 40757 members 
Mstep: Class 14 contains 67877 members 
Mstep: Class 15 contains 15697 members 
Mstep: Class 16 contains 56676 members 
Mstep: Class 17 contains 15591 members 
Mstep: Class 18 contains 6666 members 
Mstep: Class 19 contains 64721 members 
Mstep: Class 20 contains 21762 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16899 members 
Mstep: Class 23 contains 15454 members 
Mstep: Class 24 contains 143716 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19206 members 
Mstep: Class 27 contains 61334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435168.000000 Penalty: 231727.812500
Iteration 124Q: 28 clusters Score -2.724352e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117049 members 
Mstep: Class 2 contains 18063 members 
Mstep: Class 3 contains 22554 members 
Mstep: Class 4 contains 119945 members 
Mstep: Class 5 contains 13161 members 
Mstep: Class 6 contains 96330 members 
Mstep: Class 7 contains 108126 members 
Mstep: Class 8 contains 16854 members 
Mstep: Class 9 contains 11459 members 
Mstep: Class 10 contains 48808 members 
Mstep: Class 11 contains 58426 members 
Mstep: Class 12 contains 36943 members 
Mstep: Class 13 contains 40781 members 
Mstep: Class 14 contains 67865 members 
Mstep: Class 15 contains 15697 members 
Mstep: Class 16 contains 56635 members 
Mstep: Class 17 contains 15594 members 
Mstep: Class 18 contains 6669 members 
Mstep: Class 19 contains 64716 members 
Mstep: Class 20 contains 21847 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16895 members 
Mstep: Class 23 contains 15459 members 
Mstep: Class 24 contains 143670 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19209 members 
Mstep: Class 27 contains 61342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435136.000000 Penalty: 231727.812500
Iteration 125Q: 28 clusters Score -2.724351e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117051 members 
Mstep: Class 2 contains 18068 members 
Mstep: Class 3 contains 22564 members 
Mstep: Class 4 contains 119938 members 
Mstep: Class 5 contains 13156 members 
Mstep: Class 6 contains 96324 members 
Mstep: Class 7 contains 108136 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 11458 members 
Mstep: Class 10 contains 48792 members 
Mstep: Class 11 contains 58419 members 
Mstep: Class 12 contains 36937 members 
Mstep: Class 13 contains 40803 members 
Mstep: Class 14 contains 67849 members 
Mstep: Class 15 contains 15699 members 
Mstep: Class 16 contains 56606 members 
Mstep: Class 17 contains 15598 members 
Mstep: Class 18 contains 6673 members 
Mstep: Class 19 contains 64717 members 
Mstep: Class 20 contains 21917 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16894 members 
Mstep: Class 23 contains 15461 members 
Mstep: Class 24 contains 143627 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19212 members 
Mstep: Class 27 contains 61343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435072.000000 Penalty: 231727.812500
Iteration 126Q: 28 clusters Score -2.724351e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117052 members 
Mstep: Class 2 contains 18070 members 
Mstep: Class 3 contains 22568 members 
Mstep: Class 4 contains 119931 members 
Mstep: Class 5 contains 13155 members 
Mstep: Class 6 contains 96321 members 
Mstep: Class 7 contains 108140 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 11458 members 
Mstep: Class 10 contains 48778 members 
Mstep: Class 11 contains 58412 members 
Mstep: Class 12 contains 36929 members 
Mstep: Class 13 contains 40825 members 
Mstep: Class 14 contains 67833 members 
Mstep: Class 15 contains 15698 members 
Mstep: Class 16 contains 56586 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 6674 members 
Mstep: Class 19 contains 64718 members 
Mstep: Class 20 contains 21971 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16894 members 
Mstep: Class 23 contains 15469 members 
Mstep: Class 24 contains 143601 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19214 members 
Mstep: Class 27 contains 61343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435200.000000 Penalty: 231727.812500
Iteration 127Q: 28 clusters Score -2.724352e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117057 members 
Mstep: Class 2 contains 18074 members 
Mstep: Class 3 contains 22577 members 
Mstep: Class 4 contains 119926 members 
Mstep: Class 5 contains 13156 members 
Mstep: Class 6 contains 96313 members 
Mstep: Class 7 contains 108139 members 
Mstep: Class 8 contains 16856 members 
Mstep: Class 9 contains 11456 members 
Mstep: Class 10 contains 48772 members 
Mstep: Class 11 contains 58408 members 
Mstep: Class 12 contains 36924 members 
Mstep: Class 13 contains 40839 members 
Mstep: Class 14 contains 67821 members 
Mstep: Class 15 contains 15697 members 
Mstep: Class 16 contains 56556 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 6674 members 
Mstep: Class 19 contains 64707 members 
Mstep: Class 20 contains 22039 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16895 members 
Mstep: Class 23 contains 15476 members 
Mstep: Class 24 contains 143567 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435168.000000 Penalty: 231727.812500
Iteration 128Q: 28 clusters Score -2.724352e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117059 members 
Mstep: Class 2 contains 18081 members 
Mstep: Class 3 contains 22582 members 
Mstep: Class 4 contains 119925 members 
Mstep: Class 5 contains 13156 members 
Mstep: Class 6 contains 96298 members 
Mstep: Class 7 contains 108141 members 
Mstep: Class 8 contains 16858 members 
Mstep: Class 9 contains 11458 members 
Mstep: Class 10 contains 48758 members 
Mstep: Class 11 contains 58403 members 
Mstep: Class 12 contains 36925 members 
Mstep: Class 13 contains 40864 members 
Mstep: Class 14 contains 67810 members 
Mstep: Class 15 contains 15696 members 
Mstep: Class 16 contains 56525 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 6675 members 
Mstep: Class 19 contains 64695 members 
Mstep: Class 20 contains 22105 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16894 members 
Mstep: Class 23 contains 15478 members 
Mstep: Class 24 contains 143537 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19217 members 
Mstep: Class 27 contains 61354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435104.000000 Penalty: 231727.812500
Iteration 129Q: 28 clusters Score -2.724351e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117061 members 
Mstep: Class 2 contains 18087 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 119922 members 
Mstep: Class 5 contains 13156 members 
Mstep: Class 6 contains 96281 members 
Mstep: Class 7 contains 108147 members 
Mstep: Class 8 contains 16859 members 
Mstep: Class 9 contains 11457 members 
Mstep: Class 10 contains 48751 members 
Mstep: Class 11 contains 58400 members 
Mstep: Class 12 contains 36922 members 
Mstep: Class 13 contains 40885 members 
Mstep: Class 14 contains 67797 members 
Mstep: Class 15 contains 15694 members 
Mstep: Class 16 contains 56490 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 6676 members 
Mstep: Class 19 contains 64693 members 
Mstep: Class 20 contains 22164 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16894 members 
Mstep: Class 23 contains 15480 members 
Mstep: Class 24 contains 143509 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435200.000000 Penalty: 231727.812500
Iteration 130Q: 28 clusters Score -2.724352e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117066 members 
Mstep: Class 2 contains 18101 members 
Mstep: Class 3 contains 22597 members 
Mstep: Class 4 contains 119921 members 
Mstep: Class 5 contains 13154 members 
Mstep: Class 6 contains 96273 members 
Mstep: Class 7 contains 108149 members 
Mstep: Class 8 contains 16859 members 
Mstep: Class 9 contains 11459 members 
Mstep: Class 10 contains 48743 members 
Mstep: Class 11 contains 58396 members 
Mstep: Class 12 contains 36924 members 
Mstep: Class 13 contains 40900 members 
Mstep: Class 14 contains 67786 members 
Mstep: Class 15 contains 15695 members 
Mstep: Class 16 contains 56466 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 6676 members 
Mstep: Class 19 contains 64692 members 
Mstep: Class 20 contains 22203 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16894 members 
Mstep: Class 23 contains 15480 members 
Mstep: Class 24 contains 143483 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19214 members 
Mstep: Class 27 contains 61362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435296.000000 Penalty: 231727.812500
Iteration 131Q: 28 clusters Score -2.724353e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117071 members 
Mstep: Class 2 contains 18107 members 
Mstep: Class 3 contains 22604 members 
Mstep: Class 4 contains 119914 members 
Mstep: Class 5 contains 13153 members 
Mstep: Class 6 contains 96267 members 
Mstep: Class 7 contains 108150 members 
Mstep: Class 8 contains 16858 members 
Mstep: Class 9 contains 11460 members 
Mstep: Class 10 contains 48732 members 
Mstep: Class 11 contains 58391 members 
Mstep: Class 12 contains 36919 members 
Mstep: Class 13 contains 40915 members 
Mstep: Class 14 contains 67776 members 
Mstep: Class 15 contains 15694 members 
Mstep: Class 16 contains 56447 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 6679 members 
Mstep: Class 19 contains 64692 members 
Mstep: Class 20 contains 22259 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16892 members 
Mstep: Class 23 contains 15480 members 
Mstep: Class 24 contains 143454 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19214 members 
Mstep: Class 27 contains 61365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435232.000000 Penalty: 231727.812500
Iteration 132Q: 28 clusters Score -2.724352e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117075 members 
Mstep: Class 2 contains 18112 members 
Mstep: Class 3 contains 22615 members 
Mstep: Class 4 contains 119913 members 
Mstep: Class 5 contains 13152 members 
Mstep: Class 6 contains 96261 members 
Mstep: Class 7 contains 108148 members 
Mstep: Class 8 contains 16858 members 
Mstep: Class 9 contains 11462 members 
Mstep: Class 10 contains 48722 members 
Mstep: Class 11 contains 58387 members 
Mstep: Class 12 contains 36917 members 
Mstep: Class 13 contains 40926 members 
Mstep: Class 14 contains 67763 members 
Mstep: Class 15 contains 15696 members 
Mstep: Class 16 contains 56411 members 
Mstep: Class 17 contains 15609 members 
Mstep: Class 18 contains 6686 members 
Mstep: Class 19 contains 64697 members 
Mstep: Class 20 contains 22300 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16892 members 
Mstep: Class 23 contains 15480 members 
Mstep: Class 24 contains 143436 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19212 members 
Mstep: Class 27 contains 61367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435296.000000 Penalty: 231727.812500
Iteration 133Q: 28 clusters Score -2.724353e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117074 members 
Mstep: Class 2 contains 18119 members 
Mstep: Class 3 contains 22628 members 
Mstep: Class 4 contains 119911 members 
Mstep: Class 5 contains 13152 members 
Mstep: Class 6 contains 96258 members 
Mstep: Class 7 contains 108158 members 
Mstep: Class 8 contains 16858 members 
Mstep: Class 9 contains 11463 members 
Mstep: Class 10 contains 48705 members 
Mstep: Class 11 contains 58385 members 
Mstep: Class 12 contains 36914 members 
Mstep: Class 13 contains 40932 members 
Mstep: Class 14 contains 67755 members 
Mstep: Class 15 contains 15699 members 
Mstep: Class 16 contains 56385 members 
Mstep: Class 17 contains 15609 members 
Mstep: Class 18 contains 6689 members 
Mstep: Class 19 contains 64696 members 
Mstep: Class 20 contains 22338 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16892 members 
Mstep: Class 23 contains 15480 members 
Mstep: Class 24 contains 143418 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19211 members 
Mstep: Class 27 contains 61368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435360.000000 Penalty: 231727.812500
Iteration 134Q: 28 clusters Score -2.724354e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117079 members 
Mstep: Class 2 contains 18122 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 119909 members 
Mstep: Class 5 contains 13151 members 
Mstep: Class 6 contains 96254 members 
Mstep: Class 7 contains 108163 members 
Mstep: Class 8 contains 16858 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 48688 members 
Mstep: Class 11 contains 58383 members 
Mstep: Class 12 contains 36906 members 
Mstep: Class 13 contains 40939 members 
Mstep: Class 14 contains 67747 members 
Mstep: Class 15 contains 15701 members 
Mstep: Class 16 contains 56362 members 
Mstep: Class 17 contains 15613 members 
Mstep: Class 18 contains 6689 members 
Mstep: Class 19 contains 64696 members 
Mstep: Class 20 contains 22374 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16890 members 
Mstep: Class 23 contains 15481 members 
Mstep: Class 24 contains 143408 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19211 members 
Mstep: Class 27 contains 61372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435264.000000 Penalty: 231727.812500
Iteration 135Q: 28 clusters Score -2.724353e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117081 members 
Mstep: Class 2 contains 18126 members 
Mstep: Class 3 contains 22642 members 
Mstep: Class 4 contains 119909 members 
Mstep: Class 5 contains 13152 members 
Mstep: Class 6 contains 96252 members 
Mstep: Class 7 contains 108155 members 
Mstep: Class 8 contains 16861 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 48681 members 
Mstep: Class 11 contains 58379 members 
Mstep: Class 12 contains 36906 members 
Mstep: Class 13 contains 40951 members 
Mstep: Class 14 contains 67735 members 
Mstep: Class 15 contains 15708 members 
Mstep: Class 16 contains 56347 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 18 contains 6688 members 
Mstep: Class 19 contains 64697 members 
Mstep: Class 20 contains 22404 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16889 members 
Mstep: Class 23 contains 15481 members 
Mstep: Class 24 contains 143390 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19212 members 
Mstep: Class 27 contains 61371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435392.000000 Penalty: 231727.812500
Iteration 136Q: 28 clusters Score -2.724354e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117083 members 
Mstep: Class 2 contains 18130 members 
Mstep: Class 3 contains 22649 members 
Mstep: Class 4 contains 119910 members 
Mstep: Class 5 contains 13153 members 
Mstep: Class 6 contains 96245 members 
Mstep: Class 7 contains 108155 members 
Mstep: Class 8 contains 16865 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 48674 members 
Mstep: Class 11 contains 58372 members 
Mstep: Class 12 contains 36905 members 
Mstep: Class 13 contains 40962 members 
Mstep: Class 14 contains 67735 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 56330 members 
Mstep: Class 17 contains 15615 members 
Mstep: Class 18 contains 6687 members 
Mstep: Class 19 contains 64695 members 
Mstep: Class 20 contains 22437 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16889 members 
Mstep: Class 23 contains 15481 members 
Mstep: Class 24 contains 143366 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19212 members 
Mstep: Class 27 contains 61371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435360.000000 Penalty: 231727.812500
Iteration 137Q: 28 clusters Score -2.724354e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117084 members 
Mstep: Class 2 contains 18133 members 
Mstep: Class 3 contains 22656 members 
Mstep: Class 4 contains 119910 members 
Mstep: Class 5 contains 13154 members 
Mstep: Class 6 contains 96241 members 
Mstep: Class 7 contains 108157 members 
Mstep: Class 8 contains 16869 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 48667 members 
Mstep: Class 11 contains 58370 members 
Mstep: Class 12 contains 36904 members 
Mstep: Class 13 contains 40970 members 
Mstep: Class 14 contains 67726 members 
Mstep: Class 15 contains 15706 members 
Mstep: Class 16 contains 56306 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 6686 members 
Mstep: Class 19 contains 64697 members 
Mstep: Class 20 contains 22468 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16889 members 
Mstep: Class 23 contains 15481 members 
Mstep: Class 24 contains 143352 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19213 members 
Mstep: Class 27 contains 61374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435360.000000 Penalty: 231727.812500
Iteration 138Q: 28 clusters Score -2.724354e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117084 members 
Mstep: Class 2 contains 18133 members 
Mstep: Class 3 contains 22664 members 
Mstep: Class 4 contains 119907 members 
Mstep: Class 5 contains 13158 members 
Mstep: Class 6 contains 96236 members 
Mstep: Class 7 contains 108163 members 
Mstep: Class 8 contains 16876 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 48658 members 
Mstep: Class 11 contains 58368 members 
Mstep: Class 12 contains 36898 members 
Mstep: Class 13 contains 40980 members 
Mstep: Class 14 contains 67722 members 
Mstep: Class 15 contains 15705 members 
Mstep: Class 16 contains 56292 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 64699 members 
Mstep: Class 20 contains 22498 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16887 members 
Mstep: Class 23 contains 15480 members 
Mstep: Class 24 contains 143328 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19215 members 
Mstep: Class 27 contains 61374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435424.000000 Penalty: 231727.812500
Iteration 139Q: 28 clusters Score -2.724354e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117085 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 22666 members 
Mstep: Class 4 contains 119907 members 
Mstep: Class 5 contains 13161 members 
Mstep: Class 6 contains 96224 members 
Mstep: Class 7 contains 108165 members 
Mstep: Class 8 contains 16879 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 48654 members 
Mstep: Class 11 contains 58370 members 
Mstep: Class 12 contains 36897 members 
Mstep: Class 13 contains 40992 members 
Mstep: Class 14 contains 67717 members 
Mstep: Class 15 contains 15705 members 
Mstep: Class 16 contains 56277 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 64692 members 
Mstep: Class 20 contains 22541 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 15481 members 
Mstep: Class 24 contains 143302 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19214 members 
Mstep: Class 27 contains 61374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435392.000000 Penalty: 231727.812500
Iteration 140F: 28 clusters Score -2.724354e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117088 members 
Mstep: Class 2 contains 18135 members 
Mstep: Class 3 contains 22674 members 
Mstep: Class 4 contains 119905 members 
Mstep: Class 5 contains 13162 members 
Mstep: Class 6 contains 96218 members 
Mstep: Class 7 contains 108160 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 11467 members 
Mstep: Class 10 contains 48650 members 
Mstep: Class 11 contains 58367 members 
Mstep: Class 12 contains 36897 members 
Mstep: Class 13 contains 41001 members 
Mstep: Class 14 contains 67716 members 
Mstep: Class 15 contains 15703 members 
Mstep: Class 16 contains 56262 members 
Mstep: Class 17 contains 15625 members 
Mstep: Class 18 contains 6684 members 
Mstep: Class 19 contains 64694 members 
Mstep: Class 20 contains 22572 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 143284 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19213 members 
Mstep: Class 27 contains 61372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435488.000000 Penalty: 231727.812500
Iteration 141Q: 28 clusters Score -2.724355e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117090 members 
Mstep: Class 2 contains 18135 members 
Mstep: Class 3 contains 22679 members 
Mstep: Class 4 contains 119904 members 
Mstep: Class 5 contains 13166 members 
Mstep: Class 6 contains 96212 members 
Mstep: Class 7 contains 108154 members 
Mstep: Class 8 contains 16883 members 
Mstep: Class 9 contains 11468 members 
Mstep: Class 10 contains 48649 members 
Mstep: Class 11 contains 58362 members 
Mstep: Class 12 contains 36895 members 
Mstep: Class 13 contains 41010 members 
Mstep: Class 14 contains 67712 members 
Mstep: Class 15 contains 15708 members 
Mstep: Class 16 contains 56251 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 64692 members 
Mstep: Class 20 contains 22601 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16884 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 143265 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19214 members 
Mstep: Class 27 contains 61373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435456.000000 Penalty: 231727.812500
Iteration 142Q: 28 clusters Score -2.724355e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117090 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 22680 members 
Mstep: Class 4 contains 119906 members 
Mstep: Class 5 contains 13168 members 
Mstep: Class 6 contains 96209 members 
Mstep: Class 7 contains 108161 members 
Mstep: Class 8 contains 16887 members 
Mstep: Class 9 contains 11470 members 
Mstep: Class 10 contains 48647 members 
Mstep: Class 11 contains 58359 members 
Mstep: Class 12 contains 36894 members 
Mstep: Class 13 contains 41013 members 
Mstep: Class 14 contains 67708 members 
Mstep: Class 15 contains 15709 members 
Mstep: Class 16 contains 56239 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 64694 members 
Mstep: Class 20 contains 22629 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16882 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 143241 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19214 members 
Mstep: Class 27 contains 61373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435456.000000 Penalty: 231727.812500
Iteration 143Q: 28 clusters Score -2.724355e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117096 members 
Mstep: Class 2 contains 18135 members 
Mstep: Class 3 contains 22687 members 
Mstep: Class 4 contains 119905 members 
Mstep: Class 5 contains 13170 members 
Mstep: Class 6 contains 96206 members 
Mstep: Class 7 contains 108155 members 
Mstep: Class 8 contains 16889 members 
Mstep: Class 9 contains 11472 members 
Mstep: Class 10 contains 48645 members 
Mstep: Class 11 contains 58357 members 
Mstep: Class 12 contains 36888 members 
Mstep: Class 13 contains 41018 members 
Mstep: Class 14 contains 67705 members 
Mstep: Class 15 contains 15709 members 
Mstep: Class 16 contains 56228 members 
Mstep: Class 17 contains 15624 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 64692 members 
Mstep: Class 20 contains 22658 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 143223 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19215 members 
Mstep: Class 27 contains 61372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435424.000000 Penalty: 231727.812500
Iteration 144Q: 28 clusters Score -2.724354e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117097 members 
Mstep: Class 2 contains 18136 members 
Mstep: Class 3 contains 22692 members 
Mstep: Class 4 contains 119908 members 
Mstep: Class 5 contains 13173 members 
Mstep: Class 6 contains 96202 members 
Mstep: Class 7 contains 108152 members 
Mstep: Class 8 contains 16891 members 
Mstep: Class 9 contains 11474 members 
Mstep: Class 10 contains 48642 members 
Mstep: Class 11 contains 58355 members 
Mstep: Class 12 contains 36891 members 
Mstep: Class 13 contains 41021 members 
Mstep: Class 14 contains 67703 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 56214 members 
Mstep: Class 17 contains 15629 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 64688 members 
Mstep: Class 20 contains 22679 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 143206 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19215 members 
Mstep: Class 27 contains 61371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435360.000000 Penalty: 231727.812500
Iteration 145Q: 28 clusters Score -2.724354e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 18139 members 
Mstep: Class 3 contains 22700 members 
Mstep: Class 4 contains 119906 members 
Mstep: Class 5 contains 13176 members 
Mstep: Class 6 contains 96199 members 
Mstep: Class 7 contains 108156 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 11476 members 
Mstep: Class 10 contains 48638 members 
Mstep: Class 11 contains 58353 members 
Mstep: Class 12 contains 36890 members 
Mstep: Class 13 contains 41023 members 
Mstep: Class 14 contains 67696 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 56196 members 
Mstep: Class 17 contains 15633 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 64686 members 
Mstep: Class 20 contains 22691 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 143199 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435424.000000 Penalty: 231727.812500
Iteration 146Q: 28 clusters Score -2.724354e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117102 members 
Mstep: Class 2 contains 18140 members 
Mstep: Class 3 contains 22709 members 
Mstep: Class 4 contains 119906 members 
Mstep: Class 5 contains 13176 members 
Mstep: Class 6 contains 96197 members 
Mstep: Class 7 contains 108160 members 
Mstep: Class 8 contains 16899 members 
Mstep: Class 9 contains 11477 members 
Mstep: Class 10 contains 48633 members 
Mstep: Class 11 contains 58351 members 
Mstep: Class 12 contains 36888 members 
Mstep: Class 13 contains 41028 members 
Mstep: Class 14 contains 67691 members 
Mstep: Class 15 contains 15709 members 
Mstep: Class 16 contains 56179 members 
Mstep: Class 17 contains 15635 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 64685 members 
Mstep: Class 20 contains 22707 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 143191 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435552.000000 Penalty: 231727.812500
Iteration 147Q: 28 clusters Score -2.724356e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117104 members 
Mstep: Class 2 contains 18141 members 
Mstep: Class 3 contains 22715 members 
Mstep: Class 4 contains 119908 members 
Mstep: Class 5 contains 13178 members 
Mstep: Class 6 contains 96199 members 
Mstep: Class 7 contains 108157 members 
Mstep: Class 8 contains 16899 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 48629 members 
Mstep: Class 11 contains 58346 members 
Mstep: Class 12 contains 36888 members 
Mstep: Class 13 contains 41030 members 
Mstep: Class 14 contains 67688 members 
Mstep: Class 15 contains 15709 members 
Mstep: Class 16 contains 56161 members 
Mstep: Class 17 contains 15636 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 64690 members 
Mstep: Class 20 contains 22717 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 143186 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435360.000000 Penalty: 231727.812500
Iteration 148Q: 28 clusters Score -2.724354e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 18143 members 
Mstep: Class 3 contains 22722 members 
Mstep: Class 4 contains 119909 members 
Mstep: Class 5 contains 13176 members 
Mstep: Class 6 contains 96200 members 
Mstep: Class 7 contains 108164 members 
Mstep: Class 8 contains 16898 members 
Mstep: Class 9 contains 11478 members 
Mstep: Class 10 contains 48629 members 
Mstep: Class 11 contains 58341 members 
Mstep: Class 12 contains 36888 members 
Mstep: Class 13 contains 41031 members 
Mstep: Class 14 contains 67683 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 56147 members 
Mstep: Class 17 contains 15639 members 
Mstep: Class 18 contains 6686 members 
Mstep: Class 19 contains 64687 members 
Mstep: Class 20 contains 22726 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 143180 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435360.000000 Penalty: 231727.812500
Iteration 149Q: 28 clusters Score -2.724354e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117105 members 
Mstep: Class 2 contains 18143 members 
Mstep: Class 3 contains 22734 members 
Mstep: Class 4 contains 119909 members 
Mstep: Class 5 contains 13174 members 
Mstep: Class 6 contains 96203 members 
Mstep: Class 7 contains 108160 members 
Mstep: Class 8 contains 16898 members 
Mstep: Class 9 contains 11476 members 
Mstep: Class 10 contains 48627 members 
Mstep: Class 11 contains 58337 members 
Mstep: Class 12 contains 36887 members 
Mstep: Class 13 contains 41033 members 
Mstep: Class 14 contains 67681 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 56133 members 
Mstep: Class 17 contains 15640 members 
Mstep: Class 18 contains 6688 members 
Mstep: Class 19 contains 64692 members 
Mstep: Class 20 contains 22738 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 143174 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435328.000000 Penalty: 231727.812500
Iteration 150Q: 28 clusters Score -2.724353e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 18143 members 
Mstep: Class 3 contains 22748 members 
Mstep: Class 4 contains 119909 members 
Mstep: Class 5 contains 13173 members 
Mstep: Class 6 contains 96201 members 
Mstep: Class 7 contains 108158 members 
Mstep: Class 8 contains 16899 members 
Mstep: Class 9 contains 11478 members 
Mstep: Class 10 contains 48626 members 
Mstep: Class 11 contains 58338 members 
Mstep: Class 12 contains 36884 members 
Mstep: Class 13 contains 41036 members 
Mstep: Class 14 contains 67679 members 
Mstep: Class 15 contains 15709 members 
Mstep: Class 16 contains 56111 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 6689 members 
Mstep: Class 19 contains 64692 members 
Mstep: Class 20 contains 22758 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 15481 members 
Mstep: Class 24 contains 143162 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435520.000000 Penalty: 231727.812500
Iteration 151Q: 28 clusters Score -2.724355e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117109 members 
Mstep: Class 2 contains 18143 members 
Mstep: Class 3 contains 22760 members 
Mstep: Class 4 contains 119907 members 
Mstep: Class 5 contains 13170 members 
Mstep: Class 6 contains 96202 members 
Mstep: Class 7 contains 108154 members 
Mstep: Class 8 contains 16901 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 48623 members 
Mstep: Class 11 contains 58339 members 
Mstep: Class 12 contains 36882 members 
Mstep: Class 13 contains 41037 members 
Mstep: Class 14 contains 67679 members 
Mstep: Class 15 contains 15705 members 
Mstep: Class 16 contains 56095 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 64694 members 
Mstep: Class 20 contains 22785 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 143145 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435456.000000 Penalty: 231727.812500
Iteration 152Q: 28 clusters Score -2.724355e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 18145 members 
Mstep: Class 3 contains 22774 members 
Mstep: Class 4 contains 119908 members 
Mstep: Class 5 contains 13170 members 
Mstep: Class 6 contains 96198 members 
Mstep: Class 7 contains 108159 members 
Mstep: Class 8 contains 16902 members 
Mstep: Class 9 contains 11478 members 
Mstep: Class 10 contains 48617 members 
Mstep: Class 11 contains 58338 members 
Mstep: Class 12 contains 36877 members 
Mstep: Class 13 contains 41037 members 
Mstep: Class 14 contains 67678 members 
Mstep: Class 15 contains 15702 members 
Mstep: Class 16 contains 56091 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 64692 members 
Mstep: Class 20 contains 22804 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 15485 members 
Mstep: Class 24 contains 143130 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435456.000000 Penalty: 231727.812500
Iteration 153Q: 28 clusters Score -2.724355e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 18147 members 
Mstep: Class 3 contains 22784 members 
Mstep: Class 4 contains 119908 members 
Mstep: Class 5 contains 13173 members 
Mstep: Class 6 contains 96197 members 
Mstep: Class 7 contains 108156 members 
Mstep: Class 8 contains 16903 members 
Mstep: Class 9 contains 11478 members 
Mstep: Class 10 contains 48613 members 
Mstep: Class 11 contains 58334 members 
Mstep: Class 12 contains 36874 members 
Mstep: Class 13 contains 41038 members 
Mstep: Class 14 contains 67677 members 
Mstep: Class 15 contains 15701 members 
Mstep: Class 16 contains 56094 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 64688 members 
Mstep: Class 20 contains 22821 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 15486 members 
Mstep: Class 24 contains 143112 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435264.000000 Penalty: 231727.812500
Iteration 154Q: 28 clusters Score -2.724353e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117105 members 
Mstep: Class 2 contains 18149 members 
Mstep: Class 3 contains 22793 members 
Mstep: Class 4 contains 119906 members 
Mstep: Class 5 contains 13171 members 
Mstep: Class 6 contains 96199 members 
Mstep: Class 7 contains 108155 members 
Mstep: Class 8 contains 16902 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 48610 members 
Mstep: Class 11 contains 58328 members 
Mstep: Class 12 contains 36873 members 
Mstep: Class 13 contains 41040 members 
Mstep: Class 14 contains 67675 members 
Mstep: Class 15 contains 15700 members 
Mstep: Class 16 contains 56089 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 64687 members 
Mstep: Class 20 contains 22835 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 15488 members 
Mstep: Class 24 contains 143102 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 61378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435264.000000 Penalty: 231727.812500
Iteration 155Q: 28 clusters Score -2.724353e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 18151 members 
Mstep: Class 3 contains 22795 members 
Mstep: Class 4 contains 119906 members 
Mstep: Class 5 contains 13172 members 
Mstep: Class 6 contains 96200 members 
Mstep: Class 7 contains 108157 members 
Mstep: Class 8 contains 16902 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 48607 members 
Mstep: Class 11 contains 58326 members 
Mstep: Class 12 contains 36872 members 
Mstep: Class 13 contains 41043 members 
Mstep: Class 14 contains 67672 members 
Mstep: Class 15 contains 15700 members 
Mstep: Class 16 contains 56080 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 64687 members 
Mstep: Class 20 contains 22857 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 15489 members 
Mstep: Class 24 contains 143086 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19215 members 
Mstep: Class 27 contains 61378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435392.000000 Penalty: 231727.812500
Iteration 156Q: 28 clusters Score -2.724354e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117104 members 
Mstep: Class 2 contains 18152 members 
Mstep: Class 3 contains 22797 members 
Mstep: Class 4 contains 119905 members 
Mstep: Class 5 contains 13173 members 
Mstep: Class 6 contains 96199 members 
Mstep: Class 7 contains 108157 members 
Mstep: Class 8 contains 16901 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 48605 members 
Mstep: Class 11 contains 58323 members 
Mstep: Class 12 contains 36872 members 
Mstep: Class 13 contains 41046 members 
Mstep: Class 14 contains 67672 members 
Mstep: Class 15 contains 15700 members 
Mstep: Class 16 contains 56071 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 64687 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 15491 members 
Mstep: Class 24 contains 143071 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19215 members 
Mstep: Class 27 contains 61378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435456.000000 Penalty: 231727.812500
Iteration 157Q: 28 clusters Score -2.724355e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 18152 members 
Mstep: Class 3 contains 22799 members 
Mstep: Class 4 contains 119905 members 
Mstep: Class 5 contains 13173 members 
Mstep: Class 6 contains 96198 members 
Mstep: Class 7 contains 108157 members 
Mstep: Class 8 contains 16901 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 48603 members 
Mstep: Class 11 contains 58322 members 
Mstep: Class 12 contains 36874 members 
Mstep: Class 13 contains 41048 members 
Mstep: Class 14 contains 67672 members 
Mstep: Class 15 contains 15700 members 
Mstep: Class 16 contains 56063 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 64687 members 
Mstep: Class 20 contains 22900 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 15492 members 
Mstep: Class 24 contains 143059 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19215 members 
Mstep: Class 27 contains 61378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435488.000000 Penalty: 231727.812500
Iteration 158Q: 28 clusters Score -2.724355e+08 nChanged 47
Entering ConstructFrom: 
Score: -272435488.000000 Penalty: 231727.812500
Entering ConstructFrom: 
Trying to split cluster 1 (117106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117106 members 
Entering Unmasked Estep 
Score: -26619988.000000 Penalty: 7148.386230
	Iteration 0F: 2 clusters Score -2.661999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -26540320.000000 Penalty: 14296.772461
	Iteration 0F: 3 clusters Score -2.654032e+07 nChanged 53963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -26570244.000000 Penalty: 14296.772461
	Iteration 1F: 3 clusters Score -2.657024e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 62016 members 
Entering Unmasked Estep 
Score: -26571250.000000 Penalty: 14296.772461
	Iteration 2Q: 3 clusters Score -2.657125e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -26572382.000000 Penalty: 14296.772461
	Iteration 3Q: 3 clusters Score -2.657238e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -26573604.000000 Penalty: 14296.772461
	Iteration 4Q: 3 clusters Score -2.65736e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -26575454.000000 Penalty: 14296.772461
	Iteration 5Q: 3 clusters Score -2.657545e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -26578046.000000 Penalty: 14296.772461
	Iteration 6Q: 3 clusters Score -2.657805e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -26582518.000000 Penalty: 14296.772461
	Iteration 7F: 3 clusters Score -2.658252e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -26589424.000000 Penalty: 14296.772461
	Iteration 8F: 3 clusters Score -2.658942e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -26598208.000000 Penalty: 14296.772461
	Iteration 9F: 3 clusters Score -2.659821e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 108800 members 
Entering Unmasked Estep 
Score: -26605828.000000 Penalty: 14296.772461
	Iteration 10F: 3 clusters Score -2.660583e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 113377 members 
Entering Unmasked Estep 
Score: -26610428.000000 Penalty: 14296.772461
	Iteration 11Q: 3 clusters Score -2.661043e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -26612290.000000 Penalty: 14296.772461
	Iteration 12Q: 3 clusters Score -2.661229e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 115997 members 
Entering Unmasked Estep 
Score: -26613042.000000 Penalty: 14296.772461
	Iteration 13Q: 3 clusters Score -2.661304e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 116251 members 
Entering Unmasked Estep 
Score: -26613364.000000 Penalty: 14296.772461
	Iteration 14Q: 3 clusters Score -2.661336e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 116346 members 
Entering Unmasked Estep 
Score: -26613500.000000 Penalty: 14296.772461
	Iteration 15Q: 3 clusters Score -2.66135e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 116388 members 
Entering Unmasked Estep 
Score: -26613556.000000 Penalty: 14296.772461
	Iteration 16Q: 3 clusters Score -2.661356e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 116421 members 
Entering Unmasked Estep 
Score: -26613620.000000 Penalty: 14296.772461
	Iteration 17Q: 3 clusters Score -2.661362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
Score: -26613668.000000 Penalty: 14296.772461
	Iteration 18Q: 3 clusters Score -2.661367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 116462 members 
Entering Unmasked Estep 
Score: -26613688.000000 Penalty: 14296.772461
	Iteration 19Q: 3 clusters Score -2.661369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 116472 members 
Entering Unmasked Estep 
Score: -26613704.000000 Penalty: 14296.772461
	Iteration 20F: 3 clusters Score -2.66137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -26613736.000000 Penalty: 14296.772461
	Iteration 21Q: 3 clusters Score -2.661374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -26613734.000000 Penalty: 14296.772461
	Iteration 22Q: 3 clusters Score -2.661373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 116483 members 
Entering Unmasked Estep 
Score: -26613740.000000 Penalty: 14296.772461
	Iteration 23Q: 3 clusters Score -2.661374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 116485 members 
Entering Unmasked Estep 
Score: -26613732.000000 Penalty: 14296.772461
	Iteration 24Q: 3 clusters Score -2.661373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 116490 members 
Entering Unmasked Estep 
Score: -26613742.000000 Penalty: 14296.772461
	Iteration 25Q: 3 clusters Score -2.661374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -26613760.000000 Penalty: 14296.772461
	Iteration 26Q: 3 clusters Score -2.661376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -26613760.000000 Penalty: 14296.772461
	Iteration 27Q: 3 clusters Score -2.661376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 116502 members 
Entering Unmasked Estep 
Score: -26613770.000000 Penalty: 14296.772461
	Iteration 28Q: 3 clusters Score -2.661377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -26613762.000000 Penalty: 14296.772461
	Iteration 29Q: 3 clusters Score -2.661376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 116505 members 
Entering Unmasked Estep 
Score: -26613766.000000 Penalty: 14296.772461
	Iteration 30Q: 3 clusters Score -2.661377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -26613774.000000 Penalty: 14296.772461
	Iteration 31Q: 3 clusters Score -2.661377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -26613774.000000 Penalty: 14296.772461
	Iteration 32F: 3 clusters Score -2.661377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Entering Unmasked Estep 
Score: -4028145.500000 Penalty: 6006.502930
	Iteration 0F: 2 clusters Score -4028146 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 9061 members 
Entering Unmasked Estep 
Score: -4012917.500000 Penalty: 12013.005859
	Iteration 0F: 3 clusters Score -4012918 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4016877.500000 Penalty: 12013.005859
	Iteration 1F: 3 clusters Score -4016878 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4017573.250000 Penalty: 12013.005859
	Iteration 2F: 3 clusters Score -4017573 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -4018146.500000 Penalty: 12013.005859
	Iteration 3F: 3 clusters Score -4018146 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -4018773.750000 Penalty: 12013.005859
	Iteration 4Q: 3 clusters Score -4018774 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -4019549.500000 Penalty: 12013.005859
	Iteration 5F: 3 clusters Score -4019550 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -4020660.750000 Penalty: 12013.005859
	Iteration 6F: 3 clusters Score -4020661 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -4022088.500000 Penalty: 12013.005859
	Iteration 7F: 3 clusters Score -4022088 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -4023583.750000 Penalty: 12013.005859
	Iteration 8F: 3 clusters Score -4023584 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -4024714.000000 Penalty: 12013.005859
	Iteration 9F: 3 clusters Score -4024714 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -4025400.000000 Penalty: 12013.005859
	Iteration 10Q: 3 clusters Score -4025400 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -4025865.500000 Penalty: 12013.005859
	Iteration 11Q: 3 clusters Score -4025866 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -4026177.000000 Penalty: 12013.005859
	Iteration 12Q: 3 clusters Score -4026177 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4026416.250000 Penalty: 12013.005859
	Iteration 13Q: 3 clusters Score -4026416 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4026576.250000 Penalty: 12013.005859
	Iteration 14Q: 3 clusters Score -4026576 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -4026709.000000 Penalty: 12013.005859
	Iteration 15Q: 3 clusters Score -4026709 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -4026824.500000 Penalty: 12013.005859
	Iteration 16Q: 3 clusters Score -4026824 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4026886.000000 Penalty: 12013.005859
	Iteration 17Q: 3 clusters Score -4026886 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -4026960.500000 Penalty: 12013.005859
	Iteration 18Q: 3 clusters Score -4026960 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -4027000.500000 Penalty: 12013.005859
	Iteration 19Q: 3 clusters Score -4027000 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -4027060.500000 Penalty: 12013.005859
	Iteration 20F: 3 clusters Score -4027060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -4027098.250000 Penalty: 12013.005859
	Iteration 21Q: 3 clusters Score -4027098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -4027128.000000 Penalty: 12013.005859
	Iteration 22Q: 3 clusters Score -4027128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4027157.000000 Penalty: 12013.005859
	Iteration 23Q: 3 clusters Score -4027157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4027172.250000 Penalty: 12013.005859
	Iteration 24Q: 3 clusters Score -4027172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -4027185.250000 Penalty: 12013.005859
	Iteration 25Q: 3 clusters Score -4027185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -4027176.250000 Penalty: 12013.005859
	Iteration 26Q: 3 clusters Score -4027176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -4027186.250000 Penalty: 12013.005859
	Iteration 27Q: 3 clusters Score -4027186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4027181.750000 Penalty: 12013.005859
	Iteration 28Q: 3 clusters Score -4027182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4027187.250000 Penalty: 12013.005859
	Iteration 29Q: 3 clusters Score -4027187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -4027194.250000 Penalty: 12013.005859
	Iteration 30Q: 3 clusters Score -4027194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -4027190.000000 Penalty: 12013.005859
	Iteration 31Q: 3 clusters Score -4027190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -4027198.000000 Penalty: 12013.005859
	Iteration 32Q: 3 clusters Score -4027198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4027204.750000 Penalty: 12013.005859
	Iteration 33Q: 3 clusters Score -4027205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4027204.750000 Penalty: 12013.005859
	Iteration 34Q: 3 clusters Score -4027205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -4027209.250000 Penalty: 12013.005859
	Iteration 35Q: 3 clusters Score -4027209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -4027209.500000 Penalty: 12013.005859
	Iteration 36Q: 3 clusters Score -4027210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4027208.000000 Penalty: 12013.005859
	Iteration 37Q: 3 clusters Score -4027208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -4027217.500000 Penalty: 12013.005859
	Iteration 38Q: 3 clusters Score -4027218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -4027226.250000 Penalty: 12013.005859
	Iteration 39Q: 3 clusters Score -4027226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -4027222.750000 Penalty: 12013.005859
	Iteration 40F: 3 clusters Score -4027223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -4027217.500000 Penalty: 12013.005859
	Iteration 41Q: 3 clusters Score -4027218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4027219.250000 Penalty: 12013.005859
	Iteration 42Q: 3 clusters Score -4027219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -4027229.250000 Penalty: 12013.005859
	Iteration 43Q: 3 clusters Score -4027229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -4027233.500000 Penalty: 12013.005859
	Iteration 44Q: 3 clusters Score -4027234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4027229.000000 Penalty: 12013.005859
	Iteration 45Q: 3 clusters Score -4027229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -4027231.000000 Penalty: 12013.005859
	Iteration 46Q: 3 clusters Score -4027231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -4027231.000000 Penalty: 12013.005859
	Iteration 47Q: 3 clusters Score -4027231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4027226.250000 Penalty: 12013.005859
	Iteration 48Q: 3 clusters Score -4027226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4027227.250000 Penalty: 12013.005859
	Iteration 49Q: 3 clusters Score -4027227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -4027225.500000 Penalty: 12013.005859
	Iteration 50Q: 3 clusters Score -4027226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -4027224.000000 Penalty: 12013.005859
	Iteration 51Q: 3 clusters Score -4027224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -4027233.750000 Penalty: 12013.005859
	Iteration 52Q: 3 clusters Score -4027234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -4027233.750000 Penalty: 12013.005859
	Iteration 53F: 3 clusters Score -4027234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Entering Unmasked Estep 
Score: -5251744.000000 Penalty: 6146.274902
	Iteration 0F: 2 clusters Score -5251744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -5233371.000000 Penalty: 12292.549805
	Iteration 0F: 3 clusters Score -5233371 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -5238327.500000 Penalty: 12292.549805
	Iteration 1F: 3 clusters Score -5238328 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -5238964.000000 Penalty: 12292.549805
	Iteration 2F: 3 clusters Score -5238964 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -5239420.500000 Penalty: 12292.549805
	Iteration 3Q: 3 clusters Score -5239420 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -5239690.000000 Penalty: 12292.549805
	Iteration 4Q: 3 clusters Score -5239690 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -5239916.500000 Penalty: 12292.549805
	Iteration 5Q: 3 clusters Score -5239916 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -5240144.000000 Penalty: 12292.549805
	Iteration 6Q: 3 clusters Score -5240144 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -5240341.500000 Penalty: 12292.549805
	Iteration 7Q: 3 clusters Score -5240342 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -5240521.500000 Penalty: 12292.549805
	Iteration 8Q: 3 clusters Score -5240522 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -5240664.000000 Penalty: 12292.549805
	Iteration 9Q: 3 clusters Score -5240664 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -5240852.500000 Penalty: 12292.549805
	Iteration 10Q: 3 clusters Score -5240852 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -5240986.500000 Penalty: 12292.549805
	Iteration 11Q: 3 clusters Score -5240986 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -5241155.500000 Penalty: 12292.549805
	Iteration 12Q: 3 clusters Score -5241156 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -5241313.000000 Penalty: 12292.549805
	Iteration 13Q: 3 clusters Score -5241313 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -5241487.500000 Penalty: 12292.549805
	Iteration 14Q: 3 clusters Score -5241488 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -5241702.500000 Penalty: 12292.549805
	Iteration 15Q: 3 clusters Score -5241702 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -5241891.000000 Penalty: 12292.549805
	Iteration 16Q: 3 clusters Score -5241891 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -5242139.000000 Penalty: 12292.549805
	Iteration 17Q: 3 clusters Score -5242139 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -5242413.000000 Penalty: 12292.549805
	Iteration 18Q: 3 clusters Score -5242413 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -5242746.000000 Penalty: 12292.549805
	Iteration 19Q: 3 clusters Score -5242746 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -5243107.000000 Penalty: 12292.549805
	Iteration 20F: 3 clusters Score -5243107 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -5243482.000000 Penalty: 12292.549805
	Iteration 21Q: 3 clusters Score -5243482 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5243855.500000 Penalty: 12292.549805
	Iteration 22Q: 3 clusters Score -5243856 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5244238.500000 Penalty: 12292.549805
	Iteration 23Q: 3 clusters Score -5244238 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5244531.500000 Penalty: 12292.549805
	Iteration 24Q: 3 clusters Score -5244532 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5244822.500000 Penalty: 12292.549805
	Iteration 25Q: 3 clusters Score -5244822 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5245120.000000 Penalty: 12292.549805
	Iteration 26Q: 3 clusters Score -5245120 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5245304.500000 Penalty: 12292.549805
	Iteration 27Q: 3 clusters Score -5245304 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5245508.500000 Penalty: 12292.549805
	Iteration 28Q: 3 clusters Score -5245508 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5245662.000000 Penalty: 12292.549805
	Iteration 29Q: 3 clusters Score -5245662 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5245786.500000 Penalty: 12292.549805
	Iteration 30Q: 3 clusters Score -5245786 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5245878.500000 Penalty: 12292.549805
	Iteration 31Q: 3 clusters Score -5245878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5245940.500000 Penalty: 12292.549805
	Iteration 32Q: 3 clusters Score -5245940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5245985.500000 Penalty: 12292.549805
	Iteration 33Q: 3 clusters Score -5245986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5246022.000000 Penalty: 12292.549805
	Iteration 34Q: 3 clusters Score -5246022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5246052.500000 Penalty: 12292.549805
	Iteration 35Q: 3 clusters Score -5246052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5246097.500000 Penalty: 12292.549805
	Iteration 36Q: 3 clusters Score -5246098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5246134.500000 Penalty: 12292.549805
	Iteration 37Q: 3 clusters Score -5246134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5246164.500000 Penalty: 12292.549805
	Iteration 38Q: 3 clusters Score -5246164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5246197.000000 Penalty: 12292.549805
	Iteration 39Q: 3 clusters Score -5246197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5246214.000000 Penalty: 12292.549805
	Iteration 40F: 3 clusters Score -5246214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5246216.500000 Penalty: 12292.549805
	Iteration 41Q: 3 clusters Score -5246216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5246232.500000 Penalty: 12292.549805
	Iteration 42Q: 3 clusters Score -5246232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5246249.500000 Penalty: 12292.549805
	Iteration 43Q: 3 clusters Score -5246250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5246262.000000 Penalty: 12292.549805
	Iteration 44Q: 3 clusters Score -5246262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5246267.000000 Penalty: 12292.549805
	Iteration 45Q: 3 clusters Score -5246267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5246269.000000 Penalty: 12292.549805
	Iteration 46Q: 3 clusters Score -5246269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5246277.000000 Penalty: 12292.549805
	Iteration 47Q: 3 clusters Score -5246277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5246280.500000 Penalty: 12292.549805
	Iteration 48Q: 3 clusters Score -5246280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5246286.000000 Penalty: 12292.549805
	Iteration 49Q: 3 clusters Score -5246286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5246287.000000 Penalty: 12292.549805
	Iteration 50Q: 3 clusters Score -5246287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5246285.000000 Penalty: 12292.549805
	Iteration 51Q: 3 clusters Score -5246285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5246291.500000 Penalty: 12292.549805
	Iteration 52Q: 3 clusters Score -5246292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5246292.500000 Penalty: 12292.549805
	Iteration 53Q: 3 clusters Score -5246292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5246289.500000 Penalty: 12292.549805
	Iteration 54Q: 3 clusters Score -5246290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5246298.500000 Penalty: 12292.549805
	Iteration 55Q: 3 clusters Score -5246298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5246306.000000 Penalty: 12292.549805
	Iteration 56Q: 3 clusters Score -5246306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5246310.000000 Penalty: 12292.549805
	Iteration 57Q: 3 clusters Score -5246310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5246320.000000 Penalty: 12292.549805
	Iteration 58Q: 3 clusters Score -5246320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5246329.000000 Penalty: 12292.549805
	Iteration 59Q: 3 clusters Score -5246329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5246325.000000 Penalty: 12292.549805
	Iteration 60F: 3 clusters Score -5246325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5246327.000000 Penalty: 12292.549805
	Iteration 61Q: 3 clusters Score -5246327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5246327.000000 Penalty: 12292.549805
	Iteration 62Q: 3 clusters Score -5246327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5246334.500000 Penalty: 12292.549805
	Iteration 63Q: 3 clusters Score -5246334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5246335.000000 Penalty: 12292.549805
	Iteration 64Q: 3 clusters Score -5246335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5246344.500000 Penalty: 12292.549805
	Iteration 65Q: 3 clusters Score -5246344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5246338.000000 Penalty: 12292.549805
	Iteration 66Q: 3 clusters Score -5246338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5246338.000000 Penalty: 12292.549805
	Iteration 67F: 3 clusters Score -5246338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119905 members 
Entering Unmasked Estep 
Score: -27654056.000000 Penalty: 7162.854004
	Iteration 0F: 2 clusters Score -2.765406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -27574508.000000 Penalty: 14325.708008
	Iteration 0F: 3 clusters Score -2.757451e+07 nChanged 55140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -27605212.000000 Penalty: 14325.708008
	Iteration 1F: 3 clusters Score -2.760521e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -27607052.000000 Penalty: 14325.708008
	Iteration 2Q: 3 clusters Score -2.760705e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -27608962.000000 Penalty: 14325.708008
	Iteration 3Q: 3 clusters Score -2.760896e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -27611532.000000 Penalty: 14325.708008
	Iteration 4Q: 3 clusters Score -2.761153e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -27614290.000000 Penalty: 14325.708008
	Iteration 5Q: 3 clusters Score -2.761429e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -27617190.000000 Penalty: 14325.708008
	Iteration 6F: 3 clusters Score -2.761719e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -27619646.000000 Penalty: 14325.708008
	Iteration 7F: 3 clusters Score -2.761965e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -27622210.000000 Penalty: 14325.708008
	Iteration 8Q: 3 clusters Score -2.762221e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -27625008.000000 Penalty: 14325.708008
	Iteration 9Q: 3 clusters Score -2.762501e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -27627944.000000 Penalty: 14325.708008
	Iteration 10Q: 3 clusters Score -2.762794e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -27630860.000000 Penalty: 14325.708008
	Iteration 11Q: 3 clusters Score -2.763086e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -27633882.000000 Penalty: 14325.708008
	Iteration 12Q: 3 clusters Score -2.763388e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -27636596.000000 Penalty: 14325.708008
	Iteration 13Q: 3 clusters Score -2.76366e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 87267 members 
Entering Unmasked Estep 
Score: -27638784.000000 Penalty: 14325.708008
	Iteration 14Q: 3 clusters Score -2.763878e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -27640704.000000 Penalty: 14325.708008
	Iteration 15Q: 3 clusters Score -2.76407e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -27642544.000000 Penalty: 14325.708008
	Iteration 16Q: 3 clusters Score -2.764254e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -27644136.000000 Penalty: 14325.708008
	Iteration 17Q: 3 clusters Score -2.764414e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -27645554.000000 Penalty: 14325.708008
	Iteration 18Q: 3 clusters Score -2.764555e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 101695 members 
Entering Unmasked Estep 
Score: -27647022.000000 Penalty: 14325.708008
	Iteration 19Q: 3 clusters Score -2.764702e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 104021 members 
Entering Unmasked Estep 
Score: -27648198.000000 Penalty: 14325.708008
	Iteration 20F: 3 clusters Score -2.76482e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -27649370.000000 Penalty: 14325.708008
	Iteration 21Q: 3 clusters Score -2.764937e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -27650304.000000 Penalty: 14325.708008
	Iteration 22Q: 3 clusters Score -2.76503e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 108988 members 
Entering Unmasked Estep 
Score: -27651036.000000 Penalty: 14325.708008
	Iteration 23Q: 3 clusters Score -2.765104e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 109984 members 
Entering Unmasked Estep 
Score: -27651546.000000 Penalty: 14325.708008
	Iteration 24Q: 3 clusters Score -2.765155e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -27651942.000000 Penalty: 14325.708008
	Iteration 25Q: 3 clusters Score -2.765194e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 111278 members 
Entering Unmasked Estep 
Score: -27652232.000000 Penalty: 14325.708008
	Iteration 26Q: 3 clusters Score -2.765223e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 111695 members 
Entering Unmasked Estep 
Score: -27652380.000000 Penalty: 14325.708008
	Iteration 27Q: 3 clusters Score -2.765238e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 112033 members 
Entering Unmasked Estep 
Score: -27652376.000000 Penalty: 14325.708008
	Iteration 28Q: 3 clusters Score -2.765238e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 112282 members 
Entering Unmasked Estep 
Score: -27652498.000000 Penalty: 14325.708008
	Iteration 29Q: 3 clusters Score -2.76525e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 112475 members 
Entering Unmasked Estep 
Score: -27652510.000000 Penalty: 14325.708008
	Iteration 30Q: 3 clusters Score -2.765251e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 112609 members 
Entering Unmasked Estep 
Score: -27652562.000000 Penalty: 14325.708008
	Iteration 31Q: 3 clusters Score -2.765256e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 112705 members 
Entering Unmasked Estep 
Score: -27652608.000000 Penalty: 14325.708008
	Iteration 32Q: 3 clusters Score -2.765261e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 112769 members 
Entering Unmasked Estep 
Score: -27652558.000000 Penalty: 14325.708008
	Iteration 33Q: 3 clusters Score -2.765256e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -27652550.000000 Penalty: 14325.708008
	Iteration 34Q: 3 clusters Score -2.765255e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 112876 members 
Entering Unmasked Estep 
Score: -27652564.000000 Penalty: 14325.708008
	Iteration 35Q: 3 clusters Score -2.765256e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 112925 members 
Entering Unmasked Estep 
Score: -27652594.000000 Penalty: 14325.708008
	Iteration 36Q: 3 clusters Score -2.765259e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 112965 members 
Entering Unmasked Estep 
Score: -27652612.000000 Penalty: 14325.708008
	Iteration 37Q: 3 clusters Score -2.765261e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 112995 members 
Entering Unmasked Estep 
Score: -27652606.000000 Penalty: 14325.708008
	Iteration 38Q: 3 clusters Score -2.765261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 113021 members 
Entering Unmasked Estep 
Score: -27652582.000000 Penalty: 14325.708008
	Iteration 39Q: 3 clusters Score -2.765258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 113041 members 
Entering Unmasked Estep 
Score: -27652566.000000 Penalty: 14325.708008
	Iteration 40F: 3 clusters Score -2.765257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 113064 members 
Entering Unmasked Estep 
Score: -27652556.000000 Penalty: 14325.708008
	Iteration 41Q: 3 clusters Score -2.765256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 113077 members 
Entering Unmasked Estep 
Score: -27652594.000000 Penalty: 14325.708008
	Iteration 42Q: 3 clusters Score -2.765259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 113086 members 
Entering Unmasked Estep 
Score: -27652578.000000 Penalty: 14325.708008
	Iteration 43Q: 3 clusters Score -2.765258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 113089 members 
Entering Unmasked Estep 
Score: -27652570.000000 Penalty: 14325.708008
	Iteration 44Q: 3 clusters Score -2.765257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 113091 members 
Entering Unmasked Estep 
Score: -27652590.000000 Penalty: 14325.708008
	Iteration 45Q: 3 clusters Score -2.765259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 113096 members 
Entering Unmasked Estep 
Score: -27652602.000000 Penalty: 14325.708008
	Iteration 46Q: 3 clusters Score -2.76526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -27652620.000000 Penalty: 14325.708008
	Iteration 47Q: 3 clusters Score -2.765262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -27652636.000000 Penalty: 14325.708008
	Iteration 48Q: 3 clusters Score -2.765264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -27652632.000000 Penalty: 14325.708008
	Iteration 49Q: 3 clusters Score -2.765263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 113114 members 
Entering Unmasked Estep 
Score: -27652622.000000 Penalty: 14325.708008
	Iteration 50Q: 3 clusters Score -2.765262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 113117 members 
Entering Unmasked Estep 
Score: -27652626.000000 Penalty: 14325.708008
	Iteration 51Q: 3 clusters Score -2.765263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -27652626.000000 Penalty: 14325.708008
	Iteration 52Q: 3 clusters Score -2.765263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 113124 members 
Entering Unmasked Estep 
Score: -27652626.000000 Penalty: 14325.708008
	Iteration 53Q: 3 clusters Score -2.765263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -27652638.000000 Penalty: 14325.708008
	Iteration 54Q: 3 clusters Score -2.765264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 113129 members 
Entering Unmasked Estep 
Score: -27652644.000000 Penalty: 14325.708008
	Iteration 55Q: 3 clusters Score -2.765264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 113132 members 
Entering Unmasked Estep 
Score: -27652638.000000 Penalty: 14325.708008
	Iteration 56Q: 3 clusters Score -2.765264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 113134 members 
Entering Unmasked Estep 
Score: -27652638.000000 Penalty: 14325.708008
	Iteration 57Q: 3 clusters Score -2.765264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 113135 members 
Entering Unmasked Estep 
Score: -27652642.000000 Penalty: 14325.708008
	Iteration 58Q: 3 clusters Score -2.765264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 113135 members 
Entering Unmasked Estep 
Score: -27652642.000000 Penalty: 14325.708008
	Iteration 59F: 3 clusters Score -2.765264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Entering Unmasked Estep 
Score: -2995133.000000 Penalty: 5810.128906
	Iteration 0F: 2 clusters Score -2995133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2982940.000000 Penalty: 11620.257812
	Iteration 0F: 3 clusters Score -2982940 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2985699.000000 Penalty: 11620.257812
	Iteration 1F: 3 clusters Score -2985699 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2986191.250000 Penalty: 11620.257812
	Iteration 2F: 3 clusters Score -2986191 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2986479.250000 Penalty: 11620.257812
	Iteration 3Q: 3 clusters Score -2986479 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2986727.750000 Penalty: 11620.257812
	Iteration 4Q: 3 clusters Score -2986728 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2986920.250000 Penalty: 11620.257812
	Iteration 5Q: 3 clusters Score -2986920 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2987055.000000 Penalty: 11620.257812
	Iteration 6Q: 3 clusters Score -2987055 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2987182.250000 Penalty: 11620.257812
	Iteration 7Q: 3 clusters Score -2987182 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2987293.500000 Penalty: 11620.257812
	Iteration 8Q: 3 clusters Score -2987294 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2987379.750000 Penalty: 11620.257812
	Iteration 9Q: 3 clusters Score -2987380 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2987463.000000 Penalty: 11620.257812
	Iteration 10Q: 3 clusters Score -2987463 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2987537.750000 Penalty: 11620.257812
	Iteration 11Q: 3 clusters Score -2987538 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2987615.000000 Penalty: 11620.257812
	Iteration 12Q: 3 clusters Score -2987615 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2987698.750000 Penalty: 11620.257812
	Iteration 13Q: 3 clusters Score -2987699 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2987781.250000 Penalty: 11620.257812
	Iteration 14Q: 3 clusters Score -2987781 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2987868.750000 Penalty: 11620.257812
	Iteration 15Q: 3 clusters Score -2987869 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2987966.750000 Penalty: 11620.257812
	Iteration 16Q: 3 clusters Score -2987967 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2988069.000000 Penalty: 11620.257812
	Iteration 17Q: 3 clusters Score -2988069 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2988155.500000 Penalty: 11620.257812
	Iteration 18Q: 3 clusters Score -2988156 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2988273.250000 Penalty: 11620.257812
	Iteration 19Q: 3 clusters Score -2988273 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2988381.250000 Penalty: 11620.257812
	Iteration 20F: 3 clusters Score -2988381 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2988489.750000 Penalty: 11620.257812
	Iteration 21Q: 3 clusters Score -2988490 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2988635.750000 Penalty: 11620.257812
	Iteration 22Q: 3 clusters Score -2988636 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2988744.750000 Penalty: 11620.257812
	Iteration 23Q: 3 clusters Score -2988745 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2988852.250000 Penalty: 11620.257812
	Iteration 24Q: 3 clusters Score -2988852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2988959.250000 Penalty: 11620.257812
	Iteration 25Q: 3 clusters Score -2988959 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2989059.500000 Penalty: 11620.257812
	Iteration 26Q: 3 clusters Score -2989060 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2989130.750000 Penalty: 11620.257812
	Iteration 27Q: 3 clusters Score -2989131 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2989207.250000 Penalty: 11620.257812
	Iteration 28Q: 3 clusters Score -2989207 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2989326.250000 Penalty: 11620.257812
	Iteration 29Q: 3 clusters Score -2989326 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2989432.750000 Penalty: 11620.257812
	Iteration 30Q: 3 clusters Score -2989433 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2989553.500000 Penalty: 11620.257812
	Iteration 31Q: 3 clusters Score -2989554 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2989657.500000 Penalty: 11620.257812
	Iteration 32Q: 3 clusters Score -2989658 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2989787.750000 Penalty: 11620.257812
	Iteration 33Q: 3 clusters Score -2989788 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2989910.000000 Penalty: 11620.257812
	Iteration 34Q: 3 clusters Score -2989910 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2990006.250000 Penalty: 11620.257812
	Iteration 35Q: 3 clusters Score -2990006 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2990103.500000 Penalty: 11620.257812
	Iteration 36Q: 3 clusters Score -2990104 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2990194.750000 Penalty: 11620.257812
	Iteration 37Q: 3 clusters Score -2990195 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2990274.750000 Penalty: 11620.257812
	Iteration 38Q: 3 clusters Score -2990275 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2990344.250000 Penalty: 11620.257812
	Iteration 39Q: 3 clusters Score -2990344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2990382.500000 Penalty: 11620.257812
	Iteration 40F: 3 clusters Score -2990382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2990400.500000 Penalty: 11620.257812
	Iteration 41Q: 3 clusters Score -2990400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2990416.500000 Penalty: 11620.257812
	Iteration 42Q: 3 clusters Score -2990416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2990438.750000 Penalty: 11620.257812
	Iteration 43Q: 3 clusters Score -2990439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2990457.750000 Penalty: 11620.257812
	Iteration 44Q: 3 clusters Score -2990458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2990461.000000 Penalty: 11620.257812
	Iteration 45Q: 3 clusters Score -2990461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2990477.750000 Penalty: 11620.257812
	Iteration 46Q: 3 clusters Score -2990478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2990483.500000 Penalty: 11620.257812
	Iteration 47Q: 3 clusters Score -2990484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2990491.250000 Penalty: 11620.257812
	Iteration 48Q: 3 clusters Score -2990491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2990495.750000 Penalty: 11620.257812
	Iteration 49Q: 3 clusters Score -2990496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2990502.000000 Penalty: 11620.257812
	Iteration 50Q: 3 clusters Score -2990502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2990507.500000 Penalty: 11620.257812
	Iteration 51Q: 3 clusters Score -2990508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2990515.000000 Penalty: 11620.257812
	Iteration 52Q: 3 clusters Score -2990515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2990517.000000 Penalty: 11620.257812
	Iteration 53Q: 3 clusters Score -2990517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2990515.250000 Penalty: 11620.257812
	Iteration 54Q: 3 clusters Score -2990515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2990521.000000 Penalty: 11620.257812
	Iteration 55Q: 3 clusters Score -2990521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2990521.000000 Penalty: 11620.257812
	Iteration 56F: 3 clusters Score -2990521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (96196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Entering Unmasked Estep 
Score: -22166796.000000 Penalty: 7027.912598
	Iteration 0F: 2 clusters Score -2.21668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -22102272.000000 Penalty: 14055.825195
	Iteration 0F: 3 clusters Score -2.210227e+07 nChanged 43707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -22125634.000000 Penalty: 14055.825195
	Iteration 1F: 3 clusters Score -2.212563e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -22126636.000000 Penalty: 14055.825195
	Iteration 2Q: 3 clusters Score -2.212664e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -22127566.000000 Penalty: 14055.825195
	Iteration 3Q: 3 clusters Score -2.212757e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -22128292.000000 Penalty: 14055.825195
	Iteration 4Q: 3 clusters Score -2.212829e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -22128994.000000 Penalty: 14055.825195
	Iteration 5Q: 3 clusters Score -2.212899e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -22129628.000000 Penalty: 14055.825195
	Iteration 6Q: 3 clusters Score -2.212963e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -22130526.000000 Penalty: 14055.825195
	Iteration 7Q: 3 clusters Score -2.213053e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -22131656.000000 Penalty: 14055.825195
	Iteration 8Q: 3 clusters Score -2.213166e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -22133184.000000 Penalty: 14055.825195
	Iteration 9Q: 3 clusters Score -2.213318e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -22135026.000000 Penalty: 14055.825195
	Iteration 10Q: 3 clusters Score -2.213503e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -22137280.000000 Penalty: 14055.825195
	Iteration 11Q: 3 clusters Score -2.213728e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -22140636.000000 Penalty: 14055.825195
	Iteration 12F: 3 clusters Score -2.214064e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -22144640.000000 Penalty: 14055.825195
	Iteration 13F: 3 clusters Score -2.214464e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -22149110.000000 Penalty: 14055.825195
	Iteration 14F: 3 clusters Score -2.214911e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -22152878.000000 Penalty: 14055.825195
	Iteration 15F: 3 clusters Score -2.215288e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -22155910.000000 Penalty: 14055.825195
	Iteration 16Q: 3 clusters Score -2.215591e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -22157852.000000 Penalty: 14055.825195
	Iteration 17Q: 3 clusters Score -2.215785e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -22159062.000000 Penalty: 14055.825195
	Iteration 18Q: 3 clusters Score -2.215906e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -22159738.000000 Penalty: 14055.825195
	Iteration 19Q: 3 clusters Score -2.215974e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -22160128.000000 Penalty: 14055.825195
	Iteration 20F: 3 clusters Score -2.216013e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -22160392.000000 Penalty: 14055.825195
	Iteration 21Q: 3 clusters Score -2.216039e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 95121 members 
Entering Unmasked Estep 
Score: -22160502.000000 Penalty: 14055.825195
	Iteration 22Q: 3 clusters Score -2.21605e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -22160606.000000 Penalty: 14055.825195
	Iteration 23Q: 3 clusters Score -2.216061e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -22160644.000000 Penalty: 14055.825195
	Iteration 24Q: 3 clusters Score -2.216064e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -22160710.000000 Penalty: 14055.825195
	Iteration 25Q: 3 clusters Score -2.216071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 95279 members 
Entering Unmasked Estep 
Score: -22160706.000000 Penalty: 14055.825195
	Iteration 26Q: 3 clusters Score -2.216071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -22160714.000000 Penalty: 14055.825195
	Iteration 27Q: 3 clusters Score -2.216071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 95303 members 
Entering Unmasked Estep 
Score: -22160728.000000 Penalty: 14055.825195
	Iteration 28Q: 3 clusters Score -2.216073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -22160720.000000 Penalty: 14055.825195
	Iteration 29Q: 3 clusters Score -2.216072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -22160734.000000 Penalty: 14055.825195
	Iteration 30Q: 3 clusters Score -2.216073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -22160750.000000 Penalty: 14055.825195
	Iteration 31Q: 3 clusters Score -2.216075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -22160754.000000 Penalty: 14055.825195
	Iteration 32Q: 3 clusters Score -2.216075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -22160762.000000 Penalty: 14055.825195
	Iteration 33Q: 3 clusters Score -2.216076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 95345 members 
Entering Unmasked Estep 
Score: -22160764.000000 Penalty: 14055.825195
	Iteration 34Q: 3 clusters Score -2.216076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -22160772.000000 Penalty: 14055.825195
	Iteration 35Q: 3 clusters Score -2.216077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -22160782.000000 Penalty: 14055.825195
	Iteration 36Q: 3 clusters Score -2.216078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -22160782.000000 Penalty: 14055.825195
	Iteration 37F: 3 clusters Score -2.216078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (108153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Entering Unmasked Estep 
Score: -24115164.000000 Penalty: 7099.672363
	Iteration 0F: 2 clusters Score -2.411516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -24041708.000000 Penalty: 14199.344727
	Iteration 0F: 3 clusters Score -2.404171e+07 nChanged 49771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -24069074.000000 Penalty: 14199.344727
	Iteration 1F: 3 clusters Score -2.406907e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -24070436.000000 Penalty: 14199.344727
	Iteration 2Q: 3 clusters Score -2.407044e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -24071712.000000 Penalty: 14199.344727
	Iteration 3Q: 3 clusters Score -2.407171e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -24073372.000000 Penalty: 14199.344727
	Iteration 4Q: 3 clusters Score -2.407337e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -24075664.000000 Penalty: 14199.344727
	Iteration 5Q: 3 clusters Score -2.407566e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -24078386.000000 Penalty: 14199.344727
	Iteration 6Q: 3 clusters Score -2.407839e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -24081826.000000 Penalty: 14199.344727
	Iteration 7F: 3 clusters Score -2.408183e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -24086362.000000 Penalty: 14199.344727
	Iteration 8F: 3 clusters Score -2.408636e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -24091348.000000 Penalty: 14199.344727
	Iteration 9F: 3 clusters Score -2.409135e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -24096636.000000 Penalty: 14199.344727
	Iteration 10F: 3 clusters Score -2.409664e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 94571 members 
Entering Unmasked Estep 
Score: -24101254.000000 Penalty: 14199.344727
	Iteration 11Q: 3 clusters Score -2.410125e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 97884 members 
Entering Unmasked Estep 
Score: -24104816.000000 Penalty: 14199.344727
	Iteration 12Q: 3 clusters Score -2.410482e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -24107290.000000 Penalty: 14199.344727
	Iteration 13Q: 3 clusters Score -2.410729e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -24109248.000000 Penalty: 14199.344727
	Iteration 14Q: 3 clusters Score -2.410925e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 101515 members 
Entering Unmasked Estep 
Score: -24111138.000000 Penalty: 14199.344727
	Iteration 15Q: 3 clusters Score -2.411114e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 101576 members 
Entering Unmasked Estep 
Score: -24112862.000000 Penalty: 14199.344727
	Iteration 16Q: 3 clusters Score -2.411286e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
Score: -24114174.000000 Penalty: 14199.344727
	Iteration 17Q: 3 clusters Score -2.411417e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 100756 members 
Entering Unmasked Estep 
Score: -24114974.000000 Penalty: 14199.344727
	Iteration 18Q: 3 clusters Score -2.411497e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 100262 members 
Entering Unmasked Estep 
Score: -24115364.000000 Penalty: 14199.344727
	Iteration 19Q: 3 clusters Score -2.411536e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -24115626.000000 Penalty: 14199.344727
	Iteration 20F: 3 clusters Score -2.411563e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -24115774.000000 Penalty: 14199.344727
	Iteration 21Q: 3 clusters Score -2.411577e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -24115878.000000 Penalty: 14199.344727
	Iteration 22Q: 3 clusters Score -2.411588e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 98780 members 
Entering Unmasked Estep 
Score: -24115924.000000 Penalty: 14199.344727
	Iteration 23Q: 3 clusters Score -2.411592e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -24115958.000000 Penalty: 14199.344727
	Iteration 24Q: 3 clusters Score -2.411596e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -24116002.000000 Penalty: 14199.344727
	Iteration 25Q: 3 clusters Score -2.4116e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 98243 members 
Entering Unmasked Estep 
Score: -24116070.000000 Penalty: 14199.344727
	Iteration 26Q: 3 clusters Score -2.411607e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 98104 members 
Entering Unmasked Estep 
Score: -24116102.000000 Penalty: 14199.344727
	Iteration 27Q: 3 clusters Score -2.41161e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 97988 members 
Entering Unmasked Estep 
Score: -24116098.000000 Penalty: 14199.344727
	Iteration 28Q: 3 clusters Score -2.41161e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
Score: -24116110.000000 Penalty: 14199.344727
	Iteration 29Q: 3 clusters Score -2.411611e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 97821 members 
Entering Unmasked Estep 
Score: -24116090.000000 Penalty: 14199.344727
	Iteration 30Q: 3 clusters Score -2.411609e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -24116090.000000 Penalty: 14199.344727
	Iteration 31Q: 3 clusters Score -2.411609e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
Score: -24116148.000000 Penalty: 14199.344727
	Iteration 32Q: 3 clusters Score -2.411615e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -24116174.000000 Penalty: 14199.344727
	Iteration 33Q: 3 clusters Score -2.411617e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -24116192.000000 Penalty: 14199.344727
	Iteration 34Q: 3 clusters Score -2.411619e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 97565 members 
Entering Unmasked Estep 
Score: -24116160.000000 Penalty: 14199.344727
	Iteration 35Q: 3 clusters Score -2.411616e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -24116168.000000 Penalty: 14199.344727
	Iteration 36Q: 3 clusters Score -2.411617e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
Score: -24116178.000000 Penalty: 14199.344727
	Iteration 37Q: 3 clusters Score -2.411618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -24116198.000000 Penalty: 14199.344727
	Iteration 38Q: 3 clusters Score -2.41162e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -24116214.000000 Penalty: 14199.344727
	Iteration 39Q: 3 clusters Score -2.411621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 97435 members 
Entering Unmasked Estep 
Score: -24116198.000000 Penalty: 14199.344727
	Iteration 40F: 3 clusters Score -2.41162e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -24116188.000000 Penalty: 14199.344727
	Iteration 41Q: 3 clusters Score -2.411619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -24116208.000000 Penalty: 14199.344727
	Iteration 42Q: 3 clusters Score -2.411621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 97397 members 
Entering Unmasked Estep 
Score: -24116216.000000 Penalty: 14199.344727
	Iteration 43Q: 3 clusters Score -2.411622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 97389 members 
Entering Unmasked Estep 
Score: -24116210.000000 Penalty: 14199.344727
	Iteration 44Q: 3 clusters Score -2.411621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -24116186.000000 Penalty: 14199.344727
	Iteration 45Q: 3 clusters Score -2.411619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -24116192.000000 Penalty: 14199.344727
	Iteration 46Q: 3 clusters Score -2.411619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 97367 members 
Entering Unmasked Estep 
Score: -24116208.000000 Penalty: 14199.344727
	Iteration 47Q: 3 clusters Score -2.411621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -24116196.000000 Penalty: 14199.344727
	Iteration 48Q: 3 clusters Score -2.41162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -24116196.000000 Penalty: 14199.344727
	Iteration 49Q: 3 clusters Score -2.41162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 97355 members 
Entering Unmasked Estep 
Score: -24116214.000000 Penalty: 14199.344727
	Iteration 50Q: 3 clusters Score -2.411621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -24116224.000000 Penalty: 14199.344727
	Iteration 51Q: 3 clusters Score -2.411622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -24116210.000000 Penalty: 14199.344727
	Iteration 52Q: 3 clusters Score -2.411621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -24116216.000000 Penalty: 14199.344727
	Iteration 53Q: 3 clusters Score -2.411622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -24116216.000000 Penalty: 14199.344727
	Iteration 54F: 3 clusters Score -2.411622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 18152 members 
Mstep: Class 3 contains 22805 members 
Mstep: Class 4 contains 119905 members 
Mstep: Class 5 contains 13173 members 
Mstep: Class 6 contains 96196 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 8 contains 16901 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 48603 members 
Mstep: Class 11 contains 58322 members 
Mstep: Class 12 contains 36871 members 
Mstep: Class 13 contains 41050 members 
Mstep: Class 14 contains 67672 members 
Mstep: Class 15 contains 15700 members 
Mstep: Class 16 contains 56050 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 64686 members 
Mstep: Class 20 contains 22925 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 15493 members 
Mstep: Class 24 contains 143045 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19215 members 
Mstep: Class 27 contains 61378 members 
Mstep: Class 28 contains 97347 members 
Entering Unmasked Estep 
Score: -272438464.000000 Penalty: 240310.328125
Splitting cluster 7 changes total score from -272435488.000000 to -272438464.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 8 (16901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Entering Unmasked Estep 
Score: -3747337.750000 Penalty: 5962.766113
	Iteration 0F: 2 clusters Score -3747338 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 8429 members 
Entering Unmasked Estep 
Score: -3732823.000000 Penalty: 11925.532227
	Iteration 0F: 3 clusters Score -3732823 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3736416.250000 Penalty: 11925.532227
	Iteration 1F: 3 clusters Score -3736416 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3737097.500000 Penalty: 11925.532227
	Iteration 2F: 3 clusters Score -3737098 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3737542.250000 Penalty: 11925.532227
	Iteration 3F: 3 clusters Score -3737542 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -3737929.500000 Penalty: 11925.532227
	Iteration 4Q: 3 clusters Score -3737930 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3738270.750000 Penalty: 11925.532227
	Iteration 5Q: 3 clusters Score -3738271 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3738629.250000 Penalty: 11925.532227
	Iteration 6Q: 3 clusters Score -3738629 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3738991.000000 Penalty: 11925.532227
	Iteration 7Q: 3 clusters Score -3738991 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3739366.500000 Penalty: 11925.532227
	Iteration 8Q: 3 clusters Score -3739366 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3739727.750000 Penalty: 11925.532227
	Iteration 9Q: 3 clusters Score -3739728 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3740083.750000 Penalty: 11925.532227
	Iteration 10Q: 3 clusters Score -3740084 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -3740492.000000 Penalty: 11925.532227
	Iteration 11Q: 3 clusters Score -3740492 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3740936.000000 Penalty: 11925.532227
	Iteration 12Q: 3 clusters Score -3740936 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3741346.750000 Penalty: 11925.532227
	Iteration 13Q: 3 clusters Score -3741347 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3741674.000000 Penalty: 11925.532227
	Iteration 14Q: 3 clusters Score -3741674 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3741939.500000 Penalty: 11925.532227
	Iteration 15Q: 3 clusters Score -3741940 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3742177.250000 Penalty: 11925.532227
	Iteration 16Q: 3 clusters Score -3742177 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3742351.000000 Penalty: 11925.532227
	Iteration 17Q: 3 clusters Score -3742351 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3742512.750000 Penalty: 11925.532227
	Iteration 18Q: 3 clusters Score -3742513 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3742638.500000 Penalty: 11925.532227
	Iteration 19Q: 3 clusters Score -3742638 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3742734.000000 Penalty: 11925.532227
	Iteration 20F: 3 clusters Score -3742734 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3742825.250000 Penalty: 11925.532227
	Iteration 21Q: 3 clusters Score -3742825 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3742901.500000 Penalty: 11925.532227
	Iteration 22Q: 3 clusters Score -3742902 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -3742939.000000 Penalty: 11925.532227
	Iteration 23Q: 3 clusters Score -3742939 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3742984.750000 Penalty: 11925.532227
	Iteration 24Q: 3 clusters Score -3742985 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3743011.750000 Penalty: 11925.532227
	Iteration 25Q: 3 clusters Score -3743012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3743044.500000 Penalty: 11925.532227
	Iteration 26Q: 3 clusters Score -3743044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3743068.750000 Penalty: 11925.532227
	Iteration 27Q: 3 clusters Score -3743069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3743085.500000 Penalty: 11925.532227
	Iteration 28Q: 3 clusters Score -3743086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3743096.000000 Penalty: 11925.532227
	Iteration 29Q: 3 clusters Score -3743096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3743116.750000 Penalty: 11925.532227
	Iteration 30Q: 3 clusters Score -3743117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3743134.000000 Penalty: 11925.532227
	Iteration 31Q: 3 clusters Score -3743134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3743153.500000 Penalty: 11925.532227
	Iteration 32Q: 3 clusters Score -3743154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -3743172.750000 Penalty: 11925.532227
	Iteration 33Q: 3 clusters Score -3743173 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3743196.250000 Penalty: 11925.532227
	Iteration 34Q: 3 clusters Score -3743196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3743214.500000 Penalty: 11925.532227
	Iteration 35Q: 3 clusters Score -3743214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3743231.500000 Penalty: 11925.532227
	Iteration 36Q: 3 clusters Score -3743232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3743258.500000 Penalty: 11925.532227
	Iteration 37Q: 3 clusters Score -3743258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3743291.500000 Penalty: 11925.532227
	Iteration 38Q: 3 clusters Score -3743292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3743319.500000 Penalty: 11925.532227
	Iteration 39Q: 3 clusters Score -3743320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3743339.000000 Penalty: 11925.532227
	Iteration 40F: 3 clusters Score -3743339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3743355.750000 Penalty: 11925.532227
	Iteration 41Q: 3 clusters Score -3743356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3743366.000000 Penalty: 11925.532227
	Iteration 42Q: 3 clusters Score -3743366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3743372.750000 Penalty: 11925.532227
	Iteration 43Q: 3 clusters Score -3743373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -3743385.500000 Penalty: 11925.532227
	Iteration 44Q: 3 clusters Score -3743386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3743392.500000 Penalty: 11925.532227
	Iteration 45Q: 3 clusters Score -3743392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3743394.500000 Penalty: 11925.532227
	Iteration 46Q: 3 clusters Score -3743394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3743407.500000 Penalty: 11925.532227
	Iteration 47Q: 3 clusters Score -3743408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3743413.500000 Penalty: 11925.532227
	Iteration 48Q: 3 clusters Score -3743414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3743409.750000 Penalty: 11925.532227
	Iteration 49Q: 3 clusters Score -3743410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3743411.250000 Penalty: 11925.532227
	Iteration 50Q: 3 clusters Score -3743411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3743423.250000 Penalty: 11925.532227
	Iteration 51Q: 3 clusters Score -3743423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3743420.000000 Penalty: 11925.532227
	Iteration 52Q: 3 clusters Score -3743420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3743428.000000 Penalty: 11925.532227
	Iteration 53Q: 3 clusters Score -3743428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3743440.250000 Penalty: 11925.532227
	Iteration 54Q: 3 clusters Score -3743440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -3743438.000000 Penalty: 11925.532227
	Iteration 55Q: 3 clusters Score -3743438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3743437.500000 Penalty: 11925.532227
	Iteration 56Q: 3 clusters Score -3743438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3743438.500000 Penalty: 11925.532227
	Iteration 57Q: 3 clusters Score -3743438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3743439.750000 Penalty: 11925.532227
	Iteration 58Q: 3 clusters Score -3743440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3743446.500000 Penalty: 11925.532227
	Iteration 59Q: 3 clusters Score -3743446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -3743443.500000 Penalty: 11925.532227
	Iteration 60F: 3 clusters Score -3743444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3743450.500000 Penalty: 11925.532227
	Iteration 61Q: 3 clusters Score -3743450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3743451.250000 Penalty: 11925.532227
	Iteration 62Q: 3 clusters Score -3743451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3743450.000000 Penalty: 11925.532227
	Iteration 63Q: 3 clusters Score -3743450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3743451.000000 Penalty: 11925.532227
	Iteration 64Q: 3 clusters Score -3743451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3743457.000000 Penalty: 11925.532227
	Iteration 65Q: 3 clusters Score -3743457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3743458.750000 Penalty: 11925.532227
	Iteration 66Q: 3 clusters Score -3743459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3743462.250000 Penalty: 11925.532227
	Iteration 67Q: 3 clusters Score -3743462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3743460.750000 Penalty: 11925.532227
	Iteration 68Q: 3 clusters Score -3743461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3743468.500000 Penalty: 11925.532227
	Iteration 69Q: 3 clusters Score -3743468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3743466.250000 Penalty: 11925.532227
	Iteration 70Q: 3 clusters Score -3743466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3743476.750000 Penalty: 11925.532227
	Iteration 71Q: 3 clusters Score -3743477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3743480.250000 Penalty: 11925.532227
	Iteration 72Q: 3 clusters Score -3743480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3743478.250000 Penalty: 11925.532227
	Iteration 73Q: 3 clusters Score -3743478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3743478.250000 Penalty: 11925.532227
	Iteration 74F: 3 clusters Score -3743478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Entering Unmasked Estep 
Score: -2529004.250000 Penalty: 5726.031738
	Iteration 0F: 2 clusters Score -2529004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2517858.500000 Penalty: 11452.063477
	Iteration 0F: 3 clusters Score -2517858 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2520304.250000 Penalty: 11452.063477
	Iteration 1F: 3 clusters Score -2520304 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2520874.250000 Penalty: 11452.063477
	Iteration 2F: 3 clusters Score -2520874 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2521223.000000 Penalty: 11452.063477
	Iteration 3F: 3 clusters Score -2521223 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2521462.250000 Penalty: 11452.063477
	Iteration 4Q: 3 clusters Score -2521462 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2521634.500000 Penalty: 11452.063477
	Iteration 5Q: 3 clusters Score -2521634 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2521766.750000 Penalty: 11452.063477
	Iteration 6Q: 3 clusters Score -2521767 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2521857.750000 Penalty: 11452.063477
	Iteration 7Q: 3 clusters Score -2521858 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2521944.500000 Penalty: 11452.063477
	Iteration 8Q: 3 clusters Score -2521944 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2522027.500000 Penalty: 11452.063477
	Iteration 9Q: 3 clusters Score -2522028 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2522100.250000 Penalty: 11452.063477
	Iteration 10Q: 3 clusters Score -2522100 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2522165.000000 Penalty: 11452.063477
	Iteration 11Q: 3 clusters Score -2522165 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2522224.250000 Penalty: 11452.063477
	Iteration 12Q: 3 clusters Score -2522224 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2522279.750000 Penalty: 11452.063477
	Iteration 13Q: 3 clusters Score -2522280 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2522334.250000 Penalty: 11452.063477
	Iteration 14Q: 3 clusters Score -2522334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2522368.250000 Penalty: 11452.063477
	Iteration 15Q: 3 clusters Score -2522368 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2522404.500000 Penalty: 11452.063477
	Iteration 16Q: 3 clusters Score -2522404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2522436.750000 Penalty: 11452.063477
	Iteration 17Q: 3 clusters Score -2522437 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2522461.500000 Penalty: 11452.063477
	Iteration 18Q: 3 clusters Score -2522462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2522506.750000 Penalty: 11452.063477
	Iteration 19Q: 3 clusters Score -2522507 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2522548.000000 Penalty: 11452.063477
	Iteration 20F: 3 clusters Score -2522548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2522579.250000 Penalty: 11452.063477
	Iteration 21Q: 3 clusters Score -2522579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2522612.750000 Penalty: 11452.063477
	Iteration 22Q: 3 clusters Score -2522613 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2522638.500000 Penalty: 11452.063477
	Iteration 23Q: 3 clusters Score -2522638 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2522675.250000 Penalty: 11452.063477
	Iteration 24Q: 3 clusters Score -2522675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2522710.750000 Penalty: 11452.063477
	Iteration 25Q: 3 clusters Score -2522711 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2522753.250000 Penalty: 11452.063477
	Iteration 26Q: 3 clusters Score -2522753 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2522778.500000 Penalty: 11452.063477
	Iteration 27Q: 3 clusters Score -2522778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2522811.250000 Penalty: 11452.063477
	Iteration 28Q: 3 clusters Score -2522811 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2522854.250000 Penalty: 11452.063477
	Iteration 29Q: 3 clusters Score -2522854 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2522912.750000 Penalty: 11452.063477
	Iteration 30Q: 3 clusters Score -2522913 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2522963.500000 Penalty: 11452.063477
	Iteration 31Q: 3 clusters Score -2522964 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2523044.000000 Penalty: 11452.063477
	Iteration 32Q: 3 clusters Score -2523044 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2523130.500000 Penalty: 11452.063477
	Iteration 33Q: 3 clusters Score -2523130 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2523228.750000 Penalty: 11452.063477
	Iteration 34Q: 3 clusters Score -2523229 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2523330.250000 Penalty: 11452.063477
	Iteration 35Q: 3 clusters Score -2523330 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2523433.250000 Penalty: 11452.063477
	Iteration 36Q: 3 clusters Score -2523433 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2523538.750000 Penalty: 11452.063477
	Iteration 37Q: 3 clusters Score -2523539 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2523650.250000 Penalty: 11452.063477
	Iteration 38Q: 3 clusters Score -2523650 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2523754.000000 Penalty: 11452.063477
	Iteration 39Q: 3 clusters Score -2523754 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2523889.750000 Penalty: 11452.063477
	Iteration 40F: 3 clusters Score -2523890 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2524020.750000 Penalty: 11452.063477
	Iteration 41Q: 3 clusters Score -2524021 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2524160.500000 Penalty: 11452.063477
	Iteration 42Q: 3 clusters Score -2524160 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2524287.250000 Penalty: 11452.063477
	Iteration 43Q: 3 clusters Score -2524287 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2524410.750000 Penalty: 11452.063477
	Iteration 44Q: 3 clusters Score -2524411 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2524519.500000 Penalty: 11452.063477
	Iteration 45Q: 3 clusters Score -2524520 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2524643.250000 Penalty: 11452.063477
	Iteration 46Q: 3 clusters Score -2524643 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2524747.500000 Penalty: 11452.063477
	Iteration 47Q: 3 clusters Score -2524748 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2524831.000000 Penalty: 11452.063477
	Iteration 48Q: 3 clusters Score -2524831 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2524904.000000 Penalty: 11452.063477
	Iteration 49Q: 3 clusters Score -2524904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2524951.250000 Penalty: 11452.063477
	Iteration 50Q: 3 clusters Score -2524951 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2524989.750000 Penalty: 11452.063477
	Iteration 51Q: 3 clusters Score -2524990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2525018.250000 Penalty: 11452.063477
	Iteration 52Q: 3 clusters Score -2525018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2525053.000000 Penalty: 11452.063477
	Iteration 53Q: 3 clusters Score -2525053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2525074.000000 Penalty: 11452.063477
	Iteration 54Q: 3 clusters Score -2525074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2525095.000000 Penalty: 11452.063477
	Iteration 55Q: 3 clusters Score -2525095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2525106.500000 Penalty: 11452.063477
	Iteration 56Q: 3 clusters Score -2525106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2525122.750000 Penalty: 11452.063477
	Iteration 57Q: 3 clusters Score -2525123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2525127.500000 Penalty: 11452.063477
	Iteration 58Q: 3 clusters Score -2525128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2525132.500000 Penalty: 11452.063477
	Iteration 59Q: 3 clusters Score -2525132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2525130.750000 Penalty: 11452.063477
	Iteration 60F: 3 clusters Score -2525131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2525145.000000 Penalty: 11452.063477
	Iteration 61Q: 3 clusters Score -2525145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2525146.250000 Penalty: 11452.063477
	Iteration 62Q: 3 clusters Score -2525146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2525144.250000 Penalty: 11452.063477
	Iteration 63Q: 3 clusters Score -2525144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2525142.250000 Penalty: 11452.063477
	Iteration 64Q: 3 clusters Score -2525142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2525142.250000 Penalty: 11452.063477
	Iteration 65F: 3 clusters Score -2525142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Entering Unmasked Estep 
Score: -10514201.000000 Penalty: 6609.757812
	Iteration 0F: 2 clusters Score -1.05142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -10479399.000000 Penalty: 13219.515625
	Iteration 0F: 3 clusters Score -1.04794e+07 nChanged 21325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -10491013.000000 Penalty: 13219.515625
	Iteration 1F: 3 clusters Score -1.049101e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -10492148.000000 Penalty: 13219.515625
	Iteration 2F: 3 clusters Score -1.049215e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -10493427.000000 Penalty: 13219.515625
	Iteration 3F: 3 clusters Score -1.049343e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -10495029.000000 Penalty: 13219.515625
	Iteration 4F: 3 clusters Score -1.049503e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -10497008.000000 Penalty: 13219.515625
	Iteration 5F: 3 clusters Score -1.049701e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -10499241.000000 Penalty: 13219.515625
	Iteration 6F: 3 clusters Score -1.049924e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -10501528.000000 Penalty: 13219.515625
	Iteration 7F: 3 clusters Score -1.050153e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -10503701.000000 Penalty: 13219.515625
	Iteration 8F: 3 clusters Score -1.05037e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -10505233.000000 Penalty: 13219.515625
	Iteration 9F: 3 clusters Score -1.050523e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -10506325.000000 Penalty: 13219.515625
	Iteration 10Q: 3 clusters Score -1.050632e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -10507068.000000 Penalty: 13219.515625
	Iteration 11Q: 3 clusters Score -1.050707e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -10507530.000000 Penalty: 13219.515625
	Iteration 12Q: 3 clusters Score -1.050753e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -10507868.000000 Penalty: 13219.515625
	Iteration 13Q: 3 clusters Score -1.050787e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -10508209.000000 Penalty: 13219.515625
	Iteration 14Q: 3 clusters Score -1.050821e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -10508472.000000 Penalty: 13219.515625
	Iteration 15Q: 3 clusters Score -1.050847e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -10508787.000000 Penalty: 13219.515625
	Iteration 16Q: 3 clusters Score -1.050879e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -10509053.000000 Penalty: 13219.515625
	Iteration 17Q: 3 clusters Score -1.050905e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -10509254.000000 Penalty: 13219.515625
	Iteration 18Q: 3 clusters Score -1.050925e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -10509466.000000 Penalty: 13219.515625
	Iteration 19Q: 3 clusters Score -1.050947e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -10509621.000000 Penalty: 13219.515625
	Iteration 20F: 3 clusters Score -1.050962e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -10509813.000000 Penalty: 13219.515625
	Iteration 21Q: 3 clusters Score -1.050981e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -10509941.000000 Penalty: 13219.515625
	Iteration 22Q: 3 clusters Score -1.050994e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -10510142.000000 Penalty: 13219.515625
	Iteration 23Q: 3 clusters Score -1.051014e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -10510342.000000 Penalty: 13219.515625
	Iteration 24Q: 3 clusters Score -1.051034e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -10510447.000000 Penalty: 13219.515625
	Iteration 25Q: 3 clusters Score -1.051045e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -10510600.000000 Penalty: 13219.515625
	Iteration 26Q: 3 clusters Score -1.05106e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -10510762.000000 Penalty: 13219.515625
	Iteration 27Q: 3 clusters Score -1.051076e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -10510929.000000 Penalty: 13219.515625
	Iteration 28Q: 3 clusters Score -1.051093e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -10511079.000000 Penalty: 13219.515625
	Iteration 29Q: 3 clusters Score -1.051108e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -10511132.000000 Penalty: 13219.515625
	Iteration 30Q: 3 clusters Score -1.051113e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -10511174.000000 Penalty: 13219.515625
	Iteration 31Q: 3 clusters Score -1.051117e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -10511254.000000 Penalty: 13219.515625
	Iteration 32Q: 3 clusters Score -1.051125e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -10511318.000000 Penalty: 13219.515625
	Iteration 33Q: 3 clusters Score -1.051132e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -10511330.000000 Penalty: 13219.515625
	Iteration 34Q: 3 clusters Score -1.051133e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -10511353.000000 Penalty: 13219.515625
	Iteration 35Q: 3 clusters Score -1.051135e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -10511377.000000 Penalty: 13219.515625
	Iteration 36Q: 3 clusters Score -1.051138e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -10511369.000000 Penalty: 13219.515625
	Iteration 37Q: 3 clusters Score -1.051137e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -10511362.000000 Penalty: 13219.515625
	Iteration 38Q: 3 clusters Score -1.051136e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -10511389.000000 Penalty: 13219.515625
	Iteration 39Q: 3 clusters Score -1.051139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -10511393.000000 Penalty: 13219.515625
	Iteration 40F: 3 clusters Score -1.051139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -10511401.000000 Penalty: 13219.515625
	Iteration 41Q: 3 clusters Score -1.05114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -10511396.000000 Penalty: 13219.515625
	Iteration 42Q: 3 clusters Score -1.05114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -10511395.000000 Penalty: 13219.515625
	Iteration 43Q: 3 clusters Score -1.05114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -10511388.000000 Penalty: 13219.515625
	Iteration 44Q: 3 clusters Score -1.051139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -10511396.000000 Penalty: 13219.515625
	Iteration 45Q: 3 clusters Score -1.05114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -10511368.000000 Penalty: 13219.515625
	Iteration 46Q: 3 clusters Score -1.051137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -10511367.000000 Penalty: 13219.515625
	Iteration 47Q: 3 clusters Score -1.051137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -10511359.000000 Penalty: 13219.515625
	Iteration 48Q: 3 clusters Score -1.051136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -10511362.000000 Penalty: 13219.515625
	Iteration 49Q: 3 clusters Score -1.051136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -10511387.000000 Penalty: 13219.515625
	Iteration 50Q: 3 clusters Score -1.051139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -10511382.000000 Penalty: 13219.515625
	Iteration 51Q: 3 clusters Score -1.051138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -10511382.000000 Penalty: 13219.515625
	Iteration 52Q: 3 clusters Score -1.051138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -10511379.000000 Penalty: 13219.515625
	Iteration 53Q: 3 clusters Score -1.051138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -10511390.000000 Penalty: 13219.515625
	Iteration 54Q: 3 clusters Score -1.051139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -10511398.000000 Penalty: 13219.515625
	Iteration 55Q: 3 clusters Score -1.05114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -10511391.000000 Penalty: 13219.515625
	Iteration 56Q: 3 clusters Score -1.051139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -10511393.000000 Penalty: 13219.515625
	Iteration 57Q: 3 clusters Score -1.051139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -10511387.000000 Penalty: 13219.515625
	Iteration 58Q: 3 clusters Score -1.051139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -10511387.000000 Penalty: 13219.515625
	Iteration 59F: 3 clusters Score -1.051139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Entering Unmasked Estep 
Score: -13356945.000000 Penalty: 6721.412598
	Iteration 0F: 2 clusters Score -1.335694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -13315929.000000 Penalty: 13442.825195
	Iteration 0F: 3 clusters Score -1.331593e+07 nChanged 25862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -13329781.000000 Penalty: 13442.825195
	Iteration 1F: 3 clusters Score -1.332978e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -13330848.000000 Penalty: 13442.825195
	Iteration 2Q: 3 clusters Score -1.333085e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -13331709.000000 Penalty: 13442.825195
	Iteration 3Q: 3 clusters Score -1.333171e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -13332601.000000 Penalty: 13442.825195
	Iteration 4Q: 3 clusters Score -1.33326e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -13333436.000000 Penalty: 13442.825195
	Iteration 5Q: 3 clusters Score -1.333344e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -13334424.000000 Penalty: 13442.825195
	Iteration 6Q: 3 clusters Score -1.333442e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -13335687.000000 Penalty: 13442.825195
	Iteration 7Q: 3 clusters Score -1.333569e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -13337221.000000 Penalty: 13442.825195
	Iteration 8Q: 3 clusters Score -1.333722e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -13339519.000000 Penalty: 13442.825195
	Iteration 9F: 3 clusters Score -1.333952e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -13342191.000000 Penalty: 13442.825195
	Iteration 10F: 3 clusters Score -1.334219e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -13344818.000000 Penalty: 13442.825195
	Iteration 11F: 3 clusters Score -1.334482e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -13347010.000000 Penalty: 13442.825195
	Iteration 12Q: 3 clusters Score -1.334701e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -13348483.000000 Penalty: 13442.825195
	Iteration 13Q: 3 clusters Score -1.334848e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -13349536.000000 Penalty: 13442.825195
	Iteration 14Q: 3 clusters Score -1.334954e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -13350182.000000 Penalty: 13442.825195
	Iteration 15Q: 3 clusters Score -1.335018e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -13350558.000000 Penalty: 13442.825195
	Iteration 16Q: 3 clusters Score -1.335056e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -13350791.000000 Penalty: 13442.825195
	Iteration 17Q: 3 clusters Score -1.335079e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -13350874.000000 Penalty: 13442.825195
	Iteration 18Q: 3 clusters Score -1.335087e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13350938.000000 Penalty: 13442.825195
	Iteration 19Q: 3 clusters Score -1.335094e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -13350995.000000 Penalty: 13442.825195
	Iteration 20F: 3 clusters Score -1.3351e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13351077.000000 Penalty: 13442.825195
	Iteration 21Q: 3 clusters Score -1.335108e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13351112.000000 Penalty: 13442.825195
	Iteration 22Q: 3 clusters Score -1.335111e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13351152.000000 Penalty: 13442.825195
	Iteration 23Q: 3 clusters Score -1.335115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13351184.000000 Penalty: 13442.825195
	Iteration 24Q: 3 clusters Score -1.335118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -13351191.000000 Penalty: 13442.825195
	Iteration 25Q: 3 clusters Score -1.335119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13351202.000000 Penalty: 13442.825195
	Iteration 26Q: 3 clusters Score -1.33512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13351199.000000 Penalty: 13442.825195
	Iteration 27Q: 3 clusters Score -1.33512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -13351209.000000 Penalty: 13442.825195
	Iteration 28Q: 3 clusters Score -1.335121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13351207.000000 Penalty: 13442.825195
	Iteration 29Q: 3 clusters Score -1.335121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -13351222.000000 Penalty: 13442.825195
	Iteration 30Q: 3 clusters Score -1.335122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13351210.000000 Penalty: 13442.825195
	Iteration 31Q: 3 clusters Score -1.335121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -13351216.000000 Penalty: 13442.825195
	Iteration 32Q: 3 clusters Score -1.335122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13351217.000000 Penalty: 13442.825195
	Iteration 33Q: 3 clusters Score -1.335122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13351218.000000 Penalty: 13442.825195
	Iteration 34Q: 3 clusters Score -1.335122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13351211.000000 Penalty: 13442.825195
	Iteration 35Q: 3 clusters Score -1.335121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13351224.000000 Penalty: 13442.825195
	Iteration 36Q: 3 clusters Score -1.335122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -13351228.000000 Penalty: 13442.825195
	Iteration 37Q: 3 clusters Score -1.335123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13351234.000000 Penalty: 13442.825195
	Iteration 38Q: 3 clusters Score -1.335123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13351234.000000 Penalty: 13442.825195
	Iteration 39F: 3 clusters Score -1.335123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Entering Unmasked Estep 
Score: -8069130.000000 Penalty: 6440.548340
	Iteration 0F: 2 clusters Score -8069130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -8041953.500000 Penalty: 12881.096680
	Iteration 0F: 3 clusters Score -8041954 nChanged 15725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -8050547.000000 Penalty: 12881.096680
	Iteration 1F: 3 clusters Score -8050547 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -8051891.500000 Penalty: 12881.096680
	Iteration 2F: 3 clusters Score -8051892 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -8053296.500000 Penalty: 12881.096680
	Iteration 3F: 3 clusters Score -8053296 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -8055158.000000 Penalty: 12881.096680
	Iteration 4F: 3 clusters Score -8055158 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -8057067.000000 Penalty: 12881.096680
	Iteration 5F: 3 clusters Score -8057067 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -8059067.500000 Penalty: 12881.096680
	Iteration 6F: 3 clusters Score -8059068 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -8060931.500000 Penalty: 12881.096680
	Iteration 7F: 3 clusters Score -8060932 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -8062442.500000 Penalty: 12881.096680
	Iteration 8F: 3 clusters Score -8062442 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -8063603.500000 Penalty: 12881.096680
	Iteration 9Q: 3 clusters Score -8063604 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -8064500.500000 Penalty: 12881.096680
	Iteration 10Q: 3 clusters Score -8064500 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -8065143.000000 Penalty: 12881.096680
	Iteration 11Q: 3 clusters Score -8065143 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -8065621.500000 Penalty: 12881.096680
	Iteration 12Q: 3 clusters Score -8065622 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -8065922.500000 Penalty: 12881.096680
	Iteration 13Q: 3 clusters Score -8065922 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -8066125.000000 Penalty: 12881.096680
	Iteration 14Q: 3 clusters Score -8066125 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -8066264.500000 Penalty: 12881.096680
	Iteration 15Q: 3 clusters Score -8066264 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -8066368.000000 Penalty: 12881.096680
	Iteration 16Q: 3 clusters Score -8066368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -8066433.500000 Penalty: 12881.096680
	Iteration 17Q: 3 clusters Score -8066434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -8066480.500000 Penalty: 12881.096680
	Iteration 18Q: 3 clusters Score -8066480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -8066509.500000 Penalty: 12881.096680
	Iteration 19Q: 3 clusters Score -8066510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -8066527.500000 Penalty: 12881.096680
	Iteration 20F: 3 clusters Score -8066528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -8066529.000000 Penalty: 12881.096680
	Iteration 21Q: 3 clusters Score -8066529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -8066543.500000 Penalty: 12881.096680
	Iteration 22Q: 3 clusters Score -8066544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -8066564.500000 Penalty: 12881.096680
	Iteration 23Q: 3 clusters Score -8066564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -8066574.000000 Penalty: 12881.096680
	Iteration 24Q: 3 clusters Score -8066574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -8066569.000000 Penalty: 12881.096680
	Iteration 25Q: 3 clusters Score -8066569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -8066579.500000 Penalty: 12881.096680
	Iteration 26Q: 3 clusters Score -8066580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -8066583.000000 Penalty: 12881.096680
	Iteration 27Q: 3 clusters Score -8066583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -8066583.000000 Penalty: 12881.096680
	Iteration 28F: 3 clusters Score -8066583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Entering Unmasked Estep 
Score: -9493892.000000 Penalty: 6506.309570
	Iteration 0F: 2 clusters Score -9493892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -9464100.000000 Penalty: 13012.619141
	Iteration 0F: 3 clusters Score -9464100 nChanged 17743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -9473351.000000 Penalty: 13012.619141
	Iteration 1F: 3 clusters Score -9473351 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -9474273.000000 Penalty: 13012.619141
	Iteration 2F: 3 clusters Score -9474273 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -9474887.000000 Penalty: 13012.619141
	Iteration 3Q: 3 clusters Score -9474887 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -9475361.000000 Penalty: 13012.619141
	Iteration 4Q: 3 clusters Score -9475361 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -9475687.000000 Penalty: 13012.619141
	Iteration 5Q: 3 clusters Score -9475687 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -9475924.000000 Penalty: 13012.619141
	Iteration 6Q: 3 clusters Score -9475924 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -9476173.000000 Penalty: 13012.619141
	Iteration 7Q: 3 clusters Score -9476173 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -9476413.000000 Penalty: 13012.619141
	Iteration 8Q: 3 clusters Score -9476413 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -9476646.000000 Penalty: 13012.619141
	Iteration 9Q: 3 clusters Score -9476646 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -9477070.000000 Penalty: 13012.619141
	Iteration 10Q: 3 clusters Score -9477070 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -9477601.000000 Penalty: 13012.619141
	Iteration 11Q: 3 clusters Score -9477601 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -9478313.000000 Penalty: 13012.619141
	Iteration 12Q: 3 clusters Score -9478313 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -9479383.000000 Penalty: 13012.619141
	Iteration 13Q: 3 clusters Score -9479383 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -9480727.000000 Penalty: 13012.619141
	Iteration 14F: 3 clusters Score -9480727 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -9482354.000000 Penalty: 13012.619141
	Iteration 15F: 3 clusters Score -9482354 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -9483931.000000 Penalty: 13012.619141
	Iteration 16Q: 3 clusters Score -9483931 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -9485383.000000 Penalty: 13012.619141
	Iteration 17Q: 3 clusters Score -9485383 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9486509.000000 Penalty: 13012.619141
	Iteration 18Q: 3 clusters Score -9486509 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9487142.000000 Penalty: 13012.619141
	Iteration 19Q: 3 clusters Score -9487142 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9487474.000000 Penalty: 13012.619141
	Iteration 20F: 3 clusters Score -9487474 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9487687.000000 Penalty: 13012.619141
	Iteration 21Q: 3 clusters Score -9487687 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9487841.000000 Penalty: 13012.619141
	Iteration 22Q: 3 clusters Score -9487841 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9487921.000000 Penalty: 13012.619141
	Iteration 23Q: 3 clusters Score -9487921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9487976.000000 Penalty: 13012.619141
	Iteration 24Q: 3 clusters Score -9487976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9488040.000000 Penalty: 13012.619141
	Iteration 25Q: 3 clusters Score -9488040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9488068.000000 Penalty: 13012.619141
	Iteration 26Q: 3 clusters Score -9488068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9488085.000000 Penalty: 13012.619141
	Iteration 27Q: 3 clusters Score -9488085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9488087.000000 Penalty: 13012.619141
	Iteration 28Q: 3 clusters Score -9488087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9488106.000000 Penalty: 13012.619141
	Iteration 29Q: 3 clusters Score -9488106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9488113.000000 Penalty: 13012.619141
	Iteration 30Q: 3 clusters Score -9488113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9488114.000000 Penalty: 13012.619141
	Iteration 31Q: 3 clusters Score -9488114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9488114.000000 Penalty: 13012.619141
	Iteration 32Q: 3 clusters Score -9488114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9488123.000000 Penalty: 13012.619141
	Iteration 33Q: 3 clusters Score -9488123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9488124.000000 Penalty: 13012.619141
	Iteration 34Q: 3 clusters Score -9488124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9488132.000000 Penalty: 13012.619141
	Iteration 35Q: 3 clusters Score -9488132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9488135.000000 Penalty: 13012.619141
	Iteration 36Q: 3 clusters Score -9488135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9488141.000000 Penalty: 13012.619141
	Iteration 37Q: 3 clusters Score -9488141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9488141.000000 Penalty: 13012.619141
	Iteration 38F: 3 clusters Score -9488141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Entering Unmasked Estep 
Score: -15451923.000000 Penalty: 6812.487305
	Iteration 0F: 2 clusters Score -1.545192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -15404875.000000 Penalty: 13624.974609
	Iteration 0F: 3 clusters Score -1.540488e+07 nChanged 30204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -15421256.000000 Penalty: 13624.974609
	Iteration 1F: 3 clusters Score -1.542126e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -15422204.000000 Penalty: 13624.974609
	Iteration 2Q: 3 clusters Score -1.54222e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -15423183.000000 Penalty: 13624.974609
	Iteration 3Q: 3 clusters Score -1.542318e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -15424054.000000 Penalty: 13624.974609
	Iteration 4Q: 3 clusters Score -1.542405e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -15425210.000000 Penalty: 13624.974609
	Iteration 5Q: 3 clusters Score -1.542521e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -15426495.000000 Penalty: 13624.974609
	Iteration 6Q: 3 clusters Score -1.54265e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -15428109.000000 Penalty: 13624.974609
	Iteration 7Q: 3 clusters Score -1.542811e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -15430031.000000 Penalty: 13624.974609
	Iteration 8F: 3 clusters Score -1.543003e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -15432317.000000 Penalty: 13624.974609
	Iteration 9F: 3 clusters Score -1.543232e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -15434851.000000 Penalty: 13624.974609
	Iteration 10F: 3 clusters Score -1.543485e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -15437050.000000 Penalty: 13624.974609
	Iteration 11F: 3 clusters Score -1.543705e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -15438623.000000 Penalty: 13624.974609
	Iteration 12Q: 3 clusters Score -1.543862e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -15439791.000000 Penalty: 13624.974609
	Iteration 13Q: 3 clusters Score -1.543979e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -15440686.000000 Penalty: 13624.974609
	Iteration 14Q: 3 clusters Score -1.544069e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -15441596.000000 Penalty: 13624.974609
	Iteration 15Q: 3 clusters Score -1.54416e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -15442234.000000 Penalty: 13624.974609
	Iteration 16Q: 3 clusters Score -1.544223e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -15442736.000000 Penalty: 13624.974609
	Iteration 17Q: 3 clusters Score -1.544274e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -15443245.000000 Penalty: 13624.974609
	Iteration 18Q: 3 clusters Score -1.544324e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -15443679.000000 Penalty: 13624.974609
	Iteration 19Q: 3 clusters Score -1.544368e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -15444085.000000 Penalty: 13624.974609
	Iteration 20F: 3 clusters Score -1.544408e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -15444356.000000 Penalty: 13624.974609
	Iteration 21Q: 3 clusters Score -1.544436e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -15444589.000000 Penalty: 13624.974609
	Iteration 22Q: 3 clusters Score -1.544459e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -15444854.000000 Penalty: 13624.974609
	Iteration 23Q: 3 clusters Score -1.544485e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -15445064.000000 Penalty: 13624.974609
	Iteration 24Q: 3 clusters Score -1.544506e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -15445251.000000 Penalty: 13624.974609
	Iteration 25Q: 3 clusters Score -1.544525e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -15445435.000000 Penalty: 13624.974609
	Iteration 26Q: 3 clusters Score -1.544544e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -15445581.000000 Penalty: 13624.974609
	Iteration 27Q: 3 clusters Score -1.544558e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -15445718.000000 Penalty: 13624.974609
	Iteration 28Q: 3 clusters Score -1.544572e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -15445818.000000 Penalty: 13624.974609
	Iteration 29Q: 3 clusters Score -1.544582e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -15445893.000000 Penalty: 13624.974609
	Iteration 30Q: 3 clusters Score -1.544589e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -15445966.000000 Penalty: 13624.974609
	Iteration 31Q: 3 clusters Score -1.544597e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -15446021.000000 Penalty: 13624.974609
	Iteration 32Q: 3 clusters Score -1.544602e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -15446095.000000 Penalty: 13624.974609
	Iteration 33Q: 3 clusters Score -1.54461e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -15446124.000000 Penalty: 13624.974609
	Iteration 34Q: 3 clusters Score -1.544612e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -15446132.000000 Penalty: 13624.974609
	Iteration 35Q: 3 clusters Score -1.544613e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -15446182.000000 Penalty: 13624.974609
	Iteration 36Q: 3 clusters Score -1.544618e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 65782 members 
Entering Unmasked Estep 
Score: -15446219.000000 Penalty: 13624.974609
	Iteration 37Q: 3 clusters Score -1.544622e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -15446215.000000 Penalty: 13624.974609
	Iteration 38Q: 3 clusters Score -1.544622e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -15446235.000000 Penalty: 13624.974609
	Iteration 39Q: 3 clusters Score -1.544624e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -15446275.000000 Penalty: 13624.974609
	Iteration 40F: 3 clusters Score -1.544628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -15446301.000000 Penalty: 13624.974609
	Iteration 41Q: 3 clusters Score -1.54463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -15446320.000000 Penalty: 13624.974609
	Iteration 42Q: 3 clusters Score -1.544632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -15446321.000000 Penalty: 13624.974609
	Iteration 43Q: 3 clusters Score -1.544632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -15446348.000000 Penalty: 13624.974609
	Iteration 44Q: 3 clusters Score -1.544635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -15446341.000000 Penalty: 13624.974609
	Iteration 45Q: 3 clusters Score -1.544634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -15446347.000000 Penalty: 13624.974609
	Iteration 46Q: 3 clusters Score -1.544635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -15446359.000000 Penalty: 13624.974609
	Iteration 47Q: 3 clusters Score -1.544636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -15446364.000000 Penalty: 13624.974609
	Iteration 48Q: 3 clusters Score -1.544636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -15446370.000000 Penalty: 13624.974609
	Iteration 49Q: 3 clusters Score -1.544637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -15446365.000000 Penalty: 13624.974609
	Iteration 50Q: 3 clusters Score -1.544636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -15446368.000000 Penalty: 13624.974609
	Iteration 51Q: 3 clusters Score -1.544637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -15446361.000000 Penalty: 13624.974609
	Iteration 52Q: 3 clusters Score -1.544636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -15446362.000000 Penalty: 13624.974609
	Iteration 53Q: 3 clusters Score -1.544636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -15446375.000000 Penalty: 13624.974609
	Iteration 54Q: 3 clusters Score -1.544638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -15446369.000000 Penalty: 13624.974609
	Iteration 55Q: 3 clusters Score -1.544637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -15446379.000000 Penalty: 13624.974609
	Iteration 56Q: 3 clusters Score -1.544638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -15446379.000000 Penalty: 13624.974609
	Iteration 57Q: 3 clusters Score -1.544638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -15446381.000000 Penalty: 13624.974609
	Iteration 58Q: 3 clusters Score -1.544638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -15446390.000000 Penalty: 13624.974609
	Iteration 59Q: 3 clusters Score -1.544639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -15446392.000000 Penalty: 13624.974609
	Iteration 60F: 3 clusters Score -1.544639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -15446391.000000 Penalty: 13624.974609
	Iteration 61Q: 3 clusters Score -1.544639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -15446382.000000 Penalty: 13624.974609
	Iteration 62Q: 3 clusters Score -1.544638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -15446395.000000 Penalty: 13624.974609
	Iteration 63Q: 3 clusters Score -1.54464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -15446383.000000 Penalty: 13624.974609
	Iteration 64Q: 3 clusters Score -1.544638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -15446387.000000 Penalty: 13624.974609
	Iteration 65Q: 3 clusters Score -1.544639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -15446395.000000 Penalty: 13624.974609
	Iteration 66Q: 3 clusters Score -1.54464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -15446385.000000 Penalty: 13624.974609
	Iteration 67Q: 3 clusters Score -1.544638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -15446385.000000 Penalty: 13624.974609
	Iteration 68Q: 3 clusters Score -1.544638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -15446385.000000 Penalty: 13624.974609
	Iteration 69F: 3 clusters Score -1.544638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Entering Unmasked Estep 
Score: -3429669.000000 Penalty: 5917.617188
	Iteration 0F: 2 clusters Score -3429669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3415861.750000 Penalty: 11835.234375
	Iteration 0F: 3 clusters Score -3415862 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3419272.500000 Penalty: 11835.234375
	Iteration 1F: 3 clusters Score -3419272 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3419993.500000 Penalty: 11835.234375
	Iteration 2F: 3 clusters Score -3419994 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3420494.250000 Penalty: 11835.234375
	Iteration 3F: 3 clusters Score -3420494 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3420899.000000 Penalty: 11835.234375
	Iteration 4Q: 3 clusters Score -3420899 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3421225.000000 Penalty: 11835.234375
	Iteration 5Q: 3 clusters Score -3421225 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3421491.750000 Penalty: 11835.234375
	Iteration 6Q: 3 clusters Score -3421492 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3421738.500000 Penalty: 11835.234375
	Iteration 7Q: 3 clusters Score -3421738 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3421953.500000 Penalty: 11835.234375
	Iteration 8Q: 3 clusters Score -3421954 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3422165.000000 Penalty: 11835.234375
	Iteration 9Q: 3 clusters Score -3422165 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3422404.000000 Penalty: 11835.234375
	Iteration 10Q: 3 clusters Score -3422404 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3422632.000000 Penalty: 11835.234375
	Iteration 11Q: 3 clusters Score -3422632 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3422864.750000 Penalty: 11835.234375
	Iteration 12Q: 3 clusters Score -3422865 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3423076.750000 Penalty: 11835.234375
	Iteration 13Q: 3 clusters Score -3423077 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3423281.250000 Penalty: 11835.234375
	Iteration 14Q: 3 clusters Score -3423281 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3423504.250000 Penalty: 11835.234375
	Iteration 15Q: 3 clusters Score -3423504 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3423709.750000 Penalty: 11835.234375
	Iteration 16Q: 3 clusters Score -3423710 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3423902.750000 Penalty: 11835.234375
	Iteration 17Q: 3 clusters Score -3423903 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3424088.000000 Penalty: 11835.234375
	Iteration 18Q: 3 clusters Score -3424088 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3424273.500000 Penalty: 11835.234375
	Iteration 19Q: 3 clusters Score -3424274 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3424455.000000 Penalty: 11835.234375
	Iteration 20F: 3 clusters Score -3424455 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3424680.750000 Penalty: 11835.234375
	Iteration 21Q: 3 clusters Score -3424681 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3424949.750000 Penalty: 11835.234375
	Iteration 22Q: 3 clusters Score -3424950 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3425214.500000 Penalty: 11835.234375
	Iteration 23Q: 3 clusters Score -3425214 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3425529.250000 Penalty: 11835.234375
	Iteration 24Q: 3 clusters Score -3425529 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3425805.250000 Penalty: 11835.234375
	Iteration 25Q: 3 clusters Score -3425805 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -3426036.500000 Penalty: 11835.234375
	Iteration 26Q: 3 clusters Score -3426036 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3426217.250000 Penalty: 11835.234375
	Iteration 27Q: 3 clusters Score -3426217 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3426319.500000 Penalty: 11835.234375
	Iteration 28Q: 3 clusters Score -3426320 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3426384.250000 Penalty: 11835.234375
	Iteration 29Q: 3 clusters Score -3426384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3426425.000000 Penalty: 11835.234375
	Iteration 30Q: 3 clusters Score -3426425 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3426453.500000 Penalty: 11835.234375
	Iteration 31Q: 3 clusters Score -3426454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3426497.750000 Penalty: 11835.234375
	Iteration 32Q: 3 clusters Score -3426498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3426504.750000 Penalty: 11835.234375
	Iteration 33Q: 3 clusters Score -3426505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3426513.750000 Penalty: 11835.234375
	Iteration 34Q: 3 clusters Score -3426514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3426524.250000 Penalty: 11835.234375
	Iteration 35Q: 3 clusters Score -3426524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3426533.000000 Penalty: 11835.234375
	Iteration 36Q: 3 clusters Score -3426533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3426549.000000 Penalty: 11835.234375
	Iteration 37Q: 3 clusters Score -3426549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3426543.750000 Penalty: 11835.234375
	Iteration 38Q: 3 clusters Score -3426544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -3426544.750000 Penalty: 11835.234375
	Iteration 39Q: 3 clusters Score -3426545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3426552.500000 Penalty: 11835.234375
	Iteration 40F: 3 clusters Score -3426552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3426550.500000 Penalty: 11835.234375
	Iteration 41Q: 3 clusters Score -3426550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3426551.250000 Penalty: 11835.234375
	Iteration 42Q: 3 clusters Score -3426551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3426551.000000 Penalty: 11835.234375
	Iteration 43Q: 3 clusters Score -3426551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3426547.250000 Penalty: 11835.234375
	Iteration 44Q: 3 clusters Score -3426547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3426547.250000 Penalty: 11835.234375
	Iteration 45F: 3 clusters Score -3426547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Entering Unmasked Estep 
Score: -12719110.000000 Penalty: 6697.074219
	Iteration 0F: 2 clusters Score -1.271911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -12679767.000000 Penalty: 13394.148438
	Iteration 0F: 3 clusters Score -1.267977e+07 nChanged 24772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -12692781.000000 Penalty: 13394.148438
	Iteration 1F: 3 clusters Score -1.269278e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -12693715.000000 Penalty: 13394.148438
	Iteration 2F: 3 clusters Score -1.269372e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -12694577.000000 Penalty: 13394.148438
	Iteration 3Q: 3 clusters Score -1.269458e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -12695361.000000 Penalty: 13394.148438
	Iteration 4Q: 3 clusters Score -1.269536e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -12696125.000000 Penalty: 13394.148438
	Iteration 5Q: 3 clusters Score -1.269612e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -12697014.000000 Penalty: 13394.148438
	Iteration 6Q: 3 clusters Score -1.269701e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -12698111.000000 Penalty: 13394.148438
	Iteration 7Q: 3 clusters Score -1.269811e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -12699273.000000 Penalty: 13394.148438
	Iteration 8Q: 3 clusters Score -1.269927e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -12700560.000000 Penalty: 13394.148438
	Iteration 9Q: 3 clusters Score -1.270056e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -12701944.000000 Penalty: 13394.148438
	Iteration 10Q: 3 clusters Score -1.270194e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -12703870.000000 Penalty: 13394.148438
	Iteration 11F: 3 clusters Score -1.270387e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -12706006.000000 Penalty: 13394.148438
	Iteration 12F: 3 clusters Score -1.270601e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -12708499.000000 Penalty: 13394.148438
	Iteration 13F: 3 clusters Score -1.27085e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -12711126.000000 Penalty: 13394.148438
	Iteration 14F: 3 clusters Score -1.271113e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -12713187.000000 Penalty: 13394.148438
	Iteration 15Q: 3 clusters Score -1.271319e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -12714432.000000 Penalty: 13394.148438
	Iteration 16Q: 3 clusters Score -1.271443e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -12714941.000000 Penalty: 13394.148438
	Iteration 17Q: 3 clusters Score -1.271494e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -12715264.000000 Penalty: 13394.148438
	Iteration 18Q: 3 clusters Score -1.271526e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -12715438.000000 Penalty: 13394.148438
	Iteration 19Q: 3 clusters Score -1.271544e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -12715500.000000 Penalty: 13394.148438
	Iteration 20F: 3 clusters Score -1.27155e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -12715587.000000 Penalty: 13394.148438
	Iteration 21Q: 3 clusters Score -1.271559e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -12715662.000000 Penalty: 13394.148438
	Iteration 22Q: 3 clusters Score -1.271566e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -12715701.000000 Penalty: 13394.148438
	Iteration 23Q: 3 clusters Score -1.27157e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -12715725.000000 Penalty: 13394.148438
	Iteration 24Q: 3 clusters Score -1.271572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -12715746.000000 Penalty: 13394.148438
	Iteration 25Q: 3 clusters Score -1.271575e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -12715776.000000 Penalty: 13394.148438
	Iteration 26Q: 3 clusters Score -1.271578e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -12715774.000000 Penalty: 13394.148438
	Iteration 27Q: 3 clusters Score -1.271577e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -12715762.000000 Penalty: 13394.148438
	Iteration 28Q: 3 clusters Score -1.271576e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -12715813.000000 Penalty: 13394.148438
	Iteration 29Q: 3 clusters Score -1.271581e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -12715799.000000 Penalty: 13394.148438
	Iteration 30Q: 3 clusters Score -1.27158e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -12715830.000000 Penalty: 13394.148438
	Iteration 31Q: 3 clusters Score -1.271583e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -12715826.000000 Penalty: 13394.148438
	Iteration 32Q: 3 clusters Score -1.271583e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -12715876.000000 Penalty: 13394.148438
	Iteration 33Q: 3 clusters Score -1.271588e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -12715883.000000 Penalty: 13394.148438
	Iteration 34Q: 3 clusters Score -1.271588e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -12715864.000000 Penalty: 13394.148438
	Iteration 35Q: 3 clusters Score -1.271586e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -12715878.000000 Penalty: 13394.148438
	Iteration 36Q: 3 clusters Score -1.271588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -12715884.000000 Penalty: 13394.148438
	Iteration 37Q: 3 clusters Score -1.271588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -12715904.000000 Penalty: 13394.148438
	Iteration 38Q: 3 clusters Score -1.27159e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -12715921.000000 Penalty: 13394.148438
	Iteration 39Q: 3 clusters Score -1.271592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -12715926.000000 Penalty: 13394.148438
	Iteration 40F: 3 clusters Score -1.271593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -12715926.000000 Penalty: 13394.148438
	Iteration 41Q: 3 clusters Score -1.271593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -12715922.000000 Penalty: 13394.148438
	Iteration 42Q: 3 clusters Score -1.271592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -12715926.000000 Penalty: 13394.148438
	Iteration 43Q: 3 clusters Score -1.271593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -12715910.000000 Penalty: 13394.148438
	Iteration 44Q: 3 clusters Score -1.271591e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -12715937.000000 Penalty: 13394.148438
	Iteration 45Q: 3 clusters Score -1.271594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -12715958.000000 Penalty: 13394.148438
	Iteration 46Q: 3 clusters Score -1.271596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -12715948.000000 Penalty: 13394.148438
	Iteration 47Q: 3 clusters Score -1.271595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -12715961.000000 Penalty: 13394.148438
	Iteration 48Q: 3 clusters Score -1.271596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -12715968.000000 Penalty: 13394.148438
	Iteration 49Q: 3 clusters Score -1.271597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -12715957.000000 Penalty: 13394.148438
	Iteration 50Q: 3 clusters Score -1.271596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -12715958.000000 Penalty: 13394.148438
	Iteration 51Q: 3 clusters Score -1.271596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -12715949.000000 Penalty: 13394.148438
	Iteration 52Q: 3 clusters Score -1.271595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -12715949.000000 Penalty: 13394.148438
	Iteration 53Q: 3 clusters Score -1.271595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -12715941.000000 Penalty: 13394.148438
	Iteration 54Q: 3 clusters Score -1.271594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -12715941.000000 Penalty: 13394.148438
	Iteration 55Q: 3 clusters Score -1.271594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -12715962.000000 Penalty: 13394.148438
	Iteration 56Q: 3 clusters Score -1.271596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -12715958.000000 Penalty: 13394.148438
	Iteration 57Q: 3 clusters Score -1.271596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -12715957.000000 Penalty: 13394.148438
	Iteration 58Q: 3 clusters Score -1.271596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -12715928.000000 Penalty: 13394.148438
	Iteration 59Q: 3 clusters Score -1.271593e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -12715938.000000 Penalty: 13394.148438
	Iteration 60F: 3 clusters Score -1.271594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -12715939.000000 Penalty: 13394.148438
	Iteration 61Q: 3 clusters Score -1.271594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -12715936.000000 Penalty: 13394.148438
	Iteration 62Q: 3 clusters Score -1.271594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -12715956.000000 Penalty: 13394.148438
	Iteration 63Q: 3 clusters Score -1.271596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -12715951.000000 Penalty: 13394.148438
	Iteration 64Q: 3 clusters Score -1.271595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -12715955.000000 Penalty: 13394.148438
	Iteration 65Q: 3 clusters Score -1.271596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -12715964.000000 Penalty: 13394.148438
	Iteration 66Q: 3 clusters Score -1.271596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -12715974.000000 Penalty: 13394.148438
	Iteration 67Q: 3 clusters Score -1.271597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -12715966.000000 Penalty: 13394.148438
	Iteration 68Q: 3 clusters Score -1.271597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -12715961.000000 Penalty: 13394.148438
	Iteration 69Q: 3 clusters Score -1.271596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -12715989.000000 Penalty: 13394.148438
	Iteration 70Q: 3 clusters Score -1.271599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -12715990.000000 Penalty: 13394.148438
	Iteration 71Q: 3 clusters Score -1.271599e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -12715986.000000 Penalty: 13394.148438
	Iteration 72Q: 3 clusters Score -1.271599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -12715985.000000 Penalty: 13394.148438
	Iteration 73Q: 3 clusters Score -1.271598e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -12715999.000000 Penalty: 13394.148438
	Iteration 74Q: 3 clusters Score -1.2716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -12716006.000000 Penalty: 13394.148438
	Iteration 75Q: 3 clusters Score -1.271601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -12715994.000000 Penalty: 13394.148438
	Iteration 76Q: 3 clusters Score -1.271599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -12716013.000000 Penalty: 13394.148438
	Iteration 77Q: 3 clusters Score -1.271601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -12716007.000000 Penalty: 13394.148438
	Iteration 78Q: 3 clusters Score -1.271601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -12715993.000000 Penalty: 13394.148438
	Iteration 79Q: 3 clusters Score -1.271599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -12715984.000000 Penalty: 13394.148438
	Iteration 80F: 3 clusters Score -1.271598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -12715983.000000 Penalty: 13394.148438
	Iteration 81Q: 3 clusters Score -1.271598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -12715991.000000 Penalty: 13394.148438
	Iteration 82Q: 3 clusters Score -1.271599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -12715989.000000 Penalty: 13394.148438
	Iteration 83Q: 3 clusters Score -1.271599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -12715991.000000 Penalty: 13394.148438
	Iteration 84Q: 3 clusters Score -1.271599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -12715994.000000 Penalty: 13394.148438
	Iteration 85Q: 3 clusters Score -1.271599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -12716003.000000 Penalty: 13394.148438
	Iteration 86Q: 3 clusters Score -1.2716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -12715991.000000 Penalty: 13394.148438
	Iteration 87Q: 3 clusters Score -1.271599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -12715989.000000 Penalty: 13394.148438
	Iteration 88Q: 3 clusters Score -1.271599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -12715991.000000 Penalty: 13394.148438
	Iteration 89Q: 3 clusters Score -1.271599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -12715998.000000 Penalty: 13394.148438
	Iteration 90Q: 3 clusters Score -1.2716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -12716011.000000 Penalty: 13394.148438
	Iteration 91Q: 3 clusters Score -1.271601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -12716021.000000 Penalty: 13394.148438
	Iteration 92Q: 3 clusters Score -1.271602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -12715998.000000 Penalty: 13394.148438
	Iteration 93Q: 3 clusters Score -1.2716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -12716018.000000 Penalty: 13394.148438
	Iteration 94Q: 3 clusters Score -1.271602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -12716022.000000 Penalty: 13394.148438
	Iteration 95Q: 3 clusters Score -1.271602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -12716017.000000 Penalty: 13394.148438
	Iteration 96Q: 3 clusters Score -1.271602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -12716016.000000 Penalty: 13394.148438
	Iteration 97Q: 3 clusters Score -1.271602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -12716018.000000 Penalty: 13394.148438
	Iteration 98Q: 3 clusters Score -1.271602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -12716028.000000 Penalty: 13394.148438
	Iteration 99Q: 3 clusters Score -1.271603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -12716022.000000 Penalty: 13394.148438
	Iteration 100F: 3 clusters Score -1.271602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -12716031.000000 Penalty: 13394.148438
	Iteration 101Q: 3 clusters Score -1.271603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -12716017.000000 Penalty: 13394.148438
	Iteration 102Q: 3 clusters Score -1.271602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -12716013.000000 Penalty: 13394.148438
	Iteration 103Q: 3 clusters Score -1.271601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -12716023.000000 Penalty: 13394.148438
	Iteration 104Q: 3 clusters Score -1.271602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -12716019.000000 Penalty: 13394.148438
	Iteration 105Q: 3 clusters Score -1.271602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -12716020.000000 Penalty: 13394.148438
	Iteration 106Q: 3 clusters Score -1.271602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -12716006.000000 Penalty: 13394.148438
	Iteration 107Q: 3 clusters Score -1.271601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -12716010.000000 Penalty: 13394.148438
	Iteration 108Q: 3 clusters Score -1.271601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -12716005.000000 Penalty: 13394.148438
	Iteration 109Q: 3 clusters Score -1.2716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -12716008.000000 Penalty: 13394.148438
	Iteration 110Q: 3 clusters Score -1.271601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -12716005.000000 Penalty: 13394.148438
	Iteration 111Q: 3 clusters Score -1.2716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -12716006.000000 Penalty: 13394.148438
	Iteration 112Q: 3 clusters Score -1.271601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -12716017.000000 Penalty: 13394.148438
	Iteration 113Q: 3 clusters Score -1.271602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -12716013.000000 Penalty: 13394.148438
	Iteration 114Q: 3 clusters Score -1.271601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -12716009.000000 Penalty: 13394.148438
	Iteration 115Q: 3 clusters Score -1.271601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -12716006.000000 Penalty: 13394.148438
	Iteration 116Q: 3 clusters Score -1.271601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -12716010.000000 Penalty: 13394.148438
	Iteration 117Q: 3 clusters Score -1.271601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -12715995.000000 Penalty: 13394.148438
	Iteration 118Q: 3 clusters Score -1.2716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -12716000.000000 Penalty: 13394.148438
	Iteration 119Q: 3 clusters Score -1.2716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -12716016.000000 Penalty: 13394.148438
	Iteration 120F: 3 clusters Score -1.271602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -12716001.000000 Penalty: 13394.148438
	Iteration 121Q: 3 clusters Score -1.2716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -12716002.000000 Penalty: 13394.148438
	Iteration 122Q: 3 clusters Score -1.2716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -12716018.000000 Penalty: 13394.148438
	Iteration 123Q: 3 clusters Score -1.271602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -12716003.000000 Penalty: 13394.148438
	Iteration 124Q: 3 clusters Score -1.2716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -12716008.000000 Penalty: 13394.148438
	Iteration 125Q: 3 clusters Score -1.271601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -12716008.000000 Penalty: 13394.148438
	Iteration 126F: 3 clusters Score -1.271601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Entering Unmasked Estep 
Score: -3591098.000000 Penalty: 5915.389648
	Iteration 0F: 2 clusters Score -3591098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3577297.500000 Penalty: 11830.779297
	Iteration 0F: 3 clusters Score -3577298 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3580538.750000 Penalty: 11830.779297
	Iteration 1F: 3 clusters Score -3580539 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3581105.000000 Penalty: 11830.779297
	Iteration 2F: 3 clusters Score -3581105 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3581480.250000 Penalty: 11830.779297
	Iteration 3Q: 3 clusters Score -3581480 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3581741.000000 Penalty: 11830.779297
	Iteration 4Q: 3 clusters Score -3581741 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3581922.000000 Penalty: 11830.779297
	Iteration 5Q: 3 clusters Score -3581922 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3582046.250000 Penalty: 11830.779297
	Iteration 6Q: 3 clusters Score -3582046 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3582192.750000 Penalty: 11830.779297
	Iteration 7Q: 3 clusters Score -3582193 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -3582285.000000 Penalty: 11830.779297
	Iteration 8Q: 3 clusters Score -3582285 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3582357.000000 Penalty: 11830.779297
	Iteration 9Q: 3 clusters Score -3582357 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3582454.750000 Penalty: 11830.779297
	Iteration 10Q: 3 clusters Score -3582455 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3582544.750000 Penalty: 11830.779297
	Iteration 11Q: 3 clusters Score -3582545 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3582659.250000 Penalty: 11830.779297
	Iteration 12Q: 3 clusters Score -3582659 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3582771.000000 Penalty: 11830.779297
	Iteration 13Q: 3 clusters Score -3582771 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3582877.000000 Penalty: 11830.779297
	Iteration 14Q: 3 clusters Score -3582877 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3582983.750000 Penalty: 11830.779297
	Iteration 15Q: 3 clusters Score -3582984 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -3583109.750000 Penalty: 11830.779297
	Iteration 16Q: 3 clusters Score -3583110 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3583204.750000 Penalty: 11830.779297
	Iteration 17Q: 3 clusters Score -3583205 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3583279.250000 Penalty: 11830.779297
	Iteration 18Q: 3 clusters Score -3583279 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3583354.250000 Penalty: 11830.779297
	Iteration 19Q: 3 clusters Score -3583354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3583437.000000 Penalty: 11830.779297
	Iteration 20F: 3 clusters Score -3583437 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3583494.250000 Penalty: 11830.779297
	Iteration 21Q: 3 clusters Score -3583494 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3583560.750000 Penalty: 11830.779297
	Iteration 22Q: 3 clusters Score -3583561 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3583626.500000 Penalty: 11830.779297
	Iteration 23Q: 3 clusters Score -3583626 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3583684.000000 Penalty: 11830.779297
	Iteration 24Q: 3 clusters Score -3583684 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3583734.000000 Penalty: 11830.779297
	Iteration 25Q: 3 clusters Score -3583734 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3583781.500000 Penalty: 11830.779297
	Iteration 26Q: 3 clusters Score -3583782 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3583832.750000 Penalty: 11830.779297
	Iteration 27Q: 3 clusters Score -3583833 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3583867.750000 Penalty: 11830.779297
	Iteration 28Q: 3 clusters Score -3583868 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3583892.250000 Penalty: 11830.779297
	Iteration 29Q: 3 clusters Score -3583892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3583935.750000 Penalty: 11830.779297
	Iteration 30Q: 3 clusters Score -3583936 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3583968.250000 Penalty: 11830.779297
	Iteration 31Q: 3 clusters Score -3583968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3583997.250000 Penalty: 11830.779297
	Iteration 32Q: 3 clusters Score -3583997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3584020.000000 Penalty: 11830.779297
	Iteration 33Q: 3 clusters Score -3584020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3584032.750000 Penalty: 11830.779297
	Iteration 34Q: 3 clusters Score -3584033 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3584051.500000 Penalty: 11830.779297
	Iteration 35Q: 3 clusters Score -3584052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3584074.000000 Penalty: 11830.779297
	Iteration 36Q: 3 clusters Score -3584074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3584088.250000 Penalty: 11830.779297
	Iteration 37Q: 3 clusters Score -3584088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3584101.250000 Penalty: 11830.779297
	Iteration 38Q: 3 clusters Score -3584101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3584105.750000 Penalty: 11830.779297
	Iteration 39Q: 3 clusters Score -3584106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3584107.750000 Penalty: 11830.779297
	Iteration 40F: 3 clusters Score -3584108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3584127.500000 Penalty: 11830.779297
	Iteration 41Q: 3 clusters Score -3584128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3584135.750000 Penalty: 11830.779297
	Iteration 42Q: 3 clusters Score -3584136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3584130.500000 Penalty: 11830.779297
	Iteration 43Q: 3 clusters Score -3584130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3584131.500000 Penalty: 11830.779297
	Iteration 44Q: 3 clusters Score -3584132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3584145.000000 Penalty: 11830.779297
	Iteration 45Q: 3 clusters Score -3584145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3584140.500000 Penalty: 11830.779297
	Iteration 46Q: 3 clusters Score -3584140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3584150.500000 Penalty: 11830.779297
	Iteration 47Q: 3 clusters Score -3584150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3584160.250000 Penalty: 11830.779297
	Iteration 48Q: 3 clusters Score -3584160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3584182.500000 Penalty: 11830.779297
	Iteration 49Q: 3 clusters Score -3584182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3584180.250000 Penalty: 11830.779297
	Iteration 50Q: 3 clusters Score -3584180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3584186.750000 Penalty: 11830.779297
	Iteration 51Q: 3 clusters Score -3584187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -3584190.250000 Penalty: 11830.779297
	Iteration 52Q: 3 clusters Score -3584190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3584196.250000 Penalty: 11830.779297
	Iteration 53Q: 3 clusters Score -3584196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3584204.000000 Penalty: 11830.779297
	Iteration 54Q: 3 clusters Score -3584204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -3584207.000000 Penalty: 11830.779297
	Iteration 55Q: 3 clusters Score -3584207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -3584215.500000 Penalty: 11830.779297
	Iteration 56Q: 3 clusters Score -3584216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3584229.000000 Penalty: 11830.779297
	Iteration 57Q: 3 clusters Score -3584229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3584236.500000 Penalty: 11830.779297
	Iteration 58Q: 3 clusters Score -3584236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3584237.750000 Penalty: 11830.779297
	Iteration 59Q: 3 clusters Score -3584238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3584245.750000 Penalty: 11830.779297
	Iteration 60F: 3 clusters Score -3584246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3584247.500000 Penalty: 11830.779297
	Iteration 61Q: 3 clusters Score -3584248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3584254.000000 Penalty: 11830.779297
	Iteration 62Q: 3 clusters Score -3584254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3584260.250000 Penalty: 11830.779297
	Iteration 63Q: 3 clusters Score -3584260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3584266.250000 Penalty: 11830.779297
	Iteration 64Q: 3 clusters Score -3584266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3584263.250000 Penalty: 11830.779297
	Iteration 65Q: 3 clusters Score -3584263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3584276.750000 Penalty: 11830.779297
	Iteration 66Q: 3 clusters Score -3584277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3584275.750000 Penalty: 11830.779297
	Iteration 67Q: 3 clusters Score -3584276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3584271.500000 Penalty: 11830.779297
	Iteration 68Q: 3 clusters Score -3584272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3584269.000000 Penalty: 11830.779297
	Iteration 69Q: 3 clusters Score -3584269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3584271.250000 Penalty: 11830.779297
	Iteration 70Q: 3 clusters Score -3584271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3584269.750000 Penalty: 11830.779297
	Iteration 71Q: 3 clusters Score -3584270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3584278.250000 Penalty: 11830.779297
	Iteration 72Q: 3 clusters Score -3584278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3584279.500000 Penalty: 11830.779297
	Iteration 73Q: 3 clusters Score -3584280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3584281.750000 Penalty: 11830.779297
	Iteration 74Q: 3 clusters Score -3584282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -3584282.250000 Penalty: 11830.779297
	Iteration 75Q: 3 clusters Score -3584282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3584283.250000 Penalty: 11830.779297
	Iteration 76Q: 3 clusters Score -3584283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3584283.250000 Penalty: 11830.779297
	Iteration 77Q: 3 clusters Score -3584283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3584283.500000 Penalty: 11830.779297
	Iteration 78Q: 3 clusters Score -3584284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3584286.250000 Penalty: 11830.779297
	Iteration 79Q: 3 clusters Score -3584286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3584283.250000 Penalty: 11830.779297
	Iteration 80F: 3 clusters Score -3584283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3584283.000000 Penalty: 11830.779297
	Iteration 81Q: 3 clusters Score -3584283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3584283.000000 Penalty: 11830.779297
	Iteration 82F: 3 clusters Score -3584283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Entering Unmasked Estep 
Score: -1483676.000000 Penalty: 5395.217285
	Iteration 0F: 2 clusters Score -1483676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1475497.875000 Penalty: 10790.434570
	Iteration 0F: 3 clusters Score -1475498 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1476909.375000 Penalty: 10790.434570
	Iteration 1F: 3 clusters Score -1476909 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1477260.375000 Penalty: 10790.434570
	Iteration 2F: 3 clusters Score -1477260 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1477440.875000 Penalty: 10790.434570
	Iteration 3Q: 3 clusters Score -1477441 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1477581.000000 Penalty: 10790.434570
	Iteration 4Q: 3 clusters Score -1477581 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1477662.250000 Penalty: 10790.434570
	Iteration 5Q: 3 clusters Score -1477662 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1477742.375000 Penalty: 10790.434570
	Iteration 6Q: 3 clusters Score -1477742 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1477811.875000 Penalty: 10790.434570
	Iteration 7Q: 3 clusters Score -1477812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1477864.500000 Penalty: 10790.434570
	Iteration 8Q: 3 clusters Score -1477864 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1477912.125000 Penalty: 10790.434570
	Iteration 9Q: 3 clusters Score -1477912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1477947.250000 Penalty: 10790.434570
	Iteration 10Q: 3 clusters Score -1477947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1477973.250000 Penalty: 10790.434570
	Iteration 11Q: 3 clusters Score -1477973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1478001.125000 Penalty: 10790.434570
	Iteration 12Q: 3 clusters Score -1478001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1478024.875000 Penalty: 10790.434570
	Iteration 13Q: 3 clusters Score -1478025 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1478052.125000 Penalty: 10790.434570
	Iteration 14Q: 3 clusters Score -1478052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1478077.500000 Penalty: 10790.434570
	Iteration 15Q: 3 clusters Score -1478078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1478098.250000 Penalty: 10790.434570
	Iteration 16Q: 3 clusters Score -1478098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1478122.250000 Penalty: 10790.434570
	Iteration 17Q: 3 clusters Score -1478122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1478143.500000 Penalty: 10790.434570
	Iteration 18Q: 3 clusters Score -1478144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1478168.000000 Penalty: 10790.434570
	Iteration 19Q: 3 clusters Score -1478168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1478182.125000 Penalty: 10790.434570
	Iteration 20F: 3 clusters Score -1478182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1478193.500000 Penalty: 10790.434570
	Iteration 21Q: 3 clusters Score -1478194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1478209.000000 Penalty: 10790.434570
	Iteration 22Q: 3 clusters Score -1478209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1478223.375000 Penalty: 10790.434570
	Iteration 23Q: 3 clusters Score -1478223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1478242.000000 Penalty: 10790.434570
	Iteration 24Q: 3 clusters Score -1478242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1478250.625000 Penalty: 10790.434570
	Iteration 25Q: 3 clusters Score -1478251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1478264.125000 Penalty: 10790.434570
	Iteration 26Q: 3 clusters Score -1478264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1478290.750000 Penalty: 10790.434570
	Iteration 27Q: 3 clusters Score -1478291 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1478315.625000 Penalty: 10790.434570
	Iteration 28Q: 3 clusters Score -1478316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1478341.500000 Penalty: 10790.434570
	Iteration 29Q: 3 clusters Score -1478342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1478356.250000 Penalty: 10790.434570
	Iteration 30Q: 3 clusters Score -1478356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1478382.625000 Penalty: 10790.434570
	Iteration 31Q: 3 clusters Score -1478383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1478410.875000 Penalty: 10790.434570
	Iteration 32Q: 3 clusters Score -1478411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1478439.375000 Penalty: 10790.434570
	Iteration 33Q: 3 clusters Score -1478439 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1478473.000000 Penalty: 10790.434570
	Iteration 34Q: 3 clusters Score -1478473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1478506.875000 Penalty: 10790.434570
	Iteration 35Q: 3 clusters Score -1478507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1478536.125000 Penalty: 10790.434570
	Iteration 36Q: 3 clusters Score -1478536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1478579.000000 Penalty: 10790.434570
	Iteration 37Q: 3 clusters Score -1478579 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1478616.500000 Penalty: 10790.434570
	Iteration 38Q: 3 clusters Score -1478616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1478662.750000 Penalty: 10790.434570
	Iteration 39Q: 3 clusters Score -1478663 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1478713.250000 Penalty: 10790.434570
	Iteration 40F: 3 clusters Score -1478713 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1478756.625000 Penalty: 10790.434570
	Iteration 41Q: 3 clusters Score -1478757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1478786.375000 Penalty: 10790.434570
	Iteration 42Q: 3 clusters Score -1478786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1478815.125000 Penalty: 10790.434570
	Iteration 43Q: 3 clusters Score -1478815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1478839.500000 Penalty: 10790.434570
	Iteration 44Q: 3 clusters Score -1478840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1478868.750000 Penalty: 10790.434570
	Iteration 45Q: 3 clusters Score -1478869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1478895.500000 Penalty: 10790.434570
	Iteration 46Q: 3 clusters Score -1478896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1478920.125000 Penalty: 10790.434570
	Iteration 47Q: 3 clusters Score -1478920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1478946.250000 Penalty: 10790.434570
	Iteration 48Q: 3 clusters Score -1478946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1478973.000000 Penalty: 10790.434570
	Iteration 49Q: 3 clusters Score -1478973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1479002.000000 Penalty: 10790.434570
	Iteration 50Q: 3 clusters Score -1479002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1479028.875000 Penalty: 10790.434570
	Iteration 51Q: 3 clusters Score -1479029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1479062.375000 Penalty: 10790.434570
	Iteration 52Q: 3 clusters Score -1479062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1479091.375000 Penalty: 10790.434570
	Iteration 53Q: 3 clusters Score -1479091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1479125.000000 Penalty: 10790.434570
	Iteration 54Q: 3 clusters Score -1479125 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1479155.750000 Penalty: 10790.434570
	Iteration 55Q: 3 clusters Score -1479156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1479180.500000 Penalty: 10790.434570
	Iteration 56Q: 3 clusters Score -1479180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1479207.500000 Penalty: 10790.434570
	Iteration 57Q: 3 clusters Score -1479208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1479231.250000 Penalty: 10790.434570
	Iteration 58Q: 3 clusters Score -1479231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1479267.500000 Penalty: 10790.434570
	Iteration 59Q: 3 clusters Score -1479268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1479299.625000 Penalty: 10790.434570
	Iteration 60F: 3 clusters Score -1479300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1479320.125000 Penalty: 10790.434570
	Iteration 61Q: 3 clusters Score -1479320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1479351.875000 Penalty: 10790.434570
	Iteration 62Q: 3 clusters Score -1479352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1479382.250000 Penalty: 10790.434570
	Iteration 63Q: 3 clusters Score -1479382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1479415.500000 Penalty: 10790.434570
	Iteration 64Q: 3 clusters Score -1479416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1479449.750000 Penalty: 10790.434570
	Iteration 65Q: 3 clusters Score -1479450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1479484.500000 Penalty: 10790.434570
	Iteration 66Q: 3 clusters Score -1479484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1479517.875000 Penalty: 10790.434570
	Iteration 67Q: 3 clusters Score -1479518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1479535.250000 Penalty: 10790.434570
	Iteration 68Q: 3 clusters Score -1479535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1479559.750000 Penalty: 10790.434570
	Iteration 69Q: 3 clusters Score -1479560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1479582.250000 Penalty: 10790.434570
	Iteration 70Q: 3 clusters Score -1479582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1479602.750000 Penalty: 10790.434570
	Iteration 71Q: 3 clusters Score -1479603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1479614.625000 Penalty: 10790.434570
	Iteration 72Q: 3 clusters Score -1479615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1479626.375000 Penalty: 10790.434570
	Iteration 73Q: 3 clusters Score -1479626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1479631.875000 Penalty: 10790.434570
	Iteration 74Q: 3 clusters Score -1479632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1479638.500000 Penalty: 10790.434570
	Iteration 75Q: 3 clusters Score -1479638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1479646.375000 Penalty: 10790.434570
	Iteration 76Q: 3 clusters Score -1479646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1479654.125000 Penalty: 10790.434570
	Iteration 77Q: 3 clusters Score -1479654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1479657.000000 Penalty: 10790.434570
	Iteration 78Q: 3 clusters Score -1479657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1479658.125000 Penalty: 10790.434570
	Iteration 79Q: 3 clusters Score -1479658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1479660.625000 Penalty: 10790.434570
	Iteration 80F: 3 clusters Score -1479661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1479664.375000 Penalty: 10790.434570
	Iteration 81Q: 3 clusters Score -1479664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1479668.375000 Penalty: 10790.434570
	Iteration 82Q: 3 clusters Score -1479668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1479677.500000 Penalty: 10790.434570
	Iteration 83Q: 3 clusters Score -1479678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1479679.375000 Penalty: 10790.434570
	Iteration 84Q: 3 clusters Score -1479679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1479683.375000 Penalty: 10790.434570
	Iteration 85Q: 3 clusters Score -1479683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1479685.375000 Penalty: 10790.434570
	Iteration 86Q: 3 clusters Score -1479685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1479685.625000 Penalty: 10790.434570
	Iteration 87Q: 3 clusters Score -1479686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1479685.750000 Penalty: 10790.434570
	Iteration 88Q: 3 clusters Score -1479686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1479688.500000 Penalty: 10790.434570
	Iteration 89Q: 3 clusters Score -1479688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1479690.250000 Penalty: 10790.434570
	Iteration 90Q: 3 clusters Score -1479690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1479696.125000 Penalty: 10790.434570
	Iteration 91Q: 3 clusters Score -1479696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1479702.000000 Penalty: 10790.434570
	Iteration 92Q: 3 clusters Score -1479702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1479704.875000 Penalty: 10790.434570
	Iteration 93Q: 3 clusters Score -1479705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1479709.125000 Penalty: 10790.434570
	Iteration 94Q: 3 clusters Score -1479709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1479711.000000 Penalty: 10790.434570
	Iteration 95Q: 3 clusters Score -1479711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1479709.625000 Penalty: 10790.434570
	Iteration 96Q: 3 clusters Score -1479710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1479714.375000 Penalty: 10790.434570
	Iteration 97Q: 3 clusters Score -1479714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1479713.625000 Penalty: 10790.434570
	Iteration 98Q: 3 clusters Score -1479714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1479716.000000 Penalty: 10790.434570
	Iteration 99Q: 3 clusters Score -1479716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1479719.500000 Penalty: 10790.434570
	Iteration 100F: 3 clusters Score -1479720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1479720.750000 Penalty: 10790.434570
	Iteration 101Q: 3 clusters Score -1479721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1479724.750000 Penalty: 10790.434570
	Iteration 102Q: 3 clusters Score -1479725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1479729.625000 Penalty: 10790.434570
	Iteration 103Q: 3 clusters Score -1479730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1479731.000000 Penalty: 10790.434570
	Iteration 104Q: 3 clusters Score -1479731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1479727.875000 Penalty: 10790.434570
	Iteration 105Q: 3 clusters Score -1479728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1479727.875000 Penalty: 10790.434570
	Iteration 106F: 3 clusters Score -1479728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Entering Unmasked Estep 
Score: -14785389.000000 Penalty: 6784.846191
	Iteration 0F: 2 clusters Score -1.478539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -14740010.000000 Penalty: 13569.692383
	Iteration 0F: 3 clusters Score -1.474001e+07 nChanged 29069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -14755807.000000 Penalty: 13569.692383
	Iteration 1F: 3 clusters Score -1.475581e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -14756992.000000 Penalty: 13569.692383
	Iteration 2Q: 3 clusters Score -1.475699e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -14757904.000000 Penalty: 13569.692383
	Iteration 3Q: 3 clusters Score -1.47579e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -14758906.000000 Penalty: 13569.692383
	Iteration 4Q: 3 clusters Score -1.475891e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -14759878.000000 Penalty: 13569.692383
	Iteration 5Q: 3 clusters Score -1.475988e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -14760924.000000 Penalty: 13569.692383
	Iteration 6Q: 3 clusters Score -1.476092e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -14762257.000000 Penalty: 13569.692383
	Iteration 7Q: 3 clusters Score -1.476226e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -14763787.000000 Penalty: 13569.692383
	Iteration 8Q: 3 clusters Score -1.476379e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -14765347.000000 Penalty: 13569.692383
	Iteration 9Q: 3 clusters Score -1.476535e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -14766811.000000 Penalty: 13569.692383
	Iteration 10Q: 3 clusters Score -1.476681e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -14768102.000000 Penalty: 13569.692383
	Iteration 11Q: 3 clusters Score -1.47681e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -14769175.000000 Penalty: 13569.692383
	Iteration 12Q: 3 clusters Score -1.476918e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -14770115.000000 Penalty: 13569.692383
	Iteration 13Q: 3 clusters Score -1.477012e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -14771162.000000 Penalty: 13569.692383
	Iteration 14Q: 3 clusters Score -1.477116e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -14772129.000000 Penalty: 13569.692383
	Iteration 15Q: 3 clusters Score -1.477213e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -14773147.000000 Penalty: 13569.692383
	Iteration 16Q: 3 clusters Score -1.477315e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -14774254.000000 Penalty: 13569.692383
	Iteration 17Q: 3 clusters Score -1.477425e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -14775233.000000 Penalty: 13569.692383
	Iteration 18Q: 3 clusters Score -1.477523e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -14776138.000000 Penalty: 13569.692383
	Iteration 19Q: 3 clusters Score -1.477614e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -14777023.000000 Penalty: 13569.692383
	Iteration 20F: 3 clusters Score -1.477702e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -14777664.000000 Penalty: 13569.692383
	Iteration 21Q: 3 clusters Score -1.477766e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -14778292.000000 Penalty: 13569.692383
	Iteration 22Q: 3 clusters Score -1.477829e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -14778818.000000 Penalty: 13569.692383
	Iteration 23Q: 3 clusters Score -1.477882e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -14779055.000000 Penalty: 13569.692383
	Iteration 24Q: 3 clusters Score -1.477906e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -14779357.000000 Penalty: 13569.692383
	Iteration 25Q: 3 clusters Score -1.477936e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -14779596.000000 Penalty: 13569.692383
	Iteration 26Q: 3 clusters Score -1.47796e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -14779735.000000 Penalty: 13569.692383
	Iteration 27Q: 3 clusters Score -1.477974e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -14779883.000000 Penalty: 13569.692383
	Iteration 28Q: 3 clusters Score -1.477988e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -14779981.000000 Penalty: 13569.692383
	Iteration 29Q: 3 clusters Score -1.477998e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -14780036.000000 Penalty: 13569.692383
	Iteration 30Q: 3 clusters Score -1.478004e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -14780105.000000 Penalty: 13569.692383
	Iteration 31Q: 3 clusters Score -1.47801e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -14780165.000000 Penalty: 13569.692383
	Iteration 32Q: 3 clusters Score -1.478016e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -14780203.000000 Penalty: 13569.692383
	Iteration 33Q: 3 clusters Score -1.47802e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -14780189.000000 Penalty: 13569.692383
	Iteration 34Q: 3 clusters Score -1.478019e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -14780249.000000 Penalty: 13569.692383
	Iteration 35Q: 3 clusters Score -1.478025e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -14780243.000000 Penalty: 13569.692383
	Iteration 36Q: 3 clusters Score -1.478024e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -14780266.000000 Penalty: 13569.692383
	Iteration 37Q: 3 clusters Score -1.478027e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -14780282.000000 Penalty: 13569.692383
	Iteration 38Q: 3 clusters Score -1.478028e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -14780278.000000 Penalty: 13569.692383
	Iteration 39Q: 3 clusters Score -1.478028e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -14780316.000000 Penalty: 13569.692383
	Iteration 40F: 3 clusters Score -1.478032e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -14780324.000000 Penalty: 13569.692383
	Iteration 41Q: 3 clusters Score -1.478032e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -14780327.000000 Penalty: 13569.692383
	Iteration 42Q: 3 clusters Score -1.478033e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -14780343.000000 Penalty: 13569.692383
	Iteration 43Q: 3 clusters Score -1.478034e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -14780372.000000 Penalty: 13569.692383
	Iteration 44Q: 3 clusters Score -1.478037e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -14780366.000000 Penalty: 13569.692383
	Iteration 45Q: 3 clusters Score -1.478037e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -14780368.000000 Penalty: 13569.692383
	Iteration 46Q: 3 clusters Score -1.478037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -14780365.000000 Penalty: 13569.692383
	Iteration 47Q: 3 clusters Score -1.478036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -14780393.000000 Penalty: 13569.692383
	Iteration 48Q: 3 clusters Score -1.478039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -14780383.000000 Penalty: 13569.692383
	Iteration 49Q: 3 clusters Score -1.478038e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -14780406.000000 Penalty: 13569.692383
	Iteration 50Q: 3 clusters Score -1.478041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -14780406.000000 Penalty: 13569.692383
	Iteration 51Q: 3 clusters Score -1.478041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -14780418.000000 Penalty: 13569.692383
	Iteration 52Q: 3 clusters Score -1.478042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -14780443.000000 Penalty: 13569.692383
	Iteration 53Q: 3 clusters Score -1.478044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -14780434.000000 Penalty: 13569.692383
	Iteration 54Q: 3 clusters Score -1.478043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -14780443.000000 Penalty: 13569.692383
	Iteration 55Q: 3 clusters Score -1.478044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -14780442.000000 Penalty: 13569.692383
	Iteration 56Q: 3 clusters Score -1.478044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -14780433.000000 Penalty: 13569.692383
	Iteration 57Q: 3 clusters Score -1.478043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -14780415.000000 Penalty: 13569.692383
	Iteration 58Q: 3 clusters Score -1.478042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -14780420.000000 Penalty: 13569.692383
	Iteration 59Q: 3 clusters Score -1.478042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -14780433.000000 Penalty: 13569.692383
	Iteration 60F: 3 clusters Score -1.478043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -14780451.000000 Penalty: 13569.692383
	Iteration 61Q: 3 clusters Score -1.478045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -14780427.000000 Penalty: 13569.692383
	Iteration 62Q: 3 clusters Score -1.478043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -14780435.000000 Penalty: 13569.692383
	Iteration 63Q: 3 clusters Score -1.478044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -14780437.000000 Penalty: 13569.692383
	Iteration 64Q: 3 clusters Score -1.478044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -14780430.000000 Penalty: 13569.692383
	Iteration 65Q: 3 clusters Score -1.478043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -14780430.000000 Penalty: 13569.692383
	Iteration 66F: 3 clusters Score -1.478043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Entering Unmasked Estep 
Score: -5244533.500000 Penalty: 6149.490234
	Iteration 0F: 2 clusters Score -5244534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -5226324.500000 Penalty: 12298.980469
	Iteration 0F: 3 clusters Score -5226324 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -5231156.500000 Penalty: 12298.980469
	Iteration 1F: 3 clusters Score -5231156 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -5231795.500000 Penalty: 12298.980469
	Iteration 2F: 3 clusters Score -5231796 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -5232250.000000 Penalty: 12298.980469
	Iteration 3Q: 3 clusters Score -5232250 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -5232622.000000 Penalty: 12298.980469
	Iteration 4Q: 3 clusters Score -5232622 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -5232907.500000 Penalty: 12298.980469
	Iteration 5Q: 3 clusters Score -5232908 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -5233102.000000 Penalty: 12298.980469
	Iteration 6Q: 3 clusters Score -5233102 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -5233265.000000 Penalty: 12298.980469
	Iteration 7Q: 3 clusters Score -5233265 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -5233457.000000 Penalty: 12298.980469
	Iteration 8Q: 3 clusters Score -5233457 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -5233620.000000 Penalty: 12298.980469
	Iteration 9Q: 3 clusters Score -5233620 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -5233858.000000 Penalty: 12298.980469
	Iteration 10Q: 3 clusters Score -5233858 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -5234072.500000 Penalty: 12298.980469
	Iteration 11Q: 3 clusters Score -5234072 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -5234297.500000 Penalty: 12298.980469
	Iteration 12Q: 3 clusters Score -5234298 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -5234557.000000 Penalty: 12298.980469
	Iteration 13Q: 3 clusters Score -5234557 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -5234802.000000 Penalty: 12298.980469
	Iteration 14Q: 3 clusters Score -5234802 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -5235033.500000 Penalty: 12298.980469
	Iteration 15Q: 3 clusters Score -5235034 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -5235237.000000 Penalty: 12298.980469
	Iteration 16Q: 3 clusters Score -5235237 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -5235485.000000 Penalty: 12298.980469
	Iteration 17Q: 3 clusters Score -5235485 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -5235725.000000 Penalty: 12298.980469
	Iteration 18Q: 3 clusters Score -5235725 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -5235972.000000 Penalty: 12298.980469
	Iteration 19Q: 3 clusters Score -5235972 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -5236213.500000 Penalty: 12298.980469
	Iteration 20F: 3 clusters Score -5236214 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5236448.500000 Penalty: 12298.980469
	Iteration 21Q: 3 clusters Score -5236448 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -5236707.000000 Penalty: 12298.980469
	Iteration 22Q: 3 clusters Score -5236707 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -5236985.000000 Penalty: 12298.980469
	Iteration 23Q: 3 clusters Score -5236985 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -5237248.000000 Penalty: 12298.980469
	Iteration 24Q: 3 clusters Score -5237248 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -5237486.000000 Penalty: 12298.980469
	Iteration 25Q: 3 clusters Score -5237486 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -5237698.500000 Penalty: 12298.980469
	Iteration 26Q: 3 clusters Score -5237698 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -5237862.500000 Penalty: 12298.980469
	Iteration 27Q: 3 clusters Score -5237862 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -5238001.500000 Penalty: 12298.980469
	Iteration 28Q: 3 clusters Score -5238002 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -5238070.500000 Penalty: 12298.980469
	Iteration 29Q: 3 clusters Score -5238070 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -5238149.500000 Penalty: 12298.980469
	Iteration 30Q: 3 clusters Score -5238150 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -5238219.000000 Penalty: 12298.980469
	Iteration 31Q: 3 clusters Score -5238219 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -5238273.000000 Penalty: 12298.980469
	Iteration 32Q: 3 clusters Score -5238273 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -5238336.500000 Penalty: 12298.980469
	Iteration 33Q: 3 clusters Score -5238336 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -5238374.500000 Penalty: 12298.980469
	Iteration 34Q: 3 clusters Score -5238374 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -5238414.500000 Penalty: 12298.980469
	Iteration 35Q: 3 clusters Score -5238414 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -5238472.500000 Penalty: 12298.980469
	Iteration 36Q: 3 clusters Score -5238472 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -5238560.000000 Penalty: 12298.980469
	Iteration 37Q: 3 clusters Score -5238560 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -5238633.500000 Penalty: 12298.980469
	Iteration 38Q: 3 clusters Score -5238634 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -5238709.500000 Penalty: 12298.980469
	Iteration 39Q: 3 clusters Score -5238710 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -5238791.500000 Penalty: 12298.980469
	Iteration 40F: 3 clusters Score -5238792 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -5238879.000000 Penalty: 12298.980469
	Iteration 41Q: 3 clusters Score -5238879 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -5238939.500000 Penalty: 12298.980469
	Iteration 42Q: 3 clusters Score -5238940 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -5239021.500000 Penalty: 12298.980469
	Iteration 43Q: 3 clusters Score -5239022 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -5239092.500000 Penalty: 12298.980469
	Iteration 44Q: 3 clusters Score -5239092 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -5239179.500000 Penalty: 12298.980469
	Iteration 45Q: 3 clusters Score -5239180 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -5239243.500000 Penalty: 12298.980469
	Iteration 46Q: 3 clusters Score -5239244 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -5239330.000000 Penalty: 12298.980469
	Iteration 47Q: 3 clusters Score -5239330 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -5239400.500000 Penalty: 12298.980469
	Iteration 48Q: 3 clusters Score -5239400 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -5239463.000000 Penalty: 12298.980469
	Iteration 49Q: 3 clusters Score -5239463 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -5239518.500000 Penalty: 12298.980469
	Iteration 50Q: 3 clusters Score -5239518 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -5239590.000000 Penalty: 12298.980469
	Iteration 51Q: 3 clusters Score -5239590 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -5239641.500000 Penalty: 12298.980469
	Iteration 52Q: 3 clusters Score -5239642 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -5239702.000000 Penalty: 12298.980469
	Iteration 53Q: 3 clusters Score -5239702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -5239747.000000 Penalty: 12298.980469
	Iteration 54Q: 3 clusters Score -5239747 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -5239782.000000 Penalty: 12298.980469
	Iteration 55Q: 3 clusters Score -5239782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -5239817.500000 Penalty: 12298.980469
	Iteration 56Q: 3 clusters Score -5239818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -5239841.000000 Penalty: 12298.980469
	Iteration 57Q: 3 clusters Score -5239841 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -5239880.500000 Penalty: 12298.980469
	Iteration 58Q: 3 clusters Score -5239880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -5239884.000000 Penalty: 12298.980469
	Iteration 59Q: 3 clusters Score -5239884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -5239917.500000 Penalty: 12298.980469
	Iteration 60F: 3 clusters Score -5239918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -5239930.500000 Penalty: 12298.980469
	Iteration 61Q: 3 clusters Score -5239930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -5239948.500000 Penalty: 12298.980469
	Iteration 62Q: 3 clusters Score -5239948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5239958.500000 Penalty: 12298.980469
	Iteration 63Q: 3 clusters Score -5239958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -5239967.000000 Penalty: 12298.980469
	Iteration 64Q: 3 clusters Score -5239967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -5239981.500000 Penalty: 12298.980469
	Iteration 65Q: 3 clusters Score -5239982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -5239962.500000 Penalty: 12298.980469
	Iteration 66Q: 3 clusters Score -5239962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5239981.000000 Penalty: 12298.980469
	Iteration 67Q: 3 clusters Score -5239981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -5239980.500000 Penalty: 12298.980469
	Iteration 68Q: 3 clusters Score -5239980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -5239973.000000 Penalty: 12298.980469
	Iteration 69Q: 3 clusters Score -5239973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -5239981.500000 Penalty: 12298.980469
	Iteration 70Q: 3 clusters Score -5239982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -5239997.000000 Penalty: 12298.980469
	Iteration 71Q: 3 clusters Score -5239997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -5239996.000000 Penalty: 12298.980469
	Iteration 72Q: 3 clusters Score -5239996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -5239999.500000 Penalty: 12298.980469
	Iteration 73Q: 3 clusters Score -5240000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -5240000.500000 Penalty: 12298.980469
	Iteration 74Q: 3 clusters Score -5240000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -5240004.000000 Penalty: 12298.980469
	Iteration 75Q: 3 clusters Score -5240004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -5240000.000000 Penalty: 12298.980469
	Iteration 76Q: 3 clusters Score -5240000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -5240010.000000 Penalty: 12298.980469
	Iteration 77Q: 3 clusters Score -5240010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -5240007.000000 Penalty: 12298.980469
	Iteration 78Q: 3 clusters Score -5240007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -5240017.500000 Penalty: 12298.980469
	Iteration 79Q: 3 clusters Score -5240018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -5240010.500000 Penalty: 12298.980469
	Iteration 80F: 3 clusters Score -5240010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -5240017.500000 Penalty: 12298.980469
	Iteration 81Q: 3 clusters Score -5240018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -5240022.500000 Penalty: 12298.980469
	Iteration 82Q: 3 clusters Score -5240022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -5240022.000000 Penalty: 12298.980469
	Iteration 83Q: 3 clusters Score -5240022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -5240022.500000 Penalty: 12298.980469
	Iteration 84Q: 3 clusters Score -5240022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -5240024.000000 Penalty: 12298.980469
	Iteration 85Q: 3 clusters Score -5240024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -5240028.000000 Penalty: 12298.980469
	Iteration 86Q: 3 clusters Score -5240028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -5240025.000000 Penalty: 12298.980469
	Iteration 87Q: 3 clusters Score -5240025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -5240028.000000 Penalty: 12298.980469
	Iteration 88Q: 3 clusters Score -5240028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -5240025.500000 Penalty: 12298.980469
	Iteration 89Q: 3 clusters Score -5240026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -5240014.500000 Penalty: 12298.980469
	Iteration 90Q: 3 clusters Score -5240014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -5240025.500000 Penalty: 12298.980469
	Iteration 91Q: 3 clusters Score -5240026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -5240026.500000 Penalty: 12298.980469
	Iteration 92Q: 3 clusters Score -5240026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -5240035.000000 Penalty: 12298.980469
	Iteration 93Q: 3 clusters Score -5240035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -5240035.000000 Penalty: 12298.980469
	Iteration 94Q: 3 clusters Score -5240035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -5240033.000000 Penalty: 12298.980469
	Iteration 95Q: 3 clusters Score -5240033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -5240033.000000 Penalty: 12298.980469
	Iteration 96F: 3 clusters Score -5240033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -531846.375000 Penalty: 4784.089355
	Iteration 0F: 2 clusters Score -531846.4 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 1239 members 
Entering Unmasked Estep 
Score: -526638.562500 Penalty: 9568.178711
	Iteration 0F: 3 clusters Score -526638.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -527521.750000 Penalty: 9568.178711
	Iteration 1F: 3 clusters Score -527521.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -527898.875000 Penalty: 9568.178711
	Iteration 2F: 3 clusters Score -527898.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -528159.187500 Penalty: 9568.178711
	Iteration 3F: 3 clusters Score -528159.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -528363.687500 Penalty: 9568.178711
	Iteration 4Q: 3 clusters Score -528363.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -528576.437500 Penalty: 9568.178711
	Iteration 5Q: 3 clusters Score -528576.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -528728.437500 Penalty: 9568.178711
	Iteration 6Q: 3 clusters Score -528728.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -528842.062500 Penalty: 9568.178711
	Iteration 7Q: 3 clusters Score -528842.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -528940.937500 Penalty: 9568.178711
	Iteration 8Q: 3 clusters Score -528940.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -529005.750000 Penalty: 9568.178711
	Iteration 9Q: 3 clusters Score -529005.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -529053.625000 Penalty: 9568.178711
	Iteration 10Q: 3 clusters Score -529053.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -529099.125000 Penalty: 9568.178711
	Iteration 11Q: 3 clusters Score -529099.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -529141.875000 Penalty: 9568.178711
	Iteration 12Q: 3 clusters Score -529141.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -529205.250000 Penalty: 9568.178711
	Iteration 13Q: 3 clusters Score -529205.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -529250.937500 Penalty: 9568.178711
	Iteration 14Q: 3 clusters Score -529250.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -529279.562500 Penalty: 9568.178711
	Iteration 15Q: 3 clusters Score -529279.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -529305.625000 Penalty: 9568.178711
	Iteration 16Q: 3 clusters Score -529305.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -529343.687500 Penalty: 9568.178711
	Iteration 17Q: 3 clusters Score -529343.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -529368.562500 Penalty: 9568.178711
	Iteration 18Q: 3 clusters Score -529368.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -529404.875000 Penalty: 9568.178711
	Iteration 19Q: 3 clusters Score -529404.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -529433.625000 Penalty: 9568.178711
	Iteration 20F: 3 clusters Score -529433.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -529447.312500 Penalty: 9568.178711
	Iteration 21Q: 3 clusters Score -529447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -529461.125000 Penalty: 9568.178711
	Iteration 22Q: 3 clusters Score -529461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -529471.062500 Penalty: 9568.178711
	Iteration 23Q: 3 clusters Score -529471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -529486.937500 Penalty: 9568.178711
	Iteration 24Q: 3 clusters Score -529486.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -529505.125000 Penalty: 9568.178711
	Iteration 25Q: 3 clusters Score -529505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -529522.250000 Penalty: 9568.178711
	Iteration 26Q: 3 clusters Score -529522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -529524.875000 Penalty: 9568.178711
	Iteration 27Q: 3 clusters Score -529524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -529527.500000 Penalty: 9568.178711
	Iteration 28Q: 3 clusters Score -529527.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -529528.875000 Penalty: 9568.178711
	Iteration 29Q: 3 clusters Score -529528.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -529528.875000 Penalty: 9568.178711
	Iteration 30F: 3 clusters Score -529528.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Entering Unmasked Estep 
Score: -3870130.250000 Penalty: 5961.968262
	Iteration 0F: 2 clusters Score -3870130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3855541.750000 Penalty: 11923.936523
	Iteration 0F: 3 clusters Score -3855542 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3859154.250000 Penalty: 11923.936523
	Iteration 1F: 3 clusters Score -3859154 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3859720.250000 Penalty: 11923.936523
	Iteration 2F: 3 clusters Score -3859720 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3860086.500000 Penalty: 11923.936523
	Iteration 3Q: 3 clusters Score -3860086 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3860336.250000 Penalty: 11923.936523
	Iteration 4Q: 3 clusters Score -3860336 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3860551.250000 Penalty: 11923.936523
	Iteration 5Q: 3 clusters Score -3860551 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3860725.250000 Penalty: 11923.936523
	Iteration 6Q: 3 clusters Score -3860725 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3860867.500000 Penalty: 11923.936523
	Iteration 7Q: 3 clusters Score -3860868 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3860994.250000 Penalty: 11923.936523
	Iteration 8Q: 3 clusters Score -3860994 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3861096.000000 Penalty: 11923.936523
	Iteration 9Q: 3 clusters Score -3861096 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -3861170.000000 Penalty: 11923.936523
	Iteration 10Q: 3 clusters Score -3861170 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3861240.500000 Penalty: 11923.936523
	Iteration 11Q: 3 clusters Score -3861240 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3861323.000000 Penalty: 11923.936523
	Iteration 12Q: 3 clusters Score -3861323 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3861380.000000 Penalty: 11923.936523
	Iteration 13Q: 3 clusters Score -3861380 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3861421.000000 Penalty: 11923.936523
	Iteration 14Q: 3 clusters Score -3861421 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3861459.250000 Penalty: 11923.936523
	Iteration 15Q: 3 clusters Score -3861459 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -3861488.500000 Penalty: 11923.936523
	Iteration 16Q: 3 clusters Score -3861488 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3861535.000000 Penalty: 11923.936523
	Iteration 17Q: 3 clusters Score -3861535 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3861571.500000 Penalty: 11923.936523
	Iteration 18Q: 3 clusters Score -3861572 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3861593.000000 Penalty: 11923.936523
	Iteration 19Q: 3 clusters Score -3861593 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3861635.750000 Penalty: 11923.936523
	Iteration 20F: 3 clusters Score -3861636 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -3861686.750000 Penalty: 11923.936523
	Iteration 21Q: 3 clusters Score -3861687 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3861702.750000 Penalty: 11923.936523
	Iteration 22Q: 3 clusters Score -3861703 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3861744.250000 Penalty: 11923.936523
	Iteration 23Q: 3 clusters Score -3861744 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3861787.000000 Penalty: 11923.936523
	Iteration 24Q: 3 clusters Score -3861787 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3861833.000000 Penalty: 11923.936523
	Iteration 25Q: 3 clusters Score -3861833 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3861847.750000 Penalty: 11923.936523
	Iteration 26Q: 3 clusters Score -3861848 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3861889.250000 Penalty: 11923.936523
	Iteration 27Q: 3 clusters Score -3861889 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3861925.000000 Penalty: 11923.936523
	Iteration 28Q: 3 clusters Score -3861925 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3861958.250000 Penalty: 11923.936523
	Iteration 29Q: 3 clusters Score -3861958 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3861999.750000 Penalty: 11923.936523
	Iteration 30Q: 3 clusters Score -3862000 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3862044.500000 Penalty: 11923.936523
	Iteration 31Q: 3 clusters Score -3862044 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3862098.250000 Penalty: 11923.936523
	Iteration 32Q: 3 clusters Score -3862098 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3862169.000000 Penalty: 11923.936523
	Iteration 33Q: 3 clusters Score -3862169 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3862244.250000 Penalty: 11923.936523
	Iteration 34Q: 3 clusters Score -3862244 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3862302.000000 Penalty: 11923.936523
	Iteration 35Q: 3 clusters Score -3862302 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3862388.250000 Penalty: 11923.936523
	Iteration 36Q: 3 clusters Score -3862388 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3862476.250000 Penalty: 11923.936523
	Iteration 37Q: 3 clusters Score -3862476 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3862584.000000 Penalty: 11923.936523
	Iteration 38Q: 3 clusters Score -3862584 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3862694.250000 Penalty: 11923.936523
	Iteration 39Q: 3 clusters Score -3862694 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3862856.250000 Penalty: 11923.936523
	Iteration 40F: 3 clusters Score -3862856 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3863019.000000 Penalty: 11923.936523
	Iteration 41Q: 3 clusters Score -3863019 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3863217.500000 Penalty: 11923.936523
	Iteration 42Q: 3 clusters Score -3863218 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3863417.750000 Penalty: 11923.936523
	Iteration 43Q: 3 clusters Score -3863418 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3863640.250000 Penalty: 11923.936523
	Iteration 44Q: 3 clusters Score -3863640 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3863850.750000 Penalty: 11923.936523
	Iteration 45Q: 3 clusters Score -3863851 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3864054.500000 Penalty: 11923.936523
	Iteration 46Q: 3 clusters Score -3864054 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3864221.250000 Penalty: 11923.936523
	Iteration 47Q: 3 clusters Score -3864221 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3864395.750000 Penalty: 11923.936523
	Iteration 48Q: 3 clusters Score -3864396 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3864539.500000 Penalty: 11923.936523
	Iteration 49Q: 3 clusters Score -3864540 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3864656.000000 Penalty: 11923.936523
	Iteration 50Q: 3 clusters Score -3864656 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3864743.250000 Penalty: 11923.936523
	Iteration 51Q: 3 clusters Score -3864743 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3864808.000000 Penalty: 11923.936523
	Iteration 52Q: 3 clusters Score -3864808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3864867.250000 Penalty: 11923.936523
	Iteration 53Q: 3 clusters Score -3864867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3864904.750000 Penalty: 11923.936523
	Iteration 54Q: 3 clusters Score -3864905 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3864954.500000 Penalty: 11923.936523
	Iteration 55Q: 3 clusters Score -3864954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3864981.500000 Penalty: 11923.936523
	Iteration 56Q: 3 clusters Score -3864982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3865006.500000 Penalty: 11923.936523
	Iteration 57Q: 3 clusters Score -3865006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3865028.000000 Penalty: 11923.936523
	Iteration 58Q: 3 clusters Score -3865028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3865035.250000 Penalty: 11923.936523
	Iteration 59Q: 3 clusters Score -3865035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3865039.250000 Penalty: 11923.936523
	Iteration 60F: 3 clusters Score -3865039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3865060.000000 Penalty: 11923.936523
	Iteration 61Q: 3 clusters Score -3865060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3865062.750000 Penalty: 11923.936523
	Iteration 62Q: 3 clusters Score -3865063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3865071.500000 Penalty: 11923.936523
	Iteration 63Q: 3 clusters Score -3865072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3865080.250000 Penalty: 11923.936523
	Iteration 64Q: 3 clusters Score -3865080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3865093.000000 Penalty: 11923.936523
	Iteration 65Q: 3 clusters Score -3865093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3865101.500000 Penalty: 11923.936523
	Iteration 66Q: 3 clusters Score -3865102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3865100.750000 Penalty: 11923.936523
	Iteration 67Q: 3 clusters Score -3865101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3865108.250000 Penalty: 11923.936523
	Iteration 68Q: 3 clusters Score -3865108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3865109.500000 Penalty: 11923.936523
	Iteration 69Q: 3 clusters Score -3865110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3865115.000000 Penalty: 11923.936523
	Iteration 70Q: 3 clusters Score -3865115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3865110.500000 Penalty: 11923.936523
	Iteration 71Q: 3 clusters Score -3865110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3865109.500000 Penalty: 11923.936523
	Iteration 72Q: 3 clusters Score -3865110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3865109.500000 Penalty: 11923.936523
	Iteration 73F: 3 clusters Score -3865110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Entering Unmasked Estep 
Score: -3482325.250000 Penalty: 5909.488281
	Iteration 0F: 2 clusters Score -3482325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3468736.750000 Penalty: 11818.976562
	Iteration 0F: 3 clusters Score -3468737 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3472499.000000 Penalty: 11818.976562
	Iteration 1F: 3 clusters Score -3472499 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3473587.250000 Penalty: 11818.976562
	Iteration 2F: 3 clusters Score -3473587 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3474659.250000 Penalty: 11818.976562
	Iteration 3F: 3 clusters Score -3474659 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3475698.750000 Penalty: 11818.976562
	Iteration 4F: 3 clusters Score -3475699 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3476558.250000 Penalty: 11818.976562
	Iteration 5F: 3 clusters Score -3476558 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3477336.250000 Penalty: 11818.976562
	Iteration 6F: 3 clusters Score -3477336 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3477957.500000 Penalty: 11818.976562
	Iteration 7F: 3 clusters Score -3477958 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3478391.000000 Penalty: 11818.976562
	Iteration 8Q: 3 clusters Score -3478391 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3478729.250000 Penalty: 11818.976562
	Iteration 9Q: 3 clusters Score -3478729 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3478980.000000 Penalty: 11818.976562
	Iteration 10Q: 3 clusters Score -3478980 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3479146.500000 Penalty: 11818.976562
	Iteration 11Q: 3 clusters Score -3479146 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3479306.500000 Penalty: 11818.976562
	Iteration 12Q: 3 clusters Score -3479306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3479428.000000 Penalty: 11818.976562
	Iteration 13Q: 3 clusters Score -3479428 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3479550.500000 Penalty: 11818.976562
	Iteration 14Q: 3 clusters Score -3479550 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3479610.750000 Penalty: 11818.976562
	Iteration 15Q: 3 clusters Score -3479611 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3479653.000000 Penalty: 11818.976562
	Iteration 16Q: 3 clusters Score -3479653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3479704.000000 Penalty: 11818.976562
	Iteration 17Q: 3 clusters Score -3479704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3479726.750000 Penalty: 11818.976562
	Iteration 18Q: 3 clusters Score -3479727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3479750.000000 Penalty: 11818.976562
	Iteration 19Q: 3 clusters Score -3479750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3479771.250000 Penalty: 11818.976562
	Iteration 20F: 3 clusters Score -3479771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3479775.250000 Penalty: 11818.976562
	Iteration 21Q: 3 clusters Score -3479775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3479794.750000 Penalty: 11818.976562
	Iteration 22Q: 3 clusters Score -3479795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3479800.500000 Penalty: 11818.976562
	Iteration 23Q: 3 clusters Score -3479800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3479822.750000 Penalty: 11818.976562
	Iteration 24Q: 3 clusters Score -3479823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3479837.000000 Penalty: 11818.976562
	Iteration 25Q: 3 clusters Score -3479837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3479848.250000 Penalty: 11818.976562
	Iteration 26Q: 3 clusters Score -3479848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3479861.250000 Penalty: 11818.976562
	Iteration 27Q: 3 clusters Score -3479861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3479870.000000 Penalty: 11818.976562
	Iteration 28Q: 3 clusters Score -3479870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3479870.000000 Penalty: 11818.976562
	Iteration 29Q: 3 clusters Score -3479870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3479872.000000 Penalty: 11818.976562
	Iteration 30Q: 3 clusters Score -3479872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3479871.250000 Penalty: 11818.976562
	Iteration 31Q: 3 clusters Score -3479871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3479876.500000 Penalty: 11818.976562
	Iteration 32Q: 3 clusters Score -3479876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3479885.750000 Penalty: 11818.976562
	Iteration 33Q: 3 clusters Score -3479886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3479888.750000 Penalty: 11818.976562
	Iteration 34Q: 3 clusters Score -3479889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3479898.500000 Penalty: 11818.976562
	Iteration 35Q: 3 clusters Score -3479898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3479908.250000 Penalty: 11818.976562
	Iteration 36Q: 3 clusters Score -3479908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3479900.500000 Penalty: 11818.976562
	Iteration 37Q: 3 clusters Score -3479900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3479911.500000 Penalty: 11818.976562
	Iteration 38Q: 3 clusters Score -3479912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3479916.000000 Penalty: 11818.976562
	Iteration 39Q: 3 clusters Score -3479916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3479925.750000 Penalty: 11818.976562
	Iteration 40F: 3 clusters Score -3479926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3479927.250000 Penalty: 11818.976562
	Iteration 41Q: 3 clusters Score -3479927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3479926.000000 Penalty: 11818.976562
	Iteration 42Q: 3 clusters Score -3479926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3479926.750000 Penalty: 11818.976562
	Iteration 43Q: 3 clusters Score -3479927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3479931.000000 Penalty: 11818.976562
	Iteration 44Q: 3 clusters Score -3479931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3479927.000000 Penalty: 11818.976562
	Iteration 45Q: 3 clusters Score -3479927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3479927.000000 Penalty: 11818.976562
	Iteration 46F: 3 clusters Score -3479927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (143045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143045 members 
Entering Unmasked Estep 
Score: -32661258.000000 Penalty: 7270.935059
	Iteration 0F: 2 clusters Score -3.266126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -32574476.000000 Penalty: 14541.870117
	Iteration 0F: 3 clusters Score -3.257448e+07 nChanged 66565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -32611642.000000 Penalty: 14541.870117
	Iteration 1F: 3 clusters Score -3.261164e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -32612922.000000 Penalty: 14541.870117
	Iteration 2Q: 3 clusters Score -3.261292e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -32614510.000000 Penalty: 14541.870117
	Iteration 3Q: 3 clusters Score -3.261451e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -32616408.000000 Penalty: 14541.870117
	Iteration 4Q: 3 clusters Score -3.261641e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -32618916.000000 Penalty: 14541.870117
	Iteration 5Q: 3 clusters Score -3.261892e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -32621806.000000 Penalty: 14541.870117
	Iteration 6Q: 3 clusters Score -3.262181e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -32625628.000000 Penalty: 14541.870117
	Iteration 7Q: 3 clusters Score -3.262563e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -32630214.000000 Penalty: 14541.870117
	Iteration 8F: 3 clusters Score -3.263021e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -32635566.000000 Penalty: 14541.870117
	Iteration 9F: 3 clusters Score -3.263557e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -32641094.000000 Penalty: 14541.870117
	Iteration 10F: 3 clusters Score -3.264109e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99747 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -32646088.000000 Penalty: 14541.870117
	Iteration 11F: 3 clusters Score -3.264609e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102637 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -32649510.000000 Penalty: 14541.870117
	Iteration 12Q: 3 clusters Score -3.264951e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -32651464.000000 Penalty: 14541.870117
	Iteration 13Q: 3 clusters Score -3.265146e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106446 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -32652584.000000 Penalty: 14541.870117
	Iteration 14Q: 3 clusters Score -3.265258e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107947 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -32653284.000000 Penalty: 14541.870117
	Iteration 15Q: 3 clusters Score -3.265328e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109327 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -32653992.000000 Penalty: 14541.870117
	Iteration 16Q: 3 clusters Score -3.265399e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110710 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -32654724.000000 Penalty: 14541.870117
	Iteration 17Q: 3 clusters Score -3.265472e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112045 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -32655536.000000 Penalty: 14541.870117
	Iteration 18Q: 3 clusters Score -3.265554e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113406 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -32656116.000000 Penalty: 14541.870117
	Iteration 19Q: 3 clusters Score -3.265612e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114832 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -32656654.000000 Penalty: 14541.870117
	Iteration 20F: 3 clusters Score -3.265665e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116261 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -32657116.000000 Penalty: 14541.870117
	Iteration 21Q: 3 clusters Score -3.265712e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117693 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -32657668.000000 Penalty: 14541.870117
	Iteration 22Q: 3 clusters Score -3.265767e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119105 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -32658012.000000 Penalty: 14541.870117
	Iteration 23Q: 3 clusters Score -3.265801e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120477 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -32658328.000000 Penalty: 14541.870117
	Iteration 24Q: 3 clusters Score -3.265833e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121815 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -32658632.000000 Penalty: 14541.870117
	Iteration 25Q: 3 clusters Score -3.265863e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123087 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -32658790.000000 Penalty: 14541.870117
	Iteration 26Q: 3 clusters Score -3.265879e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124313 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -32658844.000000 Penalty: 14541.870117
	Iteration 27Q: 3 clusters Score -3.265884e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125479 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -32658950.000000 Penalty: 14541.870117
	Iteration 28Q: 3 clusters Score -3.265895e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126502 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -32659164.000000 Penalty: 14541.870117
	Iteration 29Q: 3 clusters Score -3.265916e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -32659256.000000 Penalty: 14541.870117
	Iteration 30Q: 3 clusters Score -3.265926e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128291 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -32659220.000000 Penalty: 14541.870117
	Iteration 31Q: 3 clusters Score -3.265922e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129062 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -32659250.000000 Penalty: 14541.870117
	Iteration 32Q: 3 clusters Score -3.265925e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -32659254.000000 Penalty: 14541.870117
	Iteration 33Q: 3 clusters Score -3.265925e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130284 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -32659288.000000 Penalty: 14541.870117
	Iteration 34Q: 3 clusters Score -3.265929e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130762 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -32659210.000000 Penalty: 14541.870117
	Iteration 35Q: 3 clusters Score -3.265921e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131180 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -32659172.000000 Penalty: 14541.870117
	Iteration 36Q: 3 clusters Score -3.265917e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131561 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -32659166.000000 Penalty: 14541.870117
	Iteration 37Q: 3 clusters Score -3.265917e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131872 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -32659134.000000 Penalty: 14541.870117
	Iteration 38Q: 3 clusters Score -3.265913e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132159 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -32659146.000000 Penalty: 14541.870117
	Iteration 39Q: 3 clusters Score -3.265915e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132392 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -32659276.000000 Penalty: 14541.870117
	Iteration 40F: 3 clusters Score -3.265928e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132585 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -32659248.000000 Penalty: 14541.870117
	Iteration 41Q: 3 clusters Score -3.265925e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132757 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -32659250.000000 Penalty: 14541.870117
	Iteration 42Q: 3 clusters Score -3.265925e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132935 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -32659252.000000 Penalty: 14541.870117
	Iteration 43Q: 3 clusters Score -3.265925e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133113 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -32659220.000000 Penalty: 14541.870117
	Iteration 44Q: 3 clusters Score -3.265922e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133299 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -32659188.000000 Penalty: 14541.870117
	Iteration 45Q: 3 clusters Score -3.265919e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133472 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -32659210.000000 Penalty: 14541.870117
	Iteration 46Q: 3 clusters Score -3.265921e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133631 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -32659198.000000 Penalty: 14541.870117
	Iteration 47Q: 3 clusters Score -3.26592e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133758 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -32659124.000000 Penalty: 14541.870117
	Iteration 48Q: 3 clusters Score -3.265912e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133866 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -32659140.000000 Penalty: 14541.870117
	Iteration 49Q: 3 clusters Score -3.265914e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133991 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -32659144.000000 Penalty: 14541.870117
	Iteration 50Q: 3 clusters Score -3.265914e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134115 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -32659164.000000 Penalty: 14541.870117
	Iteration 51Q: 3 clusters Score -3.265916e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134235 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -32659118.000000 Penalty: 14541.870117
	Iteration 52Q: 3 clusters Score -3.265912e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134347 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -32659096.000000 Penalty: 14541.870117
	Iteration 53Q: 3 clusters Score -3.26591e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134445 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -32659118.000000 Penalty: 14541.870117
	Iteration 54Q: 3 clusters Score -3.265912e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134532 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -32659196.000000 Penalty: 14541.870117
	Iteration 55Q: 3 clusters Score -3.26592e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134598 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -32659132.000000 Penalty: 14541.870117
	Iteration 56Q: 3 clusters Score -3.265913e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134647 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -32659178.000000 Penalty: 14541.870117
	Iteration 57Q: 3 clusters Score -3.265918e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134689 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -32659170.000000 Penalty: 14541.870117
	Iteration 58Q: 3 clusters Score -3.265917e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134720 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -32659154.000000 Penalty: 14541.870117
	Iteration 59Q: 3 clusters Score -3.265915e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134766 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -32659136.000000 Penalty: 14541.870117
	Iteration 60F: 3 clusters Score -3.265914e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134804 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -32659148.000000 Penalty: 14541.870117
	Iteration 61Q: 3 clusters Score -3.265915e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134847 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -32659110.000000 Penalty: 14541.870117
	Iteration 62Q: 3 clusters Score -3.265911e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134893 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -32659106.000000 Penalty: 14541.870117
	Iteration 63Q: 3 clusters Score -3.265911e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134944 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -32659112.000000 Penalty: 14541.870117
	Iteration 64Q: 3 clusters Score -3.265911e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134988 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -32659122.000000 Penalty: 14541.870117
	Iteration 65Q: 3 clusters Score -3.265912e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135034 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -32659104.000000 Penalty: 14541.870117
	Iteration 66Q: 3 clusters Score -3.26591e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135074 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -32659068.000000 Penalty: 14541.870117
	Iteration 67Q: 3 clusters Score -3.265907e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135110 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -32659112.000000 Penalty: 14541.870117
	Iteration 68Q: 3 clusters Score -3.265911e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135148 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -32659094.000000 Penalty: 14541.870117
	Iteration 69Q: 3 clusters Score -3.265909e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135188 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -32659084.000000 Penalty: 14541.870117
	Iteration 70Q: 3 clusters Score -3.265908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135219 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -32659096.000000 Penalty: 14541.870117
	Iteration 71Q: 3 clusters Score -3.26591e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135250 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -32659120.000000 Penalty: 14541.870117
	Iteration 72Q: 3 clusters Score -3.265912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135278 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -32659094.000000 Penalty: 14541.870117
	Iteration 73Q: 3 clusters Score -3.265909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135303 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -32659114.000000 Penalty: 14541.870117
	Iteration 74Q: 3 clusters Score -3.265911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135335 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -32659140.000000 Penalty: 14541.870117
	Iteration 75Q: 3 clusters Score -3.265914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135365 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -32659152.000000 Penalty: 14541.870117
	Iteration 76Q: 3 clusters Score -3.265915e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135393 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -32659176.000000 Penalty: 14541.870117
	Iteration 77Q: 3 clusters Score -3.265918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135415 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -32659130.000000 Penalty: 14541.870117
	Iteration 78Q: 3 clusters Score -3.265913e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135439 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -32659148.000000 Penalty: 14541.870117
	Iteration 79Q: 3 clusters Score -3.265915e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135467 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -32659122.000000 Penalty: 14541.870117
	Iteration 80F: 3 clusters Score -3.265912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135486 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -32659118.000000 Penalty: 14541.870117
	Iteration 81Q: 3 clusters Score -3.265912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135505 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -32659116.000000 Penalty: 14541.870117
	Iteration 82Q: 3 clusters Score -3.265912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135524 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -32659112.000000 Penalty: 14541.870117
	Iteration 83Q: 3 clusters Score -3.265911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135545 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -32659114.000000 Penalty: 14541.870117
	Iteration 84Q: 3 clusters Score -3.265911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135566 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -32659128.000000 Penalty: 14541.870117
	Iteration 85Q: 3 clusters Score -3.265913e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135591 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -32659182.000000 Penalty: 14541.870117
	Iteration 86Q: 3 clusters Score -3.265918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135610 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -32659150.000000 Penalty: 14541.870117
	Iteration 87Q: 3 clusters Score -3.265915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135627 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -32659138.000000 Penalty: 14541.870117
	Iteration 88Q: 3 clusters Score -3.265914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135646 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -32659148.000000 Penalty: 14541.870117
	Iteration 89Q: 3 clusters Score -3.265915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135672 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -32659148.000000 Penalty: 14541.870117
	Iteration 90Q: 3 clusters Score -3.265915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135690 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -32659176.000000 Penalty: 14541.870117
	Iteration 91Q: 3 clusters Score -3.265918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135715 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -32659164.000000 Penalty: 14541.870117
	Iteration 92Q: 3 clusters Score -3.265916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135733 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -32659168.000000 Penalty: 14541.870117
	Iteration 93Q: 3 clusters Score -3.265917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135748 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -32659176.000000 Penalty: 14541.870117
	Iteration 94Q: 3 clusters Score -3.265918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135763 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -32659196.000000 Penalty: 14541.870117
	Iteration 95Q: 3 clusters Score -3.26592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135777 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -32659162.000000 Penalty: 14541.870117
	Iteration 96Q: 3 clusters Score -3.265916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135791 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -32659172.000000 Penalty: 14541.870117
	Iteration 97Q: 3 clusters Score -3.265917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135803 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -32659188.000000 Penalty: 14541.870117
	Iteration 98Q: 3 clusters Score -3.265919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -32659160.000000 Penalty: 14541.870117
	Iteration 99Q: 3 clusters Score -3.265916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135838 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -32659168.000000 Penalty: 14541.870117
	Iteration 100F: 3 clusters Score -3.265917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135861 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -32659216.000000 Penalty: 14541.870117
	Iteration 101Q: 3 clusters Score -3.265922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135880 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -32659196.000000 Penalty: 14541.870117
	Iteration 102Q: 3 clusters Score -3.26592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135894 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -32659202.000000 Penalty: 14541.870117
	Iteration 103Q: 3 clusters Score -3.26592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135911 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -32659184.000000 Penalty: 14541.870117
	Iteration 104Q: 3 clusters Score -3.265918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -32659206.000000 Penalty: 14541.870117
	Iteration 105Q: 3 clusters Score -3.265921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135961 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -32659226.000000 Penalty: 14541.870117
	Iteration 106Q: 3 clusters Score -3.265923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135988 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -32659244.000000 Penalty: 14541.870117
	Iteration 107Q: 3 clusters Score -3.265924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136008 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -32659190.000000 Penalty: 14541.870117
	Iteration 108Q: 3 clusters Score -3.265919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136020 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -32659210.000000 Penalty: 14541.870117
	Iteration 109Q: 3 clusters Score -3.265921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136034 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -32659250.000000 Penalty: 14541.870117
	Iteration 110Q: 3 clusters Score -3.265925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136046 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -32659202.000000 Penalty: 14541.870117
	Iteration 111Q: 3 clusters Score -3.26592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136058 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -32659184.000000 Penalty: 14541.870117
	Iteration 112Q: 3 clusters Score -3.265918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136064 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -32659190.000000 Penalty: 14541.870117
	Iteration 113Q: 3 clusters Score -3.265919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136067 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -32659188.000000 Penalty: 14541.870117
	Iteration 114Q: 3 clusters Score -3.265919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136070 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -32659188.000000 Penalty: 14541.870117
	Iteration 115Q: 3 clusters Score -3.265919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -32659174.000000 Penalty: 14541.870117
	Iteration 116Q: 3 clusters Score -3.265917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136074 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -32659196.000000 Penalty: 14541.870117
	Iteration 117Q: 3 clusters Score -3.26592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136076 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -32659192.000000 Penalty: 14541.870117
	Iteration 118Q: 3 clusters Score -3.265919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136078 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -32659188.000000 Penalty: 14541.870117
	Iteration 119Q: 3 clusters Score -3.265919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136080 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -32659182.000000 Penalty: 14541.870117
	Iteration 120F: 3 clusters Score -3.265918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136083 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -32659194.000000 Penalty: 14541.870117
	Iteration 121Q: 3 clusters Score -3.265919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136087 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -32659200.000000 Penalty: 14541.870117
	Iteration 122Q: 3 clusters Score -3.26592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136087 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -32659200.000000 Penalty: 14541.870117
	Iteration 123F: 3 clusters Score -3.26592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -179518.859375 Penalty: 4144.997559
	Iteration 0F: 2 clusters Score -179518.9 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 442 members 
Entering Unmasked Estep 
Score: -175779.093750 Penalty: 8289.995117
	Iteration 0F: 3 clusters Score -175779.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -176138.421875 Penalty: 8289.995117
	Iteration 1F: 3 clusters Score -176138.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -176283.890625 Penalty: 8289.995117
	Iteration 2F: 3 clusters Score -176283.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -176356.968750 Penalty: 8289.995117
	Iteration 3Q: 3 clusters Score -176357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -176394.468750 Penalty: 8289.995117
	Iteration 4Q: 3 clusters Score -176394.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -176434.062500 Penalty: 8289.995117
	Iteration 5Q: 3 clusters Score -176434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -176450.734375 Penalty: 8289.995117
	Iteration 6Q: 3 clusters Score -176450.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -176461.515625 Penalty: 8289.995117
	Iteration 7Q: 3 clusters Score -176461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -176468.890625 Penalty: 8289.995117
	Iteration 8Q: 3 clusters Score -176468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -176482.937500 Penalty: 8289.995117
	Iteration 9Q: 3 clusters Score -176482.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -176489.156250 Penalty: 8289.995117
	Iteration 10Q: 3 clusters Score -176489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -176495.562500 Penalty: 8289.995117
	Iteration 11Q: 3 clusters Score -176495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -176500.531250 Penalty: 8289.995117
	Iteration 12Q: 3 clusters Score -176500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -176517.750000 Penalty: 8289.995117
	Iteration 13Q: 3 clusters Score -176517.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -176539.656250 Penalty: 8289.995117
	Iteration 14Q: 3 clusters Score -176539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -176544.828125 Penalty: 8289.995117
	Iteration 15Q: 3 clusters Score -176544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -176555.843750 Penalty: 8289.995117
	Iteration 16Q: 3 clusters Score -176555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -176563.687500 Penalty: 8289.995117
	Iteration 17Q: 3 clusters Score -176563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -176577.500000 Penalty: 8289.995117
	Iteration 18Q: 3 clusters Score -176577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -176593.109375 Penalty: 8289.995117
	Iteration 19Q: 3 clusters Score -176593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -176599.484375 Penalty: 8289.995117
	Iteration 20F: 3 clusters Score -176599.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -176637.109375 Penalty: 8289.995117
	Iteration 21Q: 3 clusters Score -176637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -176666.265625 Penalty: 8289.995117
	Iteration 22Q: 3 clusters Score -176666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -176686.781250 Penalty: 8289.995117
	Iteration 23Q: 3 clusters Score -176686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -176694.296875 Penalty: 8289.995117
	Iteration 24Q: 3 clusters Score -176694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -176699.250000 Penalty: 8289.995117
	Iteration 25Q: 3 clusters Score -176699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -176703.687500 Penalty: 8289.995117
	Iteration 26Q: 3 clusters Score -176703.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -176708.250000 Penalty: 8289.995117
	Iteration 27Q: 3 clusters Score -176708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -176711.562500 Penalty: 8289.995117
	Iteration 28Q: 3 clusters Score -176711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -176714.421875 Penalty: 8289.995117
	Iteration 29Q: 3 clusters Score -176714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -176714.421875 Penalty: 8289.995117
	Iteration 30F: 3 clusters Score -176714.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Entering Unmasked Estep 
Score: -4441661.500000 Penalty: 6041.360840
	Iteration 0F: 2 clusters Score -4441662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -4425699.500000 Penalty: 12082.721680
	Iteration 0F: 3 clusters Score -4425700 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4429771.500000 Penalty: 12082.721680
	Iteration 1F: 3 clusters Score -4429772 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -4430354.500000 Penalty: 12082.721680
	Iteration 2F: 3 clusters Score -4430354 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -4430738.500000 Penalty: 12082.721680
	Iteration 3Q: 3 clusters Score -4430738 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -4431031.000000 Penalty: 12082.721680
	Iteration 4Q: 3 clusters Score -4431031 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -4431208.000000 Penalty: 12082.721680
	Iteration 5Q: 3 clusters Score -4431208 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -4431377.000000 Penalty: 12082.721680
	Iteration 6Q: 3 clusters Score -4431377 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -4431551.500000 Penalty: 12082.721680
	Iteration 7Q: 3 clusters Score -4431552 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4431688.500000 Penalty: 12082.721680
	Iteration 8Q: 3 clusters Score -4431688 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -4431814.000000 Penalty: 12082.721680
	Iteration 9Q: 3 clusters Score -4431814 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -4431952.500000 Penalty: 12082.721680
	Iteration 10Q: 3 clusters Score -4431952 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -4432114.500000 Penalty: 12082.721680
	Iteration 11Q: 3 clusters Score -4432114 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4432240.000000 Penalty: 12082.721680
	Iteration 12Q: 3 clusters Score -4432240 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4432395.000000 Penalty: 12082.721680
	Iteration 13Q: 3 clusters Score -4432395 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4432578.000000 Penalty: 12082.721680
	Iteration 14Q: 3 clusters Score -4432578 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -4432825.500000 Penalty: 12082.721680
	Iteration 15Q: 3 clusters Score -4432826 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -4433104.000000 Penalty: 12082.721680
	Iteration 16Q: 3 clusters Score -4433104 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4433418.500000 Penalty: 12082.721680
	Iteration 17Q: 3 clusters Score -4433418 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4433781.000000 Penalty: 12082.721680
	Iteration 18Q: 3 clusters Score -4433781 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4434133.500000 Penalty: 12082.721680
	Iteration 19Q: 3 clusters Score -4434134 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4434501.000000 Penalty: 12082.721680
	Iteration 20F: 3 clusters Score -4434501 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4434838.500000 Penalty: 12082.721680
	Iteration 21Q: 3 clusters Score -4434838 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4435133.500000 Penalty: 12082.721680
	Iteration 22Q: 3 clusters Score -4435134 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4435366.500000 Penalty: 12082.721680
	Iteration 23Q: 3 clusters Score -4435366 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4435543.500000 Penalty: 12082.721680
	Iteration 24Q: 3 clusters Score -4435544 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4435724.000000 Penalty: 12082.721680
	Iteration 25Q: 3 clusters Score -4435724 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4435825.000000 Penalty: 12082.721680
	Iteration 26Q: 3 clusters Score -4435825 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4435904.000000 Penalty: 12082.721680
	Iteration 27Q: 3 clusters Score -4435904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4435972.000000 Penalty: 12082.721680
	Iteration 28Q: 3 clusters Score -4435972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4436010.000000 Penalty: 12082.721680
	Iteration 29Q: 3 clusters Score -4436010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4436038.500000 Penalty: 12082.721680
	Iteration 30Q: 3 clusters Score -4436038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4436081.000000 Penalty: 12082.721680
	Iteration 31Q: 3 clusters Score -4436081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4436125.000000 Penalty: 12082.721680
	Iteration 32Q: 3 clusters Score -4436125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4436151.500000 Penalty: 12082.721680
	Iteration 33Q: 3 clusters Score -4436152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4436173.000000 Penalty: 12082.721680
	Iteration 34Q: 3 clusters Score -4436173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4436187.500000 Penalty: 12082.721680
	Iteration 35Q: 3 clusters Score -4436188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4436200.500000 Penalty: 12082.721680
	Iteration 36Q: 3 clusters Score -4436200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4436212.000000 Penalty: 12082.721680
	Iteration 37Q: 3 clusters Score -4436212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4436229.500000 Penalty: 12082.721680
	Iteration 38Q: 3 clusters Score -4436230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4436244.000000 Penalty: 12082.721680
	Iteration 39Q: 3 clusters Score -4436244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4436249.500000 Penalty: 12082.721680
	Iteration 40F: 3 clusters Score -4436250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4436270.500000 Penalty: 12082.721680
	Iteration 41Q: 3 clusters Score -4436270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4436281.000000 Penalty: 12082.721680
	Iteration 42Q: 3 clusters Score -4436281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4436285.500000 Penalty: 12082.721680
	Iteration 43Q: 3 clusters Score -4436286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4436292.000000 Penalty: 12082.721680
	Iteration 44Q: 3 clusters Score -4436292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4436297.500000 Penalty: 12082.721680
	Iteration 45Q: 3 clusters Score -4436298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4436295.500000 Penalty: 12082.721680
	Iteration 46Q: 3 clusters Score -4436296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4436299.000000 Penalty: 12082.721680
	Iteration 47Q: 3 clusters Score -4436299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4436300.000000 Penalty: 12082.721680
	Iteration 48Q: 3 clusters Score -4436300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4436308.500000 Penalty: 12082.721680
	Iteration 49Q: 3 clusters Score -4436308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4436308.000000 Penalty: 12082.721680
	Iteration 50Q: 3 clusters Score -4436308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4436306.000000 Penalty: 12082.721680
	Iteration 51Q: 3 clusters Score -4436306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4436306.000000 Penalty: 12082.721680
	Iteration 52F: 3 clusters Score -4436306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (61378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Entering Unmasked Estep 
Score: -13883345.000000 Penalty: 6752.694336
	Iteration 0F: 2 clusters Score -1.388334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -13840594.000000 Penalty: 13505.388672
	Iteration 0F: 3 clusters Score -1.384059e+07 nChanged 27181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -13855267.000000 Penalty: 13505.388672
	Iteration 1F: 3 clusters Score -1.385527e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -13856223.000000 Penalty: 13505.388672
	Iteration 2Q: 3 clusters Score -1.385622e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -13857070.000000 Penalty: 13505.388672
	Iteration 3Q: 3 clusters Score -1.385707e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -13857968.000000 Penalty: 13505.388672
	Iteration 4Q: 3 clusters Score -1.385797e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -13858972.000000 Penalty: 13505.388672
	Iteration 5Q: 3 clusters Score -1.385897e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -13860227.000000 Penalty: 13505.388672
	Iteration 6Q: 3 clusters Score -1.386023e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -13862028.000000 Penalty: 13505.388672
	Iteration 7F: 3 clusters Score -1.386203e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -13864386.000000 Penalty: 13505.388672
	Iteration 8F: 3 clusters Score -1.386439e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -13867267.000000 Penalty: 13505.388672
	Iteration 9F: 3 clusters Score -1.386727e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -13870366.000000 Penalty: 13505.388672
	Iteration 10F: 3 clusters Score -1.387037e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -13872818.000000 Penalty: 13505.388672
	Iteration 11F: 3 clusters Score -1.387282e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -13874329.000000 Penalty: 13505.388672
	Iteration 12Q: 3 clusters Score -1.387433e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -13875337.000000 Penalty: 13505.388672
	Iteration 13Q: 3 clusters Score -1.387534e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -13875993.000000 Penalty: 13505.388672
	Iteration 14Q: 3 clusters Score -1.387599e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -13876443.000000 Penalty: 13505.388672
	Iteration 15Q: 3 clusters Score -1.387644e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -13876801.000000 Penalty: 13505.388672
	Iteration 16Q: 3 clusters Score -1.38768e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -13877004.000000 Penalty: 13505.388672
	Iteration 17Q: 3 clusters Score -1.3877e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -13877217.000000 Penalty: 13505.388672
	Iteration 18Q: 3 clusters Score -1.387722e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -13877372.000000 Penalty: 13505.388672
	Iteration 19Q: 3 clusters Score -1.387737e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -13877444.000000 Penalty: 13505.388672
	Iteration 20F: 3 clusters Score -1.387744e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -13877546.000000 Penalty: 13505.388672
	Iteration 21Q: 3 clusters Score -1.387755e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -13877686.000000 Penalty: 13505.388672
	Iteration 22Q: 3 clusters Score -1.387769e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -13877761.000000 Penalty: 13505.388672
	Iteration 23Q: 3 clusters Score -1.387776e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -13877813.000000 Penalty: 13505.388672
	Iteration 24Q: 3 clusters Score -1.387781e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -13877845.000000 Penalty: 13505.388672
	Iteration 25Q: 3 clusters Score -1.387784e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -13877925.000000 Penalty: 13505.388672
	Iteration 26Q: 3 clusters Score -1.387792e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -13877959.000000 Penalty: 13505.388672
	Iteration 27Q: 3 clusters Score -1.387796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -13877983.000000 Penalty: 13505.388672
	Iteration 28Q: 3 clusters Score -1.387798e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -13878001.000000 Penalty: 13505.388672
	Iteration 29Q: 3 clusters Score -1.3878e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -13878055.000000 Penalty: 13505.388672
	Iteration 30Q: 3 clusters Score -1.387806e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -13878057.000000 Penalty: 13505.388672
	Iteration 31Q: 3 clusters Score -1.387806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -13878064.000000 Penalty: 13505.388672
	Iteration 32Q: 3 clusters Score -1.387806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -13878103.000000 Penalty: 13505.388672
	Iteration 33Q: 3 clusters Score -1.38781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -13878125.000000 Penalty: 13505.388672
	Iteration 34Q: 3 clusters Score -1.387812e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -13878155.000000 Penalty: 13505.388672
	Iteration 35Q: 3 clusters Score -1.387816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -13878192.000000 Penalty: 13505.388672
	Iteration 36Q: 3 clusters Score -1.387819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -13878190.000000 Penalty: 13505.388672
	Iteration 37Q: 3 clusters Score -1.387819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -13878209.000000 Penalty: 13505.388672
	Iteration 38Q: 3 clusters Score -1.387821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -13878233.000000 Penalty: 13505.388672
	Iteration 39Q: 3 clusters Score -1.387823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -13878235.000000 Penalty: 13505.388672
	Iteration 40F: 3 clusters Score -1.387824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -13878242.000000 Penalty: 13505.388672
	Iteration 41Q: 3 clusters Score -1.387824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -13878252.000000 Penalty: 13505.388672
	Iteration 42Q: 3 clusters Score -1.387825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -13878269.000000 Penalty: 13505.388672
	Iteration 43Q: 3 clusters Score -1.387827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -13878301.000000 Penalty: 13505.388672
	Iteration 44Q: 3 clusters Score -1.38783e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -13878306.000000 Penalty: 13505.388672
	Iteration 45Q: 3 clusters Score -1.387831e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -13878328.000000 Penalty: 13505.388672
	Iteration 46Q: 3 clusters Score -1.387833e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13878355.000000 Penalty: 13505.388672
	Iteration 47Q: 3 clusters Score -1.387836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -13878373.000000 Penalty: 13505.388672
	Iteration 48Q: 3 clusters Score -1.387837e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -13878393.000000 Penalty: 13505.388672
	Iteration 49Q: 3 clusters Score -1.387839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13878408.000000 Penalty: 13505.388672
	Iteration 50Q: 3 clusters Score -1.387841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -13878412.000000 Penalty: 13505.388672
	Iteration 51Q: 3 clusters Score -1.387841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13878426.000000 Penalty: 13505.388672
	Iteration 52Q: 3 clusters Score -1.387843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -13878425.000000 Penalty: 13505.388672
	Iteration 53Q: 3 clusters Score -1.387842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -13878438.000000 Penalty: 13505.388672
	Iteration 54Q: 3 clusters Score -1.387844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13878499.000000 Penalty: 13505.388672
	Iteration 55Q: 3 clusters Score -1.38785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -13878491.000000 Penalty: 13505.388672
	Iteration 56Q: 3 clusters Score -1.387849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13878520.000000 Penalty: 13505.388672
	Iteration 57Q: 3 clusters Score -1.387852e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -13878517.000000 Penalty: 13505.388672
	Iteration 58Q: 3 clusters Score -1.387852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -13878511.000000 Penalty: 13505.388672
	Iteration 59Q: 3 clusters Score -1.387851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13878530.000000 Penalty: 13505.388672
	Iteration 60F: 3 clusters Score -1.387853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -13878560.000000 Penalty: 13505.388672
	Iteration 61Q: 3 clusters Score -1.387856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -13878559.000000 Penalty: 13505.388672
	Iteration 62Q: 3 clusters Score -1.387856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -13878575.000000 Penalty: 13505.388672
	Iteration 63Q: 3 clusters Score -1.387858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -13878575.000000 Penalty: 13505.388672
	Iteration 64Q: 3 clusters Score -1.387858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -13878558.000000 Penalty: 13505.388672
	Iteration 65Q: 3 clusters Score -1.387856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -13878560.000000 Penalty: 13505.388672
	Iteration 66Q: 3 clusters Score -1.387856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -13878555.000000 Penalty: 13505.388672
	Iteration 67Q: 3 clusters Score -1.387856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -13878567.000000 Penalty: 13505.388672
	Iteration 68Q: 3 clusters Score -1.387857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -13878576.000000 Penalty: 13505.388672
	Iteration 69Q: 3 clusters Score -1.387858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -13878581.000000 Penalty: 13505.388672
	Iteration 70Q: 3 clusters Score -1.387858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -13878576.000000 Penalty: 13505.388672
	Iteration 71Q: 3 clusters Score -1.387858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13878596.000000 Penalty: 13505.388672
	Iteration 72Q: 3 clusters Score -1.38786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -13878596.000000 Penalty: 13505.388672
	Iteration 73Q: 3 clusters Score -1.38786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13878609.000000 Penalty: 13505.388672
	Iteration 74Q: 3 clusters Score -1.387861e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -13878632.000000 Penalty: 13505.388672
	Iteration 75Q: 3 clusters Score -1.387863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -13878631.000000 Penalty: 13505.388672
	Iteration 76Q: 3 clusters Score -1.387863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13878646.000000 Penalty: 13505.388672
	Iteration 77Q: 3 clusters Score -1.387865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13878662.000000 Penalty: 13505.388672
	Iteration 78Q: 3 clusters Score -1.387866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13878685.000000 Penalty: 13505.388672
	Iteration 79Q: 3 clusters Score -1.387868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13878677.000000 Penalty: 13505.388672
	Iteration 80F: 3 clusters Score -1.387868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13878682.000000 Penalty: 13505.388672
	Iteration 81Q: 3 clusters Score -1.387868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13878688.000000 Penalty: 13505.388672
	Iteration 82Q: 3 clusters Score -1.387869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13878685.000000 Penalty: 13505.388672
	Iteration 83Q: 3 clusters Score -1.387868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13878681.000000 Penalty: 13505.388672
	Iteration 84Q: 3 clusters Score -1.387868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13878692.000000 Penalty: 13505.388672
	Iteration 85Q: 3 clusters Score -1.387869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -13878714.000000 Penalty: 13505.388672
	Iteration 86Q: 3 clusters Score -1.387871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13878721.000000 Penalty: 13505.388672
	Iteration 87Q: 3 clusters Score -1.387872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -13878714.000000 Penalty: 13505.388672
	Iteration 88Q: 3 clusters Score -1.387871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -13878714.000000 Penalty: 13505.388672
	Iteration 89Q: 3 clusters Score -1.387871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13878718.000000 Penalty: 13505.388672
	Iteration 90Q: 3 clusters Score -1.387872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13878718.000000 Penalty: 13505.388672
	Iteration 91F: 3 clusters Score -1.387872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 18152 members 
Mstep: Class 3 contains 22805 members 
Mstep: Class 4 contains 119905 members 
Mstep: Class 5 contains 13173 members 
Mstep: Class 6 contains 96196 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 8 contains 16901 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 48603 members 
Mstep: Class 11 contains 58322 members 
Mstep: Class 12 contains 36871 members 
Mstep: Class 13 contains 41050 members 
Mstep: Class 14 contains 67672 members 
Mstep: Class 15 contains 15700 members 
Mstep: Class 16 contains 56050 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 64686 members 
Mstep: Class 20 contains 22925 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 15493 members 
Mstep: Class 24 contains 143045 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 19215 members 
Mstep: Class 27 contains 61378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272442048.000000 Penalty: 240310.328125
Iteration 159Q: 29 clusters Score -2.72442e+08 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 18161 members 
Mstep: Class 3 contains 22864 members 
Mstep: Class 4 contains 120315 members 
Mstep: Class 5 contains 13176 members 
Mstep: Class 6 contains 96431 members 
Mstep: Class 7 contains 12841 members 
Mstep: Class 8 contains 16958 members 
Mstep: Class 9 contains 11506 members 
Mstep: Class 10 contains 48908 members 
Mstep: Class 11 contains 58012 members 
Mstep: Class 12 contains 36874 members 
Mstep: Class 13 contains 41708 members 
Mstep: Class 14 contains 67711 members 
Mstep: Class 15 contains 15706 members 
Mstep: Class 16 contains 56166 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 64704 members 
Mstep: Class 20 contains 22945 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 15494 members 
Mstep: Class 24 contains 143112 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 19218 members 
Mstep: Class 27 contains 61538 members 
Mstep: Class 28 contains 93218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444640.000000 Penalty: 240310.328125
Iteration 160F: 29 clusters Score -2.724446e+08 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117362 members 
Mstep: Class 2 contains 18158 members 
Mstep: Class 3 contains 22928 members 
Mstep: Class 4 contains 120474 members 
Mstep: Class 5 contains 13159 members 
Mstep: Class 6 contains 96558 members 
Mstep: Class 7 contains 14199 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 11516 members 
Mstep: Class 10 contains 48304 members 
Mstep: Class 11 contains 57702 members 
Mstep: Class 12 contains 36683 members 
Mstep: Class 13 contains 42280 members 
Mstep: Class 14 contains 67672 members 
Mstep: Class 15 contains 15584 members 
Mstep: Class 16 contains 56201 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 64734 members 
Mstep: Class 20 contains 22960 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 15497 members 
Mstep: Class 24 contains 143127 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 19235 members 
Mstep: Class 27 contains 61583 members 
Mstep: Class 28 contains 91985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446944.000000 Penalty: 240310.328125
Iteration 161Q: 29 clusters Score -2.724469e+08 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117446 members 
Mstep: Class 2 contains 18141 members 
Mstep: Class 3 contains 22982 members 
Mstep: Class 4 contains 120635 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 96655 members 
Mstep: Class 7 contains 15515 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 11531 members 
Mstep: Class 10 contains 47880 members 
Mstep: Class 11 contains 57405 members 
Mstep: Class 12 contains 36541 members 
Mstep: Class 13 contains 42891 members 
Mstep: Class 14 contains 67648 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 56239 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 6703 members 
Mstep: Class 19 contains 64730 members 
Mstep: Class 20 contains 22994 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 15501 members 
Mstep: Class 24 contains 143141 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 19261 members 
Mstep: Class 27 contains 61604 members 
Mstep: Class 28 contains 90519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447776.000000 Penalty: 240310.328125
Iteration 162Q: 29 clusters Score -2.724478e+08 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 18123 members 
Mstep: Class 3 contains 23036 members 
Mstep: Class 4 contains 120817 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 96703 members 
Mstep: Class 7 contains 16767 members 
Mstep: Class 8 contains 16965 members 
Mstep: Class 9 contains 11539 members 
Mstep: Class 10 contains 47533 members 
Mstep: Class 11 contains 57111 members 
Mstep: Class 12 contains 36427 members 
Mstep: Class 13 contains 43489 members 
Mstep: Class 14 contains 67641 members 
Mstep: Class 15 contains 15442 members 
Mstep: Class 16 contains 56292 members 
Mstep: Class 17 contains 15646 members 
Mstep: Class 18 contains 6712 members 
Mstep: Class 19 contains 64709 members 
Mstep: Class 20 contains 23024 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 16877 members 
Mstep: Class 23 contains 15505 members 
Mstep: Class 24 contains 143162 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 19286 members 
Mstep: Class 27 contains 61651 members 
Mstep: Class 28 contains 89018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272448352.000000 Penalty: 240310.328125
Iteration 163Q: 29 clusters Score -2.724484e+08 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117543 members 
Mstep: Class 2 contains 18105 members 
Mstep: Class 3 contains 23096 members 
Mstep: Class 4 contains 120965 members 
Mstep: Class 5 contains 13118 members 
Mstep: Class 6 contains 96719 members 
Mstep: Class 7 contains 17952 members 
Mstep: Class 8 contains 16968 members 
Mstep: Class 9 contains 11556 members 
Mstep: Class 10 contains 47265 members 
Mstep: Class 11 contains 56827 members 
Mstep: Class 12 contains 36342 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 67651 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 56322 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 64707 members 
Mstep: Class 20 contains 23059 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 16871 members 
Mstep: Class 23 contains 15515 members 
Mstep: Class 24 contains 143177 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 19319 members 
Mstep: Class 27 contains 61661 members 
Mstep: Class 28 contains 87578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272448672.000000 Penalty: 240310.328125
Iteration 164Q: 29 clusters Score -2.724487e+08 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117564 members 
Mstep: Class 2 contains 18089 members 
Mstep: Class 3 contains 23145 members 
Mstep: Class 4 contains 121131 members 
Mstep: Class 5 contains 13113 members 
Mstep: Class 6 contains 96711 members 
Mstep: Class 7 contains 19066 members 
Mstep: Class 8 contains 16978 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 47051 members 
Mstep: Class 11 contains 56591 members 
Mstep: Class 12 contains 36255 members 
Mstep: Class 13 contains 44502 members 
Mstep: Class 14 contains 67667 members 
Mstep: Class 15 contains 15352 members 
Mstep: Class 16 contains 56355 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 6728 members 
Mstep: Class 19 contains 64725 members 
Mstep: Class 20 contains 23093 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 16867 members 
Mstep: Class 23 contains 15528 members 
Mstep: Class 24 contains 143190 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 19361 members 
Mstep: Class 27 contains 61668 members 
Mstep: Class 28 contains 86149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272448736.000000 Penalty: 240310.328125
Iteration 165Q: 29 clusters Score -2.724487e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117606 members 
Mstep: Class 2 contains 18084 members 
Mstep: Class 3 contains 23209 members 
Mstep: Class 4 contains 121278 members 
Mstep: Class 5 contains 13108 members 
Mstep: Class 6 contains 96694 members 
Mstep: Class 7 contains 20153 members 
Mstep: Class 8 contains 16972 members 
Mstep: Class 9 contains 11573 members 
Mstep: Class 10 contains 46861 members 
Mstep: Class 11 contains 56388 members 
Mstep: Class 12 contains 36185 members 
Mstep: Class 13 contains 44968 members 
Mstep: Class 14 contains 67656 members 
Mstep: Class 15 contains 15318 members 
Mstep: Class 16 contains 56404 members 
Mstep: Class 17 contains 15647 members 
Mstep: Class 18 contains 6744 members 
Mstep: Class 19 contains 64728 members 
Mstep: Class 20 contains 23127 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 16865 members 
Mstep: Class 23 contains 15535 members 
Mstep: Class 24 contains 143185 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 19395 members 
Mstep: Class 27 contains 61691 members 
Mstep: Class 28 contains 84714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272448928.000000 Penalty: 240310.328125
Iteration 166Q: 29 clusters Score -2.724489e+08 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117637 members 
Mstep: Class 2 contains 18073 members 
Mstep: Class 3 contains 23259 members 
Mstep: Class 4 contains 121439 members 
Mstep: Class 5 contains 13094 members 
Mstep: Class 6 contains 96681 members 
Mstep: Class 7 contains 21160 members 
Mstep: Class 8 contains 16971 members 
Mstep: Class 9 contains 11575 members 
Mstep: Class 10 contains 46721 members 
Mstep: Class 11 contains 56186 members 
Mstep: Class 12 contains 36111 members 
Mstep: Class 13 contains 45421 members 
Mstep: Class 14 contains 67644 members 
Mstep: Class 15 contains 15300 members 
Mstep: Class 16 contains 56430 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 6755 members 
Mstep: Class 19 contains 64739 members 
Mstep: Class 20 contains 23168 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 16861 members 
Mstep: Class 23 contains 15539 members 
Mstep: Class 24 contains 143190 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 19431 members 
Mstep: Class 27 contains 61727 members 
Mstep: Class 28 contains 83327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449088.000000 Penalty: 240310.328125
Iteration 167Q: 29 clusters Score -2.724491e+08 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117666 members 
Mstep: Class 2 contains 18058 members 
Mstep: Class 3 contains 23306 members 
Mstep: Class 4 contains 121597 members 
Mstep: Class 5 contains 13073 members 
Mstep: Class 6 contains 96644 members 
Mstep: Class 7 contains 22137 members 
Mstep: Class 8 contains 16980 members 
Mstep: Class 9 contains 11583 members 
Mstep: Class 10 contains 46620 members 
Mstep: Class 11 contains 56005 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 45845 members 
Mstep: Class 14 contains 67650 members 
Mstep: Class 15 contains 15278 members 
Mstep: Class 16 contains 56463 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 64744 members 
Mstep: Class 20 contains 23202 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 16861 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 143204 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 19458 members 
Mstep: Class 27 contains 61754 members 
Mstep: Class 28 contains 81984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449408.000000 Penalty: 240310.328125
Iteration 168Q: 29 clusters Score -2.724494e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117672 members 
Mstep: Class 2 contains 18051 members 
Mstep: Class 3 contains 23357 members 
Mstep: Class 4 contains 121731 members 
Mstep: Class 5 contains 13065 members 
Mstep: Class 6 contains 96579 members 
Mstep: Class 7 contains 23099 members 
Mstep: Class 8 contains 16974 members 
Mstep: Class 9 contains 11584 members 
Mstep: Class 10 contains 46548 members 
Mstep: Class 11 contains 55851 members 
Mstep: Class 12 contains 35965 members 
Mstep: Class 13 contains 46239 members 
Mstep: Class 14 contains 67640 members 
Mstep: Class 15 contains 15261 members 
Mstep: Class 16 contains 56488 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 6766 members 
Mstep: Class 19 contains 64738 members 
Mstep: Class 20 contains 23238 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 16859 members 
Mstep: Class 23 contains 15541 members 
Mstep: Class 24 contains 143210 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 19484 members 
Mstep: Class 27 contains 61773 members 
Mstep: Class 28 contains 80722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449216.000000 Penalty: 240310.328125
Iteration 169Q: 29 clusters Score -2.724492e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117699 members 
Mstep: Class 2 contains 18051 members 
Mstep: Class 3 contains 23399 members 
Mstep: Class 4 contains 121830 members 
Mstep: Class 5 contains 13055 members 
Mstep: Class 6 contains 96492 members 
Mstep: Class 7 contains 23991 members 
Mstep: Class 8 contains 16975 members 
Mstep: Class 9 contains 11584 members 
Mstep: Class 10 contains 46495 members 
Mstep: Class 11 contains 55726 members 
Mstep: Class 12 contains 35906 members 
Mstep: Class 13 contains 46598 members 
Mstep: Class 14 contains 67626 members 
Mstep: Class 15 contains 15245 members 
Mstep: Class 16 contains 56481 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 6780 members 
Mstep: Class 19 contains 64726 members 
Mstep: Class 20 contains 23268 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16857 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 143204 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 19509 members 
Mstep: Class 27 contains 61805 members 
Mstep: Class 28 contains 79586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449376.000000 Penalty: 240310.328125
Iteration 170Q: 29 clusters Score -2.724494e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117720 members 
Mstep: Class 2 contains 18040 members 
Mstep: Class 3 contains 23438 members 
Mstep: Class 4 contains 121921 members 
Mstep: Class 5 contains 13037 members 
Mstep: Class 6 contains 96394 members 
Mstep: Class 7 contains 24904 members 
Mstep: Class 8 contains 16977 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 46449 members 
Mstep: Class 11 contains 55622 members 
Mstep: Class 12 contains 35831 members 
Mstep: Class 13 contains 46965 members 
Mstep: Class 14 contains 67594 members 
Mstep: Class 15 contains 15233 members 
Mstep: Class 16 contains 56471 members 
Mstep: Class 17 contains 15660 members 
Mstep: Class 18 contains 6811 members 
Mstep: Class 19 contains 64715 members 
Mstep: Class 20 contains 23301 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16855 members 
Mstep: Class 23 contains 15541 members 
Mstep: Class 24 contains 143219 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 19524 members 
Mstep: Class 27 contains 61837 members 
Mstep: Class 28 contains 78449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449632.000000 Penalty: 240310.328125
Iteration 171Q: 29 clusters Score -2.724496e+08 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117734 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 23471 members 
Mstep: Class 4 contains 122000 members 
Mstep: Class 5 contains 13032 members 
Mstep: Class 6 contains 96303 members 
Mstep: Class 7 contains 25733 members 
Mstep: Class 8 contains 16969 members 
Mstep: Class 9 contains 11574 members 
Mstep: Class 10 contains 46414 members 
Mstep: Class 11 contains 55546 members 
Mstep: Class 12 contains 35784 members 
Mstep: Class 13 contains 47316 members 
Mstep: Class 14 contains 67587 members 
Mstep: Class 15 contains 15213 members 
Mstep: Class 16 contains 56469 members 
Mstep: Class 17 contains 15664 members 
Mstep: Class 18 contains 6835 members 
Mstep: Class 19 contains 64691 members 
Mstep: Class 20 contains 23341 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16852 members 
Mstep: Class 23 contains 15547 members 
Mstep: Class 24 contains 143233 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 19536 members 
Mstep: Class 27 contains 61850 members 
Mstep: Class 28 contains 77349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449952.000000 Penalty: 240310.328125
Iteration 172Q: 29 clusters Score -2.7245e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117734 members 
Mstep: Class 2 contains 18042 members 
Mstep: Class 3 contains 23492 members 
Mstep: Class 4 contains 122096 members 
Mstep: Class 5 contains 13029 members 
Mstep: Class 6 contains 96205 members 
Mstep: Class 7 contains 26488 members 
Mstep: Class 8 contains 16967 members 
Mstep: Class 9 contains 11573 members 
Mstep: Class 10 contains 46411 members 
Mstep: Class 11 contains 55488 members 
Mstep: Class 12 contains 35737 members 
Mstep: Class 13 contains 47618 members 
Mstep: Class 14 contains 67570 members 
Mstep: Class 15 contains 15202 members 
Mstep: Class 16 contains 56469 members 
Mstep: Class 17 contains 15665 members 
Mstep: Class 18 contains 6852 members 
Mstep: Class 19 contains 64673 members 
Mstep: Class 20 contains 23379 members 
Mstep: Class 21 contains 2465 members 
Mstep: Class 22 contains 16852 members 
Mstep: Class 23 contains 15552 members 
Mstep: Class 24 contains 143232 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 19544 members 
Mstep: Class 27 contains 61873 members 
Mstep: Class 28 contains 76345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450048.000000 Penalty: 240310.328125
Iteration 173Q: 29 clusters Score -2.7245e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117740 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 23528 members 
Mstep: Class 4 contains 122185 members 
Mstep: Class 5 contains 13031 members 
Mstep: Class 6 contains 96119 members 
Mstep: Class 7 contains 27182 members 
Mstep: Class 8 contains 16973 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 46413 members 
Mstep: Class 11 contains 55431 members 
Mstep: Class 12 contains 35685 members 
Mstep: Class 13 contains 47877 members 
Mstep: Class 14 contains 67551 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 56468 members 
Mstep: Class 17 contains 15667 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 64643 members 
Mstep: Class 20 contains 23427 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16852 members 
Mstep: Class 23 contains 15555 members 
Mstep: Class 24 contains 143233 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 19554 members 
Mstep: Class 27 contains 61905 members 
Mstep: Class 28 contains 75397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450336.000000 Penalty: 240310.328125
Iteration 174Q: 29 clusters Score -2.724503e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117761 members 
Mstep: Class 2 contains 18036 members 
Mstep: Class 3 contains 23555 members 
Mstep: Class 4 contains 122257 members 
Mstep: Class 5 contains 13032 members 
Mstep: Class 6 contains 96039 members 
Mstep: Class 7 contains 27799 members 
Mstep: Class 8 contains 16979 members 
Mstep: Class 9 contains 11559 members 
Mstep: Class 10 contains 46454 members 
Mstep: Class 11 contains 55366 members 
Mstep: Class 12 contains 35638 members 
Mstep: Class 13 contains 48124 members 
Mstep: Class 14 contains 67534 members 
Mstep: Class 15 contains 15173 members 
Mstep: Class 16 contains 56456 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 64612 members 
Mstep: Class 20 contains 23472 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16849 members 
Mstep: Class 23 contains 15557 members 
Mstep: Class 24 contains 143235 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 19557 members 
Mstep: Class 27 contains 61930 members 
Mstep: Class 28 contains 74552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450336.000000 Penalty: 240310.328125
Iteration 175Q: 29 clusters Score -2.724503e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117775 members 
Mstep: Class 2 contains 18032 members 
Mstep: Class 3 contains 23595 members 
Mstep: Class 4 contains 122312 members 
Mstep: Class 5 contains 13028 members 
Mstep: Class 6 contains 95969 members 
Mstep: Class 7 contains 28382 members 
Mstep: Class 8 contains 16983 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 46530 members 
Mstep: Class 11 contains 55315 members 
Mstep: Class 12 contains 35604 members 
Mstep: Class 13 contains 48377 members 
Mstep: Class 14 contains 67533 members 
Mstep: Class 15 contains 15156 members 
Mstep: Class 16 contains 56442 members 
Mstep: Class 17 contains 15673 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 64592 members 
Mstep: Class 20 contains 23498 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16846 members 
Mstep: Class 23 contains 15558 members 
Mstep: Class 24 contains 143229 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 19563 members 
Mstep: Class 27 contains 61942 members 
Mstep: Class 28 contains 73688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450368.000000 Penalty: 240310.328125
Iteration 176Q: 29 clusters Score -2.724504e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117790 members 
Mstep: Class 2 contains 18023 members 
Mstep: Class 3 contains 23615 members 
Mstep: Class 4 contains 122359 members 
Mstep: Class 5 contains 13020 members 
Mstep: Class 6 contains 95911 members 
Mstep: Class 7 contains 28965 members 
Mstep: Class 8 contains 16991 members 
Mstep: Class 9 contains 11548 members 
Mstep: Class 10 contains 46586 members 
Mstep: Class 11 contains 55280 members 
Mstep: Class 12 contains 35567 members 
Mstep: Class 13 contains 48606 members 
Mstep: Class 14 contains 67522 members 
Mstep: Class 15 contains 15150 members 
Mstep: Class 16 contains 56405 members 
Mstep: Class 17 contains 15674 members 
Mstep: Class 18 contains 6930 members 
Mstep: Class 19 contains 64563 members 
Mstep: Class 20 contains 23539 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16846 members 
Mstep: Class 23 contains 15560 members 
Mstep: Class 24 contains 143217 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 19569 members 
Mstep: Class 27 contains 61937 members 
Mstep: Class 28 contains 72916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450752.000000 Penalty: 240310.328125
Iteration 177Q: 29 clusters Score -2.724508e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117793 members 
Mstep: Class 2 contains 18021 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 122409 members 
Mstep: Class 5 contains 13017 members 
Mstep: Class 6 contains 95839 members 
Mstep: Class 7 contains 29453 members 
Mstep: Class 8 contains 16988 members 
Mstep: Class 9 contains 11542 members 
Mstep: Class 10 contains 46641 members 
Mstep: Class 11 contains 55247 members 
Mstep: Class 12 contains 35545 members 
Mstep: Class 13 contains 48849 members 
Mstep: Class 14 contains 67526 members 
Mstep: Class 15 contains 15148 members 
Mstep: Class 16 contains 56398 members 
Mstep: Class 17 contains 15674 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 64546 members 
Mstep: Class 20 contains 23572 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16844 members 
Mstep: Class 23 contains 15562 members 
Mstep: Class 24 contains 143204 members 
Mstep: Class 25 contains 882 members 
Mstep: Class 26 contains 19574 members 
Mstep: Class 27 contains 61936 members 
Mstep: Class 28 contains 72171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450176.000000 Penalty: 240310.328125
Iteration 178Q: 29 clusters Score -2.724502e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117805 members 
Mstep: Class 2 contains 18013 members 
Mstep: Class 3 contains 23658 members 
Mstep: Class 4 contains 122450 members 
Mstep: Class 5 contains 13018 members 
Mstep: Class 6 contains 95756 members 
Mstep: Class 7 contains 29911 members 
Mstep: Class 8 contains 16985 members 
Mstep: Class 9 contains 11541 members 
Mstep: Class 10 contains 46695 members 
Mstep: Class 11 contains 55220 members 
Mstep: Class 12 contains 35535 members 
Mstep: Class 13 contains 49058 members 
Mstep: Class 14 contains 67523 members 
Mstep: Class 15 contains 15147 members 
Mstep: Class 16 contains 56379 members 
Mstep: Class 17 contains 15677 members 
Mstep: Class 18 contains 6978 members 
Mstep: Class 19 contains 64535 members 
Mstep: Class 20 contains 23595 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16842 members 
Mstep: Class 23 contains 15563 members 
Mstep: Class 24 contains 143193 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 19575 members 
Mstep: Class 27 contains 61926 members 
Mstep: Class 28 contains 71508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450208.000000 Penalty: 240310.328125
Iteration 179Q: 29 clusters Score -2.724502e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117816 members 
Mstep: Class 2 contains 18002 members 
Mstep: Class 3 contains 23671 members 
Mstep: Class 4 contains 122482 members 
Mstep: Class 5 contains 13014 members 
Mstep: Class 6 contains 95689 members 
Mstep: Class 7 contains 30324 members 
Mstep: Class 8 contains 16982 members 
Mstep: Class 9 contains 11538 members 
Mstep: Class 10 contains 46774 members 
Mstep: Class 11 contains 55197 members 
Mstep: Class 12 contains 35508 members 
Mstep: Class 13 contains 49227 members 
Mstep: Class 14 contains 67510 members 
Mstep: Class 15 contains 15150 members 
Mstep: Class 16 contains 56350 members 
Mstep: Class 17 contains 15678 members 
Mstep: Class 18 contains 7008 members 
Mstep: Class 19 contains 64513 members 
Mstep: Class 20 contains 23621 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16842 members 
Mstep: Class 23 contains 15564 members 
Mstep: Class 24 contains 143188 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 19578 members 
Mstep: Class 27 contains 61933 members 
Mstep: Class 28 contains 70926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450304.000000 Penalty: 240310.328125
Iteration 180F: 29 clusters Score -2.724503e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117818 members 
Mstep: Class 2 contains 17999 members 
Mstep: Class 3 contains 23695 members 
Mstep: Class 4 contains 122496 members 
Mstep: Class 5 contains 13012 members 
Mstep: Class 6 contains 95643 members 
Mstep: Class 7 contains 30682 members 
Mstep: Class 8 contains 16974 members 
Mstep: Class 9 contains 11532 members 
Mstep: Class 10 contains 46824 members 
Mstep: Class 11 contains 55164 members 
Mstep: Class 12 contains 35495 members 
Mstep: Class 13 contains 49398 members 
Mstep: Class 14 contains 67495 members 
Mstep: Class 15 contains 15146 members 
Mstep: Class 16 contains 56342 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 7026 members 
Mstep: Class 19 contains 64501 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16843 members 
Mstep: Class 23 contains 15567 members 
Mstep: Class 24 contains 143176 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 19584 members 
Mstep: Class 27 contains 61952 members 
Mstep: Class 28 contains 70397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450496.000000 Penalty: 240310.328125
Iteration 181Q: 29 clusters Score -2.724505e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117832 members 
Mstep: Class 2 contains 18002 members 
Mstep: Class 3 contains 23722 members 
Mstep: Class 4 contains 122518 members 
Mstep: Class 5 contains 13008 members 
Mstep: Class 6 contains 95597 members 
Mstep: Class 7 contains 31004 members 
Mstep: Class 8 contains 16962 members 
Mstep: Class 9 contains 11526 members 
Mstep: Class 10 contains 46897 members 
Mstep: Class 11 contains 55141 members 
Mstep: Class 12 contains 35483 members 
Mstep: Class 13 contains 49552 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 15145 members 
Mstep: Class 16 contains 56318 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 7035 members 
Mstep: Class 19 contains 64491 members 
Mstep: Class 20 contains 23659 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16841 members 
Mstep: Class 23 contains 15571 members 
Mstep: Class 24 contains 143152 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 19586 members 
Mstep: Class 27 contains 61967 members 
Mstep: Class 28 contains 69919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450304.000000 Penalty: 240310.328125
Iteration 182Q: 29 clusters Score -2.724503e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117847 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23738 members 
Mstep: Class 4 contains 122535 members 
Mstep: Class 5 contains 13002 members 
Mstep: Class 6 contains 95524 members 
Mstep: Class 7 contains 31305 members 
Mstep: Class 8 contains 16962 members 
Mstep: Class 9 contains 11518 members 
Mstep: Class 10 contains 46946 members 
Mstep: Class 11 contains 55121 members 
Mstep: Class 12 contains 35476 members 
Mstep: Class 13 contains 49703 members 
Mstep: Class 14 contains 67457 members 
Mstep: Class 15 contains 15156 members 
Mstep: Class 16 contains 56290 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 7053 members 
Mstep: Class 19 contains 64477 members 
Mstep: Class 20 contains 23680 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16841 members 
Mstep: Class 23 contains 15576 members 
Mstep: Class 24 contains 143146 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 61984 members 
Mstep: Class 28 contains 69474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450304.000000 Penalty: 240310.328125
Iteration 183Q: 29 clusters Score -2.724503e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 18007 members 
Mstep: Class 3 contains 23767 members 
Mstep: Class 4 contains 122541 members 
Mstep: Class 5 contains 13001 members 
Mstep: Class 6 contains 95459 members 
Mstep: Class 7 contains 31557 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 11520 members 
Mstep: Class 10 contains 46983 members 
Mstep: Class 11 contains 55105 members 
Mstep: Class 12 contains 35471 members 
Mstep: Class 13 contains 49844 members 
Mstep: Class 14 contains 67458 members 
Mstep: Class 15 contains 15150 members 
Mstep: Class 16 contains 56254 members 
Mstep: Class 17 contains 15680 members 
Mstep: Class 18 contains 7063 members 
Mstep: Class 19 contains 64467 members 
Mstep: Class 20 contains 23698 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16840 members 
Mstep: Class 23 contains 15580 members 
Mstep: Class 24 contains 143133 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19585 members 
Mstep: Class 27 contains 61993 members 
Mstep: Class 28 contains 69121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450240.000000 Penalty: 240310.328125
Iteration 184Q: 29 clusters Score -2.724502e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117846 members 
Mstep: Class 2 contains 18015 members 
Mstep: Class 3 contains 23781 members 
Mstep: Class 4 contains 122553 members 
Mstep: Class 5 contains 13003 members 
Mstep: Class 6 contains 95405 members 
Mstep: Class 7 contains 31762 members 
Mstep: Class 8 contains 16956 members 
Mstep: Class 9 contains 11519 members 
Mstep: Class 10 contains 47014 members 
Mstep: Class 11 contains 55096 members 
Mstep: Class 12 contains 35465 members 
Mstep: Class 13 contains 49974 members 
Mstep: Class 14 contains 67459 members 
Mstep: Class 15 contains 15148 members 
Mstep: Class 16 contains 56234 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 64458 members 
Mstep: Class 20 contains 23711 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16840 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 143123 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19585 members 
Mstep: Class 27 contains 62006 members 
Mstep: Class 28 contains 68790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450080.000000 Penalty: 240310.328125
Iteration 185Q: 29 clusters Score -2.724501e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 18013 members 
Mstep: Class 3 contains 23799 members 
Mstep: Class 4 contains 122561 members 
Mstep: Class 5 contains 13001 members 
Mstep: Class 6 contains 95349 members 
Mstep: Class 7 contains 31940 members 
Mstep: Class 8 contains 16947 members 
Mstep: Class 9 contains 11519 members 
Mstep: Class 10 contains 47048 members 
Mstep: Class 11 contains 55085 members 
Mstep: Class 12 contains 35443 members 
Mstep: Class 13 contains 50101 members 
Mstep: Class 14 contains 67466 members 
Mstep: Class 15 contains 15150 members 
Mstep: Class 16 contains 56221 members 
Mstep: Class 17 contains 15680 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 64445 members 
Mstep: Class 20 contains 23721 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16838 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 143134 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19587 members 
Mstep: Class 27 contains 62013 members 
Mstep: Class 28 contains 68505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450304.000000 Penalty: 240310.328125
Iteration 186Q: 29 clusters Score -2.724503e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117852 members 
Mstep: Class 2 contains 18014 members 
Mstep: Class 3 contains 23807 members 
Mstep: Class 4 contains 122568 members 
Mstep: Class 5 contains 13001 members 
Mstep: Class 6 contains 95283 members 
Mstep: Class 7 contains 32108 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 11515 members 
Mstep: Class 10 contains 47068 members 
Mstep: Class 11 contains 55075 members 
Mstep: Class 12 contains 35435 members 
Mstep: Class 13 contains 50232 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 15155 members 
Mstep: Class 16 contains 56218 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 7092 members 
Mstep: Class 19 contains 64437 members 
Mstep: Class 20 contains 23730 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16836 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 143138 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19586 members 
Mstep: Class 27 contains 62016 members 
Mstep: Class 28 contains 68238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450400.000000 Penalty: 240310.328125
Iteration 187Q: 29 clusters Score -2.724504e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117858 members 
Mstep: Class 2 contains 18020 members 
Mstep: Class 3 contains 23822 members 
Mstep: Class 4 contains 122565 members 
Mstep: Class 5 contains 13000 members 
Mstep: Class 6 contains 95232 members 
Mstep: Class 7 contains 32257 members 
Mstep: Class 8 contains 16947 members 
Mstep: Class 9 contains 11517 members 
Mstep: Class 10 contains 47085 members 
Mstep: Class 11 contains 55074 members 
Mstep: Class 12 contains 35423 members 
Mstep: Class 13 contains 50347 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 15156 members 
Mstep: Class 16 contains 56200 members 
Mstep: Class 17 contains 15680 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 64422 members 
Mstep: Class 20 contains 23747 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16836 members 
Mstep: Class 23 contains 15582 members 
Mstep: Class 24 contains 143135 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19585 members 
Mstep: Class 27 contains 62020 members 
Mstep: Class 28 contains 67990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450240.000000 Penalty: 240310.328125
Iteration 188Q: 29 clusters Score -2.724502e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117859 members 
Mstep: Class 2 contains 18024 members 
Mstep: Class 3 contains 23835 members 
Mstep: Class 4 contains 122560 members 
Mstep: Class 5 contains 12998 members 
Mstep: Class 6 contains 95194 members 
Mstep: Class 7 contains 32378 members 
Mstep: Class 8 contains 16955 members 
Mstep: Class 9 contains 11515 members 
Mstep: Class 10 contains 47098 members 
Mstep: Class 11 contains 55062 members 
Mstep: Class 12 contains 35415 members 
Mstep: Class 13 contains 50442 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 15159 members 
Mstep: Class 16 contains 56186 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 7109 members 
Mstep: Class 19 contains 64410 members 
Mstep: Class 20 contains 23759 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16835 members 
Mstep: Class 23 contains 15582 members 
Mstep: Class 24 contains 143136 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19586 members 
Mstep: Class 27 contains 62025 members 
Mstep: Class 28 contains 67793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450272.000000 Penalty: 240310.328125
Iteration 189Q: 29 clusters Score -2.724503e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117864 members 
Mstep: Class 2 contains 18024 members 
Mstep: Class 3 contains 23844 members 
Mstep: Class 4 contains 122560 members 
Mstep: Class 5 contains 13000 members 
Mstep: Class 6 contains 95147 members 
Mstep: Class 7 contains 32493 members 
Mstep: Class 8 contains 16955 members 
Mstep: Class 9 contains 11514 members 
Mstep: Class 10 contains 47114 members 
Mstep: Class 11 contains 55056 members 
Mstep: Class 12 contains 35411 members 
Mstep: Class 13 contains 50534 members 
Mstep: Class 14 contains 67487 members 
Mstep: Class 15 contains 15160 members 
Mstep: Class 16 contains 56176 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 64407 members 
Mstep: Class 20 contains 23773 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16835 members 
Mstep: Class 23 contains 15583 members 
Mstep: Class 24 contains 143131 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19586 members 
Mstep: Class 27 contains 62026 members 
Mstep: Class 28 contains 67606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450400.000000 Penalty: 240310.328125
Iteration 190Q: 29 clusters Score -2.724504e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 18021 members 
Mstep: Class 3 contains 23852 members 
Mstep: Class 4 contains 122563 members 
Mstep: Class 5 contains 12993 members 
Mstep: Class 6 contains 95109 members 
Mstep: Class 7 contains 32607 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11512 members 
Mstep: Class 10 contains 47125 members 
Mstep: Class 11 contains 55050 members 
Mstep: Class 12 contains 35415 members 
Mstep: Class 13 contains 50608 members 
Mstep: Class 14 contains 67493 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 56162 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7121 members 
Mstep: Class 19 contains 64405 members 
Mstep: Class 20 contains 23791 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16834 members 
Mstep: Class 23 contains 15583 members 
Mstep: Class 24 contains 143117 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19587 members 
Mstep: Class 27 contains 62029 members 
Mstep: Class 28 contains 67434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450400.000000 Penalty: 240310.328125
Iteration 191Q: 29 clusters Score -2.724504e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18016 members 
Mstep: Class 3 contains 23860 members 
Mstep: Class 4 contains 122565 members 
Mstep: Class 5 contains 12989 members 
Mstep: Class 6 contains 95066 members 
Mstep: Class 7 contains 32683 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11513 members 
Mstep: Class 10 contains 47136 members 
Mstep: Class 11 contains 55046 members 
Mstep: Class 12 contains 35409 members 
Mstep: Class 13 contains 50663 members 
Mstep: Class 14 contains 67495 members 
Mstep: Class 15 contains 15171 members 
Mstep: Class 16 contains 56146 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 7128 members 
Mstep: Class 19 contains 64407 members 
Mstep: Class 20 contains 23806 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16833 members 
Mstep: Class 23 contains 15583 members 
Mstep: Class 24 contains 143115 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19587 members 
Mstep: Class 27 contains 62037 members 
Mstep: Class 28 contains 67313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450240.000000 Penalty: 240310.328125
Iteration 192Q: 29 clusters Score -2.724502e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18016 members 
Mstep: Class 3 contains 23866 members 
Mstep: Class 4 contains 122573 members 
Mstep: Class 5 contains 12988 members 
Mstep: Class 6 contains 95030 members 
Mstep: Class 7 contains 32744 members 
Mstep: Class 8 contains 16950 members 
Mstep: Class 9 contains 11511 members 
Mstep: Class 10 contains 47152 members 
Mstep: Class 11 contains 55039 members 
Mstep: Class 12 contains 35411 members 
Mstep: Class 13 contains 50731 members 
Mstep: Class 14 contains 67493 members 
Mstep: Class 15 contains 15171 members 
Mstep: Class 16 contains 56133 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 7132 members 
Mstep: Class 19 contains 64414 members 
Mstep: Class 20 contains 23820 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16832 members 
Mstep: Class 23 contains 15583 members 
Mstep: Class 24 contains 143104 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19586 members 
Mstep: Class 27 contains 62042 members 
Mstep: Class 28 contains 67198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450272.000000 Penalty: 240310.328125
Iteration 193Q: 29 clusters Score -2.724503e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 18014 members 
Mstep: Class 3 contains 23871 members 
Mstep: Class 4 contains 122576 members 
Mstep: Class 5 contains 12991 members 
Mstep: Class 6 contains 94997 members 
Mstep: Class 7 contains 32793 members 
Mstep: Class 8 contains 16950 members 
Mstep: Class 9 contains 11507 members 
Mstep: Class 10 contains 47174 members 
Mstep: Class 11 contains 55031 members 
Mstep: Class 12 contains 35404 members 
Mstep: Class 13 contains 50796 members 
Mstep: Class 14 contains 67490 members 
Mstep: Class 15 contains 15175 members 
Mstep: Class 16 contains 56120 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 7135 members 
Mstep: Class 19 contains 64418 members 
Mstep: Class 20 contains 23840 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16832 members 
Mstep: Class 23 contains 15584 members 
Mstep: Class 24 contains 143087 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19586 members 
Mstep: Class 27 contains 62046 members 
Mstep: Class 28 contains 67107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450336.000000 Penalty: 240310.328125
Iteration 194Q: 29 clusters Score -2.724503e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18015 members 
Mstep: Class 3 contains 23876 members 
Mstep: Class 4 contains 122575 members 
Mstep: Class 5 contains 12993 members 
Mstep: Class 6 contains 94967 members 
Mstep: Class 7 contains 32841 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 11507 members 
Mstep: Class 10 contains 47184 members 
Mstep: Class 11 contains 55027 members 
Mstep: Class 12 contains 35396 members 
Mstep: Class 13 contains 50848 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 15175 members 
Mstep: Class 16 contains 56104 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 7141 members 
Mstep: Class 19 contains 64418 members 
Mstep: Class 20 contains 23855 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16832 members 
Mstep: Class 23 contains 15584 members 
Mstep: Class 24 contains 143078 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19587 members 
Mstep: Class 27 contains 62049 members 
Mstep: Class 28 contains 67032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450144.000000 Penalty: 240310.328125
Iteration 195Q: 29 clusters Score -2.724501e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117870 members 
Mstep: Class 2 contains 18014 members 
Mstep: Class 3 contains 23884 members 
Mstep: Class 4 contains 122578 members 
Mstep: Class 5 contains 13000 members 
Mstep: Class 6 contains 94951 members 
Mstep: Class 7 contains 32887 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 11505 members 
Mstep: Class 10 contains 47187 members 
Mstep: Class 11 contains 55021 members 
Mstep: Class 12 contains 35390 members 
Mstep: Class 13 contains 50889 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 15175 members 
Mstep: Class 16 contains 56094 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 7143 members 
Mstep: Class 19 contains 64419 members 
Mstep: Class 20 contains 23871 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16831 members 
Mstep: Class 23 contains 15584 members 
Mstep: Class 24 contains 143070 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19587 members 
Mstep: Class 27 contains 62057 members 
Mstep: Class 28 contains 66959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450144.000000 Penalty: 240310.328125
Iteration 196Q: 29 clusters Score -2.724501e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117872 members 
Mstep: Class 2 contains 18011 members 
Mstep: Class 3 contains 23885 members 
Mstep: Class 4 contains 122579 members 
Mstep: Class 5 contains 12995 members 
Mstep: Class 6 contains 94938 members 
Mstep: Class 7 contains 32927 members 
Mstep: Class 8 contains 16955 members 
Mstep: Class 9 contains 11505 members 
Mstep: Class 10 contains 47190 members 
Mstep: Class 11 contains 55017 members 
Mstep: Class 12 contains 35383 members 
Mstep: Class 13 contains 50921 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 15173 members 
Mstep: Class 16 contains 56085 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 7147 members 
Mstep: Class 19 contains 64414 members 
Mstep: Class 20 contains 23887 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16830 members 
Mstep: Class 23 contains 15585 members 
Mstep: Class 24 contains 143067 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 62062 members 
Mstep: Class 28 contains 66901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449952.000000 Penalty: 240310.328125
Iteration 197Q: 29 clusters Score -2.7245e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 18011 members 
Mstep: Class 3 contains 23884 members 
Mstep: Class 4 contains 122579 members 
Mstep: Class 5 contains 12997 members 
Mstep: Class 6 contains 94932 members 
Mstep: Class 7 contains 32963 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 11504 members 
Mstep: Class 10 contains 47190 members 
Mstep: Class 11 contains 55015 members 
Mstep: Class 12 contains 35373 members 
Mstep: Class 13 contains 50948 members 
Mstep: Class 14 contains 67472 members 
Mstep: Class 15 contains 15174 members 
Mstep: Class 16 contains 56076 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 7147 members 
Mstep: Class 19 contains 64410 members 
Mstep: Class 20 contains 23905 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16830 members 
Mstep: Class 23 contains 15585 members 
Mstep: Class 24 contains 143063 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 62063 members 
Mstep: Class 28 contains 66856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450048.000000 Penalty: 240310.328125
Iteration 198Q: 29 clusters Score -2.7245e+08 nChanged 157
Entering ConstructFrom: 
Score: -272450048.000000 Penalty: 240310.328125
Entering ConstructFrom: 
Trying to split cluster 1 (117877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117877 members 
Entering Unmasked Estep 
Score: -26791292.000000 Penalty: 7152.405762
	Iteration 0F: 2 clusters Score -2.679129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -26711386.000000 Penalty: 14304.811523
	Iteration 0F: 3 clusters Score -2.671139e+07 nChanged 54293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -26741438.000000 Penalty: 14304.811523
	Iteration 1F: 3 clusters Score -2.674144e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -26742528.000000 Penalty: 14304.811523
	Iteration 2Q: 3 clusters Score -2.674253e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -26743650.000000 Penalty: 14304.811523
	Iteration 3Q: 3 clusters Score -2.674365e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -26744662.000000 Penalty: 14304.811523
	Iteration 4Q: 3 clusters Score -2.674466e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -26745662.000000 Penalty: 14304.811523
	Iteration 5Q: 3 clusters Score -2.674566e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -26746632.000000 Penalty: 14304.811523
	Iteration 6Q: 3 clusters Score -2.674663e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -26747982.000000 Penalty: 14304.811523
	Iteration 7Q: 3 clusters Score -2.674798e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -26749968.000000 Penalty: 14304.811523
	Iteration 8Q: 3 clusters Score -2.674997e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -26753186.000000 Penalty: 14304.811523
	Iteration 9Q: 3 clusters Score -2.675319e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -26757738.000000 Penalty: 14304.811523
	Iteration 10F: 3 clusters Score -2.675774e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 93295 members 
Entering Unmasked Estep 
Score: -26763966.000000 Penalty: 14304.811523
	Iteration 11F: 3 clusters Score -2.676397e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 101007 members 
Entering Unmasked Estep 
Score: -26770676.000000 Penalty: 14304.811523
	Iteration 12F: 3 clusters Score -2.677068e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -26776240.000000 Penalty: 14304.811523
	Iteration 13F: 3 clusters Score -2.677624e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 111616 members 
Entering Unmasked Estep 
Score: -26780026.000000 Penalty: 14304.811523
	Iteration 14Q: 3 clusters Score -2.678003e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -26782264.000000 Penalty: 14304.811523
	Iteration 15Q: 3 clusters Score -2.678226e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 115559 members 
Entering Unmasked Estep 
Score: -26783580.000000 Penalty: 14304.811523
	Iteration 16Q: 3 clusters Score -2.678358e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 116243 members 
Entering Unmasked Estep 
Score: -26784148.000000 Penalty: 14304.811523
	Iteration 17Q: 3 clusters Score -2.678415e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 116593 members 
Entering Unmasked Estep 
Score: -26784422.000000 Penalty: 14304.811523
	Iteration 18Q: 3 clusters Score -2.678442e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -26784624.000000 Penalty: 14304.811523
	Iteration 19Q: 3 clusters Score -2.678462e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -26784738.000000 Penalty: 14304.811523
	Iteration 20F: 3 clusters Score -2.678474e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 116958 members 
Entering Unmasked Estep 
Score: -26784826.000000 Penalty: 14304.811523
	Iteration 21Q: 3 clusters Score -2.678483e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 116994 members 
Entering Unmasked Estep 
Score: -26784838.000000 Penalty: 14304.811523
	Iteration 22Q: 3 clusters Score -2.678484e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 117016 members 
Entering Unmasked Estep 
Score: -26784868.000000 Penalty: 14304.811523
	Iteration 23Q: 3 clusters Score -2.678487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 117032 members 
Entering Unmasked Estep 
Score: -26784890.000000 Penalty: 14304.811523
	Iteration 24Q: 3 clusters Score -2.678489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 117045 members 
Entering Unmasked Estep 
Score: -26784906.000000 Penalty: 14304.811523
	Iteration 25Q: 3 clusters Score -2.678491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 117051 members 
Entering Unmasked Estep 
Score: -26784906.000000 Penalty: 14304.811523
	Iteration 26Q: 3 clusters Score -2.678491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 117059 members 
Entering Unmasked Estep 
Score: -26784934.000000 Penalty: 14304.811523
	Iteration 27Q: 3 clusters Score -2.678493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 117068 members 
Entering Unmasked Estep 
Score: -26784928.000000 Penalty: 14304.811523
	Iteration 28Q: 3 clusters Score -2.678493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 117075 members 
Entering Unmasked Estep 
Score: -26784940.000000 Penalty: 14304.811523
	Iteration 29Q: 3 clusters Score -2.678494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117081 members 
Entering Unmasked Estep 
Score: -26784922.000000 Penalty: 14304.811523
	Iteration 30Q: 3 clusters Score -2.678492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 117090 members 
Entering Unmasked Estep 
Score: -26784936.000000 Penalty: 14304.811523
	Iteration 31Q: 3 clusters Score -2.678494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 117091 members 
Entering Unmasked Estep 
Score: -26784946.000000 Penalty: 14304.811523
	Iteration 32Q: 3 clusters Score -2.678495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
Score: -26784936.000000 Penalty: 14304.811523
	Iteration 33Q: 3 clusters Score -2.678494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
Score: -26784948.000000 Penalty: 14304.811523
	Iteration 34Q: 3 clusters Score -2.678495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
Score: -26784948.000000 Penalty: 14304.811523
	Iteration 35F: 3 clusters Score -2.678495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Entering Unmasked Estep 
Score: -3998057.750000 Penalty: 6001.659180
	Iteration 0F: 2 clusters Score -3998058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3982823.250000 Penalty: 12003.318359
	Iteration 0F: 3 clusters Score -3982823 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3986771.000000 Penalty: 12003.318359
	Iteration 1F: 3 clusters Score -3986771 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3987436.250000 Penalty: 12003.318359
	Iteration 2F: 3 clusters Score -3987436 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3987848.000000 Penalty: 12003.318359
	Iteration 3Q: 3 clusters Score -3987848 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3988200.000000 Penalty: 12003.318359
	Iteration 4Q: 3 clusters Score -3988200 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3988519.500000 Penalty: 12003.318359
	Iteration 5Q: 3 clusters Score -3988520 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3988804.500000 Penalty: 12003.318359
	Iteration 6Q: 3 clusters Score -3988804 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3989176.250000 Penalty: 12003.318359
	Iteration 7Q: 3 clusters Score -3989176 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3989601.500000 Penalty: 12003.318359
	Iteration 8Q: 3 clusters Score -3989602 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3990067.000000 Penalty: 12003.318359
	Iteration 9Q: 3 clusters Score -3990067 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3990595.000000 Penalty: 12003.318359
	Iteration 10Q: 3 clusters Score -3990595 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3991148.250000 Penalty: 12003.318359
	Iteration 11Q: 3 clusters Score -3991148 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3991660.500000 Penalty: 12003.318359
	Iteration 12Q: 3 clusters Score -3991660 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3992169.000000 Penalty: 12003.318359
	Iteration 13Q: 3 clusters Score -3992169 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3992561.750000 Penalty: 12003.318359
	Iteration 14Q: 3 clusters Score -3992562 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3992911.000000 Penalty: 12003.318359
	Iteration 15Q: 3 clusters Score -3992911 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3993227.000000 Penalty: 12003.318359
	Iteration 16Q: 3 clusters Score -3993227 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3993444.250000 Penalty: 12003.318359
	Iteration 17Q: 3 clusters Score -3993444 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3993592.000000 Penalty: 12003.318359
	Iteration 18Q: 3 clusters Score -3993592 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3993718.250000 Penalty: 12003.318359
	Iteration 19Q: 3 clusters Score -3993718 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3993806.250000 Penalty: 12003.318359
	Iteration 20F: 3 clusters Score -3993806 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3993869.250000 Penalty: 12003.318359
	Iteration 21Q: 3 clusters Score -3993869 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3993915.750000 Penalty: 12003.318359
	Iteration 22Q: 3 clusters Score -3993916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3993965.750000 Penalty: 12003.318359
	Iteration 23Q: 3 clusters Score -3993966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3993988.750000 Penalty: 12003.318359
	Iteration 24Q: 3 clusters Score -3993989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3994038.750000 Penalty: 12003.318359
	Iteration 25Q: 3 clusters Score -3994039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3994083.500000 Penalty: 12003.318359
	Iteration 26Q: 3 clusters Score -3994084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3994118.000000 Penalty: 12003.318359
	Iteration 27Q: 3 clusters Score -3994118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3994146.250000 Penalty: 12003.318359
	Iteration 28Q: 3 clusters Score -3994146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3994180.250000 Penalty: 12003.318359
	Iteration 29Q: 3 clusters Score -3994180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3994199.750000 Penalty: 12003.318359
	Iteration 30Q: 3 clusters Score -3994200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3994221.750000 Penalty: 12003.318359
	Iteration 31Q: 3 clusters Score -3994222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3994245.500000 Penalty: 12003.318359
	Iteration 32Q: 3 clusters Score -3994246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3994266.000000 Penalty: 12003.318359
	Iteration 33Q: 3 clusters Score -3994266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3994278.000000 Penalty: 12003.318359
	Iteration 34Q: 3 clusters Score -3994278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3994284.500000 Penalty: 12003.318359
	Iteration 35Q: 3 clusters Score -3994284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3994302.000000 Penalty: 12003.318359
	Iteration 36Q: 3 clusters Score -3994302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3994299.250000 Penalty: 12003.318359
	Iteration 37Q: 3 clusters Score -3994299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3994308.250000 Penalty: 12003.318359
	Iteration 38Q: 3 clusters Score -3994308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3994317.500000 Penalty: 12003.318359
	Iteration 39Q: 3 clusters Score -3994318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3994327.000000 Penalty: 12003.318359
	Iteration 40F: 3 clusters Score -3994327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3994324.000000 Penalty: 12003.318359
	Iteration 41Q: 3 clusters Score -3994324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3994343.000000 Penalty: 12003.318359
	Iteration 42Q: 3 clusters Score -3994343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3994355.250000 Penalty: 12003.318359
	Iteration 43Q: 3 clusters Score -3994355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3994361.500000 Penalty: 12003.318359
	Iteration 44Q: 3 clusters Score -3994362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3994370.000000 Penalty: 12003.318359
	Iteration 45Q: 3 clusters Score -3994370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3994369.500000 Penalty: 12003.318359
	Iteration 46Q: 3 clusters Score -3994370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3994377.750000 Penalty: 12003.318359
	Iteration 47Q: 3 clusters Score -3994378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3994369.750000 Penalty: 12003.318359
	Iteration 48Q: 3 clusters Score -3994370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3994372.750000 Penalty: 12003.318359
	Iteration 49Q: 3 clusters Score -3994373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3994375.000000 Penalty: 12003.318359
	Iteration 50Q: 3 clusters Score -3994375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3994374.500000 Penalty: 12003.318359
	Iteration 51Q: 3 clusters Score -3994374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3994374.750000 Penalty: 12003.318359
	Iteration 52Q: 3 clusters Score -3994375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3994378.750000 Penalty: 12003.318359
	Iteration 53Q: 3 clusters Score -3994379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3994381.250000 Penalty: 12003.318359
	Iteration 54Q: 3 clusters Score -3994381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3994374.750000 Penalty: 12003.318359
	Iteration 55Q: 3 clusters Score -3994375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3994374.750000 Penalty: 12003.318359
	Iteration 56F: 3 clusters Score -3994375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Entering Unmasked Estep 
Score: -5495680.500000 Penalty: 6174.590332
	Iteration 0F: 2 clusters Score -5495680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -5476766.000000 Penalty: 12349.180664
	Iteration 0F: 3 clusters Score -5476766 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -5482007.500000 Penalty: 12349.180664
	Iteration 1F: 3 clusters Score -5482008 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -5482639.500000 Penalty: 12349.180664
	Iteration 2F: 3 clusters Score -5482640 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -5483084.500000 Penalty: 12349.180664
	Iteration 3Q: 3 clusters Score -5483084 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -5483400.500000 Penalty: 12349.180664
	Iteration 4Q: 3 clusters Score -5483400 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5483685.000000 Penalty: 12349.180664
	Iteration 5Q: 3 clusters Score -5483685 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -5483920.000000 Penalty: 12349.180664
	Iteration 6Q: 3 clusters Score -5483920 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5484190.000000 Penalty: 12349.180664
	Iteration 7Q: 3 clusters Score -5484190 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -5484466.500000 Penalty: 12349.180664
	Iteration 8Q: 3 clusters Score -5484466 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -5484754.000000 Penalty: 12349.180664
	Iteration 9Q: 3 clusters Score -5484754 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -5485083.000000 Penalty: 12349.180664
	Iteration 10Q: 3 clusters Score -5485083 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -5485507.500000 Penalty: 12349.180664
	Iteration 11Q: 3 clusters Score -5485508 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -5486072.000000 Penalty: 12349.180664
	Iteration 12Q: 3 clusters Score -5486072 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5486694.000000 Penalty: 12349.180664
	Iteration 13Q: 3 clusters Score -5486694 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5487391.500000 Penalty: 12349.180664
	Iteration 14Q: 3 clusters Score -5487392 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -5488085.500000 Penalty: 12349.180664
	Iteration 15Q: 3 clusters Score -5488086 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5488598.500000 Penalty: 12349.180664
	Iteration 16Q: 3 clusters Score -5488598 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5489000.500000 Penalty: 12349.180664
	Iteration 17Q: 3 clusters Score -5489000 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5489344.000000 Penalty: 12349.180664
	Iteration 18Q: 3 clusters Score -5489344 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5489546.000000 Penalty: 12349.180664
	Iteration 19Q: 3 clusters Score -5489546 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5489713.500000 Penalty: 12349.180664
	Iteration 20F: 3 clusters Score -5489714 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5489823.000000 Penalty: 12349.180664
	Iteration 21Q: 3 clusters Score -5489823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5489915.000000 Penalty: 12349.180664
	Iteration 22Q: 3 clusters Score -5489915 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5489974.500000 Penalty: 12349.180664
	Iteration 23Q: 3 clusters Score -5489974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5490011.000000 Penalty: 12349.180664
	Iteration 24Q: 3 clusters Score -5490011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5490054.500000 Penalty: 12349.180664
	Iteration 25Q: 3 clusters Score -5490054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5490086.500000 Penalty: 12349.180664
	Iteration 26Q: 3 clusters Score -5490086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5490114.000000 Penalty: 12349.180664
	Iteration 27Q: 3 clusters Score -5490114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5490133.000000 Penalty: 12349.180664
	Iteration 28Q: 3 clusters Score -5490133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5490155.500000 Penalty: 12349.180664
	Iteration 29Q: 3 clusters Score -5490156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5490182.000000 Penalty: 12349.180664
	Iteration 30Q: 3 clusters Score -5490182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5490188.000000 Penalty: 12349.180664
	Iteration 31Q: 3 clusters Score -5490188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5490197.000000 Penalty: 12349.180664
	Iteration 32Q: 3 clusters Score -5490197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5490201.000000 Penalty: 12349.180664
	Iteration 33Q: 3 clusters Score -5490201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5490203.000000 Penalty: 12349.180664
	Iteration 34Q: 3 clusters Score -5490203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5490203.000000 Penalty: 12349.180664
	Iteration 35F: 3 clusters Score -5490203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (122580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122580 members 
Entering Unmasked Estep 
Score: -28249206.000000 Penalty: 7176.368164
	Iteration 0F: 2 clusters Score -2.824921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -28168208.000000 Penalty: 14352.736328
	Iteration 0F: 3 clusters Score -2.816821e+07 nChanged 56570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -28200284.000000 Penalty: 14352.736328
	Iteration 1F: 3 clusters Score -2.820028e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -28202240.000000 Penalty: 14352.736328
	Iteration 2Q: 3 clusters Score -2.820224e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -28204858.000000 Penalty: 14352.736328
	Iteration 3Q: 3 clusters Score -2.820486e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -28207626.000000 Penalty: 14352.736328
	Iteration 4Q: 3 clusters Score -2.820763e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -28210148.000000 Penalty: 14352.736328
	Iteration 5Q: 3 clusters Score -2.821015e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -28212592.000000 Penalty: 14352.736328
	Iteration 6Q: 3 clusters Score -2.821259e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -28214988.000000 Penalty: 14352.736328
	Iteration 7Q: 3 clusters Score -2.821499e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -28217392.000000 Penalty: 14352.736328
	Iteration 8Q: 3 clusters Score -2.821739e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -28219694.000000 Penalty: 14352.736328
	Iteration 9Q: 3 clusters Score -2.821969e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -28221952.000000 Penalty: 14352.736328
	Iteration 10Q: 3 clusters Score -2.822195e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -28224030.000000 Penalty: 14352.736328
	Iteration 11Q: 3 clusters Score -2.822403e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -28225856.000000 Penalty: 14352.736328
	Iteration 12Q: 3 clusters Score -2.822586e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -28227596.000000 Penalty: 14352.736328
	Iteration 13Q: 3 clusters Score -2.82276e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -28229046.000000 Penalty: 14352.736328
	Iteration 14Q: 3 clusters Score -2.822905e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -28230018.000000 Penalty: 14352.736328
	Iteration 15Q: 3 clusters Score -2.823002e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -28230754.000000 Penalty: 14352.736328
	Iteration 16Q: 3 clusters Score -2.823075e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -28231466.000000 Penalty: 14352.736328
	Iteration 17Q: 3 clusters Score -2.823147e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -28232048.000000 Penalty: 14352.736328
	Iteration 18Q: 3 clusters Score -2.823205e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -28232724.000000 Penalty: 14352.736328
	Iteration 19Q: 3 clusters Score -2.823272e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -28233328.000000 Penalty: 14352.736328
	Iteration 20F: 3 clusters Score -2.823333e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -28233904.000000 Penalty: 14352.736328
	Iteration 21Q: 3 clusters Score -2.82339e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 85359 members 
Entering Unmasked Estep 
Score: -28234570.000000 Penalty: 14352.736328
	Iteration 22Q: 3 clusters Score -2.823457e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 87224 members 
Entering Unmasked Estep 
Score: -28235132.000000 Penalty: 14352.736328
	Iteration 23Q: 3 clusters Score -2.823513e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -28235706.000000 Penalty: 14352.736328
	Iteration 24Q: 3 clusters Score -2.823571e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 90926 members 
Entering Unmasked Estep 
Score: -28236296.000000 Penalty: 14352.736328
	Iteration 25Q: 3 clusters Score -2.82363e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 92714 members 
Entering Unmasked Estep 
Score: -28236934.000000 Penalty: 14352.736328
	Iteration 26Q: 3 clusters Score -2.823693e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -28237472.000000 Penalty: 14352.736328
	Iteration 27Q: 3 clusters Score -2.823747e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -28237946.000000 Penalty: 14352.736328
	Iteration 28Q: 3 clusters Score -2.823795e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 98045 members 
Entering Unmasked Estep 
Score: -28238660.000000 Penalty: 14352.736328
	Iteration 29Q: 3 clusters Score -2.823866e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 99811 members 
Entering Unmasked Estep 
Score: -28239312.000000 Penalty: 14352.736328
	Iteration 30Q: 3 clusters Score -2.823931e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -28240060.000000 Penalty: 14352.736328
	Iteration 31Q: 3 clusters Score -2.824006e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 103278 members 
Entering Unmasked Estep 
Score: -28240926.000000 Penalty: 14352.736328
	Iteration 32Q: 3 clusters Score -2.824093e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -28241768.000000 Penalty: 14352.736328
	Iteration 33Q: 3 clusters Score -2.824177e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -28242588.000000 Penalty: 14352.736328
	Iteration 34Q: 3 clusters Score -2.824259e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -28243406.000000 Penalty: 14352.736328
	Iteration 35Q: 3 clusters Score -2.824341e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 109313 members 
Entering Unmasked Estep 
Score: -28244312.000000 Penalty: 14352.736328
	Iteration 36Q: 3 clusters Score -2.824431e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 110494 members 
Entering Unmasked Estep 
Score: -28245130.000000 Penalty: 14352.736328
	Iteration 37Q: 3 clusters Score -2.824513e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 111526 members 
Entering Unmasked Estep 
Score: -28245648.000000 Penalty: 14352.736328
	Iteration 38Q: 3 clusters Score -2.824565e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 112340 members 
Entering Unmasked Estep 
Score: -28246022.000000 Penalty: 14352.736328
	Iteration 39Q: 3 clusters Score -2.824602e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 112908 members 
Entering Unmasked Estep 
Score: -28246346.000000 Penalty: 14352.736328
	Iteration 40F: 3 clusters Score -2.824635e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 113414 members 
Entering Unmasked Estep 
Score: -28246554.000000 Penalty: 14352.736328
	Iteration 41Q: 3 clusters Score -2.824655e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
Score: -28246606.000000 Penalty: 14352.736328
	Iteration 42Q: 3 clusters Score -2.824661e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 114120 members 
Entering Unmasked Estep 
Score: -28246644.000000 Penalty: 14352.736328
	Iteration 43Q: 3 clusters Score -2.824664e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -28246686.000000 Penalty: 14352.736328
	Iteration 44Q: 3 clusters Score -2.824669e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 114543 members 
Entering Unmasked Estep 
Score: -28246690.000000 Penalty: 14352.736328
	Iteration 45Q: 3 clusters Score -2.824669e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 114697 members 
Entering Unmasked Estep 
Score: -28246672.000000 Penalty: 14352.736328
	Iteration 46Q: 3 clusters Score -2.824667e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 114814 members 
Entering Unmasked Estep 
Score: -28246692.000000 Penalty: 14352.736328
	Iteration 47Q: 3 clusters Score -2.824669e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 114909 members 
Entering Unmasked Estep 
Score: -28246704.000000 Penalty: 14352.736328
	Iteration 48Q: 3 clusters Score -2.82467e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 114995 members 
Entering Unmasked Estep 
Score: -28246720.000000 Penalty: 14352.736328
	Iteration 49Q: 3 clusters Score -2.824672e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 115060 members 
Entering Unmasked Estep 
Score: -28246716.000000 Penalty: 14352.736328
	Iteration 50Q: 3 clusters Score -2.824672e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 115114 members 
Entering Unmasked Estep 
Score: -28246750.000000 Penalty: 14352.736328
	Iteration 51Q: 3 clusters Score -2.824675e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 115159 members 
Entering Unmasked Estep 
Score: -28246784.000000 Penalty: 14352.736328
	Iteration 52Q: 3 clusters Score -2.824678e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 115202 members 
Entering Unmasked Estep 
Score: -28246720.000000 Penalty: 14352.736328
	Iteration 53Q: 3 clusters Score -2.824672e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 115235 members 
Entering Unmasked Estep 
Score: -28246720.000000 Penalty: 14352.736328
	Iteration 54Q: 3 clusters Score -2.824672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 115268 members 
Entering Unmasked Estep 
Score: -28246746.000000 Penalty: 14352.736328
	Iteration 55Q: 3 clusters Score -2.824675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 115303 members 
Entering Unmasked Estep 
Score: -28246760.000000 Penalty: 14352.736328
	Iteration 56Q: 3 clusters Score -2.824676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -28246792.000000 Penalty: 14352.736328
	Iteration 57Q: 3 clusters Score -2.824679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -28246804.000000 Penalty: 14352.736328
	Iteration 58Q: 3 clusters Score -2.82468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 115383 members 
Entering Unmasked Estep 
Score: -28246800.000000 Penalty: 14352.736328
	Iteration 59Q: 3 clusters Score -2.82468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -28246806.000000 Penalty: 14352.736328
	Iteration 60F: 3 clusters Score -2.824681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 115416 members 
Entering Unmasked Estep 
Score: -28246810.000000 Penalty: 14352.736328
	Iteration 61Q: 3 clusters Score -2.824681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -28246810.000000 Penalty: 14352.736328
	Iteration 62Q: 3 clusters Score -2.824681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 115439 members 
Entering Unmasked Estep 
Score: -28246800.000000 Penalty: 14352.736328
	Iteration 63Q: 3 clusters Score -2.82468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 115445 members 
Entering Unmasked Estep 
Score: -28246786.000000 Penalty: 14352.736328
	Iteration 64Q: 3 clusters Score -2.824679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -28246780.000000 Penalty: 14352.736328
	Iteration 65Q: 3 clusters Score -2.824678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 115453 members 
Entering Unmasked Estep 
Score: -28246788.000000 Penalty: 14352.736328
	Iteration 66Q: 3 clusters Score -2.824679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 115459 members 
Entering Unmasked Estep 
Score: -28246800.000000 Penalty: 14352.736328
	Iteration 67Q: 3 clusters Score -2.82468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -28246778.000000 Penalty: 14352.736328
	Iteration 68Q: 3 clusters Score -2.824678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -28246770.000000 Penalty: 14352.736328
	Iteration 69Q: 3 clusters Score -2.824677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 115461 members 
Entering Unmasked Estep 
Score: -28246776.000000 Penalty: 14352.736328
	Iteration 70Q: 3 clusters Score -2.824678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 115462 members 
Entering Unmasked Estep 
Score: -28246786.000000 Penalty: 14352.736328
	Iteration 71Q: 3 clusters Score -2.824679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 115462 members 
Entering Unmasked Estep 
Score: -28246786.000000 Penalty: 14352.736328
	Iteration 72F: 3 clusters Score -2.824679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Entering Unmasked Estep 
Score: -2955667.500000 Penalty: 5801.843262
	Iteration 0F: 2 clusters Score -2955668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2943590.000000 Penalty: 11603.686523
	Iteration 0F: 3 clusters Score -2943590 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2946394.500000 Penalty: 11603.686523
	Iteration 1F: 3 clusters Score -2946394 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
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Mstep: Class 1 contains 5776 members 
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Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5623 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5569 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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	Iteration 52Q: 3 clusters Score -2949588 nChanged 5
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	Iteration 53Q: 3 clusters Score -2949594 nChanged 8
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	Iteration 54Q: 3 clusters Score -2949600 nChanged 4
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	Iteration 58Q: 3 clusters Score -2949617 nChanged 9
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2949621 nChanged 14
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2949614 nChanged 12
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2949620 nChanged 7
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2949617 nChanged 5
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2949621 nChanged 5
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Mstep: Class 1 contains 5340 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2949618 nChanged 2
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	Iteration 66Q: 3 clusters Score -2949621 nChanged 5
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2949618 nChanged 2
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2949618 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7655 members 
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	Iteration 70Q: 3 clusters Score -2949619 nChanged 8
Entering Unmasked Mstep 
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	Iteration 71Q: 3 clusters Score -2949622 nChanged 6
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2949627 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2949629 nChanged 6
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2949626 nChanged 4
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	Iteration 75Q: 3 clusters Score -2949631 nChanged 9
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Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2949635 nChanged 10
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	Iteration 77Q: 3 clusters Score -2949640 nChanged 14
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	Iteration 78Q: 3 clusters Score -2949638 nChanged 13
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	Iteration 79Q: 3 clusters Score -2949644 nChanged 10
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	Iteration 80F: 3 clusters Score -2949649 nChanged 7
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	Iteration 81Q: 3 clusters Score -2949651 nChanged 7
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2949641 nChanged 11
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	Iteration 84Q: 3 clusters Score -2949654 nChanged 11
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	Iteration 85Q: 3 clusters Score -2949657 nChanged 17
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	Iteration 86Q: 3 clusters Score -2949660 nChanged 8
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	Iteration 87Q: 3 clusters Score -2949659 nChanged 3
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	Iteration 88Q: 3 clusters Score -2949662 nChanged 4
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	Iteration 89Q: 3 clusters Score -2949661 nChanged 5
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	Iteration 90Q: 3 clusters Score -2949664 nChanged 4
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	Iteration 91Q: 3 clusters Score -2949668 nChanged 4
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	Iteration 93Q: 3 clusters Score -2949665 nChanged 5
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	Iteration 94Q: 3 clusters Score -2949671 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2949668.500000 Penalty: 11603.686523
	Iteration 95Q: 3 clusters Score -2949668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2949668.250000 Penalty: 11603.686523
	Iteration 96Q: 3 clusters Score -2949668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2949673.500000 Penalty: 11603.686523
	Iteration 97Q: 3 clusters Score -2949674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2949676.750000 Penalty: 11603.686523
	Iteration 98Q: 3 clusters Score -2949677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2949680.500000 Penalty: 11603.686523
	Iteration 99Q: 3 clusters Score -2949680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2949679.500000 Penalty: 11603.686523
	Iteration 100F: 3 clusters Score -2949680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2949679.250000 Penalty: 11603.686523
	Iteration 101Q: 3 clusters Score -2949679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2949680.250000 Penalty: 11603.686523
	Iteration 102Q: 3 clusters Score -2949680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2949682.500000 Penalty: 11603.686523
	Iteration 103Q: 3 clusters Score -2949682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2949681.750000 Penalty: 11603.686523
	Iteration 104Q: 3 clusters Score -2949682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2949682.000000 Penalty: 11603.686523
	Iteration 105Q: 3 clusters Score -2949682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2949683.250000 Penalty: 11603.686523
	Iteration 106Q: 3 clusters Score -2949683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2949678.250000 Penalty: 11603.686523
	Iteration 107Q: 3 clusters Score -2949678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2949679.750000 Penalty: 11603.686523
	Iteration 108Q: 3 clusters Score -2949680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2949680.500000 Penalty: 11603.686523
	Iteration 109Q: 3 clusters Score -2949680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2949685.250000 Penalty: 11603.686523
	Iteration 110Q: 3 clusters Score -2949685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2949684.000000 Penalty: 11603.686523
	Iteration 111Q: 3 clusters Score -2949684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2949684.000000 Penalty: 11603.686523
	Iteration 112F: 3 clusters Score -2949684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (94919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Entering Unmasked Estep 
Score: -21867640.000000 Penalty: 7019.727051
	Iteration 0F: 2 clusters Score -2.186764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -21803612.000000 Penalty: 14039.454102
	Iteration 0F: 3 clusters Score -2.180361e+07 nChanged 43427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -21827114.000000 Penalty: 14039.454102
	Iteration 1F: 3 clusters Score -2.182711e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -21828324.000000 Penalty: 14039.454102
	Iteration 2Q: 3 clusters Score -2.182832e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -21829502.000000 Penalty: 14039.454102
	Iteration 3Q: 3 clusters Score -2.18295e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -21830690.000000 Penalty: 14039.454102
	Iteration 4Q: 3 clusters Score -2.183069e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -21831884.000000 Penalty: 14039.454102
	Iteration 5Q: 3 clusters Score -2.183188e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -21833276.000000 Penalty: 14039.454102
	Iteration 6Q: 3 clusters Score -2.183328e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -21834854.000000 Penalty: 14039.454102
	Iteration 7Q: 3 clusters Score -2.183485e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -21837088.000000 Penalty: 14039.454102
	Iteration 8Q: 3 clusters Score -2.183709e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -21839488.000000 Penalty: 14039.454102
	Iteration 9Q: 3 clusters Score -2.183949e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -21842416.000000 Penalty: 14039.454102
	Iteration 10F: 3 clusters Score -2.184242e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -21845534.000000 Penalty: 14039.454102
	Iteration 11F: 3 clusters Score -2.184553e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -21848506.000000 Penalty: 14039.454102
	Iteration 12Q: 3 clusters Score -2.184851e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 74047 members 
Entering Unmasked Estep 
Score: -21851446.000000 Penalty: 14039.454102
	Iteration 13Q: 3 clusters Score -2.185145e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -21853606.000000 Penalty: 14039.454102
	Iteration 14Q: 3 clusters Score -2.185361e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -21854856.000000 Penalty: 14039.454102
	Iteration 15Q: 3 clusters Score -2.185486e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -21855710.000000 Penalty: 14039.454102
	Iteration 16Q: 3 clusters Score -2.185571e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -21856450.000000 Penalty: 14039.454102
	Iteration 17Q: 3 clusters Score -2.185645e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 81873 members 
Entering Unmasked Estep 
Score: -21857046.000000 Penalty: 14039.454102
	Iteration 18Q: 3 clusters Score -2.185705e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 82938 members 
Entering Unmasked Estep 
Score: -21857658.000000 Penalty: 14039.454102
	Iteration 19Q: 3 clusters Score -2.185766e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -21858052.000000 Penalty: 14039.454102
	Iteration 20F: 3 clusters Score -2.185805e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -21858356.000000 Penalty: 14039.454102
	Iteration 21Q: 3 clusters Score -2.185836e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 85573 members 
Entering Unmasked Estep 
Score: -21858852.000000 Penalty: 14039.454102
	Iteration 22Q: 3 clusters Score -2.185885e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -21859222.000000 Penalty: 14039.454102
	Iteration 23Q: 3 clusters Score -2.185922e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -21859578.000000 Penalty: 14039.454102
	Iteration 24Q: 3 clusters Score -2.185958e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 87729 members 
Entering Unmasked Estep 
Score: -21859872.000000 Penalty: 14039.454102
	Iteration 25Q: 3 clusters Score -2.185987e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -21860156.000000 Penalty: 14039.454102
	Iteration 26Q: 3 clusters Score -2.186016e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -21860342.000000 Penalty: 14039.454102
	Iteration 27Q: 3 clusters Score -2.186034e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -21860434.000000 Penalty: 14039.454102
	Iteration 28Q: 3 clusters Score -2.186043e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -21860644.000000 Penalty: 14039.454102
	Iteration 29Q: 3 clusters Score -2.186064e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 90036 members 
Entering Unmasked Estep 
Score: -21860780.000000 Penalty: 14039.454102
	Iteration 30Q: 3 clusters Score -2.186078e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -21860964.000000 Penalty: 14039.454102
	Iteration 31Q: 3 clusters Score -2.186096e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 90561 members 
Entering Unmasked Estep 
Score: -21861082.000000 Penalty: 14039.454102
	Iteration 32Q: 3 clusters Score -2.186108e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -21861236.000000 Penalty: 14039.454102
	Iteration 33Q: 3 clusters Score -2.186124e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -21861310.000000 Penalty: 14039.454102
	Iteration 34Q: 3 clusters Score -2.186131e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -21861358.000000 Penalty: 14039.454102
	Iteration 35Q: 3 clusters Score -2.186136e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -21861432.000000 Penalty: 14039.454102
	Iteration 36Q: 3 clusters Score -2.186143e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -21861472.000000 Penalty: 14039.454102
	Iteration 37Q: 3 clusters Score -2.186147e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 91633 members 
Entering Unmasked Estep 
Score: -21861532.000000 Penalty: 14039.454102
	Iteration 38Q: 3 clusters Score -2.186153e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 91749 members 
Entering Unmasked Estep 
Score: -21861594.000000 Penalty: 14039.454102
	Iteration 39Q: 3 clusters Score -2.186159e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 91845 members 
Entering Unmasked Estep 
Score: -21861630.000000 Penalty: 14039.454102
	Iteration 40F: 3 clusters Score -2.186163e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -21861622.000000 Penalty: 14039.454102
	Iteration 41Q: 3 clusters Score -2.186162e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -21861666.000000 Penalty: 14039.454102
	Iteration 42Q: 3 clusters Score -2.186167e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -21861656.000000 Penalty: 14039.454102
	Iteration 43Q: 3 clusters Score -2.186166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -21861654.000000 Penalty: 14039.454102
	Iteration 44Q: 3 clusters Score -2.186165e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -21861686.000000 Penalty: 14039.454102
	Iteration 45Q: 3 clusters Score -2.186169e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -21861656.000000 Penalty: 14039.454102
	Iteration 46Q: 3 clusters Score -2.186166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 92193 members 
Entering Unmasked Estep 
Score: -21861690.000000 Penalty: 14039.454102
	Iteration 47Q: 3 clusters Score -2.186169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -21861744.000000 Penalty: 14039.454102
	Iteration 48Q: 3 clusters Score -2.186174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
Score: -21861726.000000 Penalty: 14039.454102
	Iteration 49Q: 3 clusters Score -2.186173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 92236 members 
Entering Unmasked Estep 
Score: -21861752.000000 Penalty: 14039.454102
	Iteration 50Q: 3 clusters Score -2.186175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -21861758.000000 Penalty: 14039.454102
	Iteration 51Q: 3 clusters Score -2.186176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -21861778.000000 Penalty: 14039.454102
	Iteration 52Q: 3 clusters Score -2.186178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 92273 members 
Entering Unmasked Estep 
Score: -21861788.000000 Penalty: 14039.454102
	Iteration 53Q: 3 clusters Score -2.186179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 92290 members 
Entering Unmasked Estep 
Score: -21861794.000000 Penalty: 14039.454102
	Iteration 54Q: 3 clusters Score -2.186179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -21861818.000000 Penalty: 14039.454102
	Iteration 55Q: 3 clusters Score -2.186182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 92314 members 
Entering Unmasked Estep 
Score: -21861786.000000 Penalty: 14039.454102
	Iteration 56Q: 3 clusters Score -2.186179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 92323 members 
Entering Unmasked Estep 
Score: -21861798.000000 Penalty: 14039.454102
	Iteration 57Q: 3 clusters Score -2.18618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -21861802.000000 Penalty: 14039.454102
	Iteration 58Q: 3 clusters Score -2.18618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 92337 members 
Entering Unmasked Estep 
Score: -21861820.000000 Penalty: 14039.454102
	Iteration 59Q: 3 clusters Score -2.186182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -21861810.000000 Penalty: 14039.454102
	Iteration 60F: 3 clusters Score -2.186181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -21861816.000000 Penalty: 14039.454102
	Iteration 61Q: 3 clusters Score -2.186182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -21861796.000000 Penalty: 14039.454102
	Iteration 62Q: 3 clusters Score -2.18618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -21861800.000000 Penalty: 14039.454102
	Iteration 63Q: 3 clusters Score -2.18618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 92391 members 
Entering Unmasked Estep 
Score: -21861804.000000 Penalty: 14039.454102
	Iteration 64Q: 3 clusters Score -2.18618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 92399 members 
Entering Unmasked Estep 
Score: -21861790.000000 Penalty: 14039.454102
	Iteration 65Q: 3 clusters Score -2.186179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -21861780.000000 Penalty: 14039.454102
	Iteration 66Q: 3 clusters Score -2.186178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -21861778.000000 Penalty: 14039.454102
	Iteration 67Q: 3 clusters Score -2.186178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -21861754.000000 Penalty: 14039.454102
	Iteration 68Q: 3 clusters Score -2.186175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 92433 members 
Entering Unmasked Estep 
Score: -21861764.000000 Penalty: 14039.454102
	Iteration 69Q: 3 clusters Score -2.186176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -21861752.000000 Penalty: 14039.454102
	Iteration 70Q: 3 clusters Score -2.186175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -21861772.000000 Penalty: 14039.454102
	Iteration 71Q: 3 clusters Score -2.186177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 92450 members 
Entering Unmasked Estep 
Score: -21861806.000000 Penalty: 14039.454102
	Iteration 72Q: 3 clusters Score -2.186181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -21861796.000000 Penalty: 14039.454102
	Iteration 73Q: 3 clusters Score -2.18618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -21861798.000000 Penalty: 14039.454102
	Iteration 74Q: 3 clusters Score -2.18618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 92463 members 
Entering Unmasked Estep 
Score: -21861808.000000 Penalty: 14039.454102
	Iteration 75Q: 3 clusters Score -2.186181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -21861812.000000 Penalty: 14039.454102
	Iteration 76Q: 3 clusters Score -2.186181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -21861812.000000 Penalty: 14039.454102
	Iteration 77Q: 3 clusters Score -2.186181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -21861834.000000 Penalty: 14039.454102
	Iteration 78Q: 3 clusters Score -2.186183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -21861826.000000 Penalty: 14039.454102
	Iteration 79Q: 3 clusters Score -2.186183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -21861840.000000 Penalty: 14039.454102
	Iteration 80F: 3 clusters Score -2.186184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -21861834.000000 Penalty: 14039.454102
	Iteration 81Q: 3 clusters Score -2.186183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 92509 members 
Entering Unmasked Estep 
Score: -21861814.000000 Penalty: 14039.454102
	Iteration 82Q: 3 clusters Score -2.186181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -21861820.000000 Penalty: 14039.454102
	Iteration 83Q: 3 clusters Score -2.186182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 92519 members 
Entering Unmasked Estep 
Score: -21861818.000000 Penalty: 14039.454102
	Iteration 84Q: 3 clusters Score -2.186182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -21861824.000000 Penalty: 14039.454102
	Iteration 85Q: 3 clusters Score -2.186182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -21861816.000000 Penalty: 14039.454102
	Iteration 86Q: 3 clusters Score -2.186182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 92530 members 
Entering Unmasked Estep 
Score: -21861816.000000 Penalty: 14039.454102
	Iteration 87Q: 3 clusters Score -2.186182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -21861812.000000 Penalty: 14039.454102
	Iteration 88Q: 3 clusters Score -2.186181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -21861810.000000 Penalty: 14039.454102
	Iteration 89Q: 3 clusters Score -2.186181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -21861812.000000 Penalty: 14039.454102
	Iteration 90Q: 3 clusters Score -2.186181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 92547 members 
Entering Unmasked Estep 
Score: -21861808.000000 Penalty: 14039.454102
	Iteration 91Q: 3 clusters Score -2.186181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -21861802.000000 Penalty: 14039.454102
	Iteration 92Q: 3 clusters Score -2.18618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -21861796.000000 Penalty: 14039.454102
	Iteration 93Q: 3 clusters Score -2.18618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -21861800.000000 Penalty: 14039.454102
	Iteration 94Q: 3 clusters Score -2.18618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -21861818.000000 Penalty: 14039.454102
	Iteration 95Q: 3 clusters Score -2.186182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -21861812.000000 Penalty: 14039.454102
	Iteration 96Q: 3 clusters Score -2.186181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -21861830.000000 Penalty: 14039.454102
	Iteration 97Q: 3 clusters Score -2.186183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
Score: -21861822.000000 Penalty: 14039.454102
	Iteration 98Q: 3 clusters Score -2.186182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -21861814.000000 Penalty: 14039.454102
	Iteration 99Q: 3 clusters Score -2.186181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -21861812.000000 Penalty: 14039.454102
	Iteration 100F: 3 clusters Score -2.186181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -21861808.000000 Penalty: 14039.454102
	Iteration 101Q: 3 clusters Score -2.186181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -21861810.000000 Penalty: 14039.454102
	Iteration 102Q: 3 clusters Score -2.186181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 92592 members 
Entering Unmasked Estep 
Score: -21861810.000000 Penalty: 14039.454102
	Iteration 103Q: 3 clusters Score -2.186181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -21861816.000000 Penalty: 14039.454102
	Iteration 104Q: 3 clusters Score -2.186182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 92595 members 
Entering Unmasked Estep 
Score: -21861812.000000 Penalty: 14039.454102
	Iteration 105Q: 3 clusters Score -2.186181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -21861816.000000 Penalty: 14039.454102
	Iteration 106Q: 3 clusters Score -2.186182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -21861814.000000 Penalty: 14039.454102
	Iteration 107Q: 3 clusters Score -2.186181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 92608 members 
Entering Unmasked Estep 
Score: -21861818.000000 Penalty: 14039.454102
	Iteration 108Q: 3 clusters Score -2.186182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -21861830.000000 Penalty: 14039.454102
	Iteration 109Q: 3 clusters Score -2.186183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -21861824.000000 Penalty: 14039.454102
	Iteration 110Q: 3 clusters Score -2.186182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -21861818.000000 Penalty: 14039.454102
	Iteration 111Q: 3 clusters Score -2.186182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -21861822.000000 Penalty: 14039.454102
	Iteration 112Q: 3 clusters Score -2.186182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -21861822.000000 Penalty: 14039.454102
	Iteration 113F: 3 clusters Score -2.186182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Entering Unmasked Estep 
Score: -7522441.500000 Penalty: 6372.592773
	Iteration 0F: 2 clusters Score -7522442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -7497878.000000 Penalty: 12745.185547
	Iteration 0F: 3 clusters Score -7497878 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -7505293.500000 Penalty: 12745.185547
	Iteration 1F: 3 clusters Score -7505294 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -7505984.500000 Penalty: 12745.185547
	Iteration 2F: 3 clusters Score -7505984 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -7506449.000000 Penalty: 12745.185547
	Iteration 3Q: 3 clusters Score -7506449 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -7506795.500000 Penalty: 12745.185547
	Iteration 4Q: 3 clusters Score -7506796 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -7507063.500000 Penalty: 12745.185547
	Iteration 5Q: 3 clusters Score -7507064 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -7507220.000000 Penalty: 12745.185547
	Iteration 6Q: 3 clusters Score -7507220 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -7507398.000000 Penalty: 12745.185547
	Iteration 7Q: 3 clusters Score -7507398 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -7507552.500000 Penalty: 12745.185547
	Iteration 8Q: 3 clusters Score -7507552 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -7507729.500000 Penalty: 12745.185547
	Iteration 9Q: 3 clusters Score -7507730 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -7507899.500000 Penalty: 12745.185547
	Iteration 10Q: 3 clusters Score -7507900 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -7508073.500000 Penalty: 12745.185547
	Iteration 11Q: 3 clusters Score -7508074 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -7508306.500000 Penalty: 12745.185547
	Iteration 12Q: 3 clusters Score -7508306 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -7508635.500000 Penalty: 12745.185547
	Iteration 13Q: 3 clusters Score -7508636 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -7509074.000000 Penalty: 12745.185547
	Iteration 14Q: 3 clusters Score -7509074 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -7509702.000000 Penalty: 12745.185547
	Iteration 15Q: 3 clusters Score -7509702 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -7510518.500000 Penalty: 12745.185547
	Iteration 16Q: 3 clusters Score -7510518 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -7511495.500000 Penalty: 12745.185547
	Iteration 17Q: 3 clusters Score -7511496 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -7512608.000000 Penalty: 12745.185547
	Iteration 18Q: 3 clusters Score -7512608 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -7513736.000000 Penalty: 12745.185547
	Iteration 19Q: 3 clusters Score -7513736 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -7514805.000000 Penalty: 12745.185547
	Iteration 20F: 3 clusters Score -7514805 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -7515544.000000 Penalty: 12745.185547
	Iteration 21Q: 3 clusters Score -7515544 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -7515972.500000 Penalty: 12745.185547
	Iteration 22Q: 3 clusters Score -7515972 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -7516291.000000 Penalty: 12745.185547
	Iteration 23Q: 3 clusters Score -7516291 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -7516477.500000 Penalty: 12745.185547
	Iteration 24Q: 3 clusters Score -7516478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -7516597.000000 Penalty: 12745.185547
	Iteration 25Q: 3 clusters Score -7516597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -7516685.000000 Penalty: 12745.185547
	Iteration 26Q: 3 clusters Score -7516685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -7516752.500000 Penalty: 12745.185547
	Iteration 27Q: 3 clusters Score -7516752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -7516775.500000 Penalty: 12745.185547
	Iteration 28Q: 3 clusters Score -7516776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -7516806.000000 Penalty: 12745.185547
	Iteration 29Q: 3 clusters Score -7516806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -7516837.000000 Penalty: 12745.185547
	Iteration 30Q: 3 clusters Score -7516837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -7516847.500000 Penalty: 12745.185547
	Iteration 31Q: 3 clusters Score -7516848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -7516853.500000 Penalty: 12745.185547
	Iteration 32Q: 3 clusters Score -7516854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -7516880.500000 Penalty: 12745.185547
	Iteration 33Q: 3 clusters Score -7516880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -7516878.000000 Penalty: 12745.185547
	Iteration 34Q: 3 clusters Score -7516878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -7516894.000000 Penalty: 12745.185547
	Iteration 35Q: 3 clusters Score -7516894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7516896.000000 Penalty: 12745.185547
	Iteration 36Q: 3 clusters Score -7516896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -7516899.000000 Penalty: 12745.185547
	Iteration 37Q: 3 clusters Score -7516899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -7516905.000000 Penalty: 12745.185547
	Iteration 38Q: 3 clusters Score -7516905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7516900.500000 Penalty: 12745.185547
	Iteration 39Q: 3 clusters Score -7516900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7516900.500000 Penalty: 12745.185547
	Iteration 40F: 3 clusters Score -7516900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Entering Unmasked Estep 
Score: -3761450.000000 Penalty: 5964.791992
	Iteration 0F: 2 clusters Score -3761450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3746793.250000 Penalty: 11929.583984
	Iteration 0F: 3 clusters Score -3746793 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3750343.000000 Penalty: 11929.583984
	Iteration 1F: 3 clusters Score -3750343 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3750894.750000 Penalty: 11929.583984
	Iteration 2F: 3 clusters Score -3750895 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3751248.000000 Penalty: 11929.583984
	Iteration 3Q: 3 clusters Score -3751248 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3751483.500000 Penalty: 11929.583984
	Iteration 4Q: 3 clusters Score -3751484 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3751681.500000 Penalty: 11929.583984
	Iteration 5Q: 3 clusters Score -3751682 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3751823.500000 Penalty: 11929.583984
	Iteration 6Q: 3 clusters Score -3751824 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3751997.500000 Penalty: 11929.583984
	Iteration 7Q: 3 clusters Score -3751998 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -3752134.000000 Penalty: 11929.583984
	Iteration 8Q: 3 clusters Score -3752134 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3752304.250000 Penalty: 11929.583984
	Iteration 9Q: 3 clusters Score -3752304 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3752472.250000 Penalty: 11929.583984
	Iteration 10Q: 3 clusters Score -3752472 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3752693.500000 Penalty: 11929.583984
	Iteration 11Q: 3 clusters Score -3752694 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3752873.500000 Penalty: 11929.583984
	Iteration 12Q: 3 clusters Score -3752874 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3753080.750000 Penalty: 11929.583984
	Iteration 13Q: 3 clusters Score -3753081 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3753307.750000 Penalty: 11929.583984
	Iteration 14Q: 3 clusters Score -3753308 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3753510.500000 Penalty: 11929.583984
	Iteration 15Q: 3 clusters Score -3753510 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3753746.500000 Penalty: 11929.583984
	Iteration 16Q: 3 clusters Score -3753746 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3754008.000000 Penalty: 11929.583984
	Iteration 17Q: 3 clusters Score -3754008 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3754294.250000 Penalty: 11929.583984
	Iteration 18Q: 3 clusters Score -3754294 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3754581.750000 Penalty: 11929.583984
	Iteration 19Q: 3 clusters Score -3754582 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3754885.000000 Penalty: 11929.583984
	Iteration 20F: 3 clusters Score -3754885 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3755205.000000 Penalty: 11929.583984
	Iteration 21Q: 3 clusters Score -3755205 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3755498.500000 Penalty: 11929.583984
	Iteration 22Q: 3 clusters Score -3755498 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3755783.500000 Penalty: 11929.583984
	Iteration 23Q: 3 clusters Score -3755784 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3756059.250000 Penalty: 11929.583984
	Iteration 24Q: 3 clusters Score -3756059 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3756292.500000 Penalty: 11929.583984
	Iteration 25Q: 3 clusters Score -3756292 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3756445.250000 Penalty: 11929.583984
	Iteration 26Q: 3 clusters Score -3756445 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3756530.250000 Penalty: 11929.583984
	Iteration 27Q: 3 clusters Score -3756530 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3756586.000000 Penalty: 11929.583984
	Iteration 28Q: 3 clusters Score -3756586 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3756648.250000 Penalty: 11929.583984
	Iteration 29Q: 3 clusters Score -3756648 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3756694.500000 Penalty: 11929.583984
	Iteration 30Q: 3 clusters Score -3756694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3756733.500000 Penalty: 11929.583984
	Iteration 31Q: 3 clusters Score -3756734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3756769.500000 Penalty: 11929.583984
	Iteration 32Q: 3 clusters Score -3756770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3756782.250000 Penalty: 11929.583984
	Iteration 33Q: 3 clusters Score -3756782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3756806.250000 Penalty: 11929.583984
	Iteration 34Q: 3 clusters Score -3756806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3756825.750000 Penalty: 11929.583984
	Iteration 35Q: 3 clusters Score -3756826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3756846.500000 Penalty: 11929.583984
	Iteration 36Q: 3 clusters Score -3756846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3756850.250000 Penalty: 11929.583984
	Iteration 37Q: 3 clusters Score -3756850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3756855.500000 Penalty: 11929.583984
	Iteration 38Q: 3 clusters Score -3756856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3756873.750000 Penalty: 11929.583984
	Iteration 39Q: 3 clusters Score -3756874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3756875.500000 Penalty: 11929.583984
	Iteration 40F: 3 clusters Score -3756876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3756886.000000 Penalty: 11929.583984
	Iteration 41Q: 3 clusters Score -3756886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3756893.500000 Penalty: 11929.583984
	Iteration 42Q: 3 clusters Score -3756894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3756894.500000 Penalty: 11929.583984
	Iteration 43Q: 3 clusters Score -3756894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3756902.000000 Penalty: 11929.583984
	Iteration 44Q: 3 clusters Score -3756902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3756899.250000 Penalty: 11929.583984
	Iteration 45Q: 3 clusters Score -3756899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3756900.000000 Penalty: 11929.583984
	Iteration 46Q: 3 clusters Score -3756900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3756899.750000 Penalty: 11929.583984
	Iteration 47Q: 3 clusters Score -3756900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3756900.000000 Penalty: 11929.583984
	Iteration 48Q: 3 clusters Score -3756900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3756911.250000 Penalty: 11929.583984
	Iteration 49Q: 3 clusters Score -3756911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3756902.000000 Penalty: 11929.583984
	Iteration 50Q: 3 clusters Score -3756902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3756901.250000 Penalty: 11929.583984
	Iteration 51Q: 3 clusters Score -3756901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3756902.750000 Penalty: 11929.583984
	Iteration 52Q: 3 clusters Score -3756903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3756901.750000 Penalty: 11929.583984
	Iteration 53Q: 3 clusters Score -3756902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3756905.250000 Penalty: 11929.583984
	Iteration 54Q: 3 clusters Score -3756905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3756904.000000 Penalty: 11929.583984
	Iteration 55Q: 3 clusters Score -3756904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3756903.250000 Penalty: 11929.583984
	Iteration 56Q: 3 clusters Score -3756903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3756902.000000 Penalty: 11929.583984
	Iteration 57Q: 3 clusters Score -3756902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3756902.250000 Penalty: 11929.583984
	Iteration 58Q: 3 clusters Score -3756902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3756902.250000 Penalty: 11929.583984
	Iteration 59F: 3 clusters Score -3756902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -2533708.500000 Penalty: 5727.097168
	Iteration 0F: 2 clusters Score -2533708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2522522.000000 Penalty: 11454.194336
	Iteration 0F: 3 clusters Score -2522522 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2524903.250000 Penalty: 11454.194336
	Iteration 1F: 3 clusters Score -2524903 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2525345.250000 Penalty: 11454.194336
	Iteration 2F: 3 clusters Score -2525345 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2525629.000000 Penalty: 11454.194336
	Iteration 3Q: 3 clusters Score -2525629 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2525833.250000 Penalty: 11454.194336
	Iteration 4Q: 3 clusters Score -2525833 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2525978.250000 Penalty: 11454.194336
	Iteration 5Q: 3 clusters Score -2525978 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2526079.000000 Penalty: 11454.194336
	Iteration 6Q: 3 clusters Score -2526079 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2526180.000000 Penalty: 11454.194336
	Iteration 7Q: 3 clusters Score -2526180 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2526280.500000 Penalty: 11454.194336
	Iteration 8Q: 3 clusters Score -2526280 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2526349.000000 Penalty: 11454.194336
	Iteration 9Q: 3 clusters Score -2526349 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2526412.000000 Penalty: 11454.194336
	Iteration 10Q: 3 clusters Score -2526412 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2526481.500000 Penalty: 11454.194336
	Iteration 11Q: 3 clusters Score -2526482 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2526546.500000 Penalty: 11454.194336
	Iteration 12Q: 3 clusters Score -2526546 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2526614.750000 Penalty: 11454.194336
	Iteration 13Q: 3 clusters Score -2526615 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2526675.500000 Penalty: 11454.194336
	Iteration 14Q: 3 clusters Score -2526676 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2526735.250000 Penalty: 11454.194336
	Iteration 15Q: 3 clusters Score -2526735 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2526802.250000 Penalty: 11454.194336
	Iteration 16Q: 3 clusters Score -2526802 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2526855.750000 Penalty: 11454.194336
	Iteration 17Q: 3 clusters Score -2526856 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2526909.750000 Penalty: 11454.194336
	Iteration 18Q: 3 clusters Score -2526910 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2526949.000000 Penalty: 11454.194336
	Iteration 19Q: 3 clusters Score -2526949 nChanged 99
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: -2526981.750000 Penalty: 11454.194336
	Iteration 20F: 3 clusters Score -2526982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2527001.000000 Penalty: 11454.194336
	Iteration 21Q: 3 clusters Score -2527001 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2527032.750000 Penalty: 11454.194336
	Iteration 22Q: 3 clusters Score -2527033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2527062.250000 Penalty: 11454.194336
	Iteration 23Q: 3 clusters Score -2527062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2527086.750000 Penalty: 11454.194336
	Iteration 24Q: 3 clusters Score -2527087 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2527101.500000 Penalty: 11454.194336
	Iteration 25Q: 3 clusters Score -2527102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2527103.250000 Penalty: 11454.194336
	Iteration 26Q: 3 clusters Score -2527103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2527113.750000 Penalty: 11454.194336
	Iteration 27Q: 3 clusters Score -2527114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2527118.250000 Penalty: 11454.194336
	Iteration 28Q: 3 clusters Score -2527118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2527133.250000 Penalty: 11454.194336
	Iteration 29Q: 3 clusters Score -2527133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2527145.000000 Penalty: 11454.194336
	Iteration 30Q: 3 clusters Score -2527145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2527158.000000 Penalty: 11454.194336
	Iteration 31Q: 3 clusters Score -2527158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2527168.500000 Penalty: 11454.194336
	Iteration 32Q: 3 clusters Score -2527168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2527184.750000 Penalty: 11454.194336
	Iteration 33Q: 3 clusters Score -2527185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2527192.000000 Penalty: 11454.194336
	Iteration 34Q: 3 clusters Score -2527192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2527210.250000 Penalty: 11454.194336
	Iteration 35Q: 3 clusters Score -2527210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2527213.000000 Penalty: 11454.194336
	Iteration 36Q: 3 clusters Score -2527213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2527226.250000 Penalty: 11454.194336
	Iteration 37Q: 3 clusters Score -2527226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2527232.750000 Penalty: 11454.194336
	Iteration 38Q: 3 clusters Score -2527233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2527245.500000 Penalty: 11454.194336
	Iteration 39Q: 3 clusters Score -2527246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2527249.500000 Penalty: 11454.194336
	Iteration 40F: 3 clusters Score -2527250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2527256.500000 Penalty: 11454.194336
	Iteration 41Q: 3 clusters Score -2527256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2527260.000000 Penalty: 11454.194336
	Iteration 42Q: 3 clusters Score -2527260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2527262.000000 Penalty: 11454.194336
	Iteration 43Q: 3 clusters Score -2527262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2527274.750000 Penalty: 11454.194336
	Iteration 44Q: 3 clusters Score -2527275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2527294.500000 Penalty: 11454.194336
	Iteration 45Q: 3 clusters Score -2527294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2527300.750000 Penalty: 11454.194336
	Iteration 46Q: 3 clusters Score -2527301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2527310.250000 Penalty: 11454.194336
	Iteration 47Q: 3 clusters Score -2527310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2527316.000000 Penalty: 11454.194336
	Iteration 48Q: 3 clusters Score -2527316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2527327.000000 Penalty: 11454.194336
	Iteration 49Q: 3 clusters Score -2527327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2527328.750000 Penalty: 11454.194336
	Iteration 50Q: 3 clusters Score -2527329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2527344.000000 Penalty: 11454.194336
	Iteration 51Q: 3 clusters Score -2527344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2527348.000000 Penalty: 11454.194336
	Iteration 52Q: 3 clusters Score -2527348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2527364.250000 Penalty: 11454.194336
	Iteration 53Q: 3 clusters Score -2527364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2527377.000000 Penalty: 11454.194336
	Iteration 54Q: 3 clusters Score -2527377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2527381.000000 Penalty: 11454.194336
	Iteration 55Q: 3 clusters Score -2527381 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2527397.750000 Penalty: 11454.194336
	Iteration 56Q: 3 clusters Score -2527398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2527413.000000 Penalty: 11454.194336
	Iteration 57Q: 3 clusters Score -2527413 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2527436.500000 Penalty: 11454.194336
	Iteration 58Q: 3 clusters Score -2527436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2527453.500000 Penalty: 11454.194336
	Iteration 59Q: 3 clusters Score -2527454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2527471.000000 Penalty: 11454.194336
	Iteration 60F: 3 clusters Score -2527471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2527488.750000 Penalty: 11454.194336
	Iteration 61Q: 3 clusters Score -2527489 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2527506.000000 Penalty: 11454.194336
	Iteration 62Q: 3 clusters Score -2527506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2527514.750000 Penalty: 11454.194336
	Iteration 63Q: 3 clusters Score -2527515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2527536.000000 Penalty: 11454.194336
	Iteration 64Q: 3 clusters Score -2527536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2527552.000000 Penalty: 11454.194336
	Iteration 65Q: 3 clusters Score -2527552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2527571.000000 Penalty: 11454.194336
	Iteration 66Q: 3 clusters Score -2527571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2527582.000000 Penalty: 11454.194336
	Iteration 67Q: 3 clusters Score -2527582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2527598.250000 Penalty: 11454.194336
	Iteration 68Q: 3 clusters Score -2527598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2527615.000000 Penalty: 11454.194336
	Iteration 69Q: 3 clusters Score -2527615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2527623.000000 Penalty: 11454.194336
	Iteration 70Q: 3 clusters Score -2527623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2527639.000000 Penalty: 11454.194336
	Iteration 71Q: 3 clusters Score -2527639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2527659.500000 Penalty: 11454.194336
	Iteration 72Q: 3 clusters Score -2527660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2527677.500000 Penalty: 11454.194336
	Iteration 73Q: 3 clusters Score -2527678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2527711.000000 Penalty: 11454.194336
	Iteration 74Q: 3 clusters Score -2527711 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2527731.500000 Penalty: 11454.194336
	Iteration 75Q: 3 clusters Score -2527732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2527765.250000 Penalty: 11454.194336
	Iteration 76Q: 3 clusters Score -2527765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2527791.000000 Penalty: 11454.194336
	Iteration 77Q: 3 clusters Score -2527791 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2527827.500000 Penalty: 11454.194336
	Iteration 78Q: 3 clusters Score -2527828 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2527860.000000 Penalty: 11454.194336
	Iteration 79Q: 3 clusters Score -2527860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2527899.000000 Penalty: 11454.194336
	Iteration 80F: 3 clusters Score -2527899 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2527938.750000 Penalty: 11454.194336
	Iteration 81Q: 3 clusters Score -2527939 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2527967.000000 Penalty: 11454.194336
	Iteration 82Q: 3 clusters Score -2527967 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2528008.500000 Penalty: 11454.194336
	Iteration 83Q: 3 clusters Score -2528008 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2528068.750000 Penalty: 11454.194336
	Iteration 84Q: 3 clusters Score -2528069 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2528122.750000 Penalty: 11454.194336
	Iteration 85Q: 3 clusters Score -2528123 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2528183.750000 Penalty: 11454.194336
	Iteration 86Q: 3 clusters Score -2528184 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2528251.750000 Penalty: 11454.194336
	Iteration 87Q: 3 clusters Score -2528252 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2528322.750000 Penalty: 11454.194336
	Iteration 88Q: 3 clusters Score -2528323 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2528389.000000 Penalty: 11454.194336
	Iteration 89Q: 3 clusters Score -2528389 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2528465.750000 Penalty: 11454.194336
	Iteration 90Q: 3 clusters Score -2528466 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2528543.500000 Penalty: 11454.194336
	Iteration 91Q: 3 clusters Score -2528544 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2528631.500000 Penalty: 11454.194336
	Iteration 92Q: 3 clusters Score -2528632 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2528730.000000 Penalty: 11454.194336
	Iteration 93Q: 3 clusters Score -2528730 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2528828.000000 Penalty: 11454.194336
	Iteration 94Q: 3 clusters Score -2528828 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2528914.750000 Penalty: 11454.194336
	Iteration 95Q: 3 clusters Score -2528915 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2529012.750000 Penalty: 11454.194336
	Iteration 96Q: 3 clusters Score -2529013 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2529082.750000 Penalty: 11454.194336
	Iteration 97Q: 3 clusters Score -2529083 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2529161.000000 Penalty: 11454.194336
	Iteration 98Q: 3 clusters Score -2529161 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2529238.750000 Penalty: 11454.194336
	Iteration 99Q: 3 clusters Score -2529239 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2529310.250000 Penalty: 11454.194336
	Iteration 100F: 3 clusters Score -2529310 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2529368.250000 Penalty: 11454.194336
	Iteration 101Q: 3 clusters Score -2529368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2529422.500000 Penalty: 11454.194336
	Iteration 102Q: 3 clusters Score -2529422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2529465.750000 Penalty: 11454.194336
	Iteration 103Q: 3 clusters Score -2529466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2529530.000000 Penalty: 11454.194336
	Iteration 104Q: 3 clusters Score -2529530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2529567.000000 Penalty: 11454.194336
	Iteration 105Q: 3 clusters Score -2529567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2529616.000000 Penalty: 11454.194336
	Iteration 106Q: 3 clusters Score -2529616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2529645.750000 Penalty: 11454.194336
	Iteration 107Q: 3 clusters Score -2529646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2529665.500000 Penalty: 11454.194336
	Iteration 108Q: 3 clusters Score -2529666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2529679.000000 Penalty: 11454.194336
	Iteration 109Q: 3 clusters Score -2529679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2529697.750000 Penalty: 11454.194336
	Iteration 110Q: 3 clusters Score -2529698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2529712.000000 Penalty: 11454.194336
	Iteration 111Q: 3 clusters Score -2529712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2529739.000000 Penalty: 11454.194336
	Iteration 112Q: 3 clusters Score -2529739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2529759.000000 Penalty: 11454.194336
	Iteration 113Q: 3 clusters Score -2529759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2529773.250000 Penalty: 11454.194336
	Iteration 114Q: 3 clusters Score -2529773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2529786.000000 Penalty: 11454.194336
	Iteration 115Q: 3 clusters Score -2529786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2529800.250000 Penalty: 11454.194336
	Iteration 116Q: 3 clusters Score -2529800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2529808.500000 Penalty: 11454.194336
	Iteration 117Q: 3 clusters Score -2529808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2529812.250000 Penalty: 11454.194336
	Iteration 118Q: 3 clusters Score -2529812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2529818.250000 Penalty: 11454.194336
	Iteration 119Q: 3 clusters Score -2529818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2529830.250000 Penalty: 11454.194336
	Iteration 120F: 3 clusters Score -2529830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2529833.000000 Penalty: 11454.194336
	Iteration 121Q: 3 clusters Score -2529833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2529835.250000 Penalty: 11454.194336
	Iteration 122Q: 3 clusters Score -2529835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2529831.250000 Penalty: 11454.194336
	Iteration 123Q: 3 clusters Score -2529831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2529833.250000 Penalty: 11454.194336
	Iteration 124Q: 3 clusters Score -2529833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2529835.500000 Penalty: 11454.194336
	Iteration 125Q: 3 clusters Score -2529836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2529833.750000 Penalty: 11454.194336
	Iteration 126Q: 3 clusters Score -2529834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2529833.750000 Penalty: 11454.194336
	Iteration 127F: 3 clusters Score -2529834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Entering Unmasked Estep 
Score: -10214056.000000 Penalty: 6591.660645
	Iteration 0F: 2 clusters Score -1.021406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -10180128.000000 Penalty: 13183.321289
	Iteration 0F: 3 clusters Score -1.018013e+07 nChanged 20700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -10191200.000000 Penalty: 13183.321289
	Iteration 1F: 3 clusters Score -1.01912e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -10192396.000000 Penalty: 13183.321289
	Iteration 2F: 3 clusters Score -1.01924e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -10193674.000000 Penalty: 13183.321289
	Iteration 3F: 3 clusters Score -1.019367e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -10194935.000000 Penalty: 13183.321289
	Iteration 4F: 3 clusters Score -1.019494e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -10196360.000000 Penalty: 13183.321289
	Iteration 5F: 3 clusters Score -1.019636e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -10197922.000000 Penalty: 13183.321289
	Iteration 6F: 3 clusters Score -1.019792e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -10199505.000000 Penalty: 13183.321289
	Iteration 7F: 3 clusters Score -1.01995e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -10200947.000000 Penalty: 13183.321289
	Iteration 8F: 3 clusters Score -1.020095e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -10202175.000000 Penalty: 13183.321289
	Iteration 9Q: 3 clusters Score -1.020218e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -10203255.000000 Penalty: 13183.321289
	Iteration 10Q: 3 clusters Score -1.020326e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -10204054.000000 Penalty: 13183.321289
	Iteration 11Q: 3 clusters Score -1.020405e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -10204802.000000 Penalty: 13183.321289
	Iteration 12Q: 3 clusters Score -1.02048e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -10205546.000000 Penalty: 13183.321289
	Iteration 13Q: 3 clusters Score -1.020555e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -10206053.000000 Penalty: 13183.321289
	Iteration 14Q: 3 clusters Score -1.020605e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -10206464.000000 Penalty: 13183.321289
	Iteration 15Q: 3 clusters Score -1.020646e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -10206903.000000 Penalty: 13183.321289
	Iteration 16Q: 3 clusters Score -1.02069e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -10207118.000000 Penalty: 13183.321289
	Iteration 17Q: 3 clusters Score -1.020712e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -10207247.000000 Penalty: 13183.321289
	Iteration 18Q: 3 clusters Score -1.020725e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -10207386.000000 Penalty: 13183.321289
	Iteration 19Q: 3 clusters Score -1.020739e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -10207514.000000 Penalty: 13183.321289
	Iteration 20F: 3 clusters Score -1.020751e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -10207625.000000 Penalty: 13183.321289
	Iteration 21Q: 3 clusters Score -1.020762e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -10207702.000000 Penalty: 13183.321289
	Iteration 22Q: 3 clusters Score -1.02077e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -10207760.000000 Penalty: 13183.321289
	Iteration 23Q: 3 clusters Score -1.020776e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -10207821.000000 Penalty: 13183.321289
	Iteration 24Q: 3 clusters Score -1.020782e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -10207887.000000 Penalty: 13183.321289
	Iteration 25Q: 3 clusters Score -1.020789e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -10207973.000000 Penalty: 13183.321289
	Iteration 26Q: 3 clusters Score -1.020797e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -10208022.000000 Penalty: 13183.321289
	Iteration 27Q: 3 clusters Score -1.020802e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -10208098.000000 Penalty: 13183.321289
	Iteration 28Q: 3 clusters Score -1.02081e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -10208165.000000 Penalty: 13183.321289
	Iteration 29Q: 3 clusters Score -1.020816e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -10208187.000000 Penalty: 13183.321289
	Iteration 30Q: 3 clusters Score -1.020819e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -10208238.000000 Penalty: 13183.321289
	Iteration 31Q: 3 clusters Score -1.020824e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -10208294.000000 Penalty: 13183.321289
	Iteration 32Q: 3 clusters Score -1.020829e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -10208328.000000 Penalty: 13183.321289
	Iteration 33Q: 3 clusters Score -1.020833e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -10208351.000000 Penalty: 13183.321289
	Iteration 34Q: 3 clusters Score -1.020835e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -10208383.000000 Penalty: 13183.321289
	Iteration 35Q: 3 clusters Score -1.020838e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -10208445.000000 Penalty: 13183.321289
	Iteration 36Q: 3 clusters Score -1.020844e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -10208522.000000 Penalty: 13183.321289
	Iteration 37Q: 3 clusters Score -1.020852e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -10208584.000000 Penalty: 13183.321289
	Iteration 38Q: 3 clusters Score -1.020858e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -10208589.000000 Penalty: 13183.321289
	Iteration 39Q: 3 clusters Score -1.020859e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -10208625.000000 Penalty: 13183.321289
	Iteration 40F: 3 clusters Score -1.020862e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -10208633.000000 Penalty: 13183.321289
	Iteration 41Q: 3 clusters Score -1.020863e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -10208703.000000 Penalty: 13183.321289
	Iteration 42Q: 3 clusters Score -1.02087e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -10208788.000000 Penalty: 13183.321289
	Iteration 43Q: 3 clusters Score -1.020879e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -10208839.000000 Penalty: 13183.321289
	Iteration 44Q: 3 clusters Score -1.020884e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -10208938.000000 Penalty: 13183.321289
	Iteration 45Q: 3 clusters Score -1.020894e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -10208981.000000 Penalty: 13183.321289
	Iteration 46Q: 3 clusters Score -1.020898e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -10209050.000000 Penalty: 13183.321289
	Iteration 47Q: 3 clusters Score -1.020905e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -10209179.000000 Penalty: 13183.321289
	Iteration 48Q: 3 clusters Score -1.020918e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -10209236.000000 Penalty: 13183.321289
	Iteration 49Q: 3 clusters Score -1.020924e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -10209298.000000 Penalty: 13183.321289
	Iteration 50Q: 3 clusters Score -1.02093e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -10209414.000000 Penalty: 13183.321289
	Iteration 51Q: 3 clusters Score -1.020941e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -10209578.000000 Penalty: 13183.321289
	Iteration 52Q: 3 clusters Score -1.020958e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -10209732.000000 Penalty: 13183.321289
	Iteration 53Q: 3 clusters Score -1.020973e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -10209857.000000 Penalty: 13183.321289
	Iteration 54Q: 3 clusters Score -1.020986e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -10210000.000000 Penalty: 13183.321289
	Iteration 55Q: 3 clusters Score -1.021e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -10210160.000000 Penalty: 13183.321289
	Iteration 56Q: 3 clusters Score -1.021016e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -10210294.000000 Penalty: 13183.321289
	Iteration 57Q: 3 clusters Score -1.021029e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -10210411.000000 Penalty: 13183.321289
	Iteration 58Q: 3 clusters Score -1.021041e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -10210453.000000 Penalty: 13183.321289
	Iteration 59Q: 3 clusters Score -1.021045e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -10210532.000000 Penalty: 13183.321289
	Iteration 60F: 3 clusters Score -1.021053e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -10210591.000000 Penalty: 13183.321289
	Iteration 61Q: 3 clusters Score -1.021059e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -10210644.000000 Penalty: 13183.321289
	Iteration 62Q: 3 clusters Score -1.021064e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -10210727.000000 Penalty: 13183.321289
	Iteration 63Q: 3 clusters Score -1.021073e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -10210770.000000 Penalty: 13183.321289
	Iteration 64Q: 3 clusters Score -1.021077e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -10210826.000000 Penalty: 13183.321289
	Iteration 65Q: 3 clusters Score -1.021083e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -10210842.000000 Penalty: 13183.321289
	Iteration 66Q: 3 clusters Score -1.021084e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -10210887.000000 Penalty: 13183.321289
	Iteration 67Q: 3 clusters Score -1.021089e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -10210904.000000 Penalty: 13183.321289
	Iteration 68Q: 3 clusters Score -1.02109e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -10210892.000000 Penalty: 13183.321289
	Iteration 69Q: 3 clusters Score -1.021089e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -10210912.000000 Penalty: 13183.321289
	Iteration 70Q: 3 clusters Score -1.021091e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -10210904.000000 Penalty: 13183.321289
	Iteration 71Q: 3 clusters Score -1.02109e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -10210925.000000 Penalty: 13183.321289
	Iteration 72Q: 3 clusters Score -1.021092e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -10210945.000000 Penalty: 13183.321289
	Iteration 73Q: 3 clusters Score -1.021094e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -10210951.000000 Penalty: 13183.321289
	Iteration 74Q: 3 clusters Score -1.021095e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -10210980.000000 Penalty: 13183.321289
	Iteration 75Q: 3 clusters Score -1.021098e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -10210967.000000 Penalty: 13183.321289
	Iteration 76Q: 3 clusters Score -1.021097e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -10210965.000000 Penalty: 13183.321289
	Iteration 77Q: 3 clusters Score -1.021096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -10210967.000000 Penalty: 13183.321289
	Iteration 78Q: 3 clusters Score -1.021097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -10210957.000000 Penalty: 13183.321289
	Iteration 79Q: 3 clusters Score -1.021096e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -10210968.000000 Penalty: 13183.321289
	Iteration 80F: 3 clusters Score -1.021097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -10210967.000000 Penalty: 13183.321289
	Iteration 81Q: 3 clusters Score -1.021097e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -10210958.000000 Penalty: 13183.321289
	Iteration 82Q: 3 clusters Score -1.021096e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -10210965.000000 Penalty: 13183.321289
	Iteration 83Q: 3 clusters Score -1.021096e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -10210967.000000 Penalty: 13183.321289
	Iteration 84Q: 3 clusters Score -1.021097e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -10210966.000000 Penalty: 13183.321289
	Iteration 85Q: 3 clusters Score -1.021097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -10210949.000000 Penalty: 13183.321289
	Iteration 86Q: 3 clusters Score -1.021095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -10210955.000000 Penalty: 13183.321289
	Iteration 87Q: 3 clusters Score -1.021096e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -10210944.000000 Penalty: 13183.321289
	Iteration 88Q: 3 clusters Score -1.021094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -10210941.000000 Penalty: 13183.321289
	Iteration 89Q: 3 clusters Score -1.021094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -10210934.000000 Penalty: 13183.321289
	Iteration 90Q: 3 clusters Score -1.021093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -10210947.000000 Penalty: 13183.321289
	Iteration 91Q: 3 clusters Score -1.021095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -10210944.000000 Penalty: 13183.321289
	Iteration 92Q: 3 clusters Score -1.021094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -10210942.000000 Penalty: 13183.321289
	Iteration 93Q: 3 clusters Score -1.021094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -10210942.000000 Penalty: 13183.321289
	Iteration 94F: 3 clusters Score -1.021094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Entering Unmasked Estep 
Score: -12606647.000000 Penalty: 6685.647949
	Iteration 0F: 2 clusters Score -1.260665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -12567656.000000 Penalty: 13371.295898
	Iteration 0F: 3 clusters Score -1.256766e+07 nChanged 24271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -12580568.000000 Penalty: 13371.295898
	Iteration 1F: 3 clusters Score -1.258057e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -12581395.000000 Penalty: 13371.295898
	Iteration 2Q: 3 clusters Score -1.25814e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -12582101.000000 Penalty: 13371.295898
	Iteration 3Q: 3 clusters Score -1.25821e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -12582733.000000 Penalty: 13371.295898
	Iteration 4Q: 3 clusters Score -1.258273e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -12583333.000000 Penalty: 13371.295898
	Iteration 5Q: 3 clusters Score -1.258333e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -12584047.000000 Penalty: 13371.295898
	Iteration 6Q: 3 clusters Score -1.258405e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -12584712.000000 Penalty: 13371.295898
	Iteration 7Q: 3 clusters Score -1.258471e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -12585492.000000 Penalty: 13371.295898
	Iteration 8Q: 3 clusters Score -1.258549e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -12586588.000000 Penalty: 13371.295898
	Iteration 9Q: 3 clusters Score -1.258659e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -12588116.000000 Penalty: 13371.295898
	Iteration 10Q: 3 clusters Score -1.258812e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -12590083.000000 Penalty: 13371.295898
	Iteration 11F: 3 clusters Score -1.259008e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -12592485.000000 Penalty: 13371.295898
	Iteration 12F: 3 clusters Score -1.259248e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -12594834.000000 Penalty: 13371.295898
	Iteration 13F: 3 clusters Score -1.259483e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -12596891.000000 Penalty: 13371.295898
	Iteration 14Q: 3 clusters Score -1.259689e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -12598366.000000 Penalty: 13371.295898
	Iteration 15Q: 3 clusters Score -1.259837e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -12599207.000000 Penalty: 13371.295898
	Iteration 16Q: 3 clusters Score -1.259921e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -12599721.000000 Penalty: 13371.295898
	Iteration 17Q: 3 clusters Score -1.259972e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12600117.000000 Penalty: 13371.295898
	Iteration 18Q: 3 clusters Score -1.260012e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -12600322.000000 Penalty: 13371.295898
	Iteration 19Q: 3 clusters Score -1.260032e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -12600467.000000 Penalty: 13371.295898
	Iteration 20F: 3 clusters Score -1.260047e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12600569.000000 Penalty: 13371.295898
	Iteration 21Q: 3 clusters Score -1.260057e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -12600628.000000 Penalty: 13371.295898
	Iteration 22Q: 3 clusters Score -1.260063e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -12600638.000000 Penalty: 13371.295898
	Iteration 23Q: 3 clusters Score -1.260064e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -12600682.000000 Penalty: 13371.295898
	Iteration 24Q: 3 clusters Score -1.260068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12600714.000000 Penalty: 13371.295898
	Iteration 25Q: 3 clusters Score -1.260071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -12600736.000000 Penalty: 13371.295898
	Iteration 26Q: 3 clusters Score -1.260074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12600759.000000 Penalty: 13371.295898
	Iteration 27Q: 3 clusters Score -1.260076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12600767.000000 Penalty: 13371.295898
	Iteration 28Q: 3 clusters Score -1.260077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12600792.000000 Penalty: 13371.295898
	Iteration 29Q: 3 clusters Score -1.260079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -12600813.000000 Penalty: 13371.295898
	Iteration 30Q: 3 clusters Score -1.260081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -12600803.000000 Penalty: 13371.295898
	Iteration 31Q: 3 clusters Score -1.26008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12600804.000000 Penalty: 13371.295898
	Iteration 32Q: 3 clusters Score -1.26008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12600815.000000 Penalty: 13371.295898
	Iteration 33Q: 3 clusters Score -1.260082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12600824.000000 Penalty: 13371.295898
	Iteration 34Q: 3 clusters Score -1.260082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12600822.000000 Penalty: 13371.295898
	Iteration 35Q: 3 clusters Score -1.260082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12600831.000000 Penalty: 13371.295898
	Iteration 36Q: 3 clusters Score -1.260083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12600838.000000 Penalty: 13371.295898
	Iteration 37Q: 3 clusters Score -1.260084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -12600843.000000 Penalty: 13371.295898
	Iteration 38Q: 3 clusters Score -1.260084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -12600846.000000 Penalty: 13371.295898
	Iteration 39Q: 3 clusters Score -1.260085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12600868.000000 Penalty: 13371.295898
	Iteration 40F: 3 clusters Score -1.260087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12600868.000000 Penalty: 13371.295898
	Iteration 41Q: 3 clusters Score -1.260087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12600869.000000 Penalty: 13371.295898
	Iteration 42Q: 3 clusters Score -1.260087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12600871.000000 Penalty: 13371.295898
	Iteration 43Q: 3 clusters Score -1.260087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12600879.000000 Penalty: 13371.295898
	Iteration 44Q: 3 clusters Score -1.260088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12600869.000000 Penalty: 13371.295898
	Iteration 45Q: 3 clusters Score -1.260087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12600872.000000 Penalty: 13371.295898
	Iteration 46Q: 3 clusters Score -1.260087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12600873.000000 Penalty: 13371.295898
	Iteration 47Q: 3 clusters Score -1.260087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12600875.000000 Penalty: 13371.295898
	Iteration 48Q: 3 clusters Score -1.260088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12600882.000000 Penalty: 13371.295898
	Iteration 49Q: 3 clusters Score -1.260088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -12600888.000000 Penalty: 13371.295898
	Iteration 50Q: 3 clusters Score -1.260089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12600892.000000 Penalty: 13371.295898
	Iteration 51Q: 3 clusters Score -1.260089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -12600897.000000 Penalty: 13371.295898
	Iteration 52Q: 3 clusters Score -1.26009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12600904.000000 Penalty: 13371.295898
	Iteration 53Q: 3 clusters Score -1.26009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12600901.000000 Penalty: 13371.295898
	Iteration 54Q: 3 clusters Score -1.26009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12600910.000000 Penalty: 13371.295898
	Iteration 55Q: 3 clusters Score -1.260091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12600920.000000 Penalty: 13371.295898
	Iteration 56Q: 3 clusters Score -1.260092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12600921.000000 Penalty: 13371.295898
	Iteration 57Q: 3 clusters Score -1.260092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12600919.000000 Penalty: 13371.295898
	Iteration 58Q: 3 clusters Score -1.260092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12600919.000000 Penalty: 13371.295898
	Iteration 59F: 3 clusters Score -1.260092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Entering Unmasked Estep 
Score: -7737951.000000 Penalty: 6414.970215
	Iteration 0F: 2 clusters Score -7737951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -7711684.000000 Penalty: 12829.940430
	Iteration 0F: 3 clusters Score -7711684 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -7719870.500000 Penalty: 12829.940430
	Iteration 1F: 3 clusters Score -7719870 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -7720871.500000 Penalty: 12829.940430
	Iteration 2F: 3 clusters Score -7720872 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -7721852.000000 Penalty: 12829.940430
	Iteration 3F: 3 clusters Score -7721852 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -7722809.000000 Penalty: 12829.940430
	Iteration 4F: 3 clusters Score -7722809 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -7723946.500000 Penalty: 12829.940430
	Iteration 5F: 3 clusters Score -7723946 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -7725173.000000 Penalty: 12829.940430
	Iteration 6F: 3 clusters Score -7725173 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -7726388.500000 Penalty: 12829.940430
	Iteration 7F: 3 clusters Score -7726388 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -7727386.500000 Penalty: 12829.940430
	Iteration 8Q: 3 clusters Score -7727386 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -7728211.000000 Penalty: 12829.940430
	Iteration 9Q: 3 clusters Score -7728211 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -7728892.500000 Penalty: 12829.940430
	Iteration 10Q: 3 clusters Score -7728892 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -7729429.500000 Penalty: 12829.940430
	Iteration 11Q: 3 clusters Score -7729430 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -7729903.000000 Penalty: 12829.940430
	Iteration 12Q: 3 clusters Score -7729903 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -7730310.000000 Penalty: 12829.940430
	Iteration 13Q: 3 clusters Score -7730310 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -7730703.000000 Penalty: 12829.940430
	Iteration 14Q: 3 clusters Score -7730703 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -7730998.500000 Penalty: 12829.940430
	Iteration 15Q: 3 clusters Score -7730998 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -7731310.500000 Penalty: 12829.940430
	Iteration 16Q: 3 clusters Score -7731310 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -7731589.500000 Penalty: 12829.940430
	Iteration 17Q: 3 clusters Score -7731590 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -7731794.000000 Penalty: 12829.940430
	Iteration 18Q: 3 clusters Score -7731794 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -7731996.500000 Penalty: 12829.940430
	Iteration 19Q: 3 clusters Score -7731996 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -7732147.000000 Penalty: 12829.940430
	Iteration 20F: 3 clusters Score -7732147 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -7732273.000000 Penalty: 12829.940430
	Iteration 21Q: 3 clusters Score -7732273 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -7732377.000000 Penalty: 12829.940430
	Iteration 22Q: 3 clusters Score -7732377 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -7732475.500000 Penalty: 12829.940430
	Iteration 23Q: 3 clusters Score -7732476 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -7732551.000000 Penalty: 12829.940430
	Iteration 24Q: 3 clusters Score -7732551 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -7732593.500000 Penalty: 12829.940430
	Iteration 25Q: 3 clusters Score -7732594 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -7732630.000000 Penalty: 12829.940430
	Iteration 26Q: 3 clusters Score -7732630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -7732668.500000 Penalty: 12829.940430
	Iteration 27Q: 3 clusters Score -7732668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -7732684.000000 Penalty: 12829.940430
	Iteration 28Q: 3 clusters Score -7732684 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -7732707.000000 Penalty: 12829.940430
	Iteration 29Q: 3 clusters Score -7732707 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -7732728.500000 Penalty: 12829.940430
	Iteration 30Q: 3 clusters Score -7732728 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -7732736.500000 Penalty: 12829.940430
	Iteration 31Q: 3 clusters Score -7732736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -7732759.000000 Penalty: 12829.940430
	Iteration 32Q: 3 clusters Score -7732759 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -7732787.500000 Penalty: 12829.940430
	Iteration 33Q: 3 clusters Score -7732788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -7732796.500000 Penalty: 12829.940430
	Iteration 34Q: 3 clusters Score -7732796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -7732807.500000 Penalty: 12829.940430
	Iteration 35Q: 3 clusters Score -7732808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -7732817.000000 Penalty: 12829.940430
	Iteration 36Q: 3 clusters Score -7732817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -7732839.000000 Penalty: 12829.940430
	Iteration 37Q: 3 clusters Score -7732839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -7732859.500000 Penalty: 12829.940430
	Iteration 38Q: 3 clusters Score -7732860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -7732875.500000 Penalty: 12829.940430
	Iteration 39Q: 3 clusters Score -7732876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -7732886.500000 Penalty: 12829.940430
	Iteration 40F: 3 clusters Score -7732886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -7732903.500000 Penalty: 12829.940430
	Iteration 41Q: 3 clusters Score -7732904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -7732920.000000 Penalty: 12829.940430
	Iteration 42Q: 3 clusters Score -7732920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -7732939.000000 Penalty: 12829.940430
	Iteration 43Q: 3 clusters Score -7732939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -7732941.500000 Penalty: 12829.940430
	Iteration 44Q: 3 clusters Score -7732942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -7732949.000000 Penalty: 12829.940430
	Iteration 45Q: 3 clusters Score -7732949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -7732951.500000 Penalty: 12829.940430
	Iteration 46Q: 3 clusters Score -7732952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -7732962.500000 Penalty: 12829.940430
	Iteration 47Q: 3 clusters Score -7732962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -7732972.000000 Penalty: 12829.940430
	Iteration 48Q: 3 clusters Score -7732972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -7732973.000000 Penalty: 12829.940430
	Iteration 49Q: 3 clusters Score -7732973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -7732970.500000 Penalty: 12829.940430
	Iteration 50Q: 3 clusters Score -7732970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -7732999.500000 Penalty: 12829.940430
	Iteration 51Q: 3 clusters Score -7733000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -7733003.500000 Penalty: 12829.940430
	Iteration 52Q: 3 clusters Score -7733004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -7733016.000000 Penalty: 12829.940430
	Iteration 53Q: 3 clusters Score -7733016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -7733019.000000 Penalty: 12829.940430
	Iteration 54Q: 3 clusters Score -7733019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -7733031.000000 Penalty: 12829.940430
	Iteration 55Q: 3 clusters Score -7733031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -7733038.500000 Penalty: 12829.940430
	Iteration 56Q: 3 clusters Score -7733038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -7733033.500000 Penalty: 12829.940430
	Iteration 57Q: 3 clusters Score -7733034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -7733049.500000 Penalty: 12829.940430
	Iteration 58Q: 3 clusters Score -7733050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -7733053.000000 Penalty: 12829.940430
	Iteration 59Q: 3 clusters Score -7733053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -7733067.500000 Penalty: 12829.940430
	Iteration 60F: 3 clusters Score -7733068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -7733075.500000 Penalty: 12829.940430
	Iteration 61Q: 3 clusters Score -7733076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -7733089.500000 Penalty: 12829.940430
	Iteration 62Q: 3 clusters Score -7733090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -7733102.000000 Penalty: 12829.940430
	Iteration 63Q: 3 clusters Score -7733102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -7733090.500000 Penalty: 12829.940430
	Iteration 64Q: 3 clusters Score -7733090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -7733095.500000 Penalty: 12829.940430
	Iteration 65Q: 3 clusters Score -7733096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -7733111.500000 Penalty: 12829.940430
	Iteration 66Q: 3 clusters Score -7733112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -7733125.500000 Penalty: 12829.940430
	Iteration 67Q: 3 clusters Score -7733126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -7733124.000000 Penalty: 12829.940430
	Iteration 68Q: 3 clusters Score -7733124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -7733122.000000 Penalty: 12829.940430
	Iteration 69Q: 3 clusters Score -7733122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -7733140.500000 Penalty: 12829.940430
	Iteration 70Q: 3 clusters Score -7733140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -7733121.000000 Penalty: 12829.940430
	Iteration 71Q: 3 clusters Score -7733121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -7733131.500000 Penalty: 12829.940430
	Iteration 72Q: 3 clusters Score -7733132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -7733164.000000 Penalty: 12829.940430
	Iteration 73Q: 3 clusters Score -7733164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -7733173.000000 Penalty: 12829.940430
	Iteration 74Q: 3 clusters Score -7733173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -7733174.000000 Penalty: 12829.940430
	Iteration 75Q: 3 clusters Score -7733174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -7733175.500000 Penalty: 12829.940430
	Iteration 76Q: 3 clusters Score -7733176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -7733187.000000 Penalty: 12829.940430
	Iteration 77Q: 3 clusters Score -7733187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -7733197.000000 Penalty: 12829.940430
	Iteration 78Q: 3 clusters Score -7733197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -7733199.000000 Penalty: 12829.940430
	Iteration 79Q: 3 clusters Score -7733199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -7733226.500000 Penalty: 12829.940430
	Iteration 80F: 3 clusters Score -7733226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -7733236.500000 Penalty: 12829.940430
	Iteration 81Q: 3 clusters Score -7733236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -7733242.000000 Penalty: 12829.940430
	Iteration 82Q: 3 clusters Score -7733242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -7733238.500000 Penalty: 12829.940430
	Iteration 83Q: 3 clusters Score -7733238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -7733241.500000 Penalty: 12829.940430
	Iteration 84Q: 3 clusters Score -7733242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -7733240.500000 Penalty: 12829.940430
	Iteration 85Q: 3 clusters Score -7733240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -7733237.000000 Penalty: 12829.940430
	Iteration 86Q: 3 clusters Score -7733237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -7733235.500000 Penalty: 12829.940430
	Iteration 87Q: 3 clusters Score -7733236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -7733237.000000 Penalty: 12829.940430
	Iteration 88Q: 3 clusters Score -7733237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -7733241.000000 Penalty: 12829.940430
	Iteration 89Q: 3 clusters Score -7733241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -7733245.500000 Penalty: 12829.940430
	Iteration 90Q: 3 clusters Score -7733246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -7733248.500000 Penalty: 12829.940430
	Iteration 91Q: 3 clusters Score -7733248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -7733261.500000 Penalty: 12829.940430
	Iteration 92Q: 3 clusters Score -7733262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -7733252.500000 Penalty: 12829.940430
	Iteration 93Q: 3 clusters Score -7733252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -7733260.500000 Penalty: 12829.940430
	Iteration 94Q: 3 clusters Score -7733260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -7733254.500000 Penalty: 12829.940430
	Iteration 95Q: 3 clusters Score -7733254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -7733248.500000 Penalty: 12829.940430
	Iteration 96Q: 3 clusters Score -7733248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -7733267.000000 Penalty: 12829.940430
	Iteration 97Q: 3 clusters Score -7733267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -7733268.500000 Penalty: 12829.940430
	Iteration 98Q: 3 clusters Score -7733268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -7733264.500000 Penalty: 12829.940430
	Iteration 99Q: 3 clusters Score -7733264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -7733259.000000 Penalty: 12829.940430
	Iteration 100F: 3 clusters Score -7733259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -7733260.000000 Penalty: 12829.940430
	Iteration 101Q: 3 clusters Score -7733260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -7733266.000000 Penalty: 12829.940430
	Iteration 102Q: 3 clusters Score -7733266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -7733262.500000 Penalty: 12829.940430
	Iteration 103Q: 3 clusters Score -7733262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -7733258.000000 Penalty: 12829.940430
	Iteration 104Q: 3 clusters Score -7733258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -7733255.500000 Penalty: 12829.940430
	Iteration 105Q: 3 clusters Score -7733256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -7733270.500000 Penalty: 12829.940430
	Iteration 106Q: 3 clusters Score -7733270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -7733264.500000 Penalty: 12829.940430
	Iteration 107Q: 3 clusters Score -7733264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -7733260.500000 Penalty: 12829.940430
	Iteration 108Q: 3 clusters Score -7733260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -7733254.500000 Penalty: 12829.940430
	Iteration 109Q: 3 clusters Score -7733254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -7733256.500000 Penalty: 12829.940430
	Iteration 110Q: 3 clusters Score -7733256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -7733258.000000 Penalty: 12829.940430
	Iteration 111Q: 3 clusters Score -7733258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -7733266.500000 Penalty: 12829.940430
	Iteration 112Q: 3 clusters Score -7733266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -7733270.000000 Penalty: 12829.940430
	Iteration 113Q: 3 clusters Score -7733270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -7733272.500000 Penalty: 12829.940430
	Iteration 114Q: 3 clusters Score -7733272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -7733281.500000 Penalty: 12829.940430
	Iteration 115Q: 3 clusters Score -7733282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -7733288.500000 Penalty: 12829.940430
	Iteration 116Q: 3 clusters Score -7733288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -7733278.000000 Penalty: 12829.940430
	Iteration 117Q: 3 clusters Score -7733278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -7733279.500000 Penalty: 12829.940430
	Iteration 118Q: 3 clusters Score -7733280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -7733285.500000 Penalty: 12829.940430
	Iteration 119Q: 3 clusters Score -7733286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -7733275.500000 Penalty: 12829.940430
	Iteration 120F: 3 clusters Score -7733276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -7733284.500000 Penalty: 12829.940430
	Iteration 121Q: 3 clusters Score -7733284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -7733278.000000 Penalty: 12829.940430
	Iteration 122Q: 3 clusters Score -7733278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -7733278.000000 Penalty: 12829.940430
	Iteration 123F: 3 clusters Score -7733278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Entering Unmasked Estep 
Score: -11751153.000000 Penalty: 6639.026855
	Iteration 0F: 2 clusters Score -1.175115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -11714719.000000 Penalty: 13278.053711
	Iteration 0F: 3 clusters Score -1.171472e+07 nChanged 22400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -11726683.000000 Penalty: 13278.053711
	Iteration 1F: 3 clusters Score -1.172668e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -11727549.000000 Penalty: 13278.053711
	Iteration 2F: 3 clusters Score -1.172755e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -11728186.000000 Penalty: 13278.053711
	Iteration 3Q: 3 clusters Score -1.172819e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -11728717.000000 Penalty: 13278.053711
	Iteration 4Q: 3 clusters Score -1.172872e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -11729351.000000 Penalty: 13278.053711
	Iteration 5Q: 3 clusters Score -1.172935e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -11730032.000000 Penalty: 13278.053711
	Iteration 6Q: 3 clusters Score -1.173003e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -11730846.000000 Penalty: 13278.053711
	Iteration 7Q: 3 clusters Score -1.173085e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -11732067.000000 Penalty: 13278.053711
	Iteration 8Q: 3 clusters Score -1.173207e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -11733844.000000 Penalty: 13278.053711
	Iteration 9F: 3 clusters Score -1.173384e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -11735945.000000 Penalty: 13278.053711
	Iteration 10F: 3 clusters Score -1.173594e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -11738651.000000 Penalty: 13278.053711
	Iteration 11F: 3 clusters Score -1.173865e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -11741266.000000 Penalty: 13278.053711
	Iteration 12F: 3 clusters Score -1.174127e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -11743115.000000 Penalty: 13278.053711
	Iteration 13Q: 3 clusters Score -1.174312e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11744131.000000 Penalty: 13278.053711
	Iteration 14Q: 3 clusters Score -1.174413e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11744622.000000 Penalty: 13278.053711
	Iteration 15Q: 3 clusters Score -1.174462e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11744881.000000 Penalty: 13278.053711
	Iteration 16Q: 3 clusters Score -1.174488e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11744997.000000 Penalty: 13278.053711
	Iteration 17Q: 3 clusters Score -1.1745e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11745073.000000 Penalty: 13278.053711
	Iteration 18Q: 3 clusters Score -1.174507e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11745132.000000 Penalty: 13278.053711
	Iteration 19Q: 3 clusters Score -1.174513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11745171.000000 Penalty: 13278.053711
	Iteration 20F: 3 clusters Score -1.174517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11745211.000000 Penalty: 13278.053711
	Iteration 21Q: 3 clusters Score -1.174521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11745235.000000 Penalty: 13278.053711
	Iteration 22Q: 3 clusters Score -1.174524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11745245.000000 Penalty: 13278.053711
	Iteration 23Q: 3 clusters Score -1.174524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11745269.000000 Penalty: 13278.053711
	Iteration 24Q: 3 clusters Score -1.174527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11745269.000000 Penalty: 13278.053711
	Iteration 25Q: 3 clusters Score -1.174527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11745270.000000 Penalty: 13278.053711
	Iteration 26Q: 3 clusters Score -1.174527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11745276.000000 Penalty: 13278.053711
	Iteration 27Q: 3 clusters Score -1.174528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -11745280.000000 Penalty: 13278.053711
	Iteration 28Q: 3 clusters Score -1.174528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11745281.000000 Penalty: 13278.053711
	Iteration 29Q: 3 clusters Score -1.174528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11745285.000000 Penalty: 13278.053711
	Iteration 30Q: 3 clusters Score -1.174528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11745294.000000 Penalty: 13278.053711
	Iteration 31Q: 3 clusters Score -1.174529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11745295.000000 Penalty: 13278.053711
	Iteration 32Q: 3 clusters Score -1.17453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11745295.000000 Penalty: 13278.053711
	Iteration 33Q: 3 clusters Score -1.17453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -11745302.000000 Penalty: 13278.053711
	Iteration 34Q: 3 clusters Score -1.17453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11745303.000000 Penalty: 13278.053711
	Iteration 35Q: 3 clusters Score -1.17453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11745312.000000 Penalty: 13278.053711
	Iteration 36Q: 3 clusters Score -1.174531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11745318.000000 Penalty: 13278.053711
	Iteration 37Q: 3 clusters Score -1.174532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11745309.000000 Penalty: 13278.053711
	Iteration 38Q: 3 clusters Score -1.174531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11745317.000000 Penalty: 13278.053711
	Iteration 39Q: 3 clusters Score -1.174532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11745321.000000 Penalty: 13278.053711
	Iteration 40F: 3 clusters Score -1.174532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11745329.000000 Penalty: 13278.053711
	Iteration 41Q: 3 clusters Score -1.174533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11745321.000000 Penalty: 13278.053711
	Iteration 42Q: 3 clusters Score -1.174532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11745321.000000 Penalty: 13278.053711
	Iteration 43F: 3 clusters Score -1.174532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67467 members 
Entering Unmasked Estep 
Score: -15397048.000000 Penalty: 6810.628906
	Iteration 0F: 2 clusters Score -1.539705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -15350069.000000 Penalty: 13621.257812
	Iteration 0F: 3 clusters Score -1.535007e+07 nChanged 30217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -15366406.000000 Penalty: 13621.257812
	Iteration 1F: 3 clusters Score -1.536641e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -15367310.000000 Penalty: 13621.257812
	Iteration 2Q: 3 clusters Score -1.536731e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -15368307.000000 Penalty: 13621.257812
	Iteration 3Q: 3 clusters Score -1.536831e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -15369189.000000 Penalty: 13621.257812
	Iteration 4Q: 3 clusters Score -1.536919e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -15370335.000000 Penalty: 13621.257812
	Iteration 5Q: 3 clusters Score -1.537034e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -15372025.000000 Penalty: 13621.257812
	Iteration 6Q: 3 clusters Score -1.537202e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -15374440.000000 Penalty: 13621.257812
	Iteration 7F: 3 clusters Score -1.537444e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -15377653.000000 Penalty: 13621.257812
	Iteration 8F: 3 clusters Score -1.537765e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -15380867.000000 Penalty: 13621.257812
	Iteration 9F: 3 clusters Score -1.538087e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -15383293.000000 Penalty: 13621.257812
	Iteration 10F: 3 clusters Score -1.538329e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -15385051.000000 Penalty: 13621.257812
	Iteration 11Q: 3 clusters Score -1.538505e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -15386052.000000 Penalty: 13621.257812
	Iteration 12Q: 3 clusters Score -1.538605e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -15386775.000000 Penalty: 13621.257812
	Iteration 13Q: 3 clusters Score -1.538678e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -15387356.000000 Penalty: 13621.257812
	Iteration 14Q: 3 clusters Score -1.538736e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -15387852.000000 Penalty: 13621.257812
	Iteration 15Q: 3 clusters Score -1.538785e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -15388299.000000 Penalty: 13621.257812
	Iteration 16Q: 3 clusters Score -1.53883e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -15388784.000000 Penalty: 13621.257812
	Iteration 17Q: 3 clusters Score -1.538878e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -15389145.000000 Penalty: 13621.257812
	Iteration 18Q: 3 clusters Score -1.538914e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -15389577.000000 Penalty: 13621.257812
	Iteration 19Q: 3 clusters Score -1.538958e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -15389862.000000 Penalty: 13621.257812
	Iteration 20F: 3 clusters Score -1.538986e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -15390087.000000 Penalty: 13621.257812
	Iteration 21Q: 3 clusters Score -1.539009e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -15390413.000000 Penalty: 13621.257812
	Iteration 22Q: 3 clusters Score -1.539041e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -15390599.000000 Penalty: 13621.257812
	Iteration 23Q: 3 clusters Score -1.53906e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -15390700.000000 Penalty: 13621.257812
	Iteration 24Q: 3 clusters Score -1.53907e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -15390820.000000 Penalty: 13621.257812
	Iteration 25Q: 3 clusters Score -1.539082e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -15390914.000000 Penalty: 13621.257812
	Iteration 26Q: 3 clusters Score -1.539091e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -15390985.000000 Penalty: 13621.257812
	Iteration 27Q: 3 clusters Score -1.539098e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -15391069.000000 Penalty: 13621.257812
	Iteration 28Q: 3 clusters Score -1.539107e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -15391113.000000 Penalty: 13621.257812
	Iteration 29Q: 3 clusters Score -1.539111e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -15391168.000000 Penalty: 13621.257812
	Iteration 30Q: 3 clusters Score -1.539117e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -15391216.000000 Penalty: 13621.257812
	Iteration 31Q: 3 clusters Score -1.539122e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -15391268.000000 Penalty: 13621.257812
	Iteration 32Q: 3 clusters Score -1.539127e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -15391298.000000 Penalty: 13621.257812
	Iteration 33Q: 3 clusters Score -1.53913e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -15391349.000000 Penalty: 13621.257812
	Iteration 34Q: 3 clusters Score -1.539135e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -15391381.000000 Penalty: 13621.257812
	Iteration 35Q: 3 clusters Score -1.539138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15391409.000000 Penalty: 13621.257812
	Iteration 36Q: 3 clusters Score -1.539141e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -15391422.000000 Penalty: 13621.257812
	Iteration 37Q: 3 clusters Score -1.539142e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -15391408.000000 Penalty: 13621.257812
	Iteration 38Q: 3 clusters Score -1.539141e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -15391445.000000 Penalty: 13621.257812
	Iteration 39Q: 3 clusters Score -1.539144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15391454.000000 Penalty: 13621.257812
	Iteration 40F: 3 clusters Score -1.539145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -15391450.000000 Penalty: 13621.257812
	Iteration 41Q: 3 clusters Score -1.539145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -15391440.000000 Penalty: 13621.257812
	Iteration 42Q: 3 clusters Score -1.539144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -15391452.000000 Penalty: 13621.257812
	Iteration 43Q: 3 clusters Score -1.539145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -15391472.000000 Penalty: 13621.257812
	Iteration 44Q: 3 clusters Score -1.539147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -15391449.000000 Penalty: 13621.257812
	Iteration 45Q: 3 clusters Score -1.539145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -15391477.000000 Penalty: 13621.257812
	Iteration 46Q: 3 clusters Score -1.539148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -15391498.000000 Penalty: 13621.257812
	Iteration 47Q: 3 clusters Score -1.53915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15391494.000000 Penalty: 13621.257812
	Iteration 48Q: 3 clusters Score -1.539149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -15391496.000000 Penalty: 13621.257812
	Iteration 49Q: 3 clusters Score -1.53915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15391498.000000 Penalty: 13621.257812
	Iteration 50Q: 3 clusters Score -1.53915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15391504.000000 Penalty: 13621.257812
	Iteration 51Q: 3 clusters Score -1.53915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -15391498.000000 Penalty: 13621.257812
	Iteration 52Q: 3 clusters Score -1.53915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15391508.000000 Penalty: 13621.257812
	Iteration 53Q: 3 clusters Score -1.539151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15391493.000000 Penalty: 13621.257812
	Iteration 54Q: 3 clusters Score -1.539149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -15391503.000000 Penalty: 13621.257812
	Iteration 55Q: 3 clusters Score -1.53915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15391503.000000 Penalty: 13621.257812
	Iteration 56Q: 3 clusters Score -1.53915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15391503.000000 Penalty: 13621.257812
	Iteration 57F: 3 clusters Score -1.53915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Entering Unmasked Estep 
Score: -3315029.500000 Penalty: 5896.744629
	Iteration 0F: 2 clusters Score -3315030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3301530.250000 Penalty: 11793.489258
	Iteration 0F: 3 clusters Score -3301530 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3304927.500000 Penalty: 11793.489258
	Iteration 1F: 3 clusters Score -3304928 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3305510.250000 Penalty: 11793.489258
	Iteration 2F: 3 clusters Score -3305510 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3305924.000000 Penalty: 11793.489258
	Iteration 3Q: 3 clusters Score -3305924 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3306256.000000 Penalty: 11793.489258
	Iteration 4Q: 3 clusters Score -3306256 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3306598.000000 Penalty: 11793.489258
	Iteration 5Q: 3 clusters Score -3306598 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3306927.500000 Penalty: 11793.489258
	Iteration 6Q: 3 clusters Score -3306928 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3307263.750000 Penalty: 11793.489258
	Iteration 7Q: 3 clusters Score -3307264 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3307642.750000 Penalty: 11793.489258
	Iteration 8Q: 3 clusters Score -3307643 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3308045.750000 Penalty: 11793.489258
	Iteration 9Q: 3 clusters Score -3308046 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3308524.500000 Penalty: 11793.489258
	Iteration 10Q: 3 clusters Score -3308524 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3309068.000000 Penalty: 11793.489258
	Iteration 11Q: 3 clusters Score -3309068 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3309609.250000 Penalty: 11793.489258
	Iteration 12Q: 3 clusters Score -3309609 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3310117.250000 Penalty: 11793.489258
	Iteration 13Q: 3 clusters Score -3310117 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3310519.500000 Penalty: 11793.489258
	Iteration 14Q: 3 clusters Score -3310520 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -3310785.750000 Penalty: 11793.489258
	Iteration 15Q: 3 clusters Score -3310786 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3310991.500000 Penalty: 11793.489258
	Iteration 16Q: 3 clusters Score -3310992 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3311123.000000 Penalty: 11793.489258
	Iteration 17Q: 3 clusters Score -3311123 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3311222.500000 Penalty: 11793.489258
	Iteration 18Q: 3 clusters Score -3311222 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3311307.250000 Penalty: 11793.489258
	Iteration 19Q: 3 clusters Score -3311307 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3311348.250000 Penalty: 11793.489258
	Iteration 20F: 3 clusters Score -3311348 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3311386.000000 Penalty: 11793.489258
	Iteration 21Q: 3 clusters Score -3311386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3311428.750000 Penalty: 11793.489258
	Iteration 22Q: 3 clusters Score -3311429 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3311466.250000 Penalty: 11793.489258
	Iteration 23Q: 3 clusters Score -3311466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3311489.250000 Penalty: 11793.489258
	Iteration 24Q: 3 clusters Score -3311489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3311507.000000 Penalty: 11793.489258
	Iteration 25Q: 3 clusters Score -3311507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3311521.250000 Penalty: 11793.489258
	Iteration 26Q: 3 clusters Score -3311521 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3311549.250000 Penalty: 11793.489258
	Iteration 27Q: 3 clusters Score -3311549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3311569.250000 Penalty: 11793.489258
	Iteration 28Q: 3 clusters Score -3311569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3311581.500000 Penalty: 11793.489258
	Iteration 29Q: 3 clusters Score -3311582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3311591.750000 Penalty: 11793.489258
	Iteration 30Q: 3 clusters Score -3311592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3311606.750000 Penalty: 11793.489258
	Iteration 31Q: 3 clusters Score -3311607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3311611.500000 Penalty: 11793.489258
	Iteration 32Q: 3 clusters Score -3311612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3311624.750000 Penalty: 11793.489258
	Iteration 33Q: 3 clusters Score -3311625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3311633.500000 Penalty: 11793.489258
	Iteration 34Q: 3 clusters Score -3311634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3311638.000000 Penalty: 11793.489258
	Iteration 35Q: 3 clusters Score -3311638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3311640.500000 Penalty: 11793.489258
	Iteration 36Q: 3 clusters Score -3311640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3311651.000000 Penalty: 11793.489258
	Iteration 37Q: 3 clusters Score -3311651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3311651.250000 Penalty: 11793.489258
	Iteration 38Q: 3 clusters Score -3311651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3311657.250000 Penalty: 11793.489258
	Iteration 39Q: 3 clusters Score -3311657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3311664.500000 Penalty: 11793.489258
	Iteration 40F: 3 clusters Score -3311664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3311663.000000 Penalty: 11793.489258
	Iteration 41Q: 3 clusters Score -3311663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3311666.750000 Penalty: 11793.489258
	Iteration 42Q: 3 clusters Score -3311667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3311663.500000 Penalty: 11793.489258
	Iteration 43Q: 3 clusters Score -3311664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3311673.000000 Penalty: 11793.489258
	Iteration 44Q: 3 clusters Score -3311673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3311683.750000 Penalty: 11793.489258
	Iteration 45Q: 3 clusters Score -3311684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3311691.750000 Penalty: 11793.489258
	Iteration 46Q: 3 clusters Score -3311692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3311699.000000 Penalty: 11793.489258
	Iteration 47Q: 3 clusters Score -3311699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3311697.750000 Penalty: 11793.489258
	Iteration 48Q: 3 clusters Score -3311698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3311696.750000 Penalty: 11793.489258
	Iteration 49Q: 3 clusters Score -3311697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3311694.250000 Penalty: 11793.489258
	Iteration 50Q: 3 clusters Score -3311694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3311698.000000 Penalty: 11793.489258
	Iteration 51Q: 3 clusters Score -3311698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3311704.250000 Penalty: 11793.489258
	Iteration 52Q: 3 clusters Score -3311704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3311708.000000 Penalty: 11793.489258
	Iteration 53Q: 3 clusters Score -3311708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3311705.000000 Penalty: 11793.489258
	Iteration 54Q: 3 clusters Score -3311705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3311711.750000 Penalty: 11793.489258
	Iteration 55Q: 3 clusters Score -3311712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3311720.750000 Penalty: 11793.489258
	Iteration 56Q: 3 clusters Score -3311721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3311720.250000 Penalty: 11793.489258
	Iteration 57Q: 3 clusters Score -3311720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3311729.000000 Penalty: 11793.489258
	Iteration 58Q: 3 clusters Score -3311729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3311728.500000 Penalty: 11793.489258
	Iteration 59Q: 3 clusters Score -3311728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3311734.500000 Penalty: 11793.489258
	Iteration 60F: 3 clusters Score -3311734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3311730.750000 Penalty: 11793.489258
	Iteration 61Q: 3 clusters Score -3311731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3311733.000000 Penalty: 11793.489258
	Iteration 62Q: 3 clusters Score -3311733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3311734.750000 Penalty: 11793.489258
	Iteration 63Q: 3 clusters Score -3311735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3311732.750000 Penalty: 11793.489258
	Iteration 64Q: 3 clusters Score -3311733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3311733.500000 Penalty: 11793.489258
	Iteration 65Q: 3 clusters Score -3311734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3311726.250000 Penalty: 11793.489258
	Iteration 66Q: 3 clusters Score -3311726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -3311732.500000 Penalty: 11793.489258
	Iteration 67Q: 3 clusters Score -3311732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3311733.500000 Penalty: 11793.489258
	Iteration 68Q: 3 clusters Score -3311734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -3311728.250000 Penalty: 11793.489258
	Iteration 69Q: 3 clusters Score -3311728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3311733.500000 Penalty: 11793.489258
	Iteration 70Q: 3 clusters Score -3311734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3311736.000000 Penalty: 11793.489258
	Iteration 71Q: 3 clusters Score -3311736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3311738.000000 Penalty: 11793.489258
	Iteration 72Q: 3 clusters Score -3311738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3311737.000000 Penalty: 11793.489258
	Iteration 73Q: 3 clusters Score -3311737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3311739.250000 Penalty: 11793.489258
	Iteration 74Q: 3 clusters Score -3311739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3311740.500000 Penalty: 11793.489258
	Iteration 75Q: 3 clusters Score -3311740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3311738.000000 Penalty: 11793.489258
	Iteration 76Q: 3 clusters Score -3311738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3311737.250000 Penalty: 11793.489258
	Iteration 77Q: 3 clusters Score -3311737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3311737.000000 Penalty: 11793.489258
	Iteration 78Q: 3 clusters Score -3311737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3311745.750000 Penalty: 11793.489258
	Iteration 79Q: 3 clusters Score -3311746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3311743.750000 Penalty: 11793.489258
	Iteration 80F: 3 clusters Score -3311744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3311746.000000 Penalty: 11793.489258
	Iteration 81Q: 3 clusters Score -3311746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3311746.000000 Penalty: 11793.489258
	Iteration 82Q: 3 clusters Score -3311746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3311755.250000 Penalty: 11793.489258
	Iteration 83Q: 3 clusters Score -3311755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3311756.000000 Penalty: 11793.489258
	Iteration 84Q: 3 clusters Score -3311756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3311752.000000 Penalty: 11793.489258
	Iteration 85Q: 3 clusters Score -3311752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3311749.500000 Penalty: 11793.489258
	Iteration 86Q: 3 clusters Score -3311750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3311752.500000 Penalty: 11793.489258
	Iteration 87Q: 3 clusters Score -3311752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3311753.500000 Penalty: 11793.489258
	Iteration 88Q: 3 clusters Score -3311754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3311754.500000 Penalty: 11793.489258
	Iteration 89Q: 3 clusters Score -3311754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3311750.250000 Penalty: 11793.489258
	Iteration 90Q: 3 clusters Score -3311750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3311752.250000 Penalty: 11793.489258
	Iteration 91Q: 3 clusters Score -3311752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3311753.500000 Penalty: 11793.489258
	Iteration 92Q: 3 clusters Score -3311754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3311753.500000 Penalty: 11793.489258
	Iteration 93F: 3 clusters Score -3311754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Entering Unmasked Estep 
Score: -12719618.000000 Penalty: 6697.260254
	Iteration 0F: 2 clusters Score -1.271962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -12679994.000000 Penalty: 13394.520508
	Iteration 0F: 3 clusters Score -1.267999e+07 nChanged 24855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -12693283.000000 Penalty: 13394.520508
	Iteration 1F: 3 clusters Score -1.269328e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -12694059.000000 Penalty: 13394.520508
	Iteration 2Q: 3 clusters Score -1.269406e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -12694659.000000 Penalty: 13394.520508
	Iteration 3Q: 3 clusters Score -1.269466e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -12695249.000000 Penalty: 13394.520508
	Iteration 4Q: 3 clusters Score -1.269525e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -12695879.000000 Penalty: 13394.520508
	Iteration 5Q: 3 clusters Score -1.269588e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -12696676.000000 Penalty: 13394.520508
	Iteration 6Q: 3 clusters Score -1.269668e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -12698017.000000 Penalty: 13394.520508
	Iteration 7Q: 3 clusters Score -1.269802e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -12699898.000000 Penalty: 13394.520508
	Iteration 8F: 3 clusters Score -1.26999e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -12702455.000000 Penalty: 13394.520508
	Iteration 9F: 3 clusters Score -1.270246e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -12705170.000000 Penalty: 13394.520508
	Iteration 10F: 3 clusters Score -1.270517e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -12707688.000000 Penalty: 13394.520508
	Iteration 11F: 3 clusters Score -1.270769e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -12710061.000000 Penalty: 13394.520508
	Iteration 12Q: 3 clusters Score -1.271006e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -12712003.000000 Penalty: 13394.520508
	Iteration 13Q: 3 clusters Score -1.2712e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -12713497.000000 Penalty: 13394.520508
	Iteration 14Q: 3 clusters Score -1.27135e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -12714651.000000 Penalty: 13394.520508
	Iteration 15Q: 3 clusters Score -1.271465e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -12715761.000000 Penalty: 13394.520508
	Iteration 16Q: 3 clusters Score -1.271576e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -12716379.000000 Penalty: 13394.520508
	Iteration 17Q: 3 clusters Score -1.271638e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -12716692.000000 Penalty: 13394.520508
	Iteration 18Q: 3 clusters Score -1.271669e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -12716847.000000 Penalty: 13394.520508
	Iteration 19Q: 3 clusters Score -1.271685e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -12716941.000000 Penalty: 13394.520508
	Iteration 20F: 3 clusters Score -1.271694e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -12716980.000000 Penalty: 13394.520508
	Iteration 21Q: 3 clusters Score -1.271698e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -12717007.000000 Penalty: 13394.520508
	Iteration 22Q: 3 clusters Score -1.271701e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -12717023.000000 Penalty: 13394.520508
	Iteration 23Q: 3 clusters Score -1.271702e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -12717008.000000 Penalty: 13394.520508
	Iteration 24Q: 3 clusters Score -1.271701e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -12717034.000000 Penalty: 13394.520508
	Iteration 25Q: 3 clusters Score -1.271703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -12717037.000000 Penalty: 13394.520508
	Iteration 26Q: 3 clusters Score -1.271704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -12717022.000000 Penalty: 13394.520508
	Iteration 27Q: 3 clusters Score -1.271702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -12717031.000000 Penalty: 13394.520508
	Iteration 28Q: 3 clusters Score -1.271703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -12717051.000000 Penalty: 13394.520508
	Iteration 29Q: 3 clusters Score -1.271705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -12717051.000000 Penalty: 13394.520508
	Iteration 30Q: 3 clusters Score -1.271705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -12717051.000000 Penalty: 13394.520508
	Iteration 31F: 3 clusters Score -1.271705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Entering Unmasked Estep 
Score: -3600947.750000 Penalty: 5917.070801
	Iteration 0F: 2 clusters Score -3600948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3587135.500000 Penalty: 11834.141602
	Iteration 0F: 3 clusters Score -3587136 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3590468.250000 Penalty: 11834.141602
	Iteration 1F: 3 clusters Score -3590468 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3590948.500000 Penalty: 11834.141602
	Iteration 2F: 3 clusters Score -3590948 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3591255.250000 Penalty: 11834.141602
	Iteration 3Q: 3 clusters Score -3591255 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3591464.750000 Penalty: 11834.141602
	Iteration 4Q: 3 clusters Score -3591465 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3591624.750000 Penalty: 11834.141602
	Iteration 5Q: 3 clusters Score -3591625 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3591790.000000 Penalty: 11834.141602
	Iteration 6Q: 3 clusters Score -3591790 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3591906.500000 Penalty: 11834.141602
	Iteration 7Q: 3 clusters Score -3591906 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3592022.000000 Penalty: 11834.141602
	Iteration 8Q: 3 clusters Score -3592022 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3592138.500000 Penalty: 11834.141602
	Iteration 9Q: 3 clusters Score -3592138 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3592226.250000 Penalty: 11834.141602
	Iteration 10Q: 3 clusters Score -3592226 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3592326.750000 Penalty: 11834.141602
	Iteration 11Q: 3 clusters Score -3592327 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -3592406.250000 Penalty: 11834.141602
	Iteration 12Q: 3 clusters Score -3592406 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3592480.250000 Penalty: 11834.141602
	Iteration 13Q: 3 clusters Score -3592480 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3592571.250000 Penalty: 11834.141602
	Iteration 14Q: 3 clusters Score -3592571 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3592677.500000 Penalty: 11834.141602
	Iteration 15Q: 3 clusters Score -3592678 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3592812.000000 Penalty: 11834.141602
	Iteration 16Q: 3 clusters Score -3592812 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3592964.750000 Penalty: 11834.141602
	Iteration 17Q: 3 clusters Score -3592965 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3593143.750000 Penalty: 11834.141602
	Iteration 18Q: 3 clusters Score -3593144 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -3593340.750000 Penalty: 11834.141602
	Iteration 19Q: 3 clusters Score -3593341 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3593565.500000 Penalty: 11834.141602
	Iteration 20F: 3 clusters Score -3593566 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3593836.000000 Penalty: 11834.141602
	Iteration 21Q: 3 clusters Score -3593836 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3594110.500000 Penalty: 11834.141602
	Iteration 22Q: 3 clusters Score -3594110 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3594345.500000 Penalty: 11834.141602
	Iteration 23Q: 3 clusters Score -3594346 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3594551.500000 Penalty: 11834.141602
	Iteration 24Q: 3 clusters Score -3594552 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3594758.250000 Penalty: 11834.141602
	Iteration 25Q: 3 clusters Score -3594758 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3594963.250000 Penalty: 11834.141602
	Iteration 26Q: 3 clusters Score -3594963 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3595106.000000 Penalty: 11834.141602
	Iteration 27Q: 3 clusters Score -3595106 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3595236.500000 Penalty: 11834.141602
	Iteration 28Q: 3 clusters Score -3595236 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3595332.750000 Penalty: 11834.141602
	Iteration 29Q: 3 clusters Score -3595333 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3595417.000000 Penalty: 11834.141602
	Iteration 30Q: 3 clusters Score -3595417 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3595492.000000 Penalty: 11834.141602
	Iteration 31Q: 3 clusters Score -3595492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3595529.250000 Penalty: 11834.141602
	Iteration 32Q: 3 clusters Score -3595529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3595571.500000 Penalty: 11834.141602
	Iteration 33Q: 3 clusters Score -3595572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3595616.750000 Penalty: 11834.141602
	Iteration 34Q: 3 clusters Score -3595617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3595644.500000 Penalty: 11834.141602
	Iteration 35Q: 3 clusters Score -3595644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3595662.250000 Penalty: 11834.141602
	Iteration 36Q: 3 clusters Score -3595662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3595672.750000 Penalty: 11834.141602
	Iteration 37Q: 3 clusters Score -3595673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3595692.750000 Penalty: 11834.141602
	Iteration 38Q: 3 clusters Score -3595693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3595705.250000 Penalty: 11834.141602
	Iteration 39Q: 3 clusters Score -3595705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3595705.000000 Penalty: 11834.141602
	Iteration 40F: 3 clusters Score -3595705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3595715.750000 Penalty: 11834.141602
	Iteration 41Q: 3 clusters Score -3595716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3595721.500000 Penalty: 11834.141602
	Iteration 42Q: 3 clusters Score -3595722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3595723.250000 Penalty: 11834.141602
	Iteration 43Q: 3 clusters Score -3595723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3595729.500000 Penalty: 11834.141602
	Iteration 44Q: 3 clusters Score -3595730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3595738.750000 Penalty: 11834.141602
	Iteration 45Q: 3 clusters Score -3595739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3595743.750000 Penalty: 11834.141602
	Iteration 46Q: 3 clusters Score -3595744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3595745.250000 Penalty: 11834.141602
	Iteration 47Q: 3 clusters Score -3595745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3595745.000000 Penalty: 11834.141602
	Iteration 48Q: 3 clusters Score -3595745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3595747.500000 Penalty: 11834.141602
	Iteration 49Q: 3 clusters Score -3595748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3595749.000000 Penalty: 11834.141602
	Iteration 50Q: 3 clusters Score -3595749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3595749.000000 Penalty: 11834.141602
	Iteration 51F: 3 clusters Score -3595749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -1586056.250000 Penalty: 5435.599121
	Iteration 0F: 2 clusters Score -1586056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1577666.625000 Penalty: 10871.198242
	Iteration 0F: 3 clusters Score -1577667 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1579194.625000 Penalty: 10871.198242
	Iteration 1F: 3 clusters Score -1579195 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1579546.750000 Penalty: 10871.198242
	Iteration 2F: 3 clusters Score -1579547 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1579754.875000 Penalty: 10871.198242
	Iteration 3Q: 3 clusters Score -1579755 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1579907.000000 Penalty: 10871.198242
	Iteration 4Q: 3 clusters Score -1579907 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1580026.625000 Penalty: 10871.198242
	Iteration 5Q: 3 clusters Score -1580027 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1580112.500000 Penalty: 10871.198242
	Iteration 6Q: 3 clusters Score -1580112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1580157.375000 Penalty: 10871.198242
	Iteration 7Q: 3 clusters Score -1580157 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1580200.500000 Penalty: 10871.198242
	Iteration 8Q: 3 clusters Score -1580200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1580244.125000 Penalty: 10871.198242
	Iteration 9Q: 3 clusters Score -1580244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1580286.750000 Penalty: 10871.198242
	Iteration 10Q: 3 clusters Score -1580287 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1580321.625000 Penalty: 10871.198242
	Iteration 11Q: 3 clusters Score -1580322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1580357.750000 Penalty: 10871.198242
	Iteration 12Q: 3 clusters Score -1580358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1580393.250000 Penalty: 10871.198242
	Iteration 13Q: 3 clusters Score -1580393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1580426.125000 Penalty: 10871.198242
	Iteration 14Q: 3 clusters Score -1580426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1580457.000000 Penalty: 10871.198242
	Iteration 15Q: 3 clusters Score -1580457 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1580489.125000 Penalty: 10871.198242
	Iteration 16Q: 3 clusters Score -1580489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1580516.375000 Penalty: 10871.198242
	Iteration 17Q: 3 clusters Score -1580516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1580547.000000 Penalty: 10871.198242
	Iteration 18Q: 3 clusters Score -1580547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1580581.500000 Penalty: 10871.198242
	Iteration 19Q: 3 clusters Score -1580582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1580613.875000 Penalty: 10871.198242
	Iteration 20F: 3 clusters Score -1580614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1580659.375000 Penalty: 10871.198242
	Iteration 21Q: 3 clusters Score -1580659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1580696.000000 Penalty: 10871.198242
	Iteration 22Q: 3 clusters Score -1580696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1580736.125000 Penalty: 10871.198242
	Iteration 23Q: 3 clusters Score -1580736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1580774.750000 Penalty: 10871.198242
	Iteration 24Q: 3 clusters Score -1580775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1580823.250000 Penalty: 10871.198242
	Iteration 25Q: 3 clusters Score -1580823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1580865.375000 Penalty: 10871.198242
	Iteration 26Q: 3 clusters Score -1580865 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1580916.750000 Penalty: 10871.198242
	Iteration 27Q: 3 clusters Score -1580917 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1580955.250000 Penalty: 10871.198242
	Iteration 28Q: 3 clusters Score -1580955 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1581007.625000 Penalty: 10871.198242
	Iteration 29Q: 3 clusters Score -1581008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1581065.250000 Penalty: 10871.198242
	Iteration 30Q: 3 clusters Score -1581065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1581109.125000 Penalty: 10871.198242
	Iteration 31Q: 3 clusters Score -1581109 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1581146.125000 Penalty: 10871.198242
	Iteration 32Q: 3 clusters Score -1581146 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1581182.875000 Penalty: 10871.198242
	Iteration 33Q: 3 clusters Score -1581183 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1581222.375000 Penalty: 10871.198242
	Iteration 34Q: 3 clusters Score -1581222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1581273.500000 Penalty: 10871.198242
	Iteration 35Q: 3 clusters Score -1581274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1581314.250000 Penalty: 10871.198242
	Iteration 36Q: 3 clusters Score -1581314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1581345.000000 Penalty: 10871.198242
	Iteration 37Q: 3 clusters Score -1581345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1581384.750000 Penalty: 10871.198242
	Iteration 38Q: 3 clusters Score -1581385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1581421.000000 Penalty: 10871.198242
	Iteration 39Q: 3 clusters Score -1581421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1581455.875000 Penalty: 10871.198242
	Iteration 40F: 3 clusters Score -1581456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1581488.750000 Penalty: 10871.198242
	Iteration 41Q: 3 clusters Score -1581489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1581521.875000 Penalty: 10871.198242
	Iteration 42Q: 3 clusters Score -1581522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1581556.125000 Penalty: 10871.198242
	Iteration 43Q: 3 clusters Score -1581556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1581587.375000 Penalty: 10871.198242
	Iteration 44Q: 3 clusters Score -1581587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1581614.125000 Penalty: 10871.198242
	Iteration 45Q: 3 clusters Score -1581614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1581642.500000 Penalty: 10871.198242
	Iteration 46Q: 3 clusters Score -1581642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1581673.625000 Penalty: 10871.198242
	Iteration 47Q: 3 clusters Score -1581674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1581706.500000 Penalty: 10871.198242
	Iteration 48Q: 3 clusters Score -1581706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1581738.125000 Penalty: 10871.198242
	Iteration 49Q: 3 clusters Score -1581738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1581765.625000 Penalty: 10871.198242
	Iteration 50Q: 3 clusters Score -1581766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1581789.125000 Penalty: 10871.198242
	Iteration 51Q: 3 clusters Score -1581789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1581813.750000 Penalty: 10871.198242
	Iteration 52Q: 3 clusters Score -1581814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1581834.750000 Penalty: 10871.198242
	Iteration 53Q: 3 clusters Score -1581835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1581861.625000 Penalty: 10871.198242
	Iteration 54Q: 3 clusters Score -1581862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1581883.750000 Penalty: 10871.198242
	Iteration 55Q: 3 clusters Score -1581884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1581897.750000 Penalty: 10871.198242
	Iteration 56Q: 3 clusters Score -1581898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1581910.125000 Penalty: 10871.198242
	Iteration 57Q: 3 clusters Score -1581910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1581926.125000 Penalty: 10871.198242
	Iteration 58Q: 3 clusters Score -1581926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1581937.000000 Penalty: 10871.198242
	Iteration 59Q: 3 clusters Score -1581937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1581951.750000 Penalty: 10871.198242
	Iteration 60F: 3 clusters Score -1581952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1581964.375000 Penalty: 10871.198242
	Iteration 61Q: 3 clusters Score -1581964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1581977.250000 Penalty: 10871.198242
	Iteration 62Q: 3 clusters Score -1581977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1581983.250000 Penalty: 10871.198242
	Iteration 63Q: 3 clusters Score -1581983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1581992.375000 Penalty: 10871.198242
	Iteration 64Q: 3 clusters Score -1581992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1581999.750000 Penalty: 10871.198242
	Iteration 65Q: 3 clusters Score -1582000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1582007.625000 Penalty: 10871.198242
	Iteration 66Q: 3 clusters Score -1582008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1582007.625000 Penalty: 10871.198242
	Iteration 67Q: 3 clusters Score -1582008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1582010.250000 Penalty: 10871.198242
	Iteration 68Q: 3 clusters Score -1582010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1582010.250000 Penalty: 10871.198242
	Iteration 69Q: 3 clusters Score -1582010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1582013.000000 Penalty: 10871.198242
	Iteration 70Q: 3 clusters Score -1582013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1582016.625000 Penalty: 10871.198242
	Iteration 71Q: 3 clusters Score -1582017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1582020.250000 Penalty: 10871.198242
	Iteration 72Q: 3 clusters Score -1582020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1582020.625000 Penalty: 10871.198242
	Iteration 73Q: 3 clusters Score -1582021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1582020.625000 Penalty: 10871.198242
	Iteration 74F: 3 clusters Score -1582021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Entering Unmasked Estep 
Score: -14723415.000000 Penalty: 6782.208496
	Iteration 0F: 2 clusters Score -1.472342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -14678573.000000 Penalty: 13564.416992
	Iteration 0F: 3 clusters Score -1.467857e+07 nChanged 28573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -14694002.000000 Penalty: 13564.416992
	Iteration 1F: 3 clusters Score -1.4694e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -14695021.000000 Penalty: 13564.416992
	Iteration 2Q: 3 clusters Score -1.469502e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -14695878.000000 Penalty: 13564.416992
	Iteration 3Q: 3 clusters Score -1.469588e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -14696536.000000 Penalty: 13564.416992
	Iteration 4Q: 3 clusters Score -1.469654e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -14697178.000000 Penalty: 13564.416992
	Iteration 5Q: 3 clusters Score -1.469718e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -14697930.000000 Penalty: 13564.416992
	Iteration 6Q: 3 clusters Score -1.469793e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -14698827.000000 Penalty: 13564.416992
	Iteration 7Q: 3 clusters Score -1.469883e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -14699896.000000 Penalty: 13564.416992
	Iteration 8Q: 3 clusters Score -1.46999e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -14701324.000000 Penalty: 13564.416992
	Iteration 9Q: 3 clusters Score -1.470132e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -14702770.000000 Penalty: 13564.416992
	Iteration 10Q: 3 clusters Score -1.470277e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -14704566.000000 Penalty: 13564.416992
	Iteration 11Q: 3 clusters Score -1.470457e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -14706468.000000 Penalty: 13564.416992
	Iteration 12Q: 3 clusters Score -1.470647e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -14708289.000000 Penalty: 13564.416992
	Iteration 13Q: 3 clusters Score -1.470829e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -14709889.000000 Penalty: 13564.416992
	Iteration 14Q: 3 clusters Score -1.470989e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -14711530.000000 Penalty: 13564.416992
	Iteration 15Q: 3 clusters Score -1.471153e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -14713020.000000 Penalty: 13564.416992
	Iteration 16Q: 3 clusters Score -1.471302e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -14714346.000000 Penalty: 13564.416992
	Iteration 17Q: 3 clusters Score -1.471435e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -14715392.000000 Penalty: 13564.416992
	Iteration 18Q: 3 clusters Score -1.471539e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -14716126.000000 Penalty: 13564.416992
	Iteration 19Q: 3 clusters Score -1.471613e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -14716665.000000 Penalty: 13564.416992
	Iteration 20F: 3 clusters Score -1.471666e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -14716980.000000 Penalty: 13564.416992
	Iteration 21Q: 3 clusters Score -1.471698e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -14717165.000000 Penalty: 13564.416992
	Iteration 22Q: 3 clusters Score -1.471716e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -14717356.000000 Penalty: 13564.416992
	Iteration 23Q: 3 clusters Score -1.471736e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -14717465.000000 Penalty: 13564.416992
	Iteration 24Q: 3 clusters Score -1.471746e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -14717562.000000 Penalty: 13564.416992
	Iteration 25Q: 3 clusters Score -1.471756e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -14717612.000000 Penalty: 13564.416992
	Iteration 26Q: 3 clusters Score -1.471761e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -14717674.000000 Penalty: 13564.416992
	Iteration 27Q: 3 clusters Score -1.471767e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -14717714.000000 Penalty: 13564.416992
	Iteration 28Q: 3 clusters Score -1.471771e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -14717722.000000 Penalty: 13564.416992
	Iteration 29Q: 3 clusters Score -1.471772e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -14717762.000000 Penalty: 13564.416992
	Iteration 30Q: 3 clusters Score -1.471776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14717747.000000 Penalty: 13564.416992
	Iteration 31Q: 3 clusters Score -1.471775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -14717787.000000 Penalty: 13564.416992
	Iteration 32Q: 3 clusters Score -1.471779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -14717808.000000 Penalty: 13564.416992
	Iteration 33Q: 3 clusters Score -1.471781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -14717807.000000 Penalty: 13564.416992
	Iteration 34Q: 3 clusters Score -1.471781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14717808.000000 Penalty: 13564.416992
	Iteration 35Q: 3 clusters Score -1.471781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14717823.000000 Penalty: 13564.416992
	Iteration 36Q: 3 clusters Score -1.471782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -14717857.000000 Penalty: 13564.416992
	Iteration 37Q: 3 clusters Score -1.471786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14717844.000000 Penalty: 13564.416992
	Iteration 38Q: 3 clusters Score -1.471784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14717857.000000 Penalty: 13564.416992
	Iteration 39Q: 3 clusters Score -1.471786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -14717844.000000 Penalty: 13564.416992
	Iteration 40F: 3 clusters Score -1.471784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -14717852.000000 Penalty: 13564.416992
	Iteration 41Q: 3 clusters Score -1.471785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -14717891.000000 Penalty: 13564.416992
	Iteration 42Q: 3 clusters Score -1.471789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -14717890.000000 Penalty: 13564.416992
	Iteration 43Q: 3 clusters Score -1.471789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14717903.000000 Penalty: 13564.416992
	Iteration 44Q: 3 clusters Score -1.47179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -14717906.000000 Penalty: 13564.416992
	Iteration 45Q: 3 clusters Score -1.471791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -14717911.000000 Penalty: 13564.416992
	Iteration 46Q: 3 clusters Score -1.471791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -14717912.000000 Penalty: 13564.416992
	Iteration 47Q: 3 clusters Score -1.471791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14717916.000000 Penalty: 13564.416992
	Iteration 48Q: 3 clusters Score -1.471792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -14717909.000000 Penalty: 13564.416992
	Iteration 49Q: 3 clusters Score -1.471791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -14717915.000000 Penalty: 13564.416992
	Iteration 50Q: 3 clusters Score -1.471792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14717909.000000 Penalty: 13564.416992
	Iteration 51Q: 3 clusters Score -1.471791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14717921.000000 Penalty: 13564.416992
	Iteration 52Q: 3 clusters Score -1.471792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -14717909.000000 Penalty: 13564.416992
	Iteration 53Q: 3 clusters Score -1.471791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -14717913.000000 Penalty: 13564.416992
	Iteration 54Q: 3 clusters Score -1.471791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -14717933.000000 Penalty: 13564.416992
	Iteration 55Q: 3 clusters Score -1.471793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -14717922.000000 Penalty: 13564.416992
	Iteration 56Q: 3 clusters Score -1.471792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -14717929.000000 Penalty: 13564.416992
	Iteration 57Q: 3 clusters Score -1.471793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -14717929.000000 Penalty: 13564.416992
	Iteration 58F: 3 clusters Score -1.471793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Entering Unmasked Estep 
Score: -5472559.000000 Penalty: 6175.615723
	Iteration 0F: 2 clusters Score -5472559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -5453459.500000 Penalty: 12351.231445
	Iteration 0F: 3 clusters Score -5453460 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -5458795.000000 Penalty: 12351.231445
	Iteration 1F: 3 clusters Score -5458795 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -5459507.000000 Penalty: 12351.231445
	Iteration 2F: 3 clusters Score -5459507 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -5459984.500000 Penalty: 12351.231445
	Iteration 3Q: 3 clusters Score -5459984 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -5460388.500000 Penalty: 12351.231445
	Iteration 4Q: 3 clusters Score -5460388 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -5460731.500000 Penalty: 12351.231445
	Iteration 5Q: 3 clusters Score -5460732 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -5461020.000000 Penalty: 12351.231445
	Iteration 6Q: 3 clusters Score -5461020 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -5461277.500000 Penalty: 12351.231445
	Iteration 7Q: 3 clusters Score -5461278 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -5461517.500000 Penalty: 12351.231445
	Iteration 8Q: 3 clusters Score -5461518 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -5461791.500000 Penalty: 12351.231445
	Iteration 9Q: 3 clusters Score -5461792 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -5462031.000000 Penalty: 12351.231445
	Iteration 10Q: 3 clusters Score -5462031 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -5462320.500000 Penalty: 12351.231445
	Iteration 11Q: 3 clusters Score -5462320 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -5462591.000000 Penalty: 12351.231445
	Iteration 12Q: 3 clusters Score -5462591 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5462912.500000 Penalty: 12351.231445
	Iteration 13Q: 3 clusters Score -5462912 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5463221.000000 Penalty: 12351.231445
	Iteration 14Q: 3 clusters Score -5463221 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -5463544.000000 Penalty: 12351.231445
	Iteration 15Q: 3 clusters Score -5463544 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -5463851.500000 Penalty: 12351.231445
	Iteration 16Q: 3 clusters Score -5463852 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -5464140.000000 Penalty: 12351.231445
	Iteration 17Q: 3 clusters Score -5464140 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -5464481.500000 Penalty: 12351.231445
	Iteration 18Q: 3 clusters Score -5464482 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -5464793.500000 Penalty: 12351.231445
	Iteration 19Q: 3 clusters Score -5464794 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -5465100.500000 Penalty: 12351.231445
	Iteration 20F: 3 clusters Score -5465100 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -5465394.000000 Penalty: 12351.231445
	Iteration 21Q: 3 clusters Score -5465394 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -5465668.000000 Penalty: 12351.231445
	Iteration 22Q: 3 clusters Score -5465668 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -5465861.000000 Penalty: 12351.231445
	Iteration 23Q: 3 clusters Score -5465861 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -5466052.500000 Penalty: 12351.231445
	Iteration 24Q: 3 clusters Score -5466052 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -5466222.500000 Penalty: 12351.231445
	Iteration 25Q: 3 clusters Score -5466222 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5466391.500000 Penalty: 12351.231445
	Iteration 26Q: 3 clusters Score -5466392 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -5466509.500000 Penalty: 12351.231445
	Iteration 27Q: 3 clusters Score -5466510 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5466622.500000 Penalty: 12351.231445
	Iteration 28Q: 3 clusters Score -5466622 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -5466695.500000 Penalty: 12351.231445
	Iteration 29Q: 3 clusters Score -5466696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5466767.000000 Penalty: 12351.231445
	Iteration 30Q: 3 clusters Score -5466767 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5466816.000000 Penalty: 12351.231445
	Iteration 31Q: 3 clusters Score -5466816 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -5466887.500000 Penalty: 12351.231445
	Iteration 32Q: 3 clusters Score -5466888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -5466918.500000 Penalty: 12351.231445
	Iteration 33Q: 3 clusters Score -5466918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -5466949.000000 Penalty: 12351.231445
	Iteration 34Q: 3 clusters Score -5466949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5466972.000000 Penalty: 12351.231445
	Iteration 35Q: 3 clusters Score -5466972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -5466990.500000 Penalty: 12351.231445
	Iteration 36Q: 3 clusters Score -5466990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -5467005.000000 Penalty: 12351.231445
	Iteration 37Q: 3 clusters Score -5467005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -5467019.000000 Penalty: 12351.231445
	Iteration 38Q: 3 clusters Score -5467019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -5467049.500000 Penalty: 12351.231445
	Iteration 39Q: 3 clusters Score -5467050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -5467067.500000 Penalty: 12351.231445
	Iteration 40F: 3 clusters Score -5467068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5467070.500000 Penalty: 12351.231445
	Iteration 41Q: 3 clusters Score -5467070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -5467082.000000 Penalty: 12351.231445
	Iteration 42Q: 3 clusters Score -5467082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -5467095.500000 Penalty: 12351.231445
	Iteration 43Q: 3 clusters Score -5467096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -5467096.500000 Penalty: 12351.231445
	Iteration 44Q: 3 clusters Score -5467096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -5467104.000000 Penalty: 12351.231445
	Iteration 45Q: 3 clusters Score -5467104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -5467117.500000 Penalty: 12351.231445
	Iteration 46Q: 3 clusters Score -5467118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5467122.000000 Penalty: 12351.231445
	Iteration 47Q: 3 clusters Score -5467122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -5467123.500000 Penalty: 12351.231445
	Iteration 48Q: 3 clusters Score -5467124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -5467123.500000 Penalty: 12351.231445
	Iteration 49Q: 3 clusters Score -5467124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -5467128.000000 Penalty: 12351.231445
	Iteration 50Q: 3 clusters Score -5467128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -5467125.000000 Penalty: 12351.231445
	Iteration 51Q: 3 clusters Score -5467125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -5467131.000000 Penalty: 12351.231445
	Iteration 52Q: 3 clusters Score -5467131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -5467140.000000 Penalty: 12351.231445
	Iteration 53Q: 3 clusters Score -5467140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5467146.000000 Penalty: 12351.231445
	Iteration 54Q: 3 clusters Score -5467146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -5467143.500000 Penalty: 12351.231445
	Iteration 55Q: 3 clusters Score -5467144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -5467159.000000 Penalty: 12351.231445
	Iteration 56Q: 3 clusters Score -5467159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -5467166.000000 Penalty: 12351.231445
	Iteration 57Q: 3 clusters Score -5467166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -5467169.000000 Penalty: 12351.231445
	Iteration 58Q: 3 clusters Score -5467169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -5467169.000000 Penalty: 12351.231445
	Iteration 59Q: 3 clusters Score -5467169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -5467166.000000 Penalty: 12351.231445
	Iteration 60F: 3 clusters Score -5467166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -5467175.000000 Penalty: 12351.231445
	Iteration 61Q: 3 clusters Score -5467175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -5467180.500000 Penalty: 12351.231445
	Iteration 62Q: 3 clusters Score -5467180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -5467180.500000 Penalty: 12351.231445
	Iteration 63Q: 3 clusters Score -5467180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -5467186.000000 Penalty: 12351.231445
	Iteration 64Q: 3 clusters Score -5467186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -5467192.500000 Penalty: 12351.231445
	Iteration 65Q: 3 clusters Score -5467192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -5467192.500000 Penalty: 12351.231445
	Iteration 66Q: 3 clusters Score -5467192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5467198.500000 Penalty: 12351.231445
	Iteration 67Q: 3 clusters Score -5467198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -5467203.500000 Penalty: 12351.231445
	Iteration 68Q: 3 clusters Score -5467204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -5467204.500000 Penalty: 12351.231445
	Iteration 69Q: 3 clusters Score -5467204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5467210.000000 Penalty: 12351.231445
	Iteration 70Q: 3 clusters Score -5467210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -5467213.500000 Penalty: 12351.231445
	Iteration 71Q: 3 clusters Score -5467214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -5467217.000000 Penalty: 12351.231445
	Iteration 72Q: 3 clusters Score -5467217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -5467213.000000 Penalty: 12351.231445
	Iteration 73Q: 3 clusters Score -5467213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -5467213.000000 Penalty: 12351.231445
	Iteration 74F: 3 clusters Score -5467213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -531202.625000 Penalty: 4783.344238
	Iteration 0F: 2 clusters Score -531202.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -525948.937500 Penalty: 9566.688477
	Iteration 0F: 3 clusters Score -525948.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -526744.750000 Penalty: 9566.688477
	Iteration 1F: 3 clusters Score -526744.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -527023.750000 Penalty: 9566.688477
	Iteration 2F: 3 clusters Score -527023.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -527210.375000 Penalty: 9566.688477
	Iteration 3Q: 3 clusters Score -527210.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -527404.000000 Penalty: 9566.688477
	Iteration 4Q: 3 clusters Score -527404 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -527556.312500 Penalty: 9566.688477
	Iteration 5Q: 3 clusters Score -527556.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -527663.937500 Penalty: 9566.688477
	Iteration 6Q: 3 clusters Score -527663.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -527754.562500 Penalty: 9566.688477
	Iteration 7Q: 3 clusters Score -527754.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -527832.437500 Penalty: 9566.688477
	Iteration 8Q: 3 clusters Score -527832.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -527905.125000 Penalty: 9566.688477
	Iteration 9Q: 3 clusters Score -527905.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -527974.750000 Penalty: 9566.688477
	Iteration 10Q: 3 clusters Score -527974.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -528061.937500 Penalty: 9566.688477
	Iteration 11Q: 3 clusters Score -528061.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -528154.625000 Penalty: 9566.688477
	Iteration 12Q: 3 clusters Score -528154.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -528211.687500 Penalty: 9566.688477
	Iteration 13Q: 3 clusters Score -528211.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -528251.562500 Penalty: 9566.688477
	Iteration 14Q: 3 clusters Score -528251.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -528277.375000 Penalty: 9566.688477
	Iteration 15Q: 3 clusters Score -528277.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -528304.750000 Penalty: 9566.688477
	Iteration 16Q: 3 clusters Score -528304.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -528321.250000 Penalty: 9566.688477
	Iteration 17Q: 3 clusters Score -528321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -528335.562500 Penalty: 9566.688477
	Iteration 18Q: 3 clusters Score -528335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -528353.562500 Penalty: 9566.688477
	Iteration 19Q: 3 clusters Score -528353.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -528369.562500 Penalty: 9566.688477
	Iteration 20F: 3 clusters Score -528369.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -528383.937500 Penalty: 9566.688477
	Iteration 21Q: 3 clusters Score -528383.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -528397.500000 Penalty: 9566.688477
	Iteration 22Q: 3 clusters Score -528397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -528414.562500 Penalty: 9566.688477
	Iteration 23Q: 3 clusters Score -528414.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -528429.750000 Penalty: 9566.688477
	Iteration 24Q: 3 clusters Score -528429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -528440.937500 Penalty: 9566.688477
	Iteration 25Q: 3 clusters Score -528440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -528451.875000 Penalty: 9566.688477
	Iteration 26Q: 3 clusters Score -528451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -528465.562500 Penalty: 9566.688477
	Iteration 27Q: 3 clusters Score -528465.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -528474.687500 Penalty: 9566.688477
	Iteration 28Q: 3 clusters Score -528474.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -528482.750000 Penalty: 9566.688477
	Iteration 29Q: 3 clusters Score -528482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -528491.937500 Penalty: 9566.688477
	Iteration 30Q: 3 clusters Score -528491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -528495.125000 Penalty: 9566.688477
	Iteration 31Q: 3 clusters Score -528495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -528499.500000 Penalty: 9566.688477
	Iteration 32Q: 3 clusters Score -528499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -528501.187500 Penalty: 9566.688477
	Iteration 33Q: 3 clusters Score -528501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -528503.687500 Penalty: 9566.688477
	Iteration 34Q: 3 clusters Score -528503.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -528509.500000 Penalty: 9566.688477
	Iteration 35Q: 3 clusters Score -528509.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -528511.812500 Penalty: 9566.688477
	Iteration 36Q: 3 clusters Score -528511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -528518.812500 Penalty: 9566.688477
	Iteration 37Q: 3 clusters Score -528518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -528521.937500 Penalty: 9566.688477
	Iteration 38Q: 3 clusters Score -528521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -528524.250000 Penalty: 9566.688477
	Iteration 39Q: 3 clusters Score -528524.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -528524.250000 Penalty: 9566.688477
	Iteration 40F: 3 clusters Score -528524.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Entering Unmasked Estep 
Score: -3859164.000000 Penalty: 5960.187012
	Iteration 0F: 2 clusters Score -3859164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3844572.500000 Penalty: 11920.374023
	Iteration 0F: 3 clusters Score -3844572 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3848239.000000 Penalty: 11920.374023
	Iteration 1F: 3 clusters Score -3848239 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3848864.750000 Penalty: 11920.374023
	Iteration 2F: 3 clusters Score -3848865 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3849243.750000 Penalty: 11920.374023
	Iteration 3Q: 3 clusters Score -3849244 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3849548.500000 Penalty: 11920.374023
	Iteration 4Q: 3 clusters Score -3849548 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -3849813.500000 Penalty: 11920.374023
	Iteration 5Q: 3 clusters Score -3849814 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3850089.000000 Penalty: 11920.374023
	Iteration 6Q: 3 clusters Score -3850089 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3850338.500000 Penalty: 11920.374023
	Iteration 7Q: 3 clusters Score -3850338 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3850631.500000 Penalty: 11920.374023
	Iteration 8Q: 3 clusters Score -3850632 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3850994.000000 Penalty: 11920.374023
	Iteration 9Q: 3 clusters Score -3850994 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3851415.500000 Penalty: 11920.374023
	Iteration 10Q: 3 clusters Score -3851416 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3851816.000000 Penalty: 11920.374023
	Iteration 11Q: 3 clusters Score -3851816 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3852240.750000 Penalty: 11920.374023
	Iteration 12Q: 3 clusters Score -3852241 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3852672.250000 Penalty: 11920.374023
	Iteration 13Q: 3 clusters Score -3852672 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3853010.750000 Penalty: 11920.374023
	Iteration 14Q: 3 clusters Score -3853011 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3853286.000000 Penalty: 11920.374023
	Iteration 15Q: 3 clusters Score -3853286 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3853496.000000 Penalty: 11920.374023
	Iteration 16Q: 3 clusters Score -3853496 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3853654.000000 Penalty: 11920.374023
	Iteration 17Q: 3 clusters Score -3853654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3853748.750000 Penalty: 11920.374023
	Iteration 18Q: 3 clusters Score -3853749 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3853830.250000 Penalty: 11920.374023
	Iteration 19Q: 3 clusters Score -3853830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3853889.250000 Penalty: 11920.374023
	Iteration 20F: 3 clusters Score -3853889 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3853924.750000 Penalty: 11920.374023
	Iteration 21Q: 3 clusters Score -3853925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3853952.500000 Penalty: 11920.374023
	Iteration 22Q: 3 clusters Score -3853952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3853973.750000 Penalty: 11920.374023
	Iteration 23Q: 3 clusters Score -3853974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3853987.000000 Penalty: 11920.374023
	Iteration 24Q: 3 clusters Score -3853987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3854008.000000 Penalty: 11920.374023
	Iteration 25Q: 3 clusters Score -3854008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3854012.500000 Penalty: 11920.374023
	Iteration 26Q: 3 clusters Score -3854012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3854015.250000 Penalty: 11920.374023
	Iteration 27Q: 3 clusters Score -3854015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3854021.750000 Penalty: 11920.374023
	Iteration 28Q: 3 clusters Score -3854022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3854034.750000 Penalty: 11920.374023
	Iteration 29Q: 3 clusters Score -3854035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3854036.250000 Penalty: 11920.374023
	Iteration 30Q: 3 clusters Score -3854036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3854036.250000 Penalty: 11920.374023
	Iteration 31F: 3 clusters Score -3854036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Entering Unmasked Estep 
Score: -3503191.500000 Penalty: 5913.114258
	Iteration 0F: 2 clusters Score -3503192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3489484.000000 Penalty: 11826.228516
	Iteration 0F: 3 clusters Score -3489484 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3492864.750000 Penalty: 11826.228516
	Iteration 1F: 3 clusters Score -3492865 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3493509.500000 Penalty: 11826.228516
	Iteration 2F: 3 clusters Score -3493510 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3494100.750000 Penalty: 11826.228516
	Iteration 3F: 3 clusters Score -3494101 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3494769.000000 Penalty: 11826.228516
	Iteration 4Q: 3 clusters Score -3494769 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3495391.500000 Penalty: 11826.228516
	Iteration 5F: 3 clusters Score -3495392 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3496004.250000 Penalty: 11826.228516
	Iteration 6F: 3 clusters Score -3496004 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -3496624.250000 Penalty: 11826.228516
	Iteration 7F: 3 clusters Score -3496624 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3497254.500000 Penalty: 11826.228516
	Iteration 8F: 3 clusters Score -3497254 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3497919.500000 Penalty: 11826.228516
	Iteration 9F: 3 clusters Score -3497920 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3498516.250000 Penalty: 11826.228516
	Iteration 10F: 3 clusters Score -3498516 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3499000.750000 Penalty: 11826.228516
	Iteration 11Q: 3 clusters Score -3499001 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3499383.000000 Penalty: 11826.228516
	Iteration 12Q: 3 clusters Score -3499383 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3499699.000000 Penalty: 11826.228516
	Iteration 13Q: 3 clusters Score -3499699 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3499932.500000 Penalty: 11826.228516
	Iteration 14Q: 3 clusters Score -3499932 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3500107.000000 Penalty: 11826.228516
	Iteration 15Q: 3 clusters Score -3500107 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3500246.000000 Penalty: 11826.228516
	Iteration 16Q: 3 clusters Score -3500246 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3500345.500000 Penalty: 11826.228516
	Iteration 17Q: 3 clusters Score -3500346 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3500435.750000 Penalty: 11826.228516
	Iteration 18Q: 3 clusters Score -3500436 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3500504.250000 Penalty: 11826.228516
	Iteration 19Q: 3 clusters Score -3500504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3500544.500000 Penalty: 11826.228516
	Iteration 20F: 3 clusters Score -3500544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3500580.750000 Penalty: 11826.228516
	Iteration 21Q: 3 clusters Score -3500581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3500630.250000 Penalty: 11826.228516
	Iteration 22Q: 3 clusters Score -3500630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3500660.250000 Penalty: 11826.228516
	Iteration 23Q: 3 clusters Score -3500660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3500701.250000 Penalty: 11826.228516
	Iteration 24Q: 3 clusters Score -3500701 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3500719.500000 Penalty: 11826.228516
	Iteration 25Q: 3 clusters Score -3500720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3500739.250000 Penalty: 11826.228516
	Iteration 26Q: 3 clusters Score -3500739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3500753.250000 Penalty: 11826.228516
	Iteration 27Q: 3 clusters Score -3500753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3500765.000000 Penalty: 11826.228516
	Iteration 28Q: 3 clusters Score -3500765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3500771.500000 Penalty: 11826.228516
	Iteration 29Q: 3 clusters Score -3500772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3500787.500000 Penalty: 11826.228516
	Iteration 30Q: 3 clusters Score -3500788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3500794.250000 Penalty: 11826.228516
	Iteration 31Q: 3 clusters Score -3500794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3500800.250000 Penalty: 11826.228516
	Iteration 32Q: 3 clusters Score -3500800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3500801.000000 Penalty: 11826.228516
	Iteration 33Q: 3 clusters Score -3500801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3500806.750000 Penalty: 11826.228516
	Iteration 34Q: 3 clusters Score -3500807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3500806.250000 Penalty: 11826.228516
	Iteration 35Q: 3 clusters Score -3500806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3500806.250000 Penalty: 11826.228516
	Iteration 36F: 3 clusters Score -3500806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (143060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143060 members 
Entering Unmasked Estep 
Score: -32660894.000000 Penalty: 7270.999512
	Iteration 0F: 2 clusters Score -3.266089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71565 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -32573942.000000 Penalty: 14541.999023
	Iteration 0F: 3 clusters Score -3.257394e+07 nChanged 66502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -32610876.000000 Penalty: 14541.999023
	Iteration 1F: 3 clusters Score -3.261088e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -32612160.000000 Penalty: 14541.999023
	Iteration 2Q: 3 clusters Score -3.261216e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -32613278.000000 Penalty: 14541.999023
	Iteration 3Q: 3 clusters Score -3.261328e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -32614188.000000 Penalty: 14541.999023
	Iteration 4Q: 3 clusters Score -3.261419e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74630 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -32615134.000000 Penalty: 14541.999023
	Iteration 5Q: 3 clusters Score -3.261513e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -32616304.000000 Penalty: 14541.999023
	Iteration 6Q: 3 clusters Score -3.26163e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -32617742.000000 Penalty: 14541.999023
	Iteration 7Q: 3 clusters Score -3.261774e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -32619378.000000 Penalty: 14541.999023
	Iteration 8Q: 3 clusters Score -3.261938e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -32621462.000000 Penalty: 14541.999023
	Iteration 9Q: 3 clusters Score -3.262146e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -32624326.000000 Penalty: 14541.999023
	Iteration 10Q: 3 clusters Score -3.262433e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -32628132.000000 Penalty: 14541.999023
	Iteration 11F: 3 clusters Score -3.262813e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -32633332.000000 Penalty: 14541.999023
	Iteration 12F: 3 clusters Score -3.263333e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107520 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -32639482.000000 Penalty: 14541.999023
	Iteration 13F: 3 clusters Score -3.263948e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114444 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -32645304.000000 Penalty: 14541.999023
	Iteration 14F: 3 clusters Score -3.26453e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120370 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -32650036.000000 Penalty: 14541.999023
	Iteration 15Q: 3 clusters Score -3.265004e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124694 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -32653148.000000 Penalty: 14541.999023
	Iteration 16Q: 3 clusters Score -3.265315e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127563 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -32654632.000000 Penalty: 14541.999023
	Iteration 17Q: 3 clusters Score -3.265463e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129476 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -32655674.000000 Penalty: 14541.999023
	Iteration 18Q: 3 clusters Score -3.265567e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130765 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -32656260.000000 Penalty: 14541.999023
	Iteration 19Q: 3 clusters Score -3.265626e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131685 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -32656516.000000 Penalty: 14541.999023
	Iteration 20F: 3 clusters Score -3.265652e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132336 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -32656684.000000 Penalty: 14541.999023
	Iteration 21Q: 3 clusters Score -3.265668e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -32656858.000000 Penalty: 14541.999023
	Iteration 22Q: 3 clusters Score -3.265686e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133231 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -32656864.000000 Penalty: 14541.999023
	Iteration 23Q: 3 clusters Score -3.265686e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133547 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -32656850.000000 Penalty: 14541.999023
	Iteration 24Q: 3 clusters Score -3.265685e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -32656866.000000 Penalty: 14541.999023
	Iteration 25Q: 3 clusters Score -3.265687e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134101 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -32656850.000000 Penalty: 14541.999023
	Iteration 26Q: 3 clusters Score -3.265685e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134335 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -32656868.000000 Penalty: 14541.999023
	Iteration 27Q: 3 clusters Score -3.265687e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134532 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -32656836.000000 Penalty: 14541.999023
	Iteration 28Q: 3 clusters Score -3.265684e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134691 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -32656810.000000 Penalty: 14541.999023
	Iteration 29Q: 3 clusters Score -3.265681e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134818 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -32656782.000000 Penalty: 14541.999023
	Iteration 30Q: 3 clusters Score -3.265678e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134933 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -32656768.000000 Penalty: 14541.999023
	Iteration 31Q: 3 clusters Score -3.265677e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135048 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -32656784.000000 Penalty: 14541.999023
	Iteration 32Q: 3 clusters Score -3.265678e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135163 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -32656772.000000 Penalty: 14541.999023
	Iteration 33Q: 3 clusters Score -3.265677e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135251 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -32656766.000000 Penalty: 14541.999023
	Iteration 34Q: 3 clusters Score -3.265677e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -32656746.000000 Penalty: 14541.999023
	Iteration 35Q: 3 clusters Score -3.265675e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135406 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -32656738.000000 Penalty: 14541.999023
	Iteration 36Q: 3 clusters Score -3.265674e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135481 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -32656746.000000 Penalty: 14541.999023
	Iteration 37Q: 3 clusters Score -3.265675e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135541 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -32656698.000000 Penalty: 14541.999023
	Iteration 38Q: 3 clusters Score -3.26567e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135601 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -32656712.000000 Penalty: 14541.999023
	Iteration 39Q: 3 clusters Score -3.265671e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135659 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -32656720.000000 Penalty: 14541.999023
	Iteration 40F: 3 clusters Score -3.265672e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135713 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -32656704.000000 Penalty: 14541.999023
	Iteration 41Q: 3 clusters Score -3.26567e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135762 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -32656734.000000 Penalty: 14541.999023
	Iteration 42Q: 3 clusters Score -3.265673e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135807 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -32656714.000000 Penalty: 14541.999023
	Iteration 43Q: 3 clusters Score -3.265671e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -32656764.000000 Penalty: 14541.999023
	Iteration 44Q: 3 clusters Score -3.265676e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135875 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -32656760.000000 Penalty: 14541.999023
	Iteration 45Q: 3 clusters Score -3.265676e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135904 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -32656766.000000 Penalty: 14541.999023
	Iteration 46Q: 3 clusters Score -3.265677e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135933 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -32656768.000000 Penalty: 14541.999023
	Iteration 47Q: 3 clusters Score -3.265677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135953 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -32656756.000000 Penalty: 14541.999023
	Iteration 48Q: 3 clusters Score -3.265676e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135975 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -32656746.000000 Penalty: 14541.999023
	Iteration 49Q: 3 clusters Score -3.265675e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135996 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -32656744.000000 Penalty: 14541.999023
	Iteration 50Q: 3 clusters Score -3.265674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136015 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -32656760.000000 Penalty: 14541.999023
	Iteration 51Q: 3 clusters Score -3.265676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136023 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -32656746.000000 Penalty: 14541.999023
	Iteration 52Q: 3 clusters Score -3.265675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136040 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -32656756.000000 Penalty: 14541.999023
	Iteration 53Q: 3 clusters Score -3.265676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136055 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -32656798.000000 Penalty: 14541.999023
	Iteration 54Q: 3 clusters Score -3.26568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136066 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -32656786.000000 Penalty: 14541.999023
	Iteration 55Q: 3 clusters Score -3.265679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136073 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -32656774.000000 Penalty: 14541.999023
	Iteration 56Q: 3 clusters Score -3.265677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136085 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -32656792.000000 Penalty: 14541.999023
	Iteration 57Q: 3 clusters Score -3.265679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136094 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -32656808.000000 Penalty: 14541.999023
	Iteration 58Q: 3 clusters Score -3.265681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -32656812.000000 Penalty: 14541.999023
	Iteration 59Q: 3 clusters Score -3.265681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136113 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -32656806.000000 Penalty: 14541.999023
	Iteration 60F: 3 clusters Score -3.265681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136120 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -32656808.000000 Penalty: 14541.999023
	Iteration 61Q: 3 clusters Score -3.265681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136129 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -32656776.000000 Penalty: 14541.999023
	Iteration 62Q: 3 clusters Score -3.265678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136138 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -32656776.000000 Penalty: 14541.999023
	Iteration 63Q: 3 clusters Score -3.265678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -32656784.000000 Penalty: 14541.999023
	Iteration 64Q: 3 clusters Score -3.265678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -32656780.000000 Penalty: 14541.999023
	Iteration 65Q: 3 clusters Score -3.265678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136161 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -32656774.000000 Penalty: 14541.999023
	Iteration 66Q: 3 clusters Score -3.265677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136167 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -32656788.000000 Penalty: 14541.999023
	Iteration 67Q: 3 clusters Score -3.265679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136174 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -32656758.000000 Penalty: 14541.999023
	Iteration 68Q: 3 clusters Score -3.265676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136179 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -32656756.000000 Penalty: 14541.999023
	Iteration 69Q: 3 clusters Score -3.265676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136184 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -32656744.000000 Penalty: 14541.999023
	Iteration 70Q: 3 clusters Score -3.265674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136188 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -32656756.000000 Penalty: 14541.999023
	Iteration 71Q: 3 clusters Score -3.265676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -32656772.000000 Penalty: 14541.999023
	Iteration 72Q: 3 clusters Score -3.265677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136191 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -32656754.000000 Penalty: 14541.999023
	Iteration 73Q: 3 clusters Score -3.265675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136191 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -32656754.000000 Penalty: 14541.999023
	Iteration 74F: 3 clusters Score -3.265675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -183210.484375 Penalty: 4156.864258
	Iteration 0F: 2 clusters Score -183210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -179453.734375 Penalty: 8313.728516
	Iteration 0F: 3 clusters Score -179453.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -179793.937500 Penalty: 8313.728516
	Iteration 1F: 3 clusters Score -179793.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -179899.125000 Penalty: 8313.728516
	Iteration 2Q: 3 clusters Score -179899.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -179943.921875 Penalty: 8313.728516
	Iteration 3Q: 3 clusters Score -179943.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -180003.046875 Penalty: 8313.728516
	Iteration 4Q: 3 clusters Score -180003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -180072.984375 Penalty: 8313.728516
	Iteration 5Q: 3 clusters Score -180073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -180130.656250 Penalty: 8313.728516
	Iteration 6Q: 3 clusters Score -180130.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -180201.640625 Penalty: 8313.728516
	Iteration 7Q: 3 clusters Score -180201.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -180252.281250 Penalty: 8313.728516
	Iteration 8Q: 3 clusters Score -180252.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -180342.515625 Penalty: 8313.728516
	Iteration 9Q: 3 clusters Score -180342.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -180404.187500 Penalty: 8313.728516
	Iteration 10Q: 3 clusters Score -180404.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -180457.218750 Penalty: 8313.728516
	Iteration 11Q: 3 clusters Score -180457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -180505.843750 Penalty: 8313.728516
	Iteration 12Q: 3 clusters Score -180505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -180547.453125 Penalty: 8313.728516
	Iteration 13Q: 3 clusters Score -180547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -180565.328125 Penalty: 8313.728516
	Iteration 14Q: 3 clusters Score -180565.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -180588.843750 Penalty: 8313.728516
	Iteration 15Q: 3 clusters Score -180588.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -180613.000000 Penalty: 8313.728516
	Iteration 16Q: 3 clusters Score -180613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -180641.109375 Penalty: 8313.728516
	Iteration 17Q: 3 clusters Score -180641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -180659.015625 Penalty: 8313.728516
	Iteration 18Q: 3 clusters Score -180659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -180673.296875 Penalty: 8313.728516
	Iteration 19Q: 3 clusters Score -180673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -180706.046875 Penalty: 8313.728516
	Iteration 20F: 3 clusters Score -180706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -180730.562500 Penalty: 8313.728516
	Iteration 21Q: 3 clusters Score -180730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -180771.031250 Penalty: 8313.728516
	Iteration 22Q: 3 clusters Score -180771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -180805.593750 Penalty: 8313.728516
	Iteration 23Q: 3 clusters Score -180805.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -180819.468750 Penalty: 8313.728516
	Iteration 24Q: 3 clusters Score -180819.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -180839.859375 Penalty: 8313.728516
	Iteration 25Q: 3 clusters Score -180839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -180861.125000 Penalty: 8313.728516
	Iteration 26Q: 3 clusters Score -180861.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -180879.640625 Penalty: 8313.728516
	Iteration 27Q: 3 clusters Score -180879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -180883.000000 Penalty: 8313.728516
	Iteration 28Q: 3 clusters Score -180883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -180885.937500 Penalty: 8313.728516
	Iteration 29Q: 3 clusters Score -180885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -180911.312500 Penalty: 8313.728516
	Iteration 30Q: 3 clusters Score -180911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -180921.828125 Penalty: 8313.728516
	Iteration 31Q: 3 clusters Score -180921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -180924.062500 Penalty: 8313.728516
	Iteration 32Q: 3 clusters Score -180924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -180929.671875 Penalty: 8313.728516
	Iteration 33Q: 3 clusters Score -180929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -180936.062500 Penalty: 8313.728516
	Iteration 34Q: 3 clusters Score -180936.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -180936.062500 Penalty: 8313.728516
	Iteration 35F: 3 clusters Score -180936.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Entering Unmasked Estep 
Score: -4527111.000000 Penalty: 6053.136719
	Iteration 0F: 2 clusters Score -4527111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -4510875.500000 Penalty: 12106.273438
	Iteration 0F: 3 clusters Score -4510876 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -4514992.500000 Penalty: 12106.273438
	Iteration 1F: 3 clusters Score -4514992 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4515584.000000 Penalty: 12106.273438
	Iteration 2F: 3 clusters Score -4515584 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -4516029.500000 Penalty: 12106.273438
	Iteration 3Q: 3 clusters Score -4516030 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -4516380.500000 Penalty: 12106.273438
	Iteration 4Q: 3 clusters Score -4516380 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4516627.000000 Penalty: 12106.273438
	Iteration 5Q: 3 clusters Score -4516627 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -4516845.000000 Penalty: 12106.273438
	Iteration 6Q: 3 clusters Score -4516845 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -4517039.000000 Penalty: 12106.273438
	Iteration 7Q: 3 clusters Score -4517039 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4517172.500000 Penalty: 12106.273438
	Iteration 8Q: 3 clusters Score -4517172 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -4517333.000000 Penalty: 12106.273438
	Iteration 9Q: 3 clusters Score -4517333 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -4517482.000000 Penalty: 12106.273438
	Iteration 10Q: 3 clusters Score -4517482 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4517593.000000 Penalty: 12106.273438
	Iteration 11Q: 3 clusters Score -4517593 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4517729.500000 Penalty: 12106.273438
	Iteration 12Q: 3 clusters Score -4517730 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -4517883.500000 Penalty: 12106.273438
	Iteration 13Q: 3 clusters Score -4517884 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -4518021.500000 Penalty: 12106.273438
	Iteration 14Q: 3 clusters Score -4518022 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4518213.500000 Penalty: 12106.273438
	Iteration 15Q: 3 clusters Score -4518214 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -4518412.500000 Penalty: 12106.273438
	Iteration 16Q: 3 clusters Score -4518412 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4518629.500000 Penalty: 12106.273438
	Iteration 17Q: 3 clusters Score -4518630 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -4518824.500000 Penalty: 12106.273438
	Iteration 18Q: 3 clusters Score -4518824 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4519075.000000 Penalty: 12106.273438
	Iteration 19Q: 3 clusters Score -4519075 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -4519373.000000 Penalty: 12106.273438
	Iteration 20F: 3 clusters Score -4519373 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4519702.500000 Penalty: 12106.273438
	Iteration 21Q: 3 clusters Score -4519702 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4520016.500000 Penalty: 12106.273438
	Iteration 22Q: 3 clusters Score -4520016 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -4520351.000000 Penalty: 12106.273438
	Iteration 23Q: 3 clusters Score -4520351 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4520639.500000 Penalty: 12106.273438
	Iteration 24Q: 3 clusters Score -4520640 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4520872.500000 Penalty: 12106.273438
	Iteration 25Q: 3 clusters Score -4520872 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4521059.500000 Penalty: 12106.273438
	Iteration 26Q: 3 clusters Score -4521060 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4521212.000000 Penalty: 12106.273438
	Iteration 27Q: 3 clusters Score -4521212 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4521362.000000 Penalty: 12106.273438
	Iteration 28Q: 3 clusters Score -4521362 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4521457.500000 Penalty: 12106.273438
	Iteration 29Q: 3 clusters Score -4521458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4521515.000000 Penalty: 12106.273438
	Iteration 30Q: 3 clusters Score -4521515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4521564.000000 Penalty: 12106.273438
	Iteration 31Q: 3 clusters Score -4521564 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4521598.000000 Penalty: 12106.273438
	Iteration 32Q: 3 clusters Score -4521598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4521640.000000 Penalty: 12106.273438
	Iteration 33Q: 3 clusters Score -4521640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4521661.500000 Penalty: 12106.273438
	Iteration 34Q: 3 clusters Score -4521662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4521693.500000 Penalty: 12106.273438
	Iteration 35Q: 3 clusters Score -4521694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4521720.000000 Penalty: 12106.273438
	Iteration 36Q: 3 clusters Score -4521720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4521726.000000 Penalty: 12106.273438
	Iteration 37Q: 3 clusters Score -4521726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4521729.500000 Penalty: 12106.273438
	Iteration 38Q: 3 clusters Score -4521730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4521741.500000 Penalty: 12106.273438
	Iteration 39Q: 3 clusters Score -4521742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4521757.000000 Penalty: 12106.273438
	Iteration 40F: 3 clusters Score -4521757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4521762.000000 Penalty: 12106.273438
	Iteration 41Q: 3 clusters Score -4521762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4521772.500000 Penalty: 12106.273438
	Iteration 42Q: 3 clusters Score -4521772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4521770.000000 Penalty: 12106.273438
	Iteration 43Q: 3 clusters Score -4521770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4521765.500000 Penalty: 12106.273438
	Iteration 44Q: 3 clusters Score -4521766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4521770.500000 Penalty: 12106.273438
	Iteration 45Q: 3 clusters Score -4521770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4521771.500000 Penalty: 12106.273438
	Iteration 46Q: 3 clusters Score -4521772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4521771.500000 Penalty: 12106.273438
	Iteration 47F: 3 clusters Score -4521772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (62067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Entering Unmasked Estep 
Score: -14037566.000000 Penalty: 6759.531250
	Iteration 0F: 2 clusters Score -1.403757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -13994115.000000 Penalty: 13519.062500
	Iteration 0F: 3 clusters Score -1.399412e+07 nChanged 27670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -14009199.000000 Penalty: 13519.062500
	Iteration 1F: 3 clusters Score -1.40092e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -14010692.000000 Penalty: 13519.062500
	Iteration 2F: 3 clusters Score -1.401069e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -14012142.000000 Penalty: 13519.062500
	Iteration 3F: 3 clusters Score -1.401214e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -14013994.000000 Penalty: 13519.062500
	Iteration 4F: 3 clusters Score -1.401399e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -14015909.000000 Penalty: 13519.062500
	Iteration 5F: 3 clusters Score -1.401591e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -14017857.000000 Penalty: 13519.062500
	Iteration 6F: 3 clusters Score -1.401786e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -14019864.000000 Penalty: 13519.062500
	Iteration 7F: 3 clusters Score -1.401986e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -14021477.000000 Penalty: 13519.062500
	Iteration 8F: 3 clusters Score -1.402148e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -14022713.000000 Penalty: 13519.062500
	Iteration 9Q: 3 clusters Score -1.402271e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -14023642.000000 Penalty: 13519.062500
	Iteration 10Q: 3 clusters Score -1.402364e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -14024251.000000 Penalty: 13519.062500
	Iteration 11Q: 3 clusters Score -1.402425e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -14024677.000000 Penalty: 13519.062500
	Iteration 12Q: 3 clusters Score -1.402468e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -14025079.000000 Penalty: 13519.062500
	Iteration 13Q: 3 clusters Score -1.402508e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -14025329.000000 Penalty: 13519.062500
	Iteration 14Q: 3 clusters Score -1.402533e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -14025517.000000 Penalty: 13519.062500
	Iteration 15Q: 3 clusters Score -1.402552e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -14025768.000000 Penalty: 13519.062500
	Iteration 16Q: 3 clusters Score -1.402577e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -14026016.000000 Penalty: 13519.062500
	Iteration 17Q: 3 clusters Score -1.402602e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -14026211.000000 Penalty: 13519.062500
	Iteration 18Q: 3 clusters Score -1.402621e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -14026331.000000 Penalty: 13519.062500
	Iteration 19Q: 3 clusters Score -1.402633e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -14026416.000000 Penalty: 13519.062500
	Iteration 20F: 3 clusters Score -1.402642e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -14026508.000000 Penalty: 13519.062500
	Iteration 21Q: 3 clusters Score -1.402651e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -14026617.000000 Penalty: 13519.062500
	Iteration 22Q: 3 clusters Score -1.402662e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -14026676.000000 Penalty: 13519.062500
	Iteration 23Q: 3 clusters Score -1.402668e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -14026775.000000 Penalty: 13519.062500
	Iteration 24Q: 3 clusters Score -1.402678e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -14026859.000000 Penalty: 13519.062500
	Iteration 25Q: 3 clusters Score -1.402686e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -14026942.000000 Penalty: 13519.062500
	Iteration 26Q: 3 clusters Score -1.402694e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -14027120.000000 Penalty: 13519.062500
	Iteration 27Q: 3 clusters Score -1.402712e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -14027229.000000 Penalty: 13519.062500
	Iteration 28Q: 3 clusters Score -1.402723e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -14027389.000000 Penalty: 13519.062500
	Iteration 29Q: 3 clusters Score -1.402739e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -14027536.000000 Penalty: 13519.062500
	Iteration 30Q: 3 clusters Score -1.402754e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -14027695.000000 Penalty: 13519.062500
	Iteration 31Q: 3 clusters Score -1.40277e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -14027843.000000 Penalty: 13519.062500
	Iteration 32Q: 3 clusters Score -1.402784e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -14028050.000000 Penalty: 13519.062500
	Iteration 33Q: 3 clusters Score -1.402805e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -14028295.000000 Penalty: 13519.062500
	Iteration 34Q: 3 clusters Score -1.40283e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -14028441.000000 Penalty: 13519.062500
	Iteration 35Q: 3 clusters Score -1.402844e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -14028718.000000 Penalty: 13519.062500
	Iteration 36Q: 3 clusters Score -1.402872e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -14028943.000000 Penalty: 13519.062500
	Iteration 37Q: 3 clusters Score -1.402894e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -14029158.000000 Penalty: 13519.062500
	Iteration 38Q: 3 clusters Score -1.402916e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -14029353.000000 Penalty: 13519.062500
	Iteration 39Q: 3 clusters Score -1.402935e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -14029564.000000 Penalty: 13519.062500
	Iteration 40F: 3 clusters Score -1.402956e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -14029717.000000 Penalty: 13519.062500
	Iteration 41Q: 3 clusters Score -1.402972e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -14029908.000000 Penalty: 13519.062500
	Iteration 42Q: 3 clusters Score -1.402991e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -14030094.000000 Penalty: 13519.062500
	Iteration 43Q: 3 clusters Score -1.403009e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -14030288.000000 Penalty: 13519.062500
	Iteration 44Q: 3 clusters Score -1.403029e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -14030429.000000 Penalty: 13519.062500
	Iteration 45Q: 3 clusters Score -1.403043e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -14030642.000000 Penalty: 13519.062500
	Iteration 46Q: 3 clusters Score -1.403064e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -14030730.000000 Penalty: 13519.062500
	Iteration 47Q: 3 clusters Score -1.403073e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -14030792.000000 Penalty: 13519.062500
	Iteration 48Q: 3 clusters Score -1.403079e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -14030947.000000 Penalty: 13519.062500
	Iteration 49Q: 3 clusters Score -1.403095e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -14031058.000000 Penalty: 13519.062500
	Iteration 50Q: 3 clusters Score -1.403106e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -14031192.000000 Penalty: 13519.062500
	Iteration 51Q: 3 clusters Score -1.403119e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -14031272.000000 Penalty: 13519.062500
	Iteration 52Q: 3 clusters Score -1.403127e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -14031326.000000 Penalty: 13519.062500
	Iteration 53Q: 3 clusters Score -1.403133e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -14031470.000000 Penalty: 13519.062500
	Iteration 54Q: 3 clusters Score -1.403147e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -14031557.000000 Penalty: 13519.062500
	Iteration 55Q: 3 clusters Score -1.403156e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -14031614.000000 Penalty: 13519.062500
	Iteration 56Q: 3 clusters Score -1.403161e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -14031679.000000 Penalty: 13519.062500
	Iteration 57Q: 3 clusters Score -1.403168e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -14031742.000000 Penalty: 13519.062500
	Iteration 58Q: 3 clusters Score -1.403174e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -14031778.000000 Penalty: 13519.062500
	Iteration 59Q: 3 clusters Score -1.403178e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -14031843.000000 Penalty: 13519.062500
	Iteration 60F: 3 clusters Score -1.403184e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -14031872.000000 Penalty: 13519.062500
	Iteration 61Q: 3 clusters Score -1.403187e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -14031941.000000 Penalty: 13519.062500
	Iteration 62Q: 3 clusters Score -1.403194e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -14031948.000000 Penalty: 13519.062500
	Iteration 63Q: 3 clusters Score -1.403195e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -14031976.000000 Penalty: 13519.062500
	Iteration 64Q: 3 clusters Score -1.403198e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -14032021.000000 Penalty: 13519.062500
	Iteration 65Q: 3 clusters Score -1.403202e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -14032049.000000 Penalty: 13519.062500
	Iteration 66Q: 3 clusters Score -1.403205e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -14032049.000000 Penalty: 13519.062500
	Iteration 67Q: 3 clusters Score -1.403205e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -14032075.000000 Penalty: 13519.062500
	Iteration 68Q: 3 clusters Score -1.403208e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -14032080.000000 Penalty: 13519.062500
	Iteration 69Q: 3 clusters Score -1.403208e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -14032100.000000 Penalty: 13519.062500
	Iteration 70Q: 3 clusters Score -1.40321e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -14032107.000000 Penalty: 13519.062500
	Iteration 71Q: 3 clusters Score -1.403211e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -14032108.000000 Penalty: 13519.062500
	Iteration 72Q: 3 clusters Score -1.403211e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -14032149.000000 Penalty: 13519.062500
	Iteration 73Q: 3 clusters Score -1.403215e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -14032160.000000 Penalty: 13519.062500
	Iteration 74Q: 3 clusters Score -1.403216e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -14032179.000000 Penalty: 13519.062500
	Iteration 75Q: 3 clusters Score -1.403218e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -14032211.000000 Penalty: 13519.062500
	Iteration 76Q: 3 clusters Score -1.403221e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -14032257.000000 Penalty: 13519.062500
	Iteration 77Q: 3 clusters Score -1.403226e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -14032272.000000 Penalty: 13519.062500
	Iteration 78Q: 3 clusters Score -1.403227e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -14032268.000000 Penalty: 13519.062500
	Iteration 79Q: 3 clusters Score -1.403227e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -14032281.000000 Penalty: 13519.062500
	Iteration 80F: 3 clusters Score -1.403228e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -14032285.000000 Penalty: 13519.062500
	Iteration 81Q: 3 clusters Score -1.403228e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -14032293.000000 Penalty: 13519.062500
	Iteration 82Q: 3 clusters Score -1.403229e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -14032303.000000 Penalty: 13519.062500
	Iteration 83Q: 3 clusters Score -1.40323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -14032331.000000 Penalty: 13519.062500
	Iteration 84Q: 3 clusters Score -1.403233e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -14032318.000000 Penalty: 13519.062500
	Iteration 85Q: 3 clusters Score -1.403232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -14032305.000000 Penalty: 13519.062500
	Iteration 86Q: 3 clusters Score -1.40323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -14032324.000000 Penalty: 13519.062500
	Iteration 87Q: 3 clusters Score -1.403232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -14032321.000000 Penalty: 13519.062500
	Iteration 88Q: 3 clusters Score -1.403232e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -14032299.000000 Penalty: 13519.062500
	Iteration 89Q: 3 clusters Score -1.40323e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -14032327.000000 Penalty: 13519.062500
	Iteration 90Q: 3 clusters Score -1.403233e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -14032324.000000 Penalty: 13519.062500
	Iteration 91Q: 3 clusters Score -1.403232e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -14032317.000000 Penalty: 13519.062500
	Iteration 92Q: 3 clusters Score -1.403232e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -14032332.000000 Penalty: 13519.062500
	Iteration 93Q: 3 clusters Score -1.403233e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -14032327.000000 Penalty: 13519.062500
	Iteration 94Q: 3 clusters Score -1.403233e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -14032320.000000 Penalty: 13519.062500
	Iteration 95Q: 3 clusters Score -1.403232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -14032340.000000 Penalty: 13519.062500
	Iteration 96Q: 3 clusters Score -1.403234e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -14032341.000000 Penalty: 13519.062500
	Iteration 97Q: 3 clusters Score -1.403234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -14032348.000000 Penalty: 13519.062500
	Iteration 98Q: 3 clusters Score -1.403235e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -14032352.000000 Penalty: 13519.062500
	Iteration 99Q: 3 clusters Score -1.403235e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -14032354.000000 Penalty: 13519.062500
	Iteration 100F: 3 clusters Score -1.403235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -14032362.000000 Penalty: 13519.062500
	Iteration 101Q: 3 clusters Score -1.403236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -14032374.000000 Penalty: 13519.062500
	Iteration 102Q: 3 clusters Score -1.403237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -14032363.000000 Penalty: 13519.062500
	Iteration 103Q: 3 clusters Score -1.403236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -14032366.000000 Penalty: 13519.062500
	Iteration 104Q: 3 clusters Score -1.403237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -14032384.000000 Penalty: 13519.062500
	Iteration 105Q: 3 clusters Score -1.403238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -14032406.000000 Penalty: 13519.062500
	Iteration 106Q: 3 clusters Score -1.403241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -14032395.000000 Penalty: 13519.062500
	Iteration 107Q: 3 clusters Score -1.40324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -14032386.000000 Penalty: 13519.062500
	Iteration 108Q: 3 clusters Score -1.403239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -14032390.000000 Penalty: 13519.062500
	Iteration 109Q: 3 clusters Score -1.403239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -14032393.000000 Penalty: 13519.062500
	Iteration 110Q: 3 clusters Score -1.403239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -14032406.000000 Penalty: 13519.062500
	Iteration 111Q: 3 clusters Score -1.403241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -14032406.000000 Penalty: 13519.062500
	Iteration 112F: 3 clusters Score -1.403241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (66809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Entering Unmasked Estep 
Score: -14781503.000000 Penalty: 6804.625977
	Iteration 0F: 2 clusters Score -1.47815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -14735014.000000 Penalty: 13609.251953
	Iteration 0F: 3 clusters Score -1.473501e+07 nChanged 30034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -14751333.000000 Penalty: 13609.251953
	Iteration 1F: 3 clusters Score -1.475133e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -14752734.000000 Penalty: 13609.251953
	Iteration 2F: 3 clusters Score -1.475273e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -14754037.000000 Penalty: 13609.251953
	Iteration 3Q: 3 clusters Score -1.475404e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -14755502.000000 Penalty: 13609.251953
	Iteration 4Q: 3 clusters Score -1.47555e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -14756933.000000 Penalty: 13609.251953
	Iteration 5Q: 3 clusters Score -1.475693e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -14758675.000000 Penalty: 13609.251953
	Iteration 6F: 3 clusters Score -1.475868e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -14761098.000000 Penalty: 13609.251953
	Iteration 7F: 3 clusters Score -1.47611e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -14764107.000000 Penalty: 13609.251953
	Iteration 8F: 3 clusters Score -1.476411e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -14767186.000000 Penalty: 13609.251953
	Iteration 9F: 3 clusters Score -1.476719e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -14770226.000000 Penalty: 13609.251953
	Iteration 10F: 3 clusters Score -1.477023e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -14772555.000000 Penalty: 13609.251953
	Iteration 11Q: 3 clusters Score -1.477256e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -14774246.000000 Penalty: 13609.251953
	Iteration 12Q: 3 clusters Score -1.477425e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -14775155.000000 Penalty: 13609.251953
	Iteration 13Q: 3 clusters Score -1.477516e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -14775673.000000 Penalty: 13609.251953
	Iteration 14Q: 3 clusters Score -1.477567e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -14775952.000000 Penalty: 13609.251953
	Iteration 15Q: 3 clusters Score -1.477595e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -14776114.000000 Penalty: 13609.251953
	Iteration 16Q: 3 clusters Score -1.477611e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -14776254.000000 Penalty: 13609.251953
	Iteration 17Q: 3 clusters Score -1.477625e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -14776343.000000 Penalty: 13609.251953
	Iteration 18Q: 3 clusters Score -1.477634e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -14776410.000000 Penalty: 13609.251953
	Iteration 19Q: 3 clusters Score -1.477641e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -14776466.000000 Penalty: 13609.251953
	Iteration 20F: 3 clusters Score -1.477647e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -14776560.000000 Penalty: 13609.251953
	Iteration 21Q: 3 clusters Score -1.477656e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -14776621.000000 Penalty: 13609.251953
	Iteration 22Q: 3 clusters Score -1.477662e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -14776667.000000 Penalty: 13609.251953
	Iteration 23Q: 3 clusters Score -1.477667e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -14776724.000000 Penalty: 13609.251953
	Iteration 24Q: 3 clusters Score -1.477672e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -14776822.000000 Penalty: 13609.251953
	Iteration 25Q: 3 clusters Score -1.477682e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -14777031.000000 Penalty: 13609.251953
	Iteration 26Q: 3 clusters Score -1.477703e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -14777300.000000 Penalty: 13609.251953
	Iteration 27Q: 3 clusters Score -1.47773e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -14777528.000000 Penalty: 13609.251953
	Iteration 28Q: 3 clusters Score -1.477753e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -14777719.000000 Penalty: 13609.251953
	Iteration 29Q: 3 clusters Score -1.477772e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -14777772.000000 Penalty: 13609.251953
	Iteration 30Q: 3 clusters Score -1.477777e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -14777802.000000 Penalty: 13609.251953
	Iteration 31Q: 3 clusters Score -1.47778e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -14777826.000000 Penalty: 13609.251953
	Iteration 32Q: 3 clusters Score -1.477783e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -14777828.000000 Penalty: 13609.251953
	Iteration 33Q: 3 clusters Score -1.477783e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -14777843.000000 Penalty: 13609.251953
	Iteration 34Q: 3 clusters Score -1.477784e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -14777878.000000 Penalty: 13609.251953
	Iteration 35Q: 3 clusters Score -1.477788e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -14777888.000000 Penalty: 13609.251953
	Iteration 36Q: 3 clusters Score -1.477789e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -14777888.000000 Penalty: 13609.251953
	Iteration 37Q: 3 clusters Score -1.477789e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -14777895.000000 Penalty: 13609.251953
	Iteration 38Q: 3 clusters Score -1.47779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -14777901.000000 Penalty: 13609.251953
	Iteration 39Q: 3 clusters Score -1.47779e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -14777888.000000 Penalty: 13609.251953
	Iteration 40F: 3 clusters Score -1.477789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -14777909.000000 Penalty: 13609.251953
	Iteration 41Q: 3 clusters Score -1.477791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -14777920.000000 Penalty: 13609.251953
	Iteration 42Q: 3 clusters Score -1.477792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -14777919.000000 Penalty: 13609.251953
	Iteration 43Q: 3 clusters Score -1.477792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -14777914.000000 Penalty: 13609.251953
	Iteration 44Q: 3 clusters Score -1.477791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -14777919.000000 Penalty: 13609.251953
	Iteration 45Q: 3 clusters Score -1.477792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -14777922.000000 Penalty: 13609.251953
	Iteration 46Q: 3 clusters Score -1.477792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -14777920.000000 Penalty: 13609.251953
	Iteration 47Q: 3 clusters Score -1.477792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -14777926.000000 Penalty: 13609.251953
	Iteration 48Q: 3 clusters Score -1.477793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -14777928.000000 Penalty: 13609.251953
	Iteration 49Q: 3 clusters Score -1.477793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -14777918.000000 Penalty: 13609.251953
	Iteration 50Q: 3 clusters Score -1.477792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -14777931.000000 Penalty: 13609.251953
	Iteration 51Q: 3 clusters Score -1.477793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -14777923.000000 Penalty: 13609.251953
	Iteration 52Q: 3 clusters Score -1.477792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -14777927.000000 Penalty: 13609.251953
	Iteration 53Q: 3 clusters Score -1.477793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -14777941.000000 Penalty: 13609.251953
	Iteration 54Q: 3 clusters Score -1.477794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -14777953.000000 Penalty: 13609.251953
	Iteration 55Q: 3 clusters Score -1.477795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -14777939.000000 Penalty: 13609.251953
	Iteration 56Q: 3 clusters Score -1.477794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -14777945.000000 Penalty: 13609.251953
	Iteration 57Q: 3 clusters Score -1.477794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -14777941.000000 Penalty: 13609.251953
	Iteration 58Q: 3 clusters Score -1.477794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -14777941.000000 Penalty: 13609.251953
	Iteration 59F: 3 clusters Score -1.477794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18009 members 
Mstep: Class 3 contains 23884 members 
Mstep: Class 4 contains 122580 members 
Mstep: Class 5 contains 12996 members 
Mstep: Class 6 contains 94919 members 
Mstep: Class 7 contains 32999 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 47188 members 
Mstep: Class 11 contains 55014 members 
Mstep: Class 12 contains 35363 members 
Mstep: Class 13 contains 50982 members 
Mstep: Class 14 contains 67467 members 
Mstep: Class 15 contains 15174 members 
Mstep: Class 16 contains 56067 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 7147 members 
Mstep: Class 19 contains 64408 members 
Mstep: Class 20 contains 23924 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16830 members 
Mstep: Class 23 contains 15585 members 
Mstep: Class 24 contains 143060 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 62067 members 
Mstep: Class 28 contains 66809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449984.000000 Penalty: 240310.328125
Iteration 199Q: 29 clusters Score -2.7245e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117876 members 
Mstep: Class 2 contains 18007 members 
Mstep: Class 3 contains 23885 members 
Mstep: Class 4 contains 122580 members 
Mstep: Class 5 contains 12995 members 
Mstep: Class 6 contains 94908 members 
Mstep: Class 7 contains 33027 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 11502 members 
Mstep: Class 10 contains 47191 members 
Mstep: Class 11 contains 55011 members 
Mstep: Class 12 contains 35355 members 
Mstep: Class 13 contains 51008 members 
Mstep: Class 14 contains 67467 members 
Mstep: Class 15 contains 15173 members 
Mstep: Class 16 contains 56064 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 7150 members 
Mstep: Class 19 contains 64408 members 
Mstep: Class 20 contains 23941 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16830 members 
Mstep: Class 23 contains 15585 members 
Mstep: Class 24 contains 143052 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 62069 members 
Mstep: Class 28 contains 66769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 200F: 29 clusters Score -2.724498e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 18008 members 
Mstep: Class 3 contains 23881 members 
Mstep: Class 4 contains 122577 members 
Mstep: Class 5 contains 12994 members 
Mstep: Class 6 contains 94899 members 
Mstep: Class 7 contains 33051 members 
Mstep: Class 8 contains 16958 members 
Mstep: Class 9 contains 11502 members 
Mstep: Class 10 contains 47195 members 
Mstep: Class 11 contains 55011 members 
Mstep: Class 12 contains 35357 members 
Mstep: Class 13 contains 51032 members 
Mstep: Class 14 contains 67464 members 
Mstep: Class 15 contains 15172 members 
Mstep: Class 16 contains 56059 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 7153 members 
Mstep: Class 19 contains 64408 members 
Mstep: Class 20 contains 23950 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16830 members 
Mstep: Class 23 contains 15585 members 
Mstep: Class 24 contains 143051 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19587 members 
Mstep: Class 27 contains 62070 members 
Mstep: Class 28 contains 66729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 201Q: 29 clusters Score -2.724497e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 18008 members 
Mstep: Class 3 contains 23883 members 
Mstep: Class 4 contains 122574 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 94888 members 
Mstep: Class 7 contains 33076 members 
Mstep: Class 8 contains 16960 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 47205 members 
Mstep: Class 11 contains 55007 members 
Mstep: Class 12 contains 35355 members 
Mstep: Class 13 contains 51050 members 
Mstep: Class 14 contains 67460 members 
Mstep: Class 15 contains 15172 members 
Mstep: Class 16 contains 56057 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 7155 members 
Mstep: Class 19 contains 64407 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16829 members 
Mstep: Class 23 contains 15586 members 
Mstep: Class 24 contains 143043 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 62072 members 
Mstep: Class 28 contains 66689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 202Q: 29 clusters Score -2.724497e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18008 members 
Mstep: Class 3 contains 23886 members 
Mstep: Class 4 contains 122575 members 
Mstep: Class 5 contains 12991 members 
Mstep: Class 6 contains 94880 members 
Mstep: Class 7 contains 33096 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 47213 members 
Mstep: Class 11 contains 55007 members 
Mstep: Class 12 contains 35350 members 
Mstep: Class 13 contains 51062 members 
Mstep: Class 14 contains 67461 members 
Mstep: Class 15 contains 15171 members 
Mstep: Class 16 contains 56058 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 7155 members 
Mstep: Class 19 contains 64406 members 
Mstep: Class 20 contains 23975 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15587 members 
Mstep: Class 24 contains 143034 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62071 members 
Mstep: Class 28 contains 66656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 203Q: 29 clusters Score -2.724497e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18009 members 
Mstep: Class 3 contains 23890 members 
Mstep: Class 4 contains 122573 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 94873 members 
Mstep: Class 7 contains 33118 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 47218 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 35348 members 
Mstep: Class 13 contains 51070 members 
Mstep: Class 14 contains 67460 members 
Mstep: Class 15 contains 15172 members 
Mstep: Class 16 contains 56058 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 7154 members 
Mstep: Class 19 contains 64404 members 
Mstep: Class 20 contains 23985 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15589 members 
Mstep: Class 24 contains 143025 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62070 members 
Mstep: Class 28 contains 66631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449632.000000 Penalty: 240310.328125
Iteration 204Q: 29 clusters Score -2.724496e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18009 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 122575 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 94867 members 
Mstep: Class 7 contains 33141 members 
Mstep: Class 8 contains 16961 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 47218 members 
Mstep: Class 11 contains 55005 members 
Mstep: Class 12 contains 35345 members 
Mstep: Class 13 contains 51075 members 
Mstep: Class 14 contains 67455 members 
Mstep: Class 15 contains 15172 members 
Mstep: Class 16 contains 56049 members 
Mstep: Class 17 contains 15684 members 
Mstep: Class 18 contains 7156 members 
Mstep: Class 19 contains 64402 members 
Mstep: Class 20 contains 23995 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15591 members 
Mstep: Class 24 contains 143023 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62069 members 
Mstep: Class 28 contains 66610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 205Q: 29 clusters Score -2.724497e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18006 members 
Mstep: Class 3 contains 23898 members 
Mstep: Class 4 contains 122576 members 
Mstep: Class 5 contains 12991 members 
Mstep: Class 6 contains 94864 members 
Mstep: Class 7 contains 33162 members 
Mstep: Class 8 contains 16962 members 
Mstep: Class 9 contains 11502 members 
Mstep: Class 10 contains 47220 members 
Mstep: Class 11 contains 55006 members 
Mstep: Class 12 contains 35340 members 
Mstep: Class 13 contains 51082 members 
Mstep: Class 14 contains 67454 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 56041 members 
Mstep: Class 17 contains 15684 members 
Mstep: Class 18 contains 7158 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24005 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15593 members 
Mstep: Class 24 contains 143016 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62070 members 
Mstep: Class 28 contains 66587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449568.000000 Penalty: 240310.328125
Iteration 206Q: 29 clusters Score -2.724496e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18006 members 
Mstep: Class 3 contains 23902 members 
Mstep: Class 4 contains 122578 members 
Mstep: Class 5 contains 12989 members 
Mstep: Class 6 contains 94863 members 
Mstep: Class 7 contains 33187 members 
Mstep: Class 8 contains 16962 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 47224 members 
Mstep: Class 11 contains 55005 members 
Mstep: Class 12 contains 35335 members 
Mstep: Class 13 contains 51091 members 
Mstep: Class 14 contains 67451 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 56031 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 7162 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24012 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15595 members 
Mstep: Class 24 contains 143016 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62068 members 
Mstep: Class 28 contains 66558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449792.000000 Penalty: 240310.328125
Iteration 207Q: 29 clusters Score -2.724498e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117876 members 
Mstep: Class 2 contains 18005 members 
Mstep: Class 3 contains 23904 members 
Mstep: Class 4 contains 122583 members 
Mstep: Class 5 contains 12990 members 
Mstep: Class 6 contains 94857 members 
Mstep: Class 7 contains 33208 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 47231 members 
Mstep: Class 11 contains 55006 members 
Mstep: Class 12 contains 35330 members 
Mstep: Class 13 contains 51101 members 
Mstep: Class 14 contains 67446 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 56029 members 
Mstep: Class 17 contains 15684 members 
Mstep: Class 18 contains 7164 members 
Mstep: Class 19 contains 64400 members 
Mstep: Class 20 contains 24023 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 143015 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62068 members 
Mstep: Class 28 contains 66517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449632.000000 Penalty: 240310.328125
Iteration 208Q: 29 clusters Score -2.724496e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23904 members 
Mstep: Class 4 contains 122586 members 
Mstep: Class 5 contains 12988 members 
Mstep: Class 6 contains 94854 members 
Mstep: Class 7 contains 33226 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 10 contains 47235 members 
Mstep: Class 11 contains 55005 members 
Mstep: Class 12 contains 35326 members 
Mstep: Class 13 contains 51110 members 
Mstep: Class 14 contains 67443 members 
Mstep: Class 15 contains 15166 members 
Mstep: Class 16 contains 56023 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 7167 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24037 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 143011 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62066 members 
Mstep: Class 28 contains 66499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449568.000000 Penalty: 240310.328125
Iteration 209Q: 29 clusters Score -2.724496e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23904 members 
Mstep: Class 4 contains 122587 members 
Mstep: Class 5 contains 12984 members 
Mstep: Class 6 contains 94851 members 
Mstep: Class 7 contains 33247 members 
Mstep: Class 8 contains 16964 members 
Mstep: Class 9 contains 11499 members 
Mstep: Class 10 contains 47236 members 
Mstep: Class 11 contains 55006 members 
Mstep: Class 12 contains 35325 members 
Mstep: Class 13 contains 51120 members 
Mstep: Class 14 contains 67439 members 
Mstep: Class 15 contains 15165 members 
Mstep: Class 16 contains 56014 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 7169 members 
Mstep: Class 19 contains 64402 members 
Mstep: Class 20 contains 24052 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 143004 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62063 members 
Mstep: Class 28 contains 66480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449472.000000 Penalty: 240310.328125
Iteration 210Q: 29 clusters Score -2.724495e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23903 members 
Mstep: Class 4 contains 122590 members 
Mstep: Class 5 contains 12981 members 
Mstep: Class 6 contains 94847 members 
Mstep: Class 7 contains 33273 members 
Mstep: Class 8 contains 16964 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 10 contains 47238 members 
Mstep: Class 11 contains 55006 members 
Mstep: Class 12 contains 35322 members 
Mstep: Class 13 contains 51124 members 
Mstep: Class 14 contains 67435 members 
Mstep: Class 15 contains 15166 members 
Mstep: Class 16 contains 56005 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 7171 members 
Mstep: Class 19 contains 64403 members 
Mstep: Class 20 contains 24064 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142997 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62059 members 
Mstep: Class 28 contains 66462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449568.000000 Penalty: 240310.328125
Iteration 211Q: 29 clusters Score -2.724496e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23906 members 
Mstep: Class 4 contains 122591 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94845 members 
Mstep: Class 7 contains 33294 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 11499 members 
Mstep: Class 10 contains 47243 members 
Mstep: Class 11 contains 55005 members 
Mstep: Class 12 contains 35320 members 
Mstep: Class 13 contains 51129 members 
Mstep: Class 14 contains 67432 members 
Mstep: Class 15 contains 15166 members 
Mstep: Class 16 contains 55999 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 7172 members 
Mstep: Class 19 contains 64402 members 
Mstep: Class 20 contains 24078 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142992 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 62056 members 
Mstep: Class 28 contains 66442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449440.000000 Penalty: 240310.328125
Iteration 212Q: 29 clusters Score -2.724494e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23906 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94843 members 
Mstep: Class 7 contains 33318 members 
Mstep: Class 8 contains 16961 members 
Mstep: Class 9 contains 11496 members 
Mstep: Class 10 contains 47247 members 
Mstep: Class 11 contains 55005 members 
Mstep: Class 12 contains 35320 members 
Mstep: Class 13 contains 51134 members 
Mstep: Class 14 contains 67432 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55996 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7174 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24087 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142983 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19587 members 
Mstep: Class 27 contains 62055 members 
Mstep: Class 28 contains 66417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449440.000000 Penalty: 240310.328125
Iteration 213Q: 29 clusters Score -2.724494e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94842 members 
Mstep: Class 7 contains 33340 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 11492 members 
Mstep: Class 10 contains 47253 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 35321 members 
Mstep: Class 13 contains 51138 members 
Mstep: Class 14 contains 67430 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55993 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24102 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142977 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62050 members 
Mstep: Class 28 contains 66388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449536.000000 Penalty: 240310.328125
Iteration 214Q: 29 clusters Score -2.724495e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23909 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94838 members 
Mstep: Class 7 contains 33358 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 11492 members 
Mstep: Class 10 contains 47253 members 
Mstep: Class 11 contains 55001 members 
Mstep: Class 12 contains 35319 members 
Mstep: Class 13 contains 51148 members 
Mstep: Class 14 contains 67428 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55994 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24109 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142971 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 62049 members 
Mstep: Class 28 contains 66361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 215Q: 29 clusters Score -2.724498e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23909 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94834 members 
Mstep: Class 7 contains 33376 members 
Mstep: Class 8 contains 16958 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 47254 members 
Mstep: Class 11 contains 55001 members 
Mstep: Class 12 contains 35317 members 
Mstep: Class 13 contains 51155 members 
Mstep: Class 14 contains 67426 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55993 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 64396 members 
Mstep: Class 20 contains 24113 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142970 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 62049 members 
Mstep: Class 28 contains 66341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 216Q: 29 clusters Score -2.724497e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23910 members 
Mstep: Class 4 contains 122591 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94833 members 
Mstep: Class 7 contains 33393 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 11490 members 
Mstep: Class 10 contains 47254 members 
Mstep: Class 11 contains 54999 members 
Mstep: Class 12 contains 35318 members 
Mstep: Class 13 contains 51159 members 
Mstep: Class 14 contains 67425 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55992 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 7186 members 
Mstep: Class 19 contains 64397 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16826 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142972 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 66324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 217Q: 29 clusters Score -2.724497e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23910 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94832 members 
Mstep: Class 7 contains 33413 members 
Mstep: Class 8 contains 16955 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 47254 members 
Mstep: Class 11 contains 54997 members 
Mstep: Class 12 contains 35312 members 
Mstep: Class 13 contains 51166 members 
Mstep: Class 14 contains 67422 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55989 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7186 members 
Mstep: Class 19 contains 64398 members 
Mstep: Class 20 contains 24119 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16826 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142977 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62047 members 
Mstep: Class 28 contains 66305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449632.000000 Penalty: 240310.328125
Iteration 218Q: 29 clusters Score -2.724496e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23909 members 
Mstep: Class 4 contains 122590 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94831 members 
Mstep: Class 7 contains 33426 members 
Mstep: Class 8 contains 16954 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 47251 members 
Mstep: Class 11 contains 54996 members 
Mstep: Class 12 contains 35312 members 
Mstep: Class 13 contains 51170 members 
Mstep: Class 14 contains 67423 members 
Mstep: Class 15 contains 15166 members 
Mstep: Class 16 contains 55988 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64397 members 
Mstep: Class 20 contains 24123 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16826 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142976 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 66296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449568.000000 Penalty: 240310.328125
Iteration 219Q: 29 clusters Score -2.724496e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 122591 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94828 members 
Mstep: Class 7 contains 33433 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 47249 members 
Mstep: Class 11 contains 54995 members 
Mstep: Class 12 contains 35313 members 
Mstep: Class 13 contains 51180 members 
Mstep: Class 14 contains 67423 members 
Mstep: Class 15 contains 15166 members 
Mstep: Class 16 contains 55988 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64396 members 
Mstep: Class 20 contains 24124 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16826 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142978 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62047 members 
Mstep: Class 28 contains 66281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449568.000000 Penalty: 240310.328125
Iteration 220F: 29 clusters Score -2.724496e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18005 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 122590 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94825 members 
Mstep: Class 7 contains 33444 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 47248 members 
Mstep: Class 11 contains 54995 members 
Mstep: Class 12 contains 35312 members 
Mstep: Class 13 contains 51186 members 
Mstep: Class 14 contains 67422 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55985 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64396 members 
Mstep: Class 20 contains 24127 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16825 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142978 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62047 members 
Mstep: Class 28 contains 66272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449600.000000 Penalty: 240310.328125
Iteration 221Q: 29 clusters Score -2.724496e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18005 members 
Mstep: Class 3 contains 23906 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94823 members 
Mstep: Class 7 contains 33452 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 47248 members 
Mstep: Class 11 contains 54995 members 
Mstep: Class 12 contains 35312 members 
Mstep: Class 13 contains 51192 members 
Mstep: Class 14 contains 67421 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55980 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64398 members 
Mstep: Class 20 contains 24130 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16825 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142978 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62047 members 
Mstep: Class 28 contains 66259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 222Q: 29 clusters Score -2.724497e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94819 members 
Mstep: Class 7 contains 33458 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 47250 members 
Mstep: Class 11 contains 54996 members 
Mstep: Class 12 contains 35311 members 
Mstep: Class 13 contains 51196 members 
Mstep: Class 14 contains 67419 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55977 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24131 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16825 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142978 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 62046 members 
Mstep: Class 28 contains 66255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 223Q: 29 clusters Score -2.724497e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94817 members 
Mstep: Class 7 contains 33465 members 
Mstep: Class 8 contains 16950 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 47249 members 
Mstep: Class 11 contains 54995 members 
Mstep: Class 12 contains 35311 members 
Mstep: Class 13 contains 51199 members 
Mstep: Class 14 contains 67417 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55975 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24133 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16825 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142979 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 66252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 224Q: 29 clusters Score -2.724498e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 94817 members 
Mstep: Class 7 contains 33469 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 47250 members 
Mstep: Class 11 contains 54993 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 51202 members 
Mstep: Class 14 contains 67416 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55970 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64403 members 
Mstep: Class 20 contains 24134 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16825 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142979 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 66247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449568.000000 Penalty: 240310.328125
Iteration 225Q: 29 clusters Score -2.724496e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94815 members 
Mstep: Class 7 contains 33482 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 47248 members 
Mstep: Class 11 contains 54991 members 
Mstep: Class 12 contains 35307 members 
Mstep: Class 13 contains 51204 members 
Mstep: Class 14 contains 67415 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55964 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7188 members 
Mstep: Class 19 contains 64404 members 
Mstep: Class 20 contains 24138 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16825 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142980 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62049 members 
Mstep: Class 28 contains 66241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 226Q: 29 clusters Score -2.724497e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94815 members 
Mstep: Class 7 contains 33490 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47248 members 
Mstep: Class 11 contains 54989 members 
Mstep: Class 12 contains 35305 members 
Mstep: Class 13 contains 51207 members 
Mstep: Class 14 contains 67415 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55964 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7188 members 
Mstep: Class 19 contains 64405 members 
Mstep: Class 20 contains 24141 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16825 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142979 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62049 members 
Mstep: Class 28 contains 66233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449600.000000 Penalty: 240310.328125
Iteration 227Q: 29 clusters Score -2.724496e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94815 members 
Mstep: Class 7 contains 33502 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47248 members 
Mstep: Class 11 contains 54989 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 51209 members 
Mstep: Class 14 contains 67414 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55963 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7188 members 
Mstep: Class 19 contains 64404 members 
Mstep: Class 20 contains 24144 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16825 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142977 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62049 members 
Mstep: Class 28 contains 66225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449600.000000 Penalty: 240310.328125
Iteration 228Q: 29 clusters Score -2.724496e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23906 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94815 members 
Mstep: Class 7 contains 33518 members 
Mstep: Class 8 contains 16950 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47246 members 
Mstep: Class 11 contains 54989 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 51212 members 
Mstep: Class 14 contains 67412 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55962 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7188 members 
Mstep: Class 19 contains 64403 members 
Mstep: Class 20 contains 24147 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16825 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142974 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62049 members 
Mstep: Class 28 contains 66216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 229Q: 29 clusters Score -2.724497e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23906 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 33534 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47248 members 
Mstep: Class 11 contains 54988 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 51214 members 
Mstep: Class 14 contains 67408 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55959 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7188 members 
Mstep: Class 19 contains 64400 members 
Mstep: Class 20 contains 24153 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16825 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142974 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62050 members 
Mstep: Class 28 contains 66200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 230Q: 29 clusters Score -2.724497e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33541 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47251 members 
Mstep: Class 11 contains 54985 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 51216 members 
Mstep: Class 14 contains 67406 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55957 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64400 members 
Mstep: Class 20 contains 24156 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142972 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 66190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449632.000000 Penalty: 240310.328125
Iteration 231Q: 29 clusters Score -2.724496e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23911 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94815 members 
Mstep: Class 7 contains 33545 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47251 members 
Mstep: Class 11 contains 54984 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 51217 members 
Mstep: Class 14 contains 67404 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55956 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24161 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142967 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449536.000000 Penalty: 240310.328125
Iteration 232Q: 29 clusters Score -2.724495e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23914 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94816 members 
Mstep: Class 7 contains 33548 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47253 members 
Mstep: Class 11 contains 54984 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 51218 members 
Mstep: Class 14 contains 67405 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55955 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64400 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142963 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 66173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449440.000000 Penalty: 240310.328125
Iteration 233Q: 29 clusters Score -2.724494e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23914 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94816 members 
Mstep: Class 7 contains 33554 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47255 members 
Mstep: Class 11 contains 54984 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51219 members 
Mstep: Class 14 contains 67405 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55955 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64400 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142962 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449408.000000 Penalty: 240310.328125
Iteration 234Q: 29 clusters Score -2.724494e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23914 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 33559 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47254 members 
Mstep: Class 11 contains 54984 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 51219 members 
Mstep: Class 14 contains 67404 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55956 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64400 members 
Mstep: Class 20 contains 24169 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142958 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449472.000000 Penalty: 240310.328125
Iteration 235Q: 29 clusters Score -2.724495e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23913 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33563 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47255 members 
Mstep: Class 11 contains 54985 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 51219 members 
Mstep: Class 14 contains 67403 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55955 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24172 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142955 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 66162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449504.000000 Penalty: 240310.328125
Iteration 236Q: 29 clusters Score -2.724495e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23914 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33566 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47255 members 
Mstep: Class 11 contains 54985 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51219 members 
Mstep: Class 14 contains 67403 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55954 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24176 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142952 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 66158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449568.000000 Penalty: 240310.328125
Iteration 237Q: 29 clusters Score -2.724496e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33573 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47255 members 
Mstep: Class 11 contains 54985 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51220 members 
Mstep: Class 14 contains 67403 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55948 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24181 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142949 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 66153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 238Q: 29 clusters Score -2.724497e+08 nChanged 14
Entering ConstructFrom: 
Score: -272449664.000000 Penalty: 240310.328125
Entering ConstructFrom: 
Trying to split cluster 1 (117881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Entering Unmasked Estep 
Score: -26792222.000000 Penalty: 7152.426758
	Iteration 0F: 2 clusters Score -2.679222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -26712472.000000 Penalty: 14304.853516
	Iteration 0F: 3 clusters Score -2.671247e+07 nChanged 54104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -26742168.000000 Penalty: 14304.853516
	Iteration 1F: 3 clusters Score -2.674217e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 58693 members 
Entering Unmasked Estep 
Score: -26743404.000000 Penalty: 14304.853516
	Iteration 2Q: 3 clusters Score -2.67434e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -26744252.000000 Penalty: 14304.853516
	Iteration 3Q: 3 clusters Score -2.674425e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -26745292.000000 Penalty: 14304.853516
	Iteration 4Q: 3 clusters Score -2.674529e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -26746096.000000 Penalty: 14304.853516
	Iteration 5Q: 3 clusters Score -2.67461e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -26746874.000000 Penalty: 14304.853516
	Iteration 6Q: 3 clusters Score -2.674687e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -26747806.000000 Penalty: 14304.853516
	Iteration 7Q: 3 clusters Score -2.674781e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -26748756.000000 Penalty: 14304.853516
	Iteration 8Q: 3 clusters Score -2.674876e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -26749806.000000 Penalty: 14304.853516
	Iteration 9Q: 3 clusters Score -2.674981e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -26751072.000000 Penalty: 14304.853516
	Iteration 10Q: 3 clusters Score -2.675107e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -26752674.000000 Penalty: 14304.853516
	Iteration 11Q: 3 clusters Score -2.675267e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -26754482.000000 Penalty: 14304.853516
	Iteration 12Q: 3 clusters Score -2.675448e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -26757194.000000 Penalty: 14304.853516
	Iteration 13Q: 3 clusters Score -2.675719e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84082 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -26760682.000000 Penalty: 14304.853516
	Iteration 14F: 3 clusters Score -2.676068e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -26764514.000000 Penalty: 14304.853516
	Iteration 15F: 3 clusters Score -2.676451e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97078 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -26769250.000000 Penalty: 14304.853516
	Iteration 16F: 3 clusters Score -2.676925e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -26774150.000000 Penalty: 14304.853516
	Iteration 17F: 3 clusters Score -2.677415e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -26778684.000000 Penalty: 14304.853516
	Iteration 18Q: 3 clusters Score -2.677868e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112801 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -26781806.000000 Penalty: 14304.853516
	Iteration 19Q: 3 clusters Score -2.678181e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114986 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -26783740.000000 Penalty: 14304.853516
	Iteration 20F: 3 clusters Score -2.678374e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116116 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -26784684.000000 Penalty: 14304.853516
	Iteration 21Q: 3 clusters Score -2.678468e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116561 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -26785178.000000 Penalty: 14304.853516
	Iteration 22Q: 3 clusters Score -2.678518e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -26785488.000000 Penalty: 14304.853516
	Iteration 23Q: 3 clusters Score -2.678549e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116910 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -26785604.000000 Penalty: 14304.853516
	Iteration 24Q: 3 clusters Score -2.67856e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116985 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -26785702.000000 Penalty: 14304.853516
	Iteration 25Q: 3 clusters Score -2.67857e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117022 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -26785752.000000 Penalty: 14304.853516
	Iteration 26Q: 3 clusters Score -2.678575e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117064 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -26785810.000000 Penalty: 14304.853516
	Iteration 27Q: 3 clusters Score -2.678581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117091 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -26785880.000000 Penalty: 14304.853516
	Iteration 28Q: 3 clusters Score -2.678588e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117112 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -26785878.000000 Penalty: 14304.853516
	Iteration 29Q: 3 clusters Score -2.678588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117122 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -26785898.000000 Penalty: 14304.853516
	Iteration 30Q: 3 clusters Score -2.67859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117135 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -26785896.000000 Penalty: 14304.853516
	Iteration 31Q: 3 clusters Score -2.67859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117145 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -26785928.000000 Penalty: 14304.853516
	Iteration 32Q: 3 clusters Score -2.678593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -26785940.000000 Penalty: 14304.853516
	Iteration 33Q: 3 clusters Score -2.678594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117168 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -26785962.000000 Penalty: 14304.853516
	Iteration 34Q: 3 clusters Score -2.678596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117171 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -26785982.000000 Penalty: 14304.853516
	Iteration 35Q: 3 clusters Score -2.678598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117173 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -26785974.000000 Penalty: 14304.853516
	Iteration 36Q: 3 clusters Score -2.678597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -26785990.000000 Penalty: 14304.853516
	Iteration 37Q: 3 clusters Score -2.678599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117181 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -26785994.000000 Penalty: 14304.853516
	Iteration 38Q: 3 clusters Score -2.678599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -26785990.000000 Penalty: 14304.853516
	Iteration 39Q: 3 clusters Score -2.678599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -26785990.000000 Penalty: 14304.853516
	Iteration 40F: 3 clusters Score -2.678599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Entering Unmasked Estep 
Score: -3996915.250000 Penalty: 6001.488770
	Iteration 0F: 2 clusters Score -3996915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3981687.500000 Penalty: 12002.977539
	Iteration 0F: 3 clusters Score -3981688 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3985575.500000 Penalty: 12002.977539
	Iteration 1F: 3 clusters Score -3985576 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3986255.250000 Penalty: 12002.977539
	Iteration 2F: 3 clusters Score -3986255 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3986793.750000 Penalty: 12002.977539
	Iteration 3F: 3 clusters Score -3986794 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3987233.000000 Penalty: 12002.977539
	Iteration 4Q: 3 clusters Score -3987233 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3987627.000000 Penalty: 12002.977539
	Iteration 5Q: 3 clusters Score -3987627 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3988048.250000 Penalty: 12002.977539
	Iteration 6Q: 3 clusters Score -3988048 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3988484.750000 Penalty: 12002.977539
	Iteration 7Q: 3 clusters Score -3988485 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3989008.500000 Penalty: 12002.977539
	Iteration 8Q: 3 clusters Score -3989008 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -3989629.750000 Penalty: 12002.977539
	Iteration 9Q: 3 clusters Score -3989630 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3990336.000000 Penalty: 12002.977539
	Iteration 10Q: 3 clusters Score -3990336 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3991093.750000 Penalty: 12002.977539
	Iteration 11Q: 3 clusters Score -3991094 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3991733.250000 Penalty: 12002.977539
	Iteration 12Q: 3 clusters Score -3991733 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3992184.750000 Penalty: 12002.977539
	Iteration 13Q: 3 clusters Score -3992185 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3992469.500000 Penalty: 12002.977539
	Iteration 14Q: 3 clusters Score -3992470 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3992741.000000 Penalty: 12002.977539
	Iteration 15Q: 3 clusters Score -3992741 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3992943.500000 Penalty: 12002.977539
	Iteration 16Q: 3 clusters Score -3992944 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3993057.000000 Penalty: 12002.977539
	Iteration 17Q: 3 clusters Score -3993057 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3993177.500000 Penalty: 12002.977539
	Iteration 18Q: 3 clusters Score -3993178 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3993275.000000 Penalty: 12002.977539
	Iteration 19Q: 3 clusters Score -3993275 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3993335.750000 Penalty: 12002.977539
	Iteration 20F: 3 clusters Score -3993336 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3993382.750000 Penalty: 12002.977539
	Iteration 21Q: 3 clusters Score -3993383 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3993417.000000 Penalty: 12002.977539
	Iteration 22Q: 3 clusters Score -3993417 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3993449.000000 Penalty: 12002.977539
	Iteration 23Q: 3 clusters Score -3993449 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3993471.000000 Penalty: 12002.977539
	Iteration 24Q: 3 clusters Score -3993471 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3993501.000000 Penalty: 12002.977539
	Iteration 25Q: 3 clusters Score -3993501 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3993521.000000 Penalty: 12002.977539
	Iteration 26Q: 3 clusters Score -3993521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3993530.250000 Penalty: 12002.977539
	Iteration 27Q: 3 clusters Score -3993530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3993537.000000 Penalty: 12002.977539
	Iteration 28Q: 3 clusters Score -3993537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3993540.500000 Penalty: 12002.977539
	Iteration 29Q: 3 clusters Score -3993540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3993552.000000 Penalty: 12002.977539
	Iteration 30Q: 3 clusters Score -3993552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3993563.000000 Penalty: 12002.977539
	Iteration 31Q: 3 clusters Score -3993563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3993565.500000 Penalty: 12002.977539
	Iteration 32Q: 3 clusters Score -3993566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3993572.750000 Penalty: 12002.977539
	Iteration 33Q: 3 clusters Score -3993573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3993575.500000 Penalty: 12002.977539
	Iteration 34Q: 3 clusters Score -3993576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3993587.750000 Penalty: 12002.977539
	Iteration 35Q: 3 clusters Score -3993588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3993580.250000 Penalty: 12002.977539
	Iteration 36Q: 3 clusters Score -3993580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3993587.500000 Penalty: 12002.977539
	Iteration 37Q: 3 clusters Score -3993588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3993587.250000 Penalty: 12002.977539
	Iteration 38Q: 3 clusters Score -3993587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -3993583.500000 Penalty: 12002.977539
	Iteration 39Q: 3 clusters Score -3993584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3993594.250000 Penalty: 12002.977539
	Iteration 40F: 3 clusters Score -3993594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3993593.750000 Penalty: 12002.977539
	Iteration 41Q: 3 clusters Score -3993594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3993598.000000 Penalty: 12002.977539
	Iteration 42Q: 3 clusters Score -3993598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3993600.000000 Penalty: 12002.977539
	Iteration 43Q: 3 clusters Score -3993600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3993603.250000 Penalty: 12002.977539
	Iteration 44Q: 3 clusters Score -3993603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3993605.500000 Penalty: 12002.977539
	Iteration 45Q: 3 clusters Score -3993606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3993609.750000 Penalty: 12002.977539
	Iteration 46Q: 3 clusters Score -3993610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3993609.000000 Penalty: 12002.977539
	Iteration 47Q: 3 clusters Score -3993609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3993604.500000 Penalty: 12002.977539
	Iteration 48Q: 3 clusters Score -3993604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3993604.500000 Penalty: 12002.977539
	Iteration 49F: 3 clusters Score -3993604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Entering Unmasked Estep 
Score: -5502449.500000 Penalty: 6175.359375
	Iteration 0F: 2 clusters Score -5502450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -5483396.500000 Penalty: 12350.718750
	Iteration 0F: 3 clusters Score -5483396 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -5488554.000000 Penalty: 12350.718750
	Iteration 1F: 3 clusters Score -5488554 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -5489238.500000 Penalty: 12350.718750
	Iteration 2F: 3 clusters Score -5489238 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -5489707.500000 Penalty: 12350.718750
	Iteration 3Q: 3 clusters Score -5489708 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -5490071.000000 Penalty: 12350.718750
	Iteration 4Q: 3 clusters Score -5490071 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -5490303.500000 Penalty: 12350.718750
	Iteration 5Q: 3 clusters Score -5490304 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -5490479.500000 Penalty: 12350.718750
	Iteration 6Q: 3 clusters Score -5490480 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -5490664.000000 Penalty: 12350.718750
	Iteration 7Q: 3 clusters Score -5490664 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -5490811.500000 Penalty: 12350.718750
	Iteration 8Q: 3 clusters Score -5490812 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -5490914.000000 Penalty: 12350.718750
	Iteration 9Q: 3 clusters Score -5490914 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -5491015.500000 Penalty: 12350.718750
	Iteration 10Q: 3 clusters Score -5491016 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -5491114.000000 Penalty: 12350.718750
	Iteration 11Q: 3 clusters Score -5491114 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -5491204.000000 Penalty: 12350.718750
	Iteration 12Q: 3 clusters Score -5491204 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -5491311.000000 Penalty: 12350.718750
	Iteration 13Q: 3 clusters Score -5491311 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -5491427.000000 Penalty: 12350.718750
	Iteration 14Q: 3 clusters Score -5491427 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -5491572.500000 Penalty: 12350.718750
	Iteration 15Q: 3 clusters Score -5491572 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -5491721.000000 Penalty: 12350.718750
	Iteration 16Q: 3 clusters Score -5491721 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -5491880.000000 Penalty: 12350.718750
	Iteration 17Q: 3 clusters Score -5491880 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -5492010.500000 Penalty: 12350.718750
	Iteration 18Q: 3 clusters Score -5492010 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -5492269.500000 Penalty: 12350.718750
	Iteration 19Q: 3 clusters Score -5492270 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -5492549.500000 Penalty: 12350.718750
	Iteration 20F: 3 clusters Score -5492550 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -5492890.500000 Penalty: 12350.718750
	Iteration 21Q: 3 clusters Score -5492890 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -5493314.000000 Penalty: 12350.718750
	Iteration 22Q: 3 clusters Score -5493314 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5493860.500000 Penalty: 12350.718750
	Iteration 23Q: 3 clusters Score -5493860 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -5494457.500000 Penalty: 12350.718750
	Iteration 24Q: 3 clusters Score -5494458 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5495038.000000 Penalty: 12350.718750
	Iteration 25Q: 3 clusters Score -5495038 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5495482.000000 Penalty: 12350.718750
	Iteration 26Q: 3 clusters Score -5495482 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5495846.500000 Penalty: 12350.718750
	Iteration 27Q: 3 clusters Score -5495846 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5496114.500000 Penalty: 12350.718750
	Iteration 28Q: 3 clusters Score -5496114 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5496312.000000 Penalty: 12350.718750
	Iteration 29Q: 3 clusters Score -5496312 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5496465.500000 Penalty: 12350.718750
	Iteration 30Q: 3 clusters Score -5496466 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5496566.000000 Penalty: 12350.718750
	Iteration 31Q: 3 clusters Score -5496566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5496646.000000 Penalty: 12350.718750
	Iteration 32Q: 3 clusters Score -5496646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5496688.500000 Penalty: 12350.718750
	Iteration 33Q: 3 clusters Score -5496688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5496744.000000 Penalty: 12350.718750
	Iteration 34Q: 3 clusters Score -5496744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5496809.000000 Penalty: 12350.718750
	Iteration 35Q: 3 clusters Score -5496809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5496864.000000 Penalty: 12350.718750
	Iteration 36Q: 3 clusters Score -5496864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5496908.500000 Penalty: 12350.718750
	Iteration 37Q: 3 clusters Score -5496908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5496942.000000 Penalty: 12350.718750
	Iteration 38Q: 3 clusters Score -5496942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5496961.000000 Penalty: 12350.718750
	Iteration 39Q: 3 clusters Score -5496961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5496983.000000 Penalty: 12350.718750
	Iteration 40F: 3 clusters Score -5496983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5496983.000000 Penalty: 12350.718750
	Iteration 41Q: 3 clusters Score -5496983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5497008.000000 Penalty: 12350.718750
	Iteration 42Q: 3 clusters Score -5497008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5497014.000000 Penalty: 12350.718750
	Iteration 43Q: 3 clusters Score -5497014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5497027.000000 Penalty: 12350.718750
	Iteration 44Q: 3 clusters Score -5497027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5497036.000000 Penalty: 12350.718750
	Iteration 45Q: 3 clusters Score -5497036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5497036.500000 Penalty: 12350.718750
	Iteration 46Q: 3 clusters Score -5497036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5497032.500000 Penalty: 12350.718750
	Iteration 47Q: 3 clusters Score -5497032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5497032.500000 Penalty: 12350.718750
	Iteration 48F: 3 clusters Score -5497032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (122592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122592 members 
Entering Unmasked Estep 
Score: -28251844.000000 Penalty: 7176.427734
	Iteration 0F: 2 clusters Score -2.825184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -28171126.000000 Penalty: 14352.855469
	Iteration 0F: 3 clusters Score -2.817113e+07 nChanged 56480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -28202836.000000 Penalty: 14352.855469
	Iteration 1F: 3 clusters Score -2.820284e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -28204464.000000 Penalty: 14352.855469
	Iteration 2Q: 3 clusters Score -2.820446e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -28206262.000000 Penalty: 14352.855469
	Iteration 3Q: 3 clusters Score -2.820626e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -28208240.000000 Penalty: 14352.855469
	Iteration 4Q: 3 clusters Score -2.820824e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -28210478.000000 Penalty: 14352.855469
	Iteration 5Q: 3 clusters Score -2.821048e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -28213602.000000 Penalty: 14352.855469
	Iteration 6Q: 3 clusters Score -2.82136e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -28216734.000000 Penalty: 14352.855469
	Iteration 7Q: 3 clusters Score -2.821673e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -28219904.000000 Penalty: 14352.855469
	Iteration 8F: 3 clusters Score -2.82199e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -28223030.000000 Penalty: 14352.855469
	Iteration 9Q: 3 clusters Score -2.822303e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -28225740.000000 Penalty: 14352.855469
	Iteration 10Q: 3 clusters Score -2.822574e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -28228246.000000 Penalty: 14352.855469
	Iteration 11Q: 3 clusters Score -2.822825e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85012 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -28230404.000000 Penalty: 14352.855469
	Iteration 12Q: 3 clusters Score -2.82304e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -28232276.000000 Penalty: 14352.855469
	Iteration 13Q: 3 clusters Score -2.823228e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -28233818.000000 Penalty: 14352.855469
	Iteration 14Q: 3 clusters Score -2.823382e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -28235064.000000 Penalty: 14352.855469
	Iteration 15Q: 3 clusters Score -2.823506e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -28236102.000000 Penalty: 14352.855469
	Iteration 16Q: 3 clusters Score -2.82361e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -28236916.000000 Penalty: 14352.855469
	Iteration 17Q: 3 clusters Score -2.823692e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97789 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -28237472.000000 Penalty: 14352.855469
	Iteration 18Q: 3 clusters Score -2.823747e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -28238010.000000 Penalty: 14352.855469
	Iteration 19Q: 3 clusters Score -2.823801e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100683 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -28238550.000000 Penalty: 14352.855469
	Iteration 20F: 3 clusters Score -2.823855e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -28238990.000000 Penalty: 14352.855469
	Iteration 21Q: 3 clusters Score -2.823899e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -28239536.000000 Penalty: 14352.855469
	Iteration 22Q: 3 clusters Score -2.823954e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104476 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -28239972.000000 Penalty: 14352.855469
	Iteration 23Q: 3 clusters Score -2.823997e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105681 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -28240554.000000 Penalty: 14352.855469
	Iteration 24Q: 3 clusters Score -2.824055e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -28240964.000000 Penalty: 14352.855469
	Iteration 25Q: 3 clusters Score -2.824096e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -28241400.000000 Penalty: 14352.855469
	Iteration 26Q: 3 clusters Score -2.82414e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -28241760.000000 Penalty: 14352.855469
	Iteration 27Q: 3 clusters Score -2.824176e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110419 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -28242120.000000 Penalty: 14352.855469
	Iteration 28Q: 3 clusters Score -2.824212e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -28242624.000000 Penalty: 14352.855469
	Iteration 29Q: 3 clusters Score -2.824262e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -28243114.000000 Penalty: 14352.855469
	Iteration 30Q: 3 clusters Score -2.824311e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113742 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -28243580.000000 Penalty: 14352.855469
	Iteration 31Q: 3 clusters Score -2.824358e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -28243916.000000 Penalty: 14352.855469
	Iteration 32Q: 3 clusters Score -2.824392e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115654 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -28244286.000000 Penalty: 14352.855469
	Iteration 33Q: 3 clusters Score -2.824429e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116468 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -28244614.000000 Penalty: 14352.855469
	Iteration 34Q: 3 clusters Score -2.824461e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117172 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -28244870.000000 Penalty: 14352.855469
	Iteration 35Q: 3 clusters Score -2.824487e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117760 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -28245026.000000 Penalty: 14352.855469
	Iteration 36Q: 3 clusters Score -2.824503e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118235 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -28245252.000000 Penalty: 14352.855469
	Iteration 37Q: 3 clusters Score -2.824525e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -28245406.000000 Penalty: 14352.855469
	Iteration 38Q: 3 clusters Score -2.824541e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118932 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -28245444.000000 Penalty: 14352.855469
	Iteration 39Q: 3 clusters Score -2.824544e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119180 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -28245542.000000 Penalty: 14352.855469
	Iteration 40F: 3 clusters Score -2.824554e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119371 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -28245722.000000 Penalty: 14352.855469
	Iteration 41Q: 3 clusters Score -2.824572e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -28245728.000000 Penalty: 14352.855469
	Iteration 42Q: 3 clusters Score -2.824573e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119709 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -28245806.000000 Penalty: 14352.855469
	Iteration 43Q: 3 clusters Score -2.824581e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119844 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -28245910.000000 Penalty: 14352.855469
	Iteration 44Q: 3 clusters Score -2.824591e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119947 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -28245962.000000 Penalty: 14352.855469
	Iteration 45Q: 3 clusters Score -2.824596e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120018 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -28246036.000000 Penalty: 14352.855469
	Iteration 46Q: 3 clusters Score -2.824604e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120087 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -28246082.000000 Penalty: 14352.855469
	Iteration 47Q: 3 clusters Score -2.824608e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120139 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -28246082.000000 Penalty: 14352.855469
	Iteration 48Q: 3 clusters Score -2.824608e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120191 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -28246068.000000 Penalty: 14352.855469
	Iteration 49Q: 3 clusters Score -2.824607e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120248 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -28246122.000000 Penalty: 14352.855469
	Iteration 50Q: 3 clusters Score -2.824612e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120295 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -28246130.000000 Penalty: 14352.855469
	Iteration 51Q: 3 clusters Score -2.824613e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120326 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -28246096.000000 Penalty: 14352.855469
	Iteration 52Q: 3 clusters Score -2.82461e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120353 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -28246092.000000 Penalty: 14352.855469
	Iteration 53Q: 3 clusters Score -2.824609e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120383 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -28246124.000000 Penalty: 14352.855469
	Iteration 54Q: 3 clusters Score -2.824612e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120406 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -28246188.000000 Penalty: 14352.855469
	Iteration 55Q: 3 clusters Score -2.824619e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120419 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -28246204.000000 Penalty: 14352.855469
	Iteration 56Q: 3 clusters Score -2.82462e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120442 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -28246216.000000 Penalty: 14352.855469
	Iteration 57Q: 3 clusters Score -2.824622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120462 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -28246210.000000 Penalty: 14352.855469
	Iteration 58Q: 3 clusters Score -2.824621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120479 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -28246202.000000 Penalty: 14352.855469
	Iteration 59Q: 3 clusters Score -2.82462e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120506 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -28246198.000000 Penalty: 14352.855469
	Iteration 60F: 3 clusters Score -2.82462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120517 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -28246192.000000 Penalty: 14352.855469
	Iteration 61Q: 3 clusters Score -2.824619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120538 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -28246172.000000 Penalty: 14352.855469
	Iteration 62Q: 3 clusters Score -2.824617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120553 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -28246220.000000 Penalty: 14352.855469
	Iteration 63Q: 3 clusters Score -2.824622e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -28246242.000000 Penalty: 14352.855469
	Iteration 64Q: 3 clusters Score -2.824624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120597 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -28246246.000000 Penalty: 14352.855469
	Iteration 65Q: 3 clusters Score -2.824625e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120607 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -28246214.000000 Penalty: 14352.855469
	Iteration 66Q: 3 clusters Score -2.824621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -28246224.000000 Penalty: 14352.855469
	Iteration 67Q: 3 clusters Score -2.824622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120623 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -28246268.000000 Penalty: 14352.855469
	Iteration 68Q: 3 clusters Score -2.824627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120631 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -28246252.000000 Penalty: 14352.855469
	Iteration 69Q: 3 clusters Score -2.824625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120635 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -28246276.000000 Penalty: 14352.855469
	Iteration 70Q: 3 clusters Score -2.824628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120637 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -28246264.000000 Penalty: 14352.855469
	Iteration 71Q: 3 clusters Score -2.824626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120640 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -28246286.000000 Penalty: 14352.855469
	Iteration 72Q: 3 clusters Score -2.824629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120640 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -28246264.000000 Penalty: 14352.855469
	Iteration 73Q: 3 clusters Score -2.824626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120644 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -28246282.000000 Penalty: 14352.855469
	Iteration 74Q: 3 clusters Score -2.824628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120643 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -28246290.000000 Penalty: 14352.855469
	Iteration 75Q: 3 clusters Score -2.824629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120645 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -28246254.000000 Penalty: 14352.855469
	Iteration 76Q: 3 clusters Score -2.824625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120647 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -28246236.000000 Penalty: 14352.855469
	Iteration 77Q: 3 clusters Score -2.824624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -28246236.000000 Penalty: 14352.855469
	Iteration 78Q: 3 clusters Score -2.824624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120649 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -28246242.000000 Penalty: 14352.855469
	Iteration 79Q: 3 clusters Score -2.824624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120651 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -28246242.000000 Penalty: 14352.855469
	Iteration 80F: 3 clusters Score -2.824624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120653 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -28246256.000000 Penalty: 14352.855469
	Iteration 81Q: 3 clusters Score -2.824626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120654 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -28246254.000000 Penalty: 14352.855469
	Iteration 82Q: 3 clusters Score -2.824625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120655 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -28246272.000000 Penalty: 14352.855469
	Iteration 83Q: 3 clusters Score -2.824627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120655 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -28246266.000000 Penalty: 14352.855469
	Iteration 84Q: 3 clusters Score -2.824627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120655 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -28246266.000000 Penalty: 14352.855469
	Iteration 85F: 3 clusters Score -2.824627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Entering Unmasked Estep 
Score: -2950958.750000 Penalty: 5800.852539
	Iteration 0F: 2 clusters Score -2950959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2938765.250000 Penalty: 11601.705078
	Iteration 0F: 3 clusters Score -2938765 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2941609.250000 Penalty: 11601.705078
	Iteration 1F: 3 clusters Score -2941609 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2942100.000000 Penalty: 11601.705078
	Iteration 2F: 3 clusters Score -2942100 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2942462.250000 Penalty: 11601.705078
	Iteration 3Q: 3 clusters Score -2942462 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2942714.500000 Penalty: 11601.705078
	Iteration 4Q: 3 clusters Score -2942714 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2942918.000000 Penalty: 11601.705078
	Iteration 5Q: 3 clusters Score -2942918 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2943070.500000 Penalty: 11601.705078
	Iteration 6Q: 3 clusters Score -2943070 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2943189.750000 Penalty: 11601.705078
	Iteration 7Q: 3 clusters Score -2943190 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2943301.250000 Penalty: 11601.705078
	Iteration 8Q: 3 clusters Score -2943301 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2943403.250000 Penalty: 11601.705078
	Iteration 9Q: 3 clusters Score -2943403 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2943520.750000 Penalty: 11601.705078
	Iteration 10Q: 3 clusters Score -2943521 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2943632.500000 Penalty: 11601.705078
	Iteration 11Q: 3 clusters Score -2943632 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2943758.250000 Penalty: 11601.705078
	Iteration 12Q: 3 clusters Score -2943758 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2943922.750000 Penalty: 11601.705078
	Iteration 13Q: 3 clusters Score -2943923 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2944092.750000 Penalty: 11601.705078
	Iteration 14Q: 3 clusters Score -2944093 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2944290.750000 Penalty: 11601.705078
	Iteration 15Q: 3 clusters Score -2944291 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2944500.500000 Penalty: 11601.705078
	Iteration 16Q: 3 clusters Score -2944500 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2944697.250000 Penalty: 11601.705078
	Iteration 17Q: 3 clusters Score -2944697 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2944900.250000 Penalty: 11601.705078
	Iteration 18Q: 3 clusters Score -2944900 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2945067.000000 Penalty: 11601.705078
	Iteration 19Q: 3 clusters Score -2945067 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2945182.750000 Penalty: 11601.705078
	Iteration 20F: 3 clusters Score -2945183 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2945310.250000 Penalty: 11601.705078
	Iteration 21Q: 3 clusters Score -2945310 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2945393.750000 Penalty: 11601.705078
	Iteration 22Q: 3 clusters Score -2945394 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2945486.750000 Penalty: 11601.705078
	Iteration 23Q: 3 clusters Score -2945487 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2945549.750000 Penalty: 11601.705078
	Iteration 24Q: 3 clusters Score -2945550 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2945618.500000 Penalty: 11601.705078
	Iteration 25Q: 3 clusters Score -2945618 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2945658.500000 Penalty: 11601.705078
	Iteration 26Q: 3 clusters Score -2945658 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2945701.250000 Penalty: 11601.705078
	Iteration 27Q: 3 clusters Score -2945701 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2945723.500000 Penalty: 11601.705078
	Iteration 28Q: 3 clusters Score -2945724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2945753.250000 Penalty: 11601.705078
	Iteration 29Q: 3 clusters Score -2945753 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2945762.500000 Penalty: 11601.705078
	Iteration 30Q: 3 clusters Score -2945762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2945776.250000 Penalty: 11601.705078
	Iteration 31Q: 3 clusters Score -2945776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2945781.750000 Penalty: 11601.705078
	Iteration 32Q: 3 clusters Score -2945782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2945785.000000 Penalty: 11601.705078
	Iteration 33Q: 3 clusters Score -2945785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2945796.500000 Penalty: 11601.705078
	Iteration 34Q: 3 clusters Score -2945796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2945810.250000 Penalty: 11601.705078
	Iteration 35Q: 3 clusters Score -2945810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2945812.750000 Penalty: 11601.705078
	Iteration 36Q: 3 clusters Score -2945813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2945820.000000 Penalty: 11601.705078
	Iteration 37Q: 3 clusters Score -2945820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2945821.250000 Penalty: 11601.705078
	Iteration 38Q: 3 clusters Score -2945821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2945821.750000 Penalty: 11601.705078
	Iteration 39Q: 3 clusters Score -2945822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2945831.000000 Penalty: 11601.705078
	Iteration 40F: 3 clusters Score -2945831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2945837.000000 Penalty: 11601.705078
	Iteration 41Q: 3 clusters Score -2945837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2945828.250000 Penalty: 11601.705078
	Iteration 42Q: 3 clusters Score -2945828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2945833.250000 Penalty: 11601.705078
	Iteration 43Q: 3 clusters Score -2945833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2945838.750000 Penalty: 11601.705078
	Iteration 44Q: 3 clusters Score -2945839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2945841.750000 Penalty: 11601.705078
	Iteration 45Q: 3 clusters Score -2945842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2945831.250000 Penalty: 11601.705078
	Iteration 46Q: 3 clusters Score -2945831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2945832.750000 Penalty: 11601.705078
	Iteration 47Q: 3 clusters Score -2945833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2945842.750000 Penalty: 11601.705078
	Iteration 48Q: 3 clusters Score -2945843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2945843.250000 Penalty: 11601.705078
	Iteration 49Q: 3 clusters Score -2945843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2945844.750000 Penalty: 11601.705078
	Iteration 50Q: 3 clusters Score -2945845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2945846.500000 Penalty: 11601.705078
	Iteration 51Q: 3 clusters Score -2945846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2945850.250000 Penalty: 11601.705078
	Iteration 52Q: 3 clusters Score -2945850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2945850.500000 Penalty: 11601.705078
	Iteration 53Q: 3 clusters Score -2945850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2945857.000000 Penalty: 11601.705078
	Iteration 54Q: 3 clusters Score -2945857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2945857.000000 Penalty: 11601.705078
	Iteration 55F: 3 clusters Score -2945857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (94813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Entering Unmasked Estep 
Score: -21843350.000000 Penalty: 7019.042480
	Iteration 0F: 2 clusters Score -2.184335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -21779850.000000 Penalty: 14038.084961
	Iteration 0F: 3 clusters Score -2.177985e+07 nChanged 43133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -21802940.000000 Penalty: 14038.084961
	Iteration 1F: 3 clusters Score -2.180294e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -21804010.000000 Penalty: 14038.084961
	Iteration 2Q: 3 clusters Score -2.180401e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -21805054.000000 Penalty: 14038.084961
	Iteration 3Q: 3 clusters Score -2.180505e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -21805948.000000 Penalty: 14038.084961
	Iteration 4Q: 3 clusters Score -2.180595e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -21806962.000000 Penalty: 14038.084961
	Iteration 5Q: 3 clusters Score -2.180696e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -21808046.000000 Penalty: 14038.084961
	Iteration 6Q: 3 clusters Score -2.180805e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -21809362.000000 Penalty: 14038.084961
	Iteration 7Q: 3 clusters Score -2.180936e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -21811454.000000 Penalty: 14038.084961
	Iteration 8Q: 3 clusters Score -2.181145e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -21814312.000000 Penalty: 14038.084961
	Iteration 9F: 3 clusters Score -2.181431e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -21818554.000000 Penalty: 14038.084961
	Iteration 10F: 3 clusters Score -2.181855e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -21823588.000000 Penalty: 14038.084961
	Iteration 11F: 3 clusters Score -2.182359e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84374 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -21828634.000000 Penalty: 14038.084961
	Iteration 12F: 3 clusters Score -2.182863e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -21832492.000000 Penalty: 14038.084961
	Iteration 13Q: 3 clusters Score -2.183249e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -21834814.000000 Penalty: 14038.084961
	Iteration 14Q: 3 clusters Score -2.183481e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -21835980.000000 Penalty: 14038.084961
	Iteration 15Q: 3 clusters Score -2.183598e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93515 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -21836490.000000 Penalty: 14038.084961
	Iteration 16Q: 3 clusters Score -2.183649e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -21836786.000000 Penalty: 14038.084961
	Iteration 17Q: 3 clusters Score -2.183679e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -21836934.000000 Penalty: 14038.084961
	Iteration 18Q: 3 clusters Score -2.183693e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21837016.000000 Penalty: 14038.084961
	Iteration 19Q: 3 clusters Score -2.183702e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -21837066.000000 Penalty: 14038.084961
	Iteration 20F: 3 clusters Score -2.183707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -21837092.000000 Penalty: 14038.084961
	Iteration 21Q: 3 clusters Score -2.183709e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -21837148.000000 Penalty: 14038.084961
	Iteration 22Q: 3 clusters Score -2.183715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94066 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21837148.000000 Penalty: 14038.084961
	Iteration 23Q: 3 clusters Score -2.183715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -21837166.000000 Penalty: 14038.084961
	Iteration 24Q: 3 clusters Score -2.183717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -21837184.000000 Penalty: 14038.084961
	Iteration 25Q: 3 clusters Score -2.183718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -21837182.000000 Penalty: 14038.084961
	Iteration 26Q: 3 clusters Score -2.183718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94101 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -21837224.000000 Penalty: 14038.084961
	Iteration 27Q: 3 clusters Score -2.183722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -21837220.000000 Penalty: 14038.084961
	Iteration 28Q: 3 clusters Score -2.183722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94107 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -21837224.000000 Penalty: 14038.084961
	Iteration 29Q: 3 clusters Score -2.183722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -21837234.000000 Penalty: 14038.084961
	Iteration 30Q: 3 clusters Score -2.183723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94107 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -21837238.000000 Penalty: 14038.084961
	Iteration 31Q: 3 clusters Score -2.183724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94106 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -21837238.000000 Penalty: 14038.084961
	Iteration 32Q: 3 clusters Score -2.183724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94107 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -21837242.000000 Penalty: 14038.084961
	Iteration 33Q: 3 clusters Score -2.183724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -21837250.000000 Penalty: 14038.084961
	Iteration 34Q: 3 clusters Score -2.183725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -21837234.000000 Penalty: 14038.084961
	Iteration 35Q: 3 clusters Score -2.183723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21837242.000000 Penalty: 14038.084961
	Iteration 36Q: 3 clusters Score -2.183724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21837242.000000 Penalty: 14038.084961
	Iteration 37F: 3 clusters Score -2.183724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Entering Unmasked Estep 
Score: -7652136.000000 Penalty: 6383.264648
	Iteration 0F: 2 clusters Score -7652136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -7627070.000000 Penalty: 12766.529297
	Iteration 0F: 3 clusters Score -7627070 nChanged 14370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -7634611.000000 Penalty: 12766.529297
	Iteration 1F: 3 clusters Score -7634611 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -7635364.000000 Penalty: 12766.529297
	Iteration 2F: 3 clusters Score -7635364 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -7635854.500000 Penalty: 12766.529297
	Iteration 3Q: 3 clusters Score -7635854 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -7636263.500000 Penalty: 12766.529297
	Iteration 4Q: 3 clusters Score -7636264 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -7636602.000000 Penalty: 12766.529297
	Iteration 5Q: 3 clusters Score -7636602 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -7636936.500000 Penalty: 12766.529297
	Iteration 6Q: 3 clusters Score -7636936 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -7637168.000000 Penalty: 12766.529297
	Iteration 7Q: 3 clusters Score -7637168 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -7637376.500000 Penalty: 12766.529297
	Iteration 8Q: 3 clusters Score -7637376 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -7637576.500000 Penalty: 12766.529297
	Iteration 9Q: 3 clusters Score -7637576 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -7637806.500000 Penalty: 12766.529297
	Iteration 10Q: 3 clusters Score -7637806 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -7638006.500000 Penalty: 12766.529297
	Iteration 11Q: 3 clusters Score -7638006 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -7638188.500000 Penalty: 12766.529297
	Iteration 12Q: 3 clusters Score -7638188 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -7638351.500000 Penalty: 12766.529297
	Iteration 13Q: 3 clusters Score -7638352 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -7638521.500000 Penalty: 12766.529297
	Iteration 14Q: 3 clusters Score -7638522 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -7638664.500000 Penalty: 12766.529297
	Iteration 15Q: 3 clusters Score -7638664 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -7638811.000000 Penalty: 12766.529297
	Iteration 16Q: 3 clusters Score -7638811 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -7638922.000000 Penalty: 12766.529297
	Iteration 17Q: 3 clusters Score -7638922 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -7639056.000000 Penalty: 12766.529297
	Iteration 18Q: 3 clusters Score -7639056 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -7639176.500000 Penalty: 12766.529297
	Iteration 19Q: 3 clusters Score -7639176 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -7639282.000000 Penalty: 12766.529297
	Iteration 20F: 3 clusters Score -7639282 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -7639413.500000 Penalty: 12766.529297
	Iteration 21Q: 3 clusters Score -7639414 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -7639530.000000 Penalty: 12766.529297
	Iteration 22Q: 3 clusters Score -7639530 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -7639657.000000 Penalty: 12766.529297
	Iteration 23Q: 3 clusters Score -7639657 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -7639808.000000 Penalty: 12766.529297
	Iteration 24Q: 3 clusters Score -7639808 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -7640016.000000 Penalty: 12766.529297
	Iteration 25Q: 3 clusters Score -7640016 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -7640204.500000 Penalty: 12766.529297
	Iteration 26Q: 3 clusters Score -7640204 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -7640457.000000 Penalty: 12766.529297
	Iteration 27Q: 3 clusters Score -7640457 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -7640688.500000 Penalty: 12766.529297
	Iteration 28Q: 3 clusters Score -7640688 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -7641042.500000 Penalty: 12766.529297
	Iteration 29Q: 3 clusters Score -7641042 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -7641448.500000 Penalty: 12766.529297
	Iteration 30Q: 3 clusters Score -7641448 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -7641881.000000 Penalty: 12766.529297
	Iteration 31Q: 3 clusters Score -7641881 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -7642353.000000 Penalty: 12766.529297
	Iteration 32Q: 3 clusters Score -7642353 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -7642798.000000 Penalty: 12766.529297
	Iteration 33Q: 3 clusters Score -7642798 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -7643139.500000 Penalty: 12766.529297
	Iteration 34Q: 3 clusters Score -7643140 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -7643425.000000 Penalty: 12766.529297
	Iteration 35Q: 3 clusters Score -7643425 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -7643666.500000 Penalty: 12766.529297
	Iteration 36Q: 3 clusters Score -7643666 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -7643869.000000 Penalty: 12766.529297
	Iteration 37Q: 3 clusters Score -7643869 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -7644013.000000 Penalty: 12766.529297
	Iteration 38Q: 3 clusters Score -7644013 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -7644183.500000 Penalty: 12766.529297
	Iteration 39Q: 3 clusters Score -7644184 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -7644342.500000 Penalty: 12766.529297
	Iteration 40F: 3 clusters Score -7644342 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -7644459.000000 Penalty: 12766.529297
	Iteration 41Q: 3 clusters Score -7644459 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -7644591.500000 Penalty: 12766.529297
	Iteration 42Q: 3 clusters Score -7644592 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -7644757.000000 Penalty: 12766.529297
	Iteration 43Q: 3 clusters Score -7644757 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -7644900.000000 Penalty: 12766.529297
	Iteration 44Q: 3 clusters Score -7644900 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -7645006.000000 Penalty: 12766.529297
	Iteration 45Q: 3 clusters Score -7645006 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -7645125.000000 Penalty: 12766.529297
	Iteration 46Q: 3 clusters Score -7645125 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -7645242.500000 Penalty: 12766.529297
	Iteration 47Q: 3 clusters Score -7645242 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -7645372.500000 Penalty: 12766.529297
	Iteration 48Q: 3 clusters Score -7645372 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -7645471.000000 Penalty: 12766.529297
	Iteration 49Q: 3 clusters Score -7645471 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -7645526.000000 Penalty: 12766.529297
	Iteration 50Q: 3 clusters Score -7645526 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -7645614.500000 Penalty: 12766.529297
	Iteration 51Q: 3 clusters Score -7645614 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -7645709.000000 Penalty: 12766.529297
	Iteration 52Q: 3 clusters Score -7645709 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -7645756.000000 Penalty: 12766.529297
	Iteration 53Q: 3 clusters Score -7645756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -7645836.500000 Penalty: 12766.529297
	Iteration 54Q: 3 clusters Score -7645836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -7645904.000000 Penalty: 12766.529297
	Iteration 55Q: 3 clusters Score -7645904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -7645969.000000 Penalty: 12766.529297
	Iteration 56Q: 3 clusters Score -7645969 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -7646010.500000 Penalty: 12766.529297
	Iteration 57Q: 3 clusters Score -7646010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -7646055.000000 Penalty: 12766.529297
	Iteration 58Q: 3 clusters Score -7646055 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -7646104.000000 Penalty: 12766.529297
	Iteration 59Q: 3 clusters Score -7646104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -7646138.500000 Penalty: 12766.529297
	Iteration 60F: 3 clusters Score -7646138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -7646164.000000 Penalty: 12766.529297
	Iteration 61Q: 3 clusters Score -7646164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -7646207.000000 Penalty: 12766.529297
	Iteration 62Q: 3 clusters Score -7646207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -7646196.500000 Penalty: 12766.529297
	Iteration 63Q: 3 clusters Score -7646196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -7646206.000000 Penalty: 12766.529297
	Iteration 64Q: 3 clusters Score -7646206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -7646216.000000 Penalty: 12766.529297
	Iteration 65Q: 3 clusters Score -7646216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -7646228.500000 Penalty: 12766.529297
	Iteration 66Q: 3 clusters Score -7646228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -7646250.500000 Penalty: 12766.529297
	Iteration 67Q: 3 clusters Score -7646250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -7646285.500000 Penalty: 12766.529297
	Iteration 68Q: 3 clusters Score -7646286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -7646296.500000 Penalty: 12766.529297
	Iteration 69Q: 3 clusters Score -7646296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -7646306.500000 Penalty: 12766.529297
	Iteration 70Q: 3 clusters Score -7646306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -7646312.500000 Penalty: 12766.529297
	Iteration 71Q: 3 clusters Score -7646312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -7646330.000000 Penalty: 12766.529297
	Iteration 72Q: 3 clusters Score -7646330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -7646345.000000 Penalty: 12766.529297
	Iteration 73Q: 3 clusters Score -7646345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -7646354.000000 Penalty: 12766.529297
	Iteration 74Q: 3 clusters Score -7646354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -7646356.500000 Penalty: 12766.529297
	Iteration 75Q: 3 clusters Score -7646356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -7646371.500000 Penalty: 12766.529297
	Iteration 76Q: 3 clusters Score -7646372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -7646382.000000 Penalty: 12766.529297
	Iteration 77Q: 3 clusters Score -7646382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -7646402.000000 Penalty: 12766.529297
	Iteration 78Q: 3 clusters Score -7646402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -7646399.000000 Penalty: 12766.529297
	Iteration 79Q: 3 clusters Score -7646399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -7646402.000000 Penalty: 12766.529297
	Iteration 80F: 3 clusters Score -7646402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -7646404.000000 Penalty: 12766.529297
	Iteration 81Q: 3 clusters Score -7646404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -7646401.500000 Penalty: 12766.529297
	Iteration 82Q: 3 clusters Score -7646402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -7646392.000000 Penalty: 12766.529297
	Iteration 83Q: 3 clusters Score -7646392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -7646400.500000 Penalty: 12766.529297
	Iteration 84Q: 3 clusters Score -7646400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -7646400.000000 Penalty: 12766.529297
	Iteration 85Q: 3 clusters Score -7646400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -7646402.500000 Penalty: 12766.529297
	Iteration 86Q: 3 clusters Score -7646402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -7646401.500000 Penalty: 12766.529297
	Iteration 87Q: 3 clusters Score -7646402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -7646405.500000 Penalty: 12766.529297
	Iteration 88Q: 3 clusters Score -7646406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -7646406.500000 Penalty: 12766.529297
	Iteration 89Q: 3 clusters Score -7646406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -7646413.000000 Penalty: 12766.529297
	Iteration 90Q: 3 clusters Score -7646413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -7646411.500000 Penalty: 12766.529297
	Iteration 91Q: 3 clusters Score -7646412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -7646411.500000 Penalty: 12766.529297
	Iteration 92F: 3 clusters Score -7646412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Entering Unmasked Estep 
Score: -3760663.250000 Penalty: 5964.647461
	Iteration 0F: 2 clusters Score -3760663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3746064.250000 Penalty: 11929.294922
	Iteration 0F: 3 clusters Score -3746064 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3749822.750000 Penalty: 11929.294922
	Iteration 1F: 3 clusters Score -3749823 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -3750506.500000 Penalty: 11929.294922
	Iteration 2F: 3 clusters Score -3750506 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3750951.500000 Penalty: 11929.294922
	Iteration 3F: 3 clusters Score -3750952 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -3751311.000000 Penalty: 11929.294922
	Iteration 4Q: 3 clusters Score -3751311 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3751645.750000 Penalty: 11929.294922
	Iteration 5Q: 3 clusters Score -3751646 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3751913.250000 Penalty: 11929.294922
	Iteration 6Q: 3 clusters Score -3751913 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3752119.250000 Penalty: 11929.294922
	Iteration 7Q: 3 clusters Score -3752119 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3752389.500000 Penalty: 11929.294922
	Iteration 8Q: 3 clusters Score -3752390 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3752666.250000 Penalty: 11929.294922
	Iteration 9Q: 3 clusters Score -3752666 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3752987.500000 Penalty: 11929.294922
	Iteration 10Q: 3 clusters Score -3752988 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3753357.000000 Penalty: 11929.294922
	Iteration 11Q: 3 clusters Score -3753357 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3753744.750000 Penalty: 11929.294922
	Iteration 12Q: 3 clusters Score -3753745 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3754162.250000 Penalty: 11929.294922
	Iteration 13Q: 3 clusters Score -3754162 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3754513.250000 Penalty: 11929.294922
	Iteration 14Q: 3 clusters Score -3754513 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3754862.750000 Penalty: 11929.294922
	Iteration 15Q: 3 clusters Score -3754863 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3755133.250000 Penalty: 11929.294922
	Iteration 16Q: 3 clusters Score -3755133 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3755376.250000 Penalty: 11929.294922
	Iteration 17Q: 3 clusters Score -3755376 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3755531.250000 Penalty: 11929.294922
	Iteration 18Q: 3 clusters Score -3755531 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3755659.000000 Penalty: 11929.294922
	Iteration 19Q: 3 clusters Score -3755659 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3755743.750000 Penalty: 11929.294922
	Iteration 20F: 3 clusters Score -3755744 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3755851.000000 Penalty: 11929.294922
	Iteration 21Q: 3 clusters Score -3755851 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3755924.250000 Penalty: 11929.294922
	Iteration 22Q: 3 clusters Score -3755924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3755976.250000 Penalty: 11929.294922
	Iteration 23Q: 3 clusters Score -3755976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3756018.250000 Penalty: 11929.294922
	Iteration 24Q: 3 clusters Score -3756018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3756057.000000 Penalty: 11929.294922
	Iteration 25Q: 3 clusters Score -3756057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3756078.000000 Penalty: 11929.294922
	Iteration 26Q: 3 clusters Score -3756078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3756098.500000 Penalty: 11929.294922
	Iteration 27Q: 3 clusters Score -3756098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3756119.000000 Penalty: 11929.294922
	Iteration 28Q: 3 clusters Score -3756119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3756133.750000 Penalty: 11929.294922
	Iteration 29Q: 3 clusters Score -3756134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3756150.750000 Penalty: 11929.294922
	Iteration 30Q: 3 clusters Score -3756151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3756159.500000 Penalty: 11929.294922
	Iteration 31Q: 3 clusters Score -3756160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3756173.250000 Penalty: 11929.294922
	Iteration 32Q: 3 clusters Score -3756173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3756191.750000 Penalty: 11929.294922
	Iteration 33Q: 3 clusters Score -3756192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3756203.250000 Penalty: 11929.294922
	Iteration 34Q: 3 clusters Score -3756203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3756217.750000 Penalty: 11929.294922
	Iteration 35Q: 3 clusters Score -3756218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3756211.500000 Penalty: 11929.294922
	Iteration 36Q: 3 clusters Score -3756212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3756216.250000 Penalty: 11929.294922
	Iteration 37Q: 3 clusters Score -3756216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3756218.000000 Penalty: 11929.294922
	Iteration 38Q: 3 clusters Score -3756218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3756224.750000 Penalty: 11929.294922
	Iteration 39Q: 3 clusters Score -3756225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3756230.000000 Penalty: 11929.294922
	Iteration 40F: 3 clusters Score -3756230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3756233.750000 Penalty: 11929.294922
	Iteration 41Q: 3 clusters Score -3756234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3756231.250000 Penalty: 11929.294922
	Iteration 42Q: 3 clusters Score -3756231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3756231.250000 Penalty: 11929.294922
	Iteration 43F: 3 clusters Score -3756231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Entering Unmasked Estep 
Score: -2529604.500000 Penalty: 5726.084961
	Iteration 0F: 2 clusters Score -2529604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2518487.500000 Penalty: 11452.169922
	Iteration 0F: 3 clusters Score -2518488 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2521009.250000 Penalty: 11452.169922
	Iteration 1F: 3 clusters Score -2521009 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2521520.000000 Penalty: 11452.169922
	Iteration 2F: 3 clusters Score -2521520 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2521855.000000 Penalty: 11452.169922
	Iteration 3Q: 3 clusters Score -2521855 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2522101.000000 Penalty: 11452.169922
	Iteration 4Q: 3 clusters Score -2522101 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2522290.750000 Penalty: 11452.169922
	Iteration 5Q: 3 clusters Score -2522291 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2522464.000000 Penalty: 11452.169922
	Iteration 6Q: 3 clusters Score -2522464 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2522614.250000 Penalty: 11452.169922
	Iteration 7Q: 3 clusters Score -2522614 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2522769.500000 Penalty: 11452.169922
	Iteration 8Q: 3 clusters Score -2522770 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2522921.500000 Penalty: 11452.169922
	Iteration 9Q: 3 clusters Score -2522922 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2523065.500000 Penalty: 11452.169922
	Iteration 10Q: 3 clusters Score -2523066 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2523203.000000 Penalty: 11452.169922
	Iteration 11Q: 3 clusters Score -2523203 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2523351.750000 Penalty: 11452.169922
	Iteration 12Q: 3 clusters Score -2523352 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2523494.750000 Penalty: 11452.169922
	Iteration 13Q: 3 clusters Score -2523495 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2523663.750000 Penalty: 11452.169922
	Iteration 14Q: 3 clusters Score -2523664 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2523842.500000 Penalty: 11452.169922
	Iteration 15Q: 3 clusters Score -2523842 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2524021.250000 Penalty: 11452.169922
	Iteration 16Q: 3 clusters Score -2524021 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2524198.750000 Penalty: 11452.169922
	Iteration 17Q: 3 clusters Score -2524199 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2524392.500000 Penalty: 11452.169922
	Iteration 18Q: 3 clusters Score -2524392 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2524584.250000 Penalty: 11452.169922
	Iteration 19Q: 3 clusters Score -2524584 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2524787.250000 Penalty: 11452.169922
	Iteration 20F: 3 clusters Score -2524787 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2524959.500000 Penalty: 11452.169922
	Iteration 21Q: 3 clusters Score -2524960 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2525105.500000 Penalty: 11452.169922
	Iteration 22Q: 3 clusters Score -2525106 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2525222.000000 Penalty: 11452.169922
	Iteration 23Q: 3 clusters Score -2525222 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2525342.250000 Penalty: 11452.169922
	Iteration 24Q: 3 clusters Score -2525342 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2525426.250000 Penalty: 11452.169922
	Iteration 25Q: 3 clusters Score -2525426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2525503.750000 Penalty: 11452.169922
	Iteration 26Q: 3 clusters Score -2525504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2525563.250000 Penalty: 11452.169922
	Iteration 27Q: 3 clusters Score -2525563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2525602.500000 Penalty: 11452.169922
	Iteration 28Q: 3 clusters Score -2525602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2525624.250000 Penalty: 11452.169922
	Iteration 29Q: 3 clusters Score -2525624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2525643.750000 Penalty: 11452.169922
	Iteration 30Q: 3 clusters Score -2525644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2525659.750000 Penalty: 11452.169922
	Iteration 31Q: 3 clusters Score -2525660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2525677.000000 Penalty: 11452.169922
	Iteration 32Q: 3 clusters Score -2525677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2525688.500000 Penalty: 11452.169922
	Iteration 33Q: 3 clusters Score -2525688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2525704.250000 Penalty: 11452.169922
	Iteration 34Q: 3 clusters Score -2525704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2525707.750000 Penalty: 11452.169922
	Iteration 35Q: 3 clusters Score -2525708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2525713.750000 Penalty: 11452.169922
	Iteration 36Q: 3 clusters Score -2525714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2525717.000000 Penalty: 11452.169922
	Iteration 37Q: 3 clusters Score -2525717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2525720.250000 Penalty: 11452.169922
	Iteration 38Q: 3 clusters Score -2525720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2525721.750000 Penalty: 11452.169922
	Iteration 39Q: 3 clusters Score -2525722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2525721.750000 Penalty: 11452.169922
	Iteration 40F: 3 clusters Score -2525722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Entering Unmasked Estep 
Score: -10228421.000000 Penalty: 6592.529297
	Iteration 0F: 2 clusters Score -1.022842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -10194708.000000 Penalty: 13185.058594
	Iteration 0F: 3 clusters Score -1.019471e+07 nChanged 20688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -10206190.000000 Penalty: 13185.058594
	Iteration 1F: 3 clusters Score -1.020619e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -10207725.000000 Penalty: 13185.058594
	Iteration 2F: 3 clusters Score -1.020772e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -10209343.000000 Penalty: 13185.058594
	Iteration 3F: 3 clusters Score -1.020934e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -10211076.000000 Penalty: 13185.058594
	Iteration 4F: 3 clusters Score -1.021108e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -10212895.000000 Penalty: 13185.058594
	Iteration 5F: 3 clusters Score -1.02129e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -10214688.000000 Penalty: 13185.058594
	Iteration 6F: 3 clusters Score -1.021469e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -10216233.000000 Penalty: 13185.058594
	Iteration 7F: 3 clusters Score -1.021623e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -10217742.000000 Penalty: 13185.058594
	Iteration 8F: 3 clusters Score -1.021774e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -10218933.000000 Penalty: 13185.058594
	Iteration 9Q: 3 clusters Score -1.021893e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -10220145.000000 Penalty: 13185.058594
	Iteration 10Q: 3 clusters Score -1.022014e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -10221204.000000 Penalty: 13185.058594
	Iteration 11Q: 3 clusters Score -1.02212e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -10222179.000000 Penalty: 13185.058594
	Iteration 12Q: 3 clusters Score -1.022218e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -10223020.000000 Penalty: 13185.058594
	Iteration 13Q: 3 clusters Score -1.022302e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -10223754.000000 Penalty: 13185.058594
	Iteration 14Q: 3 clusters Score -1.022375e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -10224408.000000 Penalty: 13185.058594
	Iteration 15Q: 3 clusters Score -1.022441e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -10224900.000000 Penalty: 13185.058594
	Iteration 16Q: 3 clusters Score -1.02249e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -10225276.000000 Penalty: 13185.058594
	Iteration 17Q: 3 clusters Score -1.022528e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -10225603.000000 Penalty: 13185.058594
	Iteration 18Q: 3 clusters Score -1.02256e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -10225843.000000 Penalty: 13185.058594
	Iteration 19Q: 3 clusters Score -1.022584e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -10226037.000000 Penalty: 13185.058594
	Iteration 20F: 3 clusters Score -1.022604e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -10226239.000000 Penalty: 13185.058594
	Iteration 21Q: 3 clusters Score -1.022624e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -10226407.000000 Penalty: 13185.058594
	Iteration 22Q: 3 clusters Score -1.022641e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -10226497.000000 Penalty: 13185.058594
	Iteration 23Q: 3 clusters Score -1.02265e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -10226626.000000 Penalty: 13185.058594
	Iteration 24Q: 3 clusters Score -1.022663e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -10226693.000000 Penalty: 13185.058594
	Iteration 25Q: 3 clusters Score -1.022669e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -10226750.000000 Penalty: 13185.058594
	Iteration 26Q: 3 clusters Score -1.022675e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -10226794.000000 Penalty: 13185.058594
	Iteration 27Q: 3 clusters Score -1.022679e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -10226838.000000 Penalty: 13185.058594
	Iteration 28Q: 3 clusters Score -1.022684e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -10226855.000000 Penalty: 13185.058594
	Iteration 29Q: 3 clusters Score -1.022686e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -10226890.000000 Penalty: 13185.058594
	Iteration 30Q: 3 clusters Score -1.022689e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -10226922.000000 Penalty: 13185.058594
	Iteration 31Q: 3 clusters Score -1.022692e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -10226958.000000 Penalty: 13185.058594
	Iteration 32Q: 3 clusters Score -1.022696e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -10226957.000000 Penalty: 13185.058594
	Iteration 33Q: 3 clusters Score -1.022696e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -10226976.000000 Penalty: 13185.058594
	Iteration 34Q: 3 clusters Score -1.022698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -10226985.000000 Penalty: 13185.058594
	Iteration 35Q: 3 clusters Score -1.022698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -10227001.000000 Penalty: 13185.058594
	Iteration 36Q: 3 clusters Score -1.0227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -10226995.000000 Penalty: 13185.058594
	Iteration 37Q: 3 clusters Score -1.0227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -10227015.000000 Penalty: 13185.058594
	Iteration 38Q: 3 clusters Score -1.022702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -10226999.000000 Penalty: 13185.058594
	Iteration 39Q: 3 clusters Score -1.0227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -10227000.000000 Penalty: 13185.058594
	Iteration 40F: 3 clusters Score -1.0227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -10227004.000000 Penalty: 13185.058594
	Iteration 41Q: 3 clusters Score -1.0227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -10227005.000000 Penalty: 13185.058594
	Iteration 42Q: 3 clusters Score -1.0227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -10227001.000000 Penalty: 13185.058594
	Iteration 43Q: 3 clusters Score -1.0227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -10227000.000000 Penalty: 13185.058594
	Iteration 44Q: 3 clusters Score -1.0227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -10226992.000000 Penalty: 13185.058594
	Iteration 45Q: 3 clusters Score -1.022699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -10226986.000000 Penalty: 13185.058594
	Iteration 46Q: 3 clusters Score -1.022699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -10226993.000000 Penalty: 13185.058594
	Iteration 47Q: 3 clusters Score -1.022699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -10226997.000000 Penalty: 13185.058594
	Iteration 48Q: 3 clusters Score -1.0227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -10226994.000000 Penalty: 13185.058594
	Iteration 49Q: 3 clusters Score -1.022699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -10226987.000000 Penalty: 13185.058594
	Iteration 50Q: 3 clusters Score -1.022699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -10226988.000000 Penalty: 13185.058594
	Iteration 51Q: 3 clusters Score -1.022699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -10226990.000000 Penalty: 13185.058594
	Iteration 52Q: 3 clusters Score -1.022699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -10226990.000000 Penalty: 13185.058594
	Iteration 53F: 3 clusters Score -1.022699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Entering Unmasked Estep 
Score: -12600006.000000 Penalty: 6685.313477
	Iteration 0F: 2 clusters Score -1.260001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -12561096.000000 Penalty: 13370.626953
	Iteration 0F: 3 clusters Score -1.25611e+07 nChanged 24187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -12574188.000000 Penalty: 13370.626953
	Iteration 1F: 3 clusters Score -1.257419e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -12575049.000000 Penalty: 13370.626953
	Iteration 2Q: 3 clusters Score -1.257505e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -12575934.000000 Penalty: 13370.626953
	Iteration 3Q: 3 clusters Score -1.257593e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -12576691.000000 Penalty: 13370.626953
	Iteration 4Q: 3 clusters Score -1.257669e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -12577355.000000 Penalty: 13370.626953
	Iteration 5Q: 3 clusters Score -1.257736e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -12578178.000000 Penalty: 13370.626953
	Iteration 6Q: 3 clusters Score -1.257818e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -12579074.000000 Penalty: 13370.626953
	Iteration 7Q: 3 clusters Score -1.257907e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -12580043.000000 Penalty: 13370.626953
	Iteration 8Q: 3 clusters Score -1.258004e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -12581499.000000 Penalty: 13370.626953
	Iteration 9Q: 3 clusters Score -1.25815e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -12583028.000000 Penalty: 13370.626953
	Iteration 10F: 3 clusters Score -1.258303e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -12584896.000000 Penalty: 13370.626953
	Iteration 11F: 3 clusters Score -1.25849e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -12586856.000000 Penalty: 13370.626953
	Iteration 12F: 3 clusters Score -1.258686e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -12588606.000000 Penalty: 13370.626953
	Iteration 13Q: 3 clusters Score -1.258861e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -12590140.000000 Penalty: 13370.626953
	Iteration 14Q: 3 clusters Score -1.259014e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -12591269.000000 Penalty: 13370.626953
	Iteration 15Q: 3 clusters Score -1.259127e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -12592168.000000 Penalty: 13370.626953
	Iteration 16Q: 3 clusters Score -1.259217e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -12592787.000000 Penalty: 13370.626953
	Iteration 17Q: 3 clusters Score -1.259279e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -12593203.000000 Penalty: 13370.626953
	Iteration 18Q: 3 clusters Score -1.25932e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -12593502.000000 Penalty: 13370.626953
	Iteration 19Q: 3 clusters Score -1.25935e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -12593688.000000 Penalty: 13370.626953
	Iteration 20F: 3 clusters Score -1.259369e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -12593831.000000 Penalty: 13370.626953
	Iteration 21Q: 3 clusters Score -1.259383e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -12593911.000000 Penalty: 13370.626953
	Iteration 22Q: 3 clusters Score -1.259391e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -12593993.000000 Penalty: 13370.626953
	Iteration 23Q: 3 clusters Score -1.259399e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -12594042.000000 Penalty: 13370.626953
	Iteration 24Q: 3 clusters Score -1.259404e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -12594097.000000 Penalty: 13370.626953
	Iteration 25Q: 3 clusters Score -1.25941e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -12594113.000000 Penalty: 13370.626953
	Iteration 26Q: 3 clusters Score -1.259411e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -12594137.000000 Penalty: 13370.626953
	Iteration 27Q: 3 clusters Score -1.259414e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -12594191.000000 Penalty: 13370.626953
	Iteration 28Q: 3 clusters Score -1.259419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12594205.000000 Penalty: 13370.626953
	Iteration 29Q: 3 clusters Score -1.25942e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -12594226.000000 Penalty: 13370.626953
	Iteration 30Q: 3 clusters Score -1.259423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -12594236.000000 Penalty: 13370.626953
	Iteration 31Q: 3 clusters Score -1.259424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -12594263.000000 Penalty: 13370.626953
	Iteration 32Q: 3 clusters Score -1.259426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -12594278.000000 Penalty: 13370.626953
	Iteration 33Q: 3 clusters Score -1.259428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -12594292.000000 Penalty: 13370.626953
	Iteration 34Q: 3 clusters Score -1.259429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12594323.000000 Penalty: 13370.626953
	Iteration 35Q: 3 clusters Score -1.259432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12594347.000000 Penalty: 13370.626953
	Iteration 36Q: 3 clusters Score -1.259435e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12594371.000000 Penalty: 13370.626953
	Iteration 37Q: 3 clusters Score -1.259437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12594385.000000 Penalty: 13370.626953
	Iteration 38Q: 3 clusters Score -1.259438e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12594393.000000 Penalty: 13370.626953
	Iteration 39Q: 3 clusters Score -1.259439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -12594423.000000 Penalty: 13370.626953
	Iteration 40F: 3 clusters Score -1.259442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12594458.000000 Penalty: 13370.626953
	Iteration 41Q: 3 clusters Score -1.259446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -12594451.000000 Penalty: 13370.626953
	Iteration 42Q: 3 clusters Score -1.259445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12594457.000000 Penalty: 13370.626953
	Iteration 43Q: 3 clusters Score -1.259446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12594475.000000 Penalty: 13370.626953
	Iteration 44Q: 3 clusters Score -1.259448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -12594489.000000 Penalty: 13370.626953
	Iteration 45Q: 3 clusters Score -1.259449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12594494.000000 Penalty: 13370.626953
	Iteration 46Q: 3 clusters Score -1.259449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -12594514.000000 Penalty: 13370.626953
	Iteration 47Q: 3 clusters Score -1.259451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -12594513.000000 Penalty: 13370.626953
	Iteration 48Q: 3 clusters Score -1.259451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -12594509.000000 Penalty: 13370.626953
	Iteration 49Q: 3 clusters Score -1.259451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12594512.000000 Penalty: 13370.626953
	Iteration 50Q: 3 clusters Score -1.259451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -12594518.000000 Penalty: 13370.626953
	Iteration 51Q: 3 clusters Score -1.259452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12594514.000000 Penalty: 13370.626953
	Iteration 52Q: 3 clusters Score -1.259451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12594514.000000 Penalty: 13370.626953
	Iteration 53F: 3 clusters Score -1.259451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Entering Unmasked Estep 
Score: -7723293.500000 Penalty: 6413.826172
	Iteration 0F: 2 clusters Score -7723294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -7697037.000000 Penalty: 12827.652344
	Iteration 0F: 3 clusters Score -7697037 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -7705171.500000 Penalty: 12827.652344
	Iteration 1F: 3 clusters Score -7705172 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -7706205.000000 Penalty: 12827.652344
	Iteration 2F: 3 clusters Score -7706205 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -7707183.000000 Penalty: 12827.652344
	Iteration 3F: 3 clusters Score -7707183 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -7708181.000000 Penalty: 12827.652344
	Iteration 4F: 3 clusters Score -7708181 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -7709353.500000 Penalty: 12827.652344
	Iteration 5F: 3 clusters Score -7709354 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -7710585.000000 Penalty: 12827.652344
	Iteration 6F: 3 clusters Score -7710585 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -7711897.000000 Penalty: 12827.652344
	Iteration 7F: 3 clusters Score -7711897 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -7713103.000000 Penalty: 12827.652344
	Iteration 8F: 3 clusters Score -7713103 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -7714095.000000 Penalty: 12827.652344
	Iteration 9Q: 3 clusters Score -7714095 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -7715048.000000 Penalty: 12827.652344
	Iteration 10Q: 3 clusters Score -7715048 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -7715934.000000 Penalty: 12827.652344
	Iteration 11Q: 3 clusters Score -7715934 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -7716839.000000 Penalty: 12827.652344
	Iteration 12Q: 3 clusters Score -7716839 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -7717714.500000 Penalty: 12827.652344
	Iteration 13Q: 3 clusters Score -7717714 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7718515.500000 Penalty: 12827.652344
	Iteration 14Q: 3 clusters Score -7718516 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -7719166.500000 Penalty: 12827.652344
	Iteration 15Q: 3 clusters Score -7719166 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7719670.500000 Penalty: 12827.652344
	Iteration 16Q: 3 clusters Score -7719670 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7720085.500000 Penalty: 12827.652344
	Iteration 17Q: 3 clusters Score -7720086 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7720346.000000 Penalty: 12827.652344
	Iteration 18Q: 3 clusters Score -7720346 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7720491.500000 Penalty: 12827.652344
	Iteration 19Q: 3 clusters Score -7720492 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7720606.500000 Penalty: 12827.652344
	Iteration 20F: 3 clusters Score -7720606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7720680.000000 Penalty: 12827.652344
	Iteration 21Q: 3 clusters Score -7720680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -7720714.500000 Penalty: 12827.652344
	Iteration 22Q: 3 clusters Score -7720714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7720735.500000 Penalty: 12827.652344
	Iteration 23Q: 3 clusters Score -7720736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7720759.000000 Penalty: 12827.652344
	Iteration 24Q: 3 clusters Score -7720759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7720779.500000 Penalty: 12827.652344
	Iteration 25Q: 3 clusters Score -7720780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7720773.500000 Penalty: 12827.652344
	Iteration 26Q: 3 clusters Score -7720774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7720780.000000 Penalty: 12827.652344
	Iteration 27Q: 3 clusters Score -7720780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7720776.000000 Penalty: 12827.652344
	Iteration 28Q: 3 clusters Score -7720776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7720790.500000 Penalty: 12827.652344
	Iteration 29Q: 3 clusters Score -7720790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7720794.000000 Penalty: 12827.652344
	Iteration 30Q: 3 clusters Score -7720794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7720797.500000 Penalty: 12827.652344
	Iteration 31Q: 3 clusters Score -7720798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7720796.500000 Penalty: 12827.652344
	Iteration 32Q: 3 clusters Score -7720796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7720811.500000 Penalty: 12827.652344
	Iteration 33Q: 3 clusters Score -7720812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7720818.000000 Penalty: 12827.652344
	Iteration 34Q: 3 clusters Score -7720818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7720820.000000 Penalty: 12827.652344
	Iteration 35Q: 3 clusters Score -7720820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7720820.000000 Penalty: 12827.652344
	Iteration 36F: 3 clusters Score -7720820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Entering Unmasked Estep 
Score: -11805643.000000 Penalty: 6641.915527
	Iteration 0F: 2 clusters Score -1.180564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -11769024.000000 Penalty: 13283.831055
	Iteration 0F: 3 clusters Score -1.176902e+07 nChanged 22603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -11781056.000000 Penalty: 13283.831055
	Iteration 1F: 3 clusters Score -1.178106e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -11782061.000000 Penalty: 13283.831055
	Iteration 2F: 3 clusters Score -1.178206e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -11782931.000000 Penalty: 13283.831055
	Iteration 3Q: 3 clusters Score -1.178293e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -11783888.000000 Penalty: 13283.831055
	Iteration 4Q: 3 clusters Score -1.178389e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -11784987.000000 Penalty: 13283.831055
	Iteration 5Q: 3 clusters Score -1.178499e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -11786469.000000 Penalty: 13283.831055
	Iteration 6F: 3 clusters Score -1.178647e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -11788371.000000 Penalty: 13283.831055
	Iteration 7F: 3 clusters Score -1.178837e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -11790909.000000 Penalty: 13283.831055
	Iteration 8F: 3 clusters Score -1.179091e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -11793486.000000 Penalty: 13283.831055
	Iteration 9F: 3 clusters Score -1.179349e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -11795603.000000 Penalty: 13283.831055
	Iteration 10F: 3 clusters Score -1.17956e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -11797297.000000 Penalty: 13283.831055
	Iteration 11Q: 3 clusters Score -1.17973e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -11798311.000000 Penalty: 13283.831055
	Iteration 12Q: 3 clusters Score -1.179831e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -11798852.000000 Penalty: 13283.831055
	Iteration 13Q: 3 clusters Score -1.179885e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -11799206.000000 Penalty: 13283.831055
	Iteration 14Q: 3 clusters Score -1.179921e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -11799448.000000 Penalty: 13283.831055
	Iteration 15Q: 3 clusters Score -1.179945e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -11799594.000000 Penalty: 13283.831055
	Iteration 16Q: 3 clusters Score -1.179959e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -11799695.000000 Penalty: 13283.831055
	Iteration 17Q: 3 clusters Score -1.17997e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -11799767.000000 Penalty: 13283.831055
	Iteration 18Q: 3 clusters Score -1.179977e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -11799798.000000 Penalty: 13283.831055
	Iteration 19Q: 3 clusters Score -1.17998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -11799821.000000 Penalty: 13283.831055
	Iteration 20F: 3 clusters Score -1.179982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -11799833.000000 Penalty: 13283.831055
	Iteration 21Q: 3 clusters Score -1.179983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -11799856.000000 Penalty: 13283.831055
	Iteration 22Q: 3 clusters Score -1.179986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -11799876.000000 Penalty: 13283.831055
	Iteration 23Q: 3 clusters Score -1.179988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -11799887.000000 Penalty: 13283.831055
	Iteration 24Q: 3 clusters Score -1.179989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -11799905.000000 Penalty: 13283.831055
	Iteration 25Q: 3 clusters Score -1.17999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -11799911.000000 Penalty: 13283.831055
	Iteration 26Q: 3 clusters Score -1.179991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -11799907.000000 Penalty: 13283.831055
	Iteration 27Q: 3 clusters Score -1.179991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -11799918.000000 Penalty: 13283.831055
	Iteration 28Q: 3 clusters Score -1.179992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -11799921.000000 Penalty: 13283.831055
	Iteration 29Q: 3 clusters Score -1.179992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -11799923.000000 Penalty: 13283.831055
	Iteration 30Q: 3 clusters Score -1.179992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -11799928.000000 Penalty: 13283.831055
	Iteration 31Q: 3 clusters Score -1.179993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -11799933.000000 Penalty: 13283.831055
	Iteration 32Q: 3 clusters Score -1.179993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -11799933.000000 Penalty: 13283.831055
	Iteration 33F: 3 clusters Score -1.179993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Entering Unmasked Estep 
Score: -15382472.000000 Penalty: 6810.047363
	Iteration 0F: 2 clusters Score -1.538247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -15335882.000000 Penalty: 13620.094727
	Iteration 0F: 3 clusters Score -1.533588e+07 nChanged 29922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -15351684.000000 Penalty: 13620.094727
	Iteration 1F: 3 clusters Score -1.535168e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -15352828.000000 Penalty: 13620.094727
	Iteration 2Q: 3 clusters Score -1.535283e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -15353889.000000 Penalty: 13620.094727
	Iteration 3Q: 3 clusters Score -1.535389e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -15354792.000000 Penalty: 13620.094727
	Iteration 4Q: 3 clusters Score -1.535479e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -15356029.000000 Penalty: 13620.094727
	Iteration 5Q: 3 clusters Score -1.535603e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -15357761.000000 Penalty: 13620.094727
	Iteration 6Q: 3 clusters Score -1.535776e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -15360254.000000 Penalty: 13620.094727
	Iteration 7F: 3 clusters Score -1.536025e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -15363860.000000 Penalty: 13620.094727
	Iteration 8F: 3 clusters Score -1.536386e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -15367868.000000 Penalty: 13620.094727
	Iteration 9F: 3 clusters Score -1.536787e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -15371200.000000 Penalty: 13620.094727
	Iteration 10F: 3 clusters Score -1.53712e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -15373406.000000 Penalty: 13620.094727
	Iteration 11Q: 3 clusters Score -1.537341e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -15374519.000000 Penalty: 13620.094727
	Iteration 12Q: 3 clusters Score -1.537452e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -15375212.000000 Penalty: 13620.094727
	Iteration 13Q: 3 clusters Score -1.537521e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -15375705.000000 Penalty: 13620.094727
	Iteration 14Q: 3 clusters Score -1.53757e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -15376003.000000 Penalty: 13620.094727
	Iteration 15Q: 3 clusters Score -1.5376e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -15376182.000000 Penalty: 13620.094727
	Iteration 16Q: 3 clusters Score -1.537618e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -15376358.000000 Penalty: 13620.094727
	Iteration 17Q: 3 clusters Score -1.537636e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -15376524.000000 Penalty: 13620.094727
	Iteration 18Q: 3 clusters Score -1.537652e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -15376594.000000 Penalty: 13620.094727
	Iteration 19Q: 3 clusters Score -1.537659e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -15376658.000000 Penalty: 13620.094727
	Iteration 20F: 3 clusters Score -1.537666e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -15376707.000000 Penalty: 13620.094727
	Iteration 21Q: 3 clusters Score -1.537671e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -15376753.000000 Penalty: 13620.094727
	Iteration 22Q: 3 clusters Score -1.537675e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15376755.000000 Penalty: 13620.094727
	Iteration 23Q: 3 clusters Score -1.537676e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -15376747.000000 Penalty: 13620.094727
	Iteration 24Q: 3 clusters Score -1.537675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15376779.000000 Penalty: 13620.094727
	Iteration 25Q: 3 clusters Score -1.537678e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -15376765.000000 Penalty: 13620.094727
	Iteration 26Q: 3 clusters Score -1.537676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15376766.000000 Penalty: 13620.094727
	Iteration 27Q: 3 clusters Score -1.537677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -15376792.000000 Penalty: 13620.094727
	Iteration 28Q: 3 clusters Score -1.537679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15376802.000000 Penalty: 13620.094727
	Iteration 29Q: 3 clusters Score -1.53768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -15376815.000000 Penalty: 13620.094727
	Iteration 30Q: 3 clusters Score -1.537682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -15376817.000000 Penalty: 13620.094727
	Iteration 31Q: 3 clusters Score -1.537682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -15376804.000000 Penalty: 13620.094727
	Iteration 32Q: 3 clusters Score -1.53768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -15376809.000000 Penalty: 13620.094727
	Iteration 33Q: 3 clusters Score -1.537681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -15376841.000000 Penalty: 13620.094727
	Iteration 34Q: 3 clusters Score -1.537684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15376871.000000 Penalty: 13620.094727
	Iteration 35Q: 3 clusters Score -1.537687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -15376883.000000 Penalty: 13620.094727
	Iteration 36Q: 3 clusters Score -1.537688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -15376880.000000 Penalty: 13620.094727
	Iteration 37Q: 3 clusters Score -1.537688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -15376878.000000 Penalty: 13620.094727
	Iteration 38Q: 3 clusters Score -1.537688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -15376869.000000 Penalty: 13620.094727
	Iteration 39Q: 3 clusters Score -1.537687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -15376869.000000 Penalty: 13620.094727
	Iteration 40F: 3 clusters Score -1.537687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -15376887.000000 Penalty: 13620.094727
	Iteration 41Q: 3 clusters Score -1.537689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -15376899.000000 Penalty: 13620.094727
	Iteration 42Q: 3 clusters Score -1.53769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15376899.000000 Penalty: 13620.094727
	Iteration 43Q: 3 clusters Score -1.53769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -15376899.000000 Penalty: 13620.094727
	Iteration 44Q: 3 clusters Score -1.53769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -15376895.000000 Penalty: 13620.094727
	Iteration 45Q: 3 clusters Score -1.53769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -15376895.000000 Penalty: 13620.094727
	Iteration 46F: 3 clusters Score -1.53769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Entering Unmasked Estep 
Score: -3313480.500000 Penalty: 5896.461914
	Iteration 0F: 2 clusters Score -3313480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3299953.000000 Penalty: 11792.923828
	Iteration 0F: 3 clusters Score -3299953 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3303436.250000 Penalty: 11792.923828
	Iteration 1F: 3 clusters Score -3303436 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3304189.000000 Penalty: 11792.923828
	Iteration 2F: 3 clusters Score -3304189 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3304832.500000 Penalty: 11792.923828
	Iteration 3F: 3 clusters Score -3304832 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3305425.000000 Penalty: 11792.923828
	Iteration 4F: 3 clusters Score -3305425 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3305996.750000 Penalty: 11792.923828
	Iteration 5F: 3 clusters Score -3305997 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3306506.000000 Penalty: 11792.923828
	Iteration 6Q: 3 clusters Score -3306506 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3307009.750000 Penalty: 11792.923828
	Iteration 7Q: 3 clusters Score -3307010 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3307507.750000 Penalty: 11792.923828
	Iteration 8Q: 3 clusters Score -3307508 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3308005.500000 Penalty: 11792.923828
	Iteration 9Q: 3 clusters Score -3308006 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3308453.250000 Penalty: 11792.923828
	Iteration 10Q: 3 clusters Score -3308453 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3308839.250000 Penalty: 11792.923828
	Iteration 11Q: 3 clusters Score -3308839 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3309185.000000 Penalty: 11792.923828
	Iteration 12Q: 3 clusters Score -3309185 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3309481.250000 Penalty: 11792.923828
	Iteration 13Q: 3 clusters Score -3309481 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3309675.250000 Penalty: 11792.923828
	Iteration 14Q: 3 clusters Score -3309675 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3309844.250000 Penalty: 11792.923828
	Iteration 15Q: 3 clusters Score -3309844 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3309950.250000 Penalty: 11792.923828
	Iteration 16Q: 3 clusters Score -3309950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3310017.500000 Penalty: 11792.923828
	Iteration 17Q: 3 clusters Score -3310018 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3310087.000000 Penalty: 11792.923828
	Iteration 18Q: 3 clusters Score -3310087 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3310117.750000 Penalty: 11792.923828
	Iteration 19Q: 3 clusters Score -3310118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3310154.500000 Penalty: 11792.923828
	Iteration 20F: 3 clusters Score -3310154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3310175.750000 Penalty: 11792.923828
	Iteration 21Q: 3 clusters Score -3310176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3310196.000000 Penalty: 11792.923828
	Iteration 22Q: 3 clusters Score -3310196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3310215.000000 Penalty: 11792.923828
	Iteration 23Q: 3 clusters Score -3310215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3310220.750000 Penalty: 11792.923828
	Iteration 24Q: 3 clusters Score -3310221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3310238.250000 Penalty: 11792.923828
	Iteration 25Q: 3 clusters Score -3310238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3310259.000000 Penalty: 11792.923828
	Iteration 26Q: 3 clusters Score -3310259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3310263.750000 Penalty: 11792.923828
	Iteration 27Q: 3 clusters Score -3310264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3310270.250000 Penalty: 11792.923828
	Iteration 28Q: 3 clusters Score -3310270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3310272.250000 Penalty: 11792.923828
	Iteration 29Q: 3 clusters Score -3310272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3310273.750000 Penalty: 11792.923828
	Iteration 30Q: 3 clusters Score -3310274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3310272.750000 Penalty: 11792.923828
	Iteration 31Q: 3 clusters Score -3310273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3310279.000000 Penalty: 11792.923828
	Iteration 32Q: 3 clusters Score -3310279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3310280.500000 Penalty: 11792.923828
	Iteration 33Q: 3 clusters Score -3310280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3310283.000000 Penalty: 11792.923828
	Iteration 34Q: 3 clusters Score -3310283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3310283.250000 Penalty: 11792.923828
	Iteration 35Q: 3 clusters Score -3310283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3310279.000000 Penalty: 11792.923828
	Iteration 36Q: 3 clusters Score -3310279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3310279.000000 Penalty: 11792.923828
	Iteration 37F: 3 clusters Score -3310279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Entering Unmasked Estep 
Score: -12691992.000000 Penalty: 6695.937012
	Iteration 0F: 2 clusters Score -1.269199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -12652468.000000 Penalty: 13391.874023
	Iteration 0F: 3 clusters Score -1.265247e+07 nChanged 24829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -12665773.000000 Penalty: 13391.874023
	Iteration 1F: 3 clusters Score -1.266577e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -12667036.000000 Penalty: 13391.874023
	Iteration 2F: 3 clusters Score -1.266704e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -12668317.000000 Penalty: 13391.874023
	Iteration 3Q: 3 clusters Score -1.266832e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -12669408.000000 Penalty: 13391.874023
	Iteration 4Q: 3 clusters Score -1.266941e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -12670466.000000 Penalty: 13391.874023
	Iteration 5Q: 3 clusters Score -1.267047e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -12671346.000000 Penalty: 13391.874023
	Iteration 6Q: 3 clusters Score -1.267135e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -12672221.000000 Penalty: 13391.874023
	Iteration 7Q: 3 clusters Score -1.267222e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -12673073.000000 Penalty: 13391.874023
	Iteration 8Q: 3 clusters Score -1.267307e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -12673875.000000 Penalty: 13391.874023
	Iteration 9Q: 3 clusters Score -1.267388e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -12674794.000000 Penalty: 13391.874023
	Iteration 10Q: 3 clusters Score -1.267479e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -12675767.000000 Penalty: 13391.874023
	Iteration 11Q: 3 clusters Score -1.267577e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -12676902.000000 Penalty: 13391.874023
	Iteration 12Q: 3 clusters Score -1.26769e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -12678080.000000 Penalty: 13391.874023
	Iteration 13Q: 3 clusters Score -1.267808e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -12679320.000000 Penalty: 13391.874023
	Iteration 14Q: 3 clusters Score -1.267932e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -12680680.000000 Penalty: 13391.874023
	Iteration 15Q: 3 clusters Score -1.268068e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -12682215.000000 Penalty: 13391.874023
	Iteration 16Q: 3 clusters Score -1.268222e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -12683782.000000 Penalty: 13391.874023
	Iteration 17Q: 3 clusters Score -1.268378e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -12685079.000000 Penalty: 13391.874023
	Iteration 18Q: 3 clusters Score -1.268508e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -12686158.000000 Penalty: 13391.874023
	Iteration 19Q: 3 clusters Score -1.268616e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -12686904.000000 Penalty: 13391.874023
	Iteration 20F: 3 clusters Score -1.26869e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -12687395.000000 Penalty: 13391.874023
	Iteration 21Q: 3 clusters Score -1.26874e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -12687711.000000 Penalty: 13391.874023
	Iteration 22Q: 3 clusters Score -1.268771e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -12687953.000000 Penalty: 13391.874023
	Iteration 23Q: 3 clusters Score -1.268795e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -12688162.000000 Penalty: 13391.874023
	Iteration 24Q: 3 clusters Score -1.268816e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -12688262.000000 Penalty: 13391.874023
	Iteration 25Q: 3 clusters Score -1.268826e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -12688415.000000 Penalty: 13391.874023
	Iteration 26Q: 3 clusters Score -1.268842e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -12688559.000000 Penalty: 13391.874023
	Iteration 27Q: 3 clusters Score -1.268856e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -12688644.000000 Penalty: 13391.874023
	Iteration 28Q: 3 clusters Score -1.268864e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -12688752.000000 Penalty: 13391.874023
	Iteration 29Q: 3 clusters Score -1.268875e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -12688816.000000 Penalty: 13391.874023
	Iteration 30Q: 3 clusters Score -1.268882e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -12688905.000000 Penalty: 13391.874023
	Iteration 31Q: 3 clusters Score -1.26889e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -12688990.000000 Penalty: 13391.874023
	Iteration 32Q: 3 clusters Score -1.268899e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -12689073.000000 Penalty: 13391.874023
	Iteration 33Q: 3 clusters Score -1.268907e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -12689189.000000 Penalty: 13391.874023
	Iteration 34Q: 3 clusters Score -1.268919e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -12689212.000000 Penalty: 13391.874023
	Iteration 35Q: 3 clusters Score -1.268921e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -12689262.000000 Penalty: 13391.874023
	Iteration 36Q: 3 clusters Score -1.268926e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -12689277.000000 Penalty: 13391.874023
	Iteration 37Q: 3 clusters Score -1.268928e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -12689312.000000 Penalty: 13391.874023
	Iteration 38Q: 3 clusters Score -1.268931e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -12689350.000000 Penalty: 13391.874023
	Iteration 39Q: 3 clusters Score -1.268935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -12689357.000000 Penalty: 13391.874023
	Iteration 40F: 3 clusters Score -1.268936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -12689378.000000 Penalty: 13391.874023
	Iteration 41Q: 3 clusters Score -1.268938e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -12689375.000000 Penalty: 13391.874023
	Iteration 42Q: 3 clusters Score -1.268938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12689388.000000 Penalty: 13391.874023
	Iteration 43Q: 3 clusters Score -1.268939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -12689380.000000 Penalty: 13391.874023
	Iteration 44Q: 3 clusters Score -1.268938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -12689400.000000 Penalty: 13391.874023
	Iteration 45Q: 3 clusters Score -1.26894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -12689390.000000 Penalty: 13391.874023
	Iteration 46Q: 3 clusters Score -1.268939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -12689410.000000 Penalty: 13391.874023
	Iteration 47Q: 3 clusters Score -1.268941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -12689421.000000 Penalty: 13391.874023
	Iteration 48Q: 3 clusters Score -1.268942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -12689426.000000 Penalty: 13391.874023
	Iteration 49Q: 3 clusters Score -1.268943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -12689421.000000 Penalty: 13391.874023
	Iteration 50Q: 3 clusters Score -1.268942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -12689414.000000 Penalty: 13391.874023
	Iteration 51Q: 3 clusters Score -1.268941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -12689424.000000 Penalty: 13391.874023
	Iteration 52Q: 3 clusters Score -1.268942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -12689419.000000 Penalty: 13391.874023
	Iteration 53Q: 3 clusters Score -1.268942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -12689432.000000 Penalty: 13391.874023
	Iteration 54Q: 3 clusters Score -1.268943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -12689421.000000 Penalty: 13391.874023
	Iteration 55Q: 3 clusters Score -1.268942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -12689421.000000 Penalty: 13391.874023
	Iteration 56F: 3 clusters Score -1.268942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Entering Unmasked Estep 
Score: -3600255.750000 Penalty: 5916.953613
	Iteration 0F: 2 clusters Score -3600256 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 7892 members 
Entering Unmasked Estep 
Score: -3586419.000000 Penalty: 11833.907227
	Iteration 0F: 3 clusters Score -3586419 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3589737.500000 Penalty: 11833.907227
	Iteration 1F: 3 clusters Score -3589738 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3590284.750000 Penalty: 11833.907227
	Iteration 2F: 3 clusters Score -3590285 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3590633.000000 Penalty: 11833.907227
	Iteration 3Q: 3 clusters Score -3590633 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3590868.750000 Penalty: 11833.907227
	Iteration 4Q: 3 clusters Score -3590869 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3591050.500000 Penalty: 11833.907227
	Iteration 5Q: 3 clusters Score -3591050 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -3591166.500000 Penalty: 11833.907227
	Iteration 6Q: 3 clusters Score -3591166 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3591291.250000 Penalty: 11833.907227
	Iteration 7Q: 3 clusters Score -3591291 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3591394.000000 Penalty: 11833.907227
	Iteration 8Q: 3 clusters Score -3591394 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3591493.500000 Penalty: 11833.907227
	Iteration 9Q: 3 clusters Score -3591494 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3591593.000000 Penalty: 11833.907227
	Iteration 10Q: 3 clusters Score -3591593 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3591670.500000 Penalty: 11833.907227
	Iteration 11Q: 3 clusters Score -3591670 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3591775.250000 Penalty: 11833.907227
	Iteration 12Q: 3 clusters Score -3591775 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3591880.000000 Penalty: 11833.907227
	Iteration 13Q: 3 clusters Score -3591880 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3591968.750000 Penalty: 11833.907227
	Iteration 14Q: 3 clusters Score -3591969 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3592076.750000 Penalty: 11833.907227
	Iteration 15Q: 3 clusters Score -3592077 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3592220.000000 Penalty: 11833.907227
	Iteration 16Q: 3 clusters Score -3592220 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3592353.000000 Penalty: 11833.907227
	Iteration 17Q: 3 clusters Score -3592353 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3592501.000000 Penalty: 11833.907227
	Iteration 18Q: 3 clusters Score -3592501 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3592643.250000 Penalty: 11833.907227
	Iteration 19Q: 3 clusters Score -3592643 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3592793.250000 Penalty: 11833.907227
	Iteration 20F: 3 clusters Score -3592793 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3592958.250000 Penalty: 11833.907227
	Iteration 21Q: 3 clusters Score -3592958 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3593155.500000 Penalty: 11833.907227
	Iteration 22Q: 3 clusters Score -3593156 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3593316.500000 Penalty: 11833.907227
	Iteration 23Q: 3 clusters Score -3593316 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3593503.750000 Penalty: 11833.907227
	Iteration 24Q: 3 clusters Score -3593504 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3593695.500000 Penalty: 11833.907227
	Iteration 25Q: 3 clusters Score -3593696 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3593854.500000 Penalty: 11833.907227
	Iteration 26Q: 3 clusters Score -3593854 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3594045.750000 Penalty: 11833.907227
	Iteration 27Q: 3 clusters Score -3594046 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3594191.500000 Penalty: 11833.907227
	Iteration 28Q: 3 clusters Score -3594192 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3594303.250000 Penalty: 11833.907227
	Iteration 29Q: 3 clusters Score -3594303 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3594398.000000 Penalty: 11833.907227
	Iteration 30Q: 3 clusters Score -3594398 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3594487.750000 Penalty: 11833.907227
	Iteration 31Q: 3 clusters Score -3594488 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3594564.500000 Penalty: 11833.907227
	Iteration 32Q: 3 clusters Score -3594564 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3594637.750000 Penalty: 11833.907227
	Iteration 33Q: 3 clusters Score -3594638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3594700.250000 Penalty: 11833.907227
	Iteration 34Q: 3 clusters Score -3594700 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3594740.250000 Penalty: 11833.907227
	Iteration 35Q: 3 clusters Score -3594740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3594784.250000 Penalty: 11833.907227
	Iteration 36Q: 3 clusters Score -3594784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3594823.250000 Penalty: 11833.907227
	Iteration 37Q: 3 clusters Score -3594823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3594859.500000 Penalty: 11833.907227
	Iteration 38Q: 3 clusters Score -3594860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3594882.000000 Penalty: 11833.907227
	Iteration 39Q: 3 clusters Score -3594882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3594907.500000 Penalty: 11833.907227
	Iteration 40F: 3 clusters Score -3594908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3594912.250000 Penalty: 11833.907227
	Iteration 41Q: 3 clusters Score -3594912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3594924.750000 Penalty: 11833.907227
	Iteration 42Q: 3 clusters Score -3594925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3594950.250000 Penalty: 11833.907227
	Iteration 43Q: 3 clusters Score -3594950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3594958.500000 Penalty: 11833.907227
	Iteration 44Q: 3 clusters Score -3594958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3594972.250000 Penalty: 11833.907227
	Iteration 45Q: 3 clusters Score -3594972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3594975.250000 Penalty: 11833.907227
	Iteration 46Q: 3 clusters Score -3594975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3594978.000000 Penalty: 11833.907227
	Iteration 47Q: 3 clusters Score -3594978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3594976.250000 Penalty: 11833.907227
	Iteration 48Q: 3 clusters Score -3594976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3594980.500000 Penalty: 11833.907227
	Iteration 49Q: 3 clusters Score -3594980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3594980.000000 Penalty: 11833.907227
	Iteration 50Q: 3 clusters Score -3594980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3594982.500000 Penalty: 11833.907227
	Iteration 51Q: 3 clusters Score -3594982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3594982.750000 Penalty: 11833.907227
	Iteration 52Q: 3 clusters Score -3594983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3594982.750000 Penalty: 11833.907227
	Iteration 53F: 3 clusters Score -3594983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Entering Unmasked Estep 
Score: -1595744.375000 Penalty: 5439.273438
	Iteration 0F: 2 clusters Score -1595744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1587246.750000 Penalty: 10878.546875
	Iteration 0F: 3 clusters Score -1587247 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1588828.250000 Penalty: 10878.546875
	Iteration 1F: 3 clusters Score -1588828 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1589225.625000 Penalty: 10878.546875
	Iteration 2F: 3 clusters Score -1589226 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1589435.750000 Penalty: 10878.546875
	Iteration 3Q: 3 clusters Score -1589436 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1589578.875000 Penalty: 10878.546875
	Iteration 4Q: 3 clusters Score -1589579 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1589670.625000 Penalty: 10878.546875
	Iteration 5Q: 3 clusters Score -1589671 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1589740.125000 Penalty: 10878.546875
	Iteration 6Q: 3 clusters Score -1589740 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1589794.375000 Penalty: 10878.546875
	Iteration 7Q: 3 clusters Score -1589794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1589822.875000 Penalty: 10878.546875
	Iteration 8Q: 3 clusters Score -1589823 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1589846.375000 Penalty: 10878.546875
	Iteration 9Q: 3 clusters Score -1589846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1589869.250000 Penalty: 10878.546875
	Iteration 10Q: 3 clusters Score -1589869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1589896.250000 Penalty: 10878.546875
	Iteration 11Q: 3 clusters Score -1589896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1589913.625000 Penalty: 10878.546875
	Iteration 12Q: 3 clusters Score -1589914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1589928.875000 Penalty: 10878.546875
	Iteration 13Q: 3 clusters Score -1589929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1589943.750000 Penalty: 10878.546875
	Iteration 14Q: 3 clusters Score -1589944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1589951.500000 Penalty: 10878.546875
	Iteration 15Q: 3 clusters Score -1589952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1589954.750000 Penalty: 10878.546875
	Iteration 16Q: 3 clusters Score -1589955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1589962.250000 Penalty: 10878.546875
	Iteration 17Q: 3 clusters Score -1589962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1589969.250000 Penalty: 10878.546875
	Iteration 18Q: 3 clusters Score -1589969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1589974.750000 Penalty: 10878.546875
	Iteration 19Q: 3 clusters Score -1589975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1589977.375000 Penalty: 10878.546875
	Iteration 20F: 3 clusters Score -1589977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1589977.625000 Penalty: 10878.546875
	Iteration 21Q: 3 clusters Score -1589978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1589985.375000 Penalty: 10878.546875
	Iteration 22Q: 3 clusters Score -1589985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1589991.125000 Penalty: 10878.546875
	Iteration 23Q: 3 clusters Score -1589991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1589991.250000 Penalty: 10878.546875
	Iteration 24Q: 3 clusters Score -1589991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1589995.000000 Penalty: 10878.546875
	Iteration 25Q: 3 clusters Score -1589995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1590000.875000 Penalty: 10878.546875
	Iteration 26Q: 3 clusters Score -1590001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1590005.500000 Penalty: 10878.546875
	Iteration 27Q: 3 clusters Score -1590006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1590008.625000 Penalty: 10878.546875
	Iteration 28Q: 3 clusters Score -1590009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1590015.250000 Penalty: 10878.546875
	Iteration 29Q: 3 clusters Score -1590015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1590015.375000 Penalty: 10878.546875
	Iteration 30Q: 3 clusters Score -1590015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1590028.250000 Penalty: 10878.546875
	Iteration 31Q: 3 clusters Score -1590028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1590027.500000 Penalty: 10878.546875
	Iteration 32Q: 3 clusters Score -1590028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1590029.125000 Penalty: 10878.546875
	Iteration 33Q: 3 clusters Score -1590029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1590031.250000 Penalty: 10878.546875
	Iteration 34Q: 3 clusters Score -1590031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1590029.500000 Penalty: 10878.546875
	Iteration 35Q: 3 clusters Score -1590030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1590032.375000 Penalty: 10878.546875
	Iteration 36Q: 3 clusters Score -1590032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1590032.875000 Penalty: 10878.546875
	Iteration 37Q: 3 clusters Score -1590033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1590032.500000 Penalty: 10878.546875
	Iteration 38Q: 3 clusters Score -1590032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1590033.375000 Penalty: 10878.546875
	Iteration 39Q: 3 clusters Score -1590033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1590034.250000 Penalty: 10878.546875
	Iteration 40F: 3 clusters Score -1590034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1590033.625000 Penalty: 10878.546875
	Iteration 41Q: 3 clusters Score -1590034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1590034.000000 Penalty: 10878.546875
	Iteration 42Q: 3 clusters Score -1590034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1590035.500000 Penalty: 10878.546875
	Iteration 43Q: 3 clusters Score -1590036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1590035.500000 Penalty: 10878.546875
	Iteration 44F: 3 clusters Score -1590036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Entering Unmasked Estep 
Score: -14721417.000000 Penalty: 6782.122559
	Iteration 0F: 2 clusters Score -1.472142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -14676399.000000 Penalty: 13564.245117
	Iteration 0F: 3 clusters Score -1.46764e+07 nChanged 28825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -14691844.000000 Penalty: 13564.245117
	Iteration 1F: 3 clusters Score -1.469184e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -14692880.000000 Penalty: 13564.245117
	Iteration 2Q: 3 clusters Score -1.469288e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -14693757.000000 Penalty: 13564.245117
	Iteration 3Q: 3 clusters Score -1.469376e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -14694717.000000 Penalty: 13564.245117
	Iteration 4Q: 3 clusters Score -1.469472e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -14695428.000000 Penalty: 13564.245117
	Iteration 5Q: 3 clusters Score -1.469543e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -14696224.000000 Penalty: 13564.245117
	Iteration 6Q: 3 clusters Score -1.469622e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -14697057.000000 Penalty: 13564.245117
	Iteration 7Q: 3 clusters Score -1.469706e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -14697923.000000 Penalty: 13564.245117
	Iteration 8Q: 3 clusters Score -1.469792e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -14698757.000000 Penalty: 13564.245117
	Iteration 9Q: 3 clusters Score -1.469876e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -14699646.000000 Penalty: 13564.245117
	Iteration 10Q: 3 clusters Score -1.469965e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -14700769.000000 Penalty: 13564.245117
	Iteration 11Q: 3 clusters Score -1.470077e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -14702069.000000 Penalty: 13564.245117
	Iteration 12Q: 3 clusters Score -1.470207e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -14703440.000000 Penalty: 13564.245117
	Iteration 13Q: 3 clusters Score -1.470344e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -14704996.000000 Penalty: 13564.245117
	Iteration 14Q: 3 clusters Score -1.4705e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -14706463.000000 Penalty: 13564.245117
	Iteration 15Q: 3 clusters Score -1.470646e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -14707510.000000 Penalty: 13564.245117
	Iteration 16Q: 3 clusters Score -1.470751e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -14708229.000000 Penalty: 13564.245117
	Iteration 17Q: 3 clusters Score -1.470823e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -14708930.000000 Penalty: 13564.245117
	Iteration 18Q: 3 clusters Score -1.470893e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -14709585.000000 Penalty: 13564.245117
	Iteration 19Q: 3 clusters Score -1.470958e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -14710322.000000 Penalty: 13564.245117
	Iteration 20F: 3 clusters Score -1.471032e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -14711123.000000 Penalty: 13564.245117
	Iteration 21Q: 3 clusters Score -1.471112e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -14711967.000000 Penalty: 13564.245117
	Iteration 22Q: 3 clusters Score -1.471197e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -14712801.000000 Penalty: 13564.245117
	Iteration 23Q: 3 clusters Score -1.47128e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -14713634.000000 Penalty: 13564.245117
	Iteration 24Q: 3 clusters Score -1.471363e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -14714289.000000 Penalty: 13564.245117
	Iteration 25Q: 3 clusters Score -1.471429e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -14714988.000000 Penalty: 13564.245117
	Iteration 26Q: 3 clusters Score -1.471499e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -14715603.000000 Penalty: 13564.245117
	Iteration 27Q: 3 clusters Score -1.47156e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -14716033.000000 Penalty: 13564.245117
	Iteration 28Q: 3 clusters Score -1.471603e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -14716374.000000 Penalty: 13564.245117
	Iteration 29Q: 3 clusters Score -1.471637e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -14716566.000000 Penalty: 13564.245117
	Iteration 30Q: 3 clusters Score -1.471657e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -14716649.000000 Penalty: 13564.245117
	Iteration 31Q: 3 clusters Score -1.471665e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -14716693.000000 Penalty: 13564.245117
	Iteration 32Q: 3 clusters Score -1.471669e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -14716759.000000 Penalty: 13564.245117
	Iteration 33Q: 3 clusters Score -1.471676e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -14716760.000000 Penalty: 13564.245117
	Iteration 34Q: 3 clusters Score -1.471676e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -14716741.000000 Penalty: 13564.245117
	Iteration 35Q: 3 clusters Score -1.471674e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -14716751.000000 Penalty: 13564.245117
	Iteration 36Q: 3 clusters Score -1.471675e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -14716782.000000 Penalty: 13564.245117
	Iteration 37Q: 3 clusters Score -1.471678e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -14716780.000000 Penalty: 13564.245117
	Iteration 38Q: 3 clusters Score -1.471678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -14716765.000000 Penalty: 13564.245117
	Iteration 39Q: 3 clusters Score -1.471676e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -14716774.000000 Penalty: 13564.245117
	Iteration 40F: 3 clusters Score -1.471677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -14716794.000000 Penalty: 13564.245117
	Iteration 41Q: 3 clusters Score -1.471679e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -14716809.000000 Penalty: 13564.245117
	Iteration 42Q: 3 clusters Score -1.471681e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -14716807.000000 Penalty: 13564.245117
	Iteration 43Q: 3 clusters Score -1.471681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -14716829.000000 Penalty: 13564.245117
	Iteration 44Q: 3 clusters Score -1.471683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -14716814.000000 Penalty: 13564.245117
	Iteration 45Q: 3 clusters Score -1.471681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -14716801.000000 Penalty: 13564.245117
	Iteration 46Q: 3 clusters Score -1.47168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -14716786.000000 Penalty: 13564.245117
	Iteration 47Q: 3 clusters Score -1.471679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -14716777.000000 Penalty: 13564.245117
	Iteration 48Q: 3 clusters Score -1.471678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -14716778.000000 Penalty: 13564.245117
	Iteration 49Q: 3 clusters Score -1.471678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -14716780.000000 Penalty: 13564.245117
	Iteration 50Q: 3 clusters Score -1.471678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -14716770.000000 Penalty: 13564.245117
	Iteration 51Q: 3 clusters Score -1.471677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -14716766.000000 Penalty: 13564.245117
	Iteration 52Q: 3 clusters Score -1.471677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -14716784.000000 Penalty: 13564.245117
	Iteration 53Q: 3 clusters Score -1.471678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -14716770.000000 Penalty: 13564.245117
	Iteration 54Q: 3 clusters Score -1.471677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -14716791.000000 Penalty: 13564.245117
	Iteration 55Q: 3 clusters Score -1.471679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -14716783.000000 Penalty: 13564.245117
	Iteration 56Q: 3 clusters Score -1.471678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -14716764.000000 Penalty: 13564.245117
	Iteration 57Q: 3 clusters Score -1.471676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -14716796.000000 Penalty: 13564.245117
	Iteration 58Q: 3 clusters Score -1.47168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -14716775.000000 Penalty: 13564.245117
	Iteration 59Q: 3 clusters Score -1.471678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -14716791.000000 Penalty: 13564.245117
	Iteration 60F: 3 clusters Score -1.471679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -14716784.000000 Penalty: 13564.245117
	Iteration 61Q: 3 clusters Score -1.471678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -14716791.000000 Penalty: 13564.245117
	Iteration 62Q: 3 clusters Score -1.471679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -14716787.000000 Penalty: 13564.245117
	Iteration 63Q: 3 clusters Score -1.471679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -14716775.000000 Penalty: 13564.245117
	Iteration 64Q: 3 clusters Score -1.471678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -14716773.000000 Penalty: 13564.245117
	Iteration 65Q: 3 clusters Score -1.471677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -14716766.000000 Penalty: 13564.245117
	Iteration 66Q: 3 clusters Score -1.471677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -14716768.000000 Penalty: 13564.245117
	Iteration 67Q: 3 clusters Score -1.471677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -14716755.000000 Penalty: 13564.245117
	Iteration 68Q: 3 clusters Score -1.471676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -14716754.000000 Penalty: 13564.245117
	Iteration 69Q: 3 clusters Score -1.471675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -14716752.000000 Penalty: 13564.245117
	Iteration 70Q: 3 clusters Score -1.471675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -14716758.000000 Penalty: 13564.245117
	Iteration 71Q: 3 clusters Score -1.471676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -14716762.000000 Penalty: 13564.245117
	Iteration 72Q: 3 clusters Score -1.471676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -14716766.000000 Penalty: 13564.245117
	Iteration 73Q: 3 clusters Score -1.471677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -14716766.000000 Penalty: 13564.245117
	Iteration 74Q: 3 clusters Score -1.471677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -14716768.000000 Penalty: 13564.245117
	Iteration 75Q: 3 clusters Score -1.471677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -14716776.000000 Penalty: 13564.245117
	Iteration 76Q: 3 clusters Score -1.471678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -14716765.000000 Penalty: 13564.245117
	Iteration 77Q: 3 clusters Score -1.471676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -14716770.000000 Penalty: 13564.245117
	Iteration 78Q: 3 clusters Score -1.471677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -14716770.000000 Penalty: 13564.245117
	Iteration 79F: 3 clusters Score -1.471677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Entering Unmasked Estep 
Score: -5531658.000000 Penalty: 6182.210449
	Iteration 0F: 2 clusters Score -5531658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -5512385.500000 Penalty: 12364.420898
	Iteration 0F: 3 clusters Score -5512386 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -5517722.000000 Penalty: 12364.420898
	Iteration 1F: 3 clusters Score -5517722 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -5518423.500000 Penalty: 12364.420898
	Iteration 2F: 3 clusters Score -5518424 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -5518877.000000 Penalty: 12364.420898
	Iteration 3Q: 3 clusters Score -5518877 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -5519146.000000 Penalty: 12364.420898
	Iteration 4Q: 3 clusters Score -5519146 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -5519372.000000 Penalty: 12364.420898
	Iteration 5Q: 3 clusters Score -5519372 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -5519501.000000 Penalty: 12364.420898
	Iteration 6Q: 3 clusters Score -5519501 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -5519692.500000 Penalty: 12364.420898
	Iteration 7Q: 3 clusters Score -5519692 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -5519773.000000 Penalty: 12364.420898
	Iteration 8Q: 3 clusters Score -5519773 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -5519888.500000 Penalty: 12364.420898
	Iteration 9Q: 3 clusters Score -5519888 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -5520005.000000 Penalty: 12364.420898
	Iteration 10Q: 3 clusters Score -5520005 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -5520118.500000 Penalty: 12364.420898
	Iteration 11Q: 3 clusters Score -5520118 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -5520235.500000 Penalty: 12364.420898
	Iteration 12Q: 3 clusters Score -5520236 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -5520332.000000 Penalty: 12364.420898
	Iteration 13Q: 3 clusters Score -5520332 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -5520490.000000 Penalty: 12364.420898
	Iteration 14Q: 3 clusters Score -5520490 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -5520686.000000 Penalty: 12364.420898
	Iteration 15Q: 3 clusters Score -5520686 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -5520930.500000 Penalty: 12364.420898
	Iteration 16Q: 3 clusters Score -5520930 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -5521214.000000 Penalty: 12364.420898
	Iteration 17Q: 3 clusters Score -5521214 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -5521542.000000 Penalty: 12364.420898
	Iteration 18Q: 3 clusters Score -5521542 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -5521927.000000 Penalty: 12364.420898
	Iteration 19Q: 3 clusters Score -5521927 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -5522345.500000 Penalty: 12364.420898
	Iteration 20F: 3 clusters Score -5522346 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -5522791.000000 Penalty: 12364.420898
	Iteration 21Q: 3 clusters Score -5522791 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -5523228.500000 Penalty: 12364.420898
	Iteration 22Q: 3 clusters Score -5523228 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -5523609.500000 Penalty: 12364.420898
	Iteration 23Q: 3 clusters Score -5523610 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -5523952.500000 Penalty: 12364.420898
	Iteration 24Q: 3 clusters Score -5523952 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5524281.000000 Penalty: 12364.420898
	Iteration 25Q: 3 clusters Score -5524281 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -5524622.000000 Penalty: 12364.420898
	Iteration 26Q: 3 clusters Score -5524622 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5524901.500000 Penalty: 12364.420898
	Iteration 27Q: 3 clusters Score -5524902 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5525175.000000 Penalty: 12364.420898
	Iteration 28Q: 3 clusters Score -5525175 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -5525407.000000 Penalty: 12364.420898
	Iteration 29Q: 3 clusters Score -5525407 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5525579.500000 Penalty: 12364.420898
	Iteration 30Q: 3 clusters Score -5525580 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5525694.500000 Penalty: 12364.420898
	Iteration 31Q: 3 clusters Score -5525694 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5525808.500000 Penalty: 12364.420898
	Iteration 32Q: 3 clusters Score -5525808 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5525916.000000 Penalty: 12364.420898
	Iteration 33Q: 3 clusters Score -5525916 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5525990.500000 Penalty: 12364.420898
	Iteration 34Q: 3 clusters Score -5525990 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5526061.500000 Penalty: 12364.420898
	Iteration 35Q: 3 clusters Score -5526062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5526142.500000 Penalty: 12364.420898
	Iteration 36Q: 3 clusters Score -5526142 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5526201.500000 Penalty: 12364.420898
	Iteration 37Q: 3 clusters Score -5526202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5526248.000000 Penalty: 12364.420898
	Iteration 38Q: 3 clusters Score -5526248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5526265.000000 Penalty: 12364.420898
	Iteration 39Q: 3 clusters Score -5526265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5526292.000000 Penalty: 12364.420898
	Iteration 40F: 3 clusters Score -5526292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5526298.500000 Penalty: 12364.420898
	Iteration 41Q: 3 clusters Score -5526298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5526314.500000 Penalty: 12364.420898
	Iteration 42Q: 3 clusters Score -5526314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5526331.500000 Penalty: 12364.420898
	Iteration 43Q: 3 clusters Score -5526332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5526334.000000 Penalty: 12364.420898
	Iteration 44Q: 3 clusters Score -5526334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5526346.500000 Penalty: 12364.420898
	Iteration 45Q: 3 clusters Score -5526346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5526345.000000 Penalty: 12364.420898
	Iteration 46Q: 3 clusters Score -5526345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5526356.500000 Penalty: 12364.420898
	Iteration 47Q: 3 clusters Score -5526356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5526355.500000 Penalty: 12364.420898
	Iteration 48Q: 3 clusters Score -5526356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5526365.500000 Penalty: 12364.420898
	Iteration 49Q: 3 clusters Score -5526366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5526373.000000 Penalty: 12364.420898
	Iteration 50Q: 3 clusters Score -5526373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5526382.000000 Penalty: 12364.420898
	Iteration 51Q: 3 clusters Score -5526382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5526384.500000 Penalty: 12364.420898
	Iteration 52Q: 3 clusters Score -5526384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5526386.500000 Penalty: 12364.420898
	Iteration 53Q: 3 clusters Score -5526386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5526386.500000 Penalty: 12364.420898
	Iteration 54Q: 3 clusters Score -5526386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5526391.000000 Penalty: 12364.420898
	Iteration 55Q: 3 clusters Score -5526391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5526393.500000 Penalty: 12364.420898
	Iteration 56Q: 3 clusters Score -5526394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5526399.000000 Penalty: 12364.420898
	Iteration 57Q: 3 clusters Score -5526399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5526394.500000 Penalty: 12364.420898
	Iteration 58Q: 3 clusters Score -5526394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5526399.500000 Penalty: 12364.420898
	Iteration 59Q: 3 clusters Score -5526400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5526399.500000 Penalty: 12364.420898
	Iteration 60F: 3 clusters Score -5526400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -531202.625000 Penalty: 4783.344238
	Iteration 0F: 2 clusters Score -531202.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -525989.687500 Penalty: 9566.688477
	Iteration 0F: 3 clusters Score -525989.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -526770.250000 Penalty: 9566.688477
	Iteration 1F: 3 clusters Score -526770.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -527066.625000 Penalty: 9566.688477
	Iteration 2F: 3 clusters Score -527066.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -527242.125000 Penalty: 9566.688477
	Iteration 3Q: 3 clusters Score -527242.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -527390.250000 Penalty: 9566.688477
	Iteration 4Q: 3 clusters Score -527390.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -527564.125000 Penalty: 9566.688477
	Iteration 5Q: 3 clusters Score -527564.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -527721.062500 Penalty: 9566.688477
	Iteration 6Q: 3 clusters Score -527721.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -527856.687500 Penalty: 9566.688477
	Iteration 7Q: 3 clusters Score -527856.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -527978.562500 Penalty: 9566.688477
	Iteration 8Q: 3 clusters Score -527978.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -528059.062500 Penalty: 9566.688477
	Iteration 9Q: 3 clusters Score -528059.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -528148.125000 Penalty: 9566.688477
	Iteration 10Q: 3 clusters Score -528148.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -528227.000000 Penalty: 9566.688477
	Iteration 11Q: 3 clusters Score -528227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -528298.062500 Penalty: 9566.688477
	Iteration 12Q: 3 clusters Score -528298.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -528359.312500 Penalty: 9566.688477
	Iteration 13Q: 3 clusters Score -528359.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -528413.000000 Penalty: 9566.688477
	Iteration 14Q: 3 clusters Score -528413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -528459.812500 Penalty: 9566.688477
	Iteration 15Q: 3 clusters Score -528459.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -528485.875000 Penalty: 9566.688477
	Iteration 16Q: 3 clusters Score -528485.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -528515.562500 Penalty: 9566.688477
	Iteration 17Q: 3 clusters Score -528515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -528537.625000 Penalty: 9566.688477
	Iteration 18Q: 3 clusters Score -528537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -528546.187500 Penalty: 9566.688477
	Iteration 19Q: 3 clusters Score -528546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -528561.875000 Penalty: 9566.688477
	Iteration 20F: 3 clusters Score -528561.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -528575.687500 Penalty: 9566.688477
	Iteration 21Q: 3 clusters Score -528575.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -528582.937500 Penalty: 9566.688477
	Iteration 22Q: 3 clusters Score -528582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -528591.312500 Penalty: 9566.688477
	Iteration 23Q: 3 clusters Score -528591.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -528596.375000 Penalty: 9566.688477
	Iteration 24Q: 3 clusters Score -528596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -528611.937500 Penalty: 9566.688477
	Iteration 25Q: 3 clusters Score -528611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -528622.187500 Penalty: 9566.688477
	Iteration 26Q: 3 clusters Score -528622.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -528634.500000 Penalty: 9566.688477
	Iteration 27Q: 3 clusters Score -528634.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -528645.937500 Penalty: 9566.688477
	Iteration 28Q: 3 clusters Score -528645.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -528665.437500 Penalty: 9566.688477
	Iteration 29Q: 3 clusters Score -528665.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -528690.000000 Penalty: 9566.688477
	Iteration 30Q: 3 clusters Score -528690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -528697.000000 Penalty: 9566.688477
	Iteration 31Q: 3 clusters Score -528697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -528708.937500 Penalty: 9566.688477
	Iteration 32Q: 3 clusters Score -528708.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -528723.375000 Penalty: 9566.688477
	Iteration 33Q: 3 clusters Score -528723.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -528748.500000 Penalty: 9566.688477
	Iteration 34Q: 3 clusters Score -528748.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -528779.500000 Penalty: 9566.688477
	Iteration 35Q: 3 clusters Score -528779.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -528797.562500 Penalty: 9566.688477
	Iteration 36Q: 3 clusters Score -528797.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -528822.062500 Penalty: 9566.688477
	Iteration 37Q: 3 clusters Score -528822.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -528836.500000 Penalty: 9566.688477
	Iteration 38Q: 3 clusters Score -528836.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -528857.687500 Penalty: 9566.688477
	Iteration 39Q: 3 clusters Score -528857.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -528869.875000 Penalty: 9566.688477
	Iteration 40F: 3 clusters Score -528869.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -528882.500000 Penalty: 9566.688477
	Iteration 41Q: 3 clusters Score -528882.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -528901.062500 Penalty: 9566.688477
	Iteration 42Q: 3 clusters Score -528901.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -528913.875000 Penalty: 9566.688477
	Iteration 43Q: 3 clusters Score -528913.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -528925.312500 Penalty: 9566.688477
	Iteration 44Q: 3 clusters Score -528925.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -528936.750000 Penalty: 9566.688477
	Iteration 45Q: 3 clusters Score -528936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -528954.750000 Penalty: 9566.688477
	Iteration 46Q: 3 clusters Score -528954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -528997.812500 Penalty: 9566.688477
	Iteration 47Q: 3 clusters Score -528997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -529008.312500 Penalty: 9566.688477
	Iteration 48Q: 3 clusters Score -529008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -529010.187500 Penalty: 9566.688477
	Iteration 49Q: 3 clusters Score -529010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -529012.062500 Penalty: 9566.688477
	Iteration 50Q: 3 clusters Score -529012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -529013.062500 Penalty: 9566.688477
	Iteration 51Q: 3 clusters Score -529013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -529013.062500 Penalty: 9566.688477
	Iteration 52F: 3 clusters Score -529013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Entering Unmasked Estep 
Score: -3857838.500000 Penalty: 5959.968750
	Iteration 0F: 2 clusters Score -3857838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3843322.000000 Penalty: 11919.937500
	Iteration 0F: 3 clusters Score -3843322 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3846958.250000 Penalty: 11919.937500
	Iteration 1F: 3 clusters Score -3846958 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -3847564.750000 Penalty: 11919.937500
	Iteration 2F: 3 clusters Score -3847565 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3847959.500000 Penalty: 11919.937500
	Iteration 3Q: 3 clusters Score -3847960 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3848229.000000 Penalty: 11919.937500
	Iteration 4Q: 3 clusters Score -3848229 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3848418.250000 Penalty: 11919.937500
	Iteration 5Q: 3 clusters Score -3848418 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -3848574.250000 Penalty: 11919.937500
	Iteration 6Q: 3 clusters Score -3848574 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3848723.750000 Penalty: 11919.937500
	Iteration 7Q: 3 clusters Score -3848724 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3848828.750000 Penalty: 11919.937500
	Iteration 8Q: 3 clusters Score -3848829 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -3848962.500000 Penalty: 11919.937500
	Iteration 9Q: 3 clusters Score -3848962 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3849066.750000 Penalty: 11919.937500
	Iteration 10Q: 3 clusters Score -3849067 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3849197.250000 Penalty: 11919.937500
	Iteration 11Q: 3 clusters Score -3849197 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3849318.000000 Penalty: 11919.937500
	Iteration 12Q: 3 clusters Score -3849318 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3849435.500000 Penalty: 11919.937500
	Iteration 13Q: 3 clusters Score -3849436 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3849556.250000 Penalty: 11919.937500
	Iteration 14Q: 3 clusters Score -3849556 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3849692.000000 Penalty: 11919.937500
	Iteration 15Q: 3 clusters Score -3849692 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3849852.500000 Penalty: 11919.937500
	Iteration 16Q: 3 clusters Score -3849852 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3850023.000000 Penalty: 11919.937500
	Iteration 17Q: 3 clusters Score -3850023 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3850218.000000 Penalty: 11919.937500
	Iteration 18Q: 3 clusters Score -3850218 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3850441.000000 Penalty: 11919.937500
	Iteration 19Q: 3 clusters Score -3850441 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3850686.000000 Penalty: 11919.937500
	Iteration 20F: 3 clusters Score -3850686 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3850934.250000 Penalty: 11919.937500
	Iteration 21Q: 3 clusters Score -3850934 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3851198.750000 Penalty: 11919.937500
	Iteration 22Q: 3 clusters Score -3851199 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3851424.000000 Penalty: 11919.937500
	Iteration 23Q: 3 clusters Score -3851424 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3851623.000000 Penalty: 11919.937500
	Iteration 24Q: 3 clusters Score -3851623 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3851810.500000 Penalty: 11919.937500
	Iteration 25Q: 3 clusters Score -3851810 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3851926.750000 Penalty: 11919.937500
	Iteration 26Q: 3 clusters Score -3851927 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3852048.750000 Penalty: 11919.937500
	Iteration 27Q: 3 clusters Score -3852049 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3852157.750000 Penalty: 11919.937500
	Iteration 28Q: 3 clusters Score -3852158 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3852246.000000 Penalty: 11919.937500
	Iteration 29Q: 3 clusters Score -3852246 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3852332.250000 Penalty: 11919.937500
	Iteration 30Q: 3 clusters Score -3852332 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3852405.500000 Penalty: 11919.937500
	Iteration 31Q: 3 clusters Score -3852406 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3852466.750000 Penalty: 11919.937500
	Iteration 32Q: 3 clusters Score -3852467 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3852497.500000 Penalty: 11919.937500
	Iteration 33Q: 3 clusters Score -3852498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3852541.250000 Penalty: 11919.937500
	Iteration 34Q: 3 clusters Score -3852541 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3852587.250000 Penalty: 11919.937500
	Iteration 35Q: 3 clusters Score -3852587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3852627.000000 Penalty: 11919.937500
	Iteration 36Q: 3 clusters Score -3852627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3852654.000000 Penalty: 11919.937500
	Iteration 37Q: 3 clusters Score -3852654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3852687.500000 Penalty: 11919.937500
	Iteration 38Q: 3 clusters Score -3852688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3852706.000000 Penalty: 11919.937500
	Iteration 39Q: 3 clusters Score -3852706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3852715.000000 Penalty: 11919.937500
	Iteration 40F: 3 clusters Score -3852715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3852744.500000 Penalty: 11919.937500
	Iteration 41Q: 3 clusters Score -3852744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3852764.500000 Penalty: 11919.937500
	Iteration 42Q: 3 clusters Score -3852764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3852784.000000 Penalty: 11919.937500
	Iteration 43Q: 3 clusters Score -3852784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3852798.000000 Penalty: 11919.937500
	Iteration 44Q: 3 clusters Score -3852798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3852803.000000 Penalty: 11919.937500
	Iteration 45Q: 3 clusters Score -3852803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3852811.500000 Penalty: 11919.937500
	Iteration 46Q: 3 clusters Score -3852812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3852818.500000 Penalty: 11919.937500
	Iteration 47Q: 3 clusters Score -3852818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3852825.000000 Penalty: 11919.937500
	Iteration 48Q: 3 clusters Score -3852825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3852833.250000 Penalty: 11919.937500
	Iteration 49Q: 3 clusters Score -3852833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3852833.250000 Penalty: 11919.937500
	Iteration 50Q: 3 clusters Score -3852833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3852840.250000 Penalty: 11919.937500
	Iteration 51Q: 3 clusters Score -3852840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3852849.500000 Penalty: 11919.937500
	Iteration 52Q: 3 clusters Score -3852850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3852850.750000 Penalty: 11919.937500
	Iteration 53Q: 3 clusters Score -3852851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3852850.500000 Penalty: 11919.937500
	Iteration 54Q: 3 clusters Score -3852850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3852850.500000 Penalty: 11919.937500
	Iteration 55F: 3 clusters Score -3852850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Entering Unmasked Estep 
Score: -3506126.750000 Penalty: 5913.625000
	Iteration 0F: 2 clusters Score -3506127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3492942.250000 Penalty: 11827.250000
	Iteration 0F: 3 clusters Score -3492942 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3497665.750000 Penalty: 11827.250000
	Iteration 1F: 3 clusters Score -3497666 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3499320.750000 Penalty: 11827.250000
	Iteration 2F: 3 clusters Score -3499321 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3500517.750000 Penalty: 11827.250000
	Iteration 3F: 3 clusters Score -3500518 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3501336.500000 Penalty: 11827.250000
	Iteration 4F: 3 clusters Score -3501336 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3501967.250000 Penalty: 11827.250000
	Iteration 5Q: 3 clusters Score -3501967 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3502383.750000 Penalty: 11827.250000
	Iteration 6Q: 3 clusters Score -3502384 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3502675.500000 Penalty: 11827.250000
	Iteration 7Q: 3 clusters Score -3502676 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3502893.000000 Penalty: 11827.250000
	Iteration 8Q: 3 clusters Score -3502893 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3503031.750000 Penalty: 11827.250000
	Iteration 9Q: 3 clusters Score -3503032 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3503167.500000 Penalty: 11827.250000
	Iteration 10Q: 3 clusters Score -3503168 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3503275.250000 Penalty: 11827.250000
	Iteration 11Q: 3 clusters Score -3503275 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3503382.250000 Penalty: 11827.250000
	Iteration 12Q: 3 clusters Score -3503382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3503454.000000 Penalty: 11827.250000
	Iteration 13Q: 3 clusters Score -3503454 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3503517.500000 Penalty: 11827.250000
	Iteration 14Q: 3 clusters Score -3503518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3503571.000000 Penalty: 11827.250000
	Iteration 15Q: 3 clusters Score -3503571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3503592.750000 Penalty: 11827.250000
	Iteration 16Q: 3 clusters Score -3503593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3503619.750000 Penalty: 11827.250000
	Iteration 17Q: 3 clusters Score -3503620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3503636.750000 Penalty: 11827.250000
	Iteration 18Q: 3 clusters Score -3503637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3503643.500000 Penalty: 11827.250000
	Iteration 19Q: 3 clusters Score -3503644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3503651.500000 Penalty: 11827.250000
	Iteration 20F: 3 clusters Score -3503652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3503658.000000 Penalty: 11827.250000
	Iteration 21Q: 3 clusters Score -3503658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3503680.500000 Penalty: 11827.250000
	Iteration 22Q: 3 clusters Score -3503680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3503685.500000 Penalty: 11827.250000
	Iteration 23Q: 3 clusters Score -3503686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3503688.500000 Penalty: 11827.250000
	Iteration 24Q: 3 clusters Score -3503688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3503696.250000 Penalty: 11827.250000
	Iteration 25Q: 3 clusters Score -3503696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3503703.500000 Penalty: 11827.250000
	Iteration 26Q: 3 clusters Score -3503704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3503714.000000 Penalty: 11827.250000
	Iteration 27Q: 3 clusters Score -3503714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3503718.000000 Penalty: 11827.250000
	Iteration 28Q: 3 clusters Score -3503718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3503723.500000 Penalty: 11827.250000
	Iteration 29Q: 3 clusters Score -3503724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3503735.000000 Penalty: 11827.250000
	Iteration 30Q: 3 clusters Score -3503735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3503735.000000 Penalty: 11827.250000
	Iteration 31Q: 3 clusters Score -3503735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3503735.000000 Penalty: 11827.250000
	Iteration 32Q: 3 clusters Score -3503735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3503735.750000 Penalty: 11827.250000
	Iteration 33Q: 3 clusters Score -3503736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3503732.250000 Penalty: 11827.250000
	Iteration 34Q: 3 clusters Score -3503732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3503734.000000 Penalty: 11827.250000
	Iteration 35Q: 3 clusters Score -3503734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3503747.750000 Penalty: 11827.250000
	Iteration 36Q: 3 clusters Score -3503748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3503757.000000 Penalty: 11827.250000
	Iteration 37Q: 3 clusters Score -3503757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3503767.250000 Penalty: 11827.250000
	Iteration 38Q: 3 clusters Score -3503767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3503776.750000 Penalty: 11827.250000
	Iteration 39Q: 3 clusters Score -3503777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3503777.000000 Penalty: 11827.250000
	Iteration 40F: 3 clusters Score -3503777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3503781.250000 Penalty: 11827.250000
	Iteration 41Q: 3 clusters Score -3503781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3503780.500000 Penalty: 11827.250000
	Iteration 42Q: 3 clusters Score -3503780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3503780.500000 Penalty: 11827.250000
	Iteration 43F: 3 clusters Score -3503780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (142948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142948 members 
Entering Unmasked Estep 
Score: -32635378.000000 Penalty: 7270.520020
	Iteration 0F: 2 clusters Score -3.263538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -32548550.000000 Penalty: 14541.040039
	Iteration 0F: 3 clusters Score -3.254855e+07 nChanged 66300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 74245 members 
Entering Unmasked Estep 
Score: -32584872.000000 Penalty: 14541.040039
	Iteration 1F: 3 clusters Score -3.258487e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -32586254.000000 Penalty: 14541.040039
	Iteration 2Q: 3 clusters Score -3.258625e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -32587636.000000 Penalty: 14541.040039
	Iteration 3Q: 3 clusters Score -3.258764e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 80937 members 
Entering Unmasked Estep 
Score: -32589142.000000 Penalty: 14541.040039
	Iteration 4Q: 3 clusters Score -3.258914e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -32591244.000000 Penalty: 14541.040039
	Iteration 5Q: 3 clusters Score -3.259124e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -32594316.000000 Penalty: 14541.040039
	Iteration 6Q: 3 clusters Score -3.259432e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 98083 members 
Entering Unmasked Estep 
Score: -32599002.000000 Penalty: 14541.040039
	Iteration 7F: 3 clusters Score -3.2599e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 107232 members 
Entering Unmasked Estep 
Score: -32605910.000000 Penalty: 14541.040039
	Iteration 8F: 3 clusters Score -3.260591e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 117087 members 
Entering Unmasked Estep 
Score: -32614446.000000 Penalty: 14541.040039
	Iteration 9F: 3 clusters Score -3.261445e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 126443 members 
Entering Unmasked Estep 
Score: -32621426.000000 Penalty: 14541.040039
	Iteration 10F: 3 clusters Score -3.262143e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 133381 members 
Entering Unmasked Estep 
Score: -32625432.000000 Penalty: 14541.040039
	Iteration 11Q: 3 clusters Score -3.262543e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -32627662.000000 Penalty: 14541.040039
	Iteration 12Q: 3 clusters Score -3.262766e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 139408 members 
Entering Unmasked Estep 
Score: -32628482.000000 Penalty: 14541.040039
	Iteration 13Q: 3 clusters Score -3.262848e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 140341 members 
Entering Unmasked Estep 
Score: -32628954.000000 Penalty: 14541.040039
	Iteration 14Q: 3 clusters Score -3.262895e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 140777 members 
Entering Unmasked Estep 
Score: -32629200.000000 Penalty: 14541.040039
	Iteration 15Q: 3 clusters Score -3.26292e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -32629456.000000 Penalty: 14541.040039
	Iteration 16Q: 3 clusters Score -3.262946e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 141178 members 
Entering Unmasked Estep 
Score: -32629560.000000 Penalty: 14541.040039
	Iteration 17Q: 3 clusters Score -3.262956e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 141280 members 
Entering Unmasked Estep 
Score: -32629672.000000 Penalty: 14541.040039
	Iteration 18Q: 3 clusters Score -3.262967e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 141347 members 
Entering Unmasked Estep 
Score: -32629736.000000 Penalty: 14541.040039
	Iteration 19Q: 3 clusters Score -3.262974e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 141392 members 
Entering Unmasked Estep 
Score: -32629746.000000 Penalty: 14541.040039
	Iteration 20F: 3 clusters Score -3.262975e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 141424 members 
Entering Unmasked Estep 
Score: -32629748.000000 Penalty: 14541.040039
	Iteration 21Q: 3 clusters Score -3.262975e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 141437 members 
Entering Unmasked Estep 
Score: -32629760.000000 Penalty: 14541.040039
	Iteration 22Q: 3 clusters Score -3.262976e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 141454 members 
Entering Unmasked Estep 
Score: -32629786.000000 Penalty: 14541.040039
	Iteration 23Q: 3 clusters Score -3.262979e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 141468 members 
Entering Unmasked Estep 
Score: -32629794.000000 Penalty: 14541.040039
	Iteration 24Q: 3 clusters Score -3.262979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 141481 members 
Entering Unmasked Estep 
Score: -32629808.000000 Penalty: 14541.040039
	Iteration 25Q: 3 clusters Score -3.262981e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 141498 members 
Entering Unmasked Estep 
Score: -32629834.000000 Penalty: 14541.040039
	Iteration 26Q: 3 clusters Score -3.262983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 141505 members 
Entering Unmasked Estep 
Score: -32629842.000000 Penalty: 14541.040039
	Iteration 27Q: 3 clusters Score -3.262984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 141502 members 
Entering Unmasked Estep 
Score: -32629846.000000 Penalty: 14541.040039
	Iteration 28Q: 3 clusters Score -3.262985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 141502 members 
Entering Unmasked Estep 
Score: -32629864.000000 Penalty: 14541.040039
	Iteration 29Q: 3 clusters Score -3.262986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 141505 members 
Entering Unmasked Estep 
Score: -32629864.000000 Penalty: 14541.040039
	Iteration 30Q: 3 clusters Score -3.262986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 141507 members 
Entering Unmasked Estep 
Score: -32629866.000000 Penalty: 14541.040039
	Iteration 31Q: 3 clusters Score -3.262987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 141510 members 
Entering Unmasked Estep 
Score: -32629860.000000 Penalty: 14541.040039
	Iteration 32Q: 3 clusters Score -3.262986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 141513 members 
Entering Unmasked Estep 
Score: -32629872.000000 Penalty: 14541.040039
	Iteration 33Q: 3 clusters Score -3.262987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 141515 members 
Entering Unmasked Estep 
Score: -32629870.000000 Penalty: 14541.040039
	Iteration 34Q: 3 clusters Score -3.262987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 141516 members 
Entering Unmasked Estep 
Score: -32629868.000000 Penalty: 14541.040039
	Iteration 35Q: 3 clusters Score -3.262987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 141518 members 
Entering Unmasked Estep 
Score: -32629878.000000 Penalty: 14541.040039
	Iteration 36Q: 3 clusters Score -3.262988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 141515 members 
Entering Unmasked Estep 
Score: -32629870.000000 Penalty: 14541.040039
	Iteration 37Q: 3 clusters Score -3.262987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 141515 members 
Entering Unmasked Estep 
Score: -32629870.000000 Penalty: 14541.040039
	Iteration 38F: 3 clusters Score -3.262987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -183210.484375 Penalty: 4156.864258
	Iteration 0F: 2 clusters Score -183210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -179343.046875 Penalty: 8313.728516
	Iteration 0F: 3 clusters Score -179343 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -179759.203125 Penalty: 8313.728516
	Iteration 1F: 3 clusters Score -179759.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -179922.093750 Penalty: 8313.728516
	Iteration 2F: 3 clusters Score -179922.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -180014.796875 Penalty: 8313.728516
	Iteration 3Q: 3 clusters Score -180014.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -180064.937500 Penalty: 8313.728516
	Iteration 4Q: 3 clusters Score -180064.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -180108.328125 Penalty: 8313.728516
	Iteration 5Q: 3 clusters Score -180108.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -180162.203125 Penalty: 8313.728516
	Iteration 6Q: 3 clusters Score -180162.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -180210.093750 Penalty: 8313.728516
	Iteration 7Q: 3 clusters Score -180210.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -180252.187500 Penalty: 8313.728516
	Iteration 8Q: 3 clusters Score -180252.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -180299.234375 Penalty: 8313.728516
	Iteration 9Q: 3 clusters Score -180299.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -180316.281250 Penalty: 8313.728516
	Iteration 10Q: 3 clusters Score -180316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -180322.468750 Penalty: 8313.728516
	Iteration 11Q: 3 clusters Score -180322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -180325.578125 Penalty: 8313.728516
	Iteration 12Q: 3 clusters Score -180325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -180328.718750 Penalty: 8313.728516
	Iteration 13Q: 3 clusters Score -180328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -180328.718750 Penalty: 8313.728516
	Iteration 14F: 3 clusters Score -180328.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Entering Unmasked Estep 
Score: -4527769.000000 Penalty: 6053.230957
	Iteration 0F: 2 clusters Score -4527769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -4511472.000000 Penalty: 12106.461914
	Iteration 0F: 3 clusters Score -4511472 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -4515635.500000 Penalty: 12106.461914
	Iteration 1F: 3 clusters Score -4515636 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -4516183.000000 Penalty: 12106.461914
	Iteration 2F: 3 clusters Score -4516183 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -4516584.500000 Penalty: 12106.461914
	Iteration 3Q: 3 clusters Score -4516584 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -4516835.000000 Penalty: 12106.461914
	Iteration 4Q: 3 clusters Score -4516835 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4517038.500000 Penalty: 12106.461914
	Iteration 5Q: 3 clusters Score -4517038 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4517218.500000 Penalty: 12106.461914
	Iteration 6Q: 3 clusters Score -4517218 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4517371.000000 Penalty: 12106.461914
	Iteration 7Q: 3 clusters Score -4517371 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -4517495.500000 Penalty: 12106.461914
	Iteration 8Q: 3 clusters Score -4517496 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -4517629.500000 Penalty: 12106.461914
	Iteration 9Q: 3 clusters Score -4517630 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -4517769.000000 Penalty: 12106.461914
	Iteration 10Q: 3 clusters Score -4517769 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -4517868.000000 Penalty: 12106.461914
	Iteration 11Q: 3 clusters Score -4517868 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -4517975.500000 Penalty: 12106.461914
	Iteration 12Q: 3 clusters Score -4517976 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -4518106.000000 Penalty: 12106.461914
	Iteration 13Q: 3 clusters Score -4518106 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4518216.000000 Penalty: 12106.461914
	Iteration 14Q: 3 clusters Score -4518216 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -4518355.500000 Penalty: 12106.461914
	Iteration 15Q: 3 clusters Score -4518356 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -4518461.000000 Penalty: 12106.461914
	Iteration 16Q: 3 clusters Score -4518461 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -4518587.000000 Penalty: 12106.461914
	Iteration 17Q: 3 clusters Score -4518587 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4518750.500000 Penalty: 12106.461914
	Iteration 18Q: 3 clusters Score -4518750 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -4518870.000000 Penalty: 12106.461914
	Iteration 19Q: 3 clusters Score -4518870 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -4519003.500000 Penalty: 12106.461914
	Iteration 20F: 3 clusters Score -4519004 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -4519157.000000 Penalty: 12106.461914
	Iteration 21Q: 3 clusters Score -4519157 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -4519335.000000 Penalty: 12106.461914
	Iteration 22Q: 3 clusters Score -4519335 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -4519517.500000 Penalty: 12106.461914
	Iteration 23Q: 3 clusters Score -4519518 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4519739.000000 Penalty: 12106.461914
	Iteration 24Q: 3 clusters Score -4519739 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4519957.000000 Penalty: 12106.461914
	Iteration 25Q: 3 clusters Score -4519957 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4520201.500000 Penalty: 12106.461914
	Iteration 26Q: 3 clusters Score -4520202 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4520457.500000 Penalty: 12106.461914
	Iteration 27Q: 3 clusters Score -4520458 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -4520690.500000 Penalty: 12106.461914
	Iteration 28Q: 3 clusters Score -4520690 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -4520942.500000 Penalty: 12106.461914
	Iteration 29Q: 3 clusters Score -4520942 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -4521166.000000 Penalty: 12106.461914
	Iteration 30Q: 3 clusters Score -4521166 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4521362.000000 Penalty: 12106.461914
	Iteration 31Q: 3 clusters Score -4521362 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4521551.500000 Penalty: 12106.461914
	Iteration 32Q: 3 clusters Score -4521552 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4521715.000000 Penalty: 12106.461914
	Iteration 33Q: 3 clusters Score -4521715 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -4521854.500000 Penalty: 12106.461914
	Iteration 34Q: 3 clusters Score -4521854 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -4521967.000000 Penalty: 12106.461914
	Iteration 35Q: 3 clusters Score -4521967 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4522044.500000 Penalty: 12106.461914
	Iteration 36Q: 3 clusters Score -4522044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -4522131.500000 Penalty: 12106.461914
	Iteration 37Q: 3 clusters Score -4522132 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -4522191.000000 Penalty: 12106.461914
	Iteration 38Q: 3 clusters Score -4522191 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -4522217.000000 Penalty: 12106.461914
	Iteration 39Q: 3 clusters Score -4522217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4522261.000000 Penalty: 12106.461914
	Iteration 40F: 3 clusters Score -4522261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4522300.000000 Penalty: 12106.461914
	Iteration 41Q: 3 clusters Score -4522300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4522322.000000 Penalty: 12106.461914
	Iteration 42Q: 3 clusters Score -4522322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4522332.500000 Penalty: 12106.461914
	Iteration 43Q: 3 clusters Score -4522332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4522336.000000 Penalty: 12106.461914
	Iteration 44Q: 3 clusters Score -4522336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -4522376.000000 Penalty: 12106.461914
	Iteration 45Q: 3 clusters Score -4522376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4522381.000000 Penalty: 12106.461914
	Iteration 46Q: 3 clusters Score -4522381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4522388.000000 Penalty: 12106.461914
	Iteration 47Q: 3 clusters Score -4522388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -4522406.500000 Penalty: 12106.461914
	Iteration 48Q: 3 clusters Score -4522406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -4522429.000000 Penalty: 12106.461914
	Iteration 49Q: 3 clusters Score -4522429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4522422.500000 Penalty: 12106.461914
	Iteration 50Q: 3 clusters Score -4522422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4522445.500000 Penalty: 12106.461914
	Iteration 51Q: 3 clusters Score -4522446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4522461.000000 Penalty: 12106.461914
	Iteration 52Q: 3 clusters Score -4522461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4522464.000000 Penalty: 12106.461914
	Iteration 53Q: 3 clusters Score -4522464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -4522480.000000 Penalty: 12106.461914
	Iteration 54Q: 3 clusters Score -4522480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4522480.500000 Penalty: 12106.461914
	Iteration 55Q: 3 clusters Score -4522480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4522496.500000 Penalty: 12106.461914
	Iteration 56Q: 3 clusters Score -4522496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -4522499.500000 Penalty: 12106.461914
	Iteration 57Q: 3 clusters Score -4522500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -4522503.500000 Penalty: 12106.461914
	Iteration 58Q: 3 clusters Score -4522504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -4522503.500000 Penalty: 12106.461914
	Iteration 59F: 3 clusters Score -4522504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (62052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Entering Unmasked Estep 
Score: -14034283.000000 Penalty: 6759.383789
	Iteration 0F: 2 clusters Score -1.403428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -13990740.000000 Penalty: 13518.767578
	Iteration 0F: 3 clusters Score -1.399074e+07 nChanged 27716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -14005587.000000 Penalty: 13518.767578
	Iteration 1F: 3 clusters Score -1.400559e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -14006825.000000 Penalty: 13518.767578
	Iteration 2F: 3 clusters Score -1.400682e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -14008033.000000 Penalty: 13518.767578
	Iteration 3F: 3 clusters Score -1.400803e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -14009470.000000 Penalty: 13518.767578
	Iteration 4Q: 3 clusters Score -1.400947e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -14011453.000000 Penalty: 13518.767578
	Iteration 5F: 3 clusters Score -1.401145e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -14014188.000000 Penalty: 13518.767578
	Iteration 6F: 3 clusters Score -1.401419e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -14017094.000000 Penalty: 13518.767578
	Iteration 7F: 3 clusters Score -1.401709e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -14019659.000000 Penalty: 13518.767578
	Iteration 8F: 3 clusters Score -1.401966e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -14021483.000000 Penalty: 13518.767578
	Iteration 9F: 3 clusters Score -1.402148e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -14022607.000000 Penalty: 13518.767578
	Iteration 10Q: 3 clusters Score -1.402261e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -14023333.000000 Penalty: 13518.767578
	Iteration 11Q: 3 clusters Score -1.402333e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -14023794.000000 Penalty: 13518.767578
	Iteration 12Q: 3 clusters Score -1.402379e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -14024128.000000 Penalty: 13518.767578
	Iteration 13Q: 3 clusters Score -1.402413e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -14024526.000000 Penalty: 13518.767578
	Iteration 14Q: 3 clusters Score -1.402453e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -14024953.000000 Penalty: 13518.767578
	Iteration 15Q: 3 clusters Score -1.402495e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -14025250.000000 Penalty: 13518.767578
	Iteration 16Q: 3 clusters Score -1.402525e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -14025488.000000 Penalty: 13518.767578
	Iteration 17Q: 3 clusters Score -1.402549e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -14025874.000000 Penalty: 13518.767578
	Iteration 18Q: 3 clusters Score -1.402587e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -14026234.000000 Penalty: 13518.767578
	Iteration 19Q: 3 clusters Score -1.402623e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -14026574.000000 Penalty: 13518.767578
	Iteration 20F: 3 clusters Score -1.402657e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -14027021.000000 Penalty: 13518.767578
	Iteration 21Q: 3 clusters Score -1.402702e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -14027421.000000 Penalty: 13518.767578
	Iteration 22Q: 3 clusters Score -1.402742e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -14027702.000000 Penalty: 13518.767578
	Iteration 23Q: 3 clusters Score -1.40277e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -14027903.000000 Penalty: 13518.767578
	Iteration 24Q: 3 clusters Score -1.40279e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -14028118.000000 Penalty: 13518.767578
	Iteration 25Q: 3 clusters Score -1.402812e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -14028268.000000 Penalty: 13518.767578
	Iteration 26Q: 3 clusters Score -1.402827e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -14028448.000000 Penalty: 13518.767578
	Iteration 27Q: 3 clusters Score -1.402845e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -14028550.000000 Penalty: 13518.767578
	Iteration 28Q: 3 clusters Score -1.402855e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -14028697.000000 Penalty: 13518.767578
	Iteration 29Q: 3 clusters Score -1.40287e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -14028834.000000 Penalty: 13518.767578
	Iteration 30Q: 3 clusters Score -1.402883e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -14028879.000000 Penalty: 13518.767578
	Iteration 31Q: 3 clusters Score -1.402888e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -14028944.000000 Penalty: 13518.767578
	Iteration 32Q: 3 clusters Score -1.402894e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -14028982.000000 Penalty: 13518.767578
	Iteration 33Q: 3 clusters Score -1.402898e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -14029035.000000 Penalty: 13518.767578
	Iteration 34Q: 3 clusters Score -1.402904e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -14029088.000000 Penalty: 13518.767578
	Iteration 35Q: 3 clusters Score -1.402909e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -14029103.000000 Penalty: 13518.767578
	Iteration 36Q: 3 clusters Score -1.40291e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -14029146.000000 Penalty: 13518.767578
	Iteration 37Q: 3 clusters Score -1.402915e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -14029144.000000 Penalty: 13518.767578
	Iteration 38Q: 3 clusters Score -1.402914e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -14029168.000000 Penalty: 13518.767578
	Iteration 39Q: 3 clusters Score -1.402917e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -14029192.000000 Penalty: 13518.767578
	Iteration 40F: 3 clusters Score -1.402919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -14029215.000000 Penalty: 13518.767578
	Iteration 41Q: 3 clusters Score -1.402922e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -14029221.000000 Penalty: 13518.767578
	Iteration 42Q: 3 clusters Score -1.402922e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -14029221.000000 Penalty: 13518.767578
	Iteration 43Q: 3 clusters Score -1.402922e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -14029239.000000 Penalty: 13518.767578
	Iteration 44Q: 3 clusters Score -1.402924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -14029265.000000 Penalty: 13518.767578
	Iteration 45Q: 3 clusters Score -1.402926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -14029273.000000 Penalty: 13518.767578
	Iteration 46Q: 3 clusters Score -1.402927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -14029284.000000 Penalty: 13518.767578
	Iteration 47Q: 3 clusters Score -1.402928e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -14029276.000000 Penalty: 13518.767578
	Iteration 48Q: 3 clusters Score -1.402928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -14029284.000000 Penalty: 13518.767578
	Iteration 49Q: 3 clusters Score -1.402928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -14029300.000000 Penalty: 13518.767578
	Iteration 50Q: 3 clusters Score -1.40293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -14029316.000000 Penalty: 13518.767578
	Iteration 51Q: 3 clusters Score -1.402932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -14029311.000000 Penalty: 13518.767578
	Iteration 52Q: 3 clusters Score -1.402931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -14029313.000000 Penalty: 13518.767578
	Iteration 53Q: 3 clusters Score -1.402931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -14029323.000000 Penalty: 13518.767578
	Iteration 54Q: 3 clusters Score -1.402932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -14029331.000000 Penalty: 13518.767578
	Iteration 55Q: 3 clusters Score -1.402933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -14029337.000000 Penalty: 13518.767578
	Iteration 56Q: 3 clusters Score -1.402934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -14029349.000000 Penalty: 13518.767578
	Iteration 57Q: 3 clusters Score -1.402935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -14029365.000000 Penalty: 13518.767578
	Iteration 58Q: 3 clusters Score -1.402936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -14029358.000000 Penalty: 13518.767578
	Iteration 59Q: 3 clusters Score -1.402936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -14029368.000000 Penalty: 13518.767578
	Iteration 60F: 3 clusters Score -1.402937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -14029371.000000 Penalty: 13518.767578
	Iteration 61Q: 3 clusters Score -1.402937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -14029376.000000 Penalty: 13518.767578
	Iteration 62Q: 3 clusters Score -1.402938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -14029383.000000 Penalty: 13518.767578
	Iteration 63Q: 3 clusters Score -1.402938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -14029389.000000 Penalty: 13518.767578
	Iteration 64Q: 3 clusters Score -1.402939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -14029383.000000 Penalty: 13518.767578
	Iteration 65Q: 3 clusters Score -1.402938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -14029383.000000 Penalty: 13518.767578
	Iteration 66F: 3 clusters Score -1.402938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (66145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Entering Unmasked Estep 
Score: -14634098.000000 Penalty: 6798.507812
	Iteration 0F: 2 clusters Score -1.46341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -14588121.000000 Penalty: 13597.015625
	Iteration 0F: 3 clusters Score -1.458812e+07 nChanged 29701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -14604382.000000 Penalty: 13597.015625
	Iteration 1F: 3 clusters Score -1.460438e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -14605623.000000 Penalty: 13597.015625
	Iteration 2Q: 3 clusters Score -1.460562e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -14606649.000000 Penalty: 13597.015625
	Iteration 3Q: 3 clusters Score -1.460665e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -14607745.000000 Penalty: 13597.015625
	Iteration 4Q: 3 clusters Score -1.460774e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -14608772.000000 Penalty: 13597.015625
	Iteration 5Q: 3 clusters Score -1.460877e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -14609771.000000 Penalty: 13597.015625
	Iteration 6Q: 3 clusters Score -1.460977e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -14610694.000000 Penalty: 13597.015625
	Iteration 7Q: 3 clusters Score -1.461069e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -14611564.000000 Penalty: 13597.015625
	Iteration 8Q: 3 clusters Score -1.461156e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -14612452.000000 Penalty: 13597.015625
	Iteration 9Q: 3 clusters Score -1.461245e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -14613327.000000 Penalty: 13597.015625
	Iteration 10Q: 3 clusters Score -1.461333e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -14614424.000000 Penalty: 13597.015625
	Iteration 11Q: 3 clusters Score -1.461442e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -14615555.000000 Penalty: 13597.015625
	Iteration 12Q: 3 clusters Score -1.461556e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -14616615.000000 Penalty: 13597.015625
	Iteration 13Q: 3 clusters Score -1.461662e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -14617759.000000 Penalty: 13597.015625
	Iteration 14Q: 3 clusters Score -1.461776e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -14619061.000000 Penalty: 13597.015625
	Iteration 15Q: 3 clusters Score -1.461906e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -14620515.000000 Penalty: 13597.015625
	Iteration 16Q: 3 clusters Score -1.462052e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -14622129.000000 Penalty: 13597.015625
	Iteration 17Q: 3 clusters Score -1.462213e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -14623671.000000 Penalty: 13597.015625
	Iteration 18Q: 3 clusters Score -1.462367e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -14625061.000000 Penalty: 13597.015625
	Iteration 19Q: 3 clusters Score -1.462506e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -14626278.000000 Penalty: 13597.015625
	Iteration 20F: 3 clusters Score -1.462628e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -14627033.000000 Penalty: 13597.015625
	Iteration 21Q: 3 clusters Score -1.462703e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -14627523.000000 Penalty: 13597.015625
	Iteration 22Q: 3 clusters Score -1.462752e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -14627954.000000 Penalty: 13597.015625
	Iteration 23Q: 3 clusters Score -1.462795e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -14628274.000000 Penalty: 13597.015625
	Iteration 24Q: 3 clusters Score -1.462827e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -14628492.000000 Penalty: 13597.015625
	Iteration 25Q: 3 clusters Score -1.462849e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -14628737.000000 Penalty: 13597.015625
	Iteration 26Q: 3 clusters Score -1.462874e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -14628996.000000 Penalty: 13597.015625
	Iteration 27Q: 3 clusters Score -1.4629e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -14629131.000000 Penalty: 13597.015625
	Iteration 28Q: 3 clusters Score -1.462913e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -14629220.000000 Penalty: 13597.015625
	Iteration 29Q: 3 clusters Score -1.462922e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -14629267.000000 Penalty: 13597.015625
	Iteration 30Q: 3 clusters Score -1.462927e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -14629303.000000 Penalty: 13597.015625
	Iteration 31Q: 3 clusters Score -1.46293e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62046 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -14629330.000000 Penalty: 13597.015625
	Iteration 32Q: 3 clusters Score -1.462933e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -14629351.000000 Penalty: 13597.015625
	Iteration 33Q: 3 clusters Score -1.462935e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -14629375.000000 Penalty: 13597.015625
	Iteration 34Q: 3 clusters Score -1.462938e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -14629421.000000 Penalty: 13597.015625
	Iteration 35Q: 3 clusters Score -1.462942e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -14629444.000000 Penalty: 13597.015625
	Iteration 36Q: 3 clusters Score -1.462944e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -14629455.000000 Penalty: 13597.015625
	Iteration 37Q: 3 clusters Score -1.462946e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -14629467.000000 Penalty: 13597.015625
	Iteration 38Q: 3 clusters Score -1.462947e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -14629460.000000 Penalty: 13597.015625
	Iteration 39Q: 3 clusters Score -1.462946e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -14629509.000000 Penalty: 13597.015625
	Iteration 40F: 3 clusters Score -1.462951e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -14629500.000000 Penalty: 13597.015625
	Iteration 41Q: 3 clusters Score -1.46295e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -14629525.000000 Penalty: 13597.015625
	Iteration 42Q: 3 clusters Score -1.462952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -14629532.000000 Penalty: 13597.015625
	Iteration 43Q: 3 clusters Score -1.462953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -14629533.000000 Penalty: 13597.015625
	Iteration 44Q: 3 clusters Score -1.462953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -14629551.000000 Penalty: 13597.015625
	Iteration 45Q: 3 clusters Score -1.462955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -14629544.000000 Penalty: 13597.015625
	Iteration 46Q: 3 clusters Score -1.462954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -14629552.000000 Penalty: 13597.015625
	Iteration 47Q: 3 clusters Score -1.462955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -14629551.000000 Penalty: 13597.015625
	Iteration 48Q: 3 clusters Score -1.462955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -14629550.000000 Penalty: 13597.015625
	Iteration 49Q: 3 clusters Score -1.462955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -14629566.000000 Penalty: 13597.015625
	Iteration 50Q: 3 clusters Score -1.462957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -14629574.000000 Penalty: 13597.015625
	Iteration 51Q: 3 clusters Score -1.462957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -14629592.000000 Penalty: 13597.015625
	Iteration 52Q: 3 clusters Score -1.462959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -14629600.000000 Penalty: 13597.015625
	Iteration 53Q: 3 clusters Score -1.46296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -14629590.000000 Penalty: 13597.015625
	Iteration 54Q: 3 clusters Score -1.462959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -14629590.000000 Penalty: 13597.015625
	Iteration 55Q: 3 clusters Score -1.462959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -14629589.000000 Penalty: 13597.015625
	Iteration 56Q: 3 clusters Score -1.462959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -14629585.000000 Penalty: 13597.015625
	Iteration 57Q: 3 clusters Score -1.462958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -14629601.000000 Penalty: 13597.015625
	Iteration 58Q: 3 clusters Score -1.46296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -14629589.000000 Penalty: 13597.015625
	Iteration 59Q: 3 clusters Score -1.462959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -14629598.000000 Penalty: 13597.015625
	Iteration 60F: 3 clusters Score -1.46296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -14629591.000000 Penalty: 13597.015625
	Iteration 61Q: 3 clusters Score -1.462959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -14629593.000000 Penalty: 13597.015625
	Iteration 62Q: 3 clusters Score -1.462959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -14629606.000000 Penalty: 13597.015625
	Iteration 63Q: 3 clusters Score -1.462961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -14629603.000000 Penalty: 13597.015625
	Iteration 64Q: 3 clusters Score -1.46296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -14629605.000000 Penalty: 13597.015625
	Iteration 65Q: 3 clusters Score -1.46296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -14629610.000000 Penalty: 13597.015625
	Iteration 66Q: 3 clusters Score -1.462961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -14629619.000000 Penalty: 13597.015625
	Iteration 67Q: 3 clusters Score -1.462962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -14629606.000000 Penalty: 13597.015625
	Iteration 68Q: 3 clusters Score -1.462961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -14629603.000000 Penalty: 13597.015625
	Iteration 69Q: 3 clusters Score -1.46296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -14629603.000000 Penalty: 13597.015625
	Iteration 70Q: 3 clusters Score -1.46296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -14629598.000000 Penalty: 13597.015625
	Iteration 71Q: 3 clusters Score -1.46296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -14629594.000000 Penalty: 13597.015625
	Iteration 72Q: 3 clusters Score -1.462959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -14629588.000000 Penalty: 13597.015625
	Iteration 73Q: 3 clusters Score -1.462959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -14629587.000000 Penalty: 13597.015625
	Iteration 74Q: 3 clusters Score -1.462959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -14629593.000000 Penalty: 13597.015625
	Iteration 75Q: 3 clusters Score -1.462959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -14629595.000000 Penalty: 13597.015625
	Iteration 76Q: 3 clusters Score -1.46296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -14629594.000000 Penalty: 13597.015625
	Iteration 77Q: 3 clusters Score -1.462959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -14629594.000000 Penalty: 13597.015625
	Iteration 78F: 3 clusters Score -1.462959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23914 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33579 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47255 members 
Mstep: Class 11 contains 54984 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 51223 members 
Mstep: Class 14 contains 67403 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55946 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142948 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449632.000000 Penalty: 240310.328125
Iteration 239Q: 29 clusters Score -2.724496e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33583 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47255 members 
Mstep: Class 11 contains 54983 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 51226 members 
Mstep: Class 14 contains 67403 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55945 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64400 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142947 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449600.000000 Penalty: 240310.328125
Iteration 240F: 29 clusters Score -2.724496e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94810 members 
Mstep: Class 7 contains 33591 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47256 members 
Mstep: Class 11 contains 54983 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 51228 members 
Mstep: Class 14 contains 67403 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55945 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142947 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 241Q: 29 clusters Score -2.724497e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94809 members 
Mstep: Class 7 contains 33599 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47256 members 
Mstep: Class 11 contains 54984 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 51230 members 
Mstep: Class 14 contains 67402 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55944 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142947 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 242Q: 29 clusters Score -2.724498e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94809 members 
Mstep: Class 7 contains 33604 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 47255 members 
Mstep: Class 11 contains 54984 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 51232 members 
Mstep: Class 14 contains 67401 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55944 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142947 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 243Q: 29 clusters Score -2.724497e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 122591 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94808 members 
Mstep: Class 7 contains 33609 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47258 members 
Mstep: Class 11 contains 54983 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 51234 members 
Mstep: Class 14 contains 67401 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55943 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142947 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 244Q: 29 clusters Score -2.724498e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 122591 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94809 members 
Mstep: Class 7 contains 33611 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47262 members 
Mstep: Class 11 contains 54982 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 51234 members 
Mstep: Class 14 contains 67401 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55944 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142947 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 245Q: 29 clusters Score -2.724497e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 122591 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94808 members 
Mstep: Class 7 contains 33616 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47264 members 
Mstep: Class 11 contains 54982 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51234 members 
Mstep: Class 14 contains 67400 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55944 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142947 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 246Q: 29 clusters Score -2.724498e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 122591 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94809 members 
Mstep: Class 7 contains 33622 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47265 members 
Mstep: Class 11 contains 54980 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51234 members 
Mstep: Class 14 contains 67398 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55942 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142947 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449824.000000 Penalty: 240310.328125
Iteration 247Q: 29 clusters Score -2.724498e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33622 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47265 members 
Mstep: Class 11 contains 54978 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51234 members 
Mstep: Class 14 contains 67397 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55943 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64400 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142948 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449856.000000 Penalty: 240310.328125
Iteration 248Q: 29 clusters Score -2.724499e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94812 members 
Mstep: Class 7 contains 33622 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47265 members 
Mstep: Class 11 contains 54977 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51234 members 
Mstep: Class 14 contains 67397 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55943 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142948 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449824.000000 Penalty: 240310.328125
Iteration 249Q: 29 clusters Score -2.724498e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23916 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94812 members 
Mstep: Class 7 contains 33622 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47265 members 
Mstep: Class 11 contains 54976 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51234 members 
Mstep: Class 14 contains 67397 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55943 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64402 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142948 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 250Q: 29 clusters Score -2.724498e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23918 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94812 members 
Mstep: Class 7 contains 33623 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47266 members 
Mstep: Class 11 contains 54977 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51234 members 
Mstep: Class 14 contains 67397 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55942 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142947 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 251Q: 29 clusters Score -2.724497e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23919 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33624 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47266 members 
Mstep: Class 11 contains 54977 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51235 members 
Mstep: Class 14 contains 67397 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55941 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142946 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 252Q: 29 clusters Score -2.724497e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23920 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33625 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47266 members 
Mstep: Class 11 contains 54976 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51235 members 
Mstep: Class 14 contains 67397 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55940 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142946 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 253Q: 29 clusters Score -2.724497e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23920 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33627 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47266 members 
Mstep: Class 11 contains 54976 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51235 members 
Mstep: Class 14 contains 67396 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55939 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24184 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142946 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449632.000000 Penalty: 240310.328125
Iteration 254Q: 29 clusters Score -2.724496e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23920 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33630 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47266 members 
Mstep: Class 11 contains 54976 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51235 members 
Mstep: Class 14 contains 67396 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55938 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24185 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142946 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449632.000000 Penalty: 240310.328125
Iteration 255Q: 29 clusters Score -2.724496e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23920 members 
Mstep: Class 4 contains 122594 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33640 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 47266 members 
Mstep: Class 11 contains 54977 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51237 members 
Mstep: Class 14 contains 67395 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55937 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24186 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142945 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 66079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 256Q: 29 clusters Score -2.724497e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23919 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 33649 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 47265 members 
Mstep: Class 11 contains 54977 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51239 members 
Mstep: Class 14 contains 67394 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55938 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142943 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 257Q: 29 clusters Score -2.724497e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23918 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 33656 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11481 members 
Mstep: Class 10 contains 47264 members 
Mstep: Class 11 contains 54978 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51240 members 
Mstep: Class 14 contains 67393 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55938 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142943 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 258Q: 29 clusters Score -2.724497e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 23918 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 33662 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 47263 members 
Mstep: Class 11 contains 54977 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51242 members 
Mstep: Class 14 contains 67393 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55938 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142943 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449632.000000 Penalty: 240310.328125
Iteration 259Q: 29 clusters Score -2.724496e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18005 members 
Mstep: Class 3 contains 23919 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33667 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 47264 members 
Mstep: Class 11 contains 54978 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51244 members 
Mstep: Class 14 contains 67391 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 16 contains 55937 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64398 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142943 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 260F: 29 clusters Score -2.724497e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18007 members 
Mstep: Class 3 contains 23918 members 
Mstep: Class 4 contains 122592 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94812 members 
Mstep: Class 7 contains 33670 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 47264 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 51246 members 
Mstep: Class 14 contains 67391 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55937 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64393 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142944 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62054 members 
Mstep: Class 28 contains 66046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 261Q: 29 clusters Score -2.724497e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18009 members 
Mstep: Class 3 contains 23918 members 
Mstep: Class 4 contains 122593 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33674 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 47264 members 
Mstep: Class 11 contains 54983 members 
Mstep: Class 12 contains 35295 members 
Mstep: Class 13 contains 51246 members 
Mstep: Class 14 contains 67391 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 16 contains 55937 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64389 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142944 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62054 members 
Mstep: Class 28 contains 66043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 262Q: 29 clusters Score -2.724497e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18009 members 
Mstep: Class 3 contains 23918 members 
Mstep: Class 4 contains 122595 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33676 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 47265 members 
Mstep: Class 11 contains 54987 members 
Mstep: Class 12 contains 35295 members 
Mstep: Class 13 contains 51246 members 
Mstep: Class 14 contains 67391 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 16 contains 55937 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64384 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142943 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 263Q: 29 clusters Score -2.724497e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 18009 members 
Mstep: Class 3 contains 23918 members 
Mstep: Class 4 contains 122598 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33678 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 47266 members 
Mstep: Class 11 contains 54989 members 
Mstep: Class 12 contains 35295 members 
Mstep: Class 13 contains 51248 members 
Mstep: Class 14 contains 67390 members 
Mstep: Class 15 contains 15171 members 
Mstep: Class 16 contains 55936 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142943 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 264Q: 29 clusters Score -2.724497e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 18008 members 
Mstep: Class 3 contains 23919 members 
Mstep: Class 4 contains 122598 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94816 members 
Mstep: Class 7 contains 33683 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 47266 members 
Mstep: Class 11 contains 54989 members 
Mstep: Class 12 contains 35295 members 
Mstep: Class 13 contains 51248 members 
Mstep: Class 14 contains 67389 members 
Mstep: Class 15 contains 15172 members 
Mstep: Class 16 contains 55936 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64381 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 142943 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 265Q: 29 clusters Score -2.724497e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23919 members 
Mstep: Class 4 contains 122597 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94816 members 
Mstep: Class 7 contains 33690 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 47266 members 
Mstep: Class 11 contains 54986 members 
Mstep: Class 12 contains 35295 members 
Mstep: Class 13 contains 51248 members 
Mstep: Class 14 contains 67388 members 
Mstep: Class 15 contains 15171 members 
Mstep: Class 16 contains 55933 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64383 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142943 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 266Q: 29 clusters Score -2.724497e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117884 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23919 members 
Mstep: Class 4 contains 122597 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94816 members 
Mstep: Class 7 contains 33696 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11481 members 
Mstep: Class 10 contains 47268 members 
Mstep: Class 11 contains 54988 members 
Mstep: Class 12 contains 35295 members 
Mstep: Class 13 contains 51248 members 
Mstep: Class 14 contains 67388 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 16 contains 55934 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142942 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 66012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 267Q: 29 clusters Score -2.724497e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23921 members 
Mstep: Class 4 contains 122596 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94815 members 
Mstep: Class 7 contains 33701 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11481 members 
Mstep: Class 10 contains 47268 members 
Mstep: Class 11 contains 54988 members 
Mstep: Class 12 contains 35295 members 
Mstep: Class 13 contains 51251 members 
Mstep: Class 14 contains 67388 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55935 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64381 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142942 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62054 members 
Mstep: Class 28 contains 66004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 268Q: 29 clusters Score -2.724497e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23924 members 
Mstep: Class 4 contains 122596 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 33704 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47269 members 
Mstep: Class 11 contains 54988 members 
Mstep: Class 12 contains 35295 members 
Mstep: Class 13 contains 51253 members 
Mstep: Class 14 contains 67388 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55935 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64381 members 
Mstep: Class 20 contains 24188 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142941 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62054 members 
Mstep: Class 28 contains 65998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 269Q: 29 clusters Score -2.724498e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117886 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23928 members 
Mstep: Class 4 contains 122596 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33708 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47269 members 
Mstep: Class 11 contains 54987 members 
Mstep: Class 12 contains 35294 members 
Mstep: Class 13 contains 51255 members 
Mstep: Class 14 contains 67390 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55934 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24189 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142940 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19590 members 
Mstep: Class 27 contains 62054 members 
Mstep: Class 28 contains 65987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 270Q: 29 clusters Score -2.724497e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117886 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23929 members 
Mstep: Class 4 contains 122596 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94813 members 
Mstep: Class 7 contains 33713 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47272 members 
Mstep: Class 11 contains 54985 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 51262 members 
Mstep: Class 14 contains 67389 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 55931 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 64383 members 
Mstep: Class 20 contains 24189 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142941 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 62053 members 
Mstep: Class 28 contains 65976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 271Q: 29 clusters Score -2.724497e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117887 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23930 members 
Mstep: Class 4 contains 122595 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94815 members 
Mstep: Class 7 contains 33716 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47272 members 
Mstep: Class 11 contains 54984 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 51263 members 
Mstep: Class 14 contains 67387 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55931 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 64383 members 
Mstep: Class 20 contains 24190 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142941 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19592 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 65970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449824.000000 Penalty: 240310.328125
Iteration 272Q: 29 clusters Score -2.724498e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23932 members 
Mstep: Class 4 contains 122597 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 33719 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47273 members 
Mstep: Class 11 contains 54982 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 51264 members 
Mstep: Class 14 contains 67385 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55929 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142940 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19593 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 65966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 273Q: 29 clusters Score -2.724498e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122597 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94815 members 
Mstep: Class 7 contains 33718 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47273 members 
Mstep: Class 11 contains 54982 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 51265 members 
Mstep: Class 14 contains 67384 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 16 contains 55928 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142940 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 65962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 274Q: 29 clusters Score -2.724498e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122598 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94815 members 
Mstep: Class 7 contains 33722 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47273 members 
Mstep: Class 11 contains 54982 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 51265 members 
Mstep: Class 14 contains 67382 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55927 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142940 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 65959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449792.000000 Penalty: 240310.328125
Iteration 275Q: 29 clusters Score -2.724498e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122598 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94815 members 
Mstep: Class 7 contains 33729 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47273 members 
Mstep: Class 11 contains 54982 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 51265 members 
Mstep: Class 14 contains 67378 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55927 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142941 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 65956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 276Q: 29 clusters Score -2.724497e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23934 members 
Mstep: Class 4 contains 122598 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 33736 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47273 members 
Mstep: Class 11 contains 54982 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51265 members 
Mstep: Class 14 contains 67378 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55926 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142941 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 65952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 277Q: 29 clusters Score -2.724497e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23933 members 
Mstep: Class 4 contains 122598 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 33740 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47272 members 
Mstep: Class 11 contains 54982 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51265 members 
Mstep: Class 14 contains 67377 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55926 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142941 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 65951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449664.000000 Penalty: 240310.328125
Iteration 278Q: 29 clusters Score -2.724497e+08 nChanged 7
Entering ConstructFrom: 
Score: -272449664.000000 Penalty: 240310.328125
Entering ConstructFrom: 
Trying to split cluster 1 (117889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117889 members 
Entering Unmasked Estep 
Score: -26793972.000000 Penalty: 7152.468262
	Iteration 0F: 2 clusters Score -2.679397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -26714040.000000 Penalty: 14304.936523
	Iteration 0F: 3 clusters Score -2.671404e+07 nChanged 54293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -26743888.000000 Penalty: 14304.936523
	Iteration 1F: 3 clusters Score -2.674389e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -26745092.000000 Penalty: 14304.936523
	Iteration 2Q: 3 clusters Score -2.674509e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -26746000.000000 Penalty: 14304.936523
	Iteration 3Q: 3 clusters Score -2.6746e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -26746638.000000 Penalty: 14304.936523
	Iteration 4Q: 3 clusters Score -2.674664e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -26747524.000000 Penalty: 14304.936523
	Iteration 5Q: 3 clusters Score -2.674752e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -26748284.000000 Penalty: 14304.936523
	Iteration 6Q: 3 clusters Score -2.674828e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -26749424.000000 Penalty: 14304.936523
	Iteration 7Q: 3 clusters Score -2.674942e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -26750688.000000 Penalty: 14304.936523
	Iteration 8Q: 3 clusters Score -2.675069e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -26752668.000000 Penalty: 14304.936523
	Iteration 9Q: 3 clusters Score -2.675267e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -26755788.000000 Penalty: 14304.936523
	Iteration 10Q: 3 clusters Score -2.675579e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -26760722.000000 Penalty: 14304.936523
	Iteration 11F: 3 clusters Score -2.676072e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -26767552.000000 Penalty: 14304.936523
	Iteration 12F: 3 clusters Score -2.676755e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104486 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -26775430.000000 Penalty: 14304.936523
	Iteration 13F: 3 clusters Score -2.677543e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111009 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -26781536.000000 Penalty: 14304.936523
	Iteration 14F: 3 clusters Score -2.678154e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114686 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -26785054.000000 Penalty: 14304.936523
	Iteration 15Q: 3 clusters Score -2.678505e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116205 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -26786540.000000 Penalty: 14304.936523
	Iteration 16Q: 3 clusters Score -2.678654e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116750 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -26787068.000000 Penalty: 14304.936523
	Iteration 17Q: 3 clusters Score -2.678707e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -26787328.000000 Penalty: 14304.936523
	Iteration 18Q: 3 clusters Score -2.678733e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -26787438.000000 Penalty: 14304.936523
	Iteration 19Q: 3 clusters Score -2.678744e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117126 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -26787516.000000 Penalty: 14304.936523
	Iteration 20F: 3 clusters Score -2.678752e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117157 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -26787542.000000 Penalty: 14304.936523
	Iteration 21Q: 3 clusters Score -2.678754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -26787580.000000 Penalty: 14304.936523
	Iteration 22Q: 3 clusters Score -2.678758e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -26787624.000000 Penalty: 14304.936523
	Iteration 23Q: 3 clusters Score -2.678762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117208 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -26787634.000000 Penalty: 14304.936523
	Iteration 24Q: 3 clusters Score -2.678763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117226 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -26787658.000000 Penalty: 14304.936523
	Iteration 25Q: 3 clusters Score -2.678766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -26787704.000000 Penalty: 14304.936523
	Iteration 26Q: 3 clusters Score -2.67877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117251 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -26787718.000000 Penalty: 14304.936523
	Iteration 27Q: 3 clusters Score -2.678772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117258 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -26787738.000000 Penalty: 14304.936523
	Iteration 28Q: 3 clusters Score -2.678774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117261 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -26787750.000000 Penalty: 14304.936523
	Iteration 29Q: 3 clusters Score -2.678775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117264 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -26787748.000000 Penalty: 14304.936523
	Iteration 30Q: 3 clusters Score -2.678775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117266 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -26787738.000000 Penalty: 14304.936523
	Iteration 31Q: 3 clusters Score -2.678774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -26787746.000000 Penalty: 14304.936523
	Iteration 32Q: 3 clusters Score -2.678775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117272 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -26787752.000000 Penalty: 14304.936523
	Iteration 33Q: 3 clusters Score -2.678775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117272 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -26787762.000000 Penalty: 14304.936523
	Iteration 34Q: 3 clusters Score -2.678776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117274 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -26787748.000000 Penalty: 14304.936523
	Iteration 35Q: 3 clusters Score -2.678775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117274 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -26787748.000000 Penalty: 14304.936523
	Iteration 36F: 3 clusters Score -2.678775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Entering Unmasked Estep 
Score: -3998262.500000 Penalty: 6001.692871
	Iteration 0F: 2 clusters Score -3998262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -3982986.750000 Penalty: 12003.385742
	Iteration 0F: 3 clusters Score -3982987 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3986975.500000 Penalty: 12003.385742
	Iteration 1F: 3 clusters Score -3986976 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3987884.000000 Penalty: 12003.385742
	Iteration 2F: 3 clusters Score -3987884 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3988764.750000 Penalty: 12003.385742
	Iteration 3F: 3 clusters Score -3988765 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3989763.750000 Penalty: 12003.385742
	Iteration 4F: 3 clusters Score -3989764 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3991032.500000 Penalty: 12003.385742
	Iteration 5F: 3 clusters Score -3991032 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3992363.000000 Penalty: 12003.385742
	Iteration 6F: 3 clusters Score -3992363 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3993414.750000 Penalty: 12003.385742
	Iteration 7F: 3 clusters Score -3993415 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3994202.250000 Penalty: 12003.385742
	Iteration 8F: 3 clusters Score -3994202 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3994696.500000 Penalty: 12003.385742
	Iteration 9Q: 3 clusters Score -3994696 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3995005.000000 Penalty: 12003.385742
	Iteration 10Q: 3 clusters Score -3995005 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3995251.000000 Penalty: 12003.385742
	Iteration 11Q: 3 clusters Score -3995251 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3995396.000000 Penalty: 12003.385742
	Iteration 12Q: 3 clusters Score -3995396 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3995490.500000 Penalty: 12003.385742
	Iteration 13Q: 3 clusters Score -3995490 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3995598.750000 Penalty: 12003.385742
	Iteration 14Q: 3 clusters Score -3995599 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3995716.000000 Penalty: 12003.385742
	Iteration 15Q: 3 clusters Score -3995716 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3995808.500000 Penalty: 12003.385742
	Iteration 16Q: 3 clusters Score -3995808 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3995923.250000 Penalty: 12003.385742
	Iteration 17Q: 3 clusters Score -3995923 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3996037.500000 Penalty: 12003.385742
	Iteration 18Q: 3 clusters Score -3996038 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3996154.000000 Penalty: 12003.385742
	Iteration 19Q: 3 clusters Score -3996154 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3996293.000000 Penalty: 12003.385742
	Iteration 20F: 3 clusters Score -3996293 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3996409.000000 Penalty: 12003.385742
	Iteration 21Q: 3 clusters Score -3996409 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3996528.000000 Penalty: 12003.385742
	Iteration 22Q: 3 clusters Score -3996528 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3996615.500000 Penalty: 12003.385742
	Iteration 23Q: 3 clusters Score -3996616 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3996688.500000 Penalty: 12003.385742
	Iteration 24Q: 3 clusters Score -3996688 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3996771.250000 Penalty: 12003.385742
	Iteration 25Q: 3 clusters Score -3996771 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3996828.000000 Penalty: 12003.385742
	Iteration 26Q: 3 clusters Score -3996828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3996881.250000 Penalty: 12003.385742
	Iteration 27Q: 3 clusters Score -3996881 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3996915.000000 Penalty: 12003.385742
	Iteration 28Q: 3 clusters Score -3996915 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3996963.750000 Penalty: 12003.385742
	Iteration 29Q: 3 clusters Score -3996964 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3996992.250000 Penalty: 12003.385742
	Iteration 30Q: 3 clusters Score -3996992 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3997041.250000 Penalty: 12003.385742
	Iteration 31Q: 3 clusters Score -3997041 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3997071.000000 Penalty: 12003.385742
	Iteration 32Q: 3 clusters Score -3997071 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3997089.000000 Penalty: 12003.385742
	Iteration 33Q: 3 clusters Score -3997089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3997105.750000 Penalty: 12003.385742
	Iteration 34Q: 3 clusters Score -3997106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3997115.500000 Penalty: 12003.385742
	Iteration 35Q: 3 clusters Score -3997116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3997121.250000 Penalty: 12003.385742
	Iteration 36Q: 3 clusters Score -3997121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3997128.750000 Penalty: 12003.385742
	Iteration 37Q: 3 clusters Score -3997129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -3997132.750000 Penalty: 12003.385742
	Iteration 38Q: 3 clusters Score -3997133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -3997142.500000 Penalty: 12003.385742
	Iteration 39Q: 3 clusters Score -3997142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3997155.750000 Penalty: 12003.385742
	Iteration 40F: 3 clusters Score -3997156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3997156.750000 Penalty: 12003.385742
	Iteration 41Q: 3 clusters Score -3997157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3997163.500000 Penalty: 12003.385742
	Iteration 42Q: 3 clusters Score -3997164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3997174.750000 Penalty: 12003.385742
	Iteration 43Q: 3 clusters Score -3997175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3997189.250000 Penalty: 12003.385742
	Iteration 44Q: 3 clusters Score -3997189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3997181.500000 Penalty: 12003.385742
	Iteration 45Q: 3 clusters Score -3997182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -3997187.500000 Penalty: 12003.385742
	Iteration 46Q: 3 clusters Score -3997188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3997198.250000 Penalty: 12003.385742
	Iteration 47Q: 3 clusters Score -3997198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3997192.000000 Penalty: 12003.385742
	Iteration 48Q: 3 clusters Score -3997192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3997204.000000 Penalty: 12003.385742
	Iteration 49Q: 3 clusters Score -3997204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3997207.750000 Penalty: 12003.385742
	Iteration 50Q: 3 clusters Score -3997208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3997203.500000 Penalty: 12003.385742
	Iteration 51Q: 3 clusters Score -3997204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3997211.250000 Penalty: 12003.385742
	Iteration 52Q: 3 clusters Score -3997211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3997219.000000 Penalty: 12003.385742
	Iteration 53Q: 3 clusters Score -3997219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3997224.250000 Penalty: 12003.385742
	Iteration 54Q: 3 clusters Score -3997224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3997222.000000 Penalty: 12003.385742
	Iteration 55Q: 3 clusters Score -3997222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -3997223.500000 Penalty: 12003.385742
	Iteration 56Q: 3 clusters Score -3997224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3997226.250000 Penalty: 12003.385742
	Iteration 57Q: 3 clusters Score -3997226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3997229.500000 Penalty: 12003.385742
	Iteration 58Q: 3 clusters Score -3997230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3997229.000000 Penalty: 12003.385742
	Iteration 59Q: 3 clusters Score -3997229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -3997245.000000 Penalty: 12003.385742
	Iteration 60F: 3 clusters Score -3997245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3997239.750000 Penalty: 12003.385742
	Iteration 61Q: 3 clusters Score -3997240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3997249.750000 Penalty: 12003.385742
	Iteration 62Q: 3 clusters Score -3997250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3997248.750000 Penalty: 12003.385742
	Iteration 63Q: 3 clusters Score -3997249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3997257.000000 Penalty: 12003.385742
	Iteration 64Q: 3 clusters Score -3997257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -3997265.750000 Penalty: 12003.385742
	Iteration 65Q: 3 clusters Score -3997266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3997271.750000 Penalty: 12003.385742
	Iteration 66Q: 3 clusters Score -3997272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3997272.250000 Penalty: 12003.385742
	Iteration 67Q: 3 clusters Score -3997272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3997269.750000 Penalty: 12003.385742
	Iteration 68Q: 3 clusters Score -3997270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3997262.750000 Penalty: 12003.385742
	Iteration 69Q: 3 clusters Score -3997263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3997271.000000 Penalty: 12003.385742
	Iteration 70Q: 3 clusters Score -3997271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3997271.250000 Penalty: 12003.385742
	Iteration 71Q: 3 clusters Score -3997271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3997279.000000 Penalty: 12003.385742
	Iteration 72Q: 3 clusters Score -3997279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3997284.000000 Penalty: 12003.385742
	Iteration 73Q: 3 clusters Score -3997284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3997287.750000 Penalty: 12003.385742
	Iteration 74Q: 3 clusters Score -3997288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3997291.000000 Penalty: 12003.385742
	Iteration 75Q: 3 clusters Score -3997291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3997288.750000 Penalty: 12003.385742
	Iteration 76Q: 3 clusters Score -3997289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3997290.250000 Penalty: 12003.385742
	Iteration 77Q: 3 clusters Score -3997290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3997298.750000 Penalty: 12003.385742
	Iteration 78Q: 3 clusters Score -3997299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3997306.000000 Penalty: 12003.385742
	Iteration 79Q: 3 clusters Score -3997306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3997311.500000 Penalty: 12003.385742
	Iteration 80F: 3 clusters Score -3997312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3997309.500000 Penalty: 12003.385742
	Iteration 81Q: 3 clusters Score -3997310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3997315.750000 Penalty: 12003.385742
	Iteration 82Q: 3 clusters Score -3997316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3997305.000000 Penalty: 12003.385742
	Iteration 83Q: 3 clusters Score -3997305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -3997308.500000 Penalty: 12003.385742
	Iteration 84Q: 3 clusters Score -3997308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3997312.250000 Penalty: 12003.385742
	Iteration 85Q: 3 clusters Score -3997312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3997312.500000 Penalty: 12003.385742
	Iteration 86Q: 3 clusters Score -3997312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3997319.500000 Penalty: 12003.385742
	Iteration 87Q: 3 clusters Score -3997320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3997321.000000 Penalty: 12003.385742
	Iteration 88Q: 3 clusters Score -3997321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3997328.000000 Penalty: 12003.385742
	Iteration 89Q: 3 clusters Score -3997328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3997330.750000 Penalty: 12003.385742
	Iteration 90Q: 3 clusters Score -3997331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3997336.750000 Penalty: 12003.385742
	Iteration 91Q: 3 clusters Score -3997337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3997344.250000 Penalty: 12003.385742
	Iteration 92Q: 3 clusters Score -3997344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -3997346.500000 Penalty: 12003.385742
	Iteration 93Q: 3 clusters Score -3997346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3997345.250000 Penalty: 12003.385742
	Iteration 94Q: 3 clusters Score -3997345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3997345.000000 Penalty: 12003.385742
	Iteration 95Q: 3 clusters Score -3997345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3997344.000000 Penalty: 12003.385742
	Iteration 96Q: 3 clusters Score -3997344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3997341.250000 Penalty: 12003.385742
	Iteration 97Q: 3 clusters Score -3997341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3997345.250000 Penalty: 12003.385742
	Iteration 98Q: 3 clusters Score -3997345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3997340.500000 Penalty: 12003.385742
	Iteration 99Q: 3 clusters Score -3997340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3997341.250000 Penalty: 12003.385742
	Iteration 100F: 3 clusters Score -3997341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3997339.750000 Penalty: 12003.385742
	Iteration 101Q: 3 clusters Score -3997340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3997343.000000 Penalty: 12003.385742
	Iteration 102Q: 3 clusters Score -3997343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3997343.000000 Penalty: 12003.385742
	Iteration 103F: 3 clusters Score -3997343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Entering Unmasked Estep 
Score: -5506459.500000 Penalty: 6175.820312
	Iteration 0F: 2 clusters Score -5506460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -5487491.500000 Penalty: 12351.640625
	Iteration 0F: 3 clusters Score -5487492 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -5492670.500000 Penalty: 12351.640625
	Iteration 1F: 3 clusters Score -5492670 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -5493307.000000 Penalty: 12351.640625
	Iteration 2F: 3 clusters Score -5493307 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -5493730.000000 Penalty: 12351.640625
	Iteration 3Q: 3 clusters Score -5493730 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5494040.000000 Penalty: 12351.640625
	Iteration 4Q: 3 clusters Score -5494040 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -5494288.500000 Penalty: 12351.640625
	Iteration 5Q: 3 clusters Score -5494288 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -5494504.000000 Penalty: 12351.640625
	Iteration 6Q: 3 clusters Score -5494504 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -5494669.000000 Penalty: 12351.640625
	Iteration 7Q: 3 clusters Score -5494669 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -5494897.000000 Penalty: 12351.640625
	Iteration 8Q: 3 clusters Score -5494897 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -5495094.500000 Penalty: 12351.640625
	Iteration 9Q: 3 clusters Score -5495094 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -5495332.000000 Penalty: 12351.640625
	Iteration 10Q: 3 clusters Score -5495332 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -5495610.500000 Penalty: 12351.640625
	Iteration 11Q: 3 clusters Score -5495610 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -5496039.500000 Penalty: 12351.640625
	Iteration 12Q: 3 clusters Score -5496040 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -5496462.500000 Penalty: 12351.640625
	Iteration 13Q: 3 clusters Score -5496462 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -5497016.500000 Penalty: 12351.640625
	Iteration 14Q: 3 clusters Score -5497016 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -5497600.000000 Penalty: 12351.640625
	Iteration 15Q: 3 clusters Score -5497600 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -5498194.500000 Penalty: 12351.640625
	Iteration 16Q: 3 clusters Score -5498194 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -5498840.500000 Penalty: 12351.640625
	Iteration 17Q: 3 clusters Score -5498840 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -5499407.000000 Penalty: 12351.640625
	Iteration 18Q: 3 clusters Score -5499407 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5499806.000000 Penalty: 12351.640625
	Iteration 19Q: 3 clusters Score -5499806 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -5500141.500000 Penalty: 12351.640625
	Iteration 20F: 3 clusters Score -5500142 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5500352.000000 Penalty: 12351.640625
	Iteration 21Q: 3 clusters Score -5500352 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -5500560.000000 Penalty: 12351.640625
	Iteration 22Q: 3 clusters Score -5500560 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5500688.000000 Penalty: 12351.640625
	Iteration 23Q: 3 clusters Score -5500688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -5500787.000000 Penalty: 12351.640625
	Iteration 24Q: 3 clusters Score -5500787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5500848.500000 Penalty: 12351.640625
	Iteration 25Q: 3 clusters Score -5500848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -5500903.500000 Penalty: 12351.640625
	Iteration 26Q: 3 clusters Score -5500904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -5500934.000000 Penalty: 12351.640625
	Iteration 27Q: 3 clusters Score -5500934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -5500965.000000 Penalty: 12351.640625
	Iteration 28Q: 3 clusters Score -5500965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5500991.500000 Penalty: 12351.640625
	Iteration 29Q: 3 clusters Score -5500992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -5501007.500000 Penalty: 12351.640625
	Iteration 30Q: 3 clusters Score -5501008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -5501025.000000 Penalty: 12351.640625
	Iteration 31Q: 3 clusters Score -5501025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5501043.000000 Penalty: 12351.640625
	Iteration 32Q: 3 clusters Score -5501043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -5501061.000000 Penalty: 12351.640625
	Iteration 33Q: 3 clusters Score -5501061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5501087.000000 Penalty: 12351.640625
	Iteration 34Q: 3 clusters Score -5501087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -5501102.500000 Penalty: 12351.640625
	Iteration 35Q: 3 clusters Score -5501102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -5501111.000000 Penalty: 12351.640625
	Iteration 36Q: 3 clusters Score -5501111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -5501124.000000 Penalty: 12351.640625
	Iteration 37Q: 3 clusters Score -5501124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5501119.500000 Penalty: 12351.640625
	Iteration 38Q: 3 clusters Score -5501120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5501124.000000 Penalty: 12351.640625
	Iteration 39Q: 3 clusters Score -5501124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5501129.500000 Penalty: 12351.640625
	Iteration 40F: 3 clusters Score -5501130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -5501132.000000 Penalty: 12351.640625
	Iteration 41Q: 3 clusters Score -5501132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5501125.000000 Penalty: 12351.640625
	Iteration 42Q: 3 clusters Score -5501125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5501125.000000 Penalty: 12351.640625
	Iteration 43F: 3 clusters Score -5501125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (122599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122599 members 
Entering Unmasked Estep 
Score: -28253406.000000 Penalty: 7176.462891
	Iteration 0F: 2 clusters Score -2.825341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -28173120.000000 Penalty: 14352.925781
	Iteration 0F: 3 clusters Score -2.817312e+07 nChanged 56154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -28204712.000000 Penalty: 14352.925781
	Iteration 1F: 3 clusters Score -2.820471e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -28206908.000000 Penalty: 14352.925781
	Iteration 2Q: 3 clusters Score -2.820691e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -28209882.000000 Penalty: 14352.925781
	Iteration 3Q: 3 clusters Score -2.820988e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -28212784.000000 Penalty: 14352.925781
	Iteration 4Q: 3 clusters Score -2.821278e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -28215118.000000 Penalty: 14352.925781
	Iteration 5Q: 3 clusters Score -2.821512e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -28217380.000000 Penalty: 14352.925781
	Iteration 6Q: 3 clusters Score -2.821738e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -28219920.000000 Penalty: 14352.925781
	Iteration 7Q: 3 clusters Score -2.821992e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -28222560.000000 Penalty: 14352.925781
	Iteration 8Q: 3 clusters Score -2.822256e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -28225506.000000 Penalty: 14352.925781
	Iteration 9Q: 3 clusters Score -2.822551e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -28228614.000000 Penalty: 14352.925781
	Iteration 10Q: 3 clusters Score -2.822861e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -28231860.000000 Penalty: 14352.925781
	Iteration 11Q: 3 clusters Score -2.823186e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -28234766.000000 Penalty: 14352.925781
	Iteration 12Q: 3 clusters Score -2.823477e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -28236898.000000 Penalty: 14352.925781
	Iteration 13Q: 3 clusters Score -2.82369e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -28238334.000000 Penalty: 14352.925781
	Iteration 14Q: 3 clusters Score -2.823833e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -28239366.000000 Penalty: 14352.925781
	Iteration 15Q: 3 clusters Score -2.823937e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -28240168.000000 Penalty: 14352.925781
	Iteration 16Q: 3 clusters Score -2.824017e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -28240850.000000 Penalty: 14352.925781
	Iteration 17Q: 3 clusters Score -2.824085e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -28241452.000000 Penalty: 14352.925781
	Iteration 18Q: 3 clusters Score -2.824145e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -28242222.000000 Penalty: 14352.925781
	Iteration 19Q: 3 clusters Score -2.824222e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -28242680.000000 Penalty: 14352.925781
	Iteration 20F: 3 clusters Score -2.824268e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 95942 members 
Entering Unmasked Estep 
Score: -28243314.000000 Penalty: 14352.925781
	Iteration 21Q: 3 clusters Score -2.824331e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -28243906.000000 Penalty: 14352.925781
	Iteration 22Q: 3 clusters Score -2.824391e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -28244428.000000 Penalty: 14352.925781
	Iteration 23Q: 3 clusters Score -2.824443e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 100260 members 
Entering Unmasked Estep 
Score: -28244906.000000 Penalty: 14352.925781
	Iteration 24Q: 3 clusters Score -2.824491e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -28245340.000000 Penalty: 14352.925781
	Iteration 25Q: 3 clusters Score -2.824534e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 102920 members 
Entering Unmasked Estep 
Score: -28245762.000000 Penalty: 14352.925781
	Iteration 26Q: 3 clusters Score -2.824576e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 104202 members 
Entering Unmasked Estep 
Score: -28246222.000000 Penalty: 14352.925781
	Iteration 27Q: 3 clusters Score -2.824622e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -28246586.000000 Penalty: 14352.925781
	Iteration 28Q: 3 clusters Score -2.824659e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -28247070.000000 Penalty: 14352.925781
	Iteration 29Q: 3 clusters Score -2.824707e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 107854 members 
Entering Unmasked Estep 
Score: -28247486.000000 Penalty: 14352.925781
	Iteration 30Q: 3 clusters Score -2.824749e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -28248086.000000 Penalty: 14352.925781
	Iteration 31Q: 3 clusters Score -2.824809e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 110062 members 
Entering Unmasked Estep 
Score: -28248644.000000 Penalty: 14352.925781
	Iteration 32Q: 3 clusters Score -2.824864e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 111073 members 
Entering Unmasked Estep 
Score: -28249028.000000 Penalty: 14352.925781
	Iteration 33Q: 3 clusters Score -2.824903e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 111988 members 
Entering Unmasked Estep 
Score: -28249500.000000 Penalty: 14352.925781
	Iteration 34Q: 3 clusters Score -2.82495e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 112801 members 
Entering Unmasked Estep 
Score: -28250068.000000 Penalty: 14352.925781
	Iteration 35Q: 3 clusters Score -2.825007e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 113538 members 
Entering Unmasked Estep 
Score: -28250448.000000 Penalty: 14352.925781
	Iteration 36Q: 3 clusters Score -2.825045e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 114146 members 
Entering Unmasked Estep 
Score: -28250780.000000 Penalty: 14352.925781
	Iteration 37Q: 3 clusters Score -2.825078e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 114722 members 
Entering Unmasked Estep 
Score: -28251324.000000 Penalty: 14352.925781
	Iteration 38Q: 3 clusters Score -2.825132e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 115177 members 
Entering Unmasked Estep 
Score: -28251720.000000 Penalty: 14352.925781
	Iteration 39Q: 3 clusters Score -2.825172e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 115483 members 
Entering Unmasked Estep 
Score: -28251956.000000 Penalty: 14352.925781
	Iteration 40F: 3 clusters Score -2.825196e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 115687 members 
Entering Unmasked Estep 
Score: -28252072.000000 Penalty: 14352.925781
	Iteration 41Q: 3 clusters Score -2.825207e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 115830 members 
Entering Unmasked Estep 
Score: -28252126.000000 Penalty: 14352.925781
	Iteration 42Q: 3 clusters Score -2.825213e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 115926 members 
Entering Unmasked Estep 
Score: -28252126.000000 Penalty: 14352.925781
	Iteration 43Q: 3 clusters Score -2.825213e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 115991 members 
Entering Unmasked Estep 
Score: -28252156.000000 Penalty: 14352.925781
	Iteration 44Q: 3 clusters Score -2.825216e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 116027 members 
Entering Unmasked Estep 
Score: -28252156.000000 Penalty: 14352.925781
	Iteration 45Q: 3 clusters Score -2.825216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -28252170.000000 Penalty: 14352.925781
	Iteration 46Q: 3 clusters Score -2.825217e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 116072 members 
Entering Unmasked Estep 
Score: -28252196.000000 Penalty: 14352.925781
	Iteration 47Q: 3 clusters Score -2.82522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 116079 members 
Entering Unmasked Estep 
Score: -28252192.000000 Penalty: 14352.925781
	Iteration 48Q: 3 clusters Score -2.825219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 116084 members 
Entering Unmasked Estep 
Score: -28252226.000000 Penalty: 14352.925781
	Iteration 49Q: 3 clusters Score -2.825223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 116086 members 
Entering Unmasked Estep 
Score: -28252200.000000 Penalty: 14352.925781
	Iteration 50Q: 3 clusters Score -2.82522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 116091 members 
Entering Unmasked Estep 
Score: -28252214.000000 Penalty: 14352.925781
	Iteration 51Q: 3 clusters Score -2.825221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
Score: -28252196.000000 Penalty: 14352.925781
	Iteration 52Q: 3 clusters Score -2.82522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
Score: -28252186.000000 Penalty: 14352.925781
	Iteration 53Q: 3 clusters Score -2.825219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 116095 members 
Entering Unmasked Estep 
Score: -28252200.000000 Penalty: 14352.925781
	Iteration 54Q: 3 clusters Score -2.82522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 116097 members 
Entering Unmasked Estep 
Score: -28252192.000000 Penalty: 14352.925781
	Iteration 55Q: 3 clusters Score -2.825219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 116097 members 
Entering Unmasked Estep 
Score: -28252192.000000 Penalty: 14352.925781
	Iteration 56F: 3 clusters Score -2.825219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Entering Unmasked Estep 
Score: -2950976.500000 Penalty: 5800.852539
	Iteration 0F: 2 clusters Score -2950976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2938763.750000 Penalty: 11601.705078
	Iteration 0F: 3 clusters Score -2938764 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2941517.000000 Penalty: 11601.705078
	Iteration 1F: 3 clusters Score -2941517 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2942073.000000 Penalty: 11601.705078
	Iteration 2F: 3 clusters Score -2942073 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2942424.750000 Penalty: 11601.705078
	Iteration 3F: 3 clusters Score -2942425 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2942700.250000 Penalty: 11601.705078
	Iteration 4Q: 3 clusters Score -2942700 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2942893.750000 Penalty: 11601.705078
	Iteration 5Q: 3 clusters Score -2942894 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2943053.250000 Penalty: 11601.705078
	Iteration 6Q: 3 clusters Score -2943053 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2943160.000000 Penalty: 11601.705078
	Iteration 7Q: 3 clusters Score -2943160 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2943250.000000 Penalty: 11601.705078
	Iteration 8Q: 3 clusters Score -2943250 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2943322.500000 Penalty: 11601.705078
	Iteration 9Q: 3 clusters Score -2943322 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2943404.750000 Penalty: 11601.705078
	Iteration 10Q: 3 clusters Score -2943405 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2943458.250000 Penalty: 11601.705078
	Iteration 11Q: 3 clusters Score -2943458 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2943518.000000 Penalty: 11601.705078
	Iteration 12Q: 3 clusters Score -2943518 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2943592.750000 Penalty: 11601.705078
	Iteration 13Q: 3 clusters Score -2943593 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2943657.750000 Penalty: 11601.705078
	Iteration 14Q: 3 clusters Score -2943658 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2943728.000000 Penalty: 11601.705078
	Iteration 15Q: 3 clusters Score -2943728 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2943782.500000 Penalty: 11601.705078
	Iteration 16Q: 3 clusters Score -2943782 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2943839.250000 Penalty: 11601.705078
	Iteration 17Q: 3 clusters Score -2943839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2943904.250000 Penalty: 11601.705078
	Iteration 18Q: 3 clusters Score -2943904 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2943969.750000 Penalty: 11601.705078
	Iteration 19Q: 3 clusters Score -2943970 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2944019.750000 Penalty: 11601.705078
	Iteration 20F: 3 clusters Score -2944020 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2944083.750000 Penalty: 11601.705078
	Iteration 21Q: 3 clusters Score -2944084 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2944129.500000 Penalty: 11601.705078
	Iteration 22Q: 3 clusters Score -2944130 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2944180.250000 Penalty: 11601.705078
	Iteration 23Q: 3 clusters Score -2944180 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2944235.500000 Penalty: 11601.705078
	Iteration 24Q: 3 clusters Score -2944236 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2944286.500000 Penalty: 11601.705078
	Iteration 25Q: 3 clusters Score -2944286 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2944351.000000 Penalty: 11601.705078
	Iteration 26Q: 3 clusters Score -2944351 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2944407.750000 Penalty: 11601.705078
	Iteration 27Q: 3 clusters Score -2944408 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2944475.250000 Penalty: 11601.705078
	Iteration 28Q: 3 clusters Score -2944475 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2944541.250000 Penalty: 11601.705078
	Iteration 29Q: 3 clusters Score -2944541 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2944617.500000 Penalty: 11601.705078
	Iteration 30Q: 3 clusters Score -2944618 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2944673.000000 Penalty: 11601.705078
	Iteration 31Q: 3 clusters Score -2944673 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2944726.000000 Penalty: 11601.705078
	Iteration 32Q: 3 clusters Score -2944726 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2944811.250000 Penalty: 11601.705078
	Iteration 33Q: 3 clusters Score -2944811 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2944866.250000 Penalty: 11601.705078
	Iteration 34Q: 3 clusters Score -2944866 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2944942.250000 Penalty: 11601.705078
	Iteration 35Q: 3 clusters Score -2944942 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2945041.250000 Penalty: 11601.705078
	Iteration 36Q: 3 clusters Score -2945041 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2945108.250000 Penalty: 11601.705078
	Iteration 37Q: 3 clusters Score -2945108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2945171.250000 Penalty: 11601.705078
	Iteration 38Q: 3 clusters Score -2945171 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2945221.000000 Penalty: 11601.705078
	Iteration 39Q: 3 clusters Score -2945221 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2945270.750000 Penalty: 11601.705078
	Iteration 40F: 3 clusters Score -2945271 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2945338.000000 Penalty: 11601.705078
	Iteration 41Q: 3 clusters Score -2945338 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2945388.750000 Penalty: 11601.705078
	Iteration 42Q: 3 clusters Score -2945389 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2945442.000000 Penalty: 11601.705078
	Iteration 43Q: 3 clusters Score -2945442 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2945498.000000 Penalty: 11601.705078
	Iteration 44Q: 3 clusters Score -2945498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2945548.500000 Penalty: 11601.705078
	Iteration 45Q: 3 clusters Score -2945548 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2945607.000000 Penalty: 11601.705078
	Iteration 46Q: 3 clusters Score -2945607 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2945654.750000 Penalty: 11601.705078
	Iteration 47Q: 3 clusters Score -2945655 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2945700.000000 Penalty: 11601.705078
	Iteration 48Q: 3 clusters Score -2945700 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2945743.250000 Penalty: 11601.705078
	Iteration 49Q: 3 clusters Score -2945743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2945792.000000 Penalty: 11601.705078
	Iteration 50Q: 3 clusters Score -2945792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2945821.500000 Penalty: 11601.705078
	Iteration 51Q: 3 clusters Score -2945822 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2945885.000000 Penalty: 11601.705078
	Iteration 52Q: 3 clusters Score -2945885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2945922.500000 Penalty: 11601.705078
	Iteration 53Q: 3 clusters Score -2945922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2945968.750000 Penalty: 11601.705078
	Iteration 54Q: 3 clusters Score -2945969 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2946021.000000 Penalty: 11601.705078
	Iteration 55Q: 3 clusters Score -2946021 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2946074.500000 Penalty: 11601.705078
	Iteration 56Q: 3 clusters Score -2946074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2946126.000000 Penalty: 11601.705078
	Iteration 57Q: 3 clusters Score -2946126 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2946160.000000 Penalty: 11601.705078
	Iteration 58Q: 3 clusters Score -2946160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2946197.500000 Penalty: 11601.705078
	Iteration 59Q: 3 clusters Score -2946198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2946232.500000 Penalty: 11601.705078
	Iteration 60F: 3 clusters Score -2946232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2946260.750000 Penalty: 11601.705078
	Iteration 61Q: 3 clusters Score -2946261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2946269.500000 Penalty: 11601.705078
	Iteration 62Q: 3 clusters Score -2946270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2946282.750000 Penalty: 11601.705078
	Iteration 63Q: 3 clusters Score -2946283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2946289.000000 Penalty: 11601.705078
	Iteration 64Q: 3 clusters Score -2946289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2946295.750000 Penalty: 11601.705078
	Iteration 65Q: 3 clusters Score -2946296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2946303.500000 Penalty: 11601.705078
	Iteration 66Q: 3 clusters Score -2946304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2946313.250000 Penalty: 11601.705078
	Iteration 67Q: 3 clusters Score -2946313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2946316.000000 Penalty: 11601.705078
	Iteration 68Q: 3 clusters Score -2946316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2946318.000000 Penalty: 11601.705078
	Iteration 69Q: 3 clusters Score -2946318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2946317.000000 Penalty: 11601.705078
	Iteration 70Q: 3 clusters Score -2946317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2946325.000000 Penalty: 11601.705078
	Iteration 71Q: 3 clusters Score -2946325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2946329.750000 Penalty: 11601.705078
	Iteration 72Q: 3 clusters Score -2946330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2946333.250000 Penalty: 11601.705078
	Iteration 73Q: 3 clusters Score -2946333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2946339.250000 Penalty: 11601.705078
	Iteration 74Q: 3 clusters Score -2946339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2946334.500000 Penalty: 11601.705078
	Iteration 75Q: 3 clusters Score -2946334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2946332.250000 Penalty: 11601.705078
	Iteration 76Q: 3 clusters Score -2946332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2946334.250000 Penalty: 11601.705078
	Iteration 77Q: 3 clusters Score -2946334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2946334.250000 Penalty: 11601.705078
	Iteration 78Q: 3 clusters Score -2946334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2946337.000000 Penalty: 11601.705078
	Iteration 79Q: 3 clusters Score -2946337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2946338.250000 Penalty: 11601.705078
	Iteration 80F: 3 clusters Score -2946338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2946340.750000 Penalty: 11601.705078
	Iteration 81Q: 3 clusters Score -2946341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2946337.750000 Penalty: 11601.705078
	Iteration 82Q: 3 clusters Score -2946338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2946336.500000 Penalty: 11601.705078
	Iteration 83Q: 3 clusters Score -2946336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2946336.500000 Penalty: 11601.705078
	Iteration 84F: 3 clusters Score -2946336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (94814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94814 members 
Entering Unmasked Estep 
Score: -21843606.000000 Penalty: 7019.049316
	Iteration 0F: 2 clusters Score -2.184361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -21779796.000000 Penalty: 14038.098633
	Iteration 0F: 3 clusters Score -2.17798e+07 nChanged 43390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -21803306.000000 Penalty: 14038.098633
	Iteration 1F: 3 clusters Score -2.180331e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -21804240.000000 Penalty: 14038.098633
	Iteration 2Q: 3 clusters Score -2.180424e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -21804948.000000 Penalty: 14038.098633
	Iteration 3Q: 3 clusters Score -2.180495e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -21805748.000000 Penalty: 14038.098633
	Iteration 4Q: 3 clusters Score -2.180575e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -21806530.000000 Penalty: 14038.098633
	Iteration 5Q: 3 clusters Score -2.180653e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -21807316.000000 Penalty: 14038.098633
	Iteration 6Q: 3 clusters Score -2.180732e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -21808186.000000 Penalty: 14038.098633
	Iteration 7Q: 3 clusters Score -2.180819e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -21808954.000000 Penalty: 14038.098633
	Iteration 8Q: 3 clusters Score -2.180895e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -21810372.000000 Penalty: 14038.098633
	Iteration 9Q: 3 clusters Score -2.181037e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -21812220.000000 Penalty: 14038.098633
	Iteration 10Q: 3 clusters Score -2.181222e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -21815028.000000 Penalty: 14038.098633
	Iteration 11F: 3 clusters Score -2.181503e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -21818648.000000 Penalty: 14038.098633
	Iteration 12F: 3 clusters Score -2.181865e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -21822788.000000 Penalty: 14038.098633
	Iteration 13F: 3 clusters Score -2.182279e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -21826988.000000 Penalty: 14038.098633
	Iteration 14F: 3 clusters Score -2.182699e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -21830586.000000 Penalty: 14038.098633
	Iteration 15Q: 3 clusters Score -2.183059e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -21833208.000000 Penalty: 14038.098633
	Iteration 16Q: 3 clusters Score -2.183321e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -21835024.000000 Penalty: 14038.098633
	Iteration 17Q: 3 clusters Score -2.183502e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -21836160.000000 Penalty: 14038.098633
	Iteration 18Q: 3 clusters Score -2.183616e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -21836734.000000 Penalty: 14038.098633
	Iteration 19Q: 3 clusters Score -2.183673e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -21837128.000000 Penalty: 14038.098633
	Iteration 20F: 3 clusters Score -2.183713e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -21837340.000000 Penalty: 14038.098633
	Iteration 21Q: 3 clusters Score -2.183734e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 92871 members 
Entering Unmasked Estep 
Score: -21837470.000000 Penalty: 14038.098633
	Iteration 22Q: 3 clusters Score -2.183747e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -21837578.000000 Penalty: 14038.098633
	Iteration 23Q: 3 clusters Score -2.183758e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -21837636.000000 Penalty: 14038.098633
	Iteration 24Q: 3 clusters Score -2.183764e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -21837678.000000 Penalty: 14038.098633
	Iteration 25Q: 3 clusters Score -2.183768e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -21837716.000000 Penalty: 14038.098633
	Iteration 26Q: 3 clusters Score -2.183772e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -21837752.000000 Penalty: 14038.098633
	Iteration 27Q: 3 clusters Score -2.183775e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -21837748.000000 Penalty: 14038.098633
	Iteration 28Q: 3 clusters Score -2.183775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 93144 members 
Entering Unmasked Estep 
Score: -21837782.000000 Penalty: 14038.098633
	Iteration 29Q: 3 clusters Score -2.183778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -21837800.000000 Penalty: 14038.098633
	Iteration 30Q: 3 clusters Score -2.18378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -21837818.000000 Penalty: 14038.098633
	Iteration 31Q: 3 clusters Score -2.183782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -21837796.000000 Penalty: 14038.098633
	Iteration 32Q: 3 clusters Score -2.18378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -21837806.000000 Penalty: 14038.098633
	Iteration 33Q: 3 clusters Score -2.183781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -21837810.000000 Penalty: 14038.098633
	Iteration 34Q: 3 clusters Score -2.183781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -21837804.000000 Penalty: 14038.098633
	Iteration 35Q: 3 clusters Score -2.18378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -21837804.000000 Penalty: 14038.098633
	Iteration 36Q: 3 clusters Score -2.18378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -21837820.000000 Penalty: 14038.098633
	Iteration 37Q: 3 clusters Score -2.183782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -21837812.000000 Penalty: 14038.098633
	Iteration 38Q: 3 clusters Score -2.183781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -21837824.000000 Penalty: 14038.098633
	Iteration 39Q: 3 clusters Score -2.183782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -21837846.000000 Penalty: 14038.098633
	Iteration 40F: 3 clusters Score -2.183785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -21837834.000000 Penalty: 14038.098633
	Iteration 41Q: 3 clusters Score -2.183783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -21837824.000000 Penalty: 14038.098633
	Iteration 42Q: 3 clusters Score -2.183782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -21837826.000000 Penalty: 14038.098633
	Iteration 43Q: 3 clusters Score -2.183783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 93213 members 
Entering Unmasked Estep 
Score: -21837818.000000 Penalty: 14038.098633
	Iteration 44Q: 3 clusters Score -2.183782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -21837814.000000 Penalty: 14038.098633
	Iteration 45Q: 3 clusters Score -2.183781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -21837820.000000 Penalty: 14038.098633
	Iteration 46Q: 3 clusters Score -2.183782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -21837832.000000 Penalty: 14038.098633
	Iteration 47Q: 3 clusters Score -2.183783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -21837822.000000 Penalty: 14038.098633
	Iteration 48Q: 3 clusters Score -2.183782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -21837848.000000 Penalty: 14038.098633
	Iteration 49Q: 3 clusters Score -2.183785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -21837846.000000 Penalty: 14038.098633
	Iteration 50Q: 3 clusters Score -2.183785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -21837848.000000 Penalty: 14038.098633
	Iteration 51Q: 3 clusters Score -2.183785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -21837850.000000 Penalty: 14038.098633
	Iteration 52Q: 3 clusters Score -2.183785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -21837856.000000 Penalty: 14038.098633
	Iteration 53Q: 3 clusters Score -2.183786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -21837856.000000 Penalty: 14038.098633
	Iteration 54Q: 3 clusters Score -2.183786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
Score: -21837868.000000 Penalty: 14038.098633
	Iteration 55Q: 3 clusters Score -2.183787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 93249 members 
Entering Unmasked Estep 
Score: -21837878.000000 Penalty: 14038.098633
	Iteration 56Q: 3 clusters Score -2.183788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 93251 members 
Entering Unmasked Estep 
Score: -21837870.000000 Penalty: 14038.098633
	Iteration 57Q: 3 clusters Score -2.183787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 93256 members 
Entering Unmasked Estep 
Score: -21837892.000000 Penalty: 14038.098633
	Iteration 58Q: 3 clusters Score -2.183789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -21837884.000000 Penalty: 14038.098633
	Iteration 59Q: 3 clusters Score -2.183788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -21837906.000000 Penalty: 14038.098633
	Iteration 60F: 3 clusters Score -2.183791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -21837894.000000 Penalty: 14038.098633
	Iteration 61Q: 3 clusters Score -2.183789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -21837892.000000 Penalty: 14038.098633
	Iteration 62Q: 3 clusters Score -2.183789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -21837894.000000 Penalty: 14038.098633
	Iteration 63Q: 3 clusters Score -2.183789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -21837890.000000 Penalty: 14038.098633
	Iteration 64Q: 3 clusters Score -2.183789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -21837902.000000 Penalty: 14038.098633
	Iteration 65Q: 3 clusters Score -2.18379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -21837918.000000 Penalty: 14038.098633
	Iteration 66Q: 3 clusters Score -2.183792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 93285 members 
Entering Unmasked Estep 
Score: -21837912.000000 Penalty: 14038.098633
	Iteration 67Q: 3 clusters Score -2.183791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -21837906.000000 Penalty: 14038.098633
	Iteration 68Q: 3 clusters Score -2.183791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -21837928.000000 Penalty: 14038.098633
	Iteration 69Q: 3 clusters Score -2.183793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 93300 members 
Entering Unmasked Estep 
Score: -21837914.000000 Penalty: 14038.098633
	Iteration 70Q: 3 clusters Score -2.183791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -21837922.000000 Penalty: 14038.098633
	Iteration 71Q: 3 clusters Score -2.183792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -21837934.000000 Penalty: 14038.098633
	Iteration 72Q: 3 clusters Score -2.183793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 93303 members 
Entering Unmasked Estep 
Score: -21837924.000000 Penalty: 14038.098633
	Iteration 73Q: 3 clusters Score -2.183792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -21837926.000000 Penalty: 14038.098633
	Iteration 74Q: 3 clusters Score -2.183793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 93303 members 
Entering Unmasked Estep 
Score: -21837920.000000 Penalty: 14038.098633
	Iteration 75Q: 3 clusters Score -2.183792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 93306 members 
Entering Unmasked Estep 
Score: -21837920.000000 Penalty: 14038.098633
	Iteration 76Q: 3 clusters Score -2.183792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -21837920.000000 Penalty: 14038.098633
	Iteration 77Q: 3 clusters Score -2.183792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -21837914.000000 Penalty: 14038.098633
	Iteration 78Q: 3 clusters Score -2.183791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -21837932.000000 Penalty: 14038.098633
	Iteration 79Q: 3 clusters Score -2.183793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
Score: -21837918.000000 Penalty: 14038.098633
	Iteration 80F: 3 clusters Score -2.183792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -21837936.000000 Penalty: 14038.098633
	Iteration 81Q: 3 clusters Score -2.183794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -21837928.000000 Penalty: 14038.098633
	Iteration 82Q: 3 clusters Score -2.183793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -21837928.000000 Penalty: 14038.098633
	Iteration 83Q: 3 clusters Score -2.183793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -21837928.000000 Penalty: 14038.098633
	Iteration 84F: 3 clusters Score -2.183793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Entering Unmasked Estep 
Score: -7689578.000000 Penalty: 6386.303223
	Iteration 0F: 2 clusters Score -7689578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -7664310.500000 Penalty: 12772.606445
	Iteration 0F: 3 clusters Score -7664310 nChanged 14357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -7671900.500000 Penalty: 12772.606445
	Iteration 1F: 3 clusters Score -7671900 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -7672639.000000 Penalty: 12772.606445
	Iteration 2F: 3 clusters Score -7672639 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -7673182.000000 Penalty: 12772.606445
	Iteration 3Q: 3 clusters Score -7673182 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -7673655.500000 Penalty: 12772.606445
	Iteration 4Q: 3 clusters Score -7673656 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -7674009.500000 Penalty: 12772.606445
	Iteration 5Q: 3 clusters Score -7674010 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -7674286.000000 Penalty: 12772.606445
	Iteration 6Q: 3 clusters Score -7674286 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -7674676.000000 Penalty: 12772.606445
	Iteration 7Q: 3 clusters Score -7674676 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -7675078.000000 Penalty: 12772.606445
	Iteration 8Q: 3 clusters Score -7675078 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -7675651.000000 Penalty: 12772.606445
	Iteration 9Q: 3 clusters Score -7675651 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -7676392.500000 Penalty: 12772.606445
	Iteration 10Q: 3 clusters Score -7676392 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -7677449.000000 Penalty: 12772.606445
	Iteration 11Q: 3 clusters Score -7677449 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -7678635.500000 Penalty: 12772.606445
	Iteration 12F: 3 clusters Score -7678636 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -7680022.500000 Penalty: 12772.606445
	Iteration 13Q: 3 clusters Score -7680022 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -7681271.000000 Penalty: 12772.606445
	Iteration 14Q: 3 clusters Score -7681271 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -7682245.000000 Penalty: 12772.606445
	Iteration 15Q: 3 clusters Score -7682245 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -7682872.000000 Penalty: 12772.606445
	Iteration 16Q: 3 clusters Score -7682872 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -7683210.500000 Penalty: 12772.606445
	Iteration 17Q: 3 clusters Score -7683210 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -7683464.500000 Penalty: 12772.606445
	Iteration 18Q: 3 clusters Score -7683464 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -7683615.000000 Penalty: 12772.606445
	Iteration 19Q: 3 clusters Score -7683615 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -7683698.000000 Penalty: 12772.606445
	Iteration 20F: 3 clusters Score -7683698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -7683758.000000 Penalty: 12772.606445
	Iteration 21Q: 3 clusters Score -7683758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -7683805.000000 Penalty: 12772.606445
	Iteration 22Q: 3 clusters Score -7683805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -7683841.000000 Penalty: 12772.606445
	Iteration 23Q: 3 clusters Score -7683841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -7683861.000000 Penalty: 12772.606445
	Iteration 24Q: 3 clusters Score -7683861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -7683881.500000 Penalty: 12772.606445
	Iteration 25Q: 3 clusters Score -7683882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -7683886.000000 Penalty: 12772.606445
	Iteration 26Q: 3 clusters Score -7683886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -7683901.000000 Penalty: 12772.606445
	Iteration 27Q: 3 clusters Score -7683901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -7683917.500000 Penalty: 12772.606445
	Iteration 28Q: 3 clusters Score -7683918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -7683923.500000 Penalty: 12772.606445
	Iteration 29Q: 3 clusters Score -7683924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -7683932.500000 Penalty: 12772.606445
	Iteration 30Q: 3 clusters Score -7683932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -7683947.000000 Penalty: 12772.606445
	Iteration 31Q: 3 clusters Score -7683947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -7683944.500000 Penalty: 12772.606445
	Iteration 32Q: 3 clusters Score -7683944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -7683944.500000 Penalty: 12772.606445
	Iteration 33F: 3 clusters Score -7683944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Entering Unmasked Estep 
Score: -3760451.250000 Penalty: 5964.611328
	Iteration 0F: 2 clusters Score -3760451 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 8480 members 
Entering Unmasked Estep 
Score: -3745749.250000 Penalty: 11929.222656
	Iteration 0F: 3 clusters Score -3745749 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3749371.250000 Penalty: 11929.222656
	Iteration 1F: 3 clusters Score -3749371 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3749954.250000 Penalty: 11929.222656
	Iteration 2F: 3 clusters Score -3749954 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3750385.500000 Penalty: 11929.222656
	Iteration 3F: 3 clusters Score -3750386 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3750696.750000 Penalty: 11929.222656
	Iteration 4Q: 3 clusters Score -3750697 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -3750951.500000 Penalty: 11929.222656
	Iteration 5Q: 3 clusters Score -3750952 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3751150.000000 Penalty: 11929.222656
	Iteration 6Q: 3 clusters Score -3751150 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3751312.750000 Penalty: 11929.222656
	Iteration 7Q: 3 clusters Score -3751313 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3751511.500000 Penalty: 11929.222656
	Iteration 8Q: 3 clusters Score -3751512 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3751678.500000 Penalty: 11929.222656
	Iteration 9Q: 3 clusters Score -3751678 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3751858.500000 Penalty: 11929.222656
	Iteration 10Q: 3 clusters Score -3751858 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3752038.250000 Penalty: 11929.222656
	Iteration 11Q: 3 clusters Score -3752038 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3752223.500000 Penalty: 11929.222656
	Iteration 12Q: 3 clusters Score -3752224 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3752457.000000 Penalty: 11929.222656
	Iteration 13Q: 3 clusters Score -3752457 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3752746.000000 Penalty: 11929.222656
	Iteration 14Q: 3 clusters Score -3752746 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3753066.500000 Penalty: 11929.222656
	Iteration 15Q: 3 clusters Score -3753066 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3753437.250000 Penalty: 11929.222656
	Iteration 16Q: 3 clusters Score -3753437 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3753867.250000 Penalty: 11929.222656
	Iteration 17Q: 3 clusters Score -3753867 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3754343.750000 Penalty: 11929.222656
	Iteration 18Q: 3 clusters Score -3754344 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3754803.500000 Penalty: 11929.222656
	Iteration 19Q: 3 clusters Score -3754804 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3755221.500000 Penalty: 11929.222656
	Iteration 20F: 3 clusters Score -3755222 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3755594.500000 Penalty: 11929.222656
	Iteration 21Q: 3 clusters Score -3755594 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3755845.750000 Penalty: 11929.222656
	Iteration 22Q: 3 clusters Score -3755846 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3756064.750000 Penalty: 11929.222656
	Iteration 23Q: 3 clusters Score -3756065 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3756175.500000 Penalty: 11929.222656
	Iteration 24Q: 3 clusters Score -3756176 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3756275.750000 Penalty: 11929.222656
	Iteration 25Q: 3 clusters Score -3756276 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3756312.750000 Penalty: 11929.222656
	Iteration 26Q: 3 clusters Score -3756313 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3756354.500000 Penalty: 11929.222656
	Iteration 27Q: 3 clusters Score -3756354 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3756401.000000 Penalty: 11929.222656
	Iteration 28Q: 3 clusters Score -3756401 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3756425.500000 Penalty: 11929.222656
	Iteration 29Q: 3 clusters Score -3756426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3756443.750000 Penalty: 11929.222656
	Iteration 30Q: 3 clusters Score -3756444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3756475.000000 Penalty: 11929.222656
	Iteration 31Q: 3 clusters Score -3756475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3756488.250000 Penalty: 11929.222656
	Iteration 32Q: 3 clusters Score -3756488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3756505.500000 Penalty: 11929.222656
	Iteration 33Q: 3 clusters Score -3756506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3756506.750000 Penalty: 11929.222656
	Iteration 34Q: 3 clusters Score -3756507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3756519.750000 Penalty: 11929.222656
	Iteration 35Q: 3 clusters Score -3756520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3756519.500000 Penalty: 11929.222656
	Iteration 36Q: 3 clusters Score -3756520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3756532.750000 Penalty: 11929.222656
	Iteration 37Q: 3 clusters Score -3756533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3756533.250000 Penalty: 11929.222656
	Iteration 38Q: 3 clusters Score -3756533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3756544.500000 Penalty: 11929.222656
	Iteration 39Q: 3 clusters Score -3756544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3756543.250000 Penalty: 11929.222656
	Iteration 40F: 3 clusters Score -3756543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3756539.000000 Penalty: 11929.222656
	Iteration 41Q: 3 clusters Score -3756539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3756542.750000 Penalty: 11929.222656
	Iteration 42Q: 3 clusters Score -3756543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3756552.250000 Penalty: 11929.222656
	Iteration 43Q: 3 clusters Score -3756552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3756551.250000 Penalty: 11929.222656
	Iteration 44Q: 3 clusters Score -3756551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3756547.250000 Penalty: 11929.222656
	Iteration 45Q: 3 clusters Score -3756547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3756549.750000 Penalty: 11929.222656
	Iteration 46Q: 3 clusters Score -3756550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3756554.250000 Penalty: 11929.222656
	Iteration 47Q: 3 clusters Score -3756554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3756557.000000 Penalty: 11929.222656
	Iteration 48Q: 3 clusters Score -3756557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3756555.000000 Penalty: 11929.222656
	Iteration 49Q: 3 clusters Score -3756555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3756559.750000 Penalty: 11929.222656
	Iteration 50Q: 3 clusters Score -3756560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3756559.250000 Penalty: 11929.222656
	Iteration 51Q: 3 clusters Score -3756559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3756571.250000 Penalty: 11929.222656
	Iteration 52Q: 3 clusters Score -3756571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3756569.000000 Penalty: 11929.222656
	Iteration 53Q: 3 clusters Score -3756569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3756574.500000 Penalty: 11929.222656
	Iteration 54Q: 3 clusters Score -3756574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3756572.750000 Penalty: 11929.222656
	Iteration 55Q: 3 clusters Score -3756573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3756571.250000 Penalty: 11929.222656
	Iteration 56Q: 3 clusters Score -3756571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3756577.750000 Penalty: 11929.222656
	Iteration 57Q: 3 clusters Score -3756578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3756578.000000 Penalty: 11929.222656
	Iteration 58Q: 3 clusters Score -3756578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3756573.000000 Penalty: 11929.222656
	Iteration 59Q: 3 clusters Score -3756573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3756576.250000 Penalty: 11929.222656
	Iteration 60F: 3 clusters Score -3756576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3756577.500000 Penalty: 11929.222656
	Iteration 61Q: 3 clusters Score -3756578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3756577.500000 Penalty: 11929.222656
	Iteration 62F: 3 clusters Score -3756578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Entering Unmasked Estep 
Score: -2528734.500000 Penalty: 5725.871582
	Iteration 0F: 2 clusters Score -2528734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2517661.250000 Penalty: 11451.743164
	Iteration 0F: 3 clusters Score -2517661 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2519993.000000 Penalty: 11451.743164
	Iteration 1F: 3 clusters Score -2519993 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2520464.250000 Penalty: 11451.743164
	Iteration 2F: 3 clusters Score -2520464 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2520717.250000 Penalty: 11451.743164
	Iteration 3Q: 3 clusters Score -2520717 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2520935.000000 Penalty: 11451.743164
	Iteration 4Q: 3 clusters Score -2520935 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2521116.250000 Penalty: 11451.743164
	Iteration 5Q: 3 clusters Score -2521116 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2521307.250000 Penalty: 11451.743164
	Iteration 6Q: 3 clusters Score -2521307 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2521476.000000 Penalty: 11451.743164
	Iteration 7Q: 3 clusters Score -2521476 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2521632.750000 Penalty: 11451.743164
	Iteration 8Q: 3 clusters Score -2521633 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2521843.250000 Penalty: 11451.743164
	Iteration 9Q: 3 clusters Score -2521843 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2522079.750000 Penalty: 11451.743164
	Iteration 10Q: 3 clusters Score -2522080 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2522350.250000 Penalty: 11451.743164
	Iteration 11Q: 3 clusters Score -2522350 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2522623.000000 Penalty: 11451.743164
	Iteration 12Q: 3 clusters Score -2522623 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2522942.750000 Penalty: 11451.743164
	Iteration 13Q: 3 clusters Score -2522943 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2523256.500000 Penalty: 11451.743164
	Iteration 14Q: 3 clusters Score -2523256 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2523573.250000 Penalty: 11451.743164
	Iteration 15Q: 3 clusters Score -2523573 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2523844.500000 Penalty: 11451.743164
	Iteration 16Q: 3 clusters Score -2523844 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2524038.250000 Penalty: 11451.743164
	Iteration 17Q: 3 clusters Score -2524038 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2524216.500000 Penalty: 11451.743164
	Iteration 18Q: 3 clusters Score -2524216 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2524370.000000 Penalty: 11451.743164
	Iteration 19Q: 3 clusters Score -2524370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2524487.750000 Penalty: 11451.743164
	Iteration 20F: 3 clusters Score -2524488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2524580.000000 Penalty: 11451.743164
	Iteration 21Q: 3 clusters Score -2524580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2524638.250000 Penalty: 11451.743164
	Iteration 22Q: 3 clusters Score -2524638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2524677.750000 Penalty: 11451.743164
	Iteration 23Q: 3 clusters Score -2524678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2524722.000000 Penalty: 11451.743164
	Iteration 24Q: 3 clusters Score -2524722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2524745.500000 Penalty: 11451.743164
	Iteration 25Q: 3 clusters Score -2524746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2524757.250000 Penalty: 11451.743164
	Iteration 26Q: 3 clusters Score -2524757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2524766.000000 Penalty: 11451.743164
	Iteration 27Q: 3 clusters Score -2524766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2524791.000000 Penalty: 11451.743164
	Iteration 28Q: 3 clusters Score -2524791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2524806.000000 Penalty: 11451.743164
	Iteration 29Q: 3 clusters Score -2524806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2524809.500000 Penalty: 11451.743164
	Iteration 30Q: 3 clusters Score -2524810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2524816.250000 Penalty: 11451.743164
	Iteration 31Q: 3 clusters Score -2524816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2524819.750000 Penalty: 11451.743164
	Iteration 32Q: 3 clusters Score -2524820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2524819.750000 Penalty: 11451.743164
	Iteration 33F: 3 clusters Score -2524820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Entering Unmasked Estep 
Score: -10232064.000000 Penalty: 6592.750000
	Iteration 0F: 2 clusters Score -1.023206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -10198017.000000 Penalty: 13185.500000
	Iteration 0F: 3 clusters Score -1.019802e+07 nChanged 20825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -10209989.000000 Penalty: 13185.500000
	Iteration 1F: 3 clusters Score -1.020999e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -10211966.000000 Penalty: 13185.500000
	Iteration 2F: 3 clusters Score -1.021197e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -10214288.000000 Penalty: 13185.500000
	Iteration 3F: 3 clusters Score -1.021429e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -10217166.000000 Penalty: 13185.500000
	Iteration 4F: 3 clusters Score -1.021717e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -10219893.000000 Penalty: 13185.500000
	Iteration 5F: 3 clusters Score -1.021989e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -10222514.000000 Penalty: 13185.500000
	Iteration 6F: 3 clusters Score -1.022251e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -10224376.000000 Penalty: 13185.500000
	Iteration 7F: 3 clusters Score -1.022438e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -10225698.000000 Penalty: 13185.500000
	Iteration 8Q: 3 clusters Score -1.02257e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -10226542.000000 Penalty: 13185.500000
	Iteration 9Q: 3 clusters Score -1.022654e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -10227175.000000 Penalty: 13185.500000
	Iteration 10Q: 3 clusters Score -1.022718e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -10227627.000000 Penalty: 13185.500000
	Iteration 11Q: 3 clusters Score -1.022763e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -10227995.000000 Penalty: 13185.500000
	Iteration 12Q: 3 clusters Score -1.0228e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -10228339.000000 Penalty: 13185.500000
	Iteration 13Q: 3 clusters Score -1.022834e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -10228584.000000 Penalty: 13185.500000
	Iteration 14Q: 3 clusters Score -1.022858e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -10228777.000000 Penalty: 13185.500000
	Iteration 15Q: 3 clusters Score -1.022878e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -10228902.000000 Penalty: 13185.500000
	Iteration 16Q: 3 clusters Score -1.02289e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -10229022.000000 Penalty: 13185.500000
	Iteration 17Q: 3 clusters Score -1.022902e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -10229084.000000 Penalty: 13185.500000
	Iteration 18Q: 3 clusters Score -1.022908e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -10229153.000000 Penalty: 13185.500000
	Iteration 19Q: 3 clusters Score -1.022915e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -10229184.000000 Penalty: 13185.500000
	Iteration 20F: 3 clusters Score -1.022918e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -10229221.000000 Penalty: 13185.500000
	Iteration 21Q: 3 clusters Score -1.022922e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -10229226.000000 Penalty: 13185.500000
	Iteration 22Q: 3 clusters Score -1.022923e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -10229244.000000 Penalty: 13185.500000
	Iteration 23Q: 3 clusters Score -1.022924e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -10229286.000000 Penalty: 13185.500000
	Iteration 24Q: 3 clusters Score -1.022929e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -10229330.000000 Penalty: 13185.500000
	Iteration 25Q: 3 clusters Score -1.022933e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -10229358.000000 Penalty: 13185.500000
	Iteration 26Q: 3 clusters Score -1.022936e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -10229391.000000 Penalty: 13185.500000
	Iteration 27Q: 3 clusters Score -1.022939e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -10229425.000000 Penalty: 13185.500000
	Iteration 28Q: 3 clusters Score -1.022942e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -10229449.000000 Penalty: 13185.500000
	Iteration 29Q: 3 clusters Score -1.022945e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -10229500.000000 Penalty: 13185.500000
	Iteration 30Q: 3 clusters Score -1.02295e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -10229558.000000 Penalty: 13185.500000
	Iteration 31Q: 3 clusters Score -1.022956e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -10229604.000000 Penalty: 13185.500000
	Iteration 32Q: 3 clusters Score -1.02296e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -10229699.000000 Penalty: 13185.500000
	Iteration 33Q: 3 clusters Score -1.02297e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -10229726.000000 Penalty: 13185.500000
	Iteration 34Q: 3 clusters Score -1.022973e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -10229764.000000 Penalty: 13185.500000
	Iteration 35Q: 3 clusters Score -1.022976e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -10229812.000000 Penalty: 13185.500000
	Iteration 36Q: 3 clusters Score -1.022981e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -10229889.000000 Penalty: 13185.500000
	Iteration 37Q: 3 clusters Score -1.022989e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -10229969.000000 Penalty: 13185.500000
	Iteration 38Q: 3 clusters Score -1.022997e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -10230017.000000 Penalty: 13185.500000
	Iteration 39Q: 3 clusters Score -1.023002e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -10230071.000000 Penalty: 13185.500000
	Iteration 40F: 3 clusters Score -1.023007e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -10230087.000000 Penalty: 13185.500000
	Iteration 41Q: 3 clusters Score -1.023009e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -10230112.000000 Penalty: 13185.500000
	Iteration 42Q: 3 clusters Score -1.023011e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -10230191.000000 Penalty: 13185.500000
	Iteration 43Q: 3 clusters Score -1.023019e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -10230270.000000 Penalty: 13185.500000
	Iteration 44Q: 3 clusters Score -1.023027e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -10230331.000000 Penalty: 13185.500000
	Iteration 45Q: 3 clusters Score -1.023033e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -10230388.000000 Penalty: 13185.500000
	Iteration 46Q: 3 clusters Score -1.023039e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -10230436.000000 Penalty: 13185.500000
	Iteration 47Q: 3 clusters Score -1.023044e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -10230465.000000 Penalty: 13185.500000
	Iteration 48Q: 3 clusters Score -1.023046e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -10230496.000000 Penalty: 13185.500000
	Iteration 49Q: 3 clusters Score -1.02305e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -10230523.000000 Penalty: 13185.500000
	Iteration 50Q: 3 clusters Score -1.023052e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -10230545.000000 Penalty: 13185.500000
	Iteration 51Q: 3 clusters Score -1.023054e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -10230569.000000 Penalty: 13185.500000
	Iteration 52Q: 3 clusters Score -1.023057e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -10230576.000000 Penalty: 13185.500000
	Iteration 53Q: 3 clusters Score -1.023058e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -10230577.000000 Penalty: 13185.500000
	Iteration 54Q: 3 clusters Score -1.023058e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -10230615.000000 Penalty: 13185.500000
	Iteration 55Q: 3 clusters Score -1.023062e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -10230631.000000 Penalty: 13185.500000
	Iteration 56Q: 3 clusters Score -1.023063e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -10230646.000000 Penalty: 13185.500000
	Iteration 57Q: 3 clusters Score -1.023065e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -10230654.000000 Penalty: 13185.500000
	Iteration 58Q: 3 clusters Score -1.023065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -10230661.000000 Penalty: 13185.500000
	Iteration 59Q: 3 clusters Score -1.023066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -10230660.000000 Penalty: 13185.500000
	Iteration 60F: 3 clusters Score -1.023066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -10230659.000000 Penalty: 13185.500000
	Iteration 61Q: 3 clusters Score -1.023066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -10230659.000000 Penalty: 13185.500000
	Iteration 62Q: 3 clusters Score -1.023066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -10230654.000000 Penalty: 13185.500000
	Iteration 63Q: 3 clusters Score -1.023065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -10230669.000000 Penalty: 13185.500000
	Iteration 64Q: 3 clusters Score -1.023067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10230675.000000 Penalty: 13185.500000
	Iteration 65Q: 3 clusters Score -1.023068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10230665.000000 Penalty: 13185.500000
	Iteration 66Q: 3 clusters Score -1.023066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -10230669.000000 Penalty: 13185.500000
	Iteration 67Q: 3 clusters Score -1.023067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -10230674.000000 Penalty: 13185.500000
	Iteration 68Q: 3 clusters Score -1.023067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -10230683.000000 Penalty: 13185.500000
	Iteration 69Q: 3 clusters Score -1.023068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -10230683.000000 Penalty: 13185.500000
	Iteration 70F: 3 clusters Score -1.023068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Entering Unmasked Estep 
Score: -12599631.000000 Penalty: 6685.291504
	Iteration 0F: 2 clusters Score -1.259963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -12560625.000000 Penalty: 13370.583008
	Iteration 0F: 3 clusters Score -1.256062e+07 nChanged 24372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -12573670.000000 Penalty: 13370.583008
	Iteration 1F: 3 clusters Score -1.257367e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -12574533.000000 Penalty: 13370.583008
	Iteration 2Q: 3 clusters Score -1.257453e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -12575260.000000 Penalty: 13370.583008
	Iteration 3Q: 3 clusters Score -1.257526e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -12575879.000000 Penalty: 13370.583008
	Iteration 4Q: 3 clusters Score -1.257588e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -12576610.000000 Penalty: 13370.583008
	Iteration 5Q: 3 clusters Score -1.257661e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -12577173.000000 Penalty: 13370.583008
	Iteration 6Q: 3 clusters Score -1.257717e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -12577821.000000 Penalty: 13370.583008
	Iteration 7Q: 3 clusters Score -1.257782e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -12578476.000000 Penalty: 13370.583008
	Iteration 8Q: 3 clusters Score -1.257848e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -12579253.000000 Penalty: 13370.583008
	Iteration 9Q: 3 clusters Score -1.257925e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -12580018.000000 Penalty: 13370.583008
	Iteration 10Q: 3 clusters Score -1.258002e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -12580880.000000 Penalty: 13370.583008
	Iteration 11Q: 3 clusters Score -1.258088e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -12581941.000000 Penalty: 13370.583008
	Iteration 12Q: 3 clusters Score -1.258194e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -12582939.000000 Penalty: 13370.583008
	Iteration 13Q: 3 clusters Score -1.258294e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -12584031.000000 Penalty: 13370.583008
	Iteration 14Q: 3 clusters Score -1.258403e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -12585122.000000 Penalty: 13370.583008
	Iteration 15Q: 3 clusters Score -1.258512e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -12586476.000000 Penalty: 13370.583008
	Iteration 16Q: 3 clusters Score -1.258648e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -12587949.000000 Penalty: 13370.583008
	Iteration 17Q: 3 clusters Score -1.258795e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -12589548.000000 Penalty: 13370.583008
	Iteration 18Q: 3 clusters Score -1.258955e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -12590985.000000 Penalty: 13370.583008
	Iteration 19Q: 3 clusters Score -1.259098e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -12591934.000000 Penalty: 13370.583008
	Iteration 20F: 3 clusters Score -1.259193e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -12592614.000000 Penalty: 13370.583008
	Iteration 21Q: 3 clusters Score -1.259261e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -12593070.000000 Penalty: 13370.583008
	Iteration 22Q: 3 clusters Score -1.259307e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -12593417.000000 Penalty: 13370.583008
	Iteration 23Q: 3 clusters Score -1.259342e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -12593802.000000 Penalty: 13370.583008
	Iteration 24Q: 3 clusters Score -1.25938e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -12594049.000000 Penalty: 13370.583008
	Iteration 25Q: 3 clusters Score -1.259405e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -12594228.000000 Penalty: 13370.583008
	Iteration 26Q: 3 clusters Score -1.259423e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -12594251.000000 Penalty: 13370.583008
	Iteration 27Q: 3 clusters Score -1.259425e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -12594345.000000 Penalty: 13370.583008
	Iteration 28Q: 3 clusters Score -1.259434e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -12594412.000000 Penalty: 13370.583008
	Iteration 29Q: 3 clusters Score -1.259441e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -12594431.000000 Penalty: 13370.583008
	Iteration 30Q: 3 clusters Score -1.259443e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -12594430.000000 Penalty: 13370.583008
	Iteration 31Q: 3 clusters Score -1.259443e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -12594457.000000 Penalty: 13370.583008
	Iteration 32Q: 3 clusters Score -1.259446e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -12594446.000000 Penalty: 13370.583008
	Iteration 33Q: 3 clusters Score -1.259445e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -12594455.000000 Penalty: 13370.583008
	Iteration 34Q: 3 clusters Score -1.259446e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -12594461.000000 Penalty: 13370.583008
	Iteration 35Q: 3 clusters Score -1.259446e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -12594460.000000 Penalty: 13370.583008
	Iteration 36Q: 3 clusters Score -1.259446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -12594449.000000 Penalty: 13370.583008
	Iteration 37Q: 3 clusters Score -1.259445e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -12594474.000000 Penalty: 13370.583008
	Iteration 38Q: 3 clusters Score -1.259447e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -12594488.000000 Penalty: 13370.583008
	Iteration 39Q: 3 clusters Score -1.259449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -12594514.000000 Penalty: 13370.583008
	Iteration 40F: 3 clusters Score -1.259451e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -12594503.000000 Penalty: 13370.583008
	Iteration 41Q: 3 clusters Score -1.25945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -12594501.000000 Penalty: 13370.583008
	Iteration 42Q: 3 clusters Score -1.25945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -12594486.000000 Penalty: 13370.583008
	Iteration 43Q: 3 clusters Score -1.259449e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -12594477.000000 Penalty: 13370.583008
	Iteration 44Q: 3 clusters Score -1.259448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -12594498.000000 Penalty: 13370.583008
	Iteration 45Q: 3 clusters Score -1.25945e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -12594494.000000 Penalty: 13370.583008
	Iteration 46Q: 3 clusters Score -1.259449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -12594479.000000 Penalty: 13370.583008
	Iteration 47Q: 3 clusters Score -1.259448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -12594480.000000 Penalty: 13370.583008
	Iteration 48Q: 3 clusters Score -1.259448e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -12594483.000000 Penalty: 13370.583008
	Iteration 49Q: 3 clusters Score -1.259448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -12594495.000000 Penalty: 13370.583008
	Iteration 50Q: 3 clusters Score -1.25945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -12594502.000000 Penalty: 13370.583008
	Iteration 51Q: 3 clusters Score -1.25945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -12594509.000000 Penalty: 13370.583008
	Iteration 52Q: 3 clusters Score -1.259451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -12594505.000000 Penalty: 13370.583008
	Iteration 53Q: 3 clusters Score -1.25945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -12594512.000000 Penalty: 13370.583008
	Iteration 54Q: 3 clusters Score -1.259451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -12594519.000000 Penalty: 13370.583008
	Iteration 55Q: 3 clusters Score -1.259452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -12594512.000000 Penalty: 13370.583008
	Iteration 56Q: 3 clusters Score -1.259451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -12594521.000000 Penalty: 13370.583008
	Iteration 57Q: 3 clusters Score -1.259452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -12594513.000000 Penalty: 13370.583008
	Iteration 58Q: 3 clusters Score -1.259451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -12594506.000000 Penalty: 13370.583008
	Iteration 59Q: 3 clusters Score -1.259451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -12594505.000000 Penalty: 13370.583008
	Iteration 60F: 3 clusters Score -1.25945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -12594509.000000 Penalty: 13370.583008
	Iteration 61Q: 3 clusters Score -1.259451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -12594520.000000 Penalty: 13370.583008
	Iteration 62Q: 3 clusters Score -1.259452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -12594513.000000 Penalty: 13370.583008
	Iteration 63Q: 3 clusters Score -1.259451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -12594502.000000 Penalty: 13370.583008
	Iteration 64Q: 3 clusters Score -1.25945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -12594500.000000 Penalty: 13370.583008
	Iteration 65Q: 3 clusters Score -1.25945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -12594509.000000 Penalty: 13370.583008
	Iteration 66Q: 3 clusters Score -1.259451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -12594506.000000 Penalty: 13370.583008
	Iteration 67Q: 3 clusters Score -1.259451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -12594505.000000 Penalty: 13370.583008
	Iteration 68Q: 3 clusters Score -1.25945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -12594507.000000 Penalty: 13370.583008
	Iteration 69Q: 3 clusters Score -1.259451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -12594491.000000 Penalty: 13370.583008
	Iteration 70Q: 3 clusters Score -1.259449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -12594510.000000 Penalty: 13370.583008
	Iteration 71Q: 3 clusters Score -1.259451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -12594506.000000 Penalty: 13370.583008
	Iteration 72Q: 3 clusters Score -1.259451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -12594517.000000 Penalty: 13370.583008
	Iteration 73Q: 3 clusters Score -1.259452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -12594513.000000 Penalty: 13370.583008
	Iteration 74Q: 3 clusters Score -1.259451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -12594521.000000 Penalty: 13370.583008
	Iteration 75Q: 3 clusters Score -1.259452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -12594521.000000 Penalty: 13370.583008
	Iteration 76Q: 3 clusters Score -1.259452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -12594516.000000 Penalty: 13370.583008
	Iteration 77Q: 3 clusters Score -1.259452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -12594516.000000 Penalty: 13370.583008
	Iteration 78F: 3 clusters Score -1.259452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Entering Unmasked Estep 
Score: -7722220.000000 Penalty: 6413.739746
	Iteration 0F: 2 clusters Score -7722220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -7696075.000000 Penalty: 12827.479492
	Iteration 0F: 3 clusters Score -7696075 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -7704147.000000 Penalty: 12827.479492
	Iteration 1F: 3 clusters Score -7704147 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -7705104.500000 Penalty: 12827.479492
	Iteration 2F: 3 clusters Score -7705104 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -7705933.000000 Penalty: 12827.479492
	Iteration 3F: 3 clusters Score -7705933 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -7706659.000000 Penalty: 12827.479492
	Iteration 4Q: 3 clusters Score -7706659 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -7707498.000000 Penalty: 12827.479492
	Iteration 5Q: 3 clusters Score -7707498 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -7708381.500000 Penalty: 12827.479492
	Iteration 6Q: 3 clusters Score -7708382 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -7709375.500000 Penalty: 12827.479492
	Iteration 7Q: 3 clusters Score -7709376 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -7710469.500000 Penalty: 12827.479492
	Iteration 8Q: 3 clusters Score -7710470 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -7711673.000000 Penalty: 12827.479492
	Iteration 9Q: 3 clusters Score -7711673 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -7712679.500000 Penalty: 12827.479492
	Iteration 10Q: 3 clusters Score -7712680 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -7713423.000000 Penalty: 12827.479492
	Iteration 11Q: 3 clusters Score -7713423 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -7714042.500000 Penalty: 12827.479492
	Iteration 12Q: 3 clusters Score -7714042 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -7714472.000000 Penalty: 12827.479492
	Iteration 13Q: 3 clusters Score -7714472 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -7714833.500000 Penalty: 12827.479492
	Iteration 14Q: 3 clusters Score -7714834 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -7715167.000000 Penalty: 12827.479492
	Iteration 15Q: 3 clusters Score -7715167 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -7715464.000000 Penalty: 12827.479492
	Iteration 16Q: 3 clusters Score -7715464 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -7715688.500000 Penalty: 12827.479492
	Iteration 17Q: 3 clusters Score -7715688 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -7715925.000000 Penalty: 12827.479492
	Iteration 18Q: 3 clusters Score -7715925 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -7716150.000000 Penalty: 12827.479492
	Iteration 19Q: 3 clusters Score -7716150 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -7716336.500000 Penalty: 12827.479492
	Iteration 20F: 3 clusters Score -7716336 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -7716484.000000 Penalty: 12827.479492
	Iteration 21Q: 3 clusters Score -7716484 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -7716611.000000 Penalty: 12827.479492
	Iteration 22Q: 3 clusters Score -7716611 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -7716706.500000 Penalty: 12827.479492
	Iteration 23Q: 3 clusters Score -7716706 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -7716829.000000 Penalty: 12827.479492
	Iteration 24Q: 3 clusters Score -7716829 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -7716900.500000 Penalty: 12827.479492
	Iteration 25Q: 3 clusters Score -7716900 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -7716968.000000 Penalty: 12827.479492
	Iteration 26Q: 3 clusters Score -7716968 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -7717031.500000 Penalty: 12827.479492
	Iteration 27Q: 3 clusters Score -7717032 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -7717077.500000 Penalty: 12827.479492
	Iteration 28Q: 3 clusters Score -7717078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -7717117.000000 Penalty: 12827.479492
	Iteration 29Q: 3 clusters Score -7717117 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -7717128.500000 Penalty: 12827.479492
	Iteration 30Q: 3 clusters Score -7717128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -7717140.000000 Penalty: 12827.479492
	Iteration 31Q: 3 clusters Score -7717140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -7717148.000000 Penalty: 12827.479492
	Iteration 32Q: 3 clusters Score -7717148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7717159.000000 Penalty: 12827.479492
	Iteration 33Q: 3 clusters Score -7717159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -7717181.000000 Penalty: 12827.479492
	Iteration 34Q: 3 clusters Score -7717181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -7717208.500000 Penalty: 12827.479492
	Iteration 35Q: 3 clusters Score -7717208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -7717233.500000 Penalty: 12827.479492
	Iteration 36Q: 3 clusters Score -7717234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7717229.500000 Penalty: 12827.479492
	Iteration 37Q: 3 clusters Score -7717230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7717264.000000 Penalty: 12827.479492
	Iteration 38Q: 3 clusters Score -7717264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -7717270.500000 Penalty: 12827.479492
	Iteration 39Q: 3 clusters Score -7717270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -7717267.500000 Penalty: 12827.479492
	Iteration 40F: 3 clusters Score -7717268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -7717262.000000 Penalty: 12827.479492
	Iteration 41Q: 3 clusters Score -7717262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7717265.000000 Penalty: 12827.479492
	Iteration 42Q: 3 clusters Score -7717265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7717295.500000 Penalty: 12827.479492
	Iteration 43Q: 3 clusters Score -7717296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -7717295.000000 Penalty: 12827.479492
	Iteration 44Q: 3 clusters Score -7717295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7717302.000000 Penalty: 12827.479492
	Iteration 45Q: 3 clusters Score -7717302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7717308.500000 Penalty: 12827.479492
	Iteration 46Q: 3 clusters Score -7717308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7717332.000000 Penalty: 12827.479492
	Iteration 47Q: 3 clusters Score -7717332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -7717348.000000 Penalty: 12827.479492
	Iteration 48Q: 3 clusters Score -7717348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7717349.500000 Penalty: 12827.479492
	Iteration 49Q: 3 clusters Score -7717350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -7717361.000000 Penalty: 12827.479492
	Iteration 50Q: 3 clusters Score -7717361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -7717350.000000 Penalty: 12827.479492
	Iteration 51Q: 3 clusters Score -7717350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -7717358.000000 Penalty: 12827.479492
	Iteration 52Q: 3 clusters Score -7717358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7717366.500000 Penalty: 12827.479492
	Iteration 53Q: 3 clusters Score -7717366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7717374.000000 Penalty: 12827.479492
	Iteration 54Q: 3 clusters Score -7717374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -7717366.000000 Penalty: 12827.479492
	Iteration 55Q: 3 clusters Score -7717366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -7717370.000000 Penalty: 12827.479492
	Iteration 56Q: 3 clusters Score -7717370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -7717385.500000 Penalty: 12827.479492
	Iteration 57Q: 3 clusters Score -7717386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7717389.000000 Penalty: 12827.479492
	Iteration 58Q: 3 clusters Score -7717389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -7717386.500000 Penalty: 12827.479492
	Iteration 59Q: 3 clusters Score -7717386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7717388.000000 Penalty: 12827.479492
	Iteration 60F: 3 clusters Score -7717388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7717394.000000 Penalty: 12827.479492
	Iteration 61Q: 3 clusters Score -7717394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -7717390.500000 Penalty: 12827.479492
	Iteration 62Q: 3 clusters Score -7717390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7717393.500000 Penalty: 12827.479492
	Iteration 63Q: 3 clusters Score -7717394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -7717409.500000 Penalty: 12827.479492
	Iteration 64Q: 3 clusters Score -7717410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -7717418.000000 Penalty: 12827.479492
	Iteration 65Q: 3 clusters Score -7717418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7717419.000000 Penalty: 12827.479492
	Iteration 66Q: 3 clusters Score -7717419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7717417.500000 Penalty: 12827.479492
	Iteration 67Q: 3 clusters Score -7717418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7717408.500000 Penalty: 12827.479492
	Iteration 68Q: 3 clusters Score -7717408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7717413.500000 Penalty: 12827.479492
	Iteration 69Q: 3 clusters Score -7717414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -7717408.500000 Penalty: 12827.479492
	Iteration 70Q: 3 clusters Score -7717408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -7717419.000000 Penalty: 12827.479492
	Iteration 71Q: 3 clusters Score -7717419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7717412.500000 Penalty: 12827.479492
	Iteration 72Q: 3 clusters Score -7717412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7717431.000000 Penalty: 12827.479492
	Iteration 73Q: 3 clusters Score -7717431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -7717415.500000 Penalty: 12827.479492
	Iteration 74Q: 3 clusters Score -7717416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7717424.000000 Penalty: 12827.479492
	Iteration 75Q: 3 clusters Score -7717424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -7717416.500000 Penalty: 12827.479492
	Iteration 76Q: 3 clusters Score -7717416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7717432.500000 Penalty: 12827.479492
	Iteration 77Q: 3 clusters Score -7717432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7717434.000000 Penalty: 12827.479492
	Iteration 78Q: 3 clusters Score -7717434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7717434.000000 Penalty: 12827.479492
	Iteration 79Q: 3 clusters Score -7717434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7717433.000000 Penalty: 12827.479492
	Iteration 80F: 3 clusters Score -7717433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7717428.500000 Penalty: 12827.479492
	Iteration 81Q: 3 clusters Score -7717428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7717438.500000 Penalty: 12827.479492
	Iteration 82Q: 3 clusters Score -7717438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7717432.000000 Penalty: 12827.479492
	Iteration 83Q: 3 clusters Score -7717432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7717432.500000 Penalty: 12827.479492
	Iteration 84Q: 3 clusters Score -7717432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7717437.500000 Penalty: 12827.479492
	Iteration 85Q: 3 clusters Score -7717438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7717437.500000 Penalty: 12827.479492
	Iteration 86F: 3 clusters Score -7717438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Entering Unmasked Estep 
Score: -11815140.000000 Penalty: 6642.417969
	Iteration 0F: 2 clusters Score -1.181514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -11778543.000000 Penalty: 13284.835938
	Iteration 0F: 3 clusters Score -1.177854e+07 nChanged 22643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -11790564.000000 Penalty: 13284.835938
	Iteration 1F: 3 clusters Score -1.179056e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -11791347.000000 Penalty: 13284.835938
	Iteration 2Q: 3 clusters Score -1.179135e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -11791897.000000 Penalty: 13284.835938
	Iteration 3Q: 3 clusters Score -1.17919e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -11792451.000000 Penalty: 13284.835938
	Iteration 4Q: 3 clusters Score -1.179245e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -11792889.000000 Penalty: 13284.835938
	Iteration 5Q: 3 clusters Score -1.179289e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -11793324.000000 Penalty: 13284.835938
	Iteration 6Q: 3 clusters Score -1.179332e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -11793839.000000 Penalty: 13284.835938
	Iteration 7Q: 3 clusters Score -1.179384e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -11794317.000000 Penalty: 13284.835938
	Iteration 8Q: 3 clusters Score -1.179432e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -11794935.000000 Penalty: 13284.835938
	Iteration 9Q: 3 clusters Score -1.179494e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -11795691.000000 Penalty: 13284.835938
	Iteration 10Q: 3 clusters Score -1.179569e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -11796949.000000 Penalty: 13284.835938
	Iteration 11Q: 3 clusters Score -1.179695e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -11798731.000000 Penalty: 13284.835938
	Iteration 12F: 3 clusters Score -1.179873e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -11801096.000000 Penalty: 13284.835938
	Iteration 13F: 3 clusters Score -1.18011e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -11803612.000000 Penalty: 13284.835938
	Iteration 14F: 3 clusters Score -1.180361e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -11805834.000000 Penalty: 13284.835938
	Iteration 15Q: 3 clusters Score -1.180583e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -11807328.000000 Penalty: 13284.835938
	Iteration 16Q: 3 clusters Score -1.180733e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -11808138.000000 Penalty: 13284.835938
	Iteration 17Q: 3 clusters Score -1.180814e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11808572.000000 Penalty: 13284.835938
	Iteration 18Q: 3 clusters Score -1.180857e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11808796.000000 Penalty: 13284.835938
	Iteration 19Q: 3 clusters Score -1.18088e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11808934.000000 Penalty: 13284.835938
	Iteration 20F: 3 clusters Score -1.180893e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11809005.000000 Penalty: 13284.835938
	Iteration 21Q: 3 clusters Score -1.1809e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -11809041.000000 Penalty: 13284.835938
	Iteration 22Q: 3 clusters Score -1.180904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11809070.000000 Penalty: 13284.835938
	Iteration 23Q: 3 clusters Score -1.180907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11809113.000000 Penalty: 13284.835938
	Iteration 24Q: 3 clusters Score -1.180911e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -11809133.000000 Penalty: 13284.835938
	Iteration 25Q: 3 clusters Score -1.180913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11809153.000000 Penalty: 13284.835938
	Iteration 26Q: 3 clusters Score -1.180915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11809173.000000 Penalty: 13284.835938
	Iteration 27Q: 3 clusters Score -1.180917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -11809204.000000 Penalty: 13284.835938
	Iteration 28Q: 3 clusters Score -1.18092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11809216.000000 Penalty: 13284.835938
	Iteration 29Q: 3 clusters Score -1.180922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11809222.000000 Penalty: 13284.835938
	Iteration 30Q: 3 clusters Score -1.180922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11809217.000000 Penalty: 13284.835938
	Iteration 31Q: 3 clusters Score -1.180922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11809225.000000 Penalty: 13284.835938
	Iteration 32Q: 3 clusters Score -1.180922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11809234.000000 Penalty: 13284.835938
	Iteration 33Q: 3 clusters Score -1.180923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11809233.000000 Penalty: 13284.835938
	Iteration 34Q: 3 clusters Score -1.180923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11809233.000000 Penalty: 13284.835938
	Iteration 35F: 3 clusters Score -1.180923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Entering Unmasked Estep 
Score: -15376337.000000 Penalty: 6809.801758
	Iteration 0F: 2 clusters Score -1.537634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -15329555.000000 Penalty: 13619.603516
	Iteration 0F: 3 clusters Score -1.532956e+07 nChanged 30195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -15345736.000000 Penalty: 13619.603516
	Iteration 1F: 3 clusters Score -1.534574e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -15346733.000000 Penalty: 13619.603516
	Iteration 2Q: 3 clusters Score -1.534673e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -15347548.000000 Penalty: 13619.603516
	Iteration 3Q: 3 clusters Score -1.534755e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -15348256.000000 Penalty: 13619.603516
	Iteration 4Q: 3 clusters Score -1.534826e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -15348970.000000 Penalty: 13619.603516
	Iteration 5Q: 3 clusters Score -1.534897e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -15349822.000000 Penalty: 13619.603516
	Iteration 6Q: 3 clusters Score -1.534982e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -15350737.000000 Penalty: 13619.603516
	Iteration 7Q: 3 clusters Score -1.535074e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -15352080.000000 Penalty: 13619.603516
	Iteration 8Q: 3 clusters Score -1.535208e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -15353898.000000 Penalty: 13619.603516
	Iteration 9Q: 3 clusters Score -1.53539e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -15356111.000000 Penalty: 13619.603516
	Iteration 10F: 3 clusters Score -1.535611e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -15358386.000000 Penalty: 13619.603516
	Iteration 11F: 3 clusters Score -1.535839e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -15360289.000000 Penalty: 13619.603516
	Iteration 12F: 3 clusters Score -1.536029e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -15361635.000000 Penalty: 13619.603516
	Iteration 13Q: 3 clusters Score -1.536164e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -15362427.000000 Penalty: 13619.603516
	Iteration 14Q: 3 clusters Score -1.536243e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -15362860.000000 Penalty: 13619.603516
	Iteration 15Q: 3 clusters Score -1.536286e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -15363169.000000 Penalty: 13619.603516
	Iteration 16Q: 3 clusters Score -1.536317e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -15363362.000000 Penalty: 13619.603516
	Iteration 17Q: 3 clusters Score -1.536336e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -15363524.000000 Penalty: 13619.603516
	Iteration 18Q: 3 clusters Score -1.536352e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -15363615.000000 Penalty: 13619.603516
	Iteration 19Q: 3 clusters Score -1.536362e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -15363716.000000 Penalty: 13619.603516
	Iteration 20F: 3 clusters Score -1.536372e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -15363889.000000 Penalty: 13619.603516
	Iteration 21Q: 3 clusters Score -1.536389e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -15364013.000000 Penalty: 13619.603516
	Iteration 22Q: 3 clusters Score -1.536401e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -15364124.000000 Penalty: 13619.603516
	Iteration 23Q: 3 clusters Score -1.536412e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -15364293.000000 Penalty: 13619.603516
	Iteration 24Q: 3 clusters Score -1.536429e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -15364437.000000 Penalty: 13619.603516
	Iteration 25Q: 3 clusters Score -1.536444e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -15364618.000000 Penalty: 13619.603516
	Iteration 26Q: 3 clusters Score -1.536462e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -15364741.000000 Penalty: 13619.603516
	Iteration 27Q: 3 clusters Score -1.536474e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -15364903.000000 Penalty: 13619.603516
	Iteration 28Q: 3 clusters Score -1.53649e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -15365137.000000 Penalty: 13619.603516
	Iteration 29Q: 3 clusters Score -1.536514e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -15365325.000000 Penalty: 13619.603516
	Iteration 30Q: 3 clusters Score -1.536532e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -15365503.000000 Penalty: 13619.603516
	Iteration 31Q: 3 clusters Score -1.53655e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -15365707.000000 Penalty: 13619.603516
	Iteration 32Q: 3 clusters Score -1.536571e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -15365980.000000 Penalty: 13619.603516
	Iteration 33Q: 3 clusters Score -1.536598e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -15366224.000000 Penalty: 13619.603516
	Iteration 34Q: 3 clusters Score -1.536622e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -15366510.000000 Penalty: 13619.603516
	Iteration 35Q: 3 clusters Score -1.536651e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -15366749.000000 Penalty: 13619.603516
	Iteration 36Q: 3 clusters Score -1.536675e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -15367106.000000 Penalty: 13619.603516
	Iteration 37Q: 3 clusters Score -1.536711e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -15367362.000000 Penalty: 13619.603516
	Iteration 38Q: 3 clusters Score -1.536736e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -15367717.000000 Penalty: 13619.603516
	Iteration 39Q: 3 clusters Score -1.536772e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -15368054.000000 Penalty: 13619.603516
	Iteration 40F: 3 clusters Score -1.536805e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -15368336.000000 Penalty: 13619.603516
	Iteration 41Q: 3 clusters Score -1.536834e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -15368721.000000 Penalty: 13619.603516
	Iteration 42Q: 3 clusters Score -1.536872e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -15369030.000000 Penalty: 13619.603516
	Iteration 43Q: 3 clusters Score -1.536903e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -15369321.000000 Penalty: 13619.603516
	Iteration 44Q: 3 clusters Score -1.536932e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -15369568.000000 Penalty: 13619.603516
	Iteration 45Q: 3 clusters Score -1.536957e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -15369774.000000 Penalty: 13619.603516
	Iteration 46Q: 3 clusters Score -1.536977e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -15369919.000000 Penalty: 13619.603516
	Iteration 47Q: 3 clusters Score -1.536992e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -15370030.000000 Penalty: 13619.603516
	Iteration 48Q: 3 clusters Score -1.537003e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -15370128.000000 Penalty: 13619.603516
	Iteration 49Q: 3 clusters Score -1.537013e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -15370244.000000 Penalty: 13619.603516
	Iteration 50Q: 3 clusters Score -1.537024e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -15370305.000000 Penalty: 13619.603516
	Iteration 51Q: 3 clusters Score -1.53703e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -15370382.000000 Penalty: 13619.603516
	Iteration 52Q: 3 clusters Score -1.537038e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -15370422.000000 Penalty: 13619.603516
	Iteration 53Q: 3 clusters Score -1.537042e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -15370485.000000 Penalty: 13619.603516
	Iteration 54Q: 3 clusters Score -1.537048e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -15370509.000000 Penalty: 13619.603516
	Iteration 55Q: 3 clusters Score -1.537051e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -15370543.000000 Penalty: 13619.603516
	Iteration 56Q: 3 clusters Score -1.537054e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -15370546.000000 Penalty: 13619.603516
	Iteration 57Q: 3 clusters Score -1.537055e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -15370557.000000 Penalty: 13619.603516
	Iteration 58Q: 3 clusters Score -1.537056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -15370567.000000 Penalty: 13619.603516
	Iteration 59Q: 3 clusters Score -1.537057e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -15370590.000000 Penalty: 13619.603516
	Iteration 60F: 3 clusters Score -1.537059e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -15370625.000000 Penalty: 13619.603516
	Iteration 61Q: 3 clusters Score -1.537062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -15370665.000000 Penalty: 13619.603516
	Iteration 62Q: 3 clusters Score -1.537066e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -15370671.000000 Penalty: 13619.603516
	Iteration 63Q: 3 clusters Score -1.537067e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -15370673.000000 Penalty: 13619.603516
	Iteration 64Q: 3 clusters Score -1.537067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -15370684.000000 Penalty: 13619.603516
	Iteration 65Q: 3 clusters Score -1.537068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -15370693.000000 Penalty: 13619.603516
	Iteration 66Q: 3 clusters Score -1.537069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -15370693.000000 Penalty: 13619.603516
	Iteration 67Q: 3 clusters Score -1.537069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -15370690.000000 Penalty: 13619.603516
	Iteration 68Q: 3 clusters Score -1.537069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -15370715.000000 Penalty: 13619.603516
	Iteration 69Q: 3 clusters Score -1.537072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -15370735.000000 Penalty: 13619.603516
	Iteration 70Q: 3 clusters Score -1.537074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -15370767.000000 Penalty: 13619.603516
	Iteration 71Q: 3 clusters Score -1.537077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -15370762.000000 Penalty: 13619.603516
	Iteration 72Q: 3 clusters Score -1.537076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -15370755.000000 Penalty: 13619.603516
	Iteration 73Q: 3 clusters Score -1.537076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -15370745.000000 Penalty: 13619.603516
	Iteration 74Q: 3 clusters Score -1.537074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -15370740.000000 Penalty: 13619.603516
	Iteration 75Q: 3 clusters Score -1.537074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -15370733.000000 Penalty: 13619.603516
	Iteration 76Q: 3 clusters Score -1.537073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -15370725.000000 Penalty: 13619.603516
	Iteration 77Q: 3 clusters Score -1.537072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -15370743.000000 Penalty: 13619.603516
	Iteration 78Q: 3 clusters Score -1.537074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -15370752.000000 Penalty: 13619.603516
	Iteration 79Q: 3 clusters Score -1.537075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -15370748.000000 Penalty: 13619.603516
	Iteration 80F: 3 clusters Score -1.537075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -15370738.000000 Penalty: 13619.603516
	Iteration 81Q: 3 clusters Score -1.537074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -15370745.000000 Penalty: 13619.603516
	Iteration 82Q: 3 clusters Score -1.537074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 65811 members 
Entering Unmasked Estep 
Score: -15370739.000000 Penalty: 13619.603516
	Iteration 83Q: 3 clusters Score -1.537074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 65811 members 
Entering Unmasked Estep 
Score: -15370739.000000 Penalty: 13619.603516
	Iteration 84F: 3 clusters Score -1.537074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Entering Unmasked Estep 
Score: -3313890.000000 Penalty: 5896.543457
	Iteration 0F: 2 clusters Score -3313890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3300337.500000 Penalty: 11793.086914
	Iteration 0F: 3 clusters Score -3300338 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3303530.250000 Penalty: 11793.086914
	Iteration 1F: 3 clusters Score -3303530 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3304157.750000 Penalty: 11793.086914
	Iteration 2F: 3 clusters Score -3304158 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3304685.250000 Penalty: 11793.086914
	Iteration 3F: 3 clusters Score -3304685 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3305138.250000 Penalty: 11793.086914
	Iteration 4Q: 3 clusters Score -3305138 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3305532.250000 Penalty: 11793.086914
	Iteration 5Q: 3 clusters Score -3305532 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3305930.000000 Penalty: 11793.086914
	Iteration 6Q: 3 clusters Score -3305930 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3306285.000000 Penalty: 11793.086914
	Iteration 7Q: 3 clusters Score -3306285 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -3306633.250000 Penalty: 11793.086914
	Iteration 8Q: 3 clusters Score -3306633 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3307001.750000 Penalty: 11793.086914
	Iteration 9Q: 3 clusters Score -3307002 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3307377.250000 Penalty: 11793.086914
	Iteration 10Q: 3 clusters Score -3307377 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3307786.500000 Penalty: 11793.086914
	Iteration 11Q: 3 clusters Score -3307786 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3308199.750000 Penalty: 11793.086914
	Iteration 12Q: 3 clusters Score -3308200 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3308557.750000 Penalty: 11793.086914
	Iteration 13Q: 3 clusters Score -3308558 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3308916.250000 Penalty: 11793.086914
	Iteration 14Q: 3 clusters Score -3308916 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3309250.750000 Penalty: 11793.086914
	Iteration 15Q: 3 clusters Score -3309251 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3309565.000000 Penalty: 11793.086914
	Iteration 16Q: 3 clusters Score -3309565 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3309905.250000 Penalty: 11793.086914
	Iteration 17Q: 3 clusters Score -3309905 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3310184.250000 Penalty: 11793.086914
	Iteration 18Q: 3 clusters Score -3310184 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3310372.500000 Penalty: 11793.086914
	Iteration 19Q: 3 clusters Score -3310372 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -3310482.500000 Penalty: 11793.086914
	Iteration 20F: 3 clusters Score -3310482 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3310561.000000 Penalty: 11793.086914
	Iteration 21Q: 3 clusters Score -3310561 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3310631.500000 Penalty: 11793.086914
	Iteration 22Q: 3 clusters Score -3310632 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3310665.750000 Penalty: 11793.086914
	Iteration 23Q: 3 clusters Score -3310666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3310713.000000 Penalty: 11793.086914
	Iteration 24Q: 3 clusters Score -3310713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3310715.250000 Penalty: 11793.086914
	Iteration 25Q: 3 clusters Score -3310715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3310734.750000 Penalty: 11793.086914
	Iteration 26Q: 3 clusters Score -3310735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3310759.750000 Penalty: 11793.086914
	Iteration 27Q: 3 clusters Score -3310760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3310770.750000 Penalty: 11793.086914
	Iteration 28Q: 3 clusters Score -3310771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3310787.750000 Penalty: 11793.086914
	Iteration 29Q: 3 clusters Score -3310788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3310793.500000 Penalty: 11793.086914
	Iteration 30Q: 3 clusters Score -3310794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3310795.750000 Penalty: 11793.086914
	Iteration 31Q: 3 clusters Score -3310796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3310798.250000 Penalty: 11793.086914
	Iteration 32Q: 3 clusters Score -3310798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3310803.750000 Penalty: 11793.086914
	Iteration 33Q: 3 clusters Score -3310804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3310812.500000 Penalty: 11793.086914
	Iteration 34Q: 3 clusters Score -3310812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3310809.750000 Penalty: 11793.086914
	Iteration 35Q: 3 clusters Score -3310810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3310806.250000 Penalty: 11793.086914
	Iteration 36Q: 3 clusters Score -3310806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3310806.750000 Penalty: 11793.086914
	Iteration 37Q: 3 clusters Score -3310807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3310812.500000 Penalty: 11793.086914
	Iteration 38Q: 3 clusters Score -3310812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3310807.250000 Penalty: 11793.086914
	Iteration 39Q: 3 clusters Score -3310807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3310810.000000 Penalty: 11793.086914
	Iteration 40F: 3 clusters Score -3310810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3310812.000000 Penalty: 11793.086914
	Iteration 41Q: 3 clusters Score -3310812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3310812.000000 Penalty: 11793.086914
	Iteration 42Q: 3 clusters Score -3310812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3310815.500000 Penalty: 11793.086914
	Iteration 43Q: 3 clusters Score -3310816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3310822.250000 Penalty: 11793.086914
	Iteration 44Q: 3 clusters Score -3310822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3310819.250000 Penalty: 11793.086914
	Iteration 45Q: 3 clusters Score -3310819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3310825.000000 Penalty: 11793.086914
	Iteration 46Q: 3 clusters Score -3310825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3310825.000000 Penalty: 11793.086914
	Iteration 47F: 3 clusters Score -3310825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Entering Unmasked Estep 
Score: -12687466.000000 Penalty: 6695.718262
	Iteration 0F: 2 clusters Score -1.268747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -12648154.000000 Penalty: 13391.436523
	Iteration 0F: 3 clusters Score -1.264815e+07 nChanged 24588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -12661320.000000 Penalty: 13391.436523
	Iteration 1F: 3 clusters Score -1.266132e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -12662509.000000 Penalty: 13391.436523
	Iteration 2F: 3 clusters Score -1.266251e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -12663823.000000 Penalty: 13391.436523
	Iteration 3F: 3 clusters Score -1.266382e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -12665242.000000 Penalty: 13391.436523
	Iteration 4Q: 3 clusters Score -1.266524e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -12666568.000000 Penalty: 13391.436523
	Iteration 5Q: 3 clusters Score -1.266657e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -12667722.000000 Penalty: 13391.436523
	Iteration 6Q: 3 clusters Score -1.266772e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -12668920.000000 Penalty: 13391.436523
	Iteration 7Q: 3 clusters Score -1.266892e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -12670298.000000 Penalty: 13391.436523
	Iteration 8Q: 3 clusters Score -1.26703e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -12671809.000000 Penalty: 13391.436523
	Iteration 9Q: 3 clusters Score -1.267181e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -12673418.000000 Penalty: 13391.436523
	Iteration 10Q: 3 clusters Score -1.267342e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -12675347.000000 Penalty: 13391.436523
	Iteration 11Q: 3 clusters Score -1.267535e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -12677528.000000 Penalty: 13391.436523
	Iteration 12Q: 3 clusters Score -1.267753e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -12680168.000000 Penalty: 13391.436523
	Iteration 13Q: 3 clusters Score -1.268017e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -12682104.000000 Penalty: 13391.436523
	Iteration 14Q: 3 clusters Score -1.26821e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -12683162.000000 Penalty: 13391.436523
	Iteration 15Q: 3 clusters Score -1.268316e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -12683540.000000 Penalty: 13391.436523
	Iteration 16Q: 3 clusters Score -1.268354e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -12683771.000000 Penalty: 13391.436523
	Iteration 17Q: 3 clusters Score -1.268377e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -12683865.000000 Penalty: 13391.436523
	Iteration 18Q: 3 clusters Score -1.268386e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -12683884.000000 Penalty: 13391.436523
	Iteration 19Q: 3 clusters Score -1.268388e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -12683945.000000 Penalty: 13391.436523
	Iteration 20F: 3 clusters Score -1.268394e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -12684032.000000 Penalty: 13391.436523
	Iteration 21Q: 3 clusters Score -1.268403e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -12684052.000000 Penalty: 13391.436523
	Iteration 22Q: 3 clusters Score -1.268405e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -12684093.000000 Penalty: 13391.436523
	Iteration 23Q: 3 clusters Score -1.268409e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -12684111.000000 Penalty: 13391.436523
	Iteration 24Q: 3 clusters Score -1.268411e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -12684116.000000 Penalty: 13391.436523
	Iteration 25Q: 3 clusters Score -1.268412e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -12684129.000000 Penalty: 13391.436523
	Iteration 26Q: 3 clusters Score -1.268413e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -12684139.000000 Penalty: 13391.436523
	Iteration 27Q: 3 clusters Score -1.268414e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -12684164.000000 Penalty: 13391.436523
	Iteration 28Q: 3 clusters Score -1.268416e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -12684192.000000 Penalty: 13391.436523
	Iteration 29Q: 3 clusters Score -1.268419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -12684201.000000 Penalty: 13391.436523
	Iteration 30Q: 3 clusters Score -1.26842e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -12684199.000000 Penalty: 13391.436523
	Iteration 31Q: 3 clusters Score -1.26842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -12684196.000000 Penalty: 13391.436523
	Iteration 32Q: 3 clusters Score -1.26842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -12684197.000000 Penalty: 13391.436523
	Iteration 33Q: 3 clusters Score -1.26842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -12684202.000000 Penalty: 13391.436523
	Iteration 34Q: 3 clusters Score -1.26842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -12684203.000000 Penalty: 13391.436523
	Iteration 35Q: 3 clusters Score -1.26842e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -12684201.000000 Penalty: 13391.436523
	Iteration 36Q: 3 clusters Score -1.26842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -12684205.000000 Penalty: 13391.436523
	Iteration 37Q: 3 clusters Score -1.26842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -12684211.000000 Penalty: 13391.436523
	Iteration 38Q: 3 clusters Score -1.268421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -12684228.000000 Penalty: 13391.436523
	Iteration 39Q: 3 clusters Score -1.268423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -12684224.000000 Penalty: 13391.436523
	Iteration 40F: 3 clusters Score -1.268422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -12684227.000000 Penalty: 13391.436523
	Iteration 41Q: 3 clusters Score -1.268423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -12684231.000000 Penalty: 13391.436523
	Iteration 42Q: 3 clusters Score -1.268423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -12684243.000000 Penalty: 13391.436523
	Iteration 43Q: 3 clusters Score -1.268424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -12684231.000000 Penalty: 13391.436523
	Iteration 44Q: 3 clusters Score -1.268423e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -12684234.000000 Penalty: 13391.436523
	Iteration 45Q: 3 clusters Score -1.268423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -12684245.000000 Penalty: 13391.436523
	Iteration 46Q: 3 clusters Score -1.268424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -12684250.000000 Penalty: 13391.436523
	Iteration 47Q: 3 clusters Score -1.268425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -12684253.000000 Penalty: 13391.436523
	Iteration 48Q: 3 clusters Score -1.268425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -12684258.000000 Penalty: 13391.436523
	Iteration 49Q: 3 clusters Score -1.268426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -12684258.000000 Penalty: 13391.436523
	Iteration 50Q: 3 clusters Score -1.268426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -12684262.000000 Penalty: 13391.436523
	Iteration 51Q: 3 clusters Score -1.268426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -12684283.000000 Penalty: 13391.436523
	Iteration 52Q: 3 clusters Score -1.268428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -12684281.000000 Penalty: 13391.436523
	Iteration 53Q: 3 clusters Score -1.268428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -12684289.000000 Penalty: 13391.436523
	Iteration 54Q: 3 clusters Score -1.268429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -12684294.000000 Penalty: 13391.436523
	Iteration 55Q: 3 clusters Score -1.268429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -12684300.000000 Penalty: 13391.436523
	Iteration 56Q: 3 clusters Score -1.26843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -12684290.000000 Penalty: 13391.436523
	Iteration 57Q: 3 clusters Score -1.268429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -12684295.000000 Penalty: 13391.436523
	Iteration 58Q: 3 clusters Score -1.26843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -12684284.000000 Penalty: 13391.436523
	Iteration 59Q: 3 clusters Score -1.268428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -12684286.000000 Penalty: 13391.436523
	Iteration 60F: 3 clusters Score -1.268429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -12684284.000000 Penalty: 13391.436523
	Iteration 61Q: 3 clusters Score -1.268428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -12684276.000000 Penalty: 13391.436523
	Iteration 62Q: 3 clusters Score -1.268428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -12684279.000000 Penalty: 13391.436523
	Iteration 63Q: 3 clusters Score -1.268428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -12684276.000000 Penalty: 13391.436523
	Iteration 64Q: 3 clusters Score -1.268428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -12684271.000000 Penalty: 13391.436523
	Iteration 65Q: 3 clusters Score -1.268427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -12684280.000000 Penalty: 13391.436523
	Iteration 66Q: 3 clusters Score -1.268428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -12684287.000000 Penalty: 13391.436523
	Iteration 67Q: 3 clusters Score -1.268429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -12684287.000000 Penalty: 13391.436523
	Iteration 68F: 3 clusters Score -1.268429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Entering Unmasked Estep 
Score: -3600255.750000 Penalty: 5916.953613
	Iteration 0F: 2 clusters Score -3600256 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 7770 members 
Entering Unmasked Estep 
Score: -3586460.000000 Penalty: 11833.907227
	Iteration 0F: 3 clusters Score -3586460 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3589848.250000 Penalty: 11833.907227
	Iteration 1F: 3 clusters Score -3589848 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3590365.250000 Penalty: 11833.907227
	Iteration 2F: 3 clusters Score -3590365 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -3590665.000000 Penalty: 11833.907227
	Iteration 3Q: 3 clusters Score -3590665 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3590875.500000 Penalty: 11833.907227
	Iteration 4Q: 3 clusters Score -3590876 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3591041.250000 Penalty: 11833.907227
	Iteration 5Q: 3 clusters Score -3591041 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3591179.000000 Penalty: 11833.907227
	Iteration 6Q: 3 clusters Score -3591179 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3591270.000000 Penalty: 11833.907227
	Iteration 7Q: 3 clusters Score -3591270 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3591363.000000 Penalty: 11833.907227
	Iteration 8Q: 3 clusters Score -3591363 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3591439.750000 Penalty: 11833.907227
	Iteration 9Q: 3 clusters Score -3591440 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3591510.250000 Penalty: 11833.907227
	Iteration 10Q: 3 clusters Score -3591510 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3591557.000000 Penalty: 11833.907227
	Iteration 11Q: 3 clusters Score -3591557 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3591599.250000 Penalty: 11833.907227
	Iteration 12Q: 3 clusters Score -3591599 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3591657.500000 Penalty: 11833.907227
	Iteration 13Q: 3 clusters Score -3591658 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3591717.500000 Penalty: 11833.907227
	Iteration 14Q: 3 clusters Score -3591718 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3591770.000000 Penalty: 11833.907227
	Iteration 15Q: 3 clusters Score -3591770 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3591828.000000 Penalty: 11833.907227
	Iteration 16Q: 3 clusters Score -3591828 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3591902.000000 Penalty: 11833.907227
	Iteration 17Q: 3 clusters Score -3591902 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3591982.750000 Penalty: 11833.907227
	Iteration 18Q: 3 clusters Score -3591983 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3592052.000000 Penalty: 11833.907227
	Iteration 19Q: 3 clusters Score -3592052 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3592095.750000 Penalty: 11833.907227
	Iteration 20F: 3 clusters Score -3592096 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3592159.500000 Penalty: 11833.907227
	Iteration 21Q: 3 clusters Score -3592160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3592242.500000 Penalty: 11833.907227
	Iteration 22Q: 3 clusters Score -3592242 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3592317.750000 Penalty: 11833.907227
	Iteration 23Q: 3 clusters Score -3592318 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3592400.500000 Penalty: 11833.907227
	Iteration 24Q: 3 clusters Score -3592400 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3592496.750000 Penalty: 11833.907227
	Iteration 25Q: 3 clusters Score -3592497 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3592601.500000 Penalty: 11833.907227
	Iteration 26Q: 3 clusters Score -3592602 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3592738.000000 Penalty: 11833.907227
	Iteration 27Q: 3 clusters Score -3592738 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3592881.000000 Penalty: 11833.907227
	Iteration 28Q: 3 clusters Score -3592881 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3593034.750000 Penalty: 11833.907227
	Iteration 29Q: 3 clusters Score -3593035 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3593188.000000 Penalty: 11833.907227
	Iteration 30Q: 3 clusters Score -3593188 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3593386.750000 Penalty: 11833.907227
	Iteration 31Q: 3 clusters Score -3593387 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3593589.000000 Penalty: 11833.907227
	Iteration 32Q: 3 clusters Score -3593589 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3593796.000000 Penalty: 11833.907227
	Iteration 33Q: 3 clusters Score -3593796 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3593969.500000 Penalty: 11833.907227
	Iteration 34Q: 3 clusters Score -3593970 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3594147.250000 Penalty: 11833.907227
	Iteration 35Q: 3 clusters Score -3594147 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3594304.000000 Penalty: 11833.907227
	Iteration 36Q: 3 clusters Score -3594304 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3594426.750000 Penalty: 11833.907227
	Iteration 37Q: 3 clusters Score -3594427 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3594531.500000 Penalty: 11833.907227
	Iteration 38Q: 3 clusters Score -3594532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3594625.250000 Penalty: 11833.907227
	Iteration 39Q: 3 clusters Score -3594625 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3594703.250000 Penalty: 11833.907227
	Iteration 40F: 3 clusters Score -3594703 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3594747.500000 Penalty: 11833.907227
	Iteration 41Q: 3 clusters Score -3594748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3594802.000000 Penalty: 11833.907227
	Iteration 42Q: 3 clusters Score -3594802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3594845.750000 Penalty: 11833.907227
	Iteration 43Q: 3 clusters Score -3594846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3594885.750000 Penalty: 11833.907227
	Iteration 44Q: 3 clusters Score -3594886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3594919.750000 Penalty: 11833.907227
	Iteration 45Q: 3 clusters Score -3594920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3594945.750000 Penalty: 11833.907227
	Iteration 46Q: 3 clusters Score -3594946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3594974.500000 Penalty: 11833.907227
	Iteration 47Q: 3 clusters Score -3594974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3594984.500000 Penalty: 11833.907227
	Iteration 48Q: 3 clusters Score -3594984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3595003.500000 Penalty: 11833.907227
	Iteration 49Q: 3 clusters Score -3595004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3595018.500000 Penalty: 11833.907227
	Iteration 50Q: 3 clusters Score -3595018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3595029.000000 Penalty: 11833.907227
	Iteration 51Q: 3 clusters Score -3595029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3595042.500000 Penalty: 11833.907227
	Iteration 52Q: 3 clusters Score -3595042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3595051.250000 Penalty: 11833.907227
	Iteration 53Q: 3 clusters Score -3595051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3595056.000000 Penalty: 11833.907227
	Iteration 54Q: 3 clusters Score -3595056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3595060.500000 Penalty: 11833.907227
	Iteration 55Q: 3 clusters Score -3595060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3595059.250000 Penalty: 11833.907227
	Iteration 56Q: 3 clusters Score -3595059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3595068.000000 Penalty: 11833.907227
	Iteration 57Q: 3 clusters Score -3595068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3595078.750000 Penalty: 11833.907227
	Iteration 58Q: 3 clusters Score -3595079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3595084.500000 Penalty: 11833.907227
	Iteration 59Q: 3 clusters Score -3595084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3595097.500000 Penalty: 11833.907227
	Iteration 60F: 3 clusters Score -3595098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3595104.250000 Penalty: 11833.907227
	Iteration 61Q: 3 clusters Score -3595104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3595114.250000 Penalty: 11833.907227
	Iteration 62Q: 3 clusters Score -3595114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3595123.250000 Penalty: 11833.907227
	Iteration 63Q: 3 clusters Score -3595123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3595131.500000 Penalty: 11833.907227
	Iteration 64Q: 3 clusters Score -3595132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3595137.500000 Penalty: 11833.907227
	Iteration 65Q: 3 clusters Score -3595138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3595141.750000 Penalty: 11833.907227
	Iteration 66Q: 3 clusters Score -3595142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3595140.750000 Penalty: 11833.907227
	Iteration 67Q: 3 clusters Score -3595141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3595150.250000 Penalty: 11833.907227
	Iteration 68Q: 3 clusters Score -3595150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3595155.250000 Penalty: 11833.907227
	Iteration 69Q: 3 clusters Score -3595155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3595154.750000 Penalty: 11833.907227
	Iteration 70Q: 3 clusters Score -3595155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3595154.750000 Penalty: 11833.907227
	Iteration 71F: 3 clusters Score -3595155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -1596188.375000 Penalty: 5439.443848
	Iteration 0F: 2 clusters Score -1596188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1587707.500000 Penalty: 10878.887695
	Iteration 0F: 3 clusters Score -1587708 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1589339.250000 Penalty: 10878.887695
	Iteration 1F: 3 clusters Score -1589339 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1589794.125000 Penalty: 10878.887695
	Iteration 2F: 3 clusters Score -1589794 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1590097.250000 Penalty: 10878.887695
	Iteration 3F: 3 clusters Score -1590097 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1590318.875000 Penalty: 10878.887695
	Iteration 4Q: 3 clusters Score -1590319 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1590480.500000 Penalty: 10878.887695
	Iteration 5Q: 3 clusters Score -1590480 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1590620.500000 Penalty: 10878.887695
	Iteration 6Q: 3 clusters Score -1590620 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1590748.000000 Penalty: 10878.887695
	Iteration 7Q: 3 clusters Score -1590748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1590847.625000 Penalty: 10878.887695
	Iteration 8Q: 3 clusters Score -1590848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1590960.125000 Penalty: 10878.887695
	Iteration 9Q: 3 clusters Score -1590960 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1591062.750000 Penalty: 10878.887695
	Iteration 10Q: 3 clusters Score -1591063 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1591167.875000 Penalty: 10878.887695
	Iteration 11Q: 3 clusters Score -1591168 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1591246.125000 Penalty: 10878.887695
	Iteration 12Q: 3 clusters Score -1591246 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1591307.875000 Penalty: 10878.887695
	Iteration 13Q: 3 clusters Score -1591308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1591361.750000 Penalty: 10878.887695
	Iteration 14Q: 3 clusters Score -1591362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1591408.500000 Penalty: 10878.887695
	Iteration 15Q: 3 clusters Score -1591408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1591477.125000 Penalty: 10878.887695
	Iteration 16Q: 3 clusters Score -1591477 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1591543.000000 Penalty: 10878.887695
	Iteration 17Q: 3 clusters Score -1591543 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1591612.250000 Penalty: 10878.887695
	Iteration 18Q: 3 clusters Score -1591612 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1591685.375000 Penalty: 10878.887695
	Iteration 19Q: 3 clusters Score -1591685 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1591749.000000 Penalty: 10878.887695
	Iteration 20F: 3 clusters Score -1591749 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1591816.625000 Penalty: 10878.887695
	Iteration 21Q: 3 clusters Score -1591817 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1591874.625000 Penalty: 10878.887695
	Iteration 22Q: 3 clusters Score -1591875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1591929.125000 Penalty: 10878.887695
	Iteration 23Q: 3 clusters Score -1591929 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1591974.750000 Penalty: 10878.887695
	Iteration 24Q: 3 clusters Score -1591975 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1592016.250000 Penalty: 10878.887695
	Iteration 25Q: 3 clusters Score -1592016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1592060.125000 Penalty: 10878.887695
	Iteration 26Q: 3 clusters Score -1592060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1592088.250000 Penalty: 10878.887695
	Iteration 27Q: 3 clusters Score -1592088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1592105.250000 Penalty: 10878.887695
	Iteration 28Q: 3 clusters Score -1592105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1592120.250000 Penalty: 10878.887695
	Iteration 29Q: 3 clusters Score -1592120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1592132.375000 Penalty: 10878.887695
	Iteration 30Q: 3 clusters Score -1592132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1592144.375000 Penalty: 10878.887695
	Iteration 31Q: 3 clusters Score -1592144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1592153.125000 Penalty: 10878.887695
	Iteration 32Q: 3 clusters Score -1592153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1592162.500000 Penalty: 10878.887695
	Iteration 33Q: 3 clusters Score -1592162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1592169.000000 Penalty: 10878.887695
	Iteration 34Q: 3 clusters Score -1592169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1592172.250000 Penalty: 10878.887695
	Iteration 35Q: 3 clusters Score -1592172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1592175.375000 Penalty: 10878.887695
	Iteration 36Q: 3 clusters Score -1592175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1592177.625000 Penalty: 10878.887695
	Iteration 37Q: 3 clusters Score -1592178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1592183.125000 Penalty: 10878.887695
	Iteration 38Q: 3 clusters Score -1592183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1592193.125000 Penalty: 10878.887695
	Iteration 39Q: 3 clusters Score -1592193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1592204.875000 Penalty: 10878.887695
	Iteration 40F: 3 clusters Score -1592205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1592215.500000 Penalty: 10878.887695
	Iteration 41Q: 3 clusters Score -1592216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1592222.375000 Penalty: 10878.887695
	Iteration 42Q: 3 clusters Score -1592222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1592226.375000 Penalty: 10878.887695
	Iteration 43Q: 3 clusters Score -1592226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1592227.375000 Penalty: 10878.887695
	Iteration 44Q: 3 clusters Score -1592227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1592230.500000 Penalty: 10878.887695
	Iteration 45Q: 3 clusters Score -1592230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1592230.000000 Penalty: 10878.887695
	Iteration 46Q: 3 clusters Score -1592230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1592230.250000 Penalty: 10878.887695
	Iteration 47Q: 3 clusters Score -1592230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1592231.875000 Penalty: 10878.887695
	Iteration 48Q: 3 clusters Score -1592232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1592233.875000 Penalty: 10878.887695
	Iteration 49Q: 3 clusters Score -1592234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1592230.375000 Penalty: 10878.887695
	Iteration 50Q: 3 clusters Score -1592230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1592234.000000 Penalty: 10878.887695
	Iteration 51Q: 3 clusters Score -1592234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1592235.625000 Penalty: 10878.887695
	Iteration 52Q: 3 clusters Score -1592236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1592235.625000 Penalty: 10878.887695
	Iteration 53F: 3 clusters Score -1592236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Entering Unmasked Estep 
Score: -14717530.000000 Penalty: 6781.960938
	Iteration 0F: 2 clusters Score -1.471753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -14672518.000000 Penalty: 13563.921875
	Iteration 0F: 3 clusters Score -1.467252e+07 nChanged 28790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -14688194.000000 Penalty: 13563.921875
	Iteration 1F: 3 clusters Score -1.468819e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -14689158.000000 Penalty: 13563.921875
	Iteration 2Q: 3 clusters Score -1.468916e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -14690100.000000 Penalty: 13563.921875
	Iteration 3Q: 3 clusters Score -1.46901e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -14690828.000000 Penalty: 13563.921875
	Iteration 4Q: 3 clusters Score -1.469083e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -14691529.000000 Penalty: 13563.921875
	Iteration 5Q: 3 clusters Score -1.469153e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -14692211.000000 Penalty: 13563.921875
	Iteration 6Q: 3 clusters Score -1.469221e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -14693014.000000 Penalty: 13563.921875
	Iteration 7Q: 3 clusters Score -1.469301e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -14693783.000000 Penalty: 13563.921875
	Iteration 8Q: 3 clusters Score -1.469378e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -14694729.000000 Penalty: 13563.921875
	Iteration 9Q: 3 clusters Score -1.469473e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -14695665.000000 Penalty: 13563.921875
	Iteration 10Q: 3 clusters Score -1.469566e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -14696633.000000 Penalty: 13563.921875
	Iteration 11Q: 3 clusters Score -1.469663e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -14697510.000000 Penalty: 13563.921875
	Iteration 12Q: 3 clusters Score -1.469751e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -14698448.000000 Penalty: 13563.921875
	Iteration 13Q: 3 clusters Score -1.469845e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -14699246.000000 Penalty: 13563.921875
	Iteration 14Q: 3 clusters Score -1.469925e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -14700038.000000 Penalty: 13563.921875
	Iteration 15Q: 3 clusters Score -1.470004e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -14700812.000000 Penalty: 13563.921875
	Iteration 16Q: 3 clusters Score -1.470081e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -14701571.000000 Penalty: 13563.921875
	Iteration 17Q: 3 clusters Score -1.470157e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -14702242.000000 Penalty: 13563.921875
	Iteration 18Q: 3 clusters Score -1.470224e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -14703072.000000 Penalty: 13563.921875
	Iteration 19Q: 3 clusters Score -1.470307e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -14703903.000000 Penalty: 13563.921875
	Iteration 20F: 3 clusters Score -1.47039e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -14704715.000000 Penalty: 13563.921875
	Iteration 21Q: 3 clusters Score -1.470472e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -14705615.000000 Penalty: 13563.921875
	Iteration 22Q: 3 clusters Score -1.470562e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -14706536.000000 Penalty: 13563.921875
	Iteration 23Q: 3 clusters Score -1.470654e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -14707501.000000 Penalty: 13563.921875
	Iteration 24Q: 3 clusters Score -1.47075e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -14708430.000000 Penalty: 13563.921875
	Iteration 25Q: 3 clusters Score -1.470843e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -14709291.000000 Penalty: 13563.921875
	Iteration 26Q: 3 clusters Score -1.470929e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -14709952.000000 Penalty: 13563.921875
	Iteration 27Q: 3 clusters Score -1.470995e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -14710410.000000 Penalty: 13563.921875
	Iteration 28Q: 3 clusters Score -1.471041e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -14710772.000000 Penalty: 13563.921875
	Iteration 29Q: 3 clusters Score -1.471077e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -14711069.000000 Penalty: 13563.921875
	Iteration 30Q: 3 clusters Score -1.471107e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -14711226.000000 Penalty: 13563.921875
	Iteration 31Q: 3 clusters Score -1.471123e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -14711379.000000 Penalty: 13563.921875
	Iteration 32Q: 3 clusters Score -1.471138e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -14711463.000000 Penalty: 13563.921875
	Iteration 33Q: 3 clusters Score -1.471146e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -14711473.000000 Penalty: 13563.921875
	Iteration 34Q: 3 clusters Score -1.471147e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -14711522.000000 Penalty: 13563.921875
	Iteration 35Q: 3 clusters Score -1.471152e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -14711557.000000 Penalty: 13563.921875
	Iteration 36Q: 3 clusters Score -1.471156e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -14711587.000000 Penalty: 13563.921875
	Iteration 37Q: 3 clusters Score -1.471159e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -14711634.000000 Penalty: 13563.921875
	Iteration 38Q: 3 clusters Score -1.471163e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -14711659.000000 Penalty: 13563.921875
	Iteration 39Q: 3 clusters Score -1.471166e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14711698.000000 Penalty: 13563.921875
	Iteration 40F: 3 clusters Score -1.47117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -14711695.000000 Penalty: 13563.921875
	Iteration 41Q: 3 clusters Score -1.47117e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -14711701.000000 Penalty: 13563.921875
	Iteration 42Q: 3 clusters Score -1.47117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -14711715.000000 Penalty: 13563.921875
	Iteration 43Q: 3 clusters Score -1.471172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -14711773.000000 Penalty: 13563.921875
	Iteration 44Q: 3 clusters Score -1.471177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -14711793.000000 Penalty: 13563.921875
	Iteration 45Q: 3 clusters Score -1.471179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -14711817.000000 Penalty: 13563.921875
	Iteration 46Q: 3 clusters Score -1.471182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -14711823.000000 Penalty: 13563.921875
	Iteration 47Q: 3 clusters Score -1.471182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -14711827.000000 Penalty: 13563.921875
	Iteration 48Q: 3 clusters Score -1.471183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -14711850.000000 Penalty: 13563.921875
	Iteration 49Q: 3 clusters Score -1.471185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -14711848.000000 Penalty: 13563.921875
	Iteration 50Q: 3 clusters Score -1.471185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -14711847.000000 Penalty: 13563.921875
	Iteration 51Q: 3 clusters Score -1.471185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -14711835.000000 Penalty: 13563.921875
	Iteration 52Q: 3 clusters Score -1.471184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -14711854.000000 Penalty: 13563.921875
	Iteration 53Q: 3 clusters Score -1.471185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -14711851.000000 Penalty: 13563.921875
	Iteration 54Q: 3 clusters Score -1.471185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -14711863.000000 Penalty: 13563.921875
	Iteration 55Q: 3 clusters Score -1.471186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -14711855.000000 Penalty: 13563.921875
	Iteration 56Q: 3 clusters Score -1.471186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -14711880.000000 Penalty: 13563.921875
	Iteration 57Q: 3 clusters Score -1.471188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -14711865.000000 Penalty: 13563.921875
	Iteration 58Q: 3 clusters Score -1.471186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -14711869.000000 Penalty: 13563.921875
	Iteration 59Q: 3 clusters Score -1.471187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -14711869.000000 Penalty: 13563.921875
	Iteration 60F: 3 clusters Score -1.471187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -14711877.000000 Penalty: 13563.921875
	Iteration 61Q: 3 clusters Score -1.471188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -14711876.000000 Penalty: 13563.921875
	Iteration 62Q: 3 clusters Score -1.471188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -14711875.000000 Penalty: 13563.921875
	Iteration 63Q: 3 clusters Score -1.471188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -14711875.000000 Penalty: 13563.921875
	Iteration 64F: 3 clusters Score -1.471188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Entering Unmasked Estep 
Score: -5533724.500000 Penalty: 6182.438965
	Iteration 0F: 2 clusters Score -5533724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -5514586.500000 Penalty: 12364.877930
	Iteration 0F: 3 clusters Score -5514586 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -5519820.000000 Penalty: 12364.877930
	Iteration 1F: 3 clusters Score -5519820 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -5520505.000000 Penalty: 12364.877930
	Iteration 2F: 3 clusters Score -5520505 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -5520928.000000 Penalty: 12364.877930
	Iteration 3Q: 3 clusters Score -5520928 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -5521253.000000 Penalty: 12364.877930
	Iteration 4Q: 3 clusters Score -5521253 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -5521478.000000 Penalty: 12364.877930
	Iteration 5Q: 3 clusters Score -5521478 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -5521713.500000 Penalty: 12364.877930
	Iteration 6Q: 3 clusters Score -5521714 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -5521919.500000 Penalty: 12364.877930
	Iteration 7Q: 3 clusters Score -5521920 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -5522108.500000 Penalty: 12364.877930
	Iteration 8Q: 3 clusters Score -5522108 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -5522300.000000 Penalty: 12364.877930
	Iteration 9Q: 3 clusters Score -5522300 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -5522517.000000 Penalty: 12364.877930
	Iteration 10Q: 3 clusters Score -5522517 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -5522705.000000 Penalty: 12364.877930
	Iteration 11Q: 3 clusters Score -5522705 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -5522982.500000 Penalty: 12364.877930
	Iteration 12Q: 3 clusters Score -5522982 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -5523309.500000 Penalty: 12364.877930
	Iteration 13Q: 3 clusters Score -5523310 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -5523764.500000 Penalty: 12364.877930
	Iteration 14Q: 3 clusters Score -5523764 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -5524329.000000 Penalty: 12364.877930
	Iteration 15Q: 3 clusters Score -5524329 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -5524932.500000 Penalty: 12364.877930
	Iteration 16Q: 3 clusters Score -5524932 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -5525531.000000 Penalty: 12364.877930
	Iteration 17Q: 3 clusters Score -5525531 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -5526083.000000 Penalty: 12364.877930
	Iteration 18Q: 3 clusters Score -5526083 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5526606.000000 Penalty: 12364.877930
	Iteration 19Q: 3 clusters Score -5526606 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -5527071.500000 Penalty: 12364.877930
	Iteration 20F: 3 clusters Score -5527072 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5527415.000000 Penalty: 12364.877930
	Iteration 21Q: 3 clusters Score -5527415 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5527706.500000 Penalty: 12364.877930
	Iteration 22Q: 3 clusters Score -5527706 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5527935.500000 Penalty: 12364.877930
	Iteration 23Q: 3 clusters Score -5527936 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5528151.500000 Penalty: 12364.877930
	Iteration 24Q: 3 clusters Score -5528152 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5528353.000000 Penalty: 12364.877930
	Iteration 25Q: 3 clusters Score -5528353 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5528570.000000 Penalty: 12364.877930
	Iteration 26Q: 3 clusters Score -5528570 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5528729.500000 Penalty: 12364.877930
	Iteration 27Q: 3 clusters Score -5528730 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5528851.500000 Penalty: 12364.877930
	Iteration 28Q: 3 clusters Score -5528852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5528920.500000 Penalty: 12364.877930
	Iteration 29Q: 3 clusters Score -5528920 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5528986.500000 Penalty: 12364.877930
	Iteration 30Q: 3 clusters Score -5528986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5529046.000000 Penalty: 12364.877930
	Iteration 31Q: 3 clusters Score -5529046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5529075.000000 Penalty: 12364.877930
	Iteration 32Q: 3 clusters Score -5529075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5529079.000000 Penalty: 12364.877930
	Iteration 33Q: 3 clusters Score -5529079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5529092.500000 Penalty: 12364.877930
	Iteration 34Q: 3 clusters Score -5529092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5529102.000000 Penalty: 12364.877930
	Iteration 35Q: 3 clusters Score -5529102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5529125.000000 Penalty: 12364.877930
	Iteration 36Q: 3 clusters Score -5529125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5529119.500000 Penalty: 12364.877930
	Iteration 37Q: 3 clusters Score -5529120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5529125.000000 Penalty: 12364.877930
	Iteration 38Q: 3 clusters Score -5529125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5529120.500000 Penalty: 12364.877930
	Iteration 39Q: 3 clusters Score -5529120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5529122.000000 Penalty: 12364.877930
	Iteration 40F: 3 clusters Score -5529122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5529122.000000 Penalty: 12364.877930
	Iteration 41Q: 3 clusters Score -5529122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5529116.000000 Penalty: 12364.877930
	Iteration 42Q: 3 clusters Score -5529116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5529118.500000 Penalty: 12364.877930
	Iteration 43Q: 3 clusters Score -5529118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5529118.500000 Penalty: 12364.877930
	Iteration 44F: 3 clusters Score -5529118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -531202.625000 Penalty: 4783.344238
	Iteration 0F: 2 clusters Score -531202.6 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 1236 members 
Entering Unmasked Estep 
Score: -525943.375000 Penalty: 9566.688477
	Iteration 0F: 3 clusters Score -525943.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -526784.437500 Penalty: 9566.688477
	Iteration 1F: 3 clusters Score -526784.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -527159.937500 Penalty: 9566.688477
	Iteration 2F: 3 clusters Score -527159.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -527426.562500 Penalty: 9566.688477
	Iteration 3F: 3 clusters Score -527426.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -527672.000000 Penalty: 9566.688477
	Iteration 4Q: 3 clusters Score -527672 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -527917.875000 Penalty: 9566.688477
	Iteration 5Q: 3 clusters Score -527917.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -528165.750000 Penalty: 9566.688477
	Iteration 6Q: 3 clusters Score -528165.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -528345.937500 Penalty: 9566.688477
	Iteration 7Q: 3 clusters Score -528345.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -528460.187500 Penalty: 9566.688477
	Iteration 8Q: 3 clusters Score -528460.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -528547.375000 Penalty: 9566.688477
	Iteration 9Q: 3 clusters Score -528547.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -528621.437500 Penalty: 9566.688477
	Iteration 10Q: 3 clusters Score -528621.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -528710.625000 Penalty: 9566.688477
	Iteration 11Q: 3 clusters Score -528710.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -528788.937500 Penalty: 9566.688477
	Iteration 12Q: 3 clusters Score -528788.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -528818.875000 Penalty: 9566.688477
	Iteration 13Q: 3 clusters Score -528818.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -528863.625000 Penalty: 9566.688477
	Iteration 14Q: 3 clusters Score -528863.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -528890.875000 Penalty: 9566.688477
	Iteration 15Q: 3 clusters Score -528890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -528900.937500 Penalty: 9566.688477
	Iteration 16Q: 3 clusters Score -528900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -528915.625000 Penalty: 9566.688477
	Iteration 17Q: 3 clusters Score -528915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -528923.000000 Penalty: 9566.688477
	Iteration 18Q: 3 clusters Score -528923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -528931.500000 Penalty: 9566.688477
	Iteration 19Q: 3 clusters Score -528931.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -528949.437500 Penalty: 9566.688477
	Iteration 20F: 3 clusters Score -528949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -528981.250000 Penalty: 9566.688477
	Iteration 21Q: 3 clusters Score -528981.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -529001.437500 Penalty: 9566.688477
	Iteration 22Q: 3 clusters Score -529001.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -529015.687500 Penalty: 9566.688477
	Iteration 23Q: 3 clusters Score -529015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -529022.000000 Penalty: 9566.688477
	Iteration 24Q: 3 clusters Score -529022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -529026.875000 Penalty: 9566.688477
	Iteration 25Q: 3 clusters Score -529026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -529029.250000 Penalty: 9566.688477
	Iteration 26Q: 3 clusters Score -529029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -529029.250000 Penalty: 9566.688477
	Iteration 27F: 3 clusters Score -529029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Entering Unmasked Estep 
Score: -3857838.500000 Penalty: 5959.968750
	Iteration 0F: 2 clusters Score -3857838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3843371.000000 Penalty: 11919.937500
	Iteration 0F: 3 clusters Score -3843371 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3847070.250000 Penalty: 11919.937500
	Iteration 1F: 3 clusters Score -3847070 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3847663.500000 Penalty: 11919.937500
	Iteration 2F: 3 clusters Score -3847664 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3848024.750000 Penalty: 11919.937500
	Iteration 3Q: 3 clusters Score -3848025 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3848242.000000 Penalty: 11919.937500
	Iteration 4Q: 3 clusters Score -3848242 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3848411.500000 Penalty: 11919.937500
	Iteration 5Q: 3 clusters Score -3848412 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3848529.750000 Penalty: 11919.937500
	Iteration 6Q: 3 clusters Score -3848530 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3848629.250000 Penalty: 11919.937500
	Iteration 7Q: 3 clusters Score -3848629 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3848715.500000 Penalty: 11919.937500
	Iteration 8Q: 3 clusters Score -3848716 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3848799.750000 Penalty: 11919.937500
	Iteration 9Q: 3 clusters Score -3848800 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3848881.000000 Penalty: 11919.937500
	Iteration 10Q: 3 clusters Score -3848881 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3848972.500000 Penalty: 11919.937500
	Iteration 11Q: 3 clusters Score -3848972 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3849056.000000 Penalty: 11919.937500
	Iteration 12Q: 3 clusters Score -3849056 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3849160.750000 Penalty: 11919.937500
	Iteration 13Q: 3 clusters Score -3849161 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3849289.500000 Penalty: 11919.937500
	Iteration 14Q: 3 clusters Score -3849290 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3849407.750000 Penalty: 11919.937500
	Iteration 15Q: 3 clusters Score -3849408 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3849541.500000 Penalty: 11919.937500
	Iteration 16Q: 3 clusters Score -3849542 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3849739.500000 Penalty: 11919.937500
	Iteration 17Q: 3 clusters Score -3849740 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3849948.500000 Penalty: 11919.937500
	Iteration 18Q: 3 clusters Score -3849948 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3850212.750000 Penalty: 11919.937500
	Iteration 19Q: 3 clusters Score -3850213 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3850546.500000 Penalty: 11919.937500
	Iteration 20F: 3 clusters Score -3850546 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3850913.750000 Penalty: 11919.937500
	Iteration 21Q: 3 clusters Score -3850914 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3851274.250000 Penalty: 11919.937500
	Iteration 22Q: 3 clusters Score -3851274 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3851572.500000 Penalty: 11919.937500
	Iteration 23Q: 3 clusters Score -3851572 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3851795.250000 Penalty: 11919.937500
	Iteration 24Q: 3 clusters Score -3851795 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3851964.500000 Penalty: 11919.937500
	Iteration 25Q: 3 clusters Score -3851964 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3852127.500000 Penalty: 11919.937500
	Iteration 26Q: 3 clusters Score -3852128 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3852271.000000 Penalty: 11919.937500
	Iteration 27Q: 3 clusters Score -3852271 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3852367.750000 Penalty: 11919.937500
	Iteration 28Q: 3 clusters Score -3852368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3852443.000000 Penalty: 11919.937500
	Iteration 29Q: 3 clusters Score -3852443 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3852499.750000 Penalty: 11919.937500
	Iteration 30Q: 3 clusters Score -3852500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3852559.250000 Penalty: 11919.937500
	Iteration 31Q: 3 clusters Score -3852559 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3852589.750000 Penalty: 11919.937500
	Iteration 32Q: 3 clusters Score -3852590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3852607.750000 Penalty: 11919.937500
	Iteration 33Q: 3 clusters Score -3852608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3852619.250000 Penalty: 11919.937500
	Iteration 34Q: 3 clusters Score -3852619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3852630.500000 Penalty: 11919.937500
	Iteration 35Q: 3 clusters Score -3852630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3852647.750000 Penalty: 11919.937500
	Iteration 36Q: 3 clusters Score -3852648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3852665.250000 Penalty: 11919.937500
	Iteration 37Q: 3 clusters Score -3852665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3852682.750000 Penalty: 11919.937500
	Iteration 38Q: 3 clusters Score -3852683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3852688.250000 Penalty: 11919.937500
	Iteration 39Q: 3 clusters Score -3852688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3852690.250000 Penalty: 11919.937500
	Iteration 40F: 3 clusters Score -3852690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3852701.000000 Penalty: 11919.937500
	Iteration 41Q: 3 clusters Score -3852701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3852709.000000 Penalty: 11919.937500
	Iteration 42Q: 3 clusters Score -3852709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3852712.500000 Penalty: 11919.937500
	Iteration 43Q: 3 clusters Score -3852712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3852715.250000 Penalty: 11919.937500
	Iteration 44Q: 3 clusters Score -3852715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3852720.500000 Penalty: 11919.937500
	Iteration 45Q: 3 clusters Score -3852720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3852726.000000 Penalty: 11919.937500
	Iteration 46Q: 3 clusters Score -3852726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3852738.000000 Penalty: 11919.937500
	Iteration 47Q: 3 clusters Score -3852738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3852733.750000 Penalty: 11919.937500
	Iteration 48Q: 3 clusters Score -3852734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3852740.250000 Penalty: 11919.937500
	Iteration 49Q: 3 clusters Score -3852740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3852740.500000 Penalty: 11919.937500
	Iteration 50Q: 3 clusters Score -3852740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3852746.750000 Penalty: 11919.937500
	Iteration 51Q: 3 clusters Score -3852747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3852744.750000 Penalty: 11919.937500
	Iteration 52Q: 3 clusters Score -3852745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3852743.750000 Penalty: 11919.937500
	Iteration 53Q: 3 clusters Score -3852744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3852743.750000 Penalty: 11919.937500
	Iteration 54F: 3 clusters Score -3852744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Entering Unmasked Estep 
Score: -3506349.500000 Penalty: 5913.664551
	Iteration 0F: 2 clusters Score -3506350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3492788.750000 Penalty: 11827.329102
	Iteration 0F: 3 clusters Score -3492789 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3497168.500000 Penalty: 11827.329102
	Iteration 1F: 3 clusters Score -3497168 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3498734.750000 Penalty: 11827.329102
	Iteration 2F: 3 clusters Score -3498735 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3499987.750000 Penalty: 11827.329102
	Iteration 3F: 3 clusters Score -3499988 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3500996.750000 Penalty: 11827.329102
	Iteration 4F: 3 clusters Score -3500997 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3501778.000000 Penalty: 11827.329102
	Iteration 5F: 3 clusters Score -3501778 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3502287.250000 Penalty: 11827.329102
	Iteration 6Q: 3 clusters Score -3502287 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3502663.500000 Penalty: 11827.329102
	Iteration 7Q: 3 clusters Score -3502664 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3502979.750000 Penalty: 11827.329102
	Iteration 8Q: 3 clusters Score -3502980 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3503192.750000 Penalty: 11827.329102
	Iteration 9Q: 3 clusters Score -3503193 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3503335.000000 Penalty: 11827.329102
	Iteration 10Q: 3 clusters Score -3503335 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3503456.250000 Penalty: 11827.329102
	Iteration 11Q: 3 clusters Score -3503456 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3503553.250000 Penalty: 11827.329102
	Iteration 12Q: 3 clusters Score -3503553 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3503623.750000 Penalty: 11827.329102
	Iteration 13Q: 3 clusters Score -3503624 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3503675.500000 Penalty: 11827.329102
	Iteration 14Q: 3 clusters Score -3503676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3503728.250000 Penalty: 11827.329102
	Iteration 15Q: 3 clusters Score -3503728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3503772.250000 Penalty: 11827.329102
	Iteration 16Q: 3 clusters Score -3503772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3503799.000000 Penalty: 11827.329102
	Iteration 17Q: 3 clusters Score -3503799 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3503830.750000 Penalty: 11827.329102
	Iteration 18Q: 3 clusters Score -3503831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3503847.500000 Penalty: 11827.329102
	Iteration 19Q: 3 clusters Score -3503848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3503875.500000 Penalty: 11827.329102
	Iteration 20F: 3 clusters Score -3503876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3503896.750000 Penalty: 11827.329102
	Iteration 21Q: 3 clusters Score -3503897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3503910.250000 Penalty: 11827.329102
	Iteration 22Q: 3 clusters Score -3503910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3503914.500000 Penalty: 11827.329102
	Iteration 23Q: 3 clusters Score -3503914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3503919.750000 Penalty: 11827.329102
	Iteration 24Q: 3 clusters Score -3503920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3503928.250000 Penalty: 11827.329102
	Iteration 25Q: 3 clusters Score -3503928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3503928.500000 Penalty: 11827.329102
	Iteration 26Q: 3 clusters Score -3503928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3503933.000000 Penalty: 11827.329102
	Iteration 27Q: 3 clusters Score -3503933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3503939.500000 Penalty: 11827.329102
	Iteration 28Q: 3 clusters Score -3503940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3503936.750000 Penalty: 11827.329102
	Iteration 29Q: 3 clusters Score -3503937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3503932.250000 Penalty: 11827.329102
	Iteration 30Q: 3 clusters Score -3503932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3503935.000000 Penalty: 11827.329102
	Iteration 31Q: 3 clusters Score -3503935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3503934.500000 Penalty: 11827.329102
	Iteration 32Q: 3 clusters Score -3503934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3503934.500000 Penalty: 11827.329102
	Iteration 33F: 3 clusters Score -3503934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (142941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142941 members 
Entering Unmasked Estep 
Score: -32633760.000000 Penalty: 7270.489258
	Iteration 0F: 2 clusters Score -3.263376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -32546596.000000 Penalty: 14540.978516
	Iteration 0F: 3 clusters Score -3.25466e+07 nChanged 66524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -32583618.000000 Penalty: 14540.978516
	Iteration 1F: 3 clusters Score -3.258362e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -32584678.000000 Penalty: 14540.978516
	Iteration 2Q: 3 clusters Score -3.258468e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -32585994.000000 Penalty: 14540.978516
	Iteration 3Q: 3 clusters Score -3.258599e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -32587136.000000 Penalty: 14540.978516
	Iteration 4Q: 3 clusters Score -3.258714e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -32588624.000000 Penalty: 14540.978516
	Iteration 5Q: 3 clusters Score -3.258862e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -32590446.000000 Penalty: 14540.978516
	Iteration 6Q: 3 clusters Score -3.259045e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -32593100.000000 Penalty: 14540.978516
	Iteration 7Q: 3 clusters Score -3.25931e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -32597136.000000 Penalty: 14540.978516
	Iteration 8F: 3 clusters Score -3.259714e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100564 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -32602198.000000 Penalty: 14540.978516
	Iteration 9F: 3 clusters Score -3.26022e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -32608564.000000 Penalty: 14540.978516
	Iteration 10F: 3 clusters Score -3.260856e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117435 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -32615368.000000 Penalty: 14540.978516
	Iteration 11F: 3 clusters Score -3.261537e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125149 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -32620540.000000 Penalty: 14540.978516
	Iteration 12F: 3 clusters Score -3.262054e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131241 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -32623718.000000 Penalty: 14540.978516
	Iteration 13Q: 3 clusters Score -3.262372e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135281 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -32625756.000000 Penalty: 14540.978516
	Iteration 14Q: 3 clusters Score -3.262576e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137682 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -32626934.000000 Penalty: 14540.978516
	Iteration 15Q: 3 clusters Score -3.262693e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138891 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -32627546.000000 Penalty: 14540.978516
	Iteration 16Q: 3 clusters Score -3.262755e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139499 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -32627970.000000 Penalty: 14540.978516
	Iteration 17Q: 3 clusters Score -3.262797e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139799 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -32628214.000000 Penalty: 14540.978516
	Iteration 18Q: 3 clusters Score -3.262821e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139934 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -32628368.000000 Penalty: 14540.978516
	Iteration 19Q: 3 clusters Score -3.262837e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140022 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -32628448.000000 Penalty: 14540.978516
	Iteration 20F: 3 clusters Score -3.262845e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140096 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -32628506.000000 Penalty: 14540.978516
	Iteration 21Q: 3 clusters Score -3.262851e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140131 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -32628502.000000 Penalty: 14540.978516
	Iteration 22Q: 3 clusters Score -3.26285e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140148 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -32628522.000000 Penalty: 14540.978516
	Iteration 23Q: 3 clusters Score -3.262852e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140168 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -32628570.000000 Penalty: 14540.978516
	Iteration 24Q: 3 clusters Score -3.262857e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140168 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -32628650.000000 Penalty: 14540.978516
	Iteration 25Q: 3 clusters Score -3.262865e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140175 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -32628668.000000 Penalty: 14540.978516
	Iteration 26Q: 3 clusters Score -3.262867e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -32628678.000000 Penalty: 14540.978516
	Iteration 27Q: 3 clusters Score -3.262868e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140195 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -32628714.000000 Penalty: 14540.978516
	Iteration 28Q: 3 clusters Score -3.262871e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140200 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -32628684.000000 Penalty: 14540.978516
	Iteration 29Q: 3 clusters Score -3.262868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140202 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -32628734.000000 Penalty: 14540.978516
	Iteration 30Q: 3 clusters Score -3.262873e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140213 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -32628764.000000 Penalty: 14540.978516
	Iteration 31Q: 3 clusters Score -3.262876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140215 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -32628770.000000 Penalty: 14540.978516
	Iteration 32Q: 3 clusters Score -3.262877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140217 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -32628792.000000 Penalty: 14540.978516
	Iteration 33Q: 3 clusters Score -3.262879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140224 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -32628744.000000 Penalty: 14540.978516
	Iteration 34Q: 3 clusters Score -3.262874e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -32628770.000000 Penalty: 14540.978516
	Iteration 35Q: 3 clusters Score -3.262877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -32628754.000000 Penalty: 14540.978516
	Iteration 36Q: 3 clusters Score -3.262875e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -32628766.000000 Penalty: 14540.978516
	Iteration 37Q: 3 clusters Score -3.262877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140228 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -32628786.000000 Penalty: 14540.978516
	Iteration 38Q: 3 clusters Score -3.262879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140228 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -32628826.000000 Penalty: 14540.978516
	Iteration 39Q: 3 clusters Score -3.262883e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140228 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -32628818.000000 Penalty: 14540.978516
	Iteration 40F: 3 clusters Score -3.262882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140237 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -32628808.000000 Penalty: 14540.978516
	Iteration 41Q: 3 clusters Score -3.262881e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140246 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -32628816.000000 Penalty: 14540.978516
	Iteration 42Q: 3 clusters Score -3.262882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140250 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -32628848.000000 Penalty: 14540.978516
	Iteration 43Q: 3 clusters Score -3.262885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -32628830.000000 Penalty: 14540.978516
	Iteration 44Q: 3 clusters Score -3.262883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140240 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -32628854.000000 Penalty: 14540.978516
	Iteration 45Q: 3 clusters Score -3.262885e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -32628850.000000 Penalty: 14540.978516
	Iteration 46Q: 3 clusters Score -3.262885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -32628846.000000 Penalty: 14540.978516
	Iteration 47Q: 3 clusters Score -3.262885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140248 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -32628822.000000 Penalty: 14540.978516
	Iteration 48Q: 3 clusters Score -3.262882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -32628858.000000 Penalty: 14540.978516
	Iteration 49Q: 3 clusters Score -3.262886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140246 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -32628854.000000 Penalty: 14540.978516
	Iteration 50Q: 3 clusters Score -3.262885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -32628858.000000 Penalty: 14540.978516
	Iteration 51Q: 3 clusters Score -3.262886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140246 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -32628870.000000 Penalty: 14540.978516
	Iteration 52Q: 3 clusters Score -3.262887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140250 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -32628880.000000 Penalty: 14540.978516
	Iteration 53Q: 3 clusters Score -3.262888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140250 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -32628874.000000 Penalty: 14540.978516
	Iteration 54Q: 3 clusters Score -3.262887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140249 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -32628878.000000 Penalty: 14540.978516
	Iteration 55Q: 3 clusters Score -3.262888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -32628888.000000 Penalty: 14540.978516
	Iteration 56Q: 3 clusters Score -3.262889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140255 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -32628860.000000 Penalty: 14540.978516
	Iteration 57Q: 3 clusters Score -3.262886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140257 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -32628880.000000 Penalty: 14540.978516
	Iteration 58Q: 3 clusters Score -3.262888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140257 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -32628880.000000 Penalty: 14540.978516
	Iteration 59F: 3 clusters Score -3.262888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -183210.484375 Penalty: 4156.864258
	Iteration 0F: 2 clusters Score -183210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -179461.609375 Penalty: 8313.728516
	Iteration 0F: 3 clusters Score -179461.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -179817.296875 Penalty: 8313.728516
	Iteration 1F: 3 clusters Score -179817.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -179916.375000 Penalty: 8313.728516
	Iteration 2Q: 3 clusters Score -179916.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -179954.187500 Penalty: 8313.728516
	Iteration 3Q: 3 clusters Score -179954.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -179975.203125 Penalty: 8313.728516
	Iteration 4Q: 3 clusters Score -179975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -180004.140625 Penalty: 8313.728516
	Iteration 5Q: 3 clusters Score -180004.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -180027.453125 Penalty: 8313.728516
	Iteration 6Q: 3 clusters Score -180027.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -180032.546875 Penalty: 8313.728516
	Iteration 7Q: 3 clusters Score -180032.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -180034.312500 Penalty: 8313.728516
	Iteration 8Q: 3 clusters Score -180034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -180035.906250 Penalty: 8313.728516
	Iteration 9Q: 3 clusters Score -180035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -180036.562500 Penalty: 8313.728516
	Iteration 10Q: 3 clusters Score -180036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -180036.562500 Penalty: 8313.728516
	Iteration 11F: 3 clusters Score -180036.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Entering Unmasked Estep 
Score: -4528492.500000 Penalty: 6053.324219
	Iteration 0F: 2 clusters Score -4528492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4512280.500000 Penalty: 12106.648438
	Iteration 0F: 3 clusters Score -4512280 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4516434.000000 Penalty: 12106.648438
	Iteration 1F: 3 clusters Score -4516434 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -4517073.000000 Penalty: 12106.648438
	Iteration 2F: 3 clusters Score -4517073 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -4517500.000000 Penalty: 12106.648438
	Iteration 3Q: 3 clusters Score -4517500 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -4517773.500000 Penalty: 12106.648438
	Iteration 4Q: 3 clusters Score -4517774 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -4517991.500000 Penalty: 12106.648438
	Iteration 5Q: 3 clusters Score -4517992 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -4518165.500000 Penalty: 12106.648438
	Iteration 6Q: 3 clusters Score -4518166 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -4518284.500000 Penalty: 12106.648438
	Iteration 7Q: 3 clusters Score -4518284 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4518408.000000 Penalty: 12106.648438
	Iteration 8Q: 3 clusters Score -4518408 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4518499.500000 Penalty: 12106.648438
	Iteration 9Q: 3 clusters Score -4518500 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4518591.500000 Penalty: 12106.648438
	Iteration 10Q: 3 clusters Score -4518592 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4518667.000000 Penalty: 12106.648438
	Iteration 11Q: 3 clusters Score -4518667 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4518735.500000 Penalty: 12106.648438
	Iteration 12Q: 3 clusters Score -4518736 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4518807.000000 Penalty: 12106.648438
	Iteration 13Q: 3 clusters Score -4518807 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4518874.000000 Penalty: 12106.648438
	Iteration 14Q: 3 clusters Score -4518874 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4518959.000000 Penalty: 12106.648438
	Iteration 15Q: 3 clusters Score -4518959 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4519061.500000 Penalty: 12106.648438
	Iteration 16Q: 3 clusters Score -4519062 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -4519177.500000 Penalty: 12106.648438
	Iteration 17Q: 3 clusters Score -4519178 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -4519303.000000 Penalty: 12106.648438
	Iteration 18Q: 3 clusters Score -4519303 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -4519426.500000 Penalty: 12106.648438
	Iteration 19Q: 3 clusters Score -4519426 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -4519606.000000 Penalty: 12106.648438
	Iteration 20F: 3 clusters Score -4519606 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -4519773.500000 Penalty: 12106.648438
	Iteration 21Q: 3 clusters Score -4519774 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -4519996.500000 Penalty: 12106.648438
	Iteration 22Q: 3 clusters Score -4519996 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -4520262.500000 Penalty: 12106.648438
	Iteration 23Q: 3 clusters Score -4520262 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -4520545.000000 Penalty: 12106.648438
	Iteration 24Q: 3 clusters Score -4520545 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -4520869.000000 Penalty: 12106.648438
	Iteration 25Q: 3 clusters Score -4520869 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4521224.000000 Penalty: 12106.648438
	Iteration 26Q: 3 clusters Score -4521224 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4521592.500000 Penalty: 12106.648438
	Iteration 27Q: 3 clusters Score -4521592 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4521919.500000 Penalty: 12106.648438
	Iteration 28Q: 3 clusters Score -4521920 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4522179.500000 Penalty: 12106.648438
	Iteration 29Q: 3 clusters Score -4522180 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -4522395.500000 Penalty: 12106.648438
	Iteration 30Q: 3 clusters Score -4522396 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4522589.000000 Penalty: 12106.648438
	Iteration 31Q: 3 clusters Score -4522589 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -4522705.500000 Penalty: 12106.648438
	Iteration 32Q: 3 clusters Score -4522706 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4522808.500000 Penalty: 12106.648438
	Iteration 33Q: 3 clusters Score -4522808 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4522880.000000 Penalty: 12106.648438
	Iteration 34Q: 3 clusters Score -4522880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -4522925.500000 Penalty: 12106.648438
	Iteration 35Q: 3 clusters Score -4522926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -4522976.500000 Penalty: 12106.648438
	Iteration 36Q: 3 clusters Score -4522976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4523014.500000 Penalty: 12106.648438
	Iteration 37Q: 3 clusters Score -4523014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -4523042.000000 Penalty: 12106.648438
	Iteration 38Q: 3 clusters Score -4523042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -4523071.500000 Penalty: 12106.648438
	Iteration 39Q: 3 clusters Score -4523072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4523098.500000 Penalty: 12106.648438
	Iteration 40F: 3 clusters Score -4523098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4523127.000000 Penalty: 12106.648438
	Iteration 41Q: 3 clusters Score -4523127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -4523158.500000 Penalty: 12106.648438
	Iteration 42Q: 3 clusters Score -4523158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -4523176.500000 Penalty: 12106.648438
	Iteration 43Q: 3 clusters Score -4523176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4523186.000000 Penalty: 12106.648438
	Iteration 44Q: 3 clusters Score -4523186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4523204.000000 Penalty: 12106.648438
	Iteration 45Q: 3 clusters Score -4523204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4523207.500000 Penalty: 12106.648438
	Iteration 46Q: 3 clusters Score -4523208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -4523218.000000 Penalty: 12106.648438
	Iteration 47Q: 3 clusters Score -4523218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -4523232.500000 Penalty: 12106.648438
	Iteration 48Q: 3 clusters Score -4523232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -4523240.500000 Penalty: 12106.648438
	Iteration 49Q: 3 clusters Score -4523240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4523235.000000 Penalty: 12106.648438
	Iteration 50Q: 3 clusters Score -4523235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -4523247.000000 Penalty: 12106.648438
	Iteration 51Q: 3 clusters Score -4523247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4523246.000000 Penalty: 12106.648438
	Iteration 52Q: 3 clusters Score -4523246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -4523252.500000 Penalty: 12106.648438
	Iteration 53Q: 3 clusters Score -4523252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4523254.500000 Penalty: 12106.648438
	Iteration 54Q: 3 clusters Score -4523254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -4523253.500000 Penalty: 12106.648438
	Iteration 55Q: 3 clusters Score -4523254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -4523254.500000 Penalty: 12106.648438
	Iteration 56Q: 3 clusters Score -4523254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4523256.500000 Penalty: 12106.648438
	Iteration 57Q: 3 clusters Score -4523256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4523257.000000 Penalty: 12106.648438
	Iteration 58Q: 3 clusters Score -4523257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -4523267.000000 Penalty: 12106.648438
	Iteration 59Q: 3 clusters Score -4523267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4523270.500000 Penalty: 12106.648438
	Iteration 60F: 3 clusters Score -4523270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4523274.500000 Penalty: 12106.648438
	Iteration 61Q: 3 clusters Score -4523274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4523271.000000 Penalty: 12106.648438
	Iteration 62Q: 3 clusters Score -4523271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4523271.000000 Penalty: 12106.648438
	Iteration 63F: 3 clusters Score -4523271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (62051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Entering Unmasked Estep 
Score: -14034053.000000 Penalty: 6759.373535
	Iteration 0F: 2 clusters Score -1.403405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -13990580.000000 Penalty: 13518.747070
	Iteration 0F: 3 clusters Score -1.399058e+07 nChanged 27721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -14005857.000000 Penalty: 13518.747070
	Iteration 1F: 3 clusters Score -1.400586e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -14007280.000000 Penalty: 13518.747070
	Iteration 2F: 3 clusters Score -1.400728e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -14008482.000000 Penalty: 13518.747070
	Iteration 3Q: 3 clusters Score -1.400848e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -14009929.000000 Penalty: 13518.747070
	Iteration 4Q: 3 clusters Score -1.400993e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -14011493.000000 Penalty: 13518.747070
	Iteration 5F: 3 clusters Score -1.401149e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -14013488.000000 Penalty: 13518.747070
	Iteration 6F: 3 clusters Score -1.401349e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -14015762.000000 Penalty: 13518.747070
	Iteration 7F: 3 clusters Score -1.401576e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -14018161.000000 Penalty: 13518.747070
	Iteration 8F: 3 clusters Score -1.401816e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -14020161.000000 Penalty: 13518.747070
	Iteration 9F: 3 clusters Score -1.402016e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -14021542.000000 Penalty: 13518.747070
	Iteration 10Q: 3 clusters Score -1.402154e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -14022709.000000 Penalty: 13518.747070
	Iteration 11Q: 3 clusters Score -1.402271e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -14023574.000000 Penalty: 13518.747070
	Iteration 12Q: 3 clusters Score -1.402357e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -14024194.000000 Penalty: 13518.747070
	Iteration 13Q: 3 clusters Score -1.402419e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -14024819.000000 Penalty: 13518.747070
	Iteration 14Q: 3 clusters Score -1.402482e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -14025404.000000 Penalty: 13518.747070
	Iteration 15Q: 3 clusters Score -1.40254e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -14025964.000000 Penalty: 13518.747070
	Iteration 16Q: 3 clusters Score -1.402596e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -14026511.000000 Penalty: 13518.747070
	Iteration 17Q: 3 clusters Score -1.402651e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -14026882.000000 Penalty: 13518.747070
	Iteration 18Q: 3 clusters Score -1.402688e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -14027226.000000 Penalty: 13518.747070
	Iteration 19Q: 3 clusters Score -1.402723e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -14027489.000000 Penalty: 13518.747070
	Iteration 20F: 3 clusters Score -1.402749e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -14027693.000000 Penalty: 13518.747070
	Iteration 21Q: 3 clusters Score -1.402769e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -14027834.000000 Penalty: 13518.747070
	Iteration 22Q: 3 clusters Score -1.402783e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -14027948.000000 Penalty: 13518.747070
	Iteration 23Q: 3 clusters Score -1.402795e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -14028058.000000 Penalty: 13518.747070
	Iteration 24Q: 3 clusters Score -1.402806e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -14028132.000000 Penalty: 13518.747070
	Iteration 25Q: 3 clusters Score -1.402813e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -14028165.000000 Penalty: 13518.747070
	Iteration 26Q: 3 clusters Score -1.402816e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -14028215.000000 Penalty: 13518.747070
	Iteration 27Q: 3 clusters Score -1.402822e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -14028276.000000 Penalty: 13518.747070
	Iteration 28Q: 3 clusters Score -1.402828e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -14028289.000000 Penalty: 13518.747070
	Iteration 29Q: 3 clusters Score -1.402829e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -14028299.000000 Penalty: 13518.747070
	Iteration 30Q: 3 clusters Score -1.40283e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -14028335.000000 Penalty: 13518.747070
	Iteration 31Q: 3 clusters Score -1.402834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -14028357.000000 Penalty: 13518.747070
	Iteration 32Q: 3 clusters Score -1.402836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -14028397.000000 Penalty: 13518.747070
	Iteration 33Q: 3 clusters Score -1.40284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -14028397.000000 Penalty: 13518.747070
	Iteration 34Q: 3 clusters Score -1.40284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -14028397.000000 Penalty: 13518.747070
	Iteration 35Q: 3 clusters Score -1.40284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -14028431.000000 Penalty: 13518.747070
	Iteration 36Q: 3 clusters Score -1.402843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -14028435.000000 Penalty: 13518.747070
	Iteration 37Q: 3 clusters Score -1.402844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -14028457.000000 Penalty: 13518.747070
	Iteration 38Q: 3 clusters Score -1.402846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -14028477.000000 Penalty: 13518.747070
	Iteration 39Q: 3 clusters Score -1.402848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -14028474.000000 Penalty: 13518.747070
	Iteration 40F: 3 clusters Score -1.402847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -14028484.000000 Penalty: 13518.747070
	Iteration 41Q: 3 clusters Score -1.402848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -14028480.000000 Penalty: 13518.747070
	Iteration 42Q: 3 clusters Score -1.402848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -14028488.000000 Penalty: 13518.747070
	Iteration 43Q: 3 clusters Score -1.402849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -14028488.000000 Penalty: 13518.747070
	Iteration 44Q: 3 clusters Score -1.402849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -14028499.000000 Penalty: 13518.747070
	Iteration 45Q: 3 clusters Score -1.40285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -14028511.000000 Penalty: 13518.747070
	Iteration 46Q: 3 clusters Score -1.402851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -14028505.000000 Penalty: 13518.747070
	Iteration 47Q: 3 clusters Score -1.40285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -14028500.000000 Penalty: 13518.747070
	Iteration 48Q: 3 clusters Score -1.40285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -14028497.000000 Penalty: 13518.747070
	Iteration 49Q: 3 clusters Score -1.40285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -14028500.000000 Penalty: 13518.747070
	Iteration 50Q: 3 clusters Score -1.40285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -14028500.000000 Penalty: 13518.747070
	Iteration 51F: 3 clusters Score -1.40285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (65946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Entering Unmasked Estep 
Score: -14589771.000000 Penalty: 6796.662598
	Iteration 0F: 2 clusters Score -1.458977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -14543864.000000 Penalty: 13593.325195
	Iteration 0F: 3 clusters Score -1.454386e+07 nChanged 29512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -14560108.000000 Penalty: 13593.325195
	Iteration 1F: 3 clusters Score -1.456011e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -14561429.000000 Penalty: 13593.325195
	Iteration 2F: 3 clusters Score -1.456143e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -14562542.000000 Penalty: 13593.325195
	Iteration 3Q: 3 clusters Score -1.456254e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -14563722.000000 Penalty: 13593.325195
	Iteration 4Q: 3 clusters Score -1.456372e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -14564943.000000 Penalty: 13593.325195
	Iteration 5Q: 3 clusters Score -1.456494e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -14566377.000000 Penalty: 13593.325195
	Iteration 6Q: 3 clusters Score -1.456638e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -14567583.000000 Penalty: 13593.325195
	Iteration 7Q: 3 clusters Score -1.456758e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -14568831.000000 Penalty: 13593.325195
	Iteration 8Q: 3 clusters Score -1.456883e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -14569896.000000 Penalty: 13593.325195
	Iteration 9Q: 3 clusters Score -1.45699e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -14570880.000000 Penalty: 13593.325195
	Iteration 10Q: 3 clusters Score -1.457088e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -14571707.000000 Penalty: 13593.325195
	Iteration 11Q: 3 clusters Score -1.457171e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -14572592.000000 Penalty: 13593.325195
	Iteration 12Q: 3 clusters Score -1.457259e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -14573624.000000 Penalty: 13593.325195
	Iteration 13Q: 3 clusters Score -1.457362e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -14574800.000000 Penalty: 13593.325195
	Iteration 14Q: 3 clusters Score -1.45748e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -14576219.000000 Penalty: 13593.325195
	Iteration 15Q: 3 clusters Score -1.457622e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -14577678.000000 Penalty: 13593.325195
	Iteration 16Q: 3 clusters Score -1.457768e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -14579259.000000 Penalty: 13593.325195
	Iteration 17Q: 3 clusters Score -1.457926e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -14580660.000000 Penalty: 13593.325195
	Iteration 18Q: 3 clusters Score -1.458066e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -14581751.000000 Penalty: 13593.325195
	Iteration 19Q: 3 clusters Score -1.458175e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -14582674.000000 Penalty: 13593.325195
	Iteration 20F: 3 clusters Score -1.458267e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -14583250.000000 Penalty: 13593.325195
	Iteration 21Q: 3 clusters Score -1.458325e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -14583643.000000 Penalty: 13593.325195
	Iteration 22Q: 3 clusters Score -1.458364e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -14583900.000000 Penalty: 13593.325195
	Iteration 23Q: 3 clusters Score -1.45839e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -14584091.000000 Penalty: 13593.325195
	Iteration 24Q: 3 clusters Score -1.458409e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -14584341.000000 Penalty: 13593.325195
	Iteration 25Q: 3 clusters Score -1.458434e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -14584465.000000 Penalty: 13593.325195
	Iteration 26Q: 3 clusters Score -1.458446e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -14584610.000000 Penalty: 13593.325195
	Iteration 27Q: 3 clusters Score -1.458461e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -14584781.000000 Penalty: 13593.325195
	Iteration 28Q: 3 clusters Score -1.458478e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -14584887.000000 Penalty: 13593.325195
	Iteration 29Q: 3 clusters Score -1.458489e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -14584999.000000 Penalty: 13593.325195
	Iteration 30Q: 3 clusters Score -1.4585e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -14585067.000000 Penalty: 13593.325195
	Iteration 31Q: 3 clusters Score -1.458507e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -14585190.000000 Penalty: 13593.325195
	Iteration 32Q: 3 clusters Score -1.458519e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -14585245.000000 Penalty: 13593.325195
	Iteration 33Q: 3 clusters Score -1.458524e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -14585284.000000 Penalty: 13593.325195
	Iteration 34Q: 3 clusters Score -1.458528e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -14585308.000000 Penalty: 13593.325195
	Iteration 35Q: 3 clusters Score -1.458531e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -14585404.000000 Penalty: 13593.325195
	Iteration 36Q: 3 clusters Score -1.45854e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -14585435.000000 Penalty: 13593.325195
	Iteration 37Q: 3 clusters Score -1.458544e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -14585521.000000 Penalty: 13593.325195
	Iteration 38Q: 3 clusters Score -1.458552e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -14585563.000000 Penalty: 13593.325195
	Iteration 39Q: 3 clusters Score -1.458556e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -14585598.000000 Penalty: 13593.325195
	Iteration 40F: 3 clusters Score -1.45856e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -14585654.000000 Penalty: 13593.325195
	Iteration 41Q: 3 clusters Score -1.458565e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -14585670.000000 Penalty: 13593.325195
	Iteration 42Q: 3 clusters Score -1.458567e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -14585713.000000 Penalty: 13593.325195
	Iteration 43Q: 3 clusters Score -1.458571e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -14585766.000000 Penalty: 13593.325195
	Iteration 44Q: 3 clusters Score -1.458577e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -14585790.000000 Penalty: 13593.325195
	Iteration 45Q: 3 clusters Score -1.458579e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -14585800.000000 Penalty: 13593.325195
	Iteration 46Q: 3 clusters Score -1.45858e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -14585792.000000 Penalty: 13593.325195
	Iteration 47Q: 3 clusters Score -1.458579e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -14585854.000000 Penalty: 13593.325195
	Iteration 48Q: 3 clusters Score -1.458585e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -14585845.000000 Penalty: 13593.325195
	Iteration 49Q: 3 clusters Score -1.458584e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -14585886.000000 Penalty: 13593.325195
	Iteration 50Q: 3 clusters Score -1.458589e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -14585879.000000 Penalty: 13593.325195
	Iteration 51Q: 3 clusters Score -1.458588e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -14585862.000000 Penalty: 13593.325195
	Iteration 52Q: 3 clusters Score -1.458586e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -14585883.000000 Penalty: 13593.325195
	Iteration 53Q: 3 clusters Score -1.458588e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -14585900.000000 Penalty: 13593.325195
	Iteration 54Q: 3 clusters Score -1.45859e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -14585917.000000 Penalty: 13593.325195
	Iteration 55Q: 3 clusters Score -1.458592e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -14585921.000000 Penalty: 13593.325195
	Iteration 56Q: 3 clusters Score -1.458592e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -14585907.000000 Penalty: 13593.325195
	Iteration 57Q: 3 clusters Score -1.458591e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -14585916.000000 Penalty: 13593.325195
	Iteration 58Q: 3 clusters Score -1.458592e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -14585927.000000 Penalty: 13593.325195
	Iteration 59Q: 3 clusters Score -1.458593e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -14585991.000000 Penalty: 13593.325195
	Iteration 60F: 3 clusters Score -1.458599e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -14586010.000000 Penalty: 13593.325195
	Iteration 61Q: 3 clusters Score -1.458601e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -14586047.000000 Penalty: 13593.325195
	Iteration 62Q: 3 clusters Score -1.458605e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -14586082.000000 Penalty: 13593.325195
	Iteration 63Q: 3 clusters Score -1.458608e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -14586101.000000 Penalty: 13593.325195
	Iteration 64Q: 3 clusters Score -1.45861e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -14586147.000000 Penalty: 13593.325195
	Iteration 65Q: 3 clusters Score -1.458615e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -14586203.000000 Penalty: 13593.325195
	Iteration 66Q: 3 clusters Score -1.45862e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -14586311.000000 Penalty: 13593.325195
	Iteration 67Q: 3 clusters Score -1.458631e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -14586438.000000 Penalty: 13593.325195
	Iteration 68Q: 3 clusters Score -1.458644e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -14586559.000000 Penalty: 13593.325195
	Iteration 69Q: 3 clusters Score -1.458656e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -14586740.000000 Penalty: 13593.325195
	Iteration 70Q: 3 clusters Score -1.458674e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -14586943.000000 Penalty: 13593.325195
	Iteration 71Q: 3 clusters Score -1.458694e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -14587153.000000 Penalty: 13593.325195
	Iteration 72Q: 3 clusters Score -1.458715e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -14587258.000000 Penalty: 13593.325195
	Iteration 73Q: 3 clusters Score -1.458726e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -14587351.000000 Penalty: 13593.325195
	Iteration 74Q: 3 clusters Score -1.458735e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -14587387.000000 Penalty: 13593.325195
	Iteration 75Q: 3 clusters Score -1.458739e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -14587417.000000 Penalty: 13593.325195
	Iteration 76Q: 3 clusters Score -1.458742e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -14587422.000000 Penalty: 13593.325195
	Iteration 77Q: 3 clusters Score -1.458742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -14587436.000000 Penalty: 13593.325195
	Iteration 78Q: 3 clusters Score -1.458744e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -14587463.000000 Penalty: 13593.325195
	Iteration 79Q: 3 clusters Score -1.458746e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -14587453.000000 Penalty: 13593.325195
	Iteration 80F: 3 clusters Score -1.458745e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -14587473.000000 Penalty: 13593.325195
	Iteration 81Q: 3 clusters Score -1.458747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -14587494.000000 Penalty: 13593.325195
	Iteration 82Q: 3 clusters Score -1.458749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -14587503.000000 Penalty: 13593.325195
	Iteration 83Q: 3 clusters Score -1.45875e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -14587534.000000 Penalty: 13593.325195
	Iteration 84Q: 3 clusters Score -1.458753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -14587534.000000 Penalty: 13593.325195
	Iteration 85Q: 3 clusters Score -1.458753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -14587523.000000 Penalty: 13593.325195
	Iteration 86Q: 3 clusters Score -1.458752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -14587554.000000 Penalty: 13593.325195
	Iteration 87Q: 3 clusters Score -1.458755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -14587549.000000 Penalty: 13593.325195
	Iteration 88Q: 3 clusters Score -1.458755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -14587545.000000 Penalty: 13593.325195
	Iteration 89Q: 3 clusters Score -1.458754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -14587543.000000 Penalty: 13593.325195
	Iteration 90Q: 3 clusters Score -1.458754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -14587551.000000 Penalty: 13593.325195
	Iteration 91Q: 3 clusters Score -1.458755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -14587550.000000 Penalty: 13593.325195
	Iteration 92Q: 3 clusters Score -1.458755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -14587541.000000 Penalty: 13593.325195
	Iteration 93Q: 3 clusters Score -1.458754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -14587548.000000 Penalty: 13593.325195
	Iteration 94Q: 3 clusters Score -1.458755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -14587534.000000 Penalty: 13593.325195
	Iteration 95Q: 3 clusters Score -1.458753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -14587546.000000 Penalty: 13593.325195
	Iteration 96Q: 3 clusters Score -1.458755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -14587534.000000 Penalty: 13593.325195
	Iteration 97Q: 3 clusters Score -1.458753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -14587539.000000 Penalty: 13593.325195
	Iteration 98Q: 3 clusters Score -1.458754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -14587539.000000 Penalty: 13593.325195
	Iteration 99F: 3 clusters Score -1.458754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23932 members 
Mstep: Class 4 contains 122599 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 33746 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47272 members 
Mstep: Class 11 contains 54982 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51265 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55926 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142941 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 65946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 279Q: 29 clusters Score -2.724498e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23930 members 
Mstep: Class 4 contains 122599 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 33752 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47271 members 
Mstep: Class 11 contains 54982 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51267 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55926 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142941 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 65942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 280F: 29 clusters Score -2.724497e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23931 members 
Mstep: Class 4 contains 122601 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94812 members 
Mstep: Class 7 contains 33756 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47271 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51271 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55925 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142940 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 65937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 281Q: 29 clusters Score -2.724497e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122600 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94810 members 
Mstep: Class 7 contains 33760 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47271 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51273 members 
Mstep: Class 14 contains 67375 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55923 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142939 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 65933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 282Q: 29 clusters Score -2.724497e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23933 members 
Mstep: Class 4 contains 122601 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94810 members 
Mstep: Class 7 contains 33764 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47272 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51273 members 
Mstep: Class 14 contains 67374 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55924 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142939 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62052 members 
Mstep: Class 28 contains 65928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449696.000000 Penalty: 240310.328125
Iteration 283Q: 29 clusters Score -2.724497e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122601 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94810 members 
Mstep: Class 7 contains 33766 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47273 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51274 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55924 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142938 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62051 members 
Mstep: Class 28 contains 65922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449728.000000 Penalty: 240310.328125
Iteration 284Q: 29 clusters Score -2.724497e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122601 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94809 members 
Mstep: Class 7 contains 33768 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47273 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51275 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55924 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142938 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62049 members 
Mstep: Class 28 contains 65923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449824.000000 Penalty: 240310.328125
Iteration 285Q: 29 clusters Score -2.724498e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122601 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94810 members 
Mstep: Class 7 contains 33770 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 47274 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51277 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55924 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142938 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62049 members 
Mstep: Class 28 contains 65917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449760.000000 Penalty: 240310.328125
Iteration 286Q: 29 clusters Score -2.724498e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94810 members 
Mstep: Class 7 contains 33773 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47275 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51277 members 
Mstep: Class 14 contains 67377 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 55924 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142939 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62049 members 
Mstep: Class 28 contains 65912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449824.000000 Penalty: 240310.328125
Iteration 287Q: 29 clusters Score -2.724498e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94810 members 
Mstep: Class 7 contains 33774 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47275 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 67377 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55924 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142939 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 65912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449792.000000 Penalty: 240310.328125
Iteration 288Q: 29 clusters Score -2.724498e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33775 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47275 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 67377 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55925 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142939 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 65908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449824.000000 Penalty: 240310.328125
Iteration 289Q: 29 clusters Score -2.724498e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33776 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47275 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 67377 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55924 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142939 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 65908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449856.000000 Penalty: 240310.328125
Iteration 290Q: 29 clusters Score -2.724499e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33778 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47275 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55923 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142939 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 65908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449856.000000 Penalty: 240310.328125
Iteration 291Q: 29 clusters Score -2.724499e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33781 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47274 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 67375 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55922 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142939 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 65908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449856.000000 Penalty: 240310.328125
Iteration 292Q: 29 clusters Score -2.724499e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47273 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 67374 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55922 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142938 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 65907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449888.000000 Penalty: 240310.328125
Iteration 293Q: 29 clusters Score -2.724499e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33788 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47271 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 67374 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55922 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142938 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 65906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449888.000000 Penalty: 240310.328125
Iteration 294Q: 29 clusters Score -2.724499e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33790 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47271 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 67374 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55922 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142938 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 65906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449920.000000 Penalty: 240310.328125
Iteration 295Q: 29 clusters Score -2.724499e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33792 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47271 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 67374 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55922 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142938 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 65904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449920.000000 Penalty: 240310.328125
Iteration 296Q: 29 clusters Score -2.724499e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23934 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33792 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47271 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 67374 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55922 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142938 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 65905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449920.000000 Penalty: 240310.328125
Iteration 297Q: 29 clusters Score -2.724499e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 23934 members 
Mstep: Class 4 contains 122602 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33792 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 47271 members 
Mstep: Class 11 contains 54981 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 67374 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 55922 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 142938 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 19594 members 
Mstep: Class 27 contains 62048 members 
Mstep: Class 28 contains 65905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449920.000000 Penalty: 240310.328125
Iteration 298F: 29 clusters Score -2.724499e+08 nChanged 0
Entering ConstructFrom: 
Score: -272449920.000000 Penalty: 240310.328125
Entering ConstructFrom: 
Trying to split cluster 1 (117888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Entering Unmasked Estep 
Score: -26793734.000000 Penalty: 7152.462891
	Iteration 0F: 2 clusters Score -2.679373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -26713946.000000 Penalty: 14304.925781
	Iteration 0F: 3 clusters Score -2.671395e+07 nChanged 54125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -26743548.000000 Penalty: 14304.925781
	Iteration 1F: 3 clusters Score -2.674355e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -26744664.000000 Penalty: 14304.925781
	Iteration 2Q: 3 clusters Score -2.674466e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -26745692.000000 Penalty: 14304.925781
	Iteration 3Q: 3 clusters Score -2.674569e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -26746494.000000 Penalty: 14304.925781
	Iteration 4Q: 3 clusters Score -2.674649e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -26747342.000000 Penalty: 14304.925781
	Iteration 5Q: 3 clusters Score -2.674734e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -26748156.000000 Penalty: 14304.925781
	Iteration 6Q: 3 clusters Score -2.674816e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -26749204.000000 Penalty: 14304.925781
	Iteration 7Q: 3 clusters Score -2.67492e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -26750416.000000 Penalty: 14304.925781
	Iteration 8Q: 3 clusters Score -2.675042e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -26752296.000000 Penalty: 14304.925781
	Iteration 9Q: 3 clusters Score -2.67523e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -26755226.000000 Penalty: 14304.925781
	Iteration 10Q: 3 clusters Score -2.675523e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 83799 members 
Entering Unmasked Estep 
Score: -26759218.000000 Penalty: 14304.925781
	Iteration 11F: 3 clusters Score -2.675922e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 91607 members 
Entering Unmasked Estep 
Score: -26764926.000000 Penalty: 14304.925781
	Iteration 12F: 3 clusters Score -2.676493e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 99887 members 
Entering Unmasked Estep 
Score: -26771574.000000 Penalty: 14304.925781
	Iteration 13F: 3 clusters Score -2.677157e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 107161 members 
Entering Unmasked Estep 
Score: -26778038.000000 Penalty: 14304.925781
	Iteration 14F: 3 clusters Score -2.677804e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -26782572.000000 Penalty: 14304.925781
	Iteration 15Q: 3 clusters Score -2.678257e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 115090 members 
Entering Unmasked Estep 
Score: -26785090.000000 Penalty: 14304.925781
	Iteration 16Q: 3 clusters Score -2.678509e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 116322 members 
Entering Unmasked Estep 
Score: -26786262.000000 Penalty: 14304.925781
	Iteration 17Q: 3 clusters Score -2.678626e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 116787 members 
Entering Unmasked Estep 
Score: -26786726.000000 Penalty: 14304.925781
	Iteration 18Q: 3 clusters Score -2.678673e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 116989 members 
Entering Unmasked Estep 
Score: -26786978.000000 Penalty: 14304.925781
	Iteration 19Q: 3 clusters Score -2.678698e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -26787140.000000 Penalty: 14304.925781
	Iteration 20F: 3 clusters Score -2.678714e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 117151 members 
Entering Unmasked Estep 
Score: -26787196.000000 Penalty: 14304.925781
	Iteration 21Q: 3 clusters Score -2.67872e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 117189 members 
Entering Unmasked Estep 
Score: -26787310.000000 Penalty: 14304.925781
	Iteration 22Q: 3 clusters Score -2.678731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -26787348.000000 Penalty: 14304.925781
	Iteration 23Q: 3 clusters Score -2.678735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -26787352.000000 Penalty: 14304.925781
	Iteration 24Q: 3 clusters Score -2.678735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 117233 members 
Entering Unmasked Estep 
Score: -26787408.000000 Penalty: 14304.925781
	Iteration 25Q: 3 clusters Score -2.678741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 117240 members 
Entering Unmasked Estep 
Score: -26787390.000000 Penalty: 14304.925781
	Iteration 26Q: 3 clusters Score -2.678739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 117248 members 
Entering Unmasked Estep 
Score: -26787424.000000 Penalty: 14304.925781
	Iteration 27Q: 3 clusters Score -2.678742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -26787442.000000 Penalty: 14304.925781
	Iteration 28Q: 3 clusters Score -2.678744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 117263 members 
Entering Unmasked Estep 
Score: -26787434.000000 Penalty: 14304.925781
	Iteration 29Q: 3 clusters Score -2.678743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 117265 members 
Entering Unmasked Estep 
Score: -26787454.000000 Penalty: 14304.925781
	Iteration 30Q: 3 clusters Score -2.678745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 117268 members 
Entering Unmasked Estep 
Score: -26787440.000000 Penalty: 14304.925781
	Iteration 31Q: 3 clusters Score -2.678744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -26787444.000000 Penalty: 14304.925781
	Iteration 32Q: 3 clusters Score -2.678744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 117269 members 
Entering Unmasked Estep 
Score: -26787430.000000 Penalty: 14304.925781
	Iteration 33Q: 3 clusters Score -2.678743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 117269 members 
Entering Unmasked Estep 
Score: -26787430.000000 Penalty: 14304.925781
	Iteration 34F: 3 clusters Score -2.678743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Entering Unmasked Estep 
Score: -3998262.500000 Penalty: 6001.692871
	Iteration 0F: 2 clusters Score -3998262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3983028.500000 Penalty: 12003.385742
	Iteration 0F: 3 clusters Score -3983028 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3987097.000000 Penalty: 12003.385742
	Iteration 1F: 3 clusters Score -3987097 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3987912.250000 Penalty: 12003.385742
	Iteration 2F: 3 clusters Score -3987912 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3988635.750000 Penalty: 12003.385742
	Iteration 3F: 3 clusters Score -3988636 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3989420.750000 Penalty: 12003.385742
	Iteration 4F: 3 clusters Score -3989421 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3990373.750000 Penalty: 12003.385742
	Iteration 5F: 3 clusters Score -3990374 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3991339.500000 Penalty: 12003.385742
	Iteration 6F: 3 clusters Score -3991340 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3992306.750000 Penalty: 12003.385742
	Iteration 7F: 3 clusters Score -3992307 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3993180.500000 Penalty: 12003.385742
	Iteration 8F: 3 clusters Score -3993180 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3993871.000000 Penalty: 12003.385742
	Iteration 9Q: 3 clusters Score -3993871 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3994385.250000 Penalty: 12003.385742
	Iteration 10Q: 3 clusters Score -3994385 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3994745.500000 Penalty: 12003.385742
	Iteration 11Q: 3 clusters Score -3994746 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3994970.000000 Penalty: 12003.385742
	Iteration 12Q: 3 clusters Score -3994970 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3995136.500000 Penalty: 12003.385742
	Iteration 13Q: 3 clusters Score -3995136 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3995282.500000 Penalty: 12003.385742
	Iteration 14Q: 3 clusters Score -3995282 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3995388.500000 Penalty: 12003.385742
	Iteration 15Q: 3 clusters Score -3995388 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3995485.250000 Penalty: 12003.385742
	Iteration 16Q: 3 clusters Score -3995485 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3995580.250000 Penalty: 12003.385742
	Iteration 17Q: 3 clusters Score -3995580 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3995680.750000 Penalty: 12003.385742
	Iteration 18Q: 3 clusters Score -3995681 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3995755.250000 Penalty: 12003.385742
	Iteration 19Q: 3 clusters Score -3995755 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3995839.750000 Penalty: 12003.385742
	Iteration 20F: 3 clusters Score -3995840 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3995883.250000 Penalty: 12003.385742
	Iteration 21Q: 3 clusters Score -3995883 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3995925.500000 Penalty: 12003.385742
	Iteration 22Q: 3 clusters Score -3995926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3995970.750000 Penalty: 12003.385742
	Iteration 23Q: 3 clusters Score -3995971 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3995998.250000 Penalty: 12003.385742
	Iteration 24Q: 3 clusters Score -3995998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3996008.500000 Penalty: 12003.385742
	Iteration 25Q: 3 clusters Score -3996008 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3996026.750000 Penalty: 12003.385742
	Iteration 26Q: 3 clusters Score -3996027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3996044.750000 Penalty: 12003.385742
	Iteration 27Q: 3 clusters Score -3996045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3996059.750000 Penalty: 12003.385742
	Iteration 28Q: 3 clusters Score -3996060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3996075.250000 Penalty: 12003.385742
	Iteration 29Q: 3 clusters Score -3996075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3996096.750000 Penalty: 12003.385742
	Iteration 30Q: 3 clusters Score -3996097 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3996110.750000 Penalty: 12003.385742
	Iteration 31Q: 3 clusters Score -3996111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3996121.500000 Penalty: 12003.385742
	Iteration 32Q: 3 clusters Score -3996122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3996118.750000 Penalty: 12003.385742
	Iteration 33Q: 3 clusters Score -3996119 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3996142.250000 Penalty: 12003.385742
	Iteration 34Q: 3 clusters Score -3996142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3996171.750000 Penalty: 12003.385742
	Iteration 35Q: 3 clusters Score -3996172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3996186.500000 Penalty: 12003.385742
	Iteration 36Q: 3 clusters Score -3996186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3996201.000000 Penalty: 12003.385742
	Iteration 37Q: 3 clusters Score -3996201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3996219.250000 Penalty: 12003.385742
	Iteration 38Q: 3 clusters Score -3996219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3996216.500000 Penalty: 12003.385742
	Iteration 39Q: 3 clusters Score -3996216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3996223.500000 Penalty: 12003.385742
	Iteration 40F: 3 clusters Score -3996224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3996228.250000 Penalty: 12003.385742
	Iteration 41Q: 3 clusters Score -3996228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3996233.000000 Penalty: 12003.385742
	Iteration 42Q: 3 clusters Score -3996233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3996230.250000 Penalty: 12003.385742
	Iteration 43Q: 3 clusters Score -3996230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3996235.750000 Penalty: 12003.385742
	Iteration 44Q: 3 clusters Score -3996236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3996231.500000 Penalty: 12003.385742
	Iteration 45Q: 3 clusters Score -3996232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3996231.500000 Penalty: 12003.385742
	Iteration 46Q: 3 clusters Score -3996232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3996231.000000 Penalty: 12003.385742
	Iteration 47Q: 3 clusters Score -3996231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3996233.000000 Penalty: 12003.385742
	Iteration 48Q: 3 clusters Score -3996233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3996227.500000 Penalty: 12003.385742
	Iteration 49Q: 3 clusters Score -3996228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3996233.000000 Penalty: 12003.385742
	Iteration 50Q: 3 clusters Score -3996233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3996229.500000 Penalty: 12003.385742
	Iteration 51Q: 3 clusters Score -3996230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3996230.750000 Penalty: 12003.385742
	Iteration 52Q: 3 clusters Score -3996231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3996226.500000 Penalty: 12003.385742
	Iteration 53Q: 3 clusters Score -3996226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3996228.500000 Penalty: 12003.385742
	Iteration 54Q: 3 clusters Score -3996228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3996227.000000 Penalty: 12003.385742
	Iteration 55Q: 3 clusters Score -3996227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3996227.000000 Penalty: 12003.385742
	Iteration 56F: 3 clusters Score -3996227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Entering Unmasked Estep 
Score: -5506927.500000 Penalty: 6175.871582
	Iteration 0F: 2 clusters Score -5506928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -5487827.000000 Penalty: 12351.743164
	Iteration 0F: 3 clusters Score -5487827 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -5493110.000000 Penalty: 12351.743164
	Iteration 1F: 3 clusters Score -5493110 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -5493796.500000 Penalty: 12351.743164
	Iteration 2F: 3 clusters Score -5493796 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -5494255.500000 Penalty: 12351.743164
	Iteration 3Q: 3 clusters Score -5494256 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -5494625.000000 Penalty: 12351.743164
	Iteration 4Q: 3 clusters Score -5494625 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -5494905.500000 Penalty: 12351.743164
	Iteration 5Q: 3 clusters Score -5494906 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -5495138.000000 Penalty: 12351.743164
	Iteration 6Q: 3 clusters Score -5495138 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -5495335.000000 Penalty: 12351.743164
	Iteration 7Q: 3 clusters Score -5495335 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -5495515.500000 Penalty: 12351.743164
	Iteration 8Q: 3 clusters Score -5495516 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -5495701.000000 Penalty: 12351.743164
	Iteration 9Q: 3 clusters Score -5495701 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -5495874.000000 Penalty: 12351.743164
	Iteration 10Q: 3 clusters Score -5495874 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -5496074.000000 Penalty: 12351.743164
	Iteration 11Q: 3 clusters Score -5496074 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -5496341.000000 Penalty: 12351.743164
	Iteration 12Q: 3 clusters Score -5496341 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -5496630.000000 Penalty: 12351.743164
	Iteration 13Q: 3 clusters Score -5496630 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -5497022.500000 Penalty: 12351.743164
	Iteration 14Q: 3 clusters Score -5497022 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -5497488.000000 Penalty: 12351.743164
	Iteration 15Q: 3 clusters Score -5497488 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -5497967.000000 Penalty: 12351.743164
	Iteration 16Q: 3 clusters Score -5497967 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -5498546.000000 Penalty: 12351.743164
	Iteration 17Q: 3 clusters Score -5498546 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -5499180.000000 Penalty: 12351.743164
	Iteration 18Q: 3 clusters Score -5499180 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -5499708.000000 Penalty: 12351.743164
	Iteration 19Q: 3 clusters Score -5499708 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -5500132.000000 Penalty: 12351.743164
	Iteration 20F: 3 clusters Score -5500132 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5500512.500000 Penalty: 12351.743164
	Iteration 21Q: 3 clusters Score -5500512 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -5500799.500000 Penalty: 12351.743164
	Iteration 22Q: 3 clusters Score -5500800 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -5500993.000000 Penalty: 12351.743164
	Iteration 23Q: 3 clusters Score -5500993 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5501132.000000 Penalty: 12351.743164
	Iteration 24Q: 3 clusters Score -5501132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5501261.500000 Penalty: 12351.743164
	Iteration 25Q: 3 clusters Score -5501262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5501325.500000 Penalty: 12351.743164
	Iteration 26Q: 3 clusters Score -5501326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -5501394.500000 Penalty: 12351.743164
	Iteration 27Q: 3 clusters Score -5501394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -5501438.000000 Penalty: 12351.743164
	Iteration 28Q: 3 clusters Score -5501438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5501466.500000 Penalty: 12351.743164
	Iteration 29Q: 3 clusters Score -5501466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -5501476.500000 Penalty: 12351.743164
	Iteration 30Q: 3 clusters Score -5501476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -5501487.500000 Penalty: 12351.743164
	Iteration 31Q: 3 clusters Score -5501488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -5501508.500000 Penalty: 12351.743164
	Iteration 32Q: 3 clusters Score -5501508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -5501516.500000 Penalty: 12351.743164
	Iteration 33Q: 3 clusters Score -5501516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -5501529.500000 Penalty: 12351.743164
	Iteration 34Q: 3 clusters Score -5501530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -5501531.500000 Penalty: 12351.743164
	Iteration 35Q: 3 clusters Score -5501532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -5501545.000000 Penalty: 12351.743164
	Iteration 36Q: 3 clusters Score -5501545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -5501550.000000 Penalty: 12351.743164
	Iteration 37Q: 3 clusters Score -5501550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5501548.500000 Penalty: 12351.743164
	Iteration 38Q: 3 clusters Score -5501548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -5501554.500000 Penalty: 12351.743164
	Iteration 39Q: 3 clusters Score -5501554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -5501553.500000 Penalty: 12351.743164
	Iteration 40F: 3 clusters Score -5501554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5501563.500000 Penalty: 12351.743164
	Iteration 41Q: 3 clusters Score -5501564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -5501572.000000 Penalty: 12351.743164
	Iteration 42Q: 3 clusters Score -5501572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5501567.000000 Penalty: 12351.743164
	Iteration 43Q: 3 clusters Score -5501567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5501576.500000 Penalty: 12351.743164
	Iteration 44Q: 3 clusters Score -5501576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -5501573.500000 Penalty: 12351.743164
	Iteration 45Q: 3 clusters Score -5501574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -5501573.500000 Penalty: 12351.743164
	Iteration 46F: 3 clusters Score -5501574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (122602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122602 members 
Entering Unmasked Estep 
Score: -28254080.000000 Penalty: 7176.478027
	Iteration 0F: 2 clusters Score -2.825408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -28173400.000000 Penalty: 14352.956055
	Iteration 0F: 3 clusters Score -2.81734e+07 nChanged 56577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -28205058.000000 Penalty: 14352.956055
	Iteration 1F: 3 clusters Score -2.820506e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -28207406.000000 Penalty: 14352.956055
	Iteration 2Q: 3 clusters Score -2.820741e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -28210618.000000 Penalty: 14352.956055
	Iteration 3F: 3 clusters Score -2.821062e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -28214584.000000 Penalty: 14352.956055
	Iteration 4F: 3 clusters Score -2.821458e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -28219684.000000 Penalty: 14352.956055
	Iteration 5F: 3 clusters Score -2.821968e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -28225472.000000 Penalty: 14352.956055
	Iteration 6F: 3 clusters Score -2.822547e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 93407 members 
Entering Unmasked Estep 
Score: -28232010.000000 Penalty: 14352.956055
	Iteration 7F: 3 clusters Score -2.823201e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 100890 members 
Entering Unmasked Estep 
Score: -28238394.000000 Penalty: 14352.956055
	Iteration 8F: 3 clusters Score -2.823839e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 106742 members 
Entering Unmasked Estep 
Score: -28243388.000000 Penalty: 14352.956055
	Iteration 9Q: 3 clusters Score -2.824339e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 110652 members 
Entering Unmasked Estep 
Score: -28246940.000000 Penalty: 14352.956055
	Iteration 10Q: 3 clusters Score -2.824694e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 113094 members 
Entering Unmasked Estep 
Score: -28249330.000000 Penalty: 14352.956055
	Iteration 11Q: 3 clusters Score -2.824933e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 114531 members 
Entering Unmasked Estep 
Score: -28251058.000000 Penalty: 14352.956055
	Iteration 12Q: 3 clusters Score -2.825106e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 115433 members 
Entering Unmasked Estep 
Score: -28252116.000000 Penalty: 14352.956055
	Iteration 13Q: 3 clusters Score -2.825212e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 116011 members 
Entering Unmasked Estep 
Score: -28252752.000000 Penalty: 14352.956055
	Iteration 14Q: 3 clusters Score -2.825275e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 116411 members 
Entering Unmasked Estep 
Score: -28252988.000000 Penalty: 14352.956055
	Iteration 15Q: 3 clusters Score -2.825299e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 116686 members 
Entering Unmasked Estep 
Score: -28253138.000000 Penalty: 14352.956055
	Iteration 16Q: 3 clusters Score -2.825314e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 116877 members 
Entering Unmasked Estep 
Score: -28253228.000000 Penalty: 14352.956055
	Iteration 17Q: 3 clusters Score -2.825323e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 117015 members 
Entering Unmasked Estep 
Score: -28253210.000000 Penalty: 14352.956055
	Iteration 18Q: 3 clusters Score -2.825321e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -28253180.000000 Penalty: 14352.956055
	Iteration 19Q: 3 clusters Score -2.825318e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 117170 members 
Entering Unmasked Estep 
Score: -28253184.000000 Penalty: 14352.956055
	Iteration 20F: 3 clusters Score -2.825318e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 117208 members 
Entering Unmasked Estep 
Score: -28253178.000000 Penalty: 14352.956055
	Iteration 21Q: 3 clusters Score -2.825318e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 117231 members 
Entering Unmasked Estep 
Score: -28253160.000000 Penalty: 14352.956055
	Iteration 22Q: 3 clusters Score -2.825316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 117247 members 
Entering Unmasked Estep 
Score: -28253154.000000 Penalty: 14352.956055
	Iteration 23Q: 3 clusters Score -2.825315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -28253160.000000 Penalty: 14352.956055
	Iteration 24Q: 3 clusters Score -2.825316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -28253138.000000 Penalty: 14352.956055
	Iteration 25Q: 3 clusters Score -2.825314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 117275 members 
Entering Unmasked Estep 
Score: -28253150.000000 Penalty: 14352.956055
	Iteration 26Q: 3 clusters Score -2.825315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -28253148.000000 Penalty: 14352.956055
	Iteration 27Q: 3 clusters Score -2.825315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 117288 members 
Entering Unmasked Estep 
Score: -28253150.000000 Penalty: 14352.956055
	Iteration 28Q: 3 clusters Score -2.825315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 117289 members 
Entering Unmasked Estep 
Score: -28253128.000000 Penalty: 14352.956055
	Iteration 29Q: 3 clusters Score -2.825313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 117293 members 
Entering Unmasked Estep 
Score: -28253146.000000 Penalty: 14352.956055
	Iteration 30Q: 3 clusters Score -2.825315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 117296 members 
Entering Unmasked Estep 
Score: -28253144.000000 Penalty: 14352.956055
	Iteration 31Q: 3 clusters Score -2.825314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -28253150.000000 Penalty: 14352.956055
	Iteration 32Q: 3 clusters Score -2.825315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -28253162.000000 Penalty: 14352.956055
	Iteration 33Q: 3 clusters Score -2.825316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -28253162.000000 Penalty: 14352.956055
	Iteration 34F: 3 clusters Score -2.825316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Entering Unmasked Estep 
Score: -2950976.500000 Penalty: 5800.852539
	Iteration 0F: 2 clusters Score -2950976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2938821.000000 Penalty: 11601.705078
	Iteration 0F: 3 clusters Score -2938821 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2941633.000000 Penalty: 11601.705078
	Iteration 1F: 3 clusters Score -2941633 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2942147.500000 Penalty: 11601.705078
	Iteration 2F: 3 clusters Score -2942148 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2942513.000000 Penalty: 11601.705078
	Iteration 3F: 3 clusters Score -2942513 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2942763.750000 Penalty: 11601.705078
	Iteration 4Q: 3 clusters Score -2942764 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2942965.750000 Penalty: 11601.705078
	Iteration 5Q: 3 clusters Score -2942966 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2943140.500000 Penalty: 11601.705078
	Iteration 6Q: 3 clusters Score -2943140 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2943288.500000 Penalty: 11601.705078
	Iteration 7Q: 3 clusters Score -2943288 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2943426.000000 Penalty: 11601.705078
	Iteration 8Q: 3 clusters Score -2943426 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2943537.500000 Penalty: 11601.705078
	Iteration 9Q: 3 clusters Score -2943538 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2943650.750000 Penalty: 11601.705078
	Iteration 10Q: 3 clusters Score -2943651 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2943742.250000 Penalty: 11601.705078
	Iteration 11Q: 3 clusters Score -2943742 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2943860.500000 Penalty: 11601.705078
	Iteration 12Q: 3 clusters Score -2943860 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2943966.250000 Penalty: 11601.705078
	Iteration 13Q: 3 clusters Score -2943966 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2944092.750000 Penalty: 11601.705078
	Iteration 14Q: 3 clusters Score -2944093 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2944212.500000 Penalty: 11601.705078
	Iteration 15Q: 3 clusters Score -2944212 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2944303.500000 Penalty: 11601.705078
	Iteration 16Q: 3 clusters Score -2944304 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2944386.000000 Penalty: 11601.705078
	Iteration 17Q: 3 clusters Score -2944386 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2944458.500000 Penalty: 11601.705078
	Iteration 18Q: 3 clusters Score -2944458 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2944516.250000 Penalty: 11601.705078
	Iteration 19Q: 3 clusters Score -2944516 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2944560.750000 Penalty: 11601.705078
	Iteration 20F: 3 clusters Score -2944561 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2944617.500000 Penalty: 11601.705078
	Iteration 21Q: 3 clusters Score -2944618 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2944649.000000 Penalty: 11601.705078
	Iteration 22Q: 3 clusters Score -2944649 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2944688.750000 Penalty: 11601.705078
	Iteration 23Q: 3 clusters Score -2944689 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2944733.500000 Penalty: 11601.705078
	Iteration 24Q: 3 clusters Score -2944734 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2944781.250000 Penalty: 11601.705078
	Iteration 25Q: 3 clusters Score -2944781 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2944828.000000 Penalty: 11601.705078
	Iteration 26Q: 3 clusters Score -2944828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2944849.750000 Penalty: 11601.705078
	Iteration 27Q: 3 clusters Score -2944850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2944885.750000 Penalty: 11601.705078
	Iteration 28Q: 3 clusters Score -2944886 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2944906.250000 Penalty: 11601.705078
	Iteration 29Q: 3 clusters Score -2944906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2944929.750000 Penalty: 11601.705078
	Iteration 30Q: 3 clusters Score -2944930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2944963.250000 Penalty: 11601.705078
	Iteration 31Q: 3 clusters Score -2944963 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2944981.500000 Penalty: 11601.705078
	Iteration 32Q: 3 clusters Score -2944982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2945000.250000 Penalty: 11601.705078
	Iteration 33Q: 3 clusters Score -2945000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2945024.000000 Penalty: 11601.705078
	Iteration 34Q: 3 clusters Score -2945024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2945040.500000 Penalty: 11601.705078
	Iteration 35Q: 3 clusters Score -2945040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2945055.750000 Penalty: 11601.705078
	Iteration 36Q: 3 clusters Score -2945056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2945071.500000 Penalty: 11601.705078
	Iteration 37Q: 3 clusters Score -2945072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2945085.000000 Penalty: 11601.705078
	Iteration 38Q: 3 clusters Score -2945085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2945095.000000 Penalty: 11601.705078
	Iteration 39Q: 3 clusters Score -2945095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2945110.250000 Penalty: 11601.705078
	Iteration 40F: 3 clusters Score -2945110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2945120.000000 Penalty: 11601.705078
	Iteration 41Q: 3 clusters Score -2945120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2945129.750000 Penalty: 11601.705078
	Iteration 42Q: 3 clusters Score -2945130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2945134.750000 Penalty: 11601.705078
	Iteration 43Q: 3 clusters Score -2945135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2945143.250000 Penalty: 11601.705078
	Iteration 44Q: 3 clusters Score -2945143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2945153.000000 Penalty: 11601.705078
	Iteration 45Q: 3 clusters Score -2945153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2945164.750000 Penalty: 11601.705078
	Iteration 46Q: 3 clusters Score -2945165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2945167.000000 Penalty: 11601.705078
	Iteration 47Q: 3 clusters Score -2945167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2945171.500000 Penalty: 11601.705078
	Iteration 48Q: 3 clusters Score -2945172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2945174.750000 Penalty: 11601.705078
	Iteration 49Q: 3 clusters Score -2945175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2945171.000000 Penalty: 11601.705078
	Iteration 50Q: 3 clusters Score -2945171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2945171.250000 Penalty: 11601.705078
	Iteration 51Q: 3 clusters Score -2945171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2945179.500000 Penalty: 11601.705078
	Iteration 52Q: 3 clusters Score -2945180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2945179.250000 Penalty: 11601.705078
	Iteration 53Q: 3 clusters Score -2945179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2945181.500000 Penalty: 11601.705078
	Iteration 54Q: 3 clusters Score -2945182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2945182.500000 Penalty: 11601.705078
	Iteration 55Q: 3 clusters Score -2945182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2945179.500000 Penalty: 11601.705078
	Iteration 56Q: 3 clusters Score -2945180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2945180.000000 Penalty: 11601.705078
	Iteration 57Q: 3 clusters Score -2945180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2945174.500000 Penalty: 11601.705078
	Iteration 58Q: 3 clusters Score -2945174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2945175.000000 Penalty: 11601.705078
	Iteration 59Q: 3 clusters Score -2945175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2945175.750000 Penalty: 11601.705078
	Iteration 60F: 3 clusters Score -2945176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2945179.750000 Penalty: 11601.705078
	Iteration 61Q: 3 clusters Score -2945180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2945181.500000 Penalty: 11601.705078
	Iteration 62Q: 3 clusters Score -2945182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2945181.500000 Penalty: 11601.705078
	Iteration 63F: 3 clusters Score -2945182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (94811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94811 members 
Entering Unmasked Estep 
Score: -21842902.000000 Penalty: 7019.029785
	Iteration 0F: 2 clusters Score -2.18429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -21778918.000000 Penalty: 14038.059570
	Iteration 0F: 3 clusters Score -2.177892e+07 nChanged 43233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -21802560.000000 Penalty: 14038.059570
	Iteration 1F: 3 clusters Score -2.180256e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -21803464.000000 Penalty: 14038.059570
	Iteration 2Q: 3 clusters Score -2.180346e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -21804266.000000 Penalty: 14038.059570
	Iteration 3Q: 3 clusters Score -2.180427e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -21805008.000000 Penalty: 14038.059570
	Iteration 4Q: 3 clusters Score -2.180501e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -21805644.000000 Penalty: 14038.059570
	Iteration 5Q: 3 clusters Score -2.180564e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -21806156.000000 Penalty: 14038.059570
	Iteration 6Q: 3 clusters Score -2.180616e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -21806734.000000 Penalty: 14038.059570
	Iteration 7Q: 3 clusters Score -2.180673e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -21807206.000000 Penalty: 14038.059570
	Iteration 8Q: 3 clusters Score -2.180721e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -21807644.000000 Penalty: 14038.059570
	Iteration 9Q: 3 clusters Score -2.180764e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -21808192.000000 Penalty: 14038.059570
	Iteration 10Q: 3 clusters Score -2.180819e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -21808844.000000 Penalty: 14038.059570
	Iteration 11Q: 3 clusters Score -2.180884e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -21809782.000000 Penalty: 14038.059570
	Iteration 12Q: 3 clusters Score -2.180978e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -21811050.000000 Penalty: 14038.059570
	Iteration 13Q: 3 clusters Score -2.181105e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -21812876.000000 Penalty: 14038.059570
	Iteration 14Q: 3 clusters Score -2.181288e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -21815544.000000 Penalty: 14038.059570
	Iteration 15Q: 3 clusters Score -2.181554e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -21819368.000000 Penalty: 14038.059570
	Iteration 16F: 3 clusters Score -2.181937e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -21823724.000000 Penalty: 14038.059570
	Iteration 17F: 3 clusters Score -2.182372e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -21828014.000000 Penalty: 14038.059570
	Iteration 18F: 3 clusters Score -2.182801e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -21831548.000000 Penalty: 14038.059570
	Iteration 19Q: 3 clusters Score -2.183155e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -21833762.000000 Penalty: 14038.059570
	Iteration 20F: 3 clusters Score -2.183376e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91942 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -21835100.000000 Penalty: 14038.059570
	Iteration 21Q: 3 clusters Score -2.18351e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92744 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21835776.000000 Penalty: 14038.059570
	Iteration 22Q: 3 clusters Score -2.183578e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -21836104.000000 Penalty: 14038.059570
	Iteration 23Q: 3 clusters Score -2.18361e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -21836306.000000 Penalty: 14038.059570
	Iteration 24Q: 3 clusters Score -2.183631e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -21836442.000000 Penalty: 14038.059570
	Iteration 25Q: 3 clusters Score -2.183644e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -21836526.000000 Penalty: 14038.059570
	Iteration 26Q: 3 clusters Score -2.183653e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93627 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21836556.000000 Penalty: 14038.059570
	Iteration 27Q: 3 clusters Score -2.183656e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93667 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21836576.000000 Penalty: 14038.059570
	Iteration 28Q: 3 clusters Score -2.183658e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -21836590.000000 Penalty: 14038.059570
	Iteration 29Q: 3 clusters Score -2.183659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93708 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -21836608.000000 Penalty: 14038.059570
	Iteration 30Q: 3 clusters Score -2.183661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -21836606.000000 Penalty: 14038.059570
	Iteration 31Q: 3 clusters Score -2.183661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21836620.000000 Penalty: 14038.059570
	Iteration 32Q: 3 clusters Score -2.183662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -21836638.000000 Penalty: 14038.059570
	Iteration 33Q: 3 clusters Score -2.183664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93748 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21836676.000000 Penalty: 14038.059570
	Iteration 34Q: 3 clusters Score -2.183668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93760 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -21836686.000000 Penalty: 14038.059570
	Iteration 35Q: 3 clusters Score -2.183669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21836700.000000 Penalty: 14038.059570
	Iteration 36Q: 3 clusters Score -2.18367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93778 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -21836694.000000 Penalty: 14038.059570
	Iteration 37Q: 3 clusters Score -2.183669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -21836668.000000 Penalty: 14038.059570
	Iteration 38Q: 3 clusters Score -2.183667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93794 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -21836672.000000 Penalty: 14038.059570
	Iteration 39Q: 3 clusters Score -2.183667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -21836694.000000 Penalty: 14038.059570
	Iteration 40F: 3 clusters Score -2.183669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -21836700.000000 Penalty: 14038.059570
	Iteration 41Q: 3 clusters Score -2.18367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -21836706.000000 Penalty: 14038.059570
	Iteration 42Q: 3 clusters Score -2.183671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21836712.000000 Penalty: 14038.059570
	Iteration 43Q: 3 clusters Score -2.183671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21836716.000000 Penalty: 14038.059570
	Iteration 44Q: 3 clusters Score -2.183672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21836718.000000 Penalty: 14038.059570
	Iteration 45Q: 3 clusters Score -2.183672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21836718.000000 Penalty: 14038.059570
	Iteration 46F: 3 clusters Score -2.183672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Entering Unmasked Estep 
Score: -7699918.500000 Penalty: 6387.137207
	Iteration 0F: 2 clusters Score -7699918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -7674613.000000 Penalty: 12774.274414
	Iteration 0F: 3 clusters Score -7674613 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -7682117.500000 Penalty: 12774.274414
	Iteration 1F: 3 clusters Score -7682118 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -7682938.500000 Penalty: 12774.274414
	Iteration 2F: 3 clusters Score -7682938 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -7683608.000000 Penalty: 12774.274414
	Iteration 3Q: 3 clusters Score -7683608 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -7684282.000000 Penalty: 12774.274414
	Iteration 4Q: 3 clusters Score -7684282 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -7684862.000000 Penalty: 12774.274414
	Iteration 5Q: 3 clusters Score -7684862 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -7685698.000000 Penalty: 12774.274414
	Iteration 6Q: 3 clusters Score -7685698 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -7686668.500000 Penalty: 12774.274414
	Iteration 7Q: 3 clusters Score -7686668 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -7687812.000000 Penalty: 12774.274414
	Iteration 8F: 3 clusters Score -7687812 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -7689003.000000 Penalty: 12774.274414
	Iteration 9F: 3 clusters Score -7689003 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -7690264.000000 Penalty: 12774.274414
	Iteration 10Q: 3 clusters Score -7690264 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7691401.000000 Penalty: 12774.274414
	Iteration 11Q: 3 clusters Score -7691401 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7692340.500000 Penalty: 12774.274414
	Iteration 12Q: 3 clusters Score -7692340 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7692945.000000 Penalty: 12774.274414
	Iteration 13Q: 3 clusters Score -7692945 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7693387.000000 Penalty: 12774.274414
	Iteration 14Q: 3 clusters Score -7693387 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7693669.000000 Penalty: 12774.274414
	Iteration 15Q: 3 clusters Score -7693669 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7693837.000000 Penalty: 12774.274414
	Iteration 16Q: 3 clusters Score -7693837 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7693997.500000 Penalty: 12774.274414
	Iteration 17Q: 3 clusters Score -7693998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7694101.500000 Penalty: 12774.274414
	Iteration 18Q: 3 clusters Score -7694102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7694171.000000 Penalty: 12774.274414
	Iteration 19Q: 3 clusters Score -7694171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7694216.500000 Penalty: 12774.274414
	Iteration 20F: 3 clusters Score -7694216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7694249.000000 Penalty: 12774.274414
	Iteration 21Q: 3 clusters Score -7694249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7694284.000000 Penalty: 12774.274414
	Iteration 22Q: 3 clusters Score -7694284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7694323.000000 Penalty: 12774.274414
	Iteration 23Q: 3 clusters Score -7694323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7694358.000000 Penalty: 12774.274414
	Iteration 24Q: 3 clusters Score -7694358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7694371.500000 Penalty: 12774.274414
	Iteration 25Q: 3 clusters Score -7694372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7694377.000000 Penalty: 12774.274414
	Iteration 26Q: 3 clusters Score -7694377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7694387.000000 Penalty: 12774.274414
	Iteration 27Q: 3 clusters Score -7694387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7694395.500000 Penalty: 12774.274414
	Iteration 28Q: 3 clusters Score -7694396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7694399.500000 Penalty: 12774.274414
	Iteration 29Q: 3 clusters Score -7694400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7694394.500000 Penalty: 12774.274414
	Iteration 30Q: 3 clusters Score -7694394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7694390.500000 Penalty: 12774.274414
	Iteration 31Q: 3 clusters Score -7694390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7694390.500000 Penalty: 12774.274414
	Iteration 32F: 3 clusters Score -7694390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Entering Unmasked Estep 
Score: -3760451.250000 Penalty: 5964.611328
	Iteration 0F: 2 clusters Score -3760451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3745903.750000 Penalty: 11929.222656
	Iteration 0F: 3 clusters Score -3745904 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3749454.250000 Penalty: 11929.222656
	Iteration 1F: 3 clusters Score -3749454 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3750074.750000 Penalty: 11929.222656
	Iteration 2F: 3 clusters Score -3750075 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3750470.250000 Penalty: 11929.222656
	Iteration 3Q: 3 clusters Score -3750470 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3750730.500000 Penalty: 11929.222656
	Iteration 4Q: 3 clusters Score -3750730 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3750966.250000 Penalty: 11929.222656
	Iteration 5Q: 3 clusters Score -3750966 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3751151.500000 Penalty: 11929.222656
	Iteration 6Q: 3 clusters Score -3751152 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3751286.250000 Penalty: 11929.222656
	Iteration 7Q: 3 clusters Score -3751286 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3751395.000000 Penalty: 11929.222656
	Iteration 8Q: 3 clusters Score -3751395 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3751533.250000 Penalty: 11929.222656
	Iteration 9Q: 3 clusters Score -3751533 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3751663.000000 Penalty: 11929.222656
	Iteration 10Q: 3 clusters Score -3751663 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3751758.750000 Penalty: 11929.222656
	Iteration 11Q: 3 clusters Score -3751759 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3751901.250000 Penalty: 11929.222656
	Iteration 12Q: 3 clusters Score -3751901 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3752021.750000 Penalty: 11929.222656
	Iteration 13Q: 3 clusters Score -3752022 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3752144.500000 Penalty: 11929.222656
	Iteration 14Q: 3 clusters Score -3752144 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3752298.500000 Penalty: 11929.222656
	Iteration 15Q: 3 clusters Score -3752298 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3752428.000000 Penalty: 11929.222656
	Iteration 16Q: 3 clusters Score -3752428 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3752598.250000 Penalty: 11929.222656
	Iteration 17Q: 3 clusters Score -3752598 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3752788.750000 Penalty: 11929.222656
	Iteration 18Q: 3 clusters Score -3752789 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3752980.250000 Penalty: 11929.222656
	Iteration 19Q: 3 clusters Score -3752980 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3753177.250000 Penalty: 11929.222656
	Iteration 20F: 3 clusters Score -3753177 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3753413.000000 Penalty: 11929.222656
	Iteration 21Q: 3 clusters Score -3753413 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3753646.000000 Penalty: 11929.222656
	Iteration 22Q: 3 clusters Score -3753646 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3753878.750000 Penalty: 11929.222656
	Iteration 23Q: 3 clusters Score -3753879 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3754098.250000 Penalty: 11929.222656
	Iteration 24Q: 3 clusters Score -3754098 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3754349.250000 Penalty: 11929.222656
	Iteration 25Q: 3 clusters Score -3754349 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3754552.250000 Penalty: 11929.222656
	Iteration 26Q: 3 clusters Score -3754552 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3754732.000000 Penalty: 11929.222656
	Iteration 27Q: 3 clusters Score -3754732 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3754877.750000 Penalty: 11929.222656
	Iteration 28Q: 3 clusters Score -3754878 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3754996.500000 Penalty: 11929.222656
	Iteration 29Q: 3 clusters Score -3754996 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3755073.500000 Penalty: 11929.222656
	Iteration 30Q: 3 clusters Score -3755074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3755144.750000 Penalty: 11929.222656
	Iteration 31Q: 3 clusters Score -3755145 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3755219.000000 Penalty: 11929.222656
	Iteration 32Q: 3 clusters Score -3755219 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3755269.000000 Penalty: 11929.222656
	Iteration 33Q: 3 clusters Score -3755269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3755307.000000 Penalty: 11929.222656
	Iteration 34Q: 3 clusters Score -3755307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3755335.750000 Penalty: 11929.222656
	Iteration 35Q: 3 clusters Score -3755336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3755349.250000 Penalty: 11929.222656
	Iteration 36Q: 3 clusters Score -3755349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3755361.500000 Penalty: 11929.222656
	Iteration 37Q: 3 clusters Score -3755362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3755375.750000 Penalty: 11929.222656
	Iteration 38Q: 3 clusters Score -3755376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3755383.500000 Penalty: 11929.222656
	Iteration 39Q: 3 clusters Score -3755384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3755401.250000 Penalty: 11929.222656
	Iteration 40F: 3 clusters Score -3755401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3755414.750000 Penalty: 11929.222656
	Iteration 41Q: 3 clusters Score -3755415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3755421.750000 Penalty: 11929.222656
	Iteration 42Q: 3 clusters Score -3755422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3755427.750000 Penalty: 11929.222656
	Iteration 43Q: 3 clusters Score -3755428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3755427.750000 Penalty: 11929.222656
	Iteration 44Q: 3 clusters Score -3755428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3755445.000000 Penalty: 11929.222656
	Iteration 45Q: 3 clusters Score -3755445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3755454.250000 Penalty: 11929.222656
	Iteration 46Q: 3 clusters Score -3755454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3755463.750000 Penalty: 11929.222656
	Iteration 47Q: 3 clusters Score -3755464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3755462.750000 Penalty: 11929.222656
	Iteration 48Q: 3 clusters Score -3755463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3755465.000000 Penalty: 11929.222656
	Iteration 49Q: 3 clusters Score -3755465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3755465.000000 Penalty: 11929.222656
	Iteration 50F: 3 clusters Score -3755465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Entering Unmasked Estep 
Score: -2528522.500000 Penalty: 5725.817871
	Iteration 0F: 2 clusters Score -2528522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2517398.250000 Penalty: 11451.635742
	Iteration 0F: 3 clusters Score -2517398 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2519810.000000 Penalty: 11451.635742
	Iteration 1F: 3 clusters Score -2519810 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2520384.750000 Penalty: 11451.635742
	Iteration 2F: 3 clusters Score -2520385 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2520773.750000 Penalty: 11451.635742
	Iteration 3F: 3 clusters Score -2520774 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2521110.500000 Penalty: 11451.635742
	Iteration 4Q: 3 clusters Score -2521110 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2521388.250000 Penalty: 11451.635742
	Iteration 5Q: 3 clusters Score -2521388 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2521629.500000 Penalty: 11451.635742
	Iteration 6Q: 3 clusters Score -2521630 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2521856.750000 Penalty: 11451.635742
	Iteration 7Q: 3 clusters Score -2521857 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2522047.000000 Penalty: 11451.635742
	Iteration 8Q: 3 clusters Score -2522047 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2522245.750000 Penalty: 11451.635742
	Iteration 9Q: 3 clusters Score -2522246 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2522466.250000 Penalty: 11451.635742
	Iteration 10Q: 3 clusters Score -2522466 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2522726.000000 Penalty: 11451.635742
	Iteration 11Q: 3 clusters Score -2522726 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2522977.500000 Penalty: 11451.635742
	Iteration 12Q: 3 clusters Score -2522978 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2523221.000000 Penalty: 11451.635742
	Iteration 13Q: 3 clusters Score -2523221 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2523443.750000 Penalty: 11451.635742
	Iteration 14Q: 3 clusters Score -2523444 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2523656.500000 Penalty: 11451.635742
	Iteration 15Q: 3 clusters Score -2523656 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2523859.500000 Penalty: 11451.635742
	Iteration 16Q: 3 clusters Score -2523860 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2524018.500000 Penalty: 11451.635742
	Iteration 17Q: 3 clusters Score -2524018 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2524141.250000 Penalty: 11451.635742
	Iteration 18Q: 3 clusters Score -2524141 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2524250.250000 Penalty: 11451.635742
	Iteration 19Q: 3 clusters Score -2524250 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2524370.000000 Penalty: 11451.635742
	Iteration 20F: 3 clusters Score -2524370 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2524454.750000 Penalty: 11451.635742
	Iteration 21Q: 3 clusters Score -2524455 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2524517.000000 Penalty: 11451.635742
	Iteration 22Q: 3 clusters Score -2524517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2524565.000000 Penalty: 11451.635742
	Iteration 23Q: 3 clusters Score -2524565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2524606.250000 Penalty: 11451.635742
	Iteration 24Q: 3 clusters Score -2524606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2524637.000000 Penalty: 11451.635742
	Iteration 25Q: 3 clusters Score -2524637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2524661.000000 Penalty: 11451.635742
	Iteration 26Q: 3 clusters Score -2524661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2524670.500000 Penalty: 11451.635742
	Iteration 27Q: 3 clusters Score -2524670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2524678.500000 Penalty: 11451.635742
	Iteration 28Q: 3 clusters Score -2524678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2524686.250000 Penalty: 11451.635742
	Iteration 29Q: 3 clusters Score -2524686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2524696.000000 Penalty: 11451.635742
	Iteration 30Q: 3 clusters Score -2524696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2524700.250000 Penalty: 11451.635742
	Iteration 31Q: 3 clusters Score -2524700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2524709.500000 Penalty: 11451.635742
	Iteration 32Q: 3 clusters Score -2524710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2524709.250000 Penalty: 11451.635742
	Iteration 33Q: 3 clusters Score -2524709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2524713.500000 Penalty: 11451.635742
	Iteration 34Q: 3 clusters Score -2524714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2524712.500000 Penalty: 11451.635742
	Iteration 35Q: 3 clusters Score -2524712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2524715.250000 Penalty: 11451.635742
	Iteration 36Q: 3 clusters Score -2524715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2524715.750000 Penalty: 11451.635742
	Iteration 37Q: 3 clusters Score -2524716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2524717.500000 Penalty: 11451.635742
	Iteration 38Q: 3 clusters Score -2524718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2524717.500000 Penalty: 11451.635742
	Iteration 39F: 3 clusters Score -2524718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Entering Unmasked Estep 
Score: -10231812.000000 Penalty: 6592.736816
	Iteration 0F: 2 clusters Score -1.023181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -10197740.000000 Penalty: 13185.473633
	Iteration 0F: 3 clusters Score -1.019774e+07 nChanged 20699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -10209128.000000 Penalty: 13185.473633
	Iteration 1F: 3 clusters Score -1.020913e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -10210457.000000 Penalty: 13185.473633
	Iteration 2F: 3 clusters Score -1.021046e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -10212085.000000 Penalty: 13185.473633
	Iteration 3F: 3 clusters Score -1.021208e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -10214178.000000 Penalty: 13185.473633
	Iteration 4F: 3 clusters Score -1.021418e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -10216621.000000 Penalty: 13185.473633
	Iteration 5F: 3 clusters Score -1.021662e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -10219018.000000 Penalty: 13185.473633
	Iteration 6F: 3 clusters Score -1.021902e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -10221031.000000 Penalty: 13185.473633
	Iteration 7F: 3 clusters Score -1.022103e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -10222533.000000 Penalty: 13185.473633
	Iteration 8F: 3 clusters Score -1.022253e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -10223703.000000 Penalty: 13185.473633
	Iteration 9Q: 3 clusters Score -1.02237e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -10224830.000000 Penalty: 13185.473633
	Iteration 10Q: 3 clusters Score -1.022483e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -10225883.000000 Penalty: 13185.473633
	Iteration 11Q: 3 clusters Score -1.022588e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -10226812.000000 Penalty: 13185.473633
	Iteration 12Q: 3 clusters Score -1.022681e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -10227669.000000 Penalty: 13185.473633
	Iteration 13Q: 3 clusters Score -1.022767e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -10228418.000000 Penalty: 13185.473633
	Iteration 14Q: 3 clusters Score -1.022842e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -10229043.000000 Penalty: 13185.473633
	Iteration 15Q: 3 clusters Score -1.022904e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -10229476.000000 Penalty: 13185.473633
	Iteration 16Q: 3 clusters Score -1.022948e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -10229812.000000 Penalty: 13185.473633
	Iteration 17Q: 3 clusters Score -1.022981e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -10230012.000000 Penalty: 13185.473633
	Iteration 18Q: 3 clusters Score -1.023001e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -10230139.000000 Penalty: 13185.473633
	Iteration 19Q: 3 clusters Score -1.023014e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -10230230.000000 Penalty: 13185.473633
	Iteration 20F: 3 clusters Score -1.023023e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -10230280.000000 Penalty: 13185.473633
	Iteration 21Q: 3 clusters Score -1.023028e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -10230326.000000 Penalty: 13185.473633
	Iteration 22Q: 3 clusters Score -1.023033e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -10230329.000000 Penalty: 13185.473633
	Iteration 23Q: 3 clusters Score -1.023033e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -10230349.000000 Penalty: 13185.473633
	Iteration 24Q: 3 clusters Score -1.023035e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -10230363.000000 Penalty: 13185.473633
	Iteration 25Q: 3 clusters Score -1.023036e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -10230384.000000 Penalty: 13185.473633
	Iteration 26Q: 3 clusters Score -1.023038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -10230393.000000 Penalty: 13185.473633
	Iteration 27Q: 3 clusters Score -1.023039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -10230402.000000 Penalty: 13185.473633
	Iteration 28Q: 3 clusters Score -1.02304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -10230415.000000 Penalty: 13185.473633
	Iteration 29Q: 3 clusters Score -1.023042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -10230414.000000 Penalty: 13185.473633
	Iteration 30Q: 3 clusters Score -1.023041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -10230420.000000 Penalty: 13185.473633
	Iteration 31Q: 3 clusters Score -1.023042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -10230402.000000 Penalty: 13185.473633
	Iteration 32Q: 3 clusters Score -1.02304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -10230406.000000 Penalty: 13185.473633
	Iteration 33Q: 3 clusters Score -1.023041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -10230415.000000 Penalty: 13185.473633
	Iteration 34Q: 3 clusters Score -1.023042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -10230414.000000 Penalty: 13185.473633
	Iteration 35Q: 3 clusters Score -1.023041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -10230418.000000 Penalty: 13185.473633
	Iteration 36Q: 3 clusters Score -1.023042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -10230432.000000 Penalty: 13185.473633
	Iteration 37Q: 3 clusters Score -1.023043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -10230427.000000 Penalty: 13185.473633
	Iteration 38Q: 3 clusters Score -1.023043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -10230412.000000 Penalty: 13185.473633
	Iteration 39Q: 3 clusters Score -1.023041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -10230415.000000 Penalty: 13185.473633
	Iteration 40F: 3 clusters Score -1.023042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -10230415.000000 Penalty: 13185.473633
	Iteration 41Q: 3 clusters Score -1.023042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -10230423.000000 Penalty: 13185.473633
	Iteration 42Q: 3 clusters Score -1.023042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -10230419.000000 Penalty: 13185.473633
	Iteration 43Q: 3 clusters Score -1.023042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -10230425.000000 Penalty: 13185.473633
	Iteration 44Q: 3 clusters Score -1.023042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -10230428.000000 Penalty: 13185.473633
	Iteration 45Q: 3 clusters Score -1.023043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -10230435.000000 Penalty: 13185.473633
	Iteration 46Q: 3 clusters Score -1.023044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -10230432.000000 Penalty: 13185.473633
	Iteration 47Q: 3 clusters Score -1.023043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -10230432.000000 Penalty: 13185.473633
	Iteration 48F: 3 clusters Score -1.023043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Entering Unmasked Estep 
Score: -12599413.000000 Penalty: 6685.280273
	Iteration 0F: 2 clusters Score -1.259941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -12560517.000000 Penalty: 13370.560547
	Iteration 0F: 3 clusters Score -1.256052e+07 nChanged 24309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -12573503.000000 Penalty: 13370.560547
	Iteration 1F: 3 clusters Score -1.25735e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -12574280.000000 Penalty: 13370.560547
	Iteration 2Q: 3 clusters Score -1.257428e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -12574967.000000 Penalty: 13370.560547
	Iteration 3Q: 3 clusters Score -1.257497e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -12575561.000000 Penalty: 13370.560547
	Iteration 4Q: 3 clusters Score -1.257556e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -12575959.000000 Penalty: 13370.560547
	Iteration 5Q: 3 clusters Score -1.257596e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -12576472.000000 Penalty: 13370.560547
	Iteration 6Q: 3 clusters Score -1.257647e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -12576959.000000 Penalty: 13370.560547
	Iteration 7Q: 3 clusters Score -1.257696e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -12577546.000000 Penalty: 13370.560547
	Iteration 8Q: 3 clusters Score -1.257755e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -12578334.000000 Penalty: 13370.560547
	Iteration 9Q: 3 clusters Score -1.257833e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -12579385.000000 Penalty: 13370.560547
	Iteration 10Q: 3 clusters Score -1.257938e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -12580634.000000 Penalty: 13370.560547
	Iteration 11Q: 3 clusters Score -1.258063e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -12582039.000000 Penalty: 13370.560547
	Iteration 12Q: 3 clusters Score -1.258204e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -12583657.000000 Penalty: 13370.560547
	Iteration 13Q: 3 clusters Score -1.258366e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -12585375.000000 Penalty: 13370.560547
	Iteration 14Q: 3 clusters Score -1.258538e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -12587035.000000 Penalty: 13370.560547
	Iteration 15Q: 3 clusters Score -1.258704e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -12588482.000000 Penalty: 13370.560547
	Iteration 16Q: 3 clusters Score -1.258848e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -12589727.000000 Penalty: 13370.560547
	Iteration 17Q: 3 clusters Score -1.258973e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -12590794.000000 Penalty: 13370.560547
	Iteration 18Q: 3 clusters Score -1.259079e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -12591514.000000 Penalty: 13370.560547
	Iteration 19Q: 3 clusters Score -1.259151e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -12592067.000000 Penalty: 13370.560547
	Iteration 20F: 3 clusters Score -1.259207e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -12592458.000000 Penalty: 13370.560547
	Iteration 21Q: 3 clusters Score -1.259246e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -12592805.000000 Penalty: 13370.560547
	Iteration 22Q: 3 clusters Score -1.25928e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -12593046.000000 Penalty: 13370.560547
	Iteration 23Q: 3 clusters Score -1.259305e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -12593209.000000 Penalty: 13370.560547
	Iteration 24Q: 3 clusters Score -1.259321e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12593338.000000 Penalty: 13370.560547
	Iteration 25Q: 3 clusters Score -1.259334e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -12593426.000000 Penalty: 13370.560547
	Iteration 26Q: 3 clusters Score -1.259343e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -12593477.000000 Penalty: 13370.560547
	Iteration 27Q: 3 clusters Score -1.259348e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12593535.000000 Penalty: 13370.560547
	Iteration 28Q: 3 clusters Score -1.259354e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -12593556.000000 Penalty: 13370.560547
	Iteration 29Q: 3 clusters Score -1.259356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -12593603.000000 Penalty: 13370.560547
	Iteration 30Q: 3 clusters Score -1.25936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12593620.000000 Penalty: 13370.560547
	Iteration 31Q: 3 clusters Score -1.259362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12593594.000000 Penalty: 13370.560547
	Iteration 32Q: 3 clusters Score -1.259359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -12593607.000000 Penalty: 13370.560547
	Iteration 33Q: 3 clusters Score -1.259361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -12593619.000000 Penalty: 13370.560547
	Iteration 34Q: 3 clusters Score -1.259362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -12593626.000000 Penalty: 13370.560547
	Iteration 35Q: 3 clusters Score -1.259363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12593649.000000 Penalty: 13370.560547
	Iteration 36Q: 3 clusters Score -1.259365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -12593648.000000 Penalty: 13370.560547
	Iteration 37Q: 3 clusters Score -1.259365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -12593672.000000 Penalty: 13370.560547
	Iteration 38Q: 3 clusters Score -1.259367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12593676.000000 Penalty: 13370.560547
	Iteration 39Q: 3 clusters Score -1.259368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -12593693.000000 Penalty: 13370.560547
	Iteration 40F: 3 clusters Score -1.259369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -12593711.000000 Penalty: 13370.560547
	Iteration 41Q: 3 clusters Score -1.259371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -12593708.000000 Penalty: 13370.560547
	Iteration 42Q: 3 clusters Score -1.259371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12593705.000000 Penalty: 13370.560547
	Iteration 43Q: 3 clusters Score -1.25937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -12593713.000000 Penalty: 13370.560547
	Iteration 44Q: 3 clusters Score -1.259371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -12593722.000000 Penalty: 13370.560547
	Iteration 45Q: 3 clusters Score -1.259372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -12593717.000000 Penalty: 13370.560547
	Iteration 46Q: 3 clusters Score -1.259372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12593732.000000 Penalty: 13370.560547
	Iteration 47Q: 3 clusters Score -1.259373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12593750.000000 Penalty: 13370.560547
	Iteration 48Q: 3 clusters Score -1.259375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -12593758.000000 Penalty: 13370.560547
	Iteration 49Q: 3 clusters Score -1.259376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12593755.000000 Penalty: 13370.560547
	Iteration 50Q: 3 clusters Score -1.259376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12593758.000000 Penalty: 13370.560547
	Iteration 51Q: 3 clusters Score -1.259376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -12593768.000000 Penalty: 13370.560547
	Iteration 52Q: 3 clusters Score -1.259377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -12593767.000000 Penalty: 13370.560547
	Iteration 53Q: 3 clusters Score -1.259377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -12593767.000000 Penalty: 13370.560547
	Iteration 54F: 3 clusters Score -1.259377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Entering Unmasked Estep 
Score: -7722213.000000 Penalty: 6413.739746
	Iteration 0F: 2 clusters Score -7722213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -7696124.500000 Penalty: 12827.479492
	Iteration 0F: 3 clusters Score -7696124 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -7704355.000000 Penalty: 12827.479492
	Iteration 1F: 3 clusters Score -7704355 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -7705388.000000 Penalty: 12827.479492
	Iteration 2F: 3 clusters Score -7705388 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -7706406.500000 Penalty: 12827.479492
	Iteration 3F: 3 clusters Score -7706406 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -7707543.000000 Penalty: 12827.479492
	Iteration 4F: 3 clusters Score -7707543 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -7708865.500000 Penalty: 12827.479492
	Iteration 5F: 3 clusters Score -7708866 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -7710127.000000 Penalty: 12827.479492
	Iteration 6F: 3 clusters Score -7710127 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -7711306.500000 Penalty: 12827.479492
	Iteration 7F: 3 clusters Score -7711306 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -7712267.500000 Penalty: 12827.479492
	Iteration 8Q: 3 clusters Score -7712268 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -7713035.000000 Penalty: 12827.479492
	Iteration 9Q: 3 clusters Score -7713035 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -7713573.000000 Penalty: 12827.479492
	Iteration 10Q: 3 clusters Score -7713573 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -7714111.500000 Penalty: 12827.479492
	Iteration 11Q: 3 clusters Score -7714112 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -7714487.500000 Penalty: 12827.479492
	Iteration 12Q: 3 clusters Score -7714488 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -7714719.500000 Penalty: 12827.479492
	Iteration 13Q: 3 clusters Score -7714720 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -7714870.000000 Penalty: 12827.479492
	Iteration 14Q: 3 clusters Score -7714870 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -7714938.000000 Penalty: 12827.479492
	Iteration 15Q: 3 clusters Score -7714938 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -7715032.000000 Penalty: 12827.479492
	Iteration 16Q: 3 clusters Score -7715032 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -7715092.000000 Penalty: 12827.479492
	Iteration 17Q: 3 clusters Score -7715092 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -7715136.000000 Penalty: 12827.479492
	Iteration 18Q: 3 clusters Score -7715136 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -7715175.500000 Penalty: 12827.479492
	Iteration 19Q: 3 clusters Score -7715176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -7715176.500000 Penalty: 12827.479492
	Iteration 20F: 3 clusters Score -7715176 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -7715211.500000 Penalty: 12827.479492
	Iteration 21Q: 3 clusters Score -7715212 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -7715194.000000 Penalty: 12827.479492
	Iteration 22Q: 3 clusters Score -7715194 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -7715213.500000 Penalty: 12827.479492
	Iteration 23Q: 3 clusters Score -7715214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -7715231.500000 Penalty: 12827.479492
	Iteration 24Q: 3 clusters Score -7715232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -7715242.000000 Penalty: 12827.479492
	Iteration 25Q: 3 clusters Score -7715242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -7715260.000000 Penalty: 12827.479492
	Iteration 26Q: 3 clusters Score -7715260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -7715258.500000 Penalty: 12827.479492
	Iteration 27Q: 3 clusters Score -7715258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -7715263.000000 Penalty: 12827.479492
	Iteration 28Q: 3 clusters Score -7715263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -7715266.000000 Penalty: 12827.479492
	Iteration 29Q: 3 clusters Score -7715266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -7715277.500000 Penalty: 12827.479492
	Iteration 30Q: 3 clusters Score -7715278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -7715280.000000 Penalty: 12827.479492
	Iteration 31Q: 3 clusters Score -7715280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -7715278.500000 Penalty: 12827.479492
	Iteration 32Q: 3 clusters Score -7715278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -7715297.500000 Penalty: 12827.479492
	Iteration 33Q: 3 clusters Score -7715298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -7715294.000000 Penalty: 12827.479492
	Iteration 34Q: 3 clusters Score -7715294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -7715305.500000 Penalty: 12827.479492
	Iteration 35Q: 3 clusters Score -7715306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -7715307.500000 Penalty: 12827.479492
	Iteration 36Q: 3 clusters Score -7715308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -7715305.000000 Penalty: 12827.479492
	Iteration 37Q: 3 clusters Score -7715305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -7715324.000000 Penalty: 12827.479492
	Iteration 38Q: 3 clusters Score -7715324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -7715326.500000 Penalty: 12827.479492
	Iteration 39Q: 3 clusters Score -7715326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -7715324.500000 Penalty: 12827.479492
	Iteration 40F: 3 clusters Score -7715324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -7715313.500000 Penalty: 12827.479492
	Iteration 41Q: 3 clusters Score -7715314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -7715317.500000 Penalty: 12827.479492
	Iteration 42Q: 3 clusters Score -7715318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -7715321.500000 Penalty: 12827.479492
	Iteration 43Q: 3 clusters Score -7715322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -7715337.000000 Penalty: 12827.479492
	Iteration 44Q: 3 clusters Score -7715337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -7715354.500000 Penalty: 12827.479492
	Iteration 45Q: 3 clusters Score -7715354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -7715378.500000 Penalty: 12827.479492
	Iteration 46Q: 3 clusters Score -7715378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -7715370.000000 Penalty: 12827.479492
	Iteration 47Q: 3 clusters Score -7715370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -7715380.000000 Penalty: 12827.479492
	Iteration 48Q: 3 clusters Score -7715380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -7715387.000000 Penalty: 12827.479492
	Iteration 49Q: 3 clusters Score -7715387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -7715382.000000 Penalty: 12827.479492
	Iteration 50Q: 3 clusters Score -7715382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -7715391.500000 Penalty: 12827.479492
	Iteration 51Q: 3 clusters Score -7715392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -7715403.500000 Penalty: 12827.479492
	Iteration 52Q: 3 clusters Score -7715404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -7715399.000000 Penalty: 12827.479492
	Iteration 53Q: 3 clusters Score -7715399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -7715394.500000 Penalty: 12827.479492
	Iteration 54Q: 3 clusters Score -7715394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -7715407.500000 Penalty: 12827.479492
	Iteration 55Q: 3 clusters Score -7715408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -7715388.000000 Penalty: 12827.479492
	Iteration 56Q: 3 clusters Score -7715388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -7715398.500000 Penalty: 12827.479492
	Iteration 57Q: 3 clusters Score -7715398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -7715401.500000 Penalty: 12827.479492
	Iteration 58Q: 3 clusters Score -7715402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -7715416.000000 Penalty: 12827.479492
	Iteration 59Q: 3 clusters Score -7715416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -7715414.500000 Penalty: 12827.479492
	Iteration 60F: 3 clusters Score -7715414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -7715397.000000 Penalty: 12827.479492
	Iteration 61Q: 3 clusters Score -7715397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -7715411.500000 Penalty: 12827.479492
	Iteration 62Q: 3 clusters Score -7715412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -7715399.000000 Penalty: 12827.479492
	Iteration 63Q: 3 clusters Score -7715399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -7715396.000000 Penalty: 12827.479492
	Iteration 64Q: 3 clusters Score -7715396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -7715418.000000 Penalty: 12827.479492
	Iteration 65Q: 3 clusters Score -7715418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -7715414.500000 Penalty: 12827.479492
	Iteration 66Q: 3 clusters Score -7715414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -7715417.500000 Penalty: 12827.479492
	Iteration 67Q: 3 clusters Score -7715418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -7715411.000000 Penalty: 12827.479492
	Iteration 68Q: 3 clusters Score -7715411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -7715415.500000 Penalty: 12827.479492
	Iteration 69Q: 3 clusters Score -7715416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -7715412.500000 Penalty: 12827.479492
	Iteration 70Q: 3 clusters Score -7715412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -7715412.500000 Penalty: 12827.479492
	Iteration 71Q: 3 clusters Score -7715412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -7715400.500000 Penalty: 12827.479492
	Iteration 72Q: 3 clusters Score -7715400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -7715400.000000 Penalty: 12827.479492
	Iteration 73Q: 3 clusters Score -7715400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -7715402.500000 Penalty: 12827.479492
	Iteration 74Q: 3 clusters Score -7715402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -7715400.000000 Penalty: 12827.479492
	Iteration 75Q: 3 clusters Score -7715400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -7715406.500000 Penalty: 12827.479492
	Iteration 76Q: 3 clusters Score -7715406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -7715416.500000 Penalty: 12827.479492
	Iteration 77Q: 3 clusters Score -7715416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -7715402.500000 Penalty: 12827.479492
	Iteration 78Q: 3 clusters Score -7715402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -7715409.500000 Penalty: 12827.479492
	Iteration 79Q: 3 clusters Score -7715410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -7715416.000000 Penalty: 12827.479492
	Iteration 80F: 3 clusters Score -7715416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -7715422.500000 Penalty: 12827.479492
	Iteration 81Q: 3 clusters Score -7715422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -7715419.000000 Penalty: 12827.479492
	Iteration 82Q: 3 clusters Score -7715419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -7715414.500000 Penalty: 12827.479492
	Iteration 83Q: 3 clusters Score -7715414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -7715422.500000 Penalty: 12827.479492
	Iteration 84Q: 3 clusters Score -7715422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -7715423.500000 Penalty: 12827.479492
	Iteration 85Q: 3 clusters Score -7715424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -7715419.500000 Penalty: 12827.479492
	Iteration 86Q: 3 clusters Score -7715420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -7715426.000000 Penalty: 12827.479492
	Iteration 87Q: 3 clusters Score -7715426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -7715428.000000 Penalty: 12827.479492
	Iteration 88Q: 3 clusters Score -7715428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -7715428.500000 Penalty: 12827.479492
	Iteration 89Q: 3 clusters Score -7715428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -7715432.000000 Penalty: 12827.479492
	Iteration 90Q: 3 clusters Score -7715432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -7715431.000000 Penalty: 12827.479492
	Iteration 91Q: 3 clusters Score -7715431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -7715425.500000 Penalty: 12827.479492
	Iteration 92Q: 3 clusters Score -7715426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -7715419.000000 Penalty: 12827.479492
	Iteration 93Q: 3 clusters Score -7715419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -7715410.000000 Penalty: 12827.479492
	Iteration 94Q: 3 clusters Score -7715410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -7715413.500000 Penalty: 12827.479492
	Iteration 95Q: 3 clusters Score -7715414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -7715413.500000 Penalty: 12827.479492
	Iteration 96F: 3 clusters Score -7715414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Entering Unmasked Estep 
Score: -11818104.000000 Penalty: 6642.573242
	Iteration 0F: 2 clusters Score -1.18181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -11781605.000000 Penalty: 13285.146484
	Iteration 0F: 3 clusters Score -1.17816e+07 nChanged 22509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -11793613.000000 Penalty: 13285.146484
	Iteration 1F: 3 clusters Score -1.179361e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -11794388.000000 Penalty: 13285.146484
	Iteration 2Q: 3 clusters Score -1.179439e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -11794907.000000 Penalty: 13285.146484
	Iteration 3Q: 3 clusters Score -1.179491e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -11795360.000000 Penalty: 13285.146484
	Iteration 4Q: 3 clusters Score -1.179536e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -11795747.000000 Penalty: 13285.146484
	Iteration 5Q: 3 clusters Score -1.179575e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -11796064.000000 Penalty: 13285.146484
	Iteration 6Q: 3 clusters Score -1.179606e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -11796275.000000 Penalty: 13285.146484
	Iteration 7Q: 3 clusters Score -1.179628e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -11796528.000000 Penalty: 13285.146484
	Iteration 8Q: 3 clusters Score -1.179653e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -11796687.000000 Penalty: 13285.146484
	Iteration 9Q: 3 clusters Score -1.179669e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -11796913.000000 Penalty: 13285.146484
	Iteration 10Q: 3 clusters Score -1.179691e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -11797249.000000 Penalty: 13285.146484
	Iteration 11Q: 3 clusters Score -1.179725e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -11797538.000000 Penalty: 13285.146484
	Iteration 12Q: 3 clusters Score -1.179754e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -11797914.000000 Penalty: 13285.146484
	Iteration 13Q: 3 clusters Score -1.179791e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -11798480.000000 Penalty: 13285.146484
	Iteration 14Q: 3 clusters Score -1.179848e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -11799319.000000 Penalty: 13285.146484
	Iteration 15Q: 3 clusters Score -1.179932e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -11800582.000000 Penalty: 13285.146484
	Iteration 16Q: 3 clusters Score -1.180058e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -11802308.000000 Penalty: 13285.146484
	Iteration 17F: 3 clusters Score -1.180231e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -11804604.000000 Penalty: 13285.146484
	Iteration 18F: 3 clusters Score -1.18046e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -11807151.000000 Penalty: 13285.146484
	Iteration 19F: 3 clusters Score -1.180715e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -11809255.000000 Penalty: 13285.146484
	Iteration 20F: 3 clusters Score -1.180926e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -11810592.000000 Penalty: 13285.146484
	Iteration 21Q: 3 clusters Score -1.181059e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -11811250.000000 Penalty: 13285.146484
	Iteration 22Q: 3 clusters Score -1.181125e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -11811622.000000 Penalty: 13285.146484
	Iteration 23Q: 3 clusters Score -1.181162e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -11811787.000000 Penalty: 13285.146484
	Iteration 24Q: 3 clusters Score -1.181179e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -11811949.000000 Penalty: 13285.146484
	Iteration 25Q: 3 clusters Score -1.181195e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -11812040.000000 Penalty: 13285.146484
	Iteration 26Q: 3 clusters Score -1.181204e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -11812069.000000 Penalty: 13285.146484
	Iteration 27Q: 3 clusters Score -1.181207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -11812116.000000 Penalty: 13285.146484
	Iteration 28Q: 3 clusters Score -1.181212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -11812115.000000 Penalty: 13285.146484
	Iteration 29Q: 3 clusters Score -1.181212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -11812131.000000 Penalty: 13285.146484
	Iteration 30Q: 3 clusters Score -1.181213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -11812133.000000 Penalty: 13285.146484
	Iteration 31Q: 3 clusters Score -1.181213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -11812135.000000 Penalty: 13285.146484
	Iteration 32Q: 3 clusters Score -1.181214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -11812141.000000 Penalty: 13285.146484
	Iteration 33Q: 3 clusters Score -1.181214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -11812141.000000 Penalty: 13285.146484
	Iteration 34Q: 3 clusters Score -1.181214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -11812156.000000 Penalty: 13285.146484
	Iteration 35Q: 3 clusters Score -1.181216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -11812157.000000 Penalty: 13285.146484
	Iteration 36Q: 3 clusters Score -1.181216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -11812163.000000 Penalty: 13285.146484
	Iteration 37Q: 3 clusters Score -1.181216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -11812165.000000 Penalty: 13285.146484
	Iteration 38Q: 3 clusters Score -1.181216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -11812153.000000 Penalty: 13285.146484
	Iteration 39Q: 3 clusters Score -1.181215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -11812163.000000 Penalty: 13285.146484
	Iteration 40F: 3 clusters Score -1.181216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -11812175.000000 Penalty: 13285.146484
	Iteration 41Q: 3 clusters Score -1.181218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -11812168.000000 Penalty: 13285.146484
	Iteration 42Q: 3 clusters Score -1.181217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -11812181.000000 Penalty: 13285.146484
	Iteration 43Q: 3 clusters Score -1.181218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -11812166.000000 Penalty: 13285.146484
	Iteration 44Q: 3 clusters Score -1.181217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -11812170.000000 Penalty: 13285.146484
	Iteration 45Q: 3 clusters Score -1.181217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -11812192.000000 Penalty: 13285.146484
	Iteration 46Q: 3 clusters Score -1.181219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -11812193.000000 Penalty: 13285.146484
	Iteration 47Q: 3 clusters Score -1.181219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -11812193.000000 Penalty: 13285.146484
	Iteration 48Q: 3 clusters Score -1.181219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -11812195.000000 Penalty: 13285.146484
	Iteration 49Q: 3 clusters Score -1.18122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -11812203.000000 Penalty: 13285.146484
	Iteration 50Q: 3 clusters Score -1.18122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -11812194.000000 Penalty: 13285.146484
	Iteration 51Q: 3 clusters Score -1.181219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -11812214.000000 Penalty: 13285.146484
	Iteration 52Q: 3 clusters Score -1.181221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -11812211.000000 Penalty: 13285.146484
	Iteration 53Q: 3 clusters Score -1.181221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -11812223.000000 Penalty: 13285.146484
	Iteration 54Q: 3 clusters Score -1.181222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -11812220.000000 Penalty: 13285.146484
	Iteration 55Q: 3 clusters Score -1.181222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -11812232.000000 Penalty: 13285.146484
	Iteration 56Q: 3 clusters Score -1.181223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -11812239.000000 Penalty: 13285.146484
	Iteration 57Q: 3 clusters Score -1.181224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -11812232.000000 Penalty: 13285.146484
	Iteration 58Q: 3 clusters Score -1.181223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -11812232.000000 Penalty: 13285.146484
	Iteration 59F: 3 clusters Score -1.181223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Entering Unmasked Estep 
Score: -15375884.000000 Penalty: 6809.783691
	Iteration 0F: 2 clusters Score -1.537588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -15329065.000000 Penalty: 13619.567383
	Iteration 0F: 3 clusters Score -1.532906e+07 nChanged 30301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -15345605.000000 Penalty: 13619.567383
	Iteration 1F: 3 clusters Score -1.53456e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -15346800.000000 Penalty: 13619.567383
	Iteration 2F: 3 clusters Score -1.53468e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -15348016.000000 Penalty: 13619.567383
	Iteration 3Q: 3 clusters Score -1.534802e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -15349560.000000 Penalty: 13619.567383
	Iteration 4Q: 3 clusters Score -1.534956e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -15351230.000000 Penalty: 13619.567383
	Iteration 5F: 3 clusters Score -1.535123e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -15353532.000000 Penalty: 13619.567383
	Iteration 6F: 3 clusters Score -1.535353e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -15356045.000000 Penalty: 13619.567383
	Iteration 7F: 3 clusters Score -1.535604e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -15358320.000000 Penalty: 13619.567383
	Iteration 8F: 3 clusters Score -1.535832e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -15360216.000000 Penalty: 13619.567383
	Iteration 9F: 3 clusters Score -1.536022e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -15361447.000000 Penalty: 13619.567383
	Iteration 10Q: 3 clusters Score -1.536145e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -15362331.000000 Penalty: 13619.567383
	Iteration 11Q: 3 clusters Score -1.536233e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -15362926.000000 Penalty: 13619.567383
	Iteration 12Q: 3 clusters Score -1.536293e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -15363555.000000 Penalty: 13619.567383
	Iteration 13Q: 3 clusters Score -1.536356e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -15364014.000000 Penalty: 13619.567383
	Iteration 14Q: 3 clusters Score -1.536401e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -15364386.000000 Penalty: 13619.567383
	Iteration 15Q: 3 clusters Score -1.536439e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -15364732.000000 Penalty: 13619.567383
	Iteration 16Q: 3 clusters Score -1.536473e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -15365129.000000 Penalty: 13619.567383
	Iteration 17Q: 3 clusters Score -1.536513e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -15365576.000000 Penalty: 13619.567383
	Iteration 18Q: 3 clusters Score -1.536558e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -15365887.000000 Penalty: 13619.567383
	Iteration 19Q: 3 clusters Score -1.536589e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -15366261.000000 Penalty: 13619.567383
	Iteration 20F: 3 clusters Score -1.536626e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -15366653.000000 Penalty: 13619.567383
	Iteration 21Q: 3 clusters Score -1.536665e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -15367006.000000 Penalty: 13619.567383
	Iteration 22Q: 3 clusters Score -1.536701e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -15367347.000000 Penalty: 13619.567383
	Iteration 23Q: 3 clusters Score -1.536735e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -15367712.000000 Penalty: 13619.567383
	Iteration 24Q: 3 clusters Score -1.536771e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -15368120.000000 Penalty: 13619.567383
	Iteration 25Q: 3 clusters Score -1.536812e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -15368467.000000 Penalty: 13619.567383
	Iteration 26Q: 3 clusters Score -1.536847e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -15368835.000000 Penalty: 13619.567383
	Iteration 27Q: 3 clusters Score -1.536884e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -15369098.000000 Penalty: 13619.567383
	Iteration 28Q: 3 clusters Score -1.53691e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -15369266.000000 Penalty: 13619.567383
	Iteration 29Q: 3 clusters Score -1.536927e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -15369412.000000 Penalty: 13619.567383
	Iteration 30Q: 3 clusters Score -1.536941e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -15369526.000000 Penalty: 13619.567383
	Iteration 31Q: 3 clusters Score -1.536953e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -15369674.000000 Penalty: 13619.567383
	Iteration 32Q: 3 clusters Score -1.536967e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -15369737.000000 Penalty: 13619.567383
	Iteration 33Q: 3 clusters Score -1.536974e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -15369822.000000 Penalty: 13619.567383
	Iteration 34Q: 3 clusters Score -1.536982e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -15369920.000000 Penalty: 13619.567383
	Iteration 35Q: 3 clusters Score -1.536992e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -15369966.000000 Penalty: 13619.567383
	Iteration 36Q: 3 clusters Score -1.536997e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -15370014.000000 Penalty: 13619.567383
	Iteration 37Q: 3 clusters Score -1.537001e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -15370066.000000 Penalty: 13619.567383
	Iteration 38Q: 3 clusters Score -1.537007e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -15370087.000000 Penalty: 13619.567383
	Iteration 39Q: 3 clusters Score -1.537009e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -15370089.000000 Penalty: 13619.567383
	Iteration 40F: 3 clusters Score -1.537009e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -15370105.000000 Penalty: 13619.567383
	Iteration 41Q: 3 clusters Score -1.53701e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -15370118.000000 Penalty: 13619.567383
	Iteration 42Q: 3 clusters Score -1.537012e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -15370155.000000 Penalty: 13619.567383
	Iteration 43Q: 3 clusters Score -1.537016e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -15370146.000000 Penalty: 13619.567383
	Iteration 44Q: 3 clusters Score -1.537015e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -15370180.000000 Penalty: 13619.567383
	Iteration 45Q: 3 clusters Score -1.537018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -15370207.000000 Penalty: 13619.567383
	Iteration 46Q: 3 clusters Score -1.537021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -15370205.000000 Penalty: 13619.567383
	Iteration 47Q: 3 clusters Score -1.53702e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -15370248.000000 Penalty: 13619.567383
	Iteration 48Q: 3 clusters Score -1.537025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -15370242.000000 Penalty: 13619.567383
	Iteration 49Q: 3 clusters Score -1.537024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -15370255.000000 Penalty: 13619.567383
	Iteration 50Q: 3 clusters Score -1.537026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -15370255.000000 Penalty: 13619.567383
	Iteration 51Q: 3 clusters Score -1.537026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -15370257.000000 Penalty: 13619.567383
	Iteration 52Q: 3 clusters Score -1.537026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -15370269.000000 Penalty: 13619.567383
	Iteration 53Q: 3 clusters Score -1.537027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -15370270.000000 Penalty: 13619.567383
	Iteration 54Q: 3 clusters Score -1.537027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -15370275.000000 Penalty: 13619.567383
	Iteration 55Q: 3 clusters Score -1.537028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -15370297.000000 Penalty: 13619.567383
	Iteration 56Q: 3 clusters Score -1.53703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -15370298.000000 Penalty: 13619.567383
	Iteration 57Q: 3 clusters Score -1.53703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -15370315.000000 Penalty: 13619.567383
	Iteration 58Q: 3 clusters Score -1.537032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -15370308.000000 Penalty: 13619.567383
	Iteration 59Q: 3 clusters Score -1.537031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -15370337.000000 Penalty: 13619.567383
	Iteration 60F: 3 clusters Score -1.537034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15370329.000000 Penalty: 13619.567383
	Iteration 61Q: 3 clusters Score -1.537033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -15370323.000000 Penalty: 13619.567383
	Iteration 62Q: 3 clusters Score -1.537032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15370318.000000 Penalty: 13619.567383
	Iteration 63Q: 3 clusters Score -1.537032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15370307.000000 Penalty: 13619.567383
	Iteration 64Q: 3 clusters Score -1.537031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -15370310.000000 Penalty: 13619.567383
	Iteration 65Q: 3 clusters Score -1.537031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -15370304.000000 Penalty: 13619.567383
	Iteration 66Q: 3 clusters Score -1.53703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -15370302.000000 Penalty: 13619.567383
	Iteration 67Q: 3 clusters Score -1.53703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -15370306.000000 Penalty: 13619.567383
	Iteration 68Q: 3 clusters Score -1.537031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -15370301.000000 Penalty: 13619.567383
	Iteration 69Q: 3 clusters Score -1.53703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -15370296.000000 Penalty: 13619.567383
	Iteration 70Q: 3 clusters Score -1.53703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15370317.000000 Penalty: 13619.567383
	Iteration 71Q: 3 clusters Score -1.537032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15370309.000000 Penalty: 13619.567383
	Iteration 72Q: 3 clusters Score -1.537031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -15370306.000000 Penalty: 13619.567383
	Iteration 73Q: 3 clusters Score -1.537031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -15370322.000000 Penalty: 13619.567383
	Iteration 74Q: 3 clusters Score -1.537032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15370328.000000 Penalty: 13619.567383
	Iteration 75Q: 3 clusters Score -1.537033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15370328.000000 Penalty: 13619.567383
	Iteration 76F: 3 clusters Score -1.537033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Entering Unmasked Estep 
Score: -3313669.250000 Penalty: 5896.502930
	Iteration 0F: 2 clusters Score -3313669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3300260.250000 Penalty: 11793.005859
	Iteration 0F: 3 clusters Score -3300260 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3303574.750000 Penalty: 11793.005859
	Iteration 1F: 3 clusters Score -3303575 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3304224.500000 Penalty: 11793.005859
	Iteration 2F: 3 clusters Score -3304224 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3304756.000000 Penalty: 11793.005859
	Iteration 3F: 3 clusters Score -3304756 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3305344.000000 Penalty: 11793.005859
	Iteration 4F: 3 clusters Score -3305344 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3305989.000000 Penalty: 11793.005859
	Iteration 5F: 3 clusters Score -3305989 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3306619.000000 Penalty: 11793.005859
	Iteration 6F: 3 clusters Score -3306619 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3307221.000000 Penalty: 11793.005859
	Iteration 7F: 3 clusters Score -3307221 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3307855.500000 Penalty: 11793.005859
	Iteration 8Q: 3 clusters Score -3307856 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3308386.250000 Penalty: 11793.005859
	Iteration 9Q: 3 clusters Score -3308386 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3308784.750000 Penalty: 11793.005859
	Iteration 10Q: 3 clusters Score -3308785 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3309126.250000 Penalty: 11793.005859
	Iteration 11Q: 3 clusters Score -3309126 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3309405.000000 Penalty: 11793.005859
	Iteration 12Q: 3 clusters Score -3309405 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3309626.250000 Penalty: 11793.005859
	Iteration 13Q: 3 clusters Score -3309626 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3309832.000000 Penalty: 11793.005859
	Iteration 14Q: 3 clusters Score -3309832 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3309977.250000 Penalty: 11793.005859
	Iteration 15Q: 3 clusters Score -3309977 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3310084.500000 Penalty: 11793.005859
	Iteration 16Q: 3 clusters Score -3310084 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3310162.750000 Penalty: 11793.005859
	Iteration 17Q: 3 clusters Score -3310163 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3310221.500000 Penalty: 11793.005859
	Iteration 18Q: 3 clusters Score -3310222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3310259.500000 Penalty: 11793.005859
	Iteration 19Q: 3 clusters Score -3310260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3310317.500000 Penalty: 11793.005859
	Iteration 20F: 3 clusters Score -3310318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3310348.000000 Penalty: 11793.005859
	Iteration 21Q: 3 clusters Score -3310348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3310362.250000 Penalty: 11793.005859
	Iteration 22Q: 3 clusters Score -3310362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3310379.000000 Penalty: 11793.005859
	Iteration 23Q: 3 clusters Score -3310379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3310399.000000 Penalty: 11793.005859
	Iteration 24Q: 3 clusters Score -3310399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3310406.750000 Penalty: 11793.005859
	Iteration 25Q: 3 clusters Score -3310407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3310425.750000 Penalty: 11793.005859
	Iteration 26Q: 3 clusters Score -3310426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3310436.000000 Penalty: 11793.005859
	Iteration 27Q: 3 clusters Score -3310436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3310446.000000 Penalty: 11793.005859
	Iteration 28Q: 3 clusters Score -3310446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3310455.750000 Penalty: 11793.005859
	Iteration 29Q: 3 clusters Score -3310456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3310465.250000 Penalty: 11793.005859
	Iteration 30Q: 3 clusters Score -3310465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3310469.250000 Penalty: 11793.005859
	Iteration 31Q: 3 clusters Score -3310469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3310464.250000 Penalty: 11793.005859
	Iteration 32Q: 3 clusters Score -3310464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3310472.000000 Penalty: 11793.005859
	Iteration 33Q: 3 clusters Score -3310472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3310467.250000 Penalty: 11793.005859
	Iteration 34Q: 3 clusters Score -3310467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3310470.500000 Penalty: 11793.005859
	Iteration 35Q: 3 clusters Score -3310470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3310480.500000 Penalty: 11793.005859
	Iteration 36Q: 3 clusters Score -3310480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3310496.000000 Penalty: 11793.005859
	Iteration 37Q: 3 clusters Score -3310496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3310496.750000 Penalty: 11793.005859
	Iteration 38Q: 3 clusters Score -3310497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3310500.750000 Penalty: 11793.005859
	Iteration 39Q: 3 clusters Score -3310501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3310497.000000 Penalty: 11793.005859
	Iteration 40F: 3 clusters Score -3310497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3310511.250000 Penalty: 11793.005859
	Iteration 41Q: 3 clusters Score -3310511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3310517.000000 Penalty: 11793.005859
	Iteration 42Q: 3 clusters Score -3310517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3310513.000000 Penalty: 11793.005859
	Iteration 43Q: 3 clusters Score -3310513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3310513.750000 Penalty: 11793.005859
	Iteration 44Q: 3 clusters Score -3310514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3310520.000000 Penalty: 11793.005859
	Iteration 45Q: 3 clusters Score -3310520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3310521.750000 Penalty: 11793.005859
	Iteration 46Q: 3 clusters Score -3310522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3310527.250000 Penalty: 11793.005859
	Iteration 47Q: 3 clusters Score -3310527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3310526.250000 Penalty: 11793.005859
	Iteration 48Q: 3 clusters Score -3310526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3310530.250000 Penalty: 11793.005859
	Iteration 49Q: 3 clusters Score -3310530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3310535.500000 Penalty: 11793.005859
	Iteration 50Q: 3 clusters Score -3310536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3310536.750000 Penalty: 11793.005859
	Iteration 51Q: 3 clusters Score -3310537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3310538.000000 Penalty: 11793.005859
	Iteration 52Q: 3 clusters Score -3310538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3310540.750000 Penalty: 11793.005859
	Iteration 53Q: 3 clusters Score -3310541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3310539.250000 Penalty: 11793.005859
	Iteration 54Q: 3 clusters Score -3310539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3310539.750000 Penalty: 11793.005859
	Iteration 55Q: 3 clusters Score -3310540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3310547.750000 Penalty: 11793.005859
	Iteration 56Q: 3 clusters Score -3310548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3310546.000000 Penalty: 11793.005859
	Iteration 57Q: 3 clusters Score -3310546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3310546.000000 Penalty: 11793.005859
	Iteration 58F: 3 clusters Score -3310546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Entering Unmasked Estep 
Score: -12686573.000000 Penalty: 6695.674316
	Iteration 0F: 2 clusters Score -1.268657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -12647256.000000 Penalty: 13391.348633
	Iteration 0F: 3 clusters Score -1.264726e+07 nChanged 24620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -12660543.000000 Penalty: 13391.348633
	Iteration 1F: 3 clusters Score -1.266054e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -12661746.000000 Penalty: 13391.348633
	Iteration 2F: 3 clusters Score -1.266175e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -12663094.000000 Penalty: 13391.348633
	Iteration 3Q: 3 clusters Score -1.266309e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -12664760.000000 Penalty: 13391.348633
	Iteration 4F: 3 clusters Score -1.266476e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -12666460.000000 Penalty: 13391.348633
	Iteration 5F: 3 clusters Score -1.266646e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -12668363.000000 Penalty: 13391.348633
	Iteration 6F: 3 clusters Score -1.266836e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -12670602.000000 Penalty: 13391.348633
	Iteration 7F: 3 clusters Score -1.26706e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -12672913.000000 Penalty: 13391.348633
	Iteration 8F: 3 clusters Score -1.267291e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -12675417.000000 Penalty: 13391.348633
	Iteration 9F: 3 clusters Score -1.267542e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -12677525.000000 Penalty: 13391.348633
	Iteration 10Q: 3 clusters Score -1.267752e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -12679370.000000 Penalty: 13391.348633
	Iteration 11Q: 3 clusters Score -1.267937e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -12680952.000000 Penalty: 13391.348633
	Iteration 12Q: 3 clusters Score -1.268095e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -12682241.000000 Penalty: 13391.348633
	Iteration 13Q: 3 clusters Score -1.268224e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -12683025.000000 Penalty: 13391.348633
	Iteration 14Q: 3 clusters Score -1.268302e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -12683388.000000 Penalty: 13391.348633
	Iteration 15Q: 3 clusters Score -1.268339e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -12683637.000000 Penalty: 13391.348633
	Iteration 16Q: 3 clusters Score -1.268364e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -12683702.000000 Penalty: 13391.348633
	Iteration 17Q: 3 clusters Score -1.26837e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -12683804.000000 Penalty: 13391.348633
	Iteration 18Q: 3 clusters Score -1.26838e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -12683873.000000 Penalty: 13391.348633
	Iteration 19Q: 3 clusters Score -1.268387e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -12683901.000000 Penalty: 13391.348633
	Iteration 20F: 3 clusters Score -1.26839e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -12683927.000000 Penalty: 13391.348633
	Iteration 21Q: 3 clusters Score -1.268393e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -12683944.000000 Penalty: 13391.348633
	Iteration 22Q: 3 clusters Score -1.268394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -12683974.000000 Penalty: 13391.348633
	Iteration 23Q: 3 clusters Score -1.268397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -12683997.000000 Penalty: 13391.348633
	Iteration 24Q: 3 clusters Score -1.2684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -12684002.000000 Penalty: 13391.348633
	Iteration 25Q: 3 clusters Score -1.2684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -12684013.000000 Penalty: 13391.348633
	Iteration 26Q: 3 clusters Score -1.268401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -12684012.000000 Penalty: 13391.348633
	Iteration 27Q: 3 clusters Score -1.268401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -12684031.000000 Penalty: 13391.348633
	Iteration 28Q: 3 clusters Score -1.268403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -12684027.000000 Penalty: 13391.348633
	Iteration 29Q: 3 clusters Score -1.268403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -12684021.000000 Penalty: 13391.348633
	Iteration 30Q: 3 clusters Score -1.268402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -12684013.000000 Penalty: 13391.348633
	Iteration 31Q: 3 clusters Score -1.268401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -12684018.000000 Penalty: 13391.348633
	Iteration 32Q: 3 clusters Score -1.268402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -12684030.000000 Penalty: 13391.348633
	Iteration 33Q: 3 clusters Score -1.268403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -12684018.000000 Penalty: 13391.348633
	Iteration 34Q: 3 clusters Score -1.268402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -12684032.000000 Penalty: 13391.348633
	Iteration 35Q: 3 clusters Score -1.268403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -12684035.000000 Penalty: 13391.348633
	Iteration 36Q: 3 clusters Score -1.268404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -12684035.000000 Penalty: 13391.348633
	Iteration 37F: 3 clusters Score -1.268404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Entering Unmasked Estep 
Score: -3600255.750000 Penalty: 5916.953613
	Iteration 0F: 2 clusters Score -3600256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -3586434.000000 Penalty: 11833.907227
	Iteration 0F: 3 clusters Score -3586434 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3589651.000000 Penalty: 11833.907227
	Iteration 1F: 3 clusters Score -3589651 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3590201.500000 Penalty: 11833.907227
	Iteration 2F: 3 clusters Score -3590202 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3590505.750000 Penalty: 11833.907227
	Iteration 3Q: 3 clusters Score -3590506 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -3590725.750000 Penalty: 11833.907227
	Iteration 4Q: 3 clusters Score -3590726 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3590907.750000 Penalty: 11833.907227
	Iteration 5Q: 3 clusters Score -3590908 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3591039.000000 Penalty: 11833.907227
	Iteration 6Q: 3 clusters Score -3591039 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3591137.250000 Penalty: 11833.907227
	Iteration 7Q: 3 clusters Score -3591137 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3591196.250000 Penalty: 11833.907227
	Iteration 8Q: 3 clusters Score -3591196 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3591253.500000 Penalty: 11833.907227
	Iteration 9Q: 3 clusters Score -3591254 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3591318.000000 Penalty: 11833.907227
	Iteration 10Q: 3 clusters Score -3591318 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3591361.000000 Penalty: 11833.907227
	Iteration 11Q: 3 clusters Score -3591361 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3591400.500000 Penalty: 11833.907227
	Iteration 12Q: 3 clusters Score -3591400 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3591448.500000 Penalty: 11833.907227
	Iteration 13Q: 3 clusters Score -3591448 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3591484.750000 Penalty: 11833.907227
	Iteration 14Q: 3 clusters Score -3591485 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3591539.750000 Penalty: 11833.907227
	Iteration 15Q: 3 clusters Score -3591540 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3591577.500000 Penalty: 11833.907227
	Iteration 16Q: 3 clusters Score -3591578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3591629.750000 Penalty: 11833.907227
	Iteration 17Q: 3 clusters Score -3591630 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3591660.500000 Penalty: 11833.907227
	Iteration 18Q: 3 clusters Score -3591660 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3591728.250000 Penalty: 11833.907227
	Iteration 19Q: 3 clusters Score -3591728 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3591785.750000 Penalty: 11833.907227
	Iteration 20F: 3 clusters Score -3591786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3591843.250000 Penalty: 11833.907227
	Iteration 21Q: 3 clusters Score -3591843 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3591894.750000 Penalty: 11833.907227
	Iteration 22Q: 3 clusters Score -3591895 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3591927.250000 Penalty: 11833.907227
	Iteration 23Q: 3 clusters Score -3591927 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3591999.500000 Penalty: 11833.907227
	Iteration 24Q: 3 clusters Score -3592000 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3592067.250000 Penalty: 11833.907227
	Iteration 25Q: 3 clusters Score -3592067 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3592155.500000 Penalty: 11833.907227
	Iteration 26Q: 3 clusters Score -3592156 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3592258.250000 Penalty: 11833.907227
	Iteration 27Q: 3 clusters Score -3592258 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3592398.500000 Penalty: 11833.907227
	Iteration 28Q: 3 clusters Score -3592398 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3592551.000000 Penalty: 11833.907227
	Iteration 29Q: 3 clusters Score -3592551 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3592699.250000 Penalty: 11833.907227
	Iteration 30Q: 3 clusters Score -3592699 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3592878.000000 Penalty: 11833.907227
	Iteration 31Q: 3 clusters Score -3592878 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3593118.250000 Penalty: 11833.907227
	Iteration 32Q: 3 clusters Score -3593118 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3593316.000000 Penalty: 11833.907227
	Iteration 33Q: 3 clusters Score -3593316 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3593519.250000 Penalty: 11833.907227
	Iteration 34Q: 3 clusters Score -3593519 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3593722.500000 Penalty: 11833.907227
	Iteration 35Q: 3 clusters Score -3593722 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3593911.250000 Penalty: 11833.907227
	Iteration 36Q: 3 clusters Score -3593911 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3594081.750000 Penalty: 11833.907227
	Iteration 37Q: 3 clusters Score -3594082 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3594204.250000 Penalty: 11833.907227
	Iteration 38Q: 3 clusters Score -3594204 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3594351.750000 Penalty: 11833.907227
	Iteration 39Q: 3 clusters Score -3594352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3594451.750000 Penalty: 11833.907227
	Iteration 40F: 3 clusters Score -3594452 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3594537.250000 Penalty: 11833.907227
	Iteration 41Q: 3 clusters Score -3594537 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3594626.000000 Penalty: 11833.907227
	Iteration 42Q: 3 clusters Score -3594626 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3594677.250000 Penalty: 11833.907227
	Iteration 43Q: 3 clusters Score -3594677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3594724.000000 Penalty: 11833.907227
	Iteration 44Q: 3 clusters Score -3594724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3594762.750000 Penalty: 11833.907227
	Iteration 45Q: 3 clusters Score -3594763 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3594805.500000 Penalty: 11833.907227
	Iteration 46Q: 3 clusters Score -3594806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3594839.000000 Penalty: 11833.907227
	Iteration 47Q: 3 clusters Score -3594839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3594856.750000 Penalty: 11833.907227
	Iteration 48Q: 3 clusters Score -3594857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3594872.250000 Penalty: 11833.907227
	Iteration 49Q: 3 clusters Score -3594872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3594887.000000 Penalty: 11833.907227
	Iteration 50Q: 3 clusters Score -3594887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3594893.250000 Penalty: 11833.907227
	Iteration 51Q: 3 clusters Score -3594893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3594910.000000 Penalty: 11833.907227
	Iteration 52Q: 3 clusters Score -3594910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3594932.500000 Penalty: 11833.907227
	Iteration 53Q: 3 clusters Score -3594932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3594938.750000 Penalty: 11833.907227
	Iteration 54Q: 3 clusters Score -3594939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3594947.000000 Penalty: 11833.907227
	Iteration 55Q: 3 clusters Score -3594947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3594955.000000 Penalty: 11833.907227
	Iteration 56Q: 3 clusters Score -3594955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3594953.500000 Penalty: 11833.907227
	Iteration 57Q: 3 clusters Score -3594954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3594960.000000 Penalty: 11833.907227
	Iteration 58Q: 3 clusters Score -3594960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3594965.500000 Penalty: 11833.907227
	Iteration 59Q: 3 clusters Score -3594966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3594965.500000 Penalty: 11833.907227
	Iteration 60F: 3 clusters Score -3594966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3594965.750000 Penalty: 11833.907227
	Iteration 61Q: 3 clusters Score -3594966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3594975.250000 Penalty: 11833.907227
	Iteration 62Q: 3 clusters Score -3594975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3594979.500000 Penalty: 11833.907227
	Iteration 63Q: 3 clusters Score -3594980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3594984.000000 Penalty: 11833.907227
	Iteration 64Q: 3 clusters Score -3594984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3594984.500000 Penalty: 11833.907227
	Iteration 65Q: 3 clusters Score -3594984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3594982.500000 Penalty: 11833.907227
	Iteration 66Q: 3 clusters Score -3594982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3594994.000000 Penalty: 11833.907227
	Iteration 67Q: 3 clusters Score -3594994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3594995.500000 Penalty: 11833.907227
	Iteration 68Q: 3 clusters Score -3594996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3595000.000000 Penalty: 11833.907227
	Iteration 69Q: 3 clusters Score -3595000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3595001.750000 Penalty: 11833.907227
	Iteration 70Q: 3 clusters Score -3595002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3595011.500000 Penalty: 11833.907227
	Iteration 71Q: 3 clusters Score -3595012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3595019.250000 Penalty: 11833.907227
	Iteration 72Q: 3 clusters Score -3595019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3595016.250000 Penalty: 11833.907227
	Iteration 73Q: 3 clusters Score -3595016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3595018.000000 Penalty: 11833.907227
	Iteration 74Q: 3 clusters Score -3595018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3595016.750000 Penalty: 11833.907227
	Iteration 75Q: 3 clusters Score -3595017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3595017.000000 Penalty: 11833.907227
	Iteration 76Q: 3 clusters Score -3595017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3595017.000000 Penalty: 11833.907227
	Iteration 77Q: 3 clusters Score -3595017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3595021.250000 Penalty: 11833.907227
	Iteration 78Q: 3 clusters Score -3595021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3595018.750000 Penalty: 11833.907227
	Iteration 79Q: 3 clusters Score -3595019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3595023.250000 Penalty: 11833.907227
	Iteration 80F: 3 clusters Score -3595023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3595023.000000 Penalty: 11833.907227
	Iteration 81Q: 3 clusters Score -3595023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3595023.000000 Penalty: 11833.907227
	Iteration 82F: 3 clusters Score -3595023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Entering Unmasked Estep 
Score: -1595516.875000 Penalty: 5439.187988
	Iteration 0F: 2 clusters Score -1595517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1587041.000000 Penalty: 10878.375977
	Iteration 0F: 3 clusters Score -1587041 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1588620.250000 Penalty: 10878.375977
	Iteration 1F: 3 clusters Score -1588620 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1588988.250000 Penalty: 10878.375977
	Iteration 2F: 3 clusters Score -1588988 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1589191.500000 Penalty: 10878.375977
	Iteration 3Q: 3 clusters Score -1589192 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1589328.000000 Penalty: 10878.375977
	Iteration 4Q: 3 clusters Score -1589328 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1589428.500000 Penalty: 10878.375977
	Iteration 5Q: 3 clusters Score -1589428 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1589509.875000 Penalty: 10878.375977
	Iteration 6Q: 3 clusters Score -1589510 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1589567.250000 Penalty: 10878.375977
	Iteration 7Q: 3 clusters Score -1589567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1589611.125000 Penalty: 10878.375977
	Iteration 8Q: 3 clusters Score -1589611 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1589640.625000 Penalty: 10878.375977
	Iteration 9Q: 3 clusters Score -1589641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1589671.125000 Penalty: 10878.375977
	Iteration 10Q: 3 clusters Score -1589671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1589693.375000 Penalty: 10878.375977
	Iteration 11Q: 3 clusters Score -1589693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1589716.625000 Penalty: 10878.375977
	Iteration 12Q: 3 clusters Score -1589717 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1589732.125000 Penalty: 10878.375977
	Iteration 13Q: 3 clusters Score -1589732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1589750.875000 Penalty: 10878.375977
	Iteration 14Q: 3 clusters Score -1589751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1589770.500000 Penalty: 10878.375977
	Iteration 15Q: 3 clusters Score -1589770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1589789.625000 Penalty: 10878.375977
	Iteration 16Q: 3 clusters Score -1589790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1589808.500000 Penalty: 10878.375977
	Iteration 17Q: 3 clusters Score -1589808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1589829.375000 Penalty: 10878.375977
	Iteration 18Q: 3 clusters Score -1589829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1589845.375000 Penalty: 10878.375977
	Iteration 19Q: 3 clusters Score -1589845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1589865.375000 Penalty: 10878.375977
	Iteration 20F: 3 clusters Score -1589865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1589875.375000 Penalty: 10878.375977
	Iteration 21Q: 3 clusters Score -1589875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1589879.875000 Penalty: 10878.375977
	Iteration 22Q: 3 clusters Score -1589880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1589890.125000 Penalty: 10878.375977
	Iteration 23Q: 3 clusters Score -1589890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1589891.250000 Penalty: 10878.375977
	Iteration 24Q: 3 clusters Score -1589891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1589901.250000 Penalty: 10878.375977
	Iteration 25Q: 3 clusters Score -1589901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1589909.500000 Penalty: 10878.375977
	Iteration 26Q: 3 clusters Score -1589910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1589918.125000 Penalty: 10878.375977
	Iteration 27Q: 3 clusters Score -1589918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1589930.750000 Penalty: 10878.375977
	Iteration 28Q: 3 clusters Score -1589931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1589939.875000 Penalty: 10878.375977
	Iteration 29Q: 3 clusters Score -1589940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1589948.250000 Penalty: 10878.375977
	Iteration 30Q: 3 clusters Score -1589948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1589947.875000 Penalty: 10878.375977
	Iteration 31Q: 3 clusters Score -1589948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1589953.750000 Penalty: 10878.375977
	Iteration 32Q: 3 clusters Score -1589954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1589956.000000 Penalty: 10878.375977
	Iteration 33Q: 3 clusters Score -1589956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1589959.250000 Penalty: 10878.375977
	Iteration 34Q: 3 clusters Score -1589959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1589960.500000 Penalty: 10878.375977
	Iteration 35Q: 3 clusters Score -1589960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1589963.750000 Penalty: 10878.375977
	Iteration 36Q: 3 clusters Score -1589964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1589964.250000 Penalty: 10878.375977
	Iteration 37Q: 3 clusters Score -1589964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1589965.750000 Penalty: 10878.375977
	Iteration 38Q: 3 clusters Score -1589966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1589966.125000 Penalty: 10878.375977
	Iteration 39Q: 3 clusters Score -1589966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1589966.750000 Penalty: 10878.375977
	Iteration 40F: 3 clusters Score -1589967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1589966.625000 Penalty: 10878.375977
	Iteration 41Q: 3 clusters Score -1589967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1589966.250000 Penalty: 10878.375977
	Iteration 42Q: 3 clusters Score -1589966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1589966.250000 Penalty: 10878.375977
	Iteration 43F: 3 clusters Score -1589966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Entering Unmasked Estep 
Score: -14717530.000000 Penalty: 6781.960938
	Iteration 0F: 2 clusters Score -1.471753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -14672534.000000 Penalty: 13563.921875
	Iteration 0F: 3 clusters Score -1.467253e+07 nChanged 28719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -14687999.000000 Penalty: 13563.921875
	Iteration 1F: 3 clusters Score -1.4688e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -14689025.000000 Penalty: 13563.921875
	Iteration 2Q: 3 clusters Score -1.468902e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -14689935.000000 Penalty: 13563.921875
	Iteration 3Q: 3 clusters Score -1.468994e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -14690618.000000 Penalty: 13563.921875
	Iteration 4Q: 3 clusters Score -1.469062e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -14691340.000000 Penalty: 13563.921875
	Iteration 5Q: 3 clusters Score -1.469134e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -14692028.000000 Penalty: 13563.921875
	Iteration 6Q: 3 clusters Score -1.469203e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -14692997.000000 Penalty: 13563.921875
	Iteration 7Q: 3 clusters Score -1.4693e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -14694333.000000 Penalty: 13563.921875
	Iteration 8Q: 3 clusters Score -1.469433e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -14696254.000000 Penalty: 13563.921875
	Iteration 9Q: 3 clusters Score -1.469625e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -14698531.000000 Penalty: 13563.921875
	Iteration 10F: 3 clusters Score -1.469853e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -14701335.000000 Penalty: 13563.921875
	Iteration 11F: 3 clusters Score -1.470134e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -14704249.000000 Penalty: 13563.921875
	Iteration 12F: 3 clusters Score -1.470425e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -14706823.000000 Penalty: 13563.921875
	Iteration 13Q: 3 clusters Score -1.470682e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -14708756.000000 Penalty: 13563.921875
	Iteration 14Q: 3 clusters Score -1.470876e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -14710013.000000 Penalty: 13563.921875
	Iteration 15Q: 3 clusters Score -1.471001e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -14710628.000000 Penalty: 13563.921875
	Iteration 16Q: 3 clusters Score -1.471063e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -14711020.000000 Penalty: 13563.921875
	Iteration 17Q: 3 clusters Score -1.471102e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -14711214.000000 Penalty: 13563.921875
	Iteration 18Q: 3 clusters Score -1.471121e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -14711333.000000 Penalty: 13563.921875
	Iteration 19Q: 3 clusters Score -1.471133e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -14711401.000000 Penalty: 13563.921875
	Iteration 20F: 3 clusters Score -1.47114e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -14711450.000000 Penalty: 13563.921875
	Iteration 21Q: 3 clusters Score -1.471145e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -14711505.000000 Penalty: 13563.921875
	Iteration 22Q: 3 clusters Score -1.47115e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -14711520.000000 Penalty: 13563.921875
	Iteration 23Q: 3 clusters Score -1.471152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -14711542.000000 Penalty: 13563.921875
	Iteration 24Q: 3 clusters Score -1.471154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -14711580.000000 Penalty: 13563.921875
	Iteration 25Q: 3 clusters Score -1.471158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -14711595.000000 Penalty: 13563.921875
	Iteration 26Q: 3 clusters Score -1.47116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -14711597.000000 Penalty: 13563.921875
	Iteration 27Q: 3 clusters Score -1.47116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -14711603.000000 Penalty: 13563.921875
	Iteration 28Q: 3 clusters Score -1.47116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -14711643.000000 Penalty: 13563.921875
	Iteration 29Q: 3 clusters Score -1.471164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -14711651.000000 Penalty: 13563.921875
	Iteration 30Q: 3 clusters Score -1.471165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -14711665.000000 Penalty: 13563.921875
	Iteration 31Q: 3 clusters Score -1.471166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -14711667.000000 Penalty: 13563.921875
	Iteration 32Q: 3 clusters Score -1.471167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -14711660.000000 Penalty: 13563.921875
	Iteration 33Q: 3 clusters Score -1.471166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -14711660.000000 Penalty: 13563.921875
	Iteration 34F: 3 clusters Score -1.471166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Entering Unmasked Estep 
Score: -5533724.500000 Penalty: 6182.438965
	Iteration 0F: 2 clusters Score -5533724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -5514657.500000 Penalty: 12364.877930
	Iteration 0F: 3 clusters Score -5514658 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -5519797.000000 Penalty: 12364.877930
	Iteration 1F: 3 clusters Score -5519797 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -5520461.500000 Penalty: 12364.877930
	Iteration 2F: 3 clusters Score -5520462 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -5520957.500000 Penalty: 12364.877930
	Iteration 3Q: 3 clusters Score -5520958 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -5521323.500000 Penalty: 12364.877930
	Iteration 4Q: 3 clusters Score -5521324 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -5521707.000000 Penalty: 12364.877930
	Iteration 5Q: 3 clusters Score -5521707 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5522018.000000 Penalty: 12364.877930
	Iteration 6Q: 3 clusters Score -5522018 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -5522362.000000 Penalty: 12364.877930
	Iteration 7Q: 3 clusters Score -5522362 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -5522692.500000 Penalty: 12364.877930
	Iteration 8Q: 3 clusters Score -5522692 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -5523062.000000 Penalty: 12364.877930
	Iteration 9Q: 3 clusters Score -5523062 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -5523426.500000 Penalty: 12364.877930
	Iteration 10Q: 3 clusters Score -5523426 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -5523780.500000 Penalty: 12364.877930
	Iteration 11Q: 3 clusters Score -5523780 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -5524095.500000 Penalty: 12364.877930
	Iteration 12Q: 3 clusters Score -5524096 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -5524485.000000 Penalty: 12364.877930
	Iteration 13Q: 3 clusters Score -5524485 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -5524804.000000 Penalty: 12364.877930
	Iteration 14Q: 3 clusters Score -5524804 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -5525128.000000 Penalty: 12364.877930
	Iteration 15Q: 3 clusters Score -5525128 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -5525409.500000 Penalty: 12364.877930
	Iteration 16Q: 3 clusters Score -5525410 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -5525648.000000 Penalty: 12364.877930
	Iteration 17Q: 3 clusters Score -5525648 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -5525859.000000 Penalty: 12364.877930
	Iteration 18Q: 3 clusters Score -5525859 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -5526054.000000 Penalty: 12364.877930
	Iteration 19Q: 3 clusters Score -5526054 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -5526225.000000 Penalty: 12364.877930
	Iteration 20F: 3 clusters Score -5526225 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -5526384.500000 Penalty: 12364.877930
	Iteration 21Q: 3 clusters Score -5526384 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -5526488.500000 Penalty: 12364.877930
	Iteration 22Q: 3 clusters Score -5526488 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -5526601.500000 Penalty: 12364.877930
	Iteration 23Q: 3 clusters Score -5526602 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5526713.500000 Penalty: 12364.877930
	Iteration 24Q: 3 clusters Score -5526714 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -5526807.000000 Penalty: 12364.877930
	Iteration 25Q: 3 clusters Score -5526807 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -5526884.000000 Penalty: 12364.877930
	Iteration 26Q: 3 clusters Score -5526884 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -5526912.500000 Penalty: 12364.877930
	Iteration 27Q: 3 clusters Score -5526912 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -5526981.500000 Penalty: 12364.877930
	Iteration 28Q: 3 clusters Score -5526982 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -5527060.500000 Penalty: 12364.877930
	Iteration 29Q: 3 clusters Score -5527060 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -5527103.000000 Penalty: 12364.877930
	Iteration 30Q: 3 clusters Score -5527103 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -5527154.000000 Penalty: 12364.877930
	Iteration 31Q: 3 clusters Score -5527154 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -5527177.000000 Penalty: 12364.877930
	Iteration 32Q: 3 clusters Score -5527177 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -5527220.000000 Penalty: 12364.877930
	Iteration 33Q: 3 clusters Score -5527220 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -5527242.500000 Penalty: 12364.877930
	Iteration 34Q: 3 clusters Score -5527242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -5527279.000000 Penalty: 12364.877930
	Iteration 35Q: 3 clusters Score -5527279 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -5527324.000000 Penalty: 12364.877930
	Iteration 36Q: 3 clusters Score -5527324 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -5527343.000000 Penalty: 12364.877930
	Iteration 37Q: 3 clusters Score -5527343 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -5527371.000000 Penalty: 12364.877930
	Iteration 38Q: 3 clusters Score -5527371 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -5527435.000000 Penalty: 12364.877930
	Iteration 39Q: 3 clusters Score -5527435 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5527449.000000 Penalty: 12364.877930
	Iteration 40F: 3 clusters Score -5527449 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -5527499.500000 Penalty: 12364.877930
	Iteration 41Q: 3 clusters Score -5527500 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -5527563.500000 Penalty: 12364.877930
	Iteration 42Q: 3 clusters Score -5527564 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -5527626.000000 Penalty: 12364.877930
	Iteration 43Q: 3 clusters Score -5527626 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -5527660.000000 Penalty: 12364.877930
	Iteration 44Q: 3 clusters Score -5527660 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -5527748.500000 Penalty: 12364.877930
	Iteration 45Q: 3 clusters Score -5527748 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -5527814.000000 Penalty: 12364.877930
	Iteration 46Q: 3 clusters Score -5527814 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -5527902.500000 Penalty: 12364.877930
	Iteration 47Q: 3 clusters Score -5527902 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -5527972.000000 Penalty: 12364.877930
	Iteration 48Q: 3 clusters Score -5527972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -5528041.500000 Penalty: 12364.877930
	Iteration 49Q: 3 clusters Score -5528042 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -5528116.000000 Penalty: 12364.877930
	Iteration 50Q: 3 clusters Score -5528116 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -5528174.500000 Penalty: 12364.877930
	Iteration 51Q: 3 clusters Score -5528174 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5528265.000000 Penalty: 12364.877930
	Iteration 52Q: 3 clusters Score -5528265 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -5528376.500000 Penalty: 12364.877930
	Iteration 53Q: 3 clusters Score -5528376 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5528482.000000 Penalty: 12364.877930
	Iteration 54Q: 3 clusters Score -5528482 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -5528598.500000 Penalty: 12364.877930
	Iteration 55Q: 3 clusters Score -5528598 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -5528666.500000 Penalty: 12364.877930
	Iteration 56Q: 3 clusters Score -5528666 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -5528777.000000 Penalty: 12364.877930
	Iteration 57Q: 3 clusters Score -5528777 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -5528869.000000 Penalty: 12364.877930
	Iteration 58Q: 3 clusters Score -5528869 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -5528952.000000 Penalty: 12364.877930
	Iteration 59Q: 3 clusters Score -5528952 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -5529053.500000 Penalty: 12364.877930
	Iteration 60F: 3 clusters Score -5529054 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -5529088.500000 Penalty: 12364.877930
	Iteration 61Q: 3 clusters Score -5529088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -5529133.000000 Penalty: 12364.877930
	Iteration 62Q: 3 clusters Score -5529133 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -5529187.500000 Penalty: 12364.877930
	Iteration 63Q: 3 clusters Score -5529188 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -5529208.500000 Penalty: 12364.877930
	Iteration 64Q: 3 clusters Score -5529208 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -5529225.000000 Penalty: 12364.877930
	Iteration 65Q: 3 clusters Score -5529225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -5529230.500000 Penalty: 12364.877930
	Iteration 66Q: 3 clusters Score -5529230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -5529258.500000 Penalty: 12364.877930
	Iteration 67Q: 3 clusters Score -5529258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -5529265.500000 Penalty: 12364.877930
	Iteration 68Q: 3 clusters Score -5529266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -5529273.000000 Penalty: 12364.877930
	Iteration 69Q: 3 clusters Score -5529273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -5529276.500000 Penalty: 12364.877930
	Iteration 70Q: 3 clusters Score -5529276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -5529279.500000 Penalty: 12364.877930
	Iteration 71Q: 3 clusters Score -5529280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -5529283.500000 Penalty: 12364.877930
	Iteration 72Q: 3 clusters Score -5529284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -5529282.500000 Penalty: 12364.877930
	Iteration 73Q: 3 clusters Score -5529282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -5529282.000000 Penalty: 12364.877930
	Iteration 74Q: 3 clusters Score -5529282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -5529274.000000 Penalty: 12364.877930
	Iteration 75Q: 3 clusters Score -5529274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -5529275.500000 Penalty: 12364.877930
	Iteration 76Q: 3 clusters Score -5529276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -5529274.500000 Penalty: 12364.877930
	Iteration 77Q: 3 clusters Score -5529274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -5529279.000000 Penalty: 12364.877930
	Iteration 78Q: 3 clusters Score -5529279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -5529293.000000 Penalty: 12364.877930
	Iteration 79Q: 3 clusters Score -5529293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -5529287.500000 Penalty: 12364.877930
	Iteration 80F: 3 clusters Score -5529288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -5529292.500000 Penalty: 12364.877930
	Iteration 81Q: 3 clusters Score -5529292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -5529296.000000 Penalty: 12364.877930
	Iteration 82Q: 3 clusters Score -5529296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -5529294.500000 Penalty: 12364.877930
	Iteration 83Q: 3 clusters Score -5529294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -5529294.000000 Penalty: 12364.877930
	Iteration 84Q: 3 clusters Score -5529294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -5529294.000000 Penalty: 12364.877930
	Iteration 85F: 3 clusters Score -5529294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -531202.625000 Penalty: 4783.344238
	Iteration 0F: 2 clusters Score -531202.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -525985.812500 Penalty: 9566.688477
	Iteration 0F: 3 clusters Score -525985.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -526735.625000 Penalty: 9566.688477
	Iteration 1F: 3 clusters Score -526735.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -527033.375000 Penalty: 9566.688477
	Iteration 2F: 3 clusters Score -527033.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -527187.812500 Penalty: 9566.688477
	Iteration 3Q: 3 clusters Score -527187.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -527291.500000 Penalty: 9566.688477
	Iteration 4Q: 3 clusters Score -527291.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -527382.875000 Penalty: 9566.688477
	Iteration 5Q: 3 clusters Score -527382.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -527459.437500 Penalty: 9566.688477
	Iteration 6Q: 3 clusters Score -527459.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -527526.812500 Penalty: 9566.688477
	Iteration 7Q: 3 clusters Score -527526.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -527568.875000 Penalty: 9566.688477
	Iteration 8Q: 3 clusters Score -527568.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -527615.000000 Penalty: 9566.688477
	Iteration 9Q: 3 clusters Score -527615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -527644.625000 Penalty: 9566.688477
	Iteration 10Q: 3 clusters Score -527644.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -527672.125000 Penalty: 9566.688477
	Iteration 11Q: 3 clusters Score -527672.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -527702.750000 Penalty: 9566.688477
	Iteration 12Q: 3 clusters Score -527702.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -527725.625000 Penalty: 9566.688477
	Iteration 13Q: 3 clusters Score -527725.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -527748.500000 Penalty: 9566.688477
	Iteration 14Q: 3 clusters Score -527748.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -527795.500000 Penalty: 9566.688477
	Iteration 15Q: 3 clusters Score -527795.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -527848.562500 Penalty: 9566.688477
	Iteration 16Q: 3 clusters Score -527848.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -527884.312500 Penalty: 9566.688477
	Iteration 17Q: 3 clusters Score -527884.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -527929.500000 Penalty: 9566.688477
	Iteration 18Q: 3 clusters Score -527929.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -527973.562500 Penalty: 9566.688477
	Iteration 19Q: 3 clusters Score -527973.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -528028.687500 Penalty: 9566.688477
	Iteration 20F: 3 clusters Score -528028.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -528083.875000 Penalty: 9566.688477
	Iteration 21Q: 3 clusters Score -528083.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -528127.937500 Penalty: 9566.688477
	Iteration 22Q: 3 clusters Score -528127.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -528159.062500 Penalty: 9566.688477
	Iteration 23Q: 3 clusters Score -528159.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -528198.375000 Penalty: 9566.688477
	Iteration 24Q: 3 clusters Score -528198.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -528239.687500 Penalty: 9566.688477
	Iteration 25Q: 3 clusters Score -528239.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -528292.125000 Penalty: 9566.688477
	Iteration 26Q: 3 clusters Score -528292.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -528335.250000 Penalty: 9566.688477
	Iteration 27Q: 3 clusters Score -528335.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -528379.750000 Penalty: 9566.688477
	Iteration 28Q: 3 clusters Score -528379.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -528417.125000 Penalty: 9566.688477
	Iteration 29Q: 3 clusters Score -528417.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -528442.000000 Penalty: 9566.688477
	Iteration 30Q: 3 clusters Score -528442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -528466.125000 Penalty: 9566.688477
	Iteration 31Q: 3 clusters Score -528466.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -528488.312500 Penalty: 9566.688477
	Iteration 32Q: 3 clusters Score -528488.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -528511.062500 Penalty: 9566.688477
	Iteration 33Q: 3 clusters Score -528511.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -528532.437500 Penalty: 9566.688477
	Iteration 34Q: 3 clusters Score -528532.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -528545.125000 Penalty: 9566.688477
	Iteration 35Q: 3 clusters Score -528545.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -528555.250000 Penalty: 9566.688477
	Iteration 36Q: 3 clusters Score -528555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -528564.750000 Penalty: 9566.688477
	Iteration 37Q: 3 clusters Score -528564.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -528572.375000 Penalty: 9566.688477
	Iteration 38Q: 3 clusters Score -528572.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -528578.000000 Penalty: 9566.688477
	Iteration 39Q: 3 clusters Score -528578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -528580.187500 Penalty: 9566.688477
	Iteration 40F: 3 clusters Score -528580.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Entering Unmasked Estep 
Score: -3857838.500000 Penalty: 5959.968750
	Iteration 0F: 2 clusters Score -3857838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3843290.000000 Penalty: 11919.937500
	Iteration 0F: 3 clusters Score -3843290 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3846874.750000 Penalty: 11919.937500
	Iteration 1F: 3 clusters Score -3846875 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3847458.750000 Penalty: 11919.937500
	Iteration 2F: 3 clusters Score -3847459 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3847821.250000 Penalty: 11919.937500
	Iteration 3Q: 3 clusters Score -3847821 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3848068.000000 Penalty: 11919.937500
	Iteration 4Q: 3 clusters Score -3848068 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3848251.250000 Penalty: 11919.937500
	Iteration 5Q: 3 clusters Score -3848251 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3848389.500000 Penalty: 11919.937500
	Iteration 6Q: 3 clusters Score -3848390 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3848492.000000 Penalty: 11919.937500
	Iteration 7Q: 3 clusters Score -3848492 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3848595.000000 Penalty: 11919.937500
	Iteration 8Q: 3 clusters Score -3848595 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3848671.500000 Penalty: 11919.937500
	Iteration 9Q: 3 clusters Score -3848672 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3848714.500000 Penalty: 11919.937500
	Iteration 10Q: 3 clusters Score -3848714 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3848748.750000 Penalty: 11919.937500
	Iteration 11Q: 3 clusters Score -3848749 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3848780.500000 Penalty: 11919.937500
	Iteration 12Q: 3 clusters Score -3848780 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3848826.750000 Penalty: 11919.937500
	Iteration 13Q: 3 clusters Score -3848827 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3848859.500000 Penalty: 11919.937500
	Iteration 14Q: 3 clusters Score -3848860 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3848869.750000 Penalty: 11919.937500
	Iteration 15Q: 3 clusters Score -3848870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3848881.750000 Penalty: 11919.937500
	Iteration 16Q: 3 clusters Score -3848882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3848893.750000 Penalty: 11919.937500
	Iteration 17Q: 3 clusters Score -3848894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3848907.500000 Penalty: 11919.937500
	Iteration 18Q: 3 clusters Score -3848908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3848919.500000 Penalty: 11919.937500
	Iteration 19Q: 3 clusters Score -3848920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3848935.500000 Penalty: 11919.937500
	Iteration 20F: 3 clusters Score -3848936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -3848948.500000 Penalty: 11919.937500
	Iteration 21Q: 3 clusters Score -3848948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3848953.750000 Penalty: 11919.937500
	Iteration 22Q: 3 clusters Score -3848954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -3848967.750000 Penalty: 11919.937500
	Iteration 23Q: 3 clusters Score -3848968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3848982.250000 Penalty: 11919.937500
	Iteration 24Q: 3 clusters Score -3848982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3848992.000000 Penalty: 11919.937500
	Iteration 25Q: 3 clusters Score -3848992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3849002.500000 Penalty: 11919.937500
	Iteration 26Q: 3 clusters Score -3849002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3849010.500000 Penalty: 11919.937500
	Iteration 27Q: 3 clusters Score -3849010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3848997.500000 Penalty: 11919.937500
	Iteration 28Q: 3 clusters Score -3848998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3849006.500000 Penalty: 11919.937500
	Iteration 29Q: 3 clusters Score -3849006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3849013.750000 Penalty: 11919.937500
	Iteration 30Q: 3 clusters Score -3849014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3849017.750000 Penalty: 11919.937500
	Iteration 31Q: 3 clusters Score -3849018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3849020.500000 Penalty: 11919.937500
	Iteration 32Q: 3 clusters Score -3849020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3849029.000000 Penalty: 11919.937500
	Iteration 33Q: 3 clusters Score -3849029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3849050.750000 Penalty: 11919.937500
	Iteration 34Q: 3 clusters Score -3849051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3849049.000000 Penalty: 11919.937500
	Iteration 35Q: 3 clusters Score -3849049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -3849066.250000 Penalty: 11919.937500
	Iteration 36Q: 3 clusters Score -3849066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3849079.500000 Penalty: 11919.937500
	Iteration 37Q: 3 clusters Score -3849080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3849084.250000 Penalty: 11919.937500
	Iteration 38Q: 3 clusters Score -3849084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3849097.250000 Penalty: 11919.937500
	Iteration 39Q: 3 clusters Score -3849097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3849094.500000 Penalty: 11919.937500
	Iteration 40F: 3 clusters Score -3849094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3849088.750000 Penalty: 11919.937500
	Iteration 41Q: 3 clusters Score -3849089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3849093.000000 Penalty: 11919.937500
	Iteration 42Q: 3 clusters Score -3849093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3849102.000000 Penalty: 11919.937500
	Iteration 43Q: 3 clusters Score -3849102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3849115.000000 Penalty: 11919.937500
	Iteration 44Q: 3 clusters Score -3849115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3849115.750000 Penalty: 11919.937500
	Iteration 45Q: 3 clusters Score -3849116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -3849112.000000 Penalty: 11919.937500
	Iteration 46Q: 3 clusters Score -3849112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3849115.750000 Penalty: 11919.937500
	Iteration 47Q: 3 clusters Score -3849116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3849112.250000 Penalty: 11919.937500
	Iteration 48Q: 3 clusters Score -3849112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3849122.500000 Penalty: 11919.937500
	Iteration 49Q: 3 clusters Score -3849122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3849133.500000 Penalty: 11919.937500
	Iteration 50Q: 3 clusters Score -3849134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3849143.250000 Penalty: 11919.937500
	Iteration 51Q: 3 clusters Score -3849143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3849144.500000 Penalty: 11919.937500
	Iteration 52Q: 3 clusters Score -3849144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3849146.500000 Penalty: 11919.937500
	Iteration 53Q: 3 clusters Score -3849146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3849147.000000 Penalty: 11919.937500
	Iteration 54Q: 3 clusters Score -3849147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3849145.000000 Penalty: 11919.937500
	Iteration 55Q: 3 clusters Score -3849145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3849152.500000 Penalty: 11919.937500
	Iteration 56Q: 3 clusters Score -3849152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3849154.250000 Penalty: 11919.937500
	Iteration 57Q: 3 clusters Score -3849154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3849157.750000 Penalty: 11919.937500
	Iteration 58Q: 3 clusters Score -3849158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3849156.250000 Penalty: 11919.937500
	Iteration 59Q: 3 clusters Score -3849156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3849152.500000 Penalty: 11919.937500
	Iteration 60F: 3 clusters Score -3849152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3849155.000000 Penalty: 11919.937500
	Iteration 61Q: 3 clusters Score -3849155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3849151.250000 Penalty: 11919.937500
	Iteration 62Q: 3 clusters Score -3849151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3849153.000000 Penalty: 11919.937500
	Iteration 63Q: 3 clusters Score -3849153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3849156.500000 Penalty: 11919.937500
	Iteration 64Q: 3 clusters Score -3849156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3849155.250000 Penalty: 11919.937500
	Iteration 65Q: 3 clusters Score -3849155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3849153.750000 Penalty: 11919.937500
	Iteration 66Q: 3 clusters Score -3849154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3849153.250000 Penalty: 11919.937500
	Iteration 67Q: 3 clusters Score -3849153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3849158.500000 Penalty: 11919.937500
	Iteration 68Q: 3 clusters Score -3849158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3849157.250000 Penalty: 11919.937500
	Iteration 69Q: 3 clusters Score -3849157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3849158.250000 Penalty: 11919.937500
	Iteration 70Q: 3 clusters Score -3849158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3849159.750000 Penalty: 11919.937500
	Iteration 71Q: 3 clusters Score -3849160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3849162.500000 Penalty: 11919.937500
	Iteration 72Q: 3 clusters Score -3849162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3849160.750000 Penalty: 11919.937500
	Iteration 73Q: 3 clusters Score -3849161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3849159.500000 Penalty: 11919.937500
	Iteration 74Q: 3 clusters Score -3849160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3849159.500000 Penalty: 11919.937500
	Iteration 75Q: 3 clusters Score -3849160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3849159.500000 Penalty: 11919.937500
	Iteration 76Q: 3 clusters Score -3849160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3849156.500000 Penalty: 11919.937500
	Iteration 77Q: 3 clusters Score -3849156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3849166.500000 Penalty: 11919.937500
	Iteration 78Q: 3 clusters Score -3849166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3849168.500000 Penalty: 11919.937500
	Iteration 79Q: 3 clusters Score -3849168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3849176.500000 Penalty: 11919.937500
	Iteration 80F: 3 clusters Score -3849176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -3849168.750000 Penalty: 11919.937500
	Iteration 81Q: 3 clusters Score -3849169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3849175.500000 Penalty: 11919.937500
	Iteration 82Q: 3 clusters Score -3849176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3849175.250000 Penalty: 11919.937500
	Iteration 83Q: 3 clusters Score -3849175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3849175.250000 Penalty: 11919.937500
	Iteration 84Q: 3 clusters Score -3849175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3849178.500000 Penalty: 11919.937500
	Iteration 85Q: 3 clusters Score -3849178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3849180.000000 Penalty: 11919.937500
	Iteration 86Q: 3 clusters Score -3849180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3849184.500000 Penalty: 11919.937500
	Iteration 87Q: 3 clusters Score -3849184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3849184.000000 Penalty: 11919.937500
	Iteration 88Q: 3 clusters Score -3849184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3849186.500000 Penalty: 11919.937500
	Iteration 89Q: 3 clusters Score -3849186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3849185.000000 Penalty: 11919.937500
	Iteration 90Q: 3 clusters Score -3849185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3849185.000000 Penalty: 11919.937500
	Iteration 91F: 3 clusters Score -3849185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Entering Unmasked Estep 
Score: -3506349.500000 Penalty: 5913.664551
	Iteration 0F: 2 clusters Score -3506350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3492739.250000 Penalty: 11827.329102
	Iteration 0F: 3 clusters Score -3492739 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3496487.750000 Penalty: 11827.329102
	Iteration 1F: 3 clusters Score -3496488 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3497873.500000 Penalty: 11827.329102
	Iteration 2F: 3 clusters Score -3497874 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3499090.250000 Penalty: 11827.329102
	Iteration 3F: 3 clusters Score -3499090 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3500204.750000 Penalty: 11827.329102
	Iteration 4F: 3 clusters Score -3500205 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3501153.250000 Penalty: 11827.329102
	Iteration 5F: 3 clusters Score -3501153 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3501883.750000 Penalty: 11827.329102
	Iteration 6F: 3 clusters Score -3501884 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3502438.250000 Penalty: 11827.329102
	Iteration 7Q: 3 clusters Score -3502438 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3502886.250000 Penalty: 11827.329102
	Iteration 8Q: 3 clusters Score -3502886 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3503160.500000 Penalty: 11827.329102
	Iteration 9Q: 3 clusters Score -3503160 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3503341.500000 Penalty: 11827.329102
	Iteration 10Q: 3 clusters Score -3503342 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3503483.250000 Penalty: 11827.329102
	Iteration 11Q: 3 clusters Score -3503483 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3503573.750000 Penalty: 11827.329102
	Iteration 12Q: 3 clusters Score -3503574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3503665.000000 Penalty: 11827.329102
	Iteration 13Q: 3 clusters Score -3503665 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3503725.250000 Penalty: 11827.329102
	Iteration 14Q: 3 clusters Score -3503725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3503763.000000 Penalty: 11827.329102
	Iteration 15Q: 3 clusters Score -3503763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3503800.750000 Penalty: 11827.329102
	Iteration 16Q: 3 clusters Score -3503801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3503814.000000 Penalty: 11827.329102
	Iteration 17Q: 3 clusters Score -3503814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3503844.000000 Penalty: 11827.329102
	Iteration 18Q: 3 clusters Score -3503844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3503861.500000 Penalty: 11827.329102
	Iteration 19Q: 3 clusters Score -3503862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3503888.250000 Penalty: 11827.329102
	Iteration 20F: 3 clusters Score -3503888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3503916.500000 Penalty: 11827.329102
	Iteration 21Q: 3 clusters Score -3503916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3503927.250000 Penalty: 11827.329102
	Iteration 22Q: 3 clusters Score -3503927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3503936.500000 Penalty: 11827.329102
	Iteration 23Q: 3 clusters Score -3503936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3503939.750000 Penalty: 11827.329102
	Iteration 24Q: 3 clusters Score -3503940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3503942.750000 Penalty: 11827.329102
	Iteration 25Q: 3 clusters Score -3503943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3503946.750000 Penalty: 11827.329102
	Iteration 26Q: 3 clusters Score -3503947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3503942.250000 Penalty: 11827.329102
	Iteration 27Q: 3 clusters Score -3503942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3503948.750000 Penalty: 11827.329102
	Iteration 28Q: 3 clusters Score -3503949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3503950.750000 Penalty: 11827.329102
	Iteration 29Q: 3 clusters Score -3503951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3503950.500000 Penalty: 11827.329102
	Iteration 30Q: 3 clusters Score -3503950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3503950.250000 Penalty: 11827.329102
	Iteration 31Q: 3 clusters Score -3503950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3503951.750000 Penalty: 11827.329102
	Iteration 32Q: 3 clusters Score -3503952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3503951.750000 Penalty: 11827.329102
	Iteration 33F: 3 clusters Score -3503952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (142938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142938 members 
Entering Unmasked Estep 
Score: -32633084.000000 Penalty: 7270.476562
	Iteration 0F: 2 clusters Score -3.263308e+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 71507 members 
Entering Unmasked Estep 
Score: -32546594.000000 Penalty: 14540.953125
	Iteration 0F: 3 clusters Score -3.254659e+07 nChanged 66130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -32582724.000000 Penalty: 14540.953125
	Iteration 1F: 3 clusters Score -3.258272e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -32584242.000000 Penalty: 14540.953125
	Iteration 2Q: 3 clusters Score -3.258424e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -32585842.000000 Penalty: 14540.953125
	Iteration 3Q: 3 clusters Score -3.258584e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
Score: -32587740.000000 Penalty: 14540.953125
	Iteration 4Q: 3 clusters Score -3.258774e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -32589974.000000 Penalty: 14540.953125
	Iteration 5Q: 3 clusters Score -3.258997e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -32592736.000000 Penalty: 14540.953125
	Iteration 6Q: 3 clusters Score -3.259274e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -32595292.000000 Penalty: 14540.953125
	Iteration 7Q: 3 clusters Score -3.259529e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -32598358.000000 Penalty: 14540.953125
	Iteration 8Q: 3 clusters Score -3.259836e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -32601506.000000 Penalty: 14540.953125
	Iteration 9Q: 3 clusters Score -3.260151e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -32605086.000000 Penalty: 14540.953125
	Iteration 10Q: 3 clusters Score -3.260509e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -32608608.000000 Penalty: 14540.953125
	Iteration 11Q: 3 clusters Score -3.260861e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82505 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -32612362.000000 Penalty: 14540.953125
	Iteration 12Q: 3 clusters Score -3.261236e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -32615328.000000 Penalty: 14540.953125
	Iteration 13Q: 3 clusters Score -3.261533e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -32617228.000000 Penalty: 14540.953125
	Iteration 14Q: 3 clusters Score -3.261723e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -32618390.000000 Penalty: 14540.953125
	Iteration 15Q: 3 clusters Score -3.261839e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90014 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -32619014.000000 Penalty: 14540.953125
	Iteration 16Q: 3 clusters Score -3.261901e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91684 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -32619630.000000 Penalty: 14540.953125
	Iteration 17Q: 3 clusters Score -3.261963e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -32620084.000000 Penalty: 14540.953125
	Iteration 18Q: 3 clusters Score -3.262008e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -32620572.000000 Penalty: 14540.953125
	Iteration 19Q: 3 clusters Score -3.262057e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -32621282.000000 Penalty: 14540.953125
	Iteration 20F: 3 clusters Score -3.262128e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -32621680.000000 Penalty: 14540.953125
	Iteration 21Q: 3 clusters Score -3.262168e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -32622184.000000 Penalty: 14540.953125
	Iteration 22Q: 3 clusters Score -3.262218e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -32622716.000000 Penalty: 14540.953125
	Iteration 23Q: 3 clusters Score -3.262272e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -32623088.000000 Penalty: 14540.953125
	Iteration 24Q: 3 clusters Score -3.262309e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -32623526.000000 Penalty: 14540.953125
	Iteration 25Q: 3 clusters Score -3.262353e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -32624074.000000 Penalty: 14540.953125
	Iteration 26Q: 3 clusters Score -3.262407e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107899 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -32624498.000000 Penalty: 14540.953125
	Iteration 27Q: 3 clusters Score -3.26245e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -32625160.000000 Penalty: 14540.953125
	Iteration 28Q: 3 clusters Score -3.262516e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111000 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -32625666.000000 Penalty: 14540.953125
	Iteration 29Q: 3 clusters Score -3.262567e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112569 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -32626200.000000 Penalty: 14540.953125
	Iteration 30Q: 3 clusters Score -3.26262e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114127 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -32626528.000000 Penalty: 14540.953125
	Iteration 31Q: 3 clusters Score -3.262653e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115728 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -32626868.000000 Penalty: 14540.953125
	Iteration 32Q: 3 clusters Score -3.262687e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117262 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -32627104.000000 Penalty: 14540.953125
	Iteration 33Q: 3 clusters Score -3.26271e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118744 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -32627500.000000 Penalty: 14540.953125
	Iteration 34Q: 3 clusters Score -3.26275e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120170 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -32627870.000000 Penalty: 14540.953125
	Iteration 35Q: 3 clusters Score -3.262787e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121526 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -32628086.000000 Penalty: 14540.953125
	Iteration 36Q: 3 clusters Score -3.262809e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122863 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -32628290.000000 Penalty: 14540.953125
	Iteration 37Q: 3 clusters Score -3.262829e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124142 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -32628518.000000 Penalty: 14540.953125
	Iteration 38Q: 3 clusters Score -3.262852e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125329 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -32628630.000000 Penalty: 14540.953125
	Iteration 39Q: 3 clusters Score -3.262863e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126383 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -32628734.000000 Penalty: 14540.953125
	Iteration 40F: 3 clusters Score -3.262873e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127374 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -32628746.000000 Penalty: 14540.953125
	Iteration 41Q: 3 clusters Score -3.262875e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128278 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -32628898.000000 Penalty: 14540.953125
	Iteration 42Q: 3 clusters Score -3.26289e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129061 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -32628938.000000 Penalty: 14540.953125
	Iteration 43Q: 3 clusters Score -3.262894e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129758 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -32629134.000000 Penalty: 14540.953125
	Iteration 44Q: 3 clusters Score -3.262913e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130398 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -32629136.000000 Penalty: 14540.953125
	Iteration 45Q: 3 clusters Score -3.262914e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130993 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -32629148.000000 Penalty: 14540.953125
	Iteration 46Q: 3 clusters Score -3.262915e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131518 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -32629148.000000 Penalty: 14540.953125
	Iteration 47Q: 3 clusters Score -3.262915e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132001 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -32629210.000000 Penalty: 14540.953125
	Iteration 48Q: 3 clusters Score -3.262921e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132433 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -32629306.000000 Penalty: 14540.953125
	Iteration 49Q: 3 clusters Score -3.262931e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132807 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -32629306.000000 Penalty: 14540.953125
	Iteration 50Q: 3 clusters Score -3.262931e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133149 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -32629400.000000 Penalty: 14540.953125
	Iteration 51Q: 3 clusters Score -3.26294e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133428 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -32629434.000000 Penalty: 14540.953125
	Iteration 52Q: 3 clusters Score -3.262943e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133692 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -32629390.000000 Penalty: 14540.953125
	Iteration 53Q: 3 clusters Score -3.262939e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133931 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -32629398.000000 Penalty: 14540.953125
	Iteration 54Q: 3 clusters Score -3.26294e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134136 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -32629364.000000 Penalty: 14540.953125
	Iteration 55Q: 3 clusters Score -3.262936e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134303 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -32629360.000000 Penalty: 14540.953125
	Iteration 56Q: 3 clusters Score -3.262936e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134445 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -32629352.000000 Penalty: 14540.953125
	Iteration 57Q: 3 clusters Score -3.262935e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -32629270.000000 Penalty: 14540.953125
	Iteration 58Q: 3 clusters Score -3.262927e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -32629270.000000 Penalty: 14540.953125
	Iteration 59Q: 3 clusters Score -3.262927e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134781 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -32629314.000000 Penalty: 14540.953125
	Iteration 60F: 3 clusters Score -3.262931e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134865 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -32629268.000000 Penalty: 14540.953125
	Iteration 61Q: 3 clusters Score -3.262927e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134949 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -32629290.000000 Penalty: 14540.953125
	Iteration 62Q: 3 clusters Score -3.262929e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135021 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -32629282.000000 Penalty: 14540.953125
	Iteration 63Q: 3 clusters Score -3.262928e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135087 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -32629308.000000 Penalty: 14540.953125
	Iteration 64Q: 3 clusters Score -3.262931e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135150 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -32629322.000000 Penalty: 14540.953125
	Iteration 65Q: 3 clusters Score -3.262932e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135218 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -32629358.000000 Penalty: 14540.953125
	Iteration 66Q: 3 clusters Score -3.262936e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135286 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -32629374.000000 Penalty: 14540.953125
	Iteration 67Q: 3 clusters Score -3.262937e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135357 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -32629398.000000 Penalty: 14540.953125
	Iteration 68Q: 3 clusters Score -3.26294e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135421 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -32629368.000000 Penalty: 14540.953125
	Iteration 69Q: 3 clusters Score -3.262937e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135492 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -32629384.000000 Penalty: 14540.953125
	Iteration 70Q: 3 clusters Score -3.262938e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135566 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -32629372.000000 Penalty: 14540.953125
	Iteration 71Q: 3 clusters Score -3.262937e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135639 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -32629388.000000 Penalty: 14540.953125
	Iteration 72Q: 3 clusters Score -3.262939e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135714 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -32629368.000000 Penalty: 14540.953125
	Iteration 73Q: 3 clusters Score -3.262937e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135780 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -32629390.000000 Penalty: 14540.953125
	Iteration 74Q: 3 clusters Score -3.262939e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135840 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -32629362.000000 Penalty: 14540.953125
	Iteration 75Q: 3 clusters Score -3.262936e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135898 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -32629384.000000 Penalty: 14540.953125
	Iteration 76Q: 3 clusters Score -3.262938e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135954 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -32629350.000000 Penalty: 14540.953125
	Iteration 77Q: 3 clusters Score -3.262935e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136002 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -32629358.000000 Penalty: 14540.953125
	Iteration 78Q: 3 clusters Score -3.262936e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136047 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -32629422.000000 Penalty: 14540.953125
	Iteration 79Q: 3 clusters Score -3.262942e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136084 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -32629400.000000 Penalty: 14540.953125
	Iteration 80F: 3 clusters Score -3.26294e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -32629384.000000 Penalty: 14540.953125
	Iteration 81Q: 3 clusters Score -3.262938e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136167 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -32629418.000000 Penalty: 14540.953125
	Iteration 82Q: 3 clusters Score -3.262942e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136209 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -32629404.000000 Penalty: 14540.953125
	Iteration 83Q: 3 clusters Score -3.26294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136252 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -32629408.000000 Penalty: 14540.953125
	Iteration 84Q: 3 clusters Score -3.262941e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136299 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -32629428.000000 Penalty: 14540.953125
	Iteration 85Q: 3 clusters Score -3.262943e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136336 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -32629468.000000 Penalty: 14540.953125
	Iteration 86Q: 3 clusters Score -3.262947e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136366 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -32629448.000000 Penalty: 14540.953125
	Iteration 87Q: 3 clusters Score -3.262945e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136391 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -32629460.000000 Penalty: 14540.953125
	Iteration 88Q: 3 clusters Score -3.262946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136409 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -32629422.000000 Penalty: 14540.953125
	Iteration 89Q: 3 clusters Score -3.262942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136427 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -32629442.000000 Penalty: 14540.953125
	Iteration 90Q: 3 clusters Score -3.262944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136438 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -32629440.000000 Penalty: 14540.953125
	Iteration 91Q: 3 clusters Score -3.262944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136448 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -32629468.000000 Penalty: 14540.953125
	Iteration 92Q: 3 clusters Score -3.262947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136457 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -32629464.000000 Penalty: 14540.953125
	Iteration 93Q: 3 clusters Score -3.262946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136469 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -32629456.000000 Penalty: 14540.953125
	Iteration 94Q: 3 clusters Score -3.262946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -32629442.000000 Penalty: 14540.953125
	Iteration 95Q: 3 clusters Score -3.262944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136483 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -32629468.000000 Penalty: 14540.953125
	Iteration 96Q: 3 clusters Score -3.262947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136490 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -32629434.000000 Penalty: 14540.953125
	Iteration 97Q: 3 clusters Score -3.262943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -32629456.000000 Penalty: 14540.953125
	Iteration 98Q: 3 clusters Score -3.262946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -32629454.000000 Penalty: 14540.953125
	Iteration 99Q: 3 clusters Score -3.262945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136507 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -32629440.000000 Penalty: 14540.953125
	Iteration 100F: 3 clusters Score -3.262944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136514 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -32629456.000000 Penalty: 14540.953125
	Iteration 101Q: 3 clusters Score -3.262946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136519 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -32629456.000000 Penalty: 14540.953125
	Iteration 102Q: 3 clusters Score -3.262946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136526 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -32629448.000000 Penalty: 14540.953125
	Iteration 103Q: 3 clusters Score -3.262945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136527 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -32629464.000000 Penalty: 14540.953125
	Iteration 104Q: 3 clusters Score -3.262946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136531 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -32629460.000000 Penalty: 14540.953125
	Iteration 105Q: 3 clusters Score -3.262946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -32629456.000000 Penalty: 14540.953125
	Iteration 106Q: 3 clusters Score -3.262946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136537 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -32629454.000000 Penalty: 14540.953125
	Iteration 107Q: 3 clusters Score -3.262945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136539 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -32629454.000000 Penalty: 14540.953125
	Iteration 108Q: 3 clusters Score -3.262945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -32629426.000000 Penalty: 14540.953125
	Iteration 109Q: 3 clusters Score -3.262943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -32629434.000000 Penalty: 14540.953125
	Iteration 110Q: 3 clusters Score -3.262943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -32629434.000000 Penalty: 14540.953125
	Iteration 111F: 3 clusters Score -3.262943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -183210.484375 Penalty: 4156.864258
	Iteration 0F: 2 clusters Score -183210.5 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 438 members 
Entering Unmasked Estep 
Score: -179442.671875 Penalty: 8313.728516
	Iteration 0F: 3 clusters Score -179442.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -179818.187500 Penalty: 8313.728516
	Iteration 1F: 3 clusters Score -179818.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -180057.687500 Penalty: 8313.728516
	Iteration 2F: 3 clusters Score -180057.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -180310.937500 Penalty: 8313.728516
	Iteration 3F: 3 clusters Score -180310.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -180493.937500 Penalty: 8313.728516
	Iteration 4Q: 3 clusters Score -180493.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -180714.546875 Penalty: 8313.728516
	Iteration 5Q: 3 clusters Score -180714.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -180780.484375 Penalty: 8313.728516
	Iteration 6Q: 3 clusters Score -180780.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -180804.765625 Penalty: 8313.728516
	Iteration 7Q: 3 clusters Score -180804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -180825.437500 Penalty: 8313.728516
	Iteration 8Q: 3 clusters Score -180825.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -180844.656250 Penalty: 8313.728516
	Iteration 9Q: 3 clusters Score -180844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -180849.125000 Penalty: 8313.728516
	Iteration 10Q: 3 clusters Score -180849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -180858.703125 Penalty: 8313.728516
	Iteration 11Q: 3 clusters Score -180858.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -180876.281250 Penalty: 8313.728516
	Iteration 12Q: 3 clusters Score -180876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -180880.531250 Penalty: 8313.728516
	Iteration 13F: 3 clusters Score -180880.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -180910.593750 Penalty: 8313.728516
	Iteration 14Q: 3 clusters Score -180910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -180936.203125 Penalty: 8313.728516
	Iteration 15Q: 3 clusters Score -180936.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -180955.875000 Penalty: 8313.728516
	Iteration 16Q: 3 clusters Score -180955.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -181010.093750 Penalty: 8313.728516
	Iteration 17Q: 3 clusters Score -181010.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -181043.406250 Penalty: 8313.728516
	Iteration 18Q: 3 clusters Score -181043.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -181071.546875 Penalty: 8313.728516
	Iteration 19Q: 3 clusters Score -181071.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -181111.046875 Penalty: 8313.728516
	Iteration 20F: 3 clusters Score -181111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -181151.250000 Penalty: 8313.728516
	Iteration 21Q: 3 clusters Score -181151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -181163.125000 Penalty: 8313.728516
	Iteration 22Q: 3 clusters Score -181163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -181171.343750 Penalty: 8313.728516
	Iteration 23Q: 3 clusters Score -181171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -181171.343750 Penalty: 8313.728516
	Iteration 24F: 3 clusters Score -181171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Entering Unmasked Estep 
Score: -4528492.500000 Penalty: 6053.324219
	Iteration 0F: 2 clusters Score -4528492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4512310.000000 Penalty: 12106.648438
	Iteration 0F: 3 clusters Score -4512310 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -4516483.000000 Penalty: 12106.648438
	Iteration 1F: 3 clusters Score -4516483 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -4517101.500000 Penalty: 12106.648438
	Iteration 2F: 3 clusters Score -4517102 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -4517447.500000 Penalty: 12106.648438
	Iteration 3Q: 3 clusters Score -4517448 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4517684.500000 Penalty: 12106.648438
	Iteration 4Q: 3 clusters Score -4517684 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -4517855.000000 Penalty: 12106.648438
	Iteration 5Q: 3 clusters Score -4517855 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4517997.000000 Penalty: 12106.648438
	Iteration 6Q: 3 clusters Score -4517997 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4518127.000000 Penalty: 12106.648438
	Iteration 7Q: 3 clusters Score -4518127 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -4518249.000000 Penalty: 12106.648438
	Iteration 8Q: 3 clusters Score -4518249 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -4518352.000000 Penalty: 12106.648438
	Iteration 9Q: 3 clusters Score -4518352 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -4518447.500000 Penalty: 12106.648438
	Iteration 10Q: 3 clusters Score -4518448 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -4518496.000000 Penalty: 12106.648438
	Iteration 11Q: 3 clusters Score -4518496 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -4518559.500000 Penalty: 12106.648438
	Iteration 12Q: 3 clusters Score -4518560 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -4518619.000000 Penalty: 12106.648438
	Iteration 13Q: 3 clusters Score -4518619 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -4518697.500000 Penalty: 12106.648438
	Iteration 14Q: 3 clusters Score -4518698 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4518766.500000 Penalty: 12106.648438
	Iteration 15Q: 3 clusters Score -4518766 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4518861.000000 Penalty: 12106.648438
	Iteration 16Q: 3 clusters Score -4518861 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -4518954.500000 Penalty: 12106.648438
	Iteration 17Q: 3 clusters Score -4518954 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4519055.000000 Penalty: 12106.648438
	Iteration 18Q: 3 clusters Score -4519055 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4519179.000000 Penalty: 12106.648438
	Iteration 19Q: 3 clusters Score -4519179 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -4519329.500000 Penalty: 12106.648438
	Iteration 20F: 3 clusters Score -4519330 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -4519480.000000 Penalty: 12106.648438
	Iteration 21Q: 3 clusters Score -4519480 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -4519668.500000 Penalty: 12106.648438
	Iteration 22Q: 3 clusters Score -4519668 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -4519866.500000 Penalty: 12106.648438
	Iteration 23Q: 3 clusters Score -4519866 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4520130.500000 Penalty: 12106.648438
	Iteration 24Q: 3 clusters Score -4520130 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4520425.000000 Penalty: 12106.648438
	Iteration 25Q: 3 clusters Score -4520425 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4520745.500000 Penalty: 12106.648438
	Iteration 26Q: 3 clusters Score -4520746 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4521108.500000 Penalty: 12106.648438
	Iteration 27Q: 3 clusters Score -4521108 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4521452.000000 Penalty: 12106.648438
	Iteration 28Q: 3 clusters Score -4521452 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4521776.500000 Penalty: 12106.648438
	Iteration 29Q: 3 clusters Score -4521776 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4522070.000000 Penalty: 12106.648438
	Iteration 30Q: 3 clusters Score -4522070 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4522318.000000 Penalty: 12106.648438
	Iteration 31Q: 3 clusters Score -4522318 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4522506.000000 Penalty: 12106.648438
	Iteration 32Q: 3 clusters Score -4522506 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4522636.000000 Penalty: 12106.648438
	Iteration 33Q: 3 clusters Score -4522636 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4522725.500000 Penalty: 12106.648438
	Iteration 34Q: 3 clusters Score -4522726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4522800.000000 Penalty: 12106.648438
	Iteration 35Q: 3 clusters Score -4522800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4522863.500000 Penalty: 12106.648438
	Iteration 36Q: 3 clusters Score -4522864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4522935.000000 Penalty: 12106.648438
	Iteration 37Q: 3 clusters Score -4522935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4522969.000000 Penalty: 12106.648438
	Iteration 38Q: 3 clusters Score -4522969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4522995.000000 Penalty: 12106.648438
	Iteration 39Q: 3 clusters Score -4522995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4523017.000000 Penalty: 12106.648438
	Iteration 40F: 3 clusters Score -4523017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4523040.500000 Penalty: 12106.648438
	Iteration 41Q: 3 clusters Score -4523040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4523076.500000 Penalty: 12106.648438
	Iteration 42Q: 3 clusters Score -4523076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4523094.500000 Penalty: 12106.648438
	Iteration 43Q: 3 clusters Score -4523094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4523107.500000 Penalty: 12106.648438
	Iteration 44Q: 3 clusters Score -4523108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4523124.000000 Penalty: 12106.648438
	Iteration 45Q: 3 clusters Score -4523124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4523135.000000 Penalty: 12106.648438
	Iteration 46Q: 3 clusters Score -4523135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4523156.000000 Penalty: 12106.648438
	Iteration 47Q: 3 clusters Score -4523156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4523155.500000 Penalty: 12106.648438
	Iteration 48Q: 3 clusters Score -4523156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4523170.500000 Penalty: 12106.648438
	Iteration 49Q: 3 clusters Score -4523170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4523178.000000 Penalty: 12106.648438
	Iteration 50Q: 3 clusters Score -4523178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4523178.000000 Penalty: 12106.648438
	Iteration 51Q: 3 clusters Score -4523178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4523180.000000 Penalty: 12106.648438
	Iteration 52Q: 3 clusters Score -4523180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4523188.000000 Penalty: 12106.648438
	Iteration 53Q: 3 clusters Score -4523188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4523196.000000 Penalty: 12106.648438
	Iteration 54Q: 3 clusters Score -4523196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4523194.500000 Penalty: 12106.648438
	Iteration 55Q: 3 clusters Score -4523194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4523196.000000 Penalty: 12106.648438
	Iteration 56Q: 3 clusters Score -4523196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4523196.500000 Penalty: 12106.648438
	Iteration 57Q: 3 clusters Score -4523196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4523201.500000 Penalty: 12106.648438
	Iteration 58Q: 3 clusters Score -4523202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4523199.500000 Penalty: 12106.648438
	Iteration 59Q: 3 clusters Score -4523200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4523200.000000 Penalty: 12106.648438
	Iteration 60F: 3 clusters Score -4523200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4523202.500000 Penalty: 12106.648438
	Iteration 61Q: 3 clusters Score -4523202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4523203.500000 Penalty: 12106.648438
	Iteration 62Q: 3 clusters Score -4523204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4523203.500000 Penalty: 12106.648438
	Iteration 63F: 3 clusters Score -4523204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (62048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Entering Unmasked Estep 
Score: -14033373.000000 Penalty: 6759.343750
	Iteration 0F: 2 clusters Score -1.403337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -13989758.000000 Penalty: 13518.687500
	Iteration 0F: 3 clusters Score -1.398976e+07 nChanged 27747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -14004865.000000 Penalty: 13518.687500
	Iteration 1F: 3 clusters Score -1.400486e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -14005795.000000 Penalty: 13518.687500
	Iteration 2Q: 3 clusters Score -1.40058e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -14006622.000000 Penalty: 13518.687500
	Iteration 3Q: 3 clusters Score -1.400662e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -14007294.000000 Penalty: 13518.687500
	Iteration 4Q: 3 clusters Score -1.400729e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -14007937.000000 Penalty: 13518.687500
	Iteration 5Q: 3 clusters Score -1.400794e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -14008556.000000 Penalty: 13518.687500
	Iteration 6Q: 3 clusters Score -1.400856e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -14009158.000000 Penalty: 13518.687500
	Iteration 7Q: 3 clusters Score -1.400916e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -14009665.000000 Penalty: 13518.687500
	Iteration 8Q: 3 clusters Score -1.400966e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -14010309.000000 Penalty: 13518.687500
	Iteration 9Q: 3 clusters Score -1.401031e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -14011096.000000 Penalty: 13518.687500
	Iteration 10Q: 3 clusters Score -1.40111e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -14011772.000000 Penalty: 13518.687500
	Iteration 11Q: 3 clusters Score -1.401177e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -14012538.000000 Penalty: 13518.687500
	Iteration 12Q: 3 clusters Score -1.401254e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -14013296.000000 Penalty: 13518.687500
	Iteration 13Q: 3 clusters Score -1.40133e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -14014044.000000 Penalty: 13518.687500
	Iteration 14Q: 3 clusters Score -1.401404e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -14014865.000000 Penalty: 13518.687500
	Iteration 15Q: 3 clusters Score -1.401486e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -14015605.000000 Penalty: 13518.687500
	Iteration 16Q: 3 clusters Score -1.40156e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -14016471.000000 Penalty: 13518.687500
	Iteration 17Q: 3 clusters Score -1.401647e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -14017223.000000 Penalty: 13518.687500
	Iteration 18Q: 3 clusters Score -1.401722e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -14017971.000000 Penalty: 13518.687500
	Iteration 19Q: 3 clusters Score -1.401797e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -14018727.000000 Penalty: 13518.687500
	Iteration 20F: 3 clusters Score -1.401873e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -14019463.000000 Penalty: 13518.687500
	Iteration 21Q: 3 clusters Score -1.401946e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -14020230.000000 Penalty: 13518.687500
	Iteration 22Q: 3 clusters Score -1.402023e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -14020934.000000 Penalty: 13518.687500
	Iteration 23Q: 3 clusters Score -1.402093e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -14021611.000000 Penalty: 13518.687500
	Iteration 24Q: 3 clusters Score -1.402161e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -14022169.000000 Penalty: 13518.687500
	Iteration 25Q: 3 clusters Score -1.402217e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -14022693.000000 Penalty: 13518.687500
	Iteration 26Q: 3 clusters Score -1.402269e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -14023329.000000 Penalty: 13518.687500
	Iteration 27Q: 3 clusters Score -1.402333e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -14024016.000000 Penalty: 13518.687500
	Iteration 28Q: 3 clusters Score -1.402402e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -14024648.000000 Penalty: 13518.687500
	Iteration 29Q: 3 clusters Score -1.402465e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -14025104.000000 Penalty: 13518.687500
	Iteration 30Q: 3 clusters Score -1.40251e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -14025556.000000 Penalty: 13518.687500
	Iteration 31Q: 3 clusters Score -1.402556e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -14025981.000000 Penalty: 13518.687500
	Iteration 32Q: 3 clusters Score -1.402598e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -14026310.000000 Penalty: 13518.687500
	Iteration 33Q: 3 clusters Score -1.402631e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -14026655.000000 Penalty: 13518.687500
	Iteration 34Q: 3 clusters Score -1.402666e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -14026936.000000 Penalty: 13518.687500
	Iteration 35Q: 3 clusters Score -1.402694e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -14027189.000000 Penalty: 13518.687500
	Iteration 36Q: 3 clusters Score -1.402719e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -14027464.000000 Penalty: 13518.687500
	Iteration 37Q: 3 clusters Score -1.402746e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -14027636.000000 Penalty: 13518.687500
	Iteration 38Q: 3 clusters Score -1.402764e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -14027762.000000 Penalty: 13518.687500
	Iteration 39Q: 3 clusters Score -1.402776e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -14027894.000000 Penalty: 13518.687500
	Iteration 40F: 3 clusters Score -1.402789e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -14028008.000000 Penalty: 13518.687500
	Iteration 41Q: 3 clusters Score -1.402801e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -14028101.000000 Penalty: 13518.687500
	Iteration 42Q: 3 clusters Score -1.40281e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -14028171.000000 Penalty: 13518.687500
	Iteration 43Q: 3 clusters Score -1.402817e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -14028207.000000 Penalty: 13518.687500
	Iteration 44Q: 3 clusters Score -1.402821e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -14028297.000000 Penalty: 13518.687500
	Iteration 45Q: 3 clusters Score -1.40283e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -14028315.000000 Penalty: 13518.687500
	Iteration 46Q: 3 clusters Score -1.402832e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -14028349.000000 Penalty: 13518.687500
	Iteration 47Q: 3 clusters Score -1.402835e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -14028397.000000 Penalty: 13518.687500
	Iteration 48Q: 3 clusters Score -1.40284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -14028437.000000 Penalty: 13518.687500
	Iteration 49Q: 3 clusters Score -1.402844e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -14028472.000000 Penalty: 13518.687500
	Iteration 50Q: 3 clusters Score -1.402847e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -14028517.000000 Penalty: 13518.687500
	Iteration 51Q: 3 clusters Score -1.402852e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -14028528.000000 Penalty: 13518.687500
	Iteration 52Q: 3 clusters Score -1.402853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -14028551.000000 Penalty: 13518.687500
	Iteration 53Q: 3 clusters Score -1.402855e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -14028603.000000 Penalty: 13518.687500
	Iteration 54Q: 3 clusters Score -1.40286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -14028616.000000 Penalty: 13518.687500
	Iteration 55Q: 3 clusters Score -1.402862e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -14028645.000000 Penalty: 13518.687500
	Iteration 56Q: 3 clusters Score -1.402864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -14028684.000000 Penalty: 13518.687500
	Iteration 57Q: 3 clusters Score -1.402868e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -14028727.000000 Penalty: 13518.687500
	Iteration 58Q: 3 clusters Score -1.402873e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -14028745.000000 Penalty: 13518.687500
	Iteration 59Q: 3 clusters Score -1.402874e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -14028792.000000 Penalty: 13518.687500
	Iteration 60F: 3 clusters Score -1.402879e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -14028780.000000 Penalty: 13518.687500
	Iteration 61Q: 3 clusters Score -1.402878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -14028786.000000 Penalty: 13518.687500
	Iteration 62Q: 3 clusters Score -1.402879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -14028800.000000 Penalty: 13518.687500
	Iteration 63Q: 3 clusters Score -1.40288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -14028805.000000 Penalty: 13518.687500
	Iteration 64Q: 3 clusters Score -1.40288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -14028819.000000 Penalty: 13518.687500
	Iteration 65Q: 3 clusters Score -1.402882e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -14028832.000000 Penalty: 13518.687500
	Iteration 66Q: 3 clusters Score -1.402883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -14028828.000000 Penalty: 13518.687500
	Iteration 67Q: 3 clusters Score -1.402883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -14028818.000000 Penalty: 13518.687500
	Iteration 68Q: 3 clusters Score -1.402882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -14028828.000000 Penalty: 13518.687500
	Iteration 69Q: 3 clusters Score -1.402883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -14028836.000000 Penalty: 13518.687500
	Iteration 70Q: 3 clusters Score -1.402884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -14028873.000000 Penalty: 13518.687500
	Iteration 71Q: 3 clusters Score -1.402887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -14028867.000000 Penalty: 13518.687500
	Iteration 72Q: 3 clusters Score -1.402887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -14028890.000000 Penalty: 13518.687500
	Iteration 73Q: 3 clusters Score -1.402889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -14028881.000000 Penalty: 13518.687500
	Iteration 74Q: 3 clusters Score -1.402888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -14028883.000000 Penalty: 13518.687500
	Iteration 75Q: 3 clusters Score -1.402888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -14028908.000000 Penalty: 13518.687500
	Iteration 76Q: 3 clusters Score -1.402891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -14028895.000000 Penalty: 13518.687500
	Iteration 77Q: 3 clusters Score -1.40289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -14028899.000000 Penalty: 13518.687500
	Iteration 78Q: 3 clusters Score -1.40289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -14028910.000000 Penalty: 13518.687500
	Iteration 79Q: 3 clusters Score -1.402891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -14028897.000000 Penalty: 13518.687500
	Iteration 80F: 3 clusters Score -1.40289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (65905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Entering Unmasked Estep 
Score: -14580595.000000 Penalty: 6796.281250
	Iteration 0F: 2 clusters Score -1.45806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -14534816.000000 Penalty: 13592.562500
	Iteration 0F: 3 clusters Score -1.453482e+07 nChanged 29477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -14550672.000000 Penalty: 13592.562500
	Iteration 1F: 3 clusters Score -1.455067e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -14551832.000000 Penalty: 13592.562500
	Iteration 2Q: 3 clusters Score -1.455183e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -14552867.000000 Penalty: 13592.562500
	Iteration 3Q: 3 clusters Score -1.455287e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -14553929.000000 Penalty: 13592.562500
	Iteration 4Q: 3 clusters Score -1.455393e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -14555248.000000 Penalty: 13592.562500
	Iteration 5Q: 3 clusters Score -1.455525e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -14556699.000000 Penalty: 13592.562500
	Iteration 6Q: 3 clusters Score -1.45567e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -14558258.000000 Penalty: 13592.562500
	Iteration 7Q: 3 clusters Score -1.455826e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -14559950.000000 Penalty: 13592.562500
	Iteration 8Q: 3 clusters Score -1.455995e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -14561506.000000 Penalty: 13592.562500
	Iteration 9Q: 3 clusters Score -1.456151e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -14562868.000000 Penalty: 13592.562500
	Iteration 10Q: 3 clusters Score -1.456287e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -14564278.000000 Penalty: 13592.562500
	Iteration 11Q: 3 clusters Score -1.456428e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -14565464.000000 Penalty: 13592.562500
	Iteration 12Q: 3 clusters Score -1.456546e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -14566619.000000 Penalty: 13592.562500
	Iteration 13Q: 3 clusters Score -1.456662e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -14567664.000000 Penalty: 13592.562500
	Iteration 14Q: 3 clusters Score -1.456766e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -14568723.000000 Penalty: 13592.562500
	Iteration 15Q: 3 clusters Score -1.456872e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -14569718.000000 Penalty: 13592.562500
	Iteration 16Q: 3 clusters Score -1.456972e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -14570535.000000 Penalty: 13592.562500
	Iteration 17Q: 3 clusters Score -1.457054e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -14571387.000000 Penalty: 13592.562500
	Iteration 18Q: 3 clusters Score -1.457139e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -14572082.000000 Penalty: 13592.562500
	Iteration 19Q: 3 clusters Score -1.457208e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -14572870.000000 Penalty: 13592.562500
	Iteration 20F: 3 clusters Score -1.457287e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -14573627.000000 Penalty: 13592.562500
	Iteration 21Q: 3 clusters Score -1.457363e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -14574354.000000 Penalty: 13592.562500
	Iteration 22Q: 3 clusters Score -1.457435e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -14575085.000000 Penalty: 13592.562500
	Iteration 23Q: 3 clusters Score -1.457508e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -14575560.000000 Penalty: 13592.562500
	Iteration 24Q: 3 clusters Score -1.457556e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -14575799.000000 Penalty: 13592.562500
	Iteration 25Q: 3 clusters Score -1.45758e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -14575964.000000 Penalty: 13592.562500
	Iteration 26Q: 3 clusters Score -1.457596e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -14576096.000000 Penalty: 13592.562500
	Iteration 27Q: 3 clusters Score -1.45761e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -14576171.000000 Penalty: 13592.562500
	Iteration 28Q: 3 clusters Score -1.457617e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -14576234.000000 Penalty: 13592.562500
	Iteration 29Q: 3 clusters Score -1.457623e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -14576295.000000 Penalty: 13592.562500
	Iteration 30Q: 3 clusters Score -1.45763e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -14576311.000000 Penalty: 13592.562500
	Iteration 31Q: 3 clusters Score -1.457631e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -14576315.000000 Penalty: 13592.562500
	Iteration 32Q: 3 clusters Score -1.457632e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -14576306.000000 Penalty: 13592.562500
	Iteration 33Q: 3 clusters Score -1.457631e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -14576380.000000 Penalty: 13592.562500
	Iteration 34Q: 3 clusters Score -1.457638e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -14576381.000000 Penalty: 13592.562500
	Iteration 35Q: 3 clusters Score -1.457638e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -14576417.000000 Penalty: 13592.562500
	Iteration 36Q: 3 clusters Score -1.457642e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -14576477.000000 Penalty: 13592.562500
	Iteration 37Q: 3 clusters Score -1.457648e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -14576499.000000 Penalty: 13592.562500
	Iteration 38Q: 3 clusters Score -1.45765e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -14576530.000000 Penalty: 13592.562500
	Iteration 39Q: 3 clusters Score -1.457653e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -14576497.000000 Penalty: 13592.562500
	Iteration 40F: 3 clusters Score -1.45765e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -14576502.000000 Penalty: 13592.562500
	Iteration 41Q: 3 clusters Score -1.45765e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -14576506.000000 Penalty: 13592.562500
	Iteration 42Q: 3 clusters Score -1.457651e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -14576519.000000 Penalty: 13592.562500
	Iteration 43Q: 3 clusters Score -1.457652e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -14576548.000000 Penalty: 13592.562500
	Iteration 44Q: 3 clusters Score -1.457655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -14576548.000000 Penalty: 13592.562500
	Iteration 45Q: 3 clusters Score -1.457655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -14576544.000000 Penalty: 13592.562500
	Iteration 46Q: 3 clusters Score -1.457654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -14576571.000000 Penalty: 13592.562500
	Iteration 47Q: 3 clusters Score -1.457657e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -14576590.000000 Penalty: 13592.562500
	Iteration 48Q: 3 clusters Score -1.457659e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60029 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -14576570.000000 Penalty: 13592.562500
	Iteration 49Q: 3 clusters Score -1.457657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -14576570.000000 Penalty: 13592.562500
	Iteration 50Q: 3 clusters Score -1.457657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -14576567.000000 Penalty: 13592.562500
	Iteration 51Q: 3 clusters Score -1.457657e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -14576575.000000 Penalty: 13592.562500
	Iteration 52Q: 3 clusters Score -1.457658e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -14576590.000000 Penalty: 13592.562500
	Iteration 53Q: 3 clusters Score -1.457659e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -14576579.000000 Penalty: 13592.562500
	Iteration 54Q: 3 clusters Score -1.457658e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -14576581.000000 Penalty: 13592.562500
	Iteration 55Q: 3 clusters Score -1.457658e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -14576589.000000 Penalty: 13592.562500
	Iteration 56Q: 3 clusters Score -1.457659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -14576603.000000 Penalty: 13592.562500
	Iteration 57Q: 3 clusters Score -1.45766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -14576592.000000 Penalty: 13592.562500
	Iteration 58Q: 3 clusters Score -1.457659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -14576584.000000 Penalty: 13592.562500
	Iteration 59Q: 3 clusters Score -1.457658e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -14576598.000000 Penalty: 13592.562500
	Iteration 60F: 3 clusters Score -1.45766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -14576599.000000 Penalty: 13592.562500
	Iteration 61Q: 3 clusters Score -1.45766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -14576576.000000 Penalty: 13592.562500
	Iteration 62Q: 3 clusters Score -1.457658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -14576600.000000 Penalty: 13592.562500
	Iteration 63Q: 3 clusters Score -1.45766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -14576592.000000 Penalty: 13592.562500
	Iteration 64Q: 3 clusters Score -1.457659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -14576605.000000 Penalty: 13592.562500
	Iteration 65Q: 3 clusters Score -1.45766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -14576599.000000 Penalty: 13592.562500
	Iteration 66Q: 3 clusters Score -1.45766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -14576585.000000 Penalty: 13592.562500
	Iteration 67Q: 3 clusters Score -1.457658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -14576588.000000 Penalty: 13592.562500
	Iteration 68Q: 3 clusters Score -1.457659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -14576592.000000 Penalty: 13592.562500
	Iteration 69Q: 3 clusters Score -1.457659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -14576608.000000 Penalty: 13592.562500
	Iteration 70Q: 3 clusters Score -1.457661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -14576596.000000 Penalty: 13592.562500
	Iteration 71Q: 3 clusters Score -1.45766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -14576601.000000 Penalty: 13592.562500
	Iteration 72Q: 3 clusters Score -1.45766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -14576591.000000 Penalty: 13592.562500
	Iteration 73Q: 3 clusters Score -1.457659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -14576589.000000 Penalty: 13592.562500
	Iteration 74Q: 3 clusters Score -1.457659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -14576593.000000 Penalty: 13592.562500
	Iteration 75Q: 3 clusters Score -1.457659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -14576593.000000 Penalty: 13592.562500
	Iteration 76F: 3 clusters Score -1.457659e+07 nChanged 0
--- Evaluating fit on full set of 3652333 points ---
Entering Unmasked Estep 
Score: -821399872.000000 Penalty: 259151.546875
22->29 Clusters: Score -821399872.000000, best is -821685312.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1217444 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 55344 members 
Mstep: Class 3 contains 54957 members 
Mstep: Class 4 contains 55352 members 
Mstep: Class 5 contains 55352 members 
Mstep: Class 6 contains 55529 members 
Mstep: Class 7 contains 55172 members 
Mstep: Class 8 contains 55810 members 
Mstep: Class 9 contains 55263 members 
Mstep: Class 10 contains 55236 members 
Mstep: Class 11 contains 55733 members 
Mstep: Class 12 contains 55431 members 
Mstep: Class 13 contains 55463 members 
Mstep: Class 14 contains 55280 members 
Mstep: Class 15 contains 55565 members 
Mstep: Class 16 contains 54928 members 
Mstep: Class 17 contains 55349 members 
Mstep: Class 18 contains 55564 members 
Mstep: Class 19 contains 55180 members 
Mstep: Class 20 contains 55041 members 
Mstep: Class 21 contains 55180 members 
Mstep: Class 22 contains 55557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2060.226074 but Gain 8582.515625
Score: -265989344.000000 Penalty: 180232.750000
Iteration 0F: 22 clusters Score -2.659893e+08 nChanged 1154498
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 39668 members 
Mstep: Class 3 contains 35612 members 
Mstep: Class 4 contains 58223 members 
Mstep: Class 5 contains 23910 members 
Mstep: Class 6 contains 38516 members 
Mstep: Class 7 contains 83128 members 
Mstep: Class 8 contains 30395 members 
Mstep: Class 9 contains 82301 members 
Mstep: Class 10 contains 44754 members 
Mstep: Class 11 contains 72610 members 
Mstep: Class 12 contains 55312 members 
Mstep: Class 13 contains 37894 members 
Mstep: Class 14 contains 36123 members 
Mstep: Class 16 contains 40959 members 
Mstep: Class 17 contains 140001 members 
Mstep: Class 18 contains 31175 members 
Mstep: Class 19 contains 41931 members 
Mstep: Class 20 contains 114905 members 
Mstep: Class 21 contains 62771 members 
Mstep: Class 22 contains 103487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -268726720.000000 Penalty: 180232.750000
Iteration 1F: 22 clusters Score -2.687267e+08 nChanged 517989
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 35191 members 
Mstep: Class 3 contains 24900 members 
Mstep: Class 4 contains 52406 members 
Mstep: Class 5 contains 32381 members 
Mstep: Class 6 contains 22018 members 
Mstep: Class 7 contains 72393 members 
Mstep: Class 8 contains 14178 members 
Mstep: Class 9 contains 62267 members 
Mstep: Class 10 contains 50212 members 
Mstep: Class 11 contains 56190 members 
Mstep: Class 12 contains 57597 members 
Mstep: Class 13 contains 22704 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 16 contains 44697 members 
Mstep: Class 17 contains 222718 members 
Mstep: Class 18 contains 22111 members 
Mstep: Class 19 contains 15339 members 
Mstep: Class 20 contains 149304 members 
Mstep: Class 21 contains 53283 members 
Mstep: Class 22 contains 148518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -269881408.000000 Penalty: 180232.750000
Iteration 2F: 22 clusters Score -2.698814e+08 nChanged 430530
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 35598 members 
Mstep: Class 3 contains 23729 members 
Mstep: Class 4 contains 46322 members 
Mstep: Class 5 contains 56979 members 
Mstep: Class 6 contains 16779 members 
Mstep: Class 7 contains 51807 members 
Mstep: Class 8 contains 7615 members 
Mstep: Class 9 contains 50839 members 
Mstep: Class 10 contains 46735 members 
Mstep: Class 11 contains 65471 members 
Mstep: Class 12 contains 63362 members 
Mstep: Class 13 contains 15689 members 
Mstep: Class 14 contains 15992 members 
Mstep: Class 16 contains 65969 members 
Mstep: Class 17 contains 195888 members 
Mstep: Class 18 contains 17107 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 171900 members 
Mstep: Class 21 contains 62816 members 
Mstep: Class 22 contains 171486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -270687232.000000 Penalty: 180232.750000
Iteration 3F: 22 clusters Score -2.706872e+08 nChanged 350068
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 50133 members 
Mstep: Class 3 contains 30225 members 
Mstep: Class 4 contains 39611 members 
Mstep: Class 5 contains 68424 members 
Mstep: Class 6 contains 17600 members 
Mstep: Class 7 contains 36717 members 
Mstep: Class 8 contains 6105 members 
Mstep: Class 9 contains 42992 members 
Mstep: Class 10 contains 45555 members 
Mstep: Class 11 contains 81224 members 
Mstep: Class 12 contains 73402 members 
Mstep: Class 13 contains 14030 members 
Mstep: Class 14 contains 14686 members 
Mstep: Class 16 contains 109119 members 
Mstep: Class 17 contains 157612 members 
Mstep: Class 18 contains 13633 members 
Mstep: Class 19 contains 2903 members 
Mstep: Class 20 contains 159233 members 
Mstep: Class 21 contains 77724 members 
Mstep: Class 22 contains 152074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271323168.000000 Penalty: 180232.750000
Iteration 4F: 22 clusters Score -2.713232e+08 nChanged 261878
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 74440 members 
Mstep: Class 3 contains 35646 members 
Mstep: Class 4 contains 35528 members 
Mstep: Class 5 contains 72712 members 
Mstep: Class 6 contains 18854 members 
Mstep: Class 7 contains 33036 members 
Mstep: Class 8 contains 6736 members 
Mstep: Class 9 contains 36732 members 
Mstep: Class 10 contains 41258 members 
Mstep: Class 11 contains 87791 members 
Mstep: Class 12 contains 78684 members 
Mstep: Class 13 contains 14104 members 
Mstep: Class 14 contains 13713 members 
Mstep: Class 16 contains 142834 members 
Mstep: Class 17 contains 141804 members 
Mstep: Class 18 contains 10778 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 133998 members 
Mstep: Class 21 contains 91532 members 
Mstep: Class 22 contains 123727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271681120.000000 Penalty: 180232.750000
Iteration 5F: 22 clusters Score -2.716811e+08 nChanged 190550
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 97662 members 
Mstep: Class 3 contains 37906 members 
Mstep: Class 4 contains 36096 members 
Mstep: Class 5 contains 74111 members 
Mstep: Class 6 contains 19321 members 
Mstep: Class 7 contains 34125 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 33190 members 
Mstep: Class 10 contains 33402 members 
Mstep: Class 11 contains 87691 members 
Mstep: Class 12 contains 83695 members 
Mstep: Class 13 contains 14194 members 
Mstep: Class 14 contains 12639 members 
Mstep: Class 16 contains 159214 members 
Mstep: Class 17 contains 128701 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 115531 members 
Mstep: Class 21 contains 101509 members 
Mstep: Class 22 contains 108885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271870912.000000 Penalty: 180232.750000
Iteration 6F: 22 clusters Score -2.718709e+08 nChanged 139779
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 113838 members 
Mstep: Class 3 contains 38132 members 
Mstep: Class 4 contains 37784 members 
Mstep: Class 5 contains 74328 members 
Mstep: Class 6 contains 19189 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 8503 members 
Mstep: Class 9 contains 30101 members 
Mstep: Class 10 contains 26315 members 
Mstep: Class 11 contains 89667 members 
Mstep: Class 12 contains 87860 members 
Mstep: Class 13 contains 13571 members 
Mstep: Class 14 contains 12042 members 
Mstep: Class 16 contains 162450 members 
Mstep: Class 17 contains 119202 members 
Mstep: Class 18 contains 8662 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 105397 members 
Mstep: Class 21 contains 106527 members 
Mstep: Class 22 contains 107292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271990560.000000 Penalty: 180232.750000
Iteration 7F: 22 clusters Score -2.719906e+08 nChanged 107951
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 125770 members 
Mstep: Class 3 contains 36846 members 
Mstep: Class 4 contains 38471 members 
Mstep: Class 5 contains 73879 members 
Mstep: Class 6 contains 18469 members 
Mstep: Class 7 contains 31968 members 
Mstep: Class 8 contains 9755 members 
Mstep: Class 9 contains 26896 members 
Mstep: Class 10 contains 22158 members 
Mstep: Class 11 contains 95331 members 
Mstep: Class 12 contains 90244 members 
Mstep: Class 13 contains 12999 members 
Mstep: Class 14 contains 12010 members 
Mstep: Class 16 contains 162270 members 
Mstep: Class 17 contains 113226 members 
Mstep: Class 18 contains 8760 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 98090 members 
Mstep: Class 21 contains 108888 members 
Mstep: Class 22 contains 109638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272082592.000000 Penalty: 180232.750000
Iteration 8F: 22 clusters Score -2.720826e+08 nChanged 87169
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 134575 members 
Mstep: Class 3 contains 34876 members 
Mstep: Class 4 contains 38253 members 
Mstep: Class 5 contains 73121 members 
Mstep: Class 6 contains 17377 members 
Mstep: Class 7 contains 29217 members 
Mstep: Class 8 contains 10758 members 
Mstep: Class 9 contains 23600 members 
Mstep: Class 10 contains 20262 members 
Mstep: Class 11 contains 102810 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 12719 members 
Mstep: Class 14 contains 12350 members 
Mstep: Class 16 contains 161804 members 
Mstep: Class 17 contains 110215 members 
Mstep: Class 18 contains 9291 members 
Mstep: Class 19 contains 2767 members 
Mstep: Class 20 contains 91329 members 
Mstep: Class 21 contains 111119 members 
Mstep: Class 22 contains 112113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272144032.000000 Penalty: 180232.750000
Iteration 9F: 22 clusters Score -2.72144e+08 nChanged 69123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 139783 members 
Mstep: Class 3 contains 32782 members 
Mstep: Class 4 contains 37842 members 
Mstep: Class 5 contains 72289 members 
Mstep: Class 6 contains 16184 members 
Mstep: Class 7 contains 26187 members 
Mstep: Class 8 contains 11370 members 
Mstep: Class 9 contains 20665 members 
Mstep: Class 10 contains 19503 members 
Mstep: Class 11 contains 109628 members 
Mstep: Class 12 contains 92584 members 
Mstep: Class 13 contains 12645 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 16 contains 161756 members 
Mstep: Class 17 contains 108918 members 
Mstep: Class 18 contains 10006 members 
Mstep: Class 19 contains 2780 members 
Mstep: Class 20 contains 86353 members 
Mstep: Class 21 contains 113535 members 
Mstep: Class 22 contains 114117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272181856.000000 Penalty: 180232.750000
Iteration 10F: 22 clusters Score -2.721819e+08 nChanged 54159
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 142887 members 
Mstep: Class 3 contains 30908 members 
Mstep: Class 4 contains 37798 members 
Mstep: Class 5 contains 71665 members 
Mstep: Class 6 contains 15007 members 
Mstep: Class 7 contains 23144 members 
Mstep: Class 8 contains 11839 members 
Mstep: Class 9 contains 18318 members 
Mstep: Class 10 contains 19289 members 
Mstep: Class 11 contains 114863 members 
Mstep: Class 12 contains 93473 members 
Mstep: Class 13 contains 12675 members 
Mstep: Class 14 contains 13295 members 
Mstep: Class 16 contains 161691 members 
Mstep: Class 17 contains 108365 members 
Mstep: Class 18 contains 10759 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 82870 members 
Mstep: Class 21 contains 115692 members 
Mstep: Class 22 contains 115556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272206208.000000 Penalty: 180232.750000
Iteration 11Q: 22 clusters Score -2.722062e+08 nChanged 43455
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 145070 members 
Mstep: Class 3 contains 29301 members 
Mstep: Class 4 contains 37950 members 
Mstep: Class 5 contains 71124 members 
Mstep: Class 6 contains 13995 members 
Mstep: Class 7 contains 20530 members 
Mstep: Class 8 contains 12140 members 
Mstep: Class 9 contains 16558 members 
Mstep: Class 10 contains 19305 members 
Mstep: Class 11 contains 118448 members 
Mstep: Class 12 contains 94213 members 
Mstep: Class 13 contains 12764 members 
Mstep: Class 14 contains 13746 members 
Mstep: Class 16 contains 161731 members 
Mstep: Class 17 contains 108026 members 
Mstep: Class 18 contains 11603 members 
Mstep: Class 19 contains 2802 members 
Mstep: Class 20 contains 80240 members 
Mstep: Class 21 contains 117171 members 
Mstep: Class 22 contains 116867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272222176.000000 Penalty: 180232.750000
Iteration 12Q: 22 clusters Score -2.722222e+08 nChanged 35609
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 146477 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 38063 members 
Mstep: Class 5 contains 70659 members 
Mstep: Class 6 contains 13187 members 
Mstep: Class 7 contains 18328 members 
Mstep: Class 8 contains 12466 members 
Mstep: Class 9 contains 15176 members 
Mstep: Class 10 contains 19469 members 
Mstep: Class 11 contains 120910 members 
Mstep: Class 12 contains 94571 members 
Mstep: Class 13 contains 12886 members 
Mstep: Class 14 contains 14191 members 
Mstep: Class 16 contains 161878 members 
Mstep: Class 17 contains 107696 members 
Mstep: Class 18 contains 12588 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 20 contains 78396 members 
Mstep: Class 21 contains 118211 members 
Mstep: Class 22 contains 118153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272238080.000000 Penalty: 180232.750000
Iteration 13Q: 22 clusters Score -2.722381e+08 nChanged 29937
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 147502 members 
Mstep: Class 3 contains 26663 members 
Mstep: Class 4 contains 38165 members 
Mstep: Class 5 contains 70275 members 
Mstep: Class 6 contains 12585 members 
Mstep: Class 7 contains 16667 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 14082 members 
Mstep: Class 10 contains 19728 members 
Mstep: Class 11 contains 122634 members 
Mstep: Class 12 contains 94671 members 
Mstep: Class 13 contains 13009 members 
Mstep: Class 14 contains 14620 members 
Mstep: Class 16 contains 161864 members 
Mstep: Class 17 contains 107240 members 
Mstep: Class 18 contains 13655 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 77138 members 
Mstep: Class 21 contains 118789 members 
Mstep: Class 22 contains 119409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272250528.000000 Penalty: 180232.750000
Iteration 14Q: 22 clusters Score -2.722505e+08 nChanged 25827
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 148474 members 
Mstep: Class 3 contains 25600 members 
Mstep: Class 4 contains 38331 members 
Mstep: Class 5 contains 70043 members 
Mstep: Class 6 contains 12127 members 
Mstep: Class 7 contains 15385 members 
Mstep: Class 8 contains 13160 members 
Mstep: Class 9 contains 13088 members 
Mstep: Class 10 contains 20038 members 
Mstep: Class 11 contains 123952 members 
Mstep: Class 12 contains 94597 members 
Mstep: Class 13 contains 13135 members 
Mstep: Class 14 contains 14944 members 
Mstep: Class 16 contains 161799 members 
Mstep: Class 17 contains 106739 members 
Mstep: Class 18 contains 14428 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 76133 members 
Mstep: Class 21 contains 119109 members 
Mstep: Class 22 contains 120578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272257312.000000 Penalty: 180232.750000
Iteration 15Q: 22 clusters Score -2.722573e+08 nChanged 22589
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 149250 members 
Mstep: Class 3 contains 24726 members 
Mstep: Class 4 contains 38516 members 
Mstep: Class 5 contains 69958 members 
Mstep: Class 6 contains 11813 members 
Mstep: Class 7 contains 14396 members 
Mstep: Class 8 contains 13514 members 
Mstep: Class 9 contains 12204 members 
Mstep: Class 10 contains 20470 members 
Mstep: Class 11 contains 124952 members 
Mstep: Class 12 contains 94485 members 
Mstep: Class 13 contains 13305 members 
Mstep: Class 14 contains 15263 members 
Mstep: Class 16 contains 161607 members 
Mstep: Class 17 contains 106016 members 
Mstep: Class 18 contains 15041 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 75385 members 
Mstep: Class 21 contains 119274 members 
Mstep: Class 22 contains 121586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272264608.000000 Penalty: 180232.750000
Iteration 16Q: 22 clusters Score -2.722646e+08 nChanged 20030
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 149911 members 
Mstep: Class 3 contains 24187 members 
Mstep: Class 4 contains 38648 members 
Mstep: Class 5 contains 69824 members 
Mstep: Class 6 contains 11609 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 13899 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 125667 members 
Mstep: Class 12 contains 94428 members 
Mstep: Class 13 contains 13440 members 
Mstep: Class 14 contains 15534 members 
Mstep: Class 16 contains 161397 members 
Mstep: Class 17 contains 104848 members 
Mstep: Class 18 contains 15545 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 74763 members 
Mstep: Class 21 contains 119285 members 
Mstep: Class 22 contains 122547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272270848.000000 Penalty: 180232.750000
Iteration 17Q: 22 clusters Score -2.722708e+08 nChanged 18354
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 150450 members 
Mstep: Class 3 contains 24060 members 
Mstep: Class 4 contains 38792 members 
Mstep: Class 5 contains 69694 members 
Mstep: Class 6 contains 11506 members 
Mstep: Class 7 contains 13448 members 
Mstep: Class 8 contains 14305 members 
Mstep: Class 9 contains 10892 members 
Mstep: Class 10 contains 21554 members 
Mstep: Class 11 contains 126240 members 
Mstep: Class 12 contains 94274 members 
Mstep: Class 13 contains 13547 members 
Mstep: Class 14 contains 15813 members 
Mstep: Class 16 contains 161234 members 
Mstep: Class 17 contains 103186 members 
Mstep: Class 18 contains 15991 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 74263 members 
Mstep: Class 21 contains 119269 members 
Mstep: Class 22 contains 123291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272277216.000000 Penalty: 180232.750000
Iteration 18Q: 22 clusters Score -2.722772e+08 nChanged 17343
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 150916 members 
Mstep: Class 3 contains 24524 members 
Mstep: Class 4 contains 38929 members 
Mstep: Class 5 contains 69509 members 
Mstep: Class 6 contains 11457 members 
Mstep: Class 7 contains 13233 members 
Mstep: Class 8 contains 14696 members 
Mstep: Class 9 contains 10401 members 
Mstep: Class 10 contains 22211 members 
Mstep: Class 11 contains 126665 members 
Mstep: Class 12 contains 94169 members 
Mstep: Class 13 contains 13664 members 
Mstep: Class 14 contains 16081 members 
Mstep: Class 16 contains 161092 members 
Mstep: Class 17 contains 100928 members 
Mstep: Class 18 contains 16383 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 73871 members 
Mstep: Class 21 contains 119209 members 
Mstep: Class 22 contains 123858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272282752.000000 Penalty: 180232.750000
Iteration 19Q: 22 clusters Score -2.722828e+08 nChanged 16990
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 151311 members 
Mstep: Class 3 contains 25735 members 
Mstep: Class 4 contains 39129 members 
Mstep: Class 5 contains 69304 members 
Mstep: Class 6 contains 11445 members 
Mstep: Class 7 contains 13119 members 
Mstep: Class 8 contains 15147 members 
Mstep: Class 9 contains 10024 members 
Mstep: Class 10 contains 22855 members 
Mstep: Class 11 contains 126991 members 
Mstep: Class 12 contains 93932 members 
Mstep: Class 13 contains 13802 members 
Mstep: Class 14 contains 16330 members 
Mstep: Class 16 contains 160927 members 
Mstep: Class 17 contains 98162 members 
Mstep: Class 18 contains 16696 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 73502 members 
Mstep: Class 21 contains 119121 members 
Mstep: Class 22 contains 124250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272291552.000000 Penalty: 180232.750000
Iteration 20F: 22 clusters Score -2.722916e+08 nChanged 17144
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 151724 members 
Mstep: Class 3 contains 27561 members 
Mstep: Class 4 contains 39328 members 
Mstep: Class 5 contains 68844 members 
Mstep: Class 6 contains 11489 members 
Mstep: Class 7 contains 13111 members 
Mstep: Class 8 contains 15588 members 
Mstep: Class 9 contains 9666 members 
Mstep: Class 10 contains 23524 members 
Mstep: Class 11 contains 127268 members 
Mstep: Class 12 contains 93246 members 
Mstep: Class 13 contains 13972 members 
Mstep: Class 14 contains 16566 members 
Mstep: Class 16 contains 160747 members 
Mstep: Class 17 contains 95215 members 
Mstep: Class 18 contains 17198 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 73075 members 
Mstep: Class 21 contains 119030 members 
Mstep: Class 22 contains 124631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272300704.000000 Penalty: 180232.750000
Iteration 21Q: 22 clusters Score -2.723007e+08 nChanged 16660
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 152142 members 
Mstep: Class 3 contains 29592 members 
Mstep: Class 4 contains 39567 members 
Mstep: Class 5 contains 68343 members 
Mstep: Class 6 contains 11509 members 
Mstep: Class 7 contains 13163 members 
Mstep: Class 8 contains 16045 members 
Mstep: Class 9 contains 9403 members 
Mstep: Class 10 contains 24341 members 
Mstep: Class 11 contains 127458 members 
Mstep: Class 12 contains 92110 members 
Mstep: Class 13 contains 14064 members 
Mstep: Class 14 contains 16783 members 
Mstep: Class 16 contains 160556 members 
Mstep: Class 17 contains 92582 members 
Mstep: Class 18 contains 17642 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 72682 members 
Mstep: Class 21 contains 118942 members 
Mstep: Class 22 contains 124853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272305984.000000 Penalty: 180232.750000
Iteration 22Q: 22 clusters Score -2.72306e+08 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 152445 members 
Mstep: Class 3 contains 31236 members 
Mstep: Class 4 contains 39802 members 
Mstep: Class 5 contains 67756 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 13221 members 
Mstep: Class 8 contains 16437 members 
Mstep: Class 9 contains 9176 members 
Mstep: Class 10 contains 25221 members 
Mstep: Class 11 contains 127600 members 
Mstep: Class 12 contains 90809 members 
Mstep: Class 13 contains 14134 members 
Mstep: Class 14 contains 16958 members 
Mstep: Class 16 contains 160428 members 
Mstep: Class 17 contains 90628 members 
Mstep: Class 18 contains 18054 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 72368 members 
Mstep: Class 21 contains 118910 members 
Mstep: Class 22 contains 125081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272312768.000000 Penalty: 180232.750000
Iteration 23Q: 22 clusters Score -2.723128e+08 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 152610 members 
Mstep: Class 3 contains 32180 members 
Mstep: Class 4 contains 40054 members 
Mstep: Class 5 contains 67140 members 
Mstep: Class 6 contains 11519 members 
Mstep: Class 7 contains 13328 members 
Mstep: Class 8 contains 16818 members 
Mstep: Class 9 contains 8936 members 
Mstep: Class 10 contains 26146 members 
Mstep: Class 11 contains 127719 members 
Mstep: Class 12 contains 89730 members 
Mstep: Class 13 contains 14243 members 
Mstep: Class 14 contains 17107 members 
Mstep: Class 16 contains 160283 members 
Mstep: Class 17 contains 89353 members 
Mstep: Class 18 contains 18440 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 72019 members 
Mstep: Class 21 contains 118883 members 
Mstep: Class 22 contains 125253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272319840.000000 Penalty: 180232.750000
Iteration 24Q: 22 clusters Score -2.723198e+08 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 152735 members 
Mstep: Class 3 contains 32720 members 
Mstep: Class 4 contains 40330 members 
Mstep: Class 5 contains 66326 members 
Mstep: Class 6 contains 11514 members 
Mstep: Class 7 contains 13477 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 9 contains 8726 members 
Mstep: Class 10 contains 27167 members 
Mstep: Class 11 contains 127805 members 
Mstep: Class 12 contains 88835 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 17294 members 
Mstep: Class 16 contains 160133 members 
Mstep: Class 17 contains 88437 members 
Mstep: Class 18 contains 18874 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 71787 members 
Mstep: Class 21 contains 118847 members 
Mstep: Class 22 contains 125323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272323840.000000 Penalty: 180232.750000
Iteration 25Q: 22 clusters Score -2.723238e+08 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 152816 members 
Mstep: Class 3 contains 32948 members 
Mstep: Class 4 contains 40612 members 
Mstep: Class 5 contains 65540 members 
Mstep: Class 6 contains 11472 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 17283 members 
Mstep: Class 9 contains 8508 members 
Mstep: Class 10 contains 28221 members 
Mstep: Class 11 contains 127834 members 
Mstep: Class 12 contains 88164 members 
Mstep: Class 13 contains 14400 members 
Mstep: Class 14 contains 17451 members 
Mstep: Class 16 contains 160003 members 
Mstep: Class 17 contains 87701 members 
Mstep: Class 18 contains 19333 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 71583 members 
Mstep: Class 21 contains 118855 members 
Mstep: Class 22 contains 125362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272327392.000000 Penalty: 180232.750000
Iteration 26Q: 22 clusters Score -2.723274e+08 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 152841 members 
Mstep: Class 3 contains 33012 members 
Mstep: Class 4 contains 40864 members 
Mstep: Class 5 contains 64841 members 
Mstep: Class 6 contains 11410 members 
Mstep: Class 7 contains 13911 members 
Mstep: Class 8 contains 17413 members 
Mstep: Class 9 contains 8288 members 
Mstep: Class 10 contains 29268 members 
Mstep: Class 11 contains 127860 members 
Mstep: Class 12 contains 87647 members 
Mstep: Class 13 contains 14487 members 
Mstep: Class 14 contains 17562 members 
Mstep: Class 16 contains 159889 members 
Mstep: Class 17 contains 87047 members 
Mstep: Class 18 contains 19747 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 71440 members 
Mstep: Class 21 contains 118815 members 
Mstep: Class 22 contains 125391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272330080.000000 Penalty: 180232.750000
Iteration 27Q: 22 clusters Score -2.723301e+08 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 152775 members 
Mstep: Class 3 contains 33024 members 
Mstep: Class 4 contains 41142 members 
Mstep: Class 5 contains 64134 members 
Mstep: Class 6 contains 11352 members 
Mstep: Class 7 contains 14158 members 
Mstep: Class 8 contains 17492 members 
Mstep: Class 9 contains 8093 members 
Mstep: Class 10 contains 30391 members 
Mstep: Class 11 contains 127860 members 
Mstep: Class 12 contains 87290 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 17649 members 
Mstep: Class 16 contains 159823 members 
Mstep: Class 17 contains 86420 members 
Mstep: Class 18 contains 20113 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 71333 members 
Mstep: Class 21 contains 118814 members 
Mstep: Class 22 contains 125318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272331648.000000 Penalty: 180232.750000
Iteration 28Q: 22 clusters Score -2.723316e+08 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 152638 members 
Mstep: Class 3 contains 32987 members 
Mstep: Class 4 contains 41427 members 
Mstep: Class 5 contains 63519 members 
Mstep: Class 6 contains 11298 members 
Mstep: Class 7 contains 14372 members 
Mstep: Class 8 contains 17557 members 
Mstep: Class 9 contains 7917 members 
Mstep: Class 10 contains 31543 members 
Mstep: Class 11 contains 127818 members 
Mstep: Class 12 contains 86944 members 
Mstep: Class 13 contains 14576 members 
Mstep: Class 14 contains 17748 members 
Mstep: Class 16 contains 159773 members 
Mstep: Class 17 contains 85803 members 
Mstep: Class 18 contains 20389 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 71396 members 
Mstep: Class 21 contains 118797 members 
Mstep: Class 22 contains 125219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272333696.000000 Penalty: 180232.750000
Iteration 29Q: 22 clusters Score -2.723337e+08 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 152457 members 
Mstep: Class 3 contains 32967 members 
Mstep: Class 4 contains 41727 members 
Mstep: Class 5 contains 62943 members 
Mstep: Class 6 contains 11230 members 
Mstep: Class 7 contains 14614 members 
Mstep: Class 8 contains 17628 members 
Mstep: Class 9 contains 7777 members 
Mstep: Class 10 contains 32622 members 
Mstep: Class 11 contains 127783 members 
Mstep: Class 12 contains 86683 members 
Mstep: Class 13 contains 14582 members 
Mstep: Class 14 contains 17846 members 
Mstep: Class 16 contains 159744 members 
Mstep: Class 17 contains 85213 members 
Mstep: Class 18 contains 20617 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 71437 members 
Mstep: Class 21 contains 118770 members 
Mstep: Class 22 contains 125080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272335424.000000 Penalty: 180232.750000
Iteration 30Q: 22 clusters Score -2.723354e+08 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 152287 members 
Mstep: Class 3 contains 32953 members 
Mstep: Class 4 contains 42029 members 
Mstep: Class 5 contains 62486 members 
Mstep: Class 6 contains 11167 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 17678 members 
Mstep: Class 9 contains 7600 members 
Mstep: Class 10 contains 33590 members 
Mstep: Class 11 contains 127719 members 
Mstep: Class 12 contains 86494 members 
Mstep: Class 13 contains 14590 members 
Mstep: Class 14 contains 17897 members 
Mstep: Class 16 contains 159718 members 
Mstep: Class 17 contains 84597 members 
Mstep: Class 18 contains 20791 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 71531 members 
Mstep: Class 21 contains 118749 members 
Mstep: Class 22 contains 124958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272336864.000000 Penalty: 180232.750000
Iteration 31Q: 22 clusters Score -2.723369e+08 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 152103 members 
Mstep: Class 3 contains 32963 members 
Mstep: Class 4 contains 42333 members 
Mstep: Class 5 contains 62066 members 
Mstep: Class 6 contains 11094 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 17690 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 34484 members 
Mstep: Class 11 contains 127627 members 
Mstep: Class 12 contains 86361 members 
Mstep: Class 13 contains 14570 members 
Mstep: Class 14 contains 17986 members 
Mstep: Class 16 contains 159687 members 
Mstep: Class 17 contains 83991 members 
Mstep: Class 18 contains 20910 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 71685 members 
Mstep: Class 21 contains 118730 members 
Mstep: Class 22 contains 124825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272338848.000000 Penalty: 180232.750000
Iteration 32Q: 22 clusters Score -2.723388e+08 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 151903 members 
Mstep: Class 3 contains 32984 members 
Mstep: Class 4 contains 42680 members 
Mstep: Class 5 contains 61738 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 15432 members 
Mstep: Class 8 contains 17706 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 35253 members 
Mstep: Class 11 contains 127537 members 
Mstep: Class 12 contains 86247 members 
Mstep: Class 13 contains 14574 members 
Mstep: Class 14 contains 18043 members 
Mstep: Class 16 contains 159673 members 
Mstep: Class 17 contains 83343 members 
Mstep: Class 18 contains 21022 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 71895 members 
Mstep: Class 21 contains 118728 members 
Mstep: Class 22 contains 124669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272339712.000000 Penalty: 180232.750000
Iteration 33Q: 22 clusters Score -2.723397e+08 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 151743 members 
Mstep: Class 3 contains 32971 members 
Mstep: Class 4 contains 43020 members 
Mstep: Class 5 contains 61490 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 17734 members 
Mstep: Class 9 contains 7116 members 
Mstep: Class 10 contains 35859 members 
Mstep: Class 11 contains 127491 members 
Mstep: Class 12 contains 86121 members 
Mstep: Class 13 contains 14572 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 16 contains 159679 members 
Mstep: Class 17 contains 82705 members 
Mstep: Class 18 contains 21149 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 72116 members 
Mstep: Class 21 contains 118702 members 
Mstep: Class 22 contains 124496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272340960.000000 Penalty: 180232.750000
Iteration 34Q: 22 clusters Score -2.72341e+08 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 151603 members 
Mstep: Class 3 contains 32967 members 
Mstep: Class 4 contains 43369 members 
Mstep: Class 5 contains 61326 members 
Mstep: Class 6 contains 10915 members 
Mstep: Class 7 contains 15876 members 
Mstep: Class 8 contains 17770 members 
Mstep: Class 9 contains 7040 members 
Mstep: Class 10 contains 36341 members 
Mstep: Class 11 contains 127364 members 
Mstep: Class 12 contains 86043 members 
Mstep: Class 13 contains 14585 members 
Mstep: Class 14 contains 18185 members 
Mstep: Class 16 contains 159701 members 
Mstep: Class 17 contains 82042 members 
Mstep: Class 18 contains 21259 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 72366 members 
Mstep: Class 21 contains 118671 members 
Mstep: Class 22 contains 124294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272341952.000000 Penalty: 180232.750000
Iteration 35Q: 22 clusters Score -2.72342e+08 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 151459 members 
Mstep: Class 3 contains 32967 members 
Mstep: Class 4 contains 43747 members 
Mstep: Class 5 contains 61236 members 
Mstep: Class 6 contains 10860 members 
Mstep: Class 7 contains 16025 members 
Mstep: Class 8 contains 17776 members 
Mstep: Class 9 contains 6978 members 
Mstep: Class 10 contains 36768 members 
Mstep: Class 11 contains 127299 members 
Mstep: Class 12 contains 85969 members 
Mstep: Class 13 contains 14608 members 
Mstep: Class 14 contains 18217 members 
Mstep: Class 16 contains 159735 members 
Mstep: Class 17 contains 81417 members 
Mstep: Class 18 contains 21352 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 72645 members 
Mstep: Class 21 contains 118637 members 
Mstep: Class 22 contains 124017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272343296.000000 Penalty: 180232.750000
Iteration 36Q: 22 clusters Score -2.723433e+08 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 151301 members 
Mstep: Class 3 contains 32960 members 
Mstep: Class 4 contains 44169 members 
Mstep: Class 5 contains 61163 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 16174 members 
Mstep: Class 8 contains 17783 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 37166 members 
Mstep: Class 11 contains 127256 members 
Mstep: Class 12 contains 85911 members 
Mstep: Class 13 contains 14663 members 
Mstep: Class 14 contains 18282 members 
Mstep: Class 16 contains 159754 members 
Mstep: Class 17 contains 80768 members 
Mstep: Class 18 contains 21430 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 72960 members 
Mstep: Class 21 contains 118603 members 
Mstep: Class 22 contains 123642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272344416.000000 Penalty: 180232.750000
Iteration 37Q: 22 clusters Score -2.723444e+08 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 151141 members 
Mstep: Class 3 contains 32982 members 
Mstep: Class 4 contains 44640 members 
Mstep: Class 5 contains 61161 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 16325 members 
Mstep: Class 8 contains 17792 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 37486 members 
Mstep: Class 11 contains 127193 members 
Mstep: Class 12 contains 85850 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 18343 members 
Mstep: Class 16 contains 159770 members 
Mstep: Class 17 contains 80096 members 
Mstep: Class 18 contains 21503 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 73340 members 
Mstep: Class 21 contains 118571 members 
Mstep: Class 22 contains 123179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272345312.000000 Penalty: 180232.750000
Iteration 38Q: 22 clusters Score -2.723453e+08 nChanged 3717
Entering ConstructFrom: 
Score: -272345312.000000 Penalty: 180232.750000
Entering ConstructFrom: 
Trying to split cluster 1 (12887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Entering Unmasked Estep 
Score: -2860126.000000 Penalty: 5796.684082
	Iteration 0F: 2 clusters Score -2860126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2848120.500000 Penalty: 11593.368164
	Iteration 0F: 3 clusters Score -2848120 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2851606.000000 Penalty: 11593.368164
	Iteration 1F: 3 clusters Score -2851606 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2852833.750000 Penalty: 11593.368164
	Iteration 2F: 3 clusters Score -2852834 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2853843.750000 Penalty: 11593.368164
	Iteration 3F: 3 clusters Score -2853844 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2854779.750000 Penalty: 11593.368164
	Iteration 4F: 3 clusters Score -2854780 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2855672.500000 Penalty: 11593.368164
	Iteration 5F: 3 clusters Score -2855672 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2856646.750000 Penalty: 11593.368164
	Iteration 6F: 3 clusters Score -2856647 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2857879.000000 Penalty: 11593.368164
	Iteration 7F: 3 clusters Score -2857879 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2859774.750000 Penalty: 11593.368164
	Iteration 8F: 3 clusters Score -2859775 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2862096.500000 Penalty: 11593.368164
	Iteration 9F: 3 clusters Score -2862096 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2863680.000000 Penalty: 11593.368164
	Iteration 10F: 3 clusters Score -2863680 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2864269.750000 Penalty: 11593.368164
	Iteration 11Q: 3 clusters Score -2864270 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2864512.750000 Penalty: 11593.368164
	Iteration 12Q: 3 clusters Score -2864513 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2864589.250000 Penalty: 11593.368164
	Iteration 13Q: 3 clusters Score -2864589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2864611.500000 Penalty: 11593.368164
	Iteration 14Q: 3 clusters Score -2864612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2864618.500000 Penalty: 11593.368164
	Iteration 15Q: 3 clusters Score -2864618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2864624.500000 Penalty: 11593.368164
	Iteration 16Q: 3 clusters Score -2864624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2864624.500000 Penalty: 11593.368164
	Iteration 17F: 3 clusters Score -2864624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 151013 members 
Mstep: Class 3 contains 32996 members 
Mstep: Class 4 contains 45144 members 
Mstep: Class 5 contains 61227 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 17794 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 37719 members 
Mstep: Class 11 contains 127141 members 
Mstep: Class 12 contains 85846 members 
Mstep: Class 13 contains 14737 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 15 contains 12180 members 
Mstep: Class 16 contains 159775 members 
Mstep: Class 17 contains 79397 members 
Mstep: Class 18 contains 21559 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 73713 members 
Mstep: Class 21 contains 118559 members 
Mstep: Class 22 contains 122672 members 
Entering Unmasked Estep 
Score: -272345856.000000 Penalty: 188815.265625
Splitting cluster 1 changes total score from -272345312.000000 to -272345856.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 2 (151013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151013 members 
Entering Unmasked Estep 
Score: -34465252.000000 Penalty: 7304.136719
	Iteration 0F: 2 clusters Score -3.446525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -34378036.000000 Penalty: 14608.273438
	Iteration 0F: 3 clusters Score -3.437804e+07 nChanged 70363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -34417832.000000 Penalty: 14608.273438
	Iteration 1F: 3 clusters Score -3.441783e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -34419168.000000 Penalty: 14608.273438
	Iteration 2Q: 3 clusters Score -3.441917e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -34420808.000000 Penalty: 14608.273438
	Iteration 3Q: 3 clusters Score -3.442081e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -34422472.000000 Penalty: 14608.273438
	Iteration 4Q: 3 clusters Score -3.442247e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -34424388.000000 Penalty: 14608.273438
	Iteration 5Q: 3 clusters Score -3.442439e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -34426796.000000 Penalty: 14608.273438
	Iteration 6Q: 3 clusters Score -3.44268e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -34429708.000000 Penalty: 14608.273438
	Iteration 7Q: 3 clusters Score -3.442971e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -34433328.000000 Penalty: 14608.273438
	Iteration 8Q: 3 clusters Score -3.443333e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -34438180.000000 Penalty: 14608.273438
	Iteration 9F: 3 clusters Score -3.443818e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -34443760.000000 Penalty: 14608.273438
	Iteration 10F: 3 clusters Score -3.444376e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -34449220.000000 Penalty: 14608.273438
	Iteration 11F: 3 clusters Score -3.444922e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111535 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -34454172.000000 Penalty: 14608.273438
	Iteration 12Q: 3 clusters Score -3.445417e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115489 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -34457656.000000 Penalty: 14608.273438
	Iteration 13Q: 3 clusters Score -3.445766e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118643 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -34459816.000000 Penalty: 14608.273438
	Iteration 14Q: 3 clusters Score -3.445982e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121208 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -34460896.000000 Penalty: 14608.273438
	Iteration 15Q: 3 clusters Score -3.44609e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123347 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -34461596.000000 Penalty: 14608.273438
	Iteration 16Q: 3 clusters Score -3.44616e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125207 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -34461980.000000 Penalty: 14608.273438
	Iteration 17Q: 3 clusters Score -3.446198e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126943 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -34462268.000000 Penalty: 14608.273438
	Iteration 18Q: 3 clusters Score -3.446227e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128464 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -34462580.000000 Penalty: 14608.273438
	Iteration 19Q: 3 clusters Score -3.446258e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129810 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -34462580.000000 Penalty: 14608.273438
	Iteration 20F: 3 clusters Score -3.446258e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130984 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -34462500.000000 Penalty: 14608.273438
	Iteration 21Q: 3 clusters Score -3.44625e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132023 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -34462536.000000 Penalty: 14608.273438
	Iteration 22Q: 3 clusters Score -3.446254e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132944 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -34462588.000000 Penalty: 14608.273438
	Iteration 23Q: 3 clusters Score -3.446259e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133804 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -34462668.000000 Penalty: 14608.273438
	Iteration 24Q: 3 clusters Score -3.446267e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134625 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -34462600.000000 Penalty: 14608.273438
	Iteration 25Q: 3 clusters Score -3.44626e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135383 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -34462736.000000 Penalty: 14608.273438
	Iteration 26Q: 3 clusters Score -3.446274e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136097 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -34462824.000000 Penalty: 14608.273438
	Iteration 27Q: 3 clusters Score -3.446282e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136771 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -34463092.000000 Penalty: 14608.273438
	Iteration 28Q: 3 clusters Score -3.446309e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137368 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -34463396.000000 Penalty: 14608.273438
	Iteration 29Q: 3 clusters Score -3.44634e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137959 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -34463636.000000 Penalty: 14608.273438
	Iteration 30Q: 3 clusters Score -3.446364e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -34464008.000000 Penalty: 14608.273438
	Iteration 31Q: 3 clusters Score -3.446401e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -34464356.000000 Penalty: 14608.273438
	Iteration 32Q: 3 clusters Score -3.446436e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139540 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -34464808.000000 Penalty: 14608.273438
	Iteration 33Q: 3 clusters Score -3.446481e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139983 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -34465140.000000 Penalty: 14608.273438
	Iteration 34Q: 3 clusters Score -3.446514e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140321 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -34465396.000000 Penalty: 14608.273438
	Iteration 35Q: 3 clusters Score -3.44654e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140616 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -34465812.000000 Penalty: 14608.273438
	Iteration 36Q: 3 clusters Score -3.446581e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140840 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -34466016.000000 Penalty: 14608.273438
	Iteration 37Q: 3 clusters Score -3.446602e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141007 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -34466032.000000 Penalty: 14608.273438
	Iteration 38Q: 3 clusters Score -3.446603e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141166 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -34466140.000000 Penalty: 14608.273438
	Iteration 39Q: 3 clusters Score -3.446614e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141288 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 40F: 3 clusters Score -3.44662e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141367 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -34466204.000000 Penalty: 14608.273438
	Iteration 41Q: 3 clusters Score -3.44662e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141468 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -34466172.000000 Penalty: 14608.273438
	Iteration 42Q: 3 clusters Score -3.446617e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -34466192.000000 Penalty: 14608.273438
	Iteration 43Q: 3 clusters Score -3.446619e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141606 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 44Q: 3 clusters Score -3.44662e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141659 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -34466220.000000 Penalty: 14608.273438
	Iteration 45Q: 3 clusters Score -3.446622e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141707 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 46Q: 3 clusters Score -3.44662e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141741 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -34466148.000000 Penalty: 14608.273438
	Iteration 47Q: 3 clusters Score -3.446615e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141770 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -34466172.000000 Penalty: 14608.273438
	Iteration 48Q: 3 clusters Score -3.446617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141801 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -34466152.000000 Penalty: 14608.273438
	Iteration 49Q: 3 clusters Score -3.446615e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141833 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -34466144.000000 Penalty: 14608.273438
	Iteration 50Q: 3 clusters Score -3.446614e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141866 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -34466136.000000 Penalty: 14608.273438
	Iteration 51Q: 3 clusters Score -3.446614e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141893 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -34466128.000000 Penalty: 14608.273438
	Iteration 52Q: 3 clusters Score -3.446613e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141916 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -34466152.000000 Penalty: 14608.273438
	Iteration 53Q: 3 clusters Score -3.446615e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141953 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -34466164.000000 Penalty: 14608.273438
	Iteration 54Q: 3 clusters Score -3.446616e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141984 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -34466188.000000 Penalty: 14608.273438
	Iteration 55Q: 3 clusters Score -3.446619e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142011 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -34466168.000000 Penalty: 14608.273438
	Iteration 56Q: 3 clusters Score -3.446617e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142036 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -34466188.000000 Penalty: 14608.273438
	Iteration 57Q: 3 clusters Score -3.446619e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142062 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -34466152.000000 Penalty: 14608.273438
	Iteration 58Q: 3 clusters Score -3.446615e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142083 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -34466168.000000 Penalty: 14608.273438
	Iteration 59Q: 3 clusters Score -3.446617e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142109 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -34466156.000000 Penalty: 14608.273438
	Iteration 60F: 3 clusters Score -3.446616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142125 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -34466136.000000 Penalty: 14608.273438
	Iteration 61Q: 3 clusters Score -3.446614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -34466188.000000 Penalty: 14608.273438
	Iteration 62Q: 3 clusters Score -3.446619e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142160 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -34466188.000000 Penalty: 14608.273438
	Iteration 63Q: 3 clusters Score -3.446619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142184 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -34466212.000000 Penalty: 14608.273438
	Iteration 64Q: 3 clusters Score -3.446621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142206 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 65Q: 3 clusters Score -3.44662e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142223 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -34466228.000000 Penalty: 14608.273438
	Iteration 66Q: 3 clusters Score -3.446623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142248 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -34466228.000000 Penalty: 14608.273438
	Iteration 67Q: 3 clusters Score -3.446623e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142269 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -34466216.000000 Penalty: 14608.273438
	Iteration 68Q: 3 clusters Score -3.446622e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142296 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 69Q: 3 clusters Score -3.44662e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142315 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -34466204.000000 Penalty: 14608.273438
	Iteration 70Q: 3 clusters Score -3.44662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142327 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -34466188.000000 Penalty: 14608.273438
	Iteration 71Q: 3 clusters Score -3.446619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142335 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -34466188.000000 Penalty: 14608.273438
	Iteration 72Q: 3 clusters Score -3.446619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142342 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -34466204.000000 Penalty: 14608.273438
	Iteration 73Q: 3 clusters Score -3.44662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142348 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 74Q: 3 clusters Score -3.44662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142363 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -34466216.000000 Penalty: 14608.273438
	Iteration 75Q: 3 clusters Score -3.446622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142379 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -34466184.000000 Penalty: 14608.273438
	Iteration 76Q: 3 clusters Score -3.446618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142398 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 77Q: 3 clusters Score -3.44662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142406 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -34466188.000000 Penalty: 14608.273438
	Iteration 78Q: 3 clusters Score -3.446619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142417 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -34466172.000000 Penalty: 14608.273438
	Iteration 79Q: 3 clusters Score -3.446617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142422 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -34466172.000000 Penalty: 14608.273438
	Iteration 80F: 3 clusters Score -3.446617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142429 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -34466188.000000 Penalty: 14608.273438
	Iteration 81Q: 3 clusters Score -3.446619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142437 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 82Q: 3 clusters Score -3.44662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142443 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 83Q: 3 clusters Score -3.44662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142450 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -34466180.000000 Penalty: 14608.273438
	Iteration 84Q: 3 clusters Score -3.446618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142450 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -34466184.000000 Penalty: 14608.273438
	Iteration 85Q: 3 clusters Score -3.446618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142453 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -34466204.000000 Penalty: 14608.273438
	Iteration 86Q: 3 clusters Score -3.44662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 87Q: 3 clusters Score -3.44662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142463 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -34466192.000000 Penalty: 14608.273438
	Iteration 88Q: 3 clusters Score -3.446619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142467 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 89Q: 3 clusters Score -3.44662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142469 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -34466180.000000 Penalty: 14608.273438
	Iteration 90Q: 3 clusters Score -3.446618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -34466180.000000 Penalty: 14608.273438
	Iteration 91Q: 3 clusters Score -3.446618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142476 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -34466176.000000 Penalty: 14608.273438
	Iteration 92Q: 3 clusters Score -3.446618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142480 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 93Q: 3 clusters Score -3.44662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142488 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -34466180.000000 Penalty: 14608.273438
	Iteration 94Q: 3 clusters Score -3.446618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142491 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -34466180.000000 Penalty: 14608.273438
	Iteration 95Q: 3 clusters Score -3.446618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142492 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -34466188.000000 Penalty: 14608.273438
	Iteration 96Q: 3 clusters Score -3.446619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142493 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -34466172.000000 Penalty: 14608.273438
	Iteration 97Q: 3 clusters Score -3.446617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142494 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -34466184.000000 Penalty: 14608.273438
	Iteration 98Q: 3 clusters Score -3.446618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -34466180.000000 Penalty: 14608.273438
	Iteration 99Q: 3 clusters Score -3.446618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142499 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -34466172.000000 Penalty: 14608.273438
	Iteration 100F: 3 clusters Score -3.446617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142504 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -34466172.000000 Penalty: 14608.273438
	Iteration 101Q: 3 clusters Score -3.446617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142508 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -34466156.000000 Penalty: 14608.273438
	Iteration 102Q: 3 clusters Score -3.446616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142513 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -34466152.000000 Penalty: 14608.273438
	Iteration 103Q: 3 clusters Score -3.446615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142519 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -34466172.000000 Penalty: 14608.273438
	Iteration 104Q: 3 clusters Score -3.446617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142523 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -34466176.000000 Penalty: 14608.273438
	Iteration 105Q: 3 clusters Score -3.446618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142530 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -34466196.000000 Penalty: 14608.273438
	Iteration 106Q: 3 clusters Score -3.44662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142533 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -34466192.000000 Penalty: 14608.273438
	Iteration 107Q: 3 clusters Score -3.446619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142539 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -34466208.000000 Penalty: 14608.273438
	Iteration 108Q: 3 clusters Score -3.446621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142547 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -34466228.000000 Penalty: 14608.273438
	Iteration 109Q: 3 clusters Score -3.446623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142552 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -34466216.000000 Penalty: 14608.273438
	Iteration 110Q: 3 clusters Score -3.446622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142556 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -34466220.000000 Penalty: 14608.273438
	Iteration 111Q: 3 clusters Score -3.446622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -34466212.000000 Penalty: 14608.273438
	Iteration 112Q: 3 clusters Score -3.446621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142561 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -34466216.000000 Penalty: 14608.273438
	Iteration 113Q: 3 clusters Score -3.446622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142562 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -34466232.000000 Penalty: 14608.273438
	Iteration 114Q: 3 clusters Score -3.446623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142562 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -34466232.000000 Penalty: 14608.273438
	Iteration 115F: 3 clusters Score -3.446623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 142562 members 
Mstep: Class 3 contains 32996 members 
Mstep: Class 4 contains 45144 members 
Mstep: Class 5 contains 61227 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 17794 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 37719 members 
Mstep: Class 11 contains 127141 members 
Mstep: Class 12 contains 85846 members 
Mstep: Class 13 contains 14737 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 15 contains 12180 members 
Mstep: Class 16 contains 159775 members 
Mstep: Class 17 contains 79397 members 
Mstep: Class 18 contains 21559 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 73713 members 
Mstep: Class 21 contains 118559 members 
Mstep: Class 22 contains 122672 members 
Mstep: Class 23 contains 8451 members 
Entering Unmasked Estep 
Score: -272345376.000000 Penalty: 197397.765625
Splitting cluster 2 changes total score from -272345312.000000 to -272345376.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (32996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Entering Unmasked Estep 
Score: -7594194.500000 Penalty: 6372.536621
	Iteration 0F: 2 clusters Score -7594194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -7569392.500000 Penalty: 12745.073242
	Iteration 0F: 3 clusters Score -7569392 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -7576698.500000 Penalty: 12745.073242
	Iteration 1F: 3 clusters Score -7576698 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -7577431.000000 Penalty: 12745.073242
	Iteration 2F: 3 clusters Score -7577431 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -7578016.000000 Penalty: 12745.073242
	Iteration 3Q: 3 clusters Score -7578016 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -7578437.500000 Penalty: 12745.073242
	Iteration 4Q: 3 clusters Score -7578438 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -7578845.000000 Penalty: 12745.073242
	Iteration 5Q: 3 clusters Score -7578845 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -7579147.500000 Penalty: 12745.073242
	Iteration 6Q: 3 clusters Score -7579148 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -7579382.500000 Penalty: 12745.073242
	Iteration 7Q: 3 clusters Score -7579382 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7579666 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7579888 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -7580174.500000 Penalty: 12745.073242
	Iteration 10Q: 3 clusters Score -7580174 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -7580507.500000 Penalty: 12745.073242
	Iteration 11Q: 3 clusters Score -7580508 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -7580871.500000 Penalty: 12745.073242
	Iteration 12Q: 3 clusters Score -7580872 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -7581331.500000 Penalty: 12745.073242
	Iteration 13Q: 3 clusters Score -7581332 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7581954 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7582666 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7583554 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -7584459.500000 Penalty: 12745.073242
	Iteration 17Q: 3 clusters Score -7584460 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7585348 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7586095 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7586680 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -7587061.500000 Penalty: 12745.073242
	Iteration 21Q: 3 clusters Score -7587062 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7587356 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7587536 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -7587671.500000 Penalty: 12745.073242
	Iteration 24Q: 3 clusters Score -7587672 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7587776 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7587850 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7587921 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7587998 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7588035 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7588080 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -7588116.000000 Penalty: 12745.073242
	Iteration 31Q: 3 clusters Score -7588116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -7588141.500000 Penalty: 12745.073242
	Iteration 32Q: 3 clusters Score -7588142 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -7588152.500000 Penalty: 12745.073242
	Iteration 33Q: 3 clusters Score -7588152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -7588187.500000 Penalty: 12745.073242
	Iteration 34Q: 3 clusters Score -7588188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -7588206.000000 Penalty: 12745.073242
	Iteration 35Q: 3 clusters Score -7588206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -7588232.000000 Penalty: 12745.073242
	Iteration 36Q: 3 clusters Score -7588232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -7588243.500000 Penalty: 12745.073242
	Iteration 37Q: 3 clusters Score -7588244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -7588264.500000 Penalty: 12745.073242
	Iteration 38Q: 3 clusters Score -7588264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7588256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -7588271.000000 Penalty: 12745.073242
	Iteration 40F: 3 clusters Score -7588271 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7588278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7588296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -7588309.000000 Penalty: 12745.073242
	Iteration 43Q: 3 clusters Score -7588309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -7588324.000000 Penalty: 12745.073242
	Iteration 44Q: 3 clusters Score -7588324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -7588338.500000 Penalty: 12745.073242
	Iteration 45Q: 3 clusters Score -7588338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -7588330.500000 Penalty: 12745.073242
	Iteration 46Q: 3 clusters Score -7588330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -7588351.000000 Penalty: 12745.073242
	Iteration 47Q: 3 clusters Score -7588351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -7588358.000000 Penalty: 12745.073242
	Iteration 48Q: 3 clusters Score -7588358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -7588372.000000 Penalty: 12745.073242
	Iteration 49Q: 3 clusters Score -7588372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -7588383.000000 Penalty: 12745.073242
	Iteration 50Q: 3 clusters Score -7588383 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -7588396.000000 Penalty: 12745.073242
	Iteration 51Q: 3 clusters Score -7588396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -7588414.500000 Penalty: 12745.073242
	Iteration 52Q: 3 clusters Score -7588414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -7588426.000000 Penalty: 12745.073242
	Iteration 53Q: 3 clusters Score -7588426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -7588430.000000 Penalty: 12745.073242
	Iteration 54Q: 3 clusters Score -7588430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -7588462.500000 Penalty: 12745.073242
	Iteration 55Q: 3 clusters Score -7588462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -7588471.500000 Penalty: 12745.073242
	Iteration 56Q: 3 clusters Score -7588472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -7588478.000000 Penalty: 12745.073242
	Iteration 57Q: 3 clusters Score -7588478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -7588483.500000 Penalty: 12745.073242
	Iteration 58Q: 3 clusters Score -7588484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7588494.500000 Penalty: 12745.073242
	Iteration 59Q: 3 clusters Score -7588494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -7588500.000000 Penalty: 12745.073242
	Iteration 60F: 3 clusters Score -7588500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7588511.000000 Penalty: 12745.073242
	Iteration 61Q: 3 clusters Score -7588511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -7588530.000000 Penalty: 12745.073242
	Iteration 62Q: 3 clusters Score -7588530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7588534.000000 Penalty: 12745.073242
	Iteration 63Q: 3 clusters Score -7588534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -7588535.000000 Penalty: 12745.073242
	Iteration 64Q: 3 clusters Score -7588535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -7588540.500000 Penalty: 12745.073242
	Iteration 65Q: 3 clusters Score -7588540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7588528.000000 Penalty: 12745.073242
	Iteration 66Q: 3 clusters Score -7588528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -7588523.000000 Penalty: 12745.073242
	Iteration 67Q: 3 clusters Score -7588523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -7588531.500000 Penalty: 12745.073242
	Iteration 68Q: 3 clusters Score -7588532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -7588540.500000 Penalty: 12745.073242
	Iteration 69Q: 3 clusters Score -7588540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -7588537.500000 Penalty: 12745.073242
	Iteration 70Q: 3 clusters Score -7588538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -7588540.500000 Penalty: 12745.073242
	Iteration 71Q: 3 clusters Score -7588540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -7588543.500000 Penalty: 12745.073242
	Iteration 72Q: 3 clusters Score -7588544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -7588541.000000 Penalty: 12745.073242
	Iteration 73Q: 3 clusters Score -7588541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -7588557.500000 Penalty: 12745.073242
	Iteration 74Q: 3 clusters Score -7588558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -7588553.000000 Penalty: 12745.073242
	Iteration 75Q: 3 clusters Score -7588553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7588550.500000 Penalty: 12745.073242
	Iteration 76Q: 3 clusters Score -7588550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -7588556.500000 Penalty: 12745.073242
	Iteration 77Q: 3 clusters Score -7588556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7588568.000000 Penalty: 12745.073242
	Iteration 78Q: 3 clusters Score -7588568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -7588569.000000 Penalty: 12745.073242
	Iteration 79Q: 3 clusters Score -7588569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -7588571.500000 Penalty: 12745.073242
	Iteration 80F: 3 clusters Score -7588572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -7588574.000000 Penalty: 12745.073242
	Iteration 81Q: 3 clusters Score -7588574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -7588564.500000 Penalty: 12745.073242
	Iteration 82Q: 3 clusters Score -7588564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -7588570.500000 Penalty: 12745.073242
	Iteration 83Q: 3 clusters Score -7588570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7588573.000000 Penalty: 12745.073242
	Iteration 84Q: 3 clusters Score -7588573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -7588583.500000 Penalty: 12745.073242
	Iteration 85Q: 3 clusters Score -7588584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -7588565.500000 Penalty: 12745.073242
	Iteration 86Q: 3 clusters Score -7588566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -7588587.000000 Penalty: 12745.073242
	Iteration 87Q: 3 clusters Score -7588587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -7588586.500000 Penalty: 12745.073242
	Iteration 88Q: 3 clusters Score -7588586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -7588595.500000 Penalty: 12745.073242
	Iteration 89Q: 3 clusters Score -7588596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -7588603.500000 Penalty: 12745.073242
	Iteration 90Q: 3 clusters Score -7588604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -7588602.500000 Penalty: 12745.073242
	Iteration 91Q: 3 clusters Score -7588602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -7588598.500000 Penalty: 12745.073242
	Iteration 92Q: 3 clusters Score -7588598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -7588604.500000 Penalty: 12745.073242
	Iteration 93Q: 3 clusters Score -7588604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -7588608.500000 Penalty: 12745.073242
	Iteration 94Q: 3 clusters Score -7588608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -7588612.500000 Penalty: 12745.073242
	Iteration 95Q: 3 clusters Score -7588612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7588607.000000 Penalty: 12745.073242
	Iteration 96Q: 3 clusters Score -7588607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7588607.500000 Penalty: 12745.073242
	Iteration 97Q: 3 clusters Score -7588608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -7588616.000000 Penalty: 12745.073242
	Iteration 98Q: 3 clusters Score -7588616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
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Entering Unmasked Estep 
Score: -7588611.500000 Penalty: 12745.073242
	Iteration 99Q: 3 clusters Score -7588612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -7588598.500000 Penalty: 12745.073242
	Iteration 100F: 3 clusters Score -7588598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7588602.500000 Penalty: 12745.073242
	Iteration 101Q: 3 clusters Score -7588602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7588612.000000 Penalty: 12745.073242
	Iteration 102Q: 3 clusters Score -7588612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -7588607.000000 Penalty: 12745.073242
	Iteration 103Q: 3 clusters Score -7588607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -7588613.500000 Penalty: 12745.073242
	Iteration 104Q: 3 clusters Score -7588614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7588610.500000 Penalty: 12745.073242
	Iteration 105Q: 3 clusters Score -7588610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -7588616.500000 Penalty: 12745.073242
	Iteration 106Q: 3 clusters Score -7588616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7588608.000000 Penalty: 12745.073242
	Iteration 107Q: 3 clusters Score -7588608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -7588603.500000 Penalty: 12745.073242
	Iteration 108Q: 3 clusters Score -7588604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -7588612.000000 Penalty: 12745.073242
	Iteration 109Q: 3 clusters Score -7588612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7588610.000000 Penalty: 12745.073242
	Iteration 110Q: 3 clusters Score -7588610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7588602.500000 Penalty: 12745.073242
	Iteration 111Q: 3 clusters Score -7588602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7588607.000000 Penalty: 12745.073242
	Iteration 112Q: 3 clusters Score -7588607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7588607.000000 Penalty: 12745.073242
	Iteration 113F: 3 clusters Score -7588607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Entering Unmasked Estep 
Score: -10380405.000000 Penalty: 6564.537598
	Iteration 0F: 2 clusters Score -1.03804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -10347781.000000 Penalty: 13129.075195
	Iteration 0F: 3 clusters Score -1.034778e+07 nChanged 19712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -10358255.000000 Penalty: 13129.075195
	Iteration 1F: 3 clusters Score -1.035826e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -10359086.000000 Penalty: 13129.075195
	Iteration 2F: 3 clusters Score -1.035909e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -10359717.000000 Penalty: 13129.075195
	Iteration 3Q: 3 clusters Score -1.035972e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -10360300.000000 Penalty: 13129.075195
	Iteration 4Q: 3 clusters Score -1.03603e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -10360759.000000 Penalty: 13129.075195
	Iteration 5Q: 3 clusters Score -1.036076e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -10361301.000000 Penalty: 13129.075195
	Iteration 6Q: 3 clusters Score -1.03613e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -10361844.000000 Penalty: 13129.075195
	Iteration 7Q: 3 clusters Score -1.036184e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -10362598.000000 Penalty: 13129.075195
	Iteration 8Q: 3 clusters Score -1.03626e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -10363629.000000 Penalty: 13129.075195
	Iteration 9Q: 3 clusters Score -1.036363e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -10365100.000000 Penalty: 13129.075195
	Iteration 10F: 3 clusters Score -1.03651e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -10366939.000000 Penalty: 13129.075195
	Iteration 11F: 3 clusters Score -1.036694e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -10369075.000000 Penalty: 13129.075195
	Iteration 12F: 3 clusters Score -1.036908e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -10371091.000000 Penalty: 13129.075195
	Iteration 13F: 3 clusters Score -1.037109e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -10372501.000000 Penalty: 13129.075195
	Iteration 14Q: 3 clusters Score -1.03725e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10373468.000000 Penalty: 13129.075195
	Iteration 15Q: 3 clusters Score -1.037347e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -10373945.000000 Penalty: 13129.075195
	Iteration 16Q: 3 clusters Score -1.037394e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10374188.000000 Penalty: 13129.075195
	Iteration 17Q: 3 clusters Score -1.037419e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10374300.000000 Penalty: 13129.075195
	Iteration 18Q: 3 clusters Score -1.03743e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10374393.000000 Penalty: 13129.075195
	Iteration 19Q: 3 clusters Score -1.037439e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10374442.000000 Penalty: 13129.075195
	Iteration 20F: 3 clusters Score -1.037444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10374471.000000 Penalty: 13129.075195
	Iteration 21Q: 3 clusters Score -1.037447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10374492.000000 Penalty: 13129.075195
	Iteration 22Q: 3 clusters Score -1.037449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10374501.000000 Penalty: 13129.075195
	Iteration 23Q: 3 clusters Score -1.03745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10374518.000000 Penalty: 13129.075195
	Iteration 24Q: 3 clusters Score -1.037452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10374522.000000 Penalty: 13129.075195
	Iteration 25Q: 3 clusters Score -1.037452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10374524.000000 Penalty: 13129.075195
	Iteration 26Q: 3 clusters Score -1.037452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10374540.000000 Penalty: 13129.075195
	Iteration 27Q: 3 clusters Score -1.037454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10374547.000000 Penalty: 13129.075195
	Iteration 28Q: 3 clusters Score -1.037455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10374550.000000 Penalty: 13129.075195
	Iteration 29Q: 3 clusters Score -1.037455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10374559.000000 Penalty: 13129.075195
	Iteration 30Q: 3 clusters Score -1.037456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10374566.000000 Penalty: 13129.075195
	Iteration 31Q: 3 clusters Score -1.037457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10374571.000000 Penalty: 13129.075195
	Iteration 32Q: 3 clusters Score -1.037457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10374571.000000 Penalty: 13129.075195
	Iteration 33Q: 3 clusters Score -1.037457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10374566.000000 Penalty: 13129.075195
	Iteration 34Q: 3 clusters Score -1.037457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10374574.000000 Penalty: 13129.075195
	Iteration 35Q: 3 clusters Score -1.037457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10374576.000000 Penalty: 13129.075195
	Iteration 36Q: 3 clusters Score -1.037458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10374585.000000 Penalty: 13129.075195
	Iteration 37Q: 3 clusters Score -1.037458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10374585.000000 Penalty: 13129.075195
	Iteration 38Q: 3 clusters Score -1.037458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10374585.000000 Penalty: 13129.075195
	Iteration 39F: 3 clusters Score -1.037458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Entering Unmasked Estep 
Score: -13268453.000000 Penalty: 6751.185547
	Iteration 0F: 2 clusters Score -1.326845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -13225269.000000 Penalty: 13502.371094
	Iteration 0F: 3 clusters Score -1.322527e+07 nChanged 27448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -13240811.000000 Penalty: 13502.371094
	Iteration 1F: 3 clusters Score -1.324081e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -13242946.000000 Penalty: 13502.371094
	Iteration 2F: 3 clusters Score -1.324295e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -13245377.000000 Penalty: 13502.371094
	Iteration 3F: 3 clusters Score -1.324538e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -13248183.000000 Penalty: 13502.371094
	Iteration 4F: 3 clusters Score -1.324818e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -13250621.000000 Penalty: 13502.371094
	Iteration 5F: 3 clusters Score -1.325062e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -13253098.000000 Penalty: 13502.371094
	Iteration 6F: 3 clusters Score -1.32531e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -13255298.000000 Penalty: 13502.371094
	Iteration 7F: 3 clusters Score -1.32553e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -13257176.000000 Penalty: 13502.371094
	Iteration 8F: 3 clusters Score -1.325718e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -13258652.000000 Penalty: 13502.371094
	Iteration 9Q: 3 clusters Score -1.325865e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -13259692.000000 Penalty: 13502.371094
	Iteration 10Q: 3 clusters Score -1.325969e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -13260418.000000 Penalty: 13502.371094
	Iteration 11Q: 3 clusters Score -1.326042e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -13261025.000000 Penalty: 13502.371094
	Iteration 12Q: 3 clusters Score -1.326102e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -13261443.000000 Penalty: 13502.371094
	Iteration 13Q: 3 clusters Score -1.326144e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -13261817.000000 Penalty: 13502.371094
	Iteration 14Q: 3 clusters Score -1.326182e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -13262129.000000 Penalty: 13502.371094
	Iteration 15Q: 3 clusters Score -1.326213e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -13262401.000000 Penalty: 13502.371094
	Iteration 16Q: 3 clusters Score -1.32624e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -13262642.000000 Penalty: 13502.371094
	Iteration 17Q: 3 clusters Score -1.326264e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -13262809.000000 Penalty: 13502.371094
	Iteration 18Q: 3 clusters Score -1.326281e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -13262969.000000 Penalty: 13502.371094
	Iteration 19Q: 3 clusters Score -1.326297e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -13263109.000000 Penalty: 13502.371094
	Iteration 20F: 3 clusters Score -1.326311e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -13263219.000000 Penalty: 13502.371094
	Iteration 21Q: 3 clusters Score -1.326322e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -13263256.000000 Penalty: 13502.371094
	Iteration 22Q: 3 clusters Score -1.326326e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -13263282.000000 Penalty: 13502.371094
	Iteration 23Q: 3 clusters Score -1.326328e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -13263365.000000 Penalty: 13502.371094
	Iteration 24Q: 3 clusters Score -1.326336e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -13263453.000000 Penalty: 13502.371094
	Iteration 25Q: 3 clusters Score -1.326345e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -13263452.000000 Penalty: 13502.371094
	Iteration 26Q: 3 clusters Score -1.326345e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -13263495.000000 Penalty: 13502.371094
	Iteration 27Q: 3 clusters Score -1.32635e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -13263476.000000 Penalty: 13502.371094
	Iteration 28Q: 3 clusters Score -1.326348e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -13263566.000000 Penalty: 13502.371094
	Iteration 29Q: 3 clusters Score -1.326357e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -13263540.000000 Penalty: 13502.371094
	Iteration 30Q: 3 clusters Score -1.326354e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -13263571.000000 Penalty: 13502.371094
	Iteration 31Q: 3 clusters Score -1.326357e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -13263598.000000 Penalty: 13502.371094
	Iteration 32Q: 3 clusters Score -1.32636e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -13263611.000000 Penalty: 13502.371094
	Iteration 33Q: 3 clusters Score -1.326361e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -13263645.000000 Penalty: 13502.371094
	Iteration 34Q: 3 clusters Score -1.326364e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -13263646.000000 Penalty: 13502.371094
	Iteration 35Q: 3 clusters Score -1.326365e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -13263665.000000 Penalty: 13502.371094
	Iteration 36Q: 3 clusters Score -1.326366e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -13263671.000000 Penalty: 13502.371094
	Iteration 37Q: 3 clusters Score -1.326367e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -13263663.000000 Penalty: 13502.371094
	Iteration 38Q: 3 clusters Score -1.326366e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -13263706.000000 Penalty: 13502.371094
	Iteration 39Q: 3 clusters Score -1.326371e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -13263713.000000 Penalty: 13502.371094
	Iteration 40F: 3 clusters Score -1.326371e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -13263717.000000 Penalty: 13502.371094
	Iteration 41Q: 3 clusters Score -1.326372e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -13263713.000000 Penalty: 13502.371094
	Iteration 42Q: 3 clusters Score -1.326371e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -13263696.000000 Penalty: 13502.371094
	Iteration 43Q: 3 clusters Score -1.32637e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -13263688.000000 Penalty: 13502.371094
	Iteration 44Q: 3 clusters Score -1.326369e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -13263673.000000 Penalty: 13502.371094
	Iteration 45Q: 3 clusters Score -1.326367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -13263673.000000 Penalty: 13502.371094
	Iteration 46Q: 3 clusters Score -1.326367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -13263660.000000 Penalty: 13502.371094
	Iteration 47Q: 3 clusters Score -1.326366e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -13263681.000000 Penalty: 13502.371094
	Iteration 48Q: 3 clusters Score -1.326368e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -13263681.000000 Penalty: 13502.371094
	Iteration 49Q: 3 clusters Score -1.326368e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -13263669.000000 Penalty: 13502.371094
	Iteration 50Q: 3 clusters Score -1.326367e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -13263674.000000 Penalty: 13502.371094
	Iteration 51Q: 3 clusters Score -1.326367e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -13263678.000000 Penalty: 13502.371094
	Iteration 52Q: 3 clusters Score -1.326368e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -13263678.000000 Penalty: 13502.371094
	Iteration 53Q: 3 clusters Score -1.326368e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -13263701.000000 Penalty: 13502.371094
	Iteration 54Q: 3 clusters Score -1.32637e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -13263715.000000 Penalty: 13502.371094
	Iteration 55Q: 3 clusters Score -1.326372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -13263724.000000 Penalty: 13502.371094
	Iteration 56Q: 3 clusters Score -1.326372e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -13263733.000000 Penalty: 13502.371094
	Iteration 57Q: 3 clusters Score -1.326373e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -13263728.000000 Penalty: 13502.371094
	Iteration 58Q: 3 clusters Score -1.326373e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -13263735.000000 Penalty: 13502.371094
	Iteration 59Q: 3 clusters Score -1.326374e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -13263753.000000 Penalty: 13502.371094
	Iteration 60F: 3 clusters Score -1.326375e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -13263770.000000 Penalty: 13502.371094
	Iteration 61Q: 3 clusters Score -1.326377e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -13263766.000000 Penalty: 13502.371094
	Iteration 62Q: 3 clusters Score -1.326377e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -13263813.000000 Penalty: 13502.371094
	Iteration 63Q: 3 clusters Score -1.326381e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -13263807.000000 Penalty: 13502.371094
	Iteration 64Q: 3 clusters Score -1.326381e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -13263840.000000 Penalty: 13502.371094
	Iteration 65Q: 3 clusters Score -1.326384e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -13263866.000000 Penalty: 13502.371094
	Iteration 66Q: 3 clusters Score -1.326387e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -13263843.000000 Penalty: 13502.371094
	Iteration 67Q: 3 clusters Score -1.326384e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -13263830.000000 Penalty: 13502.371094
	Iteration 68Q: 3 clusters Score -1.326383e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -13263853.000000 Penalty: 13502.371094
	Iteration 69Q: 3 clusters Score -1.326385e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -13263862.000000 Penalty: 13502.371094
	Iteration 70Q: 3 clusters Score -1.326386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -13263864.000000 Penalty: 13502.371094
	Iteration 71Q: 3 clusters Score -1.326386e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -13263898.000000 Penalty: 13502.371094
	Iteration 72Q: 3 clusters Score -1.32639e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -13263892.000000 Penalty: 13502.371094
	Iteration 73Q: 3 clusters Score -1.326389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -13263889.000000 Penalty: 13502.371094
	Iteration 74Q: 3 clusters Score -1.326389e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -13263888.000000 Penalty: 13502.371094
	Iteration 75Q: 3 clusters Score -1.326389e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -13263898.000000 Penalty: 13502.371094
	Iteration 76Q: 3 clusters Score -1.32639e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -13263911.000000 Penalty: 13502.371094
	Iteration 77Q: 3 clusters Score -1.326391e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -13263925.000000 Penalty: 13502.371094
	Iteration 78Q: 3 clusters Score -1.326392e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -13263932.000000 Penalty: 13502.371094
	Iteration 79Q: 3 clusters Score -1.326393e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -13263916.000000 Penalty: 13502.371094
	Iteration 80F: 3 clusters Score -1.326392e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -13263949.000000 Penalty: 13502.371094
	Iteration 81Q: 3 clusters Score -1.326395e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -13263947.000000 Penalty: 13502.371094
	Iteration 82Q: 3 clusters Score -1.326395e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -13263964.000000 Penalty: 13502.371094
	Iteration 83Q: 3 clusters Score -1.326396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -13263986.000000 Penalty: 13502.371094
	Iteration 84Q: 3 clusters Score -1.326399e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -13264016.000000 Penalty: 13502.371094
	Iteration 85Q: 3 clusters Score -1.326402e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -13264028.000000 Penalty: 13502.371094
	Iteration 86Q: 3 clusters Score -1.326403e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -13264049.000000 Penalty: 13502.371094
	Iteration 87Q: 3 clusters Score -1.326405e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -13264078.000000 Penalty: 13502.371094
	Iteration 88Q: 3 clusters Score -1.326408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -13264075.000000 Penalty: 13502.371094
	Iteration 89Q: 3 clusters Score -1.326408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -13264069.000000 Penalty: 13502.371094
	Iteration 90Q: 3 clusters Score -1.326407e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -13264052.000000 Penalty: 13502.371094
	Iteration 91Q: 3 clusters Score -1.326405e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -13264084.000000 Penalty: 13502.371094
	Iteration 92Q: 3 clusters Score -1.326408e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -13264078.000000 Penalty: 13502.371094
	Iteration 93Q: 3 clusters Score -1.326408e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -13264069.000000 Penalty: 13502.371094
	Iteration 94Q: 3 clusters Score -1.326407e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -13264093.000000 Penalty: 13502.371094
	Iteration 95Q: 3 clusters Score -1.326409e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -13264096.000000 Penalty: 13502.371094
	Iteration 96Q: 3 clusters Score -1.32641e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -13264102.000000 Penalty: 13502.371094
	Iteration 97Q: 3 clusters Score -1.32641e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -13264102.000000 Penalty: 13502.371094
	Iteration 98Q: 3 clusters Score -1.32641e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -13264135.000000 Penalty: 13502.371094
	Iteration 99Q: 3 clusters Score -1.326414e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -13264152.000000 Penalty: 13502.371094
	Iteration 100F: 3 clusters Score -1.326415e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -13264175.000000 Penalty: 13502.371094
	Iteration 101Q: 3 clusters Score -1.326418e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -13264203.000000 Penalty: 13502.371094
	Iteration 102Q: 3 clusters Score -1.32642e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -13264233.000000 Penalty: 13502.371094
	Iteration 103Q: 3 clusters Score -1.326423e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -13264217.000000 Penalty: 13502.371094
	Iteration 104Q: 3 clusters Score -1.326422e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -13264201.000000 Penalty: 13502.371094
	Iteration 105Q: 3 clusters Score -1.32642e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -13264243.000000 Penalty: 13502.371094
	Iteration 106Q: 3 clusters Score -1.326424e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -13264265.000000 Penalty: 13502.371094
	Iteration 107Q: 3 clusters Score -1.326426e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -13264259.000000 Penalty: 13502.371094
	Iteration 108Q: 3 clusters Score -1.326426e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -13264306.000000 Penalty: 13502.371094
	Iteration 109Q: 3 clusters Score -1.326431e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -13264338.000000 Penalty: 13502.371094
	Iteration 110Q: 3 clusters Score -1.326434e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -13264410.000000 Penalty: 13502.371094
	Iteration 111Q: 3 clusters Score -1.326441e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -13264431.000000 Penalty: 13502.371094
	Iteration 112Q: 3 clusters Score -1.326443e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -13264437.000000 Penalty: 13502.371094
	Iteration 113Q: 3 clusters Score -1.326444e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -13264453.000000 Penalty: 13502.371094
	Iteration 114Q: 3 clusters Score -1.326445e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -13264440.000000 Penalty: 13502.371094
	Iteration 115Q: 3 clusters Score -1.326444e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -13264466.000000 Penalty: 13502.371094
	Iteration 116Q: 3 clusters Score -1.326447e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -13264492.000000 Penalty: 13502.371094
	Iteration 117Q: 3 clusters Score -1.326449e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -13264503.000000 Penalty: 13502.371094
	Iteration 118Q: 3 clusters Score -1.32645e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -13264543.000000 Penalty: 13502.371094
	Iteration 119Q: 3 clusters Score -1.326454e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -13264557.000000 Penalty: 13502.371094
	Iteration 120F: 3 clusters Score -1.326456e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -13264573.000000 Penalty: 13502.371094
	Iteration 121Q: 3 clusters Score -1.326457e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -13264607.000000 Penalty: 13502.371094
	Iteration 122Q: 3 clusters Score -1.326461e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -13264631.000000 Penalty: 13502.371094
	Iteration 123Q: 3 clusters Score -1.326463e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -13264684.000000 Penalty: 13502.371094
	Iteration 124Q: 3 clusters Score -1.326468e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -13264689.000000 Penalty: 13502.371094
	Iteration 125Q: 3 clusters Score -1.326469e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -13264723.000000 Penalty: 13502.371094
	Iteration 126Q: 3 clusters Score -1.326472e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -13264745.000000 Penalty: 13502.371094
	Iteration 127Q: 3 clusters Score -1.326474e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -13264786.000000 Penalty: 13502.371094
	Iteration 128Q: 3 clusters Score -1.326479e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -13264824.000000 Penalty: 13502.371094
	Iteration 129Q: 3 clusters Score -1.326482e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -13264873.000000 Penalty: 13502.371094
	Iteration 130Q: 3 clusters Score -1.326487e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -13264894.000000 Penalty: 13502.371094
	Iteration 131Q: 3 clusters Score -1.326489e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -13264955.000000 Penalty: 13502.371094
	Iteration 132Q: 3 clusters Score -1.326496e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -13264985.000000 Penalty: 13502.371094
	Iteration 133Q: 3 clusters Score -1.326498e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -13264986.000000 Penalty: 13502.371094
	Iteration 134Q: 3 clusters Score -1.326499e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -13265015.000000 Penalty: 13502.371094
	Iteration 135Q: 3 clusters Score -1.326502e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -13265024.000000 Penalty: 13502.371094
	Iteration 136Q: 3 clusters Score -1.326502e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -13265068.000000 Penalty: 13502.371094
	Iteration 137Q: 3 clusters Score -1.326507e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -13265106.000000 Penalty: 13502.371094
	Iteration 138Q: 3 clusters Score -1.326511e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -13265156.000000 Penalty: 13502.371094
	Iteration 139Q: 3 clusters Score -1.326516e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -13265227.000000 Penalty: 13502.371094
	Iteration 140F: 3 clusters Score -1.326523e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -13265249.000000 Penalty: 13502.371094
	Iteration 141Q: 3 clusters Score -1.326525e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -13265289.000000 Penalty: 13502.371094
	Iteration 142Q: 3 clusters Score -1.326529e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -13265340.000000 Penalty: 13502.371094
	Iteration 143Q: 3 clusters Score -1.326534e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -13265411.000000 Penalty: 13502.371094
	Iteration 144Q: 3 clusters Score -1.326541e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -13265425.000000 Penalty: 13502.371094
	Iteration 145Q: 3 clusters Score -1.326542e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -13265422.000000 Penalty: 13502.371094
	Iteration 146Q: 3 clusters Score -1.326542e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -13265433.000000 Penalty: 13502.371094
	Iteration 147Q: 3 clusters Score -1.326543e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -13265484.000000 Penalty: 13502.371094
	Iteration 148Q: 3 clusters Score -1.326548e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -13265487.000000 Penalty: 13502.371094
	Iteration 149Q: 3 clusters Score -1.326549e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -13265497.000000 Penalty: 13502.371094
	Iteration 150Q: 3 clusters Score -1.32655e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -13265493.000000 Penalty: 13502.371094
	Iteration 151Q: 3 clusters Score -1.326549e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -13265520.000000 Penalty: 13502.371094
	Iteration 152Q: 3 clusters Score -1.326552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -13265526.000000 Penalty: 13502.371094
	Iteration 153Q: 3 clusters Score -1.326553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -13265540.000000 Penalty: 13502.371094
	Iteration 154Q: 3 clusters Score -1.326554e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -13265536.000000 Penalty: 13502.371094
	Iteration 155Q: 3 clusters Score -1.326554e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -13265533.000000 Penalty: 13502.371094
	Iteration 156Q: 3 clusters Score -1.326553e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -13265581.000000 Penalty: 13502.371094
	Iteration 157Q: 3 clusters Score -1.326558e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -13265587.000000 Penalty: 13502.371094
	Iteration 158Q: 3 clusters Score -1.326559e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -13265633.000000 Penalty: 13502.371094
	Iteration 159Q: 3 clusters Score -1.326563e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -13265642.000000 Penalty: 13502.371094
	Iteration 160F: 3 clusters Score -1.326564e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -13265669.000000 Penalty: 13502.371094
	Iteration 161Q: 3 clusters Score -1.326567e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -13265651.000000 Penalty: 13502.371094
	Iteration 162Q: 3 clusters Score -1.326565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -13265647.000000 Penalty: 13502.371094
	Iteration 163Q: 3 clusters Score -1.326565e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -13265655.000000 Penalty: 13502.371094
	Iteration 164Q: 3 clusters Score -1.326566e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -13265657.000000 Penalty: 13502.371094
	Iteration 165Q: 3 clusters Score -1.326566e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -13265690.000000 Penalty: 13502.371094
	Iteration 166Q: 3 clusters Score -1.326569e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -13265709.000000 Penalty: 13502.371094
	Iteration 167Q: 3 clusters Score -1.326571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -13265713.000000 Penalty: 13502.371094
	Iteration 168Q: 3 clusters Score -1.326571e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -13265722.000000 Penalty: 13502.371094
	Iteration 169Q: 3 clusters Score -1.326572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -13265743.000000 Penalty: 13502.371094
	Iteration 170Q: 3 clusters Score -1.326574e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -13265763.000000 Penalty: 13502.371094
	Iteration 171Q: 3 clusters Score -1.326576e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -13265778.000000 Penalty: 13502.371094
	Iteration 172Q: 3 clusters Score -1.326578e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -13265794.000000 Penalty: 13502.371094
	Iteration 173Q: 3 clusters Score -1.326579e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -13265801.000000 Penalty: 13502.371094
	Iteration 174Q: 3 clusters Score -1.32658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -13265772.000000 Penalty: 13502.371094
	Iteration 175Q: 3 clusters Score -1.326577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -13265794.000000 Penalty: 13502.371094
	Iteration 176Q: 3 clusters Score -1.326579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -13265781.000000 Penalty: 13502.371094
	Iteration 177Q: 3 clusters Score -1.326578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -13265792.000000 Penalty: 13502.371094
	Iteration 178Q: 3 clusters Score -1.326579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -13265792.000000 Penalty: 13502.371094
	Iteration 179Q: 3 clusters Score -1.326579e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -13265801.000000 Penalty: 13502.371094
	Iteration 180F: 3 clusters Score -1.32658e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -13265794.000000 Penalty: 13502.371094
	Iteration 181Q: 3 clusters Score -1.326579e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -13265814.000000 Penalty: 13502.371094
	Iteration 182Q: 3 clusters Score -1.326581e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -13265829.000000 Penalty: 13502.371094
	Iteration 183Q: 3 clusters Score -1.326583e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -13265829.000000 Penalty: 13502.371094
	Iteration 184Q: 3 clusters Score -1.326583e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -13265822.000000 Penalty: 13502.371094
	Iteration 185Q: 3 clusters Score -1.326582e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -13265819.000000 Penalty: 13502.371094
	Iteration 186Q: 3 clusters Score -1.326582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -13265826.000000 Penalty: 13502.371094
	Iteration 187Q: 3 clusters Score -1.326583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -13265866.000000 Penalty: 13502.371094
	Iteration 188Q: 3 clusters Score -1.326587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -13265883.000000 Penalty: 13502.371094
	Iteration 189Q: 3 clusters Score -1.326588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -13265915.000000 Penalty: 13502.371094
	Iteration 190Q: 3 clusters Score -1.326592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -13265921.000000 Penalty: 13502.371094
	Iteration 191Q: 3 clusters Score -1.326592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -13265914.000000 Penalty: 13502.371094
	Iteration 192Q: 3 clusters Score -1.326591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -13265912.000000 Penalty: 13502.371094
	Iteration 193Q: 3 clusters Score -1.326591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -13265920.000000 Penalty: 13502.371094
	Iteration 194Q: 3 clusters Score -1.326592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -13265933.000000 Penalty: 13502.371094
	Iteration 195Q: 3 clusters Score -1.326593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -13265928.000000 Penalty: 13502.371094
	Iteration 196Q: 3 clusters Score -1.326593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -13265934.000000 Penalty: 13502.371094
	Iteration 197Q: 3 clusters Score -1.326593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -13265932.000000 Penalty: 13502.371094
	Iteration 198Q: 3 clusters Score -1.326593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -13265932.000000 Penalty: 13502.371094
	Iteration 199Q: 3 clusters Score -1.326593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -13265942.000000 Penalty: 13502.371094
	Iteration 200F: 3 clusters Score -1.326594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -13265920.000000 Penalty: 13502.371094
	Iteration 201Q: 3 clusters Score -1.326592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -13265933.000000 Penalty: 13502.371094
	Iteration 202Q: 3 clusters Score -1.326593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -13265978.000000 Penalty: 13502.371094
	Iteration 203Q: 3 clusters Score -1.326598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -13265979.000000 Penalty: 13502.371094
	Iteration 204Q: 3 clusters Score -1.326598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -13265971.000000 Penalty: 13502.371094
	Iteration 205Q: 3 clusters Score -1.326597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -13265957.000000 Penalty: 13502.371094
	Iteration 206Q: 3 clusters Score -1.326596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -13265954.000000 Penalty: 13502.371094
	Iteration 207Q: 3 clusters Score -1.326595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -13265955.000000 Penalty: 13502.371094
	Iteration 208Q: 3 clusters Score -1.326596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -13265957.000000 Penalty: 13502.371094
	Iteration 209Q: 3 clusters Score -1.326596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -13265944.000000 Penalty: 13502.371094
	Iteration 210Q: 3 clusters Score -1.326594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -13265956.000000 Penalty: 13502.371094
	Iteration 211Q: 3 clusters Score -1.326596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -13265951.000000 Penalty: 13502.371094
	Iteration 212Q: 3 clusters Score -1.326595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -13265942.000000 Penalty: 13502.371094
	Iteration 213Q: 3 clusters Score -1.326594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -13265946.000000 Penalty: 13502.371094
	Iteration 214Q: 3 clusters Score -1.326595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -13265938.000000 Penalty: 13502.371094
	Iteration 215Q: 3 clusters Score -1.326594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -13265938.000000 Penalty: 13502.371094
	Iteration 216Q: 3 clusters Score -1.326594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -13265960.000000 Penalty: 13502.371094
	Iteration 217Q: 3 clusters Score -1.326596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -13265960.000000 Penalty: 13502.371094
	Iteration 218Q: 3 clusters Score -1.326596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -13265959.000000 Penalty: 13502.371094
	Iteration 219Q: 3 clusters Score -1.326596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -13265961.000000 Penalty: 13502.371094
	Iteration 220F: 3 clusters Score -1.326596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -13265963.000000 Penalty: 13502.371094
	Iteration 221Q: 3 clusters Score -1.326596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -13265957.000000 Penalty: 13502.371094
	Iteration 222Q: 3 clusters Score -1.326596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -13265966.000000 Penalty: 13502.371094
	Iteration 223Q: 3 clusters Score -1.326597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -13265964.000000 Penalty: 13502.371094
	Iteration 224Q: 3 clusters Score -1.326596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -13265972.000000 Penalty: 13502.371094
	Iteration 225Q: 3 clusters Score -1.326597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -13265967.000000 Penalty: 13502.371094
	Iteration 226Q: 3 clusters Score -1.326597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -13265968.000000 Penalty: 13502.371094
	Iteration 227Q: 3 clusters Score -1.326597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -13265976.000000 Penalty: 13502.371094
	Iteration 228Q: 3 clusters Score -1.326598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -13265987.000000 Penalty: 13502.371094
	Iteration 229Q: 3 clusters Score -1.326599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -13265991.000000 Penalty: 13502.371094
	Iteration 230Q: 3 clusters Score -1.326599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -13265993.000000 Penalty: 13502.371094
	Iteration 231Q: 3 clusters Score -1.326599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -13266006.000000 Penalty: 13502.371094
	Iteration 232Q: 3 clusters Score -1.326601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -13266013.000000 Penalty: 13502.371094
	Iteration 233Q: 3 clusters Score -1.326601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -13266018.000000 Penalty: 13502.371094
	Iteration 234Q: 3 clusters Score -1.326602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -13266018.000000 Penalty: 13502.371094
	Iteration 235F: 3 clusters Score -1.326602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Entering Unmasked Estep 
Score: -2368546.250000 Penalty: 5683.460449
	Iteration 0F: 2 clusters Score -2368546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2357804.250000 Penalty: 11366.920898
	Iteration 0F: 3 clusters Score -2357804 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2360142.250000 Penalty: 11366.920898
	Iteration 1F: 3 clusters Score -2360142 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2360652.250000 Penalty: 11366.920898
	Iteration 2F: 3 clusters Score -2360652 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2361005.750000 Penalty: 11366.920898
	Iteration 3F: 3 clusters Score -2361006 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2361324.250000 Penalty: 11366.920898
	Iteration 4Q: 3 clusters Score -2361324 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2361670.500000 Penalty: 11366.920898
	Iteration 5Q: 3 clusters Score -2361670 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2362017.000000 Penalty: 11366.920898
	Iteration 6Q: 3 clusters Score -2362017 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2362305.750000 Penalty: 11366.920898
	Iteration 7Q: 3 clusters Score -2362306 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2362575.000000 Penalty: 11366.920898
	Iteration 8Q: 3 clusters Score -2362575 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2362805.750000 Penalty: 11366.920898
	Iteration 9Q: 3 clusters Score -2362806 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2363005.500000 Penalty: 11366.920898
	Iteration 10Q: 3 clusters Score -2363006 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2363199.000000 Penalty: 11366.920898
	Iteration 11Q: 3 clusters Score -2363199 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2363369.000000 Penalty: 11366.920898
	Iteration 12Q: 3 clusters Score -2363369 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2363530.500000 Penalty: 11366.920898
	Iteration 13Q: 3 clusters Score -2363530 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2363662.250000 Penalty: 11366.920898
	Iteration 14Q: 3 clusters Score -2363662 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2363768.750000 Penalty: 11366.920898
	Iteration 15Q: 3 clusters Score -2363769 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2363885.750000 Penalty: 11366.920898
	Iteration 16Q: 3 clusters Score -2363886 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2363978.000000 Penalty: 11366.920898
	Iteration 17Q: 3 clusters Score -2363978 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2364062.000000 Penalty: 11366.920898
	Iteration 18Q: 3 clusters Score -2364062 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2364131.250000 Penalty: 11366.920898
	Iteration 19Q: 3 clusters Score -2364131 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2364177.250000 Penalty: 11366.920898
	Iteration 20F: 3 clusters Score -2364177 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2364229.500000 Penalty: 11366.920898
	Iteration 21Q: 3 clusters Score -2364230 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2364289.000000 Penalty: 11366.920898
	Iteration 22Q: 3 clusters Score -2364289 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2364325.750000 Penalty: 11366.920898
	Iteration 23Q: 3 clusters Score -2364326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2364357.750000 Penalty: 11366.920898
	Iteration 24Q: 3 clusters Score -2364358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2364396.250000 Penalty: 11366.920898
	Iteration 25Q: 3 clusters Score -2364396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2364434.000000 Penalty: 11366.920898
	Iteration 26Q: 3 clusters Score -2364434 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2364477.500000 Penalty: 11366.920898
	Iteration 27Q: 3 clusters Score -2364478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2364513.500000 Penalty: 11366.920898
	Iteration 28Q: 3 clusters Score -2364514 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2364553.750000 Penalty: 11366.920898
	Iteration 29Q: 3 clusters Score -2364554 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2364602.750000 Penalty: 11366.920898
	Iteration 30Q: 3 clusters Score -2364603 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2364635.500000 Penalty: 11366.920898
	Iteration 31Q: 3 clusters Score -2364636 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2364686.250000 Penalty: 11366.920898
	Iteration 32Q: 3 clusters Score -2364686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2364732.750000 Penalty: 11366.920898
	Iteration 33Q: 3 clusters Score -2364733 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2364788.500000 Penalty: 11366.920898
	Iteration 34Q: 3 clusters Score -2364788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2364851.000000 Penalty: 11366.920898
	Iteration 35Q: 3 clusters Score -2364851 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2364895.000000 Penalty: 11366.920898
	Iteration 36Q: 3 clusters Score -2364895 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2364922.500000 Penalty: 11366.920898
	Iteration 37Q: 3 clusters Score -2364922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2364977.750000 Penalty: 11366.920898
	Iteration 38Q: 3 clusters Score -2364978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2365019.750000 Penalty: 11366.920898
	Iteration 39Q: 3 clusters Score -2365020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2365043.250000 Penalty: 11366.920898
	Iteration 40F: 3 clusters Score -2365043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2365076.000000 Penalty: 11366.920898
	Iteration 41Q: 3 clusters Score -2365076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2365117.750000 Penalty: 11366.920898
	Iteration 42Q: 3 clusters Score -2365118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2365139.750000 Penalty: 11366.920898
	Iteration 43Q: 3 clusters Score -2365140 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2365181.750000 Penalty: 11366.920898
	Iteration 44Q: 3 clusters Score -2365182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2365222.750000 Penalty: 11366.920898
	Iteration 45Q: 3 clusters Score -2365223 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2365248.250000 Penalty: 11366.920898
	Iteration 46Q: 3 clusters Score -2365248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2365277.500000 Penalty: 11366.920898
	Iteration 47Q: 3 clusters Score -2365278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2365307.000000 Penalty: 11366.920898
	Iteration 48Q: 3 clusters Score -2365307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2365317.500000 Penalty: 11366.920898
	Iteration 49Q: 3 clusters Score -2365318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2365336.750000 Penalty: 11366.920898
	Iteration 50Q: 3 clusters Score -2365337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2365347.250000 Penalty: 11366.920898
	Iteration 51Q: 3 clusters Score -2365347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2365353.000000 Penalty: 11366.920898
	Iteration 52Q: 3 clusters Score -2365353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2365364.750000 Penalty: 11366.920898
	Iteration 53Q: 3 clusters Score -2365365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2365372.750000 Penalty: 11366.920898
	Iteration 54Q: 3 clusters Score -2365373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2365371.750000 Penalty: 11366.920898
	Iteration 55Q: 3 clusters Score -2365372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2365382.000000 Penalty: 11366.920898
	Iteration 56Q: 3 clusters Score -2365382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2365389.000000 Penalty: 11366.920898
	Iteration 57Q: 3 clusters Score -2365389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2365394.250000 Penalty: 11366.920898
	Iteration 58Q: 3 clusters Score -2365394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2365393.750000 Penalty: 11366.920898
	Iteration 59Q: 3 clusters Score -2365394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2365403.000000 Penalty: 11366.920898
	Iteration 60F: 3 clusters Score -2365403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2365402.500000 Penalty: 11366.920898
	Iteration 61Q: 3 clusters Score -2365402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2365408.000000 Penalty: 11366.920898
	Iteration 62Q: 3 clusters Score -2365408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2365410.000000 Penalty: 11366.920898
	Iteration 63Q: 3 clusters Score -2365410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2365410.000000 Penalty: 11366.920898
	Iteration 64Q: 3 clusters Score -2365410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2365412.000000 Penalty: 11366.920898
	Iteration 65Q: 3 clusters Score -2365412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2365414.500000 Penalty: 11366.920898
	Iteration 66Q: 3 clusters Score -2365414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2365418.250000 Penalty: 11366.920898
	Iteration 67Q: 3 clusters Score -2365418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2365418.750000 Penalty: 11366.920898
	Iteration 68Q: 3 clusters Score -2365419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2365422.500000 Penalty: 11366.920898
	Iteration 69Q: 3 clusters Score -2365422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2365437.000000 Penalty: 11366.920898
	Iteration 70Q: 3 clusters Score -2365437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2365443.750000 Penalty: 11366.920898
	Iteration 71Q: 3 clusters Score -2365444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2365447.250000 Penalty: 11366.920898
	Iteration 72Q: 3 clusters Score -2365447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2365454.250000 Penalty: 11366.920898
	Iteration 73Q: 3 clusters Score -2365454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2365460.250000 Penalty: 11366.920898
	Iteration 74Q: 3 clusters Score -2365460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2365466.500000 Penalty: 11366.920898
	Iteration 75Q: 3 clusters Score -2365466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2365471.750000 Penalty: 11366.920898
	Iteration 76Q: 3 clusters Score -2365472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2365469.250000 Penalty: 11366.920898
	Iteration 77Q: 3 clusters Score -2365469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2365472.250000 Penalty: 11366.920898
	Iteration 78Q: 3 clusters Score -2365472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2365477.000000 Penalty: 11366.920898
	Iteration 79Q: 3 clusters Score -2365477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2365477.750000 Penalty: 11366.920898
	Iteration 80F: 3 clusters Score -2365478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2365478.750000 Penalty: 11366.920898
	Iteration 81Q: 3 clusters Score -2365479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2365480.500000 Penalty: 11366.920898
	Iteration 82Q: 3 clusters Score -2365480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2365480.250000 Penalty: 11366.920898
	Iteration 83Q: 3 clusters Score -2365480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2365483.000000 Penalty: 11366.920898
	Iteration 84Q: 3 clusters Score -2365483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2365482.750000 Penalty: 11366.920898
	Iteration 85Q: 3 clusters Score -2365483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2365482.750000 Penalty: 11366.920898
	Iteration 86F: 3 clusters Score -2365483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Entering Unmasked Estep 
Score: -3661266.750000 Penalty: 5945.603516
	Iteration 0F: 2 clusters Score -3661267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -3646931.750000 Penalty: 11891.207031
	Iteration 0F: 3 clusters Score -3646932 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3650411.000000 Penalty: 11891.207031
	Iteration 1F: 3 clusters Score -3650411 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3651010.750000 Penalty: 11891.207031
	Iteration 2F: 3 clusters Score -3651011 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -3651449.000000 Penalty: 11891.207031
	Iteration 3F: 3 clusters Score -3651449 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3651820.500000 Penalty: 11891.207031
	Iteration 4Q: 3 clusters Score -3651820 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3652128.000000 Penalty: 11891.207031
	Iteration 5Q: 3 clusters Score -3652128 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3652439.750000 Penalty: 11891.207031
	Iteration 6Q: 3 clusters Score -3652440 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3652732.250000 Penalty: 11891.207031
	Iteration 7Q: 3 clusters Score -3652732 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3653001.500000 Penalty: 11891.207031
	Iteration 8Q: 3 clusters Score -3653002 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3653219.000000 Penalty: 11891.207031
	Iteration 9Q: 3 clusters Score -3653219 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3653406.750000 Penalty: 11891.207031
	Iteration 10Q: 3 clusters Score -3653407 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3653586.250000 Penalty: 11891.207031
	Iteration 11Q: 3 clusters Score -3653586 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3653700.750000 Penalty: 11891.207031
	Iteration 12Q: 3 clusters Score -3653701 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3653814.000000 Penalty: 11891.207031
	Iteration 13Q: 3 clusters Score -3653814 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3653901.000000 Penalty: 11891.207031
	Iteration 14Q: 3 clusters Score -3653901 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3653948.250000 Penalty: 11891.207031
	Iteration 15Q: 3 clusters Score -3653948 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3654006.500000 Penalty: 11891.207031
	Iteration 16Q: 3 clusters Score -3654006 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3654055.750000 Penalty: 11891.207031
	Iteration 17Q: 3 clusters Score -3654056 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3654090.250000 Penalty: 11891.207031
	Iteration 18Q: 3 clusters Score -3654090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3654131.750000 Penalty: 11891.207031
	Iteration 19Q: 3 clusters Score -3654132 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3654147.750000 Penalty: 11891.207031
	Iteration 20F: 3 clusters Score -3654148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -3654175.750000 Penalty: 11891.207031
	Iteration 21Q: 3 clusters Score -3654176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3654183.750000 Penalty: 11891.207031
	Iteration 22Q: 3 clusters Score -3654184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3654211.000000 Penalty: 11891.207031
	Iteration 23Q: 3 clusters Score -3654211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3654218.000000 Penalty: 11891.207031
	Iteration 24Q: 3 clusters Score -3654218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3654242.000000 Penalty: 11891.207031
	Iteration 25Q: 3 clusters Score -3654242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3654249.250000 Penalty: 11891.207031
	Iteration 26Q: 3 clusters Score -3654249 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3654268.250000 Penalty: 11891.207031
	Iteration 27Q: 3 clusters Score -3654268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3654281.500000 Penalty: 11891.207031
	Iteration 28Q: 3 clusters Score -3654282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3654292.250000 Penalty: 11891.207031
	Iteration 29Q: 3 clusters Score -3654292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3654311.250000 Penalty: 11891.207031
	Iteration 30Q: 3 clusters Score -3654311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3654324.250000 Penalty: 11891.207031
	Iteration 31Q: 3 clusters Score -3654324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3654338.250000 Penalty: 11891.207031
	Iteration 32Q: 3 clusters Score -3654338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3654345.750000 Penalty: 11891.207031
	Iteration 33Q: 3 clusters Score -3654346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3654362.500000 Penalty: 11891.207031
	Iteration 34Q: 3 clusters Score -3654362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3654394.750000 Penalty: 11891.207031
	Iteration 35Q: 3 clusters Score -3654395 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3654402.000000 Penalty: 11891.207031
	Iteration 36Q: 3 clusters Score -3654402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -3654423.250000 Penalty: 11891.207031
	Iteration 37Q: 3 clusters Score -3654423 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3654452.500000 Penalty: 11891.207031
	Iteration 38Q: 3 clusters Score -3654452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3654469.750000 Penalty: 11891.207031
	Iteration 39Q: 3 clusters Score -3654470 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3654495.750000 Penalty: 11891.207031
	Iteration 40F: 3 clusters Score -3654496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3654508.750000 Penalty: 11891.207031
	Iteration 41Q: 3 clusters Score -3654509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3654520.500000 Penalty: 11891.207031
	Iteration 42Q: 3 clusters Score -3654520 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3654551.000000 Penalty: 11891.207031
	Iteration 43Q: 3 clusters Score -3654551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3654562.250000 Penalty: 11891.207031
	Iteration 44Q: 3 clusters Score -3654562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3654580.000000 Penalty: 11891.207031
	Iteration 45Q: 3 clusters Score -3654580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3654606.750000 Penalty: 11891.207031
	Iteration 46Q: 3 clusters Score -3654607 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3654613.000000 Penalty: 11891.207031
	Iteration 47Q: 3 clusters Score -3654613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3654638.250000 Penalty: 11891.207031
	Iteration 48Q: 3 clusters Score -3654638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3654639.250000 Penalty: 11891.207031
	Iteration 49Q: 3 clusters Score -3654639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -3654648.750000 Penalty: 11891.207031
	Iteration 50Q: 3 clusters Score -3654649 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3654667.000000 Penalty: 11891.207031
	Iteration 51Q: 3 clusters Score -3654667 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3654685.250000 Penalty: 11891.207031
	Iteration 52Q: 3 clusters Score -3654685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -3654705.000000 Penalty: 11891.207031
	Iteration 53Q: 3 clusters Score -3654705 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3654715.500000 Penalty: 11891.207031
	Iteration 54Q: 3 clusters Score -3654716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3654733.750000 Penalty: 11891.207031
	Iteration 55Q: 3 clusters Score -3654734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -3654745.500000 Penalty: 11891.207031
	Iteration 56Q: 3 clusters Score -3654746 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3654776.750000 Penalty: 11891.207031
	Iteration 57Q: 3 clusters Score -3654777 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3654799.500000 Penalty: 11891.207031
	Iteration 58Q: 3 clusters Score -3654800 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3654850.000000 Penalty: 11891.207031
	Iteration 59Q: 3 clusters Score -3654850 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3654869.750000 Penalty: 11891.207031
	Iteration 60F: 3 clusters Score -3654870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3654886.750000 Penalty: 11891.207031
	Iteration 61Q: 3 clusters Score -3654887 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3654921.500000 Penalty: 11891.207031
	Iteration 62Q: 3 clusters Score -3654922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3654939.500000 Penalty: 11891.207031
	Iteration 63Q: 3 clusters Score -3654940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3654960.750000 Penalty: 11891.207031
	Iteration 64Q: 3 clusters Score -3654961 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3654971.750000 Penalty: 11891.207031
	Iteration 65Q: 3 clusters Score -3654972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3654993.500000 Penalty: 11891.207031
	Iteration 66Q: 3 clusters Score -3654994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3655018.000000 Penalty: 11891.207031
	Iteration 67Q: 3 clusters Score -3655018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3655035.000000 Penalty: 11891.207031
	Iteration 68Q: 3 clusters Score -3655035 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3655055.500000 Penalty: 11891.207031
	Iteration 69Q: 3 clusters Score -3655056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3655077 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3655095 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3655124.500000 Penalty: 11891.207031
	Iteration 72Q: 3 clusters Score -3655124 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3655158.250000 Penalty: 11891.207031
	Iteration 73Q: 3 clusters Score -3655158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3655202.250000 Penalty: 11891.207031
	Iteration 74Q: 3 clusters Score -3655202 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3655251.750000 Penalty: 11891.207031
	Iteration 75Q: 3 clusters Score -3655252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3655293 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3655333.000000 Penalty: 11891.207031
	Iteration 77Q: 3 clusters Score -3655333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3655388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3655424.250000 Penalty: 11891.207031
	Iteration 79Q: 3 clusters Score -3655424 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3655462.500000 Penalty: 11891.207031
	Iteration 80F: 3 clusters Score -3655462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3655510.000000 Penalty: 11891.207031
	Iteration 81Q: 3 clusters Score -3655510 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3655553.000000 Penalty: 11891.207031
	Iteration 82Q: 3 clusters Score -3655553 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3655605.250000 Penalty: 11891.207031
	Iteration 83Q: 3 clusters Score -3655605 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3655642.500000 Penalty: 11891.207031
	Iteration 84Q: 3 clusters Score -3655642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3655680 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3655714 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3655762 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3655791.500000 Penalty: 11891.207031
	Iteration 88Q: 3 clusters Score -3655792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3655830.250000 Penalty: 11891.207031
	Iteration 89Q: 3 clusters Score -3655830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3655870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3655890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3655920.250000 Penalty: 11891.207031
	Iteration 92Q: 3 clusters Score -3655920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3655950.250000 Penalty: 11891.207031
	Iteration 93Q: 3 clusters Score -3655950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3655970.250000 Penalty: 11891.207031
	Iteration 94Q: 3 clusters Score -3655970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3655988.500000 Penalty: 11891.207031
	Iteration 95Q: 3 clusters Score -3655988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3656009.250000 Penalty: 11891.207031
	Iteration 96Q: 3 clusters Score -3656009 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3656037.000000 Penalty: 11891.207031
	Iteration 97Q: 3 clusters Score -3656037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3656075.500000 Penalty: 11891.207031
	Iteration 98Q: 3 clusters Score -3656076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3656112.000000 Penalty: 11891.207031
	Iteration 99Q: 3 clusters Score -3656112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3656127.250000 Penalty: 11891.207031
	Iteration 100F: 3 clusters Score -3656127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3656122.500000 Penalty: 11891.207031
	Iteration 101Q: 3 clusters Score -3656122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3656133.250000 Penalty: 11891.207031
	Iteration 102Q: 3 clusters Score -3656133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3656156.250000 Penalty: 11891.207031
	Iteration 103Q: 3 clusters Score -3656156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3656174.000000 Penalty: 11891.207031
	Iteration 104Q: 3 clusters Score -3656174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3656182.250000 Penalty: 11891.207031
	Iteration 105Q: 3 clusters Score -3656182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3656197.000000 Penalty: 11891.207031
	Iteration 106Q: 3 clusters Score -3656197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3656202.500000 Penalty: 11891.207031
	Iteration 107Q: 3 clusters Score -3656202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3656207.000000 Penalty: 11891.207031
	Iteration 108Q: 3 clusters Score -3656207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3656228.000000 Penalty: 11891.207031
	Iteration 109Q: 3 clusters Score -3656228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3656238.500000 Penalty: 11891.207031
	Iteration 110Q: 3 clusters Score -3656238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3656252.250000 Penalty: 11891.207031
	Iteration 111Q: 3 clusters Score -3656252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3656270.500000 Penalty: 11891.207031
	Iteration 112Q: 3 clusters Score -3656270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3656271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3656283.250000 Penalty: 11891.207031
	Iteration 114Q: 3 clusters Score -3656283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3656286.250000 Penalty: 11891.207031
	Iteration 115Q: 3 clusters Score -3656286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3656313.000000 Penalty: 11891.207031
	Iteration 116Q: 3 clusters Score -3656313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3656312.000000 Penalty: 11891.207031
	Iteration 117Q: 3 clusters Score -3656312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3656311.750000 Penalty: 11891.207031
	Iteration 118Q: 3 clusters Score -3656312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3656313.000000 Penalty: 11891.207031
	Iteration 119Q: 3 clusters Score -3656313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3656319.000000 Penalty: 11891.207031
	Iteration 120F: 3 clusters Score -3656319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3656324.500000 Penalty: 11891.207031
	Iteration 121Q: 3 clusters Score -3656324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3656328.500000 Penalty: 11891.207031
	Iteration 122Q: 3 clusters Score -3656328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3656332.500000 Penalty: 11891.207031
	Iteration 123Q: 3 clusters Score -3656332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3656337.000000 Penalty: 11891.207031
	Iteration 124Q: 3 clusters Score -3656337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3656346.750000 Penalty: 11891.207031
	Iteration 125Q: 3 clusters Score -3656347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3656346.500000 Penalty: 11891.207031
	Iteration 126Q: 3 clusters Score -3656346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3656353.750000 Penalty: 11891.207031
	Iteration 127Q: 3 clusters Score -3656354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3656357.500000 Penalty: 11891.207031
	Iteration 128Q: 3 clusters Score -3656358 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3656355.500000 Penalty: 11891.207031
	Iteration 129Q: 3 clusters Score -3656356 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3656354.250000 Penalty: 11891.207031
	Iteration 130Q: 3 clusters Score -3656354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3656358.500000 Penalty: 11891.207031
	Iteration 131Q: 3 clusters Score -3656358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3656360.250000 Penalty: 11891.207031
	Iteration 132Q: 3 clusters Score -3656360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3656365.000000 Penalty: 11891.207031
	Iteration 133Q: 3 clusters Score -3656365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3656365.750000 Penalty: 11891.207031
	Iteration 134Q: 3 clusters Score -3656366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3656369.500000 Penalty: 11891.207031
	Iteration 135Q: 3 clusters Score -3656370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3656367.500000 Penalty: 11891.207031
	Iteration 136Q: 3 clusters Score -3656368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3656375.500000 Penalty: 11891.207031
	Iteration 137Q: 3 clusters Score -3656376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3656376.750000 Penalty: 11891.207031
	Iteration 138Q: 3 clusters Score -3656377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3656378.500000 Penalty: 11891.207031
	Iteration 139Q: 3 clusters Score -3656378 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3656378.500000 Penalty: 11891.207031
	Iteration 140F: 3 clusters Score -3656378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17794 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -3908108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3893021.250000 Penalty: 11988.605469
	Iteration 0F: 3 clusters Score -3893021 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3896942 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3897550 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3897934 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3898219.500000 Penalty: 11988.605469
	Iteration 4Q: 3 clusters Score -3898220 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3898427.500000 Penalty: 11988.605469
	Iteration 5Q: 3 clusters Score -3898428 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3898625.750000 Penalty: 11988.605469
	Iteration 6Q: 3 clusters Score -3898626 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3898804.750000 Penalty: 11988.605469
	Iteration 7Q: 3 clusters Score -3898805 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3898939.750000 Penalty: 11988.605469
	Iteration 8Q: 3 clusters Score -3898940 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3899060.500000 Penalty: 11988.605469
	Iteration 9Q: 3 clusters Score -3899060 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3899184.750000 Penalty: 11988.605469
	Iteration 10Q: 3 clusters Score -3899185 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3899295.750000 Penalty: 11988.605469
	Iteration 11Q: 3 clusters Score -3899296 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -3899429.000000 Penalty: 11988.605469
	Iteration 12Q: 3 clusters Score -3899429 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3899561.250000 Penalty: 11988.605469
	Iteration 13Q: 3 clusters Score -3899561 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -3899695.250000 Penalty: 11988.605469
	Iteration 14Q: 3 clusters Score -3899695 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3899855.000000 Penalty: 11988.605469
	Iteration 15Q: 3 clusters Score -3899855 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3900062.250000 Penalty: 11988.605469
	Iteration 16Q: 3 clusters Score -3900062 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3900324.500000 Penalty: 11988.605469
	Iteration 17Q: 3 clusters Score -3900324 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3900666.250000 Penalty: 11988.605469
	Iteration 18Q: 3 clusters Score -3900666 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3901097.500000 Penalty: 11988.605469
	Iteration 19Q: 3 clusters Score -3901098 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3901553.500000 Penalty: 11988.605469
	Iteration 20F: 3 clusters Score -3901554 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3902073.750000 Penalty: 11988.605469
	Iteration 21Q: 3 clusters Score -3902074 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3902520.250000 Penalty: 11988.605469
	Iteration 22Q: 3 clusters Score -3902520 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3902967.000000 Penalty: 11988.605469
	Iteration 23Q: 3 clusters Score -3902967 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3903396.250000 Penalty: 11988.605469
	Iteration 24Q: 3 clusters Score -3903396 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3903732.000000 Penalty: 11988.605469
	Iteration 25Q: 3 clusters Score -3903732 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3904005.500000 Penalty: 11988.605469
	Iteration 26Q: 3 clusters Score -3904006 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3904218.500000 Penalty: 11988.605469
	Iteration 27Q: 3 clusters Score -3904218 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3904361.000000 Penalty: 11988.605469
	Iteration 28Q: 3 clusters Score -3904361 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3904494.000000 Penalty: 11988.605469
	Iteration 29Q: 3 clusters Score -3904494 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3904579.000000 Penalty: 11988.605469
	Iteration 30Q: 3 clusters Score -3904579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3904642.250000 Penalty: 11988.605469
	Iteration 31Q: 3 clusters Score -3904642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3904689.500000 Penalty: 11988.605469
	Iteration 32Q: 3 clusters Score -3904690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3904703.500000 Penalty: 11988.605469
	Iteration 33Q: 3 clusters Score -3904704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3904710.000000 Penalty: 11988.605469
	Iteration 34Q: 3 clusters Score -3904710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3904724.750000 Penalty: 11988.605469
	Iteration 35Q: 3 clusters Score -3904725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3904729.750000 Penalty: 11988.605469
	Iteration 36Q: 3 clusters Score -3904730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3904734.500000 Penalty: 11988.605469
	Iteration 37Q: 3 clusters Score -3904734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3904740.750000 Penalty: 11988.605469
	Iteration 38Q: 3 clusters Score -3904741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3904741.250000 Penalty: 11988.605469
	Iteration 39Q: 3 clusters Score -3904741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3904774.500000 Penalty: 11988.605469
	Iteration 40F: 3 clusters Score -3904774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3904789.000000 Penalty: 11988.605469
	Iteration 41Q: 3 clusters Score -3904789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3904788.000000 Penalty: 11988.605469
	Iteration 42Q: 3 clusters Score -3904788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3904811.750000 Penalty: 11988.605469
	Iteration 43Q: 3 clusters Score -3904812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3904819.500000 Penalty: 11988.605469
	Iteration 44Q: 3 clusters Score -3904820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3904825.500000 Penalty: 11988.605469
	Iteration 45Q: 3 clusters Score -3904826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3904822.750000 Penalty: 11988.605469
	Iteration 46Q: 3 clusters Score -3904823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3904829.500000 Penalty: 11988.605469
	Iteration 47Q: 3 clusters Score -3904830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3904826.750000 Penalty: 11988.605469
	Iteration 48Q: 3 clusters Score -3904827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3904828.250000 Penalty: 11988.605469
	Iteration 49Q: 3 clusters Score -3904828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3904829.750000 Penalty: 11988.605469
	Iteration 50Q: 3 clusters Score -3904830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3904829.250000 Penalty: 11988.605469
	Iteration 51Q: 3 clusters Score -3904829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3904836.750000 Penalty: 11988.605469
	Iteration 52Q: 3 clusters Score -3904837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3904833.250000 Penalty: 11988.605469
	Iteration 53Q: 3 clusters Score -3904833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3904843.750000 Penalty: 11988.605469
	Iteration 54Q: 3 clusters Score -3904844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3904841.250000 Penalty: 11988.605469
	Iteration 55Q: 3 clusters Score -3904841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3904840.000000 Penalty: 11988.605469
	Iteration 56Q: 3 clusters Score -3904840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3904842.000000 Penalty: 11988.605469
	Iteration 57Q: 3 clusters Score -3904842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3904842.000000 Penalty: 11988.605469
	Iteration 58F: 3 clusters Score -3904842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1581601.125000 Penalty: 5412.011719
	Iteration 0F: 2 clusters Score -1581601 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 3479 members 
Entering Unmasked Estep 
Score: -1573238.375000 Penalty: 10824.023438
	Iteration 0F: 3 clusters Score -1573238 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1574741.625000 Penalty: 10824.023438
	Iteration 1F: 3 clusters Score -1574742 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1575097.375000 Penalty: 10824.023438
	Iteration 2F: 3 clusters Score -1575097 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1575332.625000 Penalty: 10824.023438
	Iteration 3Q: 3 clusters Score -1575333 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1575496.125000 Penalty: 10824.023438
	Iteration 4Q: 3 clusters Score -1575496 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1575620.750000 Penalty: 10824.023438
	Iteration 5Q: 3 clusters Score -1575621 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1575738.000000 Penalty: 10824.023438
	Iteration 6Q: 3 clusters Score -1575738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1575823.125000 Penalty: 10824.023438
	Iteration 7Q: 3 clusters Score -1575823 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1575921.750000 Penalty: 10824.023438
	Iteration 8Q: 3 clusters Score -1575922 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1575995.875000 Penalty: 10824.023438
	Iteration 9Q: 3 clusters Score -1575996 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1576066.750000 Penalty: 10824.023438
	Iteration 10Q: 3 clusters Score -1576067 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1576131.875000 Penalty: 10824.023438
	Iteration 11Q: 3 clusters Score -1576132 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1576201.625000 Penalty: 10824.023438
	Iteration 12Q: 3 clusters Score -1576202 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1576269.750000 Penalty: 10824.023438
	Iteration 13Q: 3 clusters Score -1576270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1576325.875000 Penalty: 10824.023438
	Iteration 14Q: 3 clusters Score -1576326 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1576374.375000 Penalty: 10824.023438
	Iteration 15Q: 3 clusters Score -1576374 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1576424.125000 Penalty: 10824.023438
	Iteration 16Q: 3 clusters Score -1576424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1576490.375000 Penalty: 10824.023438
	Iteration 17Q: 3 clusters Score -1576490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1576569.875000 Penalty: 10824.023438
	Iteration 18Q: 3 clusters Score -1576570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1576654.500000 Penalty: 10824.023438
	Iteration 19Q: 3 clusters Score -1576654 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1576781.875000 Penalty: 10824.023438
	Iteration 20F: 3 clusters Score -1576782 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1576915.625000 Penalty: 10824.023438
	Iteration 21Q: 3 clusters Score -1576916 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1577017.000000 Penalty: 10824.023438
	Iteration 22Q: 3 clusters Score -1577017 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1577108.125000 Penalty: 10824.023438
	Iteration 23Q: 3 clusters Score -1577108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1577175.250000 Penalty: 10824.023438
	Iteration 24Q: 3 clusters Score -1577175 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1577238.125000 Penalty: 10824.023438
	Iteration 25Q: 3 clusters Score -1577238 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1577316.875000 Penalty: 10824.023438
	Iteration 26Q: 3 clusters Score -1577317 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1577373.375000 Penalty: 10824.023438
	Iteration 27Q: 3 clusters Score -1577373 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1577434.250000 Penalty: 10824.023438
	Iteration 28Q: 3 clusters Score -1577434 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1577507.250000 Penalty: 10824.023438
	Iteration 29Q: 3 clusters Score -1577507 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1577563.750000 Penalty: 10824.023438
	Iteration 30Q: 3 clusters Score -1577564 nChanged 56
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: -1577595.750000 Penalty: 10824.023438
	Iteration 31Q: 3 clusters Score -1577596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1577629.625000 Penalty: 10824.023438
	Iteration 32Q: 3 clusters Score -1577630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1577653.750000 Penalty: 10824.023438
	Iteration 33Q: 3 clusters Score -1577654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1577674.000000 Penalty: 10824.023438
	Iteration 34Q: 3 clusters Score -1577674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1577692.750000 Penalty: 10824.023438
	Iteration 35Q: 3 clusters Score -1577693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1577711.750000 Penalty: 10824.023438
	Iteration 36Q: 3 clusters Score -1577712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1577725.125000 Penalty: 10824.023438
	Iteration 37Q: 3 clusters Score -1577725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1577736.125000 Penalty: 10824.023438
	Iteration 38Q: 3 clusters Score -1577736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1577739.125000 Penalty: 10824.023438
	Iteration 39Q: 3 clusters Score -1577739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1577745.875000 Penalty: 10824.023438
	Iteration 40F: 3 clusters Score -1577746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1577750.625000 Penalty: 10824.023438
	Iteration 41Q: 3 clusters Score -1577751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1577754.125000 Penalty: 10824.023438
	Iteration 42Q: 3 clusters Score -1577754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1577754.125000 Penalty: 10824.023438
	Iteration 43Q: 3 clusters Score -1577754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1577762.250000 Penalty: 10824.023438
	Iteration 44Q: 3 clusters Score -1577762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1577766.250000 Penalty: 10824.023438
	Iteration 45Q: 3 clusters Score -1577766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1577772.750000 Penalty: 10824.023438
	Iteration 46Q: 3 clusters Score -1577773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1577773.625000 Penalty: 10824.023438
	Iteration 47Q: 3 clusters Score -1577774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1577775.875000 Penalty: 10824.023438
	Iteration 48Q: 3 clusters Score -1577776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1577776.375000 Penalty: 10824.023438
	Iteration 49Q: 3 clusters Score -1577776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1577780.625000 Penalty: 10824.023438
	Iteration 50Q: 3 clusters Score -1577781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1577780.375000 Penalty: 10824.023438
	Iteration 51Q: 3 clusters Score -1577780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1577779.125000 Penalty: 10824.023438
	Iteration 52Q: 3 clusters Score -1577779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1577783.375000 Penalty: 10824.023438
	Iteration 53Q: 3 clusters Score -1577783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1577784.375000 Penalty: 10824.023438
	Iteration 54Q: 3 clusters Score -1577784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1577788.750000 Penalty: 10824.023438
	Iteration 55Q: 3 clusters Score -1577789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1577791.750000 Penalty: 10824.023438
	Iteration 56Q: 3 clusters Score -1577792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1577789.375000 Penalty: 10824.023438
	Iteration 57Q: 3 clusters Score -1577789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1577789.375000 Penalty: 10824.023438
	Iteration 58F: 3 clusters Score -1577789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Entering Unmasked Estep 
Score: -8280561.000000 Penalty: 6454.475586
	Iteration 0F: 2 clusters Score -8280561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -8252700.000000 Penalty: 12908.951172
	Iteration 0F: 3 clusters Score -8252700 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -8261563.000000 Penalty: 12908.951172
	Iteration 1F: 3 clusters Score -8261563 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -8262618.000000 Penalty: 12908.951172
	Iteration 2F: 3 clusters Score -8262618 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -8263681.500000 Penalty: 12908.951172
	Iteration 3F: 3 clusters Score -8263682 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -8264626.000000 Penalty: 12908.951172
	Iteration 4F: 3 clusters Score -8264626 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -8265622.500000 Penalty: 12908.951172
	Iteration 5Q: 3 clusters Score -8265622 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -8266441.500000 Penalty: 12908.951172
	Iteration 6Q: 3 clusters Score -8266442 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -8267307.500000 Penalty: 12908.951172
	Iteration 7Q: 3 clusters Score -8267308 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -8268095.500000 Penalty: 12908.951172
	Iteration 8Q: 3 clusters Score -8268096 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -8268940.500000 Penalty: 12908.951172
	Iteration 9Q: 3 clusters Score -8268940 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -8269711.500000 Penalty: 12908.951172
	Iteration 10Q: 3 clusters Score -8269712 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -8270397.000000 Penalty: 12908.951172
	Iteration 11Q: 3 clusters Score -8270397 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -8270967.000000 Penalty: 12908.951172
	Iteration 12Q: 3 clusters Score -8270967 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -8271402.000000 Penalty: 12908.951172
	Iteration 13Q: 3 clusters Score -8271402 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -8271703.500000 Penalty: 12908.951172
	Iteration 14Q: 3 clusters Score -8271704 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -8271942.000000 Penalty: 12908.951172
	Iteration 15Q: 3 clusters Score -8271942 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -8272126.500000 Penalty: 12908.951172
	Iteration 16Q: 3 clusters Score -8272126 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -8272261.500000 Penalty: 12908.951172
	Iteration 17Q: 3 clusters Score -8272262 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -8272417.500000 Penalty: 12908.951172
	Iteration 18Q: 3 clusters Score -8272418 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -8272512.000000 Penalty: 12908.951172
	Iteration 19Q: 3 clusters Score -8272512 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -8272616.500000 Penalty: 12908.951172
	Iteration 20F: 3 clusters Score -8272616 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -8272664.500000 Penalty: 12908.951172
	Iteration 21Q: 3 clusters Score -8272664 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -8272740.000000 Penalty: 12908.951172
	Iteration 22Q: 3 clusters Score -8272740 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -8272743.000000 Penalty: 12908.951172
	Iteration 23Q: 3 clusters Score -8272743 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -8272797.000000 Penalty: 12908.951172
	Iteration 24Q: 3 clusters Score -8272797 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -8272833.500000 Penalty: 12908.951172
	Iteration 25Q: 3 clusters Score -8272834 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -8272859.000000 Penalty: 12908.951172
	Iteration 26Q: 3 clusters Score -8272859 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -8272892.000000 Penalty: 12908.951172
	Iteration 27Q: 3 clusters Score -8272892 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -8272962.000000 Penalty: 12908.951172
	Iteration 28Q: 3 clusters Score -8272962 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -8272976.000000 Penalty: 12908.951172
	Iteration 29Q: 3 clusters Score -8272976 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -8272984.000000 Penalty: 12908.951172
	Iteration 30Q: 3 clusters Score -8272984 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -8272993.000000 Penalty: 12908.951172
	Iteration 31Q: 3 clusters Score -8272993 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -8273010.500000 Penalty: 12908.951172
	Iteration 32Q: 3 clusters Score -8273010 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -8273044.500000 Penalty: 12908.951172
	Iteration 33Q: 3 clusters Score -8273044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -8273078.000000 Penalty: 12908.951172
	Iteration 34Q: 3 clusters Score -8273078 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -8273130.500000 Penalty: 12908.951172
	Iteration 35Q: 3 clusters Score -8273130 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -8273142.000000 Penalty: 12908.951172
	Iteration 36Q: 3 clusters Score -8273142 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -8273199.500000 Penalty: 12908.951172
	Iteration 37Q: 3 clusters Score -8273200 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -8273198.500000 Penalty: 12908.951172
	Iteration 38Q: 3 clusters Score -8273198 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -8273204.000000 Penalty: 12908.951172
	Iteration 39Q: 3 clusters Score -8273204 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -8273252.500000 Penalty: 12908.951172
	Iteration 40F: 3 clusters Score -8273252 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -8273279.000000 Penalty: 12908.951172
	Iteration 41Q: 3 clusters Score -8273279 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -8273315.500000 Penalty: 12908.951172
	Iteration 42Q: 3 clusters Score -8273316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -8273356.500000 Penalty: 12908.951172
	Iteration 43Q: 3 clusters Score -8273356 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -8273384.000000 Penalty: 12908.951172
	Iteration 44Q: 3 clusters Score -8273384 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -8273402.000000 Penalty: 12908.951172
	Iteration 45Q: 3 clusters Score -8273402 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -8273443.000000 Penalty: 12908.951172
	Iteration 46Q: 3 clusters Score -8273443 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -8273455.500000 Penalty: 12908.951172
	Iteration 47Q: 3 clusters Score -8273456 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -8273462.500000 Penalty: 12908.951172
	Iteration 48Q: 3 clusters Score -8273462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -8273510.500000 Penalty: 12908.951172
	Iteration 49Q: 3 clusters Score -8273510 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -8273542.500000 Penalty: 12908.951172
	Iteration 50Q: 3 clusters Score -8273542 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -8273576.500000 Penalty: 12908.951172
	Iteration 51Q: 3 clusters Score -8273576 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -8273623.000000 Penalty: 12908.951172
	Iteration 52Q: 3 clusters Score -8273623 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -8273671.000000 Penalty: 12908.951172
	Iteration 53Q: 3 clusters Score -8273671 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -8273683.000000 Penalty: 12908.951172
	Iteration 54Q: 3 clusters Score -8273683 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -8273704.000000 Penalty: 12908.951172
	Iteration 55Q: 3 clusters Score -8273704 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -8273736.500000 Penalty: 12908.951172
	Iteration 56Q: 3 clusters Score -8273736 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -8273757.000000 Penalty: 12908.951172
	Iteration 57Q: 3 clusters Score -8273757 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -8273771.000000 Penalty: 12908.951172
	Iteration 58Q: 3 clusters Score -8273771 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -8273818.000000 Penalty: 12908.951172
	Iteration 59Q: 3 clusters Score -8273818 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -8273876.000000 Penalty: 12908.951172
	Iteration 60F: 3 clusters Score -8273876 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -8273891.000000 Penalty: 12908.951172
	Iteration 61Q: 3 clusters Score -8273891 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -8273941.500000 Penalty: 12908.951172
	Iteration 62Q: 3 clusters Score -8273942 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -8273955.500000 Penalty: 12908.951172
	Iteration 63Q: 3 clusters Score -8273956 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -8273969.500000 Penalty: 12908.951172
	Iteration 64Q: 3 clusters Score -8273970 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -8274024.000000 Penalty: 12908.951172
	Iteration 65Q: 3 clusters Score -8274024 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -8274074.000000 Penalty: 12908.951172
	Iteration 66Q: 3 clusters Score -8274074 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -8274099.000000 Penalty: 12908.951172
	Iteration 67Q: 3 clusters Score -8274099 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -8274122.500000 Penalty: 12908.951172
	Iteration 68Q: 3 clusters Score -8274122 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -8274154.500000 Penalty: 12908.951172
	Iteration 69Q: 3 clusters Score -8274154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -8274185.500000 Penalty: 12908.951172
	Iteration 70Q: 3 clusters Score -8274186 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -8274192.000000 Penalty: 12908.951172
	Iteration 71Q: 3 clusters Score -8274192 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -8274214.500000 Penalty: 12908.951172
	Iteration 72Q: 3 clusters Score -8274214 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -8274218.500000 Penalty: 12908.951172
	Iteration 73Q: 3 clusters Score -8274218 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -8274228.000000 Penalty: 12908.951172
	Iteration 74Q: 3 clusters Score -8274228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -8274241.500000 Penalty: 12908.951172
	Iteration 75Q: 3 clusters Score -8274242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -8274257.000000 Penalty: 12908.951172
	Iteration 76Q: 3 clusters Score -8274257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -8274258.000000 Penalty: 12908.951172
	Iteration 77Q: 3 clusters Score -8274258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -8274265.500000 Penalty: 12908.951172
	Iteration 78Q: 3 clusters Score -8274266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -8274282.000000 Penalty: 12908.951172
	Iteration 79Q: 3 clusters Score -8274282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -8274282.500000 Penalty: 12908.951172
	Iteration 80F: 3 clusters Score -8274282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -8274296.000000 Penalty: 12908.951172
	Iteration 81Q: 3 clusters Score -8274296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -8274290.000000 Penalty: 12908.951172
	Iteration 82Q: 3 clusters Score -8274290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -8274304.000000 Penalty: 12908.951172
	Iteration 83Q: 3 clusters Score -8274304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8274316 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8274330 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8274334 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8274348 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8274370 nChanged 18
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Mstep: Class 1 contains 21520 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8274362 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8274367 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8274370 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8274378 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8274373 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8274386 nChanged 43
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Mstep: Class 1 contains 21642 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8274389 nChanged 41
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8274391 nChanged 39
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8274396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8274390 nChanged 48
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Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8274382 nChanged 39
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Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8274398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8274411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8274392 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8274408 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8274410 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8274420 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21949 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8274432 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8274422 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8274420 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8274430 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8274434 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8274432 nChanged 29
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Mstep: Class 1 contains 22098 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8274427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8274436 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8274432 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8274436 nChanged 31
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8274438 nChanged 39
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Mstep: Class 1 contains 22219 members 
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	Iteration 118Q: 3 clusters Score -8274432 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22249 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8274438 nChanged 43
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8274444 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8274444 nChanged 48
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8274462 nChanged 58
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8274481 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8274495 nChanged 68
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8274524 nChanged 67
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	Iteration 126Q: 3 clusters Score -8274531 nChanged 71
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8274545 nChanged 71
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8274550 nChanged 77
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8274540 nChanged 75
Entering Unmasked Mstep 
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	Iteration 130Q: 3 clusters Score -8274539 nChanged 79
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	Iteration 131Q: 3 clusters Score -8274570 nChanged 80
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	Iteration 133Q: 3 clusters Score -8274578 nChanged 118
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	Iteration 134Q: 3 clusters Score -8274603 nChanged 102
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	Iteration 135Q: 3 clusters Score -8274621 nChanged 121
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	Iteration 136Q: 3 clusters Score -8274628 nChanged 116
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	Iteration 137Q: 3 clusters Score -8274654 nChanged 137
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	Iteration 138Q: 3 clusters Score -8274673 nChanged 140
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	Iteration 139Q: 3 clusters Score -8274712 nChanged 142
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8274732 nChanged 131
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	Iteration 141Q: 3 clusters Score -8274783 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24036 members 
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	Iteration 142Q: 3 clusters Score -8274817 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24163 members 
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	Iteration 143Q: 3 clusters Score -8274843 nChanged 158
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	Iteration 145Q: 3 clusters Score -8274890 nChanged 130
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	Iteration 146Q: 3 clusters Score -8274902 nChanged 121
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	Iteration 147Q: 3 clusters Score -8274938 nChanged 134
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Mstep: Class 1 contains 24781 members 
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	Iteration 148Q: 3 clusters Score -8274939 nChanged 140
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	Iteration 149Q: 3 clusters Score -8274965 nChanged 126
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Mstep: Class 1 contains 25027 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8274986 nChanged 161
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	Iteration 151Q: 3 clusters Score -8275027 nChanged 157
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	Iteration 152Q: 3 clusters Score -8275060 nChanged 158
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	Iteration 154Q: 3 clusters Score -8275160 nChanged 183
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	Iteration 155Q: 3 clusters Score -8275180 nChanged 165
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	Iteration 156Q: 3 clusters Score -8275204 nChanged 188
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	Iteration 157Q: 3 clusters Score -8275220 nChanged 169
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	Iteration 158Q: 3 clusters Score -8275286 nChanged 174
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	Iteration 159Q: 3 clusters Score -8275318 nChanged 158
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	Iteration 160F: 3 clusters Score -8275358 nChanged 146
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	Iteration 161Q: 3 clusters Score -8275384 nChanged 144
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	Iteration 162Q: 3 clusters Score -8275416 nChanged 140
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	Iteration 163Q: 3 clusters Score -8275464 nChanged 134
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	Iteration 164Q: 3 clusters Score -8275526 nChanged 117
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	Iteration 165Q: 3 clusters Score -8275510 nChanged 110
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8275534 nChanged 133
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	Iteration 167Q: 3 clusters Score -8275554 nChanged 151
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	Iteration 168Q: 3 clusters Score -8275592 nChanged 165
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	Iteration 169Q: 3 clusters Score -8275626 nChanged 163
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Mstep: Class 2 contains 9764 members 
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	Iteration 170Q: 3 clusters Score -8275666 nChanged 163
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	Iteration 171Q: 3 clusters Score -8275734 nChanged 166
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8275780 nChanged 176
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8275850 nChanged 187
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8275900 nChanged 172
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Entering Unmasked Estep 
Score: -8275937.000000 Penalty: 12908.951172
	Iteration 175Q: 3 clusters Score -8275937 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -8276021.000000 Penalty: 12908.951172
	Iteration 176Q: 3 clusters Score -8276021 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -8276113.500000 Penalty: 12908.951172
	Iteration 177Q: 3 clusters Score -8276114 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -8276189.500000 Penalty: 12908.951172
	Iteration 178Q: 3 clusters Score -8276190 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -8276262.500000 Penalty: 12908.951172
	Iteration 179Q: 3 clusters Score -8276262 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -8276310.000000 Penalty: 12908.951172
	Iteration 180F: 3 clusters Score -8276310 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -8276349.500000 Penalty: 12908.951172
	Iteration 181Q: 3 clusters Score -8276350 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -8276396.000000 Penalty: 12908.951172
	Iteration 182Q: 3 clusters Score -8276396 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -8276479.500000 Penalty: 12908.951172
	Iteration 183Q: 3 clusters Score -8276480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -8276520.500000 Penalty: 12908.951172
	Iteration 184Q: 3 clusters Score -8276520 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -8276548.500000 Penalty: 12908.951172
	Iteration 185Q: 3 clusters Score -8276548 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -8276567.000000 Penalty: 12908.951172
	Iteration 186Q: 3 clusters Score -8276567 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -8276596.500000 Penalty: 12908.951172
	Iteration 187Q: 3 clusters Score -8276596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -8276632.000000 Penalty: 12908.951172
	Iteration 188Q: 3 clusters Score -8276632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -8276664.500000 Penalty: 12908.951172
	Iteration 189Q: 3 clusters Score -8276664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -8276671.500000 Penalty: 12908.951172
	Iteration 190Q: 3 clusters Score -8276672 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -8276683.000000 Penalty: 12908.951172
	Iteration 191Q: 3 clusters Score -8276683 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -8276713.500000 Penalty: 12908.951172
	Iteration 192Q: 3 clusters Score -8276714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -8276738.000000 Penalty: 12908.951172
	Iteration 193Q: 3 clusters Score -8276738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -8276776.000000 Penalty: 12908.951172
	Iteration 194Q: 3 clusters Score -8276776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -8276805.000000 Penalty: 12908.951172
	Iteration 195Q: 3 clusters Score -8276805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -8276818.000000 Penalty: 12908.951172
	Iteration 196Q: 3 clusters Score -8276818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -8276826.000000 Penalty: 12908.951172
	Iteration 197Q: 3 clusters Score -8276826 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -8276860.500000 Penalty: 12908.951172
	Iteration 198Q: 3 clusters Score -8276860 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -8276881.500000 Penalty: 12908.951172
	Iteration 199Q: 3 clusters Score -8276882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -8276923.500000 Penalty: 12908.951172
	Iteration 200F: 3 clusters Score -8276924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -8276936.500000 Penalty: 12908.951172
	Iteration 201Q: 3 clusters Score -8276936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -8276957.500000 Penalty: 12908.951172
	Iteration 202Q: 3 clusters Score -8276958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -8276984.500000 Penalty: 12908.951172
	Iteration 203Q: 3 clusters Score -8276984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -8276982.500000 Penalty: 12908.951172
	Iteration 204Q: 3 clusters Score -8276982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -8276991.000000 Penalty: 12908.951172
	Iteration 205Q: 3 clusters Score -8276991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -8277001.000000 Penalty: 12908.951172
	Iteration 206Q: 3 clusters Score -8277001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -8277032.000000 Penalty: 12908.951172
	Iteration 207Q: 3 clusters Score -8277032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -8277046.500000 Penalty: 12908.951172
	Iteration 208Q: 3 clusters Score -8277046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -8277042.500000 Penalty: 12908.951172
	Iteration 209Q: 3 clusters Score -8277042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -8277048.500000 Penalty: 12908.951172
	Iteration 210Q: 3 clusters Score -8277048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -8277044.500000 Penalty: 12908.951172
	Iteration 211Q: 3 clusters Score -8277044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -8277065.500000 Penalty: 12908.951172
	Iteration 212Q: 3 clusters Score -8277066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -8277079.000000 Penalty: 12908.951172
	Iteration 213Q: 3 clusters Score -8277079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -8277090.000000 Penalty: 12908.951172
	Iteration 214Q: 3 clusters Score -8277090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8277075.000000 Penalty: 12908.951172
	Iteration 215Q: 3 clusters Score -8277075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -8277073.500000 Penalty: 12908.951172
	Iteration 216Q: 3 clusters Score -8277074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -8277090.000000 Penalty: 12908.951172
	Iteration 217Q: 3 clusters Score -8277090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -8277092.000000 Penalty: 12908.951172
	Iteration 218Q: 3 clusters Score -8277092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -8277096.500000 Penalty: 12908.951172
	Iteration 219Q: 3 clusters Score -8277096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -8277094.500000 Penalty: 12908.951172
	Iteration 220F: 3 clusters Score -8277094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -8277097.000000 Penalty: 12908.951172
	Iteration 221Q: 3 clusters Score -8277097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -8277110.000000 Penalty: 12908.951172
	Iteration 222Q: 3 clusters Score -8277110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -8277117.000000 Penalty: 12908.951172
	Iteration 223Q: 3 clusters Score -8277117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -8277119.000000 Penalty: 12908.951172
	Iteration 224Q: 3 clusters Score -8277119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -8277122.000000 Penalty: 12908.951172
	Iteration 225Q: 3 clusters Score -8277122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -8277123.500000 Penalty: 12908.951172
	Iteration 226Q: 3 clusters Score -8277124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -8277121.000000 Penalty: 12908.951172
	Iteration 227Q: 3 clusters Score -8277121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -8277124.500000 Penalty: 12908.951172
	Iteration 228Q: 3 clusters Score -8277124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -8277110.500000 Penalty: 12908.951172
	Iteration 229Q: 3 clusters Score -8277110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -8277114.500000 Penalty: 12908.951172
	Iteration 230Q: 3 clusters Score -8277114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -8277114.500000 Penalty: 12908.951172
	Iteration 231F: 3 clusters Score -8277114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (127141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127141 members 
Entering Unmasked Estep 
Score: -29312174.000000 Penalty: 7198.744141
	Iteration 0F: 2 clusters Score -2.931217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -29229444.000000 Penalty: 14397.488281
	Iteration 0F: 3 clusters Score -2.922944e+07 nChanged 58728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -29261838.000000 Penalty: 14397.488281
	Iteration 1F: 3 clusters Score -2.926184e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -29263596.000000 Penalty: 14397.488281
	Iteration 2Q: 3 clusters Score -2.92636e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -29265700.000000 Penalty: 14397.488281
	Iteration 3Q: 3 clusters Score -2.92657e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -29269024.000000 Penalty: 14397.488281
	Iteration 4F: 3 clusters Score -2.926902e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -29273452.000000 Penalty: 14397.488281
	Iteration 5F: 3 clusters Score -2.927345e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -29280052.000000 Penalty: 14397.488281
	Iteration 6F: 3 clusters Score -2.928005e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104151 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -29288426.000000 Penalty: 14397.488281
	Iteration 7F: 3 clusters Score -2.928843e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112907 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -29296576.000000 Penalty: 14397.488281
	Iteration 8F: 3 clusters Score -2.929658e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119163 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -29301518.000000 Penalty: 14397.488281
	Iteration 9Q: 3 clusters Score -2.930152e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122733 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -29304154.000000 Penalty: 14397.488281
	Iteration 10Q: 3 clusters Score -2.930415e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124420 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -29305508.000000 Penalty: 14397.488281
	Iteration 11Q: 3 clusters Score -2.930551e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -29306108.000000 Penalty: 14397.488281
	Iteration 12Q: 3 clusters Score -2.930611e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125445 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -29306540.000000 Penalty: 14397.488281
	Iteration 13Q: 3 clusters Score -2.930654e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125611 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -29306830.000000 Penalty: 14397.488281
	Iteration 14Q: 3 clusters Score -2.930683e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125676 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -29307092.000000 Penalty: 14397.488281
	Iteration 15Q: 3 clusters Score -2.930709e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125711 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -29307250.000000 Penalty: 14397.488281
	Iteration 16Q: 3 clusters Score -2.930725e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125725 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -29307406.000000 Penalty: 14397.488281
	Iteration 17Q: 3 clusters Score -2.930741e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -29307506.000000 Penalty: 14397.488281
	Iteration 18Q: 3 clusters Score -2.930751e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125694 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -29307508.000000 Penalty: 14397.488281
	Iteration 19Q: 3 clusters Score -2.930751e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125697 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -29307572.000000 Penalty: 14397.488281
	Iteration 20F: 3 clusters Score -2.930757e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125684 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -29307618.000000 Penalty: 14397.488281
	Iteration 21Q: 3 clusters Score -2.930762e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125676 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -29307656.000000 Penalty: 14397.488281
	Iteration 22Q: 3 clusters Score -2.930766e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125672 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -29307680.000000 Penalty: 14397.488281
	Iteration 23Q: 3 clusters Score -2.930768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125658 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -29307672.000000 Penalty: 14397.488281
	Iteration 24Q: 3 clusters Score -2.930767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125647 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -29307706.000000 Penalty: 14397.488281
	Iteration 25Q: 3 clusters Score -2.930771e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125636 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -29307726.000000 Penalty: 14397.488281
	Iteration 26Q: 3 clusters Score -2.930773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125628 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -29307728.000000 Penalty: 14397.488281
	Iteration 27Q: 3 clusters Score -2.930773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125620 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -29307740.000000 Penalty: 14397.488281
	Iteration 28Q: 3 clusters Score -2.930774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125611 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -29307752.000000 Penalty: 14397.488281
	Iteration 29Q: 3 clusters Score -2.930775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125600 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -29307772.000000 Penalty: 14397.488281
	Iteration 30Q: 3 clusters Score -2.930777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125588 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -29307790.000000 Penalty: 14397.488281
	Iteration 31Q: 3 clusters Score -2.930779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125581 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -29307782.000000 Penalty: 14397.488281
	Iteration 32Q: 3 clusters Score -2.930778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125574 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -29307780.000000 Penalty: 14397.488281
	Iteration 33Q: 3 clusters Score -2.930778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125572 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -29307810.000000 Penalty: 14397.488281
	Iteration 34Q: 3 clusters Score -2.930781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125569 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -29307810.000000 Penalty: 14397.488281
	Iteration 35Q: 3 clusters Score -2.930781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125567 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -29307818.000000 Penalty: 14397.488281
	Iteration 36Q: 3 clusters Score -2.930782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125564 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -29307818.000000 Penalty: 14397.488281
	Iteration 37Q: 3 clusters Score -2.930782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125561 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -29307816.000000 Penalty: 14397.488281
	Iteration 38Q: 3 clusters Score -2.930782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125557 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -29307822.000000 Penalty: 14397.488281
	Iteration 39Q: 3 clusters Score -2.930782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125551 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -29307822.000000 Penalty: 14397.488281
	Iteration 40F: 3 clusters Score -2.930782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125548 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -29307804.000000 Penalty: 14397.488281
	Iteration 41Q: 3 clusters Score -2.93078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125547 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -29307812.000000 Penalty: 14397.488281
	Iteration 42Q: 3 clusters Score -2.930781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125547 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -29307812.000000 Penalty: 14397.488281
	Iteration 43F: 3 clusters Score -2.930781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Entering Unmasked Estep 
Score: -19537436.000000 Penalty: 6958.190430
	Iteration 0F: 2 clusters Score -1.953744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -19478874.000000 Penalty: 13916.380859
	Iteration 0F: 3 clusters Score -1.947887e+07 nChanged 39123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -19500236.000000 Penalty: 13916.380859
	Iteration 1F: 3 clusters Score -1.950024e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -19501410.000000 Penalty: 13916.380859
	Iteration 2Q: 3 clusters Score -1.950141e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -19502760.000000 Penalty: 13916.380859
	Iteration 3Q: 3 clusters Score -1.950276e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -19504222.000000 Penalty: 13916.380859
	Iteration 4Q: 3 clusters Score -1.950422e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -19505830.000000 Penalty: 13916.380859
	Iteration 5Q: 3 clusters Score -1.950583e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -19507504.000000 Penalty: 13916.380859
	Iteration 6Q: 3 clusters Score -1.95075e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -19509288.000000 Penalty: 13916.380859
	Iteration 7Q: 3 clusters Score -1.950929e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -19511108.000000 Penalty: 13916.380859
	Iteration 8Q: 3 clusters Score -1.951111e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -19512882.000000 Penalty: 13916.380859
	Iteration 9Q: 3 clusters Score -1.951288e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -19514854.000000 Penalty: 13916.380859
	Iteration 10Q: 3 clusters Score -1.951485e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -19517190.000000 Penalty: 13916.380859
	Iteration 11Q: 3 clusters Score -1.951719e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -19519888.000000 Penalty: 13916.380859
	Iteration 12Q: 3 clusters Score -1.951989e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -19521958.000000 Penalty: 13916.380859
	Iteration 13Q: 3 clusters Score -1.952196e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -19523756.000000 Penalty: 13916.380859
	Iteration 14Q: 3 clusters Score -1.952376e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -19525384.000000 Penalty: 13916.380859
	Iteration 15Q: 3 clusters Score -1.952538e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -19526850.000000 Penalty: 13916.380859
	Iteration 16Q: 3 clusters Score -1.952685e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -19528048.000000 Penalty: 13916.380859
	Iteration 17Q: 3 clusters Score -1.952805e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -19528896.000000 Penalty: 13916.380859
	Iteration 18Q: 3 clusters Score -1.95289e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -19529716.000000 Penalty: 13916.380859
	Iteration 19Q: 3 clusters Score -1.952972e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -19530318.000000 Penalty: 13916.380859
	Iteration 20F: 3 clusters Score -1.953032e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -19530866.000000 Penalty: 13916.380859
	Iteration 21Q: 3 clusters Score -1.953087e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -19531356.000000 Penalty: 13916.380859
	Iteration 22Q: 3 clusters Score -1.953136e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -19531676.000000 Penalty: 13916.380859
	Iteration 23Q: 3 clusters Score -1.953168e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -19531998.000000 Penalty: 13916.380859
	Iteration 24Q: 3 clusters Score -1.9532e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -19532308.000000 Penalty: 13916.380859
	Iteration 25Q: 3 clusters Score -1.953231e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -19532524.000000 Penalty: 13916.380859
	Iteration 26Q: 3 clusters Score -1.953252e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -19532744.000000 Penalty: 13916.380859
	Iteration 27Q: 3 clusters Score -1.953274e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -19532952.000000 Penalty: 13916.380859
	Iteration 28Q: 3 clusters Score -1.953295e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 79951 members 
Entering Unmasked Estep 
Score: -19533108.000000 Penalty: 13916.380859
	Iteration 29Q: 3 clusters Score -1.953311e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -19533236.000000 Penalty: 13916.380859
	Iteration 30Q: 3 clusters Score -1.953324e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -19533376.000000 Penalty: 13916.380859
	Iteration 31Q: 3 clusters Score -1.953338e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -19533540.000000 Penalty: 13916.380859
	Iteration 32Q: 3 clusters Score -1.953354e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 80906 members 
Entering Unmasked Estep 
Score: -19533594.000000 Penalty: 13916.380859
	Iteration 33Q: 3 clusters Score -1.953359e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -19533686.000000 Penalty: 13916.380859
	Iteration 34Q: 3 clusters Score -1.953369e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -19533740.000000 Penalty: 13916.380859
	Iteration 35Q: 3 clusters Score -1.953374e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
Score: -19533796.000000 Penalty: 13916.380859
	Iteration 36Q: 3 clusters Score -1.95338e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -19533780.000000 Penalty: 13916.380859
	Iteration 37Q: 3 clusters Score -1.953378e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 81390 members 
Entering Unmasked Estep 
Score: -19533822.000000 Penalty: 13916.380859
	Iteration 38Q: 3 clusters Score -1.953382e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -19533824.000000 Penalty: 13916.380859
	Iteration 39Q: 3 clusters Score -1.953382e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -19533826.000000 Penalty: 13916.380859
	Iteration 40F: 3 clusters Score -1.953383e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -19533844.000000 Penalty: 13916.380859
	Iteration 41Q: 3 clusters Score -1.953384e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 81549 members 
Entering Unmasked Estep 
Score: -19533874.000000 Penalty: 13916.380859
	Iteration 42Q: 3 clusters Score -1.953387e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -19533844.000000 Penalty: 13916.380859
	Iteration 43Q: 3 clusters Score -1.953384e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -19533874.000000 Penalty: 13916.380859
	Iteration 44Q: 3 clusters Score -1.953387e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -19533898.000000 Penalty: 13916.380859
	Iteration 45Q: 3 clusters Score -1.95339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -19533914.000000 Penalty: 13916.380859
	Iteration 46Q: 3 clusters Score -1.953391e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -19533908.000000 Penalty: 13916.380859
	Iteration 47Q: 3 clusters Score -1.953391e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -19533894.000000 Penalty: 13916.380859
	Iteration 48Q: 3 clusters Score -1.953389e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -19533894.000000 Penalty: 13916.380859
	Iteration 49Q: 3 clusters Score -1.953389e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -19533922.000000 Penalty: 13916.380859
	Iteration 50Q: 3 clusters Score -1.953392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
Score: -19533914.000000 Penalty: 13916.380859
	Iteration 51Q: 3 clusters Score -1.953391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -19533910.000000 Penalty: 13916.380859
	Iteration 52Q: 3 clusters Score -1.953391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -19533914.000000 Penalty: 13916.380859
	Iteration 53Q: 3 clusters Score -1.953391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 81775 members 
Entering Unmasked Estep 
Score: -19533938.000000 Penalty: 13916.380859
	Iteration 54Q: 3 clusters Score -1.953394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 81786 members 
Entering Unmasked Estep 
Score: -19533934.000000 Penalty: 13916.380859
	Iteration 55Q: 3 clusters Score -1.953393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -19533952.000000 Penalty: 13916.380859
	Iteration 56Q: 3 clusters Score -1.953395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -19533954.000000 Penalty: 13916.380859
	Iteration 57Q: 3 clusters Score -1.953395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -19533960.000000 Penalty: 13916.380859
	Iteration 58Q: 3 clusters Score -1.953396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -19533970.000000 Penalty: 13916.380859
	Iteration 59Q: 3 clusters Score -1.953397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -19533976.000000 Penalty: 13916.380859
	Iteration 60F: 3 clusters Score -1.953398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -19533954.000000 Penalty: 13916.380859
	Iteration 61Q: 3 clusters Score -1.953395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -19533952.000000 Penalty: 13916.380859
	Iteration 62Q: 3 clusters Score -1.953395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -19533968.000000 Penalty: 13916.380859
	Iteration 63Q: 3 clusters Score -1.953397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -19533978.000000 Penalty: 13916.380859
	Iteration 64Q: 3 clusters Score -1.953398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -19533994.000000 Penalty: 13916.380859
	Iteration 65Q: 3 clusters Score -1.953399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -19533990.000000 Penalty: 13916.380859
	Iteration 66Q: 3 clusters Score -1.953399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -19533990.000000 Penalty: 13916.380859
	Iteration 67Q: 3 clusters Score -1.953399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -19533990.000000 Penalty: 13916.380859
	Iteration 68F: 3 clusters Score -1.953399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Entering Unmasked Estep 
Score: -3266383.750000 Penalty: 5878.846680
	Iteration 0F: 2 clusters Score -3266384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3253183.750000 Penalty: 11757.693359
	Iteration 0F: 3 clusters Score -3253184 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3256254.750000 Penalty: 11757.693359
	Iteration 1F: 3 clusters Score -3256255 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3256826.250000 Penalty: 11757.693359
	Iteration 2F: 3 clusters Score -3256826 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3257164.500000 Penalty: 11757.693359
	Iteration 3Q: 3 clusters Score -3257164 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3257434.250000 Penalty: 11757.693359
	Iteration 4Q: 3 clusters Score -3257434 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3257652.250000 Penalty: 11757.693359
	Iteration 5Q: 3 clusters Score -3257652 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3257834.000000 Penalty: 11757.693359
	Iteration 6Q: 3 clusters Score -3257834 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3257988.250000 Penalty: 11757.693359
	Iteration 7Q: 3 clusters Score -3257988 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3258144.250000 Penalty: 11757.693359
	Iteration 8Q: 3 clusters Score -3258144 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3258308.250000 Penalty: 11757.693359
	Iteration 9Q: 3 clusters Score -3258308 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3258452.250000 Penalty: 11757.693359
	Iteration 10Q: 3 clusters Score -3258452 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3258606.500000 Penalty: 11757.693359
	Iteration 11Q: 3 clusters Score -3258606 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3258779.250000 Penalty: 11757.693359
	Iteration 12Q: 3 clusters Score -3258779 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3258957.500000 Penalty: 11757.693359
	Iteration 13Q: 3 clusters Score -3258958 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3259149.500000 Penalty: 11757.693359
	Iteration 14Q: 3 clusters Score -3259150 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3259338.000000 Penalty: 11757.693359
	Iteration 15Q: 3 clusters Score -3259338 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3259524.500000 Penalty: 11757.693359
	Iteration 16Q: 3 clusters Score -3259524 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3259723.000000 Penalty: 11757.693359
	Iteration 17Q: 3 clusters Score -3259723 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3259939.750000 Penalty: 11757.693359
	Iteration 18Q: 3 clusters Score -3259940 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3260165.250000 Penalty: 11757.693359
	Iteration 19Q: 3 clusters Score -3260165 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3260361.750000 Penalty: 11757.693359
	Iteration 20F: 3 clusters Score -3260362 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3260527.750000 Penalty: 11757.693359
	Iteration 21Q: 3 clusters Score -3260528 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3260730.750000 Penalty: 11757.693359
	Iteration 22Q: 3 clusters Score -3260731 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3260970.500000 Penalty: 11757.693359
	Iteration 23Q: 3 clusters Score -3260970 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3261220.000000 Penalty: 11757.693359
	Iteration 24Q: 3 clusters Score -3261220 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3261447.750000 Penalty: 11757.693359
	Iteration 25Q: 3 clusters Score -3261448 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3261619.500000 Penalty: 11757.693359
	Iteration 26Q: 3 clusters Score -3261620 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3261772.750000 Penalty: 11757.693359
	Iteration 27Q: 3 clusters Score -3261773 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -3261872.000000 Penalty: 11757.693359
	Iteration 28Q: 3 clusters Score -3261872 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3261965.500000 Penalty: 11757.693359
	Iteration 29Q: 3 clusters Score -3261966 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3262023.000000 Penalty: 11757.693359
	Iteration 30Q: 3 clusters Score -3262023 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3262084.250000 Penalty: 11757.693359
	Iteration 31Q: 3 clusters Score -3262084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3262142.500000 Penalty: 11757.693359
	Iteration 32Q: 3 clusters Score -3262142 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3262204.000000 Penalty: 11757.693359
	Iteration 33Q: 3 clusters Score -3262204 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3262233.500000 Penalty: 11757.693359
	Iteration 34Q: 3 clusters Score -3262234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3262267.500000 Penalty: 11757.693359
	Iteration 35Q: 3 clusters Score -3262268 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3262305.000000 Penalty: 11757.693359
	Iteration 36Q: 3 clusters Score -3262305 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3262340.500000 Penalty: 11757.693359
	Iteration 37Q: 3 clusters Score -3262340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3262385.250000 Penalty: 11757.693359
	Iteration 38Q: 3 clusters Score -3262385 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3262412.750000 Penalty: 11757.693359
	Iteration 39Q: 3 clusters Score -3262413 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3262425.250000 Penalty: 11757.693359
	Iteration 40F: 3 clusters Score -3262425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3262441.000000 Penalty: 11757.693359
	Iteration 41Q: 3 clusters Score -3262441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3262448.500000 Penalty: 11757.693359
	Iteration 42Q: 3 clusters Score -3262448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3262459.250000 Penalty: 11757.693359
	Iteration 43Q: 3 clusters Score -3262459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3262468.500000 Penalty: 11757.693359
	Iteration 44Q: 3 clusters Score -3262468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3262474.500000 Penalty: 11757.693359
	Iteration 45Q: 3 clusters Score -3262474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3262477.500000 Penalty: 11757.693359
	Iteration 46Q: 3 clusters Score -3262478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3262483.750000 Penalty: 11757.693359
	Iteration 47Q: 3 clusters Score -3262484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3262489.000000 Penalty: 11757.693359
	Iteration 48Q: 3 clusters Score -3262489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3262489.500000 Penalty: 11757.693359
	Iteration 49Q: 3 clusters Score -3262490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3262499.750000 Penalty: 11757.693359
	Iteration 50Q: 3 clusters Score -3262500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3262502.500000 Penalty: 11757.693359
	Iteration 51Q: 3 clusters Score -3262502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3262505.750000 Penalty: 11757.693359
	Iteration 52Q: 3 clusters Score -3262506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3262511.250000 Penalty: 11757.693359
	Iteration 53Q: 3 clusters Score -3262511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3262510.500000 Penalty: 11757.693359
	Iteration 54Q: 3 clusters Score -3262510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3262507.250000 Penalty: 11757.693359
	Iteration 55Q: 3 clusters Score -3262507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3262509.250000 Penalty: 11757.693359
	Iteration 56Q: 3 clusters Score -3262509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3262506.750000 Penalty: 11757.693359
	Iteration 57Q: 3 clusters Score -3262507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3262514.000000 Penalty: 11757.693359
	Iteration 58Q: 3 clusters Score -3262514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3262517.500000 Penalty: 11757.693359
	Iteration 59Q: 3 clusters Score -3262518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3262516.250000 Penalty: 11757.693359
	Iteration 60F: 3 clusters Score -3262516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Entering Unmasked Estep 
Score: -4047854.250000 Penalty: 6014.647949
	Iteration 0F: 2 clusters Score -4047854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4032323.000000 Penalty: 12029.295898
	Iteration 0F: 3 clusters Score -4032323 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4036218.500000 Penalty: 12029.295898
	Iteration 1F: 3 clusters Score -4036218 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -4036869.000000 Penalty: 12029.295898
	Iteration 2F: 3 clusters Score -4036869 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4037320.750000 Penalty: 12029.295898
	Iteration 3F: 3 clusters Score -4037321 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -4037721.000000 Penalty: 12029.295898
	Iteration 4Q: 3 clusters Score -4037721 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -4038036.250000 Penalty: 12029.295898
	Iteration 5Q: 3 clusters Score -4038036 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -4038337.000000 Penalty: 12029.295898
	Iteration 6Q: 3 clusters Score -4038337 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -4038677.000000 Penalty: 12029.295898
	Iteration 7Q: 3 clusters Score -4038677 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -4039061.000000 Penalty: 12029.295898
	Iteration 8Q: 3 clusters Score -4039061 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -4039617.000000 Penalty: 12029.295898
	Iteration 9Q: 3 clusters Score -4039617 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -4040312.500000 Penalty: 12029.295898
	Iteration 10Q: 3 clusters Score -4040312 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -4041113.750000 Penalty: 12029.295898
	Iteration 11F: 3 clusters Score -4041114 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4041828.750000 Penalty: 12029.295898
	Iteration 12F: 3 clusters Score -4041829 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -4042397.250000 Penalty: 12029.295898
	Iteration 13Q: 3 clusters Score -4042397 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -4042858.750000 Penalty: 12029.295898
	Iteration 14Q: 3 clusters Score -4042859 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -4043214.000000 Penalty: 12029.295898
	Iteration 15Q: 3 clusters Score -4043214 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4043476.500000 Penalty: 12029.295898
	Iteration 16Q: 3 clusters Score -4043476 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -4043633.000000 Penalty: 12029.295898
	Iteration 17Q: 3 clusters Score -4043633 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -4043768.000000 Penalty: 12029.295898
	Iteration 18Q: 3 clusters Score -4043768 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4043865.500000 Penalty: 12029.295898
	Iteration 19Q: 3 clusters Score -4043866 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -4043909.250000 Penalty: 12029.295898
	Iteration 20F: 3 clusters Score -4043909 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -4043988.500000 Penalty: 12029.295898
	Iteration 21Q: 3 clusters Score -4043988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -4044039.750000 Penalty: 12029.295898
	Iteration 22Q: 3 clusters Score -4044040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4044057.750000 Penalty: 12029.295898
	Iteration 23Q: 3 clusters Score -4044058 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4044093.750000 Penalty: 12029.295898
	Iteration 24Q: 3 clusters Score -4044094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -4044106.750000 Penalty: 12029.295898
	Iteration 25Q: 3 clusters Score -4044107 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -4044137.250000 Penalty: 12029.295898
	Iteration 26Q: 3 clusters Score -4044137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4044142.500000 Penalty: 12029.295898
	Iteration 27Q: 3 clusters Score -4044142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -4044148.750000 Penalty: 12029.295898
	Iteration 28Q: 3 clusters Score -4044149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -4044154.750000 Penalty: 12029.295898
	Iteration 29Q: 3 clusters Score -4044155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -4044153.250000 Penalty: 12029.295898
	Iteration 30Q: 3 clusters Score -4044153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -4044166.500000 Penalty: 12029.295898
	Iteration 31Q: 3 clusters Score -4044166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -4044165.250000 Penalty: 12029.295898
	Iteration 32Q: 3 clusters Score -4044165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -4044168.500000 Penalty: 12029.295898
	Iteration 33Q: 3 clusters Score -4044168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4044171.250000 Penalty: 12029.295898
	Iteration 34Q: 3 clusters Score -4044171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -4044170.000000 Penalty: 12029.295898
	Iteration 35Q: 3 clusters Score -4044170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -4044171.500000 Penalty: 12029.295898
	Iteration 36Q: 3 clusters Score -4044172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -4044174.250000 Penalty: 12029.295898
	Iteration 37Q: 3 clusters Score -4044174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -4044175.250000 Penalty: 12029.295898
	Iteration 38Q: 3 clusters Score -4044175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -4044184.750000 Penalty: 12029.295898
	Iteration 39Q: 3 clusters Score -4044185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -4044184.750000 Penalty: 12029.295898
	Iteration 40F: 3 clusters Score -4044185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (159775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159775 members 
Entering Unmasked Estep 
Score: -36552336.000000 Penalty: 7338.682129
	Iteration 0F: 2 clusters Score -3.655234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79922 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -36468952.000000 Penalty: 14677.364258
	Iteration 0F: 3 clusters Score -3.646895e+07 nChanged 74379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -36511456.000000 Penalty: 14677.364258
	Iteration 1F: 3 clusters Score -3.651146e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -36513796.000000 Penalty: 14677.364258
	Iteration 2Q: 3 clusters Score -3.65138e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 81745 members 
Entering Unmasked Estep 
Score: -36517780.000000 Penalty: 14677.364258
	Iteration 3Q: 3 clusters Score -3.651778e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -36523316.000000 Penalty: 14677.364258
	Iteration 4F: 3 clusters Score -3.652332e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -36530196.000000 Penalty: 14677.364258
	Iteration 5F: 3 clusters Score -3.65302e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -36536932.000000 Penalty: 14677.364258
	Iteration 6F: 3 clusters Score -3.653693e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -36542352.000000 Penalty: 14677.364258
	Iteration 7F: 3 clusters Score -3.654235e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 95812 members 
Entering Unmasked Estep 
Score: -36545580.000000 Penalty: 14677.364258
	Iteration 8F: 3 clusters Score -3.654558e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -36547492.000000 Penalty: 14677.364258
	Iteration 9Q: 3 clusters Score -3.654749e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -36548348.000000 Penalty: 14677.364258
	Iteration 10Q: 3 clusters Score -3.654835e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -36548960.000000 Penalty: 14677.364258
	Iteration 11Q: 3 clusters Score -3.654896e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -36549364.000000 Penalty: 14677.364258
	Iteration 12Q: 3 clusters Score -3.654936e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 102003 members 
Entering Unmasked Estep 
Score: -36549480.000000 Penalty: 14677.364258
	Iteration 13Q: 3 clusters Score -3.654948e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 103000 members 
Entering Unmasked Estep 
Score: -36549952.000000 Penalty: 14677.364258
	Iteration 14Q: 3 clusters Score -3.654995e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -36550020.000000 Penalty: 14677.364258
	Iteration 15Q: 3 clusters Score -3.655002e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 104985 members 
Entering Unmasked Estep 
Score: -36550292.000000 Penalty: 14677.364258
	Iteration 16Q: 3 clusters Score -3.655029e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 106109 members 
Entering Unmasked Estep 
Score: -36550560.000000 Penalty: 14677.364258
	Iteration 17Q: 3 clusters Score -3.655056e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 107325 members 
Entering Unmasked Estep 
Score: -36550772.000000 Penalty: 14677.364258
	Iteration 18Q: 3 clusters Score -3.655077e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 108688 members 
Entering Unmasked Estep 
Score: -36551112.000000 Penalty: 14677.364258
	Iteration 19Q: 3 clusters Score -3.655111e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 110182 members 
Entering Unmasked Estep 
Score: -36551812.000000 Penalty: 14677.364258
	Iteration 20F: 3 clusters Score -3.655181e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 111897 members 
Entering Unmasked Estep 
Score: -36552536.000000 Penalty: 14677.364258
	Iteration 21Q: 3 clusters Score -3.655254e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 113919 members 
Entering Unmasked Estep 
Score: -36553312.000000 Penalty: 14677.364258
	Iteration 22Q: 3 clusters Score -3.655331e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 116317 members 
Entering Unmasked Estep 
Score: -36554156.000000 Penalty: 14677.364258
	Iteration 23Q: 3 clusters Score -3.655416e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 118965 members 
Entering Unmasked Estep 
Score: -36555060.000000 Penalty: 14677.364258
	Iteration 24Q: 3 clusters Score -3.655506e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 121791 members 
Entering Unmasked Estep 
Score: -36555920.000000 Penalty: 14677.364258
	Iteration 25Q: 3 clusters Score -3.655592e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 124837 members 
Entering Unmasked Estep 
Score: -36556864.000000 Penalty: 14677.364258
	Iteration 26Q: 3 clusters Score -3.655686e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 127866 members 
Entering Unmasked Estep 
Score: -36557464.000000 Penalty: 14677.364258
	Iteration 27Q: 3 clusters Score -3.655746e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 130733 members 
Entering Unmasked Estep 
Score: -36557976.000000 Penalty: 14677.364258
	Iteration 28Q: 3 clusters Score -3.655798e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 133428 members 
Entering Unmasked Estep 
Score: -36558488.000000 Penalty: 14677.364258
	Iteration 29Q: 3 clusters Score -3.655849e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 135894 members 
Entering Unmasked Estep 
Score: -36558776.000000 Penalty: 14677.364258
	Iteration 30Q: 3 clusters Score -3.655878e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 138077 members 
Entering Unmasked Estep 
Score: -36558712.000000 Penalty: 14677.364258
	Iteration 31Q: 3 clusters Score -3.655871e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 139980 members 
Entering Unmasked Estep 
Score: -36558544.000000 Penalty: 14677.364258
	Iteration 32Q: 3 clusters Score -3.655854e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 141601 members 
Entering Unmasked Estep 
Score: -36558444.000000 Penalty: 14677.364258
	Iteration 33Q: 3 clusters Score -3.655844e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 142962 members 
Entering Unmasked Estep 
Score: -36558388.000000 Penalty: 14677.364258
	Iteration 34Q: 3 clusters Score -3.655839e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 144121 members 
Entering Unmasked Estep 
Score: -36558464.000000 Penalty: 14677.364258
	Iteration 35Q: 3 clusters Score -3.655846e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 145096 members 
Entering Unmasked Estep 
Score: -36558384.000000 Penalty: 14677.364258
	Iteration 36Q: 3 clusters Score -3.655838e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 145954 members 
Entering Unmasked Estep 
Score: -36558240.000000 Penalty: 14677.364258
	Iteration 37Q: 3 clusters Score -3.655824e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -36558100.000000 Penalty: 14677.364258
	Iteration 38Q: 3 clusters Score -3.65581e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 147269 members 
Entering Unmasked Estep 
Score: -36557888.000000 Penalty: 14677.364258
	Iteration 39Q: 3 clusters Score -3.655789e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 147800 members 
Entering Unmasked Estep 
Score: -36557864.000000 Penalty: 14677.364258
	Iteration 40F: 3 clusters Score -3.655786e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 148262 members 
Entering Unmasked Estep 
Score: -36557668.000000 Penalty: 14677.364258
	Iteration 41Q: 3 clusters Score -3.655767e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -36557600.000000 Penalty: 14677.364258
	Iteration 42Q: 3 clusters Score -3.65576e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -36557652.000000 Penalty: 14677.364258
	Iteration 43Q: 3 clusters Score -3.655765e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 149393 members 
Entering Unmasked Estep 
Score: -36557600.000000 Penalty: 14677.364258
	Iteration 44Q: 3 clusters Score -3.65576e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 149746 members 
Entering Unmasked Estep 
Score: -36557600.000000 Penalty: 14677.364258
	Iteration 45Q: 3 clusters Score -3.65576e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 150018 members 
Entering Unmasked Estep 
Score: -36557656.000000 Penalty: 14677.364258
	Iteration 46Q: 3 clusters Score -3.655766e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 150301 members 
Entering Unmasked Estep 
Score: -36557752.000000 Penalty: 14677.364258
	Iteration 47Q: 3 clusters Score -3.655775e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 150521 members 
Entering Unmasked Estep 
Score: -36557888.000000 Penalty: 14677.364258
	Iteration 48Q: 3 clusters Score -3.655789e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 150725 members 
Entering Unmasked Estep 
Score: -36557940.000000 Penalty: 14677.364258
	Iteration 49Q: 3 clusters Score -3.655794e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 150907 members 
Entering Unmasked Estep 
Score: -36558100.000000 Penalty: 14677.364258
	Iteration 50Q: 3 clusters Score -3.65581e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 151062 members 
Entering Unmasked Estep 
Score: -36558144.000000 Penalty: 14677.364258
	Iteration 51Q: 3 clusters Score -3.655814e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 151179 members 
Entering Unmasked Estep 
Score: -36558272.000000 Penalty: 14677.364258
	Iteration 52Q: 3 clusters Score -3.655827e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 151261 members 
Entering Unmasked Estep 
Score: -36558260.000000 Penalty: 14677.364258
	Iteration 53Q: 3 clusters Score -3.655826e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 151367 members 
Entering Unmasked Estep 
Score: -36558324.000000 Penalty: 14677.364258
	Iteration 54Q: 3 clusters Score -3.655832e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 151438 members 
Entering Unmasked Estep 
Score: -36558396.000000 Penalty: 14677.364258
	Iteration 55Q: 3 clusters Score -3.65584e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 151495 members 
Entering Unmasked Estep 
Score: -36558344.000000 Penalty: 14677.364258
	Iteration 56Q: 3 clusters Score -3.655834e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 151537 members 
Entering Unmasked Estep 
Score: -36558344.000000 Penalty: 14677.364258
	Iteration 57Q: 3 clusters Score -3.655834e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 151560 members 
Entering Unmasked Estep 
Score: -36558408.000000 Penalty: 14677.364258
	Iteration 58Q: 3 clusters Score -3.655841e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 151568 members 
Entering Unmasked Estep 
Score: -36558384.000000 Penalty: 14677.364258
	Iteration 59Q: 3 clusters Score -3.655838e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 151575 members 
Entering Unmasked Estep 
Score: -36558384.000000 Penalty: 14677.364258
	Iteration 60F: 3 clusters Score -3.655838e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 151577 members 
Entering Unmasked Estep 
Score: -36558400.000000 Penalty: 14677.364258
	Iteration 61Q: 3 clusters Score -3.65584e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -36558396.000000 Penalty: 14677.364258
	Iteration 62Q: 3 clusters Score -3.65584e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -36558372.000000 Penalty: 14677.364258
	Iteration 63Q: 3 clusters Score -3.655837e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 151585 members 
Entering Unmasked Estep 
Score: -36558444.000000 Penalty: 14677.364258
	Iteration 64Q: 3 clusters Score -3.655844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 151588 members 
Entering Unmasked Estep 
Score: -36558436.000000 Penalty: 14677.364258
	Iteration 65Q: 3 clusters Score -3.655844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 151592 members 
Entering Unmasked Estep 
Score: -36558428.000000 Penalty: 14677.364258
	Iteration 66Q: 3 clusters Score -3.655843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 151606 members 
Entering Unmasked Estep 
Score: -36558408.000000 Penalty: 14677.364258
	Iteration 67Q: 3 clusters Score -3.655841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 151614 members 
Entering Unmasked Estep 
Score: -36558404.000000 Penalty: 14677.364258
	Iteration 68Q: 3 clusters Score -3.65584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 151618 members 
Entering Unmasked Estep 
Score: -36558432.000000 Penalty: 14677.364258
	Iteration 69Q: 3 clusters Score -3.655843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 151616 members 
Entering Unmasked Estep 
Score: -36558440.000000 Penalty: 14677.364258
	Iteration 70Q: 3 clusters Score -3.655844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 151622 members 
Entering Unmasked Estep 
Score: -36558416.000000 Penalty: 14677.364258
	Iteration 71Q: 3 clusters Score -3.655842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 151623 members 
Entering Unmasked Estep 
Score: -36558424.000000 Penalty: 14677.364258
	Iteration 72Q: 3 clusters Score -3.655842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 151628 members 
Entering Unmasked Estep 
Score: -36558444.000000 Penalty: 14677.364258
	Iteration 73Q: 3 clusters Score -3.655844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 151634 members 
Entering Unmasked Estep 
Score: -36558460.000000 Penalty: 14677.364258
	Iteration 74Q: 3 clusters Score -3.655846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 151633 members 
Entering Unmasked Estep 
Score: -36558460.000000 Penalty: 14677.364258
	Iteration 75Q: 3 clusters Score -3.655846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 151640 members 
Entering Unmasked Estep 
Score: -36558440.000000 Penalty: 14677.364258
	Iteration 76Q: 3 clusters Score -3.655844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 151642 members 
Entering Unmasked Estep 
Score: -36558424.000000 Penalty: 14677.364258
	Iteration 77Q: 3 clusters Score -3.655842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 151639 members 
Entering Unmasked Estep 
Score: -36558420.000000 Penalty: 14677.364258
	Iteration 78Q: 3 clusters Score -3.655842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 151639 members 
Entering Unmasked Estep 
Score: -36558444.000000 Penalty: 14677.364258
	Iteration 79Q: 3 clusters Score -3.655844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 151640 members 
Entering Unmasked Estep 
Score: -36558432.000000 Penalty: 14677.364258
	Iteration 80F: 3 clusters Score -3.655843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 151639 members 
Entering Unmasked Estep 
Score: -36558456.000000 Penalty: 14677.364258
	Iteration 81Q: 3 clusters Score -3.655846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 151641 members 
Entering Unmasked Estep 
Score: -36558460.000000 Penalty: 14677.364258
	Iteration 82Q: 3 clusters Score -3.655846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 151643 members 
Entering Unmasked Estep 
Score: -36558428.000000 Penalty: 14677.364258
	Iteration 83Q: 3 clusters Score -3.655843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 151646 members 
Entering Unmasked Estep 
Score: -36558432.000000 Penalty: 14677.364258
	Iteration 84Q: 3 clusters Score -3.655843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 151646 members 
Entering Unmasked Estep 
Score: -36558448.000000 Penalty: 14677.364258
	Iteration 85Q: 3 clusters Score -3.655845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 151646 members 
Entering Unmasked Estep 
Score: -36558412.000000 Penalty: 14677.364258
	Iteration 86Q: 3 clusters Score -3.655841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 151645 members 
Entering Unmasked Estep 
Score: -36558416.000000 Penalty: 14677.364258
	Iteration 87Q: 3 clusters Score -3.655842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 151644 members 
Entering Unmasked Estep 
Score: -36558428.000000 Penalty: 14677.364258
	Iteration 88Q: 3 clusters Score -3.655843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 151643 members 
Entering Unmasked Estep 
Score: -36558428.000000 Penalty: 14677.364258
	Iteration 89Q: 3 clusters Score -3.655843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 151643 members 
Entering Unmasked Estep 
Score: -36558416.000000 Penalty: 14677.364258
	Iteration 90Q: 3 clusters Score -3.655842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 151642 members 
Entering Unmasked Estep 
Score: -36558408.000000 Penalty: 14677.364258
	Iteration 91Q: 3 clusters Score -3.655841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 151644 members 
Entering Unmasked Estep 
Score: -36558404.000000 Penalty: 14677.364258
	Iteration 92Q: 3 clusters Score -3.65584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 151645 members 
Entering Unmasked Estep 
Score: -36558420.000000 Penalty: 14677.364258
	Iteration 93Q: 3 clusters Score -3.655842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 151647 members 
Entering Unmasked Estep 
Score: -36558408.000000 Penalty: 14677.364258
	Iteration 94Q: 3 clusters Score -3.655841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 151647 members 
Entering Unmasked Estep 
Score: -36558416.000000 Penalty: 14677.364258
	Iteration 95Q: 3 clusters Score -3.655842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 151648 members 
Entering Unmasked Estep 
Score: -36558416.000000 Penalty: 14677.364258
	Iteration 96Q: 3 clusters Score -3.655842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 151649 members 
Entering Unmasked Estep 
Score: -36558412.000000 Penalty: 14677.364258
	Iteration 97Q: 3 clusters Score -3.655841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 151652 members 
Entering Unmasked Estep 
Score: -36558408.000000 Penalty: 14677.364258
	Iteration 98Q: 3 clusters Score -3.655841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 151652 members 
Entering Unmasked Estep 
Score: -36558408.000000 Penalty: 14677.364258
	Iteration 99F: 3 clusters Score -3.655841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 142562 members 
Mstep: Class 3 contains 32996 members 
Mstep: Class 4 contains 45144 members 
Mstep: Class 5 contains 61227 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 17794 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 37719 members 
Mstep: Class 11 contains 127141 members 
Mstep: Class 12 contains 85846 members 
Mstep: Class 13 contains 14737 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 15 contains 12180 members 
Mstep: Class 16 contains 8123 members 
Mstep: Class 17 contains 79397 members 
Mstep: Class 18 contains 21559 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 73713 members 
Mstep: Class 21 contains 118559 members 
Mstep: Class 22 contains 122672 members 
Mstep: Class 23 contains 8451 members 
Mstep: Class 24 contains 151652 members 
Entering Unmasked Estep 
Score: -272349376.000000 Penalty: 205980.281250
Splitting cluster 16 changes total score from -272345312.000000 to -272349376.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (79397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79397 members 
Entering Unmasked Estep 
Score: -18136094.000000 Penalty: 6910.357422
	Iteration 0F: 2 clusters Score -1.813609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -18081752.000000 Penalty: 13820.714844
	Iteration 0F: 3 clusters Score -1.808175e+07 nChanged 35904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -18101272.000000 Penalty: 13820.714844
	Iteration 1F: 3 clusters Score -1.810127e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -18102402.000000 Penalty: 13820.714844
	Iteration 2Q: 3 clusters Score -1.81024e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -18103610.000000 Penalty: 13820.714844
	Iteration 3Q: 3 clusters Score -1.810361e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -18105258.000000 Penalty: 13820.714844
	Iteration 4Q: 3 clusters Score -1.810526e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -18107870.000000 Penalty: 13820.714844
	Iteration 5F: 3 clusters Score -1.810787e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -18112896.000000 Penalty: 13820.714844
	Iteration 6F: 3 clusters Score -1.81129e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -18121768.000000 Penalty: 13820.714844
	Iteration 7F: 3 clusters Score -1.812177e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -18132744.000000 Penalty: 13820.714844
	Iteration 8F: 3 clusters Score -1.813274e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -18139554.000000 Penalty: 13820.714844
	Iteration 9F: 3 clusters Score -1.813955e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -18142338.000000 Penalty: 13820.714844
	Iteration 10Q: 3 clusters Score -1.814234e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -18143774.000000 Penalty: 13820.714844
	Iteration 11Q: 3 clusters Score -1.814377e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -18144616.000000 Penalty: 13820.714844
	Iteration 12Q: 3 clusters Score -1.814462e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -18145310.000000 Penalty: 13820.714844
	Iteration 13Q: 3 clusters Score -1.814531e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -18145824.000000 Penalty: 13820.714844
	Iteration 14Q: 3 clusters Score -1.814582e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -18146084.000000 Penalty: 13820.714844
	Iteration 15Q: 3 clusters Score -1.814608e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -18146210.000000 Penalty: 13820.714844
	Iteration 16Q: 3 clusters Score -1.814621e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -18146272.000000 Penalty: 13820.714844
	Iteration 17Q: 3 clusters Score -1.814627e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -18146330.000000 Penalty: 13820.714844
	Iteration 18Q: 3 clusters Score -1.814633e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -18146422.000000 Penalty: 13820.714844
	Iteration 19Q: 3 clusters Score -1.814642e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -18146444.000000 Penalty: 13820.714844
	Iteration 20F: 3 clusters Score -1.814644e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -18146430.000000 Penalty: 13820.714844
	Iteration 21Q: 3 clusters Score -1.814643e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -18146410.000000 Penalty: 13820.714844
	Iteration 22Q: 3 clusters Score -1.814641e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -18146396.000000 Penalty: 13820.714844
	Iteration 23Q: 3 clusters Score -1.81464e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -18146382.000000 Penalty: 13820.714844
	Iteration 24Q: 3 clusters Score -1.814638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -18146352.000000 Penalty: 13820.714844
	Iteration 25Q: 3 clusters Score -1.814635e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -18146372.000000 Penalty: 13820.714844
	Iteration 26Q: 3 clusters Score -1.814637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -18146346.000000 Penalty: 13820.714844
	Iteration 27Q: 3 clusters Score -1.814635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -18146348.000000 Penalty: 13820.714844
	Iteration 28Q: 3 clusters Score -1.814635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -18146344.000000 Penalty: 13820.714844
	Iteration 29Q: 3 clusters Score -1.814634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -18146360.000000 Penalty: 13820.714844
	Iteration 30Q: 3 clusters Score -1.814636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -18146356.000000 Penalty: 13820.714844
	Iteration 31Q: 3 clusters Score -1.814636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -18146346.000000 Penalty: 13820.714844
	Iteration 32Q: 3 clusters Score -1.814635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -18146338.000000 Penalty: 13820.714844
	Iteration 33Q: 3 clusters Score -1.814634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -18146360.000000 Penalty: 13820.714844
	Iteration 34Q: 3 clusters Score -1.814636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -18146358.000000 Penalty: 13820.714844
	Iteration 35Q: 3 clusters Score -1.814636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -18146368.000000 Penalty: 13820.714844
	Iteration 36Q: 3 clusters Score -1.814637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -18146354.000000 Penalty: 13820.714844
	Iteration 37Q: 3 clusters Score -1.814635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -18146368.000000 Penalty: 13820.714844
	Iteration 38Q: 3 clusters Score -1.814637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -18146374.000000 Penalty: 13820.714844
	Iteration 39Q: 3 clusters Score -1.814637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -18146378.000000 Penalty: 13820.714844
	Iteration 40F: 3 clusters Score -1.814638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 142562 members 
Mstep: Class 3 contains 32996 members 
Mstep: Class 4 contains 45144 members 
Mstep: Class 5 contains 61227 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 17794 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 37719 members 
Mstep: Class 11 contains 127141 members 
Mstep: Class 12 contains 85846 members 
Mstep: Class 13 contains 14737 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 15 contains 12180 members 
Mstep: Class 16 contains 8123 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 21559 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 73713 members 
Mstep: Class 21 contains 118559 members 
Mstep: Class 22 contains 122672 members 
Mstep: Class 23 contains 8451 members 
Mstep: Class 24 contains 151652 members 
Mstep: Class 25 contains 54156 members 
Entering Unmasked Estep 
Score: -272358976.000000 Penalty: 214562.796875
Splitting cluster 17 changes total score from -272345312.000000 to -272358976.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -4784756.500000 Penalty: 6111.861328
	Iteration 0F: 2 clusters Score -4784756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -4767374.500000 Penalty: 12223.722656
	Iteration 0F: 3 clusters Score -4767374 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4772635.000000 Penalty: 12223.722656
	Iteration 1F: 3 clusters Score -4772635 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4774151.000000 Penalty: 12223.722656
	Iteration 2F: 3 clusters Score -4774151 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -4775371.000000 Penalty: 12223.722656
	Iteration 3F: 3 clusters Score -4775371 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -4776334.500000 Penalty: 12223.722656
	Iteration 4F: 3 clusters Score -4776334 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4777084.500000 Penalty: 12223.722656
	Iteration 5F: 3 clusters Score -4777084 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4777817.000000 Penalty: 12223.722656
	Iteration 6Q: 3 clusters Score -4777817 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -4778572.000000 Penalty: 12223.722656
	Iteration 7Q: 3 clusters Score -4778572 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -4779401.000000 Penalty: 12223.722656
	Iteration 8Q: 3 clusters Score -4779401 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4780344.500000 Penalty: 12223.722656
	Iteration 9Q: 3 clusters Score -4780344 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4781373.500000 Penalty: 12223.722656
	Iteration 10Q: 3 clusters Score -4781374 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -4782458.500000 Penalty: 12223.722656
	Iteration 11Q: 3 clusters Score -4782458 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4783517.500000 Penalty: 12223.722656
	Iteration 12Q: 3 clusters Score -4783518 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -4784454.000000 Penalty: 12223.722656
	Iteration 13Q: 3 clusters Score -4784454 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -4785085.000000 Penalty: 12223.722656
	Iteration 14Q: 3 clusters Score -4785085 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -4785379.500000 Penalty: 12223.722656
	Iteration 15Q: 3 clusters Score -4785380 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -4785496.500000 Penalty: 12223.722656
	Iteration 16Q: 3 clusters Score -4785496 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -4785547.000000 Penalty: 12223.722656
	Iteration 17Q: 3 clusters Score -4785547 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -4785572.000000 Penalty: 12223.722656
	Iteration 18Q: 3 clusters Score -4785572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4785578.500000 Penalty: 12223.722656
	Iteration 19Q: 3 clusters Score -4785578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4785591.000000 Penalty: 12223.722656
	Iteration 20F: 3 clusters Score -4785591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4785605.500000 Penalty: 12223.722656
	Iteration 21Q: 3 clusters Score -4785606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4785621.500000 Penalty: 12223.722656
	Iteration 22Q: 3 clusters Score -4785622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4785611.000000 Penalty: 12223.722656
	Iteration 23Q: 3 clusters Score -4785611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -4785614.000000 Penalty: 12223.722656
	Iteration 24Q: 3 clusters Score -4785614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4785615.000000 Penalty: 12223.722656
	Iteration 25Q: 3 clusters Score -4785615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4785621.000000 Penalty: 12223.722656
	Iteration 26Q: 3 clusters Score -4785621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4785620.000000 Penalty: 12223.722656
	Iteration 27Q: 3 clusters Score -4785620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4785614.500000 Penalty: 12223.722656
	Iteration 28Q: 3 clusters Score -4785614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4785614.500000 Penalty: 12223.722656
	Iteration 29F: 3 clusters Score -4785614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 142562 members 
Mstep: Class 3 contains 32996 members 
Mstep: Class 4 contains 45144 members 
Mstep: Class 5 contains 61227 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 17794 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 37719 members 
Mstep: Class 11 contains 127141 members 
Mstep: Class 12 contains 85846 members 
Mstep: Class 13 contains 14737 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 15 contains 12180 members 
Mstep: Class 16 contains 8123 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 73713 members 
Mstep: Class 21 contains 118559 members 
Mstep: Class 22 contains 122672 members 
Mstep: Class 23 contains 8451 members 
Mstep: Class 24 contains 151652 members 
Mstep: Class 25 contains 54156 members 
Mstep: Class 26 contains 15325 members 
Entering Unmasked Estep 
Score: -272356096.000000 Penalty: 223145.312500
Splitting cluster 18 changes total score from -272345312.000000 to -272356096.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -597194.500000 Penalty: 4866.435547
	Iteration 0F: 2 clusters Score -597194.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -592304.937500 Penalty: 9732.871094
	Iteration 0F: 3 clusters Score -592304.9 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -595222.062500 Penalty: 9732.871094
	Iteration 1F: 3 clusters Score -595222.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -598285.875000 Penalty: 9732.871094
	Iteration 2F: 3 clusters Score -598285.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -599796.750000 Penalty: 9732.871094
	Iteration 3F: 3 clusters Score -599796.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -600082.375000 Penalty: 9732.871094
	Iteration 4Q: 3 clusters Score -600082.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -600127.437500 Penalty: 9732.871094
	Iteration 5Q: 3 clusters Score -600127.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -600148.437500 Penalty: 9732.871094
	Iteration 6Q: 3 clusters Score -600148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -600154.250000 Penalty: 9732.871094
	Iteration 7Q: 3 clusters Score -600154.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -600154.250000 Penalty: 9732.871094
	Iteration 8F: 3 clusters Score -600154.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 142562 members 
Mstep: Class 3 contains 32996 members 
Mstep: Class 4 contains 45144 members 
Mstep: Class 5 contains 61227 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 17794 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 37719 members 
Mstep: Class 11 contains 127141 members 
Mstep: Class 12 contains 85846 members 
Mstep: Class 13 contains 14737 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 15 contains 12180 members 
Mstep: Class 16 contains 8123 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 2329 members 
Mstep: Class 20 contains 73713 members 
Mstep: Class 21 contains 118559 members 
Mstep: Class 22 contains 122672 members 
Mstep: Class 23 contains 8451 members 
Mstep: Class 24 contains 151652 members 
Mstep: Class 25 contains 54156 members 
Mstep: Class 26 contains 15325 members 
Mstep: Class 27 contains 493 members 
Entering Unmasked Estep 
Score: -272357344.000000 Penalty: 231727.812500
Splitting cluster 19 changes total score from -272345312.000000 to -272357344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (73713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Entering Unmasked Estep 
Score: -16719935.000000 Penalty: 6864.859863
	Iteration 0F: 2 clusters Score -1.671994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -16668976.000000 Penalty: 13729.719727
	Iteration 0F: 3 clusters Score -1.666898e+07 nChanged 33179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -16686797.000000 Penalty: 13729.719727
	Iteration 1F: 3 clusters Score -1.66868e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -16687631.000000 Penalty: 13729.719727
	Iteration 2Q: 3 clusters Score -1.668763e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -16688522.000000 Penalty: 13729.719727
	Iteration 3Q: 3 clusters Score -1.668852e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -16689326.000000 Penalty: 13729.719727
	Iteration 4Q: 3 clusters Score -1.668933e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -16690392.000000 Penalty: 13729.719727
	Iteration 5Q: 3 clusters Score -1.669039e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -16691609.000000 Penalty: 13729.719727
	Iteration 6Q: 3 clusters Score -1.669161e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -16693367.000000 Penalty: 13729.719727
	Iteration 7Q: 3 clusters Score -1.669337e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -16695948.000000 Penalty: 13729.719727
	Iteration 8F: 3 clusters Score -1.669595e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -16699251.000000 Penalty: 13729.719727
	Iteration 9F: 3 clusters Score -1.669925e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -16703302.000000 Penalty: 13729.719727
	Iteration 10F: 3 clusters Score -1.67033e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -16707077.000000 Penalty: 13729.719727
	Iteration 11F: 3 clusters Score -1.670708e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -16709838.000000 Penalty: 13729.719727
	Iteration 12Q: 3 clusters Score -1.670984e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -16711679.000000 Penalty: 13729.719727
	Iteration 13Q: 3 clusters Score -1.671168e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -16712755.000000 Penalty: 13729.719727
	Iteration 14Q: 3 clusters Score -1.671276e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -16713367.000000 Penalty: 13729.719727
	Iteration 15Q: 3 clusters Score -1.671337e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -16713732.000000 Penalty: 13729.719727
	Iteration 16Q: 3 clusters Score -1.671373e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -16713877.000000 Penalty: 13729.719727
	Iteration 17Q: 3 clusters Score -1.671388e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 69371 members 
Entering Unmasked Estep 
Score: -16714006.000000 Penalty: 13729.719727
	Iteration 18Q: 3 clusters Score -1.671401e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -16714067.000000 Penalty: 13729.719727
	Iteration 19Q: 3 clusters Score -1.671407e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -16714150.000000 Penalty: 13729.719727
	Iteration 20F: 3 clusters Score -1.671415e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -16714232.000000 Penalty: 13729.719727
	Iteration 21Q: 3 clusters Score -1.671423e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -16714296.000000 Penalty: 13729.719727
	Iteration 22Q: 3 clusters Score -1.67143e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -16714350.000000 Penalty: 13729.719727
	Iteration 23Q: 3 clusters Score -1.671435e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -16714400.000000 Penalty: 13729.719727
	Iteration 24Q: 3 clusters Score -1.67144e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -16714448.000000 Penalty: 13729.719727
	Iteration 25Q: 3 clusters Score -1.671445e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -16714508.000000 Penalty: 13729.719727
	Iteration 26Q: 3 clusters Score -1.671451e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -16714518.000000 Penalty: 13729.719727
	Iteration 27Q: 3 clusters Score -1.671452e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -16714579.000000 Penalty: 13729.719727
	Iteration 28Q: 3 clusters Score -1.671458e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -16714638.000000 Penalty: 13729.719727
	Iteration 29Q: 3 clusters Score -1.671464e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -16714660.000000 Penalty: 13729.719727
	Iteration 30Q: 3 clusters Score -1.671466e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -16714687.000000 Penalty: 13729.719727
	Iteration 31Q: 3 clusters Score -1.671469e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 70595 members 
Entering Unmasked Estep 
Score: -16714713.000000 Penalty: 13729.719727
	Iteration 32Q: 3 clusters Score -1.671471e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -16714778.000000 Penalty: 13729.719727
	Iteration 33Q: 3 clusters Score -1.671478e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -16714814.000000 Penalty: 13729.719727
	Iteration 34Q: 3 clusters Score -1.671481e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -16714826.000000 Penalty: 13729.719727
	Iteration 35Q: 3 clusters Score -1.671483e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -16714850.000000 Penalty: 13729.719727
	Iteration 36Q: 3 clusters Score -1.671485e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -16714862.000000 Penalty: 13729.719727
	Iteration 37Q: 3 clusters Score -1.671486e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -16714898.000000 Penalty: 13729.719727
	Iteration 38Q: 3 clusters Score -1.67149e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -16714906.000000 Penalty: 13729.719727
	Iteration 39Q: 3 clusters Score -1.671491e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -16714903.000000 Penalty: 13729.719727
	Iteration 40F: 3 clusters Score -1.67149e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -16714946.000000 Penalty: 13729.719727
	Iteration 41Q: 3 clusters Score -1.671495e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -16714935.000000 Penalty: 13729.719727
	Iteration 42Q: 3 clusters Score -1.671494e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -16714950.000000 Penalty: 13729.719727
	Iteration 43Q: 3 clusters Score -1.671495e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -16714994.000000 Penalty: 13729.719727
	Iteration 44Q: 3 clusters Score -1.671499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -16715027.000000 Penalty: 13729.719727
	Iteration 45Q: 3 clusters Score -1.671503e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -16715039.000000 Penalty: 13729.719727
	Iteration 46Q: 3 clusters Score -1.671504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -16715034.000000 Penalty: 13729.719727
	Iteration 47Q: 3 clusters Score -1.671503e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -16715050.000000 Penalty: 13729.719727
	Iteration 48Q: 3 clusters Score -1.671505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -16715066.000000 Penalty: 13729.719727
	Iteration 49Q: 3 clusters Score -1.671507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -16715061.000000 Penalty: 13729.719727
	Iteration 50Q: 3 clusters Score -1.671506e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -16715055.000000 Penalty: 13729.719727
	Iteration 51Q: 3 clusters Score -1.671506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 70983 members 
Entering Unmasked Estep 
Score: -16715063.000000 Penalty: 13729.719727
	Iteration 52Q: 3 clusters Score -1.671506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -16715066.000000 Penalty: 13729.719727
	Iteration 53Q: 3 clusters Score -1.671507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -16715079.000000 Penalty: 13729.719727
	Iteration 54Q: 3 clusters Score -1.671508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -16715081.000000 Penalty: 13729.719727
	Iteration 55Q: 3 clusters Score -1.671508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -16715092.000000 Penalty: 13729.719727
	Iteration 56Q: 3 clusters Score -1.671509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -16715085.000000 Penalty: 13729.719727
	Iteration 57Q: 3 clusters Score -1.671508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -16715087.000000 Penalty: 13729.719727
	Iteration 58Q: 3 clusters Score -1.671509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -16715076.000000 Penalty: 13729.719727
	Iteration 59Q: 3 clusters Score -1.671508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -16715080.000000 Penalty: 13729.719727
	Iteration 60F: 3 clusters Score -1.671508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -16715074.000000 Penalty: 13729.719727
	Iteration 61Q: 3 clusters Score -1.671507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -16715072.000000 Penalty: 13729.719727
	Iteration 62Q: 3 clusters Score -1.671507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -16715072.000000 Penalty: 13729.719727
	Iteration 63Q: 3 clusters Score -1.671507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -16715064.000000 Penalty: 13729.719727
	Iteration 64Q: 3 clusters Score -1.671506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -16715064.000000 Penalty: 13729.719727
	Iteration 65F: 3 clusters Score -1.671506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (118559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118559 members 
Entering Unmasked Estep 
Score: -26931178.000000 Penalty: 7155.938965
	Iteration 0F: 2 clusters Score -2.693118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -26850770.000000 Penalty: 14311.877930
	Iteration 0F: 3 clusters Score -2.685077e+07 nChanged 54395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -26881120.000000 Penalty: 14311.877930
	Iteration 1F: 3 clusters Score -2.688112e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -26882468.000000 Penalty: 14311.877930
	Iteration 2Q: 3 clusters Score -2.688247e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -26883632.000000 Penalty: 14311.877930
	Iteration 3Q: 3 clusters Score -2.688363e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -26884790.000000 Penalty: 14311.877930
	Iteration 4Q: 3 clusters Score -2.688479e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -26885938.000000 Penalty: 14311.877930
	Iteration 5Q: 3 clusters Score -2.688594e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -26887050.000000 Penalty: 14311.877930
	Iteration 6Q: 3 clusters Score -2.688705e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -26888274.000000 Penalty: 14311.877930
	Iteration 7Q: 3 clusters Score -2.688827e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -26889626.000000 Penalty: 14311.877930
	Iteration 8Q: 3 clusters Score -2.688963e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -26891386.000000 Penalty: 14311.877930
	Iteration 9Q: 3 clusters Score -2.689139e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -26893490.000000 Penalty: 14311.877930
	Iteration 10Q: 3 clusters Score -2.689349e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -26895764.000000 Penalty: 14311.877930
	Iteration 11Q: 3 clusters Score -2.689576e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 78106 members 
Entering Unmasked Estep 
Score: -26898628.000000 Penalty: 14311.877930
	Iteration 12Q: 3 clusters Score -2.689863e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -26901572.000000 Penalty: 14311.877930
	Iteration 13Q: 3 clusters Score -2.690157e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 87975 members 
Entering Unmasked Estep 
Score: -26904782.000000 Penalty: 14311.877930
	Iteration 14Q: 3 clusters Score -2.690478e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 93148 members 
Entering Unmasked Estep 
Score: -26908260.000000 Penalty: 14311.877930
	Iteration 15Q: 3 clusters Score -2.690826e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -26911786.000000 Penalty: 14311.877930
	Iteration 16Q: 3 clusters Score -2.691179e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -26914898.000000 Penalty: 14311.877930
	Iteration 17Q: 3 clusters Score -2.69149e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 106501 members 
Entering Unmasked Estep 
Score: -26917628.000000 Penalty: 14311.877930
	Iteration 18Q: 3 clusters Score -2.691763e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -26919814.000000 Penalty: 14311.877930
	Iteration 19Q: 3 clusters Score -2.691981e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 111701 members 
Entering Unmasked Estep 
Score: -26921342.000000 Penalty: 14311.877930
	Iteration 20F: 3 clusters Score -2.692134e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 113222 members 
Entering Unmasked Estep 
Score: -26922454.000000 Penalty: 14311.877930
	Iteration 21Q: 3 clusters Score -2.692245e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 114271 members 
Entering Unmasked Estep 
Score: -26923138.000000 Penalty: 14311.877930
	Iteration 22Q: 3 clusters Score -2.692314e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -26923626.000000 Penalty: 14311.877930
	Iteration 23Q: 3 clusters Score -2.692363e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -26923940.000000 Penalty: 14311.877930
	Iteration 24Q: 3 clusters Score -2.692394e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 115835 members 
Entering Unmasked Estep 
Score: -26924116.000000 Penalty: 14311.877930
	Iteration 25Q: 3 clusters Score -2.692412e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
Score: -26924334.000000 Penalty: 14311.877930
	Iteration 26Q: 3 clusters Score -2.692433e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 116274 members 
Entering Unmasked Estep 
Score: -26924434.000000 Penalty: 14311.877930
	Iteration 27Q: 3 clusters Score -2.692443e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 116425 members 
Entering Unmasked Estep 
Score: -26924582.000000 Penalty: 14311.877930
	Iteration 28Q: 3 clusters Score -2.692458e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 116549 members 
Entering Unmasked Estep 
Score: -26924664.000000 Penalty: 14311.877930
	Iteration 29Q: 3 clusters Score -2.692466e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 116624 members 
Entering Unmasked Estep 
Score: -26924722.000000 Penalty: 14311.877930
	Iteration 30Q: 3 clusters Score -2.692472e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 116675 members 
Entering Unmasked Estep 
Score: -26924736.000000 Penalty: 14311.877930
	Iteration 31Q: 3 clusters Score -2.692474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 116715 members 
Entering Unmasked Estep 
Score: -26924780.000000 Penalty: 14311.877930
	Iteration 32Q: 3 clusters Score -2.692478e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 116751 members 
Entering Unmasked Estep 
Score: -26924794.000000 Penalty: 14311.877930
	Iteration 33Q: 3 clusters Score -2.692479e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -26924812.000000 Penalty: 14311.877930
	Iteration 34Q: 3 clusters Score -2.692481e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 116820 members 
Entering Unmasked Estep 
Score: -26924890.000000 Penalty: 14311.877930
	Iteration 35Q: 3 clusters Score -2.692489e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 116857 members 
Entering Unmasked Estep 
Score: -26924880.000000 Penalty: 14311.877930
	Iteration 36Q: 3 clusters Score -2.692488e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -26924878.000000 Penalty: 14311.877930
	Iteration 37Q: 3 clusters Score -2.692488e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 116937 members 
Entering Unmasked Estep 
Score: -26924900.000000 Penalty: 14311.877930
	Iteration 38Q: 3 clusters Score -2.69249e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -26924910.000000 Penalty: 14311.877930
	Iteration 39Q: 3 clusters Score -2.692491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 116986 members 
Entering Unmasked Estep 
Score: -26924920.000000 Penalty: 14311.877930
	Iteration 40F: 3 clusters Score -2.692492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 117003 members 
Entering Unmasked Estep 
Score: -26924924.000000 Penalty: 14311.877930
	Iteration 41Q: 3 clusters Score -2.692492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -26924934.000000 Penalty: 14311.877930
	Iteration 42Q: 3 clusters Score -2.692493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 117034 members 
Entering Unmasked Estep 
Score: -26924932.000000 Penalty: 14311.877930
	Iteration 43Q: 3 clusters Score -2.692493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 117052 members 
Entering Unmasked Estep 
Score: -26924926.000000 Penalty: 14311.877930
	Iteration 44Q: 3 clusters Score -2.692493e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 117068 members 
Entering Unmasked Estep 
Score: -26924918.000000 Penalty: 14311.877930
	Iteration 45Q: 3 clusters Score -2.692492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 117077 members 
Entering Unmasked Estep 
Score: -26924932.000000 Penalty: 14311.877930
	Iteration 46Q: 3 clusters Score -2.692493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 117095 members 
Entering Unmasked Estep 
Score: -26924968.000000 Penalty: 14311.877930
	Iteration 47Q: 3 clusters Score -2.692497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -26924974.000000 Penalty: 14311.877930
	Iteration 48Q: 3 clusters Score -2.692497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 117105 members 
Entering Unmasked Estep 
Score: -26924982.000000 Penalty: 14311.877930
	Iteration 49Q: 3 clusters Score -2.692498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 117107 members 
Entering Unmasked Estep 
Score: -26924964.000000 Penalty: 14311.877930
	Iteration 50Q: 3 clusters Score -2.692496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 117114 members 
Entering Unmasked Estep 
Score: -26924960.000000 Penalty: 14311.877930
	Iteration 51Q: 3 clusters Score -2.692496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 117122 members 
Entering Unmasked Estep 
Score: -26924950.000000 Penalty: 14311.877930
	Iteration 52Q: 3 clusters Score -2.692495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 117131 members 
Entering Unmasked Estep 
Score: -26924966.000000 Penalty: 14311.877930
	Iteration 53Q: 3 clusters Score -2.692497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 117143 members 
Entering Unmasked Estep 
Score: -26924972.000000 Penalty: 14311.877930
	Iteration 54Q: 3 clusters Score -2.692497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 117149 members 
Entering Unmasked Estep 
Score: -26924974.000000 Penalty: 14311.877930
	Iteration 55Q: 3 clusters Score -2.692497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 117161 members 
Entering Unmasked Estep 
Score: -26924976.000000 Penalty: 14311.877930
	Iteration 56Q: 3 clusters Score -2.692498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 117167 members 
Entering Unmasked Estep 
Score: -26924966.000000 Penalty: 14311.877930
	Iteration 57Q: 3 clusters Score -2.692497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -26924976.000000 Penalty: 14311.877930
	Iteration 58Q: 3 clusters Score -2.692498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -26924970.000000 Penalty: 14311.877930
	Iteration 59Q: 3 clusters Score -2.692497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 117187 members 
Entering Unmasked Estep 
Score: -26924982.000000 Penalty: 14311.877930
	Iteration 60F: 3 clusters Score -2.692498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 117191 members 
Entering Unmasked Estep 
Score: -26924982.000000 Penalty: 14311.877930
	Iteration 61Q: 3 clusters Score -2.692498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 117195 members 
Entering Unmasked Estep 
Score: -26924988.000000 Penalty: 14311.877930
	Iteration 62Q: 3 clusters Score -2.692499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -26924998.000000 Penalty: 14311.877930
	Iteration 63Q: 3 clusters Score -2.6925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -26924996.000000 Penalty: 14311.877930
	Iteration 64Q: 3 clusters Score -2.6925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 117200 members 
Entering Unmasked Estep 
Score: -26924974.000000 Penalty: 14311.877930
	Iteration 65Q: 3 clusters Score -2.692497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 117205 members 
Entering Unmasked Estep 
Score: -26924988.000000 Penalty: 14311.877930
	Iteration 66Q: 3 clusters Score -2.692499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 117211 members 
Entering Unmasked Estep 
Score: -26924988.000000 Penalty: 14311.877930
	Iteration 67Q: 3 clusters Score -2.692499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -26924990.000000 Penalty: 14311.877930
	Iteration 68Q: 3 clusters Score -2.692499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 117219 members 
Entering Unmasked Estep 
Score: -26924974.000000 Penalty: 14311.877930
	Iteration 69Q: 3 clusters Score -2.692497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 117226 members 
Entering Unmasked Estep 
Score: -26924982.000000 Penalty: 14311.877930
	Iteration 70Q: 3 clusters Score -2.692498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 117232 members 
Entering Unmasked Estep 
Score: -26924994.000000 Penalty: 14311.877930
	Iteration 71Q: 3 clusters Score -2.692499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -26924998.000000 Penalty: 14311.877930
	Iteration 72Q: 3 clusters Score -2.6925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -26924994.000000 Penalty: 14311.877930
	Iteration 73Q: 3 clusters Score -2.692499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 117246 members 
Entering Unmasked Estep 
Score: -26924996.000000 Penalty: 14311.877930
	Iteration 74Q: 3 clusters Score -2.6925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -26925000.000000 Penalty: 14311.877930
	Iteration 75Q: 3 clusters Score -2.6925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 117253 members 
Entering Unmasked Estep 
Score: -26924988.000000 Penalty: 14311.877930
	Iteration 76Q: 3 clusters Score -2.692499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 117254 members 
Entering Unmasked Estep 
Score: -26924998.000000 Penalty: 14311.877930
	Iteration 77Q: 3 clusters Score -2.6925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -26925006.000000 Penalty: 14311.877930
	Iteration 78Q: 3 clusters Score -2.692501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -26925006.000000 Penalty: 14311.877930
	Iteration 79F: 3 clusters Score -2.692501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (122672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122672 members 
Entering Unmasked Estep 
Score: -27624374.000000 Penalty: 7176.827148
	Iteration 0F: 2 clusters Score -2.762437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -27542310.000000 Penalty: 14353.654297
	Iteration 0F: 3 clusters Score -2.754231e+07 nChanged 56522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -27573866.000000 Penalty: 14353.654297
	Iteration 1F: 3 clusters Score -2.757387e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -27575288.000000 Penalty: 14353.654297
	Iteration 2Q: 3 clusters Score -2.757529e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -27576844.000000 Penalty: 14353.654297
	Iteration 3Q: 3 clusters Score -2.757684e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -27578490.000000 Penalty: 14353.654297
	Iteration 4Q: 3 clusters Score -2.757849e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -27580712.000000 Penalty: 14353.654297
	Iteration 5Q: 3 clusters Score -2.758071e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -27584078.000000 Penalty: 14353.654297
	Iteration 6F: 3 clusters Score -2.758408e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -27589018.000000 Penalty: 14353.654297
	Iteration 7F: 3 clusters Score -2.758902e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -27594626.000000 Penalty: 14353.654297
	Iteration 8F: 3 clusters Score -2.759463e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -27600428.000000 Penalty: 14353.654297
	Iteration 9F: 3 clusters Score -2.760043e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101924 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -27605642.000000 Penalty: 14353.654297
	Iteration 10F: 3 clusters Score -2.760564e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -27609694.000000 Penalty: 14353.654297
	Iteration 11Q: 3 clusters Score -2.760969e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110440 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -27612924.000000 Penalty: 14353.654297
	Iteration 12Q: 3 clusters Score -2.761292e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113081 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -27615164.000000 Penalty: 14353.654297
	Iteration 13Q: 3 clusters Score -2.761516e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114859 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -27616726.000000 Penalty: 14353.654297
	Iteration 14Q: 3 clusters Score -2.761673e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116026 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -27617794.000000 Penalty: 14353.654297
	Iteration 15Q: 3 clusters Score -2.761779e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116693 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -27618308.000000 Penalty: 14353.654297
	Iteration 16Q: 3 clusters Score -2.761831e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117167 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -27618778.000000 Penalty: 14353.654297
	Iteration 17Q: 3 clusters Score -2.761878e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117478 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -27619008.000000 Penalty: 14353.654297
	Iteration 18Q: 3 clusters Score -2.761901e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117729 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -27619188.000000 Penalty: 14353.654297
	Iteration 19Q: 3 clusters Score -2.761919e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117900 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -27619306.000000 Penalty: 14353.654297
	Iteration 20F: 3 clusters Score -2.761931e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118079 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -27619460.000000 Penalty: 14353.654297
	Iteration 21Q: 3 clusters Score -2.761946e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118213 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -27619512.000000 Penalty: 14353.654297
	Iteration 22Q: 3 clusters Score -2.761951e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118307 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -27619564.000000 Penalty: 14353.654297
	Iteration 23Q: 3 clusters Score -2.761956e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118387 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -27619612.000000 Penalty: 14353.654297
	Iteration 24Q: 3 clusters Score -2.761961e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118444 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -27619678.000000 Penalty: 14353.654297
	Iteration 25Q: 3 clusters Score -2.761968e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118507 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -27619754.000000 Penalty: 14353.654297
	Iteration 26Q: 3 clusters Score -2.761975e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118536 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -27619740.000000 Penalty: 14353.654297
	Iteration 27Q: 3 clusters Score -2.761974e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118565 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -27619772.000000 Penalty: 14353.654297
	Iteration 28Q: 3 clusters Score -2.761977e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118596 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -27619800.000000 Penalty: 14353.654297
	Iteration 29Q: 3 clusters Score -2.76198e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118626 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -27619830.000000 Penalty: 14353.654297
	Iteration 30Q: 3 clusters Score -2.761983e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118640 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -27619842.000000 Penalty: 14353.654297
	Iteration 31Q: 3 clusters Score -2.761984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118652 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -27619790.000000 Penalty: 14353.654297
	Iteration 32Q: 3 clusters Score -2.761979e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118672 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -27619826.000000 Penalty: 14353.654297
	Iteration 33Q: 3 clusters Score -2.761983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118688 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -27619808.000000 Penalty: 14353.654297
	Iteration 34Q: 3 clusters Score -2.761981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118701 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -27619804.000000 Penalty: 14353.654297
	Iteration 35Q: 3 clusters Score -2.76198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118701 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -27619800.000000 Penalty: 14353.654297
	Iteration 36Q: 3 clusters Score -2.76198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118704 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -27619792.000000 Penalty: 14353.654297
	Iteration 37Q: 3 clusters Score -2.761979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118708 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -27619802.000000 Penalty: 14353.654297
	Iteration 38Q: 3 clusters Score -2.76198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118713 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -27619800.000000 Penalty: 14353.654297
	Iteration 39Q: 3 clusters Score -2.76198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -27619808.000000 Penalty: 14353.654297
	Iteration 40F: 3 clusters Score -2.761981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 142562 members 
Mstep: Class 3 contains 32996 members 
Mstep: Class 4 contains 45144 members 
Mstep: Class 5 contains 61227 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 17794 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 37719 members 
Mstep: Class 11 contains 127141 members 
Mstep: Class 12 contains 85846 members 
Mstep: Class 13 contains 14737 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 16 contains 8123 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 2329 members 
Mstep: Class 20 contains 73713 members 
Mstep: Class 21 contains 118559 members 
Mstep: Class 22 contains 122672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272366304.000000 Penalty: 231727.812500
Iteration 39Q: 28 clusters Score -2.723663e+08 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 142319 members 
Mstep: Class 3 contains 33379 members 
Mstep: Class 4 contains 45704 members 
Mstep: Class 5 contains 62077 members 
Mstep: Class 6 contains 10547 members 
Mstep: Class 7 contains 16653 members 
Mstep: Class 8 contains 17990 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 127301 members 
Mstep: Class 12 contains 86532 members 
Mstep: Class 13 contains 14824 members 
Mstep: Class 14 contains 18500 members 
Mstep: Class 15 contains 11978 members 
Mstep: Class 16 contains 8628 members 
Mstep: Class 17 contains 25944 members 
Mstep: Class 18 contains 6565 members 
Mstep: Class 19 contains 2344 members 
Mstep: Class 20 contains 73932 members 
Mstep: Class 21 contains 118674 members 
Mstep: Class 22 contains 122403 members 
Mstep: Class 23 contains 8687 members 
Mstep: Class 24 contains 150088 members 
Mstep: Class 25 contains 51771 members 
Mstep: Class 26 contains 13902 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 27. Lose 7989.572754 but Gain 8582.500000
Score: -272378208.000000 Penalty: 223145.312500
Iteration 40F: 27 clusters Score -2.723782e+08 nChanged 16706
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 142000 members 
Mstep: Class 3 contains 32931 members 
Mstep: Class 4 contains 46254 members 
Mstep: Class 5 contains 61490 members 
Mstep: Class 6 contains 10266 members 
Mstep: Class 7 contains 16771 members 
Mstep: Class 8 contains 17853 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 38203 members 
Mstep: Class 11 contains 127268 members 
Mstep: Class 12 contains 84689 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 18279 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 8907 members 
Mstep: Class 17 contains 26362 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 20 contains 73358 members 
Mstep: Class 21 contains 117799 members 
Mstep: Class 22 contains 121684 members 
Mstep: Class 23 contains 10175 members 
Mstep: Class 24 contains 150777 members 
Mstep: Class 25 contains 53315 members 
Mstep: Class 26 contains 14083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272387680.000000 Penalty: 223145.312500
Iteration 41Q: 27 clusters Score -2.723877e+08 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 142052 members 
Mstep: Class 3 contains 32573 members 
Mstep: Class 4 contains 46829 members 
Mstep: Class 5 contains 61112 members 
Mstep: Class 6 contains 10091 members 
Mstep: Class 7 contains 16874 members 
Mstep: Class 8 contains 17752 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 38049 members 
Mstep: Class 11 contains 127127 members 
Mstep: Class 12 contains 83365 members 
Mstep: Class 13 contains 14832 members 
Mstep: Class 14 contains 18116 members 
Mstep: Class 15 contains 13305 members 
Mstep: Class 16 contains 9130 members 
Mstep: Class 17 contains 26935 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 72931 members 
Mstep: Class 21 contains 117433 members 
Mstep: Class 22 contains 120932 members 
Mstep: Class 23 contains 10994 members 
Mstep: Class 24 contains 150983 members 
Mstep: Class 25 contains 54305 members 
Mstep: Class 26 contains 14216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272391072.000000 Penalty: 223145.312500
Iteration 42Q: 27 clusters Score -2.723911e+08 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 142178 members 
Mstep: Class 3 contains 32335 members 
Mstep: Class 4 contains 47419 members 
Mstep: Class 5 contains 60890 members 
Mstep: Class 6 contains 9968 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 17697 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 37922 members 
Mstep: Class 11 contains 126898 members 
Mstep: Class 12 contains 82142 members 
Mstep: Class 13 contains 14845 members 
Mstep: Class 14 contains 18029 members 
Mstep: Class 15 contains 13704 members 
Mstep: Class 16 contains 9287 members 
Mstep: Class 17 contains 27477 members 
Mstep: Class 18 contains 7224 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 72517 members 
Mstep: Class 21 contains 117275 members 
Mstep: Class 22 contains 120167 members 
Mstep: Class 23 contains 11595 members 
Mstep: Class 24 contains 151057 members 
Mstep: Class 25 contains 55158 members 
Mstep: Class 26 contains 14323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272393024.000000 Penalty: 223145.312500
Iteration 43Q: 27 clusters Score -2.72393e+08 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 142329 members 
Mstep: Class 3 contains 32136 members 
Mstep: Class 4 contains 48045 members 
Mstep: Class 5 contains 60786 members 
Mstep: Class 6 contains 9870 members 
Mstep: Class 7 contains 17077 members 
Mstep: Class 8 contains 17662 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 37840 members 
Mstep: Class 11 contains 126653 members 
Mstep: Class 12 contains 81008 members 
Mstep: Class 13 contains 14842 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 14020 members 
Mstep: Class 16 contains 9413 members 
Mstep: Class 17 contains 27991 members 
Mstep: Class 18 contains 7382 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 72123 members 
Mstep: Class 21 contains 117152 members 
Mstep: Class 22 contains 119394 members 
Mstep: Class 23 contains 11991 members 
Mstep: Class 24 contains 151063 members 
Mstep: Class 25 contains 55977 members 
Mstep: Class 26 contains 14355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272394336.000000 Penalty: 223145.312500
Iteration 44Q: 27 clusters Score -2.723943e+08 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 142501 members 
Mstep: Class 3 contains 31985 members 
Mstep: Class 4 contains 48674 members 
Mstep: Class 5 contains 60767 members 
Mstep: Class 6 contains 9791 members 
Mstep: Class 7 contains 17171 members 
Mstep: Class 8 contains 17631 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 37785 members 
Mstep: Class 11 contains 126450 members 
Mstep: Class 12 contains 79853 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 18005 members 
Mstep: Class 15 contains 14276 members 
Mstep: Class 16 contains 9516 members 
Mstep: Class 17 contains 28406 members 
Mstep: Class 18 contains 7540 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 117058 members 
Mstep: Class 22 contains 118659 members 
Mstep: Class 23 contains 12269 members 
Mstep: Class 24 contains 151033 members 
Mstep: Class 25 contains 56745 members 
Mstep: Class 26 contains 14365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272395360.000000 Penalty: 223145.312500
Iteration 45Q: 27 clusters Score -2.723954e+08 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 142657 members 
Mstep: Class 3 contains 31885 members 
Mstep: Class 4 contains 49301 members 
Mstep: Class 5 contains 60759 members 
Mstep: Class 6 contains 9726 members 
Mstep: Class 7 contains 17275 members 
Mstep: Class 8 contains 17597 members 
Mstep: Class 9 contains 6811 members 
Mstep: Class 10 contains 37763 members 
Mstep: Class 11 contains 126228 members 
Mstep: Class 12 contains 78841 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 17998 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 9587 members 
Mstep: Class 17 contains 28754 members 
Mstep: Class 18 contains 7731 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71624 members 
Mstep: Class 21 contains 117023 members 
Mstep: Class 22 contains 117942 members 
Mstep: Class 23 contains 12449 members 
Mstep: Class 24 contains 151000 members 
Mstep: Class 25 contains 57408 members 
Mstep: Class 26 contains 14351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272396256.000000 Penalty: 223145.312500
Iteration 46Q: 27 clusters Score -2.723963e+08 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 142832 members 
Mstep: Class 3 contains 31824 members 
Mstep: Class 4 contains 49905 members 
Mstep: Class 5 contains 60776 members 
Mstep: Class 6 contains 9664 members 
Mstep: Class 7 contains 17360 members 
Mstep: Class 8 contains 17561 members 
Mstep: Class 9 contains 6754 members 
Mstep: Class 10 contains 37730 members 
Mstep: Class 11 contains 126060 members 
Mstep: Class 12 contains 77843 members 
Mstep: Class 13 contains 14792 members 
Mstep: Class 14 contains 17961 members 
Mstep: Class 15 contains 14690 members 
Mstep: Class 16 contains 9662 members 
Mstep: Class 17 contains 29008 members 
Mstep: Class 18 contains 7945 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71476 members 
Mstep: Class 21 contains 116994 members 
Mstep: Class 22 contains 117227 members 
Mstep: Class 23 contains 12581 members 
Mstep: Class 24 contains 150985 members 
Mstep: Class 25 contains 58023 members 
Mstep: Class 26 contains 14349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272397312.000000 Penalty: 223145.312500
Iteration 47Q: 27 clusters Score -2.723973e+08 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 142981 members 
Mstep: Class 3 contains 31774 members 
Mstep: Class 4 contains 50513 members 
Mstep: Class 5 contains 60801 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 17458 members 
Mstep: Class 8 contains 17546 members 
Mstep: Class 9 contains 6681 members 
Mstep: Class 10 contains 37713 members 
Mstep: Class 11 contains 125885 members 
Mstep: Class 12 contains 76944 members 
Mstep: Class 13 contains 14776 members 
Mstep: Class 14 contains 17973 members 
Mstep: Class 15 contains 14825 members 
Mstep: Class 16 contains 9726 members 
Mstep: Class 17 contains 29175 members 
Mstep: Class 18 contains 8166 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71372 members 
Mstep: Class 21 contains 117022 members 
Mstep: Class 22 contains 116474 members 
Mstep: Class 23 contains 12719 members 
Mstep: Class 24 contains 150937 members 
Mstep: Class 25 contains 58593 members 
Mstep: Class 26 contains 14344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272397568.000000 Penalty: 223145.312500
Iteration 48Q: 27 clusters Score -2.723976e+08 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 143097 members 
Mstep: Class 3 contains 31746 members 
Mstep: Class 4 contains 51126 members 
Mstep: Class 5 contains 60868 members 
Mstep: Class 6 contains 9553 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 17535 members 
Mstep: Class 9 contains 6600 members 
Mstep: Class 10 contains 37702 members 
Mstep: Class 11 contains 125717 members 
Mstep: Class 12 contains 76027 members 
Mstep: Class 13 contains 14757 members 
Mstep: Class 14 contains 17988 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 9777 members 
Mstep: Class 17 contains 29291 members 
Mstep: Class 18 contains 8379 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71335 members 
Mstep: Class 21 contains 117053 members 
Mstep: Class 22 contains 115712 members 
Mstep: Class 23 contains 12827 members 
Mstep: Class 24 contains 150873 members 
Mstep: Class 25 contains 59158 members 
Mstep: Class 26 contains 14346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272397888.000000 Penalty: 223145.312500
Iteration 49Q: 27 clusters Score -2.723979e+08 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 143213 members 
Mstep: Class 3 contains 31749 members 
Mstep: Class 4 contains 51721 members 
Mstep: Class 5 contains 60938 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 17738 members 
Mstep: Class 8 contains 17549 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 37682 members 
Mstep: Class 11 contains 125567 members 
Mstep: Class 12 contains 75198 members 
Mstep: Class 13 contains 14742 members 
Mstep: Class 14 contains 18026 members 
Mstep: Class 15 contains 15053 members 
Mstep: Class 16 contains 9833 members 
Mstep: Class 17 contains 29377 members 
Mstep: Class 18 contains 8558 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71301 members 
Mstep: Class 21 contains 117078 members 
Mstep: Class 22 contains 114963 members 
Mstep: Class 23 contains 12920 members 
Mstep: Class 24 contains 150757 members 
Mstep: Class 25 contains 59687 members 
Mstep: Class 26 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272398592.000000 Penalty: 223145.312500
Iteration 50Q: 27 clusters Score -2.723986e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 143324 members 
Mstep: Class 3 contains 31747 members 
Mstep: Class 4 contains 52348 members 
Mstep: Class 5 contains 61014 members 
Mstep: Class 6 contains 9458 members 
Mstep: Class 7 contains 17877 members 
Mstep: Class 8 contains 17551 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 37643 members 
Mstep: Class 11 contains 125405 members 
Mstep: Class 12 contains 74386 members 
Mstep: Class 13 contains 14745 members 
Mstep: Class 14 contains 18057 members 
Mstep: Class 15 contains 15140 members 
Mstep: Class 16 contains 9875 members 
Mstep: Class 17 contains 29454 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71306 members 
Mstep: Class 21 contains 117108 members 
Mstep: Class 22 contains 114185 members 
Mstep: Class 23 contains 13006 members 
Mstep: Class 24 contains 150682 members 
Mstep: Class 25 contains 60182 members 
Mstep: Class 26 contains 14372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272399040.000000 Penalty: 223145.312500
Iteration 51Q: 27 clusters Score -2.72399e+08 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 143432 members 
Mstep: Class 3 contains 31752 members 
Mstep: Class 4 contains 53011 members 
Mstep: Class 5 contains 61106 members 
Mstep: Class 6 contains 9419 members 
Mstep: Class 7 contains 18004 members 
Mstep: Class 8 contains 17551 members 
Mstep: Class 9 contains 6337 members 
Mstep: Class 10 contains 37599 members 
Mstep: Class 11 contains 125260 members 
Mstep: Class 12 contains 73635 members 
Mstep: Class 13 contains 14726 members 
Mstep: Class 14 contains 18090 members 
Mstep: Class 15 contains 15205 members 
Mstep: Class 16 contains 9911 members 
Mstep: Class 17 contains 29520 members 
Mstep: Class 18 contains 8836 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 71307 members 
Mstep: Class 21 contains 117183 members 
Mstep: Class 22 contains 113379 members 
Mstep: Class 23 contains 13078 members 
Mstep: Class 24 contains 150605 members 
Mstep: Class 25 contains 60635 members 
Mstep: Class 26 contains 14420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272400000.000000 Penalty: 223145.312500
Iteration 52Q: 27 clusters Score -2.724e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 143503 members 
Mstep: Class 3 contains 31774 members 
Mstep: Class 4 contains 53607 members 
Mstep: Class 5 contains 61162 members 
Mstep: Class 6 contains 9393 members 
Mstep: Class 7 contains 18136 members 
Mstep: Class 8 contains 17546 members 
Mstep: Class 9 contains 6265 members 
Mstep: Class 10 contains 37596 members 
Mstep: Class 11 contains 125138 members 
Mstep: Class 12 contains 72952 members 
Mstep: Class 13 contains 14718 members 
Mstep: Class 14 contains 18096 members 
Mstep: Class 15 contains 15274 members 
Mstep: Class 16 contains 9955 members 
Mstep: Class 17 contains 29564 members 
Mstep: Class 18 contains 8964 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 71329 members 
Mstep: Class 21 contains 117223 members 
Mstep: Class 22 contains 112667 members 
Mstep: Class 23 contains 13136 members 
Mstep: Class 24 contains 150505 members 
Mstep: Class 25 contains 61036 members 
Mstep: Class 26 contains 14461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272399872.000000 Penalty: 223145.312500
Iteration 53Q: 27 clusters Score -2.723999e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 143584 members 
Mstep: Class 3 contains 31783 members 
Mstep: Class 4 contains 54176 members 
Mstep: Class 5 contains 61246 members 
Mstep: Class 6 contains 9360 members 
Mstep: Class 7 contains 18275 members 
Mstep: Class 8 contains 17539 members 
Mstep: Class 9 contains 6199 members 
Mstep: Class 10 contains 37562 members 
Mstep: Class 11 contains 125051 members 
Mstep: Class 12 contains 72296 members 
Mstep: Class 13 contains 14717 members 
Mstep: Class 14 contains 18111 members 
Mstep: Class 15 contains 15320 members 
Mstep: Class 16 contains 9993 members 
Mstep: Class 17 contains 29598 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 71370 members 
Mstep: Class 21 contains 117258 members 
Mstep: Class 22 contains 111902 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 150427 members 
Mstep: Class 25 contains 61491 members 
Mstep: Class 26 contains 14483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272400000.000000 Penalty: 223145.312500
Iteration 54Q: 27 clusters Score -2.724e+08 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 143657 members 
Mstep: Class 3 contains 31818 members 
Mstep: Class 4 contains 54801 members 
Mstep: Class 5 contains 61331 members 
Mstep: Class 6 contains 9325 members 
Mstep: Class 7 contains 18420 members 
Mstep: Class 8 contains 17532 members 
Mstep: Class 9 contains 6158 members 
Mstep: Class 10 contains 37534 members 
Mstep: Class 11 contains 124967 members 
Mstep: Class 12 contains 71679 members 
Mstep: Class 13 contains 14703 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 15357 members 
Mstep: Class 16 contains 10022 members 
Mstep: Class 17 contains 29622 members 
Mstep: Class 18 contains 9163 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 71382 members 
Mstep: Class 21 contains 117298 members 
Mstep: Class 22 contains 111071 members 
Mstep: Class 23 contains 13229 members 
Mstep: Class 24 contains 150353 members 
Mstep: Class 25 contains 61900 members 
Mstep: Class 26 contains 14522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272400480.000000 Penalty: 223145.312500
Iteration 55Q: 27 clusters Score -2.724005e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 143729 members 
Mstep: Class 3 contains 31839 members 
Mstep: Class 4 contains 55383 members 
Mstep: Class 5 contains 61445 members 
Mstep: Class 6 contains 9292 members 
Mstep: Class 7 contains 18531 members 
Mstep: Class 8 contains 17530 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 37508 members 
Mstep: Class 11 contains 124912 members 
Mstep: Class 12 contains 71119 members 
Mstep: Class 13 contains 14695 members 
Mstep: Class 14 contains 18193 members 
Mstep: Class 15 contains 15390 members 
Mstep: Class 16 contains 10057 members 
Mstep: Class 17 contains 29635 members 
Mstep: Class 18 contains 9214 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 71379 members 
Mstep: Class 21 contains 117314 members 
Mstep: Class 22 contains 110266 members 
Mstep: Class 23 contains 13271 members 
Mstep: Class 24 contains 150285 members 
Mstep: Class 25 contains 62309 members 
Mstep: Class 26 contains 14569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272400896.000000 Penalty: 223145.312500
Iteration 56Q: 27 clusters Score -2.724009e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 143801 members 
Mstep: Class 3 contains 31862 members 
Mstep: Class 4 contains 55952 members 
Mstep: Class 5 contains 61558 members 
Mstep: Class 6 contains 9267 members 
Mstep: Class 7 contains 18637 members 
Mstep: Class 8 contains 17528 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 37469 members 
Mstep: Class 11 contains 124856 members 
Mstep: Class 12 contains 70537 members 
Mstep: Class 13 contains 14664 members 
Mstep: Class 14 contains 18253 members 
Mstep: Class 15 contains 15424 members 
Mstep: Class 16 contains 10085 members 
Mstep: Class 17 contains 29661 members 
Mstep: Class 18 contains 9245 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 71374 members 
Mstep: Class 21 contains 117319 members 
Mstep: Class 22 contains 109477 members 
Mstep: Class 23 contains 13319 members 
Mstep: Class 24 contains 150245 members 
Mstep: Class 25 contains 62726 members 
Mstep: Class 26 contains 14607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272400064.000000 Penalty: 223145.312500
Iteration 57Q: 27 clusters Score -2.724001e+08 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 143857 members 
Mstep: Class 3 contains 31876 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 61691 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 18726 members 
Mstep: Class 8 contains 17527 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 37424 members 
Mstep: Class 11 contains 124807 members 
Mstep: Class 12 contains 70015 members 
Mstep: Class 13 contains 14648 members 
Mstep: Class 14 contains 18313 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 10115 members 
Mstep: Class 17 contains 29681 members 
Mstep: Class 18 contains 9272 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71384 members 
Mstep: Class 21 contains 117318 members 
Mstep: Class 22 contains 108742 members 
Mstep: Class 23 contains 13367 members 
Mstep: Class 24 contains 150189 members 
Mstep: Class 25 contains 63134 members 
Mstep: Class 26 contains 14634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272400544.000000 Penalty: 223145.312500
Iteration 58Q: 27 clusters Score -2.724005e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 143897 members 
Mstep: Class 3 contains 31888 members 
Mstep: Class 4 contains 56963 members 
Mstep: Class 5 contains 61789 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 18821 members 
Mstep: Class 8 contains 17523 members 
Mstep: Class 9 contains 6126 members 
Mstep: Class 10 contains 37426 members 
Mstep: Class 11 contains 124757 members 
Mstep: Class 12 contains 69481 members 
Mstep: Class 13 contains 14629 members 
Mstep: Class 14 contains 18343 members 
Mstep: Class 15 contains 15477 members 
Mstep: Class 16 contains 10144 members 
Mstep: Class 17 contains 29705 members 
Mstep: Class 18 contains 9297 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71386 members 
Mstep: Class 21 contains 117313 members 
Mstep: Class 22 contains 108067 members 
Mstep: Class 23 contains 13397 members 
Mstep: Class 24 contains 150140 members 
Mstep: Class 25 contains 63534 members 
Mstep: Class 26 contains 14683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272400576.000000 Penalty: 223145.312500
Iteration 59Q: 27 clusters Score -2.724006e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 143946 members 
Mstep: Class 3 contains 31890 members 
Mstep: Class 4 contains 57434 members 
Mstep: Class 5 contains 61870 members 
Mstep: Class 6 contains 9203 members 
Mstep: Class 7 contains 18913 members 
Mstep: Class 8 contains 17524 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 37420 members 
Mstep: Class 11 contains 124729 members 
Mstep: Class 12 contains 68979 members 
Mstep: Class 13 contains 14612 members 
Mstep: Class 14 contains 18370 members 
Mstep: Class 15 contains 15505 members 
Mstep: Class 16 contains 10168 members 
Mstep: Class 17 contains 29719 members 
Mstep: Class 18 contains 9309 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71389 members 
Mstep: Class 21 contains 117310 members 
Mstep: Class 22 contains 107421 members 
Mstep: Class 23 contains 13426 members 
Mstep: Class 24 contains 150088 members 
Mstep: Class 25 contains 63930 members 
Mstep: Class 26 contains 14716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272401344.000000 Penalty: 223145.312500
Iteration 60F: 27 clusters Score -2.724013e+08 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 143983 members 
Mstep: Class 3 contains 31919 members 
Mstep: Class 4 contains 57890 members 
Mstep: Class 5 contains 61916 members 
Mstep: Class 6 contains 9171 members 
Mstep: Class 7 contains 18986 members 
Mstep: Class 8 contains 17529 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37401 members 
Mstep: Class 11 contains 124695 members 
Mstep: Class 12 contains 68456 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 18419 members 
Mstep: Class 15 contains 15528 members 
Mstep: Class 16 contains 10197 members 
Mstep: Class 17 contains 29735 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71388 members 
Mstep: Class 21 contains 117318 members 
Mstep: Class 22 contains 106776 members 
Mstep: Class 23 contains 13507 members 
Mstep: Class 24 contains 150044 members 
Mstep: Class 25 contains 64292 members 
Mstep: Class 26 contains 14729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272401472.000000 Penalty: 223145.312500
Iteration 61Q: 27 clusters Score -2.724015e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 144020 members 
Mstep: Class 3 contains 31933 members 
Mstep: Class 4 contains 58300 members 
Mstep: Class 5 contains 61972 members 
Mstep: Class 6 contains 9157 members 
Mstep: Class 7 contains 19067 members 
Mstep: Class 8 contains 17536 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37370 members 
Mstep: Class 11 contains 124655 members 
Mstep: Class 12 contains 67978 members 
Mstep: Class 13 contains 14584 members 
Mstep: Class 14 contains 18461 members 
Mstep: Class 15 contains 15538 members 
Mstep: Class 16 contains 10227 members 
Mstep: Class 17 contains 29748 members 
Mstep: Class 18 contains 9443 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71377 members 
Mstep: Class 21 contains 117322 members 
Mstep: Class 22 contains 106206 members 
Mstep: Class 23 contains 13583 members 
Mstep: Class 24 contains 150000 members 
Mstep: Class 25 contains 64654 members 
Mstep: Class 26 contains 14738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272401088.000000 Penalty: 223145.312500
Iteration 62Q: 27 clusters Score -2.724011e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 144083 members 
Mstep: Class 3 contains 31954 members 
Mstep: Class 4 contains 58687 members 
Mstep: Class 5 contains 62026 members 
Mstep: Class 6 contains 9137 members 
Mstep: Class 7 contains 19127 members 
Mstep: Class 8 contains 17535 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 37335 members 
Mstep: Class 11 contains 124622 members 
Mstep: Class 12 contains 67552 members 
Mstep: Class 13 contains 14570 members 
Mstep: Class 14 contains 18505 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 10254 members 
Mstep: Class 17 contains 29761 members 
Mstep: Class 18 contains 9497 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71366 members 
Mstep: Class 21 contains 117327 members 
Mstep: Class 22 contains 105636 members 
Mstep: Class 23 contains 13639 members 
Mstep: Class 24 contains 149976 members 
Mstep: Class 25 contains 64981 members 
Mstep: Class 26 contains 14749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272401184.000000 Penalty: 223145.312500
Iteration 63Q: 27 clusters Score -2.724012e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 144134 members 
Mstep: Class 3 contains 31966 members 
Mstep: Class 4 contains 59067 members 
Mstep: Class 5 contains 62104 members 
Mstep: Class 6 contains 9113 members 
Mstep: Class 7 contains 19204 members 
Mstep: Class 8 contains 17537 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37312 members 
Mstep: Class 11 contains 124593 members 
Mstep: Class 12 contains 67118 members 
Mstep: Class 13 contains 14535 members 
Mstep: Class 14 contains 18563 members 
Mstep: Class 15 contains 15560 members 
Mstep: Class 16 contains 10280 members 
Mstep: Class 17 contains 29772 members 
Mstep: Class 18 contains 9541 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71352 members 
Mstep: Class 21 contains 117339 members 
Mstep: Class 22 contains 105067 members 
Mstep: Class 23 contains 13668 members 
Mstep: Class 24 contains 149971 members 
Mstep: Class 25 contains 65315 members 
Mstep: Class 26 contains 14762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272401632.000000 Penalty: 223145.312500
Iteration 64Q: 27 clusters Score -2.724016e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 144188 members 
Mstep: Class 3 contains 31984 members 
Mstep: Class 4 contains 59402 members 
Mstep: Class 5 contains 62197 members 
Mstep: Class 6 contains 9087 members 
Mstep: Class 7 contains 19268 members 
Mstep: Class 8 contains 17555 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 37277 members 
Mstep: Class 11 contains 124580 members 
Mstep: Class 12 contains 66701 members 
Mstep: Class 13 contains 14516 members 
Mstep: Class 14 contains 18593 members 
Mstep: Class 15 contains 15577 members 
Mstep: Class 16 contains 10299 members 
Mstep: Class 17 contains 29772 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 71358 members 
Mstep: Class 21 contains 117347 members 
Mstep: Class 22 contains 104568 members 
Mstep: Class 23 contains 13702 members 
Mstep: Class 24 contains 149948 members 
Mstep: Class 25 contains 65609 members 
Mstep: Class 26 contains 14768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272401536.000000 Penalty: 223145.312500
Iteration 65Q: 27 clusters Score -2.724015e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 144220 members 
Mstep: Class 3 contains 32002 members 
Mstep: Class 4 contains 59693 members 
Mstep: Class 5 contains 62282 members 
Mstep: Class 6 contains 9075 members 
Mstep: Class 7 contains 19355 members 
Mstep: Class 8 contains 17568 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37236 members 
Mstep: Class 11 contains 124551 members 
Mstep: Class 12 contains 66272 members 
Mstep: Class 13 contains 14483 members 
Mstep: Class 14 contains 18658 members 
Mstep: Class 15 contains 15596 members 
Mstep: Class 16 contains 10329 members 
Mstep: Class 17 contains 29775 members 
Mstep: Class 18 contains 9592 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71366 members 
Mstep: Class 21 contains 117333 members 
Mstep: Class 22 contains 104135 members 
Mstep: Class 23 contains 13749 members 
Mstep: Class 24 contains 149911 members 
Mstep: Class 25 contains 65920 members 
Mstep: Class 26 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272401984.000000 Penalty: 223145.312500
Iteration 66Q: 27 clusters Score -2.72402e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 144263 members 
Mstep: Class 3 contains 32018 members 
Mstep: Class 4 contains 59942 members 
Mstep: Class 5 contains 62363 members 
Mstep: Class 6 contains 9060 members 
Mstep: Class 7 contains 19433 members 
Mstep: Class 8 contains 17575 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 37184 members 
Mstep: Class 11 contains 124514 members 
Mstep: Class 12 contains 65870 members 
Mstep: Class 13 contains 14469 members 
Mstep: Class 14 contains 18713 members 
Mstep: Class 15 contains 15614 members 
Mstep: Class 16 contains 10346 members 
Mstep: Class 17 contains 29780 members 
Mstep: Class 18 contains 9612 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71387 members 
Mstep: Class 21 contains 117322 members 
Mstep: Class 22 contains 103745 members 
Mstep: Class 23 contains 13776 members 
Mstep: Class 24 contains 149879 members 
Mstep: Class 25 contains 66217 members 
Mstep: Class 26 contains 14795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272401728.000000 Penalty: 223145.312500
Iteration 67Q: 27 clusters Score -2.724017e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 144304 members 
Mstep: Class 3 contains 32034 members 
Mstep: Class 4 contains 60163 members 
Mstep: Class 5 contains 62401 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 19490 members 
Mstep: Class 8 contains 17574 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 37158 members 
Mstep: Class 11 contains 124492 members 
Mstep: Class 12 contains 65484 members 
Mstep: Class 13 contains 14443 members 
Mstep: Class 14 contains 18786 members 
Mstep: Class 15 contains 15635 members 
Mstep: Class 16 contains 10367 members 
Mstep: Class 17 contains 29781 members 
Mstep: Class 18 contains 9624 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71410 members 
Mstep: Class 21 contains 117323 members 
Mstep: Class 22 contains 103390 members 
Mstep: Class 23 contains 13794 members 
Mstep: Class 24 contains 149847 members 
Mstep: Class 25 contains 66511 members 
Mstep: Class 26 contains 14815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272401536.000000 Penalty: 223145.312500
Iteration 68Q: 27 clusters Score -2.724015e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 144340 members 
Mstep: Class 3 contains 32048 members 
Mstep: Class 4 contains 60370 members 
Mstep: Class 5 contains 62453 members 
Mstep: Class 6 contains 9031 members 
Mstep: Class 7 contains 19552 members 
Mstep: Class 8 contains 17575 members 
Mstep: Class 9 contains 6128 members 
Mstep: Class 10 contains 37142 members 
Mstep: Class 11 contains 124468 members 
Mstep: Class 12 contains 65143 members 
Mstep: Class 13 contains 14418 members 
Mstep: Class 14 contains 18826 members 
Mstep: Class 15 contains 15653 members 
Mstep: Class 16 contains 10377 members 
Mstep: Class 17 contains 29777 members 
Mstep: Class 18 contains 9633 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71431 members 
Mstep: Class 21 contains 117328 members 
Mstep: Class 22 contains 103073 members 
Mstep: Class 23 contains 13807 members 
Mstep: Class 24 contains 149819 members 
Mstep: Class 25 contains 66789 members 
Mstep: Class 26 contains 14827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272402304.000000 Penalty: 223145.312500
Iteration 69Q: 27 clusters Score -2.724023e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144368 members 
Mstep: Class 3 contains 32051 members 
Mstep: Class 4 contains 60549 members 
Mstep: Class 5 contains 62500 members 
Mstep: Class 6 contains 9024 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 8 contains 17573 members 
Mstep: Class 9 contains 6128 members 
Mstep: Class 10 contains 37119 members 
Mstep: Class 11 contains 124452 members 
Mstep: Class 12 contains 64815 members 
Mstep: Class 13 contains 14412 members 
Mstep: Class 14 contains 18849 members 
Mstep: Class 15 contains 15672 members 
Mstep: Class 16 contains 10390 members 
Mstep: Class 17 contains 29784 members 
Mstep: Class 18 contains 9638 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71443 members 
Mstep: Class 21 contains 117323 members 
Mstep: Class 22 contains 102769 members 
Mstep: Class 23 contains 13822 members 
Mstep: Class 24 contains 149820 members 
Mstep: Class 25 contains 67059 members 
Mstep: Class 26 contains 14847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272402336.000000 Penalty: 223145.312500
Iteration 70Q: 27 clusters Score -2.724023e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144384 members 
Mstep: Class 3 contains 32073 members 
Mstep: Class 4 contains 60715 members 
Mstep: Class 5 contains 62521 members 
Mstep: Class 6 contains 9010 members 
Mstep: Class 7 contains 19644 members 
Mstep: Class 8 contains 17583 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 37114 members 
Mstep: Class 11 contains 124427 members 
Mstep: Class 12 contains 64498 members 
Mstep: Class 13 contains 14402 members 
Mstep: Class 14 contains 18881 members 
Mstep: Class 15 contains 15681 members 
Mstep: Class 16 contains 10405 members 
Mstep: Class 17 contains 29790 members 
Mstep: Class 18 contains 9647 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71470 members 
Mstep: Class 21 contains 117341 members 
Mstep: Class 22 contains 102516 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 149793 members 
Mstep: Class 25 contains 67294 members 
Mstep: Class 26 contains 14867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272402464.000000 Penalty: 223145.312500
Iteration 71Q: 27 clusters Score -2.724025e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144404 members 
Mstep: Class 3 contains 32090 members 
Mstep: Class 4 contains 60866 members 
Mstep: Class 5 contains 62566 members 
Mstep: Class 6 contains 9002 members 
Mstep: Class 7 contains 19693 members 
Mstep: Class 8 contains 17598 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 37102 members 
Mstep: Class 11 contains 124388 members 
Mstep: Class 12 contains 64169 members 
Mstep: Class 13 contains 14386 members 
Mstep: Class 14 contains 18907 members 
Mstep: Class 15 contains 15692 members 
Mstep: Class 16 contains 10421 members 
Mstep: Class 17 contains 29792 members 
Mstep: Class 18 contains 9652 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71489 members 
Mstep: Class 21 contains 117352 members 
Mstep: Class 22 contains 102292 members 
Mstep: Class 23 contains 13837 members 
Mstep: Class 24 contains 149767 members 
Mstep: Class 25 contains 67544 members 
Mstep: Class 26 contains 14871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272402144.000000 Penalty: 223145.312500
Iteration 72Q: 27 clusters Score -2.724021e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144418 members 
Mstep: Class 3 contains 32102 members 
Mstep: Class 4 contains 60987 members 
Mstep: Class 5 contains 62585 members 
Mstep: Class 6 contains 9001 members 
Mstep: Class 7 contains 19721 members 
Mstep: Class 8 contains 17600 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37101 members 
Mstep: Class 11 contains 124374 members 
Mstep: Class 12 contains 63862 members 
Mstep: Class 13 contains 14375 members 
Mstep: Class 14 contains 18940 members 
Mstep: Class 15 contains 15704 members 
Mstep: Class 16 contains 10428 members 
Mstep: Class 17 contains 29794 members 
Mstep: Class 18 contains 9662 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71508 members 
Mstep: Class 21 contains 117361 members 
Mstep: Class 22 contains 102089 members 
Mstep: Class 23 contains 13863 members 
Mstep: Class 24 contains 149731 members 
Mstep: Class 25 contains 67790 members 
Mstep: Class 26 contains 14883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272402848.000000 Penalty: 223145.312500
Iteration 73Q: 27 clusters Score -2.724028e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144433 members 
Mstep: Class 3 contains 32121 members 
Mstep: Class 4 contains 61109 members 
Mstep: Class 5 contains 62647 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 19776 members 
Mstep: Class 8 contains 17602 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37091 members 
Mstep: Class 11 contains 124350 members 
Mstep: Class 12 contains 63543 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 18964 members 
Mstep: Class 15 contains 15713 members 
Mstep: Class 16 contains 10435 members 
Mstep: Class 17 contains 29793 members 
Mstep: Class 18 contains 9672 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71529 members 
Mstep: Class 21 contains 117370 members 
Mstep: Class 22 contains 101891 members 
Mstep: Class 23 contains 13878 members 
Mstep: Class 24 contains 149700 members 
Mstep: Class 25 contains 68036 members 
Mstep: Class 26 contains 14886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272402912.000000 Penalty: 223145.312500
Iteration 74Q: 27 clusters Score -2.724029e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144452 members 
Mstep: Class 3 contains 32137 members 
Mstep: Class 4 contains 61221 members 
Mstep: Class 5 contains 62696 members 
Mstep: Class 6 contains 8962 members 
Mstep: Class 7 contains 19829 members 
Mstep: Class 8 contains 17600 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 37088 members 
Mstep: Class 11 contains 124323 members 
Mstep: Class 12 contains 63249 members 
Mstep: Class 13 contains 14339 members 
Mstep: Class 14 contains 18969 members 
Mstep: Class 15 contains 15721 members 
Mstep: Class 16 contains 10438 members 
Mstep: Class 17 contains 29799 members 
Mstep: Class 18 contains 9677 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71552 members 
Mstep: Class 21 contains 117389 members 
Mstep: Class 22 contains 101720 members 
Mstep: Class 23 contains 13890 members 
Mstep: Class 24 contains 149688 members 
Mstep: Class 25 contains 68256 members 
Mstep: Class 26 contains 14883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272402560.000000 Penalty: 223145.312500
Iteration 75Q: 27 clusters Score -2.724026e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144479 members 
Mstep: Class 3 contains 32159 members 
Mstep: Class 4 contains 61314 members 
Mstep: Class 5 contains 62744 members 
Mstep: Class 6 contains 8949 members 
Mstep: Class 7 contains 19873 members 
Mstep: Class 8 contains 17600 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37063 members 
Mstep: Class 11 contains 124301 members 
Mstep: Class 12 contains 62965 members 
Mstep: Class 13 contains 14323 members 
Mstep: Class 14 contains 18980 members 
Mstep: Class 15 contains 15728 members 
Mstep: Class 16 contains 10443 members 
Mstep: Class 17 contains 29798 members 
Mstep: Class 18 contains 9676 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71585 members 
Mstep: Class 21 contains 117406 members 
Mstep: Class 22 contains 101575 members 
Mstep: Class 23 contains 13901 members 
Mstep: Class 24 contains 149674 members 
Mstep: Class 25 contains 68458 members 
Mstep: Class 26 contains 14885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272402752.000000 Penalty: 223145.312500
Iteration 76Q: 27 clusters Score -2.724028e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144494 members 
Mstep: Class 3 contains 32172 members 
Mstep: Class 4 contains 61379 members 
Mstep: Class 5 contains 62776 members 
Mstep: Class 6 contains 8940 members 
Mstep: Class 7 contains 19903 members 
Mstep: Class 8 contains 17594 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37048 members 
Mstep: Class 11 contains 124287 members 
Mstep: Class 12 contains 62711 members 
Mstep: Class 13 contains 14314 members 
Mstep: Class 14 contains 18999 members 
Mstep: Class 15 contains 15731 members 
Mstep: Class 16 contains 10452 members 
Mstep: Class 17 contains 29802 members 
Mstep: Class 18 contains 9672 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71605 members 
Mstep: Class 21 contains 117421 members 
Mstep: Class 22 contains 101447 members 
Mstep: Class 23 contains 13911 members 
Mstep: Class 24 contains 149657 members 
Mstep: Class 25 contains 68665 members 
Mstep: Class 26 contains 14899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272403008.000000 Penalty: 223145.312500
Iteration 77Q: 27 clusters Score -2.72403e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144508 members 
Mstep: Class 3 contains 32184 members 
Mstep: Class 4 contains 61421 members 
Mstep: Class 5 contains 62800 members 
Mstep: Class 6 contains 8930 members 
Mstep: Class 7 contains 19935 members 
Mstep: Class 8 contains 17584 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37039 members 
Mstep: Class 11 contains 124269 members 
Mstep: Class 12 contains 62485 members 
Mstep: Class 13 contains 14307 members 
Mstep: Class 14 contains 19003 members 
Mstep: Class 15 contains 15735 members 
Mstep: Class 16 contains 10460 members 
Mstep: Class 17 contains 29806 members 
Mstep: Class 18 contains 9677 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71614 members 
Mstep: Class 21 contains 117433 members 
Mstep: Class 22 contains 101371 members 
Mstep: Class 23 contains 13924 members 
Mstep: Class 24 contains 149629 members 
Mstep: Class 25 contains 68851 members 
Mstep: Class 26 contains 14914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272402816.000000 Penalty: 223145.312500
Iteration 78Q: 27 clusters Score -2.724028e+08 nChanged 716
Entering ConstructFrom: 
Score: -272402816.000000 Penalty: 223145.312500
Entering ConstructFrom: 
Trying to split cluster 1 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -191117.750000 Penalty: 4183.249023
	Iteration 0F: 2 clusters Score -191117.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -187409.875000 Penalty: 8366.498047
	Iteration 0F: 3 clusters Score -187409.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -187928.234375 Penalty: 8366.498047
	Iteration 1F: 3 clusters Score -187928.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -188234.828125 Penalty: 8366.498047
	Iteration 2F: 3 clusters Score -188234.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -188353.468750 Penalty: 8366.498047
	Iteration 3Q: 3 clusters Score -188353.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -188614.484375 Penalty: 8366.498047
	Iteration 4Q: 3 clusters Score -188614.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188802.015625 Penalty: 8366.498047
	Iteration 5Q: 3 clusters Score -188802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -188990.218750 Penalty: 8366.498047
	Iteration 6Q: 3 clusters Score -188990.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -189146.375000 Penalty: 8366.498047
	Iteration 7Q: 3 clusters Score -189146.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -189211.468750 Penalty: 8366.498047
	Iteration 8Q: 3 clusters Score -189211.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -189239.390625 Penalty: 8366.498047
	Iteration 9Q: 3 clusters Score -189239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -189243.515625 Penalty: 8366.498047
	Iteration 10Q: 3 clusters Score -189243.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189246.359375 Penalty: 8366.498047
	Iteration 11Q: 3 clusters Score -189246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189247.078125 Penalty: 8366.498047
	Iteration 12F: 3 clusters Score -189247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -189261.921875 Penalty: 8366.498047
	Iteration 13Q: 3 clusters Score -189261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -189269.343750 Penalty: 8366.498047
	Iteration 14Q: 3 clusters Score -189269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189275.062500 Penalty: 8366.498047
	Iteration 15Q: 3 clusters Score -189275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -189277.546875 Penalty: 8366.498047
	Iteration 16Q: 3 clusters Score -189277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189280.656250 Penalty: 8366.498047
	Iteration 17Q: 3 clusters Score -189280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189280.656250 Penalty: 8366.498047
	Iteration 18F: 3 clusters Score -189280.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (144519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144519 members 
Entering Unmasked Estep 
Score: -33002954.000000 Penalty: 7277.214355
	Iteration 0F: 2 clusters Score -3.300295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -32916346.000000 Penalty: 14554.428711
	Iteration 0F: 3 clusters Score -3.291635e+07 nChanged 67175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -32954676.000000 Penalty: 14554.428711
	Iteration 1F: 3 clusters Score -3.295468e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -32956116.000000 Penalty: 14554.428711
	Iteration 2Q: 3 clusters Score -3.295612e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -32957424.000000 Penalty: 14554.428711
	Iteration 3Q: 3 clusters Score -3.295742e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -32958546.000000 Penalty: 14554.428711
	Iteration 4Q: 3 clusters Score -3.295855e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -32960074.000000 Penalty: 14554.428711
	Iteration 5Q: 3 clusters Score -3.296007e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -32961556.000000 Penalty: 14554.428711
	Iteration 6Q: 3 clusters Score -3.296156e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -32963240.000000 Penalty: 14554.428711
	Iteration 7Q: 3 clusters Score -3.296324e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -32964740.000000 Penalty: 14554.428711
	Iteration 8Q: 3 clusters Score -3.296474e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -32966486.000000 Penalty: 14554.428711
	Iteration 9Q: 3 clusters Score -3.296649e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -32968258.000000 Penalty: 14554.428711
	Iteration 10Q: 3 clusters Score -3.296826e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 72398 members 
Entering Unmasked Estep 
Score: -32970132.000000 Penalty: 14554.428711
	Iteration 11Q: 3 clusters Score -3.297013e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -32972226.000000 Penalty: 14554.428711
	Iteration 12Q: 3 clusters Score -3.297223e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -32974588.000000 Penalty: 14554.428711
	Iteration 13Q: 3 clusters Score -3.297459e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73242 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -32977432.000000 Penalty: 14554.428711
	Iteration 14Q: 3 clusters Score -3.297743e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -32980124.000000 Penalty: 14554.428711
	Iteration 15Q: 3 clusters Score -3.298012e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -32982676.000000 Penalty: 14554.428711
	Iteration 16Q: 3 clusters Score -3.298268e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -32984620.000000 Penalty: 14554.428711
	Iteration 17Q: 3 clusters Score -3.298462e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -32986118.000000 Penalty: 14554.428711
	Iteration 18Q: 3 clusters Score -3.298612e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -32986876.000000 Penalty: 14554.428711
	Iteration 19Q: 3 clusters Score -3.298688e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -32987538.000000 Penalty: 14554.428711
	Iteration 20F: 3 clusters Score -3.298754e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -32988032.000000 Penalty: 14554.428711
	Iteration 21Q: 3 clusters Score -3.298803e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -32988372.000000 Penalty: 14554.428711
	Iteration 22Q: 3 clusters Score -3.298837e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -32988636.000000 Penalty: 14554.428711
	Iteration 23Q: 3 clusters Score -3.298864e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -32989036.000000 Penalty: 14554.428711
	Iteration 24Q: 3 clusters Score -3.298904e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -32989552.000000 Penalty: 14554.428711
	Iteration 25Q: 3 clusters Score -3.298955e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87616 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -32989778.000000 Penalty: 14554.428711
	Iteration 26Q: 3 clusters Score -3.298978e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -32990130.000000 Penalty: 14554.428711
	Iteration 27Q: 3 clusters Score -3.299013e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -32990578.000000 Penalty: 14554.428711
	Iteration 28Q: 3 clusters Score -3.299058e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92170 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -32990862.000000 Penalty: 14554.428711
	Iteration 29Q: 3 clusters Score -3.299086e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -32991220.000000 Penalty: 14554.428711
	Iteration 30Q: 3 clusters Score -3.299122e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -32991632.000000 Penalty: 14554.428711
	Iteration 31Q: 3 clusters Score -3.299163e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -32991882.000000 Penalty: 14554.428711
	Iteration 32Q: 3 clusters Score -3.299188e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -32992240.000000 Penalty: 14554.428711
	Iteration 33Q: 3 clusters Score -3.299224e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99976 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -32992584.000000 Penalty: 14554.428711
	Iteration 34Q: 3 clusters Score -3.299258e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -32992776.000000 Penalty: 14554.428711
	Iteration 35Q: 3 clusters Score -3.299278e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103109 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -32993046.000000 Penalty: 14554.428711
	Iteration 36Q: 3 clusters Score -3.299305e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -32993344.000000 Penalty: 14554.428711
	Iteration 37Q: 3 clusters Score -3.299334e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106228 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -32993682.000000 Penalty: 14554.428711
	Iteration 38Q: 3 clusters Score -3.299368e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107810 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -32994036.000000 Penalty: 14554.428711
	Iteration 39Q: 3 clusters Score -3.299404e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109452 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -32994480.000000 Penalty: 14554.428711
	Iteration 40F: 3 clusters Score -3.299448e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111142 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -32995068.000000 Penalty: 14554.428711
	Iteration 41Q: 3 clusters Score -3.299507e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112991 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -32995626.000000 Penalty: 14554.428711
	Iteration 42Q: 3 clusters Score -3.299563e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114946 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -32996248.000000 Penalty: 14554.428711
	Iteration 43Q: 3 clusters Score -3.299625e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116967 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -32996706.000000 Penalty: 14554.428711
	Iteration 44Q: 3 clusters Score -3.299671e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119050 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -32997126.000000 Penalty: 14554.428711
	Iteration 45Q: 3 clusters Score -3.299713e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121149 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -32997398.000000 Penalty: 14554.428711
	Iteration 46Q: 3 clusters Score -3.29974e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -32997694.000000 Penalty: 14554.428711
	Iteration 47Q: 3 clusters Score -3.299769e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125287 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -32997924.000000 Penalty: 14554.428711
	Iteration 48Q: 3 clusters Score -3.299792e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -32998222.000000 Penalty: 14554.428711
	Iteration 49Q: 3 clusters Score -3.299822e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128915 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -32998500.000000 Penalty: 14554.428711
	Iteration 50Q: 3 clusters Score -3.29985e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130524 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -32998818.000000 Penalty: 14554.428711
	Iteration 51Q: 3 clusters Score -3.299882e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132067 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -32998882.000000 Penalty: 14554.428711
	Iteration 52Q: 3 clusters Score -3.299888e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133364 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -32999122.000000 Penalty: 14554.428711
	Iteration 53Q: 3 clusters Score -3.299912e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134462 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -32999372.000000 Penalty: 14554.428711
	Iteration 54Q: 3 clusters Score -3.299937e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135398 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -32999594.000000 Penalty: 14554.428711
	Iteration 55Q: 3 clusters Score -3.299959e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136126 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -32999976.000000 Penalty: 14554.428711
	Iteration 56Q: 3 clusters Score -3.299998e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136724 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -33000402.000000 Penalty: 14554.428711
	Iteration 57Q: 3 clusters Score -3.30004e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137186 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -33000696.000000 Penalty: 14554.428711
	Iteration 58Q: 3 clusters Score -3.30007e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137542 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -33001148.000000 Penalty: 14554.428711
	Iteration 59Q: 3 clusters Score -3.300115e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137795 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -33001314.000000 Penalty: 14554.428711
	Iteration 60F: 3 clusters Score -3.300131e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -33001420.000000 Penalty: 14554.428711
	Iteration 61Q: 3 clusters Score -3.300142e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138093 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -33001508.000000 Penalty: 14554.428711
	Iteration 62Q: 3 clusters Score -3.300151e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138183 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -33001564.000000 Penalty: 14554.428711
	Iteration 63Q: 3 clusters Score -3.300156e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138249 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -33001528.000000 Penalty: 14554.428711
	Iteration 64Q: 3 clusters Score -3.300153e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138307 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -33001548.000000 Penalty: 14554.428711
	Iteration 65Q: 3 clusters Score -3.300155e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138346 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -33001558.000000 Penalty: 14554.428711
	Iteration 66Q: 3 clusters Score -3.300156e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138381 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -33001580.000000 Penalty: 14554.428711
	Iteration 67Q: 3 clusters Score -3.300158e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138405 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -33001564.000000 Penalty: 14554.428711
	Iteration 68Q: 3 clusters Score -3.300156e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138440 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -33001588.000000 Penalty: 14554.428711
	Iteration 69Q: 3 clusters Score -3.300159e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138465 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -33001586.000000 Penalty: 14554.428711
	Iteration 70Q: 3 clusters Score -3.300159e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138483 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -33001634.000000 Penalty: 14554.428711
	Iteration 71Q: 3 clusters Score -3.300163e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138499 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -33001634.000000 Penalty: 14554.428711
	Iteration 72Q: 3 clusters Score -3.300163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138506 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -33001636.000000 Penalty: 14554.428711
	Iteration 73Q: 3 clusters Score -3.300164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138516 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -33001616.000000 Penalty: 14554.428711
	Iteration 74Q: 3 clusters Score -3.300162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138523 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -33001596.000000 Penalty: 14554.428711
	Iteration 75Q: 3 clusters Score -3.30016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -33001578.000000 Penalty: 14554.428711
	Iteration 76Q: 3 clusters Score -3.300158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138538 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -33001560.000000 Penalty: 14554.428711
	Iteration 77Q: 3 clusters Score -3.300156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138543 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -33001570.000000 Penalty: 14554.428711
	Iteration 78Q: 3 clusters Score -3.300157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138547 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -33001598.000000 Penalty: 14554.428711
	Iteration 79Q: 3 clusters Score -3.30016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138549 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -33001608.000000 Penalty: 14554.428711
	Iteration 80F: 3 clusters Score -3.300161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Entering Unmasked Estep 
Score: -7406980.500000 Penalty: 6357.427734
	Iteration 0F: 2 clusters Score -7406980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -7382600.000000 Penalty: 12714.855469
	Iteration 0F: 3 clusters Score -7382600 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -7389946.000000 Penalty: 12714.855469
	Iteration 1F: 3 clusters Score -7389946 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -7390673.000000 Penalty: 12714.855469
	Iteration 2F: 3 clusters Score -7390673 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -7391165.000000 Penalty: 12714.855469
	Iteration 3Q: 3 clusters Score -7391165 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -7391524.500000 Penalty: 12714.855469
	Iteration 4Q: 3 clusters Score -7391524 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -7391778.000000 Penalty: 12714.855469
	Iteration 5Q: 3 clusters Score -7391778 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -7392039.500000 Penalty: 12714.855469
	Iteration 6Q: 3 clusters Score -7392040 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -7392281.000000 Penalty: 12714.855469
	Iteration 7Q: 3 clusters Score -7392281 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -7392588.500000 Penalty: 12714.855469
	Iteration 8Q: 3 clusters Score -7392588 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -7392956.500000 Penalty: 12714.855469
	Iteration 9Q: 3 clusters Score -7392956 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -7393435.500000 Penalty: 12714.855469
	Iteration 10Q: 3 clusters Score -7393436 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -7394014.000000 Penalty: 12714.855469
	Iteration 11Q: 3 clusters Score -7394014 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -7394871.000000 Penalty: 12714.855469
	Iteration 12Q: 3 clusters Score -7394871 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -7395862.500000 Penalty: 12714.855469
	Iteration 13Q: 3 clusters Score -7395862 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -7397093.500000 Penalty: 12714.855469
	Iteration 14Q: 3 clusters Score -7397094 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -7398283.000000 Penalty: 12714.855469
	Iteration 15Q: 3 clusters Score -7398283 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7399300.500000 Penalty: 12714.855469
	Iteration 16Q: 3 clusters Score -7399300 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7400031.500000 Penalty: 12714.855469
	Iteration 17Q: 3 clusters Score -7400032 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7400535.000000 Penalty: 12714.855469
	Iteration 18Q: 3 clusters Score -7400535 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7400824.500000 Penalty: 12714.855469
	Iteration 19Q: 3 clusters Score -7400824 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7401003.000000 Penalty: 12714.855469
	Iteration 20F: 3 clusters Score -7401003 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7401086.500000 Penalty: 12714.855469
	Iteration 21Q: 3 clusters Score -7401086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7401141.000000 Penalty: 12714.855469
	Iteration 22Q: 3 clusters Score -7401141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7401183.000000 Penalty: 12714.855469
	Iteration 23Q: 3 clusters Score -7401183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7401196.000000 Penalty: 12714.855469
	Iteration 24Q: 3 clusters Score -7401196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7401234.000000 Penalty: 12714.855469
	Iteration 25Q: 3 clusters Score -7401234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7401243.000000 Penalty: 12714.855469
	Iteration 26Q: 3 clusters Score -7401243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7401259.500000 Penalty: 12714.855469
	Iteration 27Q: 3 clusters Score -7401260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7401266.500000 Penalty: 12714.855469
	Iteration 28Q: 3 clusters Score -7401266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7401270.000000 Penalty: 12714.855469
	Iteration 29Q: 3 clusters Score -7401270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7401270.000000 Penalty: 12714.855469
	Iteration 30F: 3 clusters Score -7401270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (61474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Entering Unmasked Estep 
Score: -14054244.000000 Penalty: 6753.651855
	Iteration 0F: 2 clusters Score -1.405424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -14011321.000000 Penalty: 13507.303711
	Iteration 0F: 3 clusters Score -1.401132e+07 nChanged 27403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -14025973.000000 Penalty: 13507.303711
	Iteration 1F: 3 clusters Score -1.402597e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -14026897.000000 Penalty: 13507.303711
	Iteration 2Q: 3 clusters Score -1.40269e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -14027632.000000 Penalty: 13507.303711
	Iteration 3Q: 3 clusters Score -1.402763e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -14028342.000000 Penalty: 13507.303711
	Iteration 4Q: 3 clusters Score -1.402834e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -14028934.000000 Penalty: 13507.303711
	Iteration 5Q: 3 clusters Score -1.402893e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -14029629.000000 Penalty: 13507.303711
	Iteration 6Q: 3 clusters Score -1.402963e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -14030681.000000 Penalty: 13507.303711
	Iteration 7Q: 3 clusters Score -1.403068e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -14032123.000000 Penalty: 13507.303711
	Iteration 8Q: 3 clusters Score -1.403212e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -14034282.000000 Penalty: 13507.303711
	Iteration 9F: 3 clusters Score -1.403428e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -14037231.000000 Penalty: 13507.303711
	Iteration 10F: 3 clusters Score -1.403723e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -14040766.000000 Penalty: 13507.303711
	Iteration 11F: 3 clusters Score -1.404077e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -14043840.000000 Penalty: 13507.303711
	Iteration 12F: 3 clusters Score -1.404384e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -14045992.000000 Penalty: 13507.303711
	Iteration 13Q: 3 clusters Score -1.404599e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -14047046.000000 Penalty: 13507.303711
	Iteration 14Q: 3 clusters Score -1.404705e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -14047592.000000 Penalty: 13507.303711
	Iteration 15Q: 3 clusters Score -1.404759e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -14047868.000000 Penalty: 13507.303711
	Iteration 16Q: 3 clusters Score -1.404787e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -14048020.000000 Penalty: 13507.303711
	Iteration 17Q: 3 clusters Score -1.404802e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14048107.000000 Penalty: 13507.303711
	Iteration 18Q: 3 clusters Score -1.404811e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -14048158.000000 Penalty: 13507.303711
	Iteration 19Q: 3 clusters Score -1.404816e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -14048197.000000 Penalty: 13507.303711
	Iteration 20F: 3 clusters Score -1.40482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -14048219.000000 Penalty: 13507.303711
	Iteration 21Q: 3 clusters Score -1.404822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14048262.000000 Penalty: 13507.303711
	Iteration 22Q: 3 clusters Score -1.404826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -14048285.000000 Penalty: 13507.303711
	Iteration 23Q: 3 clusters Score -1.404828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -14048294.000000 Penalty: 13507.303711
	Iteration 24Q: 3 clusters Score -1.404829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14048293.000000 Penalty: 13507.303711
	Iteration 25Q: 3 clusters Score -1.404829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14048300.000000 Penalty: 13507.303711
	Iteration 26Q: 3 clusters Score -1.40483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14048309.000000 Penalty: 13507.303711
	Iteration 27Q: 3 clusters Score -1.404831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14048309.000000 Penalty: 13507.303711
	Iteration 28F: 3 clusters Score -1.404831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Entering Unmasked Estep 
Score: -13651268.000000 Penalty: 6766.888672
	Iteration 0F: 2 clusters Score -1.365127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -13607440.000000 Penalty: 13533.777344
	Iteration 0F: 3 clusters Score -1.360744e+07 nChanged 28053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -13623449.000000 Penalty: 13533.777344
	Iteration 1F: 3 clusters Score -1.362345e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -13625548.000000 Penalty: 13533.777344
	Iteration 2F: 3 clusters Score -1.362555e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -13628423.000000 Penalty: 13533.777344
	Iteration 3F: 3 clusters Score -1.362842e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -13631336.000000 Penalty: 13533.777344
	Iteration 4F: 3 clusters Score -1.363134e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -13634013.000000 Penalty: 13533.777344
	Iteration 5F: 3 clusters Score -1.363401e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -13636177.000000 Penalty: 13533.777344
	Iteration 6F: 3 clusters Score -1.363618e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -13637706.000000 Penalty: 13533.777344
	Iteration 7F: 3 clusters Score -1.363771e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -13638874.000000 Penalty: 13533.777344
	Iteration 8Q: 3 clusters Score -1.363887e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -13639952.000000 Penalty: 13533.777344
	Iteration 9Q: 3 clusters Score -1.363995e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -13641140.000000 Penalty: 13533.777344
	Iteration 10Q: 3 clusters Score -1.364114e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -13642299.000000 Penalty: 13533.777344
	Iteration 11Q: 3 clusters Score -1.36423e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -13643453.000000 Penalty: 13533.777344
	Iteration 12Q: 3 clusters Score -1.364345e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -13644578.000000 Penalty: 13533.777344
	Iteration 13Q: 3 clusters Score -1.364458e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -13645732.000000 Penalty: 13533.777344
	Iteration 14Q: 3 clusters Score -1.364573e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -13646691.000000 Penalty: 13533.777344
	Iteration 15Q: 3 clusters Score -1.364669e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -13647555.000000 Penalty: 13533.777344
	Iteration 16Q: 3 clusters Score -1.364756e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -13648239.000000 Penalty: 13533.777344
	Iteration 17Q: 3 clusters Score -1.364824e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -13648868.000000 Penalty: 13533.777344
	Iteration 18Q: 3 clusters Score -1.364887e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -13649293.000000 Penalty: 13533.777344
	Iteration 19Q: 3 clusters Score -1.364929e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -13649595.000000 Penalty: 13533.777344
	Iteration 20F: 3 clusters Score -1.36496e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -13649821.000000 Penalty: 13533.777344
	Iteration 21Q: 3 clusters Score -1.364982e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -13649996.000000 Penalty: 13533.777344
	Iteration 22Q: 3 clusters Score -1.365e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -13650141.000000 Penalty: 13533.777344
	Iteration 23Q: 3 clusters Score -1.365014e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -13650205.000000 Penalty: 13533.777344
	Iteration 24Q: 3 clusters Score -1.36502e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -13650226.000000 Penalty: 13533.777344
	Iteration 25Q: 3 clusters Score -1.365023e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -13650288.000000 Penalty: 13533.777344
	Iteration 26Q: 3 clusters Score -1.365029e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -13650314.000000 Penalty: 13533.777344
	Iteration 27Q: 3 clusters Score -1.365031e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -13650316.000000 Penalty: 13533.777344
	Iteration 28Q: 3 clusters Score -1.365032e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -13650321.000000 Penalty: 13533.777344
	Iteration 29Q: 3 clusters Score -1.365032e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -13650338.000000 Penalty: 13533.777344
	Iteration 30Q: 3 clusters Score -1.365034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -13650334.000000 Penalty: 13533.777344
	Iteration 31Q: 3 clusters Score -1.365033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -13650360.000000 Penalty: 13533.777344
	Iteration 32Q: 3 clusters Score -1.365036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -13650333.000000 Penalty: 13533.777344
	Iteration 33Q: 3 clusters Score -1.365033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -13650353.000000 Penalty: 13533.777344
	Iteration 34Q: 3 clusters Score -1.365035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -13650334.000000 Penalty: 13533.777344
	Iteration 35Q: 3 clusters Score -1.365033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -13650353.000000 Penalty: 13533.777344
	Iteration 36Q: 3 clusters Score -1.365035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -13650348.000000 Penalty: 13533.777344
	Iteration 37Q: 3 clusters Score -1.365035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -13650345.000000 Penalty: 13533.777344
	Iteration 38Q: 3 clusters Score -1.365034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -13650358.000000 Penalty: 13533.777344
	Iteration 39Q: 3 clusters Score -1.365036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -13650363.000000 Penalty: 13533.777344
	Iteration 40F: 3 clusters Score -1.365036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -13650365.000000 Penalty: 13533.777344
	Iteration 41Q: 3 clusters Score -1.365036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 59997 members 
Entering Unmasked Estep 
Score: -13650363.000000 Penalty: 13533.777344
	Iteration 42Q: 3 clusters Score -1.365036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -13650371.000000 Penalty: 13533.777344
	Iteration 43Q: 3 clusters Score -1.365037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -13650359.000000 Penalty: 13533.777344
	Iteration 44Q: 3 clusters Score -1.365036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -13650359.000000 Penalty: 13533.777344
	Iteration 45Q: 3 clusters Score -1.365036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -13650360.000000 Penalty: 13533.777344
	Iteration 46Q: 3 clusters Score -1.365036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -13650361.000000 Penalty: 13533.777344
	Iteration 47Q: 3 clusters Score -1.365036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -13650370.000000 Penalty: 13533.777344
	Iteration 48Q: 3 clusters Score -1.365037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -13650370.000000 Penalty: 13533.777344
	Iteration 49F: 3 clusters Score -1.365037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Entering Unmasked Estep 
Score: -1962977.500000 Penalty: 5571.125000
	Iteration 0F: 2 clusters Score -1962978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1953405.500000 Penalty: 11142.250000
	Iteration 0F: 3 clusters Score -1953406 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1955221.000000 Penalty: 11142.250000
	Iteration 1F: 3 clusters Score -1955221 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1955701.375000 Penalty: 11142.250000
	Iteration 2F: 3 clusters Score -1955701 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1956003.250000 Penalty: 11142.250000
	Iteration 3F: 3 clusters Score -1956003 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1956203.000000 Penalty: 11142.250000
	Iteration 4Q: 3 clusters Score -1956203 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1956363.375000 Penalty: 11142.250000
	Iteration 5Q: 3 clusters Score -1956363 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1956504.875000 Penalty: 11142.250000
	Iteration 6Q: 3 clusters Score -1956505 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1956627.875000 Penalty: 11142.250000
	Iteration 7Q: 3 clusters Score -1956628 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1956735.875000 Penalty: 11142.250000
	Iteration 8Q: 3 clusters Score -1956736 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1956859.500000 Penalty: 11142.250000
	Iteration 9Q: 3 clusters Score -1956860 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1956965.500000 Penalty: 11142.250000
	Iteration 10Q: 3 clusters Score -1956966 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1957066.000000 Penalty: 11142.250000
	Iteration 11Q: 3 clusters Score -1957066 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1957153.625000 Penalty: 11142.250000
	Iteration 12Q: 3 clusters Score -1957154 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1957229.625000 Penalty: 11142.250000
	Iteration 13Q: 3 clusters Score -1957230 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1957291.375000 Penalty: 11142.250000
	Iteration 14Q: 3 clusters Score -1957291 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1957352.375000 Penalty: 11142.250000
	Iteration 15Q: 3 clusters Score -1957352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1957413.500000 Penalty: 11142.250000
	Iteration 16Q: 3 clusters Score -1957414 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1957479.000000 Penalty: 11142.250000
	Iteration 17Q: 3 clusters Score -1957479 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1957540.875000 Penalty: 11142.250000
	Iteration 18Q: 3 clusters Score -1957541 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1957591.125000 Penalty: 11142.250000
	Iteration 19Q: 3 clusters Score -1957591 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1957647.625000 Penalty: 11142.250000
	Iteration 20F: 3 clusters Score -1957648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1957685.625000 Penalty: 11142.250000
	Iteration 21Q: 3 clusters Score -1957686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1957727.500000 Penalty: 11142.250000
	Iteration 22Q: 3 clusters Score -1957728 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1957775.500000 Penalty: 11142.250000
	Iteration 23Q: 3 clusters Score -1957776 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1957823.625000 Penalty: 11142.250000
	Iteration 24Q: 3 clusters Score -1957824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1957876.000000 Penalty: 11142.250000
	Iteration 25Q: 3 clusters Score -1957876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1957919.875000 Penalty: 11142.250000
	Iteration 26Q: 3 clusters Score -1957920 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1957976.000000 Penalty: 11142.250000
	Iteration 27Q: 3 clusters Score -1957976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1958021.375000 Penalty: 11142.250000
	Iteration 28Q: 3 clusters Score -1958021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1958062.125000 Penalty: 11142.250000
	Iteration 29Q: 3 clusters Score -1958062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1958088.125000 Penalty: 11142.250000
	Iteration 30Q: 3 clusters Score -1958088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1958115.250000 Penalty: 11142.250000
	Iteration 31Q: 3 clusters Score -1958115 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1958143.500000 Penalty: 11142.250000
	Iteration 32Q: 3 clusters Score -1958144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1958178.500000 Penalty: 11142.250000
	Iteration 33Q: 3 clusters Score -1958178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1958210.250000 Penalty: 11142.250000
	Iteration 34Q: 3 clusters Score -1958210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1958245.625000 Penalty: 11142.250000
	Iteration 35Q: 3 clusters Score -1958246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1958286.500000 Penalty: 11142.250000
	Iteration 36Q: 3 clusters Score -1958286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1958326.750000 Penalty: 11142.250000
	Iteration 37Q: 3 clusters Score -1958327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1958359.000000 Penalty: 11142.250000
	Iteration 38Q: 3 clusters Score -1958359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1958400.250000 Penalty: 11142.250000
	Iteration 39Q: 3 clusters Score -1958400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1958434.750000 Penalty: 11142.250000
	Iteration 40F: 3 clusters Score -1958435 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1958475.875000 Penalty: 11142.250000
	Iteration 41Q: 3 clusters Score -1958476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1958524.500000 Penalty: 11142.250000
	Iteration 42Q: 3 clusters Score -1958524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1958569.875000 Penalty: 11142.250000
	Iteration 43Q: 3 clusters Score -1958570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1958632.750000 Penalty: 11142.250000
	Iteration 44Q: 3 clusters Score -1958633 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1958686.125000 Penalty: 11142.250000
	Iteration 45Q: 3 clusters Score -1958686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1958720.000000 Penalty: 11142.250000
	Iteration 46Q: 3 clusters Score -1958720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1958755.875000 Penalty: 11142.250000
	Iteration 47Q: 3 clusters Score -1958756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1958781.125000 Penalty: 11142.250000
	Iteration 48Q: 3 clusters Score -1958781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1958811.625000 Penalty: 11142.250000
	Iteration 49Q: 3 clusters Score -1958812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1958830.125000 Penalty: 11142.250000
	Iteration 50Q: 3 clusters Score -1958830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1958857.250000 Penalty: 11142.250000
	Iteration 51Q: 3 clusters Score -1958857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1958877.125000 Penalty: 11142.250000
	Iteration 52Q: 3 clusters Score -1958877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1958899.250000 Penalty: 11142.250000
	Iteration 53Q: 3 clusters Score -1958899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1958924.375000 Penalty: 11142.250000
	Iteration 54Q: 3 clusters Score -1958924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1958955.000000 Penalty: 11142.250000
	Iteration 55Q: 3 clusters Score -1958955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1958963.500000 Penalty: 11142.250000
	Iteration 56Q: 3 clusters Score -1958964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1958977.375000 Penalty: 11142.250000
	Iteration 57Q: 3 clusters Score -1958977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1958990.250000 Penalty: 11142.250000
	Iteration 58Q: 3 clusters Score -1958990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1958995.875000 Penalty: 11142.250000
	Iteration 59Q: 3 clusters Score -1958996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1958998.500000 Penalty: 11142.250000
	Iteration 60F: 3 clusters Score -1958998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1959001.500000 Penalty: 11142.250000
	Iteration 61Q: 3 clusters Score -1959002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1959003.875000 Penalty: 11142.250000
	Iteration 62Q: 3 clusters Score -1959004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1959005.500000 Penalty: 11142.250000
	Iteration 63Q: 3 clusters Score -1959006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1959008.125000 Penalty: 11142.250000
	Iteration 64Q: 3 clusters Score -1959008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1959009.125000 Penalty: 11142.250000
	Iteration 65Q: 3 clusters Score -1959009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1959015.250000 Penalty: 11142.250000
	Iteration 66Q: 3 clusters Score -1959015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1959016.250000 Penalty: 11142.250000
	Iteration 67Q: 3 clusters Score -1959016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1959017.250000 Penalty: 11142.250000
	Iteration 68Q: 3 clusters Score -1959017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1959017.500000 Penalty: 11142.250000
	Iteration 69Q: 3 clusters Score -1959018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1959017.500000 Penalty: 11142.250000
	Iteration 70F: 3 clusters Score -1959018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Entering Unmasked Estep 
Score: -4450466.500000 Penalty: 6064.936035
	Iteration 0F: 2 clusters Score -4450466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -4434004.500000 Penalty: 12129.872070
	Iteration 0F: 3 clusters Score -4434004 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -4438174.000000 Penalty: 12129.872070
	Iteration 1F: 3 clusters Score -4438174 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -4438830.500000 Penalty: 12129.872070
	Iteration 2F: 3 clusters Score -4438830 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -4439282.500000 Penalty: 12129.872070
	Iteration 3Q: 3 clusters Score -4439282 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -4439641.000000 Penalty: 12129.872070
	Iteration 4Q: 3 clusters Score -4439641 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -4439956.000000 Penalty: 12129.872070
	Iteration 5Q: 3 clusters Score -4439956 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -4440221.000000 Penalty: 12129.872070
	Iteration 6Q: 3 clusters Score -4440221 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -4440457.000000 Penalty: 12129.872070
	Iteration 7Q: 3 clusters Score -4440457 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4440659.000000 Penalty: 12129.872070
	Iteration 8Q: 3 clusters Score -4440659 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -4440875.500000 Penalty: 12129.872070
	Iteration 9Q: 3 clusters Score -4440876 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -4441080.500000 Penalty: 12129.872070
	Iteration 10Q: 3 clusters Score -4441080 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -4441269.000000 Penalty: 12129.872070
	Iteration 11Q: 3 clusters Score -4441269 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -4441469.000000 Penalty: 12129.872070
	Iteration 12Q: 3 clusters Score -4441469 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -4441669.500000 Penalty: 12129.872070
	Iteration 13Q: 3 clusters Score -4441670 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -4441932.000000 Penalty: 12129.872070
	Iteration 14Q: 3 clusters Score -4441932 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -4442168.000000 Penalty: 12129.872070
	Iteration 15Q: 3 clusters Score -4442168 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -4442422.000000 Penalty: 12129.872070
	Iteration 16Q: 3 clusters Score -4442422 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4442692.500000 Penalty: 12129.872070
	Iteration 17Q: 3 clusters Score -4442692 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -4442972.500000 Penalty: 12129.872070
	Iteration 18Q: 3 clusters Score -4442972 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -4443227.000000 Penalty: 12129.872070
	Iteration 19Q: 3 clusters Score -4443227 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -4443480.000000 Penalty: 12129.872070
	Iteration 20F: 3 clusters Score -4443480 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -4443715.000000 Penalty: 12129.872070
	Iteration 21Q: 3 clusters Score -4443715 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4443923.000000 Penalty: 12129.872070
	Iteration 22Q: 3 clusters Score -4443923 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4444115.000000 Penalty: 12129.872070
	Iteration 23Q: 3 clusters Score -4444115 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4444299.000000 Penalty: 12129.872070
	Iteration 24Q: 3 clusters Score -4444299 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -4444483.000000 Penalty: 12129.872070
	Iteration 25Q: 3 clusters Score -4444483 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -4444587.000000 Penalty: 12129.872070
	Iteration 26Q: 3 clusters Score -4444587 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4444676.500000 Penalty: 12129.872070
	Iteration 27Q: 3 clusters Score -4444676 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -4444765.500000 Penalty: 12129.872070
	Iteration 28Q: 3 clusters Score -4444766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4444847.000000 Penalty: 12129.872070
	Iteration 29Q: 3 clusters Score -4444847 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4444902.500000 Penalty: 12129.872070
	Iteration 30Q: 3 clusters Score -4444902 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4444955.000000 Penalty: 12129.872070
	Iteration 31Q: 3 clusters Score -4444955 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4445008.500000 Penalty: 12129.872070
	Iteration 32Q: 3 clusters Score -4445008 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4445051.500000 Penalty: 12129.872070
	Iteration 33Q: 3 clusters Score -4445052 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4445101.000000 Penalty: 12129.872070
	Iteration 34Q: 3 clusters Score -4445101 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4445135.500000 Penalty: 12129.872070
	Iteration 35Q: 3 clusters Score -4445136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4445162.000000 Penalty: 12129.872070
	Iteration 36Q: 3 clusters Score -4445162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4445192.000000 Penalty: 12129.872070
	Iteration 37Q: 3 clusters Score -4445192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4445208.500000 Penalty: 12129.872070
	Iteration 38Q: 3 clusters Score -4445208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4445242.500000 Penalty: 12129.872070
	Iteration 39Q: 3 clusters Score -4445242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -4445260.500000 Penalty: 12129.872070
	Iteration 40F: 3 clusters Score -4445260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4445266.000000 Penalty: 12129.872070
	Iteration 41Q: 3 clusters Score -4445266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4445280.500000 Penalty: 12129.872070
	Iteration 42Q: 3 clusters Score -4445280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4445306.500000 Penalty: 12129.872070
	Iteration 43Q: 3 clusters Score -4445306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4445325.500000 Penalty: 12129.872070
	Iteration 44Q: 3 clusters Score -4445326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4445330.500000 Penalty: 12129.872070
	Iteration 45Q: 3 clusters Score -4445330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -4445331.000000 Penalty: 12129.872070
	Iteration 46Q: 3 clusters Score -4445331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4445339.500000 Penalty: 12129.872070
	Iteration 47Q: 3 clusters Score -4445340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -4445354.000000 Penalty: 12129.872070
	Iteration 48Q: 3 clusters Score -4445354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4445364.000000 Penalty: 12129.872070
	Iteration 49Q: 3 clusters Score -4445364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4445391.500000 Penalty: 12129.872070
	Iteration 50Q: 3 clusters Score -4445392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4445398.000000 Penalty: 12129.872070
	Iteration 51Q: 3 clusters Score -4445398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4445399.000000 Penalty: 12129.872070
	Iteration 52Q: 3 clusters Score -4445399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4445404.500000 Penalty: 12129.872070
	Iteration 53Q: 3 clusters Score -4445404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4445415.500000 Penalty: 12129.872070
	Iteration 54Q: 3 clusters Score -4445416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4445415.000000 Penalty: 12129.872070
	Iteration 55Q: 3 clusters Score -4445415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4445416.000000 Penalty: 12129.872070
	Iteration 56Q: 3 clusters Score -4445416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4445420.000000 Penalty: 12129.872070
	Iteration 57Q: 3 clusters Score -4445420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4445430.500000 Penalty: 12129.872070
	Iteration 58Q: 3 clusters Score -4445430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4445447.000000 Penalty: 12129.872070
	Iteration 59Q: 3 clusters Score -4445447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4445438.500000 Penalty: 12129.872070
	Iteration 60F: 3 clusters Score -4445438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4445449.000000 Penalty: 12129.872070
	Iteration 61Q: 3 clusters Score -4445449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4445455.000000 Penalty: 12129.872070
	Iteration 62Q: 3 clusters Score -4445455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4445462.000000 Penalty: 12129.872070
	Iteration 63Q: 3 clusters Score -4445462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4445466.000000 Penalty: 12129.872070
	Iteration 64Q: 3 clusters Score -4445466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4445461.500000 Penalty: 12129.872070
	Iteration 65Q: 3 clusters Score -4445462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4445469.000000 Penalty: 12129.872070
	Iteration 66Q: 3 clusters Score -4445469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4445482.500000 Penalty: 12129.872070
	Iteration 67Q: 3 clusters Score -4445482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4445492.000000 Penalty: 12129.872070
	Iteration 68Q: 3 clusters Score -4445492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4445496.000000 Penalty: 12129.872070
	Iteration 69Q: 3 clusters Score -4445496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4445501.500000 Penalty: 12129.872070
	Iteration 70Q: 3 clusters Score -4445502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4445513.500000 Penalty: 12129.872070
	Iteration 71Q: 3 clusters Score -4445514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4445515.000000 Penalty: 12129.872070
	Iteration 72Q: 3 clusters Score -4445515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4445522.000000 Penalty: 12129.872070
	Iteration 73Q: 3 clusters Score -4445522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4445519.500000 Penalty: 12129.872070
	Iteration 74Q: 3 clusters Score -4445520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4445533.000000 Penalty: 12129.872070
	Iteration 75Q: 3 clusters Score -4445533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4445535.500000 Penalty: 12129.872070
	Iteration 76Q: 3 clusters Score -4445536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4445540.000000 Penalty: 12129.872070
	Iteration 77Q: 3 clusters Score -4445540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4445543.000000 Penalty: 12129.872070
	Iteration 78Q: 3 clusters Score -4445543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4445543.000000 Penalty: 12129.872070
	Iteration 79Q: 3 clusters Score -4445543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4445547.000000 Penalty: 12129.872070
	Iteration 80F: 3 clusters Score -4445547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4445550.500000 Penalty: 12129.872070
	Iteration 81Q: 3 clusters Score -4445550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4445556.500000 Penalty: 12129.872070
	Iteration 82Q: 3 clusters Score -4445556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4445559.000000 Penalty: 12129.872070
	Iteration 83Q: 3 clusters Score -4445559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4445570.000000 Penalty: 12129.872070
	Iteration 84Q: 3 clusters Score -4445570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4445567.000000 Penalty: 12129.872070
	Iteration 85Q: 3 clusters Score -4445567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4445571.000000 Penalty: 12129.872070
	Iteration 86Q: 3 clusters Score -4445571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4445575.500000 Penalty: 12129.872070
	Iteration 87Q: 3 clusters Score -4445576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4445571.000000 Penalty: 12129.872070
	Iteration 88Q: 3 clusters Score -4445571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4445579.000000 Penalty: 12129.872070
	Iteration 89Q: 3 clusters Score -4445579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4445571.000000 Penalty: 12129.872070
	Iteration 90Q: 3 clusters Score -4445571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4445574.000000 Penalty: 12129.872070
	Iteration 91Q: 3 clusters Score -4445574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4445571.000000 Penalty: 12129.872070
	Iteration 92Q: 3 clusters Score -4445571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4445580.500000 Penalty: 12129.872070
	Iteration 93Q: 3 clusters Score -4445580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4445580.000000 Penalty: 12129.872070
	Iteration 94Q: 3 clusters Score -4445580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4445582.000000 Penalty: 12129.872070
	Iteration 95Q: 3 clusters Score -4445582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4445581.500000 Penalty: 12129.872070
	Iteration 96Q: 3 clusters Score -4445582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4445581.500000 Penalty: 12129.872070
	Iteration 97F: 3 clusters Score -4445582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -3859233.250000 Penalty: 5986.822266
	Iteration 0F: 2 clusters Score -3859233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -3844170.750000 Penalty: 11973.644531
	Iteration 0F: 3 clusters Score -3844171 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3848087.000000 Penalty: 11973.644531
	Iteration 1F: 3 clusters Score -3848087 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3848665.500000 Penalty: 11973.644531
	Iteration 2F: 3 clusters Score -3848666 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3849010.500000 Penalty: 11973.644531
	Iteration 3Q: 3 clusters Score -3849010 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3849249.750000 Penalty: 11973.644531
	Iteration 4Q: 3 clusters Score -3849250 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3849434.000000 Penalty: 11973.644531
	Iteration 5Q: 3 clusters Score -3849434 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3849574.500000 Penalty: 11973.644531
	Iteration 6Q: 3 clusters Score -3849574 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3849713.000000 Penalty: 11973.644531
	Iteration 7Q: 3 clusters Score -3849713 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3849828.750000 Penalty: 11973.644531
	Iteration 8Q: 3 clusters Score -3849829 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3849966.000000 Penalty: 11973.644531
	Iteration 9Q: 3 clusters Score -3849966 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3850082.500000 Penalty: 11973.644531
	Iteration 10Q: 3 clusters Score -3850082 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3850222.750000 Penalty: 11973.644531
	Iteration 11Q: 3 clusters Score -3850223 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3850334.250000 Penalty: 11973.644531
	Iteration 12Q: 3 clusters Score -3850334 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3850442.750000 Penalty: 11973.644531
	Iteration 13Q: 3 clusters Score -3850443 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3850528.250000 Penalty: 11973.644531
	Iteration 14Q: 3 clusters Score -3850528 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3850651.250000 Penalty: 11973.644531
	Iteration 15Q: 3 clusters Score -3850651 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -3850806.000000 Penalty: 11973.644531
	Iteration 16Q: 3 clusters Score -3850806 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3850943.250000 Penalty: 11973.644531
	Iteration 17Q: 3 clusters Score -3850943 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3851080.750000 Penalty: 11973.644531
	Iteration 18Q: 3 clusters Score -3851081 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3851224.000000 Penalty: 11973.644531
	Iteration 19Q: 3 clusters Score -3851224 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3851379.750000 Penalty: 11973.644531
	Iteration 20F: 3 clusters Score -3851380 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -3851497.000000 Penalty: 11973.644531
	Iteration 21Q: 3 clusters Score -3851497 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3851617.750000 Penalty: 11973.644531
	Iteration 22Q: 3 clusters Score -3851618 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3851753.500000 Penalty: 11973.644531
	Iteration 23Q: 3 clusters Score -3851754 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3851871.500000 Penalty: 11973.644531
	Iteration 24Q: 3 clusters Score -3851872 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3851989.500000 Penalty: 11973.644531
	Iteration 25Q: 3 clusters Score -3851990 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3852134.750000 Penalty: 11973.644531
	Iteration 26Q: 3 clusters Score -3852135 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3852244.000000 Penalty: 11973.644531
	Iteration 27Q: 3 clusters Score -3852244 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3852358.250000 Penalty: 11973.644531
	Iteration 28Q: 3 clusters Score -3852358 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3852505.000000 Penalty: 11973.644531
	Iteration 29Q: 3 clusters Score -3852505 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3852656.250000 Penalty: 11973.644531
	Iteration 30Q: 3 clusters Score -3852656 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3852847.500000 Penalty: 11973.644531
	Iteration 31Q: 3 clusters Score -3852848 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3853039.500000 Penalty: 11973.644531
	Iteration 32Q: 3 clusters Score -3853040 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3853268.250000 Penalty: 11973.644531
	Iteration 33Q: 3 clusters Score -3853268 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3853513.500000 Penalty: 11973.644531
	Iteration 34Q: 3 clusters Score -3853514 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3853781.500000 Penalty: 11973.644531
	Iteration 35Q: 3 clusters Score -3853782 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3854088.750000 Penalty: 11973.644531
	Iteration 36Q: 3 clusters Score -3854089 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3854417.500000 Penalty: 11973.644531
	Iteration 37Q: 3 clusters Score -3854418 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3854718.250000 Penalty: 11973.644531
	Iteration 38Q: 3 clusters Score -3854718 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3854952.500000 Penalty: 11973.644531
	Iteration 39Q: 3 clusters Score -3854952 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3855194.250000 Penalty: 11973.644531
	Iteration 40F: 3 clusters Score -3855194 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3855365.250000 Penalty: 11973.644531
	Iteration 41Q: 3 clusters Score -3855365 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3855486.500000 Penalty: 11973.644531
	Iteration 42Q: 3 clusters Score -3855486 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3855580.750000 Penalty: 11973.644531
	Iteration 43Q: 3 clusters Score -3855581 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3855631.000000 Penalty: 11973.644531
	Iteration 44Q: 3 clusters Score -3855631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3855657.500000 Penalty: 11973.644531
	Iteration 45Q: 3 clusters Score -3855658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3855689.000000 Penalty: 11973.644531
	Iteration 46Q: 3 clusters Score -3855689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3855707.000000 Penalty: 11973.644531
	Iteration 47Q: 3 clusters Score -3855707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3855732.250000 Penalty: 11973.644531
	Iteration 48Q: 3 clusters Score -3855732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3855761.500000 Penalty: 11973.644531
	Iteration 49Q: 3 clusters Score -3855762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3855776.250000 Penalty: 11973.644531
	Iteration 50Q: 3 clusters Score -3855776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3855793.500000 Penalty: 11973.644531
	Iteration 51Q: 3 clusters Score -3855794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3855793.750000 Penalty: 11973.644531
	Iteration 52Q: 3 clusters Score -3855794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3855801.000000 Penalty: 11973.644531
	Iteration 53Q: 3 clusters Score -3855801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3855807.750000 Penalty: 11973.644531
	Iteration 54Q: 3 clusters Score -3855808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3855815.500000 Penalty: 11973.644531
	Iteration 55Q: 3 clusters Score -3855816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3855817.000000 Penalty: 11973.644531
	Iteration 56Q: 3 clusters Score -3855817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3855810.500000 Penalty: 11973.644531
	Iteration 57Q: 3 clusters Score -3855810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3855815.500000 Penalty: 11973.644531
	Iteration 58Q: 3 clusters Score -3855816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3855813.250000 Penalty: 11973.644531
	Iteration 59Q: 3 clusters Score -3855813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3855817.000000 Penalty: 11973.644531
	Iteration 60F: 3 clusters Score -3855817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3855818.750000 Penalty: 11973.644531
	Iteration 61Q: 3 clusters Score -3855819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3855818.750000 Penalty: 11973.644531
	Iteration 62F: 3 clusters Score -3855819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Entering Unmasked Estep 
Score: -1416782.875000 Penalty: 5341.681641
	Iteration 0F: 2 clusters Score -1416783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1409023.250000 Penalty: 10683.363281
	Iteration 0F: 3 clusters Score -1409023 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1410361.750000 Penalty: 10683.363281
	Iteration 1F: 3 clusters Score -1410362 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1410710.750000 Penalty: 10683.363281
	Iteration 2F: 3 clusters Score -1410711 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1410871.000000 Penalty: 10683.363281
	Iteration 3Q: 3 clusters Score -1410871 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1410963.125000 Penalty: 10683.363281
	Iteration 4Q: 3 clusters Score -1410963 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1411028.375000 Penalty: 10683.363281
	Iteration 5Q: 3 clusters Score -1411028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1411065.375000 Penalty: 10683.363281
	Iteration 6Q: 3 clusters Score -1411065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1411091.875000 Penalty: 10683.363281
	Iteration 7Q: 3 clusters Score -1411092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1411116.500000 Penalty: 10683.363281
	Iteration 8Q: 3 clusters Score -1411116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1411143.250000 Penalty: 10683.363281
	Iteration 9Q: 3 clusters Score -1411143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1411152.875000 Penalty: 10683.363281
	Iteration 10Q: 3 clusters Score -1411153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1411166.250000 Penalty: 10683.363281
	Iteration 11Q: 3 clusters Score -1411166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1411171.500000 Penalty: 10683.363281
	Iteration 12Q: 3 clusters Score -1411172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1411179.750000 Penalty: 10683.363281
	Iteration 13Q: 3 clusters Score -1411180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1411182.500000 Penalty: 10683.363281
	Iteration 14Q: 3 clusters Score -1411182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1411190.375000 Penalty: 10683.363281
	Iteration 15Q: 3 clusters Score -1411190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1411193.625000 Penalty: 10683.363281
	Iteration 16Q: 3 clusters Score -1411194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1411204.125000 Penalty: 10683.363281
	Iteration 17Q: 3 clusters Score -1411204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1411209.875000 Penalty: 10683.363281
	Iteration 18Q: 3 clusters Score -1411210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1411218.250000 Penalty: 10683.363281
	Iteration 19Q: 3 clusters Score -1411218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1411220.000000 Penalty: 10683.363281
	Iteration 20F: 3 clusters Score -1411220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1411225.000000 Penalty: 10683.363281
	Iteration 21Q: 3 clusters Score -1411225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1411225.125000 Penalty: 10683.363281
	Iteration 22Q: 3 clusters Score -1411225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1411227.250000 Penalty: 10683.363281
	Iteration 23Q: 3 clusters Score -1411227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1411230.250000 Penalty: 10683.363281
	Iteration 24Q: 3 clusters Score -1411230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1411232.250000 Penalty: 10683.363281
	Iteration 25Q: 3 clusters Score -1411232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1411236.750000 Penalty: 10683.363281
	Iteration 26Q: 3 clusters Score -1411237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1411238.375000 Penalty: 10683.363281
	Iteration 27Q: 3 clusters Score -1411238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1411240.375000 Penalty: 10683.363281
	Iteration 28Q: 3 clusters Score -1411240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1411241.875000 Penalty: 10683.363281
	Iteration 29Q: 3 clusters Score -1411242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1411239.625000 Penalty: 10683.363281
	Iteration 30Q: 3 clusters Score -1411240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1411241.750000 Penalty: 10683.363281
	Iteration 31Q: 3 clusters Score -1411242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1411244.875000 Penalty: 10683.363281
	Iteration 32Q: 3 clusters Score -1411245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1411248.000000 Penalty: 10683.363281
	Iteration 33Q: 3 clusters Score -1411248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1411251.625000 Penalty: 10683.363281
	Iteration 34Q: 3 clusters Score -1411252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1411247.750000 Penalty: 10683.363281
	Iteration 35Q: 3 clusters Score -1411248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1411247.750000 Penalty: 10683.363281
	Iteration 36F: 3 clusters Score -1411248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Entering Unmasked Estep 
Score: -8107845.000000 Penalty: 6443.216797
	Iteration 0F: 2 clusters Score -8107845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -8080387.500000 Penalty: 12886.433594
	Iteration 0F: 3 clusters Score -8080388 nChanged 16097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -8088950.000000 Penalty: 12886.433594
	Iteration 1F: 3 clusters Score -8088950 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -8089941.000000 Penalty: 12886.433594
	Iteration 2F: 3 clusters Score -8089941 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -8090828.000000 Penalty: 12886.433594
	Iteration 3Q: 3 clusters Score -8090828 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -8091734.000000 Penalty: 12886.433594
	Iteration 4Q: 3 clusters Score -8091734 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -8092586.000000 Penalty: 12886.433594
	Iteration 5Q: 3 clusters Score -8092586 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -8093376.000000 Penalty: 12886.433594
	Iteration 6Q: 3 clusters Score -8093376 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -8094204.000000 Penalty: 12886.433594
	Iteration 7Q: 3 clusters Score -8094204 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -8094943.500000 Penalty: 12886.433594
	Iteration 8Q: 3 clusters Score -8094944 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -8095728.000000 Penalty: 12886.433594
	Iteration 9Q: 3 clusters Score -8095728 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -8096475.500000 Penalty: 12886.433594
	Iteration 10Q: 3 clusters Score -8096476 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -8097214.000000 Penalty: 12886.433594
	Iteration 11Q: 3 clusters Score -8097214 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -8097890.500000 Penalty: 12886.433594
	Iteration 12Q: 3 clusters Score -8097890 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -8098484.500000 Penalty: 12886.433594
	Iteration 13Q: 3 clusters Score -8098484 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -8099058.500000 Penalty: 12886.433594
	Iteration 14Q: 3 clusters Score -8099058 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -8099498.500000 Penalty: 12886.433594
	Iteration 15Q: 3 clusters Score -8099498 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -8099869.500000 Penalty: 12886.433594
	Iteration 16Q: 3 clusters Score -8099870 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -8100186.500000 Penalty: 12886.433594
	Iteration 17Q: 3 clusters Score -8100186 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -8100458.000000 Penalty: 12886.433594
	Iteration 18Q: 3 clusters Score -8100458 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -8100653.500000 Penalty: 12886.433594
	Iteration 19Q: 3 clusters Score -8100654 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -8100794.500000 Penalty: 12886.433594
	Iteration 20F: 3 clusters Score -8100794 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -8100958.000000 Penalty: 12886.433594
	Iteration 21Q: 3 clusters Score -8100958 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -8101033.500000 Penalty: 12886.433594
	Iteration 22Q: 3 clusters Score -8101034 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -8101106.000000 Penalty: 12886.433594
	Iteration 23Q: 3 clusters Score -8101106 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -8101182.500000 Penalty: 12886.433594
	Iteration 24Q: 3 clusters Score -8101182 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -8101253.500000 Penalty: 12886.433594
	Iteration 25Q: 3 clusters Score -8101254 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -8101311.000000 Penalty: 12886.433594
	Iteration 26Q: 3 clusters Score -8101311 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -8101348.000000 Penalty: 12886.433594
	Iteration 27Q: 3 clusters Score -8101348 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -8101408.500000 Penalty: 12886.433594
	Iteration 28Q: 3 clusters Score -8101408 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -8101470.000000 Penalty: 12886.433594
	Iteration 29Q: 3 clusters Score -8101470 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -8101518.500000 Penalty: 12886.433594
	Iteration 30Q: 3 clusters Score -8101518 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -8101554.000000 Penalty: 12886.433594
	Iteration 31Q: 3 clusters Score -8101554 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -8101584.500000 Penalty: 12886.433594
	Iteration 32Q: 3 clusters Score -8101584 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -8101628.500000 Penalty: 12886.433594
	Iteration 33Q: 3 clusters Score -8101628 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -8101703.500000 Penalty: 12886.433594
	Iteration 34Q: 3 clusters Score -8101704 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -8101744.000000 Penalty: 12886.433594
	Iteration 35Q: 3 clusters Score -8101744 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -8101793.500000 Penalty: 12886.433594
	Iteration 36Q: 3 clusters Score -8101794 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -8101823.000000 Penalty: 12886.433594
	Iteration 37Q: 3 clusters Score -8101823 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -8101908.500000 Penalty: 12886.433594
	Iteration 38Q: 3 clusters Score -8101908 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -8101949.000000 Penalty: 12886.433594
	Iteration 39Q: 3 clusters Score -8101949 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -8101998.000000 Penalty: 12886.433594
	Iteration 40F: 3 clusters Score -8101998 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -8102072.500000 Penalty: 12886.433594
	Iteration 41Q: 3 clusters Score -8102072 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -8102167.500000 Penalty: 12886.433594
	Iteration 42Q: 3 clusters Score -8102168 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -8102268.500000 Penalty: 12886.433594
	Iteration 43Q: 3 clusters Score -8102268 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -8102316.500000 Penalty: 12886.433594
	Iteration 44Q: 3 clusters Score -8102316 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -8102454.000000 Penalty: 12886.433594
	Iteration 45Q: 3 clusters Score -8102454 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -8102599.000000 Penalty: 12886.433594
	Iteration 46Q: 3 clusters Score -8102599 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -8102727.500000 Penalty: 12886.433594
	Iteration 47Q: 3 clusters Score -8102728 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -8102885.500000 Penalty: 12886.433594
	Iteration 48Q: 3 clusters Score -8102886 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -8103004.000000 Penalty: 12886.433594
	Iteration 49Q: 3 clusters Score -8103004 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -8103093.000000 Penalty: 12886.433594
	Iteration 50Q: 3 clusters Score -8103093 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -8103188.500000 Penalty: 12886.433594
	Iteration 51Q: 3 clusters Score -8103188 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -8103293.500000 Penalty: 12886.433594
	Iteration 52Q: 3 clusters Score -8103294 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -8103347.000000 Penalty: 12886.433594
	Iteration 53Q: 3 clusters Score -8103347 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -8103398.500000 Penalty: 12886.433594
	Iteration 54Q: 3 clusters Score -8103398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -8103401.000000 Penalty: 12886.433594
	Iteration 55Q: 3 clusters Score -8103401 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -8103416.500000 Penalty: 12886.433594
	Iteration 56Q: 3 clusters Score -8103416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -8103445.000000 Penalty: 12886.433594
	Iteration 57Q: 3 clusters Score -8103445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -8103471.000000 Penalty: 12886.433594
	Iteration 58Q: 3 clusters Score -8103471 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -8103496.000000 Penalty: 12886.433594
	Iteration 59Q: 3 clusters Score -8103496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -8103493.000000 Penalty: 12886.433594
	Iteration 60F: 3 clusters Score -8103493 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8103520.000000 Penalty: 12886.433594
	Iteration 61Q: 3 clusters Score -8103520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -8103539.500000 Penalty: 12886.433594
	Iteration 62Q: 3 clusters Score -8103540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8103578.000000 Penalty: 12886.433594
	Iteration 63Q: 3 clusters Score -8103578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -8103581.500000 Penalty: 12886.433594
	Iteration 64Q: 3 clusters Score -8103582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -8103598.500000 Penalty: 12886.433594
	Iteration 65Q: 3 clusters Score -8103598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8103624.000000 Penalty: 12886.433594
	Iteration 66Q: 3 clusters Score -8103624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -8103639.000000 Penalty: 12886.433594
	Iteration 67Q: 3 clusters Score -8103639 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -8103649.000000 Penalty: 12886.433594
	Iteration 68Q: 3 clusters Score -8103649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -8103648.500000 Penalty: 12886.433594
	Iteration 69Q: 3 clusters Score -8103648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -8103701.500000 Penalty: 12886.433594
	Iteration 70Q: 3 clusters Score -8103702 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8103723.000000 Penalty: 12886.433594
	Iteration 71Q: 3 clusters Score -8103723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -8103759.000000 Penalty: 12886.433594
	Iteration 72Q: 3 clusters Score -8103759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -8103786.500000 Penalty: 12886.433594
	Iteration 73Q: 3 clusters Score -8103786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -8103805.000000 Penalty: 12886.433594
	Iteration 74Q: 3 clusters Score -8103805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -8103821.000000 Penalty: 12886.433594
	Iteration 75Q: 3 clusters Score -8103821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -8103847.500000 Penalty: 12886.433594
	Iteration 76Q: 3 clusters Score -8103848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -8103854.500000 Penalty: 12886.433594
	Iteration 77Q: 3 clusters Score -8103854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8103867.000000 Penalty: 12886.433594
	Iteration 78Q: 3 clusters Score -8103867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8103865.000000 Penalty: 12886.433594
	Iteration 79Q: 3 clusters Score -8103865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -8103865.500000 Penalty: 12886.433594
	Iteration 80F: 3 clusters Score -8103866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -8103873.000000 Penalty: 12886.433594
	Iteration 81Q: 3 clusters Score -8103873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -8103889.000000 Penalty: 12886.433594
	Iteration 82Q: 3 clusters Score -8103889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -8103885.500000 Penalty: 12886.433594
	Iteration 83Q: 3 clusters Score -8103886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -8103878.500000 Penalty: 12886.433594
	Iteration 84Q: 3 clusters Score -8103878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -8103871.500000 Penalty: 12886.433594
	Iteration 85Q: 3 clusters Score -8103872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8103896.500000 Penalty: 12886.433594
	Iteration 86Q: 3 clusters Score -8103896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8103894.000000 Penalty: 12886.433594
	Iteration 87Q: 3 clusters Score -8103894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8103893.000000 Penalty: 12886.433594
	Iteration 88Q: 3 clusters Score -8103893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8103906.500000 Penalty: 12886.433594
	Iteration 89Q: 3 clusters Score -8103906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8103920.000000 Penalty: 12886.433594
	Iteration 90Q: 3 clusters Score -8103920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -8103925.500000 Penalty: 12886.433594
	Iteration 91Q: 3 clusters Score -8103926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -8103937.500000 Penalty: 12886.433594
	Iteration 92Q: 3 clusters Score -8103938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -8103946.000000 Penalty: 12886.433594
	Iteration 93Q: 3 clusters Score -8103946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -8103976.000000 Penalty: 12886.433594
	Iteration 94Q: 3 clusters Score -8103976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -8103994.000000 Penalty: 12886.433594
	Iteration 95Q: 3 clusters Score -8103994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8104020.000000 Penalty: 12886.433594
	Iteration 96Q: 3 clusters Score -8104020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -8104031.000000 Penalty: 12886.433594
	Iteration 97Q: 3 clusters Score -8104031 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -8104047.500000 Penalty: 12886.433594
	Iteration 98Q: 3 clusters Score -8104048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -8104056.500000 Penalty: 12886.433594
	Iteration 99Q: 3 clusters Score -8104056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8104068.000000 Penalty: 12886.433594
	Iteration 100F: 3 clusters Score -8104068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -8104087.000000 Penalty: 12886.433594
	Iteration 101Q: 3 clusters Score -8104087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -8104090.500000 Penalty: 12886.433594
	Iteration 102Q: 3 clusters Score -8104090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -8104091.500000 Penalty: 12886.433594
	Iteration 103Q: 3 clusters Score -8104092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -8104084.500000 Penalty: 12886.433594
	Iteration 104Q: 3 clusters Score -8104084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8104097.500000 Penalty: 12886.433594
	Iteration 105Q: 3 clusters Score -8104098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -8104118.500000 Penalty: 12886.433594
	Iteration 106Q: 3 clusters Score -8104118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -8104117.000000 Penalty: 12886.433594
	Iteration 107Q: 3 clusters Score -8104117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -8104115.500000 Penalty: 12886.433594
	Iteration 108Q: 3 clusters Score -8104116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8104115.500000 Penalty: 12886.433594
	Iteration 109Q: 3 clusters Score -8104116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8104120.000000 Penalty: 12886.433594
	Iteration 110Q: 3 clusters Score -8104120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8104119.000000 Penalty: 12886.433594
	Iteration 111Q: 3 clusters Score -8104119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -8104115.000000 Penalty: 12886.433594
	Iteration 112Q: 3 clusters Score -8104115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -8104116.000000 Penalty: 12886.433594
	Iteration 113Q: 3 clusters Score -8104116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8104116.500000 Penalty: 12886.433594
	Iteration 114Q: 3 clusters Score -8104116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -8104118.000000 Penalty: 12886.433594
	Iteration 115Q: 3 clusters Score -8104118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -8104121.500000 Penalty: 12886.433594
	Iteration 116Q: 3 clusters Score -8104122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -8104121.500000 Penalty: 12886.433594
	Iteration 117Q: 3 clusters Score -8104122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -8104121.500000 Penalty: 12886.433594
	Iteration 118F: 3 clusters Score -8104122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Entering Unmasked Estep 
Score: -28656258.000000 Penalty: 7184.680664
	Iteration 0F: 2 clusters Score -2.865626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -28574590.000000 Penalty: 14369.361328
	Iteration 0F: 3 clusters Score -2.857459e+07 nChanged 57482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -28606446.000000 Penalty: 14369.361328
	Iteration 1F: 3 clusters Score -2.860645e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -28608158.000000 Penalty: 14369.361328
	Iteration 2Q: 3 clusters Score -2.860816e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -28609854.000000 Penalty: 14369.361328
	Iteration 3Q: 3 clusters Score -2.860985e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -28611630.000000 Penalty: 14369.361328
	Iteration 4Q: 3 clusters Score -2.861163e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
Score: -28613754.000000 Penalty: 14369.361328
	Iteration 5Q: 3 clusters Score -2.861375e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -28616102.000000 Penalty: 14369.361328
	Iteration 6Q: 3 clusters Score -2.86161e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 73829 members 
Entering Unmasked Estep 
Score: -28619148.000000 Penalty: 14369.361328
	Iteration 7Q: 3 clusters Score -2.861915e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -28622878.000000 Penalty: 14369.361328
	Iteration 8F: 3 clusters Score -2.862288e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -28627688.000000 Penalty: 14369.361328
	Iteration 9F: 3 clusters Score -2.862769e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -28632972.000000 Penalty: 14369.361328
	Iteration 10F: 3 clusters Score -2.863297e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 92766 members 
Entering Unmasked Estep 
Score: -28637912.000000 Penalty: 14369.361328
	Iteration 11F: 3 clusters Score -2.863791e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -28641912.000000 Penalty: 14369.361328
	Iteration 12Q: 3 clusters Score -2.864191e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 99290 members 
Entering Unmasked Estep 
Score: -28644502.000000 Penalty: 14369.361328
	Iteration 13Q: 3 clusters Score -2.86445e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -28646330.000000 Penalty: 14369.361328
	Iteration 14Q: 3 clusters Score -2.864633e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 103358 members 
Entering Unmasked Estep 
Score: -28647316.000000 Penalty: 14369.361328
	Iteration 15Q: 3 clusters Score -2.864732e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -28648080.000000 Penalty: 14369.361328
	Iteration 16Q: 3 clusters Score -2.864808e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 106188 members 
Entering Unmasked Estep 
Score: -28648590.000000 Penalty: 14369.361328
	Iteration 17Q: 3 clusters Score -2.864859e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 107259 members 
Entering Unmasked Estep 
Score: -28649002.000000 Penalty: 14369.361328
	Iteration 18Q: 3 clusters Score -2.8649e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 108138 members 
Entering Unmasked Estep 
Score: -28649238.000000 Penalty: 14369.361328
	Iteration 19Q: 3 clusters Score -2.864924e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 108953 members 
Entering Unmasked Estep 
Score: -28649552.000000 Penalty: 14369.361328
	Iteration 20F: 3 clusters Score -2.864955e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 109670 members 
Entering Unmasked Estep 
Score: -28649734.000000 Penalty: 14369.361328
	Iteration 21Q: 3 clusters Score -2.864973e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 110281 members 
Entering Unmasked Estep 
Score: -28649974.000000 Penalty: 14369.361328
	Iteration 22Q: 3 clusters Score -2.864997e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -28650244.000000 Penalty: 14369.361328
	Iteration 23Q: 3 clusters Score -2.865024e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 111484 members 
Entering Unmasked Estep 
Score: -28650432.000000 Penalty: 14369.361328
	Iteration 24Q: 3 clusters Score -2.865043e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -28650702.000000 Penalty: 14369.361328
	Iteration 25Q: 3 clusters Score -2.86507e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 112577 members 
Entering Unmasked Estep 
Score: -28651028.000000 Penalty: 14369.361328
	Iteration 26Q: 3 clusters Score -2.865103e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 113115 members 
Entering Unmasked Estep 
Score: -28651440.000000 Penalty: 14369.361328
	Iteration 27Q: 3 clusters Score -2.865144e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -28652086.000000 Penalty: 14369.361328
	Iteration 28Q: 3 clusters Score -2.865209e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 114088 members 
Entering Unmasked Estep 
Score: -28652674.000000 Penalty: 14369.361328
	Iteration 29Q: 3 clusters Score -2.865267e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 114448 members 
Entering Unmasked Estep 
Score: -28653112.000000 Penalty: 14369.361328
	Iteration 30Q: 3 clusters Score -2.865311e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -28653264.000000 Penalty: 14369.361328
	Iteration 31Q: 3 clusters Score -2.865326e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 114855 members 
Entering Unmasked Estep 
Score: -28653462.000000 Penalty: 14369.361328
	Iteration 32Q: 3 clusters Score -2.865346e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 115009 members 
Entering Unmasked Estep 
Score: -28653524.000000 Penalty: 14369.361328
	Iteration 33Q: 3 clusters Score -2.865352e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -28653576.000000 Penalty: 14369.361328
	Iteration 34Q: 3 clusters Score -2.865358e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -28653636.000000 Penalty: 14369.361328
	Iteration 35Q: 3 clusters Score -2.865364e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -28653646.000000 Penalty: 14369.361328
	Iteration 36Q: 3 clusters Score -2.865365e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 115389 members 
Entering Unmasked Estep 
Score: -28653660.000000 Penalty: 14369.361328
	Iteration 37Q: 3 clusters Score -2.865366e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 115415 members 
Entering Unmasked Estep 
Score: -28653624.000000 Penalty: 14369.361328
	Iteration 38Q: 3 clusters Score -2.865362e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 115455 members 
Entering Unmasked Estep 
Score: -28653594.000000 Penalty: 14369.361328
	Iteration 39Q: 3 clusters Score -2.865359e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 115487 members 
Entering Unmasked Estep 
Score: -28653588.000000 Penalty: 14369.361328
	Iteration 40F: 3 clusters Score -2.865359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 115500 members 
Entering Unmasked Estep 
Score: -28653606.000000 Penalty: 14369.361328
	Iteration 41Q: 3 clusters Score -2.865361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -28653608.000000 Penalty: 14369.361328
	Iteration 42Q: 3 clusters Score -2.865361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 115527 members 
Entering Unmasked Estep 
Score: -28653610.000000 Penalty: 14369.361328
	Iteration 43Q: 3 clusters Score -2.865361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -28653598.000000 Penalty: 14369.361328
	Iteration 44Q: 3 clusters Score -2.86536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 115555 members 
Entering Unmasked Estep 
Score: -28653590.000000 Penalty: 14369.361328
	Iteration 45Q: 3 clusters Score -2.865359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 115564 members 
Entering Unmasked Estep 
Score: -28653578.000000 Penalty: 14369.361328
	Iteration 46Q: 3 clusters Score -2.865358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 115569 members 
Entering Unmasked Estep 
Score: -28653602.000000 Penalty: 14369.361328
	Iteration 47Q: 3 clusters Score -2.86536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 115577 members 
Entering Unmasked Estep 
Score: -28653582.000000 Penalty: 14369.361328
	Iteration 48Q: 3 clusters Score -2.865358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 115582 members 
Entering Unmasked Estep 
Score: -28653566.000000 Penalty: 14369.361328
	Iteration 49Q: 3 clusters Score -2.865357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 115585 members 
Entering Unmasked Estep 
Score: -28653578.000000 Penalty: 14369.361328
	Iteration 50Q: 3 clusters Score -2.865358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 115590 members 
Entering Unmasked Estep 
Score: -28653590.000000 Penalty: 14369.361328
	Iteration 51Q: 3 clusters Score -2.865359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -28653610.000000 Penalty: 14369.361328
	Iteration 52Q: 3 clusters Score -2.865361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -28653606.000000 Penalty: 14369.361328
	Iteration 53Q: 3 clusters Score -2.865361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 115606 members 
Entering Unmasked Estep 
Score: -28653592.000000 Penalty: 14369.361328
	Iteration 54Q: 3 clusters Score -2.865359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 115611 members 
Entering Unmasked Estep 
Score: -28653604.000000 Penalty: 14369.361328
	Iteration 55Q: 3 clusters Score -2.86536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -28653596.000000 Penalty: 14369.361328
	Iteration 56Q: 3 clusters Score -2.86536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 115620 members 
Entering Unmasked Estep 
Score: -28653600.000000 Penalty: 14369.361328
	Iteration 57Q: 3 clusters Score -2.86536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 115628 members 
Entering Unmasked Estep 
Score: -28653604.000000 Penalty: 14369.361328
	Iteration 58Q: 3 clusters Score -2.86536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 115638 members 
Entering Unmasked Estep 
Score: -28653582.000000 Penalty: 14369.361328
	Iteration 59Q: 3 clusters Score -2.865358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 115645 members 
Entering Unmasked Estep 
Score: -28653614.000000 Penalty: 14369.361328
	Iteration 60F: 3 clusters Score -2.865361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -28653588.000000 Penalty: 14369.361328
	Iteration 61Q: 3 clusters Score -2.865359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 115656 members 
Entering Unmasked Estep 
Score: -28653584.000000 Penalty: 14369.361328
	Iteration 62Q: 3 clusters Score -2.865358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 115657 members 
Entering Unmasked Estep 
Score: -28653588.000000 Penalty: 14369.361328
	Iteration 63Q: 3 clusters Score -2.865359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 115657 members 
Entering Unmasked Estep 
Score: -28653588.000000 Penalty: 14369.361328
	Iteration 64F: 3 clusters Score -2.865359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Entering Unmasked Estep 
Score: -14200515.000000 Penalty: 6761.531738
	Iteration 0F: 2 clusters Score -1.420052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -14156936.000000 Penalty: 13523.063477
	Iteration 0F: 3 clusters Score -1.415694e+07 nChanged 27642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -14171909.000000 Penalty: 13523.063477
	Iteration 1F: 3 clusters Score -1.417191e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -14173098.000000 Penalty: 13523.063477
	Iteration 2F: 3 clusters Score -1.41731e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -14174159.000000 Penalty: 13523.063477
	Iteration 3Q: 3 clusters Score -1.417416e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -14175301.000000 Penalty: 13523.063477
	Iteration 4Q: 3 clusters Score -1.41753e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -14176529.000000 Penalty: 13523.063477
	Iteration 5Q: 3 clusters Score -1.417653e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -14178109.000000 Penalty: 13523.063477
	Iteration 6Q: 3 clusters Score -1.417811e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -14179886.000000 Penalty: 13523.063477
	Iteration 7Q: 3 clusters Score -1.417989e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -14181959.000000 Penalty: 13523.063477
	Iteration 8F: 3 clusters Score -1.418196e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -14184259.000000 Penalty: 13523.063477
	Iteration 9F: 3 clusters Score -1.418426e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -14186749.000000 Penalty: 13523.063477
	Iteration 10F: 3 clusters Score -1.418675e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -14189076.000000 Penalty: 13523.063477
	Iteration 11Q: 3 clusters Score -1.418908e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -14190927.000000 Penalty: 13523.063477
	Iteration 12Q: 3 clusters Score -1.419093e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -14192213.000000 Penalty: 13523.063477
	Iteration 13Q: 3 clusters Score -1.419221e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -14193113.000000 Penalty: 13523.063477
	Iteration 14Q: 3 clusters Score -1.419311e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -14193645.000000 Penalty: 13523.063477
	Iteration 15Q: 3 clusters Score -1.419364e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -14193946.000000 Penalty: 13523.063477
	Iteration 16Q: 3 clusters Score -1.419395e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -14194175.000000 Penalty: 13523.063477
	Iteration 17Q: 3 clusters Score -1.419418e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -14194222.000000 Penalty: 13523.063477
	Iteration 18Q: 3 clusters Score -1.419422e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -14194313.000000 Penalty: 13523.063477
	Iteration 19Q: 3 clusters Score -1.419431e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -14194386.000000 Penalty: 13523.063477
	Iteration 20F: 3 clusters Score -1.419439e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 61384 members 
Entering Unmasked Estep 
Score: -14194427.000000 Penalty: 13523.063477
	Iteration 21Q: 3 clusters Score -1.419443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -14194433.000000 Penalty: 13523.063477
	Iteration 22Q: 3 clusters Score -1.419443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -14194454.000000 Penalty: 13523.063477
	Iteration 23Q: 3 clusters Score -1.419445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -14194498.000000 Penalty: 13523.063477
	Iteration 24Q: 3 clusters Score -1.41945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -14194498.000000 Penalty: 13523.063477
	Iteration 25Q: 3 clusters Score -1.41945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -14194513.000000 Penalty: 13523.063477
	Iteration 26Q: 3 clusters Score -1.419451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -14194502.000000 Penalty: 13523.063477
	Iteration 27Q: 3 clusters Score -1.41945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -14194508.000000 Penalty: 13523.063477
	Iteration 28Q: 3 clusters Score -1.419451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -14194527.000000 Penalty: 13523.063477
	Iteration 29Q: 3 clusters Score -1.419453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -14194523.000000 Penalty: 13523.063477
	Iteration 30Q: 3 clusters Score -1.419452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -14194520.000000 Penalty: 13523.063477
	Iteration 31Q: 3 clusters Score -1.419452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -14194524.000000 Penalty: 13523.063477
	Iteration 32Q: 3 clusters Score -1.419452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -14194533.000000 Penalty: 13523.063477
	Iteration 33Q: 3 clusters Score -1.419453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -14194519.000000 Penalty: 13523.063477
	Iteration 34Q: 3 clusters Score -1.419452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -14194528.000000 Penalty: 13523.063477
	Iteration 35Q: 3 clusters Score -1.419453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -14194528.000000 Penalty: 13523.063477
	Iteration 36F: 3 clusters Score -1.419453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Entering Unmasked Estep 
Score: -3170183.500000 Penalty: 5860.194824
	Iteration 0F: 2 clusters Score -3170184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3157290.500000 Penalty: 11720.389648
	Iteration 0F: 3 clusters Score -3157290 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3160255.000000 Penalty: 11720.389648
	Iteration 1F: 3 clusters Score -3160255 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3160803.750000 Penalty: 11720.389648
	Iteration 2F: 3 clusters Score -3160804 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -3161159.750000 Penalty: 11720.389648
	Iteration 3F: 3 clusters Score -3161160 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3161381.750000 Penalty: 11720.389648
	Iteration 4Q: 3 clusters Score -3161382 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -3161532.500000 Penalty: 11720.389648
	Iteration 5Q: 3 clusters Score -3161532 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3161652.500000 Penalty: 11720.389648
	Iteration 6Q: 3 clusters Score -3161652 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3161750.000000 Penalty: 11720.389648
	Iteration 7Q: 3 clusters Score -3161750 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3161820.500000 Penalty: 11720.389648
	Iteration 8Q: 3 clusters Score -3161820 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3161897.250000 Penalty: 11720.389648
	Iteration 9Q: 3 clusters Score -3161897 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3161968.000000 Penalty: 11720.389648
	Iteration 10Q: 3 clusters Score -3161968 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3162040.250000 Penalty: 11720.389648
	Iteration 11Q: 3 clusters Score -3162040 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3162099.250000 Penalty: 11720.389648
	Iteration 12Q: 3 clusters Score -3162099 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3162151.000000 Penalty: 11720.389648
	Iteration 13Q: 3 clusters Score -3162151 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3162213.250000 Penalty: 11720.389648
	Iteration 14Q: 3 clusters Score -3162213 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3162270.250000 Penalty: 11720.389648
	Iteration 15Q: 3 clusters Score -3162270 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3162327.500000 Penalty: 11720.389648
	Iteration 16Q: 3 clusters Score -3162328 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3162388.500000 Penalty: 11720.389648
	Iteration 17Q: 3 clusters Score -3162388 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3162455.000000 Penalty: 11720.389648
	Iteration 18Q: 3 clusters Score -3162455 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3162520.750000 Penalty: 11720.389648
	Iteration 19Q: 3 clusters Score -3162521 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3162580.000000 Penalty: 11720.389648
	Iteration 20F: 3 clusters Score -3162580 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3162645.500000 Penalty: 11720.389648
	Iteration 21Q: 3 clusters Score -3162646 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3162701.250000 Penalty: 11720.389648
	Iteration 22Q: 3 clusters Score -3162701 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3162772.750000 Penalty: 11720.389648
	Iteration 23Q: 3 clusters Score -3162773 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3162847.500000 Penalty: 11720.389648
	Iteration 24Q: 3 clusters Score -3162848 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3162939.250000 Penalty: 11720.389648
	Iteration 25Q: 3 clusters Score -3162939 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3163049.750000 Penalty: 11720.389648
	Iteration 26Q: 3 clusters Score -3163050 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3163177.500000 Penalty: 11720.389648
	Iteration 27Q: 3 clusters Score -3163178 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3163301.500000 Penalty: 11720.389648
	Iteration 28Q: 3 clusters Score -3163302 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3163437.250000 Penalty: 11720.389648
	Iteration 29Q: 3 clusters Score -3163437 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3163630.250000 Penalty: 11720.389648
	Iteration 30Q: 3 clusters Score -3163630 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -3163798.750000 Penalty: 11720.389648
	Iteration 31Q: 3 clusters Score -3163799 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3163990.750000 Penalty: 11720.389648
	Iteration 32Q: 3 clusters Score -3163991 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3164180.000000 Penalty: 11720.389648
	Iteration 33Q: 3 clusters Score -3164180 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3164350.250000 Penalty: 11720.389648
	Iteration 34Q: 3 clusters Score -3164350 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3164515.500000 Penalty: 11720.389648
	Iteration 35Q: 3 clusters Score -3164516 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3164666.500000 Penalty: 11720.389648
	Iteration 36Q: 3 clusters Score -3164666 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3164799.250000 Penalty: 11720.389648
	Iteration 37Q: 3 clusters Score -3164799 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3164940.250000 Penalty: 11720.389648
	Iteration 38Q: 3 clusters Score -3164940 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3165064.250000 Penalty: 11720.389648
	Iteration 39Q: 3 clusters Score -3165064 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3165222.000000 Penalty: 11720.389648
	Iteration 40F: 3 clusters Score -3165222 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3165342.500000 Penalty: 11720.389648
	Iteration 41Q: 3 clusters Score -3165342 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3165474.000000 Penalty: 11720.389648
	Iteration 42Q: 3 clusters Score -3165474 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -3165597.750000 Penalty: 11720.389648
	Iteration 43Q: 3 clusters Score -3165598 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3165698.750000 Penalty: 11720.389648
	Iteration 44Q: 3 clusters Score -3165699 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3165782.750000 Penalty: 11720.389648
	Iteration 45Q: 3 clusters Score -3165783 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3165843.000000 Penalty: 11720.389648
	Iteration 46Q: 3 clusters Score -3165843 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3165881.500000 Penalty: 11720.389648
	Iteration 47Q: 3 clusters Score -3165882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3165921.250000 Penalty: 11720.389648
	Iteration 48Q: 3 clusters Score -3165921 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3165946.250000 Penalty: 11720.389648
	Iteration 49Q: 3 clusters Score -3165946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3165974.750000 Penalty: 11720.389648
	Iteration 50Q: 3 clusters Score -3165975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3165994.000000 Penalty: 11720.389648
	Iteration 51Q: 3 clusters Score -3165994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3166004.250000 Penalty: 11720.389648
	Iteration 52Q: 3 clusters Score -3166004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3166026.000000 Penalty: 11720.389648
	Iteration 53Q: 3 clusters Score -3166026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -3166031.750000 Penalty: 11720.389648
	Iteration 54Q: 3 clusters Score -3166032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3166044.000000 Penalty: 11720.389648
	Iteration 55Q: 3 clusters Score -3166044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3166058.000000 Penalty: 11720.389648
	Iteration 56Q: 3 clusters Score -3166058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3166070.000000 Penalty: 11720.389648
	Iteration 57Q: 3 clusters Score -3166070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3166080.250000 Penalty: 11720.389648
	Iteration 58Q: 3 clusters Score -3166080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3166087.750000 Penalty: 11720.389648
	Iteration 59Q: 3 clusters Score -3166088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3166097.000000 Penalty: 11720.389648
	Iteration 60F: 3 clusters Score -3166097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3166105.250000 Penalty: 11720.389648
	Iteration 61Q: 3 clusters Score -3166105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3166108.500000 Penalty: 11720.389648
	Iteration 62Q: 3 clusters Score -3166108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3166113.750000 Penalty: 11720.389648
	Iteration 63Q: 3 clusters Score -3166114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3166117.000000 Penalty: 11720.389648
	Iteration 64Q: 3 clusters Score -3166117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3166120.250000 Penalty: 11720.389648
	Iteration 65Q: 3 clusters Score -3166120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3166126.000000 Penalty: 11720.389648
	Iteration 66Q: 3 clusters Score -3166126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3166137.500000 Penalty: 11720.389648
	Iteration 67Q: 3 clusters Score -3166138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3166141.750000 Penalty: 11720.389648
	Iteration 68Q: 3 clusters Score -3166142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3166144.250000 Penalty: 11720.389648
	Iteration 69Q: 3 clusters Score -3166144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3166141.250000 Penalty: 11720.389648
	Iteration 70Q: 3 clusters Score -3166141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3166152.500000 Penalty: 11720.389648
	Iteration 71Q: 3 clusters Score -3166152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3166150.000000 Penalty: 11720.389648
	Iteration 72Q: 3 clusters Score -3166150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3166156.000000 Penalty: 11720.389648
	Iteration 73Q: 3 clusters Score -3166156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3166166.500000 Penalty: 11720.389648
	Iteration 74Q: 3 clusters Score -3166166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3166173.250000 Penalty: 11720.389648
	Iteration 75Q: 3 clusters Score -3166173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3166173.500000 Penalty: 11720.389648
	Iteration 76Q: 3 clusters Score -3166174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3166166.750000 Penalty: 11720.389648
	Iteration 77Q: 3 clusters Score -3166167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3166170.750000 Penalty: 11720.389648
	Iteration 78Q: 3 clusters Score -3166171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3166168.250000 Penalty: 11720.389648
	Iteration 79Q: 3 clusters Score -3166168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3166168.500000 Penalty: 11720.389648
	Iteration 80F: 3 clusters Score -3166168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3166163.500000 Penalty: 11720.389648
	Iteration 81Q: 3 clusters Score -3166164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3166172.750000 Penalty: 11720.389648
	Iteration 82Q: 3 clusters Score -3166173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3166172.000000 Penalty: 11720.389648
	Iteration 83Q: 3 clusters Score -3166172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3166171.250000 Penalty: 11720.389648
	Iteration 84Q: 3 clusters Score -3166171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3166175.000000 Penalty: 11720.389648
	Iteration 85Q: 3 clusters Score -3166175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3166178.500000 Penalty: 11720.389648
	Iteration 86Q: 3 clusters Score -3166178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3166181.250000 Penalty: 11720.389648
	Iteration 87Q: 3 clusters Score -3166181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3166179.250000 Penalty: 11720.389648
	Iteration 88Q: 3 clusters Score -3166179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3166179.250000 Penalty: 11720.389648
	Iteration 89F: 3 clusters Score -3166179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Entering Unmasked Estep 
Score: -4179040.000000 Penalty: 6034.694824
	Iteration 0F: 2 clusters Score -4179040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -4163225.250000 Penalty: 12069.389648
	Iteration 0F: 3 clusters Score -4163225 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -4167424.000000 Penalty: 12069.389648
	Iteration 1F: 3 clusters Score -4167424 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -4168186.500000 Penalty: 12069.389648
	Iteration 2F: 3 clusters Score -4168186 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -4168854.750000 Penalty: 12069.389648
	Iteration 3F: 3 clusters Score -4168855 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -4169538.000000 Penalty: 12069.389648
	Iteration 4F: 3 clusters Score -4169538 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -4170270.000000 Penalty: 12069.389648
	Iteration 5F: 3 clusters Score -4170270 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -4170993.500000 Penalty: 12069.389648
	Iteration 6F: 3 clusters Score -4170994 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -4171669.250000 Penalty: 12069.389648
	Iteration 7Q: 3 clusters Score -4171669 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4172252.500000 Penalty: 12069.389648
	Iteration 8Q: 3 clusters Score -4172252 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4172689.250000 Penalty: 12069.389648
	Iteration 9Q: 3 clusters Score -4172689 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -4173037.250000 Penalty: 12069.389648
	Iteration 10Q: 3 clusters Score -4173037 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4173317.750000 Penalty: 12069.389648
	Iteration 11Q: 3 clusters Score -4173318 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4173495.500000 Penalty: 12069.389648
	Iteration 12Q: 3 clusters Score -4173496 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4173625.500000 Penalty: 12069.389648
	Iteration 13Q: 3 clusters Score -4173626 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4173708.000000 Penalty: 12069.389648
	Iteration 14Q: 3 clusters Score -4173708 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -4173778.000000 Penalty: 12069.389648
	Iteration 15Q: 3 clusters Score -4173778 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4173834.500000 Penalty: 12069.389648
	Iteration 16Q: 3 clusters Score -4173834 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4173867.250000 Penalty: 12069.389648
	Iteration 17Q: 3 clusters Score -4173867 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4173875.250000 Penalty: 12069.389648
	Iteration 18Q: 3 clusters Score -4173875 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -4173913.750000 Penalty: 12069.389648
	Iteration 19Q: 3 clusters Score -4173914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4173929.000000 Penalty: 12069.389648
	Iteration 20F: 3 clusters Score -4173929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -4173943.500000 Penalty: 12069.389648
	Iteration 21Q: 3 clusters Score -4173944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4173952.250000 Penalty: 12069.389648
	Iteration 22Q: 3 clusters Score -4173952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4173967.250000 Penalty: 12069.389648
	Iteration 23Q: 3 clusters Score -4173967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4173984.250000 Penalty: 12069.389648
	Iteration 24Q: 3 clusters Score -4173984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -4173990.000000 Penalty: 12069.389648
	Iteration 25Q: 3 clusters Score -4173990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4174007.500000 Penalty: 12069.389648
	Iteration 26Q: 3 clusters Score -4174008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -4174013.000000 Penalty: 12069.389648
	Iteration 27Q: 3 clusters Score -4174013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4174020.250000 Penalty: 12069.389648
	Iteration 28Q: 3 clusters Score -4174020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4174020.000000 Penalty: 12069.389648
	Iteration 29Q: 3 clusters Score -4174020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -4174023.000000 Penalty: 12069.389648
	Iteration 30Q: 3 clusters Score -4174023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4174028.750000 Penalty: 12069.389648
	Iteration 31Q: 3 clusters Score -4174029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4174043.750000 Penalty: 12069.389648
	Iteration 32Q: 3 clusters Score -4174044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4174042.000000 Penalty: 12069.389648
	Iteration 33Q: 3 clusters Score -4174042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4174036.000000 Penalty: 12069.389648
	Iteration 34Q: 3 clusters Score -4174036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -4174046.250000 Penalty: 12069.389648
	Iteration 35Q: 3 clusters Score -4174046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -4174041.250000 Penalty: 12069.389648
	Iteration 36Q: 3 clusters Score -4174041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4174045.500000 Penalty: 12069.389648
	Iteration 37Q: 3 clusters Score -4174046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4174048.750000 Penalty: 12069.389648
	Iteration 38Q: 3 clusters Score -4174049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4174057.000000 Penalty: 12069.389648
	Iteration 39Q: 3 clusters Score -4174057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -4174055.500000 Penalty: 12069.389648
	Iteration 40F: 3 clusters Score -4174056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4174069.500000 Penalty: 12069.389648
	Iteration 41Q: 3 clusters Score -4174070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -4174068.250000 Penalty: 12069.389648
	Iteration 42Q: 3 clusters Score -4174068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -4174071.750000 Penalty: 12069.389648
	Iteration 43Q: 3 clusters Score -4174072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4174071.000000 Penalty: 12069.389648
	Iteration 44Q: 3 clusters Score -4174071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4174072.250000 Penalty: 12069.389648
	Iteration 45Q: 3 clusters Score -4174072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -4174074.250000 Penalty: 12069.389648
	Iteration 46Q: 3 clusters Score -4174074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -4174073.000000 Penalty: 12069.389648
	Iteration 47Q: 3 clusters Score -4174073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4174076.000000 Penalty: 12069.389648
	Iteration 48Q: 3 clusters Score -4174076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4174084.000000 Penalty: 12069.389648
	Iteration 49Q: 3 clusters Score -4174084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4174079.250000 Penalty: 12069.389648
	Iteration 50Q: 3 clusters Score -4174079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4174078.500000 Penalty: 12069.389648
	Iteration 51Q: 3 clusters Score -4174078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -4174078.000000 Penalty: 12069.389648
	Iteration 52Q: 3 clusters Score -4174078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -4174078.500000 Penalty: 12069.389648
	Iteration 53Q: 3 clusters Score -4174078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4174079.500000 Penalty: 12069.389648
	Iteration 54Q: 3 clusters Score -4174080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -4174089.750000 Penalty: 12069.389648
	Iteration 55Q: 3 clusters Score -4174090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4174088.750000 Penalty: 12069.389648
	Iteration 56Q: 3 clusters Score -4174089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4174085.500000 Penalty: 12069.389648
	Iteration 57Q: 3 clusters Score -4174086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4174080.500000 Penalty: 12069.389648
	Iteration 58Q: 3 clusters Score -4174080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -4174083.250000 Penalty: 12069.389648
	Iteration 59Q: 3 clusters Score -4174083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4174077.750000 Penalty: 12069.389648
	Iteration 60F: 3 clusters Score -4174078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4174087.750000 Penalty: 12069.389648
	Iteration 61Q: 3 clusters Score -4174088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4174091.000000 Penalty: 12069.389648
	Iteration 62Q: 3 clusters Score -4174091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4174090.750000 Penalty: 12069.389648
	Iteration 63Q: 3 clusters Score -4174091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4174098.500000 Penalty: 12069.389648
	Iteration 64Q: 3 clusters Score -4174098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -4174110.500000 Penalty: 12069.389648
	Iteration 65Q: 3 clusters Score -4174110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4174114.000000 Penalty: 12069.389648
	Iteration 66Q: 3 clusters Score -4174114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -4174114.000000 Penalty: 12069.389648
	Iteration 67Q: 3 clusters Score -4174114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4174113.750000 Penalty: 12069.389648
	Iteration 68Q: 3 clusters Score -4174114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4174119.750000 Penalty: 12069.389648
	Iteration 69Q: 3 clusters Score -4174120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4174134.500000 Penalty: 12069.389648
	Iteration 70Q: 3 clusters Score -4174134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4174135.500000 Penalty: 12069.389648
	Iteration 71Q: 3 clusters Score -4174136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4174142.750000 Penalty: 12069.389648
	Iteration 72Q: 3 clusters Score -4174143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4174151.750000 Penalty: 12069.389648
	Iteration 73Q: 3 clusters Score -4174152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4174158.000000 Penalty: 12069.389648
	Iteration 74Q: 3 clusters Score -4174158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4174150.500000 Penalty: 12069.389648
	Iteration 75Q: 3 clusters Score -4174150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4174154.000000 Penalty: 12069.389648
	Iteration 76Q: 3 clusters Score -4174154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4174149.250000 Penalty: 12069.389648
	Iteration 77Q: 3 clusters Score -4174149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -4174154.250000 Penalty: 12069.389648
	Iteration 78Q: 3 clusters Score -4174154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4174152.250000 Penalty: 12069.389648
	Iteration 79Q: 3 clusters Score -4174152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4174152.750000 Penalty: 12069.389648
	Iteration 80F: 3 clusters Score -4174153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Entering Unmasked Estep 
Score: -3529803.250000 Penalty: 5919.098145
	Iteration 0F: 2 clusters Score -3529803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3516019.250000 Penalty: 11838.196289
	Iteration 0F: 3 clusters Score -3516019 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3519433.500000 Penalty: 11838.196289
	Iteration 1F: 3 clusters Score -3519434 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3520207.500000 Penalty: 11838.196289
	Iteration 2F: 3 clusters Score -3520208 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3520890.250000 Penalty: 11838.196289
	Iteration 3F: 3 clusters Score -3520890 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3521504.500000 Penalty: 11838.196289
	Iteration 4F: 3 clusters Score -3521504 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3522000.750000 Penalty: 11838.196289
	Iteration 5Q: 3 clusters Score -3522001 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3522427.750000 Penalty: 11838.196289
	Iteration 6Q: 3 clusters Score -3522428 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3522831.500000 Penalty: 11838.196289
	Iteration 7Q: 3 clusters Score -3522832 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3523202.500000 Penalty: 11838.196289
	Iteration 8Q: 3 clusters Score -3523202 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3523629.750000 Penalty: 11838.196289
	Iteration 9Q: 3 clusters Score -3523630 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3524056.000000 Penalty: 11838.196289
	Iteration 10Q: 3 clusters Score -3524056 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3524479.750000 Penalty: 11838.196289
	Iteration 11Q: 3 clusters Score -3524480 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3524890.250000 Penalty: 11838.196289
	Iteration 12Q: 3 clusters Score -3524890 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3525264.000000 Penalty: 11838.196289
	Iteration 13Q: 3 clusters Score -3525264 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3525527.750000 Penalty: 11838.196289
	Iteration 14Q: 3 clusters Score -3525528 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3525751.250000 Penalty: 11838.196289
	Iteration 15Q: 3 clusters Score -3525751 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3525892.000000 Penalty: 11838.196289
	Iteration 16Q: 3 clusters Score -3525892 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3526012.000000 Penalty: 11838.196289
	Iteration 17Q: 3 clusters Score -3526012 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3526127.750000 Penalty: 11838.196289
	Iteration 18Q: 3 clusters Score -3526128 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3526223.000000 Penalty: 11838.196289
	Iteration 19Q: 3 clusters Score -3526223 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3526295.750000 Penalty: 11838.196289
	Iteration 20F: 3 clusters Score -3526296 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3526360.000000 Penalty: 11838.196289
	Iteration 21Q: 3 clusters Score -3526360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3526408.750000 Penalty: 11838.196289
	Iteration 22Q: 3 clusters Score -3526409 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3526461.750000 Penalty: 11838.196289
	Iteration 23Q: 3 clusters Score -3526462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3526494.000000 Penalty: 11838.196289
	Iteration 24Q: 3 clusters Score -3526494 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3526534.000000 Penalty: 11838.196289
	Iteration 25Q: 3 clusters Score -3526534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3526571.750000 Penalty: 11838.196289
	Iteration 26Q: 3 clusters Score -3526572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3526608.000000 Penalty: 11838.196289
	Iteration 27Q: 3 clusters Score -3526608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3526633.000000 Penalty: 11838.196289
	Iteration 28Q: 3 clusters Score -3526633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3526636.750000 Penalty: 11838.196289
	Iteration 29Q: 3 clusters Score -3526637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3526654.000000 Penalty: 11838.196289
	Iteration 30Q: 3 clusters Score -3526654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3526655.750000 Penalty: 11838.196289
	Iteration 31Q: 3 clusters Score -3526656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3526663.000000 Penalty: 11838.196289
	Iteration 32Q: 3 clusters Score -3526663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3526675.750000 Penalty: 11838.196289
	Iteration 33Q: 3 clusters Score -3526676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3526670.500000 Penalty: 11838.196289
	Iteration 34Q: 3 clusters Score -3526670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3526683.750000 Penalty: 11838.196289
	Iteration 35Q: 3 clusters Score -3526684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3526693.500000 Penalty: 11838.196289
	Iteration 36Q: 3 clusters Score -3526694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3526698.750000 Penalty: 11838.196289
	Iteration 37Q: 3 clusters Score -3526699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3526707.250000 Penalty: 11838.196289
	Iteration 38Q: 3 clusters Score -3526707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3526723.750000 Penalty: 11838.196289
	Iteration 39Q: 3 clusters Score -3526724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3526745.250000 Penalty: 11838.196289
	Iteration 40F: 3 clusters Score -3526745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3526748.500000 Penalty: 11838.196289
	Iteration 41Q: 3 clusters Score -3526748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3526759.500000 Penalty: 11838.196289
	Iteration 42Q: 3 clusters Score -3526760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3526756.500000 Penalty: 11838.196289
	Iteration 43Q: 3 clusters Score -3526756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3526754.250000 Penalty: 11838.196289
	Iteration 44Q: 3 clusters Score -3526754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3526767.500000 Penalty: 11838.196289
	Iteration 45Q: 3 clusters Score -3526768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3526766.000000 Penalty: 11838.196289
	Iteration 46Q: 3 clusters Score -3526766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3526768.750000 Penalty: 11838.196289
	Iteration 47Q: 3 clusters Score -3526769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3526767.500000 Penalty: 11838.196289
	Iteration 48Q: 3 clusters Score -3526768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3526772.250000 Penalty: 11838.196289
	Iteration 49Q: 3 clusters Score -3526772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3526768.500000 Penalty: 11838.196289
	Iteration 50Q: 3 clusters Score -3526768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3526773.250000 Penalty: 11838.196289
	Iteration 51Q: 3 clusters Score -3526773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3526772.750000 Penalty: 11838.196289
	Iteration 52Q: 3 clusters Score -3526773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3526774.500000 Penalty: 11838.196289
	Iteration 53Q: 3 clusters Score -3526774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3526774.500000 Penalty: 11838.196289
	Iteration 54Q: 3 clusters Score -3526774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3526777.750000 Penalty: 11838.196289
	Iteration 55Q: 3 clusters Score -3526778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3526779.500000 Penalty: 11838.196289
	Iteration 56Q: 3 clusters Score -3526780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3526781.250000 Penalty: 11838.196289
	Iteration 57Q: 3 clusters Score -3526781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3526793.250000 Penalty: 11838.196289
	Iteration 58Q: 3 clusters Score -3526793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3526788.000000 Penalty: 11838.196289
	Iteration 59Q: 3 clusters Score -3526788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3526801.500000 Penalty: 11838.196289
	Iteration 60F: 3 clusters Score -3526802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3526802.500000 Penalty: 11838.196289
	Iteration 61Q: 3 clusters Score -3526802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3526807.750000 Penalty: 11838.196289
	Iteration 62Q: 3 clusters Score -3526808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3526814.500000 Penalty: 11838.196289
	Iteration 63Q: 3 clusters Score -3526814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3526818.250000 Penalty: 11838.196289
	Iteration 64Q: 3 clusters Score -3526818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3526821.250000 Penalty: 11838.196289
	Iteration 65Q: 3 clusters Score -3526821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3526828.250000 Penalty: 11838.196289
	Iteration 66Q: 3 clusters Score -3526828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3526828.000000 Penalty: 11838.196289
	Iteration 67Q: 3 clusters Score -3526828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3526825.000000 Penalty: 11838.196289
	Iteration 68Q: 3 clusters Score -3526825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3526825.000000 Penalty: 11838.196289
	Iteration 69F: 3 clusters Score -3526825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Entering Unmasked Estep 
Score: -2404365.250000 Penalty: 5669.348145
	Iteration 0F: 2 clusters Score -2404365 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 5219 members 
Entering Unmasked Estep 
Score: -2393831.250000 Penalty: 11338.696289
	Iteration 0F: 3 clusters Score -2393831 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2396002.000000 Penalty: 11338.696289
	Iteration 1F: 3 clusters Score -2396002 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2396484.500000 Penalty: 11338.696289
	Iteration 2F: 3 clusters Score -2396484 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2396797.750000 Penalty: 11338.696289
	Iteration 3Q: 3 clusters Score -2396798 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2397016.250000 Penalty: 11338.696289
	Iteration 4Q: 3 clusters Score -2397016 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2397187.000000 Penalty: 11338.696289
	Iteration 5Q: 3 clusters Score -2397187 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2397326.250000 Penalty: 11338.696289
	Iteration 6Q: 3 clusters Score -2397326 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2397430.750000 Penalty: 11338.696289
	Iteration 7Q: 3 clusters Score -2397431 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2397515.500000 Penalty: 11338.696289
	Iteration 8Q: 3 clusters Score -2397516 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2397604.000000 Penalty: 11338.696289
	Iteration 9Q: 3 clusters Score -2397604 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2397675.000000 Penalty: 11338.696289
	Iteration 10Q: 3 clusters Score -2397675 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2397736.750000 Penalty: 11338.696289
	Iteration 11Q: 3 clusters Score -2397737 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2397786.750000 Penalty: 11338.696289
	Iteration 12Q: 3 clusters Score -2397787 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2397832.500000 Penalty: 11338.696289
	Iteration 13Q: 3 clusters Score -2397832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2397882.750000 Penalty: 11338.696289
	Iteration 14Q: 3 clusters Score -2397883 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2397930.000000 Penalty: 11338.696289
	Iteration 15Q: 3 clusters Score -2397930 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2397977.250000 Penalty: 11338.696289
	Iteration 16Q: 3 clusters Score -2397977 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2398014.000000 Penalty: 11338.696289
	Iteration 17Q: 3 clusters Score -2398014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2398062.750000 Penalty: 11338.696289
	Iteration 18Q: 3 clusters Score -2398063 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2398091.750000 Penalty: 11338.696289
	Iteration 19Q: 3 clusters Score -2398092 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2398123.500000 Penalty: 11338.696289
	Iteration 20F: 3 clusters Score -2398124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2398148.500000 Penalty: 11338.696289
	Iteration 21Q: 3 clusters Score -2398148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2398169.750000 Penalty: 11338.696289
	Iteration 22Q: 3 clusters Score -2398170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2398204.750000 Penalty: 11338.696289
	Iteration 23Q: 3 clusters Score -2398205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2398229.750000 Penalty: 11338.696289
	Iteration 24Q: 3 clusters Score -2398230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2398243.750000 Penalty: 11338.696289
	Iteration 25Q: 3 clusters Score -2398244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2398278.000000 Penalty: 11338.696289
	Iteration 26Q: 3 clusters Score -2398278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2398307.500000 Penalty: 11338.696289
	Iteration 27Q: 3 clusters Score -2398308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2398327.750000 Penalty: 11338.696289
	Iteration 28Q: 3 clusters Score -2398328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2398347.250000 Penalty: 11338.696289
	Iteration 29Q: 3 clusters Score -2398347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2398367.000000 Penalty: 11338.696289
	Iteration 30Q: 3 clusters Score -2398367 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2398386.750000 Penalty: 11338.696289
	Iteration 31Q: 3 clusters Score -2398387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2398403.500000 Penalty: 11338.696289
	Iteration 32Q: 3 clusters Score -2398404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2398433.750000 Penalty: 11338.696289
	Iteration 33Q: 3 clusters Score -2398434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2398455.250000 Penalty: 11338.696289
	Iteration 34Q: 3 clusters Score -2398455 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2398471.750000 Penalty: 11338.696289
	Iteration 35Q: 3 clusters Score -2398472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2398482.000000 Penalty: 11338.696289
	Iteration 36Q: 3 clusters Score -2398482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2398496.000000 Penalty: 11338.696289
	Iteration 37Q: 3 clusters Score -2398496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2398512.500000 Penalty: 11338.696289
	Iteration 38Q: 3 clusters Score -2398512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2398530.000000 Penalty: 11338.696289
	Iteration 39Q: 3 clusters Score -2398530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2398546.250000 Penalty: 11338.696289
	Iteration 40F: 3 clusters Score -2398546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2398563.250000 Penalty: 11338.696289
	Iteration 41Q: 3 clusters Score -2398563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2398581.750000 Penalty: 11338.696289
	Iteration 42Q: 3 clusters Score -2398582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2398610.250000 Penalty: 11338.696289
	Iteration 43Q: 3 clusters Score -2398610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2398624.250000 Penalty: 11338.696289
	Iteration 44Q: 3 clusters Score -2398624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2398637.500000 Penalty: 11338.696289
	Iteration 45Q: 3 clusters Score -2398638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2398657.750000 Penalty: 11338.696289
	Iteration 46Q: 3 clusters Score -2398658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2398680.500000 Penalty: 11338.696289
	Iteration 47Q: 3 clusters Score -2398680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2398702.500000 Penalty: 11338.696289
	Iteration 48Q: 3 clusters Score -2398702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2398728.000000 Penalty: 11338.696289
	Iteration 49Q: 3 clusters Score -2398728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2398747.750000 Penalty: 11338.696289
	Iteration 50Q: 3 clusters Score -2398748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2398777.000000 Penalty: 11338.696289
	Iteration 51Q: 3 clusters Score -2398777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2398783.250000 Penalty: 11338.696289
	Iteration 52Q: 3 clusters Score -2398783 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2398808.250000 Penalty: 11338.696289
	Iteration 53Q: 3 clusters Score -2398808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2398824.250000 Penalty: 11338.696289
	Iteration 54Q: 3 clusters Score -2398824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2398842.500000 Penalty: 11338.696289
	Iteration 55Q: 3 clusters Score -2398842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2398853.500000 Penalty: 11338.696289
	Iteration 56Q: 3 clusters Score -2398854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2398863.250000 Penalty: 11338.696289
	Iteration 57Q: 3 clusters Score -2398863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2398880.000000 Penalty: 11338.696289
	Iteration 58Q: 3 clusters Score -2398880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2398894.250000 Penalty: 11338.696289
	Iteration 59Q: 3 clusters Score -2398894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2398904.000000 Penalty: 11338.696289
	Iteration 60F: 3 clusters Score -2398904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2398920.750000 Penalty: 11338.696289
	Iteration 61Q: 3 clusters Score -2398921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2398936.500000 Penalty: 11338.696289
	Iteration 62Q: 3 clusters Score -2398936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2398951.750000 Penalty: 11338.696289
	Iteration 63Q: 3 clusters Score -2398952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2398962.000000 Penalty: 11338.696289
	Iteration 64Q: 3 clusters Score -2398962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2398980.000000 Penalty: 11338.696289
	Iteration 65Q: 3 clusters Score -2398980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2398992.500000 Penalty: 11338.696289
	Iteration 66Q: 3 clusters Score -2398992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2399003.250000 Penalty: 11338.696289
	Iteration 67Q: 3 clusters Score -2399003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2399007.250000 Penalty: 11338.696289
	Iteration 68Q: 3 clusters Score -2399007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2399024.750000 Penalty: 11338.696289
	Iteration 69Q: 3 clusters Score -2399025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2399040.500000 Penalty: 11338.696289
	Iteration 70Q: 3 clusters Score -2399040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2399044.000000 Penalty: 11338.696289
	Iteration 71Q: 3 clusters Score -2399044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2399055.000000 Penalty: 11338.696289
	Iteration 72Q: 3 clusters Score -2399055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2399059.000000 Penalty: 11338.696289
	Iteration 73Q: 3 clusters Score -2399059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2399066.750000 Penalty: 11338.696289
	Iteration 74Q: 3 clusters Score -2399067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2399069.000000 Penalty: 11338.696289
	Iteration 75Q: 3 clusters Score -2399069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2399085.000000 Penalty: 11338.696289
	Iteration 76Q: 3 clusters Score -2399085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2399097.000000 Penalty: 11338.696289
	Iteration 77Q: 3 clusters Score -2399097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2399103.250000 Penalty: 11338.696289
	Iteration 78Q: 3 clusters Score -2399103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2399115.750000 Penalty: 11338.696289
	Iteration 79Q: 3 clusters Score -2399116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2399122.750000 Penalty: 11338.696289
	Iteration 80F: 3 clusters Score -2399123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2399126.000000 Penalty: 11338.696289
	Iteration 81Q: 3 clusters Score -2399126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2399133.250000 Penalty: 11338.696289
	Iteration 82Q: 3 clusters Score -2399133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2399143.000000 Penalty: 11338.696289
	Iteration 83Q: 3 clusters Score -2399143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2399148.000000 Penalty: 11338.696289
	Iteration 84Q: 3 clusters Score -2399148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2399150.750000 Penalty: 11338.696289
	Iteration 85Q: 3 clusters Score -2399151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2399155.250000 Penalty: 11338.696289
	Iteration 86Q: 3 clusters Score -2399155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2399162.250000 Penalty: 11338.696289
	Iteration 87Q: 3 clusters Score -2399162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2399173.750000 Penalty: 11338.696289
	Iteration 88Q: 3 clusters Score -2399174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2399179.250000 Penalty: 11338.696289
	Iteration 89Q: 3 clusters Score -2399179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2399195.000000 Penalty: 11338.696289
	Iteration 90Q: 3 clusters Score -2399195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2399198.250000 Penalty: 11338.696289
	Iteration 91Q: 3 clusters Score -2399198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2399203.500000 Penalty: 11338.696289
	Iteration 92Q: 3 clusters Score -2399204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2399212.250000 Penalty: 11338.696289
	Iteration 93Q: 3 clusters Score -2399212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2399218.250000 Penalty: 11338.696289
	Iteration 94Q: 3 clusters Score -2399218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2399223.500000 Penalty: 11338.696289
	Iteration 95Q: 3 clusters Score -2399224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2399225.500000 Penalty: 11338.696289
	Iteration 96Q: 3 clusters Score -2399226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2399236.000000 Penalty: 11338.696289
	Iteration 97Q: 3 clusters Score -2399236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2399249.500000 Penalty: 11338.696289
	Iteration 98Q: 3 clusters Score -2399250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2399248.000000 Penalty: 11338.696289
	Iteration 99Q: 3 clusters Score -2399248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2399250.500000 Penalty: 11338.696289
	Iteration 100F: 3 clusters Score -2399250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2399250.500000 Penalty: 11338.696289
	Iteration 101Q: 3 clusters Score -2399250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2399257.750000 Penalty: 11338.696289
	Iteration 102Q: 3 clusters Score -2399258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2399264.750000 Penalty: 11338.696289
	Iteration 103Q: 3 clusters Score -2399265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2399272.500000 Penalty: 11338.696289
	Iteration 104Q: 3 clusters Score -2399272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2399277.250000 Penalty: 11338.696289
	Iteration 105Q: 3 clusters Score -2399277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2399276.750000 Penalty: 11338.696289
	Iteration 106Q: 3 clusters Score -2399277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2399284.250000 Penalty: 11338.696289
	Iteration 107Q: 3 clusters Score -2399284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2399292.500000 Penalty: 11338.696289
	Iteration 108Q: 3 clusters Score -2399292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2399295.000000 Penalty: 11338.696289
	Iteration 109Q: 3 clusters Score -2399295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2399302.750000 Penalty: 11338.696289
	Iteration 110Q: 3 clusters Score -2399303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2399305.000000 Penalty: 11338.696289
	Iteration 111Q: 3 clusters Score -2399305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2399306.750000 Penalty: 11338.696289
	Iteration 112Q: 3 clusters Score -2399307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
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Entering Unmasked Estep 
Score: -2399309.500000 Penalty: 11338.696289
	Iteration 113Q: 3 clusters Score -2399310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2399318.500000 Penalty: 11338.696289
	Iteration 114Q: 3 clusters Score -2399318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2399316.750000 Penalty: 11338.696289
	Iteration 115Q: 3 clusters Score -2399317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2399321.750000 Penalty: 11338.696289
	Iteration 116Q: 3 clusters Score -2399322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2399326.250000 Penalty: 11338.696289
	Iteration 117Q: 3 clusters Score -2399326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2399331.250000 Penalty: 11338.696289
	Iteration 118Q: 3 clusters Score -2399331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2399338.750000 Penalty: 11338.696289
	Iteration 119Q: 3 clusters Score -2399339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2399345.500000 Penalty: 11338.696289
	Iteration 120F: 3 clusters Score -2399346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2399349.750000 Penalty: 11338.696289
	Iteration 121Q: 3 clusters Score -2399350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2399353.250000 Penalty: 11338.696289
	Iteration 122Q: 3 clusters Score -2399353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2399361.250000 Penalty: 11338.696289
	Iteration 123Q: 3 clusters Score -2399361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2399367.250000 Penalty: 11338.696289
	Iteration 124Q: 3 clusters Score -2399367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2399368.500000 Penalty: 11338.696289
	Iteration 125Q: 3 clusters Score -2399368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2399363.750000 Penalty: 11338.696289
	Iteration 126Q: 3 clusters Score -2399364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2399372.000000 Penalty: 11338.696289
	Iteration 127Q: 3 clusters Score -2399372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2399370.250000 Penalty: 11338.696289
	Iteration 128Q: 3 clusters Score -2399370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2399372.750000 Penalty: 11338.696289
	Iteration 129Q: 3 clusters Score -2399373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2399380.500000 Penalty: 11338.696289
	Iteration 130Q: 3 clusters Score -2399380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2399376.750000 Penalty: 11338.696289
	Iteration 131Q: 3 clusters Score -2399377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2399385.750000 Penalty: 11338.696289
	Iteration 132Q: 3 clusters Score -2399386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2399383.500000 Penalty: 11338.696289
	Iteration 133Q: 3 clusters Score -2399384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2399381.250000 Penalty: 11338.696289
	Iteration 134Q: 3 clusters Score -2399381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2399381.250000 Penalty: 11338.696289
	Iteration 135F: 3 clusters Score -2399381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Entering Unmasked Estep 
Score: -6822783.500000 Penalty: 6310.341797
	Iteration 0F: 2 clusters Score -6822784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -6799970.500000 Penalty: 12620.683594
	Iteration 0F: 3 clusters Score -6799970 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -6806577.000000 Penalty: 12620.683594
	Iteration 1F: 3 clusters Score -6806577 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -6807421.000000 Penalty: 12620.683594
	Iteration 2F: 3 clusters Score -6807421 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -6808090.500000 Penalty: 12620.683594
	Iteration 3F: 3 clusters Score -6808090 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -6808698.500000 Penalty: 12620.683594
	Iteration 4Q: 3 clusters Score -6808698 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -6809313.500000 Penalty: 12620.683594
	Iteration 5Q: 3 clusters Score -6809314 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -6809964.000000 Penalty: 12620.683594
	Iteration 6Q: 3 clusters Score -6809964 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -6810696.000000 Penalty: 12620.683594
	Iteration 7Q: 3 clusters Score -6810696 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -6811570.500000 Penalty: 12620.683594
	Iteration 8Q: 3 clusters Score -6811570 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -6812581.000000 Penalty: 12620.683594
	Iteration 9Q: 3 clusters Score -6812581 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -6813634.000000 Penalty: 12620.683594
	Iteration 10Q: 3 clusters Score -6813634 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -6814557.000000 Penalty: 12620.683594
	Iteration 11Q: 3 clusters Score -6814557 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -6815296.500000 Penalty: 12620.683594
	Iteration 12Q: 3 clusters Score -6815296 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -6815844.000000 Penalty: 12620.683594
	Iteration 13Q: 3 clusters Score -6815844 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -6816232.500000 Penalty: 12620.683594
	Iteration 14Q: 3 clusters Score -6816232 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -6816513.500000 Penalty: 12620.683594
	Iteration 15Q: 3 clusters Score -6816514 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -6816754.500000 Penalty: 12620.683594
	Iteration 16Q: 3 clusters Score -6816754 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -6816937.000000 Penalty: 12620.683594
	Iteration 17Q: 3 clusters Score -6816937 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -6817083.000000 Penalty: 12620.683594
	Iteration 18Q: 3 clusters Score -6817083 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -6817221.500000 Penalty: 12620.683594
	Iteration 19Q: 3 clusters Score -6817222 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -6817311.500000 Penalty: 12620.683594
	Iteration 20F: 3 clusters Score -6817312 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -6817425.000000 Penalty: 12620.683594
	Iteration 21Q: 3 clusters Score -6817425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -6817519.500000 Penalty: 12620.683594
	Iteration 22Q: 3 clusters Score -6817520 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -6817569.000000 Penalty: 12620.683594
	Iteration 23Q: 3 clusters Score -6817569 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -6817629.000000 Penalty: 12620.683594
	Iteration 24Q: 3 clusters Score -6817629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -6817669.000000 Penalty: 12620.683594
	Iteration 25Q: 3 clusters Score -6817669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -6817692.000000 Penalty: 12620.683594
	Iteration 26Q: 3 clusters Score -6817692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -6817725.500000 Penalty: 12620.683594
	Iteration 27Q: 3 clusters Score -6817726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -6817748.000000 Penalty: 12620.683594
	Iteration 28Q: 3 clusters Score -6817748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -6817759.000000 Penalty: 12620.683594
	Iteration 29Q: 3 clusters Score -6817759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -6817762.000000 Penalty: 12620.683594
	Iteration 30Q: 3 clusters Score -6817762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -6817773.500000 Penalty: 12620.683594
	Iteration 31Q: 3 clusters Score -6817774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6817792.000000 Penalty: 12620.683594
	Iteration 32Q: 3 clusters Score -6817792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -6817796.000000 Penalty: 12620.683594
	Iteration 33Q: 3 clusters Score -6817796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -6817799.000000 Penalty: 12620.683594
	Iteration 34Q: 3 clusters Score -6817799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -6817804.000000 Penalty: 12620.683594
	Iteration 35Q: 3 clusters Score -6817804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -6817817.000000 Penalty: 12620.683594
	Iteration 36Q: 3 clusters Score -6817817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -6817807.500000 Penalty: 12620.683594
	Iteration 37Q: 3 clusters Score -6817808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -6817827.000000 Penalty: 12620.683594
	Iteration 38Q: 3 clusters Score -6817827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -6817839.500000 Penalty: 12620.683594
	Iteration 39Q: 3 clusters Score -6817840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -6817845.500000 Penalty: 12620.683594
	Iteration 40F: 3 clusters Score -6817846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -6817859.000000 Penalty: 12620.683594
	Iteration 41Q: 3 clusters Score -6817859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -6817864.500000 Penalty: 12620.683594
	Iteration 42Q: 3 clusters Score -6817864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -6817864.500000 Penalty: 12620.683594
	Iteration 43F: 3 clusters Score -6817864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Entering Unmasked Estep 
Score: -2177440.500000 Penalty: 5621.666016
	Iteration 0F: 2 clusters Score -2177440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2167373.000000 Penalty: 11243.332031
	Iteration 0F: 3 clusters Score -2167373 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2169383.500000 Penalty: 11243.332031
	Iteration 1F: 3 clusters Score -2169384 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2169878.500000 Penalty: 11243.332031
	Iteration 2F: 3 clusters Score -2169878 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2170217.250000 Penalty: 11243.332031
	Iteration 3F: 3 clusters Score -2170217 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2170459.000000 Penalty: 11243.332031
	Iteration 4Q: 3 clusters Score -2170459 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2170663.500000 Penalty: 11243.332031
	Iteration 5Q: 3 clusters Score -2170664 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2170872.250000 Penalty: 11243.332031
	Iteration 6Q: 3 clusters Score -2170872 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2171111.500000 Penalty: 11243.332031
	Iteration 7Q: 3 clusters Score -2171112 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2171399.750000 Penalty: 11243.332031
	Iteration 8Q: 3 clusters Score -2171400 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2171748.500000 Penalty: 11243.332031
	Iteration 9Q: 3 clusters Score -2171748 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2172261.750000 Penalty: 11243.332031
	Iteration 10Q: 3 clusters Score -2172262 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2173126.250000 Penalty: 11243.332031
	Iteration 11F: 3 clusters Score -2173126 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2174259.500000 Penalty: 11243.332031
	Iteration 12F: 3 clusters Score -2174260 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2175127.500000 Penalty: 11243.332031
	Iteration 13F: 3 clusters Score -2175128 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2175537.000000 Penalty: 11243.332031
	Iteration 14Q: 3 clusters Score -2175537 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2175719.250000 Penalty: 11243.332031
	Iteration 15Q: 3 clusters Score -2175719 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2175813.500000 Penalty: 11243.332031
	Iteration 16Q: 3 clusters Score -2175814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2175880.000000 Penalty: 11243.332031
	Iteration 17Q: 3 clusters Score -2175880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2175928.500000 Penalty: 11243.332031
	Iteration 18Q: 3 clusters Score -2175928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2176022.000000 Penalty: 11243.332031
	Iteration 19Q: 3 clusters Score -2176022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2176142.500000 Penalty: 11243.332031
	Iteration 20F: 3 clusters Score -2176142 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2176262.000000 Penalty: 11243.332031
	Iteration 21Q: 3 clusters Score -2176262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2176314.750000 Penalty: 11243.332031
	Iteration 22Q: 3 clusters Score -2176315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2176340.250000 Penalty: 11243.332031
	Iteration 23Q: 3 clusters Score -2176340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2176357.500000 Penalty: 11243.332031
	Iteration 24Q: 3 clusters Score -2176358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2176369.500000 Penalty: 11243.332031
	Iteration 25Q: 3 clusters Score -2176370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2176370.000000 Penalty: 11243.332031
	Iteration 26Q: 3 clusters Score -2176370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2176367.000000 Penalty: 11243.332031
	Iteration 27Q: 3 clusters Score -2176367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2176371.500000 Penalty: 11243.332031
	Iteration 28Q: 3 clusters Score -2176372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2176372.000000 Penalty: 11243.332031
	Iteration 29Q: 3 clusters Score -2176372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2176372.250000 Penalty: 11243.332031
	Iteration 30Q: 3 clusters Score -2176372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2176372.250000 Penalty: 11243.332031
	Iteration 31F: 3 clusters Score -2176372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Entering Unmasked Estep 
Score: -537108.562500 Penalty: 4790.510742
	Iteration 0F: 2 clusters Score -537108.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -531784.187500 Penalty: 9581.021484
	Iteration 0F: 3 clusters Score -531784.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -532616.687500 Penalty: 9581.021484
	Iteration 1F: 3 clusters Score -532616.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -532925.687500 Penalty: 9581.021484
	Iteration 2F: 3 clusters Score -532925.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -533173.562500 Penalty: 9581.021484
	Iteration 3F: 3 clusters Score -533173.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -533412.562500 Penalty: 9581.021484
	Iteration 4Q: 3 clusters Score -533412.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -533600.187500 Penalty: 9581.021484
	Iteration 5Q: 3 clusters Score -533600.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -533797.687500 Penalty: 9581.021484
	Iteration 6Q: 3 clusters Score -533797.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -533994.500000 Penalty: 9581.021484
	Iteration 7Q: 3 clusters Score -533994.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -534172.312500 Penalty: 9581.021484
	Iteration 8Q: 3 clusters Score -534172.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -534327.250000 Penalty: 9581.021484
	Iteration 9Q: 3 clusters Score -534327.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -534535.750000 Penalty: 9581.021484
	Iteration 10Q: 3 clusters Score -534535.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -534703.375000 Penalty: 9581.021484
	Iteration 11Q: 3 clusters Score -534703.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -534918.687500 Penalty: 9581.021484
	Iteration 12Q: 3 clusters Score -534918.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -535164.937500 Penalty: 9581.021484
	Iteration 13Q: 3 clusters Score -535164.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -535388.937500 Penalty: 9581.021484
	Iteration 14Q: 3 clusters Score -535388.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -535652.062500 Penalty: 9581.021484
	Iteration 15Q: 3 clusters Score -535652.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -536047.812500 Penalty: 9581.021484
	Iteration 16Q: 3 clusters Score -536047.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -536391.750000 Penalty: 9581.021484
	Iteration 17Q: 3 clusters Score -536391.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -536843.500000 Penalty: 9581.021484
	Iteration 18Q: 3 clusters Score -536843.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -537372.375000 Penalty: 9581.021484
	Iteration 19Q: 3 clusters Score -537372.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -537577.312500 Penalty: 9581.021484
	Iteration 20F: 3 clusters Score -537577.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -537612.437500 Penalty: 9581.021484
	Iteration 21Q: 3 clusters Score -537612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -537614.250000 Penalty: 9581.021484
	Iteration 22Q: 3 clusters Score -537614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -537618.437500 Penalty: 9581.021484
	Iteration 23Q: 3 clusters Score -537618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -537618.437500 Penalty: 9581.021484
	Iteration 24F: 3 clusters Score -537618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144519 members 
Mstep: Class 3 contains 32192 members 
Mstep: Class 4 contains 61474 members 
Mstep: Class 5 contains 62817 members 
Mstep: Class 6 contains 8917 members 
Mstep: Class 7 contains 19969 members 
Mstep: Class 8 contains 17578 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37032 members 
Mstep: Class 11 contains 124255 members 
Mstep: Class 12 contains 62270 members 
Mstep: Class 13 contains 14295 members 
Mstep: Class 14 contains 19007 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 10468 members 
Mstep: Class 17 contains 29810 members 
Mstep: Class 18 contains 9684 members 
Mstep: Class 19 contains 1115 members 
Mstep: Class 20 contains 71622 members 
Mstep: Class 21 contains 117443 members 
Mstep: Class 22 contains 101290 members 
Mstep: Class 23 contains 13937 members 
Mstep: Class 24 contains 149621 members 
Mstep: Class 25 contains 69023 members 
Mstep: Class 26 contains 14918 members 
Mstep: Class 27 contains 1378 members 
Entering Unmasked Estep 
Score: -272400896.000000 Penalty: 231727.812500
Splitting cluster 19 changes total score from -272402816.000000 to -272400896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (71622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Entering Unmasked Estep 
Score: -16256088.000000 Penalty: 6847.233887
	Iteration 0F: 2 clusters Score -1.625609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -16206300.000000 Penalty: 13694.467773
	Iteration 0F: 3 clusters Score -1.62063e+07 nChanged 32177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -16223842.000000 Penalty: 13694.467773
	Iteration 1F: 3 clusters Score -1.622384e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -16224907.000000 Penalty: 13694.467773
	Iteration 2Q: 3 clusters Score -1.622491e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -16225802.000000 Penalty: 13694.467773
	Iteration 3Q: 3 clusters Score -1.62258e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -16226467.000000 Penalty: 13694.467773
	Iteration 4Q: 3 clusters Score -1.622647e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -16227240.000000 Penalty: 13694.467773
	Iteration 5Q: 3 clusters Score -1.622724e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -16227865.000000 Penalty: 13694.467773
	Iteration 6Q: 3 clusters Score -1.622786e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -16228682.000000 Penalty: 13694.467773
	Iteration 7Q: 3 clusters Score -1.622868e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -16229699.000000 Penalty: 13694.467773
	Iteration 8Q: 3 clusters Score -1.62297e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -16230973.000000 Penalty: 13694.467773
	Iteration 9Q: 3 clusters Score -1.623097e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -16232655.000000 Penalty: 13694.467773
	Iteration 10Q: 3 clusters Score -1.623266e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -16234683.000000 Penalty: 13694.467773
	Iteration 11Q: 3 clusters Score -1.623468e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -16237010.000000 Penalty: 13694.467773
	Iteration 12F: 3 clusters Score -1.623701e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -16239313.000000 Penalty: 13694.467773
	Iteration 13Q: 3 clusters Score -1.623931e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -16241309.000000 Penalty: 13694.467773
	Iteration 14Q: 3 clusters Score -1.624131e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -16242920.000000 Penalty: 13694.467773
	Iteration 15Q: 3 clusters Score -1.624292e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -16244253.000000 Penalty: 13694.467773
	Iteration 16Q: 3 clusters Score -1.624425e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -16245262.000000 Penalty: 13694.467773
	Iteration 17Q: 3 clusters Score -1.624526e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -16246210.000000 Penalty: 13694.467773
	Iteration 18Q: 3 clusters Score -1.624621e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -16246887.000000 Penalty: 13694.467773
	Iteration 19Q: 3 clusters Score -1.624689e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -16247386.000000 Penalty: 13694.467773
	Iteration 20F: 3 clusters Score -1.624739e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -16247831.000000 Penalty: 13694.467773
	Iteration 21Q: 3 clusters Score -1.624783e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -16248270.000000 Penalty: 13694.467773
	Iteration 22Q: 3 clusters Score -1.624827e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -16248498.000000 Penalty: 13694.467773
	Iteration 23Q: 3 clusters Score -1.62485e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -16248722.000000 Penalty: 13694.467773
	Iteration 24Q: 3 clusters Score -1.624872e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -16248958.000000 Penalty: 13694.467773
	Iteration 25Q: 3 clusters Score -1.624896e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -16249123.000000 Penalty: 13694.467773
	Iteration 26Q: 3 clusters Score -1.624912e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -16249227.000000 Penalty: 13694.467773
	Iteration 27Q: 3 clusters Score -1.624923e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -16249335.000000 Penalty: 13694.467773
	Iteration 28Q: 3 clusters Score -1.624934e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -16249420.000000 Penalty: 13694.467773
	Iteration 29Q: 3 clusters Score -1.624942e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -16249521.000000 Penalty: 13694.467773
	Iteration 30Q: 3 clusters Score -1.624952e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -16249610.000000 Penalty: 13694.467773
	Iteration 31Q: 3 clusters Score -1.624961e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -16249626.000000 Penalty: 13694.467773
	Iteration 32Q: 3 clusters Score -1.624963e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -16249706.000000 Penalty: 13694.467773
	Iteration 33Q: 3 clusters Score -1.624971e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -16249747.000000 Penalty: 13694.467773
	Iteration 34Q: 3 clusters Score -1.624975e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -16249855.000000 Penalty: 13694.467773
	Iteration 35Q: 3 clusters Score -1.624986e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -16249892.000000 Penalty: 13694.467773
	Iteration 36Q: 3 clusters Score -1.624989e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -16249913.000000 Penalty: 13694.467773
	Iteration 37Q: 3 clusters Score -1.624991e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -16249961.000000 Penalty: 13694.467773
	Iteration 38Q: 3 clusters Score -1.624996e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -16250005.000000 Penalty: 13694.467773
	Iteration 39Q: 3 clusters Score -1.625e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -16250033.000000 Penalty: 13694.467773
	Iteration 40F: 3 clusters Score -1.625003e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -16250069.000000 Penalty: 13694.467773
	Iteration 41Q: 3 clusters Score -1.625007e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -16250106.000000 Penalty: 13694.467773
	Iteration 42Q: 3 clusters Score -1.625011e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -16250121.000000 Penalty: 13694.467773
	Iteration 43Q: 3 clusters Score -1.625012e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -16250179.000000 Penalty: 13694.467773
	Iteration 44Q: 3 clusters Score -1.625018e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -16250164.000000 Penalty: 13694.467773
	Iteration 45Q: 3 clusters Score -1.625016e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -16250196.000000 Penalty: 13694.467773
	Iteration 46Q: 3 clusters Score -1.62502e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -16250245.000000 Penalty: 13694.467773
	Iteration 47Q: 3 clusters Score -1.625024e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -16250239.000000 Penalty: 13694.467773
	Iteration 48Q: 3 clusters Score -1.625024e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -16250283.000000 Penalty: 13694.467773
	Iteration 49Q: 3 clusters Score -1.625028e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -16250309.000000 Penalty: 13694.467773
	Iteration 50Q: 3 clusters Score -1.625031e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -16250336.000000 Penalty: 13694.467773
	Iteration 51Q: 3 clusters Score -1.625034e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -16250356.000000 Penalty: 13694.467773
	Iteration 52Q: 3 clusters Score -1.625036e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -16250354.000000 Penalty: 13694.467773
	Iteration 53Q: 3 clusters Score -1.625035e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67582 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -16250399.000000 Penalty: 13694.467773
	Iteration 54Q: 3 clusters Score -1.62504e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -16250409.000000 Penalty: 13694.467773
	Iteration 55Q: 3 clusters Score -1.625041e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -16250441.000000 Penalty: 13694.467773
	Iteration 56Q: 3 clusters Score -1.625044e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -16250462.000000 Penalty: 13694.467773
	Iteration 57Q: 3 clusters Score -1.625046e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -16250513.000000 Penalty: 13694.467773
	Iteration 58Q: 3 clusters Score -1.625051e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -16250564.000000 Penalty: 13694.467773
	Iteration 59Q: 3 clusters Score -1.625056e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -16250597.000000 Penalty: 13694.467773
	Iteration 60F: 3 clusters Score -1.62506e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -16250630.000000 Penalty: 13694.467773
	Iteration 61Q: 3 clusters Score -1.625063e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -16250676.000000 Penalty: 13694.467773
	Iteration 62Q: 3 clusters Score -1.625068e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -16250707.000000 Penalty: 13694.467773
	Iteration 63Q: 3 clusters Score -1.625071e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -16250739.000000 Penalty: 13694.467773
	Iteration 64Q: 3 clusters Score -1.625074e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -16250788.000000 Penalty: 13694.467773
	Iteration 65Q: 3 clusters Score -1.625079e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -16250825.000000 Penalty: 13694.467773
	Iteration 66Q: 3 clusters Score -1.625082e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -16250816.000000 Penalty: 13694.467773
	Iteration 67Q: 3 clusters Score -1.625082e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -16250847.000000 Penalty: 13694.467773
	Iteration 68Q: 3 clusters Score -1.625085e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -16250843.000000 Penalty: 13694.467773
	Iteration 69Q: 3 clusters Score -1.625084e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -16250850.000000 Penalty: 13694.467773
	Iteration 70Q: 3 clusters Score -1.625085e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -16250857.000000 Penalty: 13694.467773
	Iteration 71Q: 3 clusters Score -1.625086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -16250866.000000 Penalty: 13694.467773
	Iteration 72Q: 3 clusters Score -1.625087e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -16250907.000000 Penalty: 13694.467773
	Iteration 73Q: 3 clusters Score -1.625091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -16250892.000000 Penalty: 13694.467773
	Iteration 74Q: 3 clusters Score -1.625089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -16250895.000000 Penalty: 13694.467773
	Iteration 75Q: 3 clusters Score -1.62509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -16250911.000000 Penalty: 13694.467773
	Iteration 76Q: 3 clusters Score -1.625091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -16250896.000000 Penalty: 13694.467773
	Iteration 77Q: 3 clusters Score -1.62509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -16250910.000000 Penalty: 13694.467773
	Iteration 78Q: 3 clusters Score -1.625091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -16250902.000000 Penalty: 13694.467773
	Iteration 79Q: 3 clusters Score -1.62509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -16250883.000000 Penalty: 13694.467773
	Iteration 80F: 3 clusters Score -1.625088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -16250892.000000 Penalty: 13694.467773
	Iteration 81Q: 3 clusters Score -1.625089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -16250889.000000 Penalty: 13694.467773
	Iteration 82Q: 3 clusters Score -1.625089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -16250894.000000 Penalty: 13694.467773
	Iteration 83Q: 3 clusters Score -1.625089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -16250883.000000 Penalty: 13694.467773
	Iteration 84Q: 3 clusters Score -1.625088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -16250883.000000 Penalty: 13694.467773
	Iteration 85F: 3 clusters Score -1.625088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117443 members 
Entering Unmasked Estep 
Score: -26688592.000000 Penalty: 7150.145996
	Iteration 0F: 2 clusters Score -2.668859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -26608840.000000 Penalty: 14300.291992
	Iteration 0F: 3 clusters Score -2.660884e+07 nChanged 53929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -26638808.000000 Penalty: 14300.291992
	Iteration 1F: 3 clusters Score -2.663881e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -26640002.000000 Penalty: 14300.291992
	Iteration 2Q: 3 clusters Score -2.664e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -26640996.000000 Penalty: 14300.291992
	Iteration 3Q: 3 clusters Score -2.6641e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -26642068.000000 Penalty: 14300.291992
	Iteration 4Q: 3 clusters Score -2.664207e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -26643242.000000 Penalty: 14300.291992
	Iteration 5Q: 3 clusters Score -2.664324e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -26644736.000000 Penalty: 14300.291992
	Iteration 6Q: 3 clusters Score -2.664474e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -26647092.000000 Penalty: 14300.291992
	Iteration 7Q: 3 clusters Score -2.664709e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -26651138.000000 Penalty: 14300.291992
	Iteration 8F: 3 clusters Score -2.665114e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -26656842.000000 Penalty: 14300.291992
	Iteration 9F: 3 clusters Score -2.665684e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -26664176.000000 Penalty: 14300.291992
	Iteration 10F: 3 clusters Score -2.666418e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -26671344.000000 Penalty: 14300.291992
	Iteration 11F: 3 clusters Score -2.667134e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 111052 members 
Entering Unmasked Estep 
Score: -26676398.000000 Penalty: 14300.291992
	Iteration 12Q: 3 clusters Score -2.66764e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 114293 members 
Entering Unmasked Estep 
Score: -26679422.000000 Penalty: 14300.291992
	Iteration 13Q: 3 clusters Score -2.667942e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 115765 members 
Entering Unmasked Estep 
Score: -26680930.000000 Penalty: 14300.291992
	Iteration 14Q: 3 clusters Score -2.668093e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 116317 members 
Entering Unmasked Estep 
Score: -26681516.000000 Penalty: 14300.291992
	Iteration 15Q: 3 clusters Score -2.668152e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 116533 members 
Entering Unmasked Estep 
Score: -26681760.000000 Penalty: 14300.291992
	Iteration 16Q: 3 clusters Score -2.668176e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 116632 members 
Entering Unmasked Estep 
Score: -26681872.000000 Penalty: 14300.291992
	Iteration 17Q: 3 clusters Score -2.668187e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 116695 members 
Entering Unmasked Estep 
Score: -26682004.000000 Penalty: 14300.291992
	Iteration 18Q: 3 clusters Score -2.6682e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 116741 members 
Entering Unmasked Estep 
Score: -26682062.000000 Penalty: 14300.291992
	Iteration 19Q: 3 clusters Score -2.668206e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 116763 members 
Entering Unmasked Estep 
Score: -26682108.000000 Penalty: 14300.291992
	Iteration 20F: 3 clusters Score -2.668211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 116782 members 
Entering Unmasked Estep 
Score: -26682130.000000 Penalty: 14300.291992
	Iteration 21Q: 3 clusters Score -2.668213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 116795 members 
Entering Unmasked Estep 
Score: -26682150.000000 Penalty: 14300.291992
	Iteration 22Q: 3 clusters Score -2.668215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 116805 members 
Entering Unmasked Estep 
Score: -26682160.000000 Penalty: 14300.291992
	Iteration 23Q: 3 clusters Score -2.668216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 116810 members 
Entering Unmasked Estep 
Score: -26682168.000000 Penalty: 14300.291992
	Iteration 24Q: 3 clusters Score -2.668217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 116814 members 
Entering Unmasked Estep 
Score: -26682158.000000 Penalty: 14300.291992
	Iteration 25Q: 3 clusters Score -2.668216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 116819 members 
Entering Unmasked Estep 
Score: -26682188.000000 Penalty: 14300.291992
	Iteration 26Q: 3 clusters Score -2.668219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 116821 members 
Entering Unmasked Estep 
Score: -26682182.000000 Penalty: 14300.291992
	Iteration 27Q: 3 clusters Score -2.668218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 116825 members 
Entering Unmasked Estep 
Score: -26682182.000000 Penalty: 14300.291992
	Iteration 28Q: 3 clusters Score -2.668218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 116830 members 
Entering Unmasked Estep 
Score: -26682192.000000 Penalty: 14300.291992
	Iteration 29Q: 3 clusters Score -2.668219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 116833 members 
Entering Unmasked Estep 
Score: -26682216.000000 Penalty: 14300.291992
	Iteration 30Q: 3 clusters Score -2.668222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 116833 members 
Entering Unmasked Estep 
Score: -26682216.000000 Penalty: 14300.291992
	Iteration 31F: 3 clusters Score -2.668222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (101290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Entering Unmasked Estep 
Score: -22879254.000000 Penalty: 7059.517090
	Iteration 0F: 2 clusters Score -2.287925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -22810584.000000 Penalty: 14119.034180
	Iteration 0F: 3 clusters Score -2.281058e+07 nChanged 46293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -22836018.000000 Penalty: 14119.034180
	Iteration 1F: 3 clusters Score -2.283602e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -22837268.000000 Penalty: 14119.034180
	Iteration 2Q: 3 clusters Score -2.283727e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -22838452.000000 Penalty: 14119.034180
	Iteration 3Q: 3 clusters Score -2.283845e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -22839690.000000 Penalty: 14119.034180
	Iteration 4Q: 3 clusters Score -2.283969e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -22841004.000000 Penalty: 14119.034180
	Iteration 5Q: 3 clusters Score -2.2841e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -22842702.000000 Penalty: 14119.034180
	Iteration 6Q: 3 clusters Score -2.28427e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -22845028.000000 Penalty: 14119.034180
	Iteration 7Q: 3 clusters Score -2.284503e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -22847858.000000 Penalty: 14119.034180
	Iteration 8Q: 3 clusters Score -2.284786e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -22851382.000000 Penalty: 14119.034180
	Iteration 9F: 3 clusters Score -2.285138e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -22855318.000000 Penalty: 14119.034180
	Iteration 10F: 3 clusters Score -2.285532e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -22859446.000000 Penalty: 14119.034180
	Iteration 11F: 3 clusters Score -2.285945e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -22862868.000000 Penalty: 14119.034180
	Iteration 12Q: 3 clusters Score -2.286287e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -22865640.000000 Penalty: 14119.034180
	Iteration 13Q: 3 clusters Score -2.286564e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -22867656.000000 Penalty: 14119.034180
	Iteration 14Q: 3 clusters Score -2.286766e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -22868828.000000 Penalty: 14119.034180
	Iteration 15Q: 3 clusters Score -2.286883e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -22869870.000000 Penalty: 14119.034180
	Iteration 16Q: 3 clusters Score -2.286987e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -22870664.000000 Penalty: 14119.034180
	Iteration 17Q: 3 clusters Score -2.287066e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -22871206.000000 Penalty: 14119.034180
	Iteration 18Q: 3 clusters Score -2.287121e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -22871558.000000 Penalty: 14119.034180
	Iteration 19Q: 3 clusters Score -2.287156e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -22871986.000000 Penalty: 14119.034180
	Iteration 20F: 3 clusters Score -2.287199e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 74928 members 
Entering Unmasked Estep 
Score: -22872302.000000 Penalty: 14119.034180
	Iteration 21Q: 3 clusters Score -2.28723e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -22872556.000000 Penalty: 14119.034180
	Iteration 22Q: 3 clusters Score -2.287256e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -22872812.000000 Penalty: 14119.034180
	Iteration 23Q: 3 clusters Score -2.287281e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -22872942.000000 Penalty: 14119.034180
	Iteration 24Q: 3 clusters Score -2.287294e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 72585 members 
Entering Unmasked Estep 
Score: -22873296.000000 Penalty: 14119.034180
	Iteration 25Q: 3 clusters Score -2.28733e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -22873474.000000 Penalty: 14119.034180
	Iteration 26Q: 3 clusters Score -2.287347e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -22873706.000000 Penalty: 14119.034180
	Iteration 27Q: 3 clusters Score -2.287371e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -22873832.000000 Penalty: 14119.034180
	Iteration 28Q: 3 clusters Score -2.287383e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -22873986.000000 Penalty: 14119.034180
	Iteration 29Q: 3 clusters Score -2.287399e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -22874120.000000 Penalty: 14119.034180
	Iteration 30Q: 3 clusters Score -2.287412e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -22874326.000000 Penalty: 14119.034180
	Iteration 31Q: 3 clusters Score -2.287433e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -22874462.000000 Penalty: 14119.034180
	Iteration 32Q: 3 clusters Score -2.287446e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -22874516.000000 Penalty: 14119.034180
	Iteration 33Q: 3 clusters Score -2.287452e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -22874630.000000 Penalty: 14119.034180
	Iteration 34Q: 3 clusters Score -2.287463e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -22874770.000000 Penalty: 14119.034180
	Iteration 35Q: 3 clusters Score -2.287477e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -22874956.000000 Penalty: 14119.034180
	Iteration 36Q: 3 clusters Score -2.287496e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -22875058.000000 Penalty: 14119.034180
	Iteration 37Q: 3 clusters Score -2.287506e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -22875132.000000 Penalty: 14119.034180
	Iteration 38Q: 3 clusters Score -2.287513e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -22875354.000000 Penalty: 14119.034180
	Iteration 39Q: 3 clusters Score -2.287535e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -22875436.000000 Penalty: 14119.034180
	Iteration 40F: 3 clusters Score -2.287544e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -22875582.000000 Penalty: 14119.034180
	Iteration 41Q: 3 clusters Score -2.287558e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -22875806.000000 Penalty: 14119.034180
	Iteration 42Q: 3 clusters Score -2.287581e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -22875882.000000 Penalty: 14119.034180
	Iteration 43Q: 3 clusters Score -2.287588e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -22875996.000000 Penalty: 14119.034180
	Iteration 44Q: 3 clusters Score -2.2876e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -22876112.000000 Penalty: 14119.034180
	Iteration 45Q: 3 clusters Score -2.287611e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -22876266.000000 Penalty: 14119.034180
	Iteration 46Q: 3 clusters Score -2.287627e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -22876312.000000 Penalty: 14119.034180
	Iteration 47Q: 3 clusters Score -2.287631e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -22876334.000000 Penalty: 14119.034180
	Iteration 48Q: 3 clusters Score -2.287633e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -22876500.000000 Penalty: 14119.034180
	Iteration 49Q: 3 clusters Score -2.28765e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -22876608.000000 Penalty: 14119.034180
	Iteration 50Q: 3 clusters Score -2.287661e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -22876698.000000 Penalty: 14119.034180
	Iteration 51Q: 3 clusters Score -2.28767e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -22876804.000000 Penalty: 14119.034180
	Iteration 52Q: 3 clusters Score -2.28768e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -22876916.000000 Penalty: 14119.034180
	Iteration 53Q: 3 clusters Score -2.287692e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -22877046.000000 Penalty: 14119.034180
	Iteration 54Q: 3 clusters Score -2.287705e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -22877148.000000 Penalty: 14119.034180
	Iteration 55Q: 3 clusters Score -2.287715e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -22877320.000000 Penalty: 14119.034180
	Iteration 56Q: 3 clusters Score -2.287732e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -22877600.000000 Penalty: 14119.034180
	Iteration 57Q: 3 clusters Score -2.28776e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -22877700.000000 Penalty: 14119.034180
	Iteration 58Q: 3 clusters Score -2.28777e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -22877914.000000 Penalty: 14119.034180
	Iteration 59Q: 3 clusters Score -2.287791e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -22878162.000000 Penalty: 14119.034180
	Iteration 60F: 3 clusters Score -2.287816e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -22878536.000000 Penalty: 14119.034180
	Iteration 61Q: 3 clusters Score -2.287854e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -22878942.000000 Penalty: 14119.034180
	Iteration 62Q: 3 clusters Score -2.287894e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -22879444.000000 Penalty: 14119.034180
	Iteration 63Q: 3 clusters Score -2.287944e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -22880032.000000 Penalty: 14119.034180
	Iteration 64Q: 3 clusters Score -2.288003e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -22880466.000000 Penalty: 14119.034180
	Iteration 65Q: 3 clusters Score -2.288047e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -22880712.000000 Penalty: 14119.034180
	Iteration 66Q: 3 clusters Score -2.288071e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -22881126.000000 Penalty: 14119.034180
	Iteration 67Q: 3 clusters Score -2.288113e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -22881302.000000 Penalty: 14119.034180
	Iteration 68Q: 3 clusters Score -2.28813e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -22881456.000000 Penalty: 14119.034180
	Iteration 69Q: 3 clusters Score -2.288146e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -22881536.000000 Penalty: 14119.034180
	Iteration 70Q: 3 clusters Score -2.288154e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -22881582.000000 Penalty: 14119.034180
	Iteration 71Q: 3 clusters Score -2.288158e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -22881558.000000 Penalty: 14119.034180
	Iteration 72Q: 3 clusters Score -2.288156e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -22881654.000000 Penalty: 14119.034180
	Iteration 73Q: 3 clusters Score -2.288165e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -22881740.000000 Penalty: 14119.034180
	Iteration 74Q: 3 clusters Score -2.288174e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -22881736.000000 Penalty: 14119.034180
	Iteration 75Q: 3 clusters Score -2.288174e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -22881720.000000 Penalty: 14119.034180
	Iteration 76Q: 3 clusters Score -2.288172e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -22881754.000000 Penalty: 14119.034180
	Iteration 77Q: 3 clusters Score -2.288175e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -22881752.000000 Penalty: 14119.034180
	Iteration 78Q: 3 clusters Score -2.288175e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -22881744.000000 Penalty: 14119.034180
	Iteration 79Q: 3 clusters Score -2.288174e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -22881758.000000 Penalty: 14119.034180
	Iteration 80F: 3 clusters Score -2.288176e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -22881768.000000 Penalty: 14119.034180
	Iteration 81Q: 3 clusters Score -2.288177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -22881806.000000 Penalty: 14119.034180
	Iteration 82Q: 3 clusters Score -2.288181e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -22881812.000000 Penalty: 14119.034180
	Iteration 83Q: 3 clusters Score -2.288181e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -22881794.000000 Penalty: 14119.034180
	Iteration 84Q: 3 clusters Score -2.288179e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -22881768.000000 Penalty: 14119.034180
	Iteration 85Q: 3 clusters Score -2.288177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -22881794.000000 Penalty: 14119.034180
	Iteration 86Q: 3 clusters Score -2.288179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -22881782.000000 Penalty: 14119.034180
	Iteration 87Q: 3 clusters Score -2.288178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -22881786.000000 Penalty: 14119.034180
	Iteration 88Q: 3 clusters Score -2.288179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -22881790.000000 Penalty: 14119.034180
	Iteration 89Q: 3 clusters Score -2.288179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -22881778.000000 Penalty: 14119.034180
	Iteration 90Q: 3 clusters Score -2.288178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -22881762.000000 Penalty: 14119.034180
	Iteration 91Q: 3 clusters Score -2.288176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -22881752.000000 Penalty: 14119.034180
	Iteration 92Q: 3 clusters Score -2.288175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -22881748.000000 Penalty: 14119.034180
	Iteration 93Q: 3 clusters Score -2.288175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -22881758.000000 Penalty: 14119.034180
	Iteration 94Q: 3 clusters Score -2.288176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -22881760.000000 Penalty: 14119.034180
	Iteration 95Q: 3 clusters Score -2.288176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -22881762.000000 Penalty: 14119.034180
	Iteration 96Q: 3 clusters Score -2.288176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -22881762.000000 Penalty: 14119.034180
	Iteration 97Q: 3 clusters Score -2.288176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -22881742.000000 Penalty: 14119.034180
	Iteration 98Q: 3 clusters Score -2.288174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -22881758.000000 Penalty: 14119.034180
	Iteration 99Q: 3 clusters Score -2.288176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -22881760.000000 Penalty: 14119.034180
	Iteration 100F: 3 clusters Score -2.288176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -22881760.000000 Penalty: 14119.034180
	Iteration 101Q: 3 clusters Score -2.288176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -22881776.000000 Penalty: 14119.034180
	Iteration 102Q: 3 clusters Score -2.288178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -22881766.000000 Penalty: 14119.034180
	Iteration 103Q: 3 clusters Score -2.288177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -22881772.000000 Penalty: 14119.034180
	Iteration 104Q: 3 clusters Score -2.288177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -22881758.000000 Penalty: 14119.034180
	Iteration 105Q: 3 clusters Score -2.288176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -22881762.000000 Penalty: 14119.034180
	Iteration 106Q: 3 clusters Score -2.288176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -22881766.000000 Penalty: 14119.034180
	Iteration 107Q: 3 clusters Score -2.288177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -22881762.000000 Penalty: 14119.034180
	Iteration 108Q: 3 clusters Score -2.288176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -22881764.000000 Penalty: 14119.034180
	Iteration 109Q: 3 clusters Score -2.288176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -22881744.000000 Penalty: 14119.034180
	Iteration 110Q: 3 clusters Score -2.288174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -22881750.000000 Penalty: 14119.034180
	Iteration 111Q: 3 clusters Score -2.288175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -22881762.000000 Penalty: 14119.034180
	Iteration 112Q: 3 clusters Score -2.288176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -22881746.000000 Penalty: 14119.034180
	Iteration 113Q: 3 clusters Score -2.288175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -22881746.000000 Penalty: 14119.034180
	Iteration 114F: 3 clusters Score -2.288175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144519 members 
Mstep: Class 3 contains 32192 members 
Mstep: Class 4 contains 61474 members 
Mstep: Class 5 contains 62817 members 
Mstep: Class 6 contains 8917 members 
Mstep: Class 7 contains 19969 members 
Mstep: Class 8 contains 17578 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37032 members 
Mstep: Class 11 contains 124255 members 
Mstep: Class 12 contains 62270 members 
Mstep: Class 13 contains 14295 members 
Mstep: Class 14 contains 19007 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 10468 members 
Mstep: Class 17 contains 29810 members 
Mstep: Class 18 contains 9684 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71622 members 
Mstep: Class 21 contains 117443 members 
Mstep: Class 22 contains 62811 members 
Mstep: Class 23 contains 13937 members 
Mstep: Class 24 contains 149621 members 
Mstep: Class 25 contains 69023 members 
Mstep: Class 26 contains 14918 members 
Mstep: Class 27 contains 38479 members 
Entering Unmasked Estep 
Score: -272402304.000000 Penalty: 231727.812500
Splitting cluster 22 changes total score from -272402816.000000 to -272402304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (13937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Entering Unmasked Estep 
Score: -3173843.750000 Penalty: 5844.660156
	Iteration 0F: 2 clusters Score -3173844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3161053.250000 Penalty: 11689.320312
	Iteration 0F: 3 clusters Score -3161053 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3164025.500000 Penalty: 11689.320312
	Iteration 1F: 3 clusters Score -3164026 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3164541.000000 Penalty: 11689.320312
	Iteration 2F: 3 clusters Score -3164541 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -3164851.250000 Penalty: 11689.320312
	Iteration 3Q: 3 clusters Score -3164851 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3165057.500000 Penalty: 11689.320312
	Iteration 4Q: 3 clusters Score -3165058 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -3165180.250000 Penalty: 11689.320312
	Iteration 5Q: 3 clusters Score -3165180 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3165285.500000 Penalty: 11689.320312
	Iteration 6Q: 3 clusters Score -3165286 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3165355.250000 Penalty: 11689.320312
	Iteration 7Q: 3 clusters Score -3165355 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3165427.750000 Penalty: 11689.320312
	Iteration 8Q: 3 clusters Score -3165428 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3165499.750000 Penalty: 11689.320312
	Iteration 9Q: 3 clusters Score -3165500 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3165543.500000 Penalty: 11689.320312
	Iteration 10Q: 3 clusters Score -3165544 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3165569.500000 Penalty: 11689.320312
	Iteration 11Q: 3 clusters Score -3165570 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3165618.250000 Penalty: 11689.320312
	Iteration 12Q: 3 clusters Score -3165618 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3165646.500000 Penalty: 11689.320312
	Iteration 13Q: 3 clusters Score -3165646 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3165675.000000 Penalty: 11689.320312
	Iteration 14Q: 3 clusters Score -3165675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3165693.250000 Penalty: 11689.320312
	Iteration 15Q: 3 clusters Score -3165693 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3165703.250000 Penalty: 11689.320312
	Iteration 16Q: 3 clusters Score -3165703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3165715.500000 Penalty: 11689.320312
	Iteration 17Q: 3 clusters Score -3165716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3165743.000000 Penalty: 11689.320312
	Iteration 18Q: 3 clusters Score -3165743 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3165750.500000 Penalty: 11689.320312
	Iteration 19Q: 3 clusters Score -3165750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3165764.750000 Penalty: 11689.320312
	Iteration 20F: 3 clusters Score -3165765 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3165792.250000 Penalty: 11689.320312
	Iteration 21Q: 3 clusters Score -3165792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3165804.500000 Penalty: 11689.320312
	Iteration 22Q: 3 clusters Score -3165804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3165821.500000 Penalty: 11689.320312
	Iteration 23Q: 3 clusters Score -3165822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3165840.000000 Penalty: 11689.320312
	Iteration 24Q: 3 clusters Score -3165840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3165861.750000 Penalty: 11689.320312
	Iteration 25Q: 3 clusters Score -3165862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3165883.750000 Penalty: 11689.320312
	Iteration 26Q: 3 clusters Score -3165884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3165895.500000 Penalty: 11689.320312
	Iteration 27Q: 3 clusters Score -3165896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3165903.250000 Penalty: 11689.320312
	Iteration 28Q: 3 clusters Score -3165903 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3165932.500000 Penalty: 11689.320312
	Iteration 29Q: 3 clusters Score -3165932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3165949.000000 Penalty: 11689.320312
	Iteration 30Q: 3 clusters Score -3165949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3165956.000000 Penalty: 11689.320312
	Iteration 31Q: 3 clusters Score -3165956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3165973.250000 Penalty: 11689.320312
	Iteration 32Q: 3 clusters Score -3165973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3165970.250000 Penalty: 11689.320312
	Iteration 33Q: 3 clusters Score -3165970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3165976.250000 Penalty: 11689.320312
	Iteration 34Q: 3 clusters Score -3165976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -3165984.250000 Penalty: 11689.320312
	Iteration 35Q: 3 clusters Score -3165984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3165990.000000 Penalty: 11689.320312
	Iteration 36Q: 3 clusters Score -3165990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3166007.250000 Penalty: 11689.320312
	Iteration 37Q: 3 clusters Score -3166007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3166014.500000 Penalty: 11689.320312
	Iteration 38Q: 3 clusters Score -3166014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3166026.000000 Penalty: 11689.320312
	Iteration 39Q: 3 clusters Score -3166026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3166040.500000 Penalty: 11689.320312
	Iteration 40F: 3 clusters Score -3166040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3166042.750000 Penalty: 11689.320312
	Iteration 41Q: 3 clusters Score -3166043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3166053.000000 Penalty: 11689.320312
	Iteration 42Q: 3 clusters Score -3166053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3166063.250000 Penalty: 11689.320312
	Iteration 43Q: 3 clusters Score -3166063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3166071.250000 Penalty: 11689.320312
	Iteration 44Q: 3 clusters Score -3166071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3166080.500000 Penalty: 11689.320312
	Iteration 45Q: 3 clusters Score -3166080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3166086.500000 Penalty: 11689.320312
	Iteration 46Q: 3 clusters Score -3166086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3166100.000000 Penalty: 11689.320312
	Iteration 47Q: 3 clusters Score -3166100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -3166103.750000 Penalty: 11689.320312
	Iteration 48Q: 3 clusters Score -3166104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3166113.250000 Penalty: 11689.320312
	Iteration 49Q: 3 clusters Score -3166113 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3166137.000000 Penalty: 11689.320312
	Iteration 50Q: 3 clusters Score -3166137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3166143.500000 Penalty: 11689.320312
	Iteration 51Q: 3 clusters Score -3166144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3166162.750000 Penalty: 11689.320312
	Iteration 52Q: 3 clusters Score -3166163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3166171.500000 Penalty: 11689.320312
	Iteration 53Q: 3 clusters Score -3166172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3166198.000000 Penalty: 11689.320312
	Iteration 54Q: 3 clusters Score -3166198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3166220.250000 Penalty: 11689.320312
	Iteration 55Q: 3 clusters Score -3166220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3166248.500000 Penalty: 11689.320312
	Iteration 56Q: 3 clusters Score -3166248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3166259.500000 Penalty: 11689.320312
	Iteration 57Q: 3 clusters Score -3166260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3166290.000000 Penalty: 11689.320312
	Iteration 58Q: 3 clusters Score -3166290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -3166294.000000 Penalty: 11689.320312
	Iteration 59Q: 3 clusters Score -3166294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3166324.750000 Penalty: 11689.320312
	Iteration 60F: 3 clusters Score -3166325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3166349.250000 Penalty: 11689.320312
	Iteration 61Q: 3 clusters Score -3166349 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -3166367.750000 Penalty: 11689.320312
	Iteration 62Q: 3 clusters Score -3166368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3166395.750000 Penalty: 11689.320312
	Iteration 63Q: 3 clusters Score -3166396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3166423.250000 Penalty: 11689.320312
	Iteration 64Q: 3 clusters Score -3166423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3166452.500000 Penalty: 11689.320312
	Iteration 65Q: 3 clusters Score -3166452 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3166479.000000 Penalty: 11689.320312
	Iteration 66Q: 3 clusters Score -3166479 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3166500.750000 Penalty: 11689.320312
	Iteration 67Q: 3 clusters Score -3166501 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3166538.000000 Penalty: 11689.320312
	Iteration 68Q: 3 clusters Score -3166538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3166562.000000 Penalty: 11689.320312
	Iteration 69Q: 3 clusters Score -3166562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3166614.250000 Penalty: 11689.320312
	Iteration 70Q: 3 clusters Score -3166614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3166646.250000 Penalty: 11689.320312
	Iteration 71Q: 3 clusters Score -3166646 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3166707.500000 Penalty: 11689.320312
	Iteration 72Q: 3 clusters Score -3166708 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3166762.000000 Penalty: 11689.320312
	Iteration 73Q: 3 clusters Score -3166762 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3166824.750000 Penalty: 11689.320312
	Iteration 74Q: 3 clusters Score -3166825 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3166899.000000 Penalty: 11689.320312
	Iteration 75Q: 3 clusters Score -3166899 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3166974.250000 Penalty: 11689.320312
	Iteration 76Q: 3 clusters Score -3166974 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3167061.000000 Penalty: 11689.320312
	Iteration 77Q: 3 clusters Score -3167061 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3167161.250000 Penalty: 11689.320312
	Iteration 78Q: 3 clusters Score -3167161 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3167272.750000 Penalty: 11689.320312
	Iteration 79Q: 3 clusters Score -3167273 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3167373.750000 Penalty: 11689.320312
	Iteration 80F: 3 clusters Score -3167374 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3167468.250000 Penalty: 11689.320312
	Iteration 81Q: 3 clusters Score -3167468 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3167587.500000 Penalty: 11689.320312
	Iteration 82Q: 3 clusters Score -3167588 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3167691.000000 Penalty: 11689.320312
	Iteration 83Q: 3 clusters Score -3167691 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3167795.750000 Penalty: 11689.320312
	Iteration 84Q: 3 clusters Score -3167796 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3167906.250000 Penalty: 11689.320312
	Iteration 85Q: 3 clusters Score -3167906 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3167994.750000 Penalty: 11689.320312
	Iteration 86Q: 3 clusters Score -3167995 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3168073.500000 Penalty: 11689.320312
	Iteration 87Q: 3 clusters Score -3168074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3168150.250000 Penalty: 11689.320312
	Iteration 88Q: 3 clusters Score -3168150 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3168223.750000 Penalty: 11689.320312
	Iteration 89Q: 3 clusters Score -3168224 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3168279.750000 Penalty: 11689.320312
	Iteration 90Q: 3 clusters Score -3168280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3168319.000000 Penalty: 11689.320312
	Iteration 91Q: 3 clusters Score -3168319 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3168360.500000 Penalty: 11689.320312
	Iteration 92Q: 3 clusters Score -3168360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3168402.750000 Penalty: 11689.320312
	Iteration 93Q: 3 clusters Score -3168403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3168438.750000 Penalty: 11689.320312
	Iteration 94Q: 3 clusters Score -3168439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3168468.750000 Penalty: 11689.320312
	Iteration 95Q: 3 clusters Score -3168469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3168493.250000 Penalty: 11689.320312
	Iteration 96Q: 3 clusters Score -3168493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3168511.000000 Penalty: 11689.320312
	Iteration 97Q: 3 clusters Score -3168511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3168522.500000 Penalty: 11689.320312
	Iteration 98Q: 3 clusters Score -3168522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3168538.500000 Penalty: 11689.320312
	Iteration 99Q: 3 clusters Score -3168538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3168554.250000 Penalty: 11689.320312
	Iteration 100F: 3 clusters Score -3168554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3168577.000000 Penalty: 11689.320312
	Iteration 101Q: 3 clusters Score -3168577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3168588.500000 Penalty: 11689.320312
	Iteration 102Q: 3 clusters Score -3168588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3168599.750000 Penalty: 11689.320312
	Iteration 103Q: 3 clusters Score -3168600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3168605.500000 Penalty: 11689.320312
	Iteration 104Q: 3 clusters Score -3168606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3168605.500000 Penalty: 11689.320312
	Iteration 105Q: 3 clusters Score -3168606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3168612.500000 Penalty: 11689.320312
	Iteration 106Q: 3 clusters Score -3168612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3168612.500000 Penalty: 11689.320312
	Iteration 107Q: 3 clusters Score -3168612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3168621.750000 Penalty: 11689.320312
	Iteration 108Q: 3 clusters Score -3168622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3168622.250000 Penalty: 11689.320312
	Iteration 109Q: 3 clusters Score -3168622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3168623.000000 Penalty: 11689.320312
	Iteration 110Q: 3 clusters Score -3168623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3168629.500000 Penalty: 11689.320312
	Iteration 111Q: 3 clusters Score -3168630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3168639.250000 Penalty: 11689.320312
	Iteration 112Q: 3 clusters Score -3168639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3168639.500000 Penalty: 11689.320312
	Iteration 113Q: 3 clusters Score -3168640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3168639.500000 Penalty: 11689.320312
	Iteration 114Q: 3 clusters Score -3168640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3168640.250000 Penalty: 11689.320312
	Iteration 115Q: 3 clusters Score -3168640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3168638.000000 Penalty: 11689.320312
	Iteration 116Q: 3 clusters Score -3168638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3168638.000000 Penalty: 11689.320312
	Iteration 117F: 3 clusters Score -3168638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (149621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Entering Unmasked Estep 
Score: -34260836.000000 Penalty: 7298.464844
	Iteration 0F: 2 clusters Score -3.426084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -34174552.000000 Penalty: 14596.929688
	Iteration 0F: 3 clusters Score -3.417455e+07 nChanged 69344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -34213420.000000 Penalty: 14596.929688
	Iteration 1F: 3 clusters Score -3.421342e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -34214524.000000 Penalty: 14596.929688
	Iteration 2Q: 3 clusters Score -3.421452e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -34215664.000000 Penalty: 14596.929688
	Iteration 3Q: 3 clusters Score -3.421566e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -34216580.000000 Penalty: 14596.929688
	Iteration 4Q: 3 clusters Score -3.421658e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 71740 members 
Entering Unmasked Estep 
Score: -34217972.000000 Penalty: 14596.929688
	Iteration 5Q: 3 clusters Score -3.421797e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -34219724.000000 Penalty: 14596.929688
	Iteration 6Q: 3 clusters Score -3.421972e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -34222296.000000 Penalty: 14596.929688
	Iteration 7Q: 3 clusters Score -3.42223e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -34226692.000000 Penalty: 14596.929688
	Iteration 8Q: 3 clusters Score -3.422669e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -34232692.000000 Penalty: 14596.929688
	Iteration 9F: 3 clusters Score -3.423269e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -34240276.000000 Penalty: 14596.929688
	Iteration 10F: 3 clusters Score -3.424028e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -34247544.000000 Penalty: 14596.929688
	Iteration 11F: 3 clusters Score -3.424754e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88537 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -34253476.000000 Penalty: 14596.929688
	Iteration 12F: 3 clusters Score -3.425348e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -34258072.000000 Penalty: 14596.929688
	Iteration 13F: 3 clusters Score -3.425807e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94715 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -34261724.000000 Penalty: 14596.929688
	Iteration 14Q: 3 clusters Score -3.426172e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97189 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -34263976.000000 Penalty: 14596.929688
	Iteration 15Q: 3 clusters Score -3.426398e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -34265360.000000 Penalty: 14596.929688
	Iteration 16Q: 3 clusters Score -3.426536e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100153 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -34266012.000000 Penalty: 14596.929688
	Iteration 17Q: 3 clusters Score -3.426601e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -34266540.000000 Penalty: 14596.929688
	Iteration 18Q: 3 clusters Score -3.426654e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -34266892.000000 Penalty: 14596.929688
	Iteration 19Q: 3 clusters Score -3.426689e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102303 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -34267016.000000 Penalty: 14596.929688
	Iteration 20F: 3 clusters Score -3.426702e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -34267160.000000 Penalty: 14596.929688
	Iteration 21Q: 3 clusters Score -3.426716e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102852 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -34267256.000000 Penalty: 14596.929688
	Iteration 22Q: 3 clusters Score -3.426726e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102952 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -34267428.000000 Penalty: 14596.929688
	Iteration 23Q: 3 clusters Score -3.426743e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -34267472.000000 Penalty: 14596.929688
	Iteration 24Q: 3 clusters Score -3.426747e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103044 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -34267508.000000 Penalty: 14596.929688
	Iteration 25Q: 3 clusters Score -3.426751e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -34267588.000000 Penalty: 14596.929688
	Iteration 26Q: 3 clusters Score -3.426759e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -34267604.000000 Penalty: 14596.929688
	Iteration 27Q: 3 clusters Score -3.42676e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102948 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -34267692.000000 Penalty: 14596.929688
	Iteration 28Q: 3 clusters Score -3.426769e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102850 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -34267736.000000 Penalty: 14596.929688
	Iteration 29Q: 3 clusters Score -3.426774e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -34267780.000000 Penalty: 14596.929688
	Iteration 30Q: 3 clusters Score -3.426778e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102569 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -34267764.000000 Penalty: 14596.929688
	Iteration 31Q: 3 clusters Score -3.426776e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -34267736.000000 Penalty: 14596.929688
	Iteration 32Q: 3 clusters Score -3.426774e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102222 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -34267828.000000 Penalty: 14596.929688
	Iteration 33Q: 3 clusters Score -3.426783e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -34267852.000000 Penalty: 14596.929688
	Iteration 34Q: 3 clusters Score -3.426785e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -34267904.000000 Penalty: 14596.929688
	Iteration 35Q: 3 clusters Score -3.42679e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101465 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -34267968.000000 Penalty: 14596.929688
	Iteration 36Q: 3 clusters Score -3.426797e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101161 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -34268088.000000 Penalty: 14596.929688
	Iteration 37Q: 3 clusters Score -3.426809e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -34268256.000000 Penalty: 14596.929688
	Iteration 38Q: 3 clusters Score -3.426826e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100415 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -34268328.000000 Penalty: 14596.929688
	Iteration 39Q: 3 clusters Score -3.426833e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -34268404.000000 Penalty: 14596.929688
	Iteration 40F: 3 clusters Score -3.42684e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99546 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -34268464.000000 Penalty: 14596.929688
	Iteration 41Q: 3 clusters Score -3.426846e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99036 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -34268528.000000 Penalty: 14596.929688
	Iteration 42Q: 3 clusters Score -3.426853e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -34268652.000000 Penalty: 14596.929688
	Iteration 43Q: 3 clusters Score -3.426865e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -34268824.000000 Penalty: 14596.929688
	Iteration 44Q: 3 clusters Score -3.426882e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -34268896.000000 Penalty: 14596.929688
	Iteration 45Q: 3 clusters Score -3.42689e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96885 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -34268940.000000 Penalty: 14596.929688
	Iteration 46Q: 3 clusters Score -3.426894e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -34269100.000000 Penalty: 14596.929688
	Iteration 47Q: 3 clusters Score -3.42691e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95609 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -34269160.000000 Penalty: 14596.929688
	Iteration 48Q: 3 clusters Score -3.426916e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -34269272.000000 Penalty: 14596.929688
	Iteration 49Q: 3 clusters Score -3.426927e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -34269328.000000 Penalty: 14596.929688
	Iteration 50Q: 3 clusters Score -3.426933e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93679 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -34269432.000000 Penalty: 14596.929688
	Iteration 51Q: 3 clusters Score -3.426943e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -34269560.000000 Penalty: 14596.929688
	Iteration 52Q: 3 clusters Score -3.426956e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -34269692.000000 Penalty: 14596.929688
	Iteration 53Q: 3 clusters Score -3.426969e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -34269832.000000 Penalty: 14596.929688
	Iteration 54Q: 3 clusters Score -3.426983e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -34269928.000000 Penalty: 14596.929688
	Iteration 55Q: 3 clusters Score -3.426993e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -34269968.000000 Penalty: 14596.929688
	Iteration 56Q: 3 clusters Score -3.426997e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -34270036.000000 Penalty: 14596.929688
	Iteration 57Q: 3 clusters Score -3.427004e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -34270156.000000 Penalty: 14596.929688
	Iteration 58Q: 3 clusters Score -3.427016e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -34270248.000000 Penalty: 14596.929688
	Iteration 59Q: 3 clusters Score -3.427025e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -34270296.000000 Penalty: 14596.929688
	Iteration 60F: 3 clusters Score -3.42703e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -34270324.000000 Penalty: 14596.929688
	Iteration 61Q: 3 clusters Score -3.427032e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -34270420.000000 Penalty: 14596.929688
	Iteration 62Q: 3 clusters Score -3.427042e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -34270360.000000 Penalty: 14596.929688
	Iteration 63Q: 3 clusters Score -3.427036e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86650 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
Score: -34270392.000000 Penalty: 14596.929688
	Iteration 64Q: 3 clusters Score -3.427039e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -34270460.000000 Penalty: 14596.929688
	Iteration 65Q: 3 clusters Score -3.427046e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -34270496.000000 Penalty: 14596.929688
	Iteration 66Q: 3 clusters Score -3.42705e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -34270476.000000 Penalty: 14596.929688
	Iteration 67Q: 3 clusters Score -3.427048e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -34270556.000000 Penalty: 14596.929688
	Iteration 68Q: 3 clusters Score -3.427056e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -34270504.000000 Penalty: 14596.929688
	Iteration 69Q: 3 clusters Score -3.42705e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -34270544.000000 Penalty: 14596.929688
	Iteration 70Q: 3 clusters Score -3.427054e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -34270648.000000 Penalty: 14596.929688
	Iteration 71Q: 3 clusters Score -3.427065e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -34270708.000000 Penalty: 14596.929688
	Iteration 72Q: 3 clusters Score -3.427071e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -34270708.000000 Penalty: 14596.929688
	Iteration 73Q: 3 clusters Score -3.427071e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -34270672.000000 Penalty: 14596.929688
	Iteration 74Q: 3 clusters Score -3.427067e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -34270684.000000 Penalty: 14596.929688
	Iteration 75Q: 3 clusters Score -3.427068e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -34270728.000000 Penalty: 14596.929688
	Iteration 76Q: 3 clusters Score -3.427073e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -34270880.000000 Penalty: 14596.929688
	Iteration 77Q: 3 clusters Score -3.427088e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -34270956.000000 Penalty: 14596.929688
	Iteration 78Q: 3 clusters Score -3.427096e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -34270916.000000 Penalty: 14596.929688
	Iteration 79Q: 3 clusters Score -3.427092e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -34270960.000000 Penalty: 14596.929688
	Iteration 80F: 3 clusters Score -3.427096e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -34271048.000000 Penalty: 14596.929688
	Iteration 81Q: 3 clusters Score -3.427105e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -34271040.000000 Penalty: 14596.929688
	Iteration 82Q: 3 clusters Score -3.427104e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -34271148.000000 Penalty: 14596.929688
	Iteration 83Q: 3 clusters Score -3.427115e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78334 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -34271184.000000 Penalty: 14596.929688
	Iteration 84Q: 3 clusters Score -3.427118e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -34271276.000000 Penalty: 14596.929688
	Iteration 85Q: 3 clusters Score -3.427128e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -34271328.000000 Penalty: 14596.929688
	Iteration 86Q: 3 clusters Score -3.427133e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -34271300.000000 Penalty: 14596.929688
	Iteration 87Q: 3 clusters Score -3.42713e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -34271372.000000 Penalty: 14596.929688
	Iteration 88Q: 3 clusters Score -3.427137e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -34271384.000000 Penalty: 14596.929688
	Iteration 89Q: 3 clusters Score -3.427138e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -34271388.000000 Penalty: 14596.929688
	Iteration 90Q: 3 clusters Score -3.427139e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -34271444.000000 Penalty: 14596.929688
	Iteration 91Q: 3 clusters Score -3.427144e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -34271436.000000 Penalty: 14596.929688
	Iteration 92Q: 3 clusters Score -3.427144e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -34271428.000000 Penalty: 14596.929688
	Iteration 93Q: 3 clusters Score -3.427143e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -34271416.000000 Penalty: 14596.929688
	Iteration 94Q: 3 clusters Score -3.427142e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -34271424.000000 Penalty: 14596.929688
	Iteration 95Q: 3 clusters Score -3.427142e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 75970 members 
Entering Unmasked Estep 
Score: -34271428.000000 Penalty: 14596.929688
	Iteration 96Q: 3 clusters Score -3.427143e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -34271496.000000 Penalty: 14596.929688
	Iteration 97Q: 3 clusters Score -3.42715e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -34271600.000000 Penalty: 14596.929688
	Iteration 98Q: 3 clusters Score -3.42716e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -34271584.000000 Penalty: 14596.929688
	Iteration 99Q: 3 clusters Score -3.427158e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -34271716.000000 Penalty: 14596.929688
	Iteration 100F: 3 clusters Score -3.427172e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -34271716.000000 Penalty: 14596.929688
	Iteration 101Q: 3 clusters Score -3.427172e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -34271736.000000 Penalty: 14596.929688
	Iteration 102Q: 3 clusters Score -3.427174e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -34271736.000000 Penalty: 14596.929688
	Iteration 103Q: 3 clusters Score -3.427174e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -34271788.000000 Penalty: 14596.929688
	Iteration 104Q: 3 clusters Score -3.427179e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70536 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -34271800.000000 Penalty: 14596.929688
	Iteration 105Q: 3 clusters Score -3.42718e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 79337 members 
Entering Unmasked Estep 
Score: -34271776.000000 Penalty: 14596.929688
	Iteration 106Q: 3 clusters Score -3.427178e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -34271792.000000 Penalty: 14596.929688
	Iteration 107Q: 3 clusters Score -3.427179e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -34271804.000000 Penalty: 14596.929688
	Iteration 108Q: 3 clusters Score -3.42718e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -34271812.000000 Penalty: 14596.929688
	Iteration 109Q: 3 clusters Score -3.427181e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -34271760.000000 Penalty: 14596.929688
	Iteration 110Q: 3 clusters Score -3.427176e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 80457 members 
Entering Unmasked Estep 
Score: -34271844.000000 Penalty: 14596.929688
	Iteration 111Q: 3 clusters Score -3.427184e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
Score: -34271888.000000 Penalty: 14596.929688
	Iteration 112Q: 3 clusters Score -3.427189e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -34271912.000000 Penalty: 14596.929688
	Iteration 113Q: 3 clusters Score -3.427191e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -34271936.000000 Penalty: 14596.929688
	Iteration 114Q: 3 clusters Score -3.427194e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -34271916.000000 Penalty: 14596.929688
	Iteration 115Q: 3 clusters Score -3.427192e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -34271864.000000 Penalty: 14596.929688
	Iteration 116Q: 3 clusters Score -3.427186e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -34271924.000000 Penalty: 14596.929688
	Iteration 117Q: 3 clusters Score -3.427192e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -34271956.000000 Penalty: 14596.929688
	Iteration 118Q: 3 clusters Score -3.427196e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -34271908.000000 Penalty: 14596.929688
	Iteration 119Q: 3 clusters Score -3.427191e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 81802 members 
Entering Unmasked Estep 
Score: -34271960.000000 Penalty: 14596.929688
	Iteration 120F: 3 clusters Score -3.427196e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -34271952.000000 Penalty: 14596.929688
	Iteration 121Q: 3 clusters Score -3.427195e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -34271960.000000 Penalty: 14596.929688
	Iteration 122Q: 3 clusters Score -3.427196e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
Score: -34271964.000000 Penalty: 14596.929688
	Iteration 123Q: 3 clusters Score -3.427196e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 82294 members 
Entering Unmasked Estep 
Score: -34272008.000000 Penalty: 14596.929688
	Iteration 124Q: 3 clusters Score -3.427201e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -34272008.000000 Penalty: 14596.929688
	Iteration 125Q: 3 clusters Score -3.427201e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -34271968.000000 Penalty: 14596.929688
	Iteration 126Q: 3 clusters Score -3.427197e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -34271956.000000 Penalty: 14596.929688
	Iteration 127Q: 3 clusters Score -3.427196e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 82737 members 
Entering Unmasked Estep 
Score: -34271996.000000 Penalty: 14596.929688
	Iteration 128Q: 3 clusters Score -3.4272e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -34271956.000000 Penalty: 14596.929688
	Iteration 129Q: 3 clusters Score -3.427196e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -34271964.000000 Penalty: 14596.929688
	Iteration 130Q: 3 clusters Score -3.427196e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -34271932.000000 Penalty: 14596.929688
	Iteration 131Q: 3 clusters Score -3.427193e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -34271932.000000 Penalty: 14596.929688
	Iteration 132Q: 3 clusters Score -3.427193e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 83138 members 
Entering Unmasked Estep 
Score: -34271940.000000 Penalty: 14596.929688
	Iteration 133Q: 3 clusters Score -3.427194e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -34271916.000000 Penalty: 14596.929688
	Iteration 134Q: 3 clusters Score -3.427192e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -34271908.000000 Penalty: 14596.929688
	Iteration 135Q: 3 clusters Score -3.427191e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -34271924.000000 Penalty: 14596.929688
	Iteration 136Q: 3 clusters Score -3.427192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -34271884.000000 Penalty: 14596.929688
	Iteration 137Q: 3 clusters Score -3.427188e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -34271912.000000 Penalty: 14596.929688
	Iteration 138Q: 3 clusters Score -3.427191e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66205 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -34271888.000000 Penalty: 14596.929688
	Iteration 139Q: 3 clusters Score -3.427189e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -34271888.000000 Penalty: 14596.929688
	Iteration 140F: 3 clusters Score -3.427189e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -34271856.000000 Penalty: 14596.929688
	Iteration 141Q: 3 clusters Score -3.427186e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -34271864.000000 Penalty: 14596.929688
	Iteration 142Q: 3 clusters Score -3.427186e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -34271880.000000 Penalty: 14596.929688
	Iteration 143Q: 3 clusters Score -3.427188e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -34271856.000000 Penalty: 14596.929688
	Iteration 144Q: 3 clusters Score -3.427186e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -34271848.000000 Penalty: 14596.929688
	Iteration 145Q: 3 clusters Score -3.427185e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -34271872.000000 Penalty: 14596.929688
	Iteration 146Q: 3 clusters Score -3.427187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -34271860.000000 Penalty: 14596.929688
	Iteration 147Q: 3 clusters Score -3.427186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -34271880.000000 Penalty: 14596.929688
	Iteration 148Q: 3 clusters Score -3.427188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
Score: -34271872.000000 Penalty: 14596.929688
	Iteration 149Q: 3 clusters Score -3.427187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -34271876.000000 Penalty: 14596.929688
	Iteration 150Q: 3 clusters Score -3.427188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -34271908.000000 Penalty: 14596.929688
	Iteration 151Q: 3 clusters Score -3.427191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 83900 members 
Entering Unmasked Estep 
Score: -34271892.000000 Penalty: 14596.929688
	Iteration 152Q: 3 clusters Score -3.427189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -34271896.000000 Penalty: 14596.929688
	Iteration 153Q: 3 clusters Score -3.42719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -34271876.000000 Penalty: 14596.929688
	Iteration 154Q: 3 clusters Score -3.427188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -34271900.000000 Penalty: 14596.929688
	Iteration 155Q: 3 clusters Score -3.42719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -34271880.000000 Penalty: 14596.929688
	Iteration 156Q: 3 clusters Score -3.427188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 83980 members 
Entering Unmasked Estep 
Score: -34271868.000000 Penalty: 14596.929688
	Iteration 157Q: 3 clusters Score -3.427187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -34271900.000000 Penalty: 14596.929688
	Iteration 158Q: 3 clusters Score -3.42719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -34271880.000000 Penalty: 14596.929688
	Iteration 159Q: 3 clusters Score -3.427188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -34271880.000000 Penalty: 14596.929688
	Iteration 160F: 3 clusters Score -3.427188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -34271880.000000 Penalty: 14596.929688
	Iteration 161Q: 3 clusters Score -3.427188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -34271876.000000 Penalty: 14596.929688
	Iteration 162Q: 3 clusters Score -3.427188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -34271880.000000 Penalty: 14596.929688
	Iteration 163Q: 3 clusters Score -3.427188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -34271868.000000 Penalty: 14596.929688
	Iteration 164Q: 3 clusters Score -3.427187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
Score: -34271840.000000 Penalty: 14596.929688
	Iteration 165Q: 3 clusters Score -3.427184e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -34271824.000000 Penalty: 14596.929688
	Iteration 166Q: 3 clusters Score -3.427182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -34271848.000000 Penalty: 14596.929688
	Iteration 167Q: 3 clusters Score -3.427185e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -34271836.000000 Penalty: 14596.929688
	Iteration 168Q: 3 clusters Score -3.427184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 84199 members 
Entering Unmasked Estep 
Score: -34271852.000000 Penalty: 14596.929688
	Iteration 169Q: 3 clusters Score -3.427185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 84212 members 
Entering Unmasked Estep 
Score: -34271832.000000 Penalty: 14596.929688
	Iteration 170Q: 3 clusters Score -3.427183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -34271864.000000 Penalty: 14596.929688
	Iteration 171Q: 3 clusters Score -3.427186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -34271896.000000 Penalty: 14596.929688
	Iteration 172Q: 3 clusters Score -3.42719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -34271868.000000 Penalty: 14596.929688
	Iteration 173Q: 3 clusters Score -3.427187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -34271876.000000 Penalty: 14596.929688
	Iteration 174Q: 3 clusters Score -3.427188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -34271872.000000 Penalty: 14596.929688
	Iteration 175Q: 3 clusters Score -3.427187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -34271880.000000 Penalty: 14596.929688
	Iteration 176Q: 3 clusters Score -3.427188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 84275 members 
Entering Unmasked Estep 
Score: -34271884.000000 Penalty: 14596.929688
	Iteration 177Q: 3 clusters Score -3.427188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -34271896.000000 Penalty: 14596.929688
	Iteration 178Q: 3 clusters Score -3.42719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -34271896.000000 Penalty: 14596.929688
	Iteration 179Q: 3 clusters Score -3.42719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -34271912.000000 Penalty: 14596.929688
	Iteration 180F: 3 clusters Score -3.427191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -34271916.000000 Penalty: 14596.929688
	Iteration 181Q: 3 clusters Score -3.427192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -34271892.000000 Penalty: 14596.929688
	Iteration 182Q: 3 clusters Score -3.427189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 84322 members 
Entering Unmasked Estep 
Score: -34271920.000000 Penalty: 14596.929688
	Iteration 183Q: 3 clusters Score -3.427192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 84335 members 
Entering Unmasked Estep 
Score: -34271908.000000 Penalty: 14596.929688
	Iteration 184Q: 3 clusters Score -3.427191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -34271888.000000 Penalty: 14596.929688
	Iteration 185Q: 3 clusters Score -3.427189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 84350 members 
Entering Unmasked Estep 
Score: -34271884.000000 Penalty: 14596.929688
	Iteration 186Q: 3 clusters Score -3.427188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -34271880.000000 Penalty: 14596.929688
	Iteration 187Q: 3 clusters Score -3.427188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -34271876.000000 Penalty: 14596.929688
	Iteration 188Q: 3 clusters Score -3.427188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -34271868.000000 Penalty: 14596.929688
	Iteration 189Q: 3 clusters Score -3.427187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -34271864.000000 Penalty: 14596.929688
	Iteration 190Q: 3 clusters Score -3.427186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -34271872.000000 Penalty: 14596.929688
	Iteration 191Q: 3 clusters Score -3.427187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65237 members 
Mstep: Class 2 contains 84384 members 
Entering Unmasked Estep 
Score: -34271868.000000 Penalty: 14596.929688
	Iteration 192Q: 3 clusters Score -3.427187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 84388 members 
Entering Unmasked Estep 
Score: -34271884.000000 Penalty: 14596.929688
	Iteration 193Q: 3 clusters Score -3.427188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 84396 members 
Entering Unmasked Estep 
Score: -34271880.000000 Penalty: 14596.929688
	Iteration 194Q: 3 clusters Score -3.427188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -34271876.000000 Penalty: 14596.929688
	Iteration 195Q: 3 clusters Score -3.427188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -34271896.000000 Penalty: 14596.929688
	Iteration 196Q: 3 clusters Score -3.42719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -34271864.000000 Penalty: 14596.929688
	Iteration 197Q: 3 clusters Score -3.427186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -34271884.000000 Penalty: 14596.929688
	Iteration 198Q: 3 clusters Score -3.427188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -34271884.000000 Penalty: 14596.929688
	Iteration 199Q: 3 clusters Score -3.427188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -34271892.000000 Penalty: 14596.929688
	Iteration 200F: 3 clusters Score -3.427189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -34271916.000000 Penalty: 14596.929688
	Iteration 201Q: 3 clusters Score -3.427192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -34271912.000000 Penalty: 14596.929688
	Iteration 202Q: 3 clusters Score -3.427191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -34271916.000000 Penalty: 14596.929688
	Iteration 203Q: 3 clusters Score -3.427192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -34271932.000000 Penalty: 14596.929688
	Iteration 204Q: 3 clusters Score -3.427193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 84446 members 
Entering Unmasked Estep 
Score: -34271936.000000 Penalty: 14596.929688
	Iteration 205Q: 3 clusters Score -3.427194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -34271912.000000 Penalty: 14596.929688
	Iteration 206Q: 3 clusters Score -3.427191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -34271896.000000 Penalty: 14596.929688
	Iteration 207Q: 3 clusters Score -3.42719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -34271884.000000 Penalty: 14596.929688
	Iteration 208Q: 3 clusters Score -3.427188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -34271884.000000 Penalty: 14596.929688
	Iteration 209Q: 3 clusters Score -3.427188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -34271912.000000 Penalty: 14596.929688
	Iteration 210Q: 3 clusters Score -3.427191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -34271912.000000 Penalty: 14596.929688
	Iteration 211F: 3 clusters Score -3.427191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144519 members 
Mstep: Class 3 contains 32192 members 
Mstep: Class 4 contains 61474 members 
Mstep: Class 5 contains 62817 members 
Mstep: Class 6 contains 8917 members 
Mstep: Class 7 contains 19969 members 
Mstep: Class 8 contains 17578 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37032 members 
Mstep: Class 11 contains 124255 members 
Mstep: Class 12 contains 62270 members 
Mstep: Class 13 contains 14295 members 
Mstep: Class 14 contains 19007 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 10468 members 
Mstep: Class 17 contains 29810 members 
Mstep: Class 18 contains 9684 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71622 members 
Mstep: Class 21 contains 117443 members 
Mstep: Class 22 contains 101290 members 
Mstep: Class 23 contains 13937 members 
Mstep: Class 24 contains 65151 members 
Mstep: Class 25 contains 69023 members 
Mstep: Class 26 contains 14918 members 
Mstep: Class 27 contains 84470 members 
Entering Unmasked Estep 
Score: -272416320.000000 Penalty: 231727.812500
Splitting cluster 24 changes total score from -272402816.000000 to -272416320.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 25 (69023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Entering Unmasked Estep 
Score: -15812633.000000 Penalty: 6824.594238
	Iteration 0F: 2 clusters Score -1.581263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -15764483.000000 Penalty: 13649.188477
	Iteration 0F: 3 clusters Score -1.576448e+07 nChanged 30984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -15781053.000000 Penalty: 13649.188477
	Iteration 1F: 3 clusters Score -1.578105e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -15782288.000000 Penalty: 13649.188477
	Iteration 2Q: 3 clusters Score -1.578229e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -15783313.000000 Penalty: 13649.188477
	Iteration 3Q: 3 clusters Score -1.578331e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -15784147.000000 Penalty: 13649.188477
	Iteration 4Q: 3 clusters Score -1.578415e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -15784953.000000 Penalty: 13649.188477
	Iteration 5Q: 3 clusters Score -1.578495e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -15785736.000000 Penalty: 13649.188477
	Iteration 6Q: 3 clusters Score -1.578574e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -15786740.000000 Penalty: 13649.188477
	Iteration 7Q: 3 clusters Score -1.578674e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -15788318.000000 Penalty: 13649.188477
	Iteration 8Q: 3 clusters Score -1.578832e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -15790147.000000 Penalty: 13649.188477
	Iteration 9Q: 3 clusters Score -1.579015e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -15792781.000000 Penalty: 13649.188477
	Iteration 10F: 3 clusters Score -1.579278e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -15796203.000000 Penalty: 13649.188477
	Iteration 11F: 3 clusters Score -1.57962e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -15800803.000000 Penalty: 13649.188477
	Iteration 12F: 3 clusters Score -1.58008e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -15805684.000000 Penalty: 13649.188477
	Iteration 13F: 3 clusters Score -1.580568e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -15808939.000000 Penalty: 13649.188477
	Iteration 14Q: 3 clusters Score -1.580894e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -15810554.000000 Penalty: 13649.188477
	Iteration 15Q: 3 clusters Score -1.581055e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -15811169.000000 Penalty: 13649.188477
	Iteration 16Q: 3 clusters Score -1.581117e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -15811408.000000 Penalty: 13649.188477
	Iteration 17Q: 3 clusters Score -1.581141e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -15811551.000000 Penalty: 13649.188477
	Iteration 18Q: 3 clusters Score -1.581155e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -15811660.000000 Penalty: 13649.188477
	Iteration 19Q: 3 clusters Score -1.581166e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -15811684.000000 Penalty: 13649.188477
	Iteration 20F: 3 clusters Score -1.581168e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -15811708.000000 Penalty: 13649.188477
	Iteration 21Q: 3 clusters Score -1.581171e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -15811746.000000 Penalty: 13649.188477
	Iteration 22Q: 3 clusters Score -1.581175e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -15811777.000000 Penalty: 13649.188477
	Iteration 23Q: 3 clusters Score -1.581178e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -15811808.000000 Penalty: 13649.188477
	Iteration 24Q: 3 clusters Score -1.581181e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -15811803.000000 Penalty: 13649.188477
	Iteration 25Q: 3 clusters Score -1.58118e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -15811806.000000 Penalty: 13649.188477
	Iteration 26Q: 3 clusters Score -1.581181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -15811808.000000 Penalty: 13649.188477
	Iteration 27Q: 3 clusters Score -1.581181e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -15811828.000000 Penalty: 13649.188477
	Iteration 28Q: 3 clusters Score -1.581183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -15811854.000000 Penalty: 13649.188477
	Iteration 29Q: 3 clusters Score -1.581185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -15811859.000000 Penalty: 13649.188477
	Iteration 30Q: 3 clusters Score -1.581186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -15811852.000000 Penalty: 13649.188477
	Iteration 31Q: 3 clusters Score -1.581185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -15811850.000000 Penalty: 13649.188477
	Iteration 32Q: 3 clusters Score -1.581185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -15811850.000000 Penalty: 13649.188477
	Iteration 33Q: 3 clusters Score -1.581185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -15811851.000000 Penalty: 13649.188477
	Iteration 34Q: 3 clusters Score -1.581185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -15811852.000000 Penalty: 13649.188477
	Iteration 35Q: 3 clusters Score -1.581185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -15811850.000000 Penalty: 13649.188477
	Iteration 36Q: 3 clusters Score -1.581185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -15811846.000000 Penalty: 13649.188477
	Iteration 37Q: 3 clusters Score -1.581185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -15811846.000000 Penalty: 13649.188477
	Iteration 38F: 3 clusters Score -1.581185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Entering Unmasked Estep 
Score: -3287139.750000 Penalty: 5886.323242
	Iteration 0F: 2 clusters Score -3287140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3273804.750000 Penalty: 11772.646484
	Iteration 0F: 3 clusters Score -3273805 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3277023.750000 Penalty: 11772.646484
	Iteration 1F: 3 clusters Score -3277024 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3277610.500000 Penalty: 11772.646484
	Iteration 2F: 3 clusters Score -3277610 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3277945.000000 Penalty: 11772.646484
	Iteration 3Q: 3 clusters Score -3277945 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3278190.000000 Penalty: 11772.646484
	Iteration 4Q: 3 clusters Score -3278190 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3278402.250000 Penalty: 11772.646484
	Iteration 5Q: 3 clusters Score -3278402 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3278570.750000 Penalty: 11772.646484
	Iteration 6Q: 3 clusters Score -3278571 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3278756.500000 Penalty: 11772.646484
	Iteration 7Q: 3 clusters Score -3278756 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3278899.000000 Penalty: 11772.646484
	Iteration 8Q: 3 clusters Score -3278899 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3279035.750000 Penalty: 11772.646484
	Iteration 9Q: 3 clusters Score -3279036 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3279214.750000 Penalty: 11772.646484
	Iteration 10Q: 3 clusters Score -3279215 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3279423.750000 Penalty: 11772.646484
	Iteration 11Q: 3 clusters Score -3279424 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3279680.750000 Penalty: 11772.646484
	Iteration 12Q: 3 clusters Score -3279681 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3279972.750000 Penalty: 11772.646484
	Iteration 13Q: 3 clusters Score -3279973 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3280335.250000 Penalty: 11772.646484
	Iteration 14Q: 3 clusters Score -3280335 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3280763.500000 Penalty: 11772.646484
	Iteration 15Q: 3 clusters Score -3280764 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3281195.000000 Penalty: 11772.646484
	Iteration 16Q: 3 clusters Score -3281195 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3281622.250000 Penalty: 11772.646484
	Iteration 17Q: 3 clusters Score -3281622 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3282025.750000 Penalty: 11772.646484
	Iteration 18Q: 3 clusters Score -3282026 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3282395.000000 Penalty: 11772.646484
	Iteration 19Q: 3 clusters Score -3282395 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3282725.500000 Penalty: 11772.646484
	Iteration 20F: 3 clusters Score -3282726 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3283021.500000 Penalty: 11772.646484
	Iteration 21Q: 3 clusters Score -3283022 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3283214.250000 Penalty: 11772.646484
	Iteration 22Q: 3 clusters Score -3283214 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3283345.000000 Penalty: 11772.646484
	Iteration 23Q: 3 clusters Score -3283345 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3283434.500000 Penalty: 11772.646484
	Iteration 24Q: 3 clusters Score -3283434 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3283523.750000 Penalty: 11772.646484
	Iteration 25Q: 3 clusters Score -3283524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3283575.000000 Penalty: 11772.646484
	Iteration 26Q: 3 clusters Score -3283575 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3283628.000000 Penalty: 11772.646484
	Iteration 27Q: 3 clusters Score -3283628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3283648.750000 Penalty: 11772.646484
	Iteration 28Q: 3 clusters Score -3283649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3283676.000000 Penalty: 11772.646484
	Iteration 29Q: 3 clusters Score -3283676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3283687.500000 Penalty: 11772.646484
	Iteration 30Q: 3 clusters Score -3283688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3283699.250000 Penalty: 11772.646484
	Iteration 31Q: 3 clusters Score -3283699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3283718.250000 Penalty: 11772.646484
	Iteration 32Q: 3 clusters Score -3283718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3283716.500000 Penalty: 11772.646484
	Iteration 33Q: 3 clusters Score -3283716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3283726.750000 Penalty: 11772.646484
	Iteration 34Q: 3 clusters Score -3283727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3283725.500000 Penalty: 11772.646484
	Iteration 35Q: 3 clusters Score -3283726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3283733.500000 Penalty: 11772.646484
	Iteration 36Q: 3 clusters Score -3283734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3283731.750000 Penalty: 11772.646484
	Iteration 37Q: 3 clusters Score -3283732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3283731.750000 Penalty: 11772.646484
	Iteration 38F: 3 clusters Score -3283732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144519 members 
Mstep: Class 3 contains 32192 members 
Mstep: Class 4 contains 61474 members 
Mstep: Class 5 contains 62817 members 
Mstep: Class 6 contains 8917 members 
Mstep: Class 7 contains 19969 members 
Mstep: Class 8 contains 17578 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 37032 members 
Mstep: Class 11 contains 124255 members 
Mstep: Class 12 contains 62270 members 
Mstep: Class 13 contains 14295 members 
Mstep: Class 14 contains 19007 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 10468 members 
Mstep: Class 17 contains 29810 members 
Mstep: Class 18 contains 9684 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71622 members 
Mstep: Class 21 contains 117443 members 
Mstep: Class 22 contains 101290 members 
Mstep: Class 23 contains 13937 members 
Mstep: Class 24 contains 65151 members 
Mstep: Class 25 contains 69023 members 
Mstep: Class 26 contains 14918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272421248.000000 Penalty: 231727.812500
Iteration 79Q: 28 clusters Score -2.724212e+08 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144543 members 
Mstep: Class 3 contains 32206 members 
Mstep: Class 4 contains 61530 members 
Mstep: Class 5 contains 63218 members 
Mstep: Class 6 contains 9074 members 
Mstep: Class 7 contains 19876 members 
Mstep: Class 8 contains 17579 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 37016 members 
Mstep: Class 11 contains 124180 members 
Mstep: Class 12 contains 62548 members 
Mstep: Class 13 contains 14168 members 
Mstep: Class 14 contains 17998 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 10812 members 
Mstep: Class 17 contains 29816 members 
Mstep: Class 18 contains 9685 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71671 members 
Mstep: Class 21 contains 117264 members 
Mstep: Class 22 contains 101291 members 
Mstep: Class 23 contains 13949 members 
Mstep: Class 24 contains 67454 members 
Mstep: Class 25 contains 69181 members 
Mstep: Class 26 contains 14921 members 
Mstep: Class 27 contains 82162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272425696.000000 Penalty: 231727.812500
Iteration 80F: 28 clusters Score -2.724257e+08 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 144560 members 
Mstep: Class 3 contains 32221 members 
Mstep: Class 4 contains 61587 members 
Mstep: Class 5 contains 63334 members 
Mstep: Class 6 contains 9106 members 
Mstep: Class 7 contains 19868 members 
Mstep: Class 8 contains 17566 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 37031 members 
Mstep: Class 11 contains 124103 members 
Mstep: Class 12 contains 59968 members 
Mstep: Class 13 contains 14021 members 
Mstep: Class 14 contains 17271 members 
Mstep: Class 15 contains 15734 members 
Mstep: Class 16 contains 10339 members 
Mstep: Class 17 contains 29824 members 
Mstep: Class 18 contains 9686 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71633 members 
Mstep: Class 21 contains 117237 members 
Mstep: Class 22 contains 101033 members 
Mstep: Class 23 contains 13961 members 
Mstep: Class 24 contains 68580 members 
Mstep: Class 25 contains 69346 members 
Mstep: Class 26 contains 14935 members 
Mstep: Class 27 contains 84937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272429280.000000 Penalty: 231727.812500
Iteration 81Q: 28 clusters Score -2.724293e+08 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 144584 members 
Mstep: Class 3 contains 32255 members 
Mstep: Class 4 contains 61649 members 
Mstep: Class 5 contains 63331 members 
Mstep: Class 6 contains 9147 members 
Mstep: Class 7 contains 19873 members 
Mstep: Class 8 contains 17551 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 37030 members 
Mstep: Class 11 contains 124038 members 
Mstep: Class 12 contains 58235 members 
Mstep: Class 13 contains 13898 members 
Mstep: Class 14 contains 16699 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 10114 members 
Mstep: Class 17 contains 29831 members 
Mstep: Class 18 contains 9697 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71593 members 
Mstep: Class 21 contains 117257 members 
Mstep: Class 22 contains 100818 members 
Mstep: Class 23 contains 13980 members 
Mstep: Class 24 contains 69523 members 
Mstep: Class 25 contains 69520 members 
Mstep: Class 26 contains 14942 members 
Mstep: Class 27 contains 86575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272430528.000000 Penalty: 231727.812500
Iteration 82Q: 28 clusters Score -2.724305e+08 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 144600 members 
Mstep: Class 3 contains 32293 members 
Mstep: Class 4 contains 61712 members 
Mstep: Class 5 contains 63295 members 
Mstep: Class 6 contains 9199 members 
Mstep: Class 7 contains 19898 members 
Mstep: Class 8 contains 17538 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 37045 members 
Mstep: Class 11 contains 123975 members 
Mstep: Class 12 contains 56928 members 
Mstep: Class 13 contains 13812 members 
Mstep: Class 14 contains 16205 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 9980 members 
Mstep: Class 17 contains 29837 members 
Mstep: Class 18 contains 9710 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71576 members 
Mstep: Class 21 contains 117258 members 
Mstep: Class 22 contains 100618 members 
Mstep: Class 23 contains 13989 members 
Mstep: Class 24 contains 70328 members 
Mstep: Class 25 contains 69701 members 
Mstep: Class 26 contains 14949 members 
Mstep: Class 27 contains 87697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272430656.000000 Penalty: 231727.812500
Iteration 83Q: 28 clusters Score -2.724307e+08 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 144620 members 
Mstep: Class 3 contains 32318 members 
Mstep: Class 4 contains 61780 members 
Mstep: Class 5 contains 63276 members 
Mstep: Class 6 contains 9251 members 
Mstep: Class 7 contains 19933 members 
Mstep: Class 8 contains 17524 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 37053 members 
Mstep: Class 11 contains 123920 members 
Mstep: Class 12 contains 55916 members 
Mstep: Class 13 contains 13742 members 
Mstep: Class 14 contains 15773 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 9858 members 
Mstep: Class 17 contains 29842 members 
Mstep: Class 18 contains 9713 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 71558 members 
Mstep: Class 21 contains 117280 members 
Mstep: Class 22 contains 100428 members 
Mstep: Class 23 contains 13990 members 
Mstep: Class 24 contains 71014 members 
Mstep: Class 25 contains 69909 members 
Mstep: Class 26 contains 14948 members 
Mstep: Class 27 contains 88495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272431776.000000 Penalty: 231727.812500
Iteration 84Q: 28 clusters Score -2.724318e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 144635 members 
Mstep: Class 3 contains 32335 members 
Mstep: Class 4 contains 61829 members 
Mstep: Class 5 contains 63249 members 
Mstep: Class 6 contains 9289 members 
Mstep: Class 7 contains 19956 members 
Mstep: Class 8 contains 17522 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 37051 members 
Mstep: Class 11 contains 123891 members 
Mstep: Class 12 contains 55096 members 
Mstep: Class 13 contains 13671 members 
Mstep: Class 14 contains 15428 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 9782 members 
Mstep: Class 17 contains 29842 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 71563 members 
Mstep: Class 21 contains 117299 members 
Mstep: Class 22 contains 100268 members 
Mstep: Class 23 contains 13996 members 
Mstep: Class 24 contains 71619 members 
Mstep: Class 25 contains 70081 members 
Mstep: Class 26 contains 14942 members 
Mstep: Class 27 contains 89081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432064.000000 Penalty: 231727.812500
Iteration 85Q: 28 clusters Score -2.724321e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 144653 members 
Mstep: Class 3 contains 32350 members 
Mstep: Class 4 contains 61868 members 
Mstep: Class 5 contains 63243 members 
Mstep: Class 6 contains 9323 members 
Mstep: Class 7 contains 19992 members 
Mstep: Class 8 contains 17521 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 37039 members 
Mstep: Class 11 contains 123869 members 
Mstep: Class 12 contains 54380 members 
Mstep: Class 13 contains 13625 members 
Mstep: Class 14 contains 15113 members 
Mstep: Class 15 contains 15743 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 29846 members 
Mstep: Class 18 contains 9717 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 71594 members 
Mstep: Class 21 contains 117317 members 
Mstep: Class 22 contains 100133 members 
Mstep: Class 23 contains 14006 members 
Mstep: Class 24 contains 72097 members 
Mstep: Class 25 contains 70256 members 
Mstep: Class 26 contains 14941 members 
Mstep: Class 27 contains 89531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272431360.000000 Penalty: 231727.812500
Iteration 86Q: 28 clusters Score -2.724314e+08 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 144662 members 
Mstep: Class 3 contains 32368 members 
Mstep: Class 4 contains 61900 members 
Mstep: Class 5 contains 63223 members 
Mstep: Class 6 contains 9356 members 
Mstep: Class 7 contains 20033 members 
Mstep: Class 8 contains 17522 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 37048 members 
Mstep: Class 11 contains 123846 members 
Mstep: Class 12 contains 53756 members 
Mstep: Class 13 contains 13571 members 
Mstep: Class 14 contains 14847 members 
Mstep: Class 15 contains 15744 members 
Mstep: Class 16 contains 9674 members 
Mstep: Class 17 contains 29846 members 
Mstep: Class 18 contains 9721 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 71617 members 
Mstep: Class 21 contains 117338 members 
Mstep: Class 22 contains 100022 members 
Mstep: Class 23 contains 14011 members 
Mstep: Class 24 contains 72482 members 
Mstep: Class 25 contains 70447 members 
Mstep: Class 26 contains 14933 members 
Mstep: Class 27 contains 89913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272431360.000000 Penalty: 231727.812500
Iteration 87Q: 28 clusters Score -2.724314e+08 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 144682 members 
Mstep: Class 3 contains 32383 members 
Mstep: Class 4 contains 61931 members 
Mstep: Class 5 contains 63177 members 
Mstep: Class 6 contains 9367 members 
Mstep: Class 7 contains 20070 members 
Mstep: Class 8 contains 17506 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 37044 members 
Mstep: Class 11 contains 123828 members 
Mstep: Class 12 contains 53246 members 
Mstep: Class 13 contains 13534 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 15751 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 29845 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 71637 members 
Mstep: Class 21 contains 117354 members 
Mstep: Class 22 contains 99915 members 
Mstep: Class 23 contains 14024 members 
Mstep: Class 24 contains 72812 members 
Mstep: Class 25 contains 70614 members 
Mstep: Class 26 contains 14925 members 
Mstep: Class 27 contains 90229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272431104.000000 Penalty: 231727.812500
Iteration 88Q: 28 clusters Score -2.724311e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 144685 members 
Mstep: Class 3 contains 32398 members 
Mstep: Class 4 contains 61953 members 
Mstep: Class 5 contains 63178 members 
Mstep: Class 6 contains 9402 members 
Mstep: Class 7 contains 20117 members 
Mstep: Class 8 contains 17487 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 37034 members 
Mstep: Class 11 contains 123802 members 
Mstep: Class 12 contains 52779 members 
Mstep: Class 13 contains 13495 members 
Mstep: Class 14 contains 14478 members 
Mstep: Class 15 contains 15757 members 
Mstep: Class 16 contains 9586 members 
Mstep: Class 17 contains 29842 members 
Mstep: Class 18 contains 9732 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 71650 members 
Mstep: Class 21 contains 117357 members 
Mstep: Class 22 contains 99812 members 
Mstep: Class 23 contains 14033 members 
Mstep: Class 24 contains 73096 members 
Mstep: Class 25 contains 70766 members 
Mstep: Class 26 contains 14922 members 
Mstep: Class 27 contains 90519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272431136.000000 Penalty: 231727.812500
Iteration 89Q: 28 clusters Score -2.724311e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 144694 members 
Mstep: Class 3 contains 32402 members 
Mstep: Class 4 contains 61966 members 
Mstep: Class 5 contains 63206 members 
Mstep: Class 6 contains 9414 members 
Mstep: Class 7 contains 20156 members 
Mstep: Class 8 contains 17473 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 37027 members 
Mstep: Class 11 contains 123785 members 
Mstep: Class 12 contains 52339 members 
Mstep: Class 13 contains 13464 members 
Mstep: Class 14 contains 14324 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 29848 members 
Mstep: Class 18 contains 9739 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 71659 members 
Mstep: Class 21 contains 117340 members 
Mstep: Class 22 contains 99759 members 
Mstep: Class 23 contains 14045 members 
Mstep: Class 24 contains 73315 members 
Mstep: Class 25 contains 70908 members 
Mstep: Class 26 contains 14914 members 
Mstep: Class 27 contains 90787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272431584.000000 Penalty: 231727.812500
Iteration 90Q: 28 clusters Score -2.724316e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 144699 members 
Mstep: Class 3 contains 32409 members 
Mstep: Class 4 contains 61978 members 
Mstep: Class 5 contains 63228 members 
Mstep: Class 6 contains 9432 members 
Mstep: Class 7 contains 20190 members 
Mstep: Class 8 contains 17465 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 37021 members 
Mstep: Class 11 contains 123761 members 
Mstep: Class 12 contains 51907 members 
Mstep: Class 13 contains 13433 members 
Mstep: Class 14 contains 14199 members 
Mstep: Class 15 contains 15787 members 
Mstep: Class 16 contains 9512 members 
Mstep: Class 17 contains 29854 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 71666 members 
Mstep: Class 21 contains 117336 members 
Mstep: Class 22 contains 99683 members 
Mstep: Class 23 contains 14052 members 
Mstep: Class 24 contains 73503 members 
Mstep: Class 25 contains 71067 members 
Mstep: Class 26 contains 14907 members 
Mstep: Class 27 contains 91045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272431776.000000 Penalty: 231727.812500
Iteration 91Q: 28 clusters Score -2.724318e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 144696 members 
Mstep: Class 3 contains 32432 members 
Mstep: Class 4 contains 61998 members 
Mstep: Class 5 contains 63247 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 7 contains 20221 members 
Mstep: Class 8 contains 17458 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 37024 members 
Mstep: Class 11 contains 123755 members 
Mstep: Class 12 contains 51491 members 
Mstep: Class 13 contains 13401 members 
Mstep: Class 14 contains 14112 members 
Mstep: Class 15 contains 15793 members 
Mstep: Class 16 contains 9484 members 
Mstep: Class 17 contains 29862 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 71679 members 
Mstep: Class 21 contains 117344 members 
Mstep: Class 22 contains 99589 members 
Mstep: Class 23 contains 14061 members 
Mstep: Class 24 contains 73658 members 
Mstep: Class 25 contains 71209 members 
Mstep: Class 26 contains 14895 members 
Mstep: Class 27 contains 91271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272431872.000000 Penalty: 231727.812500
Iteration 92Q: 28 clusters Score -2.724319e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 144702 members 
Mstep: Class 3 contains 32444 members 
Mstep: Class 4 contains 62023 members 
Mstep: Class 5 contains 63264 members 
Mstep: Class 6 contains 9444 members 
Mstep: Class 7 contains 20235 members 
Mstep: Class 8 contains 17456 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 37022 members 
Mstep: Class 11 contains 123757 members 
Mstep: Class 12 contains 51133 members 
Mstep: Class 13 contains 13380 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 15802 members 
Mstep: Class 16 contains 9463 members 
Mstep: Class 17 contains 29866 members 
Mstep: Class 18 contains 9751 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 71691 members 
Mstep: Class 21 contains 117356 members 
Mstep: Class 22 contains 99480 members 
Mstep: Class 23 contains 14071 members 
Mstep: Class 24 contains 73782 members 
Mstep: Class 25 contains 71343 members 
Mstep: Class 26 contains 14884 members 
Mstep: Class 27 contains 91460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432256.000000 Penalty: 231727.812500
Iteration 93Q: 28 clusters Score -2.724323e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 144713 members 
Mstep: Class 3 contains 32453 members 
Mstep: Class 4 contains 62037 members 
Mstep: Class 5 contains 63301 members 
Mstep: Class 6 contains 9454 members 
Mstep: Class 7 contains 20271 members 
Mstep: Class 8 contains 17441 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 37017 members 
Mstep: Class 11 contains 123760 members 
Mstep: Class 12 contains 50793 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 14033 members 
Mstep: Class 15 contains 15807 members 
Mstep: Class 16 contains 9436 members 
Mstep: Class 17 contains 29870 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71692 members 
Mstep: Class 21 contains 117358 members 
Mstep: Class 22 contains 99394 members 
Mstep: Class 23 contains 14078 members 
Mstep: Class 24 contains 73883 members 
Mstep: Class 25 contains 71463 members 
Mstep: Class 26 contains 14862 members 
Mstep: Class 27 contains 91652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432160.000000 Penalty: 231727.812500
Iteration 94Q: 28 clusters Score -2.724322e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 144715 members 
Mstep: Class 3 contains 32460 members 
Mstep: Class 4 contains 62053 members 
Mstep: Class 5 contains 63296 members 
Mstep: Class 6 contains 9482 members 
Mstep: Class 7 contains 20301 members 
Mstep: Class 8 contains 17430 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 37020 members 
Mstep: Class 11 contains 123759 members 
Mstep: Class 12 contains 50445 members 
Mstep: Class 13 contains 13325 members 
Mstep: Class 14 contains 14006 members 
Mstep: Class 15 contains 15805 members 
Mstep: Class 16 contains 9415 members 
Mstep: Class 17 contains 29873 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71705 members 
Mstep: Class 21 contains 117369 members 
Mstep: Class 22 contains 99323 members 
Mstep: Class 23 contains 14086 members 
Mstep: Class 24 contains 73972 members 
Mstep: Class 25 contains 71593 members 
Mstep: Class 26 contains 14859 members 
Mstep: Class 27 contains 91829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432448.000000 Penalty: 231727.812500
Iteration 95Q: 28 clusters Score -2.724324e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 144714 members 
Mstep: Class 3 contains 32477 members 
Mstep: Class 4 contains 62067 members 
Mstep: Class 5 contains 63301 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 20337 members 
Mstep: Class 8 contains 17419 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 37019 members 
Mstep: Class 11 contains 123759 members 
Mstep: Class 12 contains 50100 members 
Mstep: Class 13 contains 13310 members 
Mstep: Class 14 contains 13967 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 9408 members 
Mstep: Class 17 contains 29875 members 
Mstep: Class 18 contains 9757 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71728 members 
Mstep: Class 21 contains 117369 members 
Mstep: Class 22 contains 99265 members 
Mstep: Class 23 contains 14098 members 
Mstep: Class 24 contains 74047 members 
Mstep: Class 25 contains 71710 members 
Mstep: Class 26 contains 14850 members 
Mstep: Class 27 contains 91990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432704.000000 Penalty: 231727.812500
Iteration 96Q: 28 clusters Score -2.724327e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 144712 members 
Mstep: Class 3 contains 32488 members 
Mstep: Class 4 contains 62077 members 
Mstep: Class 5 contains 63313 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 20361 members 
Mstep: Class 8 contains 17413 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 37020 members 
Mstep: Class 11 contains 123753 members 
Mstep: Class 12 contains 49746 members 
Mstep: Class 13 contains 13289 members 
Mstep: Class 14 contains 13934 members 
Mstep: Class 15 contains 15815 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 29879 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71759 members 
Mstep: Class 21 contains 117375 members 
Mstep: Class 22 contains 99210 members 
Mstep: Class 23 contains 14104 members 
Mstep: Class 24 contains 74101 members 
Mstep: Class 25 contains 71846 members 
Mstep: Class 26 contains 14850 members 
Mstep: Class 27 contains 92170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433088.000000 Penalty: 231727.812500
Iteration 97Q: 28 clusters Score -2.724331e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 144717 members 
Mstep: Class 3 contains 32500 members 
Mstep: Class 4 contains 62090 members 
Mstep: Class 5 contains 63315 members 
Mstep: Class 6 contains 9504 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 17413 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 37022 members 
Mstep: Class 11 contains 123750 members 
Mstep: Class 12 contains 49421 members 
Mstep: Class 13 contains 13271 members 
Mstep: Class 14 contains 13921 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 9388 members 
Mstep: Class 17 contains 29885 members 
Mstep: Class 18 contains 9766 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71787 members 
Mstep: Class 21 contains 117378 members 
Mstep: Class 22 contains 99143 members 
Mstep: Class 23 contains 14110 members 
Mstep: Class 24 contains 74154 members 
Mstep: Class 25 contains 71971 members 
Mstep: Class 26 contains 14854 members 
Mstep: Class 27 contains 92311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432960.000000 Penalty: 231727.812500
Iteration 98Q: 28 clusters Score -2.72433e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 144724 members 
Mstep: Class 3 contains 32514 members 
Mstep: Class 4 contains 62101 members 
Mstep: Class 5 contains 63322 members 
Mstep: Class 6 contains 9520 members 
Mstep: Class 7 contains 20401 members 
Mstep: Class 8 contains 17401 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 37011 members 
Mstep: Class 11 contains 123748 members 
Mstep: Class 12 contains 49083 members 
Mstep: Class 13 contains 13267 members 
Mstep: Class 14 contains 13895 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 29888 members 
Mstep: Class 18 contains 9776 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71814 members 
Mstep: Class 21 contains 117390 members 
Mstep: Class 22 contains 99102 members 
Mstep: Class 23 contains 14123 members 
Mstep: Class 24 contains 74196 members 
Mstep: Class 25 contains 72097 members 
Mstep: Class 26 contains 14851 members 
Mstep: Class 27 contains 92452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433024.000000 Penalty: 231727.812500
Iteration 99Q: 28 clusters Score -2.72433e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 144728 members 
Mstep: Class 3 contains 32516 members 
Mstep: Class 4 contains 62099 members 
Mstep: Class 5 contains 63318 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 20417 members 
Mstep: Class 8 contains 17394 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 37010 members 
Mstep: Class 11 contains 123749 members 
Mstep: Class 12 contains 48797 members 
Mstep: Class 13 contains 13255 members 
Mstep: Class 14 contains 13879 members 
Mstep: Class 15 contains 15813 members 
Mstep: Class 16 contains 9378 members 
Mstep: Class 17 contains 29899 members 
Mstep: Class 18 contains 9783 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71825 members 
Mstep: Class 21 contains 117388 members 
Mstep: Class 22 contains 99061 members 
Mstep: Class 23 contains 14124 members 
Mstep: Class 24 contains 74246 members 
Mstep: Class 25 contains 72224 members 
Mstep: Class 26 contains 14858 members 
Mstep: Class 27 contains 92576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433184.000000 Penalty: 231727.812500
Iteration 100F: 28 clusters Score -2.724332e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 144741 members 
Mstep: Class 3 contains 32519 members 
Mstep: Class 4 contains 62101 members 
Mstep: Class 5 contains 63331 members 
Mstep: Class 6 contains 9555 members 
Mstep: Class 7 contains 20434 members 
Mstep: Class 8 contains 17378 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 37002 members 
Mstep: Class 11 contains 123748 members 
Mstep: Class 12 contains 48519 members 
Mstep: Class 13 contains 13249 members 
Mstep: Class 14 contains 13871 members 
Mstep: Class 15 contains 15819 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 29904 members 
Mstep: Class 18 contains 9787 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71831 members 
Mstep: Class 21 contains 117393 members 
Mstep: Class 22 contains 99022 members 
Mstep: Class 23 contains 14129 members 
Mstep: Class 24 contains 74270 members 
Mstep: Class 25 contains 72345 members 
Mstep: Class 26 contains 14859 members 
Mstep: Class 27 contains 92702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433056.000000 Penalty: 231727.812500
Iteration 101Q: 28 clusters Score -2.724331e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 144744 members 
Mstep: Class 3 contains 32539 members 
Mstep: Class 4 contains 62103 members 
Mstep: Class 5 contains 63348 members 
Mstep: Class 6 contains 9560 members 
Mstep: Class 7 contains 20444 members 
Mstep: Class 8 contains 17373 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 36998 members 
Mstep: Class 11 contains 123747 members 
Mstep: Class 12 contains 48237 members 
Mstep: Class 13 contains 13243 members 
Mstep: Class 14 contains 13867 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 29904 members 
Mstep: Class 18 contains 9787 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71875 members 
Mstep: Class 21 contains 117392 members 
Mstep: Class 22 contains 98978 members 
Mstep: Class 23 contains 14131 members 
Mstep: Class 24 contains 74293 members 
Mstep: Class 25 contains 72446 members 
Mstep: Class 26 contains 14858 members 
Mstep: Class 27 contains 92830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433120.000000 Penalty: 231727.812500
Iteration 102Q: 28 clusters Score -2.724331e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 144755 members 
Mstep: Class 3 contains 32558 members 
Mstep: Class 4 contains 62109 members 
Mstep: Class 5 contains 63346 members 
Mstep: Class 6 contains 9568 members 
Mstep: Class 7 contains 20457 members 
Mstep: Class 8 contains 17364 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36992 members 
Mstep: Class 11 contains 123744 members 
Mstep: Class 12 contains 47957 members 
Mstep: Class 13 contains 13237 members 
Mstep: Class 14 contains 13871 members 
Mstep: Class 15 contains 15831 members 
Mstep: Class 16 contains 9340 members 
Mstep: Class 17 contains 29910 members 
Mstep: Class 18 contains 9781 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71909 members 
Mstep: Class 21 contains 117403 members 
Mstep: Class 22 contains 98928 members 
Mstep: Class 23 contains 14139 members 
Mstep: Class 24 contains 74309 members 
Mstep: Class 25 contains 72556 members 
Mstep: Class 26 contains 14852 members 
Mstep: Class 27 contains 92958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432960.000000 Penalty: 231727.812500
Iteration 103Q: 28 clusters Score -2.72433e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 144763 members 
Mstep: Class 3 contains 32569 members 
Mstep: Class 4 contains 62106 members 
Mstep: Class 5 contains 63364 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 20466 members 
Mstep: Class 8 contains 17357 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36985 members 
Mstep: Class 11 contains 123741 members 
Mstep: Class 12 contains 47693 members 
Mstep: Class 13 contains 13228 members 
Mstep: Class 14 contains 13888 members 
Mstep: Class 15 contains 15837 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 29909 members 
Mstep: Class 18 contains 9781 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71929 members 
Mstep: Class 21 contains 117400 members 
Mstep: Class 22 contains 98900 members 
Mstep: Class 23 contains 14148 members 
Mstep: Class 24 contains 74324 members 
Mstep: Class 25 contains 72663 members 
Mstep: Class 26 contains 14851 members 
Mstep: Class 27 contains 93064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432960.000000 Penalty: 231727.812500
Iteration 104Q: 28 clusters Score -2.72433e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 144772 members 
Mstep: Class 3 contains 32581 members 
Mstep: Class 4 contains 62106 members 
Mstep: Class 5 contains 63351 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 20471 members 
Mstep: Class 8 contains 17351 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36981 members 
Mstep: Class 11 contains 123742 members 
Mstep: Class 12 contains 47450 members 
Mstep: Class 13 contains 13230 members 
Mstep: Class 14 contains 13908 members 
Mstep: Class 15 contains 15838 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 29904 members 
Mstep: Class 18 contains 9783 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71945 members 
Mstep: Class 21 contains 117408 members 
Mstep: Class 22 contains 98871 members 
Mstep: Class 23 contains 14155 members 
Mstep: Class 24 contains 74339 members 
Mstep: Class 25 contains 72776 members 
Mstep: Class 26 contains 14853 members 
Mstep: Class 27 contains 93150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433280.000000 Penalty: 231727.812500
Iteration 105Q: 28 clusters Score -2.724333e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 144769 members 
Mstep: Class 3 contains 32588 members 
Mstep: Class 4 contains 62105 members 
Mstep: Class 5 contains 63357 members 
Mstep: Class 6 contains 9580 members 
Mstep: Class 7 contains 20479 members 
Mstep: Class 8 contains 17346 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36979 members 
Mstep: Class 11 contains 123748 members 
Mstep: Class 12 contains 47220 members 
Mstep: Class 13 contains 13227 members 
Mstep: Class 14 contains 13914 members 
Mstep: Class 15 contains 15845 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 29907 members 
Mstep: Class 18 contains 9790 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71958 members 
Mstep: Class 21 contains 117413 members 
Mstep: Class 22 contains 98844 members 
Mstep: Class 23 contains 14167 members 
Mstep: Class 24 contains 74345 members 
Mstep: Class 25 contains 72882 members 
Mstep: Class 26 contains 14854 members 
Mstep: Class 27 contains 93227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433088.000000 Penalty: 231727.812500
Iteration 106Q: 28 clusters Score -2.724331e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 144768 members 
Mstep: Class 3 contains 32606 members 
Mstep: Class 4 contains 62104 members 
Mstep: Class 5 contains 63361 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 20488 members 
Mstep: Class 8 contains 17343 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36977 members 
Mstep: Class 11 contains 123743 members 
Mstep: Class 12 contains 47014 members 
Mstep: Class 13 contains 13228 members 
Mstep: Class 14 contains 13929 members 
Mstep: Class 15 contains 15849 members 
Mstep: Class 16 contains 9325 members 
Mstep: Class 17 contains 29910 members 
Mstep: Class 18 contains 9793 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71961 members 
Mstep: Class 21 contains 117423 members 
Mstep: Class 22 contains 98812 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 74346 members 
Mstep: Class 25 contains 72988 members 
Mstep: Class 26 contains 14851 members 
Mstep: Class 27 contains 93298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433760.000000 Penalty: 231727.812500
Iteration 107Q: 28 clusters Score -2.724338e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 144771 members 
Mstep: Class 3 contains 32615 members 
Mstep: Class 4 contains 62105 members 
Mstep: Class 5 contains 63363 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 20496 members 
Mstep: Class 8 contains 17333 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36968 members 
Mstep: Class 11 contains 123738 members 
Mstep: Class 12 contains 46833 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 13940 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 9319 members 
Mstep: Class 17 contains 29913 members 
Mstep: Class 18 contains 9794 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71964 members 
Mstep: Class 21 contains 117429 members 
Mstep: Class 22 contains 98786 members 
Mstep: Class 23 contains 14188 members 
Mstep: Class 24 contains 74343 members 
Mstep: Class 25 contains 73087 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 93367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433504.000000 Penalty: 231727.812500
Iteration 108Q: 28 clusters Score -2.724335e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 144770 members 
Mstep: Class 3 contains 32634 members 
Mstep: Class 4 contains 62110 members 
Mstep: Class 5 contains 63367 members 
Mstep: Class 6 contains 9599 members 
Mstep: Class 7 contains 20499 members 
Mstep: Class 8 contains 17334 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36958 members 
Mstep: Class 11 contains 123738 members 
Mstep: Class 12 contains 46673 members 
Mstep: Class 13 contains 13216 members 
Mstep: Class 14 contains 13952 members 
Mstep: Class 15 contains 15860 members 
Mstep: Class 16 contains 9309 members 
Mstep: Class 17 contains 29914 members 
Mstep: Class 18 contains 9796 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71987 members 
Mstep: Class 21 contains 117419 members 
Mstep: Class 22 contains 98756 members 
Mstep: Class 23 contains 14198 members 
Mstep: Class 24 contains 74343 members 
Mstep: Class 25 contains 73159 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 93430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433536.000000 Penalty: 231727.812500
Iteration 109Q: 28 clusters Score -2.724335e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144766 members 
Mstep: Class 3 contains 32632 members 
Mstep: Class 4 contains 62112 members 
Mstep: Class 5 contains 63373 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 20502 members 
Mstep: Class 8 contains 17337 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36955 members 
Mstep: Class 11 contains 123732 members 
Mstep: Class 12 contains 46512 members 
Mstep: Class 13 contains 13213 members 
Mstep: Class 14 contains 13974 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 9304 members 
Mstep: Class 17 contains 29917 members 
Mstep: Class 18 contains 9797 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72007 members 
Mstep: Class 21 contains 117414 members 
Mstep: Class 22 contains 98723 members 
Mstep: Class 23 contains 14205 members 
Mstep: Class 24 contains 74346 members 
Mstep: Class 25 contains 73227 members 
Mstep: Class 26 contains 14852 members 
Mstep: Class 27 contains 93512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432992.000000 Penalty: 231727.812500
Iteration 110Q: 28 clusters Score -2.72433e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144769 members 
Mstep: Class 3 contains 32641 members 
Mstep: Class 4 contains 62109 members 
Mstep: Class 5 contains 63376 members 
Mstep: Class 6 contains 9609 members 
Mstep: Class 7 contains 20502 members 
Mstep: Class 8 contains 17337 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36951 members 
Mstep: Class 11 contains 123728 members 
Mstep: Class 12 contains 46356 members 
Mstep: Class 13 contains 13205 members 
Mstep: Class 14 contains 13978 members 
Mstep: Class 15 contains 15866 members 
Mstep: Class 16 contains 9303 members 
Mstep: Class 17 contains 29917 members 
Mstep: Class 18 contains 9797 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72019 members 
Mstep: Class 21 contains 117418 members 
Mstep: Class 22 contains 98708 members 
Mstep: Class 23 contains 14205 members 
Mstep: Class 24 contains 74358 members 
Mstep: Class 25 contains 73298 members 
Mstep: Class 26 contains 14850 members 
Mstep: Class 27 contains 93578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433056.000000 Penalty: 231727.812500
Iteration 111Q: 28 clusters Score -2.724331e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144772 members 
Mstep: Class 3 contains 32650 members 
Mstep: Class 4 contains 62111 members 
Mstep: Class 5 contains 63386 members 
Mstep: Class 6 contains 9618 members 
Mstep: Class 7 contains 20513 members 
Mstep: Class 8 contains 17331 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36948 members 
Mstep: Class 11 contains 123728 members 
Mstep: Class 12 contains 46213 members 
Mstep: Class 13 contains 13198 members 
Mstep: Class 14 contains 13984 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 9302 members 
Mstep: Class 17 contains 29917 members 
Mstep: Class 18 contains 9796 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72046 members 
Mstep: Class 21 contains 117409 members 
Mstep: Class 22 contains 98688 members 
Mstep: Class 23 contains 14210 members 
Mstep: Class 24 contains 74373 members 
Mstep: Class 25 contains 73335 members 
Mstep: Class 26 contains 14850 members 
Mstep: Class 27 contains 93636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433728.000000 Penalty: 231727.812500
Iteration 112Q: 28 clusters Score -2.724337e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144772 members 
Mstep: Class 3 contains 32648 members 
Mstep: Class 4 contains 62111 members 
Mstep: Class 5 contains 63403 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 20524 members 
Mstep: Class 8 contains 17332 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36950 members 
Mstep: Class 11 contains 123723 members 
Mstep: Class 12 contains 46096 members 
Mstep: Class 13 contains 13188 members 
Mstep: Class 14 contains 13988 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 16 contains 9301 members 
Mstep: Class 17 contains 29921 members 
Mstep: Class 18 contains 9796 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72069 members 
Mstep: Class 21 contains 117412 members 
Mstep: Class 22 contains 98671 members 
Mstep: Class 23 contains 14209 members 
Mstep: Class 24 contains 74385 members 
Mstep: Class 25 contains 73377 members 
Mstep: Class 26 contains 14849 members 
Mstep: Class 27 contains 93683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433632.000000 Penalty: 231727.812500
Iteration 113Q: 28 clusters Score -2.724336e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144778 members 
Mstep: Class 3 contains 32650 members 
Mstep: Class 4 contains 62110 members 
Mstep: Class 5 contains 63404 members 
Mstep: Class 6 contains 9612 members 
Mstep: Class 7 contains 20532 members 
Mstep: Class 8 contains 17333 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36948 members 
Mstep: Class 11 contains 123716 members 
Mstep: Class 12 contains 45975 members 
Mstep: Class 13 contains 13183 members 
Mstep: Class 14 contains 13990 members 
Mstep: Class 15 contains 15865 members 
Mstep: Class 16 contains 9303 members 
Mstep: Class 17 contains 29922 members 
Mstep: Class 18 contains 9795 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72093 members 
Mstep: Class 21 contains 117411 members 
Mstep: Class 22 contains 98664 members 
Mstep: Class 23 contains 14210 members 
Mstep: Class 24 contains 74387 members 
Mstep: Class 25 contains 73411 members 
Mstep: Class 26 contains 14849 members 
Mstep: Class 27 contains 93737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433632.000000 Penalty: 231727.812500
Iteration 114Q: 28 clusters Score -2.724336e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144785 members 
Mstep: Class 3 contains 32656 members 
Mstep: Class 4 contains 62112 members 
Mstep: Class 5 contains 63406 members 
Mstep: Class 6 contains 9612 members 
Mstep: Class 7 contains 20531 members 
Mstep: Class 8 contains 17334 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36945 members 
Mstep: Class 11 contains 123713 members 
Mstep: Class 12 contains 45872 members 
Mstep: Class 13 contains 13177 members 
Mstep: Class 14 contains 13995 members 
Mstep: Class 15 contains 15868 members 
Mstep: Class 16 contains 9302 members 
Mstep: Class 17 contains 29925 members 
Mstep: Class 18 contains 9798 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72109 members 
Mstep: Class 21 contains 117413 members 
Mstep: Class 22 contains 98650 members 
Mstep: Class 23 contains 14210 members 
Mstep: Class 24 contains 74388 members 
Mstep: Class 25 contains 73452 members 
Mstep: Class 26 contains 14846 members 
Mstep: Class 27 contains 93779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433856.000000 Penalty: 231727.812500
Iteration 115Q: 28 clusters Score -2.724339e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144785 members 
Mstep: Class 3 contains 32658 members 
Mstep: Class 4 contains 62112 members 
Mstep: Class 5 contains 63407 members 
Mstep: Class 6 contains 9612 members 
Mstep: Class 7 contains 20531 members 
Mstep: Class 8 contains 17333 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36944 members 
Mstep: Class 11 contains 123716 members 
Mstep: Class 12 contains 45786 members 
Mstep: Class 13 contains 13174 members 
Mstep: Class 14 contains 14001 members 
Mstep: Class 15 contains 15871 members 
Mstep: Class 16 contains 9302 members 
Mstep: Class 17 contains 29926 members 
Mstep: Class 18 contains 9799 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72119 members 
Mstep: Class 21 contains 117413 members 
Mstep: Class 22 contains 98637 members 
Mstep: Class 23 contains 14213 members 
Mstep: Class 24 contains 74391 members 
Mstep: Class 25 contains 73484 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 93821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433504.000000 Penalty: 231727.812500
Iteration 116Q: 28 clusters Score -2.724335e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144789 members 
Mstep: Class 3 contains 32657 members 
Mstep: Class 4 contains 62113 members 
Mstep: Class 5 contains 63404 members 
Mstep: Class 6 contains 9612 members 
Mstep: Class 7 contains 20535 members 
Mstep: Class 8 contains 17336 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36945 members 
Mstep: Class 11 contains 123713 members 
Mstep: Class 12 contains 45704 members 
Mstep: Class 13 contains 13172 members 
Mstep: Class 14 contains 14003 members 
Mstep: Class 15 contains 15870 members 
Mstep: Class 16 contains 9296 members 
Mstep: Class 17 contains 29929 members 
Mstep: Class 18 contains 9798 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72121 members 
Mstep: Class 21 contains 117422 members 
Mstep: Class 22 contains 98616 members 
Mstep: Class 23 contains 14214 members 
Mstep: Class 24 contains 74392 members 
Mstep: Class 25 contains 73516 members 
Mstep: Class 26 contains 14845 members 
Mstep: Class 27 contains 93876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433344.000000 Penalty: 231727.812500
Iteration 117Q: 28 clusters Score -2.724333e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144788 members 
Mstep: Class 3 contains 32660 members 
Mstep: Class 4 contains 62114 members 
Mstep: Class 5 contains 63418 members 
Mstep: Class 6 contains 9610 members 
Mstep: Class 7 contains 20537 members 
Mstep: Class 8 contains 17334 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36947 members 
Mstep: Class 11 contains 123713 members 
Mstep: Class 12 contains 45629 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 14004 members 
Mstep: Class 15 contains 15870 members 
Mstep: Class 16 contains 9289 members 
Mstep: Class 17 contains 29930 members 
Mstep: Class 18 contains 9797 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72125 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 98597 members 
Mstep: Class 23 contains 14216 members 
Mstep: Class 24 contains 74395 members 
Mstep: Class 25 contains 73547 members 
Mstep: Class 26 contains 14844 members 
Mstep: Class 27 contains 93920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433376.000000 Penalty: 231727.812500
Iteration 118Q: 28 clusters Score -2.724334e+08 nChanged 210
Entering ConstructFrom: 
Score: -272433376.000000 Penalty: 231727.812500
Entering ConstructFrom: 
Trying to split cluster 1 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -189029.906250 Penalty: 4176.590820
	Iteration 0F: 2 clusters Score -189029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -185238.390625 Penalty: 8353.181641
	Iteration 0F: 3 clusters Score -185238.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -185614.578125 Penalty: 8353.181641
	Iteration 1F: 3 clusters Score -185614.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -185694.781250 Penalty: 8353.181641
	Iteration 2Q: 3 clusters Score -185694.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -185738.203125 Penalty: 8353.181641
	Iteration 3Q: 3 clusters Score -185738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -185779.421875 Penalty: 8353.181641
	Iteration 4Q: 3 clusters Score -185779.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -185805.140625 Penalty: 8353.181641
	Iteration 5Q: 3 clusters Score -185805.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -185814.421875 Penalty: 8353.181641
	Iteration 6Q: 3 clusters Score -185814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -185819.625000 Penalty: 8353.181641
	Iteration 7Q: 3 clusters Score -185819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -185826.718750 Penalty: 8353.181641
	Iteration 8Q: 3 clusters Score -185826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -185826.718750 Penalty: 8353.181641
	Iteration 9F: 3 clusters Score -185826.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (144787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144787 members 
Entering Unmasked Estep 
Score: -33063086.000000 Penalty: 7278.349609
	Iteration 0F: 2 clusters Score -3.306309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72425 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -32976770.000000 Penalty: 14556.699219
	Iteration 0F: 3 clusters Score -3.297677e+07 nChanged 66906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72073 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -33013964.000000 Penalty: 14556.699219
	Iteration 1F: 3 clusters Score -3.301396e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -33015228.000000 Penalty: 14556.699219
	Iteration 2Q: 3 clusters Score -3.301523e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 73452 members 
Entering Unmasked Estep 
Score: -33016396.000000 Penalty: 14556.699219
	Iteration 3Q: 3 clusters Score -3.30164e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -33017528.000000 Penalty: 14556.699219
	Iteration 4Q: 3 clusters Score -3.301753e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 75371 members 
Entering Unmasked Estep 
Score: -33019064.000000 Penalty: 14556.699219
	Iteration 5Q: 3 clusters Score -3.301906e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -33021112.000000 Penalty: 14556.699219
	Iteration 6Q: 3 clusters Score -3.302111e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -33023920.000000 Penalty: 14556.699219
	Iteration 7Q: 3 clusters Score -3.302392e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -33027424.000000 Penalty: 14556.699219
	Iteration 8Q: 3 clusters Score -3.302742e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -33031676.000000 Penalty: 14556.699219
	Iteration 9F: 3 clusters Score -3.303168e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -33036784.000000 Penalty: 14556.699219
	Iteration 10F: 3 clusters Score -3.303678e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 97921 members 
Entering Unmasked Estep 
Score: -33042930.000000 Penalty: 14556.699219
	Iteration 11F: 3 clusters Score -3.304293e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -33049100.000000 Penalty: 14556.699219
	Iteration 12F: 3 clusters Score -3.30491e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 107316 members 
Entering Unmasked Estep 
Score: -33053978.000000 Penalty: 14556.699219
	Iteration 13Q: 3 clusters Score -3.305398e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 110156 members 
Entering Unmasked Estep 
Score: -33057212.000000 Penalty: 14556.699219
	Iteration 14Q: 3 clusters Score -3.305721e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 112516 members 
Entering Unmasked Estep 
Score: -33058986.000000 Penalty: 14556.699219
	Iteration 15Q: 3 clusters Score -3.305899e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
Score: -33060204.000000 Penalty: 14556.699219
	Iteration 16Q: 3 clusters Score -3.30602e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 116340 members 
Entering Unmasked Estep 
Score: -33060938.000000 Penalty: 14556.699219
	Iteration 17Q: 3 clusters Score -3.306094e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 117917 members 
Entering Unmasked Estep 
Score: -33061448.000000 Penalty: 14556.699219
	Iteration 18Q: 3 clusters Score -3.306145e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 119336 members 
Entering Unmasked Estep 
Score: -33061832.000000 Penalty: 14556.699219
	Iteration 19Q: 3 clusters Score -3.306183e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 120609 members 
Entering Unmasked Estep 
Score: -33062300.000000 Penalty: 14556.699219
	Iteration 20F: 3 clusters Score -3.30623e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 121786 members 
Entering Unmasked Estep 
Score: -33062350.000000 Penalty: 14556.699219
	Iteration 21Q: 3 clusters Score -3.306235e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 122825 members 
Entering Unmasked Estep 
Score: -33062574.000000 Penalty: 14556.699219
	Iteration 22Q: 3 clusters Score -3.306257e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 123762 members 
Entering Unmasked Estep 
Score: -33062676.000000 Penalty: 14556.699219
	Iteration 23Q: 3 clusters Score -3.306268e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 124658 members 
Entering Unmasked Estep 
Score: -33062646.000000 Penalty: 14556.699219
	Iteration 24Q: 3 clusters Score -3.306265e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 125490 members 
Entering Unmasked Estep 
Score: -33062730.000000 Penalty: 14556.699219
	Iteration 25Q: 3 clusters Score -3.306273e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 126251 members 
Entering Unmasked Estep 
Score: -33062596.000000 Penalty: 14556.699219
	Iteration 26Q: 3 clusters Score -3.30626e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 126930 members 
Entering Unmasked Estep 
Score: -33062516.000000 Penalty: 14556.699219
	Iteration 27Q: 3 clusters Score -3.306252e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 127546 members 
Entering Unmasked Estep 
Score: -33062536.000000 Penalty: 14556.699219
	Iteration 28Q: 3 clusters Score -3.306254e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 128121 members 
Entering Unmasked Estep 
Score: -33062466.000000 Penalty: 14556.699219
	Iteration 29Q: 3 clusters Score -3.306247e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 128670 members 
Entering Unmasked Estep 
Score: -33062506.000000 Penalty: 14556.699219
	Iteration 30Q: 3 clusters Score -3.306251e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 129219 members 
Entering Unmasked Estep 
Score: -33062570.000000 Penalty: 14556.699219
	Iteration 31Q: 3 clusters Score -3.306257e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 129759 members 
Entering Unmasked Estep 
Score: -33062502.000000 Penalty: 14556.699219
	Iteration 32Q: 3 clusters Score -3.30625e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 130262 members 
Entering Unmasked Estep 
Score: -33062498.000000 Penalty: 14556.699219
	Iteration 33Q: 3 clusters Score -3.30625e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 130693 members 
Entering Unmasked Estep 
Score: -33062564.000000 Penalty: 14556.699219
	Iteration 34Q: 3 clusters Score -3.306256e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 131070 members 
Entering Unmasked Estep 
Score: -33062528.000000 Penalty: 14556.699219
	Iteration 35Q: 3 clusters Score -3.306253e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 131421 members 
Entering Unmasked Estep 
Score: -33062458.000000 Penalty: 14556.699219
	Iteration 36Q: 3 clusters Score -3.306246e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 131701 members 
Entering Unmasked Estep 
Score: -33062480.000000 Penalty: 14556.699219
	Iteration 37Q: 3 clusters Score -3.306248e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 131972 members 
Entering Unmasked Estep 
Score: -33062424.000000 Penalty: 14556.699219
	Iteration 38Q: 3 clusters Score -3.306242e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -33062424.000000 Penalty: 14556.699219
	Iteration 39Q: 3 clusters Score -3.306242e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 132460 members 
Entering Unmasked Estep 
Score: -33062452.000000 Penalty: 14556.699219
	Iteration 40F: 3 clusters Score -3.306245e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 132687 members 
Entering Unmasked Estep 
Score: -33062422.000000 Penalty: 14556.699219
	Iteration 41Q: 3 clusters Score -3.306242e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 132913 members 
Entering Unmasked Estep 
Score: -33062486.000000 Penalty: 14556.699219
	Iteration 42Q: 3 clusters Score -3.306249e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
Score: -33062414.000000 Penalty: 14556.699219
	Iteration 43Q: 3 clusters Score -3.306241e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 133387 members 
Entering Unmasked Estep 
Score: -33062432.000000 Penalty: 14556.699219
	Iteration 44Q: 3 clusters Score -3.306243e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -33062464.000000 Penalty: 14556.699219
	Iteration 45Q: 3 clusters Score -3.306246e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 133776 members 
Entering Unmasked Estep 
Score: -33062462.000000 Penalty: 14556.699219
	Iteration 46Q: 3 clusters Score -3.306246e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 133938 members 
Entering Unmasked Estep 
Score: -33062376.000000 Penalty: 14556.699219
	Iteration 47Q: 3 clusters Score -3.306238e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 134095 members 
Entering Unmasked Estep 
Score: -33062298.000000 Penalty: 14556.699219
	Iteration 48Q: 3 clusters Score -3.30623e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 134237 members 
Entering Unmasked Estep 
Score: -33062304.000000 Penalty: 14556.699219
	Iteration 49Q: 3 clusters Score -3.30623e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 134373 members 
Entering Unmasked Estep 
Score: -33062296.000000 Penalty: 14556.699219
	Iteration 50Q: 3 clusters Score -3.30623e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 134513 members 
Entering Unmasked Estep 
Score: -33062304.000000 Penalty: 14556.699219
	Iteration 51Q: 3 clusters Score -3.30623e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 134664 members 
Entering Unmasked Estep 
Score: -33062324.000000 Penalty: 14556.699219
	Iteration 52Q: 3 clusters Score -3.306232e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 134786 members 
Entering Unmasked Estep 
Score: -33062324.000000 Penalty: 14556.699219
	Iteration 53Q: 3 clusters Score -3.306232e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 134911 members 
Entering Unmasked Estep 
Score: -33062294.000000 Penalty: 14556.699219
	Iteration 54Q: 3 clusters Score -3.306229e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 135032 members 
Entering Unmasked Estep 
Score: -33062328.000000 Penalty: 14556.699219
	Iteration 55Q: 3 clusters Score -3.306233e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 135144 members 
Entering Unmasked Estep 
Score: -33062322.000000 Penalty: 14556.699219
	Iteration 56Q: 3 clusters Score -3.306232e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 135233 members 
Entering Unmasked Estep 
Score: -33062354.000000 Penalty: 14556.699219
	Iteration 57Q: 3 clusters Score -3.306235e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 135302 members 
Entering Unmasked Estep 
Score: -33062306.000000 Penalty: 14556.699219
	Iteration 58Q: 3 clusters Score -3.306231e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 135361 members 
Entering Unmasked Estep 
Score: -33062334.000000 Penalty: 14556.699219
	Iteration 59Q: 3 clusters Score -3.306233e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 135416 members 
Entering Unmasked Estep 
Score: -33062260.000000 Penalty: 14556.699219
	Iteration 60F: 3 clusters Score -3.306226e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 135486 members 
Entering Unmasked Estep 
Score: -33062262.000000 Penalty: 14556.699219
	Iteration 61Q: 3 clusters Score -3.306226e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 135554 members 
Entering Unmasked Estep 
Score: -33062234.000000 Penalty: 14556.699219
	Iteration 62Q: 3 clusters Score -3.306223e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 135601 members 
Entering Unmasked Estep 
Score: -33062230.000000 Penalty: 14556.699219
	Iteration 63Q: 3 clusters Score -3.306223e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 135662 members 
Entering Unmasked Estep 
Score: -33062264.000000 Penalty: 14556.699219
	Iteration 64Q: 3 clusters Score -3.306226e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 135710 members 
Entering Unmasked Estep 
Score: -33062240.000000 Penalty: 14556.699219
	Iteration 65Q: 3 clusters Score -3.306224e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 135762 members 
Entering Unmasked Estep 
Score: -33062266.000000 Penalty: 14556.699219
	Iteration 66Q: 3 clusters Score -3.306227e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 135809 members 
Entering Unmasked Estep 
Score: -33062286.000000 Penalty: 14556.699219
	Iteration 67Q: 3 clusters Score -3.306229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 135854 members 
Entering Unmasked Estep 
Score: -33062286.000000 Penalty: 14556.699219
	Iteration 68Q: 3 clusters Score -3.306229e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 135898 members 
Entering Unmasked Estep 
Score: -33062268.000000 Penalty: 14556.699219
	Iteration 69Q: 3 clusters Score -3.306227e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 135931 members 
Entering Unmasked Estep 
Score: -33062244.000000 Penalty: 14556.699219
	Iteration 70Q: 3 clusters Score -3.306224e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 135971 members 
Entering Unmasked Estep 
Score: -33062228.000000 Penalty: 14556.699219
	Iteration 71Q: 3 clusters Score -3.306223e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 136006 members 
Entering Unmasked Estep 
Score: -33062266.000000 Penalty: 14556.699219
	Iteration 72Q: 3 clusters Score -3.306227e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 136035 members 
Entering Unmasked Estep 
Score: -33062218.000000 Penalty: 14556.699219
	Iteration 73Q: 3 clusters Score -3.306222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 136063 members 
Entering Unmasked Estep 
Score: -33062188.000000 Penalty: 14556.699219
	Iteration 74Q: 3 clusters Score -3.306219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 136090 members 
Entering Unmasked Estep 
Score: -33062206.000000 Penalty: 14556.699219
	Iteration 75Q: 3 clusters Score -3.306221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 136117 members 
Entering Unmasked Estep 
Score: -33062192.000000 Penalty: 14556.699219
	Iteration 76Q: 3 clusters Score -3.306219e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 136141 members 
Entering Unmasked Estep 
Score: -33062214.000000 Penalty: 14556.699219
	Iteration 77Q: 3 clusters Score -3.306221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 136161 members 
Entering Unmasked Estep 
Score: -33062222.000000 Penalty: 14556.699219
	Iteration 78Q: 3 clusters Score -3.306222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 136185 members 
Entering Unmasked Estep 
Score: -33062206.000000 Penalty: 14556.699219
	Iteration 79Q: 3 clusters Score -3.306221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 136201 members 
Entering Unmasked Estep 
Score: -33062194.000000 Penalty: 14556.699219
	Iteration 80F: 3 clusters Score -3.306219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 136212 members 
Entering Unmasked Estep 
Score: -33062216.000000 Penalty: 14556.699219
	Iteration 81Q: 3 clusters Score -3.306222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 136223 members 
Entering Unmasked Estep 
Score: -33062224.000000 Penalty: 14556.699219
	Iteration 82Q: 3 clusters Score -3.306222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 136239 members 
Entering Unmasked Estep 
Score: -33062212.000000 Penalty: 14556.699219
	Iteration 83Q: 3 clusters Score -3.306221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 136254 members 
Entering Unmasked Estep 
Score: -33062200.000000 Penalty: 14556.699219
	Iteration 84Q: 3 clusters Score -3.30622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 136266 members 
Entering Unmasked Estep 
Score: -33062194.000000 Penalty: 14556.699219
	Iteration 85Q: 3 clusters Score -3.306219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 136272 members 
Entering Unmasked Estep 
Score: -33062192.000000 Penalty: 14556.699219
	Iteration 86Q: 3 clusters Score -3.306219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 136278 members 
Entering Unmasked Estep 
Score: -33062190.000000 Penalty: 14556.699219
	Iteration 87Q: 3 clusters Score -3.306219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 136285 members 
Entering Unmasked Estep 
Score: -33062206.000000 Penalty: 14556.699219
	Iteration 88Q: 3 clusters Score -3.306221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 136293 members 
Entering Unmasked Estep 
Score: -33062206.000000 Penalty: 14556.699219
	Iteration 89Q: 3 clusters Score -3.306221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 136297 members 
Entering Unmasked Estep 
Score: -33062206.000000 Penalty: 14556.699219
	Iteration 90Q: 3 clusters Score -3.306221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 136302 members 
Entering Unmasked Estep 
Score: -33062176.000000 Penalty: 14556.699219
	Iteration 91Q: 3 clusters Score -3.306218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 136311 members 
Entering Unmasked Estep 
Score: -33062164.000000 Penalty: 14556.699219
	Iteration 92Q: 3 clusters Score -3.306216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 136319 members 
Entering Unmasked Estep 
Score: -33062152.000000 Penalty: 14556.699219
	Iteration 93Q: 3 clusters Score -3.306215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 136327 members 
Entering Unmasked Estep 
Score: -33062152.000000 Penalty: 14556.699219
	Iteration 94Q: 3 clusters Score -3.306215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 136332 members 
Entering Unmasked Estep 
Score: -33062158.000000 Penalty: 14556.699219
	Iteration 95Q: 3 clusters Score -3.306216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 136338 members 
Entering Unmasked Estep 
Score: -33062160.000000 Penalty: 14556.699219
	Iteration 96Q: 3 clusters Score -3.306216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 136342 members 
Entering Unmasked Estep 
Score: -33062162.000000 Penalty: 14556.699219
	Iteration 97Q: 3 clusters Score -3.306216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 136345 members 
Entering Unmasked Estep 
Score: -33062168.000000 Penalty: 14556.699219
	Iteration 98Q: 3 clusters Score -3.306217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 136347 members 
Entering Unmasked Estep 
Score: -33062146.000000 Penalty: 14556.699219
	Iteration 99Q: 3 clusters Score -3.306215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 136347 members 
Entering Unmasked Estep 
Score: -33062146.000000 Penalty: 14556.699219
	Iteration 100F: 3 clusters Score -3.306215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Entering Unmasked Estep 
Score: -7514983.000000 Penalty: 6366.305176
	Iteration 0F: 2 clusters Score -7514983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -7490383.500000 Penalty: 12732.610352
	Iteration 0F: 3 clusters Score -7490384 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -7497787.000000 Penalty: 12732.610352
	Iteration 1F: 3 clusters Score -7497787 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -7498602.500000 Penalty: 12732.610352
	Iteration 2F: 3 clusters Score -7498602 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -7499270.000000 Penalty: 12732.610352
	Iteration 3F: 3 clusters Score -7499270 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -7499772.000000 Penalty: 12732.610352
	Iteration 4Q: 3 clusters Score -7499772 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -7500298.500000 Penalty: 12732.610352
	Iteration 5Q: 3 clusters Score -7500298 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -7500714.000000 Penalty: 12732.610352
	Iteration 6Q: 3 clusters Score -7500714 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -7501108.000000 Penalty: 12732.610352
	Iteration 7Q: 3 clusters Score -7501108 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -7501574.000000 Penalty: 12732.610352
	Iteration 8Q: 3 clusters Score -7501574 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -7502006.500000 Penalty: 12732.610352
	Iteration 9Q: 3 clusters Score -7502006 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -7502379.000000 Penalty: 12732.610352
	Iteration 10Q: 3 clusters Score -7502379 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -7502710.000000 Penalty: 12732.610352
	Iteration 11Q: 3 clusters Score -7502710 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -7502999.500000 Penalty: 12732.610352
	Iteration 12Q: 3 clusters Score -7503000 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -7503266.000000 Penalty: 12732.610352
	Iteration 13Q: 3 clusters Score -7503266 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -7503506.000000 Penalty: 12732.610352
	Iteration 14Q: 3 clusters Score -7503506 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -7503717.500000 Penalty: 12732.610352
	Iteration 15Q: 3 clusters Score -7503718 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -7503927.000000 Penalty: 12732.610352
	Iteration 16Q: 3 clusters Score -7503927 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -7504160.500000 Penalty: 12732.610352
	Iteration 17Q: 3 clusters Score -7504160 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -7504482.500000 Penalty: 12732.610352
	Iteration 18Q: 3 clusters Score -7504482 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -7504797.500000 Penalty: 12732.610352
	Iteration 19Q: 3 clusters Score -7504798 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -7505097.000000 Penalty: 12732.610352
	Iteration 20F: 3 clusters Score -7505097 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -7505400.500000 Penalty: 12732.610352
	Iteration 21Q: 3 clusters Score -7505400 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -7505749.000000 Penalty: 12732.610352
	Iteration 22Q: 3 clusters Score -7505749 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -7506151.000000 Penalty: 12732.610352
	Iteration 23Q: 3 clusters Score -7506151 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -7506506.500000 Penalty: 12732.610352
	Iteration 24Q: 3 clusters Score -7506506 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -7506873.000000 Penalty: 12732.610352
	Iteration 25Q: 3 clusters Score -7506873 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -7507238.500000 Penalty: 12732.610352
	Iteration 26Q: 3 clusters Score -7507238 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -7507570.000000 Penalty: 12732.610352
	Iteration 27Q: 3 clusters Score -7507570 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -7507952.500000 Penalty: 12732.610352
	Iteration 28Q: 3 clusters Score -7507952 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -7508278.500000 Penalty: 12732.610352
	Iteration 29Q: 3 clusters Score -7508278 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -7508524.500000 Penalty: 12732.610352
	Iteration 30Q: 3 clusters Score -7508524 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -7508721.500000 Penalty: 12732.610352
	Iteration 31Q: 3 clusters Score -7508722 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -7508865.000000 Penalty: 12732.610352
	Iteration 32Q: 3 clusters Score -7508865 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -7508983.500000 Penalty: 12732.610352
	Iteration 33Q: 3 clusters Score -7508984 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -7509088.500000 Penalty: 12732.610352
	Iteration 34Q: 3 clusters Score -7509088 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -7509190.000000 Penalty: 12732.610352
	Iteration 35Q: 3 clusters Score -7509190 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -7509259.500000 Penalty: 12732.610352
	Iteration 36Q: 3 clusters Score -7509260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -7509302.000000 Penalty: 12732.610352
	Iteration 37Q: 3 clusters Score -7509302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -7509337.000000 Penalty: 12732.610352
	Iteration 38Q: 3 clusters Score -7509337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -7509356.500000 Penalty: 12732.610352
	Iteration 39Q: 3 clusters Score -7509356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -7509367.500000 Penalty: 12732.610352
	Iteration 40F: 3 clusters Score -7509368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -7509383.500000 Penalty: 12732.610352
	Iteration 41Q: 3 clusters Score -7509384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -7509410.000000 Penalty: 12732.610352
	Iteration 42Q: 3 clusters Score -7509410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -7509441.000000 Penalty: 12732.610352
	Iteration 43Q: 3 clusters Score -7509441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -7509452.000000 Penalty: 12732.610352
	Iteration 44Q: 3 clusters Score -7509452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -7509480.000000 Penalty: 12732.610352
	Iteration 45Q: 3 clusters Score -7509480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -7509477.000000 Penalty: 12732.610352
	Iteration 46Q: 3 clusters Score -7509477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -7509486.500000 Penalty: 12732.610352
	Iteration 47Q: 3 clusters Score -7509486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -7509497.000000 Penalty: 12732.610352
	Iteration 48Q: 3 clusters Score -7509497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -7509498.500000 Penalty: 12732.610352
	Iteration 49Q: 3 clusters Score -7509498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -7509505.500000 Penalty: 12732.610352
	Iteration 50Q: 3 clusters Score -7509506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -7509506.500000 Penalty: 12732.610352
	Iteration 51Q: 3 clusters Score -7509506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -7509504.500000 Penalty: 12732.610352
	Iteration 52Q: 3 clusters Score -7509504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -7509517.500000 Penalty: 12732.610352
	Iteration 53Q: 3 clusters Score -7509518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -7509527.500000 Penalty: 12732.610352
	Iteration 54Q: 3 clusters Score -7509528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -7509528.000000 Penalty: 12732.610352
	Iteration 55Q: 3 clusters Score -7509528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -7509517.500000 Penalty: 12732.610352
	Iteration 56Q: 3 clusters Score -7509518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -7509526.500000 Penalty: 12732.610352
	Iteration 57Q: 3 clusters Score -7509526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -7509531.500000 Penalty: 12732.610352
	Iteration 58Q: 3 clusters Score -7509532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -7509527.000000 Penalty: 12732.610352
	Iteration 59Q: 3 clusters Score -7509527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -7509523.000000 Penalty: 12732.610352
	Iteration 60F: 3 clusters Score -7509523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -7509524.000000 Penalty: 12732.610352
	Iteration 61Q: 3 clusters Score -7509524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -7509535.000000 Penalty: 12732.610352
	Iteration 62Q: 3 clusters Score -7509535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -7509533.500000 Penalty: 12732.610352
	Iteration 63Q: 3 clusters Score -7509534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -7509533.500000 Penalty: 12732.610352
	Iteration 64F: 3 clusters Score -7509534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Entering Unmasked Estep 
Score: -14198260.000000 Penalty: 6759.995117
	Iteration 0F: 2 clusters Score -1.419826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -14154772.000000 Penalty: 13519.990234
	Iteration 0F: 3 clusters Score -1.415477e+07 nChanged 27730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -14169720.000000 Penalty: 13519.990234
	Iteration 1F: 3 clusters Score -1.416972e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -14170806.000000 Penalty: 13519.990234
	Iteration 2Q: 3 clusters Score -1.417081e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -14171915.000000 Penalty: 13519.990234
	Iteration 3Q: 3 clusters Score -1.417192e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -14173108.000000 Penalty: 13519.990234
	Iteration 4Q: 3 clusters Score -1.417311e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -14174671.000000 Penalty: 13519.990234
	Iteration 5Q: 3 clusters Score -1.417467e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -14176716.000000 Penalty: 13519.990234
	Iteration 6F: 3 clusters Score -1.417672e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -14179412.000000 Penalty: 13519.990234
	Iteration 7F: 3 clusters Score -1.417941e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -14182693.000000 Penalty: 13519.990234
	Iteration 8F: 3 clusters Score -1.418269e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -14186002.000000 Penalty: 13519.990234
	Iteration 9F: 3 clusters Score -1.4186e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -14188517.000000 Penalty: 13519.990234
	Iteration 10Q: 3 clusters Score -1.418852e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -14190101.000000 Penalty: 13519.990234
	Iteration 11Q: 3 clusters Score -1.41901e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -14191049.000000 Penalty: 13519.990234
	Iteration 12Q: 3 clusters Score -1.419105e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -14191615.000000 Penalty: 13519.990234
	Iteration 13Q: 3 clusters Score -1.419162e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -14191920.000000 Penalty: 13519.990234
	Iteration 14Q: 3 clusters Score -1.419192e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -14192094.000000 Penalty: 13519.990234
	Iteration 15Q: 3 clusters Score -1.419209e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -14192226.000000 Penalty: 13519.990234
	Iteration 16Q: 3 clusters Score -1.419223e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -14192316.000000 Penalty: 13519.990234
	Iteration 17Q: 3 clusters Score -1.419232e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -14192363.000000 Penalty: 13519.990234
	Iteration 18Q: 3 clusters Score -1.419236e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -14192402.000000 Penalty: 13519.990234
	Iteration 19Q: 3 clusters Score -1.41924e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -14192439.000000 Penalty: 13519.990234
	Iteration 20F: 3 clusters Score -1.419244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -14192455.000000 Penalty: 13519.990234
	Iteration 21Q: 3 clusters Score -1.419246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -14192452.000000 Penalty: 13519.990234
	Iteration 22Q: 3 clusters Score -1.419245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -14192489.000000 Penalty: 13519.990234
	Iteration 23Q: 3 clusters Score -1.419249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -14192488.000000 Penalty: 13519.990234
	Iteration 24Q: 3 clusters Score -1.419249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -14192499.000000 Penalty: 13519.990234
	Iteration 25Q: 3 clusters Score -1.41925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -14192488.000000 Penalty: 13519.990234
	Iteration 26Q: 3 clusters Score -1.419249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14192498.000000 Penalty: 13519.990234
	Iteration 27Q: 3 clusters Score -1.41925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14192516.000000 Penalty: 13519.990234
	Iteration 28Q: 3 clusters Score -1.419252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14192511.000000 Penalty: 13519.990234
	Iteration 29Q: 3 clusters Score -1.419251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14192511.000000 Penalty: 13519.990234
	Iteration 30F: 3 clusters Score -1.419251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Entering Unmasked Estep 
Score: -13784372.000000 Penalty: 6772.691895
	Iteration 0F: 2 clusters Score -1.378437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -13740091.000000 Penalty: 13545.383789
	Iteration 0F: 3 clusters Score -1.374009e+07 nChanged 28187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -13755500.000000 Penalty: 13545.383789
	Iteration 1F: 3 clusters Score -1.37555e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -13757001.000000 Penalty: 13545.383789
	Iteration 2F: 3 clusters Score -1.3757e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -13758734.000000 Penalty: 13545.383789
	Iteration 3F: 3 clusters Score -1.375873e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -13760642.000000 Penalty: 13545.383789
	Iteration 4F: 3 clusters Score -1.376064e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -13762623.000000 Penalty: 13545.383789
	Iteration 5F: 3 clusters Score -1.376262e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -13764619.000000 Penalty: 13545.383789
	Iteration 6F: 3 clusters Score -1.376462e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -13766679.000000 Penalty: 13545.383789
	Iteration 7F: 3 clusters Score -1.376668e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -13768594.000000 Penalty: 13545.383789
	Iteration 8F: 3 clusters Score -1.376859e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -13770225.000000 Penalty: 13545.383789
	Iteration 9F: 3 clusters Score -1.377022e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -13771799.000000 Penalty: 13545.383789
	Iteration 10Q: 3 clusters Score -1.37718e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -13773211.000000 Penalty: 13545.383789
	Iteration 11Q: 3 clusters Score -1.377321e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -13774466.000000 Penalty: 13545.383789
	Iteration 12Q: 3 clusters Score -1.377447e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -13775527.000000 Penalty: 13545.383789
	Iteration 13Q: 3 clusters Score -1.377553e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -13776321.000000 Penalty: 13545.383789
	Iteration 14Q: 3 clusters Score -1.377632e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -13776791.000000 Penalty: 13545.383789
	Iteration 15Q: 3 clusters Score -1.377679e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -13777242.000000 Penalty: 13545.383789
	Iteration 16Q: 3 clusters Score -1.377724e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -13777468.000000 Penalty: 13545.383789
	Iteration 17Q: 3 clusters Score -1.377747e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -13777650.000000 Penalty: 13545.383789
	Iteration 18Q: 3 clusters Score -1.377765e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -13777772.000000 Penalty: 13545.383789
	Iteration 19Q: 3 clusters Score -1.377777e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -13777893.000000 Penalty: 13545.383789
	Iteration 20F: 3 clusters Score -1.377789e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -13778064.000000 Penalty: 13545.383789
	Iteration 21Q: 3 clusters Score -1.377806e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -13778188.000000 Penalty: 13545.383789
	Iteration 22Q: 3 clusters Score -1.377819e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -13778223.000000 Penalty: 13545.383789
	Iteration 23Q: 3 clusters Score -1.377822e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -13778332.000000 Penalty: 13545.383789
	Iteration 24Q: 3 clusters Score -1.377833e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -13778443.000000 Penalty: 13545.383789
	Iteration 25Q: 3 clusters Score -1.377844e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -13778555.000000 Penalty: 13545.383789
	Iteration 26Q: 3 clusters Score -1.377856e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -13778592.000000 Penalty: 13545.383789
	Iteration 27Q: 3 clusters Score -1.377859e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -13778680.000000 Penalty: 13545.383789
	Iteration 28Q: 3 clusters Score -1.377868e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -13778761.000000 Penalty: 13545.383789
	Iteration 29Q: 3 clusters Score -1.377876e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -13778804.000000 Penalty: 13545.383789
	Iteration 30Q: 3 clusters Score -1.37788e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -13778840.000000 Penalty: 13545.383789
	Iteration 31Q: 3 clusters Score -1.377884e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -13778894.000000 Penalty: 13545.383789
	Iteration 32Q: 3 clusters Score -1.377889e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -13778932.000000 Penalty: 13545.383789
	Iteration 33Q: 3 clusters Score -1.377893e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -13779027.000000 Penalty: 13545.383789
	Iteration 34Q: 3 clusters Score -1.377903e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -13779101.000000 Penalty: 13545.383789
	Iteration 35Q: 3 clusters Score -1.37791e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -13779109.000000 Penalty: 13545.383789
	Iteration 36Q: 3 clusters Score -1.377911e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -13779166.000000 Penalty: 13545.383789
	Iteration 37Q: 3 clusters Score -1.377917e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -13779240.000000 Penalty: 13545.383789
	Iteration 38Q: 3 clusters Score -1.377924e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -13779327.000000 Penalty: 13545.383789
	Iteration 39Q: 3 clusters Score -1.377933e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -13779439.000000 Penalty: 13545.383789
	Iteration 40F: 3 clusters Score -1.377944e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -13779458.000000 Penalty: 13545.383789
	Iteration 41Q: 3 clusters Score -1.377946e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -13779569.000000 Penalty: 13545.383789
	Iteration 42Q: 3 clusters Score -1.377957e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -13779621.000000 Penalty: 13545.383789
	Iteration 43Q: 3 clusters Score -1.377962e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -13779674.000000 Penalty: 13545.383789
	Iteration 44Q: 3 clusters Score -1.377967e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -13779673.000000 Penalty: 13545.383789
	Iteration 45Q: 3 clusters Score -1.377967e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -13779723.000000 Penalty: 13545.383789
	Iteration 46Q: 3 clusters Score -1.377972e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -13779743.000000 Penalty: 13545.383789
	Iteration 47Q: 3 clusters Score -1.377974e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -13779785.000000 Penalty: 13545.383789
	Iteration 48Q: 3 clusters Score -1.377978e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -13779788.000000 Penalty: 13545.383789
	Iteration 49Q: 3 clusters Score -1.377979e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -13779801.000000 Penalty: 13545.383789
	Iteration 50Q: 3 clusters Score -1.37798e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -13779798.000000 Penalty: 13545.383789
	Iteration 51Q: 3 clusters Score -1.37798e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -13779807.000000 Penalty: 13545.383789
	Iteration 52Q: 3 clusters Score -1.377981e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -13779834.000000 Penalty: 13545.383789
	Iteration 53Q: 3 clusters Score -1.377983e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -13779816.000000 Penalty: 13545.383789
	Iteration 54Q: 3 clusters Score -1.377982e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -13779807.000000 Penalty: 13545.383789
	Iteration 55Q: 3 clusters Score -1.377981e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -13779831.000000 Penalty: 13545.383789
	Iteration 56Q: 3 clusters Score -1.377983e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -13779855.000000 Penalty: 13545.383789
	Iteration 57Q: 3 clusters Score -1.377986e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -13779868.000000 Penalty: 13545.383789
	Iteration 58Q: 3 clusters Score -1.377987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -13779886.000000 Penalty: 13545.383789
	Iteration 59Q: 3 clusters Score -1.377989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -13779896.000000 Penalty: 13545.383789
	Iteration 60F: 3 clusters Score -1.37799e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -13779905.000000 Penalty: 13545.383789
	Iteration 61Q: 3 clusters Score -1.37799e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -13779923.000000 Penalty: 13545.383789
	Iteration 62Q: 3 clusters Score -1.377992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -13779920.000000 Penalty: 13545.383789
	Iteration 63Q: 3 clusters Score -1.377992e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -13779935.000000 Penalty: 13545.383789
	Iteration 64Q: 3 clusters Score -1.377994e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -13779920.000000 Penalty: 13545.383789
	Iteration 65Q: 3 clusters Score -1.377992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -13779925.000000 Penalty: 13545.383789
	Iteration 66Q: 3 clusters Score -1.377992e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -13779922.000000 Penalty: 13545.383789
	Iteration 67Q: 3 clusters Score -1.377992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -13779908.000000 Penalty: 13545.383789
	Iteration 68Q: 3 clusters Score -1.377991e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -13779922.000000 Penalty: 13545.383789
	Iteration 69Q: 3 clusters Score -1.377992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -13779926.000000 Penalty: 13545.383789
	Iteration 70Q: 3 clusters Score -1.377993e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -13779923.000000 Penalty: 13545.383789
	Iteration 71Q: 3 clusters Score -1.377992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -13779951.000000 Penalty: 13545.383789
	Iteration 72Q: 3 clusters Score -1.377995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -13779935.000000 Penalty: 13545.383789
	Iteration 73Q: 3 clusters Score -1.377994e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -13779953.000000 Penalty: 13545.383789
	Iteration 74Q: 3 clusters Score -1.377995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -13779958.000000 Penalty: 13545.383789
	Iteration 75Q: 3 clusters Score -1.377996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -13779976.000000 Penalty: 13545.383789
	Iteration 76Q: 3 clusters Score -1.377998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -13779980.000000 Penalty: 13545.383789
	Iteration 77Q: 3 clusters Score -1.377998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -13779991.000000 Penalty: 13545.383789
	Iteration 78Q: 3 clusters Score -1.377999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -13779996.000000 Penalty: 13545.383789
	Iteration 79Q: 3 clusters Score -1.378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -13779984.000000 Penalty: 13545.383789
	Iteration 80F: 3 clusters Score -1.377998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -13779994.000000 Penalty: 13545.383789
	Iteration 81Q: 3 clusters Score -1.377999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -13779994.000000 Penalty: 13545.383789
	Iteration 82Q: 3 clusters Score -1.377999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -13779989.000000 Penalty: 13545.383789
	Iteration 83Q: 3 clusters Score -1.377999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -13779987.000000 Penalty: 13545.383789
	Iteration 84Q: 3 clusters Score -1.377999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -13779989.000000 Penalty: 13545.383789
	Iteration 85Q: 3 clusters Score -1.377999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -13779992.000000 Penalty: 13545.383789
	Iteration 86Q: 3 clusters Score -1.377999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -13780000.000000 Penalty: 13545.383789
	Iteration 87Q: 3 clusters Score -1.378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -13779975.000000 Penalty: 13545.383789
	Iteration 88Q: 3 clusters Score -1.377998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -13779991.000000 Penalty: 13545.383789
	Iteration 89Q: 3 clusters Score -1.377999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -13779986.000000 Penalty: 13545.383789
	Iteration 90Q: 3 clusters Score -1.377999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -13779997.000000 Penalty: 13545.383789
	Iteration 91Q: 3 clusters Score -1.378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -13779988.000000 Penalty: 13545.383789
	Iteration 92Q: 3 clusters Score -1.377999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -13779996.000000 Penalty: 13545.383789
	Iteration 93Q: 3 clusters Score -1.378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -13779999.000000 Penalty: 13545.383789
	Iteration 94Q: 3 clusters Score -1.378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -13779999.000000 Penalty: 13545.383789
	Iteration 95F: 3 clusters Score -1.378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Entering Unmasked Estep 
Score: -2113331.000000 Penalty: 5616.839844
	Iteration 0F: 2 clusters Score -2113331 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 4740 members 
Entering Unmasked Estep 
Score: -2103344.250000 Penalty: 11233.679688
	Iteration 0F: 3 clusters Score -2103344 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2105543.750000 Penalty: 11233.679688
	Iteration 1F: 3 clusters Score -2105544 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2106158.000000 Penalty: 11233.679688
	Iteration 2F: 3 clusters Score -2106158 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2106669.250000 Penalty: 11233.679688
	Iteration 3F: 3 clusters Score -2106669 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2107161.750000 Penalty: 11233.679688
	Iteration 4F: 3 clusters Score -2107162 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2107614.500000 Penalty: 11233.679688
	Iteration 5F: 3 clusters Score -2107614 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2107992.750000 Penalty: 11233.679688
	Iteration 6Q: 3 clusters Score -2107993 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2108312.250000 Penalty: 11233.679688
	Iteration 7Q: 3 clusters Score -2108312 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2108560.750000 Penalty: 11233.679688
	Iteration 8Q: 3 clusters Score -2108561 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2108789.250000 Penalty: 11233.679688
	Iteration 9Q: 3 clusters Score -2108789 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2108970.000000 Penalty: 11233.679688
	Iteration 10Q: 3 clusters Score -2108970 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2109108.000000 Penalty: 11233.679688
	Iteration 11Q: 3 clusters Score -2109108 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2109221.750000 Penalty: 11233.679688
	Iteration 12Q: 3 clusters Score -2109222 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2109293.750000 Penalty: 11233.679688
	Iteration 13Q: 3 clusters Score -2109294 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2109341.000000 Penalty: 11233.679688
	Iteration 14Q: 3 clusters Score -2109341 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2109371.250000 Penalty: 11233.679688
	Iteration 15Q: 3 clusters Score -2109371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2109399.500000 Penalty: 11233.679688
	Iteration 16Q: 3 clusters Score -2109400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2109418.750000 Penalty: 11233.679688
	Iteration 17Q: 3 clusters Score -2109419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2109429.250000 Penalty: 11233.679688
	Iteration 18Q: 3 clusters Score -2109429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2109445.750000 Penalty: 11233.679688
	Iteration 19Q: 3 clusters Score -2109446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2109450.750000 Penalty: 11233.679688
	Iteration 20F: 3 clusters Score -2109451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2109457.250000 Penalty: 11233.679688
	Iteration 21Q: 3 clusters Score -2109457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2109458.250000 Penalty: 11233.679688
	Iteration 22Q: 3 clusters Score -2109458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2109460.500000 Penalty: 11233.679688
	Iteration 23Q: 3 clusters Score -2109460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2109461.000000 Penalty: 11233.679688
	Iteration 24Q: 3 clusters Score -2109461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2109462.500000 Penalty: 11233.679688
	Iteration 25Q: 3 clusters Score -2109462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2109464.500000 Penalty: 11233.679688
	Iteration 26Q: 3 clusters Score -2109464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2109466.250000 Penalty: 11233.679688
	Iteration 27Q: 3 clusters Score -2109466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2109466.250000 Penalty: 11233.679688
	Iteration 28F: 3 clusters Score -2109466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Entering Unmasked Estep 
Score: -4574575.000000 Penalty: 6081.995605
	Iteration 0F: 2 clusters Score -4574575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4557626.000000 Penalty: 12163.991211
	Iteration 0F: 3 clusters Score -4557626 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -4562193.000000 Penalty: 12163.991211
	Iteration 1F: 3 clusters Score -4562193 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -4562937.000000 Penalty: 12163.991211
	Iteration 2F: 3 clusters Score -4562937 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4563455.500000 Penalty: 12163.991211
	Iteration 3F: 3 clusters Score -4563456 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4563842.500000 Penalty: 12163.991211
	Iteration 4Q: 3 clusters Score -4563842 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4564188.000000 Penalty: 12163.991211
	Iteration 5Q: 3 clusters Score -4564188 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -4564519.000000 Penalty: 12163.991211
	Iteration 6Q: 3 clusters Score -4564519 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -4564820.500000 Penalty: 12163.991211
	Iteration 7Q: 3 clusters Score -4564820 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4565121.500000 Penalty: 12163.991211
	Iteration 8Q: 3 clusters Score -4565122 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -4565428.000000 Penalty: 12163.991211
	Iteration 9Q: 3 clusters Score -4565428 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -4565717.500000 Penalty: 12163.991211
	Iteration 10Q: 3 clusters Score -4565718 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4566045.000000 Penalty: 12163.991211
	Iteration 11Q: 3 clusters Score -4566045 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -4566390.000000 Penalty: 12163.991211
	Iteration 12Q: 3 clusters Score -4566390 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -4566748.500000 Penalty: 12163.991211
	Iteration 13Q: 3 clusters Score -4566748 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -4567090.500000 Penalty: 12163.991211
	Iteration 14Q: 3 clusters Score -4567090 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4567412.000000 Penalty: 12163.991211
	Iteration 15Q: 3 clusters Score -4567412 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4567758.500000 Penalty: 12163.991211
	Iteration 16Q: 3 clusters Score -4567758 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -4568123.000000 Penalty: 12163.991211
	Iteration 17Q: 3 clusters Score -4568123 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -4568489.500000 Penalty: 12163.991211
	Iteration 18Q: 3 clusters Score -4568490 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -4568851.500000 Penalty: 12163.991211
	Iteration 19Q: 3 clusters Score -4568852 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4569167.000000 Penalty: 12163.991211
	Iteration 20F: 3 clusters Score -4569167 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4569440.500000 Penalty: 12163.991211
	Iteration 21Q: 3 clusters Score -4569440 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -4569638.500000 Penalty: 12163.991211
	Iteration 22Q: 3 clusters Score -4569638 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4569827.500000 Penalty: 12163.991211
	Iteration 23Q: 3 clusters Score -4569828 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4569936.500000 Penalty: 12163.991211
	Iteration 24Q: 3 clusters Score -4569936 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4570006.000000 Penalty: 12163.991211
	Iteration 25Q: 3 clusters Score -4570006 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4570039.500000 Penalty: 12163.991211
	Iteration 26Q: 3 clusters Score -4570040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -4570077.500000 Penalty: 12163.991211
	Iteration 27Q: 3 clusters Score -4570078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4570092.500000 Penalty: 12163.991211
	Iteration 28Q: 3 clusters Score -4570092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -4570115.000000 Penalty: 12163.991211
	Iteration 29Q: 3 clusters Score -4570115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4570125.000000 Penalty: 12163.991211
	Iteration 30Q: 3 clusters Score -4570125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4570129.000000 Penalty: 12163.991211
	Iteration 31Q: 3 clusters Score -4570129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4570133.000000 Penalty: 12163.991211
	Iteration 32Q: 3 clusters Score -4570133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4570148.500000 Penalty: 12163.991211
	Iteration 33Q: 3 clusters Score -4570148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4570141.000000 Penalty: 12163.991211
	Iteration 34Q: 3 clusters Score -4570141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4570154.500000 Penalty: 12163.991211
	Iteration 35Q: 3 clusters Score -4570154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -4570156.500000 Penalty: 12163.991211
	Iteration 36Q: 3 clusters Score -4570156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -4570157.500000 Penalty: 12163.991211
	Iteration 37Q: 3 clusters Score -4570158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4570154.500000 Penalty: 12163.991211
	Iteration 38Q: 3 clusters Score -4570154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4570155.500000 Penalty: 12163.991211
	Iteration 39Q: 3 clusters Score -4570156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -4570155.000000 Penalty: 12163.991211
	Iteration 40F: 3 clusters Score -4570155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4570155.000000 Penalty: 12163.991211
	Iteration 41Q: 3 clusters Score -4570155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4570158.500000 Penalty: 12163.991211
	Iteration 42Q: 3 clusters Score -4570158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -4570155.500000 Penalty: 12163.991211
	Iteration 43Q: 3 clusters Score -4570156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -4570152.500000 Penalty: 12163.991211
	Iteration 44Q: 3 clusters Score -4570152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4570156.500000 Penalty: 12163.991211
	Iteration 45Q: 3 clusters Score -4570156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4570154.500000 Penalty: 12163.991211
	Iteration 46Q: 3 clusters Score -4570154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4570153.000000 Penalty: 12163.991211
	Iteration 47Q: 3 clusters Score -4570153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4570153.000000 Penalty: 12163.991211
	Iteration 48F: 3 clusters Score -4570153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Entering Unmasked Estep 
Score: -3807509.250000 Penalty: 5978.295898
	Iteration 0F: 2 clusters Score -3807509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -3792714.000000 Penalty: 11956.591797
	Iteration 0F: 3 clusters Score -3792714 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3796555.750000 Penalty: 11956.591797
	Iteration 1F: 3 clusters Score -3796556 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3797174.250000 Penalty: 11956.591797
	Iteration 2F: 3 clusters Score -3797174 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3797622.000000 Penalty: 11956.591797
	Iteration 3F: 3 clusters Score -3797622 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3797984.750000 Penalty: 11956.591797
	Iteration 4Q: 3 clusters Score -3797985 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3798348.250000 Penalty: 11956.591797
	Iteration 5Q: 3 clusters Score -3798348 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3798750.500000 Penalty: 11956.591797
	Iteration 6Q: 3 clusters Score -3798750 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3799178.750000 Penalty: 11956.591797
	Iteration 7Q: 3 clusters Score -3799179 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3799706.500000 Penalty: 11956.591797
	Iteration 8Q: 3 clusters Score -3799706 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -3800300.500000 Penalty: 11956.591797
	Iteration 9Q: 3 clusters Score -3800300 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3801000.250000 Penalty: 11956.591797
	Iteration 10Q: 3 clusters Score -3801000 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3801697.000000 Penalty: 11956.591797
	Iteration 11Q: 3 clusters Score -3801697 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3802295.500000 Penalty: 11956.591797
	Iteration 12Q: 3 clusters Score -3802296 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3802769.000000 Penalty: 11956.591797
	Iteration 13Q: 3 clusters Score -3802769 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3803089.250000 Penalty: 11956.591797
	Iteration 14Q: 3 clusters Score -3803089 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3803330.500000 Penalty: 11956.591797
	Iteration 15Q: 3 clusters Score -3803330 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3803508.500000 Penalty: 11956.591797
	Iteration 16Q: 3 clusters Score -3803508 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3803617.000000 Penalty: 11956.591797
	Iteration 17Q: 3 clusters Score -3803617 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3803693.750000 Penalty: 11956.591797
	Iteration 18Q: 3 clusters Score -3803694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3803740.500000 Penalty: 11956.591797
	Iteration 19Q: 3 clusters Score -3803740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3803763.000000 Penalty: 11956.591797
	Iteration 20F: 3 clusters Score -3803763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3803802.000000 Penalty: 11956.591797
	Iteration 21Q: 3 clusters Score -3803802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3803838.250000 Penalty: 11956.591797
	Iteration 22Q: 3 clusters Score -3803838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3803868.750000 Penalty: 11956.591797
	Iteration 23Q: 3 clusters Score -3803869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3803883.750000 Penalty: 11956.591797
	Iteration 24Q: 3 clusters Score -3803884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3803886.000000 Penalty: 11956.591797
	Iteration 25Q: 3 clusters Score -3803886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3803910.250000 Penalty: 11956.591797
	Iteration 26Q: 3 clusters Score -3803910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3803911.750000 Penalty: 11956.591797
	Iteration 27Q: 3 clusters Score -3803912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3803924.000000 Penalty: 11956.591797
	Iteration 28Q: 3 clusters Score -3803924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3803925.000000 Penalty: 11956.591797
	Iteration 29Q: 3 clusters Score -3803925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3803923.000000 Penalty: 11956.591797
	Iteration 30Q: 3 clusters Score -3803923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3803933.000000 Penalty: 11956.591797
	Iteration 31Q: 3 clusters Score -3803933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3803932.000000 Penalty: 11956.591797
	Iteration 32Q: 3 clusters Score -3803932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3803931.000000 Penalty: 11956.591797
	Iteration 33Q: 3 clusters Score -3803931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3803935.500000 Penalty: 11956.591797
	Iteration 34Q: 3 clusters Score -3803936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3803935.250000 Penalty: 11956.591797
	Iteration 35Q: 3 clusters Score -3803935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3803935.250000 Penalty: 11956.591797
	Iteration 36F: 3 clusters Score -3803935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Entering Unmasked Estep 
Score: -1419490.500000 Penalty: 5342.879395
	Iteration 0F: 2 clusters Score -1419490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1411667.625000 Penalty: 10685.758789
	Iteration 0F: 3 clusters Score -1411668 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1412940.500000 Penalty: 10685.758789
	Iteration 1F: 3 clusters Score -1412940 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1413342.250000 Penalty: 10685.758789
	Iteration 2F: 3 clusters Score -1413342 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1413564.625000 Penalty: 10685.758789
	Iteration 3Q: 3 clusters Score -1413565 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1413699.375000 Penalty: 10685.758789
	Iteration 4Q: 3 clusters Score -1413699 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1413763.875000 Penalty: 10685.758789
	Iteration 5Q: 3 clusters Score -1413764 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1413813.500000 Penalty: 10685.758789
	Iteration 6Q: 3 clusters Score -1413814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1413849.125000 Penalty: 10685.758789
	Iteration 7Q: 3 clusters Score -1413849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1413878.625000 Penalty: 10685.758789
	Iteration 8Q: 3 clusters Score -1413879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1413895.750000 Penalty: 10685.758789
	Iteration 9Q: 3 clusters Score -1413896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1413914.625000 Penalty: 10685.758789
	Iteration 10Q: 3 clusters Score -1413915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1413930.500000 Penalty: 10685.758789
	Iteration 11Q: 3 clusters Score -1413930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1413949.125000 Penalty: 10685.758789
	Iteration 12Q: 3 clusters Score -1413949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1413954.250000 Penalty: 10685.758789
	Iteration 13Q: 3 clusters Score -1413954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1413960.125000 Penalty: 10685.758789
	Iteration 14Q: 3 clusters Score -1413960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1413962.125000 Penalty: 10685.758789
	Iteration 15Q: 3 clusters Score -1413962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1413963.500000 Penalty: 10685.758789
	Iteration 16Q: 3 clusters Score -1413964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1413966.500000 Penalty: 10685.758789
	Iteration 17Q: 3 clusters Score -1413966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1413970.625000 Penalty: 10685.758789
	Iteration 18Q: 3 clusters Score -1413971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1413975.250000 Penalty: 10685.758789
	Iteration 19Q: 3 clusters Score -1413975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1413976.500000 Penalty: 10685.758789
	Iteration 20F: 3 clusters Score -1413976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1413984.000000 Penalty: 10685.758789
	Iteration 21Q: 3 clusters Score -1413984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1413984.875000 Penalty: 10685.758789
	Iteration 22Q: 3 clusters Score -1413985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1413987.875000 Penalty: 10685.758789
	Iteration 23Q: 3 clusters Score -1413988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1413993.875000 Penalty: 10685.758789
	Iteration 24Q: 3 clusters Score -1413994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1413998.250000 Penalty: 10685.758789
	Iteration 25Q: 3 clusters Score -1413998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1414001.750000 Penalty: 10685.758789
	Iteration 26Q: 3 clusters Score -1414002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1414002.750000 Penalty: 10685.758789
	Iteration 27Q: 3 clusters Score -1414003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1414004.125000 Penalty: 10685.758789
	Iteration 28Q: 3 clusters Score -1414004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1414009.125000 Penalty: 10685.758789
	Iteration 29Q: 3 clusters Score -1414009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1414012.125000 Penalty: 10685.758789
	Iteration 30Q: 3 clusters Score -1414012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1414014.500000 Penalty: 10685.758789
	Iteration 31Q: 3 clusters Score -1414014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1414017.500000 Penalty: 10685.758789
	Iteration 32Q: 3 clusters Score -1414018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1414019.125000 Penalty: 10685.758789
	Iteration 33Q: 3 clusters Score -1414019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1414018.125000 Penalty: 10685.758789
	Iteration 34Q: 3 clusters Score -1414018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1414019.500000 Penalty: 10685.758789
	Iteration 35Q: 3 clusters Score -1414020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1414020.875000 Penalty: 10685.758789
	Iteration 36Q: 3 clusters Score -1414021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1414022.500000 Penalty: 10685.758789
	Iteration 37Q: 3 clusters Score -1414022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1414020.625000 Penalty: 10685.758789
	Iteration 38Q: 3 clusters Score -1414021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1414020.625000 Penalty: 10685.758789
	Iteration 39F: 3 clusters Score -1414021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Entering Unmasked Estep 
Score: -8088838.000000 Penalty: 6441.809082
	Iteration 0F: 2 clusters Score -8088838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -8061610.500000 Penalty: 12883.618164
	Iteration 0F: 3 clusters Score -8061610 nChanged 15941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -8070342.000000 Penalty: 12883.618164
	Iteration 1F: 3 clusters Score -8070342 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -8071488.000000 Penalty: 12883.618164
	Iteration 2F: 3 clusters Score -8071488 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -8072541.000000 Penalty: 12883.618164
	Iteration 3F: 3 clusters Score -8072541 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -8073525.000000 Penalty: 12883.618164
	Iteration 4F: 3 clusters Score -8073525 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -8074639.000000 Penalty: 12883.618164
	Iteration 5F: 3 clusters Score -8074639 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -8075611.500000 Penalty: 12883.618164
	Iteration 6F: 3 clusters Score -8075612 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -8076741.500000 Penalty: 12883.618164
	Iteration 7Q: 3 clusters Score -8076742 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -8077772.000000 Penalty: 12883.618164
	Iteration 8Q: 3 clusters Score -8077772 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8078788.000000 Penalty: 12883.618164
	Iteration 9Q: 3 clusters Score -8078788 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -8079790.500000 Penalty: 12883.618164
	Iteration 10Q: 3 clusters Score -8079790 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -8080552.000000 Penalty: 12883.618164
	Iteration 11Q: 3 clusters Score -8080552 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -8081082.000000 Penalty: 12883.618164
	Iteration 12Q: 3 clusters Score -8081082 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -8081412.500000 Penalty: 12883.618164
	Iteration 13Q: 3 clusters Score -8081412 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -8081691.000000 Penalty: 12883.618164
	Iteration 14Q: 3 clusters Score -8081691 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -8081886.000000 Penalty: 12883.618164
	Iteration 15Q: 3 clusters Score -8081886 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -8081987.500000 Penalty: 12883.618164
	Iteration 16Q: 3 clusters Score -8081988 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8082067.500000 Penalty: 12883.618164
	Iteration 17Q: 3 clusters Score -8082068 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -8082126.000000 Penalty: 12883.618164
	Iteration 18Q: 3 clusters Score -8082126 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -8082205.500000 Penalty: 12883.618164
	Iteration 19Q: 3 clusters Score -8082206 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -8082250.500000 Penalty: 12883.618164
	Iteration 20F: 3 clusters Score -8082250 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -8082301.500000 Penalty: 12883.618164
	Iteration 21Q: 3 clusters Score -8082302 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -8082354.000000 Penalty: 12883.618164
	Iteration 22Q: 3 clusters Score -8082354 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -8082399.500000 Penalty: 12883.618164
	Iteration 23Q: 3 clusters Score -8082400 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -8082440.500000 Penalty: 12883.618164
	Iteration 24Q: 3 clusters Score -8082440 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -8082495.500000 Penalty: 12883.618164
	Iteration 25Q: 3 clusters Score -8082496 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -8082575.500000 Penalty: 12883.618164
	Iteration 26Q: 3 clusters Score -8082576 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -8082619.000000 Penalty: 12883.618164
	Iteration 27Q: 3 clusters Score -8082619 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -8082678.000000 Penalty: 12883.618164
	Iteration 28Q: 3 clusters Score -8082678 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -8082756.500000 Penalty: 12883.618164
	Iteration 29Q: 3 clusters Score -8082756 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -8082811.000000 Penalty: 12883.618164
	Iteration 30Q: 3 clusters Score -8082811 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -8082853.000000 Penalty: 12883.618164
	Iteration 31Q: 3 clusters Score -8082853 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -8082930.000000 Penalty: 12883.618164
	Iteration 32Q: 3 clusters Score -8082930 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -8083024.000000 Penalty: 12883.618164
	Iteration 33Q: 3 clusters Score -8083024 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -8083107.500000 Penalty: 12883.618164
	Iteration 34Q: 3 clusters Score -8083108 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -8083132.500000 Penalty: 12883.618164
	Iteration 35Q: 3 clusters Score -8083132 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -8083207.500000 Penalty: 12883.618164
	Iteration 36Q: 3 clusters Score -8083208 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -8083275.500000 Penalty: 12883.618164
	Iteration 37Q: 3 clusters Score -8083276 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -8083343.000000 Penalty: 12883.618164
	Iteration 38Q: 3 clusters Score -8083343 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -8083408.500000 Penalty: 12883.618164
	Iteration 39Q: 3 clusters Score -8083408 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -8083525.500000 Penalty: 12883.618164
	Iteration 40F: 3 clusters Score -8083526 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -8083613.000000 Penalty: 12883.618164
	Iteration 41Q: 3 clusters Score -8083613 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -8083775.000000 Penalty: 12883.618164
	Iteration 42Q: 3 clusters Score -8083775 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -8083919.000000 Penalty: 12883.618164
	Iteration 43Q: 3 clusters Score -8083919 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -8084072.000000 Penalty: 12883.618164
	Iteration 44Q: 3 clusters Score -8084072 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -8084241.500000 Penalty: 12883.618164
	Iteration 45Q: 3 clusters Score -8084242 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -8084340.500000 Penalty: 12883.618164
	Iteration 46Q: 3 clusters Score -8084340 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -8084480.500000 Penalty: 12883.618164
	Iteration 47Q: 3 clusters Score -8084480 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -8084589.500000 Penalty: 12883.618164
	Iteration 48Q: 3 clusters Score -8084590 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -8084681.000000 Penalty: 12883.618164
	Iteration 49Q: 3 clusters Score -8084681 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -8084779.000000 Penalty: 12883.618164
	Iteration 50Q: 3 clusters Score -8084779 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -8084846.000000 Penalty: 12883.618164
	Iteration 51Q: 3 clusters Score -8084846 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -8084874.500000 Penalty: 12883.618164
	Iteration 52Q: 3 clusters Score -8084874 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -8084957.000000 Penalty: 12883.618164
	Iteration 53Q: 3 clusters Score -8084957 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -8084990.000000 Penalty: 12883.618164
	Iteration 54Q: 3 clusters Score -8084990 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -8085051.000000 Penalty: 12883.618164
	Iteration 55Q: 3 clusters Score -8085051 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -8085104.000000 Penalty: 12883.618164
	Iteration 56Q: 3 clusters Score -8085104 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -8085120.500000 Penalty: 12883.618164
	Iteration 57Q: 3 clusters Score -8085120 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -8085148.000000 Penalty: 12883.618164
	Iteration 58Q: 3 clusters Score -8085148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -8085162.500000 Penalty: 12883.618164
	Iteration 59Q: 3 clusters Score -8085162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -8085184.500000 Penalty: 12883.618164
	Iteration 60F: 3 clusters Score -8085184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -8085206.000000 Penalty: 12883.618164
	Iteration 61Q: 3 clusters Score -8085206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -8085240.500000 Penalty: 12883.618164
	Iteration 62Q: 3 clusters Score -8085240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -8085254.500000 Penalty: 12883.618164
	Iteration 63Q: 3 clusters Score -8085254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -8085286.000000 Penalty: 12883.618164
	Iteration 64Q: 3 clusters Score -8085286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -8085321.500000 Penalty: 12883.618164
	Iteration 65Q: 3 clusters Score -8085322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -8085320.500000 Penalty: 12883.618164
	Iteration 66Q: 3 clusters Score -8085320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -8085339.500000 Penalty: 12883.618164
	Iteration 67Q: 3 clusters Score -8085340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -8085342.500000 Penalty: 12883.618164
	Iteration 68Q: 3 clusters Score -8085342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -8085355.500000 Penalty: 12883.618164
	Iteration 69Q: 3 clusters Score -8085356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -8085363.500000 Penalty: 12883.618164
	Iteration 70Q: 3 clusters Score -8085364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -8085379.500000 Penalty: 12883.618164
	Iteration 71Q: 3 clusters Score -8085380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -8085385.500000 Penalty: 12883.618164
	Iteration 72Q: 3 clusters Score -8085386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -8085383.500000 Penalty: 12883.618164
	Iteration 73Q: 3 clusters Score -8085384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -8085408.000000 Penalty: 12883.618164
	Iteration 74Q: 3 clusters Score -8085408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -8085397.500000 Penalty: 12883.618164
	Iteration 75Q: 3 clusters Score -8085398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -8085407.500000 Penalty: 12883.618164
	Iteration 76Q: 3 clusters Score -8085408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -8085417.500000 Penalty: 12883.618164
	Iteration 77Q: 3 clusters Score -8085418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -8085414.000000 Penalty: 12883.618164
	Iteration 78Q: 3 clusters Score -8085414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -8085410.500000 Penalty: 12883.618164
	Iteration 79Q: 3 clusters Score -8085410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -8085413.000000 Penalty: 12883.618164
	Iteration 80F: 3 clusters Score -8085413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -8085405.000000 Penalty: 12883.618164
	Iteration 81Q: 3 clusters Score -8085405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -8085403.000000 Penalty: 12883.618164
	Iteration 82Q: 3 clusters Score -8085403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -8085398.500000 Penalty: 12883.618164
	Iteration 83Q: 3 clusters Score -8085398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -8085409.000000 Penalty: 12883.618164
	Iteration 84Q: 3 clusters Score -8085409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -8085406.000000 Penalty: 12883.618164
	Iteration 85Q: 3 clusters Score -8085406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -8085413.000000 Penalty: 12883.618164
	Iteration 86Q: 3 clusters Score -8085413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -8085402.500000 Penalty: 12883.618164
	Iteration 87Q: 3 clusters Score -8085402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -8085416.500000 Penalty: 12883.618164
	Iteration 88Q: 3 clusters Score -8085416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -8085408.500000 Penalty: 12883.618164
	Iteration 89Q: 3 clusters Score -8085408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -8085411.500000 Penalty: 12883.618164
	Iteration 90Q: 3 clusters Score -8085412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -8085411.500000 Penalty: 12883.618164
	Iteration 91F: 3 clusters Score -8085412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (123715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123715 members 
Entering Unmasked Estep 
Score: -28533550.000000 Penalty: 7182.013184
	Iteration 0F: 2 clusters Score -2.853355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -28452008.000000 Penalty: 14364.026367
	Iteration 0F: 3 clusters Score -2.845201e+07 nChanged 57024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -28484092.000000 Penalty: 14364.026367
	Iteration 1F: 3 clusters Score -2.848409e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -28485506.000000 Penalty: 14364.026367
	Iteration 2Q: 3 clusters Score -2.848551e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -28487154.000000 Penalty: 14364.026367
	Iteration 3Q: 3 clusters Score -2.848715e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -28489130.000000 Penalty: 14364.026367
	Iteration 4Q: 3 clusters Score -2.848913e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -28491842.000000 Penalty: 14364.026367
	Iteration 5Q: 3 clusters Score -2.849184e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -28495604.000000 Penalty: 14364.026367
	Iteration 6F: 3 clusters Score -2.84956e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -28500524.000000 Penalty: 14364.026367
	Iteration 7F: 3 clusters Score -2.850052e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -28507028.000000 Penalty: 14364.026367
	Iteration 8F: 3 clusters Score -2.850703e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -28513422.000000 Penalty: 14364.026367
	Iteration 9F: 3 clusters Score -2.851342e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108307 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -28518806.000000 Penalty: 14364.026367
	Iteration 10F: 3 clusters Score -2.851881e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -28522944.000000 Penalty: 14364.026367
	Iteration 11Q: 3 clusters Score -2.852294e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -28525280.000000 Penalty: 14364.026367
	Iteration 12Q: 3 clusters Score -2.852528e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118054 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -28526526.000000 Penalty: 14364.026367
	Iteration 13Q: 3 clusters Score -2.852653e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119089 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -28527250.000000 Penalty: 14364.026367
	Iteration 14Q: 3 clusters Score -2.852725e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -28527500.000000 Penalty: 14364.026367
	Iteration 15Q: 3 clusters Score -2.85275e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120061 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -28527786.000000 Penalty: 14364.026367
	Iteration 16Q: 3 clusters Score -2.852779e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120314 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -28527904.000000 Penalty: 14364.026367
	Iteration 17Q: 3 clusters Score -2.85279e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120518 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -28528000.000000 Penalty: 14364.026367
	Iteration 18Q: 3 clusters Score -2.8528e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120647 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -28528106.000000 Penalty: 14364.026367
	Iteration 19Q: 3 clusters Score -2.852811e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120756 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -28528182.000000 Penalty: 14364.026367
	Iteration 20F: 3 clusters Score -2.852818e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -28528254.000000 Penalty: 14364.026367
	Iteration 21Q: 3 clusters Score -2.852825e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120920 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -28528332.000000 Penalty: 14364.026367
	Iteration 22Q: 3 clusters Score -2.852833e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120965 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -28528382.000000 Penalty: 14364.026367
	Iteration 23Q: 3 clusters Score -2.852838e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121003 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -28528370.000000 Penalty: 14364.026367
	Iteration 24Q: 3 clusters Score -2.852837e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121032 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -28528400.000000 Penalty: 14364.026367
	Iteration 25Q: 3 clusters Score -2.85284e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121062 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -28528408.000000 Penalty: 14364.026367
	Iteration 26Q: 3 clusters Score -2.852841e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -28528414.000000 Penalty: 14364.026367
	Iteration 27Q: 3 clusters Score -2.852841e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121095 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -28528384.000000 Penalty: 14364.026367
	Iteration 28Q: 3 clusters Score -2.852838e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -28528466.000000 Penalty: 14364.026367
	Iteration 29Q: 3 clusters Score -2.852847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121105 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -28528468.000000 Penalty: 14364.026367
	Iteration 30Q: 3 clusters Score -2.852847e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -28528438.000000 Penalty: 14364.026367
	Iteration 31Q: 3 clusters Score -2.852844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121132 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -28528466.000000 Penalty: 14364.026367
	Iteration 32Q: 3 clusters Score -2.852847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -28528474.000000 Penalty: 14364.026367
	Iteration 33Q: 3 clusters Score -2.852847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121147 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -28528492.000000 Penalty: 14364.026367
	Iteration 34Q: 3 clusters Score -2.852849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -28528504.000000 Penalty: 14364.026367
	Iteration 35Q: 3 clusters Score -2.85285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121161 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -28528502.000000 Penalty: 14364.026367
	Iteration 36Q: 3 clusters Score -2.85285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121165 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -28528514.000000 Penalty: 14364.026367
	Iteration 37Q: 3 clusters Score -2.852851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121165 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -28528528.000000 Penalty: 14364.026367
	Iteration 38Q: 3 clusters Score -2.852853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121170 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -28528540.000000 Penalty: 14364.026367
	Iteration 39Q: 3 clusters Score -2.852854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -28528528.000000 Penalty: 14364.026367
	Iteration 40F: 3 clusters Score -2.852853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -28528518.000000 Penalty: 14364.026367
	Iteration 41Q: 3 clusters Score -2.852852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121178 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -28528518.000000 Penalty: 14364.026367
	Iteration 42Q: 3 clusters Score -2.852852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121180 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -28528516.000000 Penalty: 14364.026367
	Iteration 43Q: 3 clusters Score -2.852852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121178 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -28528516.000000 Penalty: 14364.026367
	Iteration 44Q: 3 clusters Score -2.852852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121181 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -28528502.000000 Penalty: 14364.026367
	Iteration 45Q: 3 clusters Score -2.85285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121182 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -28528518.000000 Penalty: 14364.026367
	Iteration 46Q: 3 clusters Score -2.852852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121182 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -28528518.000000 Penalty: 14364.026367
	Iteration 47F: 3 clusters Score -2.852852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Entering Unmasked Estep 
Score: -10379148.000000 Penalty: 6570.156250
	Iteration 0F: 2 clusters Score -1.037915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -10346286.000000 Penalty: 13140.312500
	Iteration 0F: 3 clusters Score -1.034629e+07 nChanged 20017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -10356916.000000 Penalty: 13140.312500
	Iteration 1F: 3 clusters Score -1.035692e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -10357872.000000 Penalty: 13140.312500
	Iteration 2F: 3 clusters Score -1.035787e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -10358728.000000 Penalty: 13140.312500
	Iteration 3Q: 3 clusters Score -1.035873e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -10359656.000000 Penalty: 13140.312500
	Iteration 4Q: 3 clusters Score -1.035966e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -10360543.000000 Penalty: 13140.312500
	Iteration 5Q: 3 clusters Score -1.036054e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -10361708.000000 Penalty: 13140.312500
	Iteration 6Q: 3 clusters Score -1.036171e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -10363121.000000 Penalty: 13140.312500
	Iteration 7Q: 3 clusters Score -1.036312e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -10364734.000000 Penalty: 13140.312500
	Iteration 8F: 3 clusters Score -1.036473e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -10366557.000000 Penalty: 13140.312500
	Iteration 9F: 3 clusters Score -1.036656e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -10368420.000000 Penalty: 13140.312500
	Iteration 10F: 3 clusters Score -1.036842e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -10370271.000000 Penalty: 13140.312500
	Iteration 11Q: 3 clusters Score -1.037027e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -10371915.000000 Penalty: 13140.312500
	Iteration 12Q: 3 clusters Score -1.037192e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -10373130.000000 Penalty: 13140.312500
	Iteration 13Q: 3 clusters Score -1.037313e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -10373970.000000 Penalty: 13140.312500
	Iteration 14Q: 3 clusters Score -1.037397e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -10374385.000000 Penalty: 13140.312500
	Iteration 15Q: 3 clusters Score -1.037438e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -10374580.000000 Penalty: 13140.312500
	Iteration 16Q: 3 clusters Score -1.037458e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -10374658.000000 Penalty: 13140.312500
	Iteration 17Q: 3 clusters Score -1.037466e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -10374687.000000 Penalty: 13140.312500
	Iteration 18Q: 3 clusters Score -1.037469e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -10374722.000000 Penalty: 13140.312500
	Iteration 19Q: 3 clusters Score -1.037472e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -10374741.000000 Penalty: 13140.312500
	Iteration 20F: 3 clusters Score -1.037474e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -10374775.000000 Penalty: 13140.312500
	Iteration 21Q: 3 clusters Score -1.037478e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -10374784.000000 Penalty: 13140.312500
	Iteration 22Q: 3 clusters Score -1.037478e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -10374792.000000 Penalty: 13140.312500
	Iteration 23Q: 3 clusters Score -1.037479e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -10374777.000000 Penalty: 13140.312500
	Iteration 24Q: 3 clusters Score -1.037478e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -10374795.000000 Penalty: 13140.312500
	Iteration 25Q: 3 clusters Score -1.03748e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -10374807.000000 Penalty: 13140.312500
	Iteration 26Q: 3 clusters Score -1.037481e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -10374820.000000 Penalty: 13140.312500
	Iteration 27Q: 3 clusters Score -1.037482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -10374846.000000 Penalty: 13140.312500
	Iteration 28Q: 3 clusters Score -1.037485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -10374844.000000 Penalty: 13140.312500
	Iteration 29Q: 3 clusters Score -1.037484e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -10374858.000000 Penalty: 13140.312500
	Iteration 30Q: 3 clusters Score -1.037486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -10374859.000000 Penalty: 13140.312500
	Iteration 31Q: 3 clusters Score -1.037486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -10374872.000000 Penalty: 13140.312500
	Iteration 32Q: 3 clusters Score -1.037487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -10374858.000000 Penalty: 13140.312500
	Iteration 33Q: 3 clusters Score -1.037486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -10374858.000000 Penalty: 13140.312500
	Iteration 34Q: 3 clusters Score -1.037486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -10374860.000000 Penalty: 13140.312500
	Iteration 35Q: 3 clusters Score -1.037486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -10374863.000000 Penalty: 13140.312500
	Iteration 36Q: 3 clusters Score -1.037486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -10374864.000000 Penalty: 13140.312500
	Iteration 37Q: 3 clusters Score -1.037486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -10374863.000000 Penalty: 13140.312500
	Iteration 38Q: 3 clusters Score -1.037486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -10374879.000000 Penalty: 13140.312500
	Iteration 39Q: 3 clusters Score -1.037488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -10374881.000000 Penalty: 13140.312500
	Iteration 40F: 3 clusters Score -1.037488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Entering Unmasked Estep 
Score: -2918850.500000 Penalty: 5809.896484
	Iteration 0F: 2 clusters Score -2918850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2906673.250000 Penalty: 11619.792969
	Iteration 0F: 3 clusters Score -2906673 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2909462.750000 Penalty: 11619.792969
	Iteration 1F: 3 clusters Score -2909463 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2909929.000000 Penalty: 11619.792969
	Iteration 2F: 3 clusters Score -2909929 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2910249.750000 Penalty: 11619.792969
	Iteration 3Q: 3 clusters Score -2910250 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2910465.000000 Penalty: 11619.792969
	Iteration 4Q: 3 clusters Score -2910465 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2910616.750000 Penalty: 11619.792969
	Iteration 5Q: 3 clusters Score -2910617 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2910747.750000 Penalty: 11619.792969
	Iteration 6Q: 3 clusters Score -2910748 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2910862.250000 Penalty: 11619.792969
	Iteration 7Q: 3 clusters Score -2910862 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2910956.000000 Penalty: 11619.792969
	Iteration 8Q: 3 clusters Score -2910956 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2911044.500000 Penalty: 11619.792969
	Iteration 9Q: 3 clusters Score -2911044 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2911115.500000 Penalty: 11619.792969
	Iteration 10Q: 3 clusters Score -2911116 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2911168.500000 Penalty: 11619.792969
	Iteration 11Q: 3 clusters Score -2911168 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2911249.500000 Penalty: 11619.792969
	Iteration 12Q: 3 clusters Score -2911250 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2911315.000000 Penalty: 11619.792969
	Iteration 13Q: 3 clusters Score -2911315 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2911398.750000 Penalty: 11619.792969
	Iteration 14Q: 3 clusters Score -2911399 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2911468.500000 Penalty: 11619.792969
	Iteration 15Q: 3 clusters Score -2911468 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2911572.000000 Penalty: 11619.792969
	Iteration 16Q: 3 clusters Score -2911572 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2911691.000000 Penalty: 11619.792969
	Iteration 17Q: 3 clusters Score -2911691 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2911854.000000 Penalty: 11619.792969
	Iteration 18Q: 3 clusters Score -2911854 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2911990.500000 Penalty: 11619.792969
	Iteration 19Q: 3 clusters Score -2911990 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2912163.500000 Penalty: 11619.792969
	Iteration 20F: 3 clusters Score -2912164 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2912345.250000 Penalty: 11619.792969
	Iteration 21Q: 3 clusters Score -2912345 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2912565.750000 Penalty: 11619.792969
	Iteration 22Q: 3 clusters Score -2912566 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2912808.500000 Penalty: 11619.792969
	Iteration 23Q: 3 clusters Score -2912808 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2913086.750000 Penalty: 11619.792969
	Iteration 24Q: 3 clusters Score -2913087 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2913386.250000 Penalty: 11619.792969
	Iteration 25Q: 3 clusters Score -2913386 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2913644.250000 Penalty: 11619.792969
	Iteration 26Q: 3 clusters Score -2913644 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2913857.500000 Penalty: 11619.792969
	Iteration 27Q: 3 clusters Score -2913858 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2913996.750000 Penalty: 11619.792969
	Iteration 28Q: 3 clusters Score -2913997 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2914098.250000 Penalty: 11619.792969
	Iteration 29Q: 3 clusters Score -2914098 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2914173.000000 Penalty: 11619.792969
	Iteration 30Q: 3 clusters Score -2914173 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2914207.750000 Penalty: 11619.792969
	Iteration 31Q: 3 clusters Score -2914208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2914259.250000 Penalty: 11619.792969
	Iteration 32Q: 3 clusters Score -2914259 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2914284.500000 Penalty: 11619.792969
	Iteration 33Q: 3 clusters Score -2914284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2914308.250000 Penalty: 11619.792969
	Iteration 34Q: 3 clusters Score -2914308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2914328.250000 Penalty: 11619.792969
	Iteration 35Q: 3 clusters Score -2914328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2914360.000000 Penalty: 11619.792969
	Iteration 36Q: 3 clusters Score -2914360 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2914385.750000 Penalty: 11619.792969
	Iteration 37Q: 3 clusters Score -2914386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2914404.000000 Penalty: 11619.792969
	Iteration 38Q: 3 clusters Score -2914404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2914431.000000 Penalty: 11619.792969
	Iteration 39Q: 3 clusters Score -2914431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2914449.000000 Penalty: 11619.792969
	Iteration 40F: 3 clusters Score -2914449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2914459.750000 Penalty: 11619.792969
	Iteration 41Q: 3 clusters Score -2914460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2914479.250000 Penalty: 11619.792969
	Iteration 42Q: 3 clusters Score -2914479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2914501.750000 Penalty: 11619.792969
	Iteration 43Q: 3 clusters Score -2914502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2914510.500000 Penalty: 11619.792969
	Iteration 44Q: 3 clusters Score -2914510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2914525.500000 Penalty: 11619.792969
	Iteration 45Q: 3 clusters Score -2914526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2914541.500000 Penalty: 11619.792969
	Iteration 46Q: 3 clusters Score -2914542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2914556.250000 Penalty: 11619.792969
	Iteration 47Q: 3 clusters Score -2914556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2914565.750000 Penalty: 11619.792969
	Iteration 48Q: 3 clusters Score -2914566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2914574.500000 Penalty: 11619.792969
	Iteration 49Q: 3 clusters Score -2914574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2914590.500000 Penalty: 11619.792969
	Iteration 50Q: 3 clusters Score -2914590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2914597.750000 Penalty: 11619.792969
	Iteration 51Q: 3 clusters Score -2914598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2914612.250000 Penalty: 11619.792969
	Iteration 52Q: 3 clusters Score -2914612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2914614.250000 Penalty: 11619.792969
	Iteration 53Q: 3 clusters Score -2914614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2914633.750000 Penalty: 11619.792969
	Iteration 54Q: 3 clusters Score -2914634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2914637.250000 Penalty: 11619.792969
	Iteration 55Q: 3 clusters Score -2914637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2914635.250000 Penalty: 11619.792969
	Iteration 56Q: 3 clusters Score -2914635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2914641.000000 Penalty: 11619.792969
	Iteration 57Q: 3 clusters Score -2914641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2914644.500000 Penalty: 11619.792969
	Iteration 58Q: 3 clusters Score -2914644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2914643.500000 Penalty: 11619.792969
	Iteration 59Q: 3 clusters Score -2914644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2914643.750000 Penalty: 11619.792969
	Iteration 60F: 3 clusters Score -2914644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2914644.250000 Penalty: 11619.792969
	Iteration 61Q: 3 clusters Score -2914644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2914643.750000 Penalty: 11619.792969
	Iteration 62Q: 3 clusters Score -2914644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2914646.000000 Penalty: 11619.792969
	Iteration 63Q: 3 clusters Score -2914646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2914646.500000 Penalty: 11619.792969
	Iteration 64Q: 3 clusters Score -2914646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2914649.750000 Penalty: 11619.792969
	Iteration 65Q: 3 clusters Score -2914650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2914652.750000 Penalty: 11619.792969
	Iteration 66Q: 3 clusters Score -2914653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2914654.250000 Penalty: 11619.792969
	Iteration 67Q: 3 clusters Score -2914654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2914657.250000 Penalty: 11619.792969
	Iteration 68Q: 3 clusters Score -2914657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2914655.000000 Penalty: 11619.792969
	Iteration 69Q: 3 clusters Score -2914655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2914664.000000 Penalty: 11619.792969
	Iteration 70Q: 3 clusters Score -2914664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2914661.250000 Penalty: 11619.792969
	Iteration 71Q: 3 clusters Score -2914661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2914659.750000 Penalty: 11619.792969
	Iteration 72Q: 3 clusters Score -2914660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2914660.750000 Penalty: 11619.792969
	Iteration 73Q: 3 clusters Score -2914661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2914661.000000 Penalty: 11619.792969
	Iteration 74Q: 3 clusters Score -2914661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2914658.750000 Penalty: 11619.792969
	Iteration 75Q: 3 clusters Score -2914659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2914665.250000 Penalty: 11619.792969
	Iteration 76Q: 3 clusters Score -2914665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2914666.000000 Penalty: 11619.792969
	Iteration 77Q: 3 clusters Score -2914666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2914659.750000 Penalty: 11619.792969
	Iteration 78Q: 3 clusters Score -2914660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2914658.000000 Penalty: 11619.792969
	Iteration 79Q: 3 clusters Score -2914658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2914663.250000 Penalty: 11619.792969
	Iteration 80F: 3 clusters Score -2914663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2914666.750000 Penalty: 11619.792969
	Iteration 81Q: 3 clusters Score -2914667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2914663.250000 Penalty: 11619.792969
	Iteration 82Q: 3 clusters Score -2914663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2914661.750000 Penalty: 11619.792969
	Iteration 83Q: 3 clusters Score -2914662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2914665.250000 Penalty: 11619.792969
	Iteration 84Q: 3 clusters Score -2914665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2914664.250000 Penalty: 11619.792969
	Iteration 85Q: 3 clusters Score -2914664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2914666.250000 Penalty: 11619.792969
	Iteration 86Q: 3 clusters Score -2914666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2914668.750000 Penalty: 11619.792969
	Iteration 87Q: 3 clusters Score -2914669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2914668.500000 Penalty: 11619.792969
	Iteration 88Q: 3 clusters Score -2914668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2914668.500000 Penalty: 11619.792969
	Iteration 89F: 3 clusters Score -2914668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Entering Unmasked Estep 
Score: -3073709.500000 Penalty: 5848.078125
	Iteration 0F: 2 clusters Score -3073710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3061003.250000 Penalty: 11696.156250
	Iteration 0F: 3 clusters Score -3061003 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3063957.000000 Penalty: 11696.156250
	Iteration 1F: 3 clusters Score -3063957 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3064462.000000 Penalty: 11696.156250
	Iteration 2F: 3 clusters Score -3064462 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3064832.500000 Penalty: 11696.156250
	Iteration 3Q: 3 clusters Score -3064832 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3065107.750000 Penalty: 11696.156250
	Iteration 4Q: 3 clusters Score -3065108 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3065310.000000 Penalty: 11696.156250
	Iteration 5Q: 3 clusters Score -3065310 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -3065494.500000 Penalty: 11696.156250
	Iteration 6Q: 3 clusters Score -3065494 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3065683.000000 Penalty: 11696.156250
	Iteration 7Q: 3 clusters Score -3065683 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3065872.250000 Penalty: 11696.156250
	Iteration 8Q: 3 clusters Score -3065872 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3066054.500000 Penalty: 11696.156250
	Iteration 9Q: 3 clusters Score -3066054 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3066274.000000 Penalty: 11696.156250
	Iteration 10Q: 3 clusters Score -3066274 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3066527.000000 Penalty: 11696.156250
	Iteration 11Q: 3 clusters Score -3066527 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3066835.250000 Penalty: 11696.156250
	Iteration 12Q: 3 clusters Score -3066835 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3067204.250000 Penalty: 11696.156250
	Iteration 13Q: 3 clusters Score -3067204 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3067555.750000 Penalty: 11696.156250
	Iteration 14Q: 3 clusters Score -3067556 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3067922.250000 Penalty: 11696.156250
	Iteration 15Q: 3 clusters Score -3067922 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3068328.750000 Penalty: 11696.156250
	Iteration 16Q: 3 clusters Score -3068329 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3068688.000000 Penalty: 11696.156250
	Iteration 17Q: 3 clusters Score -3068688 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3068993.750000 Penalty: 11696.156250
	Iteration 18Q: 3 clusters Score -3068994 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3069296.000000 Penalty: 11696.156250
	Iteration 19Q: 3 clusters Score -3069296 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3069520.250000 Penalty: 11696.156250
	Iteration 20F: 3 clusters Score -3069520 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3069675.750000 Penalty: 11696.156250
	Iteration 21Q: 3 clusters Score -3069676 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3069806.750000 Penalty: 11696.156250
	Iteration 22Q: 3 clusters Score -3069807 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3069898.000000 Penalty: 11696.156250
	Iteration 23Q: 3 clusters Score -3069898 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3069941.500000 Penalty: 11696.156250
	Iteration 24Q: 3 clusters Score -3069942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3069983.000000 Penalty: 11696.156250
	Iteration 25Q: 3 clusters Score -3069983 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3070019.000000 Penalty: 11696.156250
	Iteration 26Q: 3 clusters Score -3070019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3070059.500000 Penalty: 11696.156250
	Iteration 27Q: 3 clusters Score -3070060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3070082.250000 Penalty: 11696.156250
	Iteration 28Q: 3 clusters Score -3070082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3070087.250000 Penalty: 11696.156250
	Iteration 29Q: 3 clusters Score -3070087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3070111.000000 Penalty: 11696.156250
	Iteration 30Q: 3 clusters Score -3070111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3070137.000000 Penalty: 11696.156250
	Iteration 31Q: 3 clusters Score -3070137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3070152.500000 Penalty: 11696.156250
	Iteration 32Q: 3 clusters Score -3070152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3070161.250000 Penalty: 11696.156250
	Iteration 33Q: 3 clusters Score -3070161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3070168.000000 Penalty: 11696.156250
	Iteration 34Q: 3 clusters Score -3070168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3070176.500000 Penalty: 11696.156250
	Iteration 35Q: 3 clusters Score -3070176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3070176.000000 Penalty: 11696.156250
	Iteration 36Q: 3 clusters Score -3070176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3070185.250000 Penalty: 11696.156250
	Iteration 37Q: 3 clusters Score -3070185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3070193.250000 Penalty: 11696.156250
	Iteration 38Q: 3 clusters Score -3070193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3070197.000000 Penalty: 11696.156250
	Iteration 39Q: 3 clusters Score -3070197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3070198.500000 Penalty: 11696.156250
	Iteration 40F: 3 clusters Score -3070198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3070201.500000 Penalty: 11696.156250
	Iteration 41Q: 3 clusters Score -3070202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3070204.000000 Penalty: 11696.156250
	Iteration 42Q: 3 clusters Score -3070204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3070204.750000 Penalty: 11696.156250
	Iteration 43Q: 3 clusters Score -3070205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3070208.000000 Penalty: 11696.156250
	Iteration 44Q: 3 clusters Score -3070208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3070205.250000 Penalty: 11696.156250
	Iteration 45Q: 3 clusters Score -3070205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3070209.500000 Penalty: 11696.156250
	Iteration 46Q: 3 clusters Score -3070210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3070212.750000 Penalty: 11696.156250
	Iteration 47Q: 3 clusters Score -3070213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3070210.500000 Penalty: 11696.156250
	Iteration 48Q: 3 clusters Score -3070210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3070209.000000 Penalty: 11696.156250
	Iteration 49Q: 3 clusters Score -3070209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3070213.500000 Penalty: 11696.156250
	Iteration 50Q: 3 clusters Score -3070214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3070219.250000 Penalty: 11696.156250
	Iteration 51Q: 3 clusters Score -3070219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3070223.000000 Penalty: 11696.156250
	Iteration 52Q: 3 clusters Score -3070223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3070226.500000 Penalty: 11696.156250
	Iteration 53Q: 3 clusters Score -3070226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3070225.250000 Penalty: 11696.156250
	Iteration 54Q: 3 clusters Score -3070225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3070221.000000 Penalty: 11696.156250
	Iteration 55Q: 3 clusters Score -3070221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3070223.250000 Penalty: 11696.156250
	Iteration 56Q: 3 clusters Score -3070223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3070224.000000 Penalty: 11696.156250
	Iteration 57Q: 3 clusters Score -3070224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3070227.750000 Penalty: 11696.156250
	Iteration 58Q: 3 clusters Score -3070228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3070228.500000 Penalty: 11696.156250
	Iteration 59Q: 3 clusters Score -3070228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3070233.750000 Penalty: 11696.156250
	Iteration 60F: 3 clusters Score -3070234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3070234.000000 Penalty: 11696.156250
	Iteration 61Q: 3 clusters Score -3070234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3070234.000000 Penalty: 11696.156250
	Iteration 62F: 3 clusters Score -3070234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Entering Unmasked Estep 
Score: -3561634.250000 Penalty: 5924.136719
	Iteration 0F: 2 clusters Score -3561634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3547773.500000 Penalty: 11848.273438
	Iteration 0F: 3 clusters Score -3547774 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3551165.250000 Penalty: 11848.273438
	Iteration 1F: 3 clusters Score -3551165 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3551855.500000 Penalty: 11848.273438
	Iteration 2F: 3 clusters Score -3551856 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3552497.500000 Penalty: 11848.273438
	Iteration 3F: 3 clusters Score -3552498 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3553186.000000 Penalty: 11848.273438
	Iteration 4F: 3 clusters Score -3553186 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3553852.000000 Penalty: 11848.273438
	Iteration 5F: 3 clusters Score -3553852 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3554515.500000 Penalty: 11848.273438
	Iteration 6F: 3 clusters Score -3554516 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3555137.500000 Penalty: 11848.273438
	Iteration 7F: 3 clusters Score -3555138 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3555778.750000 Penalty: 11848.273438
	Iteration 8F: 3 clusters Score -3555779 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3556385.250000 Penalty: 11848.273438
	Iteration 9Q: 3 clusters Score -3556385 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3556897.000000 Penalty: 11848.273438
	Iteration 10Q: 3 clusters Score -3556897 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3557286.250000 Penalty: 11848.273438
	Iteration 11Q: 3 clusters Score -3557286 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3557566.000000 Penalty: 11848.273438
	Iteration 12Q: 3 clusters Score -3557566 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3557788.000000 Penalty: 11848.273438
	Iteration 13Q: 3 clusters Score -3557788 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3557940.250000 Penalty: 11848.273438
	Iteration 14Q: 3 clusters Score -3557940 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3558070.000000 Penalty: 11848.273438
	Iteration 15Q: 3 clusters Score -3558070 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3558155.500000 Penalty: 11848.273438
	Iteration 16Q: 3 clusters Score -3558156 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3558214.000000 Penalty: 11848.273438
	Iteration 17Q: 3 clusters Score -3558214 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3558250.500000 Penalty: 11848.273438
	Iteration 18Q: 3 clusters Score -3558250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3558300.250000 Penalty: 11848.273438
	Iteration 19Q: 3 clusters Score -3558300 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3558331.250000 Penalty: 11848.273438
	Iteration 20F: 3 clusters Score -3558331 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3558369.000000 Penalty: 11848.273438
	Iteration 21Q: 3 clusters Score -3558369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3558395.000000 Penalty: 11848.273438
	Iteration 22Q: 3 clusters Score -3558395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3558399.750000 Penalty: 11848.273438
	Iteration 23Q: 3 clusters Score -3558400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3558423.250000 Penalty: 11848.273438
	Iteration 24Q: 3 clusters Score -3558423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3558430.750000 Penalty: 11848.273438
	Iteration 25Q: 3 clusters Score -3558431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3558437.750000 Penalty: 11848.273438
	Iteration 26Q: 3 clusters Score -3558438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3558431.500000 Penalty: 11848.273438
	Iteration 27Q: 3 clusters Score -3558432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3558443.250000 Penalty: 11848.273438
	Iteration 28Q: 3 clusters Score -3558443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3558448.000000 Penalty: 11848.273438
	Iteration 29Q: 3 clusters Score -3558448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3558463.500000 Penalty: 11848.273438
	Iteration 30Q: 3 clusters Score -3558464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3558468.250000 Penalty: 11848.273438
	Iteration 31Q: 3 clusters Score -3558468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3558470.000000 Penalty: 11848.273438
	Iteration 32Q: 3 clusters Score -3558470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3558474.750000 Penalty: 11848.273438
	Iteration 33Q: 3 clusters Score -3558475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3558471.250000 Penalty: 11848.273438
	Iteration 34Q: 3 clusters Score -3558471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3558497.750000 Penalty: 11848.273438
	Iteration 35Q: 3 clusters Score -3558498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3558501.500000 Penalty: 11848.273438
	Iteration 36Q: 3 clusters Score -3558502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3558498.000000 Penalty: 11848.273438
	Iteration 37Q: 3 clusters Score -3558498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3558512.750000 Penalty: 11848.273438
	Iteration 38Q: 3 clusters Score -3558513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3558510.750000 Penalty: 11848.273438
	Iteration 39Q: 3 clusters Score -3558511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3558515.250000 Penalty: 11848.273438
	Iteration 40F: 3 clusters Score -3558515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3558527.000000 Penalty: 11848.273438
	Iteration 41Q: 3 clusters Score -3558527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3558526.000000 Penalty: 11848.273438
	Iteration 42Q: 3 clusters Score -3558526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3558533.500000 Penalty: 11848.273438
	Iteration 43Q: 3 clusters Score -3558534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3558529.500000 Penalty: 11848.273438
	Iteration 44Q: 3 clusters Score -3558530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3558529.500000 Penalty: 11848.273438
	Iteration 45Q: 3 clusters Score -3558530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3558540.000000 Penalty: 11848.273438
	Iteration 46Q: 3 clusters Score -3558540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3558543.750000 Penalty: 11848.273438
	Iteration 47Q: 3 clusters Score -3558544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3558547.250000 Penalty: 11848.273438
	Iteration 48Q: 3 clusters Score -3558547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3558549.750000 Penalty: 11848.273438
	Iteration 49Q: 3 clusters Score -3558550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3558544.000000 Penalty: 11848.273438
	Iteration 50Q: 3 clusters Score -3558544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3558542.750000 Penalty: 11848.273438
	Iteration 51Q: 3 clusters Score -3558543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3558549.500000 Penalty: 11848.273438
	Iteration 52Q: 3 clusters Score -3558550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3558543.750000 Penalty: 11848.273438
	Iteration 53Q: 3 clusters Score -3558544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3558545.250000 Penalty: 11848.273438
	Iteration 54Q: 3 clusters Score -3558545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3558539.750000 Penalty: 11848.273438
	Iteration 55Q: 3 clusters Score -3558540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3558543.000000 Penalty: 11848.273438
	Iteration 56Q: 3 clusters Score -3558543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3558543.000000 Penalty: 11848.273438
	Iteration 57F: 3 clusters Score -3558543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -2122887.750000 Penalty: 5595.960938
	Iteration 0F: 2 clusters Score -2122888 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 4679 members 
Entering Unmasked Estep 
Score: -2113023.500000 Penalty: 11191.921875
	Iteration 0F: 3 clusters Score -2113024 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2114981.750000 Penalty: 11191.921875
	Iteration 1F: 3 clusters Score -2114982 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2115402.500000 Penalty: 11191.921875
	Iteration 2F: 3 clusters Score -2115402 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2115650.250000 Penalty: 11191.921875
	Iteration 3Q: 3 clusters Score -2115650 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2115802.250000 Penalty: 11191.921875
	Iteration 4Q: 3 clusters Score -2115802 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2115912.000000 Penalty: 11191.921875
	Iteration 5Q: 3 clusters Score -2115912 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2115999.250000 Penalty: 11191.921875
	Iteration 6Q: 3 clusters Score -2115999 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2116064.000000 Penalty: 11191.921875
	Iteration 7Q: 3 clusters Score -2116064 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2116108.000000 Penalty: 11191.921875
	Iteration 8Q: 3 clusters Score -2116108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2116151.500000 Penalty: 11191.921875
	Iteration 9Q: 3 clusters Score -2116152 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2116174.750000 Penalty: 11191.921875
	Iteration 10Q: 3 clusters Score -2116175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2116205.000000 Penalty: 11191.921875
	Iteration 11Q: 3 clusters Score -2116205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2116234.000000 Penalty: 11191.921875
	Iteration 12Q: 3 clusters Score -2116234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2116250.750000 Penalty: 11191.921875
	Iteration 13Q: 3 clusters Score -2116251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2116266.250000 Penalty: 11191.921875
	Iteration 14Q: 3 clusters Score -2116266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2116281.500000 Penalty: 11191.921875
	Iteration 15Q: 3 clusters Score -2116282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2116291.750000 Penalty: 11191.921875
	Iteration 16Q: 3 clusters Score -2116292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2116310.750000 Penalty: 11191.921875
	Iteration 17Q: 3 clusters Score -2116311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2116315.250000 Penalty: 11191.921875
	Iteration 18Q: 3 clusters Score -2116315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2116327.750000 Penalty: 11191.921875
	Iteration 19Q: 3 clusters Score -2116328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2116347.000000 Penalty: 11191.921875
	Iteration 20F: 3 clusters Score -2116347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2116357.000000 Penalty: 11191.921875
	Iteration 21Q: 3 clusters Score -2116357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2116364.500000 Penalty: 11191.921875
	Iteration 22Q: 3 clusters Score -2116364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2116366.750000 Penalty: 11191.921875
	Iteration 23Q: 3 clusters Score -2116367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2116377.000000 Penalty: 11191.921875
	Iteration 24Q: 3 clusters Score -2116377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2116383.750000 Penalty: 11191.921875
	Iteration 25Q: 3 clusters Score -2116384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2116385.500000 Penalty: 11191.921875
	Iteration 26Q: 3 clusters Score -2116386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2116395.250000 Penalty: 11191.921875
	Iteration 27Q: 3 clusters Score -2116395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2116399.500000 Penalty: 11191.921875
	Iteration 28Q: 3 clusters Score -2116400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2116412.000000 Penalty: 11191.921875
	Iteration 29Q: 3 clusters Score -2116412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2116423.250000 Penalty: 11191.921875
	Iteration 30Q: 3 clusters Score -2116423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2116428.000000 Penalty: 11191.921875
	Iteration 31Q: 3 clusters Score -2116428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2116439.000000 Penalty: 11191.921875
	Iteration 32Q: 3 clusters Score -2116439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2116448.500000 Penalty: 11191.921875
	Iteration 33Q: 3 clusters Score -2116448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2116459.250000 Penalty: 11191.921875
	Iteration 34Q: 3 clusters Score -2116459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2116471.750000 Penalty: 11191.921875
	Iteration 35Q: 3 clusters Score -2116472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2116473.750000 Penalty: 11191.921875
	Iteration 36Q: 3 clusters Score -2116474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2116479.500000 Penalty: 11191.921875
	Iteration 37Q: 3 clusters Score -2116480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2116483.750000 Penalty: 11191.921875
	Iteration 38Q: 3 clusters Score -2116484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2116492.000000 Penalty: 11191.921875
	Iteration 39Q: 3 clusters Score -2116492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2116505.000000 Penalty: 11191.921875
	Iteration 40F: 3 clusters Score -2116505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2116515.500000 Penalty: 11191.921875
	Iteration 41Q: 3 clusters Score -2116516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2116520.500000 Penalty: 11191.921875
	Iteration 42Q: 3 clusters Score -2116520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2116526.000000 Penalty: 11191.921875
	Iteration 43Q: 3 clusters Score -2116526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2116534.000000 Penalty: 11191.921875
	Iteration 44Q: 3 clusters Score -2116534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2116536.750000 Penalty: 11191.921875
	Iteration 45Q: 3 clusters Score -2116537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2116539.500000 Penalty: 11191.921875
	Iteration 46Q: 3 clusters Score -2116540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2116547.500000 Penalty: 11191.921875
	Iteration 47Q: 3 clusters Score -2116548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2116545.750000 Penalty: 11191.921875
	Iteration 48Q: 3 clusters Score -2116546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2116554.000000 Penalty: 11191.921875
	Iteration 49Q: 3 clusters Score -2116554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2116560.500000 Penalty: 11191.921875
	Iteration 50Q: 3 clusters Score -2116560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2116563.500000 Penalty: 11191.921875
	Iteration 51Q: 3 clusters Score -2116564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2116563.750000 Penalty: 11191.921875
	Iteration 52Q: 3 clusters Score -2116564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2116568.250000 Penalty: 11191.921875
	Iteration 53Q: 3 clusters Score -2116568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2116573.500000 Penalty: 11191.921875
	Iteration 54Q: 3 clusters Score -2116574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2116572.000000 Penalty: 11191.921875
	Iteration 55Q: 3 clusters Score -2116572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2116578.500000 Penalty: 11191.921875
	Iteration 56Q: 3 clusters Score -2116578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2116574.000000 Penalty: 11191.921875
	Iteration 57Q: 3 clusters Score -2116574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2116579.250000 Penalty: 11191.921875
	Iteration 58Q: 3 clusters Score -2116579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2116581.250000 Penalty: 11191.921875
	Iteration 59Q: 3 clusters Score -2116581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2116583.250000 Penalty: 11191.921875
	Iteration 60F: 3 clusters Score -2116583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2116586.250000 Penalty: 11191.921875
	Iteration 61Q: 3 clusters Score -2116586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2116600.250000 Penalty: 11191.921875
	Iteration 62Q: 3 clusters Score -2116600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2116607.250000 Penalty: 11191.921875
	Iteration 63Q: 3 clusters Score -2116607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2116616.000000 Penalty: 11191.921875
	Iteration 64Q: 3 clusters Score -2116616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2116621.000000 Penalty: 11191.921875
	Iteration 65Q: 3 clusters Score -2116621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2116627.000000 Penalty: 11191.921875
	Iteration 66Q: 3 clusters Score -2116627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2116628.750000 Penalty: 11191.921875
	Iteration 67Q: 3 clusters Score -2116629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2116638.250000 Penalty: 11191.921875
	Iteration 68Q: 3 clusters Score -2116638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2116649.000000 Penalty: 11191.921875
	Iteration 69Q: 3 clusters Score -2116649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2116657.000000 Penalty: 11191.921875
	Iteration 70Q: 3 clusters Score -2116657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2116672.500000 Penalty: 11191.921875
	Iteration 71Q: 3 clusters Score -2116672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2116680.750000 Penalty: 11191.921875
	Iteration 72Q: 3 clusters Score -2116681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2116689.750000 Penalty: 11191.921875
	Iteration 73Q: 3 clusters Score -2116690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2116695.500000 Penalty: 11191.921875
	Iteration 74Q: 3 clusters Score -2116696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2116701.250000 Penalty: 11191.921875
	Iteration 75Q: 3 clusters Score -2116701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2116713.750000 Penalty: 11191.921875
	Iteration 76Q: 3 clusters Score -2116714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2116716.000000 Penalty: 11191.921875
	Iteration 77Q: 3 clusters Score -2116716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2116719.750000 Penalty: 11191.921875
	Iteration 78Q: 3 clusters Score -2116720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2116722.250000 Penalty: 11191.921875
	Iteration 79Q: 3 clusters Score -2116722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2116725.500000 Penalty: 11191.921875
	Iteration 80F: 3 clusters Score -2116726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2116730.000000 Penalty: 11191.921875
	Iteration 81Q: 3 clusters Score -2116730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2116736.500000 Penalty: 11191.921875
	Iteration 82Q: 3 clusters Score -2116736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2116738.000000 Penalty: 11191.921875
	Iteration 83Q: 3 clusters Score -2116738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2116739.000000 Penalty: 11191.921875
	Iteration 84Q: 3 clusters Score -2116739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2116741.500000 Penalty: 11191.921875
	Iteration 85Q: 3 clusters Score -2116742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2116753.750000 Penalty: 11191.921875
	Iteration 86Q: 3 clusters Score -2116754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2116755.000000 Penalty: 11191.921875
	Iteration 87Q: 3 clusters Score -2116755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2116766.000000 Penalty: 11191.921875
	Iteration 88Q: 3 clusters Score -2116766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2116771.500000 Penalty: 11191.921875
	Iteration 89Q: 3 clusters Score -2116772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2116776.500000 Penalty: 11191.921875
	Iteration 90Q: 3 clusters Score -2116776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2116780.250000 Penalty: 11191.921875
	Iteration 91Q: 3 clusters Score -2116780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2116785.750000 Penalty: 11191.921875
	Iteration 92Q: 3 clusters Score -2116786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2116784.250000 Penalty: 11191.921875
	Iteration 93Q: 3 clusters Score -2116784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2116789.750000 Penalty: 11191.921875
	Iteration 94Q: 3 clusters Score -2116790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2116797.250000 Penalty: 11191.921875
	Iteration 95Q: 3 clusters Score -2116797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2116794.000000 Penalty: 11191.921875
	Iteration 96Q: 3 clusters Score -2116794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2116801.750000 Penalty: 11191.921875
	Iteration 97Q: 3 clusters Score -2116802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2116808.750000 Penalty: 11191.921875
	Iteration 98Q: 3 clusters Score -2116809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2116806.500000 Penalty: 11191.921875
	Iteration 99Q: 3 clusters Score -2116806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2116809.500000 Penalty: 11191.921875
	Iteration 100F: 3 clusters Score -2116810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2116809.000000 Penalty: 11191.921875
	Iteration 101Q: 3 clusters Score -2116809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2116814.750000 Penalty: 11191.921875
	Iteration 102Q: 3 clusters Score -2116815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2116814.750000 Penalty: 11191.921875
	Iteration 103Q: 3 clusters Score -2116815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2116818.750000 Penalty: 11191.921875
	Iteration 104Q: 3 clusters Score -2116819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2116823.250000 Penalty: 11191.921875
	Iteration 105Q: 3 clusters Score -2116823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2116827.750000 Penalty: 11191.921875
	Iteration 106Q: 3 clusters Score -2116828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2116830.750000 Penalty: 11191.921875
	Iteration 107Q: 3 clusters Score -2116831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2116840.250000 Penalty: 11191.921875
	Iteration 108Q: 3 clusters Score -2116840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2116844.500000 Penalty: 11191.921875
	Iteration 109Q: 3 clusters Score -2116844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2116847.500000 Penalty: 11191.921875
	Iteration 110Q: 3 clusters Score -2116848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2116849.500000 Penalty: 11191.921875
	Iteration 111Q: 3 clusters Score -2116850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2116855.750000 Penalty: 11191.921875
	Iteration 112Q: 3 clusters Score -2116856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2116855.500000 Penalty: 11191.921875
	Iteration 113Q: 3 clusters Score -2116856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2116862.750000 Penalty: 11191.921875
	Iteration 114Q: 3 clusters Score -2116863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2116874.500000 Penalty: 11191.921875
	Iteration 115Q: 3 clusters Score -2116874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2116879.000000 Penalty: 11191.921875
	Iteration 116Q: 3 clusters Score -2116879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2116887.000000 Penalty: 11191.921875
	Iteration 117Q: 3 clusters Score -2116887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2116897.000000 Penalty: 11191.921875
	Iteration 118Q: 3 clusters Score -2116897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2116903.750000 Penalty: 11191.921875
	Iteration 119Q: 3 clusters Score -2116904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2116910.500000 Penalty: 11191.921875
	Iteration 120F: 3 clusters Score -2116910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2116917.500000 Penalty: 11191.921875
	Iteration 121Q: 3 clusters Score -2116918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2116924.500000 Penalty: 11191.921875
	Iteration 122Q: 3 clusters Score -2116924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2116931.500000 Penalty: 11191.921875
	Iteration 123Q: 3 clusters Score -2116932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2116934.750000 Penalty: 11191.921875
	Iteration 124Q: 3 clusters Score -2116935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2116938.250000 Penalty: 11191.921875
	Iteration 125Q: 3 clusters Score -2116938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2116942.750000 Penalty: 11191.921875
	Iteration 126Q: 3 clusters Score -2116943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2116949.750000 Penalty: 11191.921875
	Iteration 127Q: 3 clusters Score -2116950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2116953.000000 Penalty: 11191.921875
	Iteration 128Q: 3 clusters Score -2116953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2116958.000000 Penalty: 11191.921875
	Iteration 129Q: 3 clusters Score -2116958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2116962.750000 Penalty: 11191.921875
	Iteration 130Q: 3 clusters Score -2116963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2116966.750000 Penalty: 11191.921875
	Iteration 131Q: 3 clusters Score -2116967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2116970.000000 Penalty: 11191.921875
	Iteration 132Q: 3 clusters Score -2116970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2116976.750000 Penalty: 11191.921875
	Iteration 133Q: 3 clusters Score -2116977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2116981.250000 Penalty: 11191.921875
	Iteration 134Q: 3 clusters Score -2116981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2116981.500000 Penalty: 11191.921875
	Iteration 135Q: 3 clusters Score -2116982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2116989.250000 Penalty: 11191.921875
	Iteration 136Q: 3 clusters Score -2116989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2116995.750000 Penalty: 11191.921875
	Iteration 137Q: 3 clusters Score -2116996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2117004.750000 Penalty: 11191.921875
	Iteration 138Q: 3 clusters Score -2117005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2117009.250000 Penalty: 11191.921875
	Iteration 139Q: 3 clusters Score -2117009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2117010.250000 Penalty: 11191.921875
	Iteration 140F: 3 clusters Score -2117010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2117013.750000 Penalty: 11191.921875
	Iteration 141Q: 3 clusters Score -2117014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2117015.250000 Penalty: 11191.921875
	Iteration 142Q: 3 clusters Score -2117015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2117015.250000 Penalty: 11191.921875
	Iteration 143Q: 3 clusters Score -2117015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2117016.500000 Penalty: 11191.921875
	Iteration 144Q: 3 clusters Score -2117016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2117017.750000 Penalty: 11191.921875
	Iteration 145Q: 3 clusters Score -2117018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2117018.750000 Penalty: 11191.921875
	Iteration 146Q: 3 clusters Score -2117019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2117025.000000 Penalty: 11191.921875
	Iteration 147Q: 3 clusters Score -2117025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2117022.000000 Penalty: 11191.921875
	Iteration 148Q: 3 clusters Score -2117022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2117022.000000 Penalty: 11191.921875
	Iteration 149Q: 3 clusters Score -2117022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2117020.250000 Penalty: 11191.921875
	Iteration 150Q: 3 clusters Score -2117020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2117023.750000 Penalty: 11191.921875
	Iteration 151Q: 3 clusters Score -2117024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2117026.000000 Penalty: 11191.921875
	Iteration 152Q: 3 clusters Score -2117026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2117026.000000 Penalty: 11191.921875
	Iteration 153F: 3 clusters Score -2117026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Entering Unmasked Estep 
Score: -6850543.000000 Penalty: 6312.864258
	Iteration 0F: 2 clusters Score -6850543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -6827689.500000 Penalty: 12625.728516
	Iteration 0F: 3 clusters Score -6827690 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -6834375.500000 Penalty: 12625.728516
	Iteration 1F: 3 clusters Score -6834376 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -6835110.500000 Penalty: 12625.728516
	Iteration 2F: 3 clusters Score -6835110 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -6835632.500000 Penalty: 12625.728516
	Iteration 3Q: 3 clusters Score -6835632 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -6835991.500000 Penalty: 12625.728516
	Iteration 4Q: 3 clusters Score -6835992 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -6836308.500000 Penalty: 12625.728516
	Iteration 5Q: 3 clusters Score -6836308 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -6836612.500000 Penalty: 12625.728516
	Iteration 6Q: 3 clusters Score -6836612 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -6836950.000000 Penalty: 12625.728516
	Iteration 7Q: 3 clusters Score -6836950 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -6837316.500000 Penalty: 12625.728516
	Iteration 8Q: 3 clusters Score -6837316 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -6837759.000000 Penalty: 12625.728516
	Iteration 9Q: 3 clusters Score -6837759 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -6838340.500000 Penalty: 12625.728516
	Iteration 10Q: 3 clusters Score -6838340 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -6839071.000000 Penalty: 12625.728516
	Iteration 11Q: 3 clusters Score -6839071 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -6839898.500000 Penalty: 12625.728516
	Iteration 12Q: 3 clusters Score -6839898 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -6840856.500000 Penalty: 12625.728516
	Iteration 13Q: 3 clusters Score -6840856 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -6841769.000000 Penalty: 12625.728516
	Iteration 14Q: 3 clusters Score -6841769 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -6842555.500000 Penalty: 12625.728516
	Iteration 15Q: 3 clusters Score -6842556 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -6843212.500000 Penalty: 12625.728516
	Iteration 16Q: 3 clusters Score -6843212 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -6843703.000000 Penalty: 12625.728516
	Iteration 17Q: 3 clusters Score -6843703 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -6844038.500000 Penalty: 12625.728516
	Iteration 18Q: 3 clusters Score -6844038 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -6844284.500000 Penalty: 12625.728516
	Iteration 19Q: 3 clusters Score -6844284 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -6844424.000000 Penalty: 12625.728516
	Iteration 20F: 3 clusters Score -6844424 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -6844547.000000 Penalty: 12625.728516
	Iteration 21Q: 3 clusters Score -6844547 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -6844638.500000 Penalty: 12625.728516
	Iteration 22Q: 3 clusters Score -6844638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -6844728.500000 Penalty: 12625.728516
	Iteration 23Q: 3 clusters Score -6844728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -6844785.500000 Penalty: 12625.728516
	Iteration 24Q: 3 clusters Score -6844786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -6844818.500000 Penalty: 12625.728516
	Iteration 25Q: 3 clusters Score -6844818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -6844866.000000 Penalty: 12625.728516
	Iteration 26Q: 3 clusters Score -6844866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -6844887.500000 Penalty: 12625.728516
	Iteration 27Q: 3 clusters Score -6844888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -6844894.500000 Penalty: 12625.728516
	Iteration 28Q: 3 clusters Score -6844894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -6844920.500000 Penalty: 12625.728516
	Iteration 29Q: 3 clusters Score -6844920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -6844937.500000 Penalty: 12625.728516
	Iteration 30Q: 3 clusters Score -6844938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -6844952.500000 Penalty: 12625.728516
	Iteration 31Q: 3 clusters Score -6844952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -6844981.000000 Penalty: 12625.728516
	Iteration 32Q: 3 clusters Score -6844981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -6844996.000000 Penalty: 12625.728516
	Iteration 33Q: 3 clusters Score -6844996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -6845013.500000 Penalty: 12625.728516
	Iteration 34Q: 3 clusters Score -6845014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -6845018.000000 Penalty: 12625.728516
	Iteration 35Q: 3 clusters Score -6845018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -6845031.000000 Penalty: 12625.728516
	Iteration 36Q: 3 clusters Score -6845031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -6845045.500000 Penalty: 12625.728516
	Iteration 37Q: 3 clusters Score -6845046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -6845063.500000 Penalty: 12625.728516
	Iteration 38Q: 3 clusters Score -6845064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -6845069.500000 Penalty: 12625.728516
	Iteration 39Q: 3 clusters Score -6845070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -6845082.500000 Penalty: 12625.728516
	Iteration 40F: 3 clusters Score -6845082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -6845079.500000 Penalty: 12625.728516
	Iteration 41Q: 3 clusters Score -6845080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -6845083.000000 Penalty: 12625.728516
	Iteration 42Q: 3 clusters Score -6845083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -6845080.000000 Penalty: 12625.728516
	Iteration 43Q: 3 clusters Score -6845080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -6845087.000000 Penalty: 12625.728516
	Iteration 44Q: 3 clusters Score -6845087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -6845078.500000 Penalty: 12625.728516
	Iteration 45Q: 3 clusters Score -6845078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -6845098.500000 Penalty: 12625.728516
	Iteration 46Q: 3 clusters Score -6845098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -6845101.500000 Penalty: 12625.728516
	Iteration 47Q: 3 clusters Score -6845102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -6845112.000000 Penalty: 12625.728516
	Iteration 48Q: 3 clusters Score -6845112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -6845119.500000 Penalty: 12625.728516
	Iteration 49Q: 3 clusters Score -6845120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -6845129.000000 Penalty: 12625.728516
	Iteration 50Q: 3 clusters Score -6845129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -6845141.000000 Penalty: 12625.728516
	Iteration 51Q: 3 clusters Score -6845141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -6845141.500000 Penalty: 12625.728516
	Iteration 52Q: 3 clusters Score -6845142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -6845136.000000 Penalty: 12625.728516
	Iteration 53Q: 3 clusters Score -6845136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -6845139.000000 Penalty: 12625.728516
	Iteration 54Q: 3 clusters Score -6845139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -6845139.000000 Penalty: 12625.728516
	Iteration 55F: 3 clusters Score -6845139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Entering Unmasked Estep 
Score: -2202832.000000 Penalty: 5628.834473
	Iteration 0F: 2 clusters Score -2202832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2192711.000000 Penalty: 11257.668945
	Iteration 0F: 3 clusters Score -2192711 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2194734.750000 Penalty: 11257.668945
	Iteration 1F: 3 clusters Score -2194735 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2195171.500000 Penalty: 11257.668945
	Iteration 2F: 3 clusters Score -2195172 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2195423.750000 Penalty: 11257.668945
	Iteration 3Q: 3 clusters Score -2195424 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2195604.750000 Penalty: 11257.668945
	Iteration 4Q: 3 clusters Score -2195605 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2195730.750000 Penalty: 11257.668945
	Iteration 5Q: 3 clusters Score -2195731 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2195826.250000 Penalty: 11257.668945
	Iteration 6Q: 3 clusters Score -2195826 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2195908.250000 Penalty: 11257.668945
	Iteration 7Q: 3 clusters Score -2195908 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2195980.250000 Penalty: 11257.668945
	Iteration 8Q: 3 clusters Score -2195980 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2196022.750000 Penalty: 11257.668945
	Iteration 9Q: 3 clusters Score -2196023 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2196075.750000 Penalty: 11257.668945
	Iteration 10Q: 3 clusters Score -2196076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2196127.750000 Penalty: 11257.668945
	Iteration 11Q: 3 clusters Score -2196128 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2196175.250000 Penalty: 11257.668945
	Iteration 12Q: 3 clusters Score -2196175 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2196222.750000 Penalty: 11257.668945
	Iteration 13Q: 3 clusters Score -2196223 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2196297.250000 Penalty: 11257.668945
	Iteration 14Q: 3 clusters Score -2196297 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2196377.750000 Penalty: 11257.668945
	Iteration 15Q: 3 clusters Score -2196378 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2196511.250000 Penalty: 11257.668945
	Iteration 16Q: 3 clusters Score -2196511 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2196744.250000 Penalty: 11257.668945
	Iteration 17Q: 3 clusters Score -2196744 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2197083.000000 Penalty: 11257.668945
	Iteration 18Q: 3 clusters Score -2197083 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2197569.750000 Penalty: 11257.668945
	Iteration 19Q: 3 clusters Score -2197570 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2198160.000000 Penalty: 11257.668945
	Iteration 20F: 3 clusters Score -2198160 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2198825.250000 Penalty: 11257.668945
	Iteration 21F: 3 clusters Score -2198825 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2199494.000000 Penalty: 11257.668945
	Iteration 22F: 3 clusters Score -2199494 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2200117.500000 Penalty: 11257.668945
	Iteration 23F: 3 clusters Score -2200118 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2200589.000000 Penalty: 11257.668945
	Iteration 24Q: 3 clusters Score -2200589 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2200858.500000 Penalty: 11257.668945
	Iteration 25Q: 3 clusters Score -2200858 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2200985.000000 Penalty: 11257.668945
	Iteration 26Q: 3 clusters Score -2200985 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2201040.500000 Penalty: 11257.668945
	Iteration 27Q: 3 clusters Score -2201040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2201072.500000 Penalty: 11257.668945
	Iteration 28Q: 3 clusters Score -2201072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2201090.000000 Penalty: 11257.668945
	Iteration 29Q: 3 clusters Score -2201090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2201103.750000 Penalty: 11257.668945
	Iteration 30Q: 3 clusters Score -2201104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2201108.250000 Penalty: 11257.668945
	Iteration 31Q: 3 clusters Score -2201108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2201110.750000 Penalty: 11257.668945
	Iteration 32Q: 3 clusters Score -2201111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2201118.000000 Penalty: 11257.668945
	Iteration 33Q: 3 clusters Score -2201118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2201120.000000 Penalty: 11257.668945
	Iteration 34Q: 3 clusters Score -2201120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2201118.500000 Penalty: 11257.668945
	Iteration 35Q: 3 clusters Score -2201118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2201118.500000 Penalty: 11257.668945
	Iteration 36F: 3 clusters Score -2201118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -536881.500000 Penalty: 4790.265137
	Iteration 0F: 2 clusters Score -536881.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -531592.750000 Penalty: 9580.530273
	Iteration 0F: 3 clusters Score -531592.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -532581.437500 Penalty: 9580.530273
	Iteration 1F: 3 clusters Score -532581.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -533110.187500 Penalty: 9580.530273
	Iteration 2F: 3 clusters Score -533110.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -533733.000000 Penalty: 9580.530273
	Iteration 3F: 3 clusters Score -533733 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -534354.812500 Penalty: 9580.530273
	Iteration 4F: 3 clusters Score -534354.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -535015.875000 Penalty: 9580.530273
	Iteration 5F: 3 clusters Score -535015.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -535613.000000 Penalty: 9580.530273
	Iteration 6F: 3 clusters Score -535613 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -536122.937500 Penalty: 9580.530273
	Iteration 7Q: 3 clusters Score -536122.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -536681.375000 Penalty: 9580.530273
	Iteration 8Q: 3 clusters Score -536681.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -537091.750000 Penalty: 9580.530273
	Iteration 9Q: 3 clusters Score -537091.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -537293.687500 Penalty: 9580.530273
	Iteration 10Q: 3 clusters Score -537293.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -537320.000000 Penalty: 9580.530273
	Iteration 11Q: 3 clusters Score -537320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -537346.125000 Penalty: 9580.530273
	Iteration 12Q: 3 clusters Score -537346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -537349.875000 Penalty: 9580.530273
	Iteration 13Q: 3 clusters Score -537349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -537352.125000 Penalty: 9580.530273
	Iteration 14Q: 3 clusters Score -537352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -537356.500000 Penalty: 9580.530273
	Iteration 15Q: 3 clusters Score -537356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -537357.625000 Penalty: 9580.530273
	Iteration 16Q: 3 clusters Score -537357.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -537357.625000 Penalty: 9580.530273
	Iteration 17F: 3 clusters Score -537357.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144787 members 
Mstep: Class 3 contains 32662 members 
Mstep: Class 4 contains 62114 members 
Mstep: Class 5 contains 63415 members 
Mstep: Class 6 contains 9608 members 
Mstep: Class 7 contains 20533 members 
Mstep: Class 8 contains 17335 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36947 members 
Mstep: Class 11 contains 123715 members 
Mstep: Class 12 contains 45560 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 14015 members 
Mstep: Class 15 contains 15868 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 29933 members 
Mstep: Class 18 contains 9798 members 
Mstep: Class 19 contains 1330 members 
Mstep: Class 20 contains 72131 members 
Mstep: Class 21 contains 117427 members 
Mstep: Class 22 contains 98581 members 
Mstep: Class 23 contains 14220 members 
Mstep: Class 24 contains 74401 members 
Mstep: Class 25 contains 73574 members 
Mstep: Class 26 contains 14845 members 
Mstep: Class 27 contains 93955 members 
Mstep: Class 28 contains 1162 members 
Entering Unmasked Estep 
Score: -272431072.000000 Penalty: 240310.328125
Splitting cluster 19 changes total score from -272433376.000000 to -272431072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (72131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Entering Unmasked Estep 
Score: -16375078.000000 Penalty: 6851.571777
	Iteration 0F: 2 clusters Score -1.637508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -16325402.000000 Penalty: 13703.143555
	Iteration 0F: 3 clusters Score -1.63254e+07 nChanged 32292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -16342971.000000 Penalty: 13703.143555
	Iteration 1F: 3 clusters Score -1.634297e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -16344100.000000 Penalty: 13703.143555
	Iteration 2Q: 3 clusters Score -1.63441e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -16345180.000000 Penalty: 13703.143555
	Iteration 3Q: 3 clusters Score -1.634518e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -16346334.000000 Penalty: 13703.143555
	Iteration 4Q: 3 clusters Score -1.634633e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -16347527.000000 Penalty: 13703.143555
	Iteration 5Q: 3 clusters Score -1.634753e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -16348832.000000 Penalty: 13703.143555
	Iteration 6Q: 3 clusters Score -1.634883e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -16350367.000000 Penalty: 13703.143555
	Iteration 7Q: 3 clusters Score -1.635037e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -16351865.000000 Penalty: 13703.143555
	Iteration 8Q: 3 clusters Score -1.635186e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -16353377.000000 Penalty: 13703.143555
	Iteration 9Q: 3 clusters Score -1.635338e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -16354942.000000 Penalty: 13703.143555
	Iteration 10Q: 3 clusters Score -1.635494e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -16356568.000000 Penalty: 13703.143555
	Iteration 11Q: 3 clusters Score -1.635657e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -16358603.000000 Penalty: 13703.143555
	Iteration 12Q: 3 clusters Score -1.63586e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -16360936.000000 Penalty: 13703.143555
	Iteration 13Q: 3 clusters Score -1.636094e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -16363204.000000 Penalty: 13703.143555
	Iteration 14Q: 3 clusters Score -1.63632e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -16365115.000000 Penalty: 13703.143555
	Iteration 15Q: 3 clusters Score -1.636512e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -16366226.000000 Penalty: 13703.143555
	Iteration 16Q: 3 clusters Score -1.636623e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -16366839.000000 Penalty: 13703.143555
	Iteration 17Q: 3 clusters Score -1.636684e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -16367237.000000 Penalty: 13703.143555
	Iteration 18Q: 3 clusters Score -1.636724e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -16367515.000000 Penalty: 13703.143555
	Iteration 19Q: 3 clusters Score -1.636752e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -16367773.000000 Penalty: 13703.143555
	Iteration 20F: 3 clusters Score -1.636777e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64160 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -16367961.000000 Penalty: 13703.143555
	Iteration 21Q: 3 clusters Score -1.636796e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -16368063.000000 Penalty: 13703.143555
	Iteration 22Q: 3 clusters Score -1.636806e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -16368203.000000 Penalty: 13703.143555
	Iteration 23Q: 3 clusters Score -1.63682e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -16368340.000000 Penalty: 13703.143555
	Iteration 24Q: 3 clusters Score -1.636834e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -16368395.000000 Penalty: 13703.143555
	Iteration 25Q: 3 clusters Score -1.63684e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -16368459.000000 Penalty: 13703.143555
	Iteration 26Q: 3 clusters Score -1.636846e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -16368546.000000 Penalty: 13703.143555
	Iteration 27Q: 3 clusters Score -1.636855e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -16368674.000000 Penalty: 13703.143555
	Iteration 28Q: 3 clusters Score -1.636867e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -16368741.000000 Penalty: 13703.143555
	Iteration 29Q: 3 clusters Score -1.636874e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -16368862.000000 Penalty: 13703.143555
	Iteration 30Q: 3 clusters Score -1.636886e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -16368884.000000 Penalty: 13703.143555
	Iteration 31Q: 3 clusters Score -1.636888e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -16368944.000000 Penalty: 13703.143555
	Iteration 32Q: 3 clusters Score -1.636894e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -16368967.000000 Penalty: 13703.143555
	Iteration 33Q: 3 clusters Score -1.636897e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -16369031.000000 Penalty: 13703.143555
	Iteration 34Q: 3 clusters Score -1.636903e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -16369034.000000 Penalty: 13703.143555
	Iteration 35Q: 3 clusters Score -1.636903e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -16369058.000000 Penalty: 13703.143555
	Iteration 36Q: 3 clusters Score -1.636906e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -16369093.000000 Penalty: 13703.143555
	Iteration 37Q: 3 clusters Score -1.636909e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -16369120.000000 Penalty: 13703.143555
	Iteration 38Q: 3 clusters Score -1.636912e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -16369144.000000 Penalty: 13703.143555
	Iteration 39Q: 3 clusters Score -1.636914e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -16369156.000000 Penalty: 13703.143555
	Iteration 40F: 3 clusters Score -1.636916e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -16369190.000000 Penalty: 13703.143555
	Iteration 41Q: 3 clusters Score -1.636919e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -16369251.000000 Penalty: 13703.143555
	Iteration 42Q: 3 clusters Score -1.636925e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -16369300.000000 Penalty: 13703.143555
	Iteration 43Q: 3 clusters Score -1.63693e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -16369327.000000 Penalty: 13703.143555
	Iteration 44Q: 3 clusters Score -1.636933e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -16369329.000000 Penalty: 13703.143555
	Iteration 45Q: 3 clusters Score -1.636933e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -16369349.000000 Penalty: 13703.143555
	Iteration 46Q: 3 clusters Score -1.636935e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -16369396.000000 Penalty: 13703.143555
	Iteration 47Q: 3 clusters Score -1.63694e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -16369386.000000 Penalty: 13703.143555
	Iteration 48Q: 3 clusters Score -1.636939e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -16369398.000000 Penalty: 13703.143555
	Iteration 49Q: 3 clusters Score -1.63694e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -16369440.000000 Penalty: 13703.143555
	Iteration 50Q: 3 clusters Score -1.636944e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -16369445.000000 Penalty: 13703.143555
	Iteration 51Q: 3 clusters Score -1.636944e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68881 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -16369473.000000 Penalty: 13703.143555
	Iteration 52Q: 3 clusters Score -1.636947e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -16369468.000000 Penalty: 13703.143555
	Iteration 53Q: 3 clusters Score -1.636947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -16369473.000000 Penalty: 13703.143555
	Iteration 54Q: 3 clusters Score -1.636947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -16369509.000000 Penalty: 13703.143555
	Iteration 55Q: 3 clusters Score -1.636951e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -16369544.000000 Penalty: 13703.143555
	Iteration 56Q: 3 clusters Score -1.636954e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -16369555.000000 Penalty: 13703.143555
	Iteration 57Q: 3 clusters Score -1.636956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -16369564.000000 Penalty: 13703.143555
	Iteration 58Q: 3 clusters Score -1.636956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -16369559.000000 Penalty: 13703.143555
	Iteration 59Q: 3 clusters Score -1.636956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -16369551.000000 Penalty: 13703.143555
	Iteration 60F: 3 clusters Score -1.636955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -16369567.000000 Penalty: 13703.143555
	Iteration 61Q: 3 clusters Score -1.636957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -16369592.000000 Penalty: 13703.143555
	Iteration 62Q: 3 clusters Score -1.636959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -16369594.000000 Penalty: 13703.143555
	Iteration 63Q: 3 clusters Score -1.636959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -16369616.000000 Penalty: 13703.143555
	Iteration 64Q: 3 clusters Score -1.636962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -16369600.000000 Penalty: 13703.143555
	Iteration 65Q: 3 clusters Score -1.63696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -16369610.000000 Penalty: 13703.143555
	Iteration 66Q: 3 clusters Score -1.636961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -16369625.000000 Penalty: 13703.143555
	Iteration 67Q: 3 clusters Score -1.636962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -16369613.000000 Penalty: 13703.143555
	Iteration 68Q: 3 clusters Score -1.636961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -16369602.000000 Penalty: 13703.143555
	Iteration 69Q: 3 clusters Score -1.63696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -16369620.000000 Penalty: 13703.143555
	Iteration 70Q: 3 clusters Score -1.636962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -16369621.000000 Penalty: 13703.143555
	Iteration 71Q: 3 clusters Score -1.636962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -16369621.000000 Penalty: 13703.143555
	Iteration 72Q: 3 clusters Score -1.636962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -16369605.000000 Penalty: 13703.143555
	Iteration 73Q: 3 clusters Score -1.63696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -16369614.000000 Penalty: 13703.143555
	Iteration 74Q: 3 clusters Score -1.636961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -16369616.000000 Penalty: 13703.143555
	Iteration 75Q: 3 clusters Score -1.636962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -16369614.000000 Penalty: 13703.143555
	Iteration 76Q: 3 clusters Score -1.636961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -16369611.000000 Penalty: 13703.143555
	Iteration 77Q: 3 clusters Score -1.636961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -16369619.000000 Penalty: 13703.143555
	Iteration 78Q: 3 clusters Score -1.636962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -16369629.000000 Penalty: 13703.143555
	Iteration 79Q: 3 clusters Score -1.636963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -16369626.000000 Penalty: 13703.143555
	Iteration 80F: 3 clusters Score -1.636963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -16369624.000000 Penalty: 13703.143555
	Iteration 81Q: 3 clusters Score -1.636962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -16369631.000000 Penalty: 13703.143555
	Iteration 82Q: 3 clusters Score -1.636963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -16369634.000000 Penalty: 13703.143555
	Iteration 83Q: 3 clusters Score -1.636963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -16369623.000000 Penalty: 13703.143555
	Iteration 84Q: 3 clusters Score -1.636962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -16369623.000000 Penalty: 13703.143555
	Iteration 85Q: 3 clusters Score -1.636962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -16369625.000000 Penalty: 13703.143555
	Iteration 86Q: 3 clusters Score -1.636962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -16369626.000000 Penalty: 13703.143555
	Iteration 87Q: 3 clusters Score -1.636963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -16369646.000000 Penalty: 13703.143555
	Iteration 88Q: 3 clusters Score -1.636965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -16369642.000000 Penalty: 13703.143555
	Iteration 89Q: 3 clusters Score -1.636964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -16369627.000000 Penalty: 13703.143555
	Iteration 90Q: 3 clusters Score -1.636963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -16369634.000000 Penalty: 13703.143555
	Iteration 91Q: 3 clusters Score -1.636963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -16369637.000000 Penalty: 13703.143555
	Iteration 92Q: 3 clusters Score -1.636964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -16369648.000000 Penalty: 13703.143555
	Iteration 93Q: 3 clusters Score -1.636965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -16369648.000000 Penalty: 13703.143555
	Iteration 94F: 3 clusters Score -1.636965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117427 members 
Entering Unmasked Estep 
Score: -26685580.000000 Penalty: 7150.062988
	Iteration 0F: 2 clusters Score -2.668558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -26605976.000000 Penalty: 14300.125977
	Iteration 0F: 3 clusters Score -2.660598e+07 nChanged 54040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -26635352.000000 Penalty: 14300.125977
	Iteration 1F: 3 clusters Score -2.663535e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -26636438.000000 Penalty: 14300.125977
	Iteration 2Q: 3 clusters Score -2.663644e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -26637470.000000 Penalty: 14300.125977
	Iteration 3Q: 3 clusters Score -2.663747e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -26638368.000000 Penalty: 14300.125977
	Iteration 4Q: 3 clusters Score -2.663837e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -26639274.000000 Penalty: 14300.125977
	Iteration 5Q: 3 clusters Score -2.663927e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -26640324.000000 Penalty: 14300.125977
	Iteration 6Q: 3 clusters Score -2.664032e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -26641746.000000 Penalty: 14300.125977
	Iteration 7Q: 3 clusters Score -2.664175e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -26644002.000000 Penalty: 14300.125977
	Iteration 8Q: 3 clusters Score -2.6644e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -26647452.000000 Penalty: 14300.125977
	Iteration 9F: 3 clusters Score -2.664745e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -26652396.000000 Penalty: 14300.125977
	Iteration 10F: 3 clusters Score -2.66524e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -26659124.000000 Penalty: 14300.125977
	Iteration 11F: 3 clusters Score -2.665912e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -26666552.000000 Penalty: 14300.125977
	Iteration 12F: 3 clusters Score -2.666655e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 109262 members 
Entering Unmasked Estep 
Score: -26672500.000000 Penalty: 14300.125977
	Iteration 13F: 3 clusters Score -2.66725e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -26676036.000000 Penalty: 14300.125977
	Iteration 14Q: 3 clusters Score -2.667604e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 115165 members 
Entering Unmasked Estep 
Score: -26677670.000000 Penalty: 14300.125977
	Iteration 15Q: 3 clusters Score -2.667767e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 115963 members 
Entering Unmasked Estep 
Score: -26678448.000000 Penalty: 14300.125977
	Iteration 16Q: 3 clusters Score -2.667845e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 116278 members 
Entering Unmasked Estep 
Score: -26678824.000000 Penalty: 14300.125977
	Iteration 17Q: 3 clusters Score -2.667882e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -26679020.000000 Penalty: 14300.125977
	Iteration 18Q: 3 clusters Score -2.667902e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 116502 members 
Entering Unmasked Estep 
Score: -26679132.000000 Penalty: 14300.125977
	Iteration 19Q: 3 clusters Score -2.667913e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 116543 members 
Entering Unmasked Estep 
Score: -26679136.000000 Penalty: 14300.125977
	Iteration 20F: 3 clusters Score -2.667914e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 116580 members 
Entering Unmasked Estep 
Score: -26679220.000000 Penalty: 14300.125977
	Iteration 21Q: 3 clusters Score -2.667922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 116607 members 
Entering Unmasked Estep 
Score: -26679238.000000 Penalty: 14300.125977
	Iteration 22Q: 3 clusters Score -2.667924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -26679278.000000 Penalty: 14300.125977
	Iteration 23Q: 3 clusters Score -2.667928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 116640 members 
Entering Unmasked Estep 
Score: -26679316.000000 Penalty: 14300.125977
	Iteration 24Q: 3 clusters Score -2.667932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 116652 members 
Entering Unmasked Estep 
Score: -26679354.000000 Penalty: 14300.125977
	Iteration 25Q: 3 clusters Score -2.667935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -26679362.000000 Penalty: 14300.125977
	Iteration 26Q: 3 clusters Score -2.667936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 116670 members 
Entering Unmasked Estep 
Score: -26679356.000000 Penalty: 14300.125977
	Iteration 27Q: 3 clusters Score -2.667936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 116673 members 
Entering Unmasked Estep 
Score: -26679370.000000 Penalty: 14300.125977
	Iteration 28Q: 3 clusters Score -2.667937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -26679360.000000 Penalty: 14300.125977
	Iteration 29Q: 3 clusters Score -2.667936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 116684 members 
Entering Unmasked Estep 
Score: -26679364.000000 Penalty: 14300.125977
	Iteration 30Q: 3 clusters Score -2.667936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 116691 members 
Entering Unmasked Estep 
Score: -26679404.000000 Penalty: 14300.125977
	Iteration 31Q: 3 clusters Score -2.66794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 116698 members 
Entering Unmasked Estep 
Score: -26679394.000000 Penalty: 14300.125977
	Iteration 32Q: 3 clusters Score -2.667939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 116701 members 
Entering Unmasked Estep 
Score: -26679396.000000 Penalty: 14300.125977
	Iteration 33Q: 3 clusters Score -2.66794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 116703 members 
Entering Unmasked Estep 
Score: -26679410.000000 Penalty: 14300.125977
	Iteration 34Q: 3 clusters Score -2.667941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 116707 members 
Entering Unmasked Estep 
Score: -26679402.000000 Penalty: 14300.125977
	Iteration 35Q: 3 clusters Score -2.66794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 116709 members 
Entering Unmasked Estep 
Score: -26679402.000000 Penalty: 14300.125977
	Iteration 36Q: 3 clusters Score -2.66794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -26679402.000000 Penalty: 14300.125977
	Iteration 37Q: 3 clusters Score -2.66794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -26679406.000000 Penalty: 14300.125977
	Iteration 38Q: 3 clusters Score -2.667941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -26679398.000000 Penalty: 14300.125977
	Iteration 39Q: 3 clusters Score -2.66794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 116711 members 
Entering Unmasked Estep 
Score: -26679388.000000 Penalty: 14300.125977
	Iteration 40F: 3 clusters Score -2.667939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 116712 members 
Entering Unmasked Estep 
Score: -26679398.000000 Penalty: 14300.125977
	Iteration 41Q: 3 clusters Score -2.66794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 116711 members 
Entering Unmasked Estep 
Score: -26679406.000000 Penalty: 14300.125977
	Iteration 42Q: 3 clusters Score -2.667941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 116711 members 
Entering Unmasked Estep 
Score: -26679406.000000 Penalty: 14300.125977
	Iteration 43F: 3 clusters Score -2.667941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98581 members 
Entering Unmasked Estep 
Score: -22275964.000000 Penalty: 7042.913086
	Iteration 0F: 2 clusters Score -2.227596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -22208958.000000 Penalty: 14085.826172
	Iteration 0F: 3 clusters Score -2.220896e+07 nChanged 45040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -22233674.000000 Penalty: 14085.826172
	Iteration 1F: 3 clusters Score -2.223367e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -22234736.000000 Penalty: 14085.826172
	Iteration 2Q: 3 clusters Score -2.223474e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -22235532.000000 Penalty: 14085.826172
	Iteration 3Q: 3 clusters Score -2.223553e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -22236326.000000 Penalty: 14085.826172
	Iteration 4Q: 3 clusters Score -2.223633e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -22237344.000000 Penalty: 14085.826172
	Iteration 5Q: 3 clusters Score -2.223734e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -22238354.000000 Penalty: 14085.826172
	Iteration 6Q: 3 clusters Score -2.223835e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -22239194.000000 Penalty: 14085.826172
	Iteration 7Q: 3 clusters Score -2.223919e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -22240688.000000 Penalty: 14085.826172
	Iteration 8Q: 3 clusters Score -2.224069e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -22242566.000000 Penalty: 14085.826172
	Iteration 9Q: 3 clusters Score -2.224257e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -22245200.000000 Penalty: 14085.826172
	Iteration 10F: 3 clusters Score -2.22452e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -22249068.000000 Penalty: 14085.826172
	Iteration 11F: 3 clusters Score -2.224907e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -22254114.000000 Penalty: 14085.826172
	Iteration 12F: 3 clusters Score -2.225411e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -22259472.000000 Penalty: 14085.826172
	Iteration 13F: 3 clusters Score -2.225947e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -22263596.000000 Penalty: 14085.826172
	Iteration 14F: 3 clusters Score -2.22636e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91772 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -22266270.000000 Penalty: 14085.826172
	Iteration 15Q: 3 clusters Score -2.226627e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -22267958.000000 Penalty: 14085.826172
	Iteration 16Q: 3 clusters Score -2.226796e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -22268942.000000 Penalty: 14085.826172
	Iteration 17Q: 3 clusters Score -2.226894e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -22269422.000000 Penalty: 14085.826172
	Iteration 18Q: 3 clusters Score -2.226942e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -22269708.000000 Penalty: 14085.826172
	Iteration 19Q: 3 clusters Score -2.226971e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96360 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22269942.000000 Penalty: 14085.826172
	Iteration 20F: 3 clusters Score -2.226994e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -22270056.000000 Penalty: 14085.826172
	Iteration 21Q: 3 clusters Score -2.227006e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -22270156.000000 Penalty: 14085.826172
	Iteration 22Q: 3 clusters Score -2.227016e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -22270232.000000 Penalty: 14085.826172
	Iteration 23Q: 3 clusters Score -2.227023e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -22270266.000000 Penalty: 14085.826172
	Iteration 24Q: 3 clusters Score -2.227027e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96855 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -22270338.000000 Penalty: 14085.826172
	Iteration 25Q: 3 clusters Score -2.227034e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -22270366.000000 Penalty: 14085.826172
	Iteration 26Q: 3 clusters Score -2.227037e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96885 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -22270418.000000 Penalty: 14085.826172
	Iteration 27Q: 3 clusters Score -2.227042e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -22270420.000000 Penalty: 14085.826172
	Iteration 28Q: 3 clusters Score -2.227042e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -22270438.000000 Penalty: 14085.826172
	Iteration 29Q: 3 clusters Score -2.227044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96932 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -22270436.000000 Penalty: 14085.826172
	Iteration 30Q: 3 clusters Score -2.227044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -22270446.000000 Penalty: 14085.826172
	Iteration 31Q: 3 clusters Score -2.227045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -22270454.000000 Penalty: 14085.826172
	Iteration 32Q: 3 clusters Score -2.227045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -22270490.000000 Penalty: 14085.826172
	Iteration 33Q: 3 clusters Score -2.227049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22270488.000000 Penalty: 14085.826172
	Iteration 34Q: 3 clusters Score -2.227049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22270476.000000 Penalty: 14085.826172
	Iteration 35Q: 3 clusters Score -2.227048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -22270480.000000 Penalty: 14085.826172
	Iteration 36Q: 3 clusters Score -2.227048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -22270480.000000 Penalty: 14085.826172
	Iteration 37Q: 3 clusters Score -2.227048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96974 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22270476.000000 Penalty: 14085.826172
	Iteration 38Q: 3 clusters Score -2.227048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96975 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -22270480.000000 Penalty: 14085.826172
	Iteration 39Q: 3 clusters Score -2.227048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -22270492.000000 Penalty: 14085.826172
	Iteration 40F: 3 clusters Score -2.227049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -22270488.000000 Penalty: 14085.826172
	Iteration 41Q: 3 clusters Score -2.227049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -22270460.000000 Penalty: 14085.826172
	Iteration 42Q: 3 clusters Score -2.227046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -22270470.000000 Penalty: 14085.826172
	Iteration 43Q: 3 clusters Score -2.227047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -22270466.000000 Penalty: 14085.826172
	Iteration 44Q: 3 clusters Score -2.227047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -22270472.000000 Penalty: 14085.826172
	Iteration 45Q: 3 clusters Score -2.227047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -22270472.000000 Penalty: 14085.826172
	Iteration 46Q: 3 clusters Score -2.227047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -22270472.000000 Penalty: 14085.826172
	Iteration 47F: 3 clusters Score -2.227047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Entering Unmasked Estep 
Score: -3236748.250000 Penalty: 5856.972656
	Iteration 0F: 2 clusters Score -3236748 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 7160 members 
Entering Unmasked Estep 
Score: -3223826.000000 Penalty: 11713.945312
	Iteration 0F: 3 clusters Score -3223826 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3226903.500000 Penalty: 11713.945312
	Iteration 1F: 3 clusters Score -3226904 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3227405.000000 Penalty: 11713.945312
	Iteration 2F: 3 clusters Score -3227405 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3227665.000000 Penalty: 11713.945312
	Iteration 3Q: 3 clusters Score -3227665 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3227830.500000 Penalty: 11713.945312
	Iteration 4Q: 3 clusters Score -3227830 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -3227966.250000 Penalty: 11713.945312
	Iteration 5Q: 3 clusters Score -3227966 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3228053.250000 Penalty: 11713.945312
	Iteration 6Q: 3 clusters Score -3228053 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3228132.500000 Penalty: 11713.945312
	Iteration 7Q: 3 clusters Score -3228132 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3228217.750000 Penalty: 11713.945312
	Iteration 8Q: 3 clusters Score -3228218 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3228270.750000 Penalty: 11713.945312
	Iteration 9Q: 3 clusters Score -3228271 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3228312.000000 Penalty: 11713.945312
	Iteration 10Q: 3 clusters Score -3228312 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3228367.750000 Penalty: 11713.945312
	Iteration 11Q: 3 clusters Score -3228368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3228406.750000 Penalty: 11713.945312
	Iteration 12Q: 3 clusters Score -3228407 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3228449.000000 Penalty: 11713.945312
	Iteration 13Q: 3 clusters Score -3228449 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -3228487.500000 Penalty: 11713.945312
	Iteration 14Q: 3 clusters Score -3228488 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3228520.000000 Penalty: 11713.945312
	Iteration 15Q: 3 clusters Score -3228520 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3228568.000000 Penalty: 11713.945312
	Iteration 16Q: 3 clusters Score -3228568 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3228602.500000 Penalty: 11713.945312
	Iteration 17Q: 3 clusters Score -3228602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3228642.750000 Penalty: 11713.945312
	Iteration 18Q: 3 clusters Score -3228643 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3228688.500000 Penalty: 11713.945312
	Iteration 19Q: 3 clusters Score -3228688 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3228719.500000 Penalty: 11713.945312
	Iteration 20F: 3 clusters Score -3228720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3228753.000000 Penalty: 11713.945312
	Iteration 21Q: 3 clusters Score -3228753 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3228801.750000 Penalty: 11713.945312
	Iteration 22Q: 3 clusters Score -3228802 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3228836.250000 Penalty: 11713.945312
	Iteration 23Q: 3 clusters Score -3228836 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -3228855.250000 Penalty: 11713.945312
	Iteration 24Q: 3 clusters Score -3228855 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3228907.000000 Penalty: 11713.945312
	Iteration 25Q: 3 clusters Score -3228907 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3228945.250000 Penalty: 11713.945312
	Iteration 26Q: 3 clusters Score -3228945 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3228972.750000 Penalty: 11713.945312
	Iteration 27Q: 3 clusters Score -3228973 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3229026.250000 Penalty: 11713.945312
	Iteration 28Q: 3 clusters Score -3229026 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3229076.000000 Penalty: 11713.945312
	Iteration 29Q: 3 clusters Score -3229076 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3229142.750000 Penalty: 11713.945312
	Iteration 30Q: 3 clusters Score -3229143 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3229212.250000 Penalty: 11713.945312
	Iteration 31Q: 3 clusters Score -3229212 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -3229274.250000 Penalty: 11713.945312
	Iteration 32Q: 3 clusters Score -3229274 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3229348.500000 Penalty: 11713.945312
	Iteration 33Q: 3 clusters Score -3229348 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3229409.750000 Penalty: 11713.945312
	Iteration 34Q: 3 clusters Score -3229410 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3229465.250000 Penalty: 11713.945312
	Iteration 35Q: 3 clusters Score -3229465 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3229528.750000 Penalty: 11713.945312
	Iteration 36Q: 3 clusters Score -3229529 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3229587.250000 Penalty: 11713.945312
	Iteration 37Q: 3 clusters Score -3229587 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3229645.000000 Penalty: 11713.945312
	Iteration 38Q: 3 clusters Score -3229645 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3229725.000000 Penalty: 11713.945312
	Iteration 39Q: 3 clusters Score -3229725 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3229793.250000 Penalty: 11713.945312
	Iteration 40F: 3 clusters Score -3229793 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3229891.750000 Penalty: 11713.945312
	Iteration 41Q: 3 clusters Score -3229892 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3229997.500000 Penalty: 11713.945312
	Iteration 42Q: 3 clusters Score -3229998 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3230106.750000 Penalty: 11713.945312
	Iteration 43Q: 3 clusters Score -3230107 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3230214.000000 Penalty: 11713.945312
	Iteration 44Q: 3 clusters Score -3230214 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3230318.750000 Penalty: 11713.945312
	Iteration 45Q: 3 clusters Score -3230319 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3230403.000000 Penalty: 11713.945312
	Iteration 46Q: 3 clusters Score -3230403 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3230481.750000 Penalty: 11713.945312
	Iteration 47Q: 3 clusters Score -3230482 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3230581.750000 Penalty: 11713.945312
	Iteration 48Q: 3 clusters Score -3230582 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3230684.250000 Penalty: 11713.945312
	Iteration 49Q: 3 clusters Score -3230684 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3230781.000000 Penalty: 11713.945312
	Iteration 50Q: 3 clusters Score -3230781 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3230860.250000 Penalty: 11713.945312
	Iteration 51Q: 3 clusters Score -3230860 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3230946.000000 Penalty: 11713.945312
	Iteration 52Q: 3 clusters Score -3230946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3231008.250000 Penalty: 11713.945312
	Iteration 53Q: 3 clusters Score -3231008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3231053.250000 Penalty: 11713.945312
	Iteration 54Q: 3 clusters Score -3231053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3231100.250000 Penalty: 11713.945312
	Iteration 55Q: 3 clusters Score -3231100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3231153.500000 Penalty: 11713.945312
	Iteration 56Q: 3 clusters Score -3231154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3231199.250000 Penalty: 11713.945312
	Iteration 57Q: 3 clusters Score -3231199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3231223.000000 Penalty: 11713.945312
	Iteration 58Q: 3 clusters Score -3231223 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3231255.000000 Penalty: 11713.945312
	Iteration 59Q: 3 clusters Score -3231255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3231281.250000 Penalty: 11713.945312
	Iteration 60F: 3 clusters Score -3231281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3231304.000000 Penalty: 11713.945312
	Iteration 61Q: 3 clusters Score -3231304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3231323.500000 Penalty: 11713.945312
	Iteration 62Q: 3 clusters Score -3231324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3231351.750000 Penalty: 11713.945312
	Iteration 63Q: 3 clusters Score -3231352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3231363.000000 Penalty: 11713.945312
	Iteration 64Q: 3 clusters Score -3231363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3231377.000000 Penalty: 11713.945312
	Iteration 65Q: 3 clusters Score -3231377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3231385.000000 Penalty: 11713.945312
	Iteration 66Q: 3 clusters Score -3231385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3231393.750000 Penalty: 11713.945312
	Iteration 67Q: 3 clusters Score -3231394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3231403.750000 Penalty: 11713.945312
	Iteration 68Q: 3 clusters Score -3231404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3231428.000000 Penalty: 11713.945312
	Iteration 69Q: 3 clusters Score -3231428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3231432.750000 Penalty: 11713.945312
	Iteration 70Q: 3 clusters Score -3231433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3231439.250000 Penalty: 11713.945312
	Iteration 71Q: 3 clusters Score -3231439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3231440.250000 Penalty: 11713.945312
	Iteration 72Q: 3 clusters Score -3231440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3231454.750000 Penalty: 11713.945312
	Iteration 73Q: 3 clusters Score -3231455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3231458.500000 Penalty: 11713.945312
	Iteration 74Q: 3 clusters Score -3231458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3231466.500000 Penalty: 11713.945312
	Iteration 75Q: 3 clusters Score -3231466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3231475.250000 Penalty: 11713.945312
	Iteration 76Q: 3 clusters Score -3231475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3231478.500000 Penalty: 11713.945312
	Iteration 77Q: 3 clusters Score -3231478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3231484.750000 Penalty: 11713.945312
	Iteration 78Q: 3 clusters Score -3231485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3231483.750000 Penalty: 11713.945312
	Iteration 79Q: 3 clusters Score -3231484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3231488.750000 Penalty: 11713.945312
	Iteration 80F: 3 clusters Score -3231489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3231493.250000 Penalty: 11713.945312
	Iteration 81Q: 3 clusters Score -3231493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3231501.250000 Penalty: 11713.945312
	Iteration 82Q: 3 clusters Score -3231501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3231497.000000 Penalty: 11713.945312
	Iteration 83Q: 3 clusters Score -3231497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3231496.500000 Penalty: 11713.945312
	Iteration 84Q: 3 clusters Score -3231496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3231502.000000 Penalty: 11713.945312
	Iteration 85Q: 3 clusters Score -3231502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3231499.750000 Penalty: 11713.945312
	Iteration 86Q: 3 clusters Score -3231500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3231503.500000 Penalty: 11713.945312
	Iteration 87Q: 3 clusters Score -3231504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3231511.000000 Penalty: 11713.945312
	Iteration 88Q: 3 clusters Score -3231511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3231514.250000 Penalty: 11713.945312
	Iteration 89Q: 3 clusters Score -3231514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3231515.000000 Penalty: 11713.945312
	Iteration 90Q: 3 clusters Score -3231515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3231514.000000 Penalty: 11713.945312
	Iteration 91Q: 3 clusters Score -3231514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3231516.250000 Penalty: 11713.945312
	Iteration 92Q: 3 clusters Score -3231516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3231520.750000 Penalty: 11713.945312
	Iteration 93Q: 3 clusters Score -3231521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3231525.750000 Penalty: 11713.945312
	Iteration 94Q: 3 clusters Score -3231526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3231519.000000 Penalty: 11713.945312
	Iteration 95Q: 3 clusters Score -3231519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3231527.000000 Penalty: 11713.945312
	Iteration 96Q: 3 clusters Score -3231527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3231527.250000 Penalty: 11713.945312
	Iteration 97Q: 3 clusters Score -3231527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3231530.000000 Penalty: 11713.945312
	Iteration 98Q: 3 clusters Score -3231530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3231527.000000 Penalty: 11713.945312
	Iteration 99Q: 3 clusters Score -3231527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3231532.750000 Penalty: 11713.945312
	Iteration 100F: 3 clusters Score -3231533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3231532.500000 Penalty: 11713.945312
	Iteration 101Q: 3 clusters Score -3231532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3231540.250000 Penalty: 11713.945312
	Iteration 102Q: 3 clusters Score -3231540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3231540.500000 Penalty: 11713.945312
	Iteration 103Q: 3 clusters Score -3231540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3231544.500000 Penalty: 11713.945312
	Iteration 104Q: 3 clusters Score -3231544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3231552.250000 Penalty: 11713.945312
	Iteration 105Q: 3 clusters Score -3231552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3231554.750000 Penalty: 11713.945312
	Iteration 106Q: 3 clusters Score -3231555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3231559.000000 Penalty: 11713.945312
	Iteration 107Q: 3 clusters Score -3231559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3231557.000000 Penalty: 11713.945312
	Iteration 108Q: 3 clusters Score -3231557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3231557.250000 Penalty: 11713.945312
	Iteration 109Q: 3 clusters Score -3231557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3231556.500000 Penalty: 11713.945312
	Iteration 110Q: 3 clusters Score -3231556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3231563.250000 Penalty: 11713.945312
	Iteration 111Q: 3 clusters Score -3231563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3231565.250000 Penalty: 11713.945312
	Iteration 112Q: 3 clusters Score -3231565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3231565.000000 Penalty: 11713.945312
	Iteration 113Q: 3 clusters Score -3231565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3231565.000000 Penalty: 11713.945312
	Iteration 114F: 3 clusters Score -3231565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (74401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Entering Unmasked Estep 
Score: -16987540.000000 Penalty: 6870.550293
	Iteration 0F: 2 clusters Score -1.698754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -16936020.000000 Penalty: 13741.100586
	Iteration 0F: 3 clusters Score -1.693602e+07 nChanged 33618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -16954222.000000 Penalty: 13741.100586
	Iteration 1F: 3 clusters Score -1.695422e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -16955438.000000 Penalty: 13741.100586
	Iteration 2Q: 3 clusters Score -1.695544e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -16956410.000000 Penalty: 13741.100586
	Iteration 3Q: 3 clusters Score -1.695641e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -16957470.000000 Penalty: 13741.100586
	Iteration 4Q: 3 clusters Score -1.695747e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -16958558.000000 Penalty: 13741.100586
	Iteration 5Q: 3 clusters Score -1.695856e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -16960320.000000 Penalty: 13741.100586
	Iteration 6Q: 3 clusters Score -1.696032e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -16962104.000000 Penalty: 13741.100586
	Iteration 7F: 3 clusters Score -1.69621e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -16963872.000000 Penalty: 13741.100586
	Iteration 8F: 3 clusters Score -1.696387e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -16965850.000000 Penalty: 13741.100586
	Iteration 9F: 3 clusters Score -1.696585e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -16967444.000000 Penalty: 13741.100586
	Iteration 10Q: 3 clusters Score -1.696744e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -16968724.000000 Penalty: 13741.100586
	Iteration 11Q: 3 clusters Score -1.696872e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -16969614.000000 Penalty: 13741.100586
	Iteration 12Q: 3 clusters Score -1.696961e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -16970262.000000 Penalty: 13741.100586
	Iteration 13Q: 3 clusters Score -1.697026e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -16970644.000000 Penalty: 13741.100586
	Iteration 14Q: 3 clusters Score -1.697064e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -16971094.000000 Penalty: 13741.100586
	Iteration 15Q: 3 clusters Score -1.697109e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -16971546.000000 Penalty: 13741.100586
	Iteration 16Q: 3 clusters Score -1.697155e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -16972062.000000 Penalty: 13741.100586
	Iteration 17Q: 3 clusters Score -1.697206e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -16972574.000000 Penalty: 13741.100586
	Iteration 18Q: 3 clusters Score -1.697257e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -16973128.000000 Penalty: 13741.100586
	Iteration 19Q: 3 clusters Score -1.697313e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -16973734.000000 Penalty: 13741.100586
	Iteration 20F: 3 clusters Score -1.697373e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -16974590.000000 Penalty: 13741.100586
	Iteration 21Q: 3 clusters Score -1.697459e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -16975368.000000 Penalty: 13741.100586
	Iteration 22Q: 3 clusters Score -1.697537e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -16976198.000000 Penalty: 13741.100586
	Iteration 23Q: 3 clusters Score -1.69762e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -16977170.000000 Penalty: 13741.100586
	Iteration 24Q: 3 clusters Score -1.697717e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -16978186.000000 Penalty: 13741.100586
	Iteration 25Q: 3 clusters Score -1.697819e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -16978900.000000 Penalty: 13741.100586
	Iteration 26Q: 3 clusters Score -1.69789e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -16979592.000000 Penalty: 13741.100586
	Iteration 27Q: 3 clusters Score -1.697959e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70688 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -16980110.000000 Penalty: 13741.100586
	Iteration 28Q: 3 clusters Score -1.698011e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -16980624.000000 Penalty: 13741.100586
	Iteration 29Q: 3 clusters Score -1.698062e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -16980958.000000 Penalty: 13741.100586
	Iteration 30Q: 3 clusters Score -1.698096e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -16981148.000000 Penalty: 13741.100586
	Iteration 31Q: 3 clusters Score -1.698115e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -16981338.000000 Penalty: 13741.100586
	Iteration 32Q: 3 clusters Score -1.698134e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -16981456.000000 Penalty: 13741.100586
	Iteration 33Q: 3 clusters Score -1.698146e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -16981594.000000 Penalty: 13741.100586
	Iteration 34Q: 3 clusters Score -1.698159e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -16981704.000000 Penalty: 13741.100586
	Iteration 35Q: 3 clusters Score -1.69817e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -16981800.000000 Penalty: 13741.100586
	Iteration 36Q: 3 clusters Score -1.69818e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -16981896.000000 Penalty: 13741.100586
	Iteration 37Q: 3 clusters Score -1.69819e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -16981924.000000 Penalty: 13741.100586
	Iteration 38Q: 3 clusters Score -1.698192e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -16981980.000000 Penalty: 13741.100586
	Iteration 39Q: 3 clusters Score -1.698198e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -16982020.000000 Penalty: 13741.100586
	Iteration 40F: 3 clusters Score -1.698202e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -16982058.000000 Penalty: 13741.100586
	Iteration 41Q: 3 clusters Score -1.698206e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -16982086.000000 Penalty: 13741.100586
	Iteration 42Q: 3 clusters Score -1.698209e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -16982114.000000 Penalty: 13741.100586
	Iteration 43Q: 3 clusters Score -1.698211e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16982130.000000 Penalty: 13741.100586
	Iteration 44Q: 3 clusters Score -1.698213e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -16982124.000000 Penalty: 13741.100586
	Iteration 45Q: 3 clusters Score -1.698212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -16982152.000000 Penalty: 13741.100586
	Iteration 46Q: 3 clusters Score -1.698215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -16982152.000000 Penalty: 13741.100586
	Iteration 47Q: 3 clusters Score -1.698215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -16982148.000000 Penalty: 13741.100586
	Iteration 48Q: 3 clusters Score -1.698215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -16982152.000000 Penalty: 13741.100586
	Iteration 49Q: 3 clusters Score -1.698215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -16982170.000000 Penalty: 13741.100586
	Iteration 50Q: 3 clusters Score -1.698217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -16982180.000000 Penalty: 13741.100586
	Iteration 51Q: 3 clusters Score -1.698218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -16982178.000000 Penalty: 13741.100586
	Iteration 52Q: 3 clusters Score -1.698218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -16982176.000000 Penalty: 13741.100586
	Iteration 53Q: 3 clusters Score -1.698218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -16982162.000000 Penalty: 13741.100586
	Iteration 54Q: 3 clusters Score -1.698216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -16982178.000000 Penalty: 13741.100586
	Iteration 55Q: 3 clusters Score -1.698218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -16982188.000000 Penalty: 13741.100586
	Iteration 56Q: 3 clusters Score -1.698219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73110 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -16982190.000000 Penalty: 13741.100586
	Iteration 57Q: 3 clusters Score -1.698219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -16982190.000000 Penalty: 13741.100586
	Iteration 58Q: 3 clusters Score -1.698219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -16982198.000000 Penalty: 13741.100586
	Iteration 59Q: 3 clusters Score -1.69822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -16982200.000000 Penalty: 13741.100586
	Iteration 60F: 3 clusters Score -1.69822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -16982208.000000 Penalty: 13741.100586
	Iteration 61Q: 3 clusters Score -1.698221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16982182.000000 Penalty: 13741.100586
	Iteration 62Q: 3 clusters Score -1.698218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -16982194.000000 Penalty: 13741.100586
	Iteration 63Q: 3 clusters Score -1.698219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -16982192.000000 Penalty: 13741.100586
	Iteration 64Q: 3 clusters Score -1.698219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -16982210.000000 Penalty: 13741.100586
	Iteration 65Q: 3 clusters Score -1.698221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -16982220.000000 Penalty: 13741.100586
	Iteration 66Q: 3 clusters Score -1.698222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -16982220.000000 Penalty: 13741.100586
	Iteration 67F: 3 clusters Score -1.698222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (73574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Entering Unmasked Estep 
Score: -16848714.000000 Penalty: 6863.703613
	Iteration 0F: 2 clusters Score -1.684871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -16797906.000000 Penalty: 13727.407227
	Iteration 0F: 3 clusters Score -1.679791e+07 nChanged 33089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -16816022.000000 Penalty: 13727.407227
	Iteration 1F: 3 clusters Score -1.681602e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -16817004.000000 Penalty: 13727.407227
	Iteration 2Q: 3 clusters Score -1.6817e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -16817810.000000 Penalty: 13727.407227
	Iteration 3Q: 3 clusters Score -1.681781e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -16818650.000000 Penalty: 13727.407227
	Iteration 4Q: 3 clusters Score -1.681865e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -16819510.000000 Penalty: 13727.407227
	Iteration 5Q: 3 clusters Score -1.681951e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -16820372.000000 Penalty: 13727.407227
	Iteration 6Q: 3 clusters Score -1.682037e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -16821186.000000 Penalty: 13727.407227
	Iteration 7Q: 3 clusters Score -1.682119e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -16822236.000000 Penalty: 13727.407227
	Iteration 8Q: 3 clusters Score -1.682224e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -16823484.000000 Penalty: 13727.407227
	Iteration 9Q: 3 clusters Score -1.682348e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -16825182.000000 Penalty: 13727.407227
	Iteration 10Q: 3 clusters Score -1.682518e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -16827540.000000 Penalty: 13727.407227
	Iteration 11Q: 3 clusters Score -1.682754e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -16830318.000000 Penalty: 13727.407227
	Iteration 12Q: 3 clusters Score -1.683032e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -16832944.000000 Penalty: 13727.407227
	Iteration 13Q: 3 clusters Score -1.683294e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -16834758.000000 Penalty: 13727.407227
	Iteration 14Q: 3 clusters Score -1.683476e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -16835944.000000 Penalty: 13727.407227
	Iteration 15Q: 3 clusters Score -1.683594e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -16836764.000000 Penalty: 13727.407227
	Iteration 16Q: 3 clusters Score -1.683676e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -16837196.000000 Penalty: 13727.407227
	Iteration 17Q: 3 clusters Score -1.68372e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -16837532.000000 Penalty: 13727.407227
	Iteration 18Q: 3 clusters Score -1.683753e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -16837776.000000 Penalty: 13727.407227
	Iteration 19Q: 3 clusters Score -1.683778e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -16837850.000000 Penalty: 13727.407227
	Iteration 20F: 3 clusters Score -1.683785e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -16837984.000000 Penalty: 13727.407227
	Iteration 21Q: 3 clusters Score -1.683798e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -16838166.000000 Penalty: 13727.407227
	Iteration 22Q: 3 clusters Score -1.683817e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -16838246.000000 Penalty: 13727.407227
	Iteration 23Q: 3 clusters Score -1.683825e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -16838356.000000 Penalty: 13727.407227
	Iteration 24Q: 3 clusters Score -1.683836e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -16838458.000000 Penalty: 13727.407227
	Iteration 25Q: 3 clusters Score -1.683846e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57418 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -16838532.000000 Penalty: 13727.407227
	Iteration 26Q: 3 clusters Score -1.683853e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -16838610.000000 Penalty: 13727.407227
	Iteration 27Q: 3 clusters Score -1.683861e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -16838748.000000 Penalty: 13727.407227
	Iteration 28Q: 3 clusters Score -1.683875e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -16838840.000000 Penalty: 13727.407227
	Iteration 29Q: 3 clusters Score -1.683884e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -16838920.000000 Penalty: 13727.407227
	Iteration 30Q: 3 clusters Score -1.683892e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -16839074.000000 Penalty: 13727.407227
	Iteration 31Q: 3 clusters Score -1.683907e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -16839160.000000 Penalty: 13727.407227
	Iteration 32Q: 3 clusters Score -1.683916e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -16839446.000000 Penalty: 13727.407227
	Iteration 33Q: 3 clusters Score -1.683945e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -16839692.000000 Penalty: 13727.407227
	Iteration 34Q: 3 clusters Score -1.683969e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61146 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -16840066.000000 Penalty: 13727.407227
	Iteration 35Q: 3 clusters Score -1.684007e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -16840398.000000 Penalty: 13727.407227
	Iteration 36Q: 3 clusters Score -1.68404e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -16840818.000000 Penalty: 13727.407227
	Iteration 37Q: 3 clusters Score -1.684082e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -16841374.000000 Penalty: 13727.407227
	Iteration 38Q: 3 clusters Score -1.684137e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -16841832.000000 Penalty: 13727.407227
	Iteration 39Q: 3 clusters Score -1.684183e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -16842244.000000 Penalty: 13727.407227
	Iteration 40F: 3 clusters Score -1.684224e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -16842584.000000 Penalty: 13727.407227
	Iteration 41Q: 3 clusters Score -1.684258e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -16842726.000000 Penalty: 13727.407227
	Iteration 42Q: 3 clusters Score -1.684273e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -16842902.000000 Penalty: 13727.407227
	Iteration 43Q: 3 clusters Score -1.68429e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -16843028.000000 Penalty: 13727.407227
	Iteration 44Q: 3 clusters Score -1.684303e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -16843128.000000 Penalty: 13727.407227
	Iteration 45Q: 3 clusters Score -1.684313e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -16843226.000000 Penalty: 13727.407227
	Iteration 46Q: 3 clusters Score -1.684323e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -16843258.000000 Penalty: 13727.407227
	Iteration 47Q: 3 clusters Score -1.684326e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -16843310.000000 Penalty: 13727.407227
	Iteration 48Q: 3 clusters Score -1.684331e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -16843308.000000 Penalty: 13727.407227
	Iteration 49Q: 3 clusters Score -1.684331e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -16843314.000000 Penalty: 13727.407227
	Iteration 50Q: 3 clusters Score -1.684331e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -16843320.000000 Penalty: 13727.407227
	Iteration 51Q: 3 clusters Score -1.684332e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -16843320.000000 Penalty: 13727.407227
	Iteration 52Q: 3 clusters Score -1.684332e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -16843310.000000 Penalty: 13727.407227
	Iteration 53Q: 3 clusters Score -1.684331e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -16843338.000000 Penalty: 13727.407227
	Iteration 54Q: 3 clusters Score -1.684334e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -16843344.000000 Penalty: 13727.407227
	Iteration 55Q: 3 clusters Score -1.684334e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -16843346.000000 Penalty: 13727.407227
	Iteration 56Q: 3 clusters Score -1.684335e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -16843370.000000 Penalty: 13727.407227
	Iteration 57Q: 3 clusters Score -1.684337e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -16843394.000000 Penalty: 13727.407227
	Iteration 58Q: 3 clusters Score -1.684339e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -16843416.000000 Penalty: 13727.407227
	Iteration 59Q: 3 clusters Score -1.684342e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -16843446.000000 Penalty: 13727.407227
	Iteration 60F: 3 clusters Score -1.684345e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -16843466.000000 Penalty: 13727.407227
	Iteration 61Q: 3 clusters Score -1.684347e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -16843448.000000 Penalty: 13727.407227
	Iteration 62Q: 3 clusters Score -1.684345e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -16843476.000000 Penalty: 13727.407227
	Iteration 63Q: 3 clusters Score -1.684348e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -16843464.000000 Penalty: 13727.407227
	Iteration 64Q: 3 clusters Score -1.684346e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -16843474.000000 Penalty: 13727.407227
	Iteration 65Q: 3 clusters Score -1.684347e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -16843456.000000 Penalty: 13727.407227
	Iteration 66Q: 3 clusters Score -1.684346e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -16843476.000000 Penalty: 13727.407227
	Iteration 67Q: 3 clusters Score -1.684348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -16843492.000000 Penalty: 13727.407227
	Iteration 68Q: 3 clusters Score -1.684349e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -16843506.000000 Penalty: 13727.407227
	Iteration 69Q: 3 clusters Score -1.684351e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -16843526.000000 Penalty: 13727.407227
	Iteration 70Q: 3 clusters Score -1.684353e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -16843500.000000 Penalty: 13727.407227
	Iteration 71Q: 3 clusters Score -1.68435e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -16843512.000000 Penalty: 13727.407227
	Iteration 72Q: 3 clusters Score -1.684351e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -16843532.000000 Penalty: 13727.407227
	Iteration 73Q: 3 clusters Score -1.684353e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -16843542.000000 Penalty: 13727.407227
	Iteration 74Q: 3 clusters Score -1.684354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -16843568.000000 Penalty: 13727.407227
	Iteration 75Q: 3 clusters Score -1.684357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -16843584.000000 Penalty: 13727.407227
	Iteration 76Q: 3 clusters Score -1.684358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -16843588.000000 Penalty: 13727.407227
	Iteration 77Q: 3 clusters Score -1.684359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -16843582.000000 Penalty: 13727.407227
	Iteration 78Q: 3 clusters Score -1.684358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -16843588.000000 Penalty: 13727.407227
	Iteration 79Q: 3 clusters Score -1.684359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -16843584.000000 Penalty: 13727.407227
	Iteration 80F: 3 clusters Score -1.684358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -16843592.000000 Penalty: 13727.407227
	Iteration 81Q: 3 clusters Score -1.684359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -16843600.000000 Penalty: 13727.407227
	Iteration 82Q: 3 clusters Score -1.68436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -16843596.000000 Penalty: 13727.407227
	Iteration 83Q: 3 clusters Score -1.68436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -16843590.000000 Penalty: 13727.407227
	Iteration 84Q: 3 clusters Score -1.684359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -16843584.000000 Penalty: 13727.407227
	Iteration 85Q: 3 clusters Score -1.684358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -16843602.000000 Penalty: 13727.407227
	Iteration 86Q: 3 clusters Score -1.68436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -16843590.000000 Penalty: 13727.407227
	Iteration 87Q: 3 clusters Score -1.684359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -16843596.000000 Penalty: 13727.407227
	Iteration 88Q: 3 clusters Score -1.68436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -16843588.000000 Penalty: 13727.407227
	Iteration 89Q: 3 clusters Score -1.684359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -16843588.000000 Penalty: 13727.407227
	Iteration 90F: 3 clusters Score -1.684359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Entering Unmasked Estep 
Score: -3267879.250000 Penalty: 5883.318848
	Iteration 0F: 2 clusters Score -3267879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3254688.750000 Penalty: 11766.637695
	Iteration 0F: 3 clusters Score -3254689 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3258032.500000 Penalty: 11766.637695
	Iteration 1F: 3 clusters Score -3258032 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3258934.000000 Penalty: 11766.637695
	Iteration 2F: 3 clusters Score -3258934 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3259813.000000 Penalty: 11766.637695
	Iteration 3F: 3 clusters Score -3259813 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3260635.000000 Penalty: 11766.637695
	Iteration 4F: 3 clusters Score -3260635 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3261436.750000 Penalty: 11766.637695
	Iteration 5F: 3 clusters Score -3261437 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -3262129.500000 Penalty: 11766.637695
	Iteration 6F: 3 clusters Score -3262130 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3262617.500000 Penalty: 11766.637695
	Iteration 7Q: 3 clusters Score -3262618 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3263019.250000 Penalty: 11766.637695
	Iteration 8Q: 3 clusters Score -3263019 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3263326.750000 Penalty: 11766.637695
	Iteration 9Q: 3 clusters Score -3263327 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3263551.750000 Penalty: 11766.637695
	Iteration 10Q: 3 clusters Score -3263552 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3263758.000000 Penalty: 11766.637695
	Iteration 11Q: 3 clusters Score -3263758 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3263922.500000 Penalty: 11766.637695
	Iteration 12Q: 3 clusters Score -3263922 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3264076.250000 Penalty: 11766.637695
	Iteration 13Q: 3 clusters Score -3264076 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3264174.500000 Penalty: 11766.637695
	Iteration 14Q: 3 clusters Score -3264174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3264261.250000 Penalty: 11766.637695
	Iteration 15Q: 3 clusters Score -3264261 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3264322.250000 Penalty: 11766.637695
	Iteration 16Q: 3 clusters Score -3264322 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3264373.250000 Penalty: 11766.637695
	Iteration 17Q: 3 clusters Score -3264373 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3264429.250000 Penalty: 11766.637695
	Iteration 18Q: 3 clusters Score -3264429 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3264472.000000 Penalty: 11766.637695
	Iteration 19Q: 3 clusters Score -3264472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3264500.500000 Penalty: 11766.637695
	Iteration 20F: 3 clusters Score -3264500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3264524.250000 Penalty: 11766.637695
	Iteration 21Q: 3 clusters Score -3264524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3264539.250000 Penalty: 11766.637695
	Iteration 22Q: 3 clusters Score -3264539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -3264565.000000 Penalty: 11766.637695
	Iteration 23Q: 3 clusters Score -3264565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3264561.000000 Penalty: 11766.637695
	Iteration 24Q: 3 clusters Score -3264561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3264569.250000 Penalty: 11766.637695
	Iteration 25Q: 3 clusters Score -3264569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3264573.500000 Penalty: 11766.637695
	Iteration 26Q: 3 clusters Score -3264574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3264575.500000 Penalty: 11766.637695
	Iteration 27Q: 3 clusters Score -3264576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3264581.250000 Penalty: 11766.637695
	Iteration 28Q: 3 clusters Score -3264581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3264585.250000 Penalty: 11766.637695
	Iteration 29Q: 3 clusters Score -3264585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3264597.000000 Penalty: 11766.637695
	Iteration 30Q: 3 clusters Score -3264597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3264594.250000 Penalty: 11766.637695
	Iteration 31Q: 3 clusters Score -3264594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3264605.000000 Penalty: 11766.637695
	Iteration 32Q: 3 clusters Score -3264605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3264598.750000 Penalty: 11766.637695
	Iteration 33Q: 3 clusters Score -3264599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3264604.250000 Penalty: 11766.637695
	Iteration 34Q: 3 clusters Score -3264604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3264600.750000 Penalty: 11766.637695
	Iteration 35Q: 3 clusters Score -3264601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3264600.750000 Penalty: 11766.637695
	Iteration 36F: 3 clusters Score -3264601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (93955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93955 members 
Entering Unmasked Estep 
Score: -21646274.000000 Penalty: 7013.474609
	Iteration 0F: 2 clusters Score -2.164627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -21583266.000000 Penalty: 14026.949219
	Iteration 0F: 3 clusters Score -2.158327e+07 nChanged 42491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -21606450.000000 Penalty: 14026.949219
	Iteration 1F: 3 clusters Score -2.160645e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -21607644.000000 Penalty: 14026.949219
	Iteration 2Q: 3 clusters Score -2.160764e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -21609142.000000 Penalty: 14026.949219
	Iteration 3Q: 3 clusters Score -2.160914e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -21610778.000000 Penalty: 14026.949219
	Iteration 4Q: 3 clusters Score -2.161078e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -21613272.000000 Penalty: 14026.949219
	Iteration 5F: 3 clusters Score -2.161327e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -21617282.000000 Penalty: 14026.949219
	Iteration 6F: 3 clusters Score -2.161728e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -21622538.000000 Penalty: 14026.949219
	Iteration 7F: 3 clusters Score -2.162254e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -21628178.000000 Penalty: 14026.949219
	Iteration 8F: 3 clusters Score -2.162818e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -21632616.000000 Penalty: 14026.949219
	Iteration 9F: 3 clusters Score -2.163262e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -21635802.000000 Penalty: 14026.949219
	Iteration 10Q: 3 clusters Score -2.16358e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -21637510.000000 Penalty: 14026.949219
	Iteration 11Q: 3 clusters Score -2.163751e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 91668 members 
Entering Unmasked Estep 
Score: -21638584.000000 Penalty: 14026.949219
	Iteration 12Q: 3 clusters Score -2.163858e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 92295 members 
Entering Unmasked Estep 
Score: -21639224.000000 Penalty: 14026.949219
	Iteration 13Q: 3 clusters Score -2.163922e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 92635 members 
Entering Unmasked Estep 
Score: -21639558.000000 Penalty: 14026.949219
	Iteration 14Q: 3 clusters Score -2.163956e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -21639750.000000 Penalty: 14026.949219
	Iteration 15Q: 3 clusters Score -2.163975e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -21639826.000000 Penalty: 14026.949219
	Iteration 16Q: 3 clusters Score -2.163983e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -21639936.000000 Penalty: 14026.949219
	Iteration 17Q: 3 clusters Score -2.163994e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -21640000.000000 Penalty: 14026.949219
	Iteration 18Q: 3 clusters Score -2.164e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 93059 members 
Entering Unmasked Estep 
Score: -21640056.000000 Penalty: 14026.949219
	Iteration 19Q: 3 clusters Score -2.164006e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -21640086.000000 Penalty: 14026.949219
	Iteration 20F: 3 clusters Score -2.164009e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -21640094.000000 Penalty: 14026.949219
	Iteration 21Q: 3 clusters Score -2.164009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -21640132.000000 Penalty: 14026.949219
	Iteration 22Q: 3 clusters Score -2.164013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -21640114.000000 Penalty: 14026.949219
	Iteration 23Q: 3 clusters Score -2.164011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 93114 members 
Entering Unmasked Estep 
Score: -21640126.000000 Penalty: 14026.949219
	Iteration 24Q: 3 clusters Score -2.164013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -21640120.000000 Penalty: 14026.949219
	Iteration 25Q: 3 clusters Score -2.164012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -21640126.000000 Penalty: 14026.949219
	Iteration 26Q: 3 clusters Score -2.164013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -21640126.000000 Penalty: 14026.949219
	Iteration 27F: 3 clusters Score -2.164013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144787 members 
Mstep: Class 3 contains 32662 members 
Mstep: Class 4 contains 62114 members 
Mstep: Class 5 contains 63415 members 
Mstep: Class 6 contains 9608 members 
Mstep: Class 7 contains 20533 members 
Mstep: Class 8 contains 17335 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36947 members 
Mstep: Class 11 contains 123715 members 
Mstep: Class 12 contains 45560 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 14015 members 
Mstep: Class 15 contains 15868 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 29933 members 
Mstep: Class 18 contains 9798 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72131 members 
Mstep: Class 21 contains 117427 members 
Mstep: Class 22 contains 98581 members 
Mstep: Class 23 contains 14220 members 
Mstep: Class 24 contains 74401 members 
Mstep: Class 25 contains 73574 members 
Mstep: Class 26 contains 14845 members 
Mstep: Class 27 contains 93955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433312.000000 Penalty: 231727.812500
Iteration 119Q: 28 clusters Score -2.724333e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144785 members 
Mstep: Class 3 contains 32657 members 
Mstep: Class 4 contains 62115 members 
Mstep: Class 5 contains 63418 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 20530 members 
Mstep: Class 8 contains 17336 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36947 members 
Mstep: Class 11 contains 123716 members 
Mstep: Class 12 contains 45493 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 14023 members 
Mstep: Class 15 contains 15869 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 9802 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72135 members 
Mstep: Class 21 contains 117427 members 
Mstep: Class 22 contains 98571 members 
Mstep: Class 23 contains 14225 members 
Mstep: Class 24 contains 74410 members 
Mstep: Class 25 contains 73595 members 
Mstep: Class 26 contains 14841 members 
Mstep: Class 27 contains 93988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433248.000000 Penalty: 231727.812500
Iteration 120F: 28 clusters Score -2.724332e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144787 members 
Mstep: Class 3 contains 32657 members 
Mstep: Class 4 contains 62116 members 
Mstep: Class 5 contains 63424 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 20531 members 
Mstep: Class 8 contains 17339 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36943 members 
Mstep: Class 11 contains 123718 members 
Mstep: Class 12 contains 45425 members 
Mstep: Class 13 contains 13167 members 
Mstep: Class 14 contains 14030 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 16 contains 9287 members 
Mstep: Class 17 contains 29936 members 
Mstep: Class 18 contains 9808 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72135 members 
Mstep: Class 21 contains 117425 members 
Mstep: Class 22 contains 98555 members 
Mstep: Class 23 contains 14233 members 
Mstep: Class 24 contains 74416 members 
Mstep: Class 25 contains 73620 members 
Mstep: Class 26 contains 14839 members 
Mstep: Class 27 contains 94013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433024.000000 Penalty: 231727.812500
Iteration 121Q: 28 clusters Score -2.72433e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144789 members 
Mstep: Class 3 contains 32654 members 
Mstep: Class 4 contains 62120 members 
Mstep: Class 5 contains 63427 members 
Mstep: Class 6 contains 9599 members 
Mstep: Class 7 contains 20532 members 
Mstep: Class 8 contains 17341 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36940 members 
Mstep: Class 11 contains 123716 members 
Mstep: Class 12 contains 45383 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 14036 members 
Mstep: Class 15 contains 15875 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 29938 members 
Mstep: Class 18 contains 9815 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72135 members 
Mstep: Class 21 contains 117428 members 
Mstep: Class 22 contains 98542 members 
Mstep: Class 23 contains 14235 members 
Mstep: Class 24 contains 74423 members 
Mstep: Class 25 contains 73634 members 
Mstep: Class 26 contains 14834 members 
Mstep: Class 27 contains 94032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433216.000000 Penalty: 231727.812500
Iteration 122Q: 28 clusters Score -2.724332e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144786 members 
Mstep: Class 3 contains 32653 members 
Mstep: Class 4 contains 62120 members 
Mstep: Class 5 contains 63421 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 20541 members 
Mstep: Class 8 contains 17344 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36942 members 
Mstep: Class 11 contains 123715 members 
Mstep: Class 12 contains 45330 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 14037 members 
Mstep: Class 15 contains 15878 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 29939 members 
Mstep: Class 18 contains 9822 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72137 members 
Mstep: Class 21 contains 117427 members 
Mstep: Class 22 contains 98534 members 
Mstep: Class 23 contains 14242 members 
Mstep: Class 24 contains 74426 members 
Mstep: Class 25 contains 73649 members 
Mstep: Class 26 contains 14831 members 
Mstep: Class 27 contains 94062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433216.000000 Penalty: 231727.812500
Iteration 123Q: 28 clusters Score -2.724332e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144784 members 
Mstep: Class 3 contains 32656 members 
Mstep: Class 4 contains 62126 members 
Mstep: Class 5 contains 63425 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 17346 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36936 members 
Mstep: Class 11 contains 123711 members 
Mstep: Class 12 contains 45269 members 
Mstep: Class 13 contains 13157 members 
Mstep: Class 14 contains 14036 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 29941 members 
Mstep: Class 18 contains 9826 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72145 members 
Mstep: Class 21 contains 117425 members 
Mstep: Class 22 contains 98527 members 
Mstep: Class 23 contains 14247 members 
Mstep: Class 24 contains 74430 members 
Mstep: Class 25 contains 73659 members 
Mstep: Class 26 contains 14830 members 
Mstep: Class 27 contains 94097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433088.000000 Penalty: 231727.812500
Iteration 124Q: 28 clusters Score -2.724331e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144784 members 
Mstep: Class 3 contains 32651 members 
Mstep: Class 4 contains 62121 members 
Mstep: Class 5 contains 63434 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 17345 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36935 members 
Mstep: Class 11 contains 123711 members 
Mstep: Class 12 contains 45223 members 
Mstep: Class 13 contains 13154 members 
Mstep: Class 14 contains 14037 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 29940 members 
Mstep: Class 18 contains 9834 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72145 members 
Mstep: Class 21 contains 117428 members 
Mstep: Class 22 contains 98518 members 
Mstep: Class 23 contains 14252 members 
Mstep: Class 24 contains 74432 members 
Mstep: Class 25 contains 73675 members 
Mstep: Class 26 contains 14829 members 
Mstep: Class 27 contains 94120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433280.000000 Penalty: 231727.812500
Iteration 125Q: 28 clusters Score -2.724333e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144787 members 
Mstep: Class 3 contains 32653 members 
Mstep: Class 4 contains 62124 members 
Mstep: Class 5 contains 63437 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 20563 members 
Mstep: Class 8 contains 17344 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36934 members 
Mstep: Class 11 contains 123710 members 
Mstep: Class 12 contains 45182 members 
Mstep: Class 13 contains 13147 members 
Mstep: Class 14 contains 14037 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 9287 members 
Mstep: Class 17 contains 29942 members 
Mstep: Class 18 contains 9838 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72148 members 
Mstep: Class 21 contains 117424 members 
Mstep: Class 22 contains 98502 members 
Mstep: Class 23 contains 14257 members 
Mstep: Class 24 contains 74433 members 
Mstep: Class 25 contains 73682 members 
Mstep: Class 26 contains 14827 members 
Mstep: Class 27 contains 94141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433280.000000 Penalty: 231727.812500
Iteration 126Q: 28 clusters Score -2.724333e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144785 members 
Mstep: Class 3 contains 32654 members 
Mstep: Class 4 contains 62123 members 
Mstep: Class 5 contains 63439 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 20562 members 
Mstep: Class 8 contains 17344 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36932 members 
Mstep: Class 11 contains 123712 members 
Mstep: Class 12 contains 45139 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 14048 members 
Mstep: Class 15 contains 15887 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 29941 members 
Mstep: Class 18 contains 9840 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72151 members 
Mstep: Class 21 contains 117427 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 14263 members 
Mstep: Class 24 contains 74437 members 
Mstep: Class 25 contains 73695 members 
Mstep: Class 26 contains 14827 members 
Mstep: Class 27 contains 94174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433376.000000 Penalty: 231727.812500
Iteration 127Q: 28 clusters Score -2.724334e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144787 members 
Mstep: Class 3 contains 32655 members 
Mstep: Class 4 contains 62123 members 
Mstep: Class 5 contains 63441 members 
Mstep: Class 6 contains 9581 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 17343 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36927 members 
Mstep: Class 11 contains 123708 members 
Mstep: Class 12 contains 45102 members 
Mstep: Class 13 contains 13138 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 9279 members 
Mstep: Class 17 contains 29941 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72156 members 
Mstep: Class 21 contains 117429 members 
Mstep: Class 22 contains 98479 members 
Mstep: Class 23 contains 14266 members 
Mstep: Class 24 contains 74443 members 
Mstep: Class 25 contains 73712 members 
Mstep: Class 26 contains 14830 members 
Mstep: Class 27 contains 94194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433408.000000 Penalty: 231727.812500
Iteration 128Q: 28 clusters Score -2.724334e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144785 members 
Mstep: Class 3 contains 32652 members 
Mstep: Class 4 contains 62125 members 
Mstep: Class 5 contains 63437 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 20562 members 
Mstep: Class 8 contains 17340 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36923 members 
Mstep: Class 11 contains 123710 members 
Mstep: Class 12 contains 45067 members 
Mstep: Class 13 contains 13138 members 
Mstep: Class 14 contains 14060 members 
Mstep: Class 15 contains 15887 members 
Mstep: Class 16 contains 9284 members 
Mstep: Class 17 contains 29942 members 
Mstep: Class 18 contains 9847 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72164 members 
Mstep: Class 21 contains 117425 members 
Mstep: Class 22 contains 98470 members 
Mstep: Class 23 contains 14267 members 
Mstep: Class 24 contains 74446 members 
Mstep: Class 25 contains 73724 members 
Mstep: Class 26 contains 14832 members 
Mstep: Class 27 contains 94209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433408.000000 Penalty: 231727.812500
Iteration 129Q: 28 clusters Score -2.724334e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144784 members 
Mstep: Class 3 contains 32653 members 
Mstep: Class 4 contains 62129 members 
Mstep: Class 5 contains 63438 members 
Mstep: Class 6 contains 9581 members 
Mstep: Class 7 contains 20572 members 
Mstep: Class 8 contains 17336 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36919 members 
Mstep: Class 11 contains 123703 members 
Mstep: Class 12 contains 45031 members 
Mstep: Class 13 contains 13134 members 
Mstep: Class 14 contains 14060 members 
Mstep: Class 15 contains 15891 members 
Mstep: Class 16 contains 9282 members 
Mstep: Class 17 contains 29944 members 
Mstep: Class 18 contains 9848 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72172 members 
Mstep: Class 21 contains 117425 members 
Mstep: Class 22 contains 98456 members 
Mstep: Class 23 contains 14273 members 
Mstep: Class 24 contains 74448 members 
Mstep: Class 25 contains 73738 members 
Mstep: Class 26 contains 14835 members 
Mstep: Class 27 contains 94226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433568.000000 Penalty: 231727.812500
Iteration 130Q: 28 clusters Score -2.724336e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144786 members 
Mstep: Class 3 contains 32654 members 
Mstep: Class 4 contains 62131 members 
Mstep: Class 5 contains 63444 members 
Mstep: Class 6 contains 9579 members 
Mstep: Class 7 contains 20574 members 
Mstep: Class 8 contains 17336 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36913 members 
Mstep: Class 11 contains 123703 members 
Mstep: Class 12 contains 44995 members 
Mstep: Class 13 contains 13132 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 15895 members 
Mstep: Class 16 contains 9279 members 
Mstep: Class 17 contains 29944 members 
Mstep: Class 18 contains 9850 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72177 members 
Mstep: Class 21 contains 117419 members 
Mstep: Class 22 contains 98444 members 
Mstep: Class 23 contains 14278 members 
Mstep: Class 24 contains 74450 members 
Mstep: Class 25 contains 73754 members 
Mstep: Class 26 contains 14838 members 
Mstep: Class 27 contains 94244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433472.000000 Penalty: 231727.812500
Iteration 131Q: 28 clusters Score -2.724335e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144784 members 
Mstep: Class 3 contains 32657 members 
Mstep: Class 4 contains 62130 members 
Mstep: Class 5 contains 63447 members 
Mstep: Class 6 contains 9577 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 17339 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 36914 members 
Mstep: Class 11 contains 123699 members 
Mstep: Class 12 contains 44960 members 
Mstep: Class 13 contains 13134 members 
Mstep: Class 14 contains 14057 members 
Mstep: Class 15 contains 15897 members 
Mstep: Class 16 contains 9278 members 
Mstep: Class 17 contains 29944 members 
Mstep: Class 18 contains 9852 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72179 members 
Mstep: Class 21 contains 117420 members 
Mstep: Class 22 contains 98437 members 
Mstep: Class 23 contains 14283 members 
Mstep: Class 24 contains 74450 members 
Mstep: Class 25 contains 73765 members 
Mstep: Class 26 contains 14835 members 
Mstep: Class 27 contains 94265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433536.000000 Penalty: 231727.812500
Iteration 132Q: 28 clusters Score -2.724335e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144781 members 
Mstep: Class 3 contains 32659 members 
Mstep: Class 4 contains 62133 members 
Mstep: Class 5 contains 63444 members 
Mstep: Class 6 contains 9575 members 
Mstep: Class 7 contains 20572 members 
Mstep: Class 8 contains 17339 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36908 members 
Mstep: Class 11 contains 123701 members 
Mstep: Class 12 contains 44939 members 
Mstep: Class 13 contains 13134 members 
Mstep: Class 14 contains 14052 members 
Mstep: Class 15 contains 15897 members 
Mstep: Class 16 contains 9278 members 
Mstep: Class 17 contains 29945 members 
Mstep: Class 18 contains 9855 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72179 members 
Mstep: Class 21 contains 117423 members 
Mstep: Class 22 contains 98430 members 
Mstep: Class 23 contains 14291 members 
Mstep: Class 24 contains 74451 members 
Mstep: Class 25 contains 73777 members 
Mstep: Class 26 contains 14839 members 
Mstep: Class 27 contains 94277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433664.000000 Penalty: 231727.812500
Iteration 133Q: 28 clusters Score -2.724337e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144783 members 
Mstep: Class 3 contains 32661 members 
Mstep: Class 4 contains 62136 members 
Mstep: Class 5 contains 63449 members 
Mstep: Class 6 contains 9568 members 
Mstep: Class 7 contains 20571 members 
Mstep: Class 8 contains 17339 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 36904 members 
Mstep: Class 11 contains 123702 members 
Mstep: Class 12 contains 44908 members 
Mstep: Class 13 contains 13131 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 15896 members 
Mstep: Class 16 contains 9279 members 
Mstep: Class 17 contains 29945 members 
Mstep: Class 18 contains 9859 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72184 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 98425 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 74449 members 
Mstep: Class 25 contains 73786 members 
Mstep: Class 26 contains 14838 members 
Mstep: Class 27 contains 94289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433664.000000 Penalty: 231727.812500
Iteration 134Q: 28 clusters Score -2.724337e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144787 members 
Mstep: Class 3 contains 32662 members 
Mstep: Class 4 contains 62137 members 
Mstep: Class 5 contains 63450 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 20572 members 
Mstep: Class 8 contains 17337 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 36902 members 
Mstep: Class 11 contains 123702 members 
Mstep: Class 12 contains 44870 members 
Mstep: Class 13 contains 13131 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 15896 members 
Mstep: Class 16 contains 9282 members 
Mstep: Class 17 contains 29945 members 
Mstep: Class 18 contains 9865 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72190 members 
Mstep: Class 21 contains 117427 members 
Mstep: Class 22 contains 98417 members 
Mstep: Class 23 contains 14300 members 
Mstep: Class 24 contains 74453 members 
Mstep: Class 25 contains 73799 members 
Mstep: Class 26 contains 14836 members 
Mstep: Class 27 contains 94300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433696.000000 Penalty: 231727.812500
Iteration 135Q: 28 clusters Score -2.724337e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144790 members 
Mstep: Class 3 contains 32663 members 
Mstep: Class 4 contains 62138 members 
Mstep: Class 5 contains 63451 members 
Mstep: Class 6 contains 9564 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 17337 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 36901 members 
Mstep: Class 11 contains 123702 members 
Mstep: Class 12 contains 44838 members 
Mstep: Class 13 contains 13133 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 15899 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 29944 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72191 members 
Mstep: Class 21 contains 117422 members 
Mstep: Class 22 contains 98414 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 74455 members 
Mstep: Class 25 contains 73815 members 
Mstep: Class 26 contains 14838 members 
Mstep: Class 27 contains 94315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433856.000000 Penalty: 231727.812500
Iteration 136Q: 28 clusters Score -2.724339e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144794 members 
Mstep: Class 3 contains 32665 members 
Mstep: Class 4 contains 62140 members 
Mstep: Class 5 contains 63454 members 
Mstep: Class 6 contains 9561 members 
Mstep: Class 7 contains 20571 members 
Mstep: Class 8 contains 17337 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 36897 members 
Mstep: Class 11 contains 123697 members 
Mstep: Class 12 contains 44808 members 
Mstep: Class 13 contains 13133 members 
Mstep: Class 14 contains 14047 members 
Mstep: Class 15 contains 15899 members 
Mstep: Class 16 contains 9287 members 
Mstep: Class 17 contains 29945 members 
Mstep: Class 18 contains 9869 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72193 members 
Mstep: Class 21 contains 117423 members 
Mstep: Class 22 contains 98408 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 74453 members 
Mstep: Class 25 contains 73824 members 
Mstep: Class 26 contains 14841 members 
Mstep: Class 27 contains 94336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433792.000000 Penalty: 231727.812500
Iteration 137Q: 28 clusters Score -2.724338e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144794 members 
Mstep: Class 3 contains 32668 members 
Mstep: Class 4 contains 62142 members 
Mstep: Class 5 contains 63454 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 20572 members 
Mstep: Class 8 contains 17335 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 36897 members 
Mstep: Class 11 contains 123696 members 
Mstep: Class 12 contains 44783 members 
Mstep: Class 13 contains 13130 members 
Mstep: Class 14 contains 14045 members 
Mstep: Class 15 contains 15899 members 
Mstep: Class 16 contains 9287 members 
Mstep: Class 17 contains 29946 members 
Mstep: Class 18 contains 9870 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72199 members 
Mstep: Class 21 contains 117424 members 
Mstep: Class 22 contains 98403 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 74452 members 
Mstep: Class 25 contains 73836 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 94347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433632.000000 Penalty: 231727.812500
Iteration 138Q: 28 clusters Score -2.724336e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144793 members 
Mstep: Class 3 contains 32668 members 
Mstep: Class 4 contains 62142 members 
Mstep: Class 5 contains 63464 members 
Mstep: Class 6 contains 9564 members 
Mstep: Class 7 contains 20571 members 
Mstep: Class 8 contains 17336 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 36896 members 
Mstep: Class 11 contains 123695 members 
Mstep: Class 12 contains 44758 members 
Mstep: Class 13 contains 13127 members 
Mstep: Class 14 contains 14046 members 
Mstep: Class 15 contains 15898 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 29946 members 
Mstep: Class 18 contains 9872 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72201 members 
Mstep: Class 21 contains 117427 members 
Mstep: Class 22 contains 98395 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 74449 members 
Mstep: Class 25 contains 73847 members 
Mstep: Class 26 contains 14837 members 
Mstep: Class 27 contains 94364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433696.000000 Penalty: 231727.812500
Iteration 139Q: 28 clusters Score -2.724337e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144793 members 
Mstep: Class 3 contains 32671 members 
Mstep: Class 4 contains 62144 members 
Mstep: Class 5 contains 63467 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 20573 members 
Mstep: Class 8 contains 17338 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 36897 members 
Mstep: Class 11 contains 123692 members 
Mstep: Class 12 contains 44727 members 
Mstep: Class 13 contains 13127 members 
Mstep: Class 14 contains 14044 members 
Mstep: Class 15 contains 15899 members 
Mstep: Class 16 contains 9283 members 
Mstep: Class 17 contains 29945 members 
Mstep: Class 18 contains 9873 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72203 members 
Mstep: Class 21 contains 117427 members 
Mstep: Class 22 contains 98385 members 
Mstep: Class 23 contains 14300 members 
Mstep: Class 24 contains 74451 members 
Mstep: Class 25 contains 73858 members 
Mstep: Class 26 contains 14837 members 
Mstep: Class 27 contains 94383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433760.000000 Penalty: 231727.812500
Iteration 140F: 28 clusters Score -2.724338e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144795 members 
Mstep: Class 3 contains 32673 members 
Mstep: Class 4 contains 62145 members 
Mstep: Class 5 contains 63474 members 
Mstep: Class 6 contains 9561 members 
Mstep: Class 7 contains 20578 members 
Mstep: Class 8 contains 17339 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 36897 members 
Mstep: Class 11 contains 123689 members 
Mstep: Class 12 contains 44685 members 
Mstep: Class 13 contains 13126 members 
Mstep: Class 14 contains 14035 members 
Mstep: Class 15 contains 15900 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 29944 members 
Mstep: Class 18 contains 9873 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72209 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 98378 members 
Mstep: Class 23 contains 14304 members 
Mstep: Class 24 contains 74456 members 
Mstep: Class 25 contains 73871 members 
Mstep: Class 26 contains 14837 members 
Mstep: Class 27 contains 94400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433536.000000 Penalty: 231727.812500
Iteration 141Q: 28 clusters Score -2.724335e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144795 members 
Mstep: Class 3 contains 32677 members 
Mstep: Class 4 contains 62146 members 
Mstep: Class 5 contains 63479 members 
Mstep: Class 6 contains 9558 members 
Mstep: Class 7 contains 20578 members 
Mstep: Class 8 contains 17339 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 36897 members 
Mstep: Class 11 contains 123687 members 
Mstep: Class 12 contains 44652 members 
Mstep: Class 13 contains 13125 members 
Mstep: Class 14 contains 14026 members 
Mstep: Class 15 contains 15902 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 29943 members 
Mstep: Class 18 contains 9874 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72210 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 98380 members 
Mstep: Class 23 contains 14307 members 
Mstep: Class 24 contains 74464 members 
Mstep: Class 25 contains 73880 members 
Mstep: Class 26 contains 14833 members 
Mstep: Class 27 contains 94417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433632.000000 Penalty: 231727.812500
Iteration 142Q: 28 clusters Score -2.724336e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144798 members 
Mstep: Class 3 contains 32678 members 
Mstep: Class 4 contains 62146 members 
Mstep: Class 5 contains 63481 members 
Mstep: Class 6 contains 9556 members 
Mstep: Class 7 contains 20579 members 
Mstep: Class 8 contains 17339 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 36898 members 
Mstep: Class 11 contains 123688 members 
Mstep: Class 12 contains 44611 members 
Mstep: Class 13 contains 13125 members 
Mstep: Class 14 contains 14019 members 
Mstep: Class 15 contains 15904 members 
Mstep: Class 16 contains 9283 members 
Mstep: Class 17 contains 29944 members 
Mstep: Class 18 contains 9874 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72209 members 
Mstep: Class 21 contains 117428 members 
Mstep: Class 22 contains 98379 members 
Mstep: Class 23 contains 14308 members 
Mstep: Class 24 contains 74469 members 
Mstep: Class 25 contains 73889 members 
Mstep: Class 26 contains 14833 members 
Mstep: Class 27 contains 94442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433600.000000 Penalty: 231727.812500
Iteration 143Q: 28 clusters Score -2.724336e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144799 members 
Mstep: Class 3 contains 32678 members 
Mstep: Class 4 contains 62145 members 
Mstep: Class 5 contains 63485 members 
Mstep: Class 6 contains 9555 members 
Mstep: Class 7 contains 20578 members 
Mstep: Class 8 contains 17342 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 36899 members 
Mstep: Class 11 contains 123690 members 
Mstep: Class 12 contains 44567 members 
Mstep: Class 13 contains 13125 members 
Mstep: Class 14 contains 14013 members 
Mstep: Class 15 contains 15908 members 
Mstep: Class 16 contains 9278 members 
Mstep: Class 17 contains 29945 members 
Mstep: Class 18 contains 9874 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72205 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 98378 members 
Mstep: Class 23 contains 14312 members 
Mstep: Class 24 contains 74469 members 
Mstep: Class 25 contains 73907 members 
Mstep: Class 26 contains 14834 members 
Mstep: Class 27 contains 94468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433504.000000 Penalty: 231727.812500
Iteration 144Q: 28 clusters Score -2.724335e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144802 members 
Mstep: Class 3 contains 32680 members 
Mstep: Class 4 contains 62145 members 
Mstep: Class 5 contains 63490 members 
Mstep: Class 6 contains 9551 members 
Mstep: Class 7 contains 20580 members 
Mstep: Class 8 contains 17340 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36898 members 
Mstep: Class 11 contains 123689 members 
Mstep: Class 12 contains 44513 members 
Mstep: Class 13 contains 13126 members 
Mstep: Class 14 contains 14014 members 
Mstep: Class 15 contains 15908 members 
Mstep: Class 16 contains 9276 members 
Mstep: Class 17 contains 29945 members 
Mstep: Class 18 contains 9875 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72208 members 
Mstep: Class 21 contains 117425 members 
Mstep: Class 22 contains 98372 members 
Mstep: Class 23 contains 14315 members 
Mstep: Class 24 contains 74471 members 
Mstep: Class 25 contains 73923 members 
Mstep: Class 26 contains 14834 members 
Mstep: Class 27 contains 94499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433600.000000 Penalty: 231727.812500
Iteration 145Q: 28 clusters Score -2.724336e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144801 members 
Mstep: Class 3 contains 32679 members 
Mstep: Class 4 contains 62144 members 
Mstep: Class 5 contains 63494 members 
Mstep: Class 6 contains 9552 members 
Mstep: Class 7 contains 20582 members 
Mstep: Class 8 contains 17338 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36899 members 
Mstep: Class 11 contains 123688 members 
Mstep: Class 12 contains 44471 members 
Mstep: Class 13 contains 13128 members 
Mstep: Class 14 contains 14017 members 
Mstep: Class 15 contains 15908 members 
Mstep: Class 16 contains 9275 members 
Mstep: Class 17 contains 29946 members 
Mstep: Class 18 contains 9876 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72218 members 
Mstep: Class 21 contains 117425 members 
Mstep: Class 22 contains 98362 members 
Mstep: Class 23 contains 14316 members 
Mstep: Class 24 contains 74470 members 
Mstep: Class 25 contains 73936 members 
Mstep: Class 26 contains 14833 members 
Mstep: Class 27 contains 94521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433696.000000 Penalty: 231727.812500
Iteration 146Q: 28 clusters Score -2.724337e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144803 members 
Mstep: Class 3 contains 32682 members 
Mstep: Class 4 contains 62147 members 
Mstep: Class 5 contains 63496 members 
Mstep: Class 6 contains 9551 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 17337 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36898 members 
Mstep: Class 11 contains 123686 members 
Mstep: Class 12 contains 44436 members 
Mstep: Class 13 contains 13129 members 
Mstep: Class 14 contains 14015 members 
Mstep: Class 15 contains 15907 members 
Mstep: Class 16 contains 9275 members 
Mstep: Class 17 contains 29946 members 
Mstep: Class 18 contains 9877 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72218 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 98354 members 
Mstep: Class 23 contains 14319 members 
Mstep: Class 24 contains 74475 members 
Mstep: Class 25 contains 73951 members 
Mstep: Class 26 contains 14833 members 
Mstep: Class 27 contains 94533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433504.000000 Penalty: 231727.812500
Iteration 147Q: 28 clusters Score -2.724335e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144801 members 
Mstep: Class 3 contains 32684 members 
Mstep: Class 4 contains 62147 members 
Mstep: Class 5 contains 63498 members 
Mstep: Class 6 contains 9548 members 
Mstep: Class 7 contains 20588 members 
Mstep: Class 8 contains 17340 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36894 members 
Mstep: Class 11 contains 123684 members 
Mstep: Class 12 contains 44405 members 
Mstep: Class 13 contains 13130 members 
Mstep: Class 14 contains 14017 members 
Mstep: Class 15 contains 15906 members 
Mstep: Class 16 contains 9272 members 
Mstep: Class 17 contains 29947 members 
Mstep: Class 18 contains 9877 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72220 members 
Mstep: Class 21 contains 117428 members 
Mstep: Class 22 contains 98349 members 
Mstep: Class 23 contains 14325 members 
Mstep: Class 24 contains 74476 members 
Mstep: Class 25 contains 73961 members 
Mstep: Class 26 contains 14832 members 
Mstep: Class 27 contains 94550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433472.000000 Penalty: 231727.812500
Iteration 148Q: 28 clusters Score -2.724335e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144799 members 
Mstep: Class 3 contains 32687 members 
Mstep: Class 4 contains 62149 members 
Mstep: Class 5 contains 63506 members 
Mstep: Class 6 contains 9544 members 
Mstep: Class 7 contains 20590 members 
Mstep: Class 8 contains 17340 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36893 members 
Mstep: Class 11 contains 123683 members 
Mstep: Class 12 contains 44368 members 
Mstep: Class 13 contains 13130 members 
Mstep: Class 14 contains 14021 members 
Mstep: Class 15 contains 15906 members 
Mstep: Class 16 contains 9268 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 9877 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72219 members 
Mstep: Class 21 contains 117427 members 
Mstep: Class 22 contains 98340 members 
Mstep: Class 23 contains 14328 members 
Mstep: Class 24 contains 74479 members 
Mstep: Class 25 contains 73976 members 
Mstep: Class 26 contains 14833 members 
Mstep: Class 27 contains 94568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433312.000000 Penalty: 231727.812500
Iteration 149Q: 28 clusters Score -2.724333e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144799 members 
Mstep: Class 3 contains 32686 members 
Mstep: Class 4 contains 62148 members 
Mstep: Class 5 contains 63506 members 
Mstep: Class 6 contains 9544 members 
Mstep: Class 7 contains 20591 members 
Mstep: Class 8 contains 17340 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36893 members 
Mstep: Class 11 contains 123683 members 
Mstep: Class 12 contains 44344 members 
Mstep: Class 13 contains 13129 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 15904 members 
Mstep: Class 16 contains 9264 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 9877 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72214 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 98339 members 
Mstep: Class 23 contains 14333 members 
Mstep: Class 24 contains 74479 members 
Mstep: Class 25 contains 73995 members 
Mstep: Class 26 contains 14832 members 
Mstep: Class 27 contains 94585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433440.000000 Penalty: 231727.812500
Iteration 150Q: 28 clusters Score -2.724334e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144796 members 
Mstep: Class 3 contains 32689 members 
Mstep: Class 4 contains 62149 members 
Mstep: Class 5 contains 63506 members 
Mstep: Class 6 contains 9544 members 
Mstep: Class 7 contains 20590 members 
Mstep: Class 8 contains 17342 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36891 members 
Mstep: Class 11 contains 123685 members 
Mstep: Class 12 contains 44316 members 
Mstep: Class 13 contains 13127 members 
Mstep: Class 14 contains 14018 members 
Mstep: Class 15 contains 15905 members 
Mstep: Class 16 contains 9264 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 9880 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72213 members 
Mstep: Class 21 contains 117424 members 
Mstep: Class 22 contains 98334 members 
Mstep: Class 23 contains 14338 members 
Mstep: Class 24 contains 74481 members 
Mstep: Class 25 contains 74003 members 
Mstep: Class 26 contains 14833 members 
Mstep: Class 27 contains 94603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433440.000000 Penalty: 231727.812500
Iteration 151Q: 28 clusters Score -2.724334e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144796 members 
Mstep: Class 3 contains 32692 members 
Mstep: Class 4 contains 62151 members 
Mstep: Class 5 contains 63505 members 
Mstep: Class 6 contains 9543 members 
Mstep: Class 7 contains 20589 members 
Mstep: Class 8 contains 17343 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36891 members 
Mstep: Class 11 contains 123684 members 
Mstep: Class 12 contains 44287 members 
Mstep: Class 13 contains 13126 members 
Mstep: Class 14 contains 14018 members 
Mstep: Class 15 contains 15905 members 
Mstep: Class 16 contains 9261 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72212 members 
Mstep: Class 21 contains 117425 members 
Mstep: Class 22 contains 98327 members 
Mstep: Class 23 contains 14340 members 
Mstep: Class 24 contains 74484 members 
Mstep: Class 25 contains 74012 members 
Mstep: Class 26 contains 14837 members 
Mstep: Class 27 contains 94622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433408.000000 Penalty: 231727.812500
Iteration 152Q: 28 clusters Score -2.724334e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144795 members 
Mstep: Class 3 contains 32698 members 
Mstep: Class 4 contains 62149 members 
Mstep: Class 5 contains 63502 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 17343 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36889 members 
Mstep: Class 11 contains 123686 members 
Mstep: Class 12 contains 44257 members 
Mstep: Class 13 contains 13126 members 
Mstep: Class 14 contains 14024 members 
Mstep: Class 15 contains 15905 members 
Mstep: Class 16 contains 9260 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72212 members 
Mstep: Class 21 contains 117424 members 
Mstep: Class 22 contains 98326 members 
Mstep: Class 23 contains 14340 members 
Mstep: Class 24 contains 74487 members 
Mstep: Class 25 contains 74022 members 
Mstep: Class 26 contains 14841 members 
Mstep: Class 27 contains 94639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433568.000000 Penalty: 231727.812500
Iteration 153Q: 28 clusters Score -2.724336e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144797 members 
Mstep: Class 3 contains 32700 members 
Mstep: Class 4 contains 62148 members 
Mstep: Class 5 contains 63497 members 
Mstep: Class 6 contains 9537 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 17343 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36885 members 
Mstep: Class 11 contains 123684 members 
Mstep: Class 12 contains 44225 members 
Mstep: Class 13 contains 13126 members 
Mstep: Class 14 contains 14029 members 
Mstep: Class 15 contains 15905 members 
Mstep: Class 16 contains 9257 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72212 members 
Mstep: Class 21 contains 117423 members 
Mstep: Class 22 contains 98321 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 74488 members 
Mstep: Class 25 contains 74030 members 
Mstep: Class 26 contains 14844 members 
Mstep: Class 27 contains 94664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433664.000000 Penalty: 231727.812500
Iteration 154Q: 28 clusters Score -2.724337e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144800 members 
Mstep: Class 3 contains 32708 members 
Mstep: Class 4 contains 62147 members 
Mstep: Class 5 contains 63494 members 
Mstep: Class 6 contains 9535 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 17344 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36884 members 
Mstep: Class 11 contains 123682 members 
Mstep: Class 12 contains 44196 members 
Mstep: Class 13 contains 13126 members 
Mstep: Class 14 contains 14032 members 
Mstep: Class 15 contains 15904 members 
Mstep: Class 16 contains 9257 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72215 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 98318 members 
Mstep: Class 23 contains 14347 members 
Mstep: Class 24 contains 74489 members 
Mstep: Class 25 contains 74032 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 94678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433728.000000 Penalty: 231727.812500
Iteration 155Q: 28 clusters Score -2.724337e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144799 members 
Mstep: Class 3 contains 32714 members 
Mstep: Class 4 contains 62149 members 
Mstep: Class 5 contains 63497 members 
Mstep: Class 6 contains 9536 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 17344 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36885 members 
Mstep: Class 11 contains 123682 members 
Mstep: Class 12 contains 44157 members 
Mstep: Class 13 contains 13125 members 
Mstep: Class 14 contains 14027 members 
Mstep: Class 15 contains 15904 members 
Mstep: Class 16 contains 9258 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72220 members 
Mstep: Class 21 contains 117425 members 
Mstep: Class 22 contains 98310 members 
Mstep: Class 23 contains 14351 members 
Mstep: Class 24 contains 74490 members 
Mstep: Class 25 contains 74047 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 94691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433728.000000 Penalty: 231727.812500
Iteration 156Q: 28 clusters Score -2.724337e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144801 members 
Mstep: Class 3 contains 32718 members 
Mstep: Class 4 contains 62150 members 
Mstep: Class 5 contains 63500 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 20588 members 
Mstep: Class 8 contains 17342 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36884 members 
Mstep: Class 11 contains 123683 members 
Mstep: Class 12 contains 44120 members 
Mstep: Class 13 contains 13123 members 
Mstep: Class 14 contains 14026 members 
Mstep: Class 15 contains 15903 members 
Mstep: Class 16 contains 9256 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72232 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 98303 members 
Mstep: Class 23 contains 14353 members 
Mstep: Class 24 contains 74495 members 
Mstep: Class 25 contains 74054 members 
Mstep: Class 26 contains 14844 members 
Mstep: Class 27 contains 94703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433760.000000 Penalty: 231727.812500
Iteration 157Q: 28 clusters Score -2.724338e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144801 members 
Mstep: Class 3 contains 32722 members 
Mstep: Class 4 contains 62150 members 
Mstep: Class 5 contains 63495 members 
Mstep: Class 6 contains 9541 members 
Mstep: Class 7 contains 20588 members 
Mstep: Class 8 contains 17342 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36886 members 
Mstep: Class 11 contains 123684 members 
Mstep: Class 12 contains 44081 members 
Mstep: Class 13 contains 13120 members 
Mstep: Class 14 contains 14026 members 
Mstep: Class 15 contains 15902 members 
Mstep: Class 16 contains 9255 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72240 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 98300 members 
Mstep: Class 23 contains 14353 members 
Mstep: Class 24 contains 74497 members 
Mstep: Class 25 contains 74062 members 
Mstep: Class 26 contains 14846 members 
Mstep: Class 27 contains 94726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433696.000000 Penalty: 231727.812500
Iteration 158Q: 28 clusters Score -2.724337e+08 nChanged 74
Entering ConstructFrom: 
Score: -272433696.000000 Penalty: 231727.812500
Entering ConstructFrom: 
Trying to split cluster 1 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -189029.906250 Penalty: 4176.590820
	Iteration 0F: 2 clusters Score -189029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -185232.828125 Penalty: 8353.181641
	Iteration 0F: 3 clusters Score -185232.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -185689.062500 Penalty: 8353.181641
	Iteration 1F: 3 clusters Score -185689.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -185965.125000 Penalty: 8353.181641
	Iteration 2F: 3 clusters Score -185965.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -186188.015625 Penalty: 8353.181641
	Iteration 3F: 3 clusters Score -186188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -186367.343750 Penalty: 8353.181641
	Iteration 4Q: 3 clusters Score -186367.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -186535.343750 Penalty: 8353.181641
	Iteration 5Q: 3 clusters Score -186535.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -186705.390625 Penalty: 8353.181641
	Iteration 6Q: 3 clusters Score -186705.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186913.531250 Penalty: 8353.181641
	Iteration 7Q: 3 clusters Score -186913.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -186986.171875 Penalty: 8353.181641
	Iteration 8Q: 3 clusters Score -186986.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -187025.843750 Penalty: 8353.181641
	Iteration 9Q: 3 clusters Score -187025.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187077.859375 Penalty: 8353.181641
	Iteration 10Q: 3 clusters Score -187077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187080.593750 Penalty: 8353.181641
	Iteration 11Q: 3 clusters Score -187080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187082.703125 Penalty: 8353.181641
	Iteration 12F: 3 clusters Score -187082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187108.750000 Penalty: 8353.181641
	Iteration 13Q: 3 clusters Score -187108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -187145.203125 Penalty: 8353.181641
	Iteration 14Q: 3 clusters Score -187145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187153.781250 Penalty: 8353.181641
	Iteration 15Q: 3 clusters Score -187153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187153.781250 Penalty: 8353.181641
	Iteration 16F: 3 clusters Score -187153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (144802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144802 members 
Entering Unmasked Estep 
Score: -33066456.000000 Penalty: 7278.412598
	Iteration 0F: 2 clusters Score -3.306646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -32979876.000000 Penalty: 14556.825195
	Iteration 0F: 3 clusters Score -3.297988e+07 nChanged 67190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -33017014.000000 Penalty: 14556.825195
	Iteration 1F: 3 clusters Score -3.301701e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -33018334.000000 Penalty: 14556.825195
	Iteration 2Q: 3 clusters Score -3.301833e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -33019428.000000 Penalty: 14556.825195
	Iteration 3Q: 3 clusters Score -3.301943e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -33020362.000000 Penalty: 14556.825195
	Iteration 4Q: 3 clusters Score -3.302036e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72894 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -33021338.000000 Penalty: 14556.825195
	Iteration 5Q: 3 clusters Score -3.302134e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -33022206.000000 Penalty: 14556.825195
	Iteration 6Q: 3 clusters Score -3.302221e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -33023312.000000 Penalty: 14556.825195
	Iteration 7Q: 3 clusters Score -3.302331e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72562 members 
Mstep: Class 2 contains 72240 members 
Entering Unmasked Estep 
Score: -33024626.000000 Penalty: 14556.825195
	Iteration 8Q: 3 clusters Score -3.302463e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -33026410.000000 Penalty: 14556.825195
	Iteration 9Q: 3 clusters Score -3.302641e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -33028150.000000 Penalty: 14556.825195
	Iteration 10Q: 3 clusters Score -3.302815e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -33030372.000000 Penalty: 14556.825195
	Iteration 11Q: 3 clusters Score -3.303037e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -33033074.000000 Penalty: 14556.825195
	Iteration 12Q: 3 clusters Score -3.303307e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73299 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
Score: -33035836.000000 Penalty: 14556.825195
	Iteration 13Q: 3 clusters Score -3.303584e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -33038844.000000 Penalty: 14556.825195
	Iteration 14Q: 3 clusters Score -3.303884e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -33041528.000000 Penalty: 14556.825195
	Iteration 15Q: 3 clusters Score -3.304153e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -33043978.000000 Penalty: 14556.825195
	Iteration 16Q: 3 clusters Score -3.304398e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -33045896.000000 Penalty: 14556.825195
	Iteration 17Q: 3 clusters Score -3.30459e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -33047838.000000 Penalty: 14556.825195
	Iteration 18Q: 3 clusters Score -3.304784e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -33049712.000000 Penalty: 14556.825195
	Iteration 19Q: 3 clusters Score -3.304971e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86497 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -33051448.000000 Penalty: 14556.825195
	Iteration 20F: 3 clusters Score -3.305145e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -33053160.000000 Penalty: 14556.825195
	Iteration 21Q: 3 clusters Score -3.305316e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -33054468.000000 Penalty: 14556.825195
	Iteration 22Q: 3 clusters Score -3.305447e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -33055376.000000 Penalty: 14556.825195
	Iteration 23Q: 3 clusters Score -3.305538e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -33056024.000000 Penalty: 14556.825195
	Iteration 24Q: 3 clusters Score -3.305602e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -33056412.000000 Penalty: 14556.825195
	Iteration 25Q: 3 clusters Score -3.305641e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -33056874.000000 Penalty: 14556.825195
	Iteration 26Q: 3 clusters Score -3.305687e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -33057226.000000 Penalty: 14556.825195
	Iteration 27Q: 3 clusters Score -3.305723e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -33057514.000000 Penalty: 14556.825195
	Iteration 28Q: 3 clusters Score -3.305751e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97882 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -33057890.000000 Penalty: 14556.825195
	Iteration 29Q: 3 clusters Score -3.305789e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -33058436.000000 Penalty: 14556.825195
	Iteration 30Q: 3 clusters Score -3.305844e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100271 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -33058908.000000 Penalty: 14556.825195
	Iteration 31Q: 3 clusters Score -3.305891e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101572 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -33059274.000000 Penalty: 14556.825195
	Iteration 32Q: 3 clusters Score -3.305927e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -33059894.000000 Penalty: 14556.825195
	Iteration 33Q: 3 clusters Score -3.305989e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -33060578.000000 Penalty: 14556.825195
	Iteration 34Q: 3 clusters Score -3.306058e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -33061070.000000 Penalty: 14556.825195
	Iteration 35Q: 3 clusters Score -3.306107e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107052 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -33061542.000000 Penalty: 14556.825195
	Iteration 36Q: 3 clusters Score -3.306154e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -33061892.000000 Penalty: 14556.825195
	Iteration 37Q: 3 clusters Score -3.306189e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109823 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -33062378.000000 Penalty: 14556.825195
	Iteration 38Q: 3 clusters Score -3.306238e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111194 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -33062952.000000 Penalty: 14556.825195
	Iteration 39Q: 3 clusters Score -3.306295e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112594 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -33063532.000000 Penalty: 14556.825195
	Iteration 40F: 3 clusters Score -3.306353e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113945 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -33063936.000000 Penalty: 14556.825195
	Iteration 41Q: 3 clusters Score -3.306394e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115187 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -33064282.000000 Penalty: 14556.825195
	Iteration 42Q: 3 clusters Score -3.306428e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116402 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -33064562.000000 Penalty: 14556.825195
	Iteration 43Q: 3 clusters Score -3.306456e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -33064646.000000 Penalty: 14556.825195
	Iteration 44Q: 3 clusters Score -3.306465e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118652 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -33064716.000000 Penalty: 14556.825195
	Iteration 45Q: 3 clusters Score -3.306472e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119662 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -33064746.000000 Penalty: 14556.825195
	Iteration 46Q: 3 clusters Score -3.306475e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120571 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -33064742.000000 Penalty: 14556.825195
	Iteration 47Q: 3 clusters Score -3.306474e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121400 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -33064710.000000 Penalty: 14556.825195
	Iteration 48Q: 3 clusters Score -3.306471e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122219 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -33064638.000000 Penalty: 14556.825195
	Iteration 49Q: 3 clusters Score -3.306464e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122995 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -33064586.000000 Penalty: 14556.825195
	Iteration 50Q: 3 clusters Score -3.306459e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123752 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -33064600.000000 Penalty: 14556.825195
	Iteration 51Q: 3 clusters Score -3.30646e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124459 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -33064532.000000 Penalty: 14556.825195
	Iteration 52Q: 3 clusters Score -3.306453e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125150 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -33064364.000000 Penalty: 14556.825195
	Iteration 53Q: 3 clusters Score -3.306436e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125835 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -33064366.000000 Penalty: 14556.825195
	Iteration 54Q: 3 clusters Score -3.306437e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126476 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -33064462.000000 Penalty: 14556.825195
	Iteration 55Q: 3 clusters Score -3.306446e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127114 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -33064296.000000 Penalty: 14556.825195
	Iteration 56Q: 3 clusters Score -3.30643e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127756 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -33064232.000000 Penalty: 14556.825195
	Iteration 57Q: 3 clusters Score -3.306423e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128390 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -33064152.000000 Penalty: 14556.825195
	Iteration 58Q: 3 clusters Score -3.306415e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129025 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -33064046.000000 Penalty: 14556.825195
	Iteration 59Q: 3 clusters Score -3.306405e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129653 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -33064060.000000 Penalty: 14556.825195
	Iteration 60F: 3 clusters Score -3.306406e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130257 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -33064146.000000 Penalty: 14556.825195
	Iteration 61Q: 3 clusters Score -3.306415e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130861 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -33064010.000000 Penalty: 14556.825195
	Iteration 62Q: 3 clusters Score -3.306401e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131396 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -33064006.000000 Penalty: 14556.825195
	Iteration 63Q: 3 clusters Score -3.306401e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131957 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -33064154.000000 Penalty: 14556.825195
	Iteration 64Q: 3 clusters Score -3.306415e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132468 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -33064192.000000 Penalty: 14556.825195
	Iteration 65Q: 3 clusters Score -3.306419e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132963 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -33064234.000000 Penalty: 14556.825195
	Iteration 66Q: 3 clusters Score -3.306423e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133446 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -33064272.000000 Penalty: 14556.825195
	Iteration 67Q: 3 clusters Score -3.306427e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133925 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -33064384.000000 Penalty: 14556.825195
	Iteration 68Q: 3 clusters Score -3.306438e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134365 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -33064438.000000 Penalty: 14556.825195
	Iteration 69Q: 3 clusters Score -3.306444e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134780 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -33064608.000000 Penalty: 14556.825195
	Iteration 70Q: 3 clusters Score -3.306461e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135148 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -33064664.000000 Penalty: 14556.825195
	Iteration 71Q: 3 clusters Score -3.306466e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135449 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -33064832.000000 Penalty: 14556.825195
	Iteration 72Q: 3 clusters Score -3.306483e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135710 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -33064950.000000 Penalty: 14556.825195
	Iteration 73Q: 3 clusters Score -3.306495e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135955 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -33065010.000000 Penalty: 14556.825195
	Iteration 74Q: 3 clusters Score -3.306501e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136191 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -33065122.000000 Penalty: 14556.825195
	Iteration 75Q: 3 clusters Score -3.306512e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136377 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -33065194.000000 Penalty: 14556.825195
	Iteration 76Q: 3 clusters Score -3.306519e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136525 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -33065218.000000 Penalty: 14556.825195
	Iteration 77Q: 3 clusters Score -3.306522e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -33065288.000000 Penalty: 14556.825195
	Iteration 78Q: 3 clusters Score -3.306529e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136788 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -33065310.000000 Penalty: 14556.825195
	Iteration 79Q: 3 clusters Score -3.306531e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136887 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -33065254.000000 Penalty: 14556.825195
	Iteration 80F: 3 clusters Score -3.306525e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136954 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -33065254.000000 Penalty: 14556.825195
	Iteration 81Q: 3 clusters Score -3.306525e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137012 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -33065272.000000 Penalty: 14556.825195
	Iteration 82Q: 3 clusters Score -3.306527e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137063 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -33065236.000000 Penalty: 14556.825195
	Iteration 83Q: 3 clusters Score -3.306524e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137111 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -33065244.000000 Penalty: 14556.825195
	Iteration 84Q: 3 clusters Score -3.306524e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137143 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -33065296.000000 Penalty: 14556.825195
	Iteration 85Q: 3 clusters Score -3.30653e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137169 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -33065274.000000 Penalty: 14556.825195
	Iteration 86Q: 3 clusters Score -3.306527e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137204 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -33065254.000000 Penalty: 14556.825195
	Iteration 87Q: 3 clusters Score -3.306525e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137240 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -33065302.000000 Penalty: 14556.825195
	Iteration 88Q: 3 clusters Score -3.30653e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137269 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -33065284.000000 Penalty: 14556.825195
	Iteration 89Q: 3 clusters Score -3.306528e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137288 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -33065286.000000 Penalty: 14556.825195
	Iteration 90Q: 3 clusters Score -3.306529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137303 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -33065296.000000 Penalty: 14556.825195
	Iteration 91Q: 3 clusters Score -3.30653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137319 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -33065316.000000 Penalty: 14556.825195
	Iteration 92Q: 3 clusters Score -3.306532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -33065332.000000 Penalty: 14556.825195
	Iteration 93Q: 3 clusters Score -3.306533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137336 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -33065332.000000 Penalty: 14556.825195
	Iteration 94Q: 3 clusters Score -3.306533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137342 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -33065308.000000 Penalty: 14556.825195
	Iteration 95Q: 3 clusters Score -3.306531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137355 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -33065296.000000 Penalty: 14556.825195
	Iteration 96Q: 3 clusters Score -3.30653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137357 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -33065308.000000 Penalty: 14556.825195
	Iteration 97Q: 3 clusters Score -3.306531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137359 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -33065300.000000 Penalty: 14556.825195
	Iteration 98Q: 3 clusters Score -3.30653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137361 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -33065306.000000 Penalty: 14556.825195
	Iteration 99Q: 3 clusters Score -3.306531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137361 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -33065306.000000 Penalty: 14556.825195
	Iteration 100F: 3 clusters Score -3.306531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Entering Unmasked Estep 
Score: -7529570.500000 Penalty: 6367.504395
	Iteration 0F: 2 clusters Score -7529570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -7505060.500000 Penalty: 12735.008789
	Iteration 0F: 3 clusters Score -7505060 nChanged 13864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -7512243.500000 Penalty: 12735.008789
	Iteration 1F: 3 clusters Score -7512244 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -7512942.000000 Penalty: 12735.008789
	Iteration 2F: 3 clusters Score -7512942 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -7513461.500000 Penalty: 12735.008789
	Iteration 3Q: 3 clusters Score -7513462 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -7513809.500000 Penalty: 12735.008789
	Iteration 4Q: 3 clusters Score -7513810 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -7514131.500000 Penalty: 12735.008789
	Iteration 5Q: 3 clusters Score -7514132 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -7514413.500000 Penalty: 12735.008789
	Iteration 6Q: 3 clusters Score -7514414 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -7514613.000000 Penalty: 12735.008789
	Iteration 7Q: 3 clusters Score -7514613 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -7514786.500000 Penalty: 12735.008789
	Iteration 8Q: 3 clusters Score -7514786 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -7514942.500000 Penalty: 12735.008789
	Iteration 9Q: 3 clusters Score -7514942 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -7515150.000000 Penalty: 12735.008789
	Iteration 10Q: 3 clusters Score -7515150 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -7515313.000000 Penalty: 12735.008789
	Iteration 11Q: 3 clusters Score -7515313 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -7515500.000000 Penalty: 12735.008789
	Iteration 12Q: 3 clusters Score -7515500 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -7515653.000000 Penalty: 12735.008789
	Iteration 13Q: 3 clusters Score -7515653 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -7515869.000000 Penalty: 12735.008789
	Iteration 14Q: 3 clusters Score -7515869 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -7516091.000000 Penalty: 12735.008789
	Iteration 15Q: 3 clusters Score -7516091 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -7516295.500000 Penalty: 12735.008789
	Iteration 16Q: 3 clusters Score -7516296 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -7516574.500000 Penalty: 12735.008789
	Iteration 17Q: 3 clusters Score -7516574 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -7516851.500000 Penalty: 12735.008789
	Iteration 18Q: 3 clusters Score -7516852 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -7517170.500000 Penalty: 12735.008789
	Iteration 19Q: 3 clusters Score -7517170 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -7517498.000000 Penalty: 12735.008789
	Iteration 20F: 3 clusters Score -7517498 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -7517807.500000 Penalty: 12735.008789
	Iteration 21Q: 3 clusters Score -7517808 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -7518200.000000 Penalty: 12735.008789
	Iteration 22Q: 3 clusters Score -7518200 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -7518660.500000 Penalty: 12735.008789
	Iteration 23Q: 3 clusters Score -7518660 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -7519216.000000 Penalty: 12735.008789
	Iteration 24Q: 3 clusters Score -7519216 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -7519855.000000 Penalty: 12735.008789
	Iteration 25Q: 3 clusters Score -7519855 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -7520500.000000 Penalty: 12735.008789
	Iteration 26Q: 3 clusters Score -7520500 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -7521118.000000 Penalty: 12735.008789
	Iteration 27Q: 3 clusters Score -7521118 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -7521665.500000 Penalty: 12735.008789
	Iteration 28Q: 3 clusters Score -7521666 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -7522144.500000 Penalty: 12735.008789
	Iteration 29Q: 3 clusters Score -7522144 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -7522509.500000 Penalty: 12735.008789
	Iteration 30Q: 3 clusters Score -7522510 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -7522787.000000 Penalty: 12735.008789
	Iteration 31Q: 3 clusters Score -7522787 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -7523003.000000 Penalty: 12735.008789
	Iteration 32Q: 3 clusters Score -7523003 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -7523205.500000 Penalty: 12735.008789
	Iteration 33Q: 3 clusters Score -7523206 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -7523388.500000 Penalty: 12735.008789
	Iteration 34Q: 3 clusters Score -7523388 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -7523498.000000 Penalty: 12735.008789
	Iteration 35Q: 3 clusters Score -7523498 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -7523571.000000 Penalty: 12735.008789
	Iteration 36Q: 3 clusters Score -7523571 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -7523655.500000 Penalty: 12735.008789
	Iteration 37Q: 3 clusters Score -7523656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -7523724.500000 Penalty: 12735.008789
	Iteration 38Q: 3 clusters Score -7523724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -7523753.000000 Penalty: 12735.008789
	Iteration 39Q: 3 clusters Score -7523753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -7523807.000000 Penalty: 12735.008789
	Iteration 40F: 3 clusters Score -7523807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -7523829.500000 Penalty: 12735.008789
	Iteration 41Q: 3 clusters Score -7523830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -7523865.500000 Penalty: 12735.008789
	Iteration 42Q: 3 clusters Score -7523866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -7523885.500000 Penalty: 12735.008789
	Iteration 43Q: 3 clusters Score -7523886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -7523914.000000 Penalty: 12735.008789
	Iteration 44Q: 3 clusters Score -7523914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -7523937.000000 Penalty: 12735.008789
	Iteration 45Q: 3 clusters Score -7523937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -7523955.500000 Penalty: 12735.008789
	Iteration 46Q: 3 clusters Score -7523956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -7523967.000000 Penalty: 12735.008789
	Iteration 47Q: 3 clusters Score -7523967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -7523974.000000 Penalty: 12735.008789
	Iteration 48Q: 3 clusters Score -7523974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -7523979.000000 Penalty: 12735.008789
	Iteration 49Q: 3 clusters Score -7523979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -7523981.000000 Penalty: 12735.008789
	Iteration 50Q: 3 clusters Score -7523981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -7523991.000000 Penalty: 12735.008789
	Iteration 51Q: 3 clusters Score -7523991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -7523991.500000 Penalty: 12735.008789
	Iteration 52Q: 3 clusters Score -7523992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -7523991.500000 Penalty: 12735.008789
	Iteration 53Q: 3 clusters Score -7523992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -7523993.500000 Penalty: 12735.008789
	Iteration 54Q: 3 clusters Score -7523994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -7524001.000000 Penalty: 12735.008789
	Iteration 55Q: 3 clusters Score -7524001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -7524007.500000 Penalty: 12735.008789
	Iteration 56Q: 3 clusters Score -7524008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -7524015.000000 Penalty: 12735.008789
	Iteration 57Q: 3 clusters Score -7524015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -7524012.000000 Penalty: 12735.008789
	Iteration 58Q: 3 clusters Score -7524012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -7524012.000000 Penalty: 12735.008789
	Iteration 59F: 3 clusters Score -7524012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Entering Unmasked Estep 
Score: -14206496.000000 Penalty: 6760.349609
	Iteration 0F: 2 clusters Score -1.42065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -14162911.000000 Penalty: 13520.699219
	Iteration 0F: 3 clusters Score -1.416291e+07 nChanged 27863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -14177648.000000 Penalty: 13520.699219
	Iteration 1F: 3 clusters Score -1.417765e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -14178611.000000 Penalty: 13520.699219
	Iteration 2Q: 3 clusters Score -1.417861e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -14179277.000000 Penalty: 13520.699219
	Iteration 3Q: 3 clusters Score -1.417928e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -14179945.000000 Penalty: 13520.699219
	Iteration 4Q: 3 clusters Score -1.417994e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -14180452.000000 Penalty: 13520.699219
	Iteration 5Q: 3 clusters Score -1.418045e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -14180882.000000 Penalty: 13520.699219
	Iteration 6Q: 3 clusters Score -1.418088e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -14181179.000000 Penalty: 13520.699219
	Iteration 7Q: 3 clusters Score -1.418118e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -14181440.000000 Penalty: 13520.699219
	Iteration 8Q: 3 clusters Score -1.418144e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -14181627.000000 Penalty: 13520.699219
	Iteration 9Q: 3 clusters Score -1.418163e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -14181946.000000 Penalty: 13520.699219
	Iteration 10Q: 3 clusters Score -1.418195e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -14182112.000000 Penalty: 13520.699219
	Iteration 11Q: 3 clusters Score -1.418211e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -14182406.000000 Penalty: 13520.699219
	Iteration 12Q: 3 clusters Score -1.418241e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -14182578.000000 Penalty: 13520.699219
	Iteration 13Q: 3 clusters Score -1.418258e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -14182821.000000 Penalty: 13520.699219
	Iteration 14Q: 3 clusters Score -1.418282e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -14183059.000000 Penalty: 13520.699219
	Iteration 15Q: 3 clusters Score -1.418306e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -14183468.000000 Penalty: 13520.699219
	Iteration 16Q: 3 clusters Score -1.418347e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -14183944.000000 Penalty: 13520.699219
	Iteration 17Q: 3 clusters Score -1.418394e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -14184670.000000 Penalty: 13520.699219
	Iteration 18Q: 3 clusters Score -1.418467e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -14185817.000000 Penalty: 13520.699219
	Iteration 19Q: 3 clusters Score -1.418582e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -14187201.000000 Penalty: 13520.699219
	Iteration 20F: 3 clusters Score -1.41872e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -14189053.000000 Penalty: 13520.699219
	Iteration 21Q: 3 clusters Score -1.418905e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -14191312.000000 Penalty: 13520.699219
	Iteration 22F: 3 clusters Score -1.419131e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -14193696.000000 Penalty: 13520.699219
	Iteration 23F: 3 clusters Score -1.41937e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -14195720.000000 Penalty: 13520.699219
	Iteration 24Q: 3 clusters Score -1.419572e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -14197319.000000 Penalty: 13520.699219
	Iteration 25Q: 3 clusters Score -1.419732e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -14198477.000000 Penalty: 13520.699219
	Iteration 26Q: 3 clusters Score -1.419848e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -14199238.000000 Penalty: 13520.699219
	Iteration 27Q: 3 clusters Score -1.419924e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -14199759.000000 Penalty: 13520.699219
	Iteration 28Q: 3 clusters Score -1.419976e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -14200066.000000 Penalty: 13520.699219
	Iteration 29Q: 3 clusters Score -1.420007e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -14200246.000000 Penalty: 13520.699219
	Iteration 30Q: 3 clusters Score -1.420025e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -14200398.000000 Penalty: 13520.699219
	Iteration 31Q: 3 clusters Score -1.42004e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -14200469.000000 Penalty: 13520.699219
	Iteration 32Q: 3 clusters Score -1.420047e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -14200538.000000 Penalty: 13520.699219
	Iteration 33Q: 3 clusters Score -1.420054e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -14200576.000000 Penalty: 13520.699219
	Iteration 34Q: 3 clusters Score -1.420058e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -14200617.000000 Penalty: 13520.699219
	Iteration 35Q: 3 clusters Score -1.420062e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -14200656.000000 Penalty: 13520.699219
	Iteration 36Q: 3 clusters Score -1.420066e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -14200681.000000 Penalty: 13520.699219
	Iteration 37Q: 3 clusters Score -1.420068e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -14200725.000000 Penalty: 13520.699219
	Iteration 38Q: 3 clusters Score -1.420072e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14200762.000000 Penalty: 13520.699219
	Iteration 39Q: 3 clusters Score -1.420076e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -14200793.000000 Penalty: 13520.699219
	Iteration 40F: 3 clusters Score -1.420079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -14200803.000000 Penalty: 13520.699219
	Iteration 41Q: 3 clusters Score -1.42008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -14200798.000000 Penalty: 13520.699219
	Iteration 42Q: 3 clusters Score -1.42008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -14200778.000000 Penalty: 13520.699219
	Iteration 43Q: 3 clusters Score -1.420078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -14200791.000000 Penalty: 13520.699219
	Iteration 44Q: 3 clusters Score -1.420079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14200792.000000 Penalty: 13520.699219
	Iteration 45Q: 3 clusters Score -1.420079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -14200805.000000 Penalty: 13520.699219
	Iteration 46Q: 3 clusters Score -1.42008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -14200815.000000 Penalty: 13520.699219
	Iteration 47Q: 3 clusters Score -1.420082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -14200802.000000 Penalty: 13520.699219
	Iteration 48Q: 3 clusters Score -1.42008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -14200799.000000 Penalty: 13520.699219
	Iteration 49Q: 3 clusters Score -1.42008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -14200791.000000 Penalty: 13520.699219
	Iteration 50Q: 3 clusters Score -1.420079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -14200796.000000 Penalty: 13520.699219
	Iteration 51Q: 3 clusters Score -1.42008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -14200801.000000 Penalty: 13520.699219
	Iteration 52Q: 3 clusters Score -1.42008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -14200795.000000 Penalty: 13520.699219
	Iteration 53Q: 3 clusters Score -1.42008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -14200813.000000 Penalty: 13520.699219
	Iteration 54Q: 3 clusters Score -1.420081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -14200808.000000 Penalty: 13520.699219
	Iteration 55Q: 3 clusters Score -1.420081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -14200816.000000 Penalty: 13520.699219
	Iteration 56Q: 3 clusters Score -1.420082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14200818.000000 Penalty: 13520.699219
	Iteration 57Q: 3 clusters Score -1.420082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -14200841.000000 Penalty: 13520.699219
	Iteration 58Q: 3 clusters Score -1.420084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -14200828.000000 Penalty: 13520.699219
	Iteration 59Q: 3 clusters Score -1.420083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -14200833.000000 Penalty: 13520.699219
	Iteration 60F: 3 clusters Score -1.420083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -14200850.000000 Penalty: 13520.699219
	Iteration 61Q: 3 clusters Score -1.420085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14200843.000000 Penalty: 13520.699219
	Iteration 62Q: 3 clusters Score -1.420084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -14200839.000000 Penalty: 13520.699219
	Iteration 63Q: 3 clusters Score -1.420084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -14200839.000000 Penalty: 13520.699219
	Iteration 64F: 3 clusters Score -1.420084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Entering Unmasked Estep 
Score: -13803230.000000 Penalty: 6773.492676
	Iteration 0F: 2 clusters Score -1.380323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -13759097.000000 Penalty: 13546.985352
	Iteration 0F: 3 clusters Score -1.37591e+07 nChanged 28331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -13774791.000000 Penalty: 13546.985352
	Iteration 1F: 3 clusters Score -1.377479e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -13776731.000000 Penalty: 13546.985352
	Iteration 2F: 3 clusters Score -1.377673e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -13779021.000000 Penalty: 13546.985352
	Iteration 3F: 3 clusters Score -1.377902e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -13781800.000000 Penalty: 13546.985352
	Iteration 4F: 3 clusters Score -1.37818e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -13784959.000000 Penalty: 13546.985352
	Iteration 5F: 3 clusters Score -1.378496e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -13787960.000000 Penalty: 13546.985352
	Iteration 6F: 3 clusters Score -1.378796e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -13790264.000000 Penalty: 13546.985352
	Iteration 7F: 3 clusters Score -1.379026e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -13791881.000000 Penalty: 13546.985352
	Iteration 8Q: 3 clusters Score -1.379188e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -13792813.000000 Penalty: 13546.985352
	Iteration 9Q: 3 clusters Score -1.379281e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -13793440.000000 Penalty: 13546.985352
	Iteration 10Q: 3 clusters Score -1.379344e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -13793816.000000 Penalty: 13546.985352
	Iteration 11Q: 3 clusters Score -1.379382e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -13794125.000000 Penalty: 13546.985352
	Iteration 12Q: 3 clusters Score -1.379412e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -13794352.000000 Penalty: 13546.985352
	Iteration 13Q: 3 clusters Score -1.379435e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -13794528.000000 Penalty: 13546.985352
	Iteration 14Q: 3 clusters Score -1.379453e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -13794570.000000 Penalty: 13546.985352
	Iteration 15Q: 3 clusters Score -1.379457e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -13794679.000000 Penalty: 13546.985352
	Iteration 16Q: 3 clusters Score -1.379468e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -13794678.000000 Penalty: 13546.985352
	Iteration 17Q: 3 clusters Score -1.379468e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -13794770.000000 Penalty: 13546.985352
	Iteration 18Q: 3 clusters Score -1.379477e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -13794806.000000 Penalty: 13546.985352
	Iteration 19Q: 3 clusters Score -1.379481e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -13794839.000000 Penalty: 13546.985352
	Iteration 20F: 3 clusters Score -1.379484e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -13794882.000000 Penalty: 13546.985352
	Iteration 21Q: 3 clusters Score -1.379488e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -13794917.000000 Penalty: 13546.985352
	Iteration 22Q: 3 clusters Score -1.379492e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -13794939.000000 Penalty: 13546.985352
	Iteration 23Q: 3 clusters Score -1.379494e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -13794939.000000 Penalty: 13546.985352
	Iteration 24Q: 3 clusters Score -1.379494e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -13794998.000000 Penalty: 13546.985352
	Iteration 25Q: 3 clusters Score -1.3795e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -13795040.000000 Penalty: 13546.985352
	Iteration 26Q: 3 clusters Score -1.379504e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -13795086.000000 Penalty: 13546.985352
	Iteration 27Q: 3 clusters Score -1.379509e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -13795107.000000 Penalty: 13546.985352
	Iteration 28Q: 3 clusters Score -1.379511e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -13795134.000000 Penalty: 13546.985352
	Iteration 29Q: 3 clusters Score -1.379513e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -13795214.000000 Penalty: 13546.985352
	Iteration 30Q: 3 clusters Score -1.379521e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -13795307.000000 Penalty: 13546.985352
	Iteration 31Q: 3 clusters Score -1.379531e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -13795293.000000 Penalty: 13546.985352
	Iteration 32Q: 3 clusters Score -1.379529e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -13795290.000000 Penalty: 13546.985352
	Iteration 33Q: 3 clusters Score -1.379529e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -13795352.000000 Penalty: 13546.985352
	Iteration 34Q: 3 clusters Score -1.379535e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -13795440.000000 Penalty: 13546.985352
	Iteration 35Q: 3 clusters Score -1.379544e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -13795485.000000 Penalty: 13546.985352
	Iteration 36Q: 3 clusters Score -1.379548e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -13795507.000000 Penalty: 13546.985352
	Iteration 37Q: 3 clusters Score -1.379551e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -13795549.000000 Penalty: 13546.985352
	Iteration 38Q: 3 clusters Score -1.379555e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -13795552.000000 Penalty: 13546.985352
	Iteration 39Q: 3 clusters Score -1.379555e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -13795625.000000 Penalty: 13546.985352
	Iteration 40F: 3 clusters Score -1.379562e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -13795619.000000 Penalty: 13546.985352
	Iteration 41Q: 3 clusters Score -1.379562e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -13795623.000000 Penalty: 13546.985352
	Iteration 42Q: 3 clusters Score -1.379562e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -13795668.000000 Penalty: 13546.985352
	Iteration 43Q: 3 clusters Score -1.379567e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -13795705.000000 Penalty: 13546.985352
	Iteration 44Q: 3 clusters Score -1.37957e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -13795710.000000 Penalty: 13546.985352
	Iteration 45Q: 3 clusters Score -1.379571e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -13795747.000000 Penalty: 13546.985352
	Iteration 46Q: 3 clusters Score -1.379575e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -13795754.000000 Penalty: 13546.985352
	Iteration 47Q: 3 clusters Score -1.379575e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -13795777.000000 Penalty: 13546.985352
	Iteration 48Q: 3 clusters Score -1.379578e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -13795789.000000 Penalty: 13546.985352
	Iteration 49Q: 3 clusters Score -1.379579e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -13795839.000000 Penalty: 13546.985352
	Iteration 50Q: 3 clusters Score -1.379584e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -13795860.000000 Penalty: 13546.985352
	Iteration 51Q: 3 clusters Score -1.379586e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -13795900.000000 Penalty: 13546.985352
	Iteration 52Q: 3 clusters Score -1.37959e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -13795913.000000 Penalty: 13546.985352
	Iteration 53Q: 3 clusters Score -1.379591e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -13795983.000000 Penalty: 13546.985352
	Iteration 54Q: 3 clusters Score -1.379598e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -13796047.000000 Penalty: 13546.985352
	Iteration 55Q: 3 clusters Score -1.379605e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -13796054.000000 Penalty: 13546.985352
	Iteration 56Q: 3 clusters Score -1.379605e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -13796124.000000 Penalty: 13546.985352
	Iteration 57Q: 3 clusters Score -1.379612e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -13796194.000000 Penalty: 13546.985352
	Iteration 58Q: 3 clusters Score -1.379619e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -13796285.000000 Penalty: 13546.985352
	Iteration 59Q: 3 clusters Score -1.379628e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -13796302.000000 Penalty: 13546.985352
	Iteration 60F: 3 clusters Score -1.37963e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -13796378.000000 Penalty: 13546.985352
	Iteration 61Q: 3 clusters Score -1.379638e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -13796427.000000 Penalty: 13546.985352
	Iteration 62Q: 3 clusters Score -1.379643e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -13796483.000000 Penalty: 13546.985352
	Iteration 63Q: 3 clusters Score -1.379648e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -13796568.000000 Penalty: 13546.985352
	Iteration 64Q: 3 clusters Score -1.379657e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -13796613.000000 Penalty: 13546.985352
	Iteration 65Q: 3 clusters Score -1.379661e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -13796650.000000 Penalty: 13546.985352
	Iteration 66Q: 3 clusters Score -1.379665e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -13796788.000000 Penalty: 13546.985352
	Iteration 67Q: 3 clusters Score -1.379679e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -13796785.000000 Penalty: 13546.985352
	Iteration 68Q: 3 clusters Score -1.379678e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -13796860.000000 Penalty: 13546.985352
	Iteration 69Q: 3 clusters Score -1.379686e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -13796975.000000 Penalty: 13546.985352
	Iteration 70Q: 3 clusters Score -1.379698e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -13797011.000000 Penalty: 13546.985352
	Iteration 71Q: 3 clusters Score -1.379701e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -13797059.000000 Penalty: 13546.985352
	Iteration 72Q: 3 clusters Score -1.379706e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -13797114.000000 Penalty: 13546.985352
	Iteration 73Q: 3 clusters Score -1.379711e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -13797214.000000 Penalty: 13546.985352
	Iteration 74Q: 3 clusters Score -1.379721e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -13797329.000000 Penalty: 13546.985352
	Iteration 75Q: 3 clusters Score -1.379733e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -13797384.000000 Penalty: 13546.985352
	Iteration 76Q: 3 clusters Score -1.379738e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -13797391.000000 Penalty: 13546.985352
	Iteration 77Q: 3 clusters Score -1.379739e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -13797487.000000 Penalty: 13546.985352
	Iteration 78Q: 3 clusters Score -1.379749e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -13797573.000000 Penalty: 13546.985352
	Iteration 79Q: 3 clusters Score -1.379757e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -13797655.000000 Penalty: 13546.985352
	Iteration 80F: 3 clusters Score -1.379766e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -13797667.000000 Penalty: 13546.985352
	Iteration 81Q: 3 clusters Score -1.379767e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -13797681.000000 Penalty: 13546.985352
	Iteration 82Q: 3 clusters Score -1.379768e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -13797701.000000 Penalty: 13546.985352
	Iteration 83Q: 3 clusters Score -1.37977e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -13797753.000000 Penalty: 13546.985352
	Iteration 84Q: 3 clusters Score -1.379775e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -13797795.000000 Penalty: 13546.985352
	Iteration 85Q: 3 clusters Score -1.37978e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -13797832.000000 Penalty: 13546.985352
	Iteration 86Q: 3 clusters Score -1.379783e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -13797921.000000 Penalty: 13546.985352
	Iteration 87Q: 3 clusters Score -1.379792e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -13798025.000000 Penalty: 13546.985352
	Iteration 88Q: 3 clusters Score -1.379802e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -13798068.000000 Penalty: 13546.985352
	Iteration 89Q: 3 clusters Score -1.379807e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -13798135.000000 Penalty: 13546.985352
	Iteration 90Q: 3 clusters Score -1.379814e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -13798188.000000 Penalty: 13546.985352
	Iteration 91Q: 3 clusters Score -1.379819e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -13798301.000000 Penalty: 13546.985352
	Iteration 92Q: 3 clusters Score -1.37983e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -13798435.000000 Penalty: 13546.985352
	Iteration 93Q: 3 clusters Score -1.379844e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -13798526.000000 Penalty: 13546.985352
	Iteration 94Q: 3 clusters Score -1.379853e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -13798611.000000 Penalty: 13546.985352
	Iteration 95Q: 3 clusters Score -1.379861e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -13798654.000000 Penalty: 13546.985352
	Iteration 96Q: 3 clusters Score -1.379865e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -13798790.000000 Penalty: 13546.985352
	Iteration 97Q: 3 clusters Score -1.379879e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -13798909.000000 Penalty: 13546.985352
	Iteration 98Q: 3 clusters Score -1.379891e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -13798955.000000 Penalty: 13546.985352
	Iteration 99Q: 3 clusters Score -1.379896e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -13799031.000000 Penalty: 13546.985352
	Iteration 100F: 3 clusters Score -1.379903e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -13799113.000000 Penalty: 13546.985352
	Iteration 101Q: 3 clusters Score -1.379911e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -13799202.000000 Penalty: 13546.985352
	Iteration 102Q: 3 clusters Score -1.37992e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -13799301.000000 Penalty: 13546.985352
	Iteration 103Q: 3 clusters Score -1.37993e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -13799381.000000 Penalty: 13546.985352
	Iteration 104Q: 3 clusters Score -1.379938e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -13799520.000000 Penalty: 13546.985352
	Iteration 105Q: 3 clusters Score -1.379952e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -13799597.000000 Penalty: 13546.985352
	Iteration 106Q: 3 clusters Score -1.37996e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -13799663.000000 Penalty: 13546.985352
	Iteration 107Q: 3 clusters Score -1.379966e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -13799726.000000 Penalty: 13546.985352
	Iteration 108Q: 3 clusters Score -1.379973e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -13799831.000000 Penalty: 13546.985352
	Iteration 109Q: 3 clusters Score -1.379983e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -13799934.000000 Penalty: 13546.985352
	Iteration 110Q: 3 clusters Score -1.379993e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -13800003.000000 Penalty: 13546.985352
	Iteration 111Q: 3 clusters Score -1.38e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -13800071.000000 Penalty: 13546.985352
	Iteration 112Q: 3 clusters Score -1.380007e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -13800121.000000 Penalty: 13546.985352
	Iteration 113Q: 3 clusters Score -1.380012e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -13800138.000000 Penalty: 13546.985352
	Iteration 114Q: 3 clusters Score -1.380014e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -13800172.000000 Penalty: 13546.985352
	Iteration 115Q: 3 clusters Score -1.380017e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -13800203.000000 Penalty: 13546.985352
	Iteration 116Q: 3 clusters Score -1.38002e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -13800235.000000 Penalty: 13546.985352
	Iteration 117Q: 3 clusters Score -1.380024e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -13800234.000000 Penalty: 13546.985352
	Iteration 118Q: 3 clusters Score -1.380023e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -13800261.000000 Penalty: 13546.985352
	Iteration 119Q: 3 clusters Score -1.380026e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -13800258.000000 Penalty: 13546.985352
	Iteration 120F: 3 clusters Score -1.380026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -13800276.000000 Penalty: 13546.985352
	Iteration 121Q: 3 clusters Score -1.380028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -13800277.000000 Penalty: 13546.985352
	Iteration 122Q: 3 clusters Score -1.380028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -13800291.000000 Penalty: 13546.985352
	Iteration 123Q: 3 clusters Score -1.380029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -13800292.000000 Penalty: 13546.985352
	Iteration 124Q: 3 clusters Score -1.380029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -13800275.000000 Penalty: 13546.985352
	Iteration 125Q: 3 clusters Score -1.380028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -13800306.000000 Penalty: 13546.985352
	Iteration 126Q: 3 clusters Score -1.380031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -13800294.000000 Penalty: 13546.985352
	Iteration 127Q: 3 clusters Score -1.380029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -13800281.000000 Penalty: 13546.985352
	Iteration 128Q: 3 clusters Score -1.380028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -13800278.000000 Penalty: 13546.985352
	Iteration 129Q: 3 clusters Score -1.380028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -13800279.000000 Penalty: 13546.985352
	Iteration 130Q: 3 clusters Score -1.380028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -13800278.000000 Penalty: 13546.985352
	Iteration 131Q: 3 clusters Score -1.380028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -13800293.000000 Penalty: 13546.985352
	Iteration 132Q: 3 clusters Score -1.380029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -13800310.000000 Penalty: 13546.985352
	Iteration 133Q: 3 clusters Score -1.380031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -13800321.000000 Penalty: 13546.985352
	Iteration 134Q: 3 clusters Score -1.380032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -13800305.000000 Penalty: 13546.985352
	Iteration 135Q: 3 clusters Score -1.38003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -13800290.000000 Penalty: 13546.985352
	Iteration 136Q: 3 clusters Score -1.380029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -13800301.000000 Penalty: 13546.985352
	Iteration 137Q: 3 clusters Score -1.38003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -13800306.000000 Penalty: 13546.985352
	Iteration 138Q: 3 clusters Score -1.380031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -13800318.000000 Penalty: 13546.985352
	Iteration 139Q: 3 clusters Score -1.380032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -13800306.000000 Penalty: 13546.985352
	Iteration 140F: 3 clusters Score -1.380031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -13800303.000000 Penalty: 13546.985352
	Iteration 141Q: 3 clusters Score -1.38003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -13800312.000000 Penalty: 13546.985352
	Iteration 142Q: 3 clusters Score -1.380031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -13800313.000000 Penalty: 13546.985352
	Iteration 143Q: 3 clusters Score -1.380031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -13800313.000000 Penalty: 13546.985352
	Iteration 144F: 3 clusters Score -1.380031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Entering Unmasked Estep 
Score: -2098863.750000 Penalty: 5612.682129
	Iteration 0F: 2 clusters Score -2098864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2088927.750000 Penalty: 11225.364258
	Iteration 0F: 3 clusters Score -2088928 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2090909.750000 Penalty: 11225.364258
	Iteration 1F: 3 clusters Score -2090910 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2091430.750000 Penalty: 11225.364258
	Iteration 2F: 3 clusters Score -2091431 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2091756.750000 Penalty: 11225.364258
	Iteration 3F: 3 clusters Score -2091757 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2091981.125000 Penalty: 11225.364258
	Iteration 4Q: 3 clusters Score -2091981 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2092143.625000 Penalty: 11225.364258
	Iteration 5Q: 3 clusters Score -2092144 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2092282.000000 Penalty: 11225.364258
	Iteration 6Q: 3 clusters Score -2092282 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2092402.375000 Penalty: 11225.364258
	Iteration 7Q: 3 clusters Score -2092402 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2092520.125000 Penalty: 11225.364258
	Iteration 8Q: 3 clusters Score -2092520 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2092636.750000 Penalty: 11225.364258
	Iteration 9Q: 3 clusters Score -2092637 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2092744.125000 Penalty: 11225.364258
	Iteration 10Q: 3 clusters Score -2092744 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2092878.750000 Penalty: 11225.364258
	Iteration 11Q: 3 clusters Score -2092879 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2093024.375000 Penalty: 11225.364258
	Iteration 12Q: 3 clusters Score -2093024 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2093204.000000 Penalty: 11225.364258
	Iteration 13Q: 3 clusters Score -2093204 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2093441.625000 Penalty: 11225.364258
	Iteration 14Q: 3 clusters Score -2093442 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2093674.875000 Penalty: 11225.364258
	Iteration 15Q: 3 clusters Score -2093675 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2093903.875000 Penalty: 11225.364258
	Iteration 16Q: 3 clusters Score -2093904 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2094157.000000 Penalty: 11225.364258
	Iteration 17Q: 3 clusters Score -2094157 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2094348.250000 Penalty: 11225.364258
	Iteration 18Q: 3 clusters Score -2094348 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2094506.375000 Penalty: 11225.364258
	Iteration 19Q: 3 clusters Score -2094506 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2094650.125000 Penalty: 11225.364258
	Iteration 20F: 3 clusters Score -2094650 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2094737.750000 Penalty: 11225.364258
	Iteration 21Q: 3 clusters Score -2094738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2094828.250000 Penalty: 11225.364258
	Iteration 22Q: 3 clusters Score -2094828 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2094896.750000 Penalty: 11225.364258
	Iteration 23Q: 3 clusters Score -2094897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2094936.000000 Penalty: 11225.364258
	Iteration 24Q: 3 clusters Score -2094936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2094965.500000 Penalty: 11225.364258
	Iteration 25Q: 3 clusters Score -2094966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2094986.125000 Penalty: 11225.364258
	Iteration 26Q: 3 clusters Score -2094986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2095006.375000 Penalty: 11225.364258
	Iteration 27Q: 3 clusters Score -2095006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2095027.375000 Penalty: 11225.364258
	Iteration 28Q: 3 clusters Score -2095027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2095031.750000 Penalty: 11225.364258
	Iteration 29Q: 3 clusters Score -2095032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2095038.625000 Penalty: 11225.364258
	Iteration 30Q: 3 clusters Score -2095039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2095048.625000 Penalty: 11225.364258
	Iteration 31Q: 3 clusters Score -2095049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2095052.500000 Penalty: 11225.364258
	Iteration 32Q: 3 clusters Score -2095052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2095060.500000 Penalty: 11225.364258
	Iteration 33Q: 3 clusters Score -2095060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2095070.750000 Penalty: 11225.364258
	Iteration 34Q: 3 clusters Score -2095071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2095079.750000 Penalty: 11225.364258
	Iteration 35Q: 3 clusters Score -2095080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2095090.875000 Penalty: 11225.364258
	Iteration 36Q: 3 clusters Score -2095091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2095097.875000 Penalty: 11225.364258
	Iteration 37Q: 3 clusters Score -2095098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2095107.000000 Penalty: 11225.364258
	Iteration 38Q: 3 clusters Score -2095107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2095116.375000 Penalty: 11225.364258
	Iteration 39Q: 3 clusters Score -2095116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2095116.250000 Penalty: 11225.364258
	Iteration 40F: 3 clusters Score -2095116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2095129.250000 Penalty: 11225.364258
	Iteration 41Q: 3 clusters Score -2095129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2095135.750000 Penalty: 11225.364258
	Iteration 42Q: 3 clusters Score -2095136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2095143.125000 Penalty: 11225.364258
	Iteration 43Q: 3 clusters Score -2095143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2095151.625000 Penalty: 11225.364258
	Iteration 44Q: 3 clusters Score -2095152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2095153.125000 Penalty: 11225.364258
	Iteration 45Q: 3 clusters Score -2095153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2095156.125000 Penalty: 11225.364258
	Iteration 46Q: 3 clusters Score -2095156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2095158.750000 Penalty: 11225.364258
	Iteration 47Q: 3 clusters Score -2095159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2095164.250000 Penalty: 11225.364258
	Iteration 48Q: 3 clusters Score -2095164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2095172.750000 Penalty: 11225.364258
	Iteration 49Q: 3 clusters Score -2095173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2095174.250000 Penalty: 11225.364258
	Iteration 50Q: 3 clusters Score -2095174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2095176.875000 Penalty: 11225.364258
	Iteration 51Q: 3 clusters Score -2095177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2095178.875000 Penalty: 11225.364258
	Iteration 52Q: 3 clusters Score -2095179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2095184.875000 Penalty: 11225.364258
	Iteration 53Q: 3 clusters Score -2095185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2095178.375000 Penalty: 11225.364258
	Iteration 54Q: 3 clusters Score -2095178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2095183.875000 Penalty: 11225.364258
	Iteration 55Q: 3 clusters Score -2095184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2095189.750000 Penalty: 11225.364258
	Iteration 56Q: 3 clusters Score -2095190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2095190.375000 Penalty: 11225.364258
	Iteration 57Q: 3 clusters Score -2095190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2095188.625000 Penalty: 11225.364258
	Iteration 58Q: 3 clusters Score -2095189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2095189.625000 Penalty: 11225.364258
	Iteration 59Q: 3 clusters Score -2095190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2095188.875000 Penalty: 11225.364258
	Iteration 60F: 3 clusters Score -2095189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2095191.250000 Penalty: 11225.364258
	Iteration 61Q: 3 clusters Score -2095191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2095189.875000 Penalty: 11225.364258
	Iteration 62Q: 3 clusters Score -2095190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2095189.875000 Penalty: 11225.364258
	Iteration 63F: 3 clusters Score -2095190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Entering Unmasked Estep 
Score: -4586886.000000 Penalty: 6083.663574
	Iteration 0F: 2 clusters Score -4586886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -4569908.000000 Penalty: 12167.327148
	Iteration 0F: 3 clusters Score -4569908 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -4574438.000000 Penalty: 12167.327148
	Iteration 1F: 3 clusters Score -4574438 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4575240 nChanged 1160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -4575908 nChanged 1041
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4576505 nChanged 922
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -4577000.500000 Penalty: 12167.327148
	Iteration 5Q: 3 clusters Score -4577000 nChanged 818
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4577459 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4577910 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4578312 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -4578661.000000 Penalty: 12167.327148
	Iteration 9Q: 3 clusters Score -4578661 nChanged 622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -4578963.000000 Penalty: 12167.327148
	Iteration 10Q: 3 clusters Score -4578963 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -4579252.000000 Penalty: 12167.327148
	Iteration 11Q: 3 clusters Score -4579252 nChanged 546
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4579520.500000 Penalty: 12167.327148
	Iteration 12Q: 3 clusters Score -4579520 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -4579765.000000 Penalty: 12167.327148
	Iteration 13Q: 3 clusters Score -4579765 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4579999 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -4580194.500000 Penalty: 12167.327148
	Iteration 15Q: 3 clusters Score -4580194 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -4580369.000000 Penalty: 12167.327148
	Iteration 16Q: 3 clusters Score -4580369 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -4580533.500000 Penalty: 12167.327148
	Iteration 17Q: 3 clusters Score -4580534 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4580674.000000 Penalty: 12167.327148
	Iteration 18Q: 3 clusters Score -4580674 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4580799.500000 Penalty: 12167.327148
	Iteration 19Q: 3 clusters Score -4580800 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4580918.000000 Penalty: 12167.327148
	Iteration 20F: 3 clusters Score -4580918 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -4581020.500000 Penalty: 12167.327148
	Iteration 21Q: 3 clusters Score -4581020 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -4581088.500000 Penalty: 12167.327148
	Iteration 22Q: 3 clusters Score -4581088 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -4581173.500000 Penalty: 12167.327148
	Iteration 23Q: 3 clusters Score -4581174 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -4581228.500000 Penalty: 12167.327148
	Iteration 24Q: 3 clusters Score -4581228 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -4581259.500000 Penalty: 12167.327148
	Iteration 25Q: 3 clusters Score -4581260 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -4581302.000000 Penalty: 12167.327148
	Iteration 26Q: 3 clusters Score -4581302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -4581349.000000 Penalty: 12167.327148
	Iteration 27Q: 3 clusters Score -4581349 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -4581392.000000 Penalty: 12167.327148
	Iteration 28Q: 3 clusters Score -4581392 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -4581428.000000 Penalty: 12167.327148
	Iteration 29Q: 3 clusters Score -4581428 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4581484.500000 Penalty: 12167.327148
	Iteration 30Q: 3 clusters Score -4581484 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -4581549.500000 Penalty: 12167.327148
	Iteration 31Q: 3 clusters Score -4581550 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4581619.500000 Penalty: 12167.327148
	Iteration 32Q: 3 clusters Score -4581620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -4581666.500000 Penalty: 12167.327148
	Iteration 33Q: 3 clusters Score -4581666 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -4581702.000000 Penalty: 12167.327148
	Iteration 34Q: 3 clusters Score -4581702 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -4581746.500000 Penalty: 12167.327148
	Iteration 35Q: 3 clusters Score -4581746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4581786.500000 Penalty: 12167.327148
	Iteration 36Q: 3 clusters Score -4581786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -4581818.000000 Penalty: 12167.327148
	Iteration 37Q: 3 clusters Score -4581818 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -4581859.500000 Penalty: 12167.327148
	Iteration 38Q: 3 clusters Score -4581860 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -4581890.500000 Penalty: 12167.327148
	Iteration 39Q: 3 clusters Score -4581890 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -4581907.000000 Penalty: 12167.327148
	Iteration 40F: 3 clusters Score -4581907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -4581924.000000 Penalty: 12167.327148
	Iteration 41Q: 3 clusters Score -4581924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4581923.500000 Penalty: 12167.327148
	Iteration 42Q: 3 clusters Score -4581924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -4581934.000000 Penalty: 12167.327148
	Iteration 43Q: 3 clusters Score -4581934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -4581948.000000 Penalty: 12167.327148
	Iteration 44Q: 3 clusters Score -4581948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4581974.000000 Penalty: 12167.327148
	Iteration 45Q: 3 clusters Score -4581974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -4581985.500000 Penalty: 12167.327148
	Iteration 46Q: 3 clusters Score -4581986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -4582001.000000 Penalty: 12167.327148
	Iteration 47Q: 3 clusters Score -4582001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -4581997.500000 Penalty: 12167.327148
	Iteration 48Q: 3 clusters Score -4581998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -4582009.500000 Penalty: 12167.327148
	Iteration 49Q: 3 clusters Score -4582010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -4582029.500000 Penalty: 12167.327148
	Iteration 50Q: 3 clusters Score -4582030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -4582014.500000 Penalty: 12167.327148
	Iteration 51Q: 3 clusters Score -4582014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -4582028.500000 Penalty: 12167.327148
	Iteration 52Q: 3 clusters Score -4582028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -4582040.000000 Penalty: 12167.327148
	Iteration 53Q: 3 clusters Score -4582040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4582050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4582054.500000 Penalty: 12167.327148
	Iteration 55Q: 3 clusters Score -4582054 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -4582067.000000 Penalty: 12167.327148
	Iteration 56Q: 3 clusters Score -4582067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -4582065.500000 Penalty: 12167.327148
	Iteration 57Q: 3 clusters Score -4582066 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -4582071.500000 Penalty: 12167.327148
	Iteration 58Q: 3 clusters Score -4582072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4582077.000000 Penalty: 12167.327148
	Iteration 59Q: 3 clusters Score -4582077 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -4582075.000000 Penalty: 12167.327148
	Iteration 60F: 3 clusters Score -4582075 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -4582085.500000 Penalty: 12167.327148
	Iteration 61Q: 3 clusters Score -4582086 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4582089.000000 Penalty: 12167.327148
	Iteration 62Q: 3 clusters Score -4582089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -4582091.500000 Penalty: 12167.327148
	Iteration 63Q: 3 clusters Score -4582092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4582090.500000 Penalty: 12167.327148
	Iteration 64Q: 3 clusters Score -4582090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -4582098.500000 Penalty: 12167.327148
	Iteration 65Q: 3 clusters Score -4582098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -4582107.000000 Penalty: 12167.327148
	Iteration 66Q: 3 clusters Score -4582107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -4582103.500000 Penalty: 12167.327148
	Iteration 67Q: 3 clusters Score -4582104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -4582108.000000 Penalty: 12167.327148
	Iteration 68Q: 3 clusters Score -4582108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -4582122.000000 Penalty: 12167.327148
	Iteration 69Q: 3 clusters Score -4582122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4582122.000000 Penalty: 12167.327148
	Iteration 70Q: 3 clusters Score -4582122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4582114.000000 Penalty: 12167.327148
	Iteration 71Q: 3 clusters Score -4582114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -4582122.000000 Penalty: 12167.327148
	Iteration 72Q: 3 clusters Score -4582122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -4582135.000000 Penalty: 12167.327148
	Iteration 73Q: 3 clusters Score -4582135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4582137.000000 Penalty: 12167.327148
	Iteration 74Q: 3 clusters Score -4582137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -4582143.000000 Penalty: 12167.327148
	Iteration 75Q: 3 clusters Score -4582143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -4582129.000000 Penalty: 12167.327148
	Iteration 76Q: 3 clusters Score -4582129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -4582153.500000 Penalty: 12167.327148
	Iteration 77Q: 3 clusters Score -4582154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -4582150.500000 Penalty: 12167.327148
	Iteration 78Q: 3 clusters Score -4582150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -4582159.000000 Penalty: 12167.327148
	Iteration 79Q: 3 clusters Score -4582159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4582160.000000 Penalty: 12167.327148
	Iteration 80F: 3 clusters Score -4582160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -4582157.000000 Penalty: 12167.327148
	Iteration 81Q: 3 clusters Score -4582157 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4582157 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -4582154.500000 Penalty: 12167.327148
	Iteration 83Q: 3 clusters Score -4582154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4582158.500000 Penalty: 12167.327148
	Iteration 84Q: 3 clusters Score -4582158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4582169.500000 Penalty: 12167.327148
	Iteration 85Q: 3 clusters Score -4582170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -4582175.500000 Penalty: 12167.327148
	Iteration 86Q: 3 clusters Score -4582176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -4582170.500000 Penalty: 12167.327148
	Iteration 87Q: 3 clusters Score -4582170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4582173.500000 Penalty: 12167.327148
	Iteration 88Q: 3 clusters Score -4582174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -4582177.500000 Penalty: 12167.327148
	Iteration 89Q: 3 clusters Score -4582178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4582185.500000 Penalty: 12167.327148
	Iteration 90Q: 3 clusters Score -4582186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4582187.500000 Penalty: 12167.327148
	Iteration 91Q: 3 clusters Score -4582188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4582188.000000 Penalty: 12167.327148
	Iteration 92Q: 3 clusters Score -4582188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -4582186.000000 Penalty: 12167.327148
	Iteration 93Q: 3 clusters Score -4582186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -4582185.500000 Penalty: 12167.327148
	Iteration 94Q: 3 clusters Score -4582186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -4582187.500000 Penalty: 12167.327148
	Iteration 95Q: 3 clusters Score -4582188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4582184.500000 Penalty: 12167.327148
	Iteration 96Q: 3 clusters Score -4582184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -4582183.500000 Penalty: 12167.327148
	Iteration 97Q: 3 clusters Score -4582184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4582182.000000 Penalty: 12167.327148
	Iteration 98Q: 3 clusters Score -4582182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4582177.000000 Penalty: 12167.327148
	Iteration 99Q: 3 clusters Score -4582177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -4582178.500000 Penalty: 12167.327148
	Iteration 100F: 3 clusters Score -4582178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -4582183.500000 Penalty: 12167.327148
	Iteration 101Q: 3 clusters Score -4582184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4582182.500000 Penalty: 12167.327148
	Iteration 102Q: 3 clusters Score -4582182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4582182.500000 Penalty: 12167.327148
	Iteration 103F: 3 clusters Score -4582182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Entering Unmasked Estep 
Score: -3809044.000000 Penalty: 5978.507812
	Iteration 0F: 2 clusters Score -3809044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3794152.250000 Penalty: 11957.015625
	Iteration 0F: 3 clusters Score -3794152 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3797896.000000 Penalty: 11957.015625
	Iteration 1F: 3 clusters Score -3797896 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -3798528.250000 Penalty: 11957.015625
	Iteration 2F: 3 clusters Score -3798528 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3798979.500000 Penalty: 11957.015625
	Iteration 3F: 3 clusters Score -3798980 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3799330.250000 Penalty: 11957.015625
	Iteration 4Q: 3 clusters Score -3799330 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3799626.000000 Penalty: 11957.015625
	Iteration 5Q: 3 clusters Score -3799626 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3799911.250000 Penalty: 11957.015625
	Iteration 6Q: 3 clusters Score -3799911 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3800166.000000 Penalty: 11957.015625
	Iteration 7Q: 3 clusters Score -3800166 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3800406.500000 Penalty: 11957.015625
	Iteration 8Q: 3 clusters Score -3800406 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3800667.000000 Penalty: 11957.015625
	Iteration 9Q: 3 clusters Score -3800667 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3800941.500000 Penalty: 11957.015625
	Iteration 10Q: 3 clusters Score -3800942 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3801226.500000 Penalty: 11957.015625
	Iteration 11Q: 3 clusters Score -3801226 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3801522.000000 Penalty: 11957.015625
	Iteration 12Q: 3 clusters Score -3801522 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3801875.250000 Penalty: 11957.015625
	Iteration 13Q: 3 clusters Score -3801875 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3802210.750000 Penalty: 11957.015625
	Iteration 14Q: 3 clusters Score -3802211 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3802578.000000 Penalty: 11957.015625
	Iteration 15Q: 3 clusters Score -3802578 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3802894.500000 Penalty: 11957.015625
	Iteration 16Q: 3 clusters Score -3802894 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3803229.750000 Penalty: 11957.015625
	Iteration 17Q: 3 clusters Score -3803230 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3803565.500000 Penalty: 11957.015625
	Iteration 18Q: 3 clusters Score -3803566 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3803892.750000 Penalty: 11957.015625
	Iteration 19Q: 3 clusters Score -3803893 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3804201.500000 Penalty: 11957.015625
	Iteration 20F: 3 clusters Score -3804202 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3804486.000000 Penalty: 11957.015625
	Iteration 21Q: 3 clusters Score -3804486 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3804714.000000 Penalty: 11957.015625
	Iteration 22Q: 3 clusters Score -3804714 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3804930.000000 Penalty: 11957.015625
	Iteration 23Q: 3 clusters Score -3804930 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3805068.000000 Penalty: 11957.015625
	Iteration 24Q: 3 clusters Score -3805068 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3805184.250000 Penalty: 11957.015625
	Iteration 25Q: 3 clusters Score -3805184 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3805255.000000 Penalty: 11957.015625
	Iteration 26Q: 3 clusters Score -3805255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3805306.000000 Penalty: 11957.015625
	Iteration 27Q: 3 clusters Score -3805306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3805330.750000 Penalty: 11957.015625
	Iteration 28Q: 3 clusters Score -3805331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3805355.000000 Penalty: 11957.015625
	Iteration 29Q: 3 clusters Score -3805355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3805374.750000 Penalty: 11957.015625
	Iteration 30Q: 3 clusters Score -3805375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3805380.750000 Penalty: 11957.015625
	Iteration 31Q: 3 clusters Score -3805381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3805391.500000 Penalty: 11957.015625
	Iteration 32Q: 3 clusters Score -3805392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3805401.750000 Penalty: 11957.015625
	Iteration 33Q: 3 clusters Score -3805402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3805409.750000 Penalty: 11957.015625
	Iteration 34Q: 3 clusters Score -3805410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3805414.250000 Penalty: 11957.015625
	Iteration 35Q: 3 clusters Score -3805414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3805419.000000 Penalty: 11957.015625
	Iteration 36Q: 3 clusters Score -3805419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3805418.250000 Penalty: 11957.015625
	Iteration 37Q: 3 clusters Score -3805418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3805419.250000 Penalty: 11957.015625
	Iteration 38Q: 3 clusters Score -3805419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3805420.000000 Penalty: 11957.015625
	Iteration 39Q: 3 clusters Score -3805420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3805426.750000 Penalty: 11957.015625
	Iteration 40F: 3 clusters Score -3805427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3805433.750000 Penalty: 11957.015625
	Iteration 41Q: 3 clusters Score -3805434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3805439.750000 Penalty: 11957.015625
	Iteration 42Q: 3 clusters Score -3805440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3805430.750000 Penalty: 11957.015625
	Iteration 43Q: 3 clusters Score -3805431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3805439.500000 Penalty: 11957.015625
	Iteration 44Q: 3 clusters Score -3805440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3805446.250000 Penalty: 11957.015625
	Iteration 45Q: 3 clusters Score -3805446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3805443.250000 Penalty: 11957.015625
	Iteration 46Q: 3 clusters Score -3805443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3805447.500000 Penalty: 11957.015625
	Iteration 47Q: 3 clusters Score -3805448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3805444.750000 Penalty: 11957.015625
	Iteration 48Q: 3 clusters Score -3805445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3805447.500000 Penalty: 11957.015625
	Iteration 49Q: 3 clusters Score -3805448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3805448.500000 Penalty: 11957.015625
	Iteration 50Q: 3 clusters Score -3805448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3805449.250000 Penalty: 11957.015625
	Iteration 51Q: 3 clusters Score -3805449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3805457.000000 Penalty: 11957.015625
	Iteration 52Q: 3 clusters Score -3805457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3805453.250000 Penalty: 11957.015625
	Iteration 53Q: 3 clusters Score -3805453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3805451.250000 Penalty: 11957.015625
	Iteration 54Q: 3 clusters Score -3805451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3805452.500000 Penalty: 11957.015625
	Iteration 55Q: 3 clusters Score -3805452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3805452.500000 Penalty: 11957.015625
	Iteration 56F: 3 clusters Score -3805452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Entering Unmasked Estep 
Score: -1419278.500000 Penalty: 5342.779785
	Iteration 0F: 2 clusters Score -1419278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1411426.875000 Penalty: 10685.559570
	Iteration 0F: 3 clusters Score -1411427 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1412708.750000 Penalty: 10685.559570
	Iteration 1F: 3 clusters Score -1412709 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1413020.250000 Penalty: 10685.559570
	Iteration 2F: 3 clusters Score -1413020 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1413207.500000 Penalty: 10685.559570
	Iteration 3Q: 3 clusters Score -1413208 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1413318.750000 Penalty: 10685.559570
	Iteration 4Q: 3 clusters Score -1413319 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1413398.125000 Penalty: 10685.559570
	Iteration 5Q: 3 clusters Score -1413398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1413445.000000 Penalty: 10685.559570
	Iteration 6Q: 3 clusters Score -1413445 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1413482.625000 Penalty: 10685.559570
	Iteration 7Q: 3 clusters Score -1413483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1413516.375000 Penalty: 10685.559570
	Iteration 8Q: 3 clusters Score -1413516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1413542.375000 Penalty: 10685.559570
	Iteration 9Q: 3 clusters Score -1413542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1413558.125000 Penalty: 10685.559570
	Iteration 10Q: 3 clusters Score -1413558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1413573.875000 Penalty: 10685.559570
	Iteration 11Q: 3 clusters Score -1413574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1413586.625000 Penalty: 10685.559570
	Iteration 12Q: 3 clusters Score -1413587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1413593.500000 Penalty: 10685.559570
	Iteration 13Q: 3 clusters Score -1413594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1413601.375000 Penalty: 10685.559570
	Iteration 14Q: 3 clusters Score -1413601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1413603.000000 Penalty: 10685.559570
	Iteration 15Q: 3 clusters Score -1413603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1413610.375000 Penalty: 10685.559570
	Iteration 16Q: 3 clusters Score -1413610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1413611.250000 Penalty: 10685.559570
	Iteration 17Q: 3 clusters Score -1413611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1413616.625000 Penalty: 10685.559570
	Iteration 18Q: 3 clusters Score -1413617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1413619.875000 Penalty: 10685.559570
	Iteration 19Q: 3 clusters Score -1413620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1413622.750000 Penalty: 10685.559570
	Iteration 20F: 3 clusters Score -1413623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1413623.250000 Penalty: 10685.559570
	Iteration 21Q: 3 clusters Score -1413623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1413629.500000 Penalty: 10685.559570
	Iteration 22Q: 3 clusters Score -1413630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1413635.375000 Penalty: 10685.559570
	Iteration 23Q: 3 clusters Score -1413635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1413640.750000 Penalty: 10685.559570
	Iteration 24Q: 3 clusters Score -1413641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1413645.875000 Penalty: 10685.559570
	Iteration 25Q: 3 clusters Score -1413646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1413653.125000 Penalty: 10685.559570
	Iteration 26Q: 3 clusters Score -1413653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1413657.000000 Penalty: 10685.559570
	Iteration 27Q: 3 clusters Score -1413657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1413659.750000 Penalty: 10685.559570
	Iteration 28Q: 3 clusters Score -1413660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1413661.000000 Penalty: 10685.559570
	Iteration 29Q: 3 clusters Score -1413661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1413663.250000 Penalty: 10685.559570
	Iteration 30Q: 3 clusters Score -1413663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1413663.125000 Penalty: 10685.559570
	Iteration 31Q: 3 clusters Score -1413663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1413665.750000 Penalty: 10685.559570
	Iteration 32Q: 3 clusters Score -1413666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1413665.500000 Penalty: 10685.559570
	Iteration 33Q: 3 clusters Score -1413666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1413671.750000 Penalty: 10685.559570
	Iteration 34Q: 3 clusters Score -1413672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1413673.000000 Penalty: 10685.559570
	Iteration 35Q: 3 clusters Score -1413673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1413675.125000 Penalty: 10685.559570
	Iteration 36Q: 3 clusters Score -1413675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1413678.125000 Penalty: 10685.559570
	Iteration 37Q: 3 clusters Score -1413678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1413678.125000 Penalty: 10685.559570
	Iteration 38F: 3 clusters Score -1413678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Entering Unmasked Estep 
Score: -8075551.000000 Penalty: 6440.797363
	Iteration 0F: 2 clusters Score -8075551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -8048322.000000 Penalty: 12881.594727
	Iteration 0F: 3 clusters Score -8048322 nChanged 15909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -8056810.500000 Penalty: 12881.594727
	Iteration 1F: 3 clusters Score -8056810 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -8057856.500000 Penalty: 12881.594727
	Iteration 2F: 3 clusters Score -8057856 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -8058749.000000 Penalty: 12881.594727
	Iteration 3F: 3 clusters Score -8058749 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -8059569.000000 Penalty: 12881.594727
	Iteration 4Q: 3 clusters Score -8059569 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -8060419.000000 Penalty: 12881.594727
	Iteration 5Q: 3 clusters Score -8060419 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -8061198.000000 Penalty: 12881.594727
	Iteration 6Q: 3 clusters Score -8061198 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -8062026.000000 Penalty: 12881.594727
	Iteration 7Q: 3 clusters Score -8062026 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -8062761.000000 Penalty: 12881.594727
	Iteration 8Q: 3 clusters Score -8062761 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -8063486.000000 Penalty: 12881.594727
	Iteration 9Q: 3 clusters Score -8063486 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -8064186.500000 Penalty: 12881.594727
	Iteration 10Q: 3 clusters Score -8064186 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -8064884.000000 Penalty: 12881.594727
	Iteration 11Q: 3 clusters Score -8064884 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -8065599.500000 Penalty: 12881.594727
	Iteration 12Q: 3 clusters Score -8065600 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -8066277.000000 Penalty: 12881.594727
	Iteration 13Q: 3 clusters Score -8066277 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -8066876.000000 Penalty: 12881.594727
	Iteration 14Q: 3 clusters Score -8066876 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -8067494.500000 Penalty: 12881.594727
	Iteration 15Q: 3 clusters Score -8067494 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -8068003.000000 Penalty: 12881.594727
	Iteration 16Q: 3 clusters Score -8068003 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -8068453.500000 Penalty: 12881.594727
	Iteration 17Q: 3 clusters Score -8068454 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -8068861.500000 Penalty: 12881.594727
	Iteration 18Q: 3 clusters Score -8068862 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -8069243.000000 Penalty: 12881.594727
	Iteration 19Q: 3 clusters Score -8069243 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -8069649.500000 Penalty: 12881.594727
	Iteration 20F: 3 clusters Score -8069650 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -8069974.500000 Penalty: 12881.594727
	Iteration 21Q: 3 clusters Score -8069974 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -8070394.500000 Penalty: 12881.594727
	Iteration 22Q: 3 clusters Score -8070394 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -8070773.500000 Penalty: 12881.594727
	Iteration 23Q: 3 clusters Score -8070774 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -8071081.500000 Penalty: 12881.594727
	Iteration 24Q: 3 clusters Score -8071082 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -8071355.000000 Penalty: 12881.594727
	Iteration 25Q: 3 clusters Score -8071355 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -8071589.500000 Penalty: 12881.594727
	Iteration 26Q: 3 clusters Score -8071590 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -8071829.000000 Penalty: 12881.594727
	Iteration 27Q: 3 clusters Score -8071829 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -8072020.500000 Penalty: 12881.594727
	Iteration 28Q: 3 clusters Score -8072020 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -8072177.500000 Penalty: 12881.594727
	Iteration 29Q: 3 clusters Score -8072178 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -8072254.500000 Penalty: 12881.594727
	Iteration 30Q: 3 clusters Score -8072254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -8072333.500000 Penalty: 12881.594727
	Iteration 31Q: 3 clusters Score -8072334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -8072356.500000 Penalty: 12881.594727
	Iteration 32Q: 3 clusters Score -8072356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -8072386.000000 Penalty: 12881.594727
	Iteration 33Q: 3 clusters Score -8072386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -8072414.000000 Penalty: 12881.594727
	Iteration 34Q: 3 clusters Score -8072414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -8072430.000000 Penalty: 12881.594727
	Iteration 35Q: 3 clusters Score -8072430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -8072456.500000 Penalty: 12881.594727
	Iteration 36Q: 3 clusters Score -8072456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -8072447.000000 Penalty: 12881.594727
	Iteration 37Q: 3 clusters Score -8072447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -8072458.000000 Penalty: 12881.594727
	Iteration 38Q: 3 clusters Score -8072458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -8072470.500000 Penalty: 12881.594727
	Iteration 39Q: 3 clusters Score -8072470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -8072478.000000 Penalty: 12881.594727
	Iteration 40F: 3 clusters Score -8072478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -8072471.500000 Penalty: 12881.594727
	Iteration 41Q: 3 clusters Score -8072472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -8072467.000000 Penalty: 12881.594727
	Iteration 42Q: 3 clusters Score -8072467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -8072477.000000 Penalty: 12881.594727
	Iteration 43Q: 3 clusters Score -8072477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -8072489.000000 Penalty: 12881.594727
	Iteration 44Q: 3 clusters Score -8072489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -8072492.500000 Penalty: 12881.594727
	Iteration 45Q: 3 clusters Score -8072492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -8072505.000000 Penalty: 12881.594727
	Iteration 46Q: 3 clusters Score -8072505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -8072496.500000 Penalty: 12881.594727
	Iteration 47Q: 3 clusters Score -8072496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -8072497.500000 Penalty: 12881.594727
	Iteration 48Q: 3 clusters Score -8072498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -8072515.000000 Penalty: 12881.594727
	Iteration 49Q: 3 clusters Score -8072515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -8072515.500000 Penalty: 12881.594727
	Iteration 50Q: 3 clusters Score -8072516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -8072516.000000 Penalty: 12881.594727
	Iteration 51Q: 3 clusters Score -8072516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -8072518.500000 Penalty: 12881.594727
	Iteration 52Q: 3 clusters Score -8072518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -8072515.500000 Penalty: 12881.594727
	Iteration 53Q: 3 clusters Score -8072516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -8072522.000000 Penalty: 12881.594727
	Iteration 54Q: 3 clusters Score -8072522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -8072522.000000 Penalty: 12881.594727
	Iteration 55Q: 3 clusters Score -8072522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -8072527.000000 Penalty: 12881.594727
	Iteration 56Q: 3 clusters Score -8072527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -8072527.000000 Penalty: 12881.594727
	Iteration 57F: 3 clusters Score -8072527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (123684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123684 members 
Entering Unmasked Estep 
Score: -28526418.000000 Penalty: 7181.859375
	Iteration 0F: 2 clusters Score -2.852642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -28444706.000000 Penalty: 14363.718750
	Iteration 0F: 3 clusters Score -2.844471e+07 nChanged 57141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -28476654.000000 Penalty: 14363.718750
	Iteration 1F: 3 clusters Score -2.847665e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -28477922.000000 Penalty: 14363.718750
	Iteration 2Q: 3 clusters Score -2.847792e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -28479534.000000 Penalty: 14363.718750
	Iteration 3Q: 3 clusters Score -2.847953e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -28481410.000000 Penalty: 14363.718750
	Iteration 4Q: 3 clusters Score -2.848141e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -28483064.000000 Penalty: 14363.718750
	Iteration 5Q: 3 clusters Score -2.848306e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -28484670.000000 Penalty: 14363.718750
	Iteration 6Q: 3 clusters Score -2.848467e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -28486458.000000 Penalty: 14363.718750
	Iteration 7Q: 3 clusters Score -2.848646e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -28488326.000000 Penalty: 14363.718750
	Iteration 8Q: 3 clusters Score -2.848833e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -28490660.000000 Penalty: 14363.718750
	Iteration 9Q: 3 clusters Score -2.849066e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -28493130.000000 Penalty: 14363.718750
	Iteration 10Q: 3 clusters Score -2.849313e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -28495758.000000 Penalty: 14363.718750
	Iteration 11Q: 3 clusters Score -2.849576e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78826 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -28498674.000000 Penalty: 14363.718750
	Iteration 12Q: 3 clusters Score -2.849867e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -28501420.000000 Penalty: 14363.718750
	Iteration 13Q: 3 clusters Score -2.850142e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -28503956.000000 Penalty: 14363.718750
	Iteration 14Q: 3 clusters Score -2.850396e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88107 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -28506152.000000 Penalty: 14363.718750
	Iteration 15Q: 3 clusters Score -2.850615e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -28507562.000000 Penalty: 14363.718750
	Iteration 16Q: 3 clusters Score -2.850756e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -28508706.000000 Penalty: 14363.718750
	Iteration 17Q: 3 clusters Score -2.850871e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95412 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -28509754.000000 Penalty: 14363.718750
	Iteration 18Q: 3 clusters Score -2.850975e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -28510704.000000 Penalty: 14363.718750
	Iteration 19Q: 3 clusters Score -2.85107e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -28511518.000000 Penalty: 14363.718750
	Iteration 20F: 3 clusters Score -2.851152e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -28512418.000000 Penalty: 14363.718750
	Iteration 21Q: 3 clusters Score -2.851242e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103815 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -28513396.000000 Penalty: 14363.718750
	Iteration 22Q: 3 clusters Score -2.85134e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105894 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -28514342.000000 Penalty: 14363.718750
	Iteration 23Q: 3 clusters Score -2.851434e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -28515294.000000 Penalty: 14363.718750
	Iteration 24Q: 3 clusters Score -2.851529e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -28516582.000000 Penalty: 14363.718750
	Iteration 25Q: 3 clusters Score -2.851658e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112002 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -28517726.000000 Penalty: 14363.718750
	Iteration 26Q: 3 clusters Score -2.851773e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -28518650.000000 Penalty: 14363.718750
	Iteration 27Q: 3 clusters Score -2.851865e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115363 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -28519424.000000 Penalty: 14363.718750
	Iteration 28Q: 3 clusters Score -2.851942e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116705 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -28520082.000000 Penalty: 14363.718750
	Iteration 29Q: 3 clusters Score -2.852008e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117759 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -28520620.000000 Penalty: 14363.718750
	Iteration 30Q: 3 clusters Score -2.852062e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118595 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -28521008.000000 Penalty: 14363.718750
	Iteration 31Q: 3 clusters Score -2.852101e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119257 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -28521414.000000 Penalty: 14363.718750
	Iteration 32Q: 3 clusters Score -2.852141e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -28521632.000000 Penalty: 14363.718750
	Iteration 33Q: 3 clusters Score -2.852163e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120093 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -28521780.000000 Penalty: 14363.718750
	Iteration 34Q: 3 clusters Score -2.852178e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120369 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -28521958.000000 Penalty: 14363.718750
	Iteration 35Q: 3 clusters Score -2.852196e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120556 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -28522032.000000 Penalty: 14363.718750
	Iteration 36Q: 3 clusters Score -2.852203e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120688 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -28522150.000000 Penalty: 14363.718750
	Iteration 37Q: 3 clusters Score -2.852215e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120796 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -28522240.000000 Penalty: 14363.718750
	Iteration 38Q: 3 clusters Score -2.852224e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120875 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -28522286.000000 Penalty: 14363.718750
	Iteration 39Q: 3 clusters Score -2.852229e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120930 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -28522298.000000 Penalty: 14363.718750
	Iteration 40F: 3 clusters Score -2.85223e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120976 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -28522326.000000 Penalty: 14363.718750
	Iteration 41Q: 3 clusters Score -2.852233e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121015 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -28522344.000000 Penalty: 14363.718750
	Iteration 42Q: 3 clusters Score -2.852234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121044 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -28522372.000000 Penalty: 14363.718750
	Iteration 43Q: 3 clusters Score -2.852237e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121068 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -28522346.000000 Penalty: 14363.718750
	Iteration 44Q: 3 clusters Score -2.852235e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -28522366.000000 Penalty: 14363.718750
	Iteration 45Q: 3 clusters Score -2.852237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121114 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -28522358.000000 Penalty: 14363.718750
	Iteration 46Q: 3 clusters Score -2.852236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121124 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -28522414.000000 Penalty: 14363.718750
	Iteration 47Q: 3 clusters Score -2.852241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121134 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -28522402.000000 Penalty: 14363.718750
	Iteration 48Q: 3 clusters Score -2.85224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121140 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -28522420.000000 Penalty: 14363.718750
	Iteration 49Q: 3 clusters Score -2.852242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -28522408.000000 Penalty: 14363.718750
	Iteration 50Q: 3 clusters Score -2.852241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -28522412.000000 Penalty: 14363.718750
	Iteration 51Q: 3 clusters Score -2.852241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -28522412.000000 Penalty: 14363.718750
	Iteration 52F: 3 clusters Score -2.852241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Entering Unmasked Estep 
Score: -10033372.000000 Penalty: 6549.345215
	Iteration 0F: 2 clusters Score -1.003337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -10001600.000000 Penalty: 13098.690430
	Iteration 0F: 3 clusters Score -1.00016e+07 nChanged 19171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -10011981.000000 Penalty: 13098.690430
	Iteration 1F: 3 clusters Score -1.001198e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -10012906.000000 Penalty: 13098.690430
	Iteration 2F: 3 clusters Score -1.001291e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -10013636.000000 Penalty: 13098.690430
	Iteration 3Q: 3 clusters Score -1.001364e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -10014376.000000 Penalty: 13098.690430
	Iteration 4Q: 3 clusters Score -1.001438e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -10015208.000000 Penalty: 13098.690430
	Iteration 5Q: 3 clusters Score -1.001521e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -10016163.000000 Penalty: 13098.690430
	Iteration 6Q: 3 clusters Score -1.001616e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -10017461.000000 Penalty: 13098.690430
	Iteration 7Q: 3 clusters Score -1.001746e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -10018961.000000 Penalty: 13098.690430
	Iteration 8F: 3 clusters Score -1.001896e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -10020803.000000 Penalty: 13098.690430
	Iteration 9F: 3 clusters Score -1.00208e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -10022648.000000 Penalty: 13098.690430
	Iteration 10F: 3 clusters Score -1.002265e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -10024276.000000 Penalty: 13098.690430
	Iteration 11Q: 3 clusters Score -1.002428e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -10025561.000000 Penalty: 13098.690430
	Iteration 12Q: 3 clusters Score -1.002556e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -10026715.000000 Penalty: 13098.690430
	Iteration 13Q: 3 clusters Score -1.002672e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -10027681.000000 Penalty: 13098.690430
	Iteration 14Q: 3 clusters Score -1.002768e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -10028464.000000 Penalty: 13098.690430
	Iteration 15Q: 3 clusters Score -1.002846e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -10028973.000000 Penalty: 13098.690430
	Iteration 16Q: 3 clusters Score -1.002897e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -10029223.000000 Penalty: 13098.690430
	Iteration 17Q: 3 clusters Score -1.002922e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -10029309.000000 Penalty: 13098.690430
	Iteration 18Q: 3 clusters Score -1.002931e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -10029399.000000 Penalty: 13098.690430
	Iteration 19Q: 3 clusters Score -1.00294e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -10029452.000000 Penalty: 13098.690430
	Iteration 20F: 3 clusters Score -1.002945e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -10029489.000000 Penalty: 13098.690430
	Iteration 21Q: 3 clusters Score -1.002949e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -10029505.000000 Penalty: 13098.690430
	Iteration 22Q: 3 clusters Score -1.00295e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -10029534.000000 Penalty: 13098.690430
	Iteration 23Q: 3 clusters Score -1.002953e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -10029541.000000 Penalty: 13098.690430
	Iteration 24Q: 3 clusters Score -1.002954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -10029536.000000 Penalty: 13098.690430
	Iteration 25Q: 3 clusters Score -1.002954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -10029534.000000 Penalty: 13098.690430
	Iteration 26Q: 3 clusters Score -1.002953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -10029535.000000 Penalty: 13098.690430
	Iteration 27Q: 3 clusters Score -1.002954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -10029547.000000 Penalty: 13098.690430
	Iteration 28Q: 3 clusters Score -1.002955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -10029539.000000 Penalty: 13098.690430
	Iteration 29Q: 3 clusters Score -1.002954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -10029547.000000 Penalty: 13098.690430
	Iteration 30Q: 3 clusters Score -1.002955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -10029548.000000 Penalty: 13098.690430
	Iteration 31Q: 3 clusters Score -1.002955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -10029550.000000 Penalty: 13098.690430
	Iteration 32Q: 3 clusters Score -1.002955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -10029552.000000 Penalty: 13098.690430
	Iteration 33Q: 3 clusters Score -1.002955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -10029548.000000 Penalty: 13098.690430
	Iteration 34Q: 3 clusters Score -1.002955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -10029548.000000 Penalty: 13098.690430
	Iteration 35F: 3 clusters Score -1.002955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Entering Unmasked Estep 
Score: -2908239.750000 Penalty: 5807.659668
	Iteration 0F: 2 clusters Score -2908240 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 6530 members 
Entering Unmasked Estep 
Score: -2895982.500000 Penalty: 11615.319336
	Iteration 0F: 3 clusters Score -2895982 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2898742.000000 Penalty: 11615.319336
	Iteration 1F: 3 clusters Score -2898742 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2899257.250000 Penalty: 11615.319336
	Iteration 2F: 3 clusters Score -2899257 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2899581.250000 Penalty: 11615.319336
	Iteration 3Q: 3 clusters Score -2899581 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2899789.750000 Penalty: 11615.319336
	Iteration 4Q: 3 clusters Score -2899790 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2899977.750000 Penalty: 11615.319336
	Iteration 5Q: 3 clusters Score -2899978 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2900111.000000 Penalty: 11615.319336
	Iteration 6Q: 3 clusters Score -2900111 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2900201.500000 Penalty: 11615.319336
	Iteration 7Q: 3 clusters Score -2900202 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2900289.250000 Penalty: 11615.319336
	Iteration 8Q: 3 clusters Score -2900289 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2900374.250000 Penalty: 11615.319336
	Iteration 9Q: 3 clusters Score -2900374 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2900440.750000 Penalty: 11615.319336
	Iteration 10Q: 3 clusters Score -2900441 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2900512.500000 Penalty: 11615.319336
	Iteration 11Q: 3 clusters Score -2900512 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2900544.500000 Penalty: 11615.319336
	Iteration 12Q: 3 clusters Score -2900544 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2900593.250000 Penalty: 11615.319336
	Iteration 13Q: 3 clusters Score -2900593 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2900642.000000 Penalty: 11615.319336
	Iteration 14Q: 3 clusters Score -2900642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2900689.500000 Penalty: 11615.319336
	Iteration 15Q: 3 clusters Score -2900690 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2900729 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2900769 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2900812 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6948 members 
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2900838 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2900879.250000 Penalty: 11615.319336
	Iteration 20F: 3 clusters Score -2900879 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2900920.000000 Penalty: 11615.319336
	Iteration 21Q: 3 clusters Score -2900920 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2900970 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2901005.000000 Penalty: 11615.319336
	Iteration 23Q: 3 clusters Score -2901005 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2901052.500000 Penalty: 11615.319336
	Iteration 24Q: 3 clusters Score -2901052 nChanged 118
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Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2901082.750000 Penalty: 11615.319336
	Iteration 25Q: 3 clusters Score -2901083 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
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Entering Unmasked Estep 
Score: -2901113.000000 Penalty: 11615.319336
	Iteration 26Q: 3 clusters Score -2901113 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6999 members 
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Entering Unmasked Estep 
Score: -2901142.750000 Penalty: 11615.319336
	Iteration 27Q: 3 clusters Score -2901143 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2901178.000000 Penalty: 11615.319336
	Iteration 28Q: 3 clusters Score -2901178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2901198.500000 Penalty: 11615.319336
	Iteration 29Q: 3 clusters Score -2901198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2901229.750000 Penalty: 11615.319336
	Iteration 30Q: 3 clusters Score -2901230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2901267.000000 Penalty: 11615.319336
	Iteration 31Q: 3 clusters Score -2901267 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2901271.000000 Penalty: 11615.319336
	Iteration 32Q: 3 clusters Score -2901271 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2901282.000000 Penalty: 11615.319336
	Iteration 33Q: 3 clusters Score -2901282 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2901300.250000 Penalty: 11615.319336
	Iteration 34Q: 3 clusters Score -2901300 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7062 members 
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Entering Unmasked Estep 
Score: -2901313.750000 Penalty: 11615.319336
	Iteration 35Q: 3 clusters Score -2901314 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2901337.250000 Penalty: 11615.319336
	Iteration 36Q: 3 clusters Score -2901337 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7072 members 
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Entering Unmasked Estep 
Score: -2901358.250000 Penalty: 11615.319336
	Iteration 37Q: 3 clusters Score -2901358 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2901371.000000 Penalty: 11615.319336
	Iteration 38Q: 3 clusters Score -2901371 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2901379.750000 Penalty: 11615.319336
	Iteration 39Q: 3 clusters Score -2901380 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2901400.500000 Penalty: 11615.319336
	Iteration 40F: 3 clusters Score -2901400 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2901407.750000 Penalty: 11615.319336
	Iteration 41Q: 3 clusters Score -2901408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2901413.250000 Penalty: 11615.319336
	Iteration 42Q: 3 clusters Score -2901413 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2901430.500000 Penalty: 11615.319336
	Iteration 43Q: 3 clusters Score -2901430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2901434.250000 Penalty: 11615.319336
	Iteration 44Q: 3 clusters Score -2901434 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7114 members 
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Entering Unmasked Estep 
Score: -2901443.500000 Penalty: 11615.319336
	Iteration 45Q: 3 clusters Score -2901444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2901461.750000 Penalty: 11615.319336
	Iteration 46Q: 3 clusters Score -2901462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2901479.250000 Penalty: 11615.319336
	Iteration 47Q: 3 clusters Score -2901479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2901501.500000 Penalty: 11615.319336
	Iteration 48Q: 3 clusters Score -2901502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2901518.000000 Penalty: 11615.319336
	Iteration 49Q: 3 clusters Score -2901518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2901534.000000 Penalty: 11615.319336
	Iteration 50Q: 3 clusters Score -2901534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2901548.500000 Penalty: 11615.319336
	Iteration 51Q: 3 clusters Score -2901548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2901551.250000 Penalty: 11615.319336
	Iteration 52Q: 3 clusters Score -2901551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2901570.000000 Penalty: 11615.319336
	Iteration 53Q: 3 clusters Score -2901570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
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Entering Unmasked Estep 
Score: -2901580.500000 Penalty: 11615.319336
	Iteration 54Q: 3 clusters Score -2901580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2901597.750000 Penalty: 11615.319336
	Iteration 55Q: 3 clusters Score -2901598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2901620.000000 Penalty: 11615.319336
	Iteration 56Q: 3 clusters Score -2901620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2901626.000000 Penalty: 11615.319336
	Iteration 57Q: 3 clusters Score -2901626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
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Entering Unmasked Estep 
Score: -2901644.000000 Penalty: 11615.319336
	Iteration 58Q: 3 clusters Score -2901644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
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Entering Unmasked Estep 
Score: -2901648.750000 Penalty: 11615.319336
	Iteration 59Q: 3 clusters Score -2901649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2901665.000000 Penalty: 11615.319336
	Iteration 60F: 3 clusters Score -2901665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2901680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
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Entering Unmasked Estep 
Score: -2901707.750000 Penalty: 11615.319336
	Iteration 62Q: 3 clusters Score -2901708 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7370 members 
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Entering Unmasked Estep 
Score: -2901732.250000 Penalty: 11615.319336
	Iteration 63Q: 3 clusters Score -2901732 nChanged 85
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Mstep: Class 1 contains 7371 members 
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Entering Unmasked Estep 
Score: -2901748.000000 Penalty: 11615.319336
	Iteration 64Q: 3 clusters Score -2901748 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7381 members 
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Entering Unmasked Estep 
Score: -2901774.500000 Penalty: 11615.319336
	Iteration 65Q: 3 clusters Score -2901774 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7388 members 
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Entering Unmasked Estep 
Score: -2901794.000000 Penalty: 11615.319336
	Iteration 66Q: 3 clusters Score -2901794 nChanged 71
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Mstep: Class 1 contains 7377 members 
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Entering Unmasked Estep 
Score: -2901831.000000 Penalty: 11615.319336
	Iteration 67Q: 3 clusters Score -2901831 nChanged 86
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Mstep: Class 1 contains 7379 members 
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Entering Unmasked Estep 
Score: -2901862.000000 Penalty: 11615.319336
	Iteration 68Q: 3 clusters Score -2901862 nChanged 93
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Mstep: Class 1 contains 7382 members 
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Entering Unmasked Estep 
Score: -2901894.250000 Penalty: 11615.319336
	Iteration 69Q: 3 clusters Score -2901894 nChanged 87
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Mstep: Class 1 contains 7391 members 
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Entering Unmasked Estep 
Score: -2901928.750000 Penalty: 11615.319336
	Iteration 70Q: 3 clusters Score -2901929 nChanged 100
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Mstep: Class 1 contains 7407 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2901968 nChanged 101
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Mstep: Class 1 contains 7418 members 
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Entering Unmasked Estep 
Score: -2902004.500000 Penalty: 11615.319336
	Iteration 72Q: 3 clusters Score -2902004 nChanged 100
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Mstep: Class 1 contains 7408 members 
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Entering Unmasked Estep 
Score: -2902041.750000 Penalty: 11615.319336
	Iteration 73Q: 3 clusters Score -2902042 nChanged 90
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Mstep: Class 1 contains 7402 members 
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Entering Unmasked Estep 
Score: -2902071.500000 Penalty: 11615.319336
	Iteration 74Q: 3 clusters Score -2902072 nChanged 81
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Mstep: Class 1 contains 7405 members 
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Entering Unmasked Estep 
Score: -2902097.250000 Penalty: 11615.319336
	Iteration 75Q: 3 clusters Score -2902097 nChanged 79
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Mstep: Class 1 contains 7418 members 
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Entering Unmasked Estep 
Score: -2902124.000000 Penalty: 11615.319336
	Iteration 76Q: 3 clusters Score -2902124 nChanged 78
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Mstep: Class 1 contains 7428 members 
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Entering Unmasked Estep 
Score: -2902150.500000 Penalty: 11615.319336
	Iteration 77Q: 3 clusters Score -2902150 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7439 members 
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Entering Unmasked Estep 
Score: -2902170.000000 Penalty: 11615.319336
	Iteration 78Q: 3 clusters Score -2902170 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7454 members 
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Entering Unmasked Estep 
Score: -2902190.500000 Penalty: 11615.319336
	Iteration 79Q: 3 clusters Score -2902190 nChanged 70
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Mstep: Class 1 contains 7472 members 
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Entering Unmasked Estep 
Score: -2902213.500000 Penalty: 11615.319336
	Iteration 80F: 3 clusters Score -2902214 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7502 members 
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Entering Unmasked Estep 
Score: -2902243.500000 Penalty: 11615.319336
	Iteration 81Q: 3 clusters Score -2902244 nChanged 79
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Mstep: Class 1 contains 7525 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2902272 nChanged 86
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Mstep: Class 1 contains 7555 members 
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Entering Unmasked Estep 
Score: -2902290.500000 Penalty: 11615.319336
	Iteration 83Q: 3 clusters Score -2902290 nChanged 67
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Mstep: Class 1 contains 7570 members 
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Entering Unmasked Estep 
Score: -2902313.500000 Penalty: 11615.319336
	Iteration 84Q: 3 clusters Score -2902314 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7597 members 
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Entering Unmasked Estep 
Score: -2902341.000000 Penalty: 11615.319336
	Iteration 85Q: 3 clusters Score -2902341 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7627 members 
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Entering Unmasked Estep 
Score: -2902358.000000 Penalty: 11615.319336
	Iteration 86Q: 3 clusters Score -2902358 nChanged 63
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Mstep: Class 1 contains 7662 members 
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Entering Unmasked Estep 
Score: -2902381.750000 Penalty: 11615.319336
	Iteration 87Q: 3 clusters Score -2902382 nChanged 64
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Mstep: Class 1 contains 7694 members 
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Entering Unmasked Estep 
Score: -2902414.000000 Penalty: 11615.319336
	Iteration 88Q: 3 clusters Score -2902414 nChanged 72
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Mstep: Class 1 contains 7734 members 
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Entering Unmasked Estep 
Score: -2902448.750000 Penalty: 11615.319336
	Iteration 89Q: 3 clusters Score -2902449 nChanged 74
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Mstep: Class 1 contains 7768 members 
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Entering Unmasked Estep 
Score: -2902464.250000 Penalty: 11615.319336
	Iteration 90Q: 3 clusters Score -2902464 nChanged 76
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Mstep: Class 1 contains 7782 members 
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Entering Unmasked Estep 
Score: -2902497.000000 Penalty: 11615.319336
	Iteration 91Q: 3 clusters Score -2902497 nChanged 74
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Entering Unmasked Estep 
Score: -2902527.500000 Penalty: 11615.319336
	Iteration 92Q: 3 clusters Score -2902528 nChanged 75
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Entering Unmasked Estep 
Score: -2902553.250000 Penalty: 11615.319336
	Iteration 93Q: 3 clusters Score -2902553 nChanged 62
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Entering Unmasked Estep 
Score: -2902578.500000 Penalty: 11615.319336
	Iteration 94Q: 3 clusters Score -2902578 nChanged 50
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2902590 nChanged 62
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Entering Unmasked Estep 
Score: -2902618.250000 Penalty: 11615.319336
	Iteration 96Q: 3 clusters Score -2902618 nChanged 65
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Entering Unmasked Estep 
Score: -2902639.500000 Penalty: 11615.319336
	Iteration 97Q: 3 clusters Score -2902640 nChanged 66
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2902663 nChanged 69
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2902694 nChanged 74
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Mstep: Class 1 contains 8047 members 
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Entering Unmasked Estep 
Score: -2902714.750000 Penalty: 11615.319336
	Iteration 100F: 3 clusters Score -2902715 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8070 members 
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Entering Unmasked Estep 
Score: -2902734.500000 Penalty: 11615.319336
	Iteration 101Q: 3 clusters Score -2902734 nChanged 59
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Entering Unmasked Estep 
Score: -2902760.250000 Penalty: 11615.319336
	Iteration 102Q: 3 clusters Score -2902760 nChanged 52
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2902772 nChanged 43
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Entering Unmasked Estep 
Score: -2902789.500000 Penalty: 11615.319336
	Iteration 104Q: 3 clusters Score -2902790 nChanged 43
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2902800 nChanged 42
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Entering Unmasked Estep 
Score: -2902816.500000 Penalty: 11615.319336
	Iteration 106Q: 3 clusters Score -2902816 nChanged 30
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Entering Unmasked Estep 
Score: -2902819.750000 Penalty: 11615.319336
	Iteration 107Q: 3 clusters Score -2902820 nChanged 33
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Entering Unmasked Estep 
Score: -2902837.750000 Penalty: 11615.319336
	Iteration 108Q: 3 clusters Score -2902838 nChanged 33
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Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2902853.250000 Penalty: 11615.319336
	Iteration 109Q: 3 clusters Score -2902853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2902870.000000 Penalty: 11615.319336
	Iteration 110Q: 3 clusters Score -2902870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2902868.500000 Penalty: 11615.319336
	Iteration 111Q: 3 clusters Score -2902868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2902876.500000 Penalty: 11615.319336
	Iteration 112Q: 3 clusters Score -2902876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2902887.500000 Penalty: 11615.319336
	Iteration 113Q: 3 clusters Score -2902888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2902886.500000 Penalty: 11615.319336
	Iteration 114Q: 3 clusters Score -2902886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2902896.250000 Penalty: 11615.319336
	Iteration 115Q: 3 clusters Score -2902896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2902912.250000 Penalty: 11615.319336
	Iteration 116Q: 3 clusters Score -2902912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2902923.500000 Penalty: 11615.319336
	Iteration 117Q: 3 clusters Score -2902924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2902938.250000 Penalty: 11615.319336
	Iteration 118Q: 3 clusters Score -2902938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2902942.500000 Penalty: 11615.319336
	Iteration 119Q: 3 clusters Score -2902942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2902968.500000 Penalty: 11615.319336
	Iteration 120F: 3 clusters Score -2902968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2902989.500000 Penalty: 11615.319336
	Iteration 121Q: 3 clusters Score -2902990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2903005.500000 Penalty: 11615.319336
	Iteration 122Q: 3 clusters Score -2903006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2903014.250000 Penalty: 11615.319336
	Iteration 123Q: 3 clusters Score -2903014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2903026.000000 Penalty: 11615.319336
	Iteration 124Q: 3 clusters Score -2903026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2903037.500000 Penalty: 11615.319336
	Iteration 125Q: 3 clusters Score -2903038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2903050.000000 Penalty: 11615.319336
	Iteration 126Q: 3 clusters Score -2903050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2903064.500000 Penalty: 11615.319336
	Iteration 127Q: 3 clusters Score -2903064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2903081.000000 Penalty: 11615.319336
	Iteration 128Q: 3 clusters Score -2903081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2903101.500000 Penalty: 11615.319336
	Iteration 129Q: 3 clusters Score -2903102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2903120.000000 Penalty: 11615.319336
	Iteration 130Q: 3 clusters Score -2903120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2903133.000000 Penalty: 11615.319336
	Iteration 131Q: 3 clusters Score -2903133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2903157.000000 Penalty: 11615.319336
	Iteration 132Q: 3 clusters Score -2903157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2903177.000000 Penalty: 11615.319336
	Iteration 133Q: 3 clusters Score -2903177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2903189.500000 Penalty: 11615.319336
	Iteration 134Q: 3 clusters Score -2903190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2903212.750000 Penalty: 11615.319336
	Iteration 135Q: 3 clusters Score -2903213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2903240.250000 Penalty: 11615.319336
	Iteration 136Q: 3 clusters Score -2903240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2903268.250000 Penalty: 11615.319336
	Iteration 137Q: 3 clusters Score -2903268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2903290.500000 Penalty: 11615.319336
	Iteration 138Q: 3 clusters Score -2903290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2903298.250000 Penalty: 11615.319336
	Iteration 139Q: 3 clusters Score -2903298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2903323.750000 Penalty: 11615.319336
	Iteration 140F: 3 clusters Score -2903324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2903342.750000 Penalty: 11615.319336
	Iteration 141Q: 3 clusters Score -2903343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2903361.500000 Penalty: 11615.319336
	Iteration 142Q: 3 clusters Score -2903362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2903377.500000 Penalty: 11615.319336
	Iteration 143Q: 3 clusters Score -2903378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2903397.250000 Penalty: 11615.319336
	Iteration 144Q: 3 clusters Score -2903397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2903415.750000 Penalty: 11615.319336
	Iteration 145Q: 3 clusters Score -2903416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2903428.750000 Penalty: 11615.319336
	Iteration 146Q: 3 clusters Score -2903429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2903431.750000 Penalty: 11615.319336
	Iteration 147Q: 3 clusters Score -2903432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2903447.000000 Penalty: 11615.319336
	Iteration 148Q: 3 clusters Score -2903447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2903455.750000 Penalty: 11615.319336
	Iteration 149Q: 3 clusters Score -2903456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2903470.000000 Penalty: 11615.319336
	Iteration 150Q: 3 clusters Score -2903470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2903474.750000 Penalty: 11615.319336
	Iteration 151Q: 3 clusters Score -2903475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2903469.500000 Penalty: 11615.319336
	Iteration 152Q: 3 clusters Score -2903470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2903488.000000 Penalty: 11615.319336
	Iteration 153Q: 3 clusters Score -2903488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2903495.750000 Penalty: 11615.319336
	Iteration 154Q: 3 clusters Score -2903496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2903496.750000 Penalty: 11615.319336
	Iteration 155Q: 3 clusters Score -2903497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2903506.000000 Penalty: 11615.319336
	Iteration 156Q: 3 clusters Score -2903506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2903509.500000 Penalty: 11615.319336
	Iteration 157Q: 3 clusters Score -2903510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2903510.500000 Penalty: 11615.319336
	Iteration 158Q: 3 clusters Score -2903510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2903511.500000 Penalty: 11615.319336
	Iteration 159Q: 3 clusters Score -2903512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2903514.750000 Penalty: 11615.319336
	Iteration 160F: 3 clusters Score -2903515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2903517.000000 Penalty: 11615.319336
	Iteration 161Q: 3 clusters Score -2903517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2903517.500000 Penalty: 11615.319336
	Iteration 162Q: 3 clusters Score -2903518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2903512.500000 Penalty: 11615.319336
	Iteration 163Q: 3 clusters Score -2903512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2903516.500000 Penalty: 11615.319336
	Iteration 164Q: 3 clusters Score -2903516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2903519.500000 Penalty: 11615.319336
	Iteration 165Q: 3 clusters Score -2903520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2903520.250000 Penalty: 11615.319336
	Iteration 166Q: 3 clusters Score -2903520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2903520.250000 Penalty: 11615.319336
	Iteration 167F: 3 clusters Score -2903520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Entering Unmasked Estep 
Score: -3075624.750000 Penalty: 5848.559082
	Iteration 0F: 2 clusters Score -3075625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3062914.750000 Penalty: 11697.118164
	Iteration 0F: 3 clusters Score -3062915 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3065886.250000 Penalty: 11697.118164
	Iteration 1F: 3 clusters Score -3065886 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3066446.500000 Penalty: 11697.118164
	Iteration 2F: 3 clusters Score -3066446 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3066814.500000 Penalty: 11697.118164
	Iteration 3F: 3 clusters Score -3066814 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3067083.750000 Penalty: 11697.118164
	Iteration 4Q: 3 clusters Score -3067084 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -3067305.250000 Penalty: 11697.118164
	Iteration 5Q: 3 clusters Score -3067305 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -3067534.750000 Penalty: 11697.118164
	Iteration 6Q: 3 clusters Score -3067535 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3067758.250000 Penalty: 11697.118164
	Iteration 7Q: 3 clusters Score -3067758 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3067990.250000 Penalty: 11697.118164
	Iteration 8Q: 3 clusters Score -3067990 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3068235.000000 Penalty: 11697.118164
	Iteration 9Q: 3 clusters Score -3068235 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3068479.000000 Penalty: 11697.118164
	Iteration 10Q: 3 clusters Score -3068479 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3068706.750000 Penalty: 11697.118164
	Iteration 11Q: 3 clusters Score -3068707 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3068972.250000 Penalty: 11697.118164
	Iteration 12Q: 3 clusters Score -3068972 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3069256.500000 Penalty: 11697.118164
	Iteration 13Q: 3 clusters Score -3069256 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3069507.000000 Penalty: 11697.118164
	Iteration 14Q: 3 clusters Score -3069507 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3069746.750000 Penalty: 11697.118164
	Iteration 15Q: 3 clusters Score -3069747 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3069948.000000 Penalty: 11697.118164
	Iteration 16Q: 3 clusters Score -3069948 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3070122.000000 Penalty: 11697.118164
	Iteration 17Q: 3 clusters Score -3070122 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3070265.000000 Penalty: 11697.118164
	Iteration 18Q: 3 clusters Score -3070265 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3070369.000000 Penalty: 11697.118164
	Iteration 19Q: 3 clusters Score -3070369 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3070445.250000 Penalty: 11697.118164
	Iteration 20F: 3 clusters Score -3070445 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3070513.750000 Penalty: 11697.118164
	Iteration 21Q: 3 clusters Score -3070514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3070549.250000 Penalty: 11697.118164
	Iteration 22Q: 3 clusters Score -3070549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3070584.250000 Penalty: 11697.118164
	Iteration 23Q: 3 clusters Score -3070584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3070610.000000 Penalty: 11697.118164
	Iteration 24Q: 3 clusters Score -3070610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3070641.250000 Penalty: 11697.118164
	Iteration 25Q: 3 clusters Score -3070641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3070650.000000 Penalty: 11697.118164
	Iteration 26Q: 3 clusters Score -3070650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3070663.750000 Penalty: 11697.118164
	Iteration 27Q: 3 clusters Score -3070664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3070670.000000 Penalty: 11697.118164
	Iteration 28Q: 3 clusters Score -3070670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3070678.000000 Penalty: 11697.118164
	Iteration 29Q: 3 clusters Score -3070678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3070680.000000 Penalty: 11697.118164
	Iteration 30Q: 3 clusters Score -3070680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3070698.750000 Penalty: 11697.118164
	Iteration 31Q: 3 clusters Score -3070699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3070698.250000 Penalty: 11697.118164
	Iteration 32Q: 3 clusters Score -3070698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3070707.250000 Penalty: 11697.118164
	Iteration 33Q: 3 clusters Score -3070707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3070714.500000 Penalty: 11697.118164
	Iteration 34Q: 3 clusters Score -3070714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3070723.750000 Penalty: 11697.118164
	Iteration 35Q: 3 clusters Score -3070724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3070740.750000 Penalty: 11697.118164
	Iteration 36Q: 3 clusters Score -3070741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3070740.500000 Penalty: 11697.118164
	Iteration 37Q: 3 clusters Score -3070740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3070749.750000 Penalty: 11697.118164
	Iteration 38Q: 3 clusters Score -3070750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3070759.250000 Penalty: 11697.118164
	Iteration 39Q: 3 clusters Score -3070759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3070776.500000 Penalty: 11697.118164
	Iteration 40F: 3 clusters Score -3070776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3070789.000000 Penalty: 11697.118164
	Iteration 41Q: 3 clusters Score -3070789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3070795.000000 Penalty: 11697.118164
	Iteration 42Q: 3 clusters Score -3070795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3070812.000000 Penalty: 11697.118164
	Iteration 43Q: 3 clusters Score -3070812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3070806.750000 Penalty: 11697.118164
	Iteration 44Q: 3 clusters Score -3070807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3070815.000000 Penalty: 11697.118164
	Iteration 45Q: 3 clusters Score -3070815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3070831.000000 Penalty: 11697.118164
	Iteration 46Q: 3 clusters Score -3070831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3070837.250000 Penalty: 11697.118164
	Iteration 47Q: 3 clusters Score -3070837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3070840.750000 Penalty: 11697.118164
	Iteration 48Q: 3 clusters Score -3070841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3070842.000000 Penalty: 11697.118164
	Iteration 49Q: 3 clusters Score -3070842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3070844.500000 Penalty: 11697.118164
	Iteration 50Q: 3 clusters Score -3070844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3070847.500000 Penalty: 11697.118164
	Iteration 51Q: 3 clusters Score -3070848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3070848.000000 Penalty: 11697.118164
	Iteration 52Q: 3 clusters Score -3070848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3070856.250000 Penalty: 11697.118164
	Iteration 53Q: 3 clusters Score -3070856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3070864.500000 Penalty: 11697.118164
	Iteration 54Q: 3 clusters Score -3070864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3070860.500000 Penalty: 11697.118164
	Iteration 55Q: 3 clusters Score -3070860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3070865.250000 Penalty: 11697.118164
	Iteration 56Q: 3 clusters Score -3070865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3070869.500000 Penalty: 11697.118164
	Iteration 57Q: 3 clusters Score -3070870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3070865.500000 Penalty: 11697.118164
	Iteration 58Q: 3 clusters Score -3070866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3070866.000000 Penalty: 11697.118164
	Iteration 59Q: 3 clusters Score -3070866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3070864.750000 Penalty: 11697.118164
	Iteration 60F: 3 clusters Score -3070865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3070869.000000 Penalty: 11697.118164
	Iteration 61Q: 3 clusters Score -3070869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3070868.250000 Penalty: 11697.118164
	Iteration 62Q: 3 clusters Score -3070868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3070868.250000 Penalty: 11697.118164
	Iteration 63Q: 3 clusters Score -3070868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3070868.000000 Penalty: 11697.118164
	Iteration 64Q: 3 clusters Score -3070868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3070869.250000 Penalty: 11697.118164
	Iteration 65Q: 3 clusters Score -3070869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3070869.250000 Penalty: 11697.118164
	Iteration 66Q: 3 clusters Score -3070869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3070871.000000 Penalty: 11697.118164
	Iteration 67Q: 3 clusters Score -3070871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3070875.500000 Penalty: 11697.118164
	Iteration 68Q: 3 clusters Score -3070876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3070875.500000 Penalty: 11697.118164
	Iteration 69F: 3 clusters Score -3070876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Entering Unmasked Estep 
Score: -3569551.500000 Penalty: 5925.447754
	Iteration 0F: 2 clusters Score -3569552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3555672.000000 Penalty: 11850.895508
	Iteration 0F: 3 clusters Score -3555672 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3559317.000000 Penalty: 11850.895508
	Iteration 1F: 3 clusters Score -3559317 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3560049.750000 Penalty: 11850.895508
	Iteration 2F: 3 clusters Score -3560050 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3560535.000000 Penalty: 11850.895508
	Iteration 3F: 3 clusters Score -3560535 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3560928.250000 Penalty: 11850.895508
	Iteration 4Q: 3 clusters Score -3560928 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3561266.750000 Penalty: 11850.895508
	Iteration 5Q: 3 clusters Score -3561267 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3561571.750000 Penalty: 11850.895508
	Iteration 6Q: 3 clusters Score -3561572 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3561841.750000 Penalty: 11850.895508
	Iteration 7Q: 3 clusters Score -3561842 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3562145.250000 Penalty: 11850.895508
	Iteration 8Q: 3 clusters Score -3562145 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3562439.000000 Penalty: 11850.895508
	Iteration 9Q: 3 clusters Score -3562439 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3562712.500000 Penalty: 11850.895508
	Iteration 10Q: 3 clusters Score -3562712 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3563019.500000 Penalty: 11850.895508
	Iteration 11Q: 3 clusters Score -3563020 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3563331.000000 Penalty: 11850.895508
	Iteration 12Q: 3 clusters Score -3563331 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3563655.250000 Penalty: 11850.895508
	Iteration 13Q: 3 clusters Score -3563655 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3563965.000000 Penalty: 11850.895508
	Iteration 14Q: 3 clusters Score -3563965 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3564293.000000 Penalty: 11850.895508
	Iteration 15Q: 3 clusters Score -3564293 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3564623.500000 Penalty: 11850.895508
	Iteration 16Q: 3 clusters Score -3564624 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3565000.250000 Penalty: 11850.895508
	Iteration 17Q: 3 clusters Score -3565000 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3565351.500000 Penalty: 11850.895508
	Iteration 18Q: 3 clusters Score -3565352 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3565704.250000 Penalty: 11850.895508
	Iteration 19Q: 3 clusters Score -3565704 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3566107.250000 Penalty: 11850.895508
	Iteration 20F: 3 clusters Score -3566107 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3566287.500000 Penalty: 11850.895508
	Iteration 21Q: 3 clusters Score -3566288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3566368.500000 Penalty: 11850.895508
	Iteration 22Q: 3 clusters Score -3566368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3566432.750000 Penalty: 11850.895508
	Iteration 23Q: 3 clusters Score -3566433 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3566463.500000 Penalty: 11850.895508
	Iteration 24Q: 3 clusters Score -3566464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3566484.750000 Penalty: 11850.895508
	Iteration 25Q: 3 clusters Score -3566485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3566495.000000 Penalty: 11850.895508
	Iteration 26Q: 3 clusters Score -3566495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3566502.500000 Penalty: 11850.895508
	Iteration 27Q: 3 clusters Score -3566502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3566507.750000 Penalty: 11850.895508
	Iteration 28Q: 3 clusters Score -3566508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3566511.000000 Penalty: 11850.895508
	Iteration 29Q: 3 clusters Score -3566511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3566521.500000 Penalty: 11850.895508
	Iteration 30Q: 3 clusters Score -3566522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3566516.500000 Penalty: 11850.895508
	Iteration 31Q: 3 clusters Score -3566516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3566522.000000 Penalty: 11850.895508
	Iteration 32Q: 3 clusters Score -3566522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3566522.000000 Penalty: 11850.895508
	Iteration 33F: 3 clusters Score -3566522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Entering Unmasked Estep 
Score: -2115277.250000 Penalty: 5593.847168
	Iteration 0F: 2 clusters Score -2115277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2105535.000000 Penalty: 11187.694336
	Iteration 0F: 3 clusters Score -2105535 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2107517.750000 Penalty: 11187.694336
	Iteration 1F: 3 clusters Score -2107518 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2107916.000000 Penalty: 11187.694336
	Iteration 2F: 3 clusters Score -2107916 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2108160.500000 Penalty: 11187.694336
	Iteration 3Q: 3 clusters Score -2108160 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2108304.750000 Penalty: 11187.694336
	Iteration 4Q: 3 clusters Score -2108305 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2108383.250000 Penalty: 11187.694336
	Iteration 5Q: 3 clusters Score -2108383 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2108461.500000 Penalty: 11187.694336
	Iteration 6Q: 3 clusters Score -2108462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2108508.500000 Penalty: 11187.694336
	Iteration 7Q: 3 clusters Score -2108508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2108568.000000 Penalty: 11187.694336
	Iteration 8Q: 3 clusters Score -2108568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2108605.750000 Penalty: 11187.694336
	Iteration 9Q: 3 clusters Score -2108606 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2108643.000000 Penalty: 11187.694336
	Iteration 10Q: 3 clusters Score -2108643 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2108681.000000 Penalty: 11187.694336
	Iteration 11Q: 3 clusters Score -2108681 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2108719.000000 Penalty: 11187.694336
	Iteration 12Q: 3 clusters Score -2108719 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2108766.000000 Penalty: 11187.694336
	Iteration 13Q: 3 clusters Score -2108766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2108798.250000 Penalty: 11187.694336
	Iteration 14Q: 3 clusters Score -2108798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2108817.000000 Penalty: 11187.694336
	Iteration 15Q: 3 clusters Score -2108817 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2108848.250000 Penalty: 11187.694336
	Iteration 16Q: 3 clusters Score -2108848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2108862.750000 Penalty: 11187.694336
	Iteration 17Q: 3 clusters Score -2108863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2108886.000000 Penalty: 11187.694336
	Iteration 18Q: 3 clusters Score -2108886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2108908.250000 Penalty: 11187.694336
	Iteration 19Q: 3 clusters Score -2108908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2108932.000000 Penalty: 11187.694336
	Iteration 20F: 3 clusters Score -2108932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2108956.750000 Penalty: 11187.694336
	Iteration 21Q: 3 clusters Score -2108957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2108978.750000 Penalty: 11187.694336
	Iteration 22Q: 3 clusters Score -2108979 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2108997.250000 Penalty: 11187.694336
	Iteration 23Q: 3 clusters Score -2108997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2109018.500000 Penalty: 11187.694336
	Iteration 24Q: 3 clusters Score -2109018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2109034.500000 Penalty: 11187.694336
	Iteration 25Q: 3 clusters Score -2109034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2109049.500000 Penalty: 11187.694336
	Iteration 26Q: 3 clusters Score -2109050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2109074.750000 Penalty: 11187.694336
	Iteration 27Q: 3 clusters Score -2109075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2109080.750000 Penalty: 11187.694336
	Iteration 28Q: 3 clusters Score -2109081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2109100.250000 Penalty: 11187.694336
	Iteration 29Q: 3 clusters Score -2109100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2109110.750000 Penalty: 11187.694336
	Iteration 30Q: 3 clusters Score -2109111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2109136.000000 Penalty: 11187.694336
	Iteration 31Q: 3 clusters Score -2109136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2109156.000000 Penalty: 11187.694336
	Iteration 32Q: 3 clusters Score -2109156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2109177.250000 Penalty: 11187.694336
	Iteration 33Q: 3 clusters Score -2109177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2109205.000000 Penalty: 11187.694336
	Iteration 34Q: 3 clusters Score -2109205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2109225.250000 Penalty: 11187.694336
	Iteration 35Q: 3 clusters Score -2109225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2109247.500000 Penalty: 11187.694336
	Iteration 36Q: 3 clusters Score -2109248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2109272.500000 Penalty: 11187.694336
	Iteration 37Q: 3 clusters Score -2109272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2109295.000000 Penalty: 11187.694336
	Iteration 38Q: 3 clusters Score -2109295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2109329.500000 Penalty: 11187.694336
	Iteration 39Q: 3 clusters Score -2109330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2109367.250000 Penalty: 11187.694336
	Iteration 40F: 3 clusters Score -2109367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2109397.000000 Penalty: 11187.694336
	Iteration 41Q: 3 clusters Score -2109397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2109423.000000 Penalty: 11187.694336
	Iteration 42Q: 3 clusters Score -2109423 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2109451.250000 Penalty: 11187.694336
	Iteration 43Q: 3 clusters Score -2109451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2109480.500000 Penalty: 11187.694336
	Iteration 44Q: 3 clusters Score -2109480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2109510.750000 Penalty: 11187.694336
	Iteration 45Q: 3 clusters Score -2109511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2109549.000000 Penalty: 11187.694336
	Iteration 46Q: 3 clusters Score -2109549 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2109577.250000 Penalty: 11187.694336
	Iteration 47Q: 3 clusters Score -2109577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2109616.000000 Penalty: 11187.694336
	Iteration 48Q: 3 clusters Score -2109616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2109649.000000 Penalty: 11187.694336
	Iteration 49Q: 3 clusters Score -2109649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2109684.000000 Penalty: 11187.694336
	Iteration 50Q: 3 clusters Score -2109684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2109720.750000 Penalty: 11187.694336
	Iteration 51Q: 3 clusters Score -2109721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2109753.000000 Penalty: 11187.694336
	Iteration 52Q: 3 clusters Score -2109753 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2109779.750000 Penalty: 11187.694336
	Iteration 53Q: 3 clusters Score -2109780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2109812.750000 Penalty: 11187.694336
	Iteration 54Q: 3 clusters Score -2109813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2109839.000000 Penalty: 11187.694336
	Iteration 55Q: 3 clusters Score -2109839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2109860.500000 Penalty: 11187.694336
	Iteration 56Q: 3 clusters Score -2109860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2109884.750000 Penalty: 11187.694336
	Iteration 57Q: 3 clusters Score -2109885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2109909.000000 Penalty: 11187.694336
	Iteration 58Q: 3 clusters Score -2109909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2109943.000000 Penalty: 11187.694336
	Iteration 59Q: 3 clusters Score -2109943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2109993.250000 Penalty: 11187.694336
	Iteration 60F: 3 clusters Score -2109993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2110024.000000 Penalty: 11187.694336
	Iteration 61Q: 3 clusters Score -2110024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2110058.000000 Penalty: 11187.694336
	Iteration 62Q: 3 clusters Score -2110058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2110099.250000 Penalty: 11187.694336
	Iteration 63Q: 3 clusters Score -2110099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2110126.250000 Penalty: 11187.694336
	Iteration 64Q: 3 clusters Score -2110126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2110153.750000 Penalty: 11187.694336
	Iteration 65Q: 3 clusters Score -2110154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2110175.500000 Penalty: 11187.694336
	Iteration 66Q: 3 clusters Score -2110176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2110196.000000 Penalty: 11187.694336
	Iteration 67Q: 3 clusters Score -2110196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2110203.750000 Penalty: 11187.694336
	Iteration 68Q: 3 clusters Score -2110204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2110210.500000 Penalty: 11187.694336
	Iteration 69Q: 3 clusters Score -2110210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2110215.500000 Penalty: 11187.694336
	Iteration 70Q: 3 clusters Score -2110216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2110225.750000 Penalty: 11187.694336
	Iteration 71Q: 3 clusters Score -2110226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2110235.000000 Penalty: 11187.694336
	Iteration 72Q: 3 clusters Score -2110235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2110252.500000 Penalty: 11187.694336
	Iteration 73Q: 3 clusters Score -2110252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2110269.000000 Penalty: 11187.694336
	Iteration 74Q: 3 clusters Score -2110269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2110273.250000 Penalty: 11187.694336
	Iteration 75Q: 3 clusters Score -2110273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2110280.000000 Penalty: 11187.694336
	Iteration 76Q: 3 clusters Score -2110280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2110287.750000 Penalty: 11187.694336
	Iteration 77Q: 3 clusters Score -2110288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2110295.250000 Penalty: 11187.694336
	Iteration 78Q: 3 clusters Score -2110295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2110293.500000 Penalty: 11187.694336
	Iteration 79Q: 3 clusters Score -2110294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2110295.000000 Penalty: 11187.694336
	Iteration 80F: 3 clusters Score -2110295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Entering Unmasked Estep 
Score: -6853685.500000 Penalty: 6313.150391
	Iteration 0F: 2 clusters Score -6853686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -6830721.500000 Penalty: 12626.300781
	Iteration 0F: 3 clusters Score -6830722 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -6837462.000000 Penalty: 12626.300781
	Iteration 1F: 3 clusters Score -6837462 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -6838210.500000 Penalty: 12626.300781
	Iteration 2F: 3 clusters Score -6838210 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -6838738.500000 Penalty: 12626.300781
	Iteration 3Q: 3 clusters Score -6838738 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -6839185.000000 Penalty: 12626.300781
	Iteration 4Q: 3 clusters Score -6839185 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -6839569.500000 Penalty: 12626.300781
	Iteration 5Q: 3 clusters Score -6839570 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -6839967.500000 Penalty: 12626.300781
	Iteration 6Q: 3 clusters Score -6839968 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -6840491.000000 Penalty: 12626.300781
	Iteration 7Q: 3 clusters Score -6840491 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -6841104.500000 Penalty: 12626.300781
	Iteration 8Q: 3 clusters Score -6841104 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -6841857.500000 Penalty: 12626.300781
	Iteration 9Q: 3 clusters Score -6841858 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -6842790.500000 Penalty: 12626.300781
	Iteration 10Q: 3 clusters Score -6842790 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -6843869.500000 Penalty: 12626.300781
	Iteration 11Q: 3 clusters Score -6843870 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -6844878.000000 Penalty: 12626.300781
	Iteration 12Q: 3 clusters Score -6844878 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -6845781.000000 Penalty: 12626.300781
	Iteration 13Q: 3 clusters Score -6845781 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -6846528.000000 Penalty: 12626.300781
	Iteration 14Q: 3 clusters Score -6846528 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6847107.500000 Penalty: 12626.300781
	Iteration 15Q: 3 clusters Score -6847108 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6847470.000000 Penalty: 12626.300781
	Iteration 16Q: 3 clusters Score -6847470 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6847731.500000 Penalty: 12626.300781
	Iteration 17Q: 3 clusters Score -6847732 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6847910.500000 Penalty: 12626.300781
	Iteration 18Q: 3 clusters Score -6847910 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6848060.000000 Penalty: 12626.300781
	Iteration 19Q: 3 clusters Score -6848060 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6848127.000000 Penalty: 12626.300781
	Iteration 20F: 3 clusters Score -6848127 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6848186.000000 Penalty: 12626.300781
	Iteration 21Q: 3 clusters Score -6848186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6848232.000000 Penalty: 12626.300781
	Iteration 22Q: 3 clusters Score -6848232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6848263.000000 Penalty: 12626.300781
	Iteration 23Q: 3 clusters Score -6848263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6848298.000000 Penalty: 12626.300781
	Iteration 24Q: 3 clusters Score -6848298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6848325.000000 Penalty: 12626.300781
	Iteration 25Q: 3 clusters Score -6848325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6848344.500000 Penalty: 12626.300781
	Iteration 26Q: 3 clusters Score -6848344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6848352.000000 Penalty: 12626.300781
	Iteration 27Q: 3 clusters Score -6848352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6848363.000000 Penalty: 12626.300781
	Iteration 28Q: 3 clusters Score -6848363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6848365.000000 Penalty: 12626.300781
	Iteration 29Q: 3 clusters Score -6848365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6848360.000000 Penalty: 12626.300781
	Iteration 30Q: 3 clusters Score -6848360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6848373.000000 Penalty: 12626.300781
	Iteration 31Q: 3 clusters Score -6848373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6848376.500000 Penalty: 12626.300781
	Iteration 32Q: 3 clusters Score -6848376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6848388.000000 Penalty: 12626.300781
	Iteration 33Q: 3 clusters Score -6848388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6848387.500000 Penalty: 12626.300781
	Iteration 34Q: 3 clusters Score -6848388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6848389.500000 Penalty: 12626.300781
	Iteration 35Q: 3 clusters Score -6848390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6848386.500000 Penalty: 12626.300781
	Iteration 36Q: 3 clusters Score -6848386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6848401.000000 Penalty: 12626.300781
	Iteration 37Q: 3 clusters Score -6848401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6848403.500000 Penalty: 12626.300781
	Iteration 38Q: 3 clusters Score -6848404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6848395.500000 Penalty: 12626.300781
	Iteration 39Q: 3 clusters Score -6848396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6848396.000000 Penalty: 12626.300781
	Iteration 40F: 3 clusters Score -6848396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6848419.500000 Penalty: 12626.300781
	Iteration 41Q: 3 clusters Score -6848420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6848424.000000 Penalty: 12626.300781
	Iteration 42Q: 3 clusters Score -6848424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6848415.000000 Penalty: 12626.300781
	Iteration 43Q: 3 clusters Score -6848415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6848436.000000 Penalty: 12626.300781
	Iteration 44Q: 3 clusters Score -6848436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6848427.500000 Penalty: 12626.300781
	Iteration 45Q: 3 clusters Score -6848428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6848441.000000 Penalty: 12626.300781
	Iteration 46Q: 3 clusters Score -6848441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6848441.500000 Penalty: 12626.300781
	Iteration 47Q: 3 clusters Score -6848442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6848442.500000 Penalty: 12626.300781
	Iteration 48Q: 3 clusters Score -6848442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6848433.500000 Penalty: 12626.300781
	Iteration 49Q: 3 clusters Score -6848434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6848435.500000 Penalty: 12626.300781
	Iteration 50Q: 3 clusters Score -6848436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6848442.000000 Penalty: 12626.300781
	Iteration 51Q: 3 clusters Score -6848442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6848441.000000 Penalty: 12626.300781
	Iteration 52Q: 3 clusters Score -6848441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6848441.000000 Penalty: 12626.300781
	Iteration 53F: 3 clusters Score -6848441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Entering Unmasked Estep 
Score: -2223455.000000 Penalty: 5634.497070
	Iteration 0F: 2 clusters Score -2223455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2213330.500000 Penalty: 11268.994141
	Iteration 0F: 3 clusters Score -2213330 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2215360.000000 Penalty: 11268.994141
	Iteration 1F: 3 clusters Score -2215360 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2215680.000000 Penalty: 11268.994141
	Iteration 2F: 3 clusters Score -2215680 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2215867.500000 Penalty: 11268.994141
	Iteration 3Q: 3 clusters Score -2215868 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2216019.750000 Penalty: 11268.994141
	Iteration 4Q: 3 clusters Score -2216020 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2216141.000000 Penalty: 11268.994141
	Iteration 5Q: 3 clusters Score -2216141 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2216252.500000 Penalty: 11268.994141
	Iteration 6Q: 3 clusters Score -2216252 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2216335.500000 Penalty: 11268.994141
	Iteration 7Q: 3 clusters Score -2216336 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2216418.250000 Penalty: 11268.994141
	Iteration 8Q: 3 clusters Score -2216418 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2216516.500000 Penalty: 11268.994141
	Iteration 9Q: 3 clusters Score -2216516 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2216607.000000 Penalty: 11268.994141
	Iteration 10Q: 3 clusters Score -2216607 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2216698.750000 Penalty: 11268.994141
	Iteration 11Q: 3 clusters Score -2216699 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2216804.250000 Penalty: 11268.994141
	Iteration 12Q: 3 clusters Score -2216804 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2216907.750000 Penalty: 11268.994141
	Iteration 13Q: 3 clusters Score -2216908 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2217011.750000 Penalty: 11268.994141
	Iteration 14Q: 3 clusters Score -2217012 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2217144.750000 Penalty: 11268.994141
	Iteration 15Q: 3 clusters Score -2217145 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2217344.750000 Penalty: 11268.994141
	Iteration 16Q: 3 clusters Score -2217345 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2217683.500000 Penalty: 11268.994141
	Iteration 17Q: 3 clusters Score -2217684 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2218193.000000 Penalty: 11268.994141
	Iteration 18Q: 3 clusters Score -2218193 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2218921.750000 Penalty: 11268.994141
	Iteration 19Q: 3 clusters Score -2218922 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2219852.250000 Penalty: 11268.994141
	Iteration 20F: 3 clusters Score -2219852 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2220650.000000 Penalty: 11268.994141
	Iteration 21F: 3 clusters Score -2220650 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2221174.250000 Penalty: 11268.994141
	Iteration 22Q: 3 clusters Score -2221174 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2221466.250000 Penalty: 11268.994141
	Iteration 23Q: 3 clusters Score -2221466 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2221604.250000 Penalty: 11268.994141
	Iteration 24Q: 3 clusters Score -2221604 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2221684.000000 Penalty: 11268.994141
	Iteration 25Q: 3 clusters Score -2221684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2221715.000000 Penalty: 11268.994141
	Iteration 26Q: 3 clusters Score -2221715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2221732.250000 Penalty: 11268.994141
	Iteration 27Q: 3 clusters Score -2221732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2221741.250000 Penalty: 11268.994141
	Iteration 28Q: 3 clusters Score -2221741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2221750.250000 Penalty: 11268.994141
	Iteration 29Q: 3 clusters Score -2221750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2221759.000000 Penalty: 11268.994141
	Iteration 30Q: 3 clusters Score -2221759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2221764.000000 Penalty: 11268.994141
	Iteration 31Q: 3 clusters Score -2221764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2221761.000000 Penalty: 11268.994141
	Iteration 32Q: 3 clusters Score -2221761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2221764.500000 Penalty: 11268.994141
	Iteration 33Q: 3 clusters Score -2221764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2221774.750000 Penalty: 11268.994141
	Iteration 34Q: 3 clusters Score -2221775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2221776.500000 Penalty: 11268.994141
	Iteration 35Q: 3 clusters Score -2221776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2221789.500000 Penalty: 11268.994141
	Iteration 36Q: 3 clusters Score -2221790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2221800.250000 Penalty: 11268.994141
	Iteration 37Q: 3 clusters Score -2221800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2221818.250000 Penalty: 11268.994141
	Iteration 38Q: 3 clusters Score -2221818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2221840.500000 Penalty: 11268.994141
	Iteration 39Q: 3 clusters Score -2221840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2221858.000000 Penalty: 11268.994141
	Iteration 40F: 3 clusters Score -2221858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2221876.000000 Penalty: 11268.994141
	Iteration 41Q: 3 clusters Score -2221876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2221896.250000 Penalty: 11268.994141
	Iteration 42Q: 3 clusters Score -2221896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2221924.500000 Penalty: 11268.994141
	Iteration 43Q: 3 clusters Score -2221924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2221976.250000 Penalty: 11268.994141
	Iteration 44Q: 3 clusters Score -2221976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2222048.250000 Penalty: 11268.994141
	Iteration 45Q: 3 clusters Score -2222048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2222103.250000 Penalty: 11268.994141
	Iteration 46Q: 3 clusters Score -2222103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2222155.000000 Penalty: 11268.994141
	Iteration 47Q: 3 clusters Score -2222155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2222205.750000 Penalty: 11268.994141
	Iteration 48Q: 3 clusters Score -2222206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2222238.750000 Penalty: 11268.994141
	Iteration 49Q: 3 clusters Score -2222239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2222269.500000 Penalty: 11268.994141
	Iteration 50Q: 3 clusters Score -2222270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2222281.000000 Penalty: 11268.994141
	Iteration 51Q: 3 clusters Score -2222281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2222291.500000 Penalty: 11268.994141
	Iteration 52Q: 3 clusters Score -2222292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2222300.500000 Penalty: 11268.994141
	Iteration 53Q: 3 clusters Score -2222300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2222307.000000 Penalty: 11268.994141
	Iteration 54Q: 3 clusters Score -2222307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2222314.250000 Penalty: 11268.994141
	Iteration 55Q: 3 clusters Score -2222314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2222314.750000 Penalty: 11268.994141
	Iteration 56Q: 3 clusters Score -2222315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2222318.000000 Penalty: 11268.994141
	Iteration 57Q: 3 clusters Score -2222318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2222317.500000 Penalty: 11268.994141
	Iteration 58Q: 3 clusters Score -2222318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2222321.250000 Penalty: 11268.994141
	Iteration 59Q: 3 clusters Score -2222321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2222321.250000 Penalty: 11268.994141
	Iteration 60F: 3 clusters Score -2222321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -536881.500000 Penalty: 4790.265137
	Iteration 0F: 2 clusters Score -536881.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -531655.500000 Penalty: 9580.530273
	Iteration 0F: 3 clusters Score -531655.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -532459.875000 Penalty: 9580.530273
	Iteration 1F: 3 clusters Score -532459.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -532873.437500 Penalty: 9580.530273
	Iteration 2F: 3 clusters Score -532873.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -533240.937500 Penalty: 9580.530273
	Iteration 3F: 3 clusters Score -533240.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -533546.437500 Penalty: 9580.530273
	Iteration 4F: 3 clusters Score -533546.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -533780.375000 Penalty: 9580.530273
	Iteration 5F: 3 clusters Score -533780.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -533957.750000 Penalty: 9580.530273
	Iteration 6Q: 3 clusters Score -533957.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -534108.375000 Penalty: 9580.530273
	Iteration 7Q: 3 clusters Score -534108.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -534229.875000 Penalty: 9580.530273
	Iteration 8Q: 3 clusters Score -534229.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -534329.250000 Penalty: 9580.530273
	Iteration 9Q: 3 clusters Score -534329.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -534423.687500 Penalty: 9580.530273
	Iteration 10Q: 3 clusters Score -534423.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -534526.875000 Penalty: 9580.530273
	Iteration 11Q: 3 clusters Score -534526.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -534624.750000 Penalty: 9580.530273
	Iteration 12Q: 3 clusters Score -534624.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -534720.562500 Penalty: 9580.530273
	Iteration 13Q: 3 clusters Score -534720.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -534809.875000 Penalty: 9580.530273
	Iteration 14Q: 3 clusters Score -534809.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -534864.812500 Penalty: 9580.530273
	Iteration 15Q: 3 clusters Score -534864.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -534907.312500 Penalty: 9580.530273
	Iteration 16Q: 3 clusters Score -534907.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -534933.562500 Penalty: 9580.530273
	Iteration 17Q: 3 clusters Score -534933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -534948.437500 Penalty: 9580.530273
	Iteration 18Q: 3 clusters Score -534948.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -534961.750000 Penalty: 9580.530273
	Iteration 19Q: 3 clusters Score -534961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -534967.875000 Penalty: 9580.530273
	Iteration 20F: 3 clusters Score -534967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -534978.875000 Penalty: 9580.530273
	Iteration 21Q: 3 clusters Score -534978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -534988.250000 Penalty: 9580.530273
	Iteration 22Q: 3 clusters Score -534988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -534996.312500 Penalty: 9580.530273
	Iteration 23Q: 3 clusters Score -534996.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -535002.000000 Penalty: 9580.530273
	Iteration 24Q: 3 clusters Score -535002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -535004.187500 Penalty: 9580.530273
	Iteration 25Q: 3 clusters Score -535004.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -535004.187500 Penalty: 9580.530273
	Iteration 26F: 3 clusters Score -535004.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72243 members 
Entering Unmasked Estep 
Score: -16400147.000000 Penalty: 6852.521973
	Iteration 0F: 2 clusters Score -1.640015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -16350219.000000 Penalty: 13705.043945
	Iteration 0F: 3 clusters Score -1.635022e+07 nChanged 32502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -16367758.000000 Penalty: 13705.043945
	Iteration 1F: 3 clusters Score -1.636776e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -16368733.000000 Penalty: 13705.043945
	Iteration 2Q: 3 clusters Score -1.636873e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -16369717.000000 Penalty: 13705.043945
	Iteration 3Q: 3 clusters Score -1.636972e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -16370403.000000 Penalty: 13705.043945
	Iteration 4Q: 3 clusters Score -1.63704e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -16371092.000000 Penalty: 13705.043945
	Iteration 5Q: 3 clusters Score -1.637109e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -16371938.000000 Penalty: 13705.043945
	Iteration 6Q: 3 clusters Score -1.637194e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -16372893.000000 Penalty: 13705.043945
	Iteration 7Q: 3 clusters Score -1.637289e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -16374022.000000 Penalty: 13705.043945
	Iteration 8Q: 3 clusters Score -1.637402e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -16375377.000000 Penalty: 13705.043945
	Iteration 9Q: 3 clusters Score -1.637538e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -16376778.000000 Penalty: 13705.043945
	Iteration 10Q: 3 clusters Score -1.637678e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -16378171.000000 Penalty: 13705.043945
	Iteration 11Q: 3 clusters Score -1.637817e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -16379706.000000 Penalty: 13705.043945
	Iteration 12Q: 3 clusters Score -1.637971e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -16381309.000000 Penalty: 13705.043945
	Iteration 13Q: 3 clusters Score -1.638131e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -16383019.000000 Penalty: 13705.043945
	Iteration 14Q: 3 clusters Score -1.638302e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -16384410.000000 Penalty: 13705.043945
	Iteration 15Q: 3 clusters Score -1.638441e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -16385752.000000 Penalty: 13705.043945
	Iteration 16Q: 3 clusters Score -1.638575e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -16386792.000000 Penalty: 13705.043945
	Iteration 17Q: 3 clusters Score -1.638679e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -16387577.000000 Penalty: 13705.043945
	Iteration 18Q: 3 clusters Score -1.638758e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -16388166.000000 Penalty: 13705.043945
	Iteration 19Q: 3 clusters Score -1.638817e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -16388645.000000 Penalty: 13705.043945
	Iteration 20F: 3 clusters Score -1.638864e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -16389026.000000 Penalty: 13705.043945
	Iteration 21Q: 3 clusters Score -1.638903e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -16389400.000000 Penalty: 13705.043945
	Iteration 22Q: 3 clusters Score -1.63894e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -16389701.000000 Penalty: 13705.043945
	Iteration 23Q: 3 clusters Score -1.63897e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -16390006.000000 Penalty: 13705.043945
	Iteration 24Q: 3 clusters Score -1.639001e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -16390341.000000 Penalty: 13705.043945
	Iteration 25Q: 3 clusters Score -1.639034e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -16390804.000000 Penalty: 13705.043945
	Iteration 26Q: 3 clusters Score -1.63908e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -16391247.000000 Penalty: 13705.043945
	Iteration 27Q: 3 clusters Score -1.639125e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -16391822.000000 Penalty: 13705.043945
	Iteration 28Q: 3 clusters Score -1.639182e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -16392395.000000 Penalty: 13705.043945
	Iteration 29Q: 3 clusters Score -1.63924e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -16392907.000000 Penalty: 13705.043945
	Iteration 30Q: 3 clusters Score -1.639291e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -16393366.000000 Penalty: 13705.043945
	Iteration 31Q: 3 clusters Score -1.639337e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -16393632.000000 Penalty: 13705.043945
	Iteration 32Q: 3 clusters Score -1.639363e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -16393837.000000 Penalty: 13705.043945
	Iteration 33Q: 3 clusters Score -1.639384e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -16393974.000000 Penalty: 13705.043945
	Iteration 34Q: 3 clusters Score -1.639397e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -16394047.000000 Penalty: 13705.043945
	Iteration 35Q: 3 clusters Score -1.639405e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -16394144.000000 Penalty: 13705.043945
	Iteration 36Q: 3 clusters Score -1.639414e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -16394193.000000 Penalty: 13705.043945
	Iteration 37Q: 3 clusters Score -1.639419e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -16394257.000000 Penalty: 13705.043945
	Iteration 38Q: 3 clusters Score -1.639426e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -16394280.000000 Penalty: 13705.043945
	Iteration 39Q: 3 clusters Score -1.639428e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -16394322.000000 Penalty: 13705.043945
	Iteration 40F: 3 clusters Score -1.639432e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -16394337.000000 Penalty: 13705.043945
	Iteration 41Q: 3 clusters Score -1.639434e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -16394338.000000 Penalty: 13705.043945
	Iteration 42Q: 3 clusters Score -1.639434e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -16394400.000000 Penalty: 13705.043945
	Iteration 43Q: 3 clusters Score -1.63944e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -16394408.000000 Penalty: 13705.043945
	Iteration 44Q: 3 clusters Score -1.639441e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -16394430.000000 Penalty: 13705.043945
	Iteration 45Q: 3 clusters Score -1.639443e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -16394430.000000 Penalty: 13705.043945
	Iteration 46Q: 3 clusters Score -1.639443e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -16394465.000000 Penalty: 13705.043945
	Iteration 47Q: 3 clusters Score -1.639446e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -16394442.000000 Penalty: 13705.043945
	Iteration 48Q: 3 clusters Score -1.639444e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -16394440.000000 Penalty: 13705.043945
	Iteration 49Q: 3 clusters Score -1.639444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -16394436.000000 Penalty: 13705.043945
	Iteration 50Q: 3 clusters Score -1.639444e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -16394435.000000 Penalty: 13705.043945
	Iteration 51Q: 3 clusters Score -1.639444e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -16394447.000000 Penalty: 13705.043945
	Iteration 52Q: 3 clusters Score -1.639445e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -16394455.000000 Penalty: 13705.043945
	Iteration 53Q: 3 clusters Score -1.639446e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -16394417.000000 Penalty: 13705.043945
	Iteration 54Q: 3 clusters Score -1.639442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -16394420.000000 Penalty: 13705.043945
	Iteration 55Q: 3 clusters Score -1.639442e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -16394433.000000 Penalty: 13705.043945
	Iteration 56Q: 3 clusters Score -1.639443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -16394452.000000 Penalty: 13705.043945
	Iteration 57Q: 3 clusters Score -1.639445e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -16394447.000000 Penalty: 13705.043945
	Iteration 58Q: 3 clusters Score -1.639445e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -16394462.000000 Penalty: 13705.043945
	Iteration 59Q: 3 clusters Score -1.639446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -16394468.000000 Penalty: 13705.043945
	Iteration 60F: 3 clusters Score -1.639447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -16394468.000000 Penalty: 13705.043945
	Iteration 61Q: 3 clusters Score -1.639447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -16394467.000000 Penalty: 13705.043945
	Iteration 62Q: 3 clusters Score -1.639447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -16394477.000000 Penalty: 13705.043945
	Iteration 63Q: 3 clusters Score -1.639448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -16394459.000000 Penalty: 13705.043945
	Iteration 64Q: 3 clusters Score -1.639446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -16394463.000000 Penalty: 13705.043945
	Iteration 65Q: 3 clusters Score -1.639446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -16394464.000000 Penalty: 13705.043945
	Iteration 66Q: 3 clusters Score -1.639446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -16394458.000000 Penalty: 13705.043945
	Iteration 67Q: 3 clusters Score -1.639446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -16394453.000000 Penalty: 13705.043945
	Iteration 68Q: 3 clusters Score -1.639445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -16394468.000000 Penalty: 13705.043945
	Iteration 69Q: 3 clusters Score -1.639447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -16394466.000000 Penalty: 13705.043945
	Iteration 70Q: 3 clusters Score -1.639447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -16394466.000000 Penalty: 13705.043945
	Iteration 71Q: 3 clusters Score -1.639447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -16394465.000000 Penalty: 13705.043945
	Iteration 72Q: 3 clusters Score -1.639446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -16394464.000000 Penalty: 13705.043945
	Iteration 73Q: 3 clusters Score -1.639446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -16394474.000000 Penalty: 13705.043945
	Iteration 74Q: 3 clusters Score -1.639447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -16394468.000000 Penalty: 13705.043945
	Iteration 75Q: 3 clusters Score -1.639447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -16394468.000000 Penalty: 13705.043945
	Iteration 76F: 3 clusters Score -1.639447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117426 members 
Entering Unmasked Estep 
Score: -26685718.000000 Penalty: 7150.058105
	Iteration 0F: 2 clusters Score -2.668572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -26606008.000000 Penalty: 14300.116211
	Iteration 0F: 3 clusters Score -2.660601e+07 nChanged 54093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -26635750.000000 Penalty: 14300.116211
	Iteration 1F: 3 clusters Score -2.663575e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -26637260.000000 Penalty: 14300.116211
	Iteration 2Q: 3 clusters Score -2.663726e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -26639026.000000 Penalty: 14300.116211
	Iteration 3Q: 3 clusters Score -2.663903e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -26641152.000000 Penalty: 14300.116211
	Iteration 4Q: 3 clusters Score -2.664115e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -26644318.000000 Penalty: 14300.116211
	Iteration 5F: 3 clusters Score -2.664432e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85092 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -26649792.000000 Penalty: 14300.116211
	Iteration 6F: 3 clusters Score -2.664979e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94267 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -26657570.000000 Penalty: 14300.116211
	Iteration 7F: 3 clusters Score -2.665757e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -26666198.000000 Penalty: 14300.116211
	Iteration 8F: 3 clusters Score -2.66662e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -26673324.000000 Penalty: 14300.116211
	Iteration 9F: 3 clusters Score -2.667332e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114527 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -26676754.000000 Penalty: 14300.116211
	Iteration 10Q: 3 clusters Score -2.667675e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115947 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -26678130.000000 Penalty: 14300.116211
	Iteration 11Q: 3 clusters Score -2.667813e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116444 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -26678700.000000 Penalty: 14300.116211
	Iteration 12Q: 3 clusters Score -2.66787e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116634 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -26678960.000000 Penalty: 14300.116211
	Iteration 13Q: 3 clusters Score -2.667896e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116715 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -26679088.000000 Penalty: 14300.116211
	Iteration 14Q: 3 clusters Score -2.667909e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116747 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -26679154.000000 Penalty: 14300.116211
	Iteration 15Q: 3 clusters Score -2.667915e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116770 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -26679206.000000 Penalty: 14300.116211
	Iteration 16Q: 3 clusters Score -2.667921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116782 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -26679232.000000 Penalty: 14300.116211
	Iteration 17Q: 3 clusters Score -2.667923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116800 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -26679264.000000 Penalty: 14300.116211
	Iteration 18Q: 3 clusters Score -2.667926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116810 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -26679276.000000 Penalty: 14300.116211
	Iteration 19Q: 3 clusters Score -2.667928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -26679286.000000 Penalty: 14300.116211
	Iteration 20F: 3 clusters Score -2.667929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116816 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -26679316.000000 Penalty: 14300.116211
	Iteration 21Q: 3 clusters Score -2.667932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116820 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -26679318.000000 Penalty: 14300.116211
	Iteration 22Q: 3 clusters Score -2.667932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116824 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -26679330.000000 Penalty: 14300.116211
	Iteration 23Q: 3 clusters Score -2.667933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116825 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -26679330.000000 Penalty: 14300.116211
	Iteration 24Q: 3 clusters Score -2.667933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116827 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -26679326.000000 Penalty: 14300.116211
	Iteration 25Q: 3 clusters Score -2.667933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116829 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -26679334.000000 Penalty: 14300.116211
	Iteration 26Q: 3 clusters Score -2.667933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -26679326.000000 Penalty: 14300.116211
	Iteration 27Q: 3 clusters Score -2.667933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116829 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -26679314.000000 Penalty: 14300.116211
	Iteration 28Q: 3 clusters Score -2.667931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116829 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -26679314.000000 Penalty: 14300.116211
	Iteration 29F: 3 clusters Score -2.667931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98295 members 
Entering Unmasked Estep 
Score: -22212150.000000 Penalty: 7041.133789
	Iteration 0F: 2 clusters Score -2.221215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -22145256.000000 Penalty: 14082.267578
	Iteration 0F: 3 clusters Score -2.214526e+07 nChanged 45100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -22170122.000000 Penalty: 14082.267578
	Iteration 1F: 3 clusters Score -2.217012e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -22171028.000000 Penalty: 14082.267578
	Iteration 2Q: 3 clusters Score -2.217103e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -22171832.000000 Penalty: 14082.267578
	Iteration 3Q: 3 clusters Score -2.217183e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -22172552.000000 Penalty: 14082.267578
	Iteration 4Q: 3 clusters Score -2.217255e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -22173292.000000 Penalty: 14082.267578
	Iteration 5Q: 3 clusters Score -2.217329e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -22174054.000000 Penalty: 14082.267578
	Iteration 6Q: 3 clusters Score -2.217405e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -22175024.000000 Penalty: 14082.267578
	Iteration 7Q: 3 clusters Score -2.217502e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -22175936.000000 Penalty: 14082.267578
	Iteration 8Q: 3 clusters Score -2.217594e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -22177080.000000 Penalty: 14082.267578
	Iteration 9Q: 3 clusters Score -2.217708e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -22178568.000000 Penalty: 14082.267578
	Iteration 10Q: 3 clusters Score -2.217857e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -22180026.000000 Penalty: 14082.267578
	Iteration 11Q: 3 clusters Score -2.218003e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -22181832.000000 Penalty: 14082.267578
	Iteration 12Q: 3 clusters Score -2.218183e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -22183620.000000 Penalty: 14082.267578
	Iteration 13Q: 3 clusters Score -2.218362e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -22185388.000000 Penalty: 14082.267578
	Iteration 14Q: 3 clusters Score -2.218539e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -22186914.000000 Penalty: 14082.267578
	Iteration 15Q: 3 clusters Score -2.218691e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -22188250.000000 Penalty: 14082.267578
	Iteration 16Q: 3 clusters Score -2.218825e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -22189536.000000 Penalty: 14082.267578
	Iteration 17Q: 3 clusters Score -2.218954e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -22190900.000000 Penalty: 14082.267578
	Iteration 18Q: 3 clusters Score -2.21909e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -22192438.000000 Penalty: 14082.267578
	Iteration 19Q: 3 clusters Score -2.219244e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -22194128.000000 Penalty: 14082.267578
	Iteration 20F: 3 clusters Score -2.219413e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -22196120.000000 Penalty: 14082.267578
	Iteration 21Q: 3 clusters Score -2.219612e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -22198756.000000 Penalty: 14082.267578
	Iteration 22Q: 3 clusters Score -2.219876e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -22201592.000000 Penalty: 14082.267578
	Iteration 23Q: 3 clusters Score -2.220159e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -22204732.000000 Penalty: 14082.267578
	Iteration 24Q: 3 clusters Score -2.220473e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -22207078.000000 Penalty: 14082.267578
	Iteration 25Q: 3 clusters Score -2.220708e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80600 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -22207990.000000 Penalty: 14082.267578
	Iteration 26Q: 3 clusters Score -2.220799e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -22208436.000000 Penalty: 14082.267578
	Iteration 27Q: 3 clusters Score -2.220844e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -22208790.000000 Penalty: 14082.267578
	Iteration 28Q: 3 clusters Score -2.220879e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -22209128.000000 Penalty: 14082.267578
	Iteration 29Q: 3 clusters Score -2.220913e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -22209560.000000 Penalty: 14082.267578
	Iteration 30Q: 3 clusters Score -2.220956e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -22209988.000000 Penalty: 14082.267578
	Iteration 31Q: 3 clusters Score -2.220999e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -22210480.000000 Penalty: 14082.267578
	Iteration 32Q: 3 clusters Score -2.221048e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -22210878.000000 Penalty: 14082.267578
	Iteration 33Q: 3 clusters Score -2.221088e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -22211436.000000 Penalty: 14082.267578
	Iteration 34Q: 3 clusters Score -2.221144e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -22212156.000000 Penalty: 14082.267578
	Iteration 35Q: 3 clusters Score -2.221216e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -22212634.000000 Penalty: 14082.267578
	Iteration 36Q: 3 clusters Score -2.221263e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -22213176.000000 Penalty: 14082.267578
	Iteration 37Q: 3 clusters Score -2.221318e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -22213678.000000 Penalty: 14082.267578
	Iteration 38Q: 3 clusters Score -2.221368e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -22214054.000000 Penalty: 14082.267578
	Iteration 39Q: 3 clusters Score -2.221405e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -22214410.000000 Penalty: 14082.267578
	Iteration 40F: 3 clusters Score -2.221441e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -22214712.000000 Penalty: 14082.267578
	Iteration 41Q: 3 clusters Score -2.221471e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -22214988.000000 Penalty: 14082.267578
	Iteration 42Q: 3 clusters Score -2.221499e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -22215100.000000 Penalty: 14082.267578
	Iteration 43Q: 3 clusters Score -2.22151e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -22215204.000000 Penalty: 14082.267578
	Iteration 44Q: 3 clusters Score -2.22152e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -22215292.000000 Penalty: 14082.267578
	Iteration 45Q: 3 clusters Score -2.221529e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -22215320.000000 Penalty: 14082.267578
	Iteration 46Q: 3 clusters Score -2.221532e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -22215442.000000 Penalty: 14082.267578
	Iteration 47Q: 3 clusters Score -2.221544e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -22215428.000000 Penalty: 14082.267578
	Iteration 48Q: 3 clusters Score -2.221543e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -22215500.000000 Penalty: 14082.267578
	Iteration 49Q: 3 clusters Score -2.22155e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -22215494.000000 Penalty: 14082.267578
	Iteration 50Q: 3 clusters Score -2.221549e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -22215496.000000 Penalty: 14082.267578
	Iteration 51Q: 3 clusters Score -2.22155e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -22215500.000000 Penalty: 14082.267578
	Iteration 52Q: 3 clusters Score -2.22155e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -22215536.000000 Penalty: 14082.267578
	Iteration 53Q: 3 clusters Score -2.221554e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -22215522.000000 Penalty: 14082.267578
	Iteration 54Q: 3 clusters Score -2.221552e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -22215482.000000 Penalty: 14082.267578
	Iteration 55Q: 3 clusters Score -2.221548e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -22215488.000000 Penalty: 14082.267578
	Iteration 56Q: 3 clusters Score -2.221549e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -22215504.000000 Penalty: 14082.267578
	Iteration 57Q: 3 clusters Score -2.22155e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -22215518.000000 Penalty: 14082.267578
	Iteration 58Q: 3 clusters Score -2.221552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -22215538.000000 Penalty: 14082.267578
	Iteration 59Q: 3 clusters Score -2.221554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -22215502.000000 Penalty: 14082.267578
	Iteration 60F: 3 clusters Score -2.22155e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -22215470.000000 Penalty: 14082.267578
	Iteration 61Q: 3 clusters Score -2.221547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -22215462.000000 Penalty: 14082.267578
	Iteration 62Q: 3 clusters Score -2.221546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -22215468.000000 Penalty: 14082.267578
	Iteration 63Q: 3 clusters Score -2.221547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -22215456.000000 Penalty: 14082.267578
	Iteration 64Q: 3 clusters Score -2.221546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -22215450.000000 Penalty: 14082.267578
	Iteration 65Q: 3 clusters Score -2.221545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -22215468.000000 Penalty: 14082.267578
	Iteration 66Q: 3 clusters Score -2.221547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -22215454.000000 Penalty: 14082.267578
	Iteration 67Q: 3 clusters Score -2.221545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -22215486.000000 Penalty: 14082.267578
	Iteration 68Q: 3 clusters Score -2.221549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -22215452.000000 Penalty: 14082.267578
	Iteration 69Q: 3 clusters Score -2.221545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -22215448.000000 Penalty: 14082.267578
	Iteration 70Q: 3 clusters Score -2.221545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -22215460.000000 Penalty: 14082.267578
	Iteration 71Q: 3 clusters Score -2.221546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -22215462.000000 Penalty: 14082.267578
	Iteration 72Q: 3 clusters Score -2.221546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -22215462.000000 Penalty: 14082.267578
	Iteration 73F: 3 clusters Score -2.221546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144802 members 
Mstep: Class 3 contains 32726 members 
Mstep: Class 4 contains 62150 members 
Mstep: Class 5 contains 63498 members 
Mstep: Class 6 contains 9543 members 
Mstep: Class 7 contains 20589 members 
Mstep: Class 8 contains 17341 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36886 members 
Mstep: Class 11 contains 123684 members 
Mstep: Class 12 contains 44038 members 
Mstep: Class 13 contains 13120 members 
Mstep: Class 14 contains 14026 members 
Mstep: Class 15 contains 15902 members 
Mstep: Class 16 contains 9254 members 
Mstep: Class 17 contains 29947 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72243 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 62681 members 
Mstep: Class 23 contains 14353 members 
Mstep: Class 24 contains 74497 members 
Mstep: Class 25 contains 74077 members 
Mstep: Class 26 contains 14847 members 
Mstep: Class 27 contains 94746 members 
Mstep: Class 28 contains 35614 members 
Entering Unmasked Estep 
Score: -272433824.000000 Penalty: 240310.328125
Splitting cluster 22 changes total score from -272433696.000000 to -272433824.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 23 (14353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Entering Unmasked Estep 
Score: -3266332.000000 Penalty: 5862.675293
	Iteration 0F: 2 clusters Score -3266332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3253328.500000 Penalty: 11725.350586
	Iteration 0F: 3 clusters Score -3253328 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3256346.750000 Penalty: 11725.350586
	Iteration 1F: 3 clusters Score -3256347 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3256906.000000 Penalty: 11725.350586
	Iteration 2F: 3 clusters Score -3256906 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3257281.500000 Penalty: 11725.350586
	Iteration 3Q: 3 clusters Score -3257282 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3257523.250000 Penalty: 11725.350586
	Iteration 4Q: 3 clusters Score -3257523 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3257689.750000 Penalty: 11725.350586
	Iteration 5Q: 3 clusters Score -3257690 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3257807.500000 Penalty: 11725.350586
	Iteration 6Q: 3 clusters Score -3257808 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3257904.500000 Penalty: 11725.350586
	Iteration 7Q: 3 clusters Score -3257904 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3257985.750000 Penalty: 11725.350586
	Iteration 8Q: 3 clusters Score -3257986 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3258035.000000 Penalty: 11725.350586
	Iteration 9Q: 3 clusters Score -3258035 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3258089.250000 Penalty: 11725.350586
	Iteration 10Q: 3 clusters Score -3258089 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3258152.000000 Penalty: 11725.350586
	Iteration 11Q: 3 clusters Score -3258152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3258200.750000 Penalty: 11725.350586
	Iteration 12Q: 3 clusters Score -3258201 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3258241.750000 Penalty: 11725.350586
	Iteration 13Q: 3 clusters Score -3258242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3258278.750000 Penalty: 11725.350586
	Iteration 14Q: 3 clusters Score -3258279 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3258318.000000 Penalty: 11725.350586
	Iteration 15Q: 3 clusters Score -3258318 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3258350.000000 Penalty: 11725.350586
	Iteration 16Q: 3 clusters Score -3258350 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3258409.250000 Penalty: 11725.350586
	Iteration 17Q: 3 clusters Score -3258409 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3258457.000000 Penalty: 11725.350586
	Iteration 18Q: 3 clusters Score -3258457 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3258503.500000 Penalty: 11725.350586
	Iteration 19Q: 3 clusters Score -3258504 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3258567.000000 Penalty: 11725.350586
	Iteration 20F: 3 clusters Score -3258567 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3258623.000000 Penalty: 11725.350586
	Iteration 21Q: 3 clusters Score -3258623 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3258679.750000 Penalty: 11725.350586
	Iteration 22Q: 3 clusters Score -3258680 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3258740.250000 Penalty: 11725.350586
	Iteration 23Q: 3 clusters Score -3258740 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3258820.000000 Penalty: 11725.350586
	Iteration 24Q: 3 clusters Score -3258820 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3258896.000000 Penalty: 11725.350586
	Iteration 25Q: 3 clusters Score -3258896 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3258984.750000 Penalty: 11725.350586
	Iteration 26Q: 3 clusters Score -3258985 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3259063.500000 Penalty: 11725.350586
	Iteration 27Q: 3 clusters Score -3259064 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3259154.000000 Penalty: 11725.350586
	Iteration 28Q: 3 clusters Score -3259154 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3259249.250000 Penalty: 11725.350586
	Iteration 29Q: 3 clusters Score -3259249 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3259351.500000 Penalty: 11725.350586
	Iteration 30Q: 3 clusters Score -3259352 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3259454.500000 Penalty: 11725.350586
	Iteration 31Q: 3 clusters Score -3259454 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3259564.000000 Penalty: 11725.350586
	Iteration 32Q: 3 clusters Score -3259564 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3259696.750000 Penalty: 11725.350586
	Iteration 33Q: 3 clusters Score -3259697 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3259818.750000 Penalty: 11725.350586
	Iteration 34Q: 3 clusters Score -3259819 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3259960.750000 Penalty: 11725.350586
	Iteration 35Q: 3 clusters Score -3259961 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3260119.000000 Penalty: 11725.350586
	Iteration 36Q: 3 clusters Score -3260119 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3260276.750000 Penalty: 11725.350586
	Iteration 37Q: 3 clusters Score -3260277 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3260403.000000 Penalty: 11725.350586
	Iteration 38Q: 3 clusters Score -3260403 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3260505.000000 Penalty: 11725.350586
	Iteration 39Q: 3 clusters Score -3260505 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3260580.500000 Penalty: 11725.350586
	Iteration 40F: 3 clusters Score -3260580 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3260647.750000 Penalty: 11725.350586
	Iteration 41Q: 3 clusters Score -3260648 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3260705.750000 Penalty: 11725.350586
	Iteration 42Q: 3 clusters Score -3260706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3260757.500000 Penalty: 11725.350586
	Iteration 43Q: 3 clusters Score -3260758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3260817.000000 Penalty: 11725.350586
	Iteration 44Q: 3 clusters Score -3260817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3260849.750000 Penalty: 11725.350586
	Iteration 45Q: 3 clusters Score -3260850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3260887.500000 Penalty: 11725.350586
	Iteration 46Q: 3 clusters Score -3260888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3260901.000000 Penalty: 11725.350586
	Iteration 47Q: 3 clusters Score -3260901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3260935.750000 Penalty: 11725.350586
	Iteration 48Q: 3 clusters Score -3260936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3260966.000000 Penalty: 11725.350586
	Iteration 49Q: 3 clusters Score -3260966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3260988.250000 Penalty: 11725.350586
	Iteration 50Q: 3 clusters Score -3260988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3260998.500000 Penalty: 11725.350586
	Iteration 51Q: 3 clusters Score -3260998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3261025.000000 Penalty: 11725.350586
	Iteration 52Q: 3 clusters Score -3261025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3261026.000000 Penalty: 11725.350586
	Iteration 53Q: 3 clusters Score -3261026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3261034.000000 Penalty: 11725.350586
	Iteration 54Q: 3 clusters Score -3261034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3261040.250000 Penalty: 11725.350586
	Iteration 55Q: 3 clusters Score -3261040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3261040.750000 Penalty: 11725.350586
	Iteration 56Q: 3 clusters Score -3261041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3261047.000000 Penalty: 11725.350586
	Iteration 57Q: 3 clusters Score -3261047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3261048.500000 Penalty: 11725.350586
	Iteration 58Q: 3 clusters Score -3261048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3261052.250000 Penalty: 11725.350586
	Iteration 59Q: 3 clusters Score -3261052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3261057.250000 Penalty: 11725.350586
	Iteration 60F: 3 clusters Score -3261057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3261056.250000 Penalty: 11725.350586
	Iteration 61Q: 3 clusters Score -3261056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3261050.750000 Penalty: 11725.350586
	Iteration 62Q: 3 clusters Score -3261051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3261055.250000 Penalty: 11725.350586
	Iteration 63Q: 3 clusters Score -3261055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3261059.000000 Penalty: 11725.350586
	Iteration 64Q: 3 clusters Score -3261059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3261060.750000 Penalty: 11725.350586
	Iteration 65Q: 3 clusters Score -3261061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3261060.750000 Penalty: 11725.350586
	Iteration 66F: 3 clusters Score -3261061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (74497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Entering Unmasked Estep 
Score: -17009398.000000 Penalty: 6871.340332
	Iteration 0F: 2 clusters Score -1.70094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -16958052.000000 Penalty: 13742.680664
	Iteration 0F: 3 clusters Score -1.695805e+07 nChanged 33498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -16976338.000000 Penalty: 13742.680664
	Iteration 1F: 3 clusters Score -1.697634e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -16977562.000000 Penalty: 13742.680664
	Iteration 2Q: 3 clusters Score -1.697756e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -16978878.000000 Penalty: 13742.680664
	Iteration 3Q: 3 clusters Score -1.697888e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -16980348.000000 Penalty: 13742.680664
	Iteration 4Q: 3 clusters Score -1.698035e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -16982284.000000 Penalty: 13742.680664
	Iteration 5F: 3 clusters Score -1.698228e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -16984572.000000 Penalty: 13742.680664
	Iteration 6F: 3 clusters Score -1.698457e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -16987006.000000 Penalty: 13742.680664
	Iteration 7F: 3 clusters Score -1.698701e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -16989352.000000 Penalty: 13742.680664
	Iteration 8F: 3 clusters Score -1.698935e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -16991474.000000 Penalty: 13742.680664
	Iteration 9F: 3 clusters Score -1.699147e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -16993242.000000 Penalty: 13742.680664
	Iteration 10Q: 3 clusters Score -1.699324e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 60150 members 
Entering Unmasked Estep 
Score: -16994992.000000 Penalty: 13742.680664
	Iteration 11Q: 3 clusters Score -1.699499e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -16996638.000000 Penalty: 13742.680664
	Iteration 12Q: 3 clusters Score -1.699664e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -16998102.000000 Penalty: 13742.680664
	Iteration 13Q: 3 clusters Score -1.69981e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -16999430.000000 Penalty: 13742.680664
	Iteration 14Q: 3 clusters Score -1.699943e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -17000468.000000 Penalty: 13742.680664
	Iteration 15Q: 3 clusters Score -1.700047e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -17001392.000000 Penalty: 13742.680664
	Iteration 16Q: 3 clusters Score -1.700139e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 71140 members 
Entering Unmasked Estep 
Score: -17002084.000000 Penalty: 13742.680664
	Iteration 17Q: 3 clusters Score -1.700208e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -17002542.000000 Penalty: 13742.680664
	Iteration 18Q: 3 clusters Score -1.700254e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -17002866.000000 Penalty: 13742.680664
	Iteration 19Q: 3 clusters Score -1.700287e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -17003126.000000 Penalty: 13742.680664
	Iteration 20F: 3 clusters Score -1.700313e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
Score: -17003244.000000 Penalty: 13742.680664
	Iteration 21Q: 3 clusters Score -1.700324e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -17003368.000000 Penalty: 13742.680664
	Iteration 22Q: 3 clusters Score -1.700337e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -17003468.000000 Penalty: 13742.680664
	Iteration 23Q: 3 clusters Score -1.700347e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -17003526.000000 Penalty: 13742.680664
	Iteration 24Q: 3 clusters Score -1.700353e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -17003548.000000 Penalty: 13742.680664
	Iteration 25Q: 3 clusters Score -1.700355e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -17003578.000000 Penalty: 13742.680664
	Iteration 26Q: 3 clusters Score -1.700358e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
Score: -17003602.000000 Penalty: 13742.680664
	Iteration 27Q: 3 clusters Score -1.70036e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -17003610.000000 Penalty: 13742.680664
	Iteration 28Q: 3 clusters Score -1.700361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -17003624.000000 Penalty: 13742.680664
	Iteration 29Q: 3 clusters Score -1.700362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 73246 members 
Entering Unmasked Estep 
Score: -17003632.000000 Penalty: 13742.680664
	Iteration 30Q: 3 clusters Score -1.700363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -17003648.000000 Penalty: 13742.680664
	Iteration 31Q: 3 clusters Score -1.700365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -17003674.000000 Penalty: 13742.680664
	Iteration 32Q: 3 clusters Score -1.700367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -17003692.000000 Penalty: 13742.680664
	Iteration 33Q: 3 clusters Score -1.700369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -17003692.000000 Penalty: 13742.680664
	Iteration 34Q: 3 clusters Score -1.700369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -17003710.000000 Penalty: 13742.680664
	Iteration 35Q: 3 clusters Score -1.700371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -17003736.000000 Penalty: 13742.680664
	Iteration 36Q: 3 clusters Score -1.700374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -17003736.000000 Penalty: 13742.680664
	Iteration 37Q: 3 clusters Score -1.700374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -17003732.000000 Penalty: 13742.680664
	Iteration 38Q: 3 clusters Score -1.700373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
Score: -17003756.000000 Penalty: 13742.680664
	Iteration 39Q: 3 clusters Score -1.700376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -17003768.000000 Penalty: 13742.680664
	Iteration 40F: 3 clusters Score -1.700377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -17003778.000000 Penalty: 13742.680664
	Iteration 41Q: 3 clusters Score -1.700378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -17003798.000000 Penalty: 13742.680664
	Iteration 42Q: 3 clusters Score -1.70038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -17003800.000000 Penalty: 13742.680664
	Iteration 43Q: 3 clusters Score -1.70038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -17003814.000000 Penalty: 13742.680664
	Iteration 44Q: 3 clusters Score -1.700381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -17003826.000000 Penalty: 13742.680664
	Iteration 45Q: 3 clusters Score -1.700383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -17003848.000000 Penalty: 13742.680664
	Iteration 46Q: 3 clusters Score -1.700385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -17003844.000000 Penalty: 13742.680664
	Iteration 47Q: 3 clusters Score -1.700384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -17003844.000000 Penalty: 13742.680664
	Iteration 48Q: 3 clusters Score -1.700384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -17003852.000000 Penalty: 13742.680664
	Iteration 49Q: 3 clusters Score -1.700385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -17003856.000000 Penalty: 13742.680664
	Iteration 50Q: 3 clusters Score -1.700386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -17003866.000000 Penalty: 13742.680664
	Iteration 51Q: 3 clusters Score -1.700387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -17003874.000000 Penalty: 13742.680664
	Iteration 52Q: 3 clusters Score -1.700387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -17003874.000000 Penalty: 13742.680664
	Iteration 53F: 3 clusters Score -1.700387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (74077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Entering Unmasked Estep 
Score: -16963034.000000 Penalty: 6867.876953
	Iteration 0F: 2 clusters Score -1.696303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -16911828.000000 Penalty: 13735.753906
	Iteration 0F: 3 clusters Score -1.691183e+07 nChanged 33299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -16929942.000000 Penalty: 13735.753906
	Iteration 1F: 3 clusters Score -1.692994e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -16930982.000000 Penalty: 13735.753906
	Iteration 2Q: 3 clusters Score -1.693098e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -16931816.000000 Penalty: 13735.753906
	Iteration 3Q: 3 clusters Score -1.693182e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -16932558.000000 Penalty: 13735.753906
	Iteration 4Q: 3 clusters Score -1.693256e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -16933192.000000 Penalty: 13735.753906
	Iteration 5Q: 3 clusters Score -1.693319e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -16933772.000000 Penalty: 13735.753906
	Iteration 6Q: 3 clusters Score -1.693377e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -16934314.000000 Penalty: 13735.753906
	Iteration 7Q: 3 clusters Score -1.693431e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -16934938.000000 Penalty: 13735.753906
	Iteration 8Q: 3 clusters Score -1.693494e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -16935488.000000 Penalty: 13735.753906
	Iteration 9Q: 3 clusters Score -1.693549e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -16936170.000000 Penalty: 13735.753906
	Iteration 10Q: 3 clusters Score -1.693617e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -16936876.000000 Penalty: 13735.753906
	Iteration 11Q: 3 clusters Score -1.693688e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -16937912.000000 Penalty: 13735.753906
	Iteration 12Q: 3 clusters Score -1.693791e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -16939236.000000 Penalty: 13735.753906
	Iteration 13Q: 3 clusters Score -1.693924e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -16940878.000000 Penalty: 13735.753906
	Iteration 14Q: 3 clusters Score -1.694088e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -16943050.000000 Penalty: 13735.753906
	Iteration 15Q: 3 clusters Score -1.694305e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -16945900.000000 Penalty: 13735.753906
	Iteration 16F: 3 clusters Score -1.69459e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -16948774.000000 Penalty: 13735.753906
	Iteration 17Q: 3 clusters Score -1.694877e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -16951188.000000 Penalty: 13735.753906
	Iteration 18Q: 3 clusters Score -1.695119e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -16953100.000000 Penalty: 13735.753906
	Iteration 19Q: 3 clusters Score -1.69531e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -16954678.000000 Penalty: 13735.753906
	Iteration 20F: 3 clusters Score -1.695468e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -16955666.000000 Penalty: 13735.753906
	Iteration 21Q: 3 clusters Score -1.695567e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -16956448.000000 Penalty: 13735.753906
	Iteration 22Q: 3 clusters Score -1.695645e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -16956914.000000 Penalty: 13735.753906
	Iteration 23Q: 3 clusters Score -1.695691e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -16957292.000000 Penalty: 13735.753906
	Iteration 24Q: 3 clusters Score -1.695729e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70054 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -16957526.000000 Penalty: 13735.753906
	Iteration 25Q: 3 clusters Score -1.695753e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -16957670.000000 Penalty: 13735.753906
	Iteration 26Q: 3 clusters Score -1.695767e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -16957780.000000 Penalty: 13735.753906
	Iteration 27Q: 3 clusters Score -1.695778e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -16957844.000000 Penalty: 13735.753906
	Iteration 28Q: 3 clusters Score -1.695784e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -16957888.000000 Penalty: 13735.753906
	Iteration 29Q: 3 clusters Score -1.695789e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -16957908.000000 Penalty: 13735.753906
	Iteration 30Q: 3 clusters Score -1.695791e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -16957928.000000 Penalty: 13735.753906
	Iteration 31Q: 3 clusters Score -1.695793e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -16957946.000000 Penalty: 13735.753906
	Iteration 32Q: 3 clusters Score -1.695795e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -16957968.000000 Penalty: 13735.753906
	Iteration 33Q: 3 clusters Score -1.695797e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -16958008.000000 Penalty: 13735.753906
	Iteration 34Q: 3 clusters Score -1.695801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -16957992.000000 Penalty: 13735.753906
	Iteration 35Q: 3 clusters Score -1.695799e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -16958008.000000 Penalty: 13735.753906
	Iteration 36Q: 3 clusters Score -1.695801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -16958014.000000 Penalty: 13735.753906
	Iteration 37Q: 3 clusters Score -1.695801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -16958014.000000 Penalty: 13735.753906
	Iteration 38Q: 3 clusters Score -1.695801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -16958030.000000 Penalty: 13735.753906
	Iteration 39Q: 3 clusters Score -1.695803e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -16958026.000000 Penalty: 13735.753906
	Iteration 40F: 3 clusters Score -1.695803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -16958030.000000 Penalty: 13735.753906
	Iteration 41Q: 3 clusters Score -1.695803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -16958028.000000 Penalty: 13735.753906
	Iteration 42Q: 3 clusters Score -1.695803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -16958028.000000 Penalty: 13735.753906
	Iteration 43Q: 3 clusters Score -1.695803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -16958022.000000 Penalty: 13735.753906
	Iteration 44Q: 3 clusters Score -1.695802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -16958020.000000 Penalty: 13735.753906
	Iteration 45Q: 3 clusters Score -1.695802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -16958028.000000 Penalty: 13735.753906
	Iteration 46Q: 3 clusters Score -1.695803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -16958034.000000 Penalty: 13735.753906
	Iteration 47Q: 3 clusters Score -1.695803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -16958034.000000 Penalty: 13735.753906
	Iteration 48F: 3 clusters Score -1.695803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Entering Unmasked Estep 
Score: -3267714.250000 Penalty: 5883.400879
	Iteration 0F: 2 clusters Score -3267714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3254481.250000 Penalty: 11766.801758
	Iteration 0F: 3 clusters Score -3254481 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3257723.250000 Penalty: 11766.801758
	Iteration 1F: 3 clusters Score -3257723 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3258343.250000 Penalty: 11766.801758
	Iteration 2F: 3 clusters Score -3258343 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3258743.000000 Penalty: 11766.801758
	Iteration 3F: 3 clusters Score -3258743 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3259024.500000 Penalty: 11766.801758
	Iteration 4Q: 3 clusters Score -3259024 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3259275.000000 Penalty: 11766.801758
	Iteration 5Q: 3 clusters Score -3259275 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3259524.500000 Penalty: 11766.801758
	Iteration 6Q: 3 clusters Score -3259524 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3259763.500000 Penalty: 11766.801758
	Iteration 7Q: 3 clusters Score -3259764 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3260033.500000 Penalty: 11766.801758
	Iteration 8Q: 3 clusters Score -3260034 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3260377.250000 Penalty: 11766.801758
	Iteration 9Q: 3 clusters Score -3260377 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3260776.000000 Penalty: 11766.801758
	Iteration 10Q: 3 clusters Score -3260776 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3261160.250000 Penalty: 11766.801758
	Iteration 11Q: 3 clusters Score -3261160 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3261585.500000 Penalty: 11766.801758
	Iteration 12Q: 3 clusters Score -3261586 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3261971.750000 Penalty: 11766.801758
	Iteration 13Q: 3 clusters Score -3261972 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3262290.500000 Penalty: 11766.801758
	Iteration 14Q: 3 clusters Score -3262290 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3262564.250000 Penalty: 11766.801758
	Iteration 15Q: 3 clusters Score -3262564 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3262783.250000 Penalty: 11766.801758
	Iteration 16Q: 3 clusters Score -3262783 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3262979.000000 Penalty: 11766.801758
	Iteration 17Q: 3 clusters Score -3262979 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3263190.500000 Penalty: 11766.801758
	Iteration 18Q: 3 clusters Score -3263190 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3263375.000000 Penalty: 11766.801758
	Iteration 19Q: 3 clusters Score -3263375 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3263540.500000 Penalty: 11766.801758
	Iteration 20F: 3 clusters Score -3263540 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3263677.500000 Penalty: 11766.801758
	Iteration 21Q: 3 clusters Score -3263678 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3263785.250000 Penalty: 11766.801758
	Iteration 22Q: 3 clusters Score -3263785 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3263895.000000 Penalty: 11766.801758
	Iteration 23Q: 3 clusters Score -3263895 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3263992.500000 Penalty: 11766.801758
	Iteration 24Q: 3 clusters Score -3263992 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3264082.000000 Penalty: 11766.801758
	Iteration 25Q: 3 clusters Score -3264082 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3264144.250000 Penalty: 11766.801758
	Iteration 26Q: 3 clusters Score -3264144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3264195.250000 Penalty: 11766.801758
	Iteration 27Q: 3 clusters Score -3264195 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3264229.500000 Penalty: 11766.801758
	Iteration 28Q: 3 clusters Score -3264230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3264285.500000 Penalty: 11766.801758
	Iteration 29Q: 3 clusters Score -3264286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3264329.500000 Penalty: 11766.801758
	Iteration 30Q: 3 clusters Score -3264330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3264363.000000 Penalty: 11766.801758
	Iteration 31Q: 3 clusters Score -3264363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3264392.750000 Penalty: 11766.801758
	Iteration 32Q: 3 clusters Score -3264393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3264406.750000 Penalty: 11766.801758
	Iteration 33Q: 3 clusters Score -3264407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3264413.750000 Penalty: 11766.801758
	Iteration 34Q: 3 clusters Score -3264414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3264425.000000 Penalty: 11766.801758
	Iteration 35Q: 3 clusters Score -3264425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3264438.250000 Penalty: 11766.801758
	Iteration 36Q: 3 clusters Score -3264438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3264443.000000 Penalty: 11766.801758
	Iteration 37Q: 3 clusters Score -3264443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3264455.750000 Penalty: 11766.801758
	Iteration 38Q: 3 clusters Score -3264456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3264459.250000 Penalty: 11766.801758
	Iteration 39Q: 3 clusters Score -3264459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3264464.500000 Penalty: 11766.801758
	Iteration 40F: 3 clusters Score -3264464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3264469.250000 Penalty: 11766.801758
	Iteration 41Q: 3 clusters Score -3264469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3264467.750000 Penalty: 11766.801758
	Iteration 42Q: 3 clusters Score -3264468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3264466.750000 Penalty: 11766.801758
	Iteration 43Q: 3 clusters Score -3264467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3264464.500000 Penalty: 11766.801758
	Iteration 44Q: 3 clusters Score -3264464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3264464.500000 Penalty: 11766.801758
	Iteration 45F: 3 clusters Score -3264464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (94746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Entering Unmasked Estep 
Score: -21825638.000000 Penalty: 7018.609863
	Iteration 0F: 2 clusters Score -2.182564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -21761730.000000 Penalty: 14037.219727
	Iteration 0F: 3 clusters Score -2.176173e+07 nChanged 43035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -21784786.000000 Penalty: 14037.219727
	Iteration 1F: 3 clusters Score -2.178479e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -21785926.000000 Penalty: 14037.219727
	Iteration 2Q: 3 clusters Score -2.178593e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -21787032.000000 Penalty: 14037.219727
	Iteration 3Q: 3 clusters Score -2.178703e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -21787812.000000 Penalty: 14037.219727
	Iteration 4Q: 3 clusters Score -2.178781e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -21788792.000000 Penalty: 14037.219727
	Iteration 5Q: 3 clusters Score -2.178879e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -21790092.000000 Penalty: 14037.219727
	Iteration 6Q: 3 clusters Score -2.179009e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -21791604.000000 Penalty: 14037.219727
	Iteration 7Q: 3 clusters Score -2.17916e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -21793910.000000 Penalty: 14037.219727
	Iteration 8Q: 3 clusters Score -2.179391e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -21796708.000000 Penalty: 14037.219727
	Iteration 9F: 3 clusters Score -2.179671e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -21800028.000000 Penalty: 14037.219727
	Iteration 10F: 3 clusters Score -2.180003e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -21803596.000000 Penalty: 14037.219727
	Iteration 11F: 3 clusters Score -2.18036e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -21807456.000000 Penalty: 14037.219727
	Iteration 12F: 3 clusters Score -2.180746e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -21811056.000000 Penalty: 14037.219727
	Iteration 13Q: 3 clusters Score -2.181106e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -21814040.000000 Penalty: 14037.219727
	Iteration 14Q: 3 clusters Score -2.181404e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 89811 members 
Entering Unmasked Estep 
Score: -21816094.000000 Penalty: 14037.219727
	Iteration 15Q: 3 clusters Score -2.181609e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -21817338.000000 Penalty: 14037.219727
	Iteration 16Q: 3 clusters Score -2.181734e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -21818196.000000 Penalty: 14037.219727
	Iteration 17Q: 3 clusters Score -2.18182e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -21818680.000000 Penalty: 14037.219727
	Iteration 18Q: 3 clusters Score -2.181868e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -21818908.000000 Penalty: 14037.219727
	Iteration 19Q: 3 clusters Score -2.181891e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -21819092.000000 Penalty: 14037.219727
	Iteration 20F: 3 clusters Score -2.181909e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -21819224.000000 Penalty: 14037.219727
	Iteration 21Q: 3 clusters Score -2.181922e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 93677 members 
Entering Unmasked Estep 
Score: -21819304.000000 Penalty: 14037.219727
	Iteration 22Q: 3 clusters Score -2.18193e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 93728 members 
Entering Unmasked Estep 
Score: -21819382.000000 Penalty: 14037.219727
	Iteration 23Q: 3 clusters Score -2.181938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
Score: -21819470.000000 Penalty: 14037.219727
	Iteration 24Q: 3 clusters Score -2.181947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 93775 members 
Entering Unmasked Estep 
Score: -21819442.000000 Penalty: 14037.219727
	Iteration 25Q: 3 clusters Score -2.181944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -21819486.000000 Penalty: 14037.219727
	Iteration 26Q: 3 clusters Score -2.181949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -21819494.000000 Penalty: 14037.219727
	Iteration 27Q: 3 clusters Score -2.181949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -21819508.000000 Penalty: 14037.219727
	Iteration 28Q: 3 clusters Score -2.181951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -21819524.000000 Penalty: 14037.219727
	Iteration 29Q: 3 clusters Score -2.181952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -21819518.000000 Penalty: 14037.219727
	Iteration 30Q: 3 clusters Score -2.181952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -21819524.000000 Penalty: 14037.219727
	Iteration 31Q: 3 clusters Score -2.181952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -21819534.000000 Penalty: 14037.219727
	Iteration 32Q: 3 clusters Score -2.181953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -21819526.000000 Penalty: 14037.219727
	Iteration 33Q: 3 clusters Score -2.181953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -21819554.000000 Penalty: 14037.219727
	Iteration 34Q: 3 clusters Score -2.181955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
Score: -21819564.000000 Penalty: 14037.219727
	Iteration 35Q: 3 clusters Score -2.181956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -21819560.000000 Penalty: 14037.219727
	Iteration 36Q: 3 clusters Score -2.181956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -21819562.000000 Penalty: 14037.219727
	Iteration 37Q: 3 clusters Score -2.181956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
Score: -21819560.000000 Penalty: 14037.219727
	Iteration 38Q: 3 clusters Score -2.181956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -21819564.000000 Penalty: 14037.219727
	Iteration 39Q: 3 clusters Score -2.181956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -21819570.000000 Penalty: 14037.219727
	Iteration 40F: 3 clusters Score -2.181957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 93845 members 
Entering Unmasked Estep 
Score: -21819566.000000 Penalty: 14037.219727
	Iteration 41Q: 3 clusters Score -2.181957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 93845 members 
Entering Unmasked Estep 
Score: -21819566.000000 Penalty: 14037.219727
	Iteration 42F: 3 clusters Score -2.181957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144802 members 
Mstep: Class 3 contains 32726 members 
Mstep: Class 4 contains 62150 members 
Mstep: Class 5 contains 63498 members 
Mstep: Class 6 contains 9543 members 
Mstep: Class 7 contains 20589 members 
Mstep: Class 8 contains 17341 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 36886 members 
Mstep: Class 11 contains 123684 members 
Mstep: Class 12 contains 44038 members 
Mstep: Class 13 contains 13120 members 
Mstep: Class 14 contains 14026 members 
Mstep: Class 15 contains 15902 members 
Mstep: Class 16 contains 9254 members 
Mstep: Class 17 contains 29947 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 72243 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 62681 members 
Mstep: Class 23 contains 14353 members 
Mstep: Class 24 contains 74497 members 
Mstep: Class 25 contains 74077 members 
Mstep: Class 26 contains 14847 members 
Mstep: Class 27 contains 94746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437952.000000 Penalty: 240310.328125
Iteration 159Q: 29 clusters Score -2.72438e+08 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145186 members 
Mstep: Class 3 contains 32741 members 
Mstep: Class 4 contains 63055 members 
Mstep: Class 5 contains 64110 members 
Mstep: Class 6 contains 9568 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 8 contains 17358 members 
Mstep: Class 9 contains 6155 members 
Mstep: Class 10 contains 36909 members 
Mstep: Class 11 contains 124447 members 
Mstep: Class 12 contains 44021 members 
Mstep: Class 13 contains 13126 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 15902 members 
Mstep: Class 16 contains 9253 members 
Mstep: Class 17 contains 29947 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 72495 members 
Mstep: Class 21 contains 117962 members 
Mstep: Class 22 contains 61330 members 
Mstep: Class 23 contains 14361 members 
Mstep: Class 24 contains 74966 members 
Mstep: Class 25 contains 74110 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 94889 members 
Mstep: Class 28 contains 32505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272441088.000000 Penalty: 240310.328125
Iteration 160F: 29 clusters Score -2.724411e+08 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145321 members 
Mstep: Class 3 contains 32651 members 
Mstep: Class 4 contains 63475 members 
Mstep: Class 5 contains 64077 members 
Mstep: Class 6 contains 9470 members 
Mstep: Class 7 contains 21166 members 
Mstep: Class 8 contains 17299 members 
Mstep: Class 9 contains 6161 members 
Mstep: Class 10 contains 36884 members 
Mstep: Class 11 contains 124539 members 
Mstep: Class 12 contains 43750 members 
Mstep: Class 13 contains 13102 members 
Mstep: Class 14 contains 13878 members 
Mstep: Class 15 contains 15912 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 29952 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 72387 members 
Mstep: Class 21 contains 117938 members 
Mstep: Class 22 contains 60518 members 
Mstep: Class 23 contains 14368 members 
Mstep: Class 24 contains 75020 members 
Mstep: Class 25 contains 73901 members 
Mstep: Class 26 contains 14851 members 
Mstep: Class 27 contains 94350 members 
Mstep: Class 28 contains 33908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272442208.000000 Penalty: 240310.328125
Iteration 161Q: 29 clusters Score -2.724422e+08 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145445 members 
Mstep: Class 3 contains 32585 members 
Mstep: Class 4 contains 63823 members 
Mstep: Class 5 contains 64131 members 
Mstep: Class 6 contains 9427 members 
Mstep: Class 7 contains 21398 members 
Mstep: Class 8 contains 17262 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36852 members 
Mstep: Class 11 contains 124637 members 
Mstep: Class 12 contains 43477 members 
Mstep: Class 13 contains 13095 members 
Mstep: Class 14 contains 13859 members 
Mstep: Class 15 contains 15917 members 
Mstep: Class 16 contains 9253 members 
Mstep: Class 17 contains 29959 members 
Mstep: Class 18 contains 9893 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 72311 members 
Mstep: Class 21 contains 117941 members 
Mstep: Class 22 contains 60004 members 
Mstep: Class 23 contains 14374 members 
Mstep: Class 24 contains 75102 members 
Mstep: Class 25 contains 73797 members 
Mstep: Class 26 contains 14850 members 
Mstep: Class 27 contains 93941 members 
Mstep: Class 28 contains 34519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443072.000000 Penalty: 240310.328125
Iteration 162Q: 29 clusters Score -2.724431e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145541 members 
Mstep: Class 3 contains 32531 members 
Mstep: Class 4 contains 64092 members 
Mstep: Class 5 contains 64199 members 
Mstep: Class 6 contains 9390 members 
Mstep: Class 7 contains 21625 members 
Mstep: Class 8 contains 17232 members 
Mstep: Class 9 contains 6163 members 
Mstep: Class 10 contains 36840 members 
Mstep: Class 11 contains 124678 members 
Mstep: Class 12 contains 43259 members 
Mstep: Class 13 contains 13090 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 15920 members 
Mstep: Class 16 contains 9267 members 
Mstep: Class 17 contains 29969 members 
Mstep: Class 18 contains 9906 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 72231 members 
Mstep: Class 21 contains 117939 members 
Mstep: Class 22 contains 59668 members 
Mstep: Class 23 contains 14386 members 
Mstep: Class 24 contains 75201 members 
Mstep: Class 25 contains 73751 members 
Mstep: Class 26 contains 14846 members 
Mstep: Class 27 contains 93583 members 
Mstep: Class 28 contains 34881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443168.000000 Penalty: 240310.328125
Iteration 163Q: 29 clusters Score -2.724432e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145604 members 
Mstep: Class 3 contains 32488 members 
Mstep: Class 4 contains 64320 members 
Mstep: Class 5 contains 64296 members 
Mstep: Class 6 contains 9385 members 
Mstep: Class 7 contains 21806 members 
Mstep: Class 8 contains 17201 members 
Mstep: Class 9 contains 6162 members 
Mstep: Class 10 contains 36821 members 
Mstep: Class 11 contains 124666 members 
Mstep: Class 12 contains 43061 members 
Mstep: Class 13 contains 13103 members 
Mstep: Class 14 contains 13779 members 
Mstep: Class 15 contains 15922 members 
Mstep: Class 16 contains 9274 members 
Mstep: Class 17 contains 29970 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 72177 members 
Mstep: Class 21 contains 117917 members 
Mstep: Class 22 contains 59419 members 
Mstep: Class 23 contains 14399 members 
Mstep: Class 24 contains 75284 members 
Mstep: Class 25 contains 73707 members 
Mstep: Class 26 contains 14838 members 
Mstep: Class 27 contains 93352 members 
Mstep: Class 28 contains 35152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443584.000000 Penalty: 240310.328125
Iteration 164Q: 29 clusters Score -2.724436e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145641 members 
Mstep: Class 3 contains 32468 members 
Mstep: Class 4 contains 64484 members 
Mstep: Class 5 contains 64339 members 
Mstep: Class 6 contains 9371 members 
Mstep: Class 7 contains 21961 members 
Mstep: Class 8 contains 17193 members 
Mstep: Class 9 contains 6162 members 
Mstep: Class 10 contains 36800 members 
Mstep: Class 11 contains 124682 members 
Mstep: Class 12 contains 42882 members 
Mstep: Class 13 contains 13073 members 
Mstep: Class 14 contains 13744 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9284 members 
Mstep: Class 17 contains 29972 members 
Mstep: Class 18 contains 9918 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 72162 members 
Mstep: Class 21 contains 117895 members 
Mstep: Class 22 contains 59258 members 
Mstep: Class 23 contains 14406 members 
Mstep: Class 24 contains 75362 members 
Mstep: Class 25 contains 73693 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 93175 members 
Mstep: Class 28 contains 35325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443488.000000 Penalty: 240310.328125
Iteration 165Q: 29 clusters Score -2.724435e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 145660 members 
Mstep: Class 3 contains 32448 members 
Mstep: Class 4 contains 64602 members 
Mstep: Class 5 contains 64384 members 
Mstep: Class 6 contains 9368 members 
Mstep: Class 7 contains 22080 members 
Mstep: Class 8 contains 17188 members 
Mstep: Class 9 contains 6162 members 
Mstep: Class 10 contains 36775 members 
Mstep: Class 11 contains 124685 members 
Mstep: Class 12 contains 42699 members 
Mstep: Class 13 contains 13054 members 
Mstep: Class 14 contains 13716 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 9290 members 
Mstep: Class 17 contains 29972 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 72135 members 
Mstep: Class 21 contains 117888 members 
Mstep: Class 22 contains 59160 members 
Mstep: Class 23 contains 14415 members 
Mstep: Class 24 contains 75421 members 
Mstep: Class 25 contains 73696 members 
Mstep: Class 26 contains 14846 members 
Mstep: Class 27 contains 93029 members 
Mstep: Class 28 contains 35484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444064.000000 Penalty: 240310.328125
Iteration 166Q: 29 clusters Score -2.724441e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 145669 members 
Mstep: Class 3 contains 32437 members 
Mstep: Class 4 contains 64704 members 
Mstep: Class 5 contains 64421 members 
Mstep: Class 6 contains 9357 members 
Mstep: Class 7 contains 22183 members 
Mstep: Class 8 contains 17176 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36760 members 
Mstep: Class 11 contains 124702 members 
Mstep: Class 12 contains 42565 members 
Mstep: Class 13 contains 13050 members 
Mstep: Class 14 contains 13704 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 9295 members 
Mstep: Class 17 contains 29976 members 
Mstep: Class 18 contains 9939 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 72116 members 
Mstep: Class 21 contains 117882 members 
Mstep: Class 22 contains 59091 members 
Mstep: Class 23 contains 14422 members 
Mstep: Class 24 contains 75482 members 
Mstep: Class 25 contains 73701 members 
Mstep: Class 26 contains 14844 members 
Mstep: Class 27 contains 92873 members 
Mstep: Class 28 contains 35572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443776.000000 Penalty: 240310.328125
Iteration 167Q: 29 clusters Score -2.724438e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 145673 members 
Mstep: Class 3 contains 32426 members 
Mstep: Class 4 contains 64788 members 
Mstep: Class 5 contains 64475 members 
Mstep: Class 6 contains 9337 members 
Mstep: Class 7 contains 22283 members 
Mstep: Class 8 contains 17166 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36731 members 
Mstep: Class 11 contains 124733 members 
Mstep: Class 12 contains 42463 members 
Mstep: Class 13 contains 13040 members 
Mstep: Class 14 contains 13690 members 
Mstep: Class 15 contains 15933 members 
Mstep: Class 16 contains 9299 members 
Mstep: Class 17 contains 29976 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 72090 members 
Mstep: Class 21 contains 117869 members 
Mstep: Class 22 contains 59047 members 
Mstep: Class 23 contains 14424 members 
Mstep: Class 24 contains 75519 members 
Mstep: Class 25 contains 73715 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 92754 members 
Mstep: Class 28 contains 35632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443328.000000 Penalty: 240310.328125
Iteration 168Q: 29 clusters Score -2.724433e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145669 members 
Mstep: Class 3 contains 32424 members 
Mstep: Class 4 contains 64854 members 
Mstep: Class 5 contains 64504 members 
Mstep: Class 6 contains 9332 members 
Mstep: Class 7 contains 22372 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36705 members 
Mstep: Class 11 contains 124747 members 
Mstep: Class 12 contains 42352 members 
Mstep: Class 13 contains 13029 members 
Mstep: Class 14 contains 13678 members 
Mstep: Class 15 contains 15933 members 
Mstep: Class 16 contains 9301 members 
Mstep: Class 17 contains 29978 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 72087 members 
Mstep: Class 21 contains 117858 members 
Mstep: Class 22 contains 58997 members 
Mstep: Class 23 contains 14430 members 
Mstep: Class 24 contains 75565 members 
Mstep: Class 25 contains 73727 members 
Mstep: Class 26 contains 14847 members 
Mstep: Class 27 contains 92666 members 
Mstep: Class 28 contains 35688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443424.000000 Penalty: 240310.328125
Iteration 169Q: 29 clusters Score -2.724434e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145656 members 
Mstep: Class 3 contains 32418 members 
Mstep: Class 4 contains 64889 members 
Mstep: Class 5 contains 64524 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 22450 members 
Mstep: Class 8 contains 17156 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36690 members 
Mstep: Class 11 contains 124753 members 
Mstep: Class 12 contains 42250 members 
Mstep: Class 13 contains 13026 members 
Mstep: Class 14 contains 13666 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 9303 members 
Mstep: Class 17 contains 29979 members 
Mstep: Class 18 contains 9958 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 72084 members 
Mstep: Class 21 contains 117860 members 
Mstep: Class 22 contains 58948 members 
Mstep: Class 23 contains 14441 members 
Mstep: Class 24 contains 75608 members 
Mstep: Class 25 contains 73734 members 
Mstep: Class 26 contains 14855 members 
Mstep: Class 27 contains 92595 members 
Mstep: Class 28 contains 35743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443520.000000 Penalty: 240310.328125
Iteration 170Q: 29 clusters Score -2.724435e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145648 members 
Mstep: Class 3 contains 32426 members 
Mstep: Class 4 contains 64912 members 
Mstep: Class 5 contains 64542 members 
Mstep: Class 6 contains 9330 members 
Mstep: Class 7 contains 22514 members 
Mstep: Class 8 contains 17151 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36670 members 
Mstep: Class 11 contains 124767 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 13021 members 
Mstep: Class 14 contains 13661 members 
Mstep: Class 15 contains 15929 members 
Mstep: Class 16 contains 9308 members 
Mstep: Class 17 contains 29979 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 72075 members 
Mstep: Class 21 contains 117859 members 
Mstep: Class 22 contains 58914 members 
Mstep: Class 23 contains 14452 members 
Mstep: Class 24 contains 75648 members 
Mstep: Class 25 contains 73749 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 92529 members 
Mstep: Class 28 contains 35793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443616.000000 Penalty: 240310.328125
Iteration 171Q: 29 clusters Score -2.724436e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145646 members 
Mstep: Class 3 contains 32426 members 
Mstep: Class 4 contains 64932 members 
Mstep: Class 5 contains 64553 members 
Mstep: Class 6 contains 9332 members 
Mstep: Class 7 contains 22585 members 
Mstep: Class 8 contains 17154 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36648 members 
Mstep: Class 11 contains 124768 members 
Mstep: Class 12 contains 42085 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 13653 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 9310 members 
Mstep: Class 17 contains 29979 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 72061 members 
Mstep: Class 21 contains 117853 members 
Mstep: Class 22 contains 58894 members 
Mstep: Class 23 contains 14453 members 
Mstep: Class 24 contains 75683 members 
Mstep: Class 25 contains 73753 members 
Mstep: Class 26 contains 14858 members 
Mstep: Class 27 contains 92476 members 
Mstep: Class 28 contains 35836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443616.000000 Penalty: 240310.328125
Iteration 172Q: 29 clusters Score -2.724436e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145646 members 
Mstep: Class 3 contains 32422 members 
Mstep: Class 4 contains 64954 members 
Mstep: Class 5 contains 64563 members 
Mstep: Class 6 contains 9327 members 
Mstep: Class 7 contains 22657 members 
Mstep: Class 8 contains 17150 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36625 members 
Mstep: Class 11 contains 124787 members 
Mstep: Class 12 contains 42014 members 
Mstep: Class 13 contains 13013 members 
Mstep: Class 14 contains 13646 members 
Mstep: Class 15 contains 15926 members 
Mstep: Class 16 contains 9314 members 
Mstep: Class 17 contains 29979 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 72045 members 
Mstep: Class 21 contains 117845 members 
Mstep: Class 22 contains 58868 members 
Mstep: Class 23 contains 14459 members 
Mstep: Class 24 contains 75711 members 
Mstep: Class 25 contains 73772 members 
Mstep: Class 26 contains 14859 members 
Mstep: Class 27 contains 92429 members 
Mstep: Class 28 contains 35868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443488.000000 Penalty: 240310.328125
Iteration 173Q: 29 clusters Score -2.724435e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145644 members 
Mstep: Class 3 contains 32420 members 
Mstep: Class 4 contains 64976 members 
Mstep: Class 5 contains 64565 members 
Mstep: Class 6 contains 9322 members 
Mstep: Class 7 contains 22712 members 
Mstep: Class 8 contains 17145 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 124790 members 
Mstep: Class 12 contains 41945 members 
Mstep: Class 13 contains 13006 members 
Mstep: Class 14 contains 13639 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9316 members 
Mstep: Class 17 contains 29984 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 72037 members 
Mstep: Class 21 contains 117850 members 
Mstep: Class 22 contains 58848 members 
Mstep: Class 23 contains 14462 members 
Mstep: Class 24 contains 75746 members 
Mstep: Class 25 contains 73781 members 
Mstep: Class 26 contains 14859 members 
Mstep: Class 27 contains 92389 members 
Mstep: Class 28 contains 35906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443424.000000 Penalty: 240310.328125
Iteration 174Q: 29 clusters Score -2.724434e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145644 members 
Mstep: Class 3 contains 32417 members 
Mstep: Class 4 contains 64993 members 
Mstep: Class 5 contains 64569 members 
Mstep: Class 6 contains 9317 members 
Mstep: Class 7 contains 22763 members 
Mstep: Class 8 contains 17144 members 
Mstep: Class 9 contains 6163 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 124797 members 
Mstep: Class 12 contains 41893 members 
Mstep: Class 13 contains 13002 members 
Mstep: Class 14 contains 13626 members 
Mstep: Class 15 contains 15926 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 29986 members 
Mstep: Class 18 contains 9983 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 72026 members 
Mstep: Class 21 contains 117851 members 
Mstep: Class 22 contains 58837 members 
Mstep: Class 23 contains 14471 members 
Mstep: Class 24 contains 75768 members 
Mstep: Class 25 contains 73785 members 
Mstep: Class 26 contains 14867 members 
Mstep: Class 27 contains 92349 members 
Mstep: Class 28 contains 35926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443520.000000 Penalty: 240310.328125
Iteration 175Q: 29 clusters Score -2.724435e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145639 members 
Mstep: Class 3 contains 32412 members 
Mstep: Class 4 contains 65005 members 
Mstep: Class 5 contains 64580 members 
Mstep: Class 6 contains 9316 members 
Mstep: Class 7 contains 22806 members 
Mstep: Class 8 contains 17141 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36576 members 
Mstep: Class 11 contains 124810 members 
Mstep: Class 12 contains 41846 members 
Mstep: Class 13 contains 13000 members 
Mstep: Class 14 contains 13612 members 
Mstep: Class 15 contains 15926 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 72017 members 
Mstep: Class 21 contains 117849 members 
Mstep: Class 22 contains 58836 members 
Mstep: Class 23 contains 14479 members 
Mstep: Class 24 contains 75794 members 
Mstep: Class 25 contains 73795 members 
Mstep: Class 26 contains 14869 members 
Mstep: Class 27 contains 92311 members 
Mstep: Class 28 contains 35943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443616.000000 Penalty: 240310.328125
Iteration 176Q: 29 clusters Score -2.724436e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145636 members 
Mstep: Class 3 contains 32415 members 
Mstep: Class 4 contains 65016 members 
Mstep: Class 5 contains 64584 members 
Mstep: Class 6 contains 9311 members 
Mstep: Class 7 contains 22864 members 
Mstep: Class 8 contains 17137 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36568 members 
Mstep: Class 11 contains 124808 members 
Mstep: Class 12 contains 41796 members 
Mstep: Class 13 contains 13000 members 
Mstep: Class 14 contains 13598 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9324 members 
Mstep: Class 17 contains 29984 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71995 members 
Mstep: Class 21 contains 117848 members 
Mstep: Class 22 contains 58824 members 
Mstep: Class 23 contains 14487 members 
Mstep: Class 24 contains 75817 members 
Mstep: Class 25 contains 73814 members 
Mstep: Class 26 contains 14870 members 
Mstep: Class 27 contains 92276 members 
Mstep: Class 28 contains 35966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443584.000000 Penalty: 240310.328125
Iteration 177Q: 29 clusters Score -2.724436e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145633 members 
Mstep: Class 3 contains 32414 members 
Mstep: Class 4 contains 65031 members 
Mstep: Class 5 contains 64592 members 
Mstep: Class 6 contains 9304 members 
Mstep: Class 7 contains 22904 members 
Mstep: Class 8 contains 17138 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36557 members 
Mstep: Class 11 contains 124825 members 
Mstep: Class 12 contains 41750 members 
Mstep: Class 13 contains 12999 members 
Mstep: Class 14 contains 13582 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 9326 members 
Mstep: Class 17 contains 29983 members 
Mstep: Class 18 contains 9993 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71984 members 
Mstep: Class 21 contains 117839 members 
Mstep: Class 22 contains 58819 members 
Mstep: Class 23 contains 14486 members 
Mstep: Class 24 contains 75821 members 
Mstep: Class 25 contains 73823 members 
Mstep: Class 26 contains 14874 members 
Mstep: Class 27 contains 92268 members 
Mstep: Class 28 contains 35984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444128.000000 Penalty: 240310.328125
Iteration 178Q: 29 clusters Score -2.724441e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145623 members 
Mstep: Class 3 contains 32410 members 
Mstep: Class 4 contains 65040 members 
Mstep: Class 5 contains 64597 members 
Mstep: Class 6 contains 9306 members 
Mstep: Class 7 contains 22940 members 
Mstep: Class 8 contains 17139 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36548 members 
Mstep: Class 11 contains 124839 members 
Mstep: Class 12 contains 41719 members 
Mstep: Class 13 contains 12997 members 
Mstep: Class 14 contains 13573 members 
Mstep: Class 15 contains 15922 members 
Mstep: Class 16 contains 9333 members 
Mstep: Class 17 contains 29984 members 
Mstep: Class 18 contains 9994 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71973 members 
Mstep: Class 21 contains 117831 members 
Mstep: Class 22 contains 58808 members 
Mstep: Class 23 contains 14494 members 
Mstep: Class 24 contains 75824 members 
Mstep: Class 25 contains 73825 members 
Mstep: Class 26 contains 14875 members 
Mstep: Class 27 contains 92259 members 
Mstep: Class 28 contains 35999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443776.000000 Penalty: 240310.328125
Iteration 179Q: 29 clusters Score -2.724438e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145615 members 
Mstep: Class 3 contains 32409 members 
Mstep: Class 4 contains 65052 members 
Mstep: Class 5 contains 64608 members 
Mstep: Class 6 contains 9306 members 
Mstep: Class 7 contains 22961 members 
Mstep: Class 8 contains 17139 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36540 members 
Mstep: Class 11 contains 124850 members 
Mstep: Class 12 contains 41681 members 
Mstep: Class 13 contains 12994 members 
Mstep: Class 14 contains 13565 members 
Mstep: Class 15 contains 15920 members 
Mstep: Class 16 contains 9337 members 
Mstep: Class 17 contains 29984 members 
Mstep: Class 18 contains 9993 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71966 members 
Mstep: Class 21 contains 117833 members 
Mstep: Class 22 contains 58801 members 
Mstep: Class 23 contains 14499 members 
Mstep: Class 24 contains 75839 members 
Mstep: Class 25 contains 73840 members 
Mstep: Class 26 contains 14873 members 
Mstep: Class 27 contains 92247 members 
Mstep: Class 28 contains 36000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443776.000000 Penalty: 240310.328125
Iteration 180F: 29 clusters Score -2.724438e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145612 members 
Mstep: Class 3 contains 32410 members 
Mstep: Class 4 contains 65060 members 
Mstep: Class 5 contains 64617 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 22993 members 
Mstep: Class 8 contains 17139 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36535 members 
Mstep: Class 11 contains 124849 members 
Mstep: Class 12 contains 41651 members 
Mstep: Class 13 contains 12992 members 
Mstep: Class 14 contains 13561 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 9344 members 
Mstep: Class 17 contains 29984 members 
Mstep: Class 18 contains 9994 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71951 members 
Mstep: Class 21 contains 117835 members 
Mstep: Class 22 contains 58794 members 
Mstep: Class 23 contains 14502 members 
Mstep: Class 24 contains 75847 members 
Mstep: Class 25 contains 73846 members 
Mstep: Class 26 contains 14875 members 
Mstep: Class 27 contains 92236 members 
Mstep: Class 28 contains 36004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443808.000000 Penalty: 240310.328125
Iteration 181Q: 29 clusters Score -2.724438e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145613 members 
Mstep: Class 3 contains 32404 members 
Mstep: Class 4 contains 65069 members 
Mstep: Class 5 contains 64622 members 
Mstep: Class 6 contains 9297 members 
Mstep: Class 7 contains 23017 members 
Mstep: Class 8 contains 17138 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36530 members 
Mstep: Class 11 contains 124847 members 
Mstep: Class 12 contains 41628 members 
Mstep: Class 13 contains 12992 members 
Mstep: Class 14 contains 13559 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 9350 members 
Mstep: Class 17 contains 29984 members 
Mstep: Class 18 contains 9995 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71942 members 
Mstep: Class 21 contains 117844 members 
Mstep: Class 22 contains 58781 members 
Mstep: Class 23 contains 14503 members 
Mstep: Class 24 contains 75853 members 
Mstep: Class 25 contains 73860 members 
Mstep: Class 26 contains 14876 members 
Mstep: Class 27 contains 92224 members 
Mstep: Class 28 contains 36001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443776.000000 Penalty: 240310.328125
Iteration 182Q: 29 clusters Score -2.724438e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145614 members 
Mstep: Class 3 contains 32402 members 
Mstep: Class 4 contains 65077 members 
Mstep: Class 5 contains 64627 members 
Mstep: Class 6 contains 9295 members 
Mstep: Class 7 contains 23030 members 
Mstep: Class 8 contains 17139 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36529 members 
Mstep: Class 11 contains 124853 members 
Mstep: Class 12 contains 41611 members 
Mstep: Class 13 contains 12989 members 
Mstep: Class 14 contains 13560 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9354 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 9996 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71934 members 
Mstep: Class 21 contains 117844 members 
Mstep: Class 22 contains 58772 members 
Mstep: Class 23 contains 14503 members 
Mstep: Class 24 contains 75857 members 
Mstep: Class 25 contains 73870 members 
Mstep: Class 26 contains 14877 members 
Mstep: Class 27 contains 92211 members 
Mstep: Class 28 contains 36000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443776.000000 Penalty: 240310.328125
Iteration 183Q: 29 clusters Score -2.724438e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145611 members 
Mstep: Class 3 contains 32402 members 
Mstep: Class 4 contains 65085 members 
Mstep: Class 5 contains 64625 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 23054 members 
Mstep: Class 8 contains 17138 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36526 members 
Mstep: Class 11 contains 124859 members 
Mstep: Class 12 contains 41595 members 
Mstep: Class 13 contains 12990 members 
Mstep: Class 14 contains 13558 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71924 members 
Mstep: Class 21 contains 117837 members 
Mstep: Class 22 contains 58762 members 
Mstep: Class 23 contains 14507 members 
Mstep: Class 24 contains 75859 members 
Mstep: Class 25 contains 73873 members 
Mstep: Class 26 contains 14882 members 
Mstep: Class 27 contains 92209 members 
Mstep: Class 28 contains 35999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443744.000000 Penalty: 240310.328125
Iteration 184Q: 29 clusters Score -2.724437e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145608 members 
Mstep: Class 3 contains 32402 members 
Mstep: Class 4 contains 65086 members 
Mstep: Class 5 contains 64626 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 23082 members 
Mstep: Class 8 contains 17138 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36521 members 
Mstep: Class 11 contains 124857 members 
Mstep: Class 12 contains 41582 members 
Mstep: Class 13 contains 12982 members 
Mstep: Class 14 contains 13557 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9356 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71924 members 
Mstep: Class 21 contains 117835 members 
Mstep: Class 22 contains 58755 members 
Mstep: Class 23 contains 14510 members 
Mstep: Class 24 contains 75862 members 
Mstep: Class 25 contains 73880 members 
Mstep: Class 26 contains 14886 members 
Mstep: Class 27 contains 92206 members 
Mstep: Class 28 contains 35997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443936.000000 Penalty: 240310.328125
Iteration 185Q: 29 clusters Score -2.724439e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145609 members 
Mstep: Class 3 contains 32403 members 
Mstep: Class 4 contains 65092 members 
Mstep: Class 5 contains 64620 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 23106 members 
Mstep: Class 8 contains 17138 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36517 members 
Mstep: Class 11 contains 124860 members 
Mstep: Class 12 contains 41573 members 
Mstep: Class 13 contains 12978 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9356 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 9999 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 71920 members 
Mstep: Class 21 contains 117837 members 
Mstep: Class 22 contains 58746 members 
Mstep: Class 23 contains 14509 members 
Mstep: Class 24 contains 75864 members 
Mstep: Class 25 contains 73882 members 
Mstep: Class 26 contains 14888 members 
Mstep: Class 27 contains 92205 members 
Mstep: Class 28 contains 35996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443872.000000 Penalty: 240310.328125
Iteration 186Q: 29 clusters Score -2.724439e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145607 members 
Mstep: Class 3 contains 32403 members 
Mstep: Class 4 contains 65095 members 
Mstep: Class 5 contains 64614 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 23141 members 
Mstep: Class 8 contains 17138 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36514 members 
Mstep: Class 11 contains 124861 members 
Mstep: Class 12 contains 41568 members 
Mstep: Class 13 contains 12981 members 
Mstep: Class 14 contains 13542 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 10001 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71909 members 
Mstep: Class 21 contains 117835 members 
Mstep: Class 22 contains 58743 members 
Mstep: Class 23 contains 14511 members 
Mstep: Class 24 contains 75860 members 
Mstep: Class 25 contains 73882 members 
Mstep: Class 26 contains 14888 members 
Mstep: Class 27 contains 92203 members 
Mstep: Class 28 contains 35997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443680.000000 Penalty: 240310.328125
Iteration 187Q: 29 clusters Score -2.724437e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145603 members 
Mstep: Class 3 contains 32401 members 
Mstep: Class 4 contains 65096 members 
Mstep: Class 5 contains 64610 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 23168 members 
Mstep: Class 8 contains 17140 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36511 members 
Mstep: Class 11 contains 124865 members 
Mstep: Class 12 contains 41563 members 
Mstep: Class 13 contains 12979 members 
Mstep: Class 14 contains 13540 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9358 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 10002 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71896 members 
Mstep: Class 21 contains 117830 members 
Mstep: Class 22 contains 58743 members 
Mstep: Class 23 contains 14515 members 
Mstep: Class 24 contains 75863 members 
Mstep: Class 25 contains 73886 members 
Mstep: Class 26 contains 14885 members 
Mstep: Class 27 contains 92198 members 
Mstep: Class 28 contains 35997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443616.000000 Penalty: 240310.328125
Iteration 188Q: 29 clusters Score -2.724436e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145602 members 
Mstep: Class 3 contains 32401 members 
Mstep: Class 4 contains 65100 members 
Mstep: Class 5 contains 64611 members 
Mstep: Class 6 contains 9295 members 
Mstep: Class 7 contains 23182 members 
Mstep: Class 8 contains 17141 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36506 members 
Mstep: Class 11 contains 124876 members 
Mstep: Class 12 contains 41552 members 
Mstep: Class 13 contains 12978 members 
Mstep: Class 14 contains 13539 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9358 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 10002 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71887 members 
Mstep: Class 21 contains 117829 members 
Mstep: Class 22 contains 58739 members 
Mstep: Class 23 contains 14515 members 
Mstep: Class 24 contains 75862 members 
Mstep: Class 25 contains 73886 members 
Mstep: Class 26 contains 14885 members 
Mstep: Class 27 contains 92199 members 
Mstep: Class 28 contains 35998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443616.000000 Penalty: 240310.328125
Iteration 189Q: 29 clusters Score -2.724436e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145602 members 
Mstep: Class 3 contains 32401 members 
Mstep: Class 4 contains 65101 members 
Mstep: Class 5 contains 64616 members 
Mstep: Class 6 contains 9295 members 
Mstep: Class 7 contains 23192 members 
Mstep: Class 8 contains 17142 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36500 members 
Mstep: Class 11 contains 124886 members 
Mstep: Class 12 contains 41542 members 
Mstep: Class 13 contains 12975 members 
Mstep: Class 14 contains 13539 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 17 contains 29986 members 
Mstep: Class 18 contains 10002 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71880 members 
Mstep: Class 21 contains 117832 members 
Mstep: Class 22 contains 58738 members 
Mstep: Class 23 contains 14515 members 
Mstep: Class 24 contains 75861 members 
Mstep: Class 25 contains 73887 members 
Mstep: Class 26 contains 14886 members 
Mstep: Class 27 contains 92197 members 
Mstep: Class 28 contains 35996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443712.000000 Penalty: 240310.328125
Iteration 190Q: 29 clusters Score -2.724437e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145603 members 
Mstep: Class 3 contains 32402 members 
Mstep: Class 4 contains 65104 members 
Mstep: Class 5 contains 64619 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 23215 members 
Mstep: Class 8 contains 17143 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36498 members 
Mstep: Class 11 contains 124883 members 
Mstep: Class 12 contains 41530 members 
Mstep: Class 13 contains 12973 members 
Mstep: Class 14 contains 13535 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9356 members 
Mstep: Class 17 contains 29986 members 
Mstep: Class 18 contains 10003 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71872 members 
Mstep: Class 21 contains 117830 members 
Mstep: Class 22 contains 58736 members 
Mstep: Class 23 contains 14517 members 
Mstep: Class 24 contains 75862 members 
Mstep: Class 25 contains 73889 members 
Mstep: Class 26 contains 14886 members 
Mstep: Class 27 contains 92195 members 
Mstep: Class 28 contains 35997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443808.000000 Penalty: 240310.328125
Iteration 191Q: 29 clusters Score -2.724438e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145604 members 
Mstep: Class 3 contains 32403 members 
Mstep: Class 4 contains 65105 members 
Mstep: Class 5 contains 64618 members 
Mstep: Class 6 contains 9295 members 
Mstep: Class 7 contains 23230 members 
Mstep: Class 8 contains 17144 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36497 members 
Mstep: Class 11 contains 124882 members 
Mstep: Class 12 contains 41520 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 14 contains 13535 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 17 contains 29986 members 
Mstep: Class 18 contains 10003 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71871 members 
Mstep: Class 21 contains 117827 members 
Mstep: Class 22 contains 58735 members 
Mstep: Class 23 contains 14518 members 
Mstep: Class 24 contains 75859 members 
Mstep: Class 25 contains 73889 members 
Mstep: Class 26 contains 14886 members 
Mstep: Class 27 contains 92194 members 
Mstep: Class 28 contains 36000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443904.000000 Penalty: 240310.328125
Iteration 192Q: 29 clusters Score -2.724439e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145603 members 
Mstep: Class 3 contains 32403 members 
Mstep: Class 4 contains 65106 members 
Mstep: Class 5 contains 64618 members 
Mstep: Class 6 contains 9295 members 
Mstep: Class 7 contains 23238 members 
Mstep: Class 8 contains 17144 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36497 members 
Mstep: Class 11 contains 124883 members 
Mstep: Class 12 contains 41505 members 
Mstep: Class 13 contains 12972 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9356 members 
Mstep: Class 17 contains 29986 members 
Mstep: Class 18 contains 10002 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71869 members 
Mstep: Class 21 contains 117826 members 
Mstep: Class 22 contains 58734 members 
Mstep: Class 23 contains 14519 members 
Mstep: Class 24 contains 75860 members 
Mstep: Class 25 contains 73895 members 
Mstep: Class 26 contains 14886 members 
Mstep: Class 27 contains 92196 members 
Mstep: Class 28 contains 36002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444000.000000 Penalty: 240310.328125
Iteration 193Q: 29 clusters Score -2.72444e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145602 members 
Mstep: Class 3 contains 32402 members 
Mstep: Class 4 contains 65106 members 
Mstep: Class 5 contains 64621 members 
Mstep: Class 6 contains 9295 members 
Mstep: Class 7 contains 23244 members 
Mstep: Class 8 contains 17146 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36496 members 
Mstep: Class 11 contains 124882 members 
Mstep: Class 12 contains 41488 members 
Mstep: Class 13 contains 12973 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9354 members 
Mstep: Class 17 contains 29987 members 
Mstep: Class 18 contains 10004 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71872 members 
Mstep: Class 21 contains 117829 members 
Mstep: Class 22 contains 58731 members 
Mstep: Class 23 contains 14518 members 
Mstep: Class 24 contains 75860 members 
Mstep: Class 25 contains 73898 members 
Mstep: Class 26 contains 14886 members 
Mstep: Class 27 contains 92201 members 
Mstep: Class 28 contains 36000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443936.000000 Penalty: 240310.328125
Iteration 194Q: 29 clusters Score -2.724439e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145601 members 
Mstep: Class 3 contains 32399 members 
Mstep: Class 4 contains 65107 members 
Mstep: Class 5 contains 64619 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 23253 members 
Mstep: Class 8 contains 17144 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36497 members 
Mstep: Class 11 contains 124881 members 
Mstep: Class 12 contains 41474 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9355 members 
Mstep: Class 17 contains 29987 members 
Mstep: Class 18 contains 10005 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71876 members 
Mstep: Class 21 contains 117829 members 
Mstep: Class 22 contains 58729 members 
Mstep: Class 23 contains 14518 members 
Mstep: Class 24 contains 75861 members 
Mstep: Class 25 contains 73904 members 
Mstep: Class 26 contains 14885 members 
Mstep: Class 27 contains 92201 members 
Mstep: Class 28 contains 36003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272444000.000000 Penalty: 240310.328125
Iteration 195Q: 29 clusters Score -2.72444e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145601 members 
Mstep: Class 3 contains 32398 members 
Mstep: Class 4 contains 65109 members 
Mstep: Class 5 contains 64620 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 23254 members 
Mstep: Class 8 contains 17145 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36497 members 
Mstep: Class 11 contains 124881 members 
Mstep: Class 12 contains 41459 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9356 members 
Mstep: Class 17 contains 29987 members 
Mstep: Class 18 contains 10006 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71882 members 
Mstep: Class 21 contains 117832 members 
Mstep: Class 22 contains 58726 members 
Mstep: Class 23 contains 14520 members 
Mstep: Class 24 contains 75860 members 
Mstep: Class 25 contains 73909 members 
Mstep: Class 26 contains 14885 members 
Mstep: Class 27 contains 92199 members 
Mstep: Class 28 contains 36002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443936.000000 Penalty: 240310.328125
Iteration 196Q: 29 clusters Score -2.724439e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145603 members 
Mstep: Class 3 contains 32397 members 
Mstep: Class 4 contains 65110 members 
Mstep: Class 5 contains 64621 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 23257 members 
Mstep: Class 8 contains 17144 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36493 members 
Mstep: Class 11 contains 124886 members 
Mstep: Class 12 contains 41451 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 14 contains 13533 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9358 members 
Mstep: Class 17 contains 29987 members 
Mstep: Class 18 contains 10006 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71883 members 
Mstep: Class 21 contains 117830 members 
Mstep: Class 22 contains 58722 members 
Mstep: Class 23 contains 14521 members 
Mstep: Class 24 contains 75862 members 
Mstep: Class 25 contains 73912 members 
Mstep: Class 26 contains 14886 members 
Mstep: Class 27 contains 92198 members 
Mstep: Class 28 contains 36002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443808.000000 Penalty: 240310.328125
Iteration 197Q: 29 clusters Score -2.724438e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145603 members 
Mstep: Class 3 contains 32395 members 
Mstep: Class 4 contains 65110 members 
Mstep: Class 5 contains 64623 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 23262 members 
Mstep: Class 8 contains 17145 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36494 members 
Mstep: Class 11 contains 124883 members 
Mstep: Class 12 contains 41440 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 14 contains 13533 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9359 members 
Mstep: Class 17 contains 29988 members 
Mstep: Class 18 contains 10007 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71886 members 
Mstep: Class 21 contains 117832 members 
Mstep: Class 22 contains 58720 members 
Mstep: Class 23 contains 14520 members 
Mstep: Class 24 contains 75863 members 
Mstep: Class 25 contains 73914 members 
Mstep: Class 26 contains 14887 members 
Mstep: Class 27 contains 92196 members 
Mstep: Class 28 contains 36002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443680.000000 Penalty: 240310.328125
Iteration 198Q: 29 clusters Score -2.724437e+08 nChanged 44
Entering ConstructFrom: 
Score: -272443680.000000 Penalty: 240310.328125
Entering ConstructFrom: 
Trying to split cluster 1 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -189260.203125 Penalty: 4177.260254
	Iteration 0F: 2 clusters Score -189260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -185506.984375 Penalty: 8354.520508
	Iteration 0F: 3 clusters Score -185507 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -185788.031250 Penalty: 8354.520508
	Iteration 1F: 3 clusters Score -185788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -185875.843750 Penalty: 8354.520508
	Iteration 2Q: 3 clusters Score -185875.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -185903.750000 Penalty: 8354.520508
	Iteration 3Q: 3 clusters Score -185903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -185925.937500 Penalty: 8354.520508
	Iteration 4Q: 3 clusters Score -185925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -185928.062500 Penalty: 8354.520508
	Iteration 5Q: 3 clusters Score -185928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -185948.234375 Penalty: 8354.520508
	Iteration 6Q: 3 clusters Score -185948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -185953.156250 Penalty: 8354.520508
	Iteration 7Q: 3 clusters Score -185953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -185960.734375 Penalty: 8354.520508
	Iteration 8Q: 3 clusters Score -185960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -185962.781250 Penalty: 8354.520508
	Iteration 9Q: 3 clusters Score -185962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -185965.859375 Penalty: 8354.520508
	Iteration 10Q: 3 clusters Score -185965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -185968.828125 Penalty: 8354.520508
	Iteration 11Q: 3 clusters Score -185968.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -185968.828125 Penalty: 8354.520508
	Iteration 12F: 3 clusters Score -185968.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (145601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Entering Unmasked Estep 
Score: -33246238.000000 Penalty: 7281.782715
	Iteration 0F: 2 clusters Score -3.324624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -33159268.000000 Penalty: 14563.565430
	Iteration 0F: 3 clusters Score -3.315927e+07 nChanged 67873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -33197736.000000 Penalty: 14563.565430
	Iteration 1F: 3 clusters Score -3.319774e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -33199744.000000 Penalty: 14563.565430
	Iteration 2Q: 3 clusters Score -3.319974e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -33202948.000000 Penalty: 14563.565430
	Iteration 3Q: 3 clusters Score -3.320295e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 97944 members 
Entering Unmasked Estep 
Score: -33207862.000000 Penalty: 14563.565430
	Iteration 4F: 3 clusters Score -3.320786e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 108036 members 
Entering Unmasked Estep 
Score: -33215250.000000 Penalty: 14563.565430
	Iteration 5F: 3 clusters Score -3.321525e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 119234 members 
Entering Unmasked Estep 
Score: -33225376.000000 Penalty: 14563.565430
	Iteration 6F: 3 clusters Score -3.322538e+07 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 130059 members 
Entering Unmasked Estep 
Score: -33232904.000000 Penalty: 14563.565430
	Iteration 7F: 3 clusters Score -3.32329e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 137486 members 
Entering Unmasked Estep 
Score: -33237104.000000 Penalty: 14563.565430
	Iteration 8F: 3 clusters Score -3.32371e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 141308 members 
Entering Unmasked Estep 
Score: -33238628.000000 Penalty: 14563.565430
	Iteration 9Q: 3 clusters Score -3.323863e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 142959 members 
Entering Unmasked Estep 
Score: -33239336.000000 Penalty: 14563.565430
	Iteration 10Q: 3 clusters Score -3.323934e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 143688 members 
Entering Unmasked Estep 
Score: -33239670.000000 Penalty: 14563.565430
	Iteration 11Q: 3 clusters Score -3.323967e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -33239944.000000 Penalty: 14563.565430
	Iteration 12Q: 3 clusters Score -3.323994e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 144175 members 
Entering Unmasked Estep 
Score: -33240048.000000 Penalty: 14563.565430
	Iteration 13Q: 3 clusters Score -3.324005e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 144278 members 
Entering Unmasked Estep 
Score: -33240182.000000 Penalty: 14563.565430
	Iteration 14Q: 3 clusters Score -3.324018e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 144340 members 
Entering Unmasked Estep 
Score: -33240238.000000 Penalty: 14563.565430
	Iteration 15Q: 3 clusters Score -3.324024e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 144385 members 
Entering Unmasked Estep 
Score: -33240224.000000 Penalty: 14563.565430
	Iteration 16Q: 3 clusters Score -3.324022e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 144411 members 
Entering Unmasked Estep 
Score: -33240242.000000 Penalty: 14563.565430
	Iteration 17Q: 3 clusters Score -3.324024e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -33240280.000000 Penalty: 14563.565430
	Iteration 18Q: 3 clusters Score -3.324028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 144433 members 
Entering Unmasked Estep 
Score: -33240302.000000 Penalty: 14563.565430
	Iteration 19Q: 3 clusters Score -3.32403e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 144448 members 
Entering Unmasked Estep 
Score: -33240338.000000 Penalty: 14563.565430
	Iteration 20F: 3 clusters Score -3.324034e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 144459 members 
Entering Unmasked Estep 
Score: -33240360.000000 Penalty: 14563.565430
	Iteration 21Q: 3 clusters Score -3.324036e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 144464 members 
Entering Unmasked Estep 
Score: -33240374.000000 Penalty: 14563.565430
	Iteration 22Q: 3 clusters Score -3.324037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 144473 members 
Entering Unmasked Estep 
Score: -33240400.000000 Penalty: 14563.565430
	Iteration 23Q: 3 clusters Score -3.32404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 144482 members 
Entering Unmasked Estep 
Score: -33240388.000000 Penalty: 14563.565430
	Iteration 24Q: 3 clusters Score -3.324039e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 144493 members 
Entering Unmasked Estep 
Score: -33240386.000000 Penalty: 14563.565430
	Iteration 25Q: 3 clusters Score -3.324039e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 144500 members 
Entering Unmasked Estep 
Score: -33240420.000000 Penalty: 14563.565430
	Iteration 26Q: 3 clusters Score -3.324042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 144510 members 
Entering Unmasked Estep 
Score: -33240442.000000 Penalty: 14563.565430
	Iteration 27Q: 3 clusters Score -3.324044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 144514 members 
Entering Unmasked Estep 
Score: -33240446.000000 Penalty: 14563.565430
	Iteration 28Q: 3 clusters Score -3.324045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 144514 members 
Entering Unmasked Estep 
Score: -33240490.000000 Penalty: 14563.565430
	Iteration 29Q: 3 clusters Score -3.324049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 144515 members 
Entering Unmasked Estep 
Score: -33240486.000000 Penalty: 14563.565430
	Iteration 30Q: 3 clusters Score -3.324049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 144519 members 
Entering Unmasked Estep 
Score: -33240502.000000 Penalty: 14563.565430
	Iteration 31Q: 3 clusters Score -3.32405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -33240486.000000 Penalty: 14563.565430
	Iteration 32Q: 3 clusters Score -3.324049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 144519 members 
Entering Unmasked Estep 
Score: -33240490.000000 Penalty: 14563.565430
	Iteration 33Q: 3 clusters Score -3.324049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -33240482.000000 Penalty: 14563.565430
	Iteration 34Q: 3 clusters Score -3.324048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 144517 members 
Entering Unmasked Estep 
Score: -33240488.000000 Penalty: 14563.565430
	Iteration 35Q: 3 clusters Score -3.324049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -33240492.000000 Penalty: 14563.565430
	Iteration 36Q: 3 clusters Score -3.324049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -33240492.000000 Penalty: 14563.565430
	Iteration 37F: 3 clusters Score -3.324049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Entering Unmasked Estep 
Score: -7454832.500000 Penalty: 6361.277832
	Iteration 0F: 2 clusters Score -7454832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -7430533.000000 Penalty: 12722.555664
	Iteration 0F: 3 clusters Score -7430533 nChanged 13646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -7437779.500000 Penalty: 12722.555664
	Iteration 1F: 3 clusters Score -7437780 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -7438481.500000 Penalty: 12722.555664
	Iteration 2F: 3 clusters Score -7438482 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -7439063.500000 Penalty: 12722.555664
	Iteration 3Q: 3 clusters Score -7439064 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -7439457.500000 Penalty: 12722.555664
	Iteration 4Q: 3 clusters Score -7439458 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -7439733.000000 Penalty: 12722.555664
	Iteration 5Q: 3 clusters Score -7439733 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -7439958.500000 Penalty: 12722.555664
	Iteration 6Q: 3 clusters Score -7439958 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -7440129.500000 Penalty: 12722.555664
	Iteration 7Q: 3 clusters Score -7440130 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -7440336.500000 Penalty: 12722.555664
	Iteration 8Q: 3 clusters Score -7440336 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -7440493.500000 Penalty: 12722.555664
	Iteration 9Q: 3 clusters Score -7440494 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -7440682.500000 Penalty: 12722.555664
	Iteration 10Q: 3 clusters Score -7440682 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -7440884.000000 Penalty: 12722.555664
	Iteration 11Q: 3 clusters Score -7440884 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -7441094.500000 Penalty: 12722.555664
	Iteration 12Q: 3 clusters Score -7441094 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -7441353.500000 Penalty: 12722.555664
	Iteration 13Q: 3 clusters Score -7441354 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -7441670.500000 Penalty: 12722.555664
	Iteration 14Q: 3 clusters Score -7441670 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -7442058.500000 Penalty: 12722.555664
	Iteration 15Q: 3 clusters Score -7442058 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -7442560.000000 Penalty: 12722.555664
	Iteration 16Q: 3 clusters Score -7442560 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -7443097.000000 Penalty: 12722.555664
	Iteration 17Q: 3 clusters Score -7443097 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -7443832.500000 Penalty: 12722.555664
	Iteration 18Q: 3 clusters Score -7443832 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -7444693.000000 Penalty: 12722.555664
	Iteration 19Q: 3 clusters Score -7444693 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -7445526.500000 Penalty: 12722.555664
	Iteration 20F: 3 clusters Score -7445526 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -7446297.000000 Penalty: 12722.555664
	Iteration 21Q: 3 clusters Score -7446297 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -7447048.500000 Penalty: 12722.555664
	Iteration 22Q: 3 clusters Score -7447048 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -7447626.500000 Penalty: 12722.555664
	Iteration 23Q: 3 clusters Score -7447626 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -7448113.000000 Penalty: 12722.555664
	Iteration 24Q: 3 clusters Score -7448113 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -7448433.500000 Penalty: 12722.555664
	Iteration 25Q: 3 clusters Score -7448434 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -7448672.000000 Penalty: 12722.555664
	Iteration 26Q: 3 clusters Score -7448672 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -7448824.500000 Penalty: 12722.555664
	Iteration 27Q: 3 clusters Score -7448824 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -7448900.000000 Penalty: 12722.555664
	Iteration 28Q: 3 clusters Score -7448900 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -7448990.500000 Penalty: 12722.555664
	Iteration 29Q: 3 clusters Score -7448990 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -7449037.000000 Penalty: 12722.555664
	Iteration 30Q: 3 clusters Score -7449037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -7449067.000000 Penalty: 12722.555664
	Iteration 31Q: 3 clusters Score -7449067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -7449096.000000 Penalty: 12722.555664
	Iteration 32Q: 3 clusters Score -7449096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -7449128.500000 Penalty: 12722.555664
	Iteration 33Q: 3 clusters Score -7449128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -7449156.000000 Penalty: 12722.555664
	Iteration 34Q: 3 clusters Score -7449156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -7449157.500000 Penalty: 12722.555664
	Iteration 35Q: 3 clusters Score -7449158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -7449167.500000 Penalty: 12722.555664
	Iteration 36Q: 3 clusters Score -7449168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -7449189.500000 Penalty: 12722.555664
	Iteration 37Q: 3 clusters Score -7449190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -7449199.500000 Penalty: 12722.555664
	Iteration 38Q: 3 clusters Score -7449200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -7449228.000000 Penalty: 12722.555664
	Iteration 39Q: 3 clusters Score -7449228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -7449229.500000 Penalty: 12722.555664
	Iteration 40F: 3 clusters Score -7449230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -7449231.500000 Penalty: 12722.555664
	Iteration 41Q: 3 clusters Score -7449232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -7449238.000000 Penalty: 12722.555664
	Iteration 42Q: 3 clusters Score -7449238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -7449252.000000 Penalty: 12722.555664
	Iteration 43Q: 3 clusters Score -7449252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -7449235.000000 Penalty: 12722.555664
	Iteration 44Q: 3 clusters Score -7449235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -7449244.500000 Penalty: 12722.555664
	Iteration 45Q: 3 clusters Score -7449244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -7449256.000000 Penalty: 12722.555664
	Iteration 46Q: 3 clusters Score -7449256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -7449257.000000 Penalty: 12722.555664
	Iteration 47Q: 3 clusters Score -7449257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -7449257.000000 Penalty: 12722.555664
	Iteration 48Q: 3 clusters Score -7449257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -7449267.000000 Penalty: 12722.555664
	Iteration 49Q: 3 clusters Score -7449267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -7449269.500000 Penalty: 12722.555664
	Iteration 50Q: 3 clusters Score -7449270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -7449261.500000 Penalty: 12722.555664
	Iteration 51Q: 3 clusters Score -7449262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -7449263.000000 Penalty: 12722.555664
	Iteration 52Q: 3 clusters Score -7449263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -7449269.500000 Penalty: 12722.555664
	Iteration 53Q: 3 clusters Score -7449270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -7449268.000000 Penalty: 12722.555664
	Iteration 54Q: 3 clusters Score -7449268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -7449268.000000 Penalty: 12722.555664
	Iteration 55F: 3 clusters Score -7449268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Entering Unmasked Estep 
Score: -14875101.000000 Penalty: 6788.848145
	Iteration 0F: 2 clusters Score -1.48751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -14829633.000000 Penalty: 13577.696289
	Iteration 0F: 3 clusters Score -1.482963e+07 nChanged 28930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -14845414.000000 Penalty: 13577.696289
	Iteration 1F: 3 clusters Score -1.484541e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -14846550.000000 Penalty: 13577.696289
	Iteration 2F: 3 clusters Score -1.484655e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -14847511.000000 Penalty: 13577.696289
	Iteration 3Q: 3 clusters Score -1.484751e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -14848421.000000 Penalty: 13577.696289
	Iteration 4Q: 3 clusters Score -1.484842e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -14849359.000000 Penalty: 13577.696289
	Iteration 5Q: 3 clusters Score -1.484936e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -14850207.000000 Penalty: 13577.696289
	Iteration 6Q: 3 clusters Score -1.485021e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -14851133.000000 Penalty: 13577.696289
	Iteration 7Q: 3 clusters Score -1.485113e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -14852175.000000 Penalty: 13577.696289
	Iteration 8Q: 3 clusters Score -1.485218e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -14853269.000000 Penalty: 13577.696289
	Iteration 9Q: 3 clusters Score -1.485327e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -14854419.000000 Penalty: 13577.696289
	Iteration 10Q: 3 clusters Score -1.485442e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -14855586.000000 Penalty: 13577.696289
	Iteration 11Q: 3 clusters Score -1.485559e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -14856806.000000 Penalty: 13577.696289
	Iteration 12Q: 3 clusters Score -1.485681e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -14857890.000000 Penalty: 13577.696289
	Iteration 13Q: 3 clusters Score -1.485789e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -14858839.000000 Penalty: 13577.696289
	Iteration 14Q: 3 clusters Score -1.485884e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -14859566.000000 Penalty: 13577.696289
	Iteration 15Q: 3 clusters Score -1.485957e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -14860153.000000 Penalty: 13577.696289
	Iteration 16Q: 3 clusters Score -1.486015e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -14860533.000000 Penalty: 13577.696289
	Iteration 17Q: 3 clusters Score -1.486053e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -14860869.000000 Penalty: 13577.696289
	Iteration 18Q: 3 clusters Score -1.486087e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -14861125.000000 Penalty: 13577.696289
	Iteration 19Q: 3 clusters Score -1.486112e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -14861293.000000 Penalty: 13577.696289
	Iteration 20F: 3 clusters Score -1.486129e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -14861454.000000 Penalty: 13577.696289
	Iteration 21Q: 3 clusters Score -1.486145e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -14861649.000000 Penalty: 13577.696289
	Iteration 22Q: 3 clusters Score -1.486165e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -14861869.000000 Penalty: 13577.696289
	Iteration 23Q: 3 clusters Score -1.486187e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -14861977.000000 Penalty: 13577.696289
	Iteration 24Q: 3 clusters Score -1.486198e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -14862117.000000 Penalty: 13577.696289
	Iteration 25Q: 3 clusters Score -1.486212e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -14862305.000000 Penalty: 13577.696289
	Iteration 26Q: 3 clusters Score -1.48623e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -14862546.000000 Penalty: 13577.696289
	Iteration 27Q: 3 clusters Score -1.486255e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -14862832.000000 Penalty: 13577.696289
	Iteration 28Q: 3 clusters Score -1.486283e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -14863229.000000 Penalty: 13577.696289
	Iteration 29Q: 3 clusters Score -1.486323e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -14863535.000000 Penalty: 13577.696289
	Iteration 30Q: 3 clusters Score -1.486354e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -14863912.000000 Penalty: 13577.696289
	Iteration 31Q: 3 clusters Score -1.486391e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -14864271.000000 Penalty: 13577.696289
	Iteration 32Q: 3 clusters Score -1.486427e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -14864735.000000 Penalty: 13577.696289
	Iteration 33Q: 3 clusters Score -1.486474e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -14865198.000000 Penalty: 13577.696289
	Iteration 34Q: 3 clusters Score -1.48652e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -14865670.000000 Penalty: 13577.696289
	Iteration 35Q: 3 clusters Score -1.486567e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 55424 members 
Entering Unmasked Estep 
Score: -14866180.000000 Penalty: 13577.696289
	Iteration 36Q: 3 clusters Score -1.486618e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -14866704.000000 Penalty: 13577.696289
	Iteration 37Q: 3 clusters Score -1.48667e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -14867151.000000 Penalty: 13577.696289
	Iteration 38Q: 3 clusters Score -1.486715e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -14867576.000000 Penalty: 13577.696289
	Iteration 39Q: 3 clusters Score -1.486758e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -14867919.000000 Penalty: 13577.696289
	Iteration 40F: 3 clusters Score -1.486792e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -14868193.000000 Penalty: 13577.696289
	Iteration 41Q: 3 clusters Score -1.486819e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -14868405.000000 Penalty: 13577.696289
	Iteration 42Q: 3 clusters Score -1.48684e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -14868584.000000 Penalty: 13577.696289
	Iteration 43Q: 3 clusters Score -1.486858e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -14868715.000000 Penalty: 13577.696289
	Iteration 44Q: 3 clusters Score -1.486872e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -14868791.000000 Penalty: 13577.696289
	Iteration 45Q: 3 clusters Score -1.486879e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -14868940.000000 Penalty: 13577.696289
	Iteration 46Q: 3 clusters Score -1.486894e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -14869034.000000 Penalty: 13577.696289
	Iteration 47Q: 3 clusters Score -1.486903e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -14869073.000000 Penalty: 13577.696289
	Iteration 48Q: 3 clusters Score -1.486907e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -14869142.000000 Penalty: 13577.696289
	Iteration 49Q: 3 clusters Score -1.486914e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -14869187.000000 Penalty: 13577.696289
	Iteration 50Q: 3 clusters Score -1.486919e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -14869226.000000 Penalty: 13577.696289
	Iteration 51Q: 3 clusters Score -1.486923e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -14869271.000000 Penalty: 13577.696289
	Iteration 52Q: 3 clusters Score -1.486927e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -14869314.000000 Penalty: 13577.696289
	Iteration 53Q: 3 clusters Score -1.486931e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -14869323.000000 Penalty: 13577.696289
	Iteration 54Q: 3 clusters Score -1.486932e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -14869316.000000 Penalty: 13577.696289
	Iteration 55Q: 3 clusters Score -1.486932e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -14869335.000000 Penalty: 13577.696289
	Iteration 56Q: 3 clusters Score -1.486934e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -14869382.000000 Penalty: 13577.696289
	Iteration 57Q: 3 clusters Score -1.486938e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -14869385.000000 Penalty: 13577.696289
	Iteration 58Q: 3 clusters Score -1.486938e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -14869407.000000 Penalty: 13577.696289
	Iteration 59Q: 3 clusters Score -1.486941e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -14869418.000000 Penalty: 13577.696289
	Iteration 60F: 3 clusters Score -1.486942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -14869426.000000 Penalty: 13577.696289
	Iteration 61Q: 3 clusters Score -1.486943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -14869437.000000 Penalty: 13577.696289
	Iteration 62Q: 3 clusters Score -1.486944e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -14869448.000000 Penalty: 13577.696289
	Iteration 63Q: 3 clusters Score -1.486945e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -14869482.000000 Penalty: 13577.696289
	Iteration 64Q: 3 clusters Score -1.486948e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -14869495.000000 Penalty: 13577.696289
	Iteration 65Q: 3 clusters Score -1.48695e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -14869506.000000 Penalty: 13577.696289
	Iteration 66Q: 3 clusters Score -1.486951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -14869523.000000 Penalty: 13577.696289
	Iteration 67Q: 3 clusters Score -1.486952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -14869523.000000 Penalty: 13577.696289
	Iteration 68Q: 3 clusters Score -1.486952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -14869534.000000 Penalty: 13577.696289
	Iteration 69Q: 3 clusters Score -1.486953e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -14869542.000000 Penalty: 13577.696289
	Iteration 70Q: 3 clusters Score -1.486954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -14869555.000000 Penalty: 13577.696289
	Iteration 71Q: 3 clusters Score -1.486956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -14869555.000000 Penalty: 13577.696289
	Iteration 72Q: 3 clusters Score -1.486956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -14869552.000000 Penalty: 13577.696289
	Iteration 73Q: 3 clusters Score -1.486955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -14869583.000000 Penalty: 13577.696289
	Iteration 74Q: 3 clusters Score -1.486958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -14869591.000000 Penalty: 13577.696289
	Iteration 75Q: 3 clusters Score -1.486959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -14869587.000000 Penalty: 13577.696289
	Iteration 76Q: 3 clusters Score -1.486959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -14869593.000000 Penalty: 13577.696289
	Iteration 77Q: 3 clusters Score -1.486959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -14869613.000000 Penalty: 13577.696289
	Iteration 78Q: 3 clusters Score -1.486961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -14869637.000000 Penalty: 13577.696289
	Iteration 79Q: 3 clusters Score -1.486964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -14869636.000000 Penalty: 13577.696289
	Iteration 80F: 3 clusters Score -1.486964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -14869632.000000 Penalty: 13577.696289
	Iteration 81Q: 3 clusters Score -1.486963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -14869640.000000 Penalty: 13577.696289
	Iteration 82Q: 3 clusters Score -1.486964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -14869634.000000 Penalty: 13577.696289
	Iteration 83Q: 3 clusters Score -1.486963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -14869635.000000 Penalty: 13577.696289
	Iteration 84Q: 3 clusters Score -1.486964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -14869640.000000 Penalty: 13577.696289
	Iteration 85Q: 3 clusters Score -1.486964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -14869648.000000 Penalty: 13577.696289
	Iteration 86Q: 3 clusters Score -1.486965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -14869641.000000 Penalty: 13577.696289
	Iteration 87Q: 3 clusters Score -1.486964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -14869653.000000 Penalty: 13577.696289
	Iteration 88Q: 3 clusters Score -1.486965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -14869637.000000 Penalty: 13577.696289
	Iteration 89Q: 3 clusters Score -1.486964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -14869642.000000 Penalty: 13577.696289
	Iteration 90Q: 3 clusters Score -1.486964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -14869645.000000 Penalty: 13577.696289
	Iteration 91Q: 3 clusters Score -1.486964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -14869647.000000 Penalty: 13577.696289
	Iteration 92Q: 3 clusters Score -1.486965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -14869655.000000 Penalty: 13577.696289
	Iteration 93Q: 3 clusters Score -1.486966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -14869643.000000 Penalty: 13577.696289
	Iteration 94Q: 3 clusters Score -1.486964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -14869661.000000 Penalty: 13577.696289
	Iteration 95Q: 3 clusters Score -1.486966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -14869667.000000 Penalty: 13577.696289
	Iteration 96Q: 3 clusters Score -1.486967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -14869662.000000 Penalty: 13577.696289
	Iteration 97Q: 3 clusters Score -1.486966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -14869669.000000 Penalty: 13577.696289
	Iteration 98Q: 3 clusters Score -1.486967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -14869661.000000 Penalty: 13577.696289
	Iteration 99Q: 3 clusters Score -1.486966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -14869652.000000 Penalty: 13577.696289
	Iteration 100F: 3 clusters Score -1.486965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -14869659.000000 Penalty: 13577.696289
	Iteration 101Q: 3 clusters Score -1.486966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -14869668.000000 Penalty: 13577.696289
	Iteration 102Q: 3 clusters Score -1.486967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -14869670.000000 Penalty: 13577.696289
	Iteration 103Q: 3 clusters Score -1.486967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -14869668.000000 Penalty: 13577.696289
	Iteration 104Q: 3 clusters Score -1.486967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -14869668.000000 Penalty: 13577.696289
	Iteration 105F: 3 clusters Score -1.486967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Entering Unmasked Estep 
Score: -14051516.000000 Penalty: 6784.268555
	Iteration 0F: 2 clusters Score -1.405152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -14006527.000000 Penalty: 13568.537109
	Iteration 0F: 3 clusters Score -1.400653e+07 nChanged 28977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -14023042.000000 Penalty: 13568.537109
	Iteration 1F: 3 clusters Score -1.402304e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -14025010.000000 Penalty: 13568.537109
	Iteration 2F: 3 clusters Score -1.402501e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -14027228.000000 Penalty: 13568.537109
	Iteration 3F: 3 clusters Score -1.402723e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -14029613.000000 Penalty: 13568.537109
	Iteration 4F: 3 clusters Score -1.402961e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -14032005.000000 Penalty: 13568.537109
	Iteration 5F: 3 clusters Score -1.4032e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -14033919.000000 Penalty: 13568.537109
	Iteration 6F: 3 clusters Score -1.403392e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -14035372.000000 Penalty: 13568.537109
	Iteration 7F: 3 clusters Score -1.403537e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -14036478.000000 Penalty: 13568.537109
	Iteration 8Q: 3 clusters Score -1.403648e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -14037414.000000 Penalty: 13568.537109
	Iteration 9Q: 3 clusters Score -1.403741e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -14038189.000000 Penalty: 13568.537109
	Iteration 10Q: 3 clusters Score -1.403819e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -14038996.000000 Penalty: 13568.537109
	Iteration 11Q: 3 clusters Score -1.4039e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -14039894.000000 Penalty: 13568.537109
	Iteration 12Q: 3 clusters Score -1.403989e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -14040931.000000 Penalty: 13568.537109
	Iteration 13Q: 3 clusters Score -1.404093e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -14042185.000000 Penalty: 13568.537109
	Iteration 14Q: 3 clusters Score -1.404218e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -14043526.000000 Penalty: 13568.537109
	Iteration 15Q: 3 clusters Score -1.404353e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -14044839.000000 Penalty: 13568.537109
	Iteration 16Q: 3 clusters Score -1.404484e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -14046015.000000 Penalty: 13568.537109
	Iteration 17Q: 3 clusters Score -1.404602e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -14046947.000000 Penalty: 13568.537109
	Iteration 18Q: 3 clusters Score -1.404695e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -14047719.000000 Penalty: 13568.537109
	Iteration 19Q: 3 clusters Score -1.404772e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -14048313.000000 Penalty: 13568.537109
	Iteration 20F: 3 clusters Score -1.404831e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -14048755.000000 Penalty: 13568.537109
	Iteration 21Q: 3 clusters Score -1.404876e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -14049184.000000 Penalty: 13568.537109
	Iteration 22Q: 3 clusters Score -1.404918e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -14049519.000000 Penalty: 13568.537109
	Iteration 23Q: 3 clusters Score -1.404952e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -14049817.000000 Penalty: 13568.537109
	Iteration 24Q: 3 clusters Score -1.404982e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -14049991.000000 Penalty: 13568.537109
	Iteration 25Q: 3 clusters Score -1.404999e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -14050175.000000 Penalty: 13568.537109
	Iteration 26Q: 3 clusters Score -1.405018e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -14050310.000000 Penalty: 13568.537109
	Iteration 27Q: 3 clusters Score -1.405031e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -14050410.000000 Penalty: 13568.537109
	Iteration 28Q: 3 clusters Score -1.405041e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -14050527.000000 Penalty: 13568.537109
	Iteration 29Q: 3 clusters Score -1.405053e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -14050599.000000 Penalty: 13568.537109
	Iteration 30Q: 3 clusters Score -1.40506e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -14050637.000000 Penalty: 13568.537109
	Iteration 31Q: 3 clusters Score -1.405064e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -14050647.000000 Penalty: 13568.537109
	Iteration 32Q: 3 clusters Score -1.405065e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -14050672.000000 Penalty: 13568.537109
	Iteration 33Q: 3 clusters Score -1.405067e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -14050681.000000 Penalty: 13568.537109
	Iteration 34Q: 3 clusters Score -1.405068e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -14050723.000000 Penalty: 13568.537109
	Iteration 35Q: 3 clusters Score -1.405072e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -14050732.000000 Penalty: 13568.537109
	Iteration 36Q: 3 clusters Score -1.405073e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -14050730.000000 Penalty: 13568.537109
	Iteration 37Q: 3 clusters Score -1.405073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -14050745.000000 Penalty: 13568.537109
	Iteration 38Q: 3 clusters Score -1.405074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -14050745.000000 Penalty: 13568.537109
	Iteration 39Q: 3 clusters Score -1.405074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -14050724.000000 Penalty: 13568.537109
	Iteration 40F: 3 clusters Score -1.405072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -14050759.000000 Penalty: 13568.537109
	Iteration 41Q: 3 clusters Score -1.405076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -14050740.000000 Penalty: 13568.537109
	Iteration 42Q: 3 clusters Score -1.405074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -14050741.000000 Penalty: 13568.537109
	Iteration 43Q: 3 clusters Score -1.405074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -14050735.000000 Penalty: 13568.537109
	Iteration 44Q: 3 clusters Score -1.405074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -14050727.000000 Penalty: 13568.537109
	Iteration 45Q: 3 clusters Score -1.405073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -14050736.000000 Penalty: 13568.537109
	Iteration 46Q: 3 clusters Score -1.405074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -14050734.000000 Penalty: 13568.537109
	Iteration 47Q: 3 clusters Score -1.405073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -14050736.000000 Penalty: 13568.537109
	Iteration 48Q: 3 clusters Score -1.405074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -14050739.000000 Penalty: 13568.537109
	Iteration 49Q: 3 clusters Score -1.405074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -14050769.000000 Penalty: 13568.537109
	Iteration 50Q: 3 clusters Score -1.405077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -14050769.000000 Penalty: 13568.537109
	Iteration 51Q: 3 clusters Score -1.405077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -14050768.000000 Penalty: 13568.537109
	Iteration 52Q: 3 clusters Score -1.405077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -14050784.000000 Penalty: 13568.537109
	Iteration 53Q: 3 clusters Score -1.405078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -14050771.000000 Penalty: 13568.537109
	Iteration 54Q: 3 clusters Score -1.405077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -14050771.000000 Penalty: 13568.537109
	Iteration 55F: 3 clusters Score -1.405077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Entering Unmasked Estep 
Score: -2043096.125000 Penalty: 5596.620605
	Iteration 0F: 2 clusters Score -2043096 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 4655 members 
Entering Unmasked Estep 
Score: -2033306.625000 Penalty: 11193.241211
	Iteration 0F: 3 clusters Score -2033307 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2035331.250000 Penalty: 11193.241211
	Iteration 1F: 3 clusters Score -2035331 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2035853.625000 Penalty: 11193.241211
	Iteration 2F: 3 clusters Score -2035854 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2036238.875000 Penalty: 11193.241211
	Iteration 3F: 3 clusters Score -2036239 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2036557.750000 Penalty: 11193.241211
	Iteration 4Q: 3 clusters Score -2036558 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2036890.250000 Penalty: 11193.241211
	Iteration 5Q: 3 clusters Score -2036890 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2037236.000000 Penalty: 11193.241211
	Iteration 6Q: 3 clusters Score -2037236 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2037560.375000 Penalty: 11193.241211
	Iteration 7Q: 3 clusters Score -2037560 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2037844.750000 Penalty: 11193.241211
	Iteration 8Q: 3 clusters Score -2037845 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2038132.250000 Penalty: 11193.241211
	Iteration 9Q: 3 clusters Score -2038132 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2038382.875000 Penalty: 11193.241211
	Iteration 10Q: 3 clusters Score -2038383 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2038573.000000 Penalty: 11193.241211
	Iteration 11Q: 3 clusters Score -2038573 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2038749.125000 Penalty: 11193.241211
	Iteration 12Q: 3 clusters Score -2038749 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2038893.500000 Penalty: 11193.241211
	Iteration 13Q: 3 clusters Score -2038894 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2039012.750000 Penalty: 11193.241211
	Iteration 14Q: 3 clusters Score -2039013 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2039103.875000 Penalty: 11193.241211
	Iteration 15Q: 3 clusters Score -2039104 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2039163.500000 Penalty: 11193.241211
	Iteration 16Q: 3 clusters Score -2039164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2039219.750000 Penalty: 11193.241211
	Iteration 17Q: 3 clusters Score -2039220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2039266.500000 Penalty: 11193.241211
	Iteration 18Q: 3 clusters Score -2039266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2039302.000000 Penalty: 11193.241211
	Iteration 19Q: 3 clusters Score -2039302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2039326.125000 Penalty: 11193.241211
	Iteration 20F: 3 clusters Score -2039326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2039343.750000 Penalty: 11193.241211
	Iteration 21Q: 3 clusters Score -2039344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2039362.875000 Penalty: 11193.241211
	Iteration 22Q: 3 clusters Score -2039363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2039376.000000 Penalty: 11193.241211
	Iteration 23Q: 3 clusters Score -2039376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2039391.125000 Penalty: 11193.241211
	Iteration 24Q: 3 clusters Score -2039391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2039393.500000 Penalty: 11193.241211
	Iteration 25Q: 3 clusters Score -2039394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2039401.000000 Penalty: 11193.241211
	Iteration 26Q: 3 clusters Score -2039401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2039410.250000 Penalty: 11193.241211
	Iteration 27Q: 3 clusters Score -2039410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2039414.375000 Penalty: 11193.241211
	Iteration 28Q: 3 clusters Score -2039414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2039421.500000 Penalty: 11193.241211
	Iteration 29Q: 3 clusters Score -2039422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2039431.125000 Penalty: 11193.241211
	Iteration 30Q: 3 clusters Score -2039431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2039433.625000 Penalty: 11193.241211
	Iteration 31Q: 3 clusters Score -2039434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2039433.875000 Penalty: 11193.241211
	Iteration 32Q: 3 clusters Score -2039434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2039434.875000 Penalty: 11193.241211
	Iteration 33Q: 3 clusters Score -2039435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2039435.500000 Penalty: 11193.241211
	Iteration 34Q: 3 clusters Score -2039436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2039439.500000 Penalty: 11193.241211
	Iteration 35Q: 3 clusters Score -2039440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2039442.875000 Penalty: 11193.241211
	Iteration 36Q: 3 clusters Score -2039443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2039442.250000 Penalty: 11193.241211
	Iteration 37Q: 3 clusters Score -2039442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2039445.500000 Penalty: 11193.241211
	Iteration 38Q: 3 clusters Score -2039446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2039445.500000 Penalty: 11193.241211
	Iteration 39F: 3 clusters Score -2039446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Entering Unmasked Estep 
Score: -5184517.500000 Penalty: 6158.559570
	Iteration 0F: 2 clusters Score -5184518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -5165995.000000 Penalty: 12317.119141
	Iteration 0F: 3 clusters Score -5165995 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -5171138.000000 Penalty: 12317.119141
	Iteration 1F: 3 clusters Score -5171138 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -5171908.000000 Penalty: 12317.119141
	Iteration 2F: 3 clusters Score -5171908 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -5172456.500000 Penalty: 12317.119141
	Iteration 3F: 3 clusters Score -5172456 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -5172902.000000 Penalty: 12317.119141
	Iteration 4Q: 3 clusters Score -5172902 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -5173297.500000 Penalty: 12317.119141
	Iteration 5Q: 3 clusters Score -5173298 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -5173725.000000 Penalty: 12317.119141
	Iteration 6Q: 3 clusters Score -5173725 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -5174064.500000 Penalty: 12317.119141
	Iteration 7Q: 3 clusters Score -5174064 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -5174463.500000 Penalty: 12317.119141
	Iteration 8Q: 3 clusters Score -5174464 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -5174834.000000 Penalty: 12317.119141
	Iteration 9Q: 3 clusters Score -5174834 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -5175198.500000 Penalty: 12317.119141
	Iteration 10Q: 3 clusters Score -5175198 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -5175593.500000 Penalty: 12317.119141
	Iteration 11Q: 3 clusters Score -5175594 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -5175933.500000 Penalty: 12317.119141
	Iteration 12Q: 3 clusters Score -5175934 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -5176251.500000 Penalty: 12317.119141
	Iteration 13Q: 3 clusters Score -5176252 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -5176540.000000 Penalty: 12317.119141
	Iteration 14Q: 3 clusters Score -5176540 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -5176801.500000 Penalty: 12317.119141
	Iteration 15Q: 3 clusters Score -5176802 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5177073.500000 Penalty: 12317.119141
	Iteration 16Q: 3 clusters Score -5177074 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -5177285.500000 Penalty: 12317.119141
	Iteration 17Q: 3 clusters Score -5177286 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -5177500.500000 Penalty: 12317.119141
	Iteration 18Q: 3 clusters Score -5177500 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -5177711.000000 Penalty: 12317.119141
	Iteration 19Q: 3 clusters Score -5177711 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -5177920.000000 Penalty: 12317.119141
	Iteration 20F: 3 clusters Score -5177920 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -5178119.000000 Penalty: 12317.119141
	Iteration 21Q: 3 clusters Score -5178119 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5178306.000000 Penalty: 12317.119141
	Iteration 22Q: 3 clusters Score -5178306 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5178447.500000 Penalty: 12317.119141
	Iteration 23Q: 3 clusters Score -5178448 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5178549.500000 Penalty: 12317.119141
	Iteration 24Q: 3 clusters Score -5178550 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5178663.000000 Penalty: 12317.119141
	Iteration 25Q: 3 clusters Score -5178663 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5178749.500000 Penalty: 12317.119141
	Iteration 26Q: 3 clusters Score -5178750 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -5178837.500000 Penalty: 12317.119141
	Iteration 27Q: 3 clusters Score -5178838 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5178903.000000 Penalty: 12317.119141
	Iteration 28Q: 3 clusters Score -5178903 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5178969.500000 Penalty: 12317.119141
	Iteration 29Q: 3 clusters Score -5178970 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5179035.500000 Penalty: 12317.119141
	Iteration 30Q: 3 clusters Score -5179036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -5179080.500000 Penalty: 12317.119141
	Iteration 31Q: 3 clusters Score -5179080 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5179134.000000 Penalty: 12317.119141
	Iteration 32Q: 3 clusters Score -5179134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5179157.500000 Penalty: 12317.119141
	Iteration 33Q: 3 clusters Score -5179158 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5179197.500000 Penalty: 12317.119141
	Iteration 34Q: 3 clusters Score -5179198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5179232.500000 Penalty: 12317.119141
	Iteration 35Q: 3 clusters Score -5179232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5179258.000000 Penalty: 12317.119141
	Iteration 36Q: 3 clusters Score -5179258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5179278.500000 Penalty: 12317.119141
	Iteration 37Q: 3 clusters Score -5179278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5179304.500000 Penalty: 12317.119141
	Iteration 38Q: 3 clusters Score -5179304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5179311.500000 Penalty: 12317.119141
	Iteration 39Q: 3 clusters Score -5179312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5179333.000000 Penalty: 12317.119141
	Iteration 40F: 3 clusters Score -5179333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5179357.500000 Penalty: 12317.119141
	Iteration 41Q: 3 clusters Score -5179358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5179364.500000 Penalty: 12317.119141
	Iteration 42Q: 3 clusters Score -5179364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5179371.000000 Penalty: 12317.119141
	Iteration 43Q: 3 clusters Score -5179371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5179367.000000 Penalty: 12317.119141
	Iteration 44Q: 3 clusters Score -5179367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5179392.500000 Penalty: 12317.119141
	Iteration 45Q: 3 clusters Score -5179392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5179405.000000 Penalty: 12317.119141
	Iteration 46Q: 3 clusters Score -5179405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5179411.000000 Penalty: 12317.119141
	Iteration 47Q: 3 clusters Score -5179411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5179428.000000 Penalty: 12317.119141
	Iteration 48Q: 3 clusters Score -5179428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5179432.000000 Penalty: 12317.119141
	Iteration 49Q: 3 clusters Score -5179432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5179437.500000 Penalty: 12317.119141
	Iteration 50Q: 3 clusters Score -5179438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5179440.500000 Penalty: 12317.119141
	Iteration 51Q: 3 clusters Score -5179440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5179441.000000 Penalty: 12317.119141
	Iteration 52Q: 3 clusters Score -5179441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5179451.500000 Penalty: 12317.119141
	Iteration 53Q: 3 clusters Score -5179452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5179455.000000 Penalty: 12317.119141
	Iteration 54Q: 3 clusters Score -5179455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5179453.500000 Penalty: 12317.119141
	Iteration 55Q: 3 clusters Score -5179454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5179454.000000 Penalty: 12317.119141
	Iteration 56Q: 3 clusters Score -5179454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5179454.000000 Penalty: 12317.119141
	Iteration 57F: 3 clusters Score -5179454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Entering Unmasked Estep 
Score: -3766763.250000 Penalty: 5971.616699
	Iteration 0F: 2 clusters Score -3766763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3752011.000000 Penalty: 11943.233398
	Iteration 0F: 3 clusters Score -3752011 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3755842.000000 Penalty: 11943.233398
	Iteration 1F: 3 clusters Score -3755842 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3756472.750000 Penalty: 11943.233398
	Iteration 2F: 3 clusters Score -3756473 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3756858.250000 Penalty: 11943.233398
	Iteration 3Q: 3 clusters Score -3756858 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3757134.500000 Penalty: 11943.233398
	Iteration 4Q: 3 clusters Score -3757134 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3757362.250000 Penalty: 11943.233398
	Iteration 5Q: 3 clusters Score -3757362 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -3757590.500000 Penalty: 11943.233398
	Iteration 6Q: 3 clusters Score -3757590 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3757797.750000 Penalty: 11943.233398
	Iteration 7Q: 3 clusters Score -3757798 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3758025.250000 Penalty: 11943.233398
	Iteration 8Q: 3 clusters Score -3758025 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3758275.250000 Penalty: 11943.233398
	Iteration 9Q: 3 clusters Score -3758275 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3758537.000000 Penalty: 11943.233398
	Iteration 10Q: 3 clusters Score -3758537 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3758885.750000 Penalty: 11943.233398
	Iteration 11Q: 3 clusters Score -3758886 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3759268.250000 Penalty: 11943.233398
	Iteration 12Q: 3 clusters Score -3759268 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3759649.500000 Penalty: 11943.233398
	Iteration 13Q: 3 clusters Score -3759650 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3760082.750000 Penalty: 11943.233398
	Iteration 14Q: 3 clusters Score -3760083 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3760487.000000 Penalty: 11943.233398
	Iteration 15Q: 3 clusters Score -3760487 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3760869.500000 Penalty: 11943.233398
	Iteration 16Q: 3 clusters Score -3760870 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3761146.500000 Penalty: 11943.233398
	Iteration 17Q: 3 clusters Score -3761146 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3761373.500000 Penalty: 11943.233398
	Iteration 18Q: 3 clusters Score -3761374 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3761587.250000 Penalty: 11943.233398
	Iteration 19Q: 3 clusters Score -3761587 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3761769.000000 Penalty: 11943.233398
	Iteration 20F: 3 clusters Score -3761769 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3761923.000000 Penalty: 11943.233398
	Iteration 21Q: 3 clusters Score -3761923 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3762064.500000 Penalty: 11943.233398
	Iteration 22Q: 3 clusters Score -3762064 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3762177.500000 Penalty: 11943.233398
	Iteration 23Q: 3 clusters Score -3762178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3762261.500000 Penalty: 11943.233398
	Iteration 24Q: 3 clusters Score -3762262 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3762334.750000 Penalty: 11943.233398
	Iteration 25Q: 3 clusters Score -3762335 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3762414.750000 Penalty: 11943.233398
	Iteration 26Q: 3 clusters Score -3762415 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3762468.500000 Penalty: 11943.233398
	Iteration 27Q: 3 clusters Score -3762468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3762535.500000 Penalty: 11943.233398
	Iteration 28Q: 3 clusters Score -3762536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3762570.500000 Penalty: 11943.233398
	Iteration 29Q: 3 clusters Score -3762570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3762600.750000 Penalty: 11943.233398
	Iteration 30Q: 3 clusters Score -3762601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3762625.750000 Penalty: 11943.233398
	Iteration 31Q: 3 clusters Score -3762626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3762645.250000 Penalty: 11943.233398
	Iteration 32Q: 3 clusters Score -3762645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3762662.500000 Penalty: 11943.233398
	Iteration 33Q: 3 clusters Score -3762662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3762683.250000 Penalty: 11943.233398
	Iteration 34Q: 3 clusters Score -3762683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3762694.250000 Penalty: 11943.233398
	Iteration 35Q: 3 clusters Score -3762694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3762697.750000 Penalty: 11943.233398
	Iteration 36Q: 3 clusters Score -3762698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3762716.500000 Penalty: 11943.233398
	Iteration 37Q: 3 clusters Score -3762716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3762724.000000 Penalty: 11943.233398
	Iteration 38Q: 3 clusters Score -3762724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3762730.500000 Penalty: 11943.233398
	Iteration 39Q: 3 clusters Score -3762730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3762750.500000 Penalty: 11943.233398
	Iteration 40F: 3 clusters Score -3762750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3762790.000000 Penalty: 11943.233398
	Iteration 41Q: 3 clusters Score -3762790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3762812.250000 Penalty: 11943.233398
	Iteration 42Q: 3 clusters Score -3762812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3762823.500000 Penalty: 11943.233398
	Iteration 43Q: 3 clusters Score -3762824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3762824.250000 Penalty: 11943.233398
	Iteration 44Q: 3 clusters Score -3762824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3762833.500000 Penalty: 11943.233398
	Iteration 45Q: 3 clusters Score -3762834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3762839.500000 Penalty: 11943.233398
	Iteration 46Q: 3 clusters Score -3762840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3762847.750000 Penalty: 11943.233398
	Iteration 47Q: 3 clusters Score -3762848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3762858.000000 Penalty: 11943.233398
	Iteration 48Q: 3 clusters Score -3762858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3762859.750000 Penalty: 11943.233398
	Iteration 49Q: 3 clusters Score -3762860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3762863.750000 Penalty: 11943.233398
	Iteration 50Q: 3 clusters Score -3762864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3762863.250000 Penalty: 11943.233398
	Iteration 51Q: 3 clusters Score -3762863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3762862.000000 Penalty: 11943.233398
	Iteration 52Q: 3 clusters Score -3762862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3762864.000000 Penalty: 11943.233398
	Iteration 53Q: 3 clusters Score -3762864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3762864.000000 Penalty: 11943.233398
	Iteration 54F: 3 clusters Score -3762864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Entering Unmasked Estep 
Score: -1424780.875000 Penalty: 5345.168457
	Iteration 0F: 2 clusters Score -1424781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1416946.125000 Penalty: 10690.336914
	Iteration 0F: 3 clusters Score -1416946 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1418195.750000 Penalty: 10690.336914
	Iteration 1F: 3 clusters Score -1418196 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1418524.000000 Penalty: 10690.336914
	Iteration 2F: 3 clusters Score -1418524 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1418708.125000 Penalty: 10690.336914
	Iteration 3Q: 3 clusters Score -1418708 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1418821.250000 Penalty: 10690.336914
	Iteration 4Q: 3 clusters Score -1418821 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1418888.250000 Penalty: 10690.336914
	Iteration 5Q: 3 clusters Score -1418888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1418937.250000 Penalty: 10690.336914
	Iteration 6Q: 3 clusters Score -1418937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1418984.750000 Penalty: 10690.336914
	Iteration 7Q: 3 clusters Score -1418985 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1419029.875000 Penalty: 10690.336914
	Iteration 8Q: 3 clusters Score -1419030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1419062.000000 Penalty: 10690.336914
	Iteration 9Q: 3 clusters Score -1419062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1419093.375000 Penalty: 10690.336914
	Iteration 10Q: 3 clusters Score -1419093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1419119.125000 Penalty: 10690.336914
	Iteration 11Q: 3 clusters Score -1419119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1419136.125000 Penalty: 10690.336914
	Iteration 12Q: 3 clusters Score -1419136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1419150.000000 Penalty: 10690.336914
	Iteration 13Q: 3 clusters Score -1419150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1419161.750000 Penalty: 10690.336914
	Iteration 14Q: 3 clusters Score -1419162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1419175.000000 Penalty: 10690.336914
	Iteration 15Q: 3 clusters Score -1419175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1419188.125000 Penalty: 10690.336914
	Iteration 16Q: 3 clusters Score -1419188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1419198.750000 Penalty: 10690.336914
	Iteration 17Q: 3 clusters Score -1419199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1419205.750000 Penalty: 10690.336914
	Iteration 18Q: 3 clusters Score -1419206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1419210.750000 Penalty: 10690.336914
	Iteration 19Q: 3 clusters Score -1419211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1419218.125000 Penalty: 10690.336914
	Iteration 20F: 3 clusters Score -1419218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1419220.750000 Penalty: 10690.336914
	Iteration 21Q: 3 clusters Score -1419221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1419222.125000 Penalty: 10690.336914
	Iteration 22Q: 3 clusters Score -1419222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1419221.250000 Penalty: 10690.336914
	Iteration 23Q: 3 clusters Score -1419221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1419223.125000 Penalty: 10690.336914
	Iteration 24Q: 3 clusters Score -1419223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1419229.000000 Penalty: 10690.336914
	Iteration 25Q: 3 clusters Score -1419229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1419229.000000 Penalty: 10690.336914
	Iteration 26Q: 3 clusters Score -1419229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1419232.500000 Penalty: 10690.336914
	Iteration 27Q: 3 clusters Score -1419232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1419239.625000 Penalty: 10690.336914
	Iteration 28Q: 3 clusters Score -1419240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1419239.875000 Penalty: 10690.336914
	Iteration 29Q: 3 clusters Score -1419240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1419240.750000 Penalty: 10690.336914
	Iteration 30Q: 3 clusters Score -1419241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1419244.500000 Penalty: 10690.336914
	Iteration 31Q: 3 clusters Score -1419244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1419240.875000 Penalty: 10690.336914
	Iteration 32Q: 3 clusters Score -1419241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1419246.375000 Penalty: 10690.336914
	Iteration 33Q: 3 clusters Score -1419246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1419243.375000 Penalty: 10690.336914
	Iteration 34Q: 3 clusters Score -1419243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1419246.375000 Penalty: 10690.336914
	Iteration 35Q: 3 clusters Score -1419246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1419251.750000 Penalty: 10690.336914
	Iteration 36Q: 3 clusters Score -1419252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1419251.375000 Penalty: 10690.336914
	Iteration 37Q: 3 clusters Score -1419251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1419251.375000 Penalty: 10690.336914
	Iteration 38F: 3 clusters Score -1419251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Entering Unmasked Estep 
Score: -7989633.500000 Penalty: 6434.252930
	Iteration 0F: 2 clusters Score -7989634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -7962675.500000 Penalty: 12868.505859
	Iteration 0F: 3 clusters Score -7962676 nChanged 15685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -7970905.000000 Penalty: 12868.505859
	Iteration 1F: 3 clusters Score -7970905 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -7971881.000000 Penalty: 12868.505859
	Iteration 2F: 3 clusters Score -7971881 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -7972813.000000 Penalty: 12868.505859
	Iteration 3F: 3 clusters Score -7972813 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -7973710.000000 Penalty: 12868.505859
	Iteration 4Q: 3 clusters Score -7973710 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -7974724.500000 Penalty: 12868.505859
	Iteration 5Q: 3 clusters Score -7974724 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -7975854.000000 Penalty: 12868.505859
	Iteration 6F: 3 clusters Score -7975854 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -7976975.000000 Penalty: 12868.505859
	Iteration 7F: 3 clusters Score -7976975 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -7978114.500000 Penalty: 12868.505859
	Iteration 8F: 3 clusters Score -7978114 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -7979188.500000 Penalty: 12868.505859
	Iteration 9Q: 3 clusters Score -7979188 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -7980152.500000 Penalty: 12868.505859
	Iteration 10Q: 3 clusters Score -7980152 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -7980912.500000 Penalty: 12868.505859
	Iteration 11Q: 3 clusters Score -7980912 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -7981485.500000 Penalty: 12868.505859
	Iteration 12Q: 3 clusters Score -7981486 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -7981866.000000 Penalty: 12868.505859
	Iteration 13Q: 3 clusters Score -7981866 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -7982143.000000 Penalty: 12868.505859
	Iteration 14Q: 3 clusters Score -7982143 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -7982342.500000 Penalty: 12868.505859
	Iteration 15Q: 3 clusters Score -7982342 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -7982504.500000 Penalty: 12868.505859
	Iteration 16Q: 3 clusters Score -7982504 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -7982663.500000 Penalty: 12868.505859
	Iteration 17Q: 3 clusters Score -7982664 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -7982769.500000 Penalty: 12868.505859
	Iteration 18Q: 3 clusters Score -7982770 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -7982853.000000 Penalty: 12868.505859
	Iteration 19Q: 3 clusters Score -7982853 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -7982920.500000 Penalty: 12868.505859
	Iteration 20F: 3 clusters Score -7982920 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -7982996.000000 Penalty: 12868.505859
	Iteration 21Q: 3 clusters Score -7982996 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -7983040.500000 Penalty: 12868.505859
	Iteration 22Q: 3 clusters Score -7983040 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -7983107.000000 Penalty: 12868.505859
	Iteration 23Q: 3 clusters Score -7983107 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -7983156.500000 Penalty: 12868.505859
	Iteration 24Q: 3 clusters Score -7983156 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -7983180.500000 Penalty: 12868.505859
	Iteration 25Q: 3 clusters Score -7983180 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -7983255.500000 Penalty: 12868.505859
	Iteration 26Q: 3 clusters Score -7983256 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -7983306.000000 Penalty: 12868.505859
	Iteration 27Q: 3 clusters Score -7983306 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -7983361.500000 Penalty: 12868.505859
	Iteration 28Q: 3 clusters Score -7983362 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -7983414.000000 Penalty: 12868.505859
	Iteration 29Q: 3 clusters Score -7983414 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -7983487.000000 Penalty: 12868.505859
	Iteration 30Q: 3 clusters Score -7983487 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -7983561.500000 Penalty: 12868.505859
	Iteration 31Q: 3 clusters Score -7983562 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -7983586.500000 Penalty: 12868.505859
	Iteration 32Q: 3 clusters Score -7983586 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -7983660.500000 Penalty: 12868.505859
	Iteration 33Q: 3 clusters Score -7983660 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -7983691.000000 Penalty: 12868.505859
	Iteration 34Q: 3 clusters Score -7983691 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -7983761.500000 Penalty: 12868.505859
	Iteration 35Q: 3 clusters Score -7983762 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -7983799.000000 Penalty: 12868.505859
	Iteration 36Q: 3 clusters Score -7983799 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -7983865.000000 Penalty: 12868.505859
	Iteration 37Q: 3 clusters Score -7983865 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -7983942.500000 Penalty: 12868.505859
	Iteration 38Q: 3 clusters Score -7983942 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -7984010.500000 Penalty: 12868.505859
	Iteration 39Q: 3 clusters Score -7984010 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -7984074.000000 Penalty: 12868.505859
	Iteration 40F: 3 clusters Score -7984074 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -7984175.000000 Penalty: 12868.505859
	Iteration 41Q: 3 clusters Score -7984175 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -7984238.000000 Penalty: 12868.505859
	Iteration 42Q: 3 clusters Score -7984238 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -7984318.500000 Penalty: 12868.505859
	Iteration 43Q: 3 clusters Score -7984318 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -7984397.500000 Penalty: 12868.505859
	Iteration 44Q: 3 clusters Score -7984398 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -7984446.500000 Penalty: 12868.505859
	Iteration 45Q: 3 clusters Score -7984446 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -7984550.500000 Penalty: 12868.505859
	Iteration 46Q: 3 clusters Score -7984550 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -7984632.500000 Penalty: 12868.505859
	Iteration 47Q: 3 clusters Score -7984632 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -7984690.500000 Penalty: 12868.505859
	Iteration 48Q: 3 clusters Score -7984690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -7984749.500000 Penalty: 12868.505859
	Iteration 49Q: 3 clusters Score -7984750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -7984809.500000 Penalty: 12868.505859
	Iteration 50Q: 3 clusters Score -7984810 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -7984821.000000 Penalty: 12868.505859
	Iteration 51Q: 3 clusters Score -7984821 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -7984890.500000 Penalty: 12868.505859
	Iteration 52Q: 3 clusters Score -7984890 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -7984967.500000 Penalty: 12868.505859
	Iteration 53Q: 3 clusters Score -7984968 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -7985066.500000 Penalty: 12868.505859
	Iteration 54Q: 3 clusters Score -7985066 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -7985156.000000 Penalty: 12868.505859
	Iteration 55Q: 3 clusters Score -7985156 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -7985268.000000 Penalty: 12868.505859
	Iteration 56Q: 3 clusters Score -7985268 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -7985366.000000 Penalty: 12868.505859
	Iteration 57Q: 3 clusters Score -7985366 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -7985422.500000 Penalty: 12868.505859
	Iteration 58Q: 3 clusters Score -7985422 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -7985515.500000 Penalty: 12868.505859
	Iteration 59Q: 3 clusters Score -7985516 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -7985642.000000 Penalty: 12868.505859
	Iteration 60F: 3 clusters Score -7985642 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -7985786.000000 Penalty: 12868.505859
	Iteration 61Q: 3 clusters Score -7985786 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -7985917.000000 Penalty: 12868.505859
	Iteration 62Q: 3 clusters Score -7985917 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -7986054.000000 Penalty: 12868.505859
	Iteration 63Q: 3 clusters Score -7986054 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -7986127.500000 Penalty: 12868.505859
	Iteration 64Q: 3 clusters Score -7986128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -7986188.000000 Penalty: 12868.505859
	Iteration 65Q: 3 clusters Score -7986188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -7986248.500000 Penalty: 12868.505859
	Iteration 66Q: 3 clusters Score -7986248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -7986300.000000 Penalty: 12868.505859
	Iteration 67Q: 3 clusters Score -7986300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -7986325.000000 Penalty: 12868.505859
	Iteration 68Q: 3 clusters Score -7986325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -7986377.500000 Penalty: 12868.505859
	Iteration 69Q: 3 clusters Score -7986378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -7986410.000000 Penalty: 12868.505859
	Iteration 70Q: 3 clusters Score -7986410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -7986443.000000 Penalty: 12868.505859
	Iteration 71Q: 3 clusters Score -7986443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -7986435.500000 Penalty: 12868.505859
	Iteration 72Q: 3 clusters Score -7986436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -7986453.000000 Penalty: 12868.505859
	Iteration 73Q: 3 clusters Score -7986453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -7986448.500000 Penalty: 12868.505859
	Iteration 74Q: 3 clusters Score -7986448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7986452.000000 Penalty: 12868.505859
	Iteration 75Q: 3 clusters Score -7986452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -7986466.500000 Penalty: 12868.505859
	Iteration 76Q: 3 clusters Score -7986466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -7986473.500000 Penalty: 12868.505859
	Iteration 77Q: 3 clusters Score -7986474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -7986474.500000 Penalty: 12868.505859
	Iteration 78Q: 3 clusters Score -7986474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -7986469.500000 Penalty: 12868.505859
	Iteration 79Q: 3 clusters Score -7986470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -7986482.000000 Penalty: 12868.505859
	Iteration 80F: 3 clusters Score -7986482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -7986494.000000 Penalty: 12868.505859
	Iteration 81Q: 3 clusters Score -7986494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7986500.000000 Penalty: 12868.505859
	Iteration 82Q: 3 clusters Score -7986500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -7986516.500000 Penalty: 12868.505859
	Iteration 83Q: 3 clusters Score -7986516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -7986520.000000 Penalty: 12868.505859
	Iteration 84Q: 3 clusters Score -7986520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7986524.500000 Penalty: 12868.505859
	Iteration 85Q: 3 clusters Score -7986524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7986536.000000 Penalty: 12868.505859
	Iteration 86Q: 3 clusters Score -7986536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -7986532.500000 Penalty: 12868.505859
	Iteration 87Q: 3 clusters Score -7986532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -7986542.500000 Penalty: 12868.505859
	Iteration 88Q: 3 clusters Score -7986542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -7986548.000000 Penalty: 12868.505859
	Iteration 89Q: 3 clusters Score -7986548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -7986553.000000 Penalty: 12868.505859
	Iteration 90Q: 3 clusters Score -7986553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7986548.000000 Penalty: 12868.505859
	Iteration 91Q: 3 clusters Score -7986548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -7986552.000000 Penalty: 12868.505859
	Iteration 92Q: 3 clusters Score -7986552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -7986559.000000 Penalty: 12868.505859
	Iteration 93Q: 3 clusters Score -7986559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7986560.000000 Penalty: 12868.505859
	Iteration 94Q: 3 clusters Score -7986560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7986561.500000 Penalty: 12868.505859
	Iteration 95Q: 3 clusters Score -7986562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7986561.500000 Penalty: 12868.505859
	Iteration 96F: 3 clusters Score -7986562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Entering Unmasked Estep 
Score: -28796900.000000 Penalty: 7187.749023
	Iteration 0F: 2 clusters Score -2.87969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -28715012.000000 Penalty: 14375.498047
	Iteration 0F: 3 clusters Score -2.871501e+07 nChanged 57713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -28747588.000000 Penalty: 14375.498047
	Iteration 1F: 3 clusters Score -2.874759e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -28749414.000000 Penalty: 14375.498047
	Iteration 2Q: 3 clusters Score -2.874941e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -28751370.000000 Penalty: 14375.498047
	Iteration 3Q: 3 clusters Score -2.875137e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -28753188.000000 Penalty: 14375.498047
	Iteration 4Q: 3 clusters Score -2.875319e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -28755070.000000 Penalty: 14375.498047
	Iteration 5Q: 3 clusters Score -2.875507e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -28757414.000000 Penalty: 14375.498047
	Iteration 6Q: 3 clusters Score -2.875741e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -28759652.000000 Penalty: 14375.498047
	Iteration 7Q: 3 clusters Score -2.875965e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -28762104.000000 Penalty: 14375.498047
	Iteration 8Q: 3 clusters Score -2.87621e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 68664 members 
Entering Unmasked Estep 
Score: -28765012.000000 Penalty: 14375.498047
	Iteration 9Q: 3 clusters Score -2.876501e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -28768438.000000 Penalty: 14375.498047
	Iteration 10Q: 3 clusters Score -2.876844e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -28772334.000000 Penalty: 14375.498047
	Iteration 11Q: 3 clusters Score -2.877233e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -28775296.000000 Penalty: 14375.498047
	Iteration 12Q: 3 clusters Score -2.87753e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -28777368.000000 Penalty: 14375.498047
	Iteration 13Q: 3 clusters Score -2.877737e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -28778592.000000 Penalty: 14375.498047
	Iteration 14Q: 3 clusters Score -2.877859e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -28779238.000000 Penalty: 14375.498047
	Iteration 15Q: 3 clusters Score -2.877924e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -28779512.000000 Penalty: 14375.498047
	Iteration 16Q: 3 clusters Score -2.877951e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -28779694.000000 Penalty: 14375.498047
	Iteration 17Q: 3 clusters Score -2.877969e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -28779900.000000 Penalty: 14375.498047
	Iteration 18Q: 3 clusters Score -2.87799e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -28780064.000000 Penalty: 14375.498047
	Iteration 19Q: 3 clusters Score -2.878006e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -28780216.000000 Penalty: 14375.498047
	Iteration 20F: 3 clusters Score -2.878022e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -28780322.000000 Penalty: 14375.498047
	Iteration 21Q: 3 clusters Score -2.878032e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -28780336.000000 Penalty: 14375.498047
	Iteration 22Q: 3 clusters Score -2.878034e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -28780434.000000 Penalty: 14375.498047
	Iteration 23Q: 3 clusters Score -2.878043e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -28780548.000000 Penalty: 14375.498047
	Iteration 24Q: 3 clusters Score -2.878055e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -28780630.000000 Penalty: 14375.498047
	Iteration 25Q: 3 clusters Score -2.878063e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
Score: -28780724.000000 Penalty: 14375.498047
	Iteration 26Q: 3 clusters Score -2.878072e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -28780792.000000 Penalty: 14375.498047
	Iteration 27Q: 3 clusters Score -2.878079e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -28780814.000000 Penalty: 14375.498047
	Iteration 28Q: 3 clusters Score -2.878081e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -28780882.000000 Penalty: 14375.498047
	Iteration 29Q: 3 clusters Score -2.878088e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -28780936.000000 Penalty: 14375.498047
	Iteration 30Q: 3 clusters Score -2.878094e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -28780968.000000 Penalty: 14375.498047
	Iteration 31Q: 3 clusters Score -2.878097e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -28781000.000000 Penalty: 14375.498047
	Iteration 32Q: 3 clusters Score -2.8781e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -28781104.000000 Penalty: 14375.498047
	Iteration 33Q: 3 clusters Score -2.87811e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -28781122.000000 Penalty: 14375.498047
	Iteration 34Q: 3 clusters Score -2.878112e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -28781146.000000 Penalty: 14375.498047
	Iteration 35Q: 3 clusters Score -2.878115e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 71198 members 
Entering Unmasked Estep 
Score: -28781142.000000 Penalty: 14375.498047
	Iteration 36Q: 3 clusters Score -2.878114e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -28781184.000000 Penalty: 14375.498047
	Iteration 37Q: 3 clusters Score -2.878118e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -28781240.000000 Penalty: 14375.498047
	Iteration 38Q: 3 clusters Score -2.878124e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -28781292.000000 Penalty: 14375.498047
	Iteration 39Q: 3 clusters Score -2.878129e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -28781266.000000 Penalty: 14375.498047
	Iteration 40F: 3 clusters Score -2.878127e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -28781320.000000 Penalty: 14375.498047
	Iteration 41Q: 3 clusters Score -2.878132e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -28781350.000000 Penalty: 14375.498047
	Iteration 42Q: 3 clusters Score -2.878135e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -28781410.000000 Penalty: 14375.498047
	Iteration 43Q: 3 clusters Score -2.878141e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -28781488.000000 Penalty: 14375.498047
	Iteration 44Q: 3 clusters Score -2.878149e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -28781488.000000 Penalty: 14375.498047
	Iteration 45Q: 3 clusters Score -2.878149e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -28781512.000000 Penalty: 14375.498047
	Iteration 46Q: 3 clusters Score -2.878151e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -28781516.000000 Penalty: 14375.498047
	Iteration 47Q: 3 clusters Score -2.878152e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -28781510.000000 Penalty: 14375.498047
	Iteration 48Q: 3 clusters Score -2.878151e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -28781538.000000 Penalty: 14375.498047
	Iteration 49Q: 3 clusters Score -2.878154e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -28781538.000000 Penalty: 14375.498047
	Iteration 50Q: 3 clusters Score -2.878154e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -28781548.000000 Penalty: 14375.498047
	Iteration 51Q: 3 clusters Score -2.878155e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -28781612.000000 Penalty: 14375.498047
	Iteration 52Q: 3 clusters Score -2.878161e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -28781560.000000 Penalty: 14375.498047
	Iteration 53Q: 3 clusters Score -2.878156e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 73478 members 
Entering Unmasked Estep 
Score: -28781616.000000 Penalty: 14375.498047
	Iteration 54Q: 3 clusters Score -2.878162e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -28781628.000000 Penalty: 14375.498047
	Iteration 55Q: 3 clusters Score -2.878163e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -28781592.000000 Penalty: 14375.498047
	Iteration 56Q: 3 clusters Score -2.878159e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -28781636.000000 Penalty: 14375.498047
	Iteration 57Q: 3 clusters Score -2.878164e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -28781646.000000 Penalty: 14375.498047
	Iteration 58Q: 3 clusters Score -2.878165e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -28781688.000000 Penalty: 14375.498047
	Iteration 59Q: 3 clusters Score -2.878169e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 74359 members 
Entering Unmasked Estep 
Score: -28781682.000000 Penalty: 14375.498047
	Iteration 60F: 3 clusters Score -2.878168e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -28781728.000000 Penalty: 14375.498047
	Iteration 61Q: 3 clusters Score -2.878173e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
Score: -28781784.000000 Penalty: 14375.498047
	Iteration 62Q: 3 clusters Score -2.878178e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -28781796.000000 Penalty: 14375.498047
	Iteration 63Q: 3 clusters Score -2.87818e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 74994 members 
Entering Unmasked Estep 
Score: -28781792.000000 Penalty: 14375.498047
	Iteration 64Q: 3 clusters Score -2.878179e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
Score: -28781822.000000 Penalty: 14375.498047
	Iteration 65Q: 3 clusters Score -2.878182e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -28781808.000000 Penalty: 14375.498047
	Iteration 66Q: 3 clusters Score -2.878181e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -28781904.000000 Penalty: 14375.498047
	Iteration 67Q: 3 clusters Score -2.87819e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -28781922.000000 Penalty: 14375.498047
	Iteration 68Q: 3 clusters Score -2.878192e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -28781946.000000 Penalty: 14375.498047
	Iteration 69Q: 3 clusters Score -2.878195e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -28781934.000000 Penalty: 14375.498047
	Iteration 70Q: 3 clusters Score -2.878193e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -28781884.000000 Penalty: 14375.498047
	Iteration 71Q: 3 clusters Score -2.878188e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -28782018.000000 Penalty: 14375.498047
	Iteration 72Q: 3 clusters Score -2.878202e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -28782048.000000 Penalty: 14375.498047
	Iteration 73Q: 3 clusters Score -2.878205e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -28782130.000000 Penalty: 14375.498047
	Iteration 74Q: 3 clusters Score -2.878213e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -28782134.000000 Penalty: 14375.498047
	Iteration 75Q: 3 clusters Score -2.878213e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -28782230.000000 Penalty: 14375.498047
	Iteration 76Q: 3 clusters Score -2.878223e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -28782234.000000 Penalty: 14375.498047
	Iteration 77Q: 3 clusters Score -2.878223e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -28782238.000000 Penalty: 14375.498047
	Iteration 78Q: 3 clusters Score -2.878224e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
Score: -28782382.000000 Penalty: 14375.498047
	Iteration 79Q: 3 clusters Score -2.878238e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -28782460.000000 Penalty: 14375.498047
	Iteration 80F: 3 clusters Score -2.878246e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -28782590.000000 Penalty: 14375.498047
	Iteration 81Q: 3 clusters Score -2.878259e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -28782632.000000 Penalty: 14375.498047
	Iteration 82Q: 3 clusters Score -2.878263e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 81555 members 
Entering Unmasked Estep 
Score: -28782764.000000 Penalty: 14375.498047
	Iteration 83Q: 3 clusters Score -2.878276e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -28782768.000000 Penalty: 14375.498047
	Iteration 84Q: 3 clusters Score -2.878277e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -28782792.000000 Penalty: 14375.498047
	Iteration 85Q: 3 clusters Score -2.878279e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -28782866.000000 Penalty: 14375.498047
	Iteration 86Q: 3 clusters Score -2.878287e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -28782980.000000 Penalty: 14375.498047
	Iteration 87Q: 3 clusters Score -2.878298e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -28782974.000000 Penalty: 14375.498047
	Iteration 88Q: 3 clusters Score -2.878297e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -28783036.000000 Penalty: 14375.498047
	Iteration 89Q: 3 clusters Score -2.878304e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 84768 members 
Entering Unmasked Estep 
Score: -28783126.000000 Penalty: 14375.498047
	Iteration 90Q: 3 clusters Score -2.878313e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -28783148.000000 Penalty: 14375.498047
	Iteration 91Q: 3 clusters Score -2.878315e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -28783184.000000 Penalty: 14375.498047
	Iteration 92Q: 3 clusters Score -2.878318e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 86105 members 
Entering Unmasked Estep 
Score: -28783178.000000 Penalty: 14375.498047
	Iteration 93Q: 3 clusters Score -2.878318e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -28783390.000000 Penalty: 14375.498047
	Iteration 94Q: 3 clusters Score -2.878339e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 87148 members 
Entering Unmasked Estep 
Score: -28783422.000000 Penalty: 14375.498047
	Iteration 95Q: 3 clusters Score -2.878342e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -28783504.000000 Penalty: 14375.498047
	Iteration 96Q: 3 clusters Score -2.87835e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -28783646.000000 Penalty: 14375.498047
	Iteration 97Q: 3 clusters Score -2.878365e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -28783720.000000 Penalty: 14375.498047
	Iteration 98Q: 3 clusters Score -2.878372e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -28783878.000000 Penalty: 14375.498047
	Iteration 99Q: 3 clusters Score -2.878388e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 90200 members 
Entering Unmasked Estep 
Score: -28783940.000000 Penalty: 14375.498047
	Iteration 100F: 3 clusters Score -2.878394e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -28784020.000000 Penalty: 14375.498047
	Iteration 101Q: 3 clusters Score -2.878402e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 91663 members 
Entering Unmasked Estep 
Score: -28784154.000000 Penalty: 14375.498047
	Iteration 102Q: 3 clusters Score -2.878415e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -28784256.000000 Penalty: 14375.498047
	Iteration 103Q: 3 clusters Score -2.878426e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -28784456.000000 Penalty: 14375.498047
	Iteration 104Q: 3 clusters Score -2.878446e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -28784690.000000 Penalty: 14375.498047
	Iteration 105Q: 3 clusters Score -2.878469e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -28784890.000000 Penalty: 14375.498047
	Iteration 106Q: 3 clusters Score -2.878489e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 95840 members 
Entering Unmasked Estep 
Score: -28785172.000000 Penalty: 14375.498047
	Iteration 107Q: 3 clusters Score -2.878517e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.878546e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -28785872.000000 Penalty: 14375.498047
	Iteration 109Q: 3 clusters Score -2.878587e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 99063 members 
Entering Unmasked Estep 
Score: -28786266.000000 Penalty: 14375.498047
	Iteration 110Q: 3 clusters Score -2.878627e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 100260 members 
Entering Unmasked Estep 
Score: -28786670.000000 Penalty: 14375.498047
	Iteration 111Q: 3 clusters Score -2.878667e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -28787176.000000 Penalty: 14375.498047
	Iteration 112Q: 3 clusters Score -2.878718e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 102804 members 
Entering Unmasked Estep 
Score: -28787648.000000 Penalty: 14375.498047
	Iteration 113Q: 3 clusters Score -2.878765e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -28788260.000000 Penalty: 14375.498047
	Iteration 114Q: 3 clusters Score -2.878826e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.87889e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -28789720.000000 Penalty: 14375.498047
	Iteration 116Q: 3 clusters Score -2.878972e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 108353 members 
Entering Unmasked Estep 
Score: -28790638.000000 Penalty: 14375.498047
	Iteration 117Q: 3 clusters Score -2.879064e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 109715 members 
Entering Unmasked Estep 
Score: -28791752.000000 Penalty: 14375.498047
	Iteration 118Q: 3 clusters Score -2.879175e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -28792694.000000 Penalty: 14375.498047
	Iteration 119Q: 3 clusters Score -2.879269e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 111969 members 
Entering Unmasked Estep 
Score: -28793582.000000 Penalty: 14375.498047
	Iteration 120F: 3 clusters Score -2.879358e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 112768 members 
Entering Unmasked Estep 
Score: -28794082.000000 Penalty: 14375.498047
	Iteration 121Q: 3 clusters Score -2.879408e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 113385 members 
Entering Unmasked Estep 
Score: -28794372.000000 Penalty: 14375.498047
	Iteration 122Q: 3 clusters Score -2.879437e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -28794522.000000 Penalty: 14375.498047
	Iteration 123Q: 3 clusters Score -2.879452e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 114185 members 
Entering Unmasked Estep 
Score: -28794568.000000 Penalty: 14375.498047
	Iteration 124Q: 3 clusters Score -2.879457e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 114464 members 
Entering Unmasked Estep 
Score: -28794636.000000 Penalty: 14375.498047
	Iteration 125Q: 3 clusters Score -2.879464e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -28794588.000000 Penalty: 14375.498047
	Iteration 126Q: 3 clusters Score -2.879459e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -28794550.000000 Penalty: 14375.498047
	Iteration 127Q: 3 clusters Score -2.879455e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 115018 members 
Entering Unmasked Estep 
Score: -28794572.000000 Penalty: 14375.498047
	Iteration 128Q: 3 clusters Score -2.879457e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 115106 members 
Entering Unmasked Estep 
Score: -28794568.000000 Penalty: 14375.498047
	Iteration 129Q: 3 clusters Score -2.879457e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 115176 members 
Entering Unmasked Estep 
Score: -28794576.000000 Penalty: 14375.498047
	Iteration 130Q: 3 clusters Score -2.879458e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 115242 members 
Entering Unmasked Estep 
Score: -28794550.000000 Penalty: 14375.498047
	Iteration 131Q: 3 clusters Score -2.879455e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 115295 members 
Entering Unmasked Estep 
Score: -28794524.000000 Penalty: 14375.498047
	Iteration 132Q: 3 clusters Score -2.879452e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 115330 members 
Entering Unmasked Estep 
Score: -28794538.000000 Penalty: 14375.498047
	Iteration 133Q: 3 clusters Score -2.879454e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -28794552.000000 Penalty: 14375.498047
	Iteration 134Q: 3 clusters Score -2.879455e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 115404 members 
Entering Unmasked Estep 
Score: -28794542.000000 Penalty: 14375.498047
	Iteration 135Q: 3 clusters Score -2.879454e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -28794532.000000 Penalty: 14375.498047
	Iteration 136Q: 3 clusters Score -2.879453e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 115471 members 
Entering Unmasked Estep 
Score: -28794560.000000 Penalty: 14375.498047
	Iteration 137Q: 3 clusters Score -2.879456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 115493 members 
Entering Unmasked Estep 
Score: -28794530.000000 Penalty: 14375.498047
	Iteration 138Q: 3 clusters Score -2.879453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 115506 members 
Entering Unmasked Estep 
Score: -28794534.000000 Penalty: 14375.498047
	Iteration 139Q: 3 clusters Score -2.879453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 115517 members 
Entering Unmasked Estep 
Score: -28794520.000000 Penalty: 14375.498047
	Iteration 140F: 3 clusters Score -2.879452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 115524 members 
Entering Unmasked Estep 
Score: -28794544.000000 Penalty: 14375.498047
	Iteration 141Q: 3 clusters Score -2.879454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 115534 members 
Entering Unmasked Estep 
Score: -28794530.000000 Penalty: 14375.498047
	Iteration 142Q: 3 clusters Score -2.879453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 115544 members 
Entering Unmasked Estep 
Score: -28794538.000000 Penalty: 14375.498047
	Iteration 143Q: 3 clusters Score -2.879454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 115557 members 
Entering Unmasked Estep 
Score: -28794560.000000 Penalty: 14375.498047
	Iteration 144Q: 3 clusters Score -2.879456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 115567 members 
Entering Unmasked Estep 
Score: -28794566.000000 Penalty: 14375.498047
	Iteration 145Q: 3 clusters Score -2.879457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 115578 members 
Entering Unmasked Estep 
Score: -28794554.000000 Penalty: 14375.498047
	Iteration 146Q: 3 clusters Score -2.879455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 115583 members 
Entering Unmasked Estep 
Score: -28794548.000000 Penalty: 14375.498047
	Iteration 147Q: 3 clusters Score -2.879455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 115587 members 
Entering Unmasked Estep 
Score: -28794554.000000 Penalty: 14375.498047
	Iteration 148Q: 3 clusters Score -2.879455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 115590 members 
Entering Unmasked Estep 
Score: -28794556.000000 Penalty: 14375.498047
	Iteration 149Q: 3 clusters Score -2.879456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 115592 members 
Entering Unmasked Estep 
Score: -28794552.000000 Penalty: 14375.498047
	Iteration 150Q: 3 clusters Score -2.879455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 115593 members 
Entering Unmasked Estep 
Score: -28794564.000000 Penalty: 14375.498047
	Iteration 151Q: 3 clusters Score -2.879456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 115594 members 
Entering Unmasked Estep 
Score: -28794574.000000 Penalty: 14375.498047
	Iteration 152Q: 3 clusters Score -2.879457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 115594 members 
Entering Unmasked Estep 
Score: -28794574.000000 Penalty: 14375.498047
	Iteration 153F: 3 clusters Score -2.879457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Entering Unmasked Estep 
Score: -9445082.000000 Penalty: 6511.894531
	Iteration 0F: 2 clusters Score -9445082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -9415048.000000 Penalty: 13023.789062
	Iteration 0F: 3 clusters Score -9415048 nChanged 17781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -9424378.000000 Penalty: 13023.789062
	Iteration 1F: 3 clusters Score -9424378 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -9425282.000000 Penalty: 13023.789062
	Iteration 2F: 3 clusters Score -9425282 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -9425886.000000 Penalty: 13023.789062
	Iteration 3Q: 3 clusters Score -9425886 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -9426453.000000 Penalty: 13023.789062
	Iteration 4Q: 3 clusters Score -9426453 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -9426889.000000 Penalty: 13023.789062
	Iteration 5Q: 3 clusters Score -9426889 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -9427331.000000 Penalty: 13023.789062
	Iteration 6Q: 3 clusters Score -9427331 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -9427814.000000 Penalty: 13023.789062
	Iteration 7Q: 3 clusters Score -9427814 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -9428345.000000 Penalty: 13023.789062
	Iteration 8Q: 3 clusters Score -9428345 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -9428934.000000 Penalty: 13023.789062
	Iteration 9Q: 3 clusters Score -9428934 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -9429630.000000 Penalty: 13023.789062
	Iteration 10Q: 3 clusters Score -9429630 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -9430623.000000 Penalty: 13023.789062
	Iteration 11Q: 3 clusters Score -9430623 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -9431826.000000 Penalty: 13023.789062
	Iteration 12Q: 3 clusters Score -9431826 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -9433307.000000 Penalty: 13023.789062
	Iteration 13Q: 3 clusters Score -9433307 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -9434801.000000 Penalty: 13023.789062
	Iteration 14Q: 3 clusters Score -9434801 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -9436238.000000 Penalty: 13023.789062
	Iteration 15Q: 3 clusters Score -9436238 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -9437292.000000 Penalty: 13023.789062
	Iteration 16Q: 3 clusters Score -9437292 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -9438066.000000 Penalty: 13023.789062
	Iteration 17Q: 3 clusters Score -9438066 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -9438618.000000 Penalty: 13023.789062
	Iteration 18Q: 3 clusters Score -9438618 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9438931.000000 Penalty: 13023.789062
	Iteration 19Q: 3 clusters Score -9438931 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9439184.000000 Penalty: 13023.789062
	Iteration 20F: 3 clusters Score -9439184 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9439367.000000 Penalty: 13023.789062
	Iteration 21Q: 3 clusters Score -9439367 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9439452.000000 Penalty: 13023.789062
	Iteration 22Q: 3 clusters Score -9439452 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9439519.000000 Penalty: 13023.789062
	Iteration 23Q: 3 clusters Score -9439519 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9439575.000000 Penalty: 13023.789062
	Iteration 24Q: 3 clusters Score -9439575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9439601.000000 Penalty: 13023.789062
	Iteration 25Q: 3 clusters Score -9439601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9439640.000000 Penalty: 13023.789062
	Iteration 26Q: 3 clusters Score -9439640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9439665.000000 Penalty: 13023.789062
	Iteration 27Q: 3 clusters Score -9439665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9439691.000000 Penalty: 13023.789062
	Iteration 28Q: 3 clusters Score -9439691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -9439710.000000 Penalty: 13023.789062
	Iteration 29Q: 3 clusters Score -9439710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9439705.000000 Penalty: 13023.789062
	Iteration 30Q: 3 clusters Score -9439705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -9439705.000000 Penalty: 13023.789062
	Iteration 31Q: 3 clusters Score -9439705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9439729.000000 Penalty: 13023.789062
	Iteration 32Q: 3 clusters Score -9439729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -9439738.000000 Penalty: 13023.789062
	Iteration 33Q: 3 clusters Score -9439738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9439743.000000 Penalty: 13023.789062
	Iteration 34Q: 3 clusters Score -9439743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9439742.000000 Penalty: 13023.789062
	Iteration 35Q: 3 clusters Score -9439742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9439741.000000 Penalty: 13023.789062
	Iteration 36Q: 3 clusters Score -9439741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9439741.000000 Penalty: 13023.789062
	Iteration 37F: 3 clusters Score -9439741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Entering Unmasked Estep 
Score: -2875509.500000 Penalty: 5800.663574
	Iteration 0F: 2 clusters Score -2875510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2863357.500000 Penalty: 11601.327148
	Iteration 0F: 3 clusters Score -2863358 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2866062.750000 Penalty: 11601.327148
	Iteration 1F: 3 clusters Score -2866063 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2866572.750000 Penalty: 11601.327148
	Iteration 2F: 3 clusters Score -2866573 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2866951.500000 Penalty: 11601.327148
	Iteration 3Q: 3 clusters Score -2866952 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2867201.500000 Penalty: 11601.327148
	Iteration 4Q: 3 clusters Score -2867202 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2867403.500000 Penalty: 11601.327148
	Iteration 5Q: 3 clusters Score -2867404 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2867600.000000 Penalty: 11601.327148
	Iteration 6Q: 3 clusters Score -2867600 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2867755.500000 Penalty: 11601.327148
	Iteration 7Q: 3 clusters Score -2867756 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2867893.000000 Penalty: 11601.327148
	Iteration 8Q: 3 clusters Score -2867893 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2868028.250000 Penalty: 11601.327148
	Iteration 9Q: 3 clusters Score -2868028 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2868167.000000 Penalty: 11601.327148
	Iteration 10Q: 3 clusters Score -2868167 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2868302.500000 Penalty: 11601.327148
	Iteration 11Q: 3 clusters Score -2868302 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2868445.500000 Penalty: 11601.327148
	Iteration 12Q: 3 clusters Score -2868446 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2868572.750000 Penalty: 11601.327148
	Iteration 13Q: 3 clusters Score -2868573 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2868702.250000 Penalty: 11601.327148
	Iteration 14Q: 3 clusters Score -2868702 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2868853.250000 Penalty: 11601.327148
	Iteration 15Q: 3 clusters Score -2868853 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2868996.500000 Penalty: 11601.327148
	Iteration 16Q: 3 clusters Score -2868996 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2869138.250000 Penalty: 11601.327148
	Iteration 17Q: 3 clusters Score -2869138 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2869292.000000 Penalty: 11601.327148
	Iteration 18Q: 3 clusters Score -2869292 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2869434.000000 Penalty: 11601.327148
	Iteration 19Q: 3 clusters Score -2869434 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2869558.250000 Penalty: 11601.327148
	Iteration 20F: 3 clusters Score -2869558 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2869673.750000 Penalty: 11601.327148
	Iteration 21Q: 3 clusters Score -2869674 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2869766.750000 Penalty: 11601.327148
	Iteration 22Q: 3 clusters Score -2869767 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2869846.000000 Penalty: 11601.327148
	Iteration 23Q: 3 clusters Score -2869846 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2869936.750000 Penalty: 11601.327148
	Iteration 24Q: 3 clusters Score -2869937 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2870037.000000 Penalty: 11601.327148
	Iteration 25Q: 3 clusters Score -2870037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2870133.250000 Penalty: 11601.327148
	Iteration 26Q: 3 clusters Score -2870133 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2870200.500000 Penalty: 11601.327148
	Iteration 27Q: 3 clusters Score -2870200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2870277.250000 Penalty: 11601.327148
	Iteration 28Q: 3 clusters Score -2870277 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2870342.750000 Penalty: 11601.327148
	Iteration 29Q: 3 clusters Score -2870343 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2870398.750000 Penalty: 11601.327148
	Iteration 30Q: 3 clusters Score -2870399 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2870439.750000 Penalty: 11601.327148
	Iteration 31Q: 3 clusters Score -2870440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2870486.250000 Penalty: 11601.327148
	Iteration 32Q: 3 clusters Score -2870486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2870510.250000 Penalty: 11601.327148
	Iteration 33Q: 3 clusters Score -2870510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2870547.500000 Penalty: 11601.327148
	Iteration 34Q: 3 clusters Score -2870548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2870576.000000 Penalty: 11601.327148
	Iteration 35Q: 3 clusters Score -2870576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2870603.500000 Penalty: 11601.327148
	Iteration 36Q: 3 clusters Score -2870604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2870635.000000 Penalty: 11601.327148
	Iteration 37Q: 3 clusters Score -2870635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2870652.750000 Penalty: 11601.327148
	Iteration 38Q: 3 clusters Score -2870653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2870680.250000 Penalty: 11601.327148
	Iteration 39Q: 3 clusters Score -2870680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2870699.750000 Penalty: 11601.327148
	Iteration 40F: 3 clusters Score -2870700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2870718.000000 Penalty: 11601.327148
	Iteration 41Q: 3 clusters Score -2870718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2870720.750000 Penalty: 11601.327148
	Iteration 42Q: 3 clusters Score -2870721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2870721.750000 Penalty: 11601.327148
	Iteration 43Q: 3 clusters Score -2870722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2870732.500000 Penalty: 11601.327148
	Iteration 44Q: 3 clusters Score -2870732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2870734.250000 Penalty: 11601.327148
	Iteration 45Q: 3 clusters Score -2870734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2870739.250000 Penalty: 11601.327148
	Iteration 46Q: 3 clusters Score -2870739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2870745.250000 Penalty: 11601.327148
	Iteration 47Q: 3 clusters Score -2870745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2870756.250000 Penalty: 11601.327148
	Iteration 48Q: 3 clusters Score -2870756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2870759.500000 Penalty: 11601.327148
	Iteration 49Q: 3 clusters Score -2870760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2870762.500000 Penalty: 11601.327148
	Iteration 50Q: 3 clusters Score -2870762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2870767.500000 Penalty: 11601.327148
	Iteration 51Q: 3 clusters Score -2870768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2870776.500000 Penalty: 11601.327148
	Iteration 52Q: 3 clusters Score -2870776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2870780.000000 Penalty: 11601.327148
	Iteration 53Q: 3 clusters Score -2870780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2870780.000000 Penalty: 11601.327148
	Iteration 54Q: 3 clusters Score -2870780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2870787.750000 Penalty: 11601.327148
	Iteration 55Q: 3 clusters Score -2870788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2870790.000000 Penalty: 11601.327148
	Iteration 56Q: 3 clusters Score -2870790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2870794.000000 Penalty: 11601.327148
	Iteration 57Q: 3 clusters Score -2870794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2870799.250000 Penalty: 11601.327148
	Iteration 58Q: 3 clusters Score -2870799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2870799.250000 Penalty: 11601.327148
	Iteration 59F: 3 clusters Score -2870799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Entering Unmasked Estep 
Score: -2966354.000000 Penalty: 5826.688477
	Iteration 0F: 2 clusters Score -2966354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2953877.000000 Penalty: 11653.376953
	Iteration 0F: 3 clusters Score -2953877 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2956731.250000 Penalty: 11653.376953
	Iteration 1F: 3 clusters Score -2956731 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2957286.500000 Penalty: 11653.376953
	Iteration 2F: 3 clusters Score -2957286 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2957578.250000 Penalty: 11653.376953
	Iteration 3Q: 3 clusters Score -2957578 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2957804.000000 Penalty: 11653.376953
	Iteration 4Q: 3 clusters Score -2957804 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2957948.500000 Penalty: 11653.376953
	Iteration 5Q: 3 clusters Score -2957948 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2958052.250000 Penalty: 11653.376953
	Iteration 6Q: 3 clusters Score -2958052 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2958156.000000 Penalty: 11653.376953
	Iteration 7Q: 3 clusters Score -2958156 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2958229.500000 Penalty: 11653.376953
	Iteration 8Q: 3 clusters Score -2958230 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2958298.000000 Penalty: 11653.376953
	Iteration 9Q: 3 clusters Score -2958298 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2958368.750000 Penalty: 11653.376953
	Iteration 10Q: 3 clusters Score -2958369 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2958422.500000 Penalty: 11653.376953
	Iteration 11Q: 3 clusters Score -2958422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2958468.250000 Penalty: 11653.376953
	Iteration 12Q: 3 clusters Score -2958468 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2958504.000000 Penalty: 11653.376953
	Iteration 13Q: 3 clusters Score -2958504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2958549.000000 Penalty: 11653.376953
	Iteration 14Q: 3 clusters Score -2958549 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2958612.500000 Penalty: 11653.376953
	Iteration 15Q: 3 clusters Score -2958612 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2958660.750000 Penalty: 11653.376953
	Iteration 16Q: 3 clusters Score -2958661 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2958722.000000 Penalty: 11653.376953
	Iteration 17Q: 3 clusters Score -2958722 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2958784.250000 Penalty: 11653.376953
	Iteration 18Q: 3 clusters Score -2958784 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2958847.750000 Penalty: 11653.376953
	Iteration 19Q: 3 clusters Score -2958848 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2958914.000000 Penalty: 11653.376953
	Iteration 20F: 3 clusters Score -2958914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2958975.250000 Penalty: 11653.376953
	Iteration 21Q: 3 clusters Score -2958975 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2959038.250000 Penalty: 11653.376953
	Iteration 22Q: 3 clusters Score -2959038 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2959108.000000 Penalty: 11653.376953
	Iteration 23Q: 3 clusters Score -2959108 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2959188.250000 Penalty: 11653.376953
	Iteration 24Q: 3 clusters Score -2959188 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2959282.000000 Penalty: 11653.376953
	Iteration 25Q: 3 clusters Score -2959282 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2959388.000000 Penalty: 11653.376953
	Iteration 26Q: 3 clusters Score -2959388 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2959492.750000 Penalty: 11653.376953
	Iteration 27Q: 3 clusters Score -2959493 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2959592.750000 Penalty: 11653.376953
	Iteration 28Q: 3 clusters Score -2959593 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2959724.000000 Penalty: 11653.376953
	Iteration 29Q: 3 clusters Score -2959724 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2959842.500000 Penalty: 11653.376953
	Iteration 30Q: 3 clusters Score -2959842 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2959959.750000 Penalty: 11653.376953
	Iteration 31Q: 3 clusters Score -2959960 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2960067.750000 Penalty: 11653.376953
	Iteration 32Q: 3 clusters Score -2960068 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2960156.500000 Penalty: 11653.376953
	Iteration 33Q: 3 clusters Score -2960156 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2960256.500000 Penalty: 11653.376953
	Iteration 34Q: 3 clusters Score -2960256 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2960343.500000 Penalty: 11653.376953
	Iteration 35Q: 3 clusters Score -2960344 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2960432.750000 Penalty: 11653.376953
	Iteration 36Q: 3 clusters Score -2960433 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2960513.500000 Penalty: 11653.376953
	Iteration 37Q: 3 clusters Score -2960514 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2960592.250000 Penalty: 11653.376953
	Iteration 38Q: 3 clusters Score -2960592 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2960683.000000 Penalty: 11653.376953
	Iteration 39Q: 3 clusters Score -2960683 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2960747.250000 Penalty: 11653.376953
	Iteration 40F: 3 clusters Score -2960747 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2960812.500000 Penalty: 11653.376953
	Iteration 41Q: 3 clusters Score -2960812 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2960869.000000 Penalty: 11653.376953
	Iteration 42Q: 3 clusters Score -2960869 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2960927.000000 Penalty: 11653.376953
	Iteration 43Q: 3 clusters Score -2960927 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2960980.750000 Penalty: 11653.376953
	Iteration 44Q: 3 clusters Score -2960981 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2961017.750000 Penalty: 11653.376953
	Iteration 45Q: 3 clusters Score -2961018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2961053.750000 Penalty: 11653.376953
	Iteration 46Q: 3 clusters Score -2961054 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2961107.500000 Penalty: 11653.376953
	Iteration 47Q: 3 clusters Score -2961108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2961148.000000 Penalty: 11653.376953
	Iteration 48Q: 3 clusters Score -2961148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2961172.250000 Penalty: 11653.376953
	Iteration 49Q: 3 clusters Score -2961172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2961211.000000 Penalty: 11653.376953
	Iteration 50Q: 3 clusters Score -2961211 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2961255.250000 Penalty: 11653.376953
	Iteration 51Q: 3 clusters Score -2961255 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2961283.250000 Penalty: 11653.376953
	Iteration 52Q: 3 clusters Score -2961283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2961315.500000 Penalty: 11653.376953
	Iteration 53Q: 3 clusters Score -2961316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2961340.500000 Penalty: 11653.376953
	Iteration 54Q: 3 clusters Score -2961340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2961356.250000 Penalty: 11653.376953
	Iteration 55Q: 3 clusters Score -2961356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2961382.250000 Penalty: 11653.376953
	Iteration 56Q: 3 clusters Score -2961382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2961396.750000 Penalty: 11653.376953
	Iteration 57Q: 3 clusters Score -2961397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2961414.000000 Penalty: 11653.376953
	Iteration 58Q: 3 clusters Score -2961414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2961420.750000 Penalty: 11653.376953
	Iteration 59Q: 3 clusters Score -2961421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2961432.500000 Penalty: 11653.376953
	Iteration 60F: 3 clusters Score -2961432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2961439.250000 Penalty: 11653.376953
	Iteration 61Q: 3 clusters Score -2961439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2961443.250000 Penalty: 11653.376953
	Iteration 62Q: 3 clusters Score -2961443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2961448.250000 Penalty: 11653.376953
	Iteration 63Q: 3 clusters Score -2961448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2961447.250000 Penalty: 11653.376953
	Iteration 64Q: 3 clusters Score -2961447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2961453.500000 Penalty: 11653.376953
	Iteration 65Q: 3 clusters Score -2961454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2961458.750000 Penalty: 11653.376953
	Iteration 66Q: 3 clusters Score -2961459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2961459.750000 Penalty: 11653.376953
	Iteration 67Q: 3 clusters Score -2961460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2961458.000000 Penalty: 11653.376953
	Iteration 68Q: 3 clusters Score -2961458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2961468.750000 Penalty: 11653.376953
	Iteration 69Q: 3 clusters Score -2961469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2961473.500000 Penalty: 11653.376953
	Iteration 70Q: 3 clusters Score -2961474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2961476.250000 Penalty: 11653.376953
	Iteration 71Q: 3 clusters Score -2961476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2961494.750000 Penalty: 11653.376953
	Iteration 72Q: 3 clusters Score -2961495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2961503.000000 Penalty: 11653.376953
	Iteration 73Q: 3 clusters Score -2961503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2961501.750000 Penalty: 11653.376953
	Iteration 74Q: 3 clusters Score -2961502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2961508.500000 Penalty: 11653.376953
	Iteration 75Q: 3 clusters Score -2961508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2961502.750000 Penalty: 11653.376953
	Iteration 76Q: 3 clusters Score -2961503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2961507.000000 Penalty: 11653.376953
	Iteration 77Q: 3 clusters Score -2961507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2961509.500000 Penalty: 11653.376953
	Iteration 78Q: 3 clusters Score -2961510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2961509.750000 Penalty: 11653.376953
	Iteration 79Q: 3 clusters Score -2961510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2961510.000000 Penalty: 11653.376953
	Iteration 80F: 3 clusters Score -2961510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Entering Unmasked Estep 
Score: -3575266.500000 Penalty: 5926.294434
	Iteration 0F: 2 clusters Score -3575266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3561266.750000 Penalty: 11852.588867
	Iteration 0F: 3 clusters Score -3561267 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3564849.250000 Penalty: 11852.588867
	Iteration 1F: 3 clusters Score -3564849 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3565837.750000 Penalty: 11852.588867
	Iteration 2F: 3 clusters Score -3565838 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3566765.750000 Penalty: 11852.588867
	Iteration 3F: 3 clusters Score -3566766 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3567610.000000 Penalty: 11852.588867
	Iteration 4F: 3 clusters Score -3567610 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3568375.250000 Penalty: 11852.588867
	Iteration 5F: 3 clusters Score -3568375 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3569119.750000 Penalty: 11852.588867
	Iteration 6F: 3 clusters Score -3569120 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3569790.500000 Penalty: 11852.588867
	Iteration 7F: 3 clusters Score -3569790 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3570344.000000 Penalty: 11852.588867
	Iteration 8Q: 3 clusters Score -3570344 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3570749.500000 Penalty: 11852.588867
	Iteration 9Q: 3 clusters Score -3570750 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3571084.000000 Penalty: 11852.588867
	Iteration 10Q: 3 clusters Score -3571084 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3571295.750000 Penalty: 11852.588867
	Iteration 11Q: 3 clusters Score -3571296 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3571484.000000 Penalty: 11852.588867
	Iteration 12Q: 3 clusters Score -3571484 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3571603.750000 Penalty: 11852.588867
	Iteration 13Q: 3 clusters Score -3571604 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3571699.500000 Penalty: 11852.588867
	Iteration 14Q: 3 clusters Score -3571700 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3571774.750000 Penalty: 11852.588867
	Iteration 15Q: 3 clusters Score -3571775 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3571844.500000 Penalty: 11852.588867
	Iteration 16Q: 3 clusters Score -3571844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3571895.000000 Penalty: 11852.588867
	Iteration 17Q: 3 clusters Score -3571895 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3571921.750000 Penalty: 11852.588867
	Iteration 18Q: 3 clusters Score -3571922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3571960.750000 Penalty: 11852.588867
	Iteration 19Q: 3 clusters Score -3571961 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3571982.500000 Penalty: 11852.588867
	Iteration 20F: 3 clusters Score -3571982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3572021.500000 Penalty: 11852.588867
	Iteration 21Q: 3 clusters Score -3572022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3572047.750000 Penalty: 11852.588867
	Iteration 22Q: 3 clusters Score -3572048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3572054.500000 Penalty: 11852.588867
	Iteration 23Q: 3 clusters Score -3572054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3572066.250000 Penalty: 11852.588867
	Iteration 24Q: 3 clusters Score -3572066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3572084.000000 Penalty: 11852.588867
	Iteration 25Q: 3 clusters Score -3572084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3572094.750000 Penalty: 11852.588867
	Iteration 26Q: 3 clusters Score -3572095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3572101.250000 Penalty: 11852.588867
	Iteration 27Q: 3 clusters Score -3572101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3572114.500000 Penalty: 11852.588867
	Iteration 28Q: 3 clusters Score -3572114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3572118.750000 Penalty: 11852.588867
	Iteration 29Q: 3 clusters Score -3572119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3572119.250000 Penalty: 11852.588867
	Iteration 30Q: 3 clusters Score -3572119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3572128.250000 Penalty: 11852.588867
	Iteration 31Q: 3 clusters Score -3572128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3572129.000000 Penalty: 11852.588867
	Iteration 32Q: 3 clusters Score -3572129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3572126.750000 Penalty: 11852.588867
	Iteration 33Q: 3 clusters Score -3572127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3572127.250000 Penalty: 11852.588867
	Iteration 34Q: 3 clusters Score -3572127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3572127.250000 Penalty: 11852.588867
	Iteration 35Q: 3 clusters Score -3572127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3572128.250000 Penalty: 11852.588867
	Iteration 36Q: 3 clusters Score -3572128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3572132.500000 Penalty: 11852.588867
	Iteration 37Q: 3 clusters Score -3572132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3572131.750000 Penalty: 11852.588867
	Iteration 38Q: 3 clusters Score -3572132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3572130.250000 Penalty: 11852.588867
	Iteration 39Q: 3 clusters Score -3572130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3572131.250000 Penalty: 11852.588867
	Iteration 40F: 3 clusters Score -3572131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Entering Unmasked Estep 
Score: -2139994.750000 Penalty: 5600.953613
	Iteration 0F: 2 clusters Score -2139995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2130131.250000 Penalty: 11201.907227
	Iteration 0F: 3 clusters Score -2130131 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2132062.250000 Penalty: 11201.907227
	Iteration 1F: 3 clusters Score -2132062 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2132514.250000 Penalty: 11201.907227
	Iteration 2F: 3 clusters Score -2132514 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2132727.250000 Penalty: 11201.907227
	Iteration 3Q: 3 clusters Score -2132727 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2132877.000000 Penalty: 11201.907227
	Iteration 4Q: 3 clusters Score -2132877 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2133001.000000 Penalty: 11201.907227
	Iteration 5Q: 3 clusters Score -2133001 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2133090.250000 Penalty: 11201.907227
	Iteration 6Q: 3 clusters Score -2133090 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2133166.750000 Penalty: 11201.907227
	Iteration 7Q: 3 clusters Score -2133167 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2133237.000000 Penalty: 11201.907227
	Iteration 8Q: 3 clusters Score -2133237 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2133289.500000 Penalty: 11201.907227
	Iteration 9Q: 3 clusters Score -2133290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2133331.500000 Penalty: 11201.907227
	Iteration 10Q: 3 clusters Score -2133332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2133367.500000 Penalty: 11201.907227
	Iteration 11Q: 3 clusters Score -2133368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2133394.000000 Penalty: 11201.907227
	Iteration 12Q: 3 clusters Score -2133394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2133418.750000 Penalty: 11201.907227
	Iteration 13Q: 3 clusters Score -2133419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2133442.750000 Penalty: 11201.907227
	Iteration 14Q: 3 clusters Score -2133443 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2133473.250000 Penalty: 11201.907227
	Iteration 15Q: 3 clusters Score -2133473 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2133504.000000 Penalty: 11201.907227
	Iteration 16Q: 3 clusters Score -2133504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2133530.250000 Penalty: 11201.907227
	Iteration 17Q: 3 clusters Score -2133530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2133556.750000 Penalty: 11201.907227
	Iteration 18Q: 3 clusters Score -2133557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2133583.000000 Penalty: 11201.907227
	Iteration 19Q: 3 clusters Score -2133583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2133596.250000 Penalty: 11201.907227
	Iteration 20F: 3 clusters Score -2133596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2133613.250000 Penalty: 11201.907227
	Iteration 21Q: 3 clusters Score -2133613 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2133641.000000 Penalty: 11201.907227
	Iteration 22Q: 3 clusters Score -2133641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2133654.500000 Penalty: 11201.907227
	Iteration 23Q: 3 clusters Score -2133654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2133662.000000 Penalty: 11201.907227
	Iteration 24Q: 3 clusters Score -2133662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2133672.500000 Penalty: 11201.907227
	Iteration 25Q: 3 clusters Score -2133672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2133685.750000 Penalty: 11201.907227
	Iteration 26Q: 3 clusters Score -2133686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2133698.000000 Penalty: 11201.907227
	Iteration 27Q: 3 clusters Score -2133698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2133709.750000 Penalty: 11201.907227
	Iteration 28Q: 3 clusters Score -2133710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2133717.750000 Penalty: 11201.907227
	Iteration 29Q: 3 clusters Score -2133718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2133723.500000 Penalty: 11201.907227
	Iteration 30Q: 3 clusters Score -2133724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2133737.500000 Penalty: 11201.907227
	Iteration 31Q: 3 clusters Score -2133738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2133746.000000 Penalty: 11201.907227
	Iteration 32Q: 3 clusters Score -2133746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2133752.750000 Penalty: 11201.907227
	Iteration 33Q: 3 clusters Score -2133753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2133756.500000 Penalty: 11201.907227
	Iteration 34Q: 3 clusters Score -2133756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2133759.750000 Penalty: 11201.907227
	Iteration 35Q: 3 clusters Score -2133760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2133767.000000 Penalty: 11201.907227
	Iteration 36Q: 3 clusters Score -2133767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2133771.750000 Penalty: 11201.907227
	Iteration 37Q: 3 clusters Score -2133772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2133776.750000 Penalty: 11201.907227
	Iteration 38Q: 3 clusters Score -2133777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2133772.750000 Penalty: 11201.907227
	Iteration 39Q: 3 clusters Score -2133773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2133775.250000 Penalty: 11201.907227
	Iteration 40F: 3 clusters Score -2133775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2133776.250000 Penalty: 11201.907227
	Iteration 41Q: 3 clusters Score -2133776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2133775.750000 Penalty: 11201.907227
	Iteration 42Q: 3 clusters Score -2133776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2133779.750000 Penalty: 11201.907227
	Iteration 43Q: 3 clusters Score -2133780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2133782.250000 Penalty: 11201.907227
	Iteration 44Q: 3 clusters Score -2133782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2133785.750000 Penalty: 11201.907227
	Iteration 45Q: 3 clusters Score -2133786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2133787.250000 Penalty: 11201.907227
	Iteration 46Q: 3 clusters Score -2133787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2133788.750000 Penalty: 11201.907227
	Iteration 47Q: 3 clusters Score -2133789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2133792.500000 Penalty: 11201.907227
	Iteration 48Q: 3 clusters Score -2133792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2133796.750000 Penalty: 11201.907227
	Iteration 49Q: 3 clusters Score -2133797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2133800.000000 Penalty: 11201.907227
	Iteration 50Q: 3 clusters Score -2133800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2133799.750000 Penalty: 11201.907227
	Iteration 51Q: 3 clusters Score -2133800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2133796.750000 Penalty: 11201.907227
	Iteration 52Q: 3 clusters Score -2133797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2133809.250000 Penalty: 11201.907227
	Iteration 53Q: 3 clusters Score -2133809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2133808.250000 Penalty: 11201.907227
	Iteration 54Q: 3 clusters Score -2133808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2133807.750000 Penalty: 11201.907227
	Iteration 55Q: 3 clusters Score -2133808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2133809.750000 Penalty: 11201.907227
	Iteration 56Q: 3 clusters Score -2133810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2133810.250000 Penalty: 11201.907227
	Iteration 57Q: 3 clusters Score -2133810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2133811.750000 Penalty: 11201.907227
	Iteration 58Q: 3 clusters Score -2133812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2133810.750000 Penalty: 11201.907227
	Iteration 59Q: 3 clusters Score -2133811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2133811.750000 Penalty: 11201.907227
	Iteration 60F: 3 clusters Score -2133812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2133813.500000 Penalty: 11201.907227
	Iteration 61Q: 3 clusters Score -2133814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2133812.000000 Penalty: 11201.907227
	Iteration 62Q: 3 clusters Score -2133812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2133817.750000 Penalty: 11201.907227
	Iteration 63Q: 3 clusters Score -2133818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2133817.000000 Penalty: 11201.907227
	Iteration 64Q: 3 clusters Score -2133817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2133820.750000 Penalty: 11201.907227
	Iteration 65Q: 3 clusters Score -2133821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2133818.000000 Penalty: 11201.907227
	Iteration 66Q: 3 clusters Score -2133818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2133820.500000 Penalty: 11201.907227
	Iteration 67Q: 3 clusters Score -2133820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2133822.000000 Penalty: 11201.907227
	Iteration 68Q: 3 clusters Score -2133822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2133819.500000 Penalty: 11201.907227
	Iteration 69Q: 3 clusters Score -2133820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2133822.250000 Penalty: 11201.907227
	Iteration 70Q: 3 clusters Score -2133822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2133822.250000 Penalty: 11201.907227
	Iteration 71F: 3 clusters Score -2133822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Entering Unmasked Estep 
Score: -6863244.500000 Penalty: 6314.008789
	Iteration 0F: 2 clusters Score -6863244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -6840240.000000 Penalty: 12628.017578
	Iteration 0F: 3 clusters Score -6840240 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -6847093.000000 Penalty: 12628.017578
	Iteration 1F: 3 clusters Score -6847093 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -6847920.000000 Penalty: 12628.017578
	Iteration 2F: 3 clusters Score -6847920 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -6848610.500000 Penalty: 12628.017578
	Iteration 3F: 3 clusters Score -6848610 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -6849189.000000 Penalty: 12628.017578
	Iteration 4Q: 3 clusters Score -6849189 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -6849684.000000 Penalty: 12628.017578
	Iteration 5Q: 3 clusters Score -6849684 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -6850242.500000 Penalty: 12628.017578
	Iteration 6Q: 3 clusters Score -6850242 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -6850843.000000 Penalty: 12628.017578
	Iteration 7Q: 3 clusters Score -6850843 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -6851593.000000 Penalty: 12628.017578
	Iteration 8Q: 3 clusters Score -6851593 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -6852479.500000 Penalty: 12628.017578
	Iteration 9Q: 3 clusters Score -6852480 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -6853687.500000 Penalty: 12628.017578
	Iteration 10Q: 3 clusters Score -6853688 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -6855363.500000 Penalty: 12628.017578
	Iteration 11Q: 3 clusters Score -6855364 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -6857244.500000 Penalty: 12628.017578
	Iteration 12Q: 3 clusters Score -6857244 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -6858537.000000 Penalty: 12628.017578
	Iteration 13Q: 3 clusters Score -6858537 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -6859275.500000 Penalty: 12628.017578
	Iteration 14Q: 3 clusters Score -6859276 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -6859812.500000 Penalty: 12628.017578
	Iteration 15Q: 3 clusters Score -6859812 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -6860305.000000 Penalty: 12628.017578
	Iteration 16Q: 3 clusters Score -6860305 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -6860721.500000 Penalty: 12628.017578
	Iteration 17Q: 3 clusters Score -6860722 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -6861174.000000 Penalty: 12628.017578
	Iteration 18Q: 3 clusters Score -6861174 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -6861742.000000 Penalty: 12628.017578
	Iteration 19Q: 3 clusters Score -6861742 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -6862382.000000 Penalty: 12628.017578
	Iteration 20F: 3 clusters Score -6862382 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -6863070.500000 Penalty: 12628.017578
	Iteration 21Q: 3 clusters Score -6863070 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -6863880.000000 Penalty: 12628.017578
	Iteration 22Q: 3 clusters Score -6863880 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -6864607.000000 Penalty: 12628.017578
	Iteration 23Q: 3 clusters Score -6864607 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -6865128.000000 Penalty: 12628.017578
	Iteration 24Q: 3 clusters Score -6865128 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -6865448.000000 Penalty: 12628.017578
	Iteration 25Q: 3 clusters Score -6865448 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -6865623.000000 Penalty: 12628.017578
	Iteration 26Q: 3 clusters Score -6865623 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -6865711.500000 Penalty: 12628.017578
	Iteration 27Q: 3 clusters Score -6865712 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -6865785.500000 Penalty: 12628.017578
	Iteration 28Q: 3 clusters Score -6865786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -6865821.000000 Penalty: 12628.017578
	Iteration 29Q: 3 clusters Score -6865821 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -6865833.500000 Penalty: 12628.017578
	Iteration 30Q: 3 clusters Score -6865834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -6865831.000000 Penalty: 12628.017578
	Iteration 31Q: 3 clusters Score -6865831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -6865841.500000 Penalty: 12628.017578
	Iteration 32Q: 3 clusters Score -6865842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -6865847.000000 Penalty: 12628.017578
	Iteration 33Q: 3 clusters Score -6865847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -6865840.500000 Penalty: 12628.017578
	Iteration 34Q: 3 clusters Score -6865840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -6865837.000000 Penalty: 12628.017578
	Iteration 35Q: 3 clusters Score -6865837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -6865842.000000 Penalty: 12628.017578
	Iteration 36Q: 3 clusters Score -6865842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -6865852.000000 Penalty: 12628.017578
	Iteration 37Q: 3 clusters Score -6865852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -6865844.500000 Penalty: 12628.017578
	Iteration 38Q: 3 clusters Score -6865844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -6865849.500000 Penalty: 12628.017578
	Iteration 39Q: 3 clusters Score -6865850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -6865850.500000 Penalty: 12628.017578
	Iteration 40F: 3 clusters Score -6865850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -6865852.000000 Penalty: 12628.017578
	Iteration 41Q: 3 clusters Score -6865852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -6865852.500000 Penalty: 12628.017578
	Iteration 42Q: 3 clusters Score -6865852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -6865853.000000 Penalty: 12628.017578
	Iteration 43Q: 3 clusters Score -6865853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -6865853.500000 Penalty: 12628.017578
	Iteration 44Q: 3 clusters Score -6865854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -6865854.000000 Penalty: 12628.017578
	Iteration 45Q: 3 clusters Score -6865854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -6865847.500000 Penalty: 12628.017578
	Iteration 46Q: 3 clusters Score -6865848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -6865841.500000 Penalty: 12628.017578
	Iteration 47Q: 3 clusters Score -6865842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -6865841.500000 Penalty: 12628.017578
	Iteration 48F: 3 clusters Score -6865842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145601 members 
Mstep: Class 3 contains 32395 members 
Mstep: Class 4 contains 65110 members 
Mstep: Class 5 contains 64625 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 23267 members 
Mstep: Class 8 contains 17147 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36494 members 
Mstep: Class 11 contains 124879 members 
Mstep: Class 12 contains 41426 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9362 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 10008 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71886 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58721 members 
Mstep: Class 23 contains 14520 members 
Mstep: Class 24 contains 75863 members 
Mstep: Class 25 contains 73916 members 
Mstep: Class 26 contains 14887 members 
Mstep: Class 27 contains 92196 members 
Mstep: Class 28 contains 36002 members 
Mstep: Class 29 contains 14029 members 
Entering Unmasked Estep 
Score: -272444192.000000 Penalty: 248892.843750
Splitting cluster 17 changes total score from -272443680.000000 to -272444192.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (10008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Entering Unmasked Estep 
Score: -2250324.250000 Penalty: 5641.823242
	Iteration 0F: 2 clusters Score -2250324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2240045.500000 Penalty: 11283.646484
	Iteration 0F: 3 clusters Score -2240046 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2242098.250000 Penalty: 11283.646484
	Iteration 1F: 3 clusters Score -2242098 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2242589.750000 Penalty: 11283.646484
	Iteration 2F: 3 clusters Score -2242590 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2242871.000000 Penalty: 11283.646484
	Iteration 3Q: 3 clusters Score -2242871 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2243057.250000 Penalty: 11283.646484
	Iteration 4Q: 3 clusters Score -2243057 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2243199.000000 Penalty: 11283.646484
	Iteration 5Q: 3 clusters Score -2243199 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2243319.500000 Penalty: 11283.646484
	Iteration 6Q: 3 clusters Score -2243320 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2243440.000000 Penalty: 11283.646484
	Iteration 7Q: 3 clusters Score -2243440 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2243567.750000 Penalty: 11283.646484
	Iteration 8Q: 3 clusters Score -2243568 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2243752.000000 Penalty: 11283.646484
	Iteration 9Q: 3 clusters Score -2243752 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2244005.000000 Penalty: 11283.646484
	Iteration 10Q: 3 clusters Score -2244005 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2244344.250000 Penalty: 11283.646484
	Iteration 11Q: 3 clusters Score -2244344 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2244950.750000 Penalty: 11283.646484
	Iteration 12Q: 3 clusters Score -2244951 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2245830.000000 Penalty: 11283.646484
	Iteration 13F: 3 clusters Score -2245830 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2246768.250000 Penalty: 11283.646484
	Iteration 14F: 3 clusters Score -2246768 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2247583.000000 Penalty: 11283.646484
	Iteration 15F: 3 clusters Score -2247583 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2248076.000000 Penalty: 11283.646484
	Iteration 16F: 3 clusters Score -2248076 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2248345.250000 Penalty: 11283.646484
	Iteration 17Q: 3 clusters Score -2248345 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2248477.250000 Penalty: 11283.646484
	Iteration 18Q: 3 clusters Score -2248477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2248536.500000 Penalty: 11283.646484
	Iteration 19Q: 3 clusters Score -2248536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2248560.250000 Penalty: 11283.646484
	Iteration 20F: 3 clusters Score -2248560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2248564.750000 Penalty: 11283.646484
	Iteration 21Q: 3 clusters Score -2248565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2248567.250000 Penalty: 11283.646484
	Iteration 22Q: 3 clusters Score -2248567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2248573.000000 Penalty: 11283.646484
	Iteration 23Q: 3 clusters Score -2248573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2248571.500000 Penalty: 11283.646484
	Iteration 24Q: 3 clusters Score -2248572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2248570.750000 Penalty: 11283.646484
	Iteration 25Q: 3 clusters Score -2248571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2248575.750000 Penalty: 11283.646484
	Iteration 26Q: 3 clusters Score -2248576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2248575.250000 Penalty: 11283.646484
	Iteration 27Q: 3 clusters Score -2248575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2248580.750000 Penalty: 11283.646484
	Iteration 28Q: 3 clusters Score -2248581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2248581.500000 Penalty: 11283.646484
	Iteration 29Q: 3 clusters Score -2248582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2248584.750000 Penalty: 11283.646484
	Iteration 30Q: 3 clusters Score -2248585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2248583.750000 Penalty: 11283.646484
	Iteration 31Q: 3 clusters Score -2248584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2248586.000000 Penalty: 11283.646484
	Iteration 32Q: 3 clusters Score -2248586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2248580.500000 Penalty: 11283.646484
	Iteration 33Q: 3 clusters Score -2248580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2248583.750000 Penalty: 11283.646484
	Iteration 34Q: 3 clusters Score -2248584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2248587.750000 Penalty: 11283.646484
	Iteration 35Q: 3 clusters Score -2248588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2248585.500000 Penalty: 11283.646484
	Iteration 36Q: 3 clusters Score -2248586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2248584.750000 Penalty: 11283.646484
	Iteration 37Q: 3 clusters Score -2248585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2248584.750000 Penalty: 11283.646484
	Iteration 38F: 3 clusters Score -2248585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Entering Unmasked Estep 
Score: -537104.437500 Penalty: 4790.510742
	Iteration 0F: 2 clusters Score -537104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -531882.187500 Penalty: 9581.021484
	Iteration 0F: 3 clusters Score -531882.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -532590.000000 Penalty: 9581.021484
	Iteration 1F: 3 clusters Score -532590 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -532855.625000 Penalty: 9581.021484
	Iteration 2F: 3 clusters Score -532855.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -533125.812500 Penalty: 9581.021484
	Iteration 3Q: 3 clusters Score -533125.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -533417.812500 Penalty: 9581.021484
	Iteration 4Q: 3 clusters Score -533417.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -533661.812500 Penalty: 9581.021484
	Iteration 5Q: 3 clusters Score -533661.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -533874.375000 Penalty: 9581.021484
	Iteration 6Q: 3 clusters Score -533874.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -534107.250000 Penalty: 9581.021484
	Iteration 7Q: 3 clusters Score -534107.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -534333.000000 Penalty: 9581.021484
	Iteration 8Q: 3 clusters Score -534333 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -534576.562500 Penalty: 9581.021484
	Iteration 9Q: 3 clusters Score -534576.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -534735.437500 Penalty: 9581.021484
	Iteration 10Q: 3 clusters Score -534735.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -534854.687500 Penalty: 9581.021484
	Iteration 11Q: 3 clusters Score -534854.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -534938.750000 Penalty: 9581.021484
	Iteration 12Q: 3 clusters Score -534938.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -534995.062500 Penalty: 9581.021484
	Iteration 13Q: 3 clusters Score -534995.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -535041.687500 Penalty: 9581.021484
	Iteration 14Q: 3 clusters Score -535041.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -535078.125000 Penalty: 9581.021484
	Iteration 15Q: 3 clusters Score -535078.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -535105.375000 Penalty: 9581.021484
	Iteration 16Q: 3 clusters Score -535105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -535133.312500 Penalty: 9581.021484
	Iteration 17Q: 3 clusters Score -535133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -535147.375000 Penalty: 9581.021484
	Iteration 18Q: 3 clusters Score -535147.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -535158.125000 Penalty: 9581.021484
	Iteration 19Q: 3 clusters Score -535158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -535173.000000 Penalty: 9581.021484
	Iteration 20F: 3 clusters Score -535173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -535187.437500 Penalty: 9581.021484
	Iteration 21Q: 3 clusters Score -535187.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -535197.625000 Penalty: 9581.021484
	Iteration 22Q: 3 clusters Score -535197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -535202.375000 Penalty: 9581.021484
	Iteration 23Q: 3 clusters Score -535202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -535210.312500 Penalty: 9581.021484
	Iteration 24Q: 3 clusters Score -535210.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -535223.625000 Penalty: 9581.021484
	Iteration 25Q: 3 clusters Score -535223.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -535235.687500 Penalty: 9581.021484
	Iteration 26Q: 3 clusters Score -535235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -535240.937500 Penalty: 9581.021484
	Iteration 27Q: 3 clusters Score -535240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -535244.187500 Penalty: 9581.021484
	Iteration 28Q: 3 clusters Score -535244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -535252.312500 Penalty: 9581.021484
	Iteration 29Q: 3 clusters Score -535252.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -535262.187500 Penalty: 9581.021484
	Iteration 30Q: 3 clusters Score -535262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -535270.500000 Penalty: 9581.021484
	Iteration 31Q: 3 clusters Score -535270.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -535275.937500 Penalty: 9581.021484
	Iteration 32Q: 3 clusters Score -535275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -535286.187500 Penalty: 9581.021484
	Iteration 33Q: 3 clusters Score -535286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -535296.312500 Penalty: 9581.021484
	Iteration 34Q: 3 clusters Score -535296.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -535307.937500 Penalty: 9581.021484
	Iteration 35Q: 3 clusters Score -535307.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -535317.062500 Penalty: 9581.021484
	Iteration 36Q: 3 clusters Score -535317.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -535322.125000 Penalty: 9581.021484
	Iteration 37Q: 3 clusters Score -535322.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -535326.000000 Penalty: 9581.021484
	Iteration 38Q: 3 clusters Score -535326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -535330.875000 Penalty: 9581.021484
	Iteration 39Q: 3 clusters Score -535330.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -535338.687500 Penalty: 9581.021484
	Iteration 40F: 3 clusters Score -535338.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -535353.312500 Penalty: 9581.021484
	Iteration 41Q: 3 clusters Score -535353.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -535375.062500 Penalty: 9581.021484
	Iteration 42Q: 3 clusters Score -535375.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -535400.250000 Penalty: 9581.021484
	Iteration 43Q: 3 clusters Score -535400.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -535429.312500 Penalty: 9581.021484
	Iteration 44Q: 3 clusters Score -535429.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -535466.812500 Penalty: 9581.021484
	Iteration 45Q: 3 clusters Score -535466.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -535513.187500 Penalty: 9581.021484
	Iteration 46Q: 3 clusters Score -535513.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -535573.750000 Penalty: 9581.021484
	Iteration 47Q: 3 clusters Score -535573.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -535665.062500 Penalty: 9581.021484
	Iteration 48Q: 3 clusters Score -535665.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -535750.500000 Penalty: 9581.021484
	Iteration 49Q: 3 clusters Score -535750.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -535842.812500 Penalty: 9581.021484
	Iteration 50Q: 3 clusters Score -535842.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -535935.625000 Penalty: 9581.021484
	Iteration 51Q: 3 clusters Score -535935.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -536026.187500 Penalty: 9581.021484
	Iteration 52Q: 3 clusters Score -536026.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -536098.187500 Penalty: 9581.021484
	Iteration 53Q: 3 clusters Score -536098.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -536177.312500 Penalty: 9581.021484
	Iteration 54Q: 3 clusters Score -536177.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -536231.562500 Penalty: 9581.021484
	Iteration 55Q: 3 clusters Score -536231.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -536298.562500 Penalty: 9581.021484
	Iteration 56Q: 3 clusters Score -536298.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -536375.125000 Penalty: 9581.021484
	Iteration 57Q: 3 clusters Score -536375.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -536470.500000 Penalty: 9581.021484
	Iteration 58Q: 3 clusters Score -536470.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -536599.937500 Penalty: 9581.021484
	Iteration 59Q: 3 clusters Score -536599.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -536742.500000 Penalty: 9581.021484
	Iteration 60F: 3 clusters Score -536742.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -536784.687500 Penalty: 9581.021484
	Iteration 61Q: 3 clusters Score -536784.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -536808.312500 Penalty: 9581.021484
	Iteration 62Q: 3 clusters Score -536808.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -536846.562500 Penalty: 9581.021484
	Iteration 63Q: 3 clusters Score -536846.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -536880.875000 Penalty: 9581.021484
	Iteration 64Q: 3 clusters Score -536880.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -536902.125000 Penalty: 9581.021484
	Iteration 65Q: 3 clusters Score -536902.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -536913.000000 Penalty: 9581.021484
	Iteration 66Q: 3 clusters Score -536913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -536932.625000 Penalty: 9581.021484
	Iteration 67Q: 3 clusters Score -536932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -536960.625000 Penalty: 9581.021484
	Iteration 68Q: 3 clusters Score -536960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -536995.312500 Penalty: 9581.021484
	Iteration 69Q: 3 clusters Score -536995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -537003.750000 Penalty: 9581.021484
	Iteration 70Q: 3 clusters Score -537003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -537009.687500 Penalty: 9581.021484
	Iteration 71Q: 3 clusters Score -537009.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -537013.875000 Penalty: 9581.021484
	Iteration 72Q: 3 clusters Score -537013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -537014.812500 Penalty: 9581.021484
	Iteration 73Q: 3 clusters Score -537014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -537017.312500 Penalty: 9581.021484
	Iteration 74F: 3 clusters Score -537017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -537028.562500 Penalty: 9581.021484
	Iteration 75Q: 3 clusters Score -537028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -537030.687500 Penalty: 9581.021484
	Iteration 76F: 3 clusters Score -537030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -537045.437500 Penalty: 9581.021484
	Iteration 77Q: 3 clusters Score -537045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -537045.687500 Penalty: 9581.021484
	Iteration 78Q: 3 clusters Score -537045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -537048.312500 Penalty: 9581.021484
	Iteration 79Q: 3 clusters Score -537048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -537053.437500 Penalty: 9581.021484
	Iteration 80F: 3 clusters Score -537053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -537064.000000 Penalty: 9581.021484
	Iteration 81Q: 3 clusters Score -537064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -537067.562500 Penalty: 9581.021484
	Iteration 82Q: 3 clusters Score -537067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -537068.437500 Penalty: 9581.021484
	Iteration 83Q: 3 clusters Score -537068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -537070.000000 Penalty: 9581.021484
	Iteration 84Q: 3 clusters Score -537070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -537070.000000 Penalty: 9581.021484
	Iteration 85F: 3 clusters Score -537070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (71886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Entering Unmasked Estep 
Score: -16319998.000000 Penalty: 6849.487305
	Iteration 0F: 2 clusters Score -1.632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -16270513.000000 Penalty: 13698.974609
	Iteration 0F: 3 clusters Score -1.627051e+07 nChanged 32227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -16287892.000000 Penalty: 13698.974609
	Iteration 1F: 3 clusters Score -1.628789e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -16288827.000000 Penalty: 13698.974609
	Iteration 2Q: 3 clusters Score -1.628883e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -16289843.000000 Penalty: 13698.974609
	Iteration 3Q: 3 clusters Score -1.628984e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -16290580.000000 Penalty: 13698.974609
	Iteration 4Q: 3 clusters Score -1.629058e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -16291363.000000 Penalty: 13698.974609
	Iteration 5Q: 3 clusters Score -1.629136e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -16292360.000000 Penalty: 13698.974609
	Iteration 6Q: 3 clusters Score -1.629236e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -16293823.000000 Penalty: 13698.974609
	Iteration 7Q: 3 clusters Score -1.629382e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -16295828.000000 Penalty: 13698.974609
	Iteration 8Q: 3 clusters Score -1.629583e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -16298498.000000 Penalty: 13698.974609
	Iteration 9F: 3 clusters Score -1.62985e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -16302070.000000 Penalty: 13698.974609
	Iteration 10F: 3 clusters Score -1.630207e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -16305847.000000 Penalty: 13698.974609
	Iteration 11F: 3 clusters Score -1.630585e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -16309125.000000 Penalty: 13698.974609
	Iteration 12F: 3 clusters Score -1.630912e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -16311292.000000 Penalty: 13698.974609
	Iteration 13Q: 3 clusters Score -1.631129e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -16312577.000000 Penalty: 13698.974609
	Iteration 14Q: 3 clusters Score -1.631258e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -16313183.000000 Penalty: 13698.974609
	Iteration 15Q: 3 clusters Score -1.631318e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -16313561.000000 Penalty: 13698.974609
	Iteration 16Q: 3 clusters Score -1.631356e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -16313764.000000 Penalty: 13698.974609
	Iteration 17Q: 3 clusters Score -1.631376e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -16313881.000000 Penalty: 13698.974609
	Iteration 18Q: 3 clusters Score -1.631388e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -16313964.000000 Penalty: 13698.974609
	Iteration 19Q: 3 clusters Score -1.631396e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16314022.000000 Penalty: 13698.974609
	Iteration 20F: 3 clusters Score -1.631402e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16314063.000000 Penalty: 13698.974609
	Iteration 21Q: 3 clusters Score -1.631406e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70549 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -16314115.000000 Penalty: 13698.974609
	Iteration 22Q: 3 clusters Score -1.631412e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -16314165.000000 Penalty: 13698.974609
	Iteration 23Q: 3 clusters Score -1.631416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -16314192.000000 Penalty: 13698.974609
	Iteration 24Q: 3 clusters Score -1.631419e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16314233.000000 Penalty: 13698.974609
	Iteration 25Q: 3 clusters Score -1.631423e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16314230.000000 Penalty: 13698.974609
	Iteration 26Q: 3 clusters Score -1.631423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -16314254.000000 Penalty: 13698.974609
	Iteration 27Q: 3 clusters Score -1.631425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -16314263.000000 Penalty: 13698.974609
	Iteration 28Q: 3 clusters Score -1.631426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -16314266.000000 Penalty: 13698.974609
	Iteration 29Q: 3 clusters Score -1.631427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -16314252.000000 Penalty: 13698.974609
	Iteration 30Q: 3 clusters Score -1.631425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70676 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -16314262.000000 Penalty: 13698.974609
	Iteration 31Q: 3 clusters Score -1.631426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -16314265.000000 Penalty: 13698.974609
	Iteration 32Q: 3 clusters Score -1.631426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -16314264.000000 Penalty: 13698.974609
	Iteration 33Q: 3 clusters Score -1.631426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -16314264.000000 Penalty: 13698.974609
	Iteration 34F: 3 clusters Score -1.631426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Entering Unmasked Estep 
Score: -26776494.000000 Penalty: 7152.182617
	Iteration 0F: 2 clusters Score -2.677649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -26696848.000000 Penalty: 14304.365234
	Iteration 0F: 3 clusters Score -2.669685e+07 nChanged 54145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -26726724.000000 Penalty: 14304.365234
	Iteration 1F: 3 clusters Score -2.672672e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -26727808.000000 Penalty: 14304.365234
	Iteration 2Q: 3 clusters Score -2.672781e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -26728742.000000 Penalty: 14304.365234
	Iteration 3Q: 3 clusters Score -2.672874e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -26729514.000000 Penalty: 14304.365234
	Iteration 4Q: 3 clusters Score -2.672951e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -26730466.000000 Penalty: 14304.365234
	Iteration 5Q: 3 clusters Score -2.673047e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 68664 members 
Entering Unmasked Estep 
Score: -26731662.000000 Penalty: 14304.365234
	Iteration 6Q: 3 clusters Score -2.673166e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -26733420.000000 Penalty: 14304.365234
	Iteration 7Q: 3 clusters Score -2.673342e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -26736298.000000 Penalty: 14304.365234
	Iteration 8Q: 3 clusters Score -2.67363e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -26740694.000000 Penalty: 14304.365234
	Iteration 9F: 3 clusters Score -2.674069e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 93333 members 
Entering Unmasked Estep 
Score: -26747612.000000 Penalty: 14304.365234
	Iteration 10F: 3 clusters Score -2.674761e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -26755270.000000 Penalty: 14304.365234
	Iteration 11F: 3 clusters Score -2.675527e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -26762272.000000 Penalty: 14304.365234
	Iteration 12F: 3 clusters Score -2.676227e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -26766580.000000 Penalty: 14304.365234
	Iteration 13Q: 3 clusters Score -2.676658e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 115941 members 
Entering Unmasked Estep 
Score: -26768560.000000 Penalty: 14304.365234
	Iteration 14Q: 3 clusters Score -2.676856e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 116687 members 
Entering Unmasked Estep 
Score: -26769344.000000 Penalty: 14304.365234
	Iteration 15Q: 3 clusters Score -2.676934e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
Score: -26769694.000000 Penalty: 14304.365234
	Iteration 16Q: 3 clusters Score -2.676969e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 117054 members 
Entering Unmasked Estep 
Score: -26769812.000000 Penalty: 14304.365234
	Iteration 17Q: 3 clusters Score -2.676981e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -26769922.000000 Penalty: 14304.365234
	Iteration 18Q: 3 clusters Score -2.676992e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -26770002.000000 Penalty: 14304.365234
	Iteration 19Q: 3 clusters Score -2.677e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 117186 members 
Entering Unmasked Estep 
Score: -26770044.000000 Penalty: 14304.365234
	Iteration 20F: 3 clusters Score -2.677004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -26770064.000000 Penalty: 14304.365234
	Iteration 21Q: 3 clusters Score -2.677006e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 117227 members 
Entering Unmasked Estep 
Score: -26770082.000000 Penalty: 14304.365234
	Iteration 22Q: 3 clusters Score -2.677008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 117234 members 
Entering Unmasked Estep 
Score: -26770084.000000 Penalty: 14304.365234
	Iteration 23Q: 3 clusters Score -2.677008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 117245 members 
Entering Unmasked Estep 
Score: -26770132.000000 Penalty: 14304.365234
	Iteration 24Q: 3 clusters Score -2.677013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 117253 members 
Entering Unmasked Estep 
Score: -26770166.000000 Penalty: 14304.365234
	Iteration 25Q: 3 clusters Score -2.677017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 117255 members 
Entering Unmasked Estep 
Score: -26770162.000000 Penalty: 14304.365234
	Iteration 26Q: 3 clusters Score -2.677016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -26770178.000000 Penalty: 14304.365234
	Iteration 27Q: 3 clusters Score -2.677018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -26770176.000000 Penalty: 14304.365234
	Iteration 28Q: 3 clusters Score -2.677018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -26770176.000000 Penalty: 14304.365234
	Iteration 29F: 3 clusters Score -2.677018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Entering Unmasked Estep 
Score: -13303388.000000 Penalty: 6725.588379
	Iteration 0F: 2 clusters Score -1.330339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -13262140.000000 Penalty: 13451.176758
	Iteration 0F: 3 clusters Score -1.326214e+07 nChanged 26037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -13276172.000000 Penalty: 13451.176758
	Iteration 1F: 3 clusters Score -1.327617e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -13277043.000000 Penalty: 13451.176758
	Iteration 2Q: 3 clusters Score -1.327704e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -13277746.000000 Penalty: 13451.176758
	Iteration 3Q: 3 clusters Score -1.327775e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -13278653.000000 Penalty: 13451.176758
	Iteration 4Q: 3 clusters Score -1.327865e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -13279477.000000 Penalty: 13451.176758
	Iteration 5Q: 3 clusters Score -1.327948e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -13280499.000000 Penalty: 13451.176758
	Iteration 6Q: 3 clusters Score -1.32805e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -13281784.000000 Penalty: 13451.176758
	Iteration 7Q: 3 clusters Score -1.328178e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -13283361.000000 Penalty: 13451.176758
	Iteration 8Q: 3 clusters Score -1.328336e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -13284954.000000 Penalty: 13451.176758
	Iteration 9F: 3 clusters Score -1.328495e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -13286606.000000 Penalty: 13451.176758
	Iteration 10F: 3 clusters Score -1.328661e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -13288073.000000 Penalty: 13451.176758
	Iteration 11Q: 3 clusters Score -1.328807e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -13289098.000000 Penalty: 13451.176758
	Iteration 12Q: 3 clusters Score -1.32891e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -13289747.000000 Penalty: 13451.176758
	Iteration 13Q: 3 clusters Score -1.328975e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -13290174.000000 Penalty: 13451.176758
	Iteration 14Q: 3 clusters Score -1.329017e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -13290470.000000 Penalty: 13451.176758
	Iteration 15Q: 3 clusters Score -1.329047e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -13290586.000000 Penalty: 13451.176758
	Iteration 16Q: 3 clusters Score -1.329059e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -13290629.000000 Penalty: 13451.176758
	Iteration 17Q: 3 clusters Score -1.329063e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -13290672.000000 Penalty: 13451.176758
	Iteration 18Q: 3 clusters Score -1.329067e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -13290740.000000 Penalty: 13451.176758
	Iteration 19Q: 3 clusters Score -1.329074e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -13290757.000000 Penalty: 13451.176758
	Iteration 20F: 3 clusters Score -1.329076e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -13290807.000000 Penalty: 13451.176758
	Iteration 21Q: 3 clusters Score -1.329081e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -13290817.000000 Penalty: 13451.176758
	Iteration 22Q: 3 clusters Score -1.329082e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -13290820.000000 Penalty: 13451.176758
	Iteration 23Q: 3 clusters Score -1.329082e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -13290849.000000 Penalty: 13451.176758
	Iteration 24Q: 3 clusters Score -1.329085e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -13290845.000000 Penalty: 13451.176758
	Iteration 25Q: 3 clusters Score -1.329084e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -13290855.000000 Penalty: 13451.176758
	Iteration 26Q: 3 clusters Score -1.329086e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -13290864.000000 Penalty: 13451.176758
	Iteration 27Q: 3 clusters Score -1.329086e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -13290870.000000 Penalty: 13451.176758
	Iteration 28Q: 3 clusters Score -1.329087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -13290887.000000 Penalty: 13451.176758
	Iteration 29Q: 3 clusters Score -1.329089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -13290883.000000 Penalty: 13451.176758
	Iteration 30Q: 3 clusters Score -1.329088e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -13290909.000000 Penalty: 13451.176758
	Iteration 31Q: 3 clusters Score -1.329091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -13290920.000000 Penalty: 13451.176758
	Iteration 32Q: 3 clusters Score -1.329092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -13290906.000000 Penalty: 13451.176758
	Iteration 33Q: 3 clusters Score -1.329091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -13290905.000000 Penalty: 13451.176758
	Iteration 34Q: 3 clusters Score -1.32909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -13290916.000000 Penalty: 13451.176758
	Iteration 35Q: 3 clusters Score -1.329092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -13290919.000000 Penalty: 13451.176758
	Iteration 36Q: 3 clusters Score -1.329092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -13290899.000000 Penalty: 13451.176758
	Iteration 37Q: 3 clusters Score -1.32909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -13290902.000000 Penalty: 13451.176758
	Iteration 38Q: 3 clusters Score -1.32909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -13290913.000000 Penalty: 13451.176758
	Iteration 39Q: 3 clusters Score -1.329091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -13290911.000000 Penalty: 13451.176758
	Iteration 40F: 3 clusters Score -1.329091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Entering Unmasked Estep 
Score: -3303513.250000 Penalty: 5869.760742
	Iteration 0F: 2 clusters Score -3303513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3290404.500000 Penalty: 11739.521484
	Iteration 0F: 3 clusters Score -3290404 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3293443.750000 Penalty: 11739.521484
	Iteration 1F: 3 clusters Score -3293444 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3293923.750000 Penalty: 11739.521484
	Iteration 2F: 3 clusters Score -3293924 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3294211.750000 Penalty: 11739.521484
	Iteration 3Q: 3 clusters Score -3294212 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3294369.500000 Penalty: 11739.521484
	Iteration 4Q: 3 clusters Score -3294370 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3294494.750000 Penalty: 11739.521484
	Iteration 5Q: 3 clusters Score -3294495 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3294610.000000 Penalty: 11739.521484
	Iteration 6Q: 3 clusters Score -3294610 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3294704.750000 Penalty: 11739.521484
	Iteration 7Q: 3 clusters Score -3294705 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3294782.250000 Penalty: 11739.521484
	Iteration 8Q: 3 clusters Score -3294782 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3294853.750000 Penalty: 11739.521484
	Iteration 9Q: 3 clusters Score -3294854 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -3294898.500000 Penalty: 11739.521484
	Iteration 10Q: 3 clusters Score -3294898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3294944.250000 Penalty: 11739.521484
	Iteration 11Q: 3 clusters Score -3294944 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3294978.250000 Penalty: 11739.521484
	Iteration 12Q: 3 clusters Score -3294978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3295024.750000 Penalty: 11739.521484
	Iteration 13Q: 3 clusters Score -3295025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3295051.000000 Penalty: 11739.521484
	Iteration 14Q: 3 clusters Score -3295051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3295100.500000 Penalty: 11739.521484
	Iteration 15Q: 3 clusters Score -3295100 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3295134.750000 Penalty: 11739.521484
	Iteration 16Q: 3 clusters Score -3295135 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3295179.000000 Penalty: 11739.521484
	Iteration 17Q: 3 clusters Score -3295179 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -3295233.250000 Penalty: 11739.521484
	Iteration 18Q: 3 clusters Score -3295233 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3295289.500000 Penalty: 11739.521484
	Iteration 19Q: 3 clusters Score -3295290 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3295341.250000 Penalty: 11739.521484
	Iteration 20F: 3 clusters Score -3295341 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3295392.250000 Penalty: 11739.521484
	Iteration 21Q: 3 clusters Score -3295392 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3295458.250000 Penalty: 11739.521484
	Iteration 22Q: 3 clusters Score -3295458 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -3295529.000000 Penalty: 11739.521484
	Iteration 23Q: 3 clusters Score -3295529 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -3295595.500000 Penalty: 11739.521484
	Iteration 24Q: 3 clusters Score -3295596 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3295694.000000 Penalty: 11739.521484
	Iteration 25Q: 3 clusters Score -3295694 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3295776.250000 Penalty: 11739.521484
	Iteration 26Q: 3 clusters Score -3295776 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3295881.750000 Penalty: 11739.521484
	Iteration 27Q: 3 clusters Score -3295882 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3295978.500000 Penalty: 11739.521484
	Iteration 28Q: 3 clusters Score -3295978 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3296101.750000 Penalty: 11739.521484
	Iteration 29Q: 3 clusters Score -3296102 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3296245.250000 Penalty: 11739.521484
	Iteration 30Q: 3 clusters Score -3296245 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3296387.250000 Penalty: 11739.521484
	Iteration 31Q: 3 clusters Score -3296387 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3296527.000000 Penalty: 11739.521484
	Iteration 32Q: 3 clusters Score -3296527 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3296669.250000 Penalty: 11739.521484
	Iteration 33Q: 3 clusters Score -3296669 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3296867.250000 Penalty: 11739.521484
	Iteration 34Q: 3 clusters Score -3296867 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3297040.250000 Penalty: 11739.521484
	Iteration 35Q: 3 clusters Score -3297040 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3297198.750000 Penalty: 11739.521484
	Iteration 36Q: 3 clusters Score -3297199 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3297334.750000 Penalty: 11739.521484
	Iteration 37Q: 3 clusters Score -3297335 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3297458.500000 Penalty: 11739.521484
	Iteration 38Q: 3 clusters Score -3297458 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3297572.000000 Penalty: 11739.521484
	Iteration 39Q: 3 clusters Score -3297572 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3297690.500000 Penalty: 11739.521484
	Iteration 40F: 3 clusters Score -3297690 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3297774.750000 Penalty: 11739.521484
	Iteration 41Q: 3 clusters Score -3297775 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3297851.250000 Penalty: 11739.521484
	Iteration 42Q: 3 clusters Score -3297851 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3297922.750000 Penalty: 11739.521484
	Iteration 43Q: 3 clusters Score -3297923 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3297997.250000 Penalty: 11739.521484
	Iteration 44Q: 3 clusters Score -3297997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3298051.500000 Penalty: 11739.521484
	Iteration 45Q: 3 clusters Score -3298052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3298100.750000 Penalty: 11739.521484
	Iteration 46Q: 3 clusters Score -3298101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3298142.000000 Penalty: 11739.521484
	Iteration 47Q: 3 clusters Score -3298142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3298164.000000 Penalty: 11739.521484
	Iteration 48Q: 3 clusters Score -3298164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3298190.750000 Penalty: 11739.521484
	Iteration 49Q: 3 clusters Score -3298191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3298211.750000 Penalty: 11739.521484
	Iteration 50Q: 3 clusters Score -3298212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3298226.750000 Penalty: 11739.521484
	Iteration 51Q: 3 clusters Score -3298227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3298235.750000 Penalty: 11739.521484
	Iteration 52Q: 3 clusters Score -3298236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3298252.750000 Penalty: 11739.521484
	Iteration 53Q: 3 clusters Score -3298253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3298255.750000 Penalty: 11739.521484
	Iteration 54Q: 3 clusters Score -3298256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3298261.750000 Penalty: 11739.521484
	Iteration 55Q: 3 clusters Score -3298262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3298269.750000 Penalty: 11739.521484
	Iteration 56Q: 3 clusters Score -3298270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3298275.000000 Penalty: 11739.521484
	Iteration 57Q: 3 clusters Score -3298275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3298286.250000 Penalty: 11739.521484
	Iteration 58Q: 3 clusters Score -3298286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3298287.000000 Penalty: 11739.521484
	Iteration 59Q: 3 clusters Score -3298287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3298293.250000 Penalty: 11739.521484
	Iteration 60F: 3 clusters Score -3298293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3298294.250000 Penalty: 11739.521484
	Iteration 61Q: 3 clusters Score -3298294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3298297.750000 Penalty: 11739.521484
	Iteration 62Q: 3 clusters Score -3298298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3298303.500000 Penalty: 11739.521484
	Iteration 63Q: 3 clusters Score -3298304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3298305.000000 Penalty: 11739.521484
	Iteration 64Q: 3 clusters Score -3298305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3298307.750000 Penalty: 11739.521484
	Iteration 65Q: 3 clusters Score -3298308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3298312.500000 Penalty: 11739.521484
	Iteration 66Q: 3 clusters Score -3298312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3298314.500000 Penalty: 11739.521484
	Iteration 67Q: 3 clusters Score -3298314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3298315.000000 Penalty: 11739.521484
	Iteration 68Q: 3 clusters Score -3298315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3298319.250000 Penalty: 11739.521484
	Iteration 69Q: 3 clusters Score -3298319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3298319.250000 Penalty: 11739.521484
	Iteration 70F: 3 clusters Score -3298319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Entering Unmasked Estep 
Score: -17318240.000000 Penalty: 6882.469238
	Iteration 0F: 2 clusters Score -1.731824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -17266198.000000 Penalty: 13764.938477
	Iteration 0F: 3 clusters Score -1.72662e+07 nChanged 34260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -17284260.000000 Penalty: 13764.938477
	Iteration 1F: 3 clusters Score -1.728426e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -17285208.000000 Penalty: 13764.938477
	Iteration 2Q: 3 clusters Score -1.728521e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -17286078.000000 Penalty: 13764.938477
	Iteration 3Q: 3 clusters Score -1.728608e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -17286912.000000 Penalty: 13764.938477
	Iteration 4Q: 3 clusters Score -1.728691e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -17287758.000000 Penalty: 13764.938477
	Iteration 5Q: 3 clusters Score -1.728776e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -17288770.000000 Penalty: 13764.938477
	Iteration 6Q: 3 clusters Score -1.728877e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -17290020.000000 Penalty: 13764.938477
	Iteration 7Q: 3 clusters Score -1.729002e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -17291490.000000 Penalty: 13764.938477
	Iteration 8Q: 3 clusters Score -1.729149e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -17293234.000000 Penalty: 13764.938477
	Iteration 9Q: 3 clusters Score -1.729323e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -17295152.000000 Penalty: 13764.938477
	Iteration 10F: 3 clusters Score -1.729515e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -17297380.000000 Penalty: 13764.938477
	Iteration 11F: 3 clusters Score -1.729738e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -17299160.000000 Penalty: 13764.938477
	Iteration 12F: 3 clusters Score -1.729916e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -17300770.000000 Penalty: 13764.938477
	Iteration 13Q: 3 clusters Score -1.730077e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -17302028.000000 Penalty: 13764.938477
	Iteration 14Q: 3 clusters Score -1.730203e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 58730 members 
Entering Unmasked Estep 
Score: -17303140.000000 Penalty: 13764.938477
	Iteration 15Q: 3 clusters Score -1.730314e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -17304130.000000 Penalty: 13764.938477
	Iteration 16Q: 3 clusters Score -1.730413e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -17305088.000000 Penalty: 13764.938477
	Iteration 17Q: 3 clusters Score -1.730509e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -17305918.000000 Penalty: 13764.938477
	Iteration 18Q: 3 clusters Score -1.730592e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -17306944.000000 Penalty: 13764.938477
	Iteration 19Q: 3 clusters Score -1.730694e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -17307880.000000 Penalty: 13764.938477
	Iteration 20F: 3 clusters Score -1.730788e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -17308736.000000 Penalty: 13764.938477
	Iteration 21Q: 3 clusters Score -1.730874e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -17309526.000000 Penalty: 13764.938477
	Iteration 22Q: 3 clusters Score -1.730953e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -17310230.000000 Penalty: 13764.938477
	Iteration 23Q: 3 clusters Score -1.731023e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -17310800.000000 Penalty: 13764.938477
	Iteration 24Q: 3 clusters Score -1.73108e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -17311362.000000 Penalty: 13764.938477
	Iteration 25Q: 3 clusters Score -1.731136e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -17311738.000000 Penalty: 13764.938477
	Iteration 26Q: 3 clusters Score -1.731174e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -17311970.000000 Penalty: 13764.938477
	Iteration 27Q: 3 clusters Score -1.731197e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -17312208.000000 Penalty: 13764.938477
	Iteration 28Q: 3 clusters Score -1.731221e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -17312392.000000 Penalty: 13764.938477
	Iteration 29Q: 3 clusters Score -1.731239e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -17312502.000000 Penalty: 13764.938477
	Iteration 30Q: 3 clusters Score -1.73125e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -17312580.000000 Penalty: 13764.938477
	Iteration 31Q: 3 clusters Score -1.731258e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -17312616.000000 Penalty: 13764.938477
	Iteration 32Q: 3 clusters Score -1.731262e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -17312662.000000 Penalty: 13764.938477
	Iteration 33Q: 3 clusters Score -1.731266e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -17312718.000000 Penalty: 13764.938477
	Iteration 34Q: 3 clusters Score -1.731272e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -17312780.000000 Penalty: 13764.938477
	Iteration 35Q: 3 clusters Score -1.731278e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -17312802.000000 Penalty: 13764.938477
	Iteration 36Q: 3 clusters Score -1.73128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 74549 members 
Entering Unmasked Estep 
Score: -17312814.000000 Penalty: 13764.938477
	Iteration 37Q: 3 clusters Score -1.731281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -17312820.000000 Penalty: 13764.938477
	Iteration 38Q: 3 clusters Score -1.731282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -17312850.000000 Penalty: 13764.938477
	Iteration 39Q: 3 clusters Score -1.731285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -17312864.000000 Penalty: 13764.938477
	Iteration 40F: 3 clusters Score -1.731286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
Score: -17312880.000000 Penalty: 13764.938477
	Iteration 41Q: 3 clusters Score -1.731288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 74603 members 
Entering Unmasked Estep 
Score: -17312880.000000 Penalty: 13764.938477
	Iteration 42Q: 3 clusters Score -1.731288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -17312890.000000 Penalty: 13764.938477
	Iteration 43Q: 3 clusters Score -1.731289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -17312896.000000 Penalty: 13764.938477
	Iteration 44Q: 3 clusters Score -1.73129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -17312908.000000 Penalty: 13764.938477
	Iteration 45Q: 3 clusters Score -1.731291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -17312918.000000 Penalty: 13764.938477
	Iteration 46Q: 3 clusters Score -1.731292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -17312938.000000 Penalty: 13764.938477
	Iteration 47Q: 3 clusters Score -1.731294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -17312934.000000 Penalty: 13764.938477
	Iteration 48Q: 3 clusters Score -1.731293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -17312934.000000 Penalty: 13764.938477
	Iteration 49Q: 3 clusters Score -1.731293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -17312928.000000 Penalty: 13764.938477
	Iteration 50Q: 3 clusters Score -1.731293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -17312940.000000 Penalty: 13764.938477
	Iteration 51Q: 3 clusters Score -1.731294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -17312948.000000 Penalty: 13764.938477
	Iteration 52Q: 3 clusters Score -1.731295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
Score: -17312944.000000 Penalty: 13764.938477
	Iteration 53Q: 3 clusters Score -1.731294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -17312936.000000 Penalty: 13764.938477
	Iteration 54Q: 3 clusters Score -1.731294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -17312944.000000 Penalty: 13764.938477
	Iteration 55Q: 3 clusters Score -1.731294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -17312944.000000 Penalty: 13764.938477
	Iteration 56Q: 3 clusters Score -1.731294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -17312944.000000 Penalty: 13764.938477
	Iteration 57F: 3 clusters Score -1.731294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (73916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Entering Unmasked Estep 
Score: -16926562.000000 Penalty: 6866.544434
	Iteration 0F: 2 clusters Score -1.692656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -16875552.000000 Penalty: 13733.088867
	Iteration 0F: 3 clusters Score -1.687555e+07 nChanged 33275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -16893902.000000 Penalty: 13733.088867
	Iteration 1F: 3 clusters Score -1.68939e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -16895010.000000 Penalty: 13733.088867
	Iteration 2Q: 3 clusters Score -1.689501e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -16896140.000000 Penalty: 13733.088867
	Iteration 3Q: 3 clusters Score -1.689614e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -16897224.000000 Penalty: 13733.088867
	Iteration 4Q: 3 clusters Score -1.689722e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -16898336.000000 Penalty: 13733.088867
	Iteration 5Q: 3 clusters Score -1.689834e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -16899860.000000 Penalty: 13733.088867
	Iteration 6Q: 3 clusters Score -1.689986e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -16901980.000000 Penalty: 13733.088867
	Iteration 7Q: 3 clusters Score -1.690198e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -16904746.000000 Penalty: 13733.088867
	Iteration 8F: 3 clusters Score -1.690475e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -16908602.000000 Penalty: 13733.088867
	Iteration 9F: 3 clusters Score -1.69086e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -16913116.000000 Penalty: 13733.088867
	Iteration 10F: 3 clusters Score -1.691312e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -16917468.000000 Penalty: 13733.088867
	Iteration 11F: 3 clusters Score -1.691747e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -16920816.000000 Penalty: 13733.088867
	Iteration 12F: 3 clusters Score -1.692082e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -16923004.000000 Penalty: 13733.088867
	Iteration 13Q: 3 clusters Score -1.6923e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -16924662.000000 Penalty: 13733.088867
	Iteration 14Q: 3 clusters Score -1.692466e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -16925744.000000 Penalty: 13733.088867
	Iteration 15Q: 3 clusters Score -1.692574e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -16926528.000000 Penalty: 13733.088867
	Iteration 16Q: 3 clusters Score -1.692653e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -16926888.000000 Penalty: 13733.088867
	Iteration 17Q: 3 clusters Score -1.692689e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -16927124.000000 Penalty: 13733.088867
	Iteration 18Q: 3 clusters Score -1.692712e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -16927216.000000 Penalty: 13733.088867
	Iteration 19Q: 3 clusters Score -1.692722e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -16927274.000000 Penalty: 13733.088867
	Iteration 20F: 3 clusters Score -1.692727e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -16927296.000000 Penalty: 13733.088867
	Iteration 21Q: 3 clusters Score -1.69273e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -16927336.000000 Penalty: 13733.088867
	Iteration 22Q: 3 clusters Score -1.692734e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -16927370.000000 Penalty: 13733.088867
	Iteration 23Q: 3 clusters Score -1.692737e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -16927358.000000 Penalty: 13733.088867
	Iteration 24Q: 3 clusters Score -1.692736e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -16927380.000000 Penalty: 13733.088867
	Iteration 25Q: 3 clusters Score -1.692738e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -16927380.000000 Penalty: 13733.088867
	Iteration 26Q: 3 clusters Score -1.692738e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -16927398.000000 Penalty: 13733.088867
	Iteration 27Q: 3 clusters Score -1.69274e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -16927434.000000 Penalty: 13733.088867
	Iteration 28Q: 3 clusters Score -1.692743e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -16927436.000000 Penalty: 13733.088867
	Iteration 29Q: 3 clusters Score -1.692744e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -16927442.000000 Penalty: 13733.088867
	Iteration 30Q: 3 clusters Score -1.692744e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -16927452.000000 Penalty: 13733.088867
	Iteration 31Q: 3 clusters Score -1.692745e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -16927460.000000 Penalty: 13733.088867
	Iteration 32Q: 3 clusters Score -1.692746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -16927450.000000 Penalty: 13733.088867
	Iteration 33Q: 3 clusters Score -1.692745e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -16927440.000000 Penalty: 13733.088867
	Iteration 34Q: 3 clusters Score -1.692744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -16927432.000000 Penalty: 13733.088867
	Iteration 35Q: 3 clusters Score -1.692743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -16927424.000000 Penalty: 13733.088867
	Iteration 36Q: 3 clusters Score -1.692742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -16927432.000000 Penalty: 13733.088867
	Iteration 37Q: 3 clusters Score -1.692743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -16927442.000000 Penalty: 13733.088867
	Iteration 38Q: 3 clusters Score -1.692744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -16927458.000000 Penalty: 13733.088867
	Iteration 39Q: 3 clusters Score -1.692746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -16927450.000000 Penalty: 13733.088867
	Iteration 40F: 3 clusters Score -1.692745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -16927466.000000 Penalty: 13733.088867
	Iteration 41Q: 3 clusters Score -1.692747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -16927464.000000 Penalty: 13733.088867
	Iteration 42Q: 3 clusters Score -1.692746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -16927470.000000 Penalty: 13733.088867
	Iteration 43Q: 3 clusters Score -1.692747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -16927466.000000 Penalty: 13733.088867
	Iteration 44Q: 3 clusters Score -1.692747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -16927462.000000 Penalty: 13733.088867
	Iteration 45Q: 3 clusters Score -1.692746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -16927468.000000 Penalty: 13733.088867
	Iteration 46Q: 3 clusters Score -1.692747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -16927468.000000 Penalty: 13733.088867
	Iteration 47Q: 3 clusters Score -1.692747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -16927474.000000 Penalty: 13733.088867
	Iteration 48Q: 3 clusters Score -1.692747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -16927464.000000 Penalty: 13733.088867
	Iteration 49Q: 3 clusters Score -1.692746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -16927470.000000 Penalty: 13733.088867
	Iteration 50Q: 3 clusters Score -1.692747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -16927488.000000 Penalty: 13733.088867
	Iteration 51Q: 3 clusters Score -1.692749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -16927486.000000 Penalty: 13733.088867
	Iteration 52Q: 3 clusters Score -1.692749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -16927494.000000 Penalty: 13733.088867
	Iteration 53Q: 3 clusters Score -1.692749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -16927502.000000 Penalty: 13733.088867
	Iteration 54Q: 3 clusters Score -1.69275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -16927484.000000 Penalty: 13733.088867
	Iteration 55Q: 3 clusters Score -1.692748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -16927494.000000 Penalty: 13733.088867
	Iteration 56Q: 3 clusters Score -1.692749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -16927488.000000 Penalty: 13733.088867
	Iteration 57Q: 3 clusters Score -1.692749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -16927490.000000 Penalty: 13733.088867
	Iteration 58Q: 3 clusters Score -1.692749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -16927502.000000 Penalty: 13733.088867
	Iteration 59Q: 3 clusters Score -1.69275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -16927490.000000 Penalty: 13733.088867
	Iteration 60F: 3 clusters Score -1.692749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -16927492.000000 Penalty: 13733.088867
	Iteration 61Q: 3 clusters Score -1.692749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -16927492.000000 Penalty: 13733.088867
	Iteration 62F: 3 clusters Score -1.692749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145601 members 
Mstep: Class 3 contains 32395 members 
Mstep: Class 4 contains 65110 members 
Mstep: Class 5 contains 64625 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 23267 members 
Mstep: Class 8 contains 17147 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36494 members 
Mstep: Class 11 contains 124879 members 
Mstep: Class 12 contains 41426 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9362 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 10008 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71886 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58721 members 
Mstep: Class 23 contains 14520 members 
Mstep: Class 24 contains 75863 members 
Mstep: Class 25 contains 46411 members 
Mstep: Class 26 contains 14887 members 
Mstep: Class 27 contains 92196 members 
Mstep: Class 28 contains 36002 members 
Mstep: Class 29 contains 14029 members 
Mstep: Class 30 contains 27505 members 
Entering Unmasked Estep 
Score: -272445536.000000 Penalty: 257475.359375
Splitting cluster 25 changes total score from -272443680.000000 to -272445536.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 26 (14887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Entering Unmasked Estep 
Score: -3275281.750000 Penalty: 5885.049316
	Iteration 0F: 2 clusters Score -3275282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3261932.250000 Penalty: 11770.098633
	Iteration 0F: 3 clusters Score -3261932 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3265302.000000 Penalty: 11770.098633
	Iteration 1F: 3 clusters Score -3265302 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3265960.000000 Penalty: 11770.098633
	Iteration 2F: 3 clusters Score -3265960 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3266431.250000 Penalty: 11770.098633
	Iteration 3F: 3 clusters Score -3266431 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3266795.750000 Penalty: 11770.098633
	Iteration 4Q: 3 clusters Score -3266796 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3267197.250000 Penalty: 11770.098633
	Iteration 5Q: 3 clusters Score -3267197 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3267653.750000 Penalty: 11770.098633
	Iteration 6Q: 3 clusters Score -3267654 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3268146.000000 Penalty: 11770.098633
	Iteration 7Q: 3 clusters Score -3268146 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3268713.000000 Penalty: 11770.098633
	Iteration 8Q: 3 clusters Score -3268713 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3269313.250000 Penalty: 11770.098633
	Iteration 9Q: 3 clusters Score -3269313 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3269931.750000 Penalty: 11770.098633
	Iteration 10Q: 3 clusters Score -3269932 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3270463.250000 Penalty: 11770.098633
	Iteration 11Q: 3 clusters Score -3270463 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3270862.500000 Penalty: 11770.098633
	Iteration 12Q: 3 clusters Score -3270862 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3271163.250000 Penalty: 11770.098633
	Iteration 13Q: 3 clusters Score -3271163 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3271399.500000 Penalty: 11770.098633
	Iteration 14Q: 3 clusters Score -3271400 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3271575.500000 Penalty: 11770.098633
	Iteration 15Q: 3 clusters Score -3271576 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3271704.000000 Penalty: 11770.098633
	Iteration 16Q: 3 clusters Score -3271704 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3271806.250000 Penalty: 11770.098633
	Iteration 17Q: 3 clusters Score -3271806 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3271883.000000 Penalty: 11770.098633
	Iteration 18Q: 3 clusters Score -3271883 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3271955.500000 Penalty: 11770.098633
	Iteration 19Q: 3 clusters Score -3271956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3272014.750000 Penalty: 11770.098633
	Iteration 20F: 3 clusters Score -3272015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3272038.500000 Penalty: 11770.098633
	Iteration 21Q: 3 clusters Score -3272038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3272048.000000 Penalty: 11770.098633
	Iteration 22Q: 3 clusters Score -3272048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3272064.000000 Penalty: 11770.098633
	Iteration 23Q: 3 clusters Score -3272064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3272084.750000 Penalty: 11770.098633
	Iteration 24Q: 3 clusters Score -3272085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3272088.500000 Penalty: 11770.098633
	Iteration 25Q: 3 clusters Score -3272088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3272083.250000 Penalty: 11770.098633
	Iteration 26Q: 3 clusters Score -3272083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3272084.500000 Penalty: 11770.098633
	Iteration 27Q: 3 clusters Score -3272084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3272087.000000 Penalty: 11770.098633
	Iteration 28Q: 3 clusters Score -3272087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3272093.500000 Penalty: 11770.098633
	Iteration 29Q: 3 clusters Score -3272094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3272096.000000 Penalty: 11770.098633
	Iteration 30Q: 3 clusters Score -3272096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3272093.750000 Penalty: 11770.098633
	Iteration 31Q: 3 clusters Score -3272094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3272102.250000 Penalty: 11770.098633
	Iteration 32Q: 3 clusters Score -3272102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3272104.500000 Penalty: 11770.098633
	Iteration 33Q: 3 clusters Score -3272104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3272102.000000 Penalty: 11770.098633
	Iteration 34Q: 3 clusters Score -3272102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3272102.250000 Penalty: 11770.098633
	Iteration 35Q: 3 clusters Score -3272102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3272103.000000 Penalty: 11770.098633
	Iteration 36Q: 3 clusters Score -3272103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3272105.500000 Penalty: 11770.098633
	Iteration 37Q: 3 clusters Score -3272106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3272103.750000 Penalty: 11770.098633
	Iteration 38Q: 3 clusters Score -3272104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3272103.750000 Penalty: 11770.098633
	Iteration 39F: 3 clusters Score -3272104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (92196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92196 members 
Entering Unmasked Estep 
Score: -21244020.000000 Penalty: 7001.898926
	Iteration 0F: 2 clusters Score -2.124402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -21181902.000000 Penalty: 14003.797852
	Iteration 0F: 3 clusters Score -2.11819e+07 nChanged 41773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -21204772.000000 Penalty: 14003.797852
	Iteration 1F: 3 clusters Score -2.120477e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -21205870.000000 Penalty: 14003.797852
	Iteration 2Q: 3 clusters Score -2.120587e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -21207104.000000 Penalty: 14003.797852
	Iteration 3Q: 3 clusters Score -2.12071e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -21208514.000000 Penalty: 14003.797852
	Iteration 4Q: 3 clusters Score -2.120851e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -21210518.000000 Penalty: 14003.797852
	Iteration 5Q: 3 clusters Score -2.121052e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -21213152.000000 Penalty: 14003.797852
	Iteration 6F: 3 clusters Score -2.121315e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -21216832.000000 Penalty: 14003.797852
	Iteration 7F: 3 clusters Score -2.121683e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -21221404.000000 Penalty: 14003.797852
	Iteration 8F: 3 clusters Score -2.12214e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -21226422.000000 Penalty: 14003.797852
	Iteration 9F: 3 clusters Score -2.122642e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -21231016.000000 Penalty: 14003.797852
	Iteration 10F: 3 clusters Score -2.123102e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -21234290.000000 Penalty: 14003.797852
	Iteration 11Q: 3 clusters Score -2.123429e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -21236042.000000 Penalty: 14003.797852
	Iteration 12Q: 3 clusters Score -2.123604e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -21236880.000000 Penalty: 14003.797852
	Iteration 13Q: 3 clusters Score -2.123688e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21237330.000000 Penalty: 14003.797852
	Iteration 14Q: 3 clusters Score -2.123733e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21237544.000000 Penalty: 14003.797852
	Iteration 15Q: 3 clusters Score -2.123754e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -21237674.000000 Penalty: 14003.797852
	Iteration 16Q: 3 clusters Score -2.123767e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -21237752.000000 Penalty: 14003.797852
	Iteration 17Q: 3 clusters Score -2.123775e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -21237776.000000 Penalty: 14003.797852
	Iteration 18Q: 3 clusters Score -2.123778e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -21237830.000000 Penalty: 14003.797852
	Iteration 19Q: 3 clusters Score -2.123783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21237852.000000 Penalty: 14003.797852
	Iteration 20F: 3 clusters Score -2.123785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -21237852.000000 Penalty: 14003.797852
	Iteration 21Q: 3 clusters Score -2.123785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91448 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -21237856.000000 Penalty: 14003.797852
	Iteration 22Q: 3 clusters Score -2.123786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -21237856.000000 Penalty: 14003.797852
	Iteration 23Q: 3 clusters Score -2.123786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -21237896.000000 Penalty: 14003.797852
	Iteration 24Q: 3 clusters Score -2.12379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91464 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21237872.000000 Penalty: 14003.797852
	Iteration 25Q: 3 clusters Score -2.123787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91467 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -21237872.000000 Penalty: 14003.797852
	Iteration 26Q: 3 clusters Score -2.123787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -21237868.000000 Penalty: 14003.797852
	Iteration 27Q: 3 clusters Score -2.123787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91472 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21237886.000000 Penalty: 14003.797852
	Iteration 28Q: 3 clusters Score -2.123789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -21237882.000000 Penalty: 14003.797852
	Iteration 29Q: 3 clusters Score -2.123788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91476 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -21237884.000000 Penalty: 14003.797852
	Iteration 30Q: 3 clusters Score -2.123788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91479 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -21237878.000000 Penalty: 14003.797852
	Iteration 31Q: 3 clusters Score -2.123788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -21237878.000000 Penalty: 14003.797852
	Iteration 32Q: 3 clusters Score -2.123788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -21237900.000000 Penalty: 14003.797852
	Iteration 33Q: 3 clusters Score -2.12379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -21237896.000000 Penalty: 14003.797852
	Iteration 34Q: 3 clusters Score -2.12379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -21237894.000000 Penalty: 14003.797852
	Iteration 35Q: 3 clusters Score -2.123789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21237894.000000 Penalty: 14003.797852
	Iteration 36Q: 3 clusters Score -2.123789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21237894.000000 Penalty: 14003.797852
	Iteration 37F: 3 clusters Score -2.123789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (36002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Entering Unmasked Estep 
Score: -8194225.500000 Penalty: 6425.939941
	Iteration 0F: 2 clusters Score -8194226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -8167623.500000 Penalty: 12851.879883
	Iteration 0F: 3 clusters Score -8167624 nChanged 15258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -8175496.500000 Penalty: 12851.879883
	Iteration 1F: 3 clusters Score -8175496 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -8176335.500000 Penalty: 12851.879883
	Iteration 2F: 3 clusters Score -8176336 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -8177077.000000 Penalty: 12851.879883
	Iteration 3Q: 3 clusters Score -8177077 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -8177679.500000 Penalty: 12851.879883
	Iteration 4Q: 3 clusters Score -8177680 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -8178394.000000 Penalty: 12851.879883
	Iteration 5Q: 3 clusters Score -8178394 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -8179201.500000 Penalty: 12851.879883
	Iteration 6Q: 3 clusters Score -8179202 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -8180203.000000 Penalty: 12851.879883
	Iteration 7Q: 3 clusters Score -8180203 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -8181606.000000 Penalty: 12851.879883
	Iteration 8F: 3 clusters Score -8181606 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -8183171.000000 Penalty: 12851.879883
	Iteration 9F: 3 clusters Score -8183171 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -8184795.000000 Penalty: 12851.879883
	Iteration 10F: 3 clusters Score -8184795 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -8186067.500000 Penalty: 12851.879883
	Iteration 11Q: 3 clusters Score -8186068 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8186967.000000 Penalty: 12851.879883
	Iteration 12Q: 3 clusters Score -8186967 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8187586.000000 Penalty: 12851.879883
	Iteration 13Q: 3 clusters Score -8187586 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8187982.500000 Penalty: 12851.879883
	Iteration 14Q: 3 clusters Score -8187982 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8188174.000000 Penalty: 12851.879883
	Iteration 15Q: 3 clusters Score -8188174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8188290.500000 Penalty: 12851.879883
	Iteration 16Q: 3 clusters Score -8188290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8188382.500000 Penalty: 12851.879883
	Iteration 17Q: 3 clusters Score -8188382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8188441.500000 Penalty: 12851.879883
	Iteration 18Q: 3 clusters Score -8188442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8188482.500000 Penalty: 12851.879883
	Iteration 19Q: 3 clusters Score -8188482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8188508.000000 Penalty: 12851.879883
	Iteration 20F: 3 clusters Score -8188508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8188522.000000 Penalty: 12851.879883
	Iteration 21Q: 3 clusters Score -8188522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8188531.500000 Penalty: 12851.879883
	Iteration 22Q: 3 clusters Score -8188532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8188546.000000 Penalty: 12851.879883
	Iteration 23Q: 3 clusters Score -8188546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8188569.000000 Penalty: 12851.879883
	Iteration 24Q: 3 clusters Score -8188569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8188577.500000 Penalty: 12851.879883
	Iteration 25Q: 3 clusters Score -8188578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8188583.500000 Penalty: 12851.879883
	Iteration 26Q: 3 clusters Score -8188584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8188584.500000 Penalty: 12851.879883
	Iteration 27Q: 3 clusters Score -8188584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8188586.500000 Penalty: 12851.879883
	Iteration 28Q: 3 clusters Score -8188586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8188588.500000 Penalty: 12851.879883
	Iteration 29Q: 3 clusters Score -8188588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8188588.500000 Penalty: 12851.879883
	Iteration 30F: 3 clusters Score -8188588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145601 members 
Mstep: Class 3 contains 32395 members 
Mstep: Class 4 contains 65110 members 
Mstep: Class 5 contains 64625 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 23267 members 
Mstep: Class 8 contains 17147 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36494 members 
Mstep: Class 11 contains 124879 members 
Mstep: Class 12 contains 41426 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9362 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 10008 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 71886 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58721 members 
Mstep: Class 23 contains 14520 members 
Mstep: Class 24 contains 75863 members 
Mstep: Class 25 contains 46411 members 
Mstep: Class 26 contains 14887 members 
Mstep: Class 27 contains 92196 members 
Mstep: Class 28 contains 36002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272448256.000000 Penalty: 257475.359375
Iteration 199Q: 31 clusters Score -2.724483e+08 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145700 members 
Mstep: Class 3 contains 32309 members 
Mstep: Class 4 contains 65137 members 
Mstep: Class 5 contains 65080 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 23271 members 
Mstep: Class 8 contains 17361 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36423 members 
Mstep: Class 11 contains 124879 members 
Mstep: Class 12 contains 41702 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 16318 members 
Mstep: Class 18 contains 10044 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 72434 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58720 members 
Mstep: Class 23 contains 14522 members 
Mstep: Class 24 contains 75862 members 
Mstep: Class 25 contains 46081 members 
Mstep: Class 26 contains 14904 members 
Mstep: Class 27 contains 92205 members 
Mstep: Class 28 contains 36114 members 
Mstep: Class 29 contains 13453 members 
Mstep: Class 30 contains 26413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451264.000000 Penalty: 257475.359375
Iteration 200F: 31 clusters Score -2.724513e+08 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 145604 members 
Mstep: Class 3 contains 32291 members 
Mstep: Class 4 contains 65112 members 
Mstep: Class 5 contains 64989 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 23279 members 
Mstep: Class 8 contains 17317 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36333 members 
Mstep: Class 11 contains 124893 members 
Mstep: Class 12 contains 41604 members 
Mstep: Class 13 contains 12946 members 
Mstep: Class 14 contains 13537 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 16429 members 
Mstep: Class 18 contains 10020 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 71474 members 
Mstep: Class 21 contains 117838 members 
Mstep: Class 22 contains 58715 members 
Mstep: Class 23 contains 14528 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45855 members 
Mstep: Class 26 contains 14874 members 
Mstep: Class 27 contains 92187 members 
Mstep: Class 28 contains 36136 members 
Mstep: Class 29 contains 13834 members 
Mstep: Class 30 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451616.000000 Penalty: 257475.359375
Iteration 201Q: 31 clusters Score -2.724516e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145574 members 
Mstep: Class 3 contains 32298 members 
Mstep: Class 4 contains 65103 members 
Mstep: Class 5 contains 64984 members 
Mstep: Class 6 contains 9293 members 
Mstep: Class 7 contains 23289 members 
Mstep: Class 8 contains 17292 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36272 members 
Mstep: Class 11 contains 124896 members 
Mstep: Class 12 contains 41522 members 
Mstep: Class 13 contains 12938 members 
Mstep: Class 14 contains 13541 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 18 contains 10032 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 70719 members 
Mstep: Class 21 contains 117840 members 
Mstep: Class 22 contains 58709 members 
Mstep: Class 23 contains 14528 members 
Mstep: Class 24 contains 75879 members 
Mstep: Class 25 contains 45785 members 
Mstep: Class 26 contains 14868 members 
Mstep: Class 27 contains 92157 members 
Mstep: Class 28 contains 36168 members 
Mstep: Class 29 contains 13999 members 
Mstep: Class 30 contains 28397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452032.000000 Penalty: 257475.359375
Iteration 202Q: 31 clusters Score -2.72452e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145566 members 
Mstep: Class 3 contains 32306 members 
Mstep: Class 4 contains 65110 members 
Mstep: Class 5 contains 64969 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 23293 members 
Mstep: Class 8 contains 17273 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36238 members 
Mstep: Class 11 contains 124902 members 
Mstep: Class 12 contains 41439 members 
Mstep: Class 13 contains 12928 members 
Mstep: Class 14 contains 13539 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 16533 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 70082 members 
Mstep: Class 21 contains 117841 members 
Mstep: Class 22 contains 58698 members 
Mstep: Class 23 contains 14530 members 
Mstep: Class 24 contains 75875 members 
Mstep: Class 25 contains 45774 members 
Mstep: Class 26 contains 14876 members 
Mstep: Class 27 contains 92134 members 
Mstep: Class 28 contains 36208 members 
Mstep: Class 29 contains 14121 members 
Mstep: Class 30 contains 28996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452320.000000 Penalty: 257475.359375
Iteration 203Q: 31 clusters Score -2.724523e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145566 members 
Mstep: Class 3 contains 32299 members 
Mstep: Class 4 contains 65114 members 
Mstep: Class 5 contains 64969 members 
Mstep: Class 6 contains 9284 members 
Mstep: Class 7 contains 23301 members 
Mstep: Class 8 contains 17268 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36209 members 
Mstep: Class 11 contains 124904 members 
Mstep: Class 12 contains 41379 members 
Mstep: Class 13 contains 12925 members 
Mstep: Class 14 contains 13537 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 16552 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 69557 members 
Mstep: Class 21 contains 117837 members 
Mstep: Class 22 contains 58693 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 75877 members 
Mstep: Class 25 contains 45765 members 
Mstep: Class 26 contains 14873 members 
Mstep: Class 27 contains 92127 members 
Mstep: Class 28 contains 36234 members 
Mstep: Class 29 contains 14205 members 
Mstep: Class 30 contains 29507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452352.000000 Penalty: 257475.359375
Iteration 204Q: 31 clusters Score -2.724524e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145565 members 
Mstep: Class 3 contains 32298 members 
Mstep: Class 4 contains 65121 members 
Mstep: Class 5 contains 64985 members 
Mstep: Class 6 contains 9285 members 
Mstep: Class 7 contains 23315 members 
Mstep: Class 8 contains 17249 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 36177 members 
Mstep: Class 11 contains 124909 members 
Mstep: Class 12 contains 41303 members 
Mstep: Class 13 contains 12922 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9358 members 
Mstep: Class 17 contains 16566 members 
Mstep: Class 18 contains 10074 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 69106 members 
Mstep: Class 21 contains 117827 members 
Mstep: Class 22 contains 58688 members 
Mstep: Class 23 contains 14530 members 
Mstep: Class 24 contains 75876 members 
Mstep: Class 25 contains 45750 members 
Mstep: Class 26 contains 14883 members 
Mstep: Class 27 contains 92127 members 
Mstep: Class 28 contains 36253 members 
Mstep: Class 29 contains 14254 members 
Mstep: Class 30 contains 29975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452384.000000 Penalty: 257475.359375
Iteration 205Q: 31 clusters Score -2.724524e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145572 members 
Mstep: Class 3 contains 32292 members 
Mstep: Class 4 contains 65128 members 
Mstep: Class 5 contains 64999 members 
Mstep: Class 6 contains 9287 members 
Mstep: Class 7 contains 23322 members 
Mstep: Class 8 contains 17242 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 36148 members 
Mstep: Class 11 contains 124907 members 
Mstep: Class 12 contains 41212 members 
Mstep: Class 13 contains 12922 members 
Mstep: Class 14 contains 13533 members 
Mstep: Class 15 contains 15926 members 
Mstep: Class 16 contains 9359 members 
Mstep: Class 17 contains 16575 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 68710 members 
Mstep: Class 21 contains 117821 members 
Mstep: Class 22 contains 58683 members 
Mstep: Class 23 contains 14530 members 
Mstep: Class 24 contains 75876 members 
Mstep: Class 25 contains 45743 members 
Mstep: Class 26 contains 14894 members 
Mstep: Class 27 contains 92128 members 
Mstep: Class 28 contains 36276 members 
Mstep: Class 29 contains 14291 members 
Mstep: Class 30 contains 30388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452544.000000 Penalty: 257475.359375
Iteration 206Q: 31 clusters Score -2.724525e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145567 members 
Mstep: Class 3 contains 32290 members 
Mstep: Class 4 contains 65130 members 
Mstep: Class 5 contains 64995 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 23321 members 
Mstep: Class 8 contains 17242 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36146 members 
Mstep: Class 11 contains 124904 members 
Mstep: Class 12 contains 41124 members 
Mstep: Class 13 contains 12921 members 
Mstep: Class 14 contains 13535 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 9362 members 
Mstep: Class 17 contains 16580 members 
Mstep: Class 18 contains 10114 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 68375 members 
Mstep: Class 21 contains 117821 members 
Mstep: Class 22 contains 58677 members 
Mstep: Class 23 contains 14533 members 
Mstep: Class 24 contains 75877 members 
Mstep: Class 25 contains 45751 members 
Mstep: Class 26 contains 14901 members 
Mstep: Class 27 contains 92127 members 
Mstep: Class 28 contains 36301 members 
Mstep: Class 29 contains 14314 members 
Mstep: Class 30 contains 30736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452256.000000 Penalty: 257475.359375
Iteration 207Q: 31 clusters Score -2.724523e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145574 members 
Mstep: Class 3 contains 32302 members 
Mstep: Class 4 contains 65136 members 
Mstep: Class 5 contains 65025 members 
Mstep: Class 6 contains 9284 members 
Mstep: Class 7 contains 23323 members 
Mstep: Class 8 contains 17244 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36144 members 
Mstep: Class 11 contains 124901 members 
Mstep: Class 12 contains 41031 members 
Mstep: Class 13 contains 12920 members 
Mstep: Class 14 contains 13535 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 16582 members 
Mstep: Class 18 contains 10117 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 68082 members 
Mstep: Class 21 contains 117822 members 
Mstep: Class 22 contains 58670 members 
Mstep: Class 23 contains 14532 members 
Mstep: Class 24 contains 75872 members 
Mstep: Class 25 contains 45749 members 
Mstep: Class 26 contains 14901 members 
Mstep: Class 27 contains 92132 members 
Mstep: Class 28 contains 36320 members 
Mstep: Class 29 contains 14330 members 
Mstep: Class 30 contains 31037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452032.000000 Penalty: 257475.359375
Iteration 208Q: 31 clusters Score -2.72452e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145577 members 
Mstep: Class 3 contains 32304 members 
Mstep: Class 4 contains 65139 members 
Mstep: Class 5 contains 65033 members 
Mstep: Class 6 contains 9282 members 
Mstep: Class 7 contains 23328 members 
Mstep: Class 8 contains 17243 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36136 members 
Mstep: Class 11 contains 124891 members 
Mstep: Class 12 contains 40944 members 
Mstep: Class 13 contains 12916 members 
Mstep: Class 14 contains 13533 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16580 members 
Mstep: Class 18 contains 10130 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 67827 members 
Mstep: Class 21 contains 117824 members 
Mstep: Class 22 contains 58667 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 75872 members 
Mstep: Class 25 contains 45754 members 
Mstep: Class 26 contains 14901 members 
Mstep: Class 27 contains 92127 members 
Mstep: Class 28 contains 36342 members 
Mstep: Class 29 contains 14341 members 
Mstep: Class 30 contains 31339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452512.000000 Penalty: 257475.359375
Iteration 209Q: 31 clusters Score -2.724525e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145587 members 
Mstep: Class 3 contains 32305 members 
Mstep: Class 4 contains 65139 members 
Mstep: Class 5 contains 65046 members 
Mstep: Class 6 contains 9277 members 
Mstep: Class 7 contains 23329 members 
Mstep: Class 8 contains 17240 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36130 members 
Mstep: Class 11 contains 124886 members 
Mstep: Class 12 contains 40882 members 
Mstep: Class 13 contains 12912 members 
Mstep: Class 14 contains 13532 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 16583 members 
Mstep: Class 18 contains 10129 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 67598 members 
Mstep: Class 21 contains 117824 members 
Mstep: Class 22 contains 58664 members 
Mstep: Class 23 contains 14532 members 
Mstep: Class 24 contains 75870 members 
Mstep: Class 25 contains 45751 members 
Mstep: Class 26 contains 14905 members 
Mstep: Class 27 contains 92124 members 
Mstep: Class 28 contains 36363 members 
Mstep: Class 29 contains 14333 members 
Mstep: Class 30 contains 31622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452448.000000 Penalty: 257475.359375
Iteration 210Q: 31 clusters Score -2.724524e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145592 members 
Mstep: Class 3 contains 32307 members 
Mstep: Class 4 contains 65145 members 
Mstep: Class 5 contains 65051 members 
Mstep: Class 6 contains 9273 members 
Mstep: Class 7 contains 23332 members 
Mstep: Class 8 contains 17236 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36129 members 
Mstep: Class 11 contains 124886 members 
Mstep: Class 12 contains 40831 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13533 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16583 members 
Mstep: Class 18 contains 10137 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 67332 members 
Mstep: Class 21 contains 117824 members 
Mstep: Class 22 contains 58660 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 75873 members 
Mstep: Class 25 contains 45748 members 
Mstep: Class 26 contains 14903 members 
Mstep: Class 27 contains 92119 members 
Mstep: Class 28 contains 36382 members 
Mstep: Class 29 contains 14331 members 
Mstep: Class 30 contains 31914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452064.000000 Penalty: 257475.359375
Iteration 211Q: 31 clusters Score -2.724521e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145587 members 
Mstep: Class 3 contains 32305 members 
Mstep: Class 4 contains 65150 members 
Mstep: Class 5 contains 65071 members 
Mstep: Class 6 contains 9272 members 
Mstep: Class 7 contains 23334 members 
Mstep: Class 8 contains 17244 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36127 members 
Mstep: Class 11 contains 124886 members 
Mstep: Class 12 contains 40784 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 15928 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 16584 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 67059 members 
Mstep: Class 21 contains 117826 members 
Mstep: Class 22 contains 58658 members 
Mstep: Class 23 contains 14528 members 
Mstep: Class 24 contains 75869 members 
Mstep: Class 25 contains 45750 members 
Mstep: Class 26 contains 14905 members 
Mstep: Class 27 contains 92115 members 
Mstep: Class 28 contains 36406 members 
Mstep: Class 29 contains 14325 members 
Mstep: Class 30 contains 32190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452416.000000 Penalty: 257475.359375
Iteration 212Q: 31 clusters Score -2.724524e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145594 members 
Mstep: Class 3 contains 32306 members 
Mstep: Class 4 contains 65153 members 
Mstep: Class 5 contains 65095 members 
Mstep: Class 6 contains 9270 members 
Mstep: Class 7 contains 23330 members 
Mstep: Class 8 contains 17243 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36125 members 
Mstep: Class 11 contains 124885 members 
Mstep: Class 12 contains 40745 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 15929 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 16584 members 
Mstep: Class 18 contains 10157 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 66797 members 
Mstep: Class 21 contains 117826 members 
Mstep: Class 22 contains 58661 members 
Mstep: Class 23 contains 14530 members 
Mstep: Class 24 contains 75865 members 
Mstep: Class 25 contains 45744 members 
Mstep: Class 26 contains 14904 members 
Mstep: Class 27 contains 92108 members 
Mstep: Class 28 contains 36421 members 
Mstep: Class 29 contains 14339 members 
Mstep: Class 30 contains 32438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452800.000000 Penalty: 257475.359375
Iteration 213Q: 31 clusters Score -2.724528e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145599 members 
Mstep: Class 3 contains 32307 members 
Mstep: Class 4 contains 65156 members 
Mstep: Class 5 contains 65106 members 
Mstep: Class 6 contains 9262 members 
Mstep: Class 7 contains 23336 members 
Mstep: Class 8 contains 17243 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36117 members 
Mstep: Class 11 contains 124877 members 
Mstep: Class 12 contains 40718 members 
Mstep: Class 13 contains 12909 members 
Mstep: Class 14 contains 13531 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 16586 members 
Mstep: Class 18 contains 10166 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 66569 members 
Mstep: Class 21 contains 117827 members 
Mstep: Class 22 contains 58662 members 
Mstep: Class 23 contains 14530 members 
Mstep: Class 24 contains 75863 members 
Mstep: Class 25 contains 45747 members 
Mstep: Class 26 contains 14908 members 
Mstep: Class 27 contains 92102 members 
Mstep: Class 28 contains 36430 members 
Mstep: Class 29 contains 14347 members 
Mstep: Class 30 contains 32662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452736.000000 Penalty: 257475.359375
Iteration 214Q: 31 clusters Score -2.724527e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145596 members 
Mstep: Class 3 contains 32310 members 
Mstep: Class 4 contains 65157 members 
Mstep: Class 5 contains 65112 members 
Mstep: Class 6 contains 9257 members 
Mstep: Class 7 contains 23339 members 
Mstep: Class 8 contains 17243 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36117 members 
Mstep: Class 11 contains 124867 members 
Mstep: Class 12 contains 40701 members 
Mstep: Class 13 contains 12909 members 
Mstep: Class 14 contains 13528 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 16588 members 
Mstep: Class 18 contains 10173 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 66369 members 
Mstep: Class 21 contains 117828 members 
Mstep: Class 22 contains 58658 members 
Mstep: Class 23 contains 14528 members 
Mstep: Class 24 contains 75865 members 
Mstep: Class 25 contains 45743 members 
Mstep: Class 26 contains 14907 members 
Mstep: Class 27 contains 92097 members 
Mstep: Class 28 contains 36441 members 
Mstep: Class 29 contains 14358 members 
Mstep: Class 30 contains 32869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452800.000000 Penalty: 257475.359375
Iteration 215Q: 31 clusters Score -2.724528e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145592 members 
Mstep: Class 3 contains 32316 members 
Mstep: Class 4 contains 65156 members 
Mstep: Class 5 contains 65110 members 
Mstep: Class 6 contains 9253 members 
Mstep: Class 7 contains 23342 members 
Mstep: Class 8 contains 17242 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36114 members 
Mstep: Class 11 contains 124865 members 
Mstep: Class 12 contains 40673 members 
Mstep: Class 13 contains 12908 members 
Mstep: Class 14 contains 13527 members 
Mstep: Class 15 contains 15929 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 16590 members 
Mstep: Class 18 contains 10179 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 66204 members 
Mstep: Class 21 contains 117827 members 
Mstep: Class 22 contains 58656 members 
Mstep: Class 23 contains 14532 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45743 members 
Mstep: Class 26 contains 14910 members 
Mstep: Class 27 contains 92092 members 
Mstep: Class 28 contains 36452 members 
Mstep: Class 29 contains 14364 members 
Mstep: Class 30 contains 33045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453024.000000 Penalty: 257475.359375
Iteration 216Q: 31 clusters Score -2.72453e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145591 members 
Mstep: Class 3 contains 32318 members 
Mstep: Class 4 contains 65154 members 
Mstep: Class 5 contains 65115 members 
Mstep: Class 6 contains 9248 members 
Mstep: Class 7 contains 23343 members 
Mstep: Class 8 contains 17241 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36108 members 
Mstep: Class 11 contains 124858 members 
Mstep: Class 12 contains 40638 members 
Mstep: Class 13 contains 12908 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 15929 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 16589 members 
Mstep: Class 18 contains 10181 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 66061 members 
Mstep: Class 21 contains 117831 members 
Mstep: Class 22 contains 58657 members 
Mstep: Class 23 contains 14536 members 
Mstep: Class 24 contains 75870 members 
Mstep: Class 25 contains 45749 members 
Mstep: Class 26 contains 14914 members 
Mstep: Class 27 contains 92094 members 
Mstep: Class 28 contains 36459 members 
Mstep: Class 29 contains 14375 members 
Mstep: Class 30 contains 33198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453024.000000 Penalty: 257475.359375
Iteration 217Q: 31 clusters Score -2.72453e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145591 members 
Mstep: Class 3 contains 32321 members 
Mstep: Class 4 contains 65155 members 
Mstep: Class 5 contains 65116 members 
Mstep: Class 6 contains 9245 members 
Mstep: Class 7 contains 23343 members 
Mstep: Class 8 contains 17236 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36105 members 
Mstep: Class 11 contains 124847 members 
Mstep: Class 12 contains 40609 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13526 members 
Mstep: Class 15 contains 15928 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 16590 members 
Mstep: Class 18 contains 10183 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 65945 members 
Mstep: Class 21 contains 117833 members 
Mstep: Class 22 contains 58658 members 
Mstep: Class 23 contains 14541 members 
Mstep: Class 24 contains 75873 members 
Mstep: Class 25 contains 45752 members 
Mstep: Class 26 contains 14915 members 
Mstep: Class 27 contains 92100 members 
Mstep: Class 28 contains 36461 members 
Mstep: Class 29 contains 14383 members 
Mstep: Class 30 contains 33327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453152.000000 Penalty: 257475.359375
Iteration 218Q: 31 clusters Score -2.724532e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145594 members 
Mstep: Class 3 contains 32325 members 
Mstep: Class 4 contains 65156 members 
Mstep: Class 5 contains 65121 members 
Mstep: Class 6 contains 9245 members 
Mstep: Class 7 contains 23342 members 
Mstep: Class 8 contains 17231 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36104 members 
Mstep: Class 11 contains 124842 members 
Mstep: Class 12 contains 40581 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13522 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16591 members 
Mstep: Class 18 contains 10184 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 65815 members 
Mstep: Class 21 contains 117832 members 
Mstep: Class 22 contains 58659 members 
Mstep: Class 23 contains 14542 members 
Mstep: Class 24 contains 75872 members 
Mstep: Class 25 contains 45760 members 
Mstep: Class 26 contains 14921 members 
Mstep: Class 27 contains 92104 members 
Mstep: Class 28 contains 36462 members 
Mstep: Class 29 contains 14395 members 
Mstep: Class 30 contains 33458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453312.000000 Penalty: 257475.359375
Iteration 219Q: 31 clusters Score -2.724533e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145593 members 
Mstep: Class 3 contains 32326 members 
Mstep: Class 4 contains 65156 members 
Mstep: Class 5 contains 65132 members 
Mstep: Class 6 contains 9245 members 
Mstep: Class 7 contains 23341 members 
Mstep: Class 8 contains 17228 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36099 members 
Mstep: Class 11 contains 124839 members 
Mstep: Class 12 contains 40555 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13522 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16590 members 
Mstep: Class 18 contains 10183 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 65698 members 
Mstep: Class 21 contains 117831 members 
Mstep: Class 22 contains 58658 members 
Mstep: Class 23 contains 14546 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45761 members 
Mstep: Class 26 contains 14926 members 
Mstep: Class 27 contains 92108 members 
Mstep: Class 28 contains 36466 members 
Mstep: Class 29 contains 14413 members 
Mstep: Class 30 contains 33573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453408.000000 Penalty: 257475.359375
Iteration 220F: 31 clusters Score -2.724534e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145589 members 
Mstep: Class 3 contains 32328 members 
Mstep: Class 4 contains 65157 members 
Mstep: Class 5 contains 65139 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23343 members 
Mstep: Class 8 contains 17226 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36097 members 
Mstep: Class 11 contains 124836 members 
Mstep: Class 12 contains 40545 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13520 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 16590 members 
Mstep: Class 18 contains 10187 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 65576 members 
Mstep: Class 21 contains 117832 members 
Mstep: Class 22 contains 58657 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45759 members 
Mstep: Class 26 contains 14926 members 
Mstep: Class 27 contains 92102 members 
Mstep: Class 28 contains 36469 members 
Mstep: Class 29 contains 14427 members 
Mstep: Class 30 contains 33685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453344.000000 Penalty: 257475.359375
Iteration 221Q: 31 clusters Score -2.724533e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145595 members 
Mstep: Class 3 contains 32328 members 
Mstep: Class 4 contains 65158 members 
Mstep: Class 5 contains 65149 members 
Mstep: Class 6 contains 9242 members 
Mstep: Class 7 contains 23343 members 
Mstep: Class 8 contains 17225 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36090 members 
Mstep: Class 11 contains 124831 members 
Mstep: Class 12 contains 40534 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 13519 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 16590 members 
Mstep: Class 18 contains 10189 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 65464 members 
Mstep: Class 21 contains 117832 members 
Mstep: Class 22 contains 58659 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 75874 members 
Mstep: Class 25 contains 45752 members 
Mstep: Class 26 contains 14932 members 
Mstep: Class 27 contains 92099 members 
Mstep: Class 28 contains 36478 members 
Mstep: Class 29 contains 14439 members 
Mstep: Class 30 contains 33784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453408.000000 Penalty: 257475.359375
Iteration 222Q: 31 clusters Score -2.724534e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145602 members 
Mstep: Class 3 contains 32326 members 
Mstep: Class 4 contains 65157 members 
Mstep: Class 5 contains 65151 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 23340 members 
Mstep: Class 8 contains 17222 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36082 members 
Mstep: Class 11 contains 124828 members 
Mstep: Class 12 contains 40516 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13518 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 16592 members 
Mstep: Class 18 contains 10193 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 65350 members 
Mstep: Class 21 contains 117833 members 
Mstep: Class 22 contains 58658 members 
Mstep: Class 23 contains 14557 members 
Mstep: Class 24 contains 75873 members 
Mstep: Class 25 contains 45753 members 
Mstep: Class 26 contains 14931 members 
Mstep: Class 27 contains 92098 members 
Mstep: Class 28 contains 36489 members 
Mstep: Class 29 contains 14445 members 
Mstep: Class 30 contains 33904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453152.000000 Penalty: 257475.359375
Iteration 223Q: 31 clusters Score -2.724532e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145610 members 
Mstep: Class 3 contains 32319 members 
Mstep: Class 4 contains 65158 members 
Mstep: Class 5 contains 65154 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 23341 members 
Mstep: Class 8 contains 17219 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36079 members 
Mstep: Class 11 contains 124828 members 
Mstep: Class 12 contains 40502 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13519 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16592 members 
Mstep: Class 18 contains 10196 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 65233 members 
Mstep: Class 21 contains 117831 members 
Mstep: Class 22 contains 58660 members 
Mstep: Class 23 contains 14555 members 
Mstep: Class 24 contains 75874 members 
Mstep: Class 25 contains 45758 members 
Mstep: Class 26 contains 14929 members 
Mstep: Class 27 contains 92100 members 
Mstep: Class 28 contains 36495 members 
Mstep: Class 29 contains 14457 members 
Mstep: Class 30 contains 34010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452992.000000 Penalty: 257475.359375
Iteration 224Q: 31 clusters Score -2.72453e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145609 members 
Mstep: Class 3 contains 32320 members 
Mstep: Class 4 contains 65158 members 
Mstep: Class 5 contains 65154 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 23339 members 
Mstep: Class 8 contains 17219 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36074 members 
Mstep: Class 11 contains 124827 members 
Mstep: Class 12 contains 40490 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 13517 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16594 members 
Mstep: Class 18 contains 10200 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 65124 members 
Mstep: Class 21 contains 117832 members 
Mstep: Class 22 contains 58658 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 75873 members 
Mstep: Class 25 contains 45760 members 
Mstep: Class 26 contains 14933 members 
Mstep: Class 27 contains 92100 members 
Mstep: Class 28 contains 36500 members 
Mstep: Class 29 contains 14464 members 
Mstep: Class 30 contains 34122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453280.000000 Penalty: 257475.359375
Iteration 225Q: 31 clusters Score -2.724533e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145610 members 
Mstep: Class 3 contains 32316 members 
Mstep: Class 4 contains 65157 members 
Mstep: Class 5 contains 65154 members 
Mstep: Class 6 contains 9238 members 
Mstep: Class 7 contains 23338 members 
Mstep: Class 8 contains 17226 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36066 members 
Mstep: Class 11 contains 124824 members 
Mstep: Class 12 contains 40481 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 13517 members 
Mstep: Class 15 contains 15926 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16594 members 
Mstep: Class 18 contains 10205 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 65021 members 
Mstep: Class 21 contains 117833 members 
Mstep: Class 22 contains 58657 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 75872 members 
Mstep: Class 25 contains 45759 members 
Mstep: Class 26 contains 14944 members 
Mstep: Class 27 contains 92099 members 
Mstep: Class 28 contains 36504 members 
Mstep: Class 29 contains 14464 members 
Mstep: Class 30 contains 34228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453056.000000 Penalty: 257475.359375
Iteration 226Q: 31 clusters Score -2.724531e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145615 members 
Mstep: Class 3 contains 32313 members 
Mstep: Class 4 contains 65158 members 
Mstep: Class 5 contains 65160 members 
Mstep: Class 6 contains 9238 members 
Mstep: Class 7 contains 23336 members 
Mstep: Class 8 contains 17223 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36056 members 
Mstep: Class 11 contains 124823 members 
Mstep: Class 12 contains 40467 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 13517 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16593 members 
Mstep: Class 18 contains 10205 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64910 members 
Mstep: Class 21 contains 117833 members 
Mstep: Class 22 contains 58658 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 75870 members 
Mstep: Class 25 contains 45757 members 
Mstep: Class 26 contains 14947 members 
Mstep: Class 27 contains 92095 members 
Mstep: Class 28 contains 36507 members 
Mstep: Class 29 contains 14464 members 
Mstep: Class 30 contains 34362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453312.000000 Penalty: 257475.359375
Iteration 227Q: 31 clusters Score -2.724533e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145613 members 
Mstep: Class 3 contains 32317 members 
Mstep: Class 4 contains 65160 members 
Mstep: Class 5 contains 65160 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 23339 members 
Mstep: Class 8 contains 17220 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36054 members 
Mstep: Class 11 contains 124819 members 
Mstep: Class 12 contains 40453 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 13516 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16593 members 
Mstep: Class 18 contains 10210 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64816 members 
Mstep: Class 21 contains 117835 members 
Mstep: Class 22 contains 58658 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45763 members 
Mstep: Class 26 contains 14947 members 
Mstep: Class 27 contains 92097 members 
Mstep: Class 28 contains 36509 members 
Mstep: Class 29 contains 14466 members 
Mstep: Class 30 contains 34462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453248.000000 Penalty: 257475.359375
Iteration 228Q: 31 clusters Score -2.724532e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145616 members 
Mstep: Class 3 contains 32318 members 
Mstep: Class 4 contains 65160 members 
Mstep: Class 5 contains 65156 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 23340 members 
Mstep: Class 8 contains 17224 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36047 members 
Mstep: Class 11 contains 124813 members 
Mstep: Class 12 contains 40450 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 13513 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16593 members 
Mstep: Class 18 contains 10213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64740 members 
Mstep: Class 21 contains 117832 members 
Mstep: Class 22 contains 58660 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45758 members 
Mstep: Class 26 contains 14947 members 
Mstep: Class 27 contains 92095 members 
Mstep: Class 28 contains 36509 members 
Mstep: Class 29 contains 14471 members 
Mstep: Class 30 contains 34548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453408.000000 Penalty: 257475.359375
Iteration 229Q: 31 clusters Score -2.724534e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145614 members 
Mstep: Class 3 contains 32318 members 
Mstep: Class 4 contains 65161 members 
Mstep: Class 5 contains 65159 members 
Mstep: Class 6 contains 9238 members 
Mstep: Class 7 contains 23338 members 
Mstep: Class 8 contains 17226 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36045 members 
Mstep: Class 11 contains 124807 members 
Mstep: Class 12 contains 40437 members 
Mstep: Class 13 contains 12908 members 
Mstep: Class 14 contains 13512 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16595 members 
Mstep: Class 18 contains 10215 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64674 members 
Mstep: Class 21 contains 117831 members 
Mstep: Class 22 contains 58659 members 
Mstep: Class 23 contains 14556 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45759 members 
Mstep: Class 26 contains 14947 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36511 members 
Mstep: Class 29 contains 14478 members 
Mstep: Class 30 contains 34621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453280.000000 Penalty: 257475.359375
Iteration 230Q: 31 clusters Score -2.724533e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145617 members 
Mstep: Class 3 contains 32318 members 
Mstep: Class 4 contains 65162 members 
Mstep: Class 5 contains 65158 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 23336 members 
Mstep: Class 8 contains 17227 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36046 members 
Mstep: Class 11 contains 124804 members 
Mstep: Class 12 contains 40429 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13513 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10215 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64598 members 
Mstep: Class 21 contains 117830 members 
Mstep: Class 22 contains 58659 members 
Mstep: Class 23 contains 14559 members 
Mstep: Class 24 contains 75869 members 
Mstep: Class 25 contains 45756 members 
Mstep: Class 26 contains 14943 members 
Mstep: Class 27 contains 92091 members 
Mstep: Class 28 contains 36510 members 
Mstep: Class 29 contains 14482 members 
Mstep: Class 30 contains 34706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453248.000000 Penalty: 257475.359375
Iteration 231Q: 31 clusters Score -2.724532e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145621 members 
Mstep: Class 3 contains 32319 members 
Mstep: Class 4 contains 65165 members 
Mstep: Class 5 contains 65152 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 23336 members 
Mstep: Class 8 contains 17226 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36044 members 
Mstep: Class 11 contains 124801 members 
Mstep: Class 12 contains 40425 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13512 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10218 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64521 members 
Mstep: Class 21 contains 117832 members 
Mstep: Class 22 contains 58656 members 
Mstep: Class 23 contains 14558 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45756 members 
Mstep: Class 26 contains 14945 members 
Mstep: Class 27 contains 92089 members 
Mstep: Class 28 contains 36511 members 
Mstep: Class 29 contains 14485 members 
Mstep: Class 30 contains 34789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453280.000000 Penalty: 257475.359375
Iteration 232Q: 31 clusters Score -2.724533e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145622 members 
Mstep: Class 3 contains 32321 members 
Mstep: Class 4 contains 65167 members 
Mstep: Class 5 contains 65147 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 23336 members 
Mstep: Class 8 contains 17228 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36042 members 
Mstep: Class 11 contains 124797 members 
Mstep: Class 12 contains 40418 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13512 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10224 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64441 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58653 members 
Mstep: Class 23 contains 14558 members 
Mstep: Class 24 contains 75870 members 
Mstep: Class 25 contains 45756 members 
Mstep: Class 26 contains 14950 members 
Mstep: Class 27 contains 92088 members 
Mstep: Class 28 contains 36511 members 
Mstep: Class 29 contains 14491 members 
Mstep: Class 30 contains 34863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453152.000000 Penalty: 257475.359375
Iteration 233Q: 31 clusters Score -2.724532e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145622 members 
Mstep: Class 3 contains 32322 members 
Mstep: Class 4 contains 65169 members 
Mstep: Class 5 contains 65142 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 23337 members 
Mstep: Class 8 contains 17228 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36038 members 
Mstep: Class 11 contains 124794 members 
Mstep: Class 12 contains 40411 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 13510 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 16597 members 
Mstep: Class 18 contains 10228 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64373 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14558 members 
Mstep: Class 24 contains 75870 members 
Mstep: Class 25 contains 45758 members 
Mstep: Class 26 contains 14955 members 
Mstep: Class 27 contains 92083 members 
Mstep: Class 28 contains 36513 members 
Mstep: Class 29 contains 14499 members 
Mstep: Class 30 contains 34931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453280.000000 Penalty: 257475.359375
Iteration 234Q: 31 clusters Score -2.724533e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145621 members 
Mstep: Class 3 contains 32321 members 
Mstep: Class 4 contains 65170 members 
Mstep: Class 5 contains 65136 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 23336 members 
Mstep: Class 8 contains 17225 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36035 members 
Mstep: Class 11 contains 124794 members 
Mstep: Class 12 contains 40405 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 13508 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 16597 members 
Mstep: Class 18 contains 10233 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64322 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14558 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45760 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 92081 members 
Mstep: Class 28 contains 36515 members 
Mstep: Class 29 contains 14505 members 
Mstep: Class 30 contains 34988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453408.000000 Penalty: 257475.359375
Iteration 235Q: 31 clusters Score -2.724534e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145623 members 
Mstep: Class 3 contains 32321 members 
Mstep: Class 4 contains 65171 members 
Mstep: Class 5 contains 65135 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 23336 members 
Mstep: Class 8 contains 17223 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36035 members 
Mstep: Class 11 contains 124789 members 
Mstep: Class 12 contains 40400 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 13506 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 16597 members 
Mstep: Class 18 contains 10236 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64271 members 
Mstep: Class 21 contains 117835 members 
Mstep: Class 22 contains 58656 members 
Mstep: Class 23 contains 14559 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45759 members 
Mstep: Class 26 contains 14961 members 
Mstep: Class 27 contains 92082 members 
Mstep: Class 28 contains 36518 members 
Mstep: Class 29 contains 14510 members 
Mstep: Class 30 contains 35033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453280.000000 Penalty: 257475.359375
Iteration 236Q: 31 clusters Score -2.724533e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145621 members 
Mstep: Class 3 contains 32324 members 
Mstep: Class 4 contains 65171 members 
Mstep: Class 5 contains 65134 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 23337 members 
Mstep: Class 8 contains 17224 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36037 members 
Mstep: Class 11 contains 124784 members 
Mstep: Class 12 contains 40394 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 13503 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 16597 members 
Mstep: Class 18 contains 10239 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64222 members 
Mstep: Class 21 contains 117833 members 
Mstep: Class 22 contains 58657 members 
Mstep: Class 23 contains 14560 members 
Mstep: Class 24 contains 75870 members 
Mstep: Class 25 contains 45761 members 
Mstep: Class 26 contains 14961 members 
Mstep: Class 27 contains 92082 members 
Mstep: Class 28 contains 36523 members 
Mstep: Class 29 contains 14514 members 
Mstep: Class 30 contains 35075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453472.000000 Penalty: 257475.359375
Iteration 237Q: 31 clusters Score -2.724535e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145620 members 
Mstep: Class 3 contains 32323 members 
Mstep: Class 4 contains 65172 members 
Mstep: Class 5 contains 65130 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 23336 members 
Mstep: Class 8 contains 17222 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36037 members 
Mstep: Class 11 contains 124781 members 
Mstep: Class 12 contains 40389 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13502 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10242 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64179 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58657 members 
Mstep: Class 23 contains 14562 members 
Mstep: Class 24 contains 75870 members 
Mstep: Class 25 contains 45764 members 
Mstep: Class 26 contains 14963 members 
Mstep: Class 27 contains 92079 members 
Mstep: Class 28 contains 36523 members 
Mstep: Class 29 contains 14518 members 
Mstep: Class 30 contains 35119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453184.000000 Penalty: 257475.359375
Iteration 238Q: 31 clusters Score -2.724532e+08 nChanged 113
Entering ConstructFrom: 
Score: -272453184.000000 Penalty: 257475.359375
Entering ConstructFrom: 
Trying to split cluster 1 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -189042.187500 Penalty: 4176.590820
	Iteration 0F: 2 clusters Score -189042.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -185341.031250 Penalty: 8353.181641
	Iteration 0F: 3 clusters Score -185341 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -185762.171875 Penalty: 8353.181641
	Iteration 1F: 3 clusters Score -185762.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -185929.203125 Penalty: 8353.181641
	Iteration 2F: 3 clusters Score -185929.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -186081.843750 Penalty: 8353.181641
	Iteration 3Q: 3 clusters Score -186081.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -186218.812500 Penalty: 8353.181641
	Iteration 4Q: 3 clusters Score -186218.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -186424.562500 Penalty: 8353.181641
	Iteration 5Q: 3 clusters Score -186424.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -186544.859375 Penalty: 8353.181641
	Iteration 6Q: 3 clusters Score -186544.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -186593.406250 Penalty: 8353.181641
	Iteration 7Q: 3 clusters Score -186593.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -186632.859375 Penalty: 8353.181641
	Iteration 8Q: 3 clusters Score -186632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -186643.468750 Penalty: 8353.181641
	Iteration 9Q: 3 clusters Score -186643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -186645.343750 Penalty: 8353.181641
	Iteration 10Q: 3 clusters Score -186645.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -186651.359375 Penalty: 8353.181641
	Iteration 11Q: 3 clusters Score -186651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -186654.531250 Penalty: 8353.181641
	Iteration 12Q: 3 clusters Score -186654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -186677.000000 Penalty: 8353.181641
	Iteration 13Q: 3 clusters Score -186677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -186684.687500 Penalty: 8353.181641
	Iteration 14Q: 3 clusters Score -186684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -186699.562500 Penalty: 8353.181641
	Iteration 15F: 3 clusters Score -186699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -186831.453125 Penalty: 8353.181641
	Iteration 16Q: 3 clusters Score -186831.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -186943.406250 Penalty: 8353.181641
	Iteration 17Q: 3 clusters Score -186943.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -186985.796875 Penalty: 8353.181641
	Iteration 18Q: 3 clusters Score -186985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -187006.203125 Penalty: 8353.181641
	Iteration 19Q: 3 clusters Score -187006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -187014.921875 Penalty: 8353.181641
	Iteration 20F: 3 clusters Score -187014.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -187035.796875 Penalty: 8353.181641
	Iteration 21Q: 3 clusters Score -187035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -187118.281250 Penalty: 8353.181641
	Iteration 22Q: 3 clusters Score -187118.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -187158.703125 Penalty: 8353.181641
	Iteration 23Q: 3 clusters Score -187158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -187170.953125 Penalty: 8353.181641
	Iteration 24Q: 3 clusters Score -187171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -187174.125000 Penalty: 8353.181641
	Iteration 25Q: 3 clusters Score -187174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -187177.625000 Penalty: 8353.181641
	Iteration 26Q: 3 clusters Score -187177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -187180.828125 Penalty: 8353.181641
	Iteration 27Q: 3 clusters Score -187180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -187180.828125 Penalty: 8353.181641
	Iteration 28F: 3 clusters Score -187180.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (145618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145618 members 
Entering Unmasked Estep 
Score: -33250166.000000 Penalty: 7281.854980
	Iteration 0F: 2 clusters Score -3.325017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -33163174.000000 Penalty: 14563.709961
	Iteration 0F: 3 clusters Score -3.316317e+07 nChanged 67554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71835 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -33201110.000000 Penalty: 14563.709961
	Iteration 1F: 3 clusters Score -3.320111e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -33202238.000000 Penalty: 14563.709961
	Iteration 2Q: 3 clusters Score -3.320224e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -33203456.000000 Penalty: 14563.709961
	Iteration 3Q: 3 clusters Score -3.320346e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -33204652.000000 Penalty: 14563.709961
	Iteration 4Q: 3 clusters Score -3.320465e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -33205964.000000 Penalty: 14563.709961
	Iteration 5Q: 3 clusters Score -3.320596e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 79356 members 
Entering Unmasked Estep 
Score: -33207656.000000 Penalty: 14563.709961
	Iteration 6Q: 3 clusters Score -3.320766e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -33209710.000000 Penalty: 14563.709961
	Iteration 7Q: 3 clusters Score -3.320971e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -33212254.000000 Penalty: 14563.709961
	Iteration 8Q: 3 clusters Score -3.321225e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -33215532.000000 Penalty: 14563.709961
	Iteration 9Q: 3 clusters Score -3.321553e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -33219246.000000 Penalty: 14563.709961
	Iteration 10Q: 3 clusters Score -3.321925e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -33223518.000000 Penalty: 14563.709961
	Iteration 11F: 3 clusters Score -3.322352e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -33227950.000000 Penalty: 14563.709961
	Iteration 12Q: 3 clusters Score -3.322795e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 110421 members 
Entering Unmasked Estep 
Score: -33232184.000000 Penalty: 14563.709961
	Iteration 13Q: 3 clusters Score -3.323218e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 114902 members 
Entering Unmasked Estep 
Score: -33236526.000000 Penalty: 14563.709961
	Iteration 14Q: 3 clusters Score -3.323653e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -33239508.000000 Penalty: 14563.709961
	Iteration 15Q: 3 clusters Score -3.323951e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 121953 members 
Entering Unmasked Estep 
Score: -33241258.000000 Penalty: 14563.709961
	Iteration 16Q: 3 clusters Score -3.324126e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 124552 members 
Entering Unmasked Estep 
Score: -33242616.000000 Penalty: 14563.709961
	Iteration 17Q: 3 clusters Score -3.324262e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 126685 members 
Entering Unmasked Estep 
Score: -33243322.000000 Penalty: 14563.709961
	Iteration 18Q: 3 clusters Score -3.324332e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 128383 members 
Entering Unmasked Estep 
Score: -33243948.000000 Penalty: 14563.709961
	Iteration 19Q: 3 clusters Score -3.324395e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 129880 members 
Entering Unmasked Estep 
Score: -33244408.000000 Penalty: 14563.709961
	Iteration 20F: 3 clusters Score -3.324441e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 131145 members 
Entering Unmasked Estep 
Score: -33244622.000000 Penalty: 14563.709961
	Iteration 21Q: 3 clusters Score -3.324462e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 132234 members 
Entering Unmasked Estep 
Score: -33244776.000000 Penalty: 14563.709961
	Iteration 22Q: 3 clusters Score -3.324478e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 133205 members 
Entering Unmasked Estep 
Score: -33244972.000000 Penalty: 14563.709961
	Iteration 23Q: 3 clusters Score -3.324497e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 134082 members 
Entering Unmasked Estep 
Score: -33245128.000000 Penalty: 14563.709961
	Iteration 24Q: 3 clusters Score -3.324513e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 134862 members 
Entering Unmasked Estep 
Score: -33245118.000000 Penalty: 14563.709961
	Iteration 25Q: 3 clusters Score -3.324512e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 135595 members 
Entering Unmasked Estep 
Score: -33245240.000000 Penalty: 14563.709961
	Iteration 26Q: 3 clusters Score -3.324524e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 136230 members 
Entering Unmasked Estep 
Score: -33245254.000000 Penalty: 14563.709961
	Iteration 27Q: 3 clusters Score -3.324525e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 136806 members 
Entering Unmasked Estep 
Score: -33245258.000000 Penalty: 14563.709961
	Iteration 28Q: 3 clusters Score -3.324526e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 137332 members 
Entering Unmasked Estep 
Score: -33245276.000000 Penalty: 14563.709961
	Iteration 29Q: 3 clusters Score -3.324528e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 137777 members 
Entering Unmasked Estep 
Score: -33245276.000000 Penalty: 14563.709961
	Iteration 30Q: 3 clusters Score -3.324528e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 138166 members 
Entering Unmasked Estep 
Score: -33245238.000000 Penalty: 14563.709961
	Iteration 31Q: 3 clusters Score -3.324524e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 138514 members 
Entering Unmasked Estep 
Score: -33245210.000000 Penalty: 14563.709961
	Iteration 32Q: 3 clusters Score -3.324521e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 138813 members 
Entering Unmasked Estep 
Score: -33245206.000000 Penalty: 14563.709961
	Iteration 33Q: 3 clusters Score -3.324521e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 139074 members 
Entering Unmasked Estep 
Score: -33245228.000000 Penalty: 14563.709961
	Iteration 34Q: 3 clusters Score -3.324523e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 139318 members 
Entering Unmasked Estep 
Score: -33245212.000000 Penalty: 14563.709961
	Iteration 35Q: 3 clusters Score -3.324521e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 139530 members 
Entering Unmasked Estep 
Score: -33245208.000000 Penalty: 14563.709961
	Iteration 36Q: 3 clusters Score -3.324521e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 139689 members 
Entering Unmasked Estep 
Score: -33245220.000000 Penalty: 14563.709961
	Iteration 37Q: 3 clusters Score -3.324522e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 139824 members 
Entering Unmasked Estep 
Score: -33245214.000000 Penalty: 14563.709961
	Iteration 38Q: 3 clusters Score -3.324521e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 139944 members 
Entering Unmasked Estep 
Score: -33245208.000000 Penalty: 14563.709961
	Iteration 39Q: 3 clusters Score -3.324521e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 140061 members 
Entering Unmasked Estep 
Score: -33245238.000000 Penalty: 14563.709961
	Iteration 40F: 3 clusters Score -3.324524e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 140163 members 
Entering Unmasked Estep 
Score: -33245254.000000 Penalty: 14563.709961
	Iteration 41Q: 3 clusters Score -3.324525e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 140268 members 
Entering Unmasked Estep 
Score: -33245220.000000 Penalty: 14563.709961
	Iteration 42Q: 3 clusters Score -3.324522e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 140369 members 
Entering Unmasked Estep 
Score: -33245282.000000 Penalty: 14563.709961
	Iteration 43Q: 3 clusters Score -3.324528e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 140477 members 
Entering Unmasked Estep 
Score: -33245308.000000 Penalty: 14563.709961
	Iteration 44Q: 3 clusters Score -3.324531e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 140576 members 
Entering Unmasked Estep 
Score: -33245356.000000 Penalty: 14563.709961
	Iteration 45Q: 3 clusters Score -3.324536e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 140674 members 
Entering Unmasked Estep 
Score: -33245394.000000 Penalty: 14563.709961
	Iteration 46Q: 3 clusters Score -3.324539e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 140756 members 
Entering Unmasked Estep 
Score: -33245398.000000 Penalty: 14563.709961
	Iteration 47Q: 3 clusters Score -3.32454e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 140847 members 
Entering Unmasked Estep 
Score: -33245410.000000 Penalty: 14563.709961
	Iteration 48Q: 3 clusters Score -3.324541e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 140927 members 
Entering Unmasked Estep 
Score: -33245444.000000 Penalty: 14563.709961
	Iteration 49Q: 3 clusters Score -3.324544e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 140989 members 
Entering Unmasked Estep 
Score: -33245428.000000 Penalty: 14563.709961
	Iteration 50Q: 3 clusters Score -3.324543e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 141047 members 
Entering Unmasked Estep 
Score: -33245438.000000 Penalty: 14563.709961
	Iteration 51Q: 3 clusters Score -3.324544e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 141102 members 
Entering Unmasked Estep 
Score: -33245418.000000 Penalty: 14563.709961
	Iteration 52Q: 3 clusters Score -3.324542e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 141140 members 
Entering Unmasked Estep 
Score: -33245442.000000 Penalty: 14563.709961
	Iteration 53Q: 3 clusters Score -3.324544e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 141181 members 
Entering Unmasked Estep 
Score: -33245454.000000 Penalty: 14563.709961
	Iteration 54Q: 3 clusters Score -3.324545e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 141214 members 
Entering Unmasked Estep 
Score: -33245450.000000 Penalty: 14563.709961
	Iteration 55Q: 3 clusters Score -3.324545e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 141255 members 
Entering Unmasked Estep 
Score: -33245454.000000 Penalty: 14563.709961
	Iteration 56Q: 3 clusters Score -3.324545e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 141287 members 
Entering Unmasked Estep 
Score: -33245440.000000 Penalty: 14563.709961
	Iteration 57Q: 3 clusters Score -3.324544e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 141313 members 
Entering Unmasked Estep 
Score: -33245488.000000 Penalty: 14563.709961
	Iteration 58Q: 3 clusters Score -3.324549e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 141354 members 
Entering Unmasked Estep 
Score: -33245466.000000 Penalty: 14563.709961
	Iteration 59Q: 3 clusters Score -3.324547e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 141398 members 
Entering Unmasked Estep 
Score: -33245440.000000 Penalty: 14563.709961
	Iteration 60F: 3 clusters Score -3.324544e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 141430 members 
Entering Unmasked Estep 
Score: -33245414.000000 Penalty: 14563.709961
	Iteration 61Q: 3 clusters Score -3.324541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 141454 members 
Entering Unmasked Estep 
Score: -33245442.000000 Penalty: 14563.709961
	Iteration 62Q: 3 clusters Score -3.324544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 141476 members 
Entering Unmasked Estep 
Score: -33245420.000000 Penalty: 14563.709961
	Iteration 63Q: 3 clusters Score -3.324542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 141493 members 
Entering Unmasked Estep 
Score: -33245450.000000 Penalty: 14563.709961
	Iteration 64Q: 3 clusters Score -3.324545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 141507 members 
Entering Unmasked Estep 
Score: -33245418.000000 Penalty: 14563.709961
	Iteration 65Q: 3 clusters Score -3.324542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 141524 members 
Entering Unmasked Estep 
Score: -33245432.000000 Penalty: 14563.709961
	Iteration 66Q: 3 clusters Score -3.324543e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 141542 members 
Entering Unmasked Estep 
Score: -33245432.000000 Penalty: 14563.709961
	Iteration 67Q: 3 clusters Score -3.324543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 141563 members 
Entering Unmasked Estep 
Score: -33245440.000000 Penalty: 14563.709961
	Iteration 68Q: 3 clusters Score -3.324544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 141571 members 
Entering Unmasked Estep 
Score: -33245460.000000 Penalty: 14563.709961
	Iteration 69Q: 3 clusters Score -3.324546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 141592 members 
Entering Unmasked Estep 
Score: -33245444.000000 Penalty: 14563.709961
	Iteration 70Q: 3 clusters Score -3.324544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 141611 members 
Entering Unmasked Estep 
Score: -33245442.000000 Penalty: 14563.709961
	Iteration 71Q: 3 clusters Score -3.324544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 141625 members 
Entering Unmasked Estep 
Score: -33245428.000000 Penalty: 14563.709961
	Iteration 72Q: 3 clusters Score -3.324543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 141642 members 
Entering Unmasked Estep 
Score: -33245420.000000 Penalty: 14563.709961
	Iteration 73Q: 3 clusters Score -3.324542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 141652 members 
Entering Unmasked Estep 
Score: -33245462.000000 Penalty: 14563.709961
	Iteration 74Q: 3 clusters Score -3.324546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 141665 members 
Entering Unmasked Estep 
Score: -33245452.000000 Penalty: 14563.709961
	Iteration 75Q: 3 clusters Score -3.324545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 141674 members 
Entering Unmasked Estep 
Score: -33245426.000000 Penalty: 14563.709961
	Iteration 76Q: 3 clusters Score -3.324543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 141681 members 
Entering Unmasked Estep 
Score: -33245434.000000 Penalty: 14563.709961
	Iteration 77Q: 3 clusters Score -3.324543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 141684 members 
Entering Unmasked Estep 
Score: -33245442.000000 Penalty: 14563.709961
	Iteration 78Q: 3 clusters Score -3.324544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 141689 members 
Entering Unmasked Estep 
Score: -33245432.000000 Penalty: 14563.709961
	Iteration 79Q: 3 clusters Score -3.324543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 141695 members 
Entering Unmasked Estep 
Score: -33245426.000000 Penalty: 14563.709961
	Iteration 80F: 3 clusters Score -3.324543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 141699 members 
Entering Unmasked Estep 
Score: -33245412.000000 Penalty: 14563.709961
	Iteration 81Q: 3 clusters Score -3.324541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 141704 members 
Entering Unmasked Estep 
Score: -33245430.000000 Penalty: 14563.709961
	Iteration 82Q: 3 clusters Score -3.324543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 141707 members 
Entering Unmasked Estep 
Score: -33245430.000000 Penalty: 14563.709961
	Iteration 83Q: 3 clusters Score -3.324543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 141712 members 
Entering Unmasked Estep 
Score: -33245426.000000 Penalty: 14563.709961
	Iteration 84Q: 3 clusters Score -3.324543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 141715 members 
Entering Unmasked Estep 
Score: -33245408.000000 Penalty: 14563.709961
	Iteration 85Q: 3 clusters Score -3.324541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 141718 members 
Entering Unmasked Estep 
Score: -33245420.000000 Penalty: 14563.709961
	Iteration 86Q: 3 clusters Score -3.324542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 141719 members 
Entering Unmasked Estep 
Score: -33245402.000000 Penalty: 14563.709961
	Iteration 87Q: 3 clusters Score -3.32454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -33245434.000000 Penalty: 14563.709961
	Iteration 88Q: 3 clusters Score -3.324543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 141723 members 
Entering Unmasked Estep 
Score: -33245442.000000 Penalty: 14563.709961
	Iteration 89Q: 3 clusters Score -3.324544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -33245438.000000 Penalty: 14563.709961
	Iteration 90Q: 3 clusters Score -3.324544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -33245424.000000 Penalty: 14563.709961
	Iteration 91Q: 3 clusters Score -3.324542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 141723 members 
Entering Unmasked Estep 
Score: -33245418.000000 Penalty: 14563.709961
	Iteration 92Q: 3 clusters Score -3.324542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 141723 members 
Entering Unmasked Estep 
Score: -33245418.000000 Penalty: 14563.709961
	Iteration 93F: 3 clusters Score -3.324542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Entering Unmasked Estep 
Score: -7437715.000000 Penalty: 6359.915039
	Iteration 0F: 2 clusters Score -7437715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -7413400.500000 Penalty: 12719.830078
	Iteration 0F: 3 clusters Score -7413400 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -7420425.000000 Penalty: 12719.830078
	Iteration 1F: 3 clusters Score -7420425 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -7421137.500000 Penalty: 12719.830078
	Iteration 2F: 3 clusters Score -7421138 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -7421690.000000 Penalty: 12719.830078
	Iteration 3Q: 3 clusters Score -7421690 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -7422078.500000 Penalty: 12719.830078
	Iteration 4Q: 3 clusters Score -7422078 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -7422445.500000 Penalty: 12719.830078
	Iteration 5Q: 3 clusters Score -7422446 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -7422799.000000 Penalty: 12719.830078
	Iteration 6Q: 3 clusters Score -7422799 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -7423244.500000 Penalty: 12719.830078
	Iteration 7Q: 3 clusters Score -7423244 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -7423710.000000 Penalty: 12719.830078
	Iteration 8Q: 3 clusters Score -7423710 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -7424292.500000 Penalty: 12719.830078
	Iteration 9Q: 3 clusters Score -7424292 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -7425005.000000 Penalty: 12719.830078
	Iteration 10Q: 3 clusters Score -7425005 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -7425834.000000 Penalty: 12719.830078
	Iteration 11Q: 3 clusters Score -7425834 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -7426998.000000 Penalty: 12719.830078
	Iteration 12Q: 3 clusters Score -7426998 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -7428155.000000 Penalty: 12719.830078
	Iteration 13Q: 3 clusters Score -7428155 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -7429308.500000 Penalty: 12719.830078
	Iteration 14Q: 3 clusters Score -7429308 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -7430262.000000 Penalty: 12719.830078
	Iteration 15Q: 3 clusters Score -7430262 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -7430859.000000 Penalty: 12719.830078
	Iteration 16Q: 3 clusters Score -7430859 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -7431286.500000 Penalty: 12719.830078
	Iteration 17Q: 3 clusters Score -7431286 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -7431573.000000 Penalty: 12719.830078
	Iteration 18Q: 3 clusters Score -7431573 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -7431749.500000 Penalty: 12719.830078
	Iteration 19Q: 3 clusters Score -7431750 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -7431854.000000 Penalty: 12719.830078
	Iteration 20F: 3 clusters Score -7431854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -7431950.500000 Penalty: 12719.830078
	Iteration 21Q: 3 clusters Score -7431950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -7432025.000000 Penalty: 12719.830078
	Iteration 22Q: 3 clusters Score -7432025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -7432060.000000 Penalty: 12719.830078
	Iteration 23Q: 3 clusters Score -7432060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -7432118.500000 Penalty: 12719.830078
	Iteration 24Q: 3 clusters Score -7432118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -7432135.000000 Penalty: 12719.830078
	Iteration 25Q: 3 clusters Score -7432135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -7432157.500000 Penalty: 12719.830078
	Iteration 26Q: 3 clusters Score -7432158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -7432164.000000 Penalty: 12719.830078
	Iteration 27Q: 3 clusters Score -7432164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -7432172.500000 Penalty: 12719.830078
	Iteration 28Q: 3 clusters Score -7432172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -7432181.500000 Penalty: 12719.830078
	Iteration 29Q: 3 clusters Score -7432182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -7432208.500000 Penalty: 12719.830078
	Iteration 30Q: 3 clusters Score -7432208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -7432207.000000 Penalty: 12719.830078
	Iteration 31Q: 3 clusters Score -7432207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -7432214.500000 Penalty: 12719.830078
	Iteration 32Q: 3 clusters Score -7432214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -7432206.500000 Penalty: 12719.830078
	Iteration 33Q: 3 clusters Score -7432206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -7432212.500000 Penalty: 12719.830078
	Iteration 34Q: 3 clusters Score -7432212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -7432214.000000 Penalty: 12719.830078
	Iteration 35Q: 3 clusters Score -7432214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -7432214.000000 Penalty: 12719.830078
	Iteration 36F: 3 clusters Score -7432214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Entering Unmasked Estep 
Score: -14889100.000000 Penalty: 6789.440430
	Iteration 0F: 2 clusters Score -1.48891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -14843522.000000 Penalty: 13578.880859
	Iteration 0F: 3 clusters Score -1.484352e+07 nChanged 29285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -14859410.000000 Penalty: 13578.880859
	Iteration 1F: 3 clusters Score -1.485941e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -14860673.000000 Penalty: 13578.880859
	Iteration 2F: 3 clusters Score -1.486067e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -14861693.000000 Penalty: 13578.880859
	Iteration 3Q: 3 clusters Score -1.486169e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -14862915.000000 Penalty: 13578.880859
	Iteration 4Q: 3 clusters Score -1.486292e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -14864400.000000 Penalty: 13578.880859
	Iteration 5Q: 3 clusters Score -1.48644e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -14866368.000000 Penalty: 13578.880859
	Iteration 6F: 3 clusters Score -1.486637e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -14868992.000000 Penalty: 13578.880859
	Iteration 7F: 3 clusters Score -1.486899e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -14872016.000000 Penalty: 13578.880859
	Iteration 8F: 3 clusters Score -1.487202e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -14874982.000000 Penalty: 13578.880859
	Iteration 9F: 3 clusters Score -1.487498e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -14877463.000000 Penalty: 13578.880859
	Iteration 10Q: 3 clusters Score -1.487746e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -14879357.000000 Penalty: 13578.880859
	Iteration 11Q: 3 clusters Score -1.487936e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -14880745.000000 Penalty: 13578.880859
	Iteration 12Q: 3 clusters Score -1.488074e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -14881594.000000 Penalty: 13578.880859
	Iteration 13Q: 3 clusters Score -1.488159e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -14882138.000000 Penalty: 13578.880859
	Iteration 14Q: 3 clusters Score -1.488214e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -14882440.000000 Penalty: 13578.880859
	Iteration 15Q: 3 clusters Score -1.488244e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -14882636.000000 Penalty: 13578.880859
	Iteration 16Q: 3 clusters Score -1.488264e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -14882806.000000 Penalty: 13578.880859
	Iteration 17Q: 3 clusters Score -1.488281e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -14882931.000000 Penalty: 13578.880859
	Iteration 18Q: 3 clusters Score -1.488293e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -14882982.000000 Penalty: 13578.880859
	Iteration 19Q: 3 clusters Score -1.488298e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14883001.000000 Penalty: 13578.880859
	Iteration 20F: 3 clusters Score -1.4883e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14883047.000000 Penalty: 13578.880859
	Iteration 21Q: 3 clusters Score -1.488305e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -14883094.000000 Penalty: 13578.880859
	Iteration 22Q: 3 clusters Score -1.488309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -14883083.000000 Penalty: 13578.880859
	Iteration 23Q: 3 clusters Score -1.488308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -14883080.000000 Penalty: 13578.880859
	Iteration 24Q: 3 clusters Score -1.488308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14883109.000000 Penalty: 13578.880859
	Iteration 25Q: 3 clusters Score -1.488311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14883124.000000 Penalty: 13578.880859
	Iteration 26Q: 3 clusters Score -1.488312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14883150.000000 Penalty: 13578.880859
	Iteration 27Q: 3 clusters Score -1.488315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -14883157.000000 Penalty: 13578.880859
	Iteration 28Q: 3 clusters Score -1.488316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14883160.000000 Penalty: 13578.880859
	Iteration 29Q: 3 clusters Score -1.488316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14883169.000000 Penalty: 13578.880859
	Iteration 30Q: 3 clusters Score -1.488317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -14883168.000000 Penalty: 13578.880859
	Iteration 31Q: 3 clusters Score -1.488317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14883164.000000 Penalty: 13578.880859
	Iteration 32Q: 3 clusters Score -1.488316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14883163.000000 Penalty: 13578.880859
	Iteration 33Q: 3 clusters Score -1.488316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -14883173.000000 Penalty: 13578.880859
	Iteration 34Q: 3 clusters Score -1.488317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14883165.000000 Penalty: 13578.880859
	Iteration 35Q: 3 clusters Score -1.488316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14883167.000000 Penalty: 13578.880859
	Iteration 36Q: 3 clusters Score -1.488317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -14883169.000000 Penalty: 13578.880859
	Iteration 37Q: 3 clusters Score -1.488317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14883166.000000 Penalty: 13578.880859
	Iteration 38Q: 3 clusters Score -1.488317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -14883164.000000 Penalty: 13578.880859
	Iteration 39Q: 3 clusters Score -1.488316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14883179.000000 Penalty: 13578.880859
	Iteration 40F: 3 clusters Score -1.488318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -14883169.000000 Penalty: 13578.880859
	Iteration 41Q: 3 clusters Score -1.488317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -14883169.000000 Penalty: 13578.880859
	Iteration 42F: 3 clusters Score -1.488317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Entering Unmasked Estep 
Score: -14163109.000000 Penalty: 6788.979492
	Iteration 0F: 2 clusters Score -1.416311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -14117758.000000 Penalty: 13577.958984
	Iteration 0F: 3 clusters Score -1.411776e+07 nChanged 29108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -14133641.000000 Penalty: 13577.958984
	Iteration 1F: 3 clusters Score -1.413364e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -14134955.000000 Penalty: 13577.958984
	Iteration 2F: 3 clusters Score -1.413496e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -14136423.000000 Penalty: 13577.958984
	Iteration 3F: 3 clusters Score -1.413642e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -14138204.000000 Penalty: 13577.958984
	Iteration 4F: 3 clusters Score -1.41382e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -14139866.000000 Penalty: 13577.958984
	Iteration 5F: 3 clusters Score -1.413987e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -14141822.000000 Penalty: 13577.958984
	Iteration 6F: 3 clusters Score -1.414182e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -14143697.000000 Penalty: 13577.958984
	Iteration 7F: 3 clusters Score -1.41437e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -14145278.000000 Penalty: 13577.958984
	Iteration 8F: 3 clusters Score -1.414528e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -14146634.000000 Penalty: 13577.958984
	Iteration 9Q: 3 clusters Score -1.414663e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -14148034.000000 Penalty: 13577.958984
	Iteration 10Q: 3 clusters Score -1.414803e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -14149136.000000 Penalty: 13577.958984
	Iteration 11Q: 3 clusters Score -1.414914e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -14150182.000000 Penalty: 13577.958984
	Iteration 12Q: 3 clusters Score -1.415018e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -14151037.000000 Penalty: 13577.958984
	Iteration 13Q: 3 clusters Score -1.415104e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -14151719.000000 Penalty: 13577.958984
	Iteration 14Q: 3 clusters Score -1.415172e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -14152254.000000 Penalty: 13577.958984
	Iteration 15Q: 3 clusters Score -1.415225e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -14152688.000000 Penalty: 13577.958984
	Iteration 16Q: 3 clusters Score -1.415269e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -14153018.000000 Penalty: 13577.958984
	Iteration 17Q: 3 clusters Score -1.415302e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -14153309.000000 Penalty: 13577.958984
	Iteration 18Q: 3 clusters Score -1.415331e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -14153442.000000 Penalty: 13577.958984
	Iteration 19Q: 3 clusters Score -1.415344e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -14153623.000000 Penalty: 13577.958984
	Iteration 20F: 3 clusters Score -1.415362e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -14153691.000000 Penalty: 13577.958984
	Iteration 21Q: 3 clusters Score -1.415369e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -14153843.000000 Penalty: 13577.958984
	Iteration 22Q: 3 clusters Score -1.415384e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -14153897.000000 Penalty: 13577.958984
	Iteration 23Q: 3 clusters Score -1.41539e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -14153993.000000 Penalty: 13577.958984
	Iteration 24Q: 3 clusters Score -1.415399e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -14154049.000000 Penalty: 13577.958984
	Iteration 25Q: 3 clusters Score -1.415405e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -14154122.000000 Penalty: 13577.958984
	Iteration 26Q: 3 clusters Score -1.415412e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -14154206.000000 Penalty: 13577.958984
	Iteration 27Q: 3 clusters Score -1.415421e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -14154345.000000 Penalty: 13577.958984
	Iteration 28Q: 3 clusters Score -1.415434e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -14154408.000000 Penalty: 13577.958984
	Iteration 29Q: 3 clusters Score -1.415441e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -14154475.000000 Penalty: 13577.958984
	Iteration 30Q: 3 clusters Score -1.415448e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -14154521.000000 Penalty: 13577.958984
	Iteration 31Q: 3 clusters Score -1.415452e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -14154556.000000 Penalty: 13577.958984
	Iteration 32Q: 3 clusters Score -1.415456e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -14154618.000000 Penalty: 13577.958984
	Iteration 33Q: 3 clusters Score -1.415462e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -14154725.000000 Penalty: 13577.958984
	Iteration 34Q: 3 clusters Score -1.415472e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -14154734.000000 Penalty: 13577.958984
	Iteration 35Q: 3 clusters Score -1.415473e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -14154825.000000 Penalty: 13577.958984
	Iteration 36Q: 3 clusters Score -1.415482e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -14154865.000000 Penalty: 13577.958984
	Iteration 37Q: 3 clusters Score -1.415486e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -14154931.000000 Penalty: 13577.958984
	Iteration 38Q: 3 clusters Score -1.415493e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -14155000.000000 Penalty: 13577.958984
	Iteration 39Q: 3 clusters Score -1.4155e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -14155060.000000 Penalty: 13577.958984
	Iteration 40F: 3 clusters Score -1.415506e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -14155100.000000 Penalty: 13577.958984
	Iteration 41Q: 3 clusters Score -1.41551e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -14155164.000000 Penalty: 13577.958984
	Iteration 42Q: 3 clusters Score -1.415516e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -14155241.000000 Penalty: 13577.958984
	Iteration 43Q: 3 clusters Score -1.415524e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -14155330.000000 Penalty: 13577.958984
	Iteration 44Q: 3 clusters Score -1.415533e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -14155387.000000 Penalty: 13577.958984
	Iteration 45Q: 3 clusters Score -1.415539e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -14155466.000000 Penalty: 13577.958984
	Iteration 46Q: 3 clusters Score -1.415547e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -14155560.000000 Penalty: 13577.958984
	Iteration 47Q: 3 clusters Score -1.415556e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -14155606.000000 Penalty: 13577.958984
	Iteration 48Q: 3 clusters Score -1.415561e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -14155740.000000 Penalty: 13577.958984
	Iteration 49Q: 3 clusters Score -1.415574e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -14155842.000000 Penalty: 13577.958984
	Iteration 50Q: 3 clusters Score -1.415584e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -14155996.000000 Penalty: 13577.958984
	Iteration 51Q: 3 clusters Score -1.4156e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -14156158.000000 Penalty: 13577.958984
	Iteration 52Q: 3 clusters Score -1.415616e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -14156368.000000 Penalty: 13577.958984
	Iteration 53Q: 3 clusters Score -1.415637e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -14156594.000000 Penalty: 13577.958984
	Iteration 54Q: 3 clusters Score -1.415659e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -14156828.000000 Penalty: 13577.958984
	Iteration 55Q: 3 clusters Score -1.415683e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -14157052.000000 Penalty: 13577.958984
	Iteration 56Q: 3 clusters Score -1.415705e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -14157392.000000 Penalty: 13577.958984
	Iteration 57Q: 3 clusters Score -1.415739e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -14157657.000000 Penalty: 13577.958984
	Iteration 58Q: 3 clusters Score -1.415766e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -14158119.000000 Penalty: 13577.958984
	Iteration 59Q: 3 clusters Score -1.415812e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -14158651.000000 Penalty: 13577.958984
	Iteration 60F: 3 clusters Score -1.415865e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -14159304.000000 Penalty: 13577.958984
	Iteration 61Q: 3 clusters Score -1.41593e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -14160122.000000 Penalty: 13577.958984
	Iteration 62Q: 3 clusters Score -1.416012e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -14160811.000000 Penalty: 13577.958984
	Iteration 63Q: 3 clusters Score -1.416081e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -14161269.000000 Penalty: 13577.958984
	Iteration 64Q: 3 clusters Score -1.416127e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -14161490.000000 Penalty: 13577.958984
	Iteration 65Q: 3 clusters Score -1.416149e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -14161640.000000 Penalty: 13577.958984
	Iteration 66Q: 3 clusters Score -1.416164e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -14161674.000000 Penalty: 13577.958984
	Iteration 67Q: 3 clusters Score -1.416167e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -14161697.000000 Penalty: 13577.958984
	Iteration 68Q: 3 clusters Score -1.41617e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -14161720.000000 Penalty: 13577.958984
	Iteration 69Q: 3 clusters Score -1.416172e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -14161730.000000 Penalty: 13577.958984
	Iteration 70Q: 3 clusters Score -1.416173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -14161730.000000 Penalty: 13577.958984
	Iteration 71Q: 3 clusters Score -1.416173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -14161743.000000 Penalty: 13577.958984
	Iteration 72Q: 3 clusters Score -1.416174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -14161739.000000 Penalty: 13577.958984
	Iteration 73Q: 3 clusters Score -1.416174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -14161743.000000 Penalty: 13577.958984
	Iteration 74Q: 3 clusters Score -1.416174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -14161752.000000 Penalty: 13577.958984
	Iteration 75Q: 3 clusters Score -1.416175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -14161748.000000 Penalty: 13577.958984
	Iteration 76Q: 3 clusters Score -1.416175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -14161748.000000 Penalty: 13577.958984
	Iteration 77Q: 3 clusters Score -1.416175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -14161745.000000 Penalty: 13577.958984
	Iteration 78Q: 3 clusters Score -1.416174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -14161754.000000 Penalty: 13577.958984
	Iteration 79Q: 3 clusters Score -1.416175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -14162032.000000 Penalty: 13577.958984
	Iteration 80F: 3 clusters Score -1.416203e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -14162154.000000 Penalty: 13577.958984
	Iteration 81Q: 3 clusters Score -1.416215e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -14162240.000000 Penalty: 13577.958984
	Iteration 82Q: 3 clusters Score -1.416224e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -14162308.000000 Penalty: 13577.958984
	Iteration 83Q: 3 clusters Score -1.416231e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -14162310.000000 Penalty: 13577.958984
	Iteration 84Q: 3 clusters Score -1.416231e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -14162322.000000 Penalty: 13577.958984
	Iteration 85Q: 3 clusters Score -1.416232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -14162319.000000 Penalty: 13577.958984
	Iteration 86Q: 3 clusters Score -1.416232e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -14162315.000000 Penalty: 13577.958984
	Iteration 87Q: 3 clusters Score -1.416232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -14162321.000000 Penalty: 13577.958984
	Iteration 88Q: 3 clusters Score -1.416232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -14162317.000000 Penalty: 13577.958984
	Iteration 89Q: 3 clusters Score -1.416232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -14162315.000000 Penalty: 13577.958984
	Iteration 90Q: 3 clusters Score -1.416232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -14162311.000000 Penalty: 13577.958984
	Iteration 91Q: 3 clusters Score -1.416231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -14162330.000000 Penalty: 13577.958984
	Iteration 92Q: 3 clusters Score -1.416233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -14162315.000000 Penalty: 13577.958984
	Iteration 93Q: 3 clusters Score -1.416232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -14162320.000000 Penalty: 13577.958984
	Iteration 94Q: 3 clusters Score -1.416232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -14162331.000000 Penalty: 13577.958984
	Iteration 95Q: 3 clusters Score -1.416233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -14162327.000000 Penalty: 13577.958984
	Iteration 96Q: 3 clusters Score -1.416233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -14162327.000000 Penalty: 13577.958984
	Iteration 97F: 3 clusters Score -1.416233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Entering Unmasked Estep 
Score: -2030421.750000 Penalty: 5592.919434
	Iteration 0F: 2 clusters Score -2030422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2020727.625000 Penalty: 11185.838867
	Iteration 0F: 3 clusters Score -2020728 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2022709.750000 Penalty: 11185.838867
	Iteration 1F: 3 clusters Score -2022710 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2023187.875000 Penalty: 11185.838867
	Iteration 2F: 3 clusters Score -2023188 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2023473.625000 Penalty: 11185.838867
	Iteration 3F: 3 clusters Score -2023474 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2023703.000000 Penalty: 11185.838867
	Iteration 4Q: 3 clusters Score -2023703 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2023874.875000 Penalty: 11185.838867
	Iteration 5Q: 3 clusters Score -2023875 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2024039.375000 Penalty: 11185.838867
	Iteration 6Q: 3 clusters Score -2024039 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2024205.250000 Penalty: 11185.838867
	Iteration 7Q: 3 clusters Score -2024205 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2024373.125000 Penalty: 11185.838867
	Iteration 8Q: 3 clusters Score -2024373 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2024544.125000 Penalty: 11185.838867
	Iteration 9Q: 3 clusters Score -2024544 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2024723.000000 Penalty: 11185.838867
	Iteration 10Q: 3 clusters Score -2024723 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2024948.000000 Penalty: 11185.838867
	Iteration 11Q: 3 clusters Score -2024948 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2025185.250000 Penalty: 11185.838867
	Iteration 12Q: 3 clusters Score -2025185 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2025378.000000 Penalty: 11185.838867
	Iteration 13Q: 3 clusters Score -2025378 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2025580.500000 Penalty: 11185.838867
	Iteration 14Q: 3 clusters Score -2025580 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2025759.125000 Penalty: 11185.838867
	Iteration 15Q: 3 clusters Score -2025759 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2025912.750000 Penalty: 11185.838867
	Iteration 16Q: 3 clusters Score -2025913 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2026062.625000 Penalty: 11185.838867
	Iteration 17Q: 3 clusters Score -2026063 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2026158.625000 Penalty: 11185.838867
	Iteration 18Q: 3 clusters Score -2026159 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2026240.375000 Penalty: 11185.838867
	Iteration 19Q: 3 clusters Score -2026240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2026313.625000 Penalty: 11185.838867
	Iteration 20F: 3 clusters Score -2026314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2026370.375000 Penalty: 11185.838867
	Iteration 21Q: 3 clusters Score -2026370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2026422.125000 Penalty: 11185.838867
	Iteration 22Q: 3 clusters Score -2026422 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2026468.375000 Penalty: 11185.838867
	Iteration 23Q: 3 clusters Score -2026468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2026513.375000 Penalty: 11185.838867
	Iteration 24Q: 3 clusters Score -2026513 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2026545.500000 Penalty: 11185.838867
	Iteration 25Q: 3 clusters Score -2026546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2026577.375000 Penalty: 11185.838867
	Iteration 26Q: 3 clusters Score -2026577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2026600.250000 Penalty: 11185.838867
	Iteration 27Q: 3 clusters Score -2026600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2026615.125000 Penalty: 11185.838867
	Iteration 28Q: 3 clusters Score -2026615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2026633.500000 Penalty: 11185.838867
	Iteration 29Q: 3 clusters Score -2026634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2026649.875000 Penalty: 11185.838867
	Iteration 30Q: 3 clusters Score -2026650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2026657.875000 Penalty: 11185.838867
	Iteration 31Q: 3 clusters Score -2026658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2026669.750000 Penalty: 11185.838867
	Iteration 32Q: 3 clusters Score -2026670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2026682.625000 Penalty: 11185.838867
	Iteration 33Q: 3 clusters Score -2026683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2026694.250000 Penalty: 11185.838867
	Iteration 34Q: 3 clusters Score -2026694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2026705.750000 Penalty: 11185.838867
	Iteration 35Q: 3 clusters Score -2026706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2026714.625000 Penalty: 11185.838867
	Iteration 36Q: 3 clusters Score -2026715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2026718.750000 Penalty: 11185.838867
	Iteration 37Q: 3 clusters Score -2026719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2026726.250000 Penalty: 11185.838867
	Iteration 38Q: 3 clusters Score -2026726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2026728.625000 Penalty: 11185.838867
	Iteration 39Q: 3 clusters Score -2026729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2026729.500000 Penalty: 11185.838867
	Iteration 40F: 3 clusters Score -2026730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2026735.500000 Penalty: 11185.838867
	Iteration 41Q: 3 clusters Score -2026736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2026732.625000 Penalty: 11185.838867
	Iteration 42Q: 3 clusters Score -2026733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2026735.250000 Penalty: 11185.838867
	Iteration 43Q: 3 clusters Score -2026735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2026735.750000 Penalty: 11185.838867
	Iteration 44Q: 3 clusters Score -2026736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2026735.500000 Penalty: 11185.838867
	Iteration 45Q: 3 clusters Score -2026736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2026737.875000 Penalty: 11185.838867
	Iteration 46Q: 3 clusters Score -2026738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2026738.875000 Penalty: 11185.838867
	Iteration 47Q: 3 clusters Score -2026739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2026740.375000 Penalty: 11185.838867
	Iteration 48Q: 3 clusters Score -2026740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2026744.750000 Penalty: 11185.838867
	Iteration 49Q: 3 clusters Score -2026745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2026747.625000 Penalty: 11185.838867
	Iteration 50Q: 3 clusters Score -2026748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2026743.875000 Penalty: 11185.838867
	Iteration 51Q: 3 clusters Score -2026744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2026746.125000 Penalty: 11185.838867
	Iteration 52Q: 3 clusters Score -2026746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2026746.375000 Penalty: 11185.838867
	Iteration 53Q: 3 clusters Score -2026746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2026746.375000 Penalty: 11185.838867
	Iteration 54F: 3 clusters Score -2026746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Entering Unmasked Estep 
Score: -5200215.500000 Penalty: 6160.426270
	Iteration 0F: 2 clusters Score -5200216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -5181513.000000 Penalty: 12320.852539
	Iteration 0F: 3 clusters Score -5181513 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -5186723.500000 Penalty: 12320.852539
	Iteration 1F: 3 clusters Score -5186724 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -5187430.000000 Penalty: 12320.852539
	Iteration 2F: 3 clusters Score -5187430 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -5187893.500000 Penalty: 12320.852539
	Iteration 3Q: 3 clusters Score -5187894 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -5188314.000000 Penalty: 12320.852539
	Iteration 4Q: 3 clusters Score -5188314 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -5188763.500000 Penalty: 12320.852539
	Iteration 5Q: 3 clusters Score -5188764 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -5189177.000000 Penalty: 12320.852539
	Iteration 6Q: 3 clusters Score -5189177 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -5189605.500000 Penalty: 12320.852539
	Iteration 7Q: 3 clusters Score -5189606 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -5189999.000000 Penalty: 12320.852539
	Iteration 8Q: 3 clusters Score -5189999 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -5190346.000000 Penalty: 12320.852539
	Iteration 9Q: 3 clusters Score -5190346 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -5190773.500000 Penalty: 12320.852539
	Iteration 10Q: 3 clusters Score -5190774 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -5191117.500000 Penalty: 12320.852539
	Iteration 11Q: 3 clusters Score -5191118 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -5191456.500000 Penalty: 12320.852539
	Iteration 12Q: 3 clusters Score -5191456 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -5191760.000000 Penalty: 12320.852539
	Iteration 13Q: 3 clusters Score -5191760 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -5191974.500000 Penalty: 12320.852539
	Iteration 14Q: 3 clusters Score -5191974 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -5192170.500000 Penalty: 12320.852539
	Iteration 15Q: 3 clusters Score -5192170 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -5192352.000000 Penalty: 12320.852539
	Iteration 16Q: 3 clusters Score -5192352 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -5192508.000000 Penalty: 12320.852539
	Iteration 17Q: 3 clusters Score -5192508 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -5192653.000000 Penalty: 12320.852539
	Iteration 18Q: 3 clusters Score -5192653 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5192764.000000 Penalty: 12320.852539
	Iteration 19Q: 3 clusters Score -5192764 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -5192867.500000 Penalty: 12320.852539
	Iteration 20F: 3 clusters Score -5192868 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5192950.500000 Penalty: 12320.852539
	Iteration 21Q: 3 clusters Score -5192950 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5193034.000000 Penalty: 12320.852539
	Iteration 22Q: 3 clusters Score -5193034 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -5193134.500000 Penalty: 12320.852539
	Iteration 23Q: 3 clusters Score -5193134 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -5193249.000000 Penalty: 12320.852539
	Iteration 24Q: 3 clusters Score -5193249 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -5193300.500000 Penalty: 12320.852539
	Iteration 25Q: 3 clusters Score -5193300 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -5193371.000000 Penalty: 12320.852539
	Iteration 26Q: 3 clusters Score -5193371 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -5193427.000000 Penalty: 12320.852539
	Iteration 27Q: 3 clusters Score -5193427 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -5193508.500000 Penalty: 12320.852539
	Iteration 28Q: 3 clusters Score -5193508 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -5193557.000000 Penalty: 12320.852539
	Iteration 29Q: 3 clusters Score -5193557 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -5193582.000000 Penalty: 12320.852539
	Iteration 30Q: 3 clusters Score -5193582 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -5193610.500000 Penalty: 12320.852539
	Iteration 31Q: 3 clusters Score -5193610 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -5193629.500000 Penalty: 12320.852539
	Iteration 32Q: 3 clusters Score -5193630 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -5193663.000000 Penalty: 12320.852539
	Iteration 33Q: 3 clusters Score -5193663 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -5193686.500000 Penalty: 12320.852539
	Iteration 34Q: 3 clusters Score -5193686 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -5193722.500000 Penalty: 12320.852539
	Iteration 35Q: 3 clusters Score -5193722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -5193741.500000 Penalty: 12320.852539
	Iteration 36Q: 3 clusters Score -5193742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5193747.000000 Penalty: 12320.852539
	Iteration 37Q: 3 clusters Score -5193747 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -5193773.000000 Penalty: 12320.852539
	Iteration 38Q: 3 clusters Score -5193773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -5193807.000000 Penalty: 12320.852539
	Iteration 39Q: 3 clusters Score -5193807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -5193807.500000 Penalty: 12320.852539
	Iteration 40F: 3 clusters Score -5193808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -5193817.500000 Penalty: 12320.852539
	Iteration 41Q: 3 clusters Score -5193818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -5193829.500000 Penalty: 12320.852539
	Iteration 42Q: 3 clusters Score -5193830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -5193856.500000 Penalty: 12320.852539
	Iteration 43Q: 3 clusters Score -5193856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -5193881.000000 Penalty: 12320.852539
	Iteration 44Q: 3 clusters Score -5193881 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -5193893.000000 Penalty: 12320.852539
	Iteration 45Q: 3 clusters Score -5193893 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -5193907.500000 Penalty: 12320.852539
	Iteration 46Q: 3 clusters Score -5193908 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -5193929.500000 Penalty: 12320.852539
	Iteration 47Q: 3 clusters Score -5193930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -5193948.000000 Penalty: 12320.852539
	Iteration 48Q: 3 clusters Score -5193948 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -5193993.000000 Penalty: 12320.852539
	Iteration 49Q: 3 clusters Score -5193993 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -5194005.000000 Penalty: 12320.852539
	Iteration 50Q: 3 clusters Score -5194005 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5194052.000000 Penalty: 12320.852539
	Iteration 51Q: 3 clusters Score -5194052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -5194090.500000 Penalty: 12320.852539
	Iteration 52Q: 3 clusters Score -5194090 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -5194168.000000 Penalty: 12320.852539
	Iteration 53Q: 3 clusters Score -5194168 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5194260.500000 Penalty: 12320.852539
	Iteration 54Q: 3 clusters Score -5194260 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -5194431.000000 Penalty: 12320.852539
	Iteration 55Q: 3 clusters Score -5194431 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -5194698.500000 Penalty: 12320.852539
	Iteration 56Q: 3 clusters Score -5194698 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -5194936.000000 Penalty: 12320.852539
	Iteration 57Q: 3 clusters Score -5194936 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -5195087.500000 Penalty: 12320.852539
	Iteration 58Q: 3 clusters Score -5195088 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -5195117.000000 Penalty: 12320.852539
	Iteration 59Q: 3 clusters Score -5195117 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -5195168.500000 Penalty: 12320.852539
	Iteration 60F: 3 clusters Score -5195168 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5195205.000000 Penalty: 12320.852539
	Iteration 61Q: 3 clusters Score -5195205 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5195240.500000 Penalty: 12320.852539
	Iteration 62Q: 3 clusters Score -5195240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -5195268.000000 Penalty: 12320.852539
	Iteration 63Q: 3 clusters Score -5195268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -5195282.000000 Penalty: 12320.852539
	Iteration 64Q: 3 clusters Score -5195282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -5195317.000000 Penalty: 12320.852539
	Iteration 65Q: 3 clusters Score -5195317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -5195333.000000 Penalty: 12320.852539
	Iteration 66Q: 3 clusters Score -5195333 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -5195339.000000 Penalty: 12320.852539
	Iteration 67Q: 3 clusters Score -5195339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5195332.500000 Penalty: 12320.852539
	Iteration 68Q: 3 clusters Score -5195332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -5195345.000000 Penalty: 12320.852539
	Iteration 69Q: 3 clusters Score -5195345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -5195342.500000 Penalty: 12320.852539
	Iteration 70Q: 3 clusters Score -5195342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -5195340.000000 Penalty: 12320.852539
	Iteration 71Q: 3 clusters Score -5195340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -5195353.500000 Penalty: 12320.852539
	Iteration 72Q: 3 clusters Score -5195354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -5195349.000000 Penalty: 12320.852539
	Iteration 73Q: 3 clusters Score -5195349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -5195346.500000 Penalty: 12320.852539
	Iteration 74Q: 3 clusters Score -5195346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5195344.500000 Penalty: 12320.852539
	Iteration 75Q: 3 clusters Score -5195344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -5195352.500000 Penalty: 12320.852539
	Iteration 76Q: 3 clusters Score -5195352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -5195353.000000 Penalty: 12320.852539
	Iteration 77Q: 3 clusters Score -5195353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5195355.000000 Penalty: 12320.852539
	Iteration 78Q: 3 clusters Score -5195355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -5195354.500000 Penalty: 12320.852539
	Iteration 79Q: 3 clusters Score -5195354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -5195368.500000 Penalty: 12320.852539
	Iteration 80F: 3 clusters Score -5195368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -5195366.500000 Penalty: 12320.852539
	Iteration 81Q: 3 clusters Score -5195366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5195366.000000 Penalty: 12320.852539
	Iteration 82Q: 3 clusters Score -5195366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -5195368.000000 Penalty: 12320.852539
	Iteration 83Q: 3 clusters Score -5195368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -5195366.000000 Penalty: 12320.852539
	Iteration 84Q: 3 clusters Score -5195366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -5195369.500000 Penalty: 12320.852539
	Iteration 85Q: 3 clusters Score -5195370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -5195367.000000 Penalty: 12320.852539
	Iteration 86Q: 3 clusters Score -5195367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -5195372.000000 Penalty: 12320.852539
	Iteration 87Q: 3 clusters Score -5195372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -5195368.000000 Penalty: 12320.852539
	Iteration 88Q: 3 clusters Score -5195368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5195362.000000 Penalty: 12320.852539
	Iteration 89Q: 3 clusters Score -5195362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -5195358.500000 Penalty: 12320.852539
	Iteration 90Q: 3 clusters Score -5195358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -5195358.500000 Penalty: 12320.852539
	Iteration 91Q: 3 clusters Score -5195358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -5195358.500000 Penalty: 12320.852539
	Iteration 92F: 3 clusters Score -5195358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Entering Unmasked Estep 
Score: -3783893.750000 Penalty: 5974.254883
	Iteration 0F: 2 clusters Score -3783894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3769265.750000 Penalty: 11948.509766
	Iteration 0F: 3 clusters Score -3769266 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3772940.250000 Penalty: 11948.509766
	Iteration 1F: 3 clusters Score -3772940 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -3773620.250000 Penalty: 11948.509766
	Iteration 2F: 3 clusters Score -3773620 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3774151.750000 Penalty: 11948.509766
	Iteration 3F: 3 clusters Score -3774152 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3774597.500000 Penalty: 11948.509766
	Iteration 4Q: 3 clusters Score -3774598 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3774999.500000 Penalty: 11948.509766
	Iteration 5Q: 3 clusters Score -3775000 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3775368.500000 Penalty: 11948.509766
	Iteration 6Q: 3 clusters Score -3775368 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3775769.750000 Penalty: 11948.509766
	Iteration 7Q: 3 clusters Score -3775770 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -3776185.250000 Penalty: 11948.509766
	Iteration 8Q: 3 clusters Score -3776185 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3776672.500000 Penalty: 11948.509766
	Iteration 9Q: 3 clusters Score -3776672 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3777188.750000 Penalty: 11948.509766
	Iteration 10Q: 3 clusters Score -3777189 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3777774.250000 Penalty: 11948.509766
	Iteration 11Q: 3 clusters Score -3777774 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3778311.750000 Penalty: 11948.509766
	Iteration 12Q: 3 clusters Score -3778312 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3778790.250000 Penalty: 11948.509766
	Iteration 13Q: 3 clusters Score -3778790 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3779208.000000 Penalty: 11948.509766
	Iteration 14Q: 3 clusters Score -3779208 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3779543.250000 Penalty: 11948.509766
	Iteration 15Q: 3 clusters Score -3779543 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3779743.750000 Penalty: 11948.509766
	Iteration 16Q: 3 clusters Score -3779744 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3779907.750000 Penalty: 11948.509766
	Iteration 17Q: 3 clusters Score -3779908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3779993.500000 Penalty: 11948.509766
	Iteration 18Q: 3 clusters Score -3779994 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3780057.750000 Penalty: 11948.509766
	Iteration 19Q: 3 clusters Score -3780058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3780119.000000 Penalty: 11948.509766
	Iteration 20F: 3 clusters Score -3780119 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3780147.500000 Penalty: 11948.509766
	Iteration 21Q: 3 clusters Score -3780148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3780176.750000 Penalty: 11948.509766
	Iteration 22Q: 3 clusters Score -3780177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3780191.000000 Penalty: 11948.509766
	Iteration 23Q: 3 clusters Score -3780191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3780214.000000 Penalty: 11948.509766
	Iteration 24Q: 3 clusters Score -3780214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3780217.500000 Penalty: 11948.509766
	Iteration 25Q: 3 clusters Score -3780218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3780225.250000 Penalty: 11948.509766
	Iteration 26Q: 3 clusters Score -3780225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3780234.000000 Penalty: 11948.509766
	Iteration 27Q: 3 clusters Score -3780234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3780246.500000 Penalty: 11948.509766
	Iteration 28Q: 3 clusters Score -3780246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3780249.000000 Penalty: 11948.509766
	Iteration 29Q: 3 clusters Score -3780249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3780250.000000 Penalty: 11948.509766
	Iteration 30Q: 3 clusters Score -3780250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3780257.250000 Penalty: 11948.509766
	Iteration 31Q: 3 clusters Score -3780257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3780267.500000 Penalty: 11948.509766
	Iteration 32Q: 3 clusters Score -3780268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3780269.000000 Penalty: 11948.509766
	Iteration 33Q: 3 clusters Score -3780269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3780272.000000 Penalty: 11948.509766
	Iteration 34Q: 3 clusters Score -3780272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3780274.500000 Penalty: 11948.509766
	Iteration 35Q: 3 clusters Score -3780274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3780274.000000 Penalty: 11948.509766
	Iteration 36Q: 3 clusters Score -3780274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3780271.500000 Penalty: 11948.509766
	Iteration 37Q: 3 clusters Score -3780272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3780272.000000 Penalty: 11948.509766
	Iteration 38Q: 3 clusters Score -3780272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3780275.750000 Penalty: 11948.509766
	Iteration 39Q: 3 clusters Score -3780276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3780279.750000 Penalty: 11948.509766
	Iteration 40F: 3 clusters Score -3780280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3780277.000000 Penalty: 11948.509766
	Iteration 41Q: 3 clusters Score -3780277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3780281.500000 Penalty: 11948.509766
	Iteration 42Q: 3 clusters Score -3780282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3780277.000000 Penalty: 11948.509766
	Iteration 43Q: 3 clusters Score -3780277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3780286.250000 Penalty: 11948.509766
	Iteration 44Q: 3 clusters Score -3780286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3780291.750000 Penalty: 11948.509766
	Iteration 45Q: 3 clusters Score -3780292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3780291.000000 Penalty: 11948.509766
	Iteration 46Q: 3 clusters Score -3780291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3780296.250000 Penalty: 11948.509766
	Iteration 47Q: 3 clusters Score -3780296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3780299.750000 Penalty: 11948.509766
	Iteration 48Q: 3 clusters Score -3780300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3780299.750000 Penalty: 11948.509766
	Iteration 49F: 3 clusters Score -3780300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -1424324.375000 Penalty: 5344.969727
	Iteration 0F: 2 clusters Score -1424324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1416442.125000 Penalty: 10689.939453
	Iteration 0F: 3 clusters Score -1416442 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1417784.625000 Penalty: 10689.939453
	Iteration 1F: 3 clusters Score -1417785 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1418127.125000 Penalty: 10689.939453
	Iteration 2F: 3 clusters Score -1418127 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1418305.000000 Penalty: 10689.939453
	Iteration 3Q: 3 clusters Score -1418305 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1418422.000000 Penalty: 10689.939453
	Iteration 4Q: 3 clusters Score -1418422 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1418510.875000 Penalty: 10689.939453
	Iteration 5Q: 3 clusters Score -1418511 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1418566.500000 Penalty: 10689.939453
	Iteration 6Q: 3 clusters Score -1418566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1418609.625000 Penalty: 10689.939453
	Iteration 7Q: 3 clusters Score -1418610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1418639.625000 Penalty: 10689.939453
	Iteration 8Q: 3 clusters Score -1418640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1418672.875000 Penalty: 10689.939453
	Iteration 9Q: 3 clusters Score -1418673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1418699.000000 Penalty: 10689.939453
	Iteration 10Q: 3 clusters Score -1418699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1418715.250000 Penalty: 10689.939453
	Iteration 11Q: 3 clusters Score -1418715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1418726.000000 Penalty: 10689.939453
	Iteration 12Q: 3 clusters Score -1418726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1418735.000000 Penalty: 10689.939453
	Iteration 13Q: 3 clusters Score -1418735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1418744.375000 Penalty: 10689.939453
	Iteration 14Q: 3 clusters Score -1418744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1418750.000000 Penalty: 10689.939453
	Iteration 15Q: 3 clusters Score -1418750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1418749.750000 Penalty: 10689.939453
	Iteration 16Q: 3 clusters Score -1418750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1418756.625000 Penalty: 10689.939453
	Iteration 17Q: 3 clusters Score -1418757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1418759.500000 Penalty: 10689.939453
	Iteration 18Q: 3 clusters Score -1418760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1418761.375000 Penalty: 10689.939453
	Iteration 19Q: 3 clusters Score -1418761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1418766.750000 Penalty: 10689.939453
	Iteration 20F: 3 clusters Score -1418767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1418771.625000 Penalty: 10689.939453
	Iteration 21Q: 3 clusters Score -1418772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1418776.125000 Penalty: 10689.939453
	Iteration 22Q: 3 clusters Score -1418776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1418777.250000 Penalty: 10689.939453
	Iteration 23Q: 3 clusters Score -1418777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1418777.250000 Penalty: 10689.939453
	Iteration 24F: 3 clusters Score -1418777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Entering Unmasked Estep 
Score: -7887643.500000 Penalty: 6426.449707
	Iteration 0F: 2 clusters Score -7887644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -7860951.500000 Penalty: 12852.899414
	Iteration 0F: 3 clusters Score -7860952 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -7869076.500000 Penalty: 12852.899414
	Iteration 1F: 3 clusters Score -7869076 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -7870080.000000 Penalty: 12852.899414
	Iteration 2F: 3 clusters Score -7870080 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -7870877.500000 Penalty: 12852.899414
	Iteration 3F: 3 clusters Score -7870878 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -7871635.000000 Penalty: 12852.899414
	Iteration 4Q: 3 clusters Score -7871635 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -7872347.000000 Penalty: 12852.899414
	Iteration 5Q: 3 clusters Score -7872347 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -7873087.000000 Penalty: 12852.899414
	Iteration 6Q: 3 clusters Score -7873087 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -7873922.000000 Penalty: 12852.899414
	Iteration 7Q: 3 clusters Score -7873922 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -7874950.500000 Penalty: 12852.899414
	Iteration 8Q: 3 clusters Score -7874950 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -7876167.000000 Penalty: 12852.899414
	Iteration 9Q: 3 clusters Score -7876167 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -7877503.000000 Penalty: 12852.899414
	Iteration 10Q: 3 clusters Score -7877503 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -7878969.000000 Penalty: 12852.899414
	Iteration 11Q: 3 clusters Score -7878969 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -7880127.500000 Penalty: 12852.899414
	Iteration 12Q: 3 clusters Score -7880128 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -7881147.500000 Penalty: 12852.899414
	Iteration 13Q: 3 clusters Score -7881148 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -7881835.000000 Penalty: 12852.899414
	Iteration 14Q: 3 clusters Score -7881835 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -7882239.000000 Penalty: 12852.899414
	Iteration 15Q: 3 clusters Score -7882239 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -7882491.000000 Penalty: 12852.899414
	Iteration 16Q: 3 clusters Score -7882491 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7882655.500000 Penalty: 12852.899414
	Iteration 17Q: 3 clusters Score -7882656 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7882786.500000 Penalty: 12852.899414
	Iteration 18Q: 3 clusters Score -7882786 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7882881.500000 Penalty: 12852.899414
	Iteration 19Q: 3 clusters Score -7882882 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7882924.500000 Penalty: 12852.899414
	Iteration 20F: 3 clusters Score -7882924 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7882974.000000 Penalty: 12852.899414
	Iteration 21Q: 3 clusters Score -7882974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7882998.500000 Penalty: 12852.899414
	Iteration 22Q: 3 clusters Score -7882998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7883026.500000 Penalty: 12852.899414
	Iteration 23Q: 3 clusters Score -7883026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7883050.000000 Penalty: 12852.899414
	Iteration 24Q: 3 clusters Score -7883050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7883054.500000 Penalty: 12852.899414
	Iteration 25Q: 3 clusters Score -7883054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7883073.500000 Penalty: 12852.899414
	Iteration 26Q: 3 clusters Score -7883074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7883078.000000 Penalty: 12852.899414
	Iteration 27Q: 3 clusters Score -7883078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7883090.000000 Penalty: 12852.899414
	Iteration 28Q: 3 clusters Score -7883090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7883086.000000 Penalty: 12852.899414
	Iteration 29Q: 3 clusters Score -7883086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7883116.500000 Penalty: 12852.899414
	Iteration 30Q: 3 clusters Score -7883116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7883120.500000 Penalty: 12852.899414
	Iteration 31Q: 3 clusters Score -7883120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7883138.000000 Penalty: 12852.899414
	Iteration 32Q: 3 clusters Score -7883138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7883160.500000 Penalty: 12852.899414
	Iteration 33Q: 3 clusters Score -7883160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7883154.000000 Penalty: 12852.899414
	Iteration 34Q: 3 clusters Score -7883154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7883151.500000 Penalty: 12852.899414
	Iteration 35Q: 3 clusters Score -7883152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7883157.000000 Penalty: 12852.899414
	Iteration 36Q: 3 clusters Score -7883157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7883168.000000 Penalty: 12852.899414
	Iteration 37Q: 3 clusters Score -7883168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7883169.500000 Penalty: 12852.899414
	Iteration 38Q: 3 clusters Score -7883170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7883169.500000 Penalty: 12852.899414
	Iteration 39F: 3 clusters Score -7883170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124780 members 
Entering Unmasked Estep 
Score: -28774520.000000 Penalty: 7187.263184
	Iteration 0F: 2 clusters Score -2.877452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -28692804.000000 Penalty: 14374.526367
	Iteration 0F: 3 clusters Score -2.86928e+07 nChanged 57425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -28725026.000000 Penalty: 14374.526367
	Iteration 1F: 3 clusters Score -2.872503e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -28726472.000000 Penalty: 14374.526367
	Iteration 2Q: 3 clusters Score -2.872647e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -28728050.000000 Penalty: 14374.526367
	Iteration 3Q: 3 clusters Score -2.872805e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 68228 members 
Entering Unmasked Estep 
Score: -28729960.000000 Penalty: 14374.526367
	Iteration 4Q: 3 clusters Score -2.872996e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -28732226.000000 Penalty: 14374.526367
	Iteration 5Q: 3 clusters Score -2.873223e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 74080 members 
Entering Unmasked Estep 
Score: -28734930.000000 Penalty: 14374.526367
	Iteration 6Q: 3 clusters Score -2.873493e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -28738514.000000 Penalty: 14374.526367
	Iteration 7F: 3 clusters Score -2.873851e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -28742568.000000 Penalty: 14374.526367
	Iteration 8F: 3 clusters Score -2.874257e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -28747450.000000 Penalty: 14374.526367
	Iteration 9F: 3 clusters Score -2.874745e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -28752556.000000 Penalty: 14374.526367
	Iteration 10F: 3 clusters Score -2.875256e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 102148 members 
Entering Unmasked Estep 
Score: -28757372.000000 Penalty: 14374.526367
	Iteration 11F: 3 clusters Score -2.875737e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -28761338.000000 Penalty: 14374.526367
	Iteration 12Q: 3 clusters Score -2.876134e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 110626 members 
Entering Unmasked Estep 
Score: -28764242.000000 Penalty: 14374.526367
	Iteration 13Q: 3 clusters Score -2.876424e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 113455 members 
Entering Unmasked Estep 
Score: -28766096.000000 Penalty: 14374.526367
	Iteration 14Q: 3 clusters Score -2.87661e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -28767408.000000 Penalty: 14374.526367
	Iteration 15Q: 3 clusters Score -2.876741e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 117099 members 
Entering Unmasked Estep 
Score: -28768326.000000 Penalty: 14374.526367
	Iteration 16Q: 3 clusters Score -2.876833e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -28768690.000000 Penalty: 14374.526367
	Iteration 17Q: 3 clusters Score -2.876869e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 118927 members 
Entering Unmasked Estep 
Score: -28768904.000000 Penalty: 14374.526367
	Iteration 18Q: 3 clusters Score -2.87689e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 119517 members 
Entering Unmasked Estep 
Score: -28769118.000000 Penalty: 14374.526367
	Iteration 19Q: 3 clusters Score -2.876912e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -28769236.000000 Penalty: 14374.526367
	Iteration 20F: 3 clusters Score -2.876924e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 120280 members 
Entering Unmasked Estep 
Score: -28769358.000000 Penalty: 14374.526367
	Iteration 21Q: 3 clusters Score -2.876936e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 120518 members 
Entering Unmasked Estep 
Score: -28769460.000000 Penalty: 14374.526367
	Iteration 22Q: 3 clusters Score -2.876946e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 120703 members 
Entering Unmasked Estep 
Score: -28769510.000000 Penalty: 14374.526367
	Iteration 23Q: 3 clusters Score -2.876951e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 120843 members 
Entering Unmasked Estep 
Score: -28769608.000000 Penalty: 14374.526367
	Iteration 24Q: 3 clusters Score -2.876961e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 120943 members 
Entering Unmasked Estep 
Score: -28769670.000000 Penalty: 14374.526367
	Iteration 25Q: 3 clusters Score -2.876967e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 121025 members 
Entering Unmasked Estep 
Score: -28769718.000000 Penalty: 14374.526367
	Iteration 26Q: 3 clusters Score -2.876972e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 121088 members 
Entering Unmasked Estep 
Score: -28769728.000000 Penalty: 14374.526367
	Iteration 27Q: 3 clusters Score -2.876973e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 121133 members 
Entering Unmasked Estep 
Score: -28769742.000000 Penalty: 14374.526367
	Iteration 28Q: 3 clusters Score -2.876974e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 121178 members 
Entering Unmasked Estep 
Score: -28769798.000000 Penalty: 14374.526367
	Iteration 29Q: 3 clusters Score -2.87698e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 121207 members 
Entering Unmasked Estep 
Score: -28769814.000000 Penalty: 14374.526367
	Iteration 30Q: 3 clusters Score -2.876981e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -28769844.000000 Penalty: 14374.526367
	Iteration 31Q: 3 clusters Score -2.876984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 121248 members 
Entering Unmasked Estep 
Score: -28769878.000000 Penalty: 14374.526367
	Iteration 32Q: 3 clusters Score -2.876988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 121247 members 
Entering Unmasked Estep 
Score: -28769866.000000 Penalty: 14374.526367
	Iteration 33Q: 3 clusters Score -2.876987e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 121248 members 
Entering Unmasked Estep 
Score: -28769854.000000 Penalty: 14374.526367
	Iteration 34Q: 3 clusters Score -2.876985e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 121252 members 
Entering Unmasked Estep 
Score: -28769890.000000 Penalty: 14374.526367
	Iteration 35Q: 3 clusters Score -2.876989e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 121257 members 
Entering Unmasked Estep 
Score: -28769932.000000 Penalty: 14374.526367
	Iteration 36Q: 3 clusters Score -2.876993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 121264 members 
Entering Unmasked Estep 
Score: -28769892.000000 Penalty: 14374.526367
	Iteration 37Q: 3 clusters Score -2.876989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 121270 members 
Entering Unmasked Estep 
Score: -28769912.000000 Penalty: 14374.526367
	Iteration 38Q: 3 clusters Score -2.876991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
Score: -28769922.000000 Penalty: 14374.526367
	Iteration 39Q: 3 clusters Score -2.876992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -28769896.000000 Penalty: 14374.526367
	Iteration 40F: 3 clusters Score -2.87699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -28769910.000000 Penalty: 14374.526367
	Iteration 41Q: 3 clusters Score -2.876991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -28769916.000000 Penalty: 14374.526367
	Iteration 42Q: 3 clusters Score -2.876992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -28769894.000000 Penalty: 14374.526367
	Iteration 43Q: 3 clusters Score -2.876989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -28769900.000000 Penalty: 14374.526367
	Iteration 44Q: 3 clusters Score -2.87699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -28769912.000000 Penalty: 14374.526367
	Iteration 45Q: 3 clusters Score -2.876991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -28769928.000000 Penalty: 14374.526367
	Iteration 46Q: 3 clusters Score -2.876993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
Score: -28769908.000000 Penalty: 14374.526367
	Iteration 47Q: 3 clusters Score -2.876991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
Score: -28769910.000000 Penalty: 14374.526367
	Iteration 48Q: 3 clusters Score -2.876991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -28769918.000000 Penalty: 14374.526367
	Iteration 49Q: 3 clusters Score -2.876992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -28769914.000000 Penalty: 14374.526367
	Iteration 50Q: 3 clusters Score -2.876991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
Score: -28769912.000000 Penalty: 14374.526367
	Iteration 51Q: 3 clusters Score -2.876991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -28769900.000000 Penalty: 14374.526367
	Iteration 52Q: 3 clusters Score -2.87699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -28769910.000000 Penalty: 14374.526367
	Iteration 53Q: 3 clusters Score -2.876991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -28769922.000000 Penalty: 14374.526367
	Iteration 54Q: 3 clusters Score -2.876992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -28769930.000000 Penalty: 14374.526367
	Iteration 55Q: 3 clusters Score -2.876993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -28769930.000000 Penalty: 14374.526367
	Iteration 56Q: 3 clusters Score -2.876993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -28769936.000000 Penalty: 14374.526367
	Iteration 57Q: 3 clusters Score -2.876994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -28769936.000000 Penalty: 14374.526367
	Iteration 58F: 3 clusters Score -2.876994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Entering Unmasked Estep 
Score: -9209250.000000 Penalty: 6496.290527
	Iteration 0F: 2 clusters Score -9209250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -9179885.000000 Penalty: 12992.581055
	Iteration 0F: 3 clusters Score -9179885 nChanged 17408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -9189170.000000 Penalty: 12992.581055
	Iteration 1F: 3 clusters Score -9189170 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -9190178.000000 Penalty: 12992.581055
	Iteration 2F: 3 clusters Score -9190178 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -9191013.000000 Penalty: 12992.581055
	Iteration 3F: 3 clusters Score -9191013 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -9191813.000000 Penalty: 12992.581055
	Iteration 4Q: 3 clusters Score -9191813 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -9192682.000000 Penalty: 12992.581055
	Iteration 5Q: 3 clusters Score -9192682 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -9193756.000000 Penalty: 12992.581055
	Iteration 6Q: 3 clusters Score -9193756 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -9195104.000000 Penalty: 12992.581055
	Iteration 7F: 3 clusters Score -9195104 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -9196986.000000 Penalty: 12992.581055
	Iteration 8F: 3 clusters Score -9196986 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -9199446.000000 Penalty: 12992.581055
	Iteration 9F: 3 clusters Score -9199446 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -9201937.000000 Penalty: 12992.581055
	Iteration 10F: 3 clusters Score -9201937 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -9204016.000000 Penalty: 12992.581055
	Iteration 11F: 3 clusters Score -9204016 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -9205702.000000 Penalty: 12992.581055
	Iteration 12Q: 3 clusters Score -9205702 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -9206877.000000 Penalty: 12992.581055
	Iteration 13Q: 3 clusters Score -9206877 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -9207523.000000 Penalty: 12992.581055
	Iteration 14Q: 3 clusters Score -9207523 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -9207891.000000 Penalty: 12992.581055
	Iteration 15Q: 3 clusters Score -9207891 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -9208095.000000 Penalty: 12992.581055
	Iteration 16Q: 3 clusters Score -9208095 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -9208173.000000 Penalty: 12992.581055
	Iteration 17Q: 3 clusters Score -9208173 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -9208226.000000 Penalty: 12992.581055
	Iteration 18Q: 3 clusters Score -9208226 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -9208267.000000 Penalty: 12992.581055
	Iteration 19Q: 3 clusters Score -9208267 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -9208269.000000 Penalty: 12992.581055
	Iteration 20F: 3 clusters Score -9208269 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -9208300.000000 Penalty: 12992.581055
	Iteration 21Q: 3 clusters Score -9208300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -9208290.000000 Penalty: 12992.581055
	Iteration 22Q: 3 clusters Score -9208290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -9208298.000000 Penalty: 12992.581055
	Iteration 23Q: 3 clusters Score -9208298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -9208311.000000 Penalty: 12992.581055
	Iteration 24Q: 3 clusters Score -9208311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -9208317.000000 Penalty: 12992.581055
	Iteration 25Q: 3 clusters Score -9208317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -9208307.000000 Penalty: 12992.581055
	Iteration 26Q: 3 clusters Score -9208307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -9208309.000000 Penalty: 12992.581055
	Iteration 27Q: 3 clusters Score -9208309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -9208299.000000 Penalty: 12992.581055
	Iteration 28Q: 3 clusters Score -9208299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -9208294.000000 Penalty: 12992.581055
	Iteration 29Q: 3 clusters Score -9208294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -9208296.000000 Penalty: 12992.581055
	Iteration 30Q: 3 clusters Score -9208296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -9208307.000000 Penalty: 12992.581055
	Iteration 31Q: 3 clusters Score -9208307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -9208290.000000 Penalty: 12992.581055
	Iteration 32Q: 3 clusters Score -9208290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -9208292.000000 Penalty: 12992.581055
	Iteration 33Q: 3 clusters Score -9208292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -9208288.000000 Penalty: 12992.581055
	Iteration 34Q: 3 clusters Score -9208288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -9208296.000000 Penalty: 12992.581055
	Iteration 35Q: 3 clusters Score -9208296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -9208294.000000 Penalty: 12992.581055
	Iteration 36Q: 3 clusters Score -9208294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -9208298.000000 Penalty: 12992.581055
	Iteration 37Q: 3 clusters Score -9208298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -9208287.000000 Penalty: 12992.581055
	Iteration 38Q: 3 clusters Score -9208287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -9208287.000000 Penalty: 12992.581055
	Iteration 39F: 3 clusters Score -9208287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -2860865.500000 Penalty: 5797.586426
	Iteration 0F: 2 clusters Score -2860866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2848848.000000 Penalty: 11595.172852
	Iteration 0F: 3 clusters Score -2848848 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2851680.250000 Penalty: 11595.172852
	Iteration 1F: 3 clusters Score -2851680 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2852274.000000 Penalty: 11595.172852
	Iteration 2F: 3 clusters Score -2852274 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2852641.500000 Penalty: 11595.172852
	Iteration 3F: 3 clusters Score -2852642 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2852921.000000 Penalty: 11595.172852
	Iteration 4Q: 3 clusters Score -2852921 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2853126.000000 Penalty: 11595.172852
	Iteration 5Q: 3 clusters Score -2853126 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2853289.000000 Penalty: 11595.172852
	Iteration 6Q: 3 clusters Score -2853289 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2853436.500000 Penalty: 11595.172852
	Iteration 7Q: 3 clusters Score -2853436 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2853571.500000 Penalty: 11595.172852
	Iteration 8Q: 3 clusters Score -2853572 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2853716.250000 Penalty: 11595.172852
	Iteration 9Q: 3 clusters Score -2853716 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2853863.500000 Penalty: 11595.172852
	Iteration 10Q: 3 clusters Score -2853864 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2854021.750000 Penalty: 11595.172852
	Iteration 11Q: 3 clusters Score -2854022 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2854180.500000 Penalty: 11595.172852
	Iteration 12Q: 3 clusters Score -2854180 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2854363.750000 Penalty: 11595.172852
	Iteration 13Q: 3 clusters Score -2854364 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2854557.750000 Penalty: 11595.172852
	Iteration 14Q: 3 clusters Score -2854558 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2854796.000000 Penalty: 11595.172852
	Iteration 15Q: 3 clusters Score -2854796 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2855057.500000 Penalty: 11595.172852
	Iteration 16Q: 3 clusters Score -2855058 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2855303.750000 Penalty: 11595.172852
	Iteration 17Q: 3 clusters Score -2855304 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2855557.750000 Penalty: 11595.172852
	Iteration 18Q: 3 clusters Score -2855558 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2855768.500000 Penalty: 11595.172852
	Iteration 19Q: 3 clusters Score -2855768 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2855971.250000 Penalty: 11595.172852
	Iteration 20F: 3 clusters Score -2855971 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2856111.500000 Penalty: 11595.172852
	Iteration 21Q: 3 clusters Score -2856112 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2856245.500000 Penalty: 11595.172852
	Iteration 22Q: 3 clusters Score -2856246 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2856371.250000 Penalty: 11595.172852
	Iteration 23Q: 3 clusters Score -2856371 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2856444.000000 Penalty: 11595.172852
	Iteration 24Q: 3 clusters Score -2856444 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2856538.500000 Penalty: 11595.172852
	Iteration 25Q: 3 clusters Score -2856538 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2856597.750000 Penalty: 11595.172852
	Iteration 26Q: 3 clusters Score -2856598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2856637.750000 Penalty: 11595.172852
	Iteration 27Q: 3 clusters Score -2856638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2856663.000000 Penalty: 11595.172852
	Iteration 28Q: 3 clusters Score -2856663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2856685.750000 Penalty: 11595.172852
	Iteration 29Q: 3 clusters Score -2856686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2856707.500000 Penalty: 11595.172852
	Iteration 30Q: 3 clusters Score -2856708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2856709.750000 Penalty: 11595.172852
	Iteration 31Q: 3 clusters Score -2856710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2856710.500000 Penalty: 11595.172852
	Iteration 32Q: 3 clusters Score -2856710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2856719.750000 Penalty: 11595.172852
	Iteration 33Q: 3 clusters Score -2856720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2856719.250000 Penalty: 11595.172852
	Iteration 34Q: 3 clusters Score -2856719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2856721.250000 Penalty: 11595.172852
	Iteration 35Q: 3 clusters Score -2856721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2856728.500000 Penalty: 11595.172852
	Iteration 36Q: 3 clusters Score -2856728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2856731.750000 Penalty: 11595.172852
	Iteration 37Q: 3 clusters Score -2856732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2856730.000000 Penalty: 11595.172852
	Iteration 38Q: 3 clusters Score -2856730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2856730.500000 Penalty: 11595.172852
	Iteration 39Q: 3 clusters Score -2856730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2856730.500000 Penalty: 11595.172852
	Iteration 40F: 3 clusters Score -2856730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Entering Unmasked Estep 
Score: -2958976.250000 Penalty: 5825.238281
	Iteration 0F: 2 clusters Score -2958976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2946596.000000 Penalty: 11650.476562
	Iteration 0F: 3 clusters Score -2946596 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2949520.500000 Penalty: 11650.476562
	Iteration 1F: 3 clusters Score -2949520 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2950068.750000 Penalty: 11650.476562
	Iteration 2F: 3 clusters Score -2950069 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2950398.250000 Penalty: 11650.476562
	Iteration 3Q: 3 clusters Score -2950398 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2950589.000000 Penalty: 11650.476562
	Iteration 4Q: 3 clusters Score -2950589 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2950751.500000 Penalty: 11650.476562
	Iteration 5Q: 3 clusters Score -2950752 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2950889.000000 Penalty: 11650.476562
	Iteration 6Q: 3 clusters Score -2950889 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2951007.500000 Penalty: 11650.476562
	Iteration 7Q: 3 clusters Score -2951008 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2951108.750000 Penalty: 11650.476562
	Iteration 8Q: 3 clusters Score -2951109 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2951215.000000 Penalty: 11650.476562
	Iteration 9Q: 3 clusters Score -2951215 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2951296.250000 Penalty: 11650.476562
	Iteration 10Q: 3 clusters Score -2951296 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2951385.250000 Penalty: 11650.476562
	Iteration 11Q: 3 clusters Score -2951385 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2951465.750000 Penalty: 11650.476562
	Iteration 12Q: 3 clusters Score -2951466 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2951561.500000 Penalty: 11650.476562
	Iteration 13Q: 3 clusters Score -2951562 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2951659.250000 Penalty: 11650.476562
	Iteration 14Q: 3 clusters Score -2951659 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2951747.500000 Penalty: 11650.476562
	Iteration 15Q: 3 clusters Score -2951748 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2951842.250000 Penalty: 11650.476562
	Iteration 16Q: 3 clusters Score -2951842 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2951942.500000 Penalty: 11650.476562
	Iteration 17Q: 3 clusters Score -2951942 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2952046.000000 Penalty: 11650.476562
	Iteration 18Q: 3 clusters Score -2952046 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2952135.250000 Penalty: 11650.476562
	Iteration 19Q: 3 clusters Score -2952135 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2952214.750000 Penalty: 11650.476562
	Iteration 20F: 3 clusters Score -2952215 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2952314.000000 Penalty: 11650.476562
	Iteration 21Q: 3 clusters Score -2952314 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2952430.500000 Penalty: 11650.476562
	Iteration 22Q: 3 clusters Score -2952430 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2952562.000000 Penalty: 11650.476562
	Iteration 23Q: 3 clusters Score -2952562 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2952707.000000 Penalty: 11650.476562
	Iteration 24Q: 3 clusters Score -2952707 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2952843.750000 Penalty: 11650.476562
	Iteration 25Q: 3 clusters Score -2952844 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2952973.750000 Penalty: 11650.476562
	Iteration 26Q: 3 clusters Score -2952974 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2953140.750000 Penalty: 11650.476562
	Iteration 27Q: 3 clusters Score -2953141 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2953296.250000 Penalty: 11650.476562
	Iteration 28Q: 3 clusters Score -2953296 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2953469.500000 Penalty: 11650.476562
	Iteration 29Q: 3 clusters Score -2953470 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2953660.500000 Penalty: 11650.476562
	Iteration 30Q: 3 clusters Score -2953660 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2953860.250000 Penalty: 11650.476562
	Iteration 31Q: 3 clusters Score -2953860 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2954061.750000 Penalty: 11650.476562
	Iteration 32Q: 3 clusters Score -2954062 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2954252.250000 Penalty: 11650.476562
	Iteration 33Q: 3 clusters Score -2954252 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2954470.250000 Penalty: 11650.476562
	Iteration 34Q: 3 clusters Score -2954470 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2954671.500000 Penalty: 11650.476562
	Iteration 35Q: 3 clusters Score -2954672 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2954855.000000 Penalty: 11650.476562
	Iteration 36Q: 3 clusters Score -2954855 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2954996.250000 Penalty: 11650.476562
	Iteration 37Q: 3 clusters Score -2954996 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2955124.000000 Penalty: 11650.476562
	Iteration 38Q: 3 clusters Score -2955124 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2955227.250000 Penalty: 11650.476562
	Iteration 39Q: 3 clusters Score -2955227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2955301.500000 Penalty: 11650.476562
	Iteration 40F: 3 clusters Score -2955302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2955343.000000 Penalty: 11650.476562
	Iteration 41Q: 3 clusters Score -2955343 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2955386.000000 Penalty: 11650.476562
	Iteration 42Q: 3 clusters Score -2955386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2955403.250000 Penalty: 11650.476562
	Iteration 43Q: 3 clusters Score -2955403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2955440.500000 Penalty: 11650.476562
	Iteration 44Q: 3 clusters Score -2955440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2955456.500000 Penalty: 11650.476562
	Iteration 45Q: 3 clusters Score -2955456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2955470.750000 Penalty: 11650.476562
	Iteration 46Q: 3 clusters Score -2955471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2955476.250000 Penalty: 11650.476562
	Iteration 47Q: 3 clusters Score -2955476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2955493.000000 Penalty: 11650.476562
	Iteration 48Q: 3 clusters Score -2955493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2955493.750000 Penalty: 11650.476562
	Iteration 49Q: 3 clusters Score -2955494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2955496.500000 Penalty: 11650.476562
	Iteration 50Q: 3 clusters Score -2955496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2955498.250000 Penalty: 11650.476562
	Iteration 51Q: 3 clusters Score -2955498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2955493.250000 Penalty: 11650.476562
	Iteration 52Q: 3 clusters Score -2955493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2955506.250000 Penalty: 11650.476562
	Iteration 53Q: 3 clusters Score -2955506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2955511.000000 Penalty: 11650.476562
	Iteration 54Q: 3 clusters Score -2955511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2955512.750000 Penalty: 11650.476562
	Iteration 55Q: 3 clusters Score -2955513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2955514.000000 Penalty: 11650.476562
	Iteration 56Q: 3 clusters Score -2955514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2955511.000000 Penalty: 11650.476562
	Iteration 57Q: 3 clusters Score -2955511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2955511.500000 Penalty: 11650.476562
	Iteration 58Q: 3 clusters Score -2955512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2955510.250000 Penalty: 11650.476562
	Iteration 59Q: 3 clusters Score -2955510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2955510.250000 Penalty: 11650.476562
	Iteration 60F: 3 clusters Score -2955510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Entering Unmasked Estep 
Score: -3575647.750000 Penalty: 5926.333008
	Iteration 0F: 2 clusters Score -3575648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3561872.250000 Penalty: 11852.666016
	Iteration 0F: 3 clusters Score -3561872 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3566163.750000 Penalty: 11852.666016
	Iteration 1F: 3 clusters Score -3566164 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3567430.500000 Penalty: 11852.666016
	Iteration 2F: 3 clusters Score -3567430 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3568461.500000 Penalty: 11852.666016
	Iteration 3F: 3 clusters Score -3568462 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3569293.250000 Penalty: 11852.666016
	Iteration 4F: 3 clusters Score -3569293 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3569985.750000 Penalty: 11852.666016
	Iteration 5F: 3 clusters Score -3569986 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3570560.500000 Penalty: 11852.666016
	Iteration 6Q: 3 clusters Score -3570560 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -3570975.000000 Penalty: 11852.666016
	Iteration 7Q: 3 clusters Score -3570975 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3571241.500000 Penalty: 11852.666016
	Iteration 8Q: 3 clusters Score -3571242 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3571467.000000 Penalty: 11852.666016
	Iteration 9Q: 3 clusters Score -3571467 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3571645.000000 Penalty: 11852.666016
	Iteration 10Q: 3 clusters Score -3571645 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3571769.750000 Penalty: 11852.666016
	Iteration 11Q: 3 clusters Score -3571770 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3571875.500000 Penalty: 11852.666016
	Iteration 12Q: 3 clusters Score -3571876 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3571957.250000 Penalty: 11852.666016
	Iteration 13Q: 3 clusters Score -3571957 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3572050.250000 Penalty: 11852.666016
	Iteration 14Q: 3 clusters Score -3572050 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3572118.000000 Penalty: 11852.666016
	Iteration 15Q: 3 clusters Score -3572118 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3572187.250000 Penalty: 11852.666016
	Iteration 16Q: 3 clusters Score -3572187 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3572247.000000 Penalty: 11852.666016
	Iteration 17Q: 3 clusters Score -3572247 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3572279.500000 Penalty: 11852.666016
	Iteration 18Q: 3 clusters Score -3572280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3572308.000000 Penalty: 11852.666016
	Iteration 19Q: 3 clusters Score -3572308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3572338.250000 Penalty: 11852.666016
	Iteration 20F: 3 clusters Score -3572338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3572367.000000 Penalty: 11852.666016
	Iteration 21Q: 3 clusters Score -3572367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3572379.750000 Penalty: 11852.666016
	Iteration 22Q: 3 clusters Score -3572380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3572391.750000 Penalty: 11852.666016
	Iteration 23Q: 3 clusters Score -3572392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3572408.250000 Penalty: 11852.666016
	Iteration 24Q: 3 clusters Score -3572408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3572416.750000 Penalty: 11852.666016
	Iteration 25Q: 3 clusters Score -3572417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3572421.500000 Penalty: 11852.666016
	Iteration 26Q: 3 clusters Score -3572422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3572432.250000 Penalty: 11852.666016
	Iteration 27Q: 3 clusters Score -3572432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3572438.000000 Penalty: 11852.666016
	Iteration 28Q: 3 clusters Score -3572438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3572440.750000 Penalty: 11852.666016
	Iteration 29Q: 3 clusters Score -3572441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3572447.250000 Penalty: 11852.666016
	Iteration 30Q: 3 clusters Score -3572447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3572448.250000 Penalty: 11852.666016
	Iteration 31Q: 3 clusters Score -3572448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3572447.500000 Penalty: 11852.666016
	Iteration 32Q: 3 clusters Score -3572448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3572454.250000 Penalty: 11852.666016
	Iteration 33Q: 3 clusters Score -3572454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3572458.250000 Penalty: 11852.666016
	Iteration 34Q: 3 clusters Score -3572458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3572463.250000 Penalty: 11852.666016
	Iteration 35Q: 3 clusters Score -3572463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3572460.000000 Penalty: 11852.666016
	Iteration 36Q: 3 clusters Score -3572460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3572463.000000 Penalty: 11852.666016
	Iteration 37Q: 3 clusters Score -3572463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3572467.750000 Penalty: 11852.666016
	Iteration 38Q: 3 clusters Score -3572468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3572466.750000 Penalty: 11852.666016
	Iteration 39Q: 3 clusters Score -3572467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3572466.750000 Penalty: 11852.666016
	Iteration 40F: 3 clusters Score -3572467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3572464.250000 Penalty: 11852.666016
	Iteration 41Q: 3 clusters Score -3572464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3572467.750000 Penalty: 11852.666016
	Iteration 42Q: 3 clusters Score -3572468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3572475.000000 Penalty: 11852.666016
	Iteration 43Q: 3 clusters Score -3572475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3572474.500000 Penalty: 11852.666016
	Iteration 44Q: 3 clusters Score -3572474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3572479.750000 Penalty: 11852.666016
	Iteration 45Q: 3 clusters Score -3572480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3572487.750000 Penalty: 11852.666016
	Iteration 46Q: 3 clusters Score -3572488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3572476.000000 Penalty: 11852.666016
	Iteration 47Q: 3 clusters Score -3572476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3572483.000000 Penalty: 11852.666016
	Iteration 48Q: 3 clusters Score -3572483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3572477.500000 Penalty: 11852.666016
	Iteration 49Q: 3 clusters Score -3572478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3572487.500000 Penalty: 11852.666016
	Iteration 50Q: 3 clusters Score -3572488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3572487.250000 Penalty: 11852.666016
	Iteration 51Q: 3 clusters Score -3572487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3572492.250000 Penalty: 11852.666016
	Iteration 52Q: 3 clusters Score -3572492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3572492.250000 Penalty: 11852.666016
	Iteration 53F: 3 clusters Score -3572492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Entering Unmasked Estep 
Score: -2141347.500000 Penalty: 5601.346191
	Iteration 0F: 2 clusters Score -2141348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2131454.500000 Penalty: 11202.692383
	Iteration 0F: 3 clusters Score -2131454 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2133420.000000 Penalty: 11202.692383
	Iteration 1F: 3 clusters Score -2133420 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2133837.000000 Penalty: 11202.692383
	Iteration 2F: 3 clusters Score -2133837 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2134082.500000 Penalty: 11202.692383
	Iteration 3Q: 3 clusters Score -2134082 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2134241.250000 Penalty: 11202.692383
	Iteration 4Q: 3 clusters Score -2134241 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2134355.250000 Penalty: 11202.692383
	Iteration 5Q: 3 clusters Score -2134355 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2134447.500000 Penalty: 11202.692383
	Iteration 6Q: 3 clusters Score -2134448 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2134513.500000 Penalty: 11202.692383
	Iteration 7Q: 3 clusters Score -2134514 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2134564.750000 Penalty: 11202.692383
	Iteration 8Q: 3 clusters Score -2134565 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2134599.500000 Penalty: 11202.692383
	Iteration 9Q: 3 clusters Score -2134600 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2134621.500000 Penalty: 11202.692383
	Iteration 10Q: 3 clusters Score -2134622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2134654.500000 Penalty: 11202.692383
	Iteration 11Q: 3 clusters Score -2134654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2134672.750000 Penalty: 11202.692383
	Iteration 12Q: 3 clusters Score -2134673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2134685.750000 Penalty: 11202.692383
	Iteration 13Q: 3 clusters Score -2134686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2134706.250000 Penalty: 11202.692383
	Iteration 14Q: 3 clusters Score -2134706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2134714.750000 Penalty: 11202.692383
	Iteration 15Q: 3 clusters Score -2134715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2134728.750000 Penalty: 11202.692383
	Iteration 16Q: 3 clusters Score -2134729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2134739.250000 Penalty: 11202.692383
	Iteration 17Q: 3 clusters Score -2134739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2134746.750000 Penalty: 11202.692383
	Iteration 18Q: 3 clusters Score -2134747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2134753.500000 Penalty: 11202.692383
	Iteration 19Q: 3 clusters Score -2134754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2134767.500000 Penalty: 11202.692383
	Iteration 20F: 3 clusters Score -2134768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2134774.750000 Penalty: 11202.692383
	Iteration 21Q: 3 clusters Score -2134775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2134787.500000 Penalty: 11202.692383
	Iteration 22Q: 3 clusters Score -2134788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2134802.000000 Penalty: 11202.692383
	Iteration 23Q: 3 clusters Score -2134802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2134814.250000 Penalty: 11202.692383
	Iteration 24Q: 3 clusters Score -2134814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2134824.750000 Penalty: 11202.692383
	Iteration 25Q: 3 clusters Score -2134825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2134830.250000 Penalty: 11202.692383
	Iteration 26Q: 3 clusters Score -2134830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2134836.750000 Penalty: 11202.692383
	Iteration 27Q: 3 clusters Score -2134837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2134845.000000 Penalty: 11202.692383
	Iteration 28Q: 3 clusters Score -2134845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2134850.000000 Penalty: 11202.692383
	Iteration 29Q: 3 clusters Score -2134850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2134861.500000 Penalty: 11202.692383
	Iteration 30Q: 3 clusters Score -2134862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2134863.250000 Penalty: 11202.692383
	Iteration 31Q: 3 clusters Score -2134863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2134869.500000 Penalty: 11202.692383
	Iteration 32Q: 3 clusters Score -2134870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2134873.750000 Penalty: 11202.692383
	Iteration 33Q: 3 clusters Score -2134874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2134872.750000 Penalty: 11202.692383
	Iteration 34Q: 3 clusters Score -2134873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2134878.750000 Penalty: 11202.692383
	Iteration 35Q: 3 clusters Score -2134879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2134884.500000 Penalty: 11202.692383
	Iteration 36Q: 3 clusters Score -2134884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2134890.250000 Penalty: 11202.692383
	Iteration 37Q: 3 clusters Score -2134890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2134892.500000 Penalty: 11202.692383
	Iteration 38Q: 3 clusters Score -2134892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2134898.000000 Penalty: 11202.692383
	Iteration 39Q: 3 clusters Score -2134898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2134898.750000 Penalty: 11202.692383
	Iteration 40F: 3 clusters Score -2134899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2134907.250000 Penalty: 11202.692383
	Iteration 41Q: 3 clusters Score -2134907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2134913.750000 Penalty: 11202.692383
	Iteration 42Q: 3 clusters Score -2134914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2134921.750000 Penalty: 11202.692383
	Iteration 43Q: 3 clusters Score -2134922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2134930.000000 Penalty: 11202.692383
	Iteration 44Q: 3 clusters Score -2134930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2134933.750000 Penalty: 11202.692383
	Iteration 45Q: 3 clusters Score -2134934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2134940.000000 Penalty: 11202.692383
	Iteration 46Q: 3 clusters Score -2134940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2134944.000000 Penalty: 11202.692383
	Iteration 47Q: 3 clusters Score -2134944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2134945.500000 Penalty: 11202.692383
	Iteration 48Q: 3 clusters Score -2134946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2134949.000000 Penalty: 11202.692383
	Iteration 49Q: 3 clusters Score -2134949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2134949.250000 Penalty: 11202.692383
	Iteration 50Q: 3 clusters Score -2134949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2134949.250000 Penalty: 11202.692383
	Iteration 51Q: 3 clusters Score -2134949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2134948.000000 Penalty: 11202.692383
	Iteration 52Q: 3 clusters Score -2134948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2134954.000000 Penalty: 11202.692383
	Iteration 53Q: 3 clusters Score -2134954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2134962.250000 Penalty: 11202.692383
	Iteration 54Q: 3 clusters Score -2134962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2134961.000000 Penalty: 11202.692383
	Iteration 55Q: 3 clusters Score -2134961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2134962.750000 Penalty: 11202.692383
	Iteration 56Q: 3 clusters Score -2134963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2134964.250000 Penalty: 11202.692383
	Iteration 57Q: 3 clusters Score -2134964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2134964.250000 Penalty: 11202.692383
	Iteration 58F: 3 clusters Score -2134964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Entering Unmasked Estep 
Score: -3810439.000000 Penalty: 5951.611816
	Iteration 0F: 2 clusters Score -3810439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3796151.750000 Penalty: 11903.223633
	Iteration 0F: 3 clusters Score -3796152 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3799703.000000 Penalty: 11903.223633
	Iteration 1F: 3 clusters Score -3799703 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3800200.750000 Penalty: 11903.223633
	Iteration 2F: 3 clusters Score -3800201 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3800481.000000 Penalty: 11903.223633
	Iteration 3Q: 3 clusters Score -3800481 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3800709.750000 Penalty: 11903.223633
	Iteration 4Q: 3 clusters Score -3800710 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3800869.750000 Penalty: 11903.223633
	Iteration 5Q: 3 clusters Score -3800870 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3801040.750000 Penalty: 11903.223633
	Iteration 6Q: 3 clusters Score -3801041 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -3801219.500000 Penalty: 11903.223633
	Iteration 7Q: 3 clusters Score -3801220 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3801384.750000 Penalty: 11903.223633
	Iteration 8Q: 3 clusters Score -3801385 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3801567.250000 Penalty: 11903.223633
	Iteration 9Q: 3 clusters Score -3801567 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3801764.750000 Penalty: 11903.223633
	Iteration 10Q: 3 clusters Score -3801765 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3802000.750000 Penalty: 11903.223633
	Iteration 11Q: 3 clusters Score -3802001 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3802237.750000 Penalty: 11903.223633
	Iteration 12Q: 3 clusters Score -3802238 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3802511.750000 Penalty: 11903.223633
	Iteration 13Q: 3 clusters Score -3802512 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3802810.500000 Penalty: 11903.223633
	Iteration 14Q: 3 clusters Score -3802810 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3803163.500000 Penalty: 11903.223633
	Iteration 15Q: 3 clusters Score -3803164 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3803510.000000 Penalty: 11903.223633
	Iteration 16Q: 3 clusters Score -3803510 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3803828.000000 Penalty: 11903.223633
	Iteration 17Q: 3 clusters Score -3803828 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3804120.500000 Penalty: 11903.223633
	Iteration 18Q: 3 clusters Score -3804120 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3804346.250000 Penalty: 11903.223633
	Iteration 19Q: 3 clusters Score -3804346 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3804560.500000 Penalty: 11903.223633
	Iteration 20F: 3 clusters Score -3804560 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3804735.500000 Penalty: 11903.223633
	Iteration 21Q: 3 clusters Score -3804736 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3804862.500000 Penalty: 11903.223633
	Iteration 22Q: 3 clusters Score -3804862 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3804939.750000 Penalty: 11903.223633
	Iteration 23Q: 3 clusters Score -3804940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3805002.750000 Penalty: 11903.223633
	Iteration 24Q: 3 clusters Score -3805003 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3805051.250000 Penalty: 11903.223633
	Iteration 25Q: 3 clusters Score -3805051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3805085.000000 Penalty: 11903.223633
	Iteration 26Q: 3 clusters Score -3805085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3805102.750000 Penalty: 11903.223633
	Iteration 27Q: 3 clusters Score -3805103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3805116.500000 Penalty: 11903.223633
	Iteration 28Q: 3 clusters Score -3805116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3805121.250000 Penalty: 11903.223633
	Iteration 29Q: 3 clusters Score -3805121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3805133.750000 Penalty: 11903.223633
	Iteration 30Q: 3 clusters Score -3805134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3805138.750000 Penalty: 11903.223633
	Iteration 31Q: 3 clusters Score -3805139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3805141.500000 Penalty: 11903.223633
	Iteration 32Q: 3 clusters Score -3805142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3805148.750000 Penalty: 11903.223633
	Iteration 33Q: 3 clusters Score -3805149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3805155.250000 Penalty: 11903.223633
	Iteration 34Q: 3 clusters Score -3805155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3805159.250000 Penalty: 11903.223633
	Iteration 35Q: 3 clusters Score -3805159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3805162.250000 Penalty: 11903.223633
	Iteration 36Q: 3 clusters Score -3805162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3805170.250000 Penalty: 11903.223633
	Iteration 37Q: 3 clusters Score -3805170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3805173.000000 Penalty: 11903.223633
	Iteration 38Q: 3 clusters Score -3805173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3805173.000000 Penalty: 11903.223633
	Iteration 39F: 3 clusters Score -3805173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Entering Unmasked Estep 
Score: -2303437.750000 Penalty: 5655.979492
	Iteration 0F: 2 clusters Score -2303438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2293011.500000 Penalty: 11311.958984
	Iteration 0F: 3 clusters Score -2293012 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2295149.000000 Penalty: 11311.958984
	Iteration 1F: 3 clusters Score -2295149 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2295592.750000 Penalty: 11311.958984
	Iteration 2F: 3 clusters Score -2295593 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2295870.000000 Penalty: 11311.958984
	Iteration 3Q: 3 clusters Score -2295870 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2296055.000000 Penalty: 11311.958984
	Iteration 4Q: 3 clusters Score -2296055 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2296175.750000 Penalty: 11311.958984
	Iteration 5Q: 3 clusters Score -2296176 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2296262.750000 Penalty: 11311.958984
	Iteration 6Q: 3 clusters Score -2296263 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2296345.000000 Penalty: 11311.958984
	Iteration 7Q: 3 clusters Score -2296345 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2296409.750000 Penalty: 11311.958984
	Iteration 8Q: 3 clusters Score -2296410 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2296458.750000 Penalty: 11311.958984
	Iteration 9Q: 3 clusters Score -2296459 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2296512.750000 Penalty: 11311.958984
	Iteration 10Q: 3 clusters Score -2296513 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2296558.500000 Penalty: 11311.958984
	Iteration 11Q: 3 clusters Score -2296558 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2296607.250000 Penalty: 11311.958984
	Iteration 12Q: 3 clusters Score -2296607 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2296644.750000 Penalty: 11311.958984
	Iteration 13Q: 3 clusters Score -2296645 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2296678.000000 Penalty: 11311.958984
	Iteration 14Q: 3 clusters Score -2296678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2296717.750000 Penalty: 11311.958984
	Iteration 15Q: 3 clusters Score -2296718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2296746.250000 Penalty: 11311.958984
	Iteration 16Q: 3 clusters Score -2296746 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2296778.250000 Penalty: 11311.958984
	Iteration 17Q: 3 clusters Score -2296778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2296814.500000 Penalty: 11311.958984
	Iteration 18Q: 3 clusters Score -2296814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2296835.000000 Penalty: 11311.958984
	Iteration 19Q: 3 clusters Score -2296835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2296868.250000 Penalty: 11311.958984
	Iteration 20F: 3 clusters Score -2296868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2296890.500000 Penalty: 11311.958984
	Iteration 21Q: 3 clusters Score -2296890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2296926.250000 Penalty: 11311.958984
	Iteration 22Q: 3 clusters Score -2296926 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2296951.750000 Penalty: 11311.958984
	Iteration 23Q: 3 clusters Score -2296952 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2296974.000000 Penalty: 11311.958984
	Iteration 24Q: 3 clusters Score -2296974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2297000.250000 Penalty: 11311.958984
	Iteration 25Q: 3 clusters Score -2297000 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2297031.500000 Penalty: 11311.958984
	Iteration 26Q: 3 clusters Score -2297032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2297056.000000 Penalty: 11311.958984
	Iteration 27Q: 3 clusters Score -2297056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2297100.000000 Penalty: 11311.958984
	Iteration 28Q: 3 clusters Score -2297100 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2297134.500000 Penalty: 11311.958984
	Iteration 29Q: 3 clusters Score -2297134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2297171.000000 Penalty: 11311.958984
	Iteration 30Q: 3 clusters Score -2297171 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2297199.500000 Penalty: 11311.958984
	Iteration 31Q: 3 clusters Score -2297200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2297245.500000 Penalty: 11311.958984
	Iteration 32Q: 3 clusters Score -2297246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2297298.000000 Penalty: 11311.958984
	Iteration 33Q: 3 clusters Score -2297298 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2297367.250000 Penalty: 11311.958984
	Iteration 34Q: 3 clusters Score -2297367 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2297444.250000 Penalty: 11311.958984
	Iteration 35Q: 3 clusters Score -2297444 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2297569.500000 Penalty: 11311.958984
	Iteration 36Q: 3 clusters Score -2297570 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2297746.500000 Penalty: 11311.958984
	Iteration 37Q: 3 clusters Score -2297746 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2298074.250000 Penalty: 11311.958984
	Iteration 38Q: 3 clusters Score -2298074 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2298667.750000 Penalty: 11311.958984
	Iteration 39Q: 3 clusters Score -2298668 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2299619.750000 Penalty: 11311.958984
	Iteration 40F: 3 clusters Score -2299620 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2300488.000000 Penalty: 11311.958984
	Iteration 41F: 3 clusters Score -2300488 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2300947.750000 Penalty: 11311.958984
	Iteration 42Q: 3 clusters Score -2300948 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2301175.250000 Penalty: 11311.958984
	Iteration 43Q: 3 clusters Score -2301175 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2301366.750000 Penalty: 11311.958984
	Iteration 44Q: 3 clusters Score -2301367 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2301540.750000 Penalty: 11311.958984
	Iteration 45Q: 3 clusters Score -2301541 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2301726.500000 Penalty: 11311.958984
	Iteration 46Q: 3 clusters Score -2301726 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2301937.000000 Penalty: 11311.958984
	Iteration 47Q: 3 clusters Score -2301937 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2302079.000000 Penalty: 11311.958984
	Iteration 48Q: 3 clusters Score -2302079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2302140.750000 Penalty: 11311.958984
	Iteration 49Q: 3 clusters Score -2302141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2302187.750000 Penalty: 11311.958984
	Iteration 50Q: 3 clusters Score -2302188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2302221.750000 Penalty: 11311.958984
	Iteration 51Q: 3 clusters Score -2302222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2302247.000000 Penalty: 11311.958984
	Iteration 52Q: 3 clusters Score -2302247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2302267.250000 Penalty: 11311.958984
	Iteration 53Q: 3 clusters Score -2302267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2302283.500000 Penalty: 11311.958984
	Iteration 54Q: 3 clusters Score -2302284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2302293.500000 Penalty: 11311.958984
	Iteration 55Q: 3 clusters Score -2302294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2302299.750000 Penalty: 11311.958984
	Iteration 56Q: 3 clusters Score -2302300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2302310.250000 Penalty: 11311.958984
	Iteration 57Q: 3 clusters Score -2302310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2302315.000000 Penalty: 11311.958984
	Iteration 58Q: 3 clusters Score -2302315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2302317.000000 Penalty: 11311.958984
	Iteration 59Q: 3 clusters Score -2302317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2302319.000000 Penalty: 11311.958984
	Iteration 60F: 3 clusters Score -2302319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2302325.500000 Penalty: 11311.958984
	Iteration 61Q: 3 clusters Score -2302326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2302330.000000 Penalty: 11311.958984
	Iteration 62Q: 3 clusters Score -2302330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2302333.500000 Penalty: 11311.958984
	Iteration 63Q: 3 clusters Score -2302334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2302343.000000 Penalty: 11311.958984
	Iteration 64Q: 3 clusters Score -2302343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2302347.250000 Penalty: 11311.958984
	Iteration 65Q: 3 clusters Score -2302347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2302346.250000 Penalty: 11311.958984
	Iteration 66Q: 3 clusters Score -2302346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2302346.250000 Penalty: 11311.958984
	Iteration 67F: 3 clusters Score -2302346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -536887.375000 Penalty: 4790.265137
	Iteration 0F: 2 clusters Score -536887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -531549.187500 Penalty: 9580.530273
	Iteration 0F: 3 clusters Score -531549.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -532334.812500 Penalty: 9580.530273
	Iteration 1F: 3 clusters Score -532334.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -532738.937500 Penalty: 9580.530273
	Iteration 2F: 3 clusters Score -532738.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -533041.125000 Penalty: 9580.530273
	Iteration 3Q: 3 clusters Score -533041.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -533270.375000 Penalty: 9580.530273
	Iteration 4Q: 3 clusters Score -533270.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -533474.812500 Penalty: 9580.530273
	Iteration 5Q: 3 clusters Score -533474.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -533666.000000 Penalty: 9580.530273
	Iteration 6Q: 3 clusters Score -533666 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -533825.687500 Penalty: 9580.530273
	Iteration 7Q: 3 clusters Score -533825.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -534046.187500 Penalty: 9580.530273
	Iteration 8Q: 3 clusters Score -534046.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -534253.812500 Penalty: 9580.530273
	Iteration 9Q: 3 clusters Score -534253.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -534469.125000 Penalty: 9580.530273
	Iteration 10Q: 3 clusters Score -534469.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -534651.437500 Penalty: 9580.530273
	Iteration 11Q: 3 clusters Score -534651.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -534810.812500 Penalty: 9580.530273
	Iteration 12Q: 3 clusters Score -534810.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -534919.875000 Penalty: 9580.530273
	Iteration 13Q: 3 clusters Score -534919.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -534987.375000 Penalty: 9580.530273
	Iteration 14Q: 3 clusters Score -534987.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -535018.562500 Penalty: 9580.530273
	Iteration 15Q: 3 clusters Score -535018.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -535038.812500 Penalty: 9580.530273
	Iteration 16Q: 3 clusters Score -535038.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -535071.937500 Penalty: 9580.530273
	Iteration 17Q: 3 clusters Score -535071.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -535087.187500 Penalty: 9580.530273
	Iteration 18Q: 3 clusters Score -535087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -535101.375000 Penalty: 9580.530273
	Iteration 19Q: 3 clusters Score -535101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -535113.125000 Penalty: 9580.530273
	Iteration 20F: 3 clusters Score -535113.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -535128.000000 Penalty: 9580.530273
	Iteration 21Q: 3 clusters Score -535128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -535133.375000 Penalty: 9580.530273
	Iteration 22Q: 3 clusters Score -535133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -535142.062500 Penalty: 9580.530273
	Iteration 23Q: 3 clusters Score -535142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -535157.687500 Penalty: 9580.530273
	Iteration 24Q: 3 clusters Score -535157.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -535173.937500 Penalty: 9580.530273
	Iteration 25Q: 3 clusters Score -535173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -535179.750000 Penalty: 9580.530273
	Iteration 26Q: 3 clusters Score -535179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -535188.062500 Penalty: 9580.530273
	Iteration 27Q: 3 clusters Score -535188.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -535190.312500 Penalty: 9580.530273
	Iteration 28Q: 3 clusters Score -535190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -535196.250000 Penalty: 9580.530273
	Iteration 29Q: 3 clusters Score -535196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -535206.187500 Penalty: 9580.530273
	Iteration 30Q: 3 clusters Score -535206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -535221.937500 Penalty: 9580.530273
	Iteration 31Q: 3 clusters Score -535221.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -535245.062500 Penalty: 9580.530273
	Iteration 32Q: 3 clusters Score -535245.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -535279.562500 Penalty: 9580.530273
	Iteration 33Q: 3 clusters Score -535279.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -535312.312500 Penalty: 9580.530273
	Iteration 34Q: 3 clusters Score -535312.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -535368.437500 Penalty: 9580.530273
	Iteration 35Q: 3 clusters Score -535368.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -535452.250000 Penalty: 9580.530273
	Iteration 36Q: 3 clusters Score -535452.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -535543.187500 Penalty: 9580.530273
	Iteration 37Q: 3 clusters Score -535543.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -535645.562500 Penalty: 9580.530273
	Iteration 38Q: 3 clusters Score -535645.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -535762.500000 Penalty: 9580.530273
	Iteration 39Q: 3 clusters Score -535762.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -535857.750000 Penalty: 9580.530273
	Iteration 40F: 3 clusters Score -535857.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -535939.437500 Penalty: 9580.530273
	Iteration 41Q: 3 clusters Score -535939.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -535993.312500 Penalty: 9580.530273
	Iteration 42Q: 3 clusters Score -535993.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -536037.312500 Penalty: 9580.530273
	Iteration 43Q: 3 clusters Score -536037.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -536084.062500 Penalty: 9580.530273
	Iteration 44Q: 3 clusters Score -536084.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -536125.687500 Penalty: 9580.530273
	Iteration 45Q: 3 clusters Score -536125.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -536192.062500 Penalty: 9580.530273
	Iteration 46Q: 3 clusters Score -536192.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -536274.500000 Penalty: 9580.530273
	Iteration 47Q: 3 clusters Score -536274.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -536403.312500 Penalty: 9580.530273
	Iteration 48Q: 3 clusters Score -536403.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -536530.312500 Penalty: 9580.530273
	Iteration 49Q: 3 clusters Score -536530.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -536583.312500 Penalty: 9580.530273
	Iteration 50Q: 3 clusters Score -536583.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -536602.312500 Penalty: 9580.530273
	Iteration 51Q: 3 clusters Score -536602.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -536629.375000 Penalty: 9580.530273
	Iteration 52Q: 3 clusters Score -536629.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -536665.312500 Penalty: 9580.530273
	Iteration 53Q: 3 clusters Score -536665.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -536693.187500 Penalty: 9580.530273
	Iteration 54Q: 3 clusters Score -536693.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -536705.562500 Penalty: 9580.530273
	Iteration 55Q: 3 clusters Score -536705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -536716.625000 Penalty: 9580.530273
	Iteration 56Q: 3 clusters Score -536716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -536726.562500 Penalty: 9580.530273
	Iteration 57Q: 3 clusters Score -536726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -536729.375000 Penalty: 9580.530273
	Iteration 58Q: 3 clusters Score -536729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -536734.812500 Penalty: 9580.530273
	Iteration 59Q: 3 clusters Score -536734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -536756.062500 Penalty: 9580.530273
	Iteration 60F: 3 clusters Score -536756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -536772.125000 Penalty: 9580.530273
	Iteration 61Q: 3 clusters Score -536772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -536796.500000 Penalty: 9580.530273
	Iteration 62Q: 3 clusters Score -536796.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -536799.000000 Penalty: 9580.530273
	Iteration 63Q: 3 clusters Score -536799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -536803.625000 Penalty: 9580.530273
	Iteration 64Q: 3 clusters Score -536803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -536819.875000 Penalty: 9580.530273
	Iteration 65Q: 3 clusters Score -536819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -536828.812500 Penalty: 9580.530273
	Iteration 66Q: 3 clusters Score -536828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -536830.000000 Penalty: 9580.530273
	Iteration 67Q: 3 clusters Score -536830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -536832.062500 Penalty: 9580.530273
	Iteration 68Q: 3 clusters Score -536832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -536834.562500 Penalty: 9580.530273
	Iteration 69Q: 3 clusters Score -536834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -536844.625000 Penalty: 9580.530273
	Iteration 70Q: 3 clusters Score -536844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -536846.062500 Penalty: 9580.530273
	Iteration 71Q: 3 clusters Score -536846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -536849.312500 Penalty: 9580.530273
	Iteration 72F: 3 clusters Score -536849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -536866.562500 Penalty: 9580.530273
	Iteration 73Q: 3 clusters Score -536866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -536868.250000 Penalty: 9580.530273
	Iteration 74Q: 3 clusters Score -536868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -536868.250000 Penalty: 9580.530273
	Iteration 75F: 3 clusters Score -536868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Entering Unmasked Estep 
Score: -14566053.000000 Penalty: 6779.701660
	Iteration 0F: 2 clusters Score -1.456605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -14521197.000000 Penalty: 13559.403320
	Iteration 0F: 3 clusters Score -1.45212e+07 nChanged 28688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -14536792.000000 Penalty: 13559.403320
	Iteration 1F: 3 clusters Score -1.453679e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -14537761.000000 Penalty: 13559.403320
	Iteration 2Q: 3 clusters Score -1.453776e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -14538509.000000 Penalty: 13559.403320
	Iteration 3Q: 3 clusters Score -1.453851e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -14539070.000000 Penalty: 13559.403320
	Iteration 4Q: 3 clusters Score -1.453907e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -14539771.000000 Penalty: 13559.403320
	Iteration 5Q: 3 clusters Score -1.453977e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -14540396.000000 Penalty: 13559.403320
	Iteration 6Q: 3 clusters Score -1.45404e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -14541040.000000 Penalty: 13559.403320
	Iteration 7Q: 3 clusters Score -1.454104e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -14541726.000000 Penalty: 13559.403320
	Iteration 8Q: 3 clusters Score -1.454173e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -14542286.000000 Penalty: 13559.403320
	Iteration 9Q: 3 clusters Score -1.454229e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -14542963.000000 Penalty: 13559.403320
	Iteration 10Q: 3 clusters Score -1.454296e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -14543741.000000 Penalty: 13559.403320
	Iteration 11Q: 3 clusters Score -1.454374e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -14544621.000000 Penalty: 13559.403320
	Iteration 12Q: 3 clusters Score -1.454462e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -14545658.000000 Penalty: 13559.403320
	Iteration 13Q: 3 clusters Score -1.454566e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -14546560.000000 Penalty: 13559.403320
	Iteration 14Q: 3 clusters Score -1.454656e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -14547737.000000 Penalty: 13559.403320
	Iteration 15Q: 3 clusters Score -1.454774e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -14549002.000000 Penalty: 13559.403320
	Iteration 16Q: 3 clusters Score -1.4549e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -14550262.000000 Penalty: 13559.403320
	Iteration 17Q: 3 clusters Score -1.455026e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -14551523.000000 Penalty: 13559.403320
	Iteration 18Q: 3 clusters Score -1.455152e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -14552803.000000 Penalty: 13559.403320
	Iteration 19Q: 3 clusters Score -1.45528e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -14553871.000000 Penalty: 13559.403320
	Iteration 20F: 3 clusters Score -1.455387e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -14554877.000000 Penalty: 13559.403320
	Iteration 21Q: 3 clusters Score -1.455488e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -14555807.000000 Penalty: 13559.403320
	Iteration 22Q: 3 clusters Score -1.455581e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -14556645.000000 Penalty: 13559.403320
	Iteration 23Q: 3 clusters Score -1.455664e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -14557358.000000 Penalty: 13559.403320
	Iteration 24Q: 3 clusters Score -1.455736e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -14558029.000000 Penalty: 13559.403320
	Iteration 25Q: 3 clusters Score -1.455803e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -14558610.000000 Penalty: 13559.403320
	Iteration 26Q: 3 clusters Score -1.455861e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -14559075.000000 Penalty: 13559.403320
	Iteration 27Q: 3 clusters Score -1.455908e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -14559398.000000 Penalty: 13559.403320
	Iteration 28Q: 3 clusters Score -1.45594e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -14559665.000000 Penalty: 13559.403320
	Iteration 29Q: 3 clusters Score -1.455966e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -14559853.000000 Penalty: 13559.403320
	Iteration 30Q: 3 clusters Score -1.455985e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -14559992.000000 Penalty: 13559.403320
	Iteration 31Q: 3 clusters Score -1.455999e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -14560134.000000 Penalty: 13559.403320
	Iteration 32Q: 3 clusters Score -1.456013e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -14560229.000000 Penalty: 13559.403320
	Iteration 33Q: 3 clusters Score -1.456023e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -14560289.000000 Penalty: 13559.403320
	Iteration 34Q: 3 clusters Score -1.456029e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -14560433.000000 Penalty: 13559.403320
	Iteration 35Q: 3 clusters Score -1.456043e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -14560510.000000 Penalty: 13559.403320
	Iteration 36Q: 3 clusters Score -1.456051e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -14560581.000000 Penalty: 13559.403320
	Iteration 37Q: 3 clusters Score -1.456058e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -14560584.000000 Penalty: 13559.403320
	Iteration 38Q: 3 clusters Score -1.456058e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -14560644.000000 Penalty: 13559.403320
	Iteration 39Q: 3 clusters Score -1.456064e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -14560659.000000 Penalty: 13559.403320
	Iteration 40F: 3 clusters Score -1.456066e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -14560682.000000 Penalty: 13559.403320
	Iteration 41Q: 3 clusters Score -1.456068e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -14560723.000000 Penalty: 13559.403320
	Iteration 42Q: 3 clusters Score -1.456072e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -14560750.000000 Penalty: 13559.403320
	Iteration 43Q: 3 clusters Score -1.456075e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -14560771.000000 Penalty: 13559.403320
	Iteration 44Q: 3 clusters Score -1.456077e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -14560796.000000 Penalty: 13559.403320
	Iteration 45Q: 3 clusters Score -1.45608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -14560816.000000 Penalty: 13559.403320
	Iteration 46Q: 3 clusters Score -1.456082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -14560843.000000 Penalty: 13559.403320
	Iteration 47Q: 3 clusters Score -1.456084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -14560864.000000 Penalty: 13559.403320
	Iteration 48Q: 3 clusters Score -1.456086e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -14560891.000000 Penalty: 13559.403320
	Iteration 49Q: 3 clusters Score -1.456089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -14560899.000000 Penalty: 13559.403320
	Iteration 50Q: 3 clusters Score -1.45609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -14560909.000000 Penalty: 13559.403320
	Iteration 51Q: 3 clusters Score -1.456091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -14560910.000000 Penalty: 13559.403320
	Iteration 52Q: 3 clusters Score -1.456091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -14560915.000000 Penalty: 13559.403320
	Iteration 53Q: 3 clusters Score -1.456092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -14560910.000000 Penalty: 13559.403320
	Iteration 54Q: 3 clusters Score -1.456091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -14560912.000000 Penalty: 13559.403320
	Iteration 55Q: 3 clusters Score -1.456091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -14560907.000000 Penalty: 13559.403320
	Iteration 56Q: 3 clusters Score -1.456091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -14560907.000000 Penalty: 13559.403320
	Iteration 57F: 3 clusters Score -1.456091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Entering Unmasked Estep 
Score: -26776544.000000 Penalty: 7152.182617
	Iteration 0F: 2 clusters Score -2.677654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -26696756.000000 Penalty: 14304.365234
	Iteration 0F: 3 clusters Score -2.669676e+07 nChanged 53853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -26726344.000000 Penalty: 14304.365234
	Iteration 1F: 3 clusters Score -2.672634e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -26727502.000000 Penalty: 14304.365234
	Iteration 2Q: 3 clusters Score -2.67275e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -26728414.000000 Penalty: 14304.365234
	Iteration 3Q: 3 clusters Score -2.672841e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -26729356.000000 Penalty: 14304.365234
	Iteration 4Q: 3 clusters Score -2.672936e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -26730098.000000 Penalty: 14304.365234
	Iteration 5Q: 3 clusters Score -2.67301e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -26730924.000000 Penalty: 14304.365234
	Iteration 6Q: 3 clusters Score -2.673092e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -26731904.000000 Penalty: 14304.365234
	Iteration 7Q: 3 clusters Score -2.67319e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -26733062.000000 Penalty: 14304.365234
	Iteration 8Q: 3 clusters Score -2.673306e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -26735588.000000 Penalty: 14304.365234
	Iteration 9Q: 3 clusters Score -2.673559e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -26739274.000000 Penalty: 14304.365234
	Iteration 10F: 3 clusters Score -2.673927e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -26744696.000000 Penalty: 14304.365234
	Iteration 11F: 3 clusters Score -2.67447e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97305 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -26751806.000000 Penalty: 14304.365234
	Iteration 12F: 3 clusters Score -2.675181e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -26759050.000000 Penalty: 14304.365234
	Iteration 13F: 3 clusters Score -2.675905e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111025 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -26764268.000000 Penalty: 14304.365234
	Iteration 14Q: 3 clusters Score -2.676427e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114371 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -26767256.000000 Penalty: 14304.365234
	Iteration 15Q: 3 clusters Score -2.676726e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -26768722.000000 Penalty: 14304.365234
	Iteration 16Q: 3 clusters Score -2.676872e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -26769374.000000 Penalty: 14304.365234
	Iteration 17Q: 3 clusters Score -2.676937e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -26769740.000000 Penalty: 14304.365234
	Iteration 18Q: 3 clusters Score -2.676974e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116995 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -26769926.000000 Penalty: 14304.365234
	Iteration 19Q: 3 clusters Score -2.676993e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117052 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -26770056.000000 Penalty: 14304.365234
	Iteration 20F: 3 clusters Score -2.677006e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117099 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -26770096.000000 Penalty: 14304.365234
	Iteration 21Q: 3 clusters Score -2.67701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117119 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -26770120.000000 Penalty: 14304.365234
	Iteration 22Q: 3 clusters Score -2.677012e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -26770110.000000 Penalty: 14304.365234
	Iteration 23Q: 3 clusters Score -2.677011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117144 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -26770108.000000 Penalty: 14304.365234
	Iteration 24Q: 3 clusters Score -2.677011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117146 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -26770140.000000 Penalty: 14304.365234
	Iteration 25Q: 3 clusters Score -2.677014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117153 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -26770158.000000 Penalty: 14304.365234
	Iteration 26Q: 3 clusters Score -2.677016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -26770166.000000 Penalty: 14304.365234
	Iteration 27Q: 3 clusters Score -2.677017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -26770192.000000 Penalty: 14304.365234
	Iteration 28Q: 3 clusters Score -2.677019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117167 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -26770196.000000 Penalty: 14304.365234
	Iteration 29Q: 3 clusters Score -2.67702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117167 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -26770196.000000 Penalty: 14304.365234
	Iteration 30Q: 3 clusters Score -2.67702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -26770212.000000 Penalty: 14304.365234
	Iteration 31Q: 3 clusters Score -2.677021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -26770212.000000 Penalty: 14304.365234
	Iteration 32Q: 3 clusters Score -2.677021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117171 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -26770212.000000 Penalty: 14304.365234
	Iteration 33Q: 3 clusters Score -2.677021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117173 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -26770210.000000 Penalty: 14304.365234
	Iteration 34Q: 3 clusters Score -2.677021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117177 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -26770224.000000 Penalty: 14304.365234
	Iteration 35Q: 3 clusters Score -2.677022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117178 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -26770234.000000 Penalty: 14304.365234
	Iteration 36Q: 3 clusters Score -2.677023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117178 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -26770234.000000 Penalty: 14304.365234
	Iteration 37F: 3 clusters Score -2.677023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Entering Unmasked Estep 
Score: -13288744.000000 Penalty: 6724.910156
	Iteration 0F: 2 clusters Score -1.328874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -13247586.000000 Penalty: 13449.820312
	Iteration 0F: 3 clusters Score -1.324759e+07 nChanged 26192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -13261700.000000 Penalty: 13449.820312
	Iteration 1F: 3 clusters Score -1.32617e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -13262813.000000 Penalty: 13449.820312
	Iteration 2F: 3 clusters Score -1.326281e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -13263660.000000 Penalty: 13449.820312
	Iteration 3Q: 3 clusters Score -1.326366e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -13264652.000000 Penalty: 13449.820312
	Iteration 4Q: 3 clusters Score -1.326465e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -13265813.000000 Penalty: 13449.820312
	Iteration 5Q: 3 clusters Score -1.326581e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -13267287.000000 Penalty: 13449.820312
	Iteration 6Q: 3 clusters Score -1.326729e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -13268818.000000 Penalty: 13449.820312
	Iteration 7Q: 3 clusters Score -1.326882e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -13270557.000000 Penalty: 13449.820312
	Iteration 8F: 3 clusters Score -1.327056e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -13272329.000000 Penalty: 13449.820312
	Iteration 9F: 3 clusters Score -1.327233e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -13273694.000000 Penalty: 13449.820312
	Iteration 10Q: 3 clusters Score -1.327369e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -13274854.000000 Penalty: 13449.820312
	Iteration 11Q: 3 clusters Score -1.327485e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -13275684.000000 Penalty: 13449.820312
	Iteration 12Q: 3 clusters Score -1.327568e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -13276259.000000 Penalty: 13449.820312
	Iteration 13Q: 3 clusters Score -1.327626e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -13276531.000000 Penalty: 13449.820312
	Iteration 14Q: 3 clusters Score -1.327653e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -13276883.000000 Penalty: 13449.820312
	Iteration 15Q: 3 clusters Score -1.327688e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -13277170.000000 Penalty: 13449.820312
	Iteration 16Q: 3 clusters Score -1.327717e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -13277422.000000 Penalty: 13449.820312
	Iteration 17Q: 3 clusters Score -1.327742e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -13277676.000000 Penalty: 13449.820312
	Iteration 18Q: 3 clusters Score -1.327768e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -13277897.000000 Penalty: 13449.820312
	Iteration 19Q: 3 clusters Score -1.32779e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -13278165.000000 Penalty: 13449.820312
	Iteration 20F: 3 clusters Score -1.327816e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -13278410.000000 Penalty: 13449.820312
	Iteration 21Q: 3 clusters Score -1.327841e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -13278712.000000 Penalty: 13449.820312
	Iteration 22Q: 3 clusters Score -1.327871e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -13278937.000000 Penalty: 13449.820312
	Iteration 23Q: 3 clusters Score -1.327894e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -13279187.000000 Penalty: 13449.820312
	Iteration 24Q: 3 clusters Score -1.327919e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -13279616.000000 Penalty: 13449.820312
	Iteration 25Q: 3 clusters Score -1.327962e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -13279940.000000 Penalty: 13449.820312
	Iteration 26Q: 3 clusters Score -1.327994e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -13280257.000000 Penalty: 13449.820312
	Iteration 27Q: 3 clusters Score -1.328026e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -13280600.000000 Penalty: 13449.820312
	Iteration 28Q: 3 clusters Score -1.32806e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -13280891.000000 Penalty: 13449.820312
	Iteration 29Q: 3 clusters Score -1.328089e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -13281044.000000 Penalty: 13449.820312
	Iteration 30Q: 3 clusters Score -1.328104e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -13281269.000000 Penalty: 13449.820312
	Iteration 31Q: 3 clusters Score -1.328127e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -13281506.000000 Penalty: 13449.820312
	Iteration 32Q: 3 clusters Score -1.328151e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -13281726.000000 Penalty: 13449.820312
	Iteration 33Q: 3 clusters Score -1.328173e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -13281867.000000 Penalty: 13449.820312
	Iteration 34Q: 3 clusters Score -1.328187e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -13282043.000000 Penalty: 13449.820312
	Iteration 35Q: 3 clusters Score -1.328204e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -13282180.000000 Penalty: 13449.820312
	Iteration 36Q: 3 clusters Score -1.328218e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -13282281.000000 Penalty: 13449.820312
	Iteration 37Q: 3 clusters Score -1.328228e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -13282446.000000 Penalty: 13449.820312
	Iteration 38Q: 3 clusters Score -1.328245e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -13282524.000000 Penalty: 13449.820312
	Iteration 39Q: 3 clusters Score -1.328252e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -13282618.000000 Penalty: 13449.820312
	Iteration 40F: 3 clusters Score -1.328262e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -13282699.000000 Penalty: 13449.820312
	Iteration 41Q: 3 clusters Score -1.32827e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -13282783.000000 Penalty: 13449.820312
	Iteration 42Q: 3 clusters Score -1.328278e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -13282872.000000 Penalty: 13449.820312
	Iteration 43Q: 3 clusters Score -1.328287e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -13282900.000000 Penalty: 13449.820312
	Iteration 44Q: 3 clusters Score -1.32829e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -13282916.000000 Penalty: 13449.820312
	Iteration 45Q: 3 clusters Score -1.328292e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -13282977.000000 Penalty: 13449.820312
	Iteration 46Q: 3 clusters Score -1.328298e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -13283033.000000 Penalty: 13449.820312
	Iteration 47Q: 3 clusters Score -1.328303e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -13283101.000000 Penalty: 13449.820312
	Iteration 48Q: 3 clusters Score -1.32831e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -13283125.000000 Penalty: 13449.820312
	Iteration 49Q: 3 clusters Score -1.328312e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -13283167.000000 Penalty: 13449.820312
	Iteration 50Q: 3 clusters Score -1.328317e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -13283198.000000 Penalty: 13449.820312
	Iteration 51Q: 3 clusters Score -1.32832e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -13283201.000000 Penalty: 13449.820312
	Iteration 52Q: 3 clusters Score -1.32832e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -13283204.000000 Penalty: 13449.820312
	Iteration 53Q: 3 clusters Score -1.32832e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -13283232.000000 Penalty: 13449.820312
	Iteration 54Q: 3 clusters Score -1.328323e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -13283255.000000 Penalty: 13449.820312
	Iteration 55Q: 3 clusters Score -1.328326e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -13283276.000000 Penalty: 13449.820312
	Iteration 56Q: 3 clusters Score -1.328328e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -13283258.000000 Penalty: 13449.820312
	Iteration 57Q: 3 clusters Score -1.328326e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -13283279.000000 Penalty: 13449.820312
	Iteration 58Q: 3 clusters Score -1.328328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -13283307.000000 Penalty: 13449.820312
	Iteration 59Q: 3 clusters Score -1.328331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -13283323.000000 Penalty: 13449.820312
	Iteration 60F: 3 clusters Score -1.328332e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -13283331.000000 Penalty: 13449.820312
	Iteration 61Q: 3 clusters Score -1.328333e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -13283325.000000 Penalty: 13449.820312
	Iteration 62Q: 3 clusters Score -1.328332e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -13283334.000000 Penalty: 13449.820312
	Iteration 63Q: 3 clusters Score -1.328333e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -13283329.000000 Penalty: 13449.820312
	Iteration 64Q: 3 clusters Score -1.328333e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -13283348.000000 Penalty: 13449.820312
	Iteration 65Q: 3 clusters Score -1.328335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -13283342.000000 Penalty: 13449.820312
	Iteration 66Q: 3 clusters Score -1.328334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -13283342.000000 Penalty: 13449.820312
	Iteration 67Q: 3 clusters Score -1.328334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -13283343.000000 Penalty: 13449.820312
	Iteration 68Q: 3 clusters Score -1.328334e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -13283361.000000 Penalty: 13449.820312
	Iteration 69Q: 3 clusters Score -1.328336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -13283370.000000 Penalty: 13449.820312
	Iteration 70Q: 3 clusters Score -1.328337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -13283385.000000 Penalty: 13449.820312
	Iteration 71Q: 3 clusters Score -1.328338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -13283394.000000 Penalty: 13449.820312
	Iteration 72Q: 3 clusters Score -1.328339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -13283406.000000 Penalty: 13449.820312
	Iteration 73Q: 3 clusters Score -1.328341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -13283409.000000 Penalty: 13449.820312
	Iteration 74Q: 3 clusters Score -1.328341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -13283419.000000 Penalty: 13449.820312
	Iteration 75Q: 3 clusters Score -1.328342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -13283400.000000 Penalty: 13449.820312
	Iteration 76Q: 3 clusters Score -1.32834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -13283398.000000 Penalty: 13449.820312
	Iteration 77Q: 3 clusters Score -1.32834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -13283404.000000 Penalty: 13449.820312
	Iteration 78Q: 3 clusters Score -1.32834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -13283402.000000 Penalty: 13449.820312
	Iteration 79Q: 3 clusters Score -1.32834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -13283402.000000 Penalty: 13449.820312
	Iteration 80F: 3 clusters Score -1.32834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -13283392.000000 Penalty: 13449.820312
	Iteration 81Q: 3 clusters Score -1.328339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -13283390.000000 Penalty: 13449.820312
	Iteration 82Q: 3 clusters Score -1.328339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -13283396.000000 Penalty: 13449.820312
	Iteration 83Q: 3 clusters Score -1.32834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -13283400.000000 Penalty: 13449.820312
	Iteration 84Q: 3 clusters Score -1.32834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -13283409.000000 Penalty: 13449.820312
	Iteration 85Q: 3 clusters Score -1.328341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -13283416.000000 Penalty: 13449.820312
	Iteration 86Q: 3 clusters Score -1.328342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -13283408.000000 Penalty: 13449.820312
	Iteration 87Q: 3 clusters Score -1.328341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -13283412.000000 Penalty: 13449.820312
	Iteration 88Q: 3 clusters Score -1.328341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -13283420.000000 Penalty: 13449.820312
	Iteration 89Q: 3 clusters Score -1.328342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -13283418.000000 Penalty: 13449.820312
	Iteration 90Q: 3 clusters Score -1.328342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -13283418.000000 Penalty: 13449.820312
	Iteration 91Q: 3 clusters Score -1.328342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -13283412.000000 Penalty: 13449.820312
	Iteration 92Q: 3 clusters Score -1.328341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -13283412.000000 Penalty: 13449.820312
	Iteration 93F: 3 clusters Score -1.328341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Entering Unmasked Estep 
Score: -3312755.750000 Penalty: 5871.613770
	Iteration 0F: 2 clusters Score -3312756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3299677.750000 Penalty: 11743.227539
	Iteration 0F: 3 clusters Score -3299678 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3302728.750000 Penalty: 11743.227539
	Iteration 1F: 3 clusters Score -3302729 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3303214.000000 Penalty: 11743.227539
	Iteration 2F: 3 clusters Score -3303214 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3303527.250000 Penalty: 11743.227539
	Iteration 3Q: 3 clusters Score -3303527 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3303720.250000 Penalty: 11743.227539
	Iteration 4Q: 3 clusters Score -3303720 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3303881.750000 Penalty: 11743.227539
	Iteration 5Q: 3 clusters Score -3303882 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3304021.000000 Penalty: 11743.227539
	Iteration 6Q: 3 clusters Score -3304021 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3304140.250000 Penalty: 11743.227539
	Iteration 7Q: 3 clusters Score -3304140 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3304215.250000 Penalty: 11743.227539
	Iteration 8Q: 3 clusters Score -3304215 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3304285.750000 Penalty: 11743.227539
	Iteration 9Q: 3 clusters Score -3304286 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3304352.500000 Penalty: 11743.227539
	Iteration 10Q: 3 clusters Score -3304352 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -3304402.750000 Penalty: 11743.227539
	Iteration 11Q: 3 clusters Score -3304403 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3304458.250000 Penalty: 11743.227539
	Iteration 12Q: 3 clusters Score -3304458 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3304503.500000 Penalty: 11743.227539
	Iteration 13Q: 3 clusters Score -3304504 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3304554.000000 Penalty: 11743.227539
	Iteration 14Q: 3 clusters Score -3304554 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3304590.500000 Penalty: 11743.227539
	Iteration 15Q: 3 clusters Score -3304590 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3304638.000000 Penalty: 11743.227539
	Iteration 16Q: 3 clusters Score -3304638 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3304673.750000 Penalty: 11743.227539
	Iteration 17Q: 3 clusters Score -3304674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3304694.500000 Penalty: 11743.227539
	Iteration 18Q: 3 clusters Score -3304694 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3304738.500000 Penalty: 11743.227539
	Iteration 19Q: 3 clusters Score -3304738 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3304791.500000 Penalty: 11743.227539
	Iteration 20F: 3 clusters Score -3304792 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3304824.500000 Penalty: 11743.227539
	Iteration 21Q: 3 clusters Score -3304824 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3304864.000000 Penalty: 11743.227539
	Iteration 22Q: 3 clusters Score -3304864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3304910.250000 Penalty: 11743.227539
	Iteration 23Q: 3 clusters Score -3304910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3304961.000000 Penalty: 11743.227539
	Iteration 24Q: 3 clusters Score -3304961 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3305001.750000 Penalty: 11743.227539
	Iteration 25Q: 3 clusters Score -3305002 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3305038.750000 Penalty: 11743.227539
	Iteration 26Q: 3 clusters Score -3305039 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3305080.000000 Penalty: 11743.227539
	Iteration 27Q: 3 clusters Score -3305080 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3305122.500000 Penalty: 11743.227539
	Iteration 28Q: 3 clusters Score -3305122 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3305171.000000 Penalty: 11743.227539
	Iteration 29Q: 3 clusters Score -3305171 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3305227.500000 Penalty: 11743.227539
	Iteration 30Q: 3 clusters Score -3305228 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3305296.500000 Penalty: 11743.227539
	Iteration 31Q: 3 clusters Score -3305296 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3305384.250000 Penalty: 11743.227539
	Iteration 32Q: 3 clusters Score -3305384 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3305484.250000 Penalty: 11743.227539
	Iteration 33Q: 3 clusters Score -3305484 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3305581.750000 Penalty: 11743.227539
	Iteration 34Q: 3 clusters Score -3305582 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3305670.750000 Penalty: 11743.227539
	Iteration 35Q: 3 clusters Score -3305671 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3305805.250000 Penalty: 11743.227539
	Iteration 36Q: 3 clusters Score -3305805 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3305938.000000 Penalty: 11743.227539
	Iteration 37Q: 3 clusters Score -3305938 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3306092.000000 Penalty: 11743.227539
	Iteration 38Q: 3 clusters Score -3306092 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3306238.750000 Penalty: 11743.227539
	Iteration 39Q: 3 clusters Score -3306239 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3306402.500000 Penalty: 11743.227539
	Iteration 40F: 3 clusters Score -3306402 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3306540.750000 Penalty: 11743.227539
	Iteration 41Q: 3 clusters Score -3306541 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3306660.000000 Penalty: 11743.227539
	Iteration 42Q: 3 clusters Score -3306660 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3306791.750000 Penalty: 11743.227539
	Iteration 43Q: 3 clusters Score -3306792 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3306919.250000 Penalty: 11743.227539
	Iteration 44Q: 3 clusters Score -3306919 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3307003.750000 Penalty: 11743.227539
	Iteration 45Q: 3 clusters Score -3307004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3307089.250000 Penalty: 11743.227539
	Iteration 46Q: 3 clusters Score -3307089 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3307153.750000 Penalty: 11743.227539
	Iteration 47Q: 3 clusters Score -3307154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3307220.250000 Penalty: 11743.227539
	Iteration 48Q: 3 clusters Score -3307220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3307285.000000 Penalty: 11743.227539
	Iteration 49Q: 3 clusters Score -3307285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3307331.000000 Penalty: 11743.227539
	Iteration 50Q: 3 clusters Score -3307331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3307363.250000 Penalty: 11743.227539
	Iteration 51Q: 3 clusters Score -3307363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3307400.500000 Penalty: 11743.227539
	Iteration 52Q: 3 clusters Score -3307400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3307430.750000 Penalty: 11743.227539
	Iteration 53Q: 3 clusters Score -3307431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3307454.750000 Penalty: 11743.227539
	Iteration 54Q: 3 clusters Score -3307455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3307473.750000 Penalty: 11743.227539
	Iteration 55Q: 3 clusters Score -3307474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3307492.750000 Penalty: 11743.227539
	Iteration 56Q: 3 clusters Score -3307493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3307494.750000 Penalty: 11743.227539
	Iteration 57Q: 3 clusters Score -3307495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3307522.500000 Penalty: 11743.227539
	Iteration 58Q: 3 clusters Score -3307522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3307531.500000 Penalty: 11743.227539
	Iteration 59Q: 3 clusters Score -3307532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3307546.000000 Penalty: 11743.227539
	Iteration 60F: 3 clusters Score -3307546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3307557.750000 Penalty: 11743.227539
	Iteration 61Q: 3 clusters Score -3307558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3307563.250000 Penalty: 11743.227539
	Iteration 62Q: 3 clusters Score -3307563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3307571.750000 Penalty: 11743.227539
	Iteration 63Q: 3 clusters Score -3307572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3307577.750000 Penalty: 11743.227539
	Iteration 64Q: 3 clusters Score -3307578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3307581.000000 Penalty: 11743.227539
	Iteration 65Q: 3 clusters Score -3307581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3307589.250000 Penalty: 11743.227539
	Iteration 66Q: 3 clusters Score -3307589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3307595.000000 Penalty: 11743.227539
	Iteration 67Q: 3 clusters Score -3307595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3307598.000000 Penalty: 11743.227539
	Iteration 68Q: 3 clusters Score -3307598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3307607.750000 Penalty: 11743.227539
	Iteration 69Q: 3 clusters Score -3307608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3307613.500000 Penalty: 11743.227539
	Iteration 70Q: 3 clusters Score -3307614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3307618.250000 Penalty: 11743.227539
	Iteration 71Q: 3 clusters Score -3307618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3307619.000000 Penalty: 11743.227539
	Iteration 72Q: 3 clusters Score -3307619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3307618.250000 Penalty: 11743.227539
	Iteration 73Q: 3 clusters Score -3307618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3307618.250000 Penalty: 11743.227539
	Iteration 74F: 3 clusters Score -3307618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Entering Unmasked Estep 
Score: -17320058.000000 Penalty: 6882.533691
	Iteration 0F: 2 clusters Score -1.732006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -17267820.000000 Penalty: 13765.067383
	Iteration 0F: 3 clusters Score -1.726782e+07 nChanged 34217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -17286352.000000 Penalty: 13765.067383
	Iteration 1F: 3 clusters Score -1.728635e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -17287308.000000 Penalty: 13765.067383
	Iteration 2Q: 3 clusters Score -1.728731e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -17288160.000000 Penalty: 13765.067383
	Iteration 3Q: 3 clusters Score -1.728816e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -17288600.000000 Penalty: 13765.067383
	Iteration 4Q: 3 clusters Score -1.72886e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -17289082.000000 Penalty: 13765.067383
	Iteration 5Q: 3 clusters Score -1.728908e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -17289548.000000 Penalty: 13765.067383
	Iteration 6Q: 3 clusters Score -1.728955e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -17289968.000000 Penalty: 13765.067383
	Iteration 7Q: 3 clusters Score -1.728997e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -17290330.000000 Penalty: 13765.067383
	Iteration 8Q: 3 clusters Score -1.729033e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -17290724.000000 Penalty: 13765.067383
	Iteration 9Q: 3 clusters Score -1.729072e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -17291300.000000 Penalty: 13765.067383
	Iteration 10Q: 3 clusters Score -1.72913e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -17292072.000000 Penalty: 13765.067383
	Iteration 11Q: 3 clusters Score -1.729207e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -17293024.000000 Penalty: 13765.067383
	Iteration 12Q: 3 clusters Score -1.729302e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -17294430.000000 Penalty: 13765.067383
	Iteration 13Q: 3 clusters Score -1.729443e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -17296584.000000 Penalty: 13765.067383
	Iteration 14Q: 3 clusters Score -1.729658e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -17299714.000000 Penalty: 13765.067383
	Iteration 15F: 3 clusters Score -1.729971e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -17303362.000000 Penalty: 13765.067383
	Iteration 16F: 3 clusters Score -1.730336e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -17306930.000000 Penalty: 13765.067383
	Iteration 17F: 3 clusters Score -1.730693e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -17309668.000000 Penalty: 13765.067383
	Iteration 18Q: 3 clusters Score -1.730967e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -17311640.000000 Penalty: 13765.067383
	Iteration 19Q: 3 clusters Score -1.731164e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -17312876.000000 Penalty: 13765.067383
	Iteration 20F: 3 clusters Score -1.731288e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -17313560.000000 Penalty: 13765.067383
	Iteration 21Q: 3 clusters Score -1.731356e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -17313882.000000 Penalty: 13765.067383
	Iteration 22Q: 3 clusters Score -1.731388e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -17314048.000000 Penalty: 13765.067383
	Iteration 23Q: 3 clusters Score -1.731405e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -17314180.000000 Penalty: 13765.067383
	Iteration 24Q: 3 clusters Score -1.731418e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -17314308.000000 Penalty: 13765.067383
	Iteration 25Q: 3 clusters Score -1.731431e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -17314362.000000 Penalty: 13765.067383
	Iteration 26Q: 3 clusters Score -1.731436e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74628 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -17314406.000000 Penalty: 13765.067383
	Iteration 27Q: 3 clusters Score -1.731441e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -17314440.000000 Penalty: 13765.067383
	Iteration 28Q: 3 clusters Score -1.731444e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -17314476.000000 Penalty: 13765.067383
	Iteration 29Q: 3 clusters Score -1.731448e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -17314496.000000 Penalty: 13765.067383
	Iteration 30Q: 3 clusters Score -1.73145e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -17314486.000000 Penalty: 13765.067383
	Iteration 31Q: 3 clusters Score -1.731449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -17314498.000000 Penalty: 13765.067383
	Iteration 32Q: 3 clusters Score -1.73145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -17314512.000000 Penalty: 13765.067383
	Iteration 33Q: 3 clusters Score -1.731451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -17314504.000000 Penalty: 13765.067383
	Iteration 34Q: 3 clusters Score -1.73145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -17314510.000000 Penalty: 13765.067383
	Iteration 35Q: 3 clusters Score -1.731451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -17314504.000000 Penalty: 13765.067383
	Iteration 36Q: 3 clusters Score -1.73145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -17314508.000000 Penalty: 13765.067383
	Iteration 37Q: 3 clusters Score -1.731451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -17314508.000000 Penalty: 13765.067383
	Iteration 38Q: 3 clusters Score -1.731451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -17314512.000000 Penalty: 13765.067383
	Iteration 39Q: 3 clusters Score -1.731451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -17314512.000000 Penalty: 13765.067383
	Iteration 40F: 3 clusters Score -1.731451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Entering Unmasked Estep 
Score: -10521020.000000 Penalty: 6572.945801
	Iteration 0F: 2 clusters Score -1.052102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -10488053.000000 Penalty: 13145.891602
	Iteration 0F: 3 clusters Score -1.048805e+07 nChanged 20013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -10498696.000000 Penalty: 13145.891602
	Iteration 1F: 3 clusters Score -1.04987e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -10499597.000000 Penalty: 13145.891602
	Iteration 2F: 3 clusters Score -1.04996e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -10500266.000000 Penalty: 13145.891602
	Iteration 3Q: 3 clusters Score -1.050027e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -10500791.000000 Penalty: 13145.891602
	Iteration 4Q: 3 clusters Score -1.050079e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -10501256.000000 Penalty: 13145.891602
	Iteration 5Q: 3 clusters Score -1.050126e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -10501703.000000 Penalty: 13145.891602
	Iteration 6Q: 3 clusters Score -1.05017e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -10502087.000000 Penalty: 13145.891602
	Iteration 7Q: 3 clusters Score -1.050209e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -10502565.000000 Penalty: 13145.891602
	Iteration 8Q: 3 clusters Score -1.050256e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -10503058.000000 Penalty: 13145.891602
	Iteration 9Q: 3 clusters Score -1.050306e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -10503680.000000 Penalty: 13145.891602
	Iteration 10Q: 3 clusters Score -1.050368e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -10504475.000000 Penalty: 13145.891602
	Iteration 11Q: 3 clusters Score -1.050448e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -10505353.000000 Penalty: 13145.891602
	Iteration 12Q: 3 clusters Score -1.050535e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -10506460.000000 Penalty: 13145.891602
	Iteration 13Q: 3 clusters Score -1.050646e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -10507741.000000 Penalty: 13145.891602
	Iteration 14Q: 3 clusters Score -1.050774e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -10509081.000000 Penalty: 13145.891602
	Iteration 15Q: 3 clusters Score -1.050908e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -10510493.000000 Penalty: 13145.891602
	Iteration 16Q: 3 clusters Score -1.051049e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -10511651.000000 Penalty: 13145.891602
	Iteration 17Q: 3 clusters Score -1.051165e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -10512644.000000 Penalty: 13145.891602
	Iteration 18Q: 3 clusters Score -1.051264e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -10513376.000000 Penalty: 13145.891602
	Iteration 19Q: 3 clusters Score -1.051338e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -10513843.000000 Penalty: 13145.891602
	Iteration 20F: 3 clusters Score -1.051384e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -10514234.000000 Penalty: 13145.891602
	Iteration 21Q: 3 clusters Score -1.051423e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -10514501.000000 Penalty: 13145.891602
	Iteration 22Q: 3 clusters Score -1.05145e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -10514718.000000 Penalty: 13145.891602
	Iteration 23Q: 3 clusters Score -1.051472e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -10514890.000000 Penalty: 13145.891602
	Iteration 24Q: 3 clusters Score -1.051489e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -10515016.000000 Penalty: 13145.891602
	Iteration 25Q: 3 clusters Score -1.051502e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -10515135.000000 Penalty: 13145.891602
	Iteration 26Q: 3 clusters Score -1.051514e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -10515172.000000 Penalty: 13145.891602
	Iteration 27Q: 3 clusters Score -1.051517e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -10515207.000000 Penalty: 13145.891602
	Iteration 28Q: 3 clusters Score -1.051521e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -10515241.000000 Penalty: 13145.891602
	Iteration 29Q: 3 clusters Score -1.051524e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -10515265.000000 Penalty: 13145.891602
	Iteration 30Q: 3 clusters Score -1.051526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -10515285.000000 Penalty: 13145.891602
	Iteration 31Q: 3 clusters Score -1.051528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -10515286.000000 Penalty: 13145.891602
	Iteration 32Q: 3 clusters Score -1.051529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -10515309.000000 Penalty: 13145.891602
	Iteration 33Q: 3 clusters Score -1.051531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -10515339.000000 Penalty: 13145.891602
	Iteration 34Q: 3 clusters Score -1.051534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -10515352.000000 Penalty: 13145.891602
	Iteration 35Q: 3 clusters Score -1.051535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -10515367.000000 Penalty: 13145.891602
	Iteration 36Q: 3 clusters Score -1.051537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -10515363.000000 Penalty: 13145.891602
	Iteration 37Q: 3 clusters Score -1.051536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -10515372.000000 Penalty: 13145.891602
	Iteration 38Q: 3 clusters Score -1.051537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -10515378.000000 Penalty: 13145.891602
	Iteration 39Q: 3 clusters Score -1.051538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -10515384.000000 Penalty: 13145.891602
	Iteration 40F: 3 clusters Score -1.051538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -10515407.000000 Penalty: 13145.891602
	Iteration 41Q: 3 clusters Score -1.051541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -10515421.000000 Penalty: 13145.891602
	Iteration 42Q: 3 clusters Score -1.051542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -10515425.000000 Penalty: 13145.891602
	Iteration 43Q: 3 clusters Score -1.051542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -10515427.000000 Penalty: 13145.891602
	Iteration 44Q: 3 clusters Score -1.051543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -10515436.000000 Penalty: 13145.891602
	Iteration 45Q: 3 clusters Score -1.051544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -10515432.000000 Penalty: 13145.891602
	Iteration 46Q: 3 clusters Score -1.051543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -10515431.000000 Penalty: 13145.891602
	Iteration 47Q: 3 clusters Score -1.051543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -10515437.000000 Penalty: 13145.891602
	Iteration 48Q: 3 clusters Score -1.051544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -10515437.000000 Penalty: 13145.891602
	Iteration 49F: 3 clusters Score -1.051544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Entering Unmasked Estep 
Score: -3291310.000000 Penalty: 5888.250000
	Iteration 0F: 2 clusters Score -3291310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3277959.000000 Penalty: 11776.500000
	Iteration 0F: 3 clusters Score -3277959 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3281210.750000 Penalty: 11776.500000
	Iteration 1F: 3 clusters Score -3281211 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3281890.750000 Penalty: 11776.500000
	Iteration 2F: 3 clusters Score -3281891 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3282448.250000 Penalty: 11776.500000
	Iteration 3F: 3 clusters Score -3282448 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -3282942.000000 Penalty: 11776.500000
	Iteration 4Q: 3 clusters Score -3282942 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3283438.000000 Penalty: 11776.500000
	Iteration 5Q: 3 clusters Score -3283438 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3283966.750000 Penalty: 11776.500000
	Iteration 6F: 3 clusters Score -3283967 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3284482.750000 Penalty: 11776.500000
	Iteration 7Q: 3 clusters Score -3284483 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3284985.750000 Penalty: 11776.500000
	Iteration 8Q: 3 clusters Score -3284986 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3285444.000000 Penalty: 11776.500000
	Iteration 9Q: 3 clusters Score -3285444 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3285894.250000 Penalty: 11776.500000
	Iteration 10Q: 3 clusters Score -3285894 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3286291.750000 Penalty: 11776.500000
	Iteration 11Q: 3 clusters Score -3286292 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3286654.750000 Penalty: 11776.500000
	Iteration 12Q: 3 clusters Score -3286655 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3286968.000000 Penalty: 11776.500000
	Iteration 13Q: 3 clusters Score -3286968 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3287204.250000 Penalty: 11776.500000
	Iteration 14Q: 3 clusters Score -3287204 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3287413.000000 Penalty: 11776.500000
	Iteration 15Q: 3 clusters Score -3287413 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3287596.750000 Penalty: 11776.500000
	Iteration 16Q: 3 clusters Score -3287597 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3287711.750000 Penalty: 11776.500000
	Iteration 17Q: 3 clusters Score -3287712 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3287803.750000 Penalty: 11776.500000
	Iteration 18Q: 3 clusters Score -3287804 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3287874.000000 Penalty: 11776.500000
	Iteration 19Q: 3 clusters Score -3287874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3287920.750000 Penalty: 11776.500000
	Iteration 20F: 3 clusters Score -3287921 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3287960.250000 Penalty: 11776.500000
	Iteration 21Q: 3 clusters Score -3287960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3287984.500000 Penalty: 11776.500000
	Iteration 22Q: 3 clusters Score -3287984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3287995.500000 Penalty: 11776.500000
	Iteration 23Q: 3 clusters Score -3287996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3288015.750000 Penalty: 11776.500000
	Iteration 24Q: 3 clusters Score -3288016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3288031.750000 Penalty: 11776.500000
	Iteration 25Q: 3 clusters Score -3288032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3288048.250000 Penalty: 11776.500000
	Iteration 26Q: 3 clusters Score -3288048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3288068.250000 Penalty: 11776.500000
	Iteration 27Q: 3 clusters Score -3288068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3288074.750000 Penalty: 11776.500000
	Iteration 28Q: 3 clusters Score -3288075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3288075.250000 Penalty: 11776.500000
	Iteration 29Q: 3 clusters Score -3288075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3288088.250000 Penalty: 11776.500000
	Iteration 30Q: 3 clusters Score -3288088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3288092.250000 Penalty: 11776.500000
	Iteration 31Q: 3 clusters Score -3288092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3288096.250000 Penalty: 11776.500000
	Iteration 32Q: 3 clusters Score -3288096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3288104.750000 Penalty: 11776.500000
	Iteration 33Q: 3 clusters Score -3288105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3288109.500000 Penalty: 11776.500000
	Iteration 34Q: 3 clusters Score -3288110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3288115.250000 Penalty: 11776.500000
	Iteration 35Q: 3 clusters Score -3288115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3288119.250000 Penalty: 11776.500000
	Iteration 36Q: 3 clusters Score -3288119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3288124.250000 Penalty: 11776.500000
	Iteration 37Q: 3 clusters Score -3288124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3288126.500000 Penalty: 11776.500000
	Iteration 38Q: 3 clusters Score -3288126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3288127.500000 Penalty: 11776.500000
	Iteration 39Q: 3 clusters Score -3288128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3288130.500000 Penalty: 11776.500000
	Iteration 40F: 3 clusters Score -3288130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3288129.750000 Penalty: 11776.500000
	Iteration 41Q: 3 clusters Score -3288130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3288130.250000 Penalty: 11776.500000
	Iteration 42Q: 3 clusters Score -3288130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3288132.250000 Penalty: 11776.500000
	Iteration 43Q: 3 clusters Score -3288132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3288132.500000 Penalty: 11776.500000
	Iteration 44Q: 3 clusters Score -3288132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -3288135.500000 Penalty: 11776.500000
	Iteration 45Q: 3 clusters Score -3288136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -3288135.500000 Penalty: 11776.500000
	Iteration 46F: 3 clusters Score -3288136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (92082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Entering Unmasked Estep 
Score: -21218102.000000 Penalty: 7001.141602
	Iteration 0F: 2 clusters Score -2.12181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -21155600.000000 Penalty: 14002.283203
	Iteration 0F: 3 clusters Score -2.11556e+07 nChanged 42035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -21178396.000000 Penalty: 14002.283203
	Iteration 1F: 3 clusters Score -2.11784e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -21179608.000000 Penalty: 14002.283203
	Iteration 2Q: 3 clusters Score -2.117961e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -21180634.000000 Penalty: 14002.283203
	Iteration 3Q: 3 clusters Score -2.118063e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -21181498.000000 Penalty: 14002.283203
	Iteration 4Q: 3 clusters Score -2.11815e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -21182502.000000 Penalty: 14002.283203
	Iteration 5Q: 3 clusters Score -2.11825e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -21183418.000000 Penalty: 14002.283203
	Iteration 6Q: 3 clusters Score -2.118342e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -21184486.000000 Penalty: 14002.283203
	Iteration 7Q: 3 clusters Score -2.118449e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -21185614.000000 Penalty: 14002.283203
	Iteration 8Q: 3 clusters Score -2.118561e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -21186818.000000 Penalty: 14002.283203
	Iteration 9Q: 3 clusters Score -2.118682e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -21187972.000000 Penalty: 14002.283203
	Iteration 10Q: 3 clusters Score -2.118797e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -21189038.000000 Penalty: 14002.283203
	Iteration 11Q: 3 clusters Score -2.118904e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -21190224.000000 Penalty: 14002.283203
	Iteration 12Q: 3 clusters Score -2.119022e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -21191458.000000 Penalty: 14002.283203
	Iteration 13Q: 3 clusters Score -2.119146e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -21192896.000000 Penalty: 14002.283203
	Iteration 14Q: 3 clusters Score -2.11929e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -21194442.000000 Penalty: 14002.283203
	Iteration 15Q: 3 clusters Score -2.119444e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -21196154.000000 Penalty: 14002.283203
	Iteration 16Q: 3 clusters Score -2.119615e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -21197622.000000 Penalty: 14002.283203
	Iteration 17Q: 3 clusters Score -2.119762e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -21198854.000000 Penalty: 14002.283203
	Iteration 18Q: 3 clusters Score -2.119885e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -21199668.000000 Penalty: 14002.283203
	Iteration 19Q: 3 clusters Score -2.119967e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -21200152.000000 Penalty: 14002.283203
	Iteration 20F: 3 clusters Score -2.120015e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -21200372.000000 Penalty: 14002.283203
	Iteration 21Q: 3 clusters Score -2.120037e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -21200736.000000 Penalty: 14002.283203
	Iteration 22Q: 3 clusters Score -2.120074e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -21200950.000000 Penalty: 14002.283203
	Iteration 23Q: 3 clusters Score -2.120095e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -21201172.000000 Penalty: 14002.283203
	Iteration 24Q: 3 clusters Score -2.120117e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -21201338.000000 Penalty: 14002.283203
	Iteration 25Q: 3 clusters Score -2.120134e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -21201548.000000 Penalty: 14002.283203
	Iteration 26Q: 3 clusters Score -2.120155e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -21201710.000000 Penalty: 14002.283203
	Iteration 27Q: 3 clusters Score -2.120171e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -21201890.000000 Penalty: 14002.283203
	Iteration 28Q: 3 clusters Score -2.120189e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -21202096.000000 Penalty: 14002.283203
	Iteration 29Q: 3 clusters Score -2.12021e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -21202154.000000 Penalty: 14002.283203
	Iteration 30Q: 3 clusters Score -2.120215e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -21202350.000000 Penalty: 14002.283203
	Iteration 31Q: 3 clusters Score -2.120235e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -21202358.000000 Penalty: 14002.283203
	Iteration 32Q: 3 clusters Score -2.120236e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -21202564.000000 Penalty: 14002.283203
	Iteration 33Q: 3 clusters Score -2.120256e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -21202730.000000 Penalty: 14002.283203
	Iteration 34Q: 3 clusters Score -2.120273e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -21202926.000000 Penalty: 14002.283203
	Iteration 35Q: 3 clusters Score -2.120293e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -21203054.000000 Penalty: 14002.283203
	Iteration 36Q: 3 clusters Score -2.120305e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -21203242.000000 Penalty: 14002.283203
	Iteration 37Q: 3 clusters Score -2.120324e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -21203342.000000 Penalty: 14002.283203
	Iteration 38Q: 3 clusters Score -2.120334e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -21203402.000000 Penalty: 14002.283203
	Iteration 39Q: 3 clusters Score -2.12034e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -21203618.000000 Penalty: 14002.283203
	Iteration 40F: 3 clusters Score -2.120362e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -21203758.000000 Penalty: 14002.283203
	Iteration 41Q: 3 clusters Score -2.120376e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -21203776.000000 Penalty: 14002.283203
	Iteration 42Q: 3 clusters Score -2.120378e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -21203980.000000 Penalty: 14002.283203
	Iteration 43Q: 3 clusters Score -2.120398e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -21204162.000000 Penalty: 14002.283203
	Iteration 44Q: 3 clusters Score -2.120416e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -21204340.000000 Penalty: 14002.283203
	Iteration 45Q: 3 clusters Score -2.120434e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -21204552.000000 Penalty: 14002.283203
	Iteration 46Q: 3 clusters Score -2.120455e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -21204696.000000 Penalty: 14002.283203
	Iteration 47Q: 3 clusters Score -2.12047e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -21204926.000000 Penalty: 14002.283203
	Iteration 48Q: 3 clusters Score -2.120493e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -21205146.000000 Penalty: 14002.283203
	Iteration 49Q: 3 clusters Score -2.120515e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -21205322.000000 Penalty: 14002.283203
	Iteration 50Q: 3 clusters Score -2.120532e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68129 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -21205418.000000 Penalty: 14002.283203
	Iteration 51Q: 3 clusters Score -2.120542e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -21205572.000000 Penalty: 14002.283203
	Iteration 52Q: 3 clusters Score -2.120557e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -21205780.000000 Penalty: 14002.283203
	Iteration 53Q: 3 clusters Score -2.120578e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -21205954.000000 Penalty: 14002.283203
	Iteration 54Q: 3 clusters Score -2.120595e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70951 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -21206076.000000 Penalty: 14002.283203
	Iteration 55Q: 3 clusters Score -2.120608e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -21206212.000000 Penalty: 14002.283203
	Iteration 56Q: 3 clusters Score -2.120621e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -21206392.000000 Penalty: 14002.283203
	Iteration 57Q: 3 clusters Score -2.120639e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -21206558.000000 Penalty: 14002.283203
	Iteration 58Q: 3 clusters Score -2.120656e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -21206780.000000 Penalty: 14002.283203
	Iteration 59Q: 3 clusters Score -2.120678e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -21206974.000000 Penalty: 14002.283203
	Iteration 60F: 3 clusters Score -2.120697e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -21207208.000000 Penalty: 14002.283203
	Iteration 61Q: 3 clusters Score -2.120721e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -21207444.000000 Penalty: 14002.283203
	Iteration 62Q: 3 clusters Score -2.120744e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -21207616.000000 Penalty: 14002.283203
	Iteration 63Q: 3 clusters Score -2.120762e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -21207914.000000 Penalty: 14002.283203
	Iteration 64Q: 3 clusters Score -2.120791e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -21208130.000000 Penalty: 14002.283203
	Iteration 65Q: 3 clusters Score -2.120813e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -21208326.000000 Penalty: 14002.283203
	Iteration 66Q: 3 clusters Score -2.120833e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -21208560.000000 Penalty: 14002.283203
	Iteration 67Q: 3 clusters Score -2.120856e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -21208770.000000 Penalty: 14002.283203
	Iteration 68Q: 3 clusters Score -2.120877e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -21208910.000000 Penalty: 14002.283203
	Iteration 69Q: 3 clusters Score -2.120891e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -21209146.000000 Penalty: 14002.283203
	Iteration 70Q: 3 clusters Score -2.120915e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -21209298.000000 Penalty: 14002.283203
	Iteration 71Q: 3 clusters Score -2.12093e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -21209516.000000 Penalty: 14002.283203
	Iteration 72Q: 3 clusters Score -2.120952e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -21209678.000000 Penalty: 14002.283203
	Iteration 73Q: 3 clusters Score -2.120968e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -21209788.000000 Penalty: 14002.283203
	Iteration 74Q: 3 clusters Score -2.120979e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -21209982.000000 Penalty: 14002.283203
	Iteration 75Q: 3 clusters Score -2.120998e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -21210118.000000 Penalty: 14002.283203
	Iteration 76Q: 3 clusters Score -2.121012e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -21210182.000000 Penalty: 14002.283203
	Iteration 77Q: 3 clusters Score -2.121018e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -21210292.000000 Penalty: 14002.283203
	Iteration 78Q: 3 clusters Score -2.121029e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -21210408.000000 Penalty: 14002.283203
	Iteration 79Q: 3 clusters Score -2.121041e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -21210534.000000 Penalty: 14002.283203
	Iteration 80F: 3 clusters Score -2.121053e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -21210666.000000 Penalty: 14002.283203
	Iteration 81Q: 3 clusters Score -2.121067e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -21210776.000000 Penalty: 14002.283203
	Iteration 82Q: 3 clusters Score -2.121078e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -21210902.000000 Penalty: 14002.283203
	Iteration 83Q: 3 clusters Score -2.12109e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -21210930.000000 Penalty: 14002.283203
	Iteration 84Q: 3 clusters Score -2.121093e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -21211010.000000 Penalty: 14002.283203
	Iteration 85Q: 3 clusters Score -2.121101e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -21211132.000000 Penalty: 14002.283203
	Iteration 86Q: 3 clusters Score -2.121113e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -21211232.000000 Penalty: 14002.283203
	Iteration 87Q: 3 clusters Score -2.121123e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -21211306.000000 Penalty: 14002.283203
	Iteration 88Q: 3 clusters Score -2.121131e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -21211390.000000 Penalty: 14002.283203
	Iteration 89Q: 3 clusters Score -2.121139e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -21211504.000000 Penalty: 14002.283203
	Iteration 90Q: 3 clusters Score -2.12115e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -21211566.000000 Penalty: 14002.283203
	Iteration 91Q: 3 clusters Score -2.121157e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -21211628.000000 Penalty: 14002.283203
	Iteration 92Q: 3 clusters Score -2.121163e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -21211678.000000 Penalty: 14002.283203
	Iteration 93Q: 3 clusters Score -2.121168e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -21211674.000000 Penalty: 14002.283203
	Iteration 94Q: 3 clusters Score -2.121167e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -21211744.000000 Penalty: 14002.283203
	Iteration 95Q: 3 clusters Score -2.121174e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -21211816.000000 Penalty: 14002.283203
	Iteration 96Q: 3 clusters Score -2.121182e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -21211844.000000 Penalty: 14002.283203
	Iteration 97Q: 3 clusters Score -2.121184e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -21211896.000000 Penalty: 14002.283203
	Iteration 98Q: 3 clusters Score -2.12119e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -21211916.000000 Penalty: 14002.283203
	Iteration 99Q: 3 clusters Score -2.121192e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21211928.000000 Penalty: 14002.283203
	Iteration 100F: 3 clusters Score -2.121193e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -21211938.000000 Penalty: 14002.283203
	Iteration 101Q: 3 clusters Score -2.121194e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21211962.000000 Penalty: 14002.283203
	Iteration 102Q: 3 clusters Score -2.121196e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -21211982.000000 Penalty: 14002.283203
	Iteration 103Q: 3 clusters Score -2.121198e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -21212000.000000 Penalty: 14002.283203
	Iteration 104Q: 3 clusters Score -2.1212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -21212010.000000 Penalty: 14002.283203
	Iteration 105Q: 3 clusters Score -2.121201e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -21212028.000000 Penalty: 14002.283203
	Iteration 106Q: 3 clusters Score -2.121203e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -21212050.000000 Penalty: 14002.283203
	Iteration 107Q: 3 clusters Score -2.121205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -21212062.000000 Penalty: 14002.283203
	Iteration 108Q: 3 clusters Score -2.121206e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21212062.000000 Penalty: 14002.283203
	Iteration 109Q: 3 clusters Score -2.121206e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89552 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21212084.000000 Penalty: 14002.283203
	Iteration 110Q: 3 clusters Score -2.121208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -21212102.000000 Penalty: 14002.283203
	Iteration 111Q: 3 clusters Score -2.12121e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -21212110.000000 Penalty: 14002.283203
	Iteration 112Q: 3 clusters Score -2.121211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -21212130.000000 Penalty: 14002.283203
	Iteration 113Q: 3 clusters Score -2.121213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -21212156.000000 Penalty: 14002.283203
	Iteration 114Q: 3 clusters Score -2.121216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21212160.000000 Penalty: 14002.283203
	Iteration 115Q: 3 clusters Score -2.121216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21212146.000000 Penalty: 14002.283203
	Iteration 116Q: 3 clusters Score -2.121215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -21212156.000000 Penalty: 14002.283203
	Iteration 117Q: 3 clusters Score -2.121216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -21212150.000000 Penalty: 14002.283203
	Iteration 118Q: 3 clusters Score -2.121215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -21212172.000000 Penalty: 14002.283203
	Iteration 119Q: 3 clusters Score -2.121217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -21212200.000000 Penalty: 14002.283203
	Iteration 120F: 3 clusters Score -2.12122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89768 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -21212208.000000 Penalty: 14002.283203
	Iteration 121Q: 3 clusters Score -2.121221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21212224.000000 Penalty: 14002.283203
	Iteration 122Q: 3 clusters Score -2.121222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89781 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -21212226.000000 Penalty: 14002.283203
	Iteration 123Q: 3 clusters Score -2.121223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -21212226.000000 Penalty: 14002.283203
	Iteration 124Q: 3 clusters Score -2.121223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89791 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -21212240.000000 Penalty: 14002.283203
	Iteration 125Q: 3 clusters Score -2.121224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -21212242.000000 Penalty: 14002.283203
	Iteration 126Q: 3 clusters Score -2.121224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -21212234.000000 Penalty: 14002.283203
	Iteration 127Q: 3 clusters Score -2.121223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -21212232.000000 Penalty: 14002.283203
	Iteration 128Q: 3 clusters Score -2.121223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21212224.000000 Penalty: 14002.283203
	Iteration 129Q: 3 clusters Score -2.121222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -21212224.000000 Penalty: 14002.283203
	Iteration 130Q: 3 clusters Score -2.121222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -21212234.000000 Penalty: 14002.283203
	Iteration 131Q: 3 clusters Score -2.121223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -21212254.000000 Penalty: 14002.283203
	Iteration 132Q: 3 clusters Score -2.121225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21212246.000000 Penalty: 14002.283203
	Iteration 133Q: 3 clusters Score -2.121225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21212250.000000 Penalty: 14002.283203
	Iteration 134Q: 3 clusters Score -2.121225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21212246.000000 Penalty: 14002.283203
	Iteration 135Q: 3 clusters Score -2.121225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -21212238.000000 Penalty: 14002.283203
	Iteration 136Q: 3 clusters Score -2.121224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21212246.000000 Penalty: 14002.283203
	Iteration 137Q: 3 clusters Score -2.121225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21212246.000000 Penalty: 14002.283203
	Iteration 138F: 3 clusters Score -2.121225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (36524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Entering Unmasked Estep 
Score: -8312409.000000 Penalty: 6434.756348
	Iteration 0F: 2 clusters Score -8312409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -8285306.000000 Penalty: 12869.512695
	Iteration 0F: 3 clusters Score -8285306 nChanged 15726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -8293703.500000 Penalty: 12869.512695
	Iteration 1F: 3 clusters Score -8293704 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -8294450.000000 Penalty: 12869.512695
	Iteration 2F: 3 clusters Score -8294450 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -8295049.500000 Penalty: 12869.512695
	Iteration 3Q: 3 clusters Score -8295050 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -8295638.500000 Penalty: 12869.512695
	Iteration 4Q: 3 clusters Score -8295638 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -8296279.000000 Penalty: 12869.512695
	Iteration 5Q: 3 clusters Score -8296279 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -8296995.500000 Penalty: 12869.512695
	Iteration 6Q: 3 clusters Score -8296996 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -8297996.000000 Penalty: 12869.512695
	Iteration 7Q: 3 clusters Score -8297996 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -8299252.000000 Penalty: 12869.512695
	Iteration 8F: 3 clusters Score -8299252 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -8300812.500000 Penalty: 12869.512695
	Iteration 9F: 3 clusters Score -8300812 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -8302500.500000 Penalty: 12869.512695
	Iteration 10F: 3 clusters Score -8302500 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -8303898.000000 Penalty: 12869.512695
	Iteration 11Q: 3 clusters Score -8303898 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -8304975.000000 Penalty: 12869.512695
	Iteration 12Q: 3 clusters Score -8304975 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -8305628.500000 Penalty: 12869.512695
	Iteration 13Q: 3 clusters Score -8305628 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -8305999.500000 Penalty: 12869.512695
	Iteration 14Q: 3 clusters Score -8306000 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -8306238.000000 Penalty: 12869.512695
	Iteration 15Q: 3 clusters Score -8306238 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -8306364.000000 Penalty: 12869.512695
	Iteration 16Q: 3 clusters Score -8306364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -8306468.500000 Penalty: 12869.512695
	Iteration 17Q: 3 clusters Score -8306468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -8306536.500000 Penalty: 12869.512695
	Iteration 18Q: 3 clusters Score -8306536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -8306573.500000 Penalty: 12869.512695
	Iteration 19Q: 3 clusters Score -8306574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -8306617.500000 Penalty: 12869.512695
	Iteration 20F: 3 clusters Score -8306618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -8306634.500000 Penalty: 12869.512695
	Iteration 21Q: 3 clusters Score -8306634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -8306652.000000 Penalty: 12869.512695
	Iteration 22Q: 3 clusters Score -8306652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -8306663.500000 Penalty: 12869.512695
	Iteration 23Q: 3 clusters Score -8306664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -8306677.000000 Penalty: 12869.512695
	Iteration 24Q: 3 clusters Score -8306677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -8306681.000000 Penalty: 12869.512695
	Iteration 25Q: 3 clusters Score -8306681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -8306681.000000 Penalty: 12869.512695
	Iteration 26Q: 3 clusters Score -8306681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -8306679.500000 Penalty: 12869.512695
	Iteration 27Q: 3 clusters Score -8306680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -8306678.000000 Penalty: 12869.512695
	Iteration 28Q: 3 clusters Score -8306678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -8306678.000000 Penalty: 12869.512695
	Iteration 29F: 3 clusters Score -8306678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Entering Unmasked Estep 
Score: -3333371.250000 Penalty: 5869.464844
	Iteration 0F: 2 clusters Score -3333371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3320293.750000 Penalty: 11738.929688
	Iteration 0F: 3 clusters Score -3320294 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3323384.000000 Penalty: 11738.929688
	Iteration 1F: 3 clusters Score -3323384 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3323916.500000 Penalty: 11738.929688
	Iteration 2F: 3 clusters Score -3323916 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3324249.750000 Penalty: 11738.929688
	Iteration 3Q: 3 clusters Score -3324250 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3324488.000000 Penalty: 11738.929688
	Iteration 4Q: 3 clusters Score -3324488 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3324637.250000 Penalty: 11738.929688
	Iteration 5Q: 3 clusters Score -3324637 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3324762.250000 Penalty: 11738.929688
	Iteration 6Q: 3 clusters Score -3324762 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3324868.250000 Penalty: 11738.929688
	Iteration 7Q: 3 clusters Score -3324868 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3324956.500000 Penalty: 11738.929688
	Iteration 8Q: 3 clusters Score -3324956 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3325021.250000 Penalty: 11738.929688
	Iteration 9Q: 3 clusters Score -3325021 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3325098.500000 Penalty: 11738.929688
	Iteration 10Q: 3 clusters Score -3325098 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -3325152.000000 Penalty: 11738.929688
	Iteration 11Q: 3 clusters Score -3325152 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3325202.000000 Penalty: 11738.929688
	Iteration 12Q: 3 clusters Score -3325202 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3325249.000000 Penalty: 11738.929688
	Iteration 13Q: 3 clusters Score -3325249 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3325289.500000 Penalty: 11738.929688
	Iteration 14Q: 3 clusters Score -3325290 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3325332.250000 Penalty: 11738.929688
	Iteration 15Q: 3 clusters Score -3325332 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3325363.750000 Penalty: 11738.929688
	Iteration 16Q: 3 clusters Score -3325364 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3325400.000000 Penalty: 11738.929688
	Iteration 17Q: 3 clusters Score -3325400 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3325424.750000 Penalty: 11738.929688
	Iteration 18Q: 3 clusters Score -3325425 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3325465.250000 Penalty: 11738.929688
	Iteration 19Q: 3 clusters Score -3325465 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -3325502.750000 Penalty: 11738.929688
	Iteration 20F: 3 clusters Score -3325503 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3325532.750000 Penalty: 11738.929688
	Iteration 21Q: 3 clusters Score -3325533 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3325603.750000 Penalty: 11738.929688
	Iteration 22Q: 3 clusters Score -3325604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3325651.000000 Penalty: 11738.929688
	Iteration 23Q: 3 clusters Score -3325651 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3325679.000000 Penalty: 11738.929688
	Iteration 24Q: 3 clusters Score -3325679 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3325732.000000 Penalty: 11738.929688
	Iteration 25Q: 3 clusters Score -3325732 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3325778.500000 Penalty: 11738.929688
	Iteration 26Q: 3 clusters Score -3325778 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3325830.500000 Penalty: 11738.929688
	Iteration 27Q: 3 clusters Score -3325830 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3325897.500000 Penalty: 11738.929688
	Iteration 28Q: 3 clusters Score -3325898 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3325960.500000 Penalty: 11738.929688
	Iteration 29Q: 3 clusters Score -3325960 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3326037.000000 Penalty: 11738.929688
	Iteration 30Q: 3 clusters Score -3326037 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3326142.500000 Penalty: 11738.929688
	Iteration 31Q: 3 clusters Score -3326142 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3326233.750000 Penalty: 11738.929688
	Iteration 32Q: 3 clusters Score -3326234 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3326351.500000 Penalty: 11738.929688
	Iteration 33Q: 3 clusters Score -3326352 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3326453.250000 Penalty: 11738.929688
	Iteration 34Q: 3 clusters Score -3326453 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3326559.000000 Penalty: 11738.929688
	Iteration 35Q: 3 clusters Score -3326559 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3326663.750000 Penalty: 11738.929688
	Iteration 36Q: 3 clusters Score -3326664 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3326767.500000 Penalty: 11738.929688
	Iteration 37Q: 3 clusters Score -3326768 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3326899.000000 Penalty: 11738.929688
	Iteration 38Q: 3 clusters Score -3326899 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3327048.750000 Penalty: 11738.929688
	Iteration 39Q: 3 clusters Score -3327049 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3327163.250000 Penalty: 11738.929688
	Iteration 40F: 3 clusters Score -3327163 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3327267.000000 Penalty: 11738.929688
	Iteration 41Q: 3 clusters Score -3327267 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3327392.250000 Penalty: 11738.929688
	Iteration 42Q: 3 clusters Score -3327392 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3327475.000000 Penalty: 11738.929688
	Iteration 43Q: 3 clusters Score -3327475 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3327561.500000 Penalty: 11738.929688
	Iteration 44Q: 3 clusters Score -3327562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3327639.500000 Penalty: 11738.929688
	Iteration 45Q: 3 clusters Score -3327640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3327712.750000 Penalty: 11738.929688
	Iteration 46Q: 3 clusters Score -3327713 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3327786.250000 Penalty: 11738.929688
	Iteration 47Q: 3 clusters Score -3327786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3327836.250000 Penalty: 11738.929688
	Iteration 48Q: 3 clusters Score -3327836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3327867.250000 Penalty: 11738.929688
	Iteration 49Q: 3 clusters Score -3327867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3327912.500000 Penalty: 11738.929688
	Iteration 50Q: 3 clusters Score -3327912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3327955.250000 Penalty: 11738.929688
	Iteration 51Q: 3 clusters Score -3327955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3327984.000000 Penalty: 11738.929688
	Iteration 52Q: 3 clusters Score -3327984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3327996.750000 Penalty: 11738.929688
	Iteration 53Q: 3 clusters Score -3327997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3328005.500000 Penalty: 11738.929688
	Iteration 54Q: 3 clusters Score -3328006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3328022.250000 Penalty: 11738.929688
	Iteration 55Q: 3 clusters Score -3328022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3328022.750000 Penalty: 11738.929688
	Iteration 56Q: 3 clusters Score -3328023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3328020.000000 Penalty: 11738.929688
	Iteration 57Q: 3 clusters Score -3328020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3328020.000000 Penalty: 11738.929688
	Iteration 58Q: 3 clusters Score -3328020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3328025.000000 Penalty: 11738.929688
	Iteration 59Q: 3 clusters Score -3328025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3328027.750000 Penalty: 11738.929688
	Iteration 60F: 3 clusters Score -3328028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3328029.250000 Penalty: 11738.929688
	Iteration 61Q: 3 clusters Score -3328029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3328042.750000 Penalty: 11738.929688
	Iteration 62Q: 3 clusters Score -3328043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3328050.750000 Penalty: 11738.929688
	Iteration 63Q: 3 clusters Score -3328051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3328053.500000 Penalty: 11738.929688
	Iteration 64Q: 3 clusters Score -3328054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3328060.000000 Penalty: 11738.929688
	Iteration 65Q: 3 clusters Score -3328060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3328062.000000 Penalty: 11738.929688
	Iteration 66Q: 3 clusters Score -3328062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3328060.250000 Penalty: 11738.929688
	Iteration 67Q: 3 clusters Score -3328060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3328066.500000 Penalty: 11738.929688
	Iteration 68Q: 3 clusters Score -3328066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3328065.500000 Penalty: 11738.929688
	Iteration 69Q: 3 clusters Score -3328066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3328067.000000 Penalty: 11738.929688
	Iteration 70Q: 3 clusters Score -3328067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3328076.250000 Penalty: 11738.929688
	Iteration 71Q: 3 clusters Score -3328076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3328073.500000 Penalty: 11738.929688
	Iteration 72Q: 3 clusters Score -3328074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3328078.750000 Penalty: 11738.929688
	Iteration 73Q: 3 clusters Score -3328079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3328080.250000 Penalty: 11738.929688
	Iteration 74Q: 3 clusters Score -3328080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3328084.250000 Penalty: 11738.929688
	Iteration 75Q: 3 clusters Score -3328084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3328092.000000 Penalty: 11738.929688
	Iteration 76Q: 3 clusters Score -3328092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3328089.750000 Penalty: 11738.929688
	Iteration 77Q: 3 clusters Score -3328090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3328087.750000 Penalty: 11738.929688
	Iteration 78Q: 3 clusters Score -3328088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3328086.250000 Penalty: 11738.929688
	Iteration 79Q: 3 clusters Score -3328086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3328086.250000 Penalty: 11738.929688
	Iteration 80F: 3 clusters Score -3328086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (35163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Entering Unmasked Estep 
Score: -8060627.500000 Penalty: 6411.496582
	Iteration 0F: 2 clusters Score -8060628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -8034530.000000 Penalty: 12822.993164
	Iteration 0F: 3 clusters Score -8034530 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -8042429.000000 Penalty: 12822.993164
	Iteration 1F: 3 clusters Score -8042429 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -8043241.000000 Penalty: 12822.993164
	Iteration 2F: 3 clusters Score -8043241 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -8043877.000000 Penalty: 12822.993164
	Iteration 3Q: 3 clusters Score -8043877 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -8044433.000000 Penalty: 12822.993164
	Iteration 4Q: 3 clusters Score -8044433 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -8044867.500000 Penalty: 12822.993164
	Iteration 5Q: 3 clusters Score -8044868 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -8045455.500000 Penalty: 12822.993164
	Iteration 6Q: 3 clusters Score -8045456 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -8046027.500000 Penalty: 12822.993164
	Iteration 7Q: 3 clusters Score -8046028 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -8046808.500000 Penalty: 12822.993164
	Iteration 8Q: 3 clusters Score -8046808 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -8047775.000000 Penalty: 12822.993164
	Iteration 9Q: 3 clusters Score -8047775 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -8049017.500000 Penalty: 12822.993164
	Iteration 10Q: 3 clusters Score -8049018 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -8050309.500000 Penalty: 12822.993164
	Iteration 11Q: 3 clusters Score -8050310 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -8051599.500000 Penalty: 12822.993164
	Iteration 12Q: 3 clusters Score -8051600 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -8052717.500000 Penalty: 12822.993164
	Iteration 13Q: 3 clusters Score -8052718 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -8053568.000000 Penalty: 12822.993164
	Iteration 14Q: 3 clusters Score -8053568 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -8054082.500000 Penalty: 12822.993164
	Iteration 15Q: 3 clusters Score -8054082 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -8054380.500000 Penalty: 12822.993164
	Iteration 16Q: 3 clusters Score -8054380 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -8054543.000000 Penalty: 12822.993164
	Iteration 17Q: 3 clusters Score -8054543 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -8054634.500000 Penalty: 12822.993164
	Iteration 18Q: 3 clusters Score -8054634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -8054716.500000 Penalty: 12822.993164
	Iteration 19Q: 3 clusters Score -8054716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -8054757.500000 Penalty: 12822.993164
	Iteration 20F: 3 clusters Score -8054758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -8054790.500000 Penalty: 12822.993164
	Iteration 21Q: 3 clusters Score -8054790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -8054839.000000 Penalty: 12822.993164
	Iteration 22Q: 3 clusters Score -8054839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -8054874.000000 Penalty: 12822.993164
	Iteration 23Q: 3 clusters Score -8054874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -8054901.000000 Penalty: 12822.993164
	Iteration 24Q: 3 clusters Score -8054901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -8054890.500000 Penalty: 12822.993164
	Iteration 25Q: 3 clusters Score -8054890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -8054894.500000 Penalty: 12822.993164
	Iteration 26Q: 3 clusters Score -8054894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -8054905.500000 Penalty: 12822.993164
	Iteration 27Q: 3 clusters Score -8054906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -8054914.000000 Penalty: 12822.993164
	Iteration 28Q: 3 clusters Score -8054914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -8054909.000000 Penalty: 12822.993164
	Iteration 29Q: 3 clusters Score -8054909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -8054918.000000 Penalty: 12822.993164
	Iteration 30Q: 3 clusters Score -8054918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -8054915.000000 Penalty: 12822.993164
	Iteration 31Q: 3 clusters Score -8054915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -8054926.500000 Penalty: 12822.993164
	Iteration 32Q: 3 clusters Score -8054926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -8054940.000000 Penalty: 12822.993164
	Iteration 33Q: 3 clusters Score -8054940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -8054945.000000 Penalty: 12822.993164
	Iteration 34Q: 3 clusters Score -8054945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -8054945.500000 Penalty: 12822.993164
	Iteration 35Q: 3 clusters Score -8054946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -8054945.500000 Penalty: 12822.993164
	Iteration 36Q: 3 clusters Score -8054946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -8054944.000000 Penalty: 12822.993164
	Iteration 37Q: 3 clusters Score -8054944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -8054944.000000 Penalty: 12822.993164
	Iteration 38F: 3 clusters Score -8054944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145618 members 
Mstep: Class 3 contains 32323 members 
Mstep: Class 4 contains 65173 members 
Mstep: Class 5 contains 65124 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 23338 members 
Mstep: Class 8 contains 17221 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36032 members 
Mstep: Class 11 contains 124780 members 
Mstep: Class 12 contains 40384 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13502 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10242 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64145 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58656 members 
Mstep: Class 23 contains 14564 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45768 members 
Mstep: Class 26 contains 14965 members 
Mstep: Class 27 contains 92082 members 
Mstep: Class 28 contains 36524 members 
Mstep: Class 29 contains 14513 members 
Mstep: Class 30 contains 35163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453312.000000 Penalty: 257475.359375
Iteration 239Q: 31 clusters Score -2.724533e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145621 members 
Mstep: Class 3 contains 32322 members 
Mstep: Class 4 contains 65173 members 
Mstep: Class 5 contains 65122 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 23338 members 
Mstep: Class 8 contains 17219 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36032 members 
Mstep: Class 11 contains 124777 members 
Mstep: Class 12 contains 40382 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13502 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10242 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64121 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58656 members 
Mstep: Class 23 contains 14565 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45770 members 
Mstep: Class 26 contains 14966 members 
Mstep: Class 27 contains 92083 members 
Mstep: Class 28 contains 36527 members 
Mstep: Class 29 contains 14512 members 
Mstep: Class 30 contains 35187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453248.000000 Penalty: 257475.359375
Iteration 240F: 31 clusters Score -2.724532e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145620 members 
Mstep: Class 3 contains 32324 members 
Mstep: Class 4 contains 65173 members 
Mstep: Class 5 contains 65120 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 23342 members 
Mstep: Class 8 contains 17218 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36032 members 
Mstep: Class 11 contains 124775 members 
Mstep: Class 12 contains 40382 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13501 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10243 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64098 members 
Mstep: Class 21 contains 117833 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14565 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45771 members 
Mstep: Class 26 contains 14963 members 
Mstep: Class 27 contains 92081 members 
Mstep: Class 28 contains 36527 members 
Mstep: Class 29 contains 14511 members 
Mstep: Class 30 contains 35217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453248.000000 Penalty: 257475.359375
Iteration 241Q: 31 clusters Score -2.724532e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145620 members 
Mstep: Class 3 contains 32325 members 
Mstep: Class 4 contains 65172 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 23343 members 
Mstep: Class 8 contains 17218 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36030 members 
Mstep: Class 11 contains 124775 members 
Mstep: Class 12 contains 40377 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13501 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10239 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64082 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14564 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45771 members 
Mstep: Class 26 contains 14962 members 
Mstep: Class 27 contains 92080 members 
Mstep: Class 28 contains 36529 members 
Mstep: Class 29 contains 14514 members 
Mstep: Class 30 contains 35243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453344.000000 Penalty: 257475.359375
Iteration 242Q: 31 clusters Score -2.724533e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145620 members 
Mstep: Class 3 contains 32326 members 
Mstep: Class 4 contains 65174 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 23345 members 
Mstep: Class 8 contains 17216 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36027 members 
Mstep: Class 11 contains 124775 members 
Mstep: Class 12 contains 40373 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13500 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10240 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64069 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14565 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45773 members 
Mstep: Class 26 contains 14961 members 
Mstep: Class 27 contains 92080 members 
Mstep: Class 28 contains 36529 members 
Mstep: Class 29 contains 14517 members 
Mstep: Class 30 contains 35255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453344.000000 Penalty: 257475.359375
Iteration 243Q: 31 clusters Score -2.724533e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145621 members 
Mstep: Class 3 contains 32324 members 
Mstep: Class 4 contains 65175 members 
Mstep: Class 5 contains 65120 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 23344 members 
Mstep: Class 8 contains 17217 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36025 members 
Mstep: Class 11 contains 124774 members 
Mstep: Class 12 contains 40372 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13498 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10241 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64054 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14565 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45772 members 
Mstep: Class 26 contains 14960 members 
Mstep: Class 27 contains 92079 members 
Mstep: Class 28 contains 36530 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453376.000000 Penalty: 257475.359375
Iteration 244Q: 31 clusters Score -2.724534e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145621 members 
Mstep: Class 3 contains 32321 members 
Mstep: Class 4 contains 65175 members 
Mstep: Class 5 contains 65123 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 23344 members 
Mstep: Class 8 contains 17217 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36026 members 
Mstep: Class 11 contains 124772 members 
Mstep: Class 12 contains 40370 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13498 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10246 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64033 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14566 members 
Mstep: Class 24 contains 75872 members 
Mstep: Class 25 contains 45774 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92079 members 
Mstep: Class 28 contains 36531 members 
Mstep: Class 29 contains 14522 members 
Mstep: Class 30 contains 35283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453472.000000 Penalty: 257475.359375
Iteration 245Q: 31 clusters Score -2.724535e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145622 members 
Mstep: Class 3 contains 32320 members 
Mstep: Class 4 contains 65175 members 
Mstep: Class 5 contains 65122 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 23345 members 
Mstep: Class 8 contains 17217 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36025 members 
Mstep: Class 11 contains 124772 members 
Mstep: Class 12 contains 40371 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13496 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10246 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64017 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58656 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 75873 members 
Mstep: Class 25 contains 45774 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92079 members 
Mstep: Class 28 contains 36531 members 
Mstep: Class 29 contains 14523 members 
Mstep: Class 30 contains 35297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453440.000000 Penalty: 257475.359375
Iteration 246Q: 31 clusters Score -2.724534e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145621 members 
Mstep: Class 3 contains 32319 members 
Mstep: Class 4 contains 65175 members 
Mstep: Class 5 contains 65121 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 23348 members 
Mstep: Class 8 contains 17216 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 124772 members 
Mstep: Class 12 contains 40370 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13495 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10247 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 64004 members 
Mstep: Class 21 contains 117834 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 75874 members 
Mstep: Class 25 contains 45775 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92078 members 
Mstep: Class 28 contains 36531 members 
Mstep: Class 29 contains 14522 members 
Mstep: Class 30 contains 35312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453408.000000 Penalty: 257475.359375
Iteration 247Q: 31 clusters Score -2.724534e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145623 members 
Mstep: Class 3 contains 32318 members 
Mstep: Class 4 contains 65176 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 9242 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17216 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 124771 members 
Mstep: Class 12 contains 40369 members 
Mstep: Class 13 contains 12908 members 
Mstep: Class 14 contains 13494 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10248 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63989 members 
Mstep: Class 21 contains 117835 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14568 members 
Mstep: Class 24 contains 75872 members 
Mstep: Class 25 contains 45776 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92079 members 
Mstep: Class 28 contains 36533 members 
Mstep: Class 29 contains 14523 members 
Mstep: Class 30 contains 35325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453344.000000 Penalty: 257475.359375
Iteration 248Q: 31 clusters Score -2.724533e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145623 members 
Mstep: Class 3 contains 32316 members 
Mstep: Class 4 contains 65177 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17216 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 124770 members 
Mstep: Class 12 contains 40367 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13491 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10248 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63978 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14568 members 
Mstep: Class 24 contains 75874 members 
Mstep: Class 25 contains 45776 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92078 members 
Mstep: Class 28 contains 36534 members 
Mstep: Class 29 contains 14523 members 
Mstep: Class 30 contains 35342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453376.000000 Penalty: 257475.359375
Iteration 249Q: 31 clusters Score -2.724534e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145623 members 
Mstep: Class 3 contains 32316 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 124771 members 
Mstep: Class 12 contains 40368 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10248 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63968 members 
Mstep: Class 21 contains 117835 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 75872 members 
Mstep: Class 25 contains 45778 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92078 members 
Mstep: Class 28 contains 36535 members 
Mstep: Class 29 contains 14523 members 
Mstep: Class 30 contains 35351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453440.000000 Penalty: 257475.359375
Iteration 250Q: 31 clusters Score -2.724534e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145624 members 
Mstep: Class 3 contains 32316 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65119 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 124771 members 
Mstep: Class 12 contains 40368 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10248 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63954 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45779 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92078 members 
Mstep: Class 28 contains 36536 members 
Mstep: Class 29 contains 14523 members 
Mstep: Class 30 contains 35361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453504.000000 Penalty: 257475.359375
Iteration 251Q: 31 clusters Score -2.724535e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145623 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65122 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 124771 members 
Mstep: Class 12 contains 40368 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63942 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45781 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 92078 members 
Mstep: Class 28 contains 36538 members 
Mstep: Class 29 contains 14522 members 
Mstep: Class 30 contains 35366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453504.000000 Penalty: 257475.359375
Iteration 252Q: 31 clusters Score -2.724535e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145623 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65123 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 124770 members 
Mstep: Class 12 contains 40368 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63935 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58655 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45782 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 92076 members 
Mstep: Class 28 contains 36538 members 
Mstep: Class 29 contains 14522 members 
Mstep: Class 30 contains 35375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453376.000000 Penalty: 257475.359375
Iteration 253Q: 31 clusters Score -2.724534e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145624 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65122 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17216 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 124770 members 
Mstep: Class 12 contains 40367 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63925 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45784 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 92077 members 
Mstep: Class 28 contains 36538 members 
Mstep: Class 29 contains 14521 members 
Mstep: Class 30 contains 35385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453312.000000 Penalty: 257475.359375
Iteration 254Q: 31 clusters Score -2.724533e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145624 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65120 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 124769 members 
Mstep: Class 12 contains 40367 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10248 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63919 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45783 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 92077 members 
Mstep: Class 28 contains 36538 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453376.000000 Penalty: 257475.359375
Iteration 255Q: 31 clusters Score -2.724534e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145624 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65119 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17214 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36025 members 
Mstep: Class 11 contains 124769 members 
Mstep: Class 12 contains 40363 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63909 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45782 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 92078 members 
Mstep: Class 28 contains 36539 members 
Mstep: Class 29 contains 14521 members 
Mstep: Class 30 contains 35408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453376.000000 Penalty: 257475.359375
Iteration 256Q: 31 clusters Score -2.724534e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145625 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65120 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36025 members 
Mstep: Class 11 contains 124769 members 
Mstep: Class 12 contains 40361 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63901 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45783 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 92079 members 
Mstep: Class 28 contains 36539 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453376.000000 Penalty: 257475.359375
Iteration 257Q: 31 clusters Score -2.724534e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145626 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36023 members 
Mstep: Class 11 contains 124769 members 
Mstep: Class 12 contains 40361 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63893 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14568 members 
Mstep: Class 24 contains 75871 members 
Mstep: Class 25 contains 45785 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 92081 members 
Mstep: Class 28 contains 36539 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453440.000000 Penalty: 257475.359375
Iteration 258Q: 31 clusters Score -2.724534e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145626 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 17216 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36022 members 
Mstep: Class 11 contains 124768 members 
Mstep: Class 12 contains 40361 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63892 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 75870 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14960 members 
Mstep: Class 27 contains 92083 members 
Mstep: Class 28 contains 36539 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453472.000000 Penalty: 257475.359375
Iteration 259Q: 31 clusters Score -2.724535e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145629 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23345 members 
Mstep: Class 8 contains 17216 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36021 members 
Mstep: Class 11 contains 124768 members 
Mstep: Class 12 contains 40360 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63889 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14568 members 
Mstep: Class 24 contains 75870 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14960 members 
Mstep: Class 27 contains 92084 members 
Mstep: Class 28 contains 36540 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453504.000000 Penalty: 257475.359375
Iteration 260F: 31 clusters Score -2.724535e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145627 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 17216 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36019 members 
Mstep: Class 11 contains 124768 members 
Mstep: Class 12 contains 40359 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63887 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14571 members 
Mstep: Class 24 contains 75870 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14961 members 
Mstep: Class 27 contains 92084 members 
Mstep: Class 28 contains 36539 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453472.000000 Penalty: 257475.359375
Iteration 261Q: 31 clusters Score -2.724535e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145626 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23350 members 
Mstep: Class 8 contains 17216 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36016 members 
Mstep: Class 11 contains 124768 members 
Mstep: Class 12 contains 40358 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13491 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63888 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14573 members 
Mstep: Class 24 contains 75869 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14961 members 
Mstep: Class 27 contains 92083 members 
Mstep: Class 28 contains 36539 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453504.000000 Penalty: 257475.359375
Iteration 262Q: 31 clusters Score -2.724535e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145627 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36015 members 
Mstep: Class 11 contains 124767 members 
Mstep: Class 12 contains 40358 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13491 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63885 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14575 members 
Mstep: Class 24 contains 75869 members 
Mstep: Class 25 contains 45787 members 
Mstep: Class 26 contains 14960 members 
Mstep: Class 27 contains 92083 members 
Mstep: Class 28 contains 36539 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453536.000000 Penalty: 257475.359375
Iteration 263Q: 31 clusters Score -2.724535e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145627 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23353 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36016 members 
Mstep: Class 11 contains 124766 members 
Mstep: Class 12 contains 40359 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63882 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14575 members 
Mstep: Class 24 contains 75869 members 
Mstep: Class 25 contains 45787 members 
Mstep: Class 26 contains 14960 members 
Mstep: Class 27 contains 92084 members 
Mstep: Class 28 contains 36539 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453440.000000 Penalty: 257475.359375
Iteration 264Q: 31 clusters Score -2.724534e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145627 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23353 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36016 members 
Mstep: Class 11 contains 124766 members 
Mstep: Class 12 contains 40358 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63880 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14575 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45787 members 
Mstep: Class 26 contains 14960 members 
Mstep: Class 27 contains 92085 members 
Mstep: Class 28 contains 36540 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453536.000000 Penalty: 257475.359375
Iteration 265Q: 31 clusters Score -2.724535e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145627 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23353 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36016 members 
Mstep: Class 11 contains 124766 members 
Mstep: Class 12 contains 40358 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63877 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14576 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45788 members 
Mstep: Class 26 contains 14960 members 
Mstep: Class 27 contains 92086 members 
Mstep: Class 28 contains 36541 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453536.000000 Penalty: 257475.359375
Iteration 266Q: 31 clusters Score -2.724535e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145628 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 65116 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23353 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36015 members 
Mstep: Class 11 contains 124766 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12906 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63873 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14580 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45788 members 
Mstep: Class 26 contains 14960 members 
Mstep: Class 27 contains 92087 members 
Mstep: Class 28 contains 36543 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453568.000000 Penalty: 257475.359375
Iteration 267Q: 31 clusters Score -2.724536e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145630 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65116 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23353 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36015 members 
Mstep: Class 11 contains 124766 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63868 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14583 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45788 members 
Mstep: Class 26 contains 14960 members 
Mstep: Class 27 contains 92087 members 
Mstep: Class 28 contains 36543 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453472.000000 Penalty: 257475.359375
Iteration 268Q: 31 clusters Score -2.724535e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145630 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23353 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36015 members 
Mstep: Class 11 contains 124766 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12904 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63866 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58653 members 
Mstep: Class 23 contains 14583 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45788 members 
Mstep: Class 26 contains 14960 members 
Mstep: Class 27 contains 92088 members 
Mstep: Class 28 contains 36545 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453536.000000 Penalty: 257475.359375
Iteration 269Q: 31 clusters Score -2.724535e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145631 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23353 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124766 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63861 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58653 members 
Mstep: Class 23 contains 14584 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 45787 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 92089 members 
Mstep: Class 28 contains 36547 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453536.000000 Penalty: 257475.359375
Iteration 270Q: 31 clusters Score -2.724535e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145631 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124766 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63859 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58653 members 
Mstep: Class 23 contains 14584 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36550 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453536.000000 Penalty: 257475.359375
Iteration 271Q: 31 clusters Score -2.724535e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145634 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124765 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63855 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58653 members 
Mstep: Class 23 contains 14584 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36552 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453504.000000 Penalty: 257475.359375
Iteration 272Q: 31 clusters Score -2.724535e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145636 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124765 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63854 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58653 members 
Mstep: Class 23 contains 14585 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36551 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453472.000000 Penalty: 257475.359375
Iteration 273Q: 31 clusters Score -2.724535e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145638 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124765 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63853 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58653 members 
Mstep: Class 23 contains 14586 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36550 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453440.000000 Penalty: 257475.359375
Iteration 274Q: 31 clusters Score -2.724534e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145638 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124765 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63853 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58653 members 
Mstep: Class 23 contains 14587 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36550 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453504.000000 Penalty: 257475.359375
Iteration 275Q: 31 clusters Score -2.724535e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145637 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65116 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124765 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63853 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58653 members 
Mstep: Class 23 contains 14589 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36550 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453472.000000 Penalty: 257475.359375
Iteration 276Q: 31 clusters Score -2.724535e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145637 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65115 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124765 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63853 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58653 members 
Mstep: Class 23 contains 14590 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36550 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453376.000000 Penalty: 257475.359375
Iteration 277Q: 31 clusters Score -2.724534e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145635 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65114 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124765 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63853 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14592 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36550 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453408.000000 Penalty: 257475.359375
Iteration 278Q: 31 clusters Score -2.724534e+08 nChanged 1
Entering ConstructFrom: 
Score: -272453408.000000 Penalty: 257475.359375
Entering ConstructFrom: 
Trying to split cluster 1 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -189042.187500 Penalty: 4176.590820
	Iteration 0F: 2 clusters Score -189042.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -185329.109375 Penalty: 8353.181641
	Iteration 0F: 3 clusters Score -185329.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -185913.078125 Penalty: 8353.181641
	Iteration 1F: 3 clusters Score -185913.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -186297.343750 Penalty: 8353.181641
	Iteration 2F: 3 clusters Score -186297.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -186607.171875 Penalty: 8353.181641
	Iteration 3F: 3 clusters Score -186607.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -186892.046875 Penalty: 8353.181641
	Iteration 4F: 3 clusters Score -186892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -187050.546875 Penalty: 8353.181641
	Iteration 5Q: 3 clusters Score -187050.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -187113.125000 Penalty: 8353.181641
	Iteration 6Q: 3 clusters Score -187113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -187151.984375 Penalty: 8353.181641
	Iteration 7Q: 3 clusters Score -187152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -187158.578125 Penalty: 8353.181641
	Iteration 8Q: 3 clusters Score -187158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -187165.046875 Penalty: 8353.181641
	Iteration 9Q: 3 clusters Score -187165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -187169.562500 Penalty: 8353.181641
	Iteration 10Q: 3 clusters Score -187169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -187172.218750 Penalty: 8353.181641
	Iteration 11Q: 3 clusters Score -187172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -187176.171875 Penalty: 8353.181641
	Iteration 12Q: 3 clusters Score -187176.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -187176.171875 Penalty: 8353.181641
	Iteration 13F: 3 clusters Score -187176.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (145635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145635 members 
Entering Unmasked Estep 
Score: -33254020.000000 Penalty: 7281.925781
	Iteration 0F: 2 clusters Score -3.325402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -33167580.000000 Penalty: 14563.851562
	Iteration 0F: 3 clusters Score -3.316758e+07 nChanged 67309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 75096 members 
Entering Unmasked Estep 
Score: -33205746.000000 Penalty: 14563.851562
	Iteration 1F: 3 clusters Score -3.320575e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -33207530.000000 Penalty: 14563.851562
	Iteration 2Q: 3 clusters Score -3.320753e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -33209698.000000 Penalty: 14563.851562
	Iteration 3Q: 3 clusters Score -3.32097e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -33212480.000000 Penalty: 14563.851562
	Iteration 4Q: 3 clusters Score -3.321248e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -33216244.000000 Penalty: 14563.851562
	Iteration 5F: 3 clusters Score -3.321624e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 88830 members 
Entering Unmasked Estep 
Score: -33220760.000000 Penalty: 14563.851562
	Iteration 6F: 3 clusters Score -3.322076e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 94799 members 
Entering Unmasked Estep 
Score: -33226134.000000 Penalty: 14563.851562
	Iteration 7F: 3 clusters Score -3.322613e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -33232520.000000 Penalty: 14563.851562
	Iteration 8F: 3 clusters Score -3.323252e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 106891 members 
Entering Unmasked Estep 
Score: -33238978.000000 Penalty: 14563.851562
	Iteration 9F: 3 clusters Score -3.323898e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 111186 members 
Entering Unmasked Estep 
Score: -33244688.000000 Penalty: 14563.851562
	Iteration 10Q: 3 clusters Score -3.324469e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 114353 members 
Entering Unmasked Estep 
Score: -33248614.000000 Penalty: 14563.851562
	Iteration 11Q: 3 clusters Score -3.324861e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 116847 members 
Entering Unmasked Estep 
Score: -33250916.000000 Penalty: 14563.851562
	Iteration 12Q: 3 clusters Score -3.325092e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 118837 members 
Entering Unmasked Estep 
Score: -33252142.000000 Penalty: 14563.851562
	Iteration 13Q: 3 clusters Score -3.325214e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 120514 members 
Entering Unmasked Estep 
Score: -33253076.000000 Penalty: 14563.851562
	Iteration 14Q: 3 clusters Score -3.325308e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 121960 members 
Entering Unmasked Estep 
Score: -33253632.000000 Penalty: 14563.851562
	Iteration 15Q: 3 clusters Score -3.325363e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 123188 members 
Entering Unmasked Estep 
Score: -33253940.000000 Penalty: 14563.851562
	Iteration 16Q: 3 clusters Score -3.325394e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -33253956.000000 Penalty: 14563.851562
	Iteration 17Q: 3 clusters Score -3.325396e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 125125 members 
Entering Unmasked Estep 
Score: -33253864.000000 Penalty: 14563.851562
	Iteration 18Q: 3 clusters Score -3.325386e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 125943 members 
Entering Unmasked Estep 
Score: -33253944.000000 Penalty: 14563.851562
	Iteration 19Q: 3 clusters Score -3.325394e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 126630 members 
Entering Unmasked Estep 
Score: -33253834.000000 Penalty: 14563.851562
	Iteration 20F: 3 clusters Score -3.325383e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 127236 members 
Entering Unmasked Estep 
Score: -33253786.000000 Penalty: 14563.851562
	Iteration 21Q: 3 clusters Score -3.325379e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 127823 members 
Entering Unmasked Estep 
Score: -33253804.000000 Penalty: 14563.851562
	Iteration 22Q: 3 clusters Score -3.32538e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 128400 members 
Entering Unmasked Estep 
Score: -33253714.000000 Penalty: 14563.851562
	Iteration 23Q: 3 clusters Score -3.325371e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 128918 members 
Entering Unmasked Estep 
Score: -33253628.000000 Penalty: 14563.851562
	Iteration 24Q: 3 clusters Score -3.325363e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 129416 members 
Entering Unmasked Estep 
Score: -33253506.000000 Penalty: 14563.851562
	Iteration 25Q: 3 clusters Score -3.325351e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 129890 members 
Entering Unmasked Estep 
Score: -33253470.000000 Penalty: 14563.851562
	Iteration 26Q: 3 clusters Score -3.325347e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 130310 members 
Entering Unmasked Estep 
Score: -33253406.000000 Penalty: 14563.851562
	Iteration 27Q: 3 clusters Score -3.325341e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 130681 members 
Entering Unmasked Estep 
Score: -33253342.000000 Penalty: 14563.851562
	Iteration 28Q: 3 clusters Score -3.325334e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 131018 members 
Entering Unmasked Estep 
Score: -33253366.000000 Penalty: 14563.851562
	Iteration 29Q: 3 clusters Score -3.325337e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 131342 members 
Entering Unmasked Estep 
Score: -33253360.000000 Penalty: 14563.851562
	Iteration 30Q: 3 clusters Score -3.325336e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 131636 members 
Entering Unmasked Estep 
Score: -33253360.000000 Penalty: 14563.851562
	Iteration 31Q: 3 clusters Score -3.325336e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 131897 members 
Entering Unmasked Estep 
Score: -33253362.000000 Penalty: 14563.851562
	Iteration 32Q: 3 clusters Score -3.325336e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 132144 members 
Entering Unmasked Estep 
Score: -33253392.000000 Penalty: 14563.851562
	Iteration 33Q: 3 clusters Score -3.325339e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 132358 members 
Entering Unmasked Estep 
Score: -33253398.000000 Penalty: 14563.851562
	Iteration 34Q: 3 clusters Score -3.32534e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 132547 members 
Entering Unmasked Estep 
Score: -33253456.000000 Penalty: 14563.851562
	Iteration 35Q: 3 clusters Score -3.325346e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 132734 members 
Entering Unmasked Estep 
Score: -33253478.000000 Penalty: 14563.851562
	Iteration 36Q: 3 clusters Score -3.325348e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 132897 members 
Entering Unmasked Estep 
Score: -33253554.000000 Penalty: 14563.851562
	Iteration 37Q: 3 clusters Score -3.325355e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 133065 members 
Entering Unmasked Estep 
Score: -33253560.000000 Penalty: 14563.851562
	Iteration 38Q: 3 clusters Score -3.325356e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 133218 members 
Entering Unmasked Estep 
Score: -33253518.000000 Penalty: 14563.851562
	Iteration 39Q: 3 clusters Score -3.325352e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 133370 members 
Entering Unmasked Estep 
Score: -33253486.000000 Penalty: 14563.851562
	Iteration 40F: 3 clusters Score -3.325349e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 133514 members 
Entering Unmasked Estep 
Score: -33253484.000000 Penalty: 14563.851562
	Iteration 41Q: 3 clusters Score -3.325348e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 133642 members 
Entering Unmasked Estep 
Score: -33253470.000000 Penalty: 14563.851562
	Iteration 42Q: 3 clusters Score -3.325347e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 133771 members 
Entering Unmasked Estep 
Score: -33253464.000000 Penalty: 14563.851562
	Iteration 43Q: 3 clusters Score -3.325346e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 133911 members 
Entering Unmasked Estep 
Score: -33253446.000000 Penalty: 14563.851562
	Iteration 44Q: 3 clusters Score -3.325345e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 134047 members 
Entering Unmasked Estep 
Score: -33253382.000000 Penalty: 14563.851562
	Iteration 45Q: 3 clusters Score -3.325338e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 134174 members 
Entering Unmasked Estep 
Score: -33253398.000000 Penalty: 14563.851562
	Iteration 46Q: 3 clusters Score -3.32534e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 134311 members 
Entering Unmasked Estep 
Score: -33253406.000000 Penalty: 14563.851562
	Iteration 47Q: 3 clusters Score -3.325341e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 134437 members 
Entering Unmasked Estep 
Score: -33253442.000000 Penalty: 14563.851562
	Iteration 48Q: 3 clusters Score -3.325344e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 134562 members 
Entering Unmasked Estep 
Score: -33253454.000000 Penalty: 14563.851562
	Iteration 49Q: 3 clusters Score -3.325345e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 134700 members 
Entering Unmasked Estep 
Score: -33253474.000000 Penalty: 14563.851562
	Iteration 50Q: 3 clusters Score -3.325347e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 134833 members 
Entering Unmasked Estep 
Score: -33253496.000000 Penalty: 14563.851562
	Iteration 51Q: 3 clusters Score -3.32535e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -33253528.000000 Penalty: 14563.851562
	Iteration 52Q: 3 clusters Score -3.325353e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 135104 members 
Entering Unmasked Estep 
Score: -33253466.000000 Penalty: 14563.851562
	Iteration 53Q: 3 clusters Score -3.325347e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 135232 members 
Entering Unmasked Estep 
Score: -33253472.000000 Penalty: 14563.851562
	Iteration 54Q: 3 clusters Score -3.325347e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 135363 members 
Entering Unmasked Estep 
Score: -33253462.000000 Penalty: 14563.851562
	Iteration 55Q: 3 clusters Score -3.325346e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 135495 members 
Entering Unmasked Estep 
Score: -33253472.000000 Penalty: 14563.851562
	Iteration 56Q: 3 clusters Score -3.325347e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 135635 members 
Entering Unmasked Estep 
Score: -33253506.000000 Penalty: 14563.851562
	Iteration 57Q: 3 clusters Score -3.325351e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 135751 members 
Entering Unmasked Estep 
Score: -33253488.000000 Penalty: 14563.851562
	Iteration 58Q: 3 clusters Score -3.325349e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 135867 members 
Entering Unmasked Estep 
Score: -33253484.000000 Penalty: 14563.851562
	Iteration 59Q: 3 clusters Score -3.325348e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 135970 members 
Entering Unmasked Estep 
Score: -33253538.000000 Penalty: 14563.851562
	Iteration 60F: 3 clusters Score -3.325354e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 136059 members 
Entering Unmasked Estep 
Score: -33253560.000000 Penalty: 14563.851562
	Iteration 61Q: 3 clusters Score -3.325356e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 136142 members 
Entering Unmasked Estep 
Score: -33253518.000000 Penalty: 14563.851562
	Iteration 62Q: 3 clusters Score -3.325352e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 136214 members 
Entering Unmasked Estep 
Score: -33253540.000000 Penalty: 14563.851562
	Iteration 63Q: 3 clusters Score -3.325354e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 136288 members 
Entering Unmasked Estep 
Score: -33253514.000000 Penalty: 14563.851562
	Iteration 64Q: 3 clusters Score -3.325351e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 136342 members 
Entering Unmasked Estep 
Score: -33253494.000000 Penalty: 14563.851562
	Iteration 65Q: 3 clusters Score -3.325349e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 136384 members 
Entering Unmasked Estep 
Score: -33253472.000000 Penalty: 14563.851562
	Iteration 66Q: 3 clusters Score -3.325347e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 136431 members 
Entering Unmasked Estep 
Score: -33253468.000000 Penalty: 14563.851562
	Iteration 67Q: 3 clusters Score -3.325347e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 136483 members 
Entering Unmasked Estep 
Score: -33253530.000000 Penalty: 14563.851562
	Iteration 68Q: 3 clusters Score -3.325353e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 136537 members 
Entering Unmasked Estep 
Score: -33253544.000000 Penalty: 14563.851562
	Iteration 69Q: 3 clusters Score -3.325354e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 136582 members 
Entering Unmasked Estep 
Score: -33253552.000000 Penalty: 14563.851562
	Iteration 70Q: 3 clusters Score -3.325355e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 136624 members 
Entering Unmasked Estep 
Score: -33253506.000000 Penalty: 14563.851562
	Iteration 71Q: 3 clusters Score -3.325351e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 136653 members 
Entering Unmasked Estep 
Score: -33253470.000000 Penalty: 14563.851562
	Iteration 72Q: 3 clusters Score -3.325347e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 136679 members 
Entering Unmasked Estep 
Score: -33253486.000000 Penalty: 14563.851562
	Iteration 73Q: 3 clusters Score -3.325349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 136710 members 
Entering Unmasked Estep 
Score: -33253480.000000 Penalty: 14563.851562
	Iteration 74Q: 3 clusters Score -3.325348e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 136734 members 
Entering Unmasked Estep 
Score: -33253478.000000 Penalty: 14563.851562
	Iteration 75Q: 3 clusters Score -3.325348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 136759 members 
Entering Unmasked Estep 
Score: -33253460.000000 Penalty: 14563.851562
	Iteration 76Q: 3 clusters Score -3.325346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 136791 members 
Entering Unmasked Estep 
Score: -33253434.000000 Penalty: 14563.851562
	Iteration 77Q: 3 clusters Score -3.325343e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 136826 members 
Entering Unmasked Estep 
Score: -33253440.000000 Penalty: 14563.851562
	Iteration 78Q: 3 clusters Score -3.325344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 136851 members 
Entering Unmasked Estep 
Score: -33253444.000000 Penalty: 14563.851562
	Iteration 79Q: 3 clusters Score -3.325344e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 136877 members 
Entering Unmasked Estep 
Score: -33253438.000000 Penalty: 14563.851562
	Iteration 80F: 3 clusters Score -3.325344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 136902 members 
Entering Unmasked Estep 
Score: -33253420.000000 Penalty: 14563.851562
	Iteration 81Q: 3 clusters Score -3.325342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 136922 members 
Entering Unmasked Estep 
Score: -33253406.000000 Penalty: 14563.851562
	Iteration 82Q: 3 clusters Score -3.325341e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 136944 members 
Entering Unmasked Estep 
Score: -33253382.000000 Penalty: 14563.851562
	Iteration 83Q: 3 clusters Score -3.325338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 136967 members 
Entering Unmasked Estep 
Score: -33253372.000000 Penalty: 14563.851562
	Iteration 84Q: 3 clusters Score -3.325337e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 136992 members 
Entering Unmasked Estep 
Score: -33253386.000000 Penalty: 14563.851562
	Iteration 85Q: 3 clusters Score -3.325339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 137007 members 
Entering Unmasked Estep 
Score: -33253382.000000 Penalty: 14563.851562
	Iteration 86Q: 3 clusters Score -3.325338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 137021 members 
Entering Unmasked Estep 
Score: -33253380.000000 Penalty: 14563.851562
	Iteration 87Q: 3 clusters Score -3.325338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 137037 members 
Entering Unmasked Estep 
Score: -33253404.000000 Penalty: 14563.851562
	Iteration 88Q: 3 clusters Score -3.32534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 137048 members 
Entering Unmasked Estep 
Score: -33253396.000000 Penalty: 14563.851562
	Iteration 89Q: 3 clusters Score -3.32534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 137065 members 
Entering Unmasked Estep 
Score: -33253402.000000 Penalty: 14563.851562
	Iteration 90Q: 3 clusters Score -3.32534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 137077 members 
Entering Unmasked Estep 
Score: -33253404.000000 Penalty: 14563.851562
	Iteration 91Q: 3 clusters Score -3.32534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 137085 members 
Entering Unmasked Estep 
Score: -33253406.000000 Penalty: 14563.851562
	Iteration 92Q: 3 clusters Score -3.325341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 137091 members 
Entering Unmasked Estep 
Score: -33253398.000000 Penalty: 14563.851562
	Iteration 93Q: 3 clusters Score -3.32534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 137102 members 
Entering Unmasked Estep 
Score: -33253406.000000 Penalty: 14563.851562
	Iteration 94Q: 3 clusters Score -3.325341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 137116 members 
Entering Unmasked Estep 
Score: -33253382.000000 Penalty: 14563.851562
	Iteration 95Q: 3 clusters Score -3.325338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 137127 members 
Entering Unmasked Estep 
Score: -33253374.000000 Penalty: 14563.851562
	Iteration 96Q: 3 clusters Score -3.325337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 137139 members 
Entering Unmasked Estep 
Score: -33253380.000000 Penalty: 14563.851562
	Iteration 97Q: 3 clusters Score -3.325338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 137152 members 
Entering Unmasked Estep 
Score: -33253386.000000 Penalty: 14563.851562
	Iteration 98Q: 3 clusters Score -3.325339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 137166 members 
Entering Unmasked Estep 
Score: -33253376.000000 Penalty: 14563.851562
	Iteration 99Q: 3 clusters Score -3.325338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 137182 members 
Entering Unmasked Estep 
Score: -33253364.000000 Penalty: 14563.851562
	Iteration 100F: 3 clusters Score -3.325336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 137195 members 
Entering Unmasked Estep 
Score: -33253336.000000 Penalty: 14563.851562
	Iteration 101Q: 3 clusters Score -3.325334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 137206 members 
Entering Unmasked Estep 
Score: -33253378.000000 Penalty: 14563.851562
	Iteration 102Q: 3 clusters Score -3.325338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 137212 members 
Entering Unmasked Estep 
Score: -33253360.000000 Penalty: 14563.851562
	Iteration 103Q: 3 clusters Score -3.325336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 137218 members 
Entering Unmasked Estep 
Score: -33253368.000000 Penalty: 14563.851562
	Iteration 104Q: 3 clusters Score -3.325337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 137223 members 
Entering Unmasked Estep 
Score: -33253398.000000 Penalty: 14563.851562
	Iteration 105Q: 3 clusters Score -3.32534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 137228 members 
Entering Unmasked Estep 
Score: -33253400.000000 Penalty: 14563.851562
	Iteration 106Q: 3 clusters Score -3.32534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 137231 members 
Entering Unmasked Estep 
Score: -33253382.000000 Penalty: 14563.851562
	Iteration 107Q: 3 clusters Score -3.325338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 137232 members 
Entering Unmasked Estep 
Score: -33253384.000000 Penalty: 14563.851562
	Iteration 108Q: 3 clusters Score -3.325338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 137233 members 
Entering Unmasked Estep 
Score: -33253366.000000 Penalty: 14563.851562
	Iteration 109Q: 3 clusters Score -3.325337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 137234 members 
Entering Unmasked Estep 
Score: -33253360.000000 Penalty: 14563.851562
	Iteration 110Q: 3 clusters Score -3.325336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 137234 members 
Entering Unmasked Estep 
Score: -33253360.000000 Penalty: 14563.851562
	Iteration 111F: 3 clusters Score -3.325336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Entering Unmasked Estep 
Score: -7435629.500000 Penalty: 6359.744141
	Iteration 0F: 2 clusters Score -7435630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -7411253.000000 Penalty: 12719.488281
	Iteration 0F: 3 clusters Score -7411253 nChanged 13816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -7418370.500000 Penalty: 12719.488281
	Iteration 1F: 3 clusters Score -7418370 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -7419110.000000 Penalty: 12719.488281
	Iteration 2F: 3 clusters Score -7419110 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -7419744.000000 Penalty: 12719.488281
	Iteration 3Q: 3 clusters Score -7419744 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -7420235.500000 Penalty: 12719.488281
	Iteration 4Q: 3 clusters Score -7420236 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -7420698.000000 Penalty: 12719.488281
	Iteration 5Q: 3 clusters Score -7420698 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -7421136.000000 Penalty: 12719.488281
	Iteration 6Q: 3 clusters Score -7421136 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -7421522.500000 Penalty: 12719.488281
	Iteration 7Q: 3 clusters Score -7421522 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -7421944.000000 Penalty: 12719.488281
	Iteration 8Q: 3 clusters Score -7421944 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -7422299.500000 Penalty: 12719.488281
	Iteration 9Q: 3 clusters Score -7422300 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -7422660.000000 Penalty: 12719.488281
	Iteration 10Q: 3 clusters Score -7422660 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -7423060.000000 Penalty: 12719.488281
	Iteration 11Q: 3 clusters Score -7423060 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -7423406.500000 Penalty: 12719.488281
	Iteration 12Q: 3 clusters Score -7423406 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -7423735.500000 Penalty: 12719.488281
	Iteration 13Q: 3 clusters Score -7423736 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -7423963.000000 Penalty: 12719.488281
	Iteration 14Q: 3 clusters Score -7423963 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -7424203.000000 Penalty: 12719.488281
	Iteration 15Q: 3 clusters Score -7424203 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -7424438.500000 Penalty: 12719.488281
	Iteration 16Q: 3 clusters Score -7424438 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -7424694.000000 Penalty: 12719.488281
	Iteration 17Q: 3 clusters Score -7424694 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -7424911.000000 Penalty: 12719.488281
	Iteration 18Q: 3 clusters Score -7424911 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -7425194.500000 Penalty: 12719.488281
	Iteration 19Q: 3 clusters Score -7425194 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -7425481.000000 Penalty: 12719.488281
	Iteration 20F: 3 clusters Score -7425481 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -7425764.000000 Penalty: 12719.488281
	Iteration 21Q: 3 clusters Score -7425764 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -7426090.500000 Penalty: 12719.488281
	Iteration 22Q: 3 clusters Score -7426090 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -7426465.000000 Penalty: 12719.488281
	Iteration 23Q: 3 clusters Score -7426465 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -7426883.000000 Penalty: 12719.488281
	Iteration 24Q: 3 clusters Score -7426883 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -7427298.500000 Penalty: 12719.488281
	Iteration 25Q: 3 clusters Score -7427298 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -7427711.000000 Penalty: 12719.488281
	Iteration 26Q: 3 clusters Score -7427711 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -7428061.500000 Penalty: 12719.488281
	Iteration 27Q: 3 clusters Score -7428062 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -7428400.500000 Penalty: 12719.488281
	Iteration 28Q: 3 clusters Score -7428400 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -7428743.000000 Penalty: 12719.488281
	Iteration 29Q: 3 clusters Score -7428743 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -7428981.000000 Penalty: 12719.488281
	Iteration 30Q: 3 clusters Score -7428981 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -7429163.000000 Penalty: 12719.488281
	Iteration 31Q: 3 clusters Score -7429163 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -7429336.000000 Penalty: 12719.488281
	Iteration 32Q: 3 clusters Score -7429336 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -7429481.000000 Penalty: 12719.488281
	Iteration 33Q: 3 clusters Score -7429481 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -7429597.000000 Penalty: 12719.488281
	Iteration 34Q: 3 clusters Score -7429597 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -7429659.000000 Penalty: 12719.488281
	Iteration 35Q: 3 clusters Score -7429659 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -7429742.000000 Penalty: 12719.488281
	Iteration 36Q: 3 clusters Score -7429742 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -7429782.500000 Penalty: 12719.488281
	Iteration 37Q: 3 clusters Score -7429782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -7429816.500000 Penalty: 12719.488281
	Iteration 38Q: 3 clusters Score -7429816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -7429834.500000 Penalty: 12719.488281
	Iteration 39Q: 3 clusters Score -7429834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -7429861.500000 Penalty: 12719.488281
	Iteration 40F: 3 clusters Score -7429862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -7429902.000000 Penalty: 12719.488281
	Iteration 41Q: 3 clusters Score -7429902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -7429925.000000 Penalty: 12719.488281
	Iteration 42Q: 3 clusters Score -7429925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -7429944.000000 Penalty: 12719.488281
	Iteration 43Q: 3 clusters Score -7429944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -7429955.000000 Penalty: 12719.488281
	Iteration 44Q: 3 clusters Score -7429955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -7429980.000000 Penalty: 12719.488281
	Iteration 45Q: 3 clusters Score -7429980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -7429996.000000 Penalty: 12719.488281
	Iteration 46Q: 3 clusters Score -7429996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -7430016.000000 Penalty: 12719.488281
	Iteration 47Q: 3 clusters Score -7430016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -7430023.500000 Penalty: 12719.488281
	Iteration 48Q: 3 clusters Score -7430024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -7430048.000000 Penalty: 12719.488281
	Iteration 49Q: 3 clusters Score -7430048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -7430063.500000 Penalty: 12719.488281
	Iteration 50Q: 3 clusters Score -7430064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -7430079.500000 Penalty: 12719.488281
	Iteration 51Q: 3 clusters Score -7430080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -7430084.500000 Penalty: 12719.488281
	Iteration 52Q: 3 clusters Score -7430084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -7430095.000000 Penalty: 12719.488281
	Iteration 53Q: 3 clusters Score -7430095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -7430109.500000 Penalty: 12719.488281
	Iteration 54Q: 3 clusters Score -7430110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -7430098.000000 Penalty: 12719.488281
	Iteration 55Q: 3 clusters Score -7430098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -7430118.000000 Penalty: 12719.488281
	Iteration 56Q: 3 clusters Score -7430118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -7430129.000000 Penalty: 12719.488281
	Iteration 57Q: 3 clusters Score -7430129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -7430140.500000 Penalty: 12719.488281
	Iteration 58Q: 3 clusters Score -7430140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -7430143.500000 Penalty: 12719.488281
	Iteration 59Q: 3 clusters Score -7430144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -7430150.500000 Penalty: 12719.488281
	Iteration 60F: 3 clusters Score -7430150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -7430157.000000 Penalty: 12719.488281
	Iteration 61Q: 3 clusters Score -7430157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -7430141.500000 Penalty: 12719.488281
	Iteration 62Q: 3 clusters Score -7430142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -7430151.500000 Penalty: 12719.488281
	Iteration 63Q: 3 clusters Score -7430152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -7430155.000000 Penalty: 12719.488281
	Iteration 64Q: 3 clusters Score -7430155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -7430150.000000 Penalty: 12719.488281
	Iteration 65Q: 3 clusters Score -7430150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7430154.500000 Penalty: 12719.488281
	Iteration 66Q: 3 clusters Score -7430154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7430154.500000 Penalty: 12719.488281
	Iteration 67F: 3 clusters Score -7430154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Entering Unmasked Estep 
Score: -14890234.000000 Penalty: 6789.487305
	Iteration 0F: 2 clusters Score -1.489023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -14844908.000000 Penalty: 13578.974609
	Iteration 0F: 3 clusters Score -1.484491e+07 nChanged 28965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -14860040.000000 Penalty: 13578.974609
	Iteration 1F: 3 clusters Score -1.486004e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -14860953.000000 Penalty: 13578.974609
	Iteration 2Q: 3 clusters Score -1.486095e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -14861679.000000 Penalty: 13578.974609
	Iteration 3Q: 3 clusters Score -1.486168e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -14862456.000000 Penalty: 13578.974609
	Iteration 4Q: 3 clusters Score -1.486246e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -14863351.000000 Penalty: 13578.974609
	Iteration 5Q: 3 clusters Score -1.486335e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -14864351.000000 Penalty: 13578.974609
	Iteration 6Q: 3 clusters Score -1.486435e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -14865625.000000 Penalty: 13578.974609
	Iteration 7Q: 3 clusters Score -1.486562e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -14867651.000000 Penalty: 13578.974609
	Iteration 8F: 3 clusters Score -1.486765e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -14870030.000000 Penalty: 13578.974609
	Iteration 9F: 3 clusters Score -1.487003e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -14872863.000000 Penalty: 13578.974609
	Iteration 10F: 3 clusters Score -1.487286e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -14875733.000000 Penalty: 13578.974609
	Iteration 11F: 3 clusters Score -1.487573e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -14877986.000000 Penalty: 13578.974609
	Iteration 12Q: 3 clusters Score -1.487799e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -14879742.000000 Penalty: 13578.974609
	Iteration 13Q: 3 clusters Score -1.487974e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -14881115.000000 Penalty: 13578.974609
	Iteration 14Q: 3 clusters Score -1.488112e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -14882168.000000 Penalty: 13578.974609
	Iteration 15Q: 3 clusters Score -1.488217e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -14882860.000000 Penalty: 13578.974609
	Iteration 16Q: 3 clusters Score -1.488286e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -14883361.000000 Penalty: 13578.974609
	Iteration 17Q: 3 clusters Score -1.488336e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -14883677.000000 Penalty: 13578.974609
	Iteration 18Q: 3 clusters Score -1.488368e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -14883864.000000 Penalty: 13578.974609
	Iteration 19Q: 3 clusters Score -1.488386e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -14884029.000000 Penalty: 13578.974609
	Iteration 20F: 3 clusters Score -1.488403e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -14884119.000000 Penalty: 13578.974609
	Iteration 21Q: 3 clusters Score -1.488412e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -14884188.000000 Penalty: 13578.974609
	Iteration 22Q: 3 clusters Score -1.488419e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -14884255.000000 Penalty: 13578.974609
	Iteration 23Q: 3 clusters Score -1.488426e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -14884286.000000 Penalty: 13578.974609
	Iteration 24Q: 3 clusters Score -1.488429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -14884312.000000 Penalty: 13578.974609
	Iteration 25Q: 3 clusters Score -1.488431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -14884300.000000 Penalty: 13578.974609
	Iteration 26Q: 3 clusters Score -1.48843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -14884313.000000 Penalty: 13578.974609
	Iteration 27Q: 3 clusters Score -1.488431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -14884338.000000 Penalty: 13578.974609
	Iteration 28Q: 3 clusters Score -1.488434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -14884347.000000 Penalty: 13578.974609
	Iteration 29Q: 3 clusters Score -1.488435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -14884334.000000 Penalty: 13578.974609
	Iteration 30Q: 3 clusters Score -1.488433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -14884359.000000 Penalty: 13578.974609
	Iteration 31Q: 3 clusters Score -1.488436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -14884364.000000 Penalty: 13578.974609
	Iteration 32Q: 3 clusters Score -1.488436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -14884378.000000 Penalty: 13578.974609
	Iteration 33Q: 3 clusters Score -1.488438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -14884386.000000 Penalty: 13578.974609
	Iteration 34Q: 3 clusters Score -1.488439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -14884396.000000 Penalty: 13578.974609
	Iteration 35Q: 3 clusters Score -1.48844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -14884395.000000 Penalty: 13578.974609
	Iteration 36Q: 3 clusters Score -1.48844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -14884387.000000 Penalty: 13578.974609
	Iteration 37Q: 3 clusters Score -1.488439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -14884395.000000 Penalty: 13578.974609
	Iteration 38Q: 3 clusters Score -1.48844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -14884396.000000 Penalty: 13578.974609
	Iteration 39Q: 3 clusters Score -1.48844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -14884392.000000 Penalty: 13578.974609
	Iteration 40F: 3 clusters Score -1.488439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -14884399.000000 Penalty: 13578.974609
	Iteration 41Q: 3 clusters Score -1.48844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -14884407.000000 Penalty: 13578.974609
	Iteration 42Q: 3 clusters Score -1.488441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -14884396.000000 Penalty: 13578.974609
	Iteration 43Q: 3 clusters Score -1.48844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -14884393.000000 Penalty: 13578.974609
	Iteration 44Q: 3 clusters Score -1.488439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -14884403.000000 Penalty: 13578.974609
	Iteration 45Q: 3 clusters Score -1.48844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -14884403.000000 Penalty: 13578.974609
	Iteration 46F: 3 clusters Score -1.48844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Entering Unmasked Estep 
Score: -14160637.000000 Penalty: 6788.875977
	Iteration 0F: 2 clusters Score -1.416064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -14115267.000000 Penalty: 13577.751953
	Iteration 0F: 3 clusters Score -1.411527e+07 nChanged 29145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -14131301.000000 Penalty: 13577.751953
	Iteration 1F: 3 clusters Score -1.41313e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -14132729.000000 Penalty: 13577.751953
	Iteration 2F: 3 clusters Score -1.413273e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -14134397.000000 Penalty: 13577.751953
	Iteration 3F: 3 clusters Score -1.41344e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -14136437.000000 Penalty: 13577.751953
	Iteration 4F: 3 clusters Score -1.413644e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -14138837.000000 Penalty: 13577.751953
	Iteration 5F: 3 clusters Score -1.413884e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -14141601.000000 Penalty: 13577.751953
	Iteration 6F: 3 clusters Score -1.41416e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -14144128.000000 Penalty: 13577.751953
	Iteration 7F: 3 clusters Score -1.414413e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -14146083.000000 Penalty: 13577.751953
	Iteration 8F: 3 clusters Score -1.414608e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -14147615.000000 Penalty: 13577.751953
	Iteration 9Q: 3 clusters Score -1.414762e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -14148634.000000 Penalty: 13577.751953
	Iteration 10Q: 3 clusters Score -1.414863e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -14149347.000000 Penalty: 13577.751953
	Iteration 11Q: 3 clusters Score -1.414935e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -14149813.000000 Penalty: 13577.751953
	Iteration 12Q: 3 clusters Score -1.414981e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -14150122.000000 Penalty: 13577.751953
	Iteration 13Q: 3 clusters Score -1.415012e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -14150412.000000 Penalty: 13577.751953
	Iteration 14Q: 3 clusters Score -1.415041e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -14150667.000000 Penalty: 13577.751953
	Iteration 15Q: 3 clusters Score -1.415067e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -14150811.000000 Penalty: 13577.751953
	Iteration 16Q: 3 clusters Score -1.415081e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -14150904.000000 Penalty: 13577.751953
	Iteration 17Q: 3 clusters Score -1.41509e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -14150979.000000 Penalty: 13577.751953
	Iteration 18Q: 3 clusters Score -1.415098e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -14151018.000000 Penalty: 13577.751953
	Iteration 19Q: 3 clusters Score -1.415102e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -14151045.000000 Penalty: 13577.751953
	Iteration 20F: 3 clusters Score -1.415104e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -14151052.000000 Penalty: 13577.751953
	Iteration 21Q: 3 clusters Score -1.415105e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -14151047.000000 Penalty: 13577.751953
	Iteration 22Q: 3 clusters Score -1.415105e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -14151099.000000 Penalty: 13577.751953
	Iteration 23Q: 3 clusters Score -1.41511e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -14151133.000000 Penalty: 13577.751953
	Iteration 24Q: 3 clusters Score -1.415113e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -14151153.000000 Penalty: 13577.751953
	Iteration 25Q: 3 clusters Score -1.415115e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -14151255.000000 Penalty: 13577.751953
	Iteration 26Q: 3 clusters Score -1.415126e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -14151345.000000 Penalty: 13577.751953
	Iteration 27Q: 3 clusters Score -1.415134e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -14151368.000000 Penalty: 13577.751953
	Iteration 28Q: 3 clusters Score -1.415137e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -14151385.000000 Penalty: 13577.751953
	Iteration 29Q: 3 clusters Score -1.415138e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -14151437.000000 Penalty: 13577.751953
	Iteration 30Q: 3 clusters Score -1.415144e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -14151529.000000 Penalty: 13577.751953
	Iteration 31Q: 3 clusters Score -1.415153e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -14151561.000000 Penalty: 13577.751953
	Iteration 32Q: 3 clusters Score -1.415156e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -14151569.000000 Penalty: 13577.751953
	Iteration 33Q: 3 clusters Score -1.415157e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -14151687.000000 Penalty: 13577.751953
	Iteration 34Q: 3 clusters Score -1.415169e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -14151746.000000 Penalty: 13577.751953
	Iteration 35Q: 3 clusters Score -1.415175e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -14151836.000000 Penalty: 13577.751953
	Iteration 36Q: 3 clusters Score -1.415184e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -14151868.000000 Penalty: 13577.751953
	Iteration 37Q: 3 clusters Score -1.415187e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -14151922.000000 Penalty: 13577.751953
	Iteration 38Q: 3 clusters Score -1.415192e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -14152021.000000 Penalty: 13577.751953
	Iteration 39Q: 3 clusters Score -1.415202e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -14152090.000000 Penalty: 13577.751953
	Iteration 40F: 3 clusters Score -1.415209e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -14152249.000000 Penalty: 13577.751953
	Iteration 41Q: 3 clusters Score -1.415225e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -14152398.000000 Penalty: 13577.751953
	Iteration 42Q: 3 clusters Score -1.41524e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -14152462.000000 Penalty: 13577.751953
	Iteration 43Q: 3 clusters Score -1.415246e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -14152608.000000 Penalty: 13577.751953
	Iteration 44Q: 3 clusters Score -1.415261e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -14152646.000000 Penalty: 13577.751953
	Iteration 45Q: 3 clusters Score -1.415265e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -14152779.000000 Penalty: 13577.751953
	Iteration 46Q: 3 clusters Score -1.415278e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -14152870.000000 Penalty: 13577.751953
	Iteration 47Q: 3 clusters Score -1.415287e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -14152930.000000 Penalty: 13577.751953
	Iteration 48Q: 3 clusters Score -1.415293e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -14153010.000000 Penalty: 13577.751953
	Iteration 49Q: 3 clusters Score -1.415301e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -14153108.000000 Penalty: 13577.751953
	Iteration 50Q: 3 clusters Score -1.415311e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -14153248.000000 Penalty: 13577.751953
	Iteration 51Q: 3 clusters Score -1.415325e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -14153355.000000 Penalty: 13577.751953
	Iteration 52Q: 3 clusters Score -1.415336e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -14153458.000000 Penalty: 13577.751953
	Iteration 53Q: 3 clusters Score -1.415346e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -14153583.000000 Penalty: 13577.751953
	Iteration 54Q: 3 clusters Score -1.415358e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -14153726.000000 Penalty: 13577.751953
	Iteration 55Q: 3 clusters Score -1.415373e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -14153848.000000 Penalty: 13577.751953
	Iteration 56Q: 3 clusters Score -1.415385e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -14153957.000000 Penalty: 13577.751953
	Iteration 57Q: 3 clusters Score -1.415396e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -14154119.000000 Penalty: 13577.751953
	Iteration 58Q: 3 clusters Score -1.415412e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -14154244.000000 Penalty: 13577.751953
	Iteration 59Q: 3 clusters Score -1.415424e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -14154358.000000 Penalty: 13577.751953
	Iteration 60F: 3 clusters Score -1.415436e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -14154564.000000 Penalty: 13577.751953
	Iteration 61Q: 3 clusters Score -1.415456e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -14154642.000000 Penalty: 13577.751953
	Iteration 62Q: 3 clusters Score -1.415464e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -14154763.000000 Penalty: 13577.751953
	Iteration 63Q: 3 clusters Score -1.415476e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -14154918.000000 Penalty: 13577.751953
	Iteration 64Q: 3 clusters Score -1.415492e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -14155021.000000 Penalty: 13577.751953
	Iteration 65Q: 3 clusters Score -1.415502e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -14155154.000000 Penalty: 13577.751953
	Iteration 66Q: 3 clusters Score -1.415515e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -14155289.000000 Penalty: 13577.751953
	Iteration 67Q: 3 clusters Score -1.415529e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -14155457.000000 Penalty: 13577.751953
	Iteration 68Q: 3 clusters Score -1.415546e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -14155585.000000 Penalty: 13577.751953
	Iteration 69Q: 3 clusters Score -1.415558e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -14155675.000000 Penalty: 13577.751953
	Iteration 70Q: 3 clusters Score -1.415568e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -14155773.000000 Penalty: 13577.751953
	Iteration 71Q: 3 clusters Score -1.415577e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -14155872.000000 Penalty: 13577.751953
	Iteration 72Q: 3 clusters Score -1.415587e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -14155963.000000 Penalty: 13577.751953
	Iteration 73Q: 3 clusters Score -1.415596e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -14156073.000000 Penalty: 13577.751953
	Iteration 74Q: 3 clusters Score -1.415607e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -14156126.000000 Penalty: 13577.751953
	Iteration 75Q: 3 clusters Score -1.415613e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -14156201.000000 Penalty: 13577.751953
	Iteration 76Q: 3 clusters Score -1.41562e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -14156263.000000 Penalty: 13577.751953
	Iteration 77Q: 3 clusters Score -1.415626e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -14156355.000000 Penalty: 13577.751953
	Iteration 78Q: 3 clusters Score -1.415636e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -14156370.000000 Penalty: 13577.751953
	Iteration 79Q: 3 clusters Score -1.415637e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -14156428.000000 Penalty: 13577.751953
	Iteration 80F: 3 clusters Score -1.415643e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -14156480.000000 Penalty: 13577.751953
	Iteration 81Q: 3 clusters Score -1.415648e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -14156553.000000 Penalty: 13577.751953
	Iteration 82Q: 3 clusters Score -1.415655e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -14156572.000000 Penalty: 13577.751953
	Iteration 83Q: 3 clusters Score -1.415657e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -14156565.000000 Penalty: 13577.751953
	Iteration 84Q: 3 clusters Score -1.415656e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -14156587.000000 Penalty: 13577.751953
	Iteration 85Q: 3 clusters Score -1.415659e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -14156631.000000 Penalty: 13577.751953
	Iteration 86Q: 3 clusters Score -1.415663e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -14156687.000000 Penalty: 13577.751953
	Iteration 87Q: 3 clusters Score -1.415669e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -14156683.000000 Penalty: 13577.751953
	Iteration 88Q: 3 clusters Score -1.415668e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -14156682.000000 Penalty: 13577.751953
	Iteration 89Q: 3 clusters Score -1.415668e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -14156723.000000 Penalty: 13577.751953
	Iteration 90Q: 3 clusters Score -1.415672e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -14156730.000000 Penalty: 13577.751953
	Iteration 91Q: 3 clusters Score -1.415673e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -14156738.000000 Penalty: 13577.751953
	Iteration 92Q: 3 clusters Score -1.415674e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -14156768.000000 Penalty: 13577.751953
	Iteration 93Q: 3 clusters Score -1.415677e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -14156796.000000 Penalty: 13577.751953
	Iteration 94Q: 3 clusters Score -1.41568e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -14156811.000000 Penalty: 13577.751953
	Iteration 95Q: 3 clusters Score -1.415681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -14156826.000000 Penalty: 13577.751953
	Iteration 96Q: 3 clusters Score -1.415683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -14156856.000000 Penalty: 13577.751953
	Iteration 97Q: 3 clusters Score -1.415686e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -14156876.000000 Penalty: 13577.751953
	Iteration 98Q: 3 clusters Score -1.415688e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -14156896.000000 Penalty: 13577.751953
	Iteration 99Q: 3 clusters Score -1.41569e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -14156885.000000 Penalty: 13577.751953
	Iteration 100F: 3 clusters Score -1.415688e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -14156914.000000 Penalty: 13577.751953
	Iteration 101Q: 3 clusters Score -1.415691e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -14156892.000000 Penalty: 13577.751953
	Iteration 102Q: 3 clusters Score -1.415689e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -14156897.000000 Penalty: 13577.751953
	Iteration 103Q: 3 clusters Score -1.41569e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -14156917.000000 Penalty: 13577.751953
	Iteration 104Q: 3 clusters Score -1.415692e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -14156941.000000 Penalty: 13577.751953
	Iteration 105Q: 3 clusters Score -1.415694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -14156975.000000 Penalty: 13577.751953
	Iteration 106Q: 3 clusters Score -1.415698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -14156964.000000 Penalty: 13577.751953
	Iteration 107Q: 3 clusters Score -1.415696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -14156988.000000 Penalty: 13577.751953
	Iteration 108Q: 3 clusters Score -1.415699e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -14156951.000000 Penalty: 13577.751953
	Iteration 109Q: 3 clusters Score -1.415695e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -14156957.000000 Penalty: 13577.751953
	Iteration 110Q: 3 clusters Score -1.415696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -14156975.000000 Penalty: 13577.751953
	Iteration 111Q: 3 clusters Score -1.415698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -14156962.000000 Penalty: 13577.751953
	Iteration 112Q: 3 clusters Score -1.415696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -14156959.000000 Penalty: 13577.751953
	Iteration 113Q: 3 clusters Score -1.415696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -14156973.000000 Penalty: 13577.751953
	Iteration 114Q: 3 clusters Score -1.415697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -14156984.000000 Penalty: 13577.751953
	Iteration 115Q: 3 clusters Score -1.415698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -14156987.000000 Penalty: 13577.751953
	Iteration 116Q: 3 clusters Score -1.415699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -14156993.000000 Penalty: 13577.751953
	Iteration 117Q: 3 clusters Score -1.415699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -14157003.000000 Penalty: 13577.751953
	Iteration 118Q: 3 clusters Score -1.4157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -14156998.000000 Penalty: 13577.751953
	Iteration 119Q: 3 clusters Score -1.4157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -14156989.000000 Penalty: 13577.751953
	Iteration 120F: 3 clusters Score -1.415699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -14156997.000000 Penalty: 13577.751953
	Iteration 121Q: 3 clusters Score -1.4157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -14157000.000000 Penalty: 13577.751953
	Iteration 122Q: 3 clusters Score -1.4157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -14157000.000000 Penalty: 13577.751953
	Iteration 123F: 3 clusters Score -1.4157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Entering Unmasked Estep 
Score: -2031269.125000 Penalty: 5593.184570
	Iteration 0F: 2 clusters Score -2031269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2021544.875000 Penalty: 11186.369141
	Iteration 0F: 3 clusters Score -2021545 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2023485.750000 Penalty: 11186.369141
	Iteration 1F: 3 clusters Score -2023486 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2023981.750000 Penalty: 11186.369141
	Iteration 2F: 3 clusters Score -2023982 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2024268.750000 Penalty: 11186.369141
	Iteration 3Q: 3 clusters Score -2024269 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2024532.250000 Penalty: 11186.369141
	Iteration 4Q: 3 clusters Score -2024532 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2024815.625000 Penalty: 11186.369141
	Iteration 5Q: 3 clusters Score -2024816 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2025097.625000 Penalty: 11186.369141
	Iteration 6Q: 3 clusters Score -2025098 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2025386.375000 Penalty: 11186.369141
	Iteration 7Q: 3 clusters Score -2025386 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2025724.500000 Penalty: 11186.369141
	Iteration 8Q: 3 clusters Score -2025724 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2026003.000000 Penalty: 11186.369141
	Iteration 9Q: 3 clusters Score -2026003 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2026246.000000 Penalty: 11186.369141
	Iteration 10Q: 3 clusters Score -2026246 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2026461.750000 Penalty: 11186.369141
	Iteration 11Q: 3 clusters Score -2026462 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2026654.750000 Penalty: 11186.369141
	Iteration 12Q: 3 clusters Score -2026655 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2026812.875000 Penalty: 11186.369141
	Iteration 13Q: 3 clusters Score -2026813 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2026960.250000 Penalty: 11186.369141
	Iteration 14Q: 3 clusters Score -2026960 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2027078.250000 Penalty: 11186.369141
	Iteration 15Q: 3 clusters Score -2027078 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2027166.125000 Penalty: 11186.369141
	Iteration 16Q: 3 clusters Score -2027166 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2027235.250000 Penalty: 11186.369141
	Iteration 17Q: 3 clusters Score -2027235 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2027290.250000 Penalty: 11186.369141
	Iteration 18Q: 3 clusters Score -2027290 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2027326.750000 Penalty: 11186.369141
	Iteration 19Q: 3 clusters Score -2027327 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2027365.250000 Penalty: 11186.369141
	Iteration 20F: 3 clusters Score -2027365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2027388.375000 Penalty: 11186.369141
	Iteration 21Q: 3 clusters Score -2027388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2027413.500000 Penalty: 11186.369141
	Iteration 22Q: 3 clusters Score -2027414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2027433.000000 Penalty: 11186.369141
	Iteration 23Q: 3 clusters Score -2027433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2027447.125000 Penalty: 11186.369141
	Iteration 24Q: 3 clusters Score -2027447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2027464.000000 Penalty: 11186.369141
	Iteration 25Q: 3 clusters Score -2027464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2027470.375000 Penalty: 11186.369141
	Iteration 26Q: 3 clusters Score -2027470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2027479.875000 Penalty: 11186.369141
	Iteration 27Q: 3 clusters Score -2027480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2027481.375000 Penalty: 11186.369141
	Iteration 28Q: 3 clusters Score -2027481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2027485.250000 Penalty: 11186.369141
	Iteration 29Q: 3 clusters Score -2027485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2027489.000000 Penalty: 11186.369141
	Iteration 30Q: 3 clusters Score -2027489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2027498.500000 Penalty: 11186.369141
	Iteration 31Q: 3 clusters Score -2027498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2027498.750000 Penalty: 11186.369141
	Iteration 32Q: 3 clusters Score -2027499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2027501.125000 Penalty: 11186.369141
	Iteration 33Q: 3 clusters Score -2027501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2027500.000000 Penalty: 11186.369141
	Iteration 34Q: 3 clusters Score -2027500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2027497.250000 Penalty: 11186.369141
	Iteration 35Q: 3 clusters Score -2027497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2027498.875000 Penalty: 11186.369141
	Iteration 36Q: 3 clusters Score -2027499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2027502.625000 Penalty: 11186.369141
	Iteration 37Q: 3 clusters Score -2027503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2027502.250000 Penalty: 11186.369141
	Iteration 38Q: 3 clusters Score -2027502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2027502.875000 Penalty: 11186.369141
	Iteration 39Q: 3 clusters Score -2027503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2027503.000000 Penalty: 11186.369141
	Iteration 40F: 3 clusters Score -2027503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2027507.000000 Penalty: 11186.369141
	Iteration 41Q: 3 clusters Score -2027507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2027510.375000 Penalty: 11186.369141
	Iteration 42Q: 3 clusters Score -2027510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2027512.625000 Penalty: 11186.369141
	Iteration 43Q: 3 clusters Score -2027513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2027514.000000 Penalty: 11186.369141
	Iteration 44Q: 3 clusters Score -2027514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2027518.250000 Penalty: 11186.369141
	Iteration 45Q: 3 clusters Score -2027518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2027521.000000 Penalty: 11186.369141
	Iteration 46Q: 3 clusters Score -2027521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2027526.125000 Penalty: 11186.369141
	Iteration 47Q: 3 clusters Score -2027526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2027527.250000 Penalty: 11186.369141
	Iteration 48Q: 3 clusters Score -2027527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2027527.375000 Penalty: 11186.369141
	Iteration 49Q: 3 clusters Score -2027527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2027533.375000 Penalty: 11186.369141
	Iteration 50Q: 3 clusters Score -2027533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2027536.750000 Penalty: 11186.369141
	Iteration 51Q: 3 clusters Score -2027537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2027534.250000 Penalty: 11186.369141
	Iteration 52Q: 3 clusters Score -2027534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2027538.750000 Penalty: 11186.369141
	Iteration 53Q: 3 clusters Score -2027539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2027538.875000 Penalty: 11186.369141
	Iteration 54Q: 3 clusters Score -2027539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2027542.000000 Penalty: 11186.369141
	Iteration 55Q: 3 clusters Score -2027542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2027544.500000 Penalty: 11186.369141
	Iteration 56Q: 3 clusters Score -2027544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2027539.625000 Penalty: 11186.369141
	Iteration 57Q: 3 clusters Score -2027540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2027547.375000 Penalty: 11186.369141
	Iteration 58Q: 3 clusters Score -2027547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2027544.375000 Penalty: 11186.369141
	Iteration 59Q: 3 clusters Score -2027544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2027549.375000 Penalty: 11186.369141
	Iteration 60F: 3 clusters Score -2027549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2027549.250000 Penalty: 11186.369141
	Iteration 61Q: 3 clusters Score -2027549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2027548.375000 Penalty: 11186.369141
	Iteration 62Q: 3 clusters Score -2027548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2027551.875000 Penalty: 11186.369141
	Iteration 63Q: 3 clusters Score -2027552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2027549.125000 Penalty: 11186.369141
	Iteration 64Q: 3 clusters Score -2027549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2027552.625000 Penalty: 11186.369141
	Iteration 65Q: 3 clusters Score -2027553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2027554.000000 Penalty: 11186.369141
	Iteration 66Q: 3 clusters Score -2027554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2027552.125000 Penalty: 11186.369141
	Iteration 67Q: 3 clusters Score -2027552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2027555.625000 Penalty: 11186.369141
	Iteration 68Q: 3 clusters Score -2027556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2027557.625000 Penalty: 11186.369141
	Iteration 69Q: 3 clusters Score -2027558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2027560.625000 Penalty: 11186.369141
	Iteration 70Q: 3 clusters Score -2027561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2027560.625000 Penalty: 11186.369141
	Iteration 71Q: 3 clusters Score -2027561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2027561.250000 Penalty: 11186.369141
	Iteration 72Q: 3 clusters Score -2027561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2027561.000000 Penalty: 11186.369141
	Iteration 73Q: 3 clusters Score -2027561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2027559.625000 Penalty: 11186.369141
	Iteration 74Q: 3 clusters Score -2027560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2027559.625000 Penalty: 11186.369141
	Iteration 75F: 3 clusters Score -2027560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Entering Unmasked Estep 
Score: -5203304.500000 Penalty: 6160.793457
	Iteration 0F: 2 clusters Score -5203304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -5184667.500000 Penalty: 12321.586914
	Iteration 0F: 3 clusters Score -5184668 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -5189799.000000 Penalty: 12321.586914
	Iteration 1F: 3 clusters Score -5189799 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -5190506.000000 Penalty: 12321.586914
	Iteration 2F: 3 clusters Score -5190506 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -5191063.000000 Penalty: 12321.586914
	Iteration 3Q: 3 clusters Score -5191063 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -5191568.000000 Penalty: 12321.586914
	Iteration 4Q: 3 clusters Score -5191568 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -5192008.000000 Penalty: 12321.586914
	Iteration 5Q: 3 clusters Score -5192008 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -5192432.500000 Penalty: 12321.586914
	Iteration 6Q: 3 clusters Score -5192432 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -5192881.500000 Penalty: 12321.586914
	Iteration 7Q: 3 clusters Score -5192882 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -5193342.500000 Penalty: 12321.586914
	Iteration 8Q: 3 clusters Score -5193342 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -5193708.000000 Penalty: 12321.586914
	Iteration 9Q: 3 clusters Score -5193708 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -5194109.000000 Penalty: 12321.586914
	Iteration 10Q: 3 clusters Score -5194109 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -5194406.500000 Penalty: 12321.586914
	Iteration 11Q: 3 clusters Score -5194406 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -5194696.500000 Penalty: 12321.586914
	Iteration 12Q: 3 clusters Score -5194696 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -5194948.500000 Penalty: 12321.586914
	Iteration 13Q: 3 clusters Score -5194948 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -5195142.500000 Penalty: 12321.586914
	Iteration 14Q: 3 clusters Score -5195142 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -5195344.000000 Penalty: 12321.586914
	Iteration 15Q: 3 clusters Score -5195344 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -5195485.000000 Penalty: 12321.586914
	Iteration 16Q: 3 clusters Score -5195485 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -5195600.500000 Penalty: 12321.586914
	Iteration 17Q: 3 clusters Score -5195600 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -5195708.000000 Penalty: 12321.586914
	Iteration 18Q: 3 clusters Score -5195708 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -5195807.000000 Penalty: 12321.586914
	Iteration 19Q: 3 clusters Score -5195807 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5195882 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -5195941.500000 Penalty: 12321.586914
	Iteration 21Q: 3 clusters Score -5195942 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -5196030.000000 Penalty: 12321.586914
	Iteration 22Q: 3 clusters Score -5196030 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -5196109.500000 Penalty: 12321.586914
	Iteration 23Q: 3 clusters Score -5196110 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -5196207.000000 Penalty: 12321.586914
	Iteration 24Q: 3 clusters Score -5196207 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -5196291.000000 Penalty: 12321.586914
	Iteration 25Q: 3 clusters Score -5196291 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -5196360.000000 Penalty: 12321.586914
	Iteration 26Q: 3 clusters Score -5196360 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -5196433.000000 Penalty: 12321.586914
	Iteration 27Q: 3 clusters Score -5196433 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -5196506.000000 Penalty: 12321.586914
	Iteration 28Q: 3 clusters Score -5196506 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5196592 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -5196649.000000 Penalty: 12321.586914
	Iteration 30Q: 3 clusters Score -5196649 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -5196720.000000 Penalty: 12321.586914
	Iteration 31Q: 3 clusters Score -5196720 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5196797 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5196904.500000 Penalty: 12321.586914
	Iteration 33Q: 3 clusters Score -5196904 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5196983 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -5197054.500000 Penalty: 12321.586914
	Iteration 35Q: 3 clusters Score -5197054 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -5197128.000000 Penalty: 12321.586914
	Iteration 36Q: 3 clusters Score -5197128 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -5197218.500000 Penalty: 12321.586914
	Iteration 37Q: 3 clusters Score -5197218 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -5197262.000000 Penalty: 12321.586914
	Iteration 38Q: 3 clusters Score -5197262 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -5197333.000000 Penalty: 12321.586914
	Iteration 39Q: 3 clusters Score -5197333 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -5197398.000000 Penalty: 12321.586914
	Iteration 40F: 3 clusters Score -5197398 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -5197436.500000 Penalty: 12321.586914
	Iteration 41Q: 3 clusters Score -5197436 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -5197505.000000 Penalty: 12321.586914
	Iteration 42Q: 3 clusters Score -5197505 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -5197556.500000 Penalty: 12321.586914
	Iteration 43Q: 3 clusters Score -5197556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5197576 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5197635.000000 Penalty: 12321.586914
	Iteration 45Q: 3 clusters Score -5197635 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5197652.500000 Penalty: 12321.586914
	Iteration 46Q: 3 clusters Score -5197652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5197692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5197729 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -5197769.500000 Penalty: 12321.586914
	Iteration 49Q: 3 clusters Score -5197770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5197786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5197807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5197831.500000 Penalty: 12321.586914
	Iteration 52Q: 3 clusters Score -5197832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -5197840.000000 Penalty: 12321.586914
	Iteration 53Q: 3 clusters Score -5197840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5197865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -5197884.000000 Penalty: 12321.586914
	Iteration 55Q: 3 clusters Score -5197884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5197899.500000 Penalty: 12321.586914
	Iteration 56Q: 3 clusters Score -5197900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -5197929.000000 Penalty: 12321.586914
	Iteration 57Q: 3 clusters Score -5197929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5197954.500000 Penalty: 12321.586914
	Iteration 58Q: 3 clusters Score -5197954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -5197982.500000 Penalty: 12321.586914
	Iteration 59Q: 3 clusters Score -5197982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5197995.000000 Penalty: 12321.586914
	Iteration 60F: 3 clusters Score -5197995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5198000.500000 Penalty: 12321.586914
	Iteration 61Q: 3 clusters Score -5198000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5198016.500000 Penalty: 12321.586914
	Iteration 62Q: 3 clusters Score -5198016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5198040.000000 Penalty: 12321.586914
	Iteration 63Q: 3 clusters Score -5198040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5198067.500000 Penalty: 12321.586914
	Iteration 64Q: 3 clusters Score -5198068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5198082.000000 Penalty: 12321.586914
	Iteration 65Q: 3 clusters Score -5198082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5198097.000000 Penalty: 12321.586914
	Iteration 66Q: 3 clusters Score -5198097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5198101.000000 Penalty: 12321.586914
	Iteration 67Q: 3 clusters Score -5198101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5198114.500000 Penalty: 12321.586914
	Iteration 68Q: 3 clusters Score -5198114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5198129.500000 Penalty: 12321.586914
	Iteration 69Q: 3 clusters Score -5198130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5198153.500000 Penalty: 12321.586914
	Iteration 70Q: 3 clusters Score -5198154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5198186.500000 Penalty: 12321.586914
	Iteration 71Q: 3 clusters Score -5198186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5198227.500000 Penalty: 12321.586914
	Iteration 72Q: 3 clusters Score -5198228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -5198238.500000 Penalty: 12321.586914
	Iteration 73Q: 3 clusters Score -5198238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5198257.500000 Penalty: 12321.586914
	Iteration 74Q: 3 clusters Score -5198258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5198277.500000 Penalty: 12321.586914
	Iteration 75Q: 3 clusters Score -5198278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5198307.500000 Penalty: 12321.586914
	Iteration 76Q: 3 clusters Score -5198308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5198341.500000 Penalty: 12321.586914
	Iteration 77Q: 3 clusters Score -5198342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5198364.500000 Penalty: 12321.586914
	Iteration 78Q: 3 clusters Score -5198364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5198408.000000 Penalty: 12321.586914
	Iteration 79Q: 3 clusters Score -5198408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5198411.000000 Penalty: 12321.586914
	Iteration 80F: 3 clusters Score -5198411 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5198426.000000 Penalty: 12321.586914
	Iteration 81Q: 3 clusters Score -5198426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5198452.500000 Penalty: 12321.586914
	Iteration 82Q: 3 clusters Score -5198452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5198460.000000 Penalty: 12321.586914
	Iteration 83Q: 3 clusters Score -5198460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5198484.000000 Penalty: 12321.586914
	Iteration 84Q: 3 clusters Score -5198484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5198509.500000 Penalty: 12321.586914
	Iteration 85Q: 3 clusters Score -5198510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5198537.000000 Penalty: 12321.586914
	Iteration 86Q: 3 clusters Score -5198537 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5198555.000000 Penalty: 12321.586914
	Iteration 87Q: 3 clusters Score -5198555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5198569.500000 Penalty: 12321.586914
	Iteration 88Q: 3 clusters Score -5198570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5198582.500000 Penalty: 12321.586914
	Iteration 89Q: 3 clusters Score -5198582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5198604.500000 Penalty: 12321.586914
	Iteration 90Q: 3 clusters Score -5198604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5198611.000000 Penalty: 12321.586914
	Iteration 91Q: 3 clusters Score -5198611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5198622.500000 Penalty: 12321.586914
	Iteration 92Q: 3 clusters Score -5198622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5198641.500000 Penalty: 12321.586914
	Iteration 93Q: 3 clusters Score -5198642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5198669.000000 Penalty: 12321.586914
	Iteration 94Q: 3 clusters Score -5198669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5198683.500000 Penalty: 12321.586914
	Iteration 95Q: 3 clusters Score -5198684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5198699.500000 Penalty: 12321.586914
	Iteration 96Q: 3 clusters Score -5198700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5198704.500000 Penalty: 12321.586914
	Iteration 97Q: 3 clusters Score -5198704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5198704.500000 Penalty: 12321.586914
	Iteration 98Q: 3 clusters Score -5198704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5198707.500000 Penalty: 12321.586914
	Iteration 99Q: 3 clusters Score -5198708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5198717.000000 Penalty: 12321.586914
	Iteration 100F: 3 clusters Score -5198717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5198725.000000 Penalty: 12321.586914
	Iteration 101Q: 3 clusters Score -5198725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5198724.500000 Penalty: 12321.586914
	Iteration 102Q: 3 clusters Score -5198724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5198734.000000 Penalty: 12321.586914
	Iteration 103Q: 3 clusters Score -5198734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5198744.500000 Penalty: 12321.586914
	Iteration 104Q: 3 clusters Score -5198744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5198754.500000 Penalty: 12321.586914
	Iteration 105Q: 3 clusters Score -5198754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5198750.500000 Penalty: 12321.586914
	Iteration 106Q: 3 clusters Score -5198750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5198753.500000 Penalty: 12321.586914
	Iteration 107Q: 3 clusters Score -5198754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5198764.000000 Penalty: 12321.586914
	Iteration 108Q: 3 clusters Score -5198764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5198769.500000 Penalty: 12321.586914
	Iteration 109Q: 3 clusters Score -5198770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5198758.000000 Penalty: 12321.586914
	Iteration 110Q: 3 clusters Score -5198758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5198759.000000 Penalty: 12321.586914
	Iteration 111Q: 3 clusters Score -5198759 nChanged 4
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Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5198755.500000 Penalty: 12321.586914
	Iteration 112Q: 3 clusters Score -5198756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5198759.000000 Penalty: 12321.586914
	Iteration 113Q: 3 clusters Score -5198759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5198759.500000 Penalty: 12321.586914
	Iteration 114Q: 3 clusters Score -5198760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5198762.500000 Penalty: 12321.586914
	Iteration 115Q: 3 clusters Score -5198762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5198768.000000 Penalty: 12321.586914
	Iteration 116Q: 3 clusters Score -5198768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5198767.500000 Penalty: 12321.586914
	Iteration 117Q: 3 clusters Score -5198768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5198767.500000 Penalty: 12321.586914
	Iteration 118F: 3 clusters Score -5198768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Entering Unmasked Estep 
Score: -3782590.500000 Penalty: 5974.041016
	Iteration 0F: 2 clusters Score -3782590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3767882.250000 Penalty: 11948.082031
	Iteration 0F: 3 clusters Score -3767882 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3771657.000000 Penalty: 11948.082031
	Iteration 1F: 3 clusters Score -3771657 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -3772213.250000 Penalty: 11948.082031
	Iteration 2F: 3 clusters Score -3772213 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3772558.000000 Penalty: 11948.082031
	Iteration 3Q: 3 clusters Score -3772558 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3772820.000000 Penalty: 11948.082031
	Iteration 4Q: 3 clusters Score -3772820 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3773027.750000 Penalty: 11948.082031
	Iteration 5Q: 3 clusters Score -3773028 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3773206.750000 Penalty: 11948.082031
	Iteration 6Q: 3 clusters Score -3773207 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3773350.250000 Penalty: 11948.082031
	Iteration 7Q: 3 clusters Score -3773350 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3773505.750000 Penalty: 11948.082031
	Iteration 8Q: 3 clusters Score -3773506 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3773669.500000 Penalty: 11948.082031
	Iteration 9Q: 3 clusters Score -3773670 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3773829.000000 Penalty: 11948.082031
	Iteration 10Q: 3 clusters Score -3773829 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3773983.000000 Penalty: 11948.082031
	Iteration 11Q: 3 clusters Score -3773983 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3774160.250000 Penalty: 11948.082031
	Iteration 12Q: 3 clusters Score -3774160 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3774351.750000 Penalty: 11948.082031
	Iteration 13Q: 3 clusters Score -3774352 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3774570.250000 Penalty: 11948.082031
	Iteration 14Q: 3 clusters Score -3774570 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3774838.500000 Penalty: 11948.082031
	Iteration 15Q: 3 clusters Score -3774838 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3775170.750000 Penalty: 11948.082031
	Iteration 16Q: 3 clusters Score -3775171 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3775546.750000 Penalty: 11948.082031
	Iteration 17Q: 3 clusters Score -3775547 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3775993.750000 Penalty: 11948.082031
	Iteration 18Q: 3 clusters Score -3775994 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -3776523.750000 Penalty: 11948.082031
	Iteration 19Q: 3 clusters Score -3776524 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -3777093.000000 Penalty: 11948.082031
	Iteration 20F: 3 clusters Score -3777093 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3777582.250000 Penalty: 11948.082031
	Iteration 21Q: 3 clusters Score -3777582 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3777950.250000 Penalty: 11948.082031
	Iteration 22Q: 3 clusters Score -3777950 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3778188.750000 Penalty: 11948.082031
	Iteration 23Q: 3 clusters Score -3778189 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3778339.000000 Penalty: 11948.082031
	Iteration 24Q: 3 clusters Score -3778339 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3778451.750000 Penalty: 11948.082031
	Iteration 25Q: 3 clusters Score -3778452 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -3778531.750000 Penalty: 11948.082031
	Iteration 26Q: 3 clusters Score -3778532 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -3778601.750000 Penalty: 11948.082031
	Iteration 27Q: 3 clusters Score -3778602 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3778652.000000 Penalty: 11948.082031
	Iteration 28Q: 3 clusters Score -3778652 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3778688.500000 Penalty: 11948.082031
	Iteration 29Q: 3 clusters Score -3778688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3778714.750000 Penalty: 11948.082031
	Iteration 30Q: 3 clusters Score -3778715 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3778735.000000 Penalty: 11948.082031
	Iteration 31Q: 3 clusters Score -3778735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3778752.250000 Penalty: 11948.082031
	Iteration 32Q: 3 clusters Score -3778752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3778763.000000 Penalty: 11948.082031
	Iteration 33Q: 3 clusters Score -3778763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3778792.000000 Penalty: 11948.082031
	Iteration 34Q: 3 clusters Score -3778792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3778800.750000 Penalty: 11948.082031
	Iteration 35Q: 3 clusters Score -3778801 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3778820.500000 Penalty: 11948.082031
	Iteration 36Q: 3 clusters Score -3778820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3778829.750000 Penalty: 11948.082031
	Iteration 37Q: 3 clusters Score -3778830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3778836.250000 Penalty: 11948.082031
	Iteration 38Q: 3 clusters Score -3778836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3778848.500000 Penalty: 11948.082031
	Iteration 39Q: 3 clusters Score -3778848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3778860.750000 Penalty: 11948.082031
	Iteration 40F: 3 clusters Score -3778861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3778883.250000 Penalty: 11948.082031
	Iteration 41Q: 3 clusters Score -3778883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3778885.750000 Penalty: 11948.082031
	Iteration 42Q: 3 clusters Score -3778886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3778890.500000 Penalty: 11948.082031
	Iteration 43Q: 3 clusters Score -3778890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3778914.500000 Penalty: 11948.082031
	Iteration 44Q: 3 clusters Score -3778914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -3778944.750000 Penalty: 11948.082031
	Iteration 45Q: 3 clusters Score -3778945 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3778987.250000 Penalty: 11948.082031
	Iteration 46Q: 3 clusters Score -3778987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -3779017.250000 Penalty: 11948.082031
	Iteration 47Q: 3 clusters Score -3779017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3779058.000000 Penalty: 11948.082031
	Iteration 48Q: 3 clusters Score -3779058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -3779072.250000 Penalty: 11948.082031
	Iteration 49Q: 3 clusters Score -3779072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3779105.500000 Penalty: 11948.082031
	Iteration 50Q: 3 clusters Score -3779106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3779109.750000 Penalty: 11948.082031
	Iteration 51Q: 3 clusters Score -3779110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3779113.000000 Penalty: 11948.082031
	Iteration 52Q: 3 clusters Score -3779113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3779108.750000 Penalty: 11948.082031
	Iteration 53Q: 3 clusters Score -3779109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3779106.500000 Penalty: 11948.082031
	Iteration 54Q: 3 clusters Score -3779106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3779111.750000 Penalty: 11948.082031
	Iteration 55Q: 3 clusters Score -3779112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3779117.500000 Penalty: 11948.082031
	Iteration 56Q: 3 clusters Score -3779118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3779118.000000 Penalty: 11948.082031
	Iteration 57Q: 3 clusters Score -3779118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3779122.000000 Penalty: 11948.082031
	Iteration 58Q: 3 clusters Score -3779122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3779126.000000 Penalty: 11948.082031
	Iteration 59Q: 3 clusters Score -3779126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3779127.000000 Penalty: 11948.082031
	Iteration 60F: 3 clusters Score -3779127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -1424324.375000 Penalty: 5344.969727
	Iteration 0F: 2 clusters Score -1424324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1416417.250000 Penalty: 10689.939453
	Iteration 0F: 3 clusters Score -1416417 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1417807.500000 Penalty: 10689.939453
	Iteration 1F: 3 clusters Score -1417808 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1418135.250000 Penalty: 10689.939453
	Iteration 2F: 3 clusters Score -1418135 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1418310.750000 Penalty: 10689.939453
	Iteration 3Q: 3 clusters Score -1418311 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1418417.875000 Penalty: 10689.939453
	Iteration 4Q: 3 clusters Score -1418418 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1418480.750000 Penalty: 10689.939453
	Iteration 5Q: 3 clusters Score -1418481 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1418524.750000 Penalty: 10689.939453
	Iteration 6Q: 3 clusters Score -1418525 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1418563.750000 Penalty: 10689.939453
	Iteration 7Q: 3 clusters Score -1418564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1418595.125000 Penalty: 10689.939453
	Iteration 8Q: 3 clusters Score -1418595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1418623.500000 Penalty: 10689.939453
	Iteration 9Q: 3 clusters Score -1418624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1418640.750000 Penalty: 10689.939453
	Iteration 10Q: 3 clusters Score -1418641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1418656.125000 Penalty: 10689.939453
	Iteration 11Q: 3 clusters Score -1418656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1418665.625000 Penalty: 10689.939453
	Iteration 12Q: 3 clusters Score -1418666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1418672.250000 Penalty: 10689.939453
	Iteration 13Q: 3 clusters Score -1418672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1418689.000000 Penalty: 10689.939453
	Iteration 14Q: 3 clusters Score -1418689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1418696.000000 Penalty: 10689.939453
	Iteration 15Q: 3 clusters Score -1418696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1418702.125000 Penalty: 10689.939453
	Iteration 16Q: 3 clusters Score -1418702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1418711.375000 Penalty: 10689.939453
	Iteration 17Q: 3 clusters Score -1418711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1418714.750000 Penalty: 10689.939453
	Iteration 18Q: 3 clusters Score -1418715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1418718.625000 Penalty: 10689.939453
	Iteration 19Q: 3 clusters Score -1418719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1418720.000000 Penalty: 10689.939453
	Iteration 20F: 3 clusters Score -1418720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1418722.500000 Penalty: 10689.939453
	Iteration 21Q: 3 clusters Score -1418722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1418723.000000 Penalty: 10689.939453
	Iteration 22Q: 3 clusters Score -1418723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1418725.000000 Penalty: 10689.939453
	Iteration 23Q: 3 clusters Score -1418725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1418731.250000 Penalty: 10689.939453
	Iteration 24Q: 3 clusters Score -1418731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1418734.625000 Penalty: 10689.939453
	Iteration 25Q: 3 clusters Score -1418735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1418735.000000 Penalty: 10689.939453
	Iteration 26Q: 3 clusters Score -1418735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1418738.000000 Penalty: 10689.939453
	Iteration 27Q: 3 clusters Score -1418738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1418739.125000 Penalty: 10689.939453
	Iteration 28Q: 3 clusters Score -1418739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1418740.000000 Penalty: 10689.939453
	Iteration 29Q: 3 clusters Score -1418740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1418741.125000 Penalty: 10689.939453
	Iteration 30Q: 3 clusters Score -1418741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1418741.750000 Penalty: 10689.939453
	Iteration 31Q: 3 clusters Score -1418742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1418744.625000 Penalty: 10689.939453
	Iteration 32Q: 3 clusters Score -1418745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1418747.000000 Penalty: 10689.939453
	Iteration 33Q: 3 clusters Score -1418747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1418749.000000 Penalty: 10689.939453
	Iteration 34Q: 3 clusters Score -1418749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1418751.875000 Penalty: 10689.939453
	Iteration 35Q: 3 clusters Score -1418752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1418750.000000 Penalty: 10689.939453
	Iteration 36Q: 3 clusters Score -1418750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1418750.250000 Penalty: 10689.939453
	Iteration 37Q: 3 clusters Score -1418750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1418750.000000 Penalty: 10689.939453
	Iteration 38Q: 3 clusters Score -1418750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1418752.375000 Penalty: 10689.939453
	Iteration 39Q: 3 clusters Score -1418752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1418752.375000 Penalty: 10689.939453
	Iteration 40F: 3 clusters Score -1418752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1418753.875000 Penalty: 10689.939453
	Iteration 41Q: 3 clusters Score -1418754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1418756.250000 Penalty: 10689.939453
	Iteration 42Q: 3 clusters Score -1418756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1418756.625000 Penalty: 10689.939453
	Iteration 43Q: 3 clusters Score -1418757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1418758.250000 Penalty: 10689.939453
	Iteration 44Q: 3 clusters Score -1418758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1418758.250000 Penalty: 10689.939453
	Iteration 45F: 3 clusters Score -1418758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Entering Unmasked Estep 
Score: -7883722.000000 Penalty: 6426.143555
	Iteration 0F: 2 clusters Score -7883722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -7856888.000000 Penalty: 12852.287109
	Iteration 0F: 3 clusters Score -7856888 nChanged 15514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -7865272.500000 Penalty: 12852.287109
	Iteration 1F: 3 clusters Score -7865272 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -7866305.500000 Penalty: 12852.287109
	Iteration 2F: 3 clusters Score -7866306 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -7867219.500000 Penalty: 12852.287109
	Iteration 3F: 3 clusters Score -7867220 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -7868099.500000 Penalty: 12852.287109
	Iteration 4Q: 3 clusters Score -7868100 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -7868969.500000 Penalty: 12852.287109
	Iteration 5Q: 3 clusters Score -7868970 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -7869914.000000 Penalty: 12852.287109
	Iteration 6Q: 3 clusters Score -7869914 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -7870996.000000 Penalty: 12852.287109
	Iteration 7F: 3 clusters Score -7870996 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -7872253.000000 Penalty: 12852.287109
	Iteration 8F: 3 clusters Score -7872253 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -7873607.000000 Penalty: 12852.287109
	Iteration 9F: 3 clusters Score -7873607 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -7874878.500000 Penalty: 12852.287109
	Iteration 10F: 3 clusters Score -7874878 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -7875851.000000 Penalty: 12852.287109
	Iteration 11Q: 3 clusters Score -7875851 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -7876549.500000 Penalty: 12852.287109
	Iteration 12Q: 3 clusters Score -7876550 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -7877072.000000 Penalty: 12852.287109
	Iteration 13Q: 3 clusters Score -7877072 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -7877389.500000 Penalty: 12852.287109
	Iteration 14Q: 3 clusters Score -7877390 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -7877674.500000 Penalty: 12852.287109
	Iteration 15Q: 3 clusters Score -7877674 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -7877863.500000 Penalty: 12852.287109
	Iteration 16Q: 3 clusters Score -7877864 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -7877986.000000 Penalty: 12852.287109
	Iteration 17Q: 3 clusters Score -7877986 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -7878095.500000 Penalty: 12852.287109
	Iteration 18Q: 3 clusters Score -7878096 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -7878188.500000 Penalty: 12852.287109
	Iteration 19Q: 3 clusters Score -7878188 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -7878268.000000 Penalty: 12852.287109
	Iteration 20F: 3 clusters Score -7878268 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -7878325.500000 Penalty: 12852.287109
	Iteration 21Q: 3 clusters Score -7878326 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -7878420.000000 Penalty: 12852.287109
	Iteration 22Q: 3 clusters Score -7878420 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -7878566.000000 Penalty: 12852.287109
	Iteration 23Q: 3 clusters Score -7878566 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -7878632.500000 Penalty: 12852.287109
	Iteration 24Q: 3 clusters Score -7878632 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -7878684.000000 Penalty: 12852.287109
	Iteration 25Q: 3 clusters Score -7878684 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -7878749.500000 Penalty: 12852.287109
	Iteration 26Q: 3 clusters Score -7878750 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -7878837.500000 Penalty: 12852.287109
	Iteration 27Q: 3 clusters Score -7878838 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -7878877.500000 Penalty: 12852.287109
	Iteration 28Q: 3 clusters Score -7878878 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -7878927.000000 Penalty: 12852.287109
	Iteration 29Q: 3 clusters Score -7878927 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -7879018.500000 Penalty: 12852.287109
	Iteration 30Q: 3 clusters Score -7879018 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -7879087.000000 Penalty: 12852.287109
	Iteration 31Q: 3 clusters Score -7879087 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -7879155.500000 Penalty: 12852.287109
	Iteration 32Q: 3 clusters Score -7879156 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -7879232.500000 Penalty: 12852.287109
	Iteration 33Q: 3 clusters Score -7879232 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -7879299.500000 Penalty: 12852.287109
	Iteration 34Q: 3 clusters Score -7879300 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -7879393.500000 Penalty: 12852.287109
	Iteration 35Q: 3 clusters Score -7879394 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -7879468.500000 Penalty: 12852.287109
	Iteration 36Q: 3 clusters Score -7879468 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -7879516.500000 Penalty: 12852.287109
	Iteration 37Q: 3 clusters Score -7879516 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -7879596.000000 Penalty: 12852.287109
	Iteration 38Q: 3 clusters Score -7879596 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -7879657.000000 Penalty: 12852.287109
	Iteration 39Q: 3 clusters Score -7879657 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -7879720.500000 Penalty: 12852.287109
	Iteration 40F: 3 clusters Score -7879720 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -7879775.500000 Penalty: 12852.287109
	Iteration 41Q: 3 clusters Score -7879776 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -7879876.500000 Penalty: 12852.287109
	Iteration 42Q: 3 clusters Score -7879876 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -7879898.000000 Penalty: 12852.287109
	Iteration 43Q: 3 clusters Score -7879898 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -7879939.000000 Penalty: 12852.287109
	Iteration 44Q: 3 clusters Score -7879939 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -7879969.500000 Penalty: 12852.287109
	Iteration 45Q: 3 clusters Score -7879970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -7880012.500000 Penalty: 12852.287109
	Iteration 46Q: 3 clusters Score -7880012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -7880032.000000 Penalty: 12852.287109
	Iteration 47Q: 3 clusters Score -7880032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -7880062.000000 Penalty: 12852.287109
	Iteration 48Q: 3 clusters Score -7880062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -7880087.000000 Penalty: 12852.287109
	Iteration 49Q: 3 clusters Score -7880087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -7880086.500000 Penalty: 12852.287109
	Iteration 50Q: 3 clusters Score -7880086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -7880107.500000 Penalty: 12852.287109
	Iteration 51Q: 3 clusters Score -7880108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -7880115.500000 Penalty: 12852.287109
	Iteration 52Q: 3 clusters Score -7880116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -7880123.000000 Penalty: 12852.287109
	Iteration 53Q: 3 clusters Score -7880123 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -7880136.500000 Penalty: 12852.287109
	Iteration 54Q: 3 clusters Score -7880136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -7880136.000000 Penalty: 12852.287109
	Iteration 55Q: 3 clusters Score -7880136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -7880133.500000 Penalty: 12852.287109
	Iteration 56Q: 3 clusters Score -7880134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -7880167.500000 Penalty: 12852.287109
	Iteration 57Q: 3 clusters Score -7880168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -7880164.500000 Penalty: 12852.287109
	Iteration 58Q: 3 clusters Score -7880164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -7880170.500000 Penalty: 12852.287109
	Iteration 59Q: 3 clusters Score -7880170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -7880194.500000 Penalty: 12852.287109
	Iteration 60F: 3 clusters Score -7880194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -7880188.500000 Penalty: 12852.287109
	Iteration 61Q: 3 clusters Score -7880188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -7880190.500000 Penalty: 12852.287109
	Iteration 62Q: 3 clusters Score -7880190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -7880206.500000 Penalty: 12852.287109
	Iteration 63Q: 3 clusters Score -7880206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -7880215.000000 Penalty: 12852.287109
	Iteration 64Q: 3 clusters Score -7880215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -7880231.500000 Penalty: 12852.287109
	Iteration 65Q: 3 clusters Score -7880232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -7880247.500000 Penalty: 12852.287109
	Iteration 66Q: 3 clusters Score -7880248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -7880252.000000 Penalty: 12852.287109
	Iteration 67Q: 3 clusters Score -7880252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -7880266.500000 Penalty: 12852.287109
	Iteration 68Q: 3 clusters Score -7880266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -7880267.000000 Penalty: 12852.287109
	Iteration 69Q: 3 clusters Score -7880267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -7880262.500000 Penalty: 12852.287109
	Iteration 70Q: 3 clusters Score -7880262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -7880277.000000 Penalty: 12852.287109
	Iteration 71Q: 3 clusters Score -7880277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -7880271.000000 Penalty: 12852.287109
	Iteration 72Q: 3 clusters Score -7880271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -7880282.000000 Penalty: 12852.287109
	Iteration 73Q: 3 clusters Score -7880282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -7880282.000000 Penalty: 12852.287109
	Iteration 74Q: 3 clusters Score -7880282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -7880310.000000 Penalty: 12852.287109
	Iteration 75Q: 3 clusters Score -7880310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -7880298.000000 Penalty: 12852.287109
	Iteration 76Q: 3 clusters Score -7880298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -7880304.000000 Penalty: 12852.287109
	Iteration 77Q: 3 clusters Score -7880304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -7880304.500000 Penalty: 12852.287109
	Iteration 78Q: 3 clusters Score -7880304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7880293.000000 Penalty: 12852.287109
	Iteration 79Q: 3 clusters Score -7880293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -7880305.000000 Penalty: 12852.287109
	Iteration 80F: 3 clusters Score -7880305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -7880323.500000 Penalty: 12852.287109
	Iteration 81Q: 3 clusters Score -7880324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -7880303.000000 Penalty: 12852.287109
	Iteration 82Q: 3 clusters Score -7880303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -7880303.500000 Penalty: 12852.287109
	Iteration 83Q: 3 clusters Score -7880304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -7880305.500000 Penalty: 12852.287109
	Iteration 84Q: 3 clusters Score -7880306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -7880297.500000 Penalty: 12852.287109
	Iteration 85Q: 3 clusters Score -7880298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -7880301.000000 Penalty: 12852.287109
	Iteration 86Q: 3 clusters Score -7880301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -7880301.000000 Penalty: 12852.287109
	Iteration 87F: 3 clusters Score -7880301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124765 members 
Entering Unmasked Estep 
Score: -28771110.000000 Penalty: 7187.189453
	Iteration 0F: 2 clusters Score -2.877111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -28689138.000000 Penalty: 14374.378906
	Iteration 0F: 3 clusters Score -2.868914e+07 nChanged 57548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -28721504.000000 Penalty: 14374.378906
	Iteration 1F: 3 clusters Score -2.87215e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -28723114.000000 Penalty: 14374.378906
	Iteration 2Q: 3 clusters Score -2.872311e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -28724726.000000 Penalty: 14374.378906
	Iteration 3Q: 3 clusters Score -2.872473e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -28726328.000000 Penalty: 14374.378906
	Iteration 4Q: 3 clusters Score -2.872633e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -28728214.000000 Penalty: 14374.378906
	Iteration 5Q: 3 clusters Score -2.872821e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -28730396.000000 Penalty: 14374.378906
	Iteration 6Q: 3 clusters Score -2.87304e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -28732794.000000 Penalty: 14374.378906
	Iteration 7Q: 3 clusters Score -2.873279e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -28735440.000000 Penalty: 14374.378906
	Iteration 8Q: 3 clusters Score -2.873544e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -28738774.000000 Penalty: 14374.378906
	Iteration 9Q: 3 clusters Score -2.873877e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -28742112.000000 Penalty: 14374.378906
	Iteration 10Q: 3 clusters Score -2.874211e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -28745604.000000 Penalty: 14374.378906
	Iteration 11Q: 3 clusters Score -2.87456e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -28748586.000000 Penalty: 14374.378906
	Iteration 12Q: 3 clusters Score -2.874859e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -28750404.000000 Penalty: 14374.378906
	Iteration 13Q: 3 clusters Score -2.87504e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -28751612.000000 Penalty: 14374.378906
	Iteration 14Q: 3 clusters Score -2.875161e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -28752422.000000 Penalty: 14374.378906
	Iteration 15Q: 3 clusters Score -2.875242e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -28752694.000000 Penalty: 14374.378906
	Iteration 16Q: 3 clusters Score -2.875269e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -28752960.000000 Penalty: 14374.378906
	Iteration 17Q: 3 clusters Score -2.875296e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -28753256.000000 Penalty: 14374.378906
	Iteration 18Q: 3 clusters Score -2.875326e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -28753514.000000 Penalty: 14374.378906
	Iteration 19Q: 3 clusters Score -2.875351e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -28753744.000000 Penalty: 14374.378906
	Iteration 20F: 3 clusters Score -2.875374e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -28753832.000000 Penalty: 14374.378906
	Iteration 21Q: 3 clusters Score -2.875383e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -28754116.000000 Penalty: 14374.378906
	Iteration 22Q: 3 clusters Score -2.875412e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -28754294.000000 Penalty: 14374.378906
	Iteration 23Q: 3 clusters Score -2.875429e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -28754432.000000 Penalty: 14374.378906
	Iteration 24Q: 3 clusters Score -2.875443e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -28754550.000000 Penalty: 14374.378906
	Iteration 25Q: 3 clusters Score -2.875455e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -28754754.000000 Penalty: 14374.378906
	Iteration 26Q: 3 clusters Score -2.875475e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -28754812.000000 Penalty: 14374.378906
	Iteration 27Q: 3 clusters Score -2.875481e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -28754864.000000 Penalty: 14374.378906
	Iteration 28Q: 3 clusters Score -2.875486e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -28754938.000000 Penalty: 14374.378906
	Iteration 29Q: 3 clusters Score -2.875494e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -28755142.000000 Penalty: 14374.378906
	Iteration 30Q: 3 clusters Score -2.875514e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -28755200.000000 Penalty: 14374.378906
	Iteration 31Q: 3 clusters Score -2.87552e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -28755242.000000 Penalty: 14374.378906
	Iteration 32Q: 3 clusters Score -2.875524e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -28755288.000000 Penalty: 14374.378906
	Iteration 33Q: 3 clusters Score -2.875529e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -28755252.000000 Penalty: 14374.378906
	Iteration 34Q: 3 clusters Score -2.875525e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -28755342.000000 Penalty: 14374.378906
	Iteration 35Q: 3 clusters Score -2.875534e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -28755428.000000 Penalty: 14374.378906
	Iteration 36Q: 3 clusters Score -2.875543e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -28755468.000000 Penalty: 14374.378906
	Iteration 37Q: 3 clusters Score -2.875547e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -28755430.000000 Penalty: 14374.378906
	Iteration 38Q: 3 clusters Score -2.875543e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -28755426.000000 Penalty: 14374.378906
	Iteration 39Q: 3 clusters Score -2.875543e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -28755566.000000 Penalty: 14374.378906
	Iteration 40F: 3 clusters Score -2.875557e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -28755542.000000 Penalty: 14374.378906
	Iteration 41Q: 3 clusters Score -2.875554e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -28755656.000000 Penalty: 14374.378906
	Iteration 42Q: 3 clusters Score -2.875566e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -28755724.000000 Penalty: 14374.378906
	Iteration 43Q: 3 clusters Score -2.875572e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -28755792.000000 Penalty: 14374.378906
	Iteration 44Q: 3 clusters Score -2.875579e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -28755852.000000 Penalty: 14374.378906
	Iteration 45Q: 3 clusters Score -2.875585e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -28755856.000000 Penalty: 14374.378906
	Iteration 46Q: 3 clusters Score -2.875586e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -28755868.000000 Penalty: 14374.378906
	Iteration 47Q: 3 clusters Score -2.875587e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -28756004.000000 Penalty: 14374.378906
	Iteration 48Q: 3 clusters Score -2.8756e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -28756054.000000 Penalty: 14374.378906
	Iteration 49Q: 3 clusters Score -2.875605e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -28756016.000000 Penalty: 14374.378906
	Iteration 50Q: 3 clusters Score -2.875602e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -28756166.000000 Penalty: 14374.378906
	Iteration 51Q: 3 clusters Score -2.875617e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -28756188.000000 Penalty: 14374.378906
	Iteration 52Q: 3 clusters Score -2.875619e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 77580 members 
Entering Unmasked Estep 
Score: -28756186.000000 Penalty: 14374.378906
	Iteration 53Q: 3 clusters Score -2.875619e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -28756272.000000 Penalty: 14374.378906
	Iteration 54Q: 3 clusters Score -2.875627e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -28756246.000000 Penalty: 14374.378906
	Iteration 55Q: 3 clusters Score -2.875625e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -28756374.000000 Penalty: 14374.378906
	Iteration 56Q: 3 clusters Score -2.875637e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -28756520.000000 Penalty: 14374.378906
	Iteration 57Q: 3 clusters Score -2.875652e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -28756522.000000 Penalty: 14374.378906
	Iteration 58Q: 3 clusters Score -2.875652e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -28756634.000000 Penalty: 14374.378906
	Iteration 59Q: 3 clusters Score -2.875663e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -28756728.000000 Penalty: 14374.378906
	Iteration 60F: 3 clusters Score -2.875673e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -28756954.000000 Penalty: 14374.378906
	Iteration 61Q: 3 clusters Score -2.875695e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -28757072.000000 Penalty: 14374.378906
	Iteration 62Q: 3 clusters Score -2.875707e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -28757120.000000 Penalty: 14374.378906
	Iteration 63Q: 3 clusters Score -2.875712e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -28757314.000000 Penalty: 14374.378906
	Iteration 64Q: 3 clusters Score -2.875731e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -28757430.000000 Penalty: 14374.378906
	Iteration 65Q: 3 clusters Score -2.875743e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -28757592.000000 Penalty: 14374.378906
	Iteration 66Q: 3 clusters Score -2.875759e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 88477 members 
Entering Unmasked Estep 
Score: -28757830.000000 Penalty: 14374.378906
	Iteration 67Q: 3 clusters Score -2.875783e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -28757906.000000 Penalty: 14374.378906
	Iteration 68Q: 3 clusters Score -2.875791e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -28758058.000000 Penalty: 14374.378906
	Iteration 69Q: 3 clusters Score -2.875806e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -28758288.000000 Penalty: 14374.378906
	Iteration 70Q: 3 clusters Score -2.875829e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 92599 members 
Entering Unmasked Estep 
Score: -28758494.000000 Penalty: 14374.378906
	Iteration 71Q: 3 clusters Score -2.875849e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -28758734.000000 Penalty: 14374.378906
	Iteration 72Q: 3 clusters Score -2.875873e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 94691 members 
Entering Unmasked Estep 
Score: -28759034.000000 Penalty: 14374.378906
	Iteration 73Q: 3 clusters Score -2.875903e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -28759400.000000 Penalty: 14374.378906
	Iteration 74Q: 3 clusters Score -2.87594e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -28759716.000000 Penalty: 14374.378906
	Iteration 75Q: 3 clusters Score -2.875972e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -28760030.000000 Penalty: 14374.378906
	Iteration 76Q: 3 clusters Score -2.876003e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -28760126.000000 Penalty: 14374.378906
	Iteration 77Q: 3 clusters Score -2.876013e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 99848 members 
Entering Unmasked Estep 
Score: -28760380.000000 Penalty: 14374.378906
	Iteration 78Q: 3 clusters Score -2.876038e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -28760622.000000 Penalty: 14374.378906
	Iteration 79Q: 3 clusters Score -2.876062e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 101627 members 
Entering Unmasked Estep 
Score: -28760968.000000 Penalty: 14374.378906
	Iteration 80F: 3 clusters Score -2.876097e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 102487 members 
Entering Unmasked Estep 
Score: -28761154.000000 Penalty: 14374.378906
	Iteration 81Q: 3 clusters Score -2.876115e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -28761340.000000 Penalty: 14374.378906
	Iteration 82Q: 3 clusters Score -2.876134e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -28761474.000000 Penalty: 14374.378906
	Iteration 83Q: 3 clusters Score -2.876147e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 104734 members 
Entering Unmasked Estep 
Score: -28761530.000000 Penalty: 14374.378906
	Iteration 84Q: 3 clusters Score -2.876153e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 105444 members 
Entering Unmasked Estep 
Score: -28761736.000000 Penalty: 14374.378906
	Iteration 85Q: 3 clusters Score -2.876174e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -28761832.000000 Penalty: 14374.378906
	Iteration 86Q: 3 clusters Score -2.876183e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 106935 members 
Entering Unmasked Estep 
Score: -28762028.000000 Penalty: 14374.378906
	Iteration 87Q: 3 clusters Score -2.876203e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 107690 members 
Entering Unmasked Estep 
Score: -28762326.000000 Penalty: 14374.378906
	Iteration 88Q: 3 clusters Score -2.876233e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 108461 members 
Entering Unmasked Estep 
Score: -28762562.000000 Penalty: 14374.378906
	Iteration 89Q: 3 clusters Score -2.876256e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 109270 members 
Entering Unmasked Estep 
Score: -28762936.000000 Penalty: 14374.378906
	Iteration 90Q: 3 clusters Score -2.876294e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 110056 members 
Entering Unmasked Estep 
Score: -28763330.000000 Penalty: 14374.378906
	Iteration 91Q: 3 clusters Score -2.876333e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 110837 members 
Entering Unmasked Estep 
Score: -28763798.000000 Penalty: 14374.378906
	Iteration 92Q: 3 clusters Score -2.87638e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 111632 members 
Entering Unmasked Estep 
Score: -28764336.000000 Penalty: 14374.378906
	Iteration 93Q: 3 clusters Score -2.876434e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 112430 members 
Entering Unmasked Estep 
Score: -28764986.000000 Penalty: 14374.378906
	Iteration 94Q: 3 clusters Score -2.876499e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 113204 members 
Entering Unmasked Estep 
Score: -28765732.000000 Penalty: 14374.378906
	Iteration 95Q: 3 clusters Score -2.876573e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 113893 members 
Entering Unmasked Estep 
Score: -28766702.000000 Penalty: 14374.378906
	Iteration 96Q: 3 clusters Score -2.87667e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 114440 members 
Entering Unmasked Estep 
Score: -28767398.000000 Penalty: 14374.378906
	Iteration 97Q: 3 clusters Score -2.87674e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -28767966.000000 Penalty: 14374.378906
	Iteration 98Q: 3 clusters Score -2.876797e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 115104 members 
Entering Unmasked Estep 
Score: -28768172.000000 Penalty: 14374.378906
	Iteration 99Q: 3 clusters Score -2.876817e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -28768396.000000 Penalty: 14374.378906
	Iteration 100F: 3 clusters Score -2.87684e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 115350 members 
Entering Unmasked Estep 
Score: -28768520.000000 Penalty: 14374.378906
	Iteration 101Q: 3 clusters Score -2.876852e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -28768568.000000 Penalty: 14374.378906
	Iteration 102Q: 3 clusters Score -2.876857e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 115525 members 
Entering Unmasked Estep 
Score: -28768592.000000 Penalty: 14374.378906
	Iteration 103Q: 3 clusters Score -2.876859e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 115592 members 
Entering Unmasked Estep 
Score: -28768596.000000 Penalty: 14374.378906
	Iteration 104Q: 3 clusters Score -2.87686e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 115667 members 
Entering Unmasked Estep 
Score: -28768584.000000 Penalty: 14374.378906
	Iteration 105Q: 3 clusters Score -2.876858e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 115703 members 
Entering Unmasked Estep 
Score: -28768534.000000 Penalty: 14374.378906
	Iteration 106Q: 3 clusters Score -2.876853e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 115736 members 
Entering Unmasked Estep 
Score: -28768562.000000 Penalty: 14374.378906
	Iteration 107Q: 3 clusters Score -2.876856e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 115778 members 
Entering Unmasked Estep 
Score: -28768584.000000 Penalty: 14374.378906
	Iteration 108Q: 3 clusters Score -2.876858e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 115816 members 
Entering Unmasked Estep 
Score: -28768602.000000 Penalty: 14374.378906
	Iteration 109Q: 3 clusters Score -2.87686e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 115837 members 
Entering Unmasked Estep 
Score: -28768618.000000 Penalty: 14374.378906
	Iteration 110Q: 3 clusters Score -2.876862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 115845 members 
Entering Unmasked Estep 
Score: -28768604.000000 Penalty: 14374.378906
	Iteration 111Q: 3 clusters Score -2.87686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 115859 members 
Entering Unmasked Estep 
Score: -28768638.000000 Penalty: 14374.378906
	Iteration 112Q: 3 clusters Score -2.876864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 115871 members 
Entering Unmasked Estep 
Score: -28768608.000000 Penalty: 14374.378906
	Iteration 113Q: 3 clusters Score -2.876861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 115880 members 
Entering Unmasked Estep 
Score: -28768600.000000 Penalty: 14374.378906
	Iteration 114Q: 3 clusters Score -2.87686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 115892 members 
Entering Unmasked Estep 
Score: -28768616.000000 Penalty: 14374.378906
	Iteration 115Q: 3 clusters Score -2.876862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 115906 members 
Entering Unmasked Estep 
Score: -28768584.000000 Penalty: 14374.378906
	Iteration 116Q: 3 clusters Score -2.876858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 115915 members 
Entering Unmasked Estep 
Score: -28768562.000000 Penalty: 14374.378906
	Iteration 117Q: 3 clusters Score -2.876856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 115921 members 
Entering Unmasked Estep 
Score: -28768574.000000 Penalty: 14374.378906
	Iteration 118Q: 3 clusters Score -2.876857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 115920 members 
Entering Unmasked Estep 
Score: -28768570.000000 Penalty: 14374.378906
	Iteration 119Q: 3 clusters Score -2.876857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 115919 members 
Entering Unmasked Estep 
Score: -28768564.000000 Penalty: 14374.378906
	Iteration 120F: 3 clusters Score -2.876856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 115924 members 
Entering Unmasked Estep 
Score: -28768558.000000 Penalty: 14374.378906
	Iteration 121Q: 3 clusters Score -2.876856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 115926 members 
Entering Unmasked Estep 
Score: -28768546.000000 Penalty: 14374.378906
	Iteration 122Q: 3 clusters Score -2.876855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 115930 members 
Entering Unmasked Estep 
Score: -28768586.000000 Penalty: 14374.378906
	Iteration 123Q: 3 clusters Score -2.876859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 115931 members 
Entering Unmasked Estep 
Score: -28768572.000000 Penalty: 14374.378906
	Iteration 124Q: 3 clusters Score -2.876857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
Score: -28768564.000000 Penalty: 14374.378906
	Iteration 125Q: 3 clusters Score -2.876856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 115936 members 
Entering Unmasked Estep 
Score: -28768574.000000 Penalty: 14374.378906
	Iteration 126Q: 3 clusters Score -2.876857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 115937 members 
Entering Unmasked Estep 
Score: -28768556.000000 Penalty: 14374.378906
	Iteration 127Q: 3 clusters Score -2.876856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 115937 members 
Entering Unmasked Estep 
Score: -28768556.000000 Penalty: 14374.378906
	Iteration 128F: 3 clusters Score -2.876856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Entering Unmasked Estep 
Score: -9203112.000000 Penalty: 6495.881348
	Iteration 0F: 2 clusters Score -9203112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -9173678.000000 Penalty: 12991.762695
	Iteration 0F: 3 clusters Score -9173678 nChanged 17441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -9182957.000000 Penalty: 12991.762695
	Iteration 1F: 3 clusters Score -9182957 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -9183923.000000 Penalty: 12991.762695
	Iteration 2F: 3 clusters Score -9183923 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -9184698.000000 Penalty: 12991.762695
	Iteration 3Q: 3 clusters Score -9184698 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -9185517.000000 Penalty: 12991.762695
	Iteration 4Q: 3 clusters Score -9185517 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -9186388.000000 Penalty: 12991.762695
	Iteration 5Q: 3 clusters Score -9186388 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -9187418.000000 Penalty: 12991.762695
	Iteration 6Q: 3 clusters Score -9187418 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -9188696.000000 Penalty: 12991.762695
	Iteration 7Q: 3 clusters Score -9188696 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -9190080.000000 Penalty: 12991.762695
	Iteration 8Q: 3 clusters Score -9190080 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -9191512.000000 Penalty: 12991.762695
	Iteration 9Q: 3 clusters Score -9191512 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -9192908.000000 Penalty: 12991.762695
	Iteration 10Q: 3 clusters Score -9192908 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -9194115.000000 Penalty: 12991.762695
	Iteration 11Q: 3 clusters Score -9194115 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -9195096.000000 Penalty: 12991.762695
	Iteration 12Q: 3 clusters Score -9195096 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -9196002.000000 Penalty: 12991.762695
	Iteration 13Q: 3 clusters Score -9196002 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -9196883.000000 Penalty: 12991.762695
	Iteration 14Q: 3 clusters Score -9196883 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -9197446.000000 Penalty: 12991.762695
	Iteration 15Q: 3 clusters Score -9197446 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -9197719.000000 Penalty: 12991.762695
	Iteration 16Q: 3 clusters Score -9197719 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -9197841.000000 Penalty: 12991.762695
	Iteration 17Q: 3 clusters Score -9197841 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -9197938.000000 Penalty: 12991.762695
	Iteration 18Q: 3 clusters Score -9197938 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -9197997.000000 Penalty: 12991.762695
	Iteration 19Q: 3 clusters Score -9197997 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -9198008.000000 Penalty: 12991.762695
	Iteration 20F: 3 clusters Score -9198008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -9198041.000000 Penalty: 12991.762695
	Iteration 21Q: 3 clusters Score -9198041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -9198029.000000 Penalty: 12991.762695
	Iteration 22Q: 3 clusters Score -9198029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -9198046.000000 Penalty: 12991.762695
	Iteration 23Q: 3 clusters Score -9198046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -9198078.000000 Penalty: 12991.762695
	Iteration 24Q: 3 clusters Score -9198078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -9198084.000000 Penalty: 12991.762695
	Iteration 25Q: 3 clusters Score -9198084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -9198090.000000 Penalty: 12991.762695
	Iteration 26Q: 3 clusters Score -9198090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -9198096.000000 Penalty: 12991.762695
	Iteration 27Q: 3 clusters Score -9198096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -9198100.000000 Penalty: 12991.762695
	Iteration 28Q: 3 clusters Score -9198100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -9198121.000000 Penalty: 12991.762695
	Iteration 29Q: 3 clusters Score -9198121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -9198151.000000 Penalty: 12991.762695
	Iteration 30Q: 3 clusters Score -9198151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -9198146.000000 Penalty: 12991.762695
	Iteration 31Q: 3 clusters Score -9198146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -9198142.000000 Penalty: 12991.762695
	Iteration 32Q: 3 clusters Score -9198142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -9198160.000000 Penalty: 12991.762695
	Iteration 33Q: 3 clusters Score -9198160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -9198158.000000 Penalty: 12991.762695
	Iteration 34Q: 3 clusters Score -9198158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -9198154.000000 Penalty: 12991.762695
	Iteration 35Q: 3 clusters Score -9198154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -9198160.000000 Penalty: 12991.762695
	Iteration 36Q: 3 clusters Score -9198160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -9198178.000000 Penalty: 12991.762695
	Iteration 37Q: 3 clusters Score -9198178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -9198209.000000 Penalty: 12991.762695
	Iteration 38Q: 3 clusters Score -9198209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -9198193.000000 Penalty: 12991.762695
	Iteration 39Q: 3 clusters Score -9198193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -9198202.000000 Penalty: 12991.762695
	Iteration 40F: 3 clusters Score -9198202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -9198229.000000 Penalty: 12991.762695
	Iteration 41Q: 3 clusters Score -9198229 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -9198246.000000 Penalty: 12991.762695
	Iteration 42Q: 3 clusters Score -9198246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -9198248.000000 Penalty: 12991.762695
	Iteration 43Q: 3 clusters Score -9198248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -9198233.000000 Penalty: 12991.762695
	Iteration 44Q: 3 clusters Score -9198233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -9198240.000000 Penalty: 12991.762695
	Iteration 45Q: 3 clusters Score -9198240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -9198233.000000 Penalty: 12991.762695
	Iteration 46Q: 3 clusters Score -9198233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -9198235.000000 Penalty: 12991.762695
	Iteration 47Q: 3 clusters Score -9198235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -9198229.000000 Penalty: 12991.762695
	Iteration 48Q: 3 clusters Score -9198229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -9198246.000000 Penalty: 12991.762695
	Iteration 49Q: 3 clusters Score -9198246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -9198254.000000 Penalty: 12991.762695
	Iteration 50Q: 3 clusters Score -9198254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -9198241.000000 Penalty: 12991.762695
	Iteration 51Q: 3 clusters Score -9198241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -9198259.000000 Penalty: 12991.762695
	Iteration 52Q: 3 clusters Score -9198259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -9198250.000000 Penalty: 12991.762695
	Iteration 53Q: 3 clusters Score -9198250 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -9198244.000000 Penalty: 12991.762695
	Iteration 54Q: 3 clusters Score -9198244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -9198264.000000 Penalty: 12991.762695
	Iteration 55Q: 3 clusters Score -9198264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -9198250.000000 Penalty: 12991.762695
	Iteration 56Q: 3 clusters Score -9198250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -9198256.000000 Penalty: 12991.762695
	Iteration 57Q: 3 clusters Score -9198256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -9198259.000000 Penalty: 12991.762695
	Iteration 58Q: 3 clusters Score -9198259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -9198269.000000 Penalty: 12991.762695
	Iteration 59Q: 3 clusters Score -9198269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -9198290.000000 Penalty: 12991.762695
	Iteration 60F: 3 clusters Score -9198290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -9198300.000000 Penalty: 12991.762695
	Iteration 61Q: 3 clusters Score -9198300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -9198299.000000 Penalty: 12991.762695
	Iteration 62Q: 3 clusters Score -9198299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -9198287.000000 Penalty: 12991.762695
	Iteration 63Q: 3 clusters Score -9198287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -9198305.000000 Penalty: 12991.762695
	Iteration 64Q: 3 clusters Score -9198305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -9198314.000000 Penalty: 12991.762695
	Iteration 65Q: 3 clusters Score -9198314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -9198308.000000 Penalty: 12991.762695
	Iteration 66Q: 3 clusters Score -9198308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -9198315.000000 Penalty: 12991.762695
	Iteration 67Q: 3 clusters Score -9198315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -9198328.000000 Penalty: 12991.762695
	Iteration 68Q: 3 clusters Score -9198328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -9198346.000000 Penalty: 12991.762695
	Iteration 69Q: 3 clusters Score -9198346 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -9198338.000000 Penalty: 12991.762695
	Iteration 70Q: 3 clusters Score -9198338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -9198348.000000 Penalty: 12991.762695
	Iteration 71Q: 3 clusters Score -9198348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -9198322.000000 Penalty: 12991.762695
	Iteration 72Q: 3 clusters Score -9198322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -9198348.000000 Penalty: 12991.762695
	Iteration 73Q: 3 clusters Score -9198348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -9198362.000000 Penalty: 12991.762695
	Iteration 74Q: 3 clusters Score -9198362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -9198372.000000 Penalty: 12991.762695
	Iteration 75Q: 3 clusters Score -9198372 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -9198384.000000 Penalty: 12991.762695
	Iteration 76Q: 3 clusters Score -9198384 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -9198380.000000 Penalty: 12991.762695
	Iteration 77Q: 3 clusters Score -9198380 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -9198389.000000 Penalty: 12991.762695
	Iteration 78Q: 3 clusters Score -9198389 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -9198419.000000 Penalty: 12991.762695
	Iteration 79Q: 3 clusters Score -9198419 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -9198429.000000 Penalty: 12991.762695
	Iteration 80F: 3 clusters Score -9198429 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -9198447.000000 Penalty: 12991.762695
	Iteration 81Q: 3 clusters Score -9198447 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -9198477.000000 Penalty: 12991.762695
	Iteration 82Q: 3 clusters Score -9198477 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -9198504.000000 Penalty: 12991.762695
	Iteration 83Q: 3 clusters Score -9198504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -9198505.000000 Penalty: 12991.762695
	Iteration 84Q: 3 clusters Score -9198505 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -9198531.000000 Penalty: 12991.762695
	Iteration 85Q: 3 clusters Score -9198531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -9198551.000000 Penalty: 12991.762695
	Iteration 86Q: 3 clusters Score -9198551 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -9198568.000000 Penalty: 12991.762695
	Iteration 87Q: 3 clusters Score -9198568 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -9198587.000000 Penalty: 12991.762695
	Iteration 88Q: 3 clusters Score -9198587 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -9198617.000000 Penalty: 12991.762695
	Iteration 89Q: 3 clusters Score -9198617 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34029 members 
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Entering Unmasked Estep 
Score: -9198634.000000 Penalty: 12991.762695
	Iteration 90Q: 3 clusters Score -9198634 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -9198644.000000 Penalty: 12991.762695
	Iteration 91Q: 3 clusters Score -9198644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -9198671.000000 Penalty: 12991.762695
	Iteration 92Q: 3 clusters Score -9198671 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -9198693.000000 Penalty: 12991.762695
	Iteration 93Q: 3 clusters Score -9198693 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33726 members 
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Entering Unmasked Estep 
Score: -9198701.000000 Penalty: 12991.762695
	Iteration 94Q: 3 clusters Score -9198701 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33643 members 
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Entering Unmasked Estep 
Score: -9198680.000000 Penalty: 12991.762695
	Iteration 95Q: 3 clusters Score -9198680 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -9198709.000000 Penalty: 12991.762695
	Iteration 96Q: 3 clusters Score -9198709 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -9198723.000000 Penalty: 12991.762695
	Iteration 97Q: 3 clusters Score -9198723 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -9198739.000000 Penalty: 12991.762695
	Iteration 98Q: 3 clusters Score -9198739 nChanged 83
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Mstep: Class 1 contains 33350 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9198744 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -9198773.000000 Penalty: 12991.762695
	Iteration 100F: 3 clusters Score -9198773 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -9198821.000000 Penalty: 12991.762695
	Iteration 101Q: 3 clusters Score -9198821 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9198861 nChanged 123
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9198896 nChanged 113
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9198909 nChanged 126
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9198956 nChanged 109
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Entering Unmasked Estep 
Score: -9199019.000000 Penalty: 12991.762695
	Iteration 106Q: 3 clusters Score -9199019 nChanged 117
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9199055 nChanged 109
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9199029 nChanged 112
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Entering Unmasked Estep 
Score: -9199053.000000 Penalty: 12991.762695
	Iteration 109Q: 3 clusters Score -9199053 nChanged 89
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9199067 nChanged 80
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9199078 nChanged 75
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9199070 nChanged 59
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9199068 nChanged 60
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9199076 nChanged 43
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9199069 nChanged 37
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9199076 nChanged 32
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9199089 nChanged 36
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9199099 nChanged 27
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Entering Unmasked Estep 
Score: -9199102.000000 Penalty: 12991.762695
	Iteration 119Q: 3 clusters Score -9199102 nChanged 30
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Entering Unmasked Estep 
Score: -9199105.000000 Penalty: 12991.762695
	Iteration 120F: 3 clusters Score -9199105 nChanged 25
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9199113 nChanged 24
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Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -9199119.000000 Penalty: 12991.762695
	Iteration 122Q: 3 clusters Score -9199119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -9199132.000000 Penalty: 12991.762695
	Iteration 123Q: 3 clusters Score -9199132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -9199132.000000 Penalty: 12991.762695
	Iteration 124Q: 3 clusters Score -9199132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -9199132.000000 Penalty: 12991.762695
	Iteration 125Q: 3 clusters Score -9199132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -9199151.000000 Penalty: 12991.762695
	Iteration 126Q: 3 clusters Score -9199151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -9199163.000000 Penalty: 12991.762695
	Iteration 127Q: 3 clusters Score -9199163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -9199164.000000 Penalty: 12991.762695
	Iteration 128Q: 3 clusters Score -9199164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -9199150.000000 Penalty: 12991.762695
	Iteration 129Q: 3 clusters Score -9199150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -9199149.000000 Penalty: 12991.762695
	Iteration 130Q: 3 clusters Score -9199149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -9199154.000000 Penalty: 12991.762695
	Iteration 131Q: 3 clusters Score -9199154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -9199147.000000 Penalty: 12991.762695
	Iteration 132Q: 3 clusters Score -9199147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -9199140.000000 Penalty: 12991.762695
	Iteration 133Q: 3 clusters Score -9199140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -9199153.000000 Penalty: 12991.762695
	Iteration 134Q: 3 clusters Score -9199153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -9199147.000000 Penalty: 12991.762695
	Iteration 135Q: 3 clusters Score -9199147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -9199147.000000 Penalty: 12991.762695
	Iteration 136Q: 3 clusters Score -9199147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -9199152.000000 Penalty: 12991.762695
	Iteration 137Q: 3 clusters Score -9199152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -9199169.000000 Penalty: 12991.762695
	Iteration 138Q: 3 clusters Score -9199169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -9199168.000000 Penalty: 12991.762695
	Iteration 139Q: 3 clusters Score -9199168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -9199164.000000 Penalty: 12991.762695
	Iteration 140F: 3 clusters Score -9199164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -9199165.000000 Penalty: 12991.762695
	Iteration 141Q: 3 clusters Score -9199165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -9199170.000000 Penalty: 12991.762695
	Iteration 142Q: 3 clusters Score -9199170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -9199171.000000 Penalty: 12991.762695
	Iteration 143Q: 3 clusters Score -9199171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -9199170.000000 Penalty: 12991.762695
	Iteration 144Q: 3 clusters Score -9199170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -9199172.000000 Penalty: 12991.762695
	Iteration 145Q: 3 clusters Score -9199172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -9199170.000000 Penalty: 12991.762695
	Iteration 146Q: 3 clusters Score -9199170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -9199171.000000 Penalty: 12991.762695
	Iteration 147Q: 3 clusters Score -9199171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -9199171.000000 Penalty: 12991.762695
	Iteration 148Q: 3 clusters Score -9199171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -9199178.000000 Penalty: 12991.762695
	Iteration 149Q: 3 clusters Score -9199178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -9199167.000000 Penalty: 12991.762695
	Iteration 150Q: 3 clusters Score -9199167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -9199170.000000 Penalty: 12991.762695
	Iteration 151Q: 3 clusters Score -9199170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -9199164.000000 Penalty: 12991.762695
	Iteration 152Q: 3 clusters Score -9199164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -9199173.000000 Penalty: 12991.762695
	Iteration 153Q: 3 clusters Score -9199173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -9199164.000000 Penalty: 12991.762695
	Iteration 154Q: 3 clusters Score -9199164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -9199170.000000 Penalty: 12991.762695
	Iteration 155Q: 3 clusters Score -9199170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -9199174.000000 Penalty: 12991.762695
	Iteration 156Q: 3 clusters Score -9199174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -9199185.000000 Penalty: 12991.762695
	Iteration 157Q: 3 clusters Score -9199185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -9199185.000000 Penalty: 12991.762695
	Iteration 158Q: 3 clusters Score -9199185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -9199181.000000 Penalty: 12991.762695
	Iteration 159Q: 3 clusters Score -9199181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -9199177.000000 Penalty: 12991.762695
	Iteration 160F: 3 clusters Score -9199177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -9199184.000000 Penalty: 12991.762695
	Iteration 161Q: 3 clusters Score -9199184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -9199189.000000 Penalty: 12991.762695
	Iteration 162Q: 3 clusters Score -9199189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -9199181.000000 Penalty: 12991.762695
	Iteration 163Q: 3 clusters Score -9199181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -9199187.000000 Penalty: 12991.762695
	Iteration 164Q: 3 clusters Score -9199187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -9199184.000000 Penalty: 12991.762695
	Iteration 165Q: 3 clusters Score -9199184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -9199182.000000 Penalty: 12991.762695
	Iteration 166Q: 3 clusters Score -9199182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -9199174.000000 Penalty: 12991.762695
	Iteration 167Q: 3 clusters Score -9199174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -9199171.000000 Penalty: 12991.762695
	Iteration 168Q: 3 clusters Score -9199171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -9199174.000000 Penalty: 12991.762695
	Iteration 169Q: 3 clusters Score -9199174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -9199174.000000 Penalty: 12991.762695
	Iteration 170F: 3 clusters Score -9199174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -2860194.500000 Penalty: 5797.443848
	Iteration 0F: 2 clusters Score -2860194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2848044.750000 Penalty: 11594.887695
	Iteration 0F: 3 clusters Score -2848045 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2850749.500000 Penalty: 11594.887695
	Iteration 1F: 3 clusters Score -2850750 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2851283.750000 Penalty: 11594.887695
	Iteration 2F: 3 clusters Score -2851284 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2851619.250000 Penalty: 11594.887695
	Iteration 3F: 3 clusters Score -2851619 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2851851.000000 Penalty: 11594.887695
	Iteration 4Q: 3 clusters Score -2851851 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2852018.250000 Penalty: 11594.887695
	Iteration 5Q: 3 clusters Score -2852018 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2852152.250000 Penalty: 11594.887695
	Iteration 6Q: 3 clusters Score -2852152 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2852273.500000 Penalty: 11594.887695
	Iteration 7Q: 3 clusters Score -2852274 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2852394.500000 Penalty: 11594.887695
	Iteration 8Q: 3 clusters Score -2852394 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2852506.750000 Penalty: 11594.887695
	Iteration 9Q: 3 clusters Score -2852507 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2852621.250000 Penalty: 11594.887695
	Iteration 10Q: 3 clusters Score -2852621 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2852715.250000 Penalty: 11594.887695
	Iteration 11Q: 3 clusters Score -2852715 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2852792.000000 Penalty: 11594.887695
	Iteration 12Q: 3 clusters Score -2852792 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2852871.250000 Penalty: 11594.887695
	Iteration 13Q: 3 clusters Score -2852871 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2852948.750000 Penalty: 11594.887695
	Iteration 14Q: 3 clusters Score -2852949 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2853027.750000 Penalty: 11594.887695
	Iteration 15Q: 3 clusters Score -2853028 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2853088.750000 Penalty: 11594.887695
	Iteration 16Q: 3 clusters Score -2853089 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2853164.250000 Penalty: 11594.887695
	Iteration 17Q: 3 clusters Score -2853164 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2853232.750000 Penalty: 11594.887695
	Iteration 18Q: 3 clusters Score -2853233 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2853313.750000 Penalty: 11594.887695
	Iteration 19Q: 3 clusters Score -2853314 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2853382.500000 Penalty: 11594.887695
	Iteration 20F: 3 clusters Score -2853382 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2853464.500000 Penalty: 11594.887695
	Iteration 21Q: 3 clusters Score -2853464 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2853564.500000 Penalty: 11594.887695
	Iteration 22Q: 3 clusters Score -2853564 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2853655.750000 Penalty: 11594.887695
	Iteration 23Q: 3 clusters Score -2853656 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2853734.500000 Penalty: 11594.887695
	Iteration 24Q: 3 clusters Score -2853734 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2853809.250000 Penalty: 11594.887695
	Iteration 25Q: 3 clusters Score -2853809 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2853905.250000 Penalty: 11594.887695
	Iteration 26Q: 3 clusters Score -2853905 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2853989.750000 Penalty: 11594.887695
	Iteration 27Q: 3 clusters Score -2853990 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2854075.000000 Penalty: 11594.887695
	Iteration 28Q: 3 clusters Score -2854075 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2854139.750000 Penalty: 11594.887695
	Iteration 29Q: 3 clusters Score -2854140 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2854216.500000 Penalty: 11594.887695
	Iteration 30Q: 3 clusters Score -2854216 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2854278.500000 Penalty: 11594.887695
	Iteration 31Q: 3 clusters Score -2854278 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2854344.500000 Penalty: 11594.887695
	Iteration 32Q: 3 clusters Score -2854344 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2854397.000000 Penalty: 11594.887695
	Iteration 33Q: 3 clusters Score -2854397 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2854440.000000 Penalty: 11594.887695
	Iteration 34Q: 3 clusters Score -2854440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2854480.000000 Penalty: 11594.887695
	Iteration 35Q: 3 clusters Score -2854480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2854508.500000 Penalty: 11594.887695
	Iteration 36Q: 3 clusters Score -2854508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2854545.250000 Penalty: 11594.887695
	Iteration 37Q: 3 clusters Score -2854545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2854570.000000 Penalty: 11594.887695
	Iteration 38Q: 3 clusters Score -2854570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2854609.250000 Penalty: 11594.887695
	Iteration 39Q: 3 clusters Score -2854609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2854648.000000 Penalty: 11594.887695
	Iteration 40F: 3 clusters Score -2854648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2854678.000000 Penalty: 11594.887695
	Iteration 41Q: 3 clusters Score -2854678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2854708.250000 Penalty: 11594.887695
	Iteration 42Q: 3 clusters Score -2854708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2854737.000000 Penalty: 11594.887695
	Iteration 43Q: 3 clusters Score -2854737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2854773.750000 Penalty: 11594.887695
	Iteration 44Q: 3 clusters Score -2854774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2854796.500000 Penalty: 11594.887695
	Iteration 45Q: 3 clusters Score -2854796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2854825.500000 Penalty: 11594.887695
	Iteration 46Q: 3 clusters Score -2854826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2854849.000000 Penalty: 11594.887695
	Iteration 47Q: 3 clusters Score -2854849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2854870.250000 Penalty: 11594.887695
	Iteration 48Q: 3 clusters Score -2854870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2854900.500000 Penalty: 11594.887695
	Iteration 49Q: 3 clusters Score -2854900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2854919.750000 Penalty: 11594.887695
	Iteration 50Q: 3 clusters Score -2854920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2854945.500000 Penalty: 11594.887695
	Iteration 51Q: 3 clusters Score -2854946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2854960.250000 Penalty: 11594.887695
	Iteration 52Q: 3 clusters Score -2854960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2854979.000000 Penalty: 11594.887695
	Iteration 53Q: 3 clusters Score -2854979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2854988.500000 Penalty: 11594.887695
	Iteration 54Q: 3 clusters Score -2854988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2854997.000000 Penalty: 11594.887695
	Iteration 55Q: 3 clusters Score -2854997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2855004.000000 Penalty: 11594.887695
	Iteration 56Q: 3 clusters Score -2855004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2855009.500000 Penalty: 11594.887695
	Iteration 57Q: 3 clusters Score -2855010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2855025.500000 Penalty: 11594.887695
	Iteration 58Q: 3 clusters Score -2855026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2855034.250000 Penalty: 11594.887695
	Iteration 59Q: 3 clusters Score -2855034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2855057.000000 Penalty: 11594.887695
	Iteration 60F: 3 clusters Score -2855057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2855058.500000 Penalty: 11594.887695
	Iteration 61Q: 3 clusters Score -2855058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2855062.750000 Penalty: 11594.887695
	Iteration 62Q: 3 clusters Score -2855063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2855072.250000 Penalty: 11594.887695
	Iteration 63Q: 3 clusters Score -2855072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2855088.500000 Penalty: 11594.887695
	Iteration 64Q: 3 clusters Score -2855088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2855095.500000 Penalty: 11594.887695
	Iteration 65Q: 3 clusters Score -2855096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2855104.500000 Penalty: 11594.887695
	Iteration 66Q: 3 clusters Score -2855104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2855116.250000 Penalty: 11594.887695
	Iteration 67Q: 3 clusters Score -2855116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2855117.750000 Penalty: 11594.887695
	Iteration 68Q: 3 clusters Score -2855118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2855123.750000 Penalty: 11594.887695
	Iteration 69Q: 3 clusters Score -2855124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2855129.500000 Penalty: 11594.887695
	Iteration 70Q: 3 clusters Score -2855130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2855124.500000 Penalty: 11594.887695
	Iteration 71Q: 3 clusters Score -2855124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2855128.750000 Penalty: 11594.887695
	Iteration 72Q: 3 clusters Score -2855129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2855128.500000 Penalty: 11594.887695
	Iteration 73Q: 3 clusters Score -2855128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2855128.750000 Penalty: 11594.887695
	Iteration 74Q: 3 clusters Score -2855129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2855131.500000 Penalty: 11594.887695
	Iteration 75Q: 3 clusters Score -2855132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2855135.500000 Penalty: 11594.887695
	Iteration 76Q: 3 clusters Score -2855136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2855134.750000 Penalty: 11594.887695
	Iteration 77Q: 3 clusters Score -2855135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2855134.750000 Penalty: 11594.887695
	Iteration 78F: 3 clusters Score -2855135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Entering Unmasked Estep 
Score: -2955843.000000 Penalty: 5824.603027
	Iteration 0F: 2 clusters Score -2955843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2943462.000000 Penalty: 11649.206055
	Iteration 0F: 3 clusters Score -2943462 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2946390.500000 Penalty: 11649.206055
	Iteration 1F: 3 clusters Score -2946390 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2946928.500000 Penalty: 11649.206055
	Iteration 2F: 3 clusters Score -2946928 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2947243.000000 Penalty: 11649.206055
	Iteration 3Q: 3 clusters Score -2947243 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2947470.750000 Penalty: 11649.206055
	Iteration 4Q: 3 clusters Score -2947471 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2947646.750000 Penalty: 11649.206055
	Iteration 5Q: 3 clusters Score -2947647 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2947786.750000 Penalty: 11649.206055
	Iteration 6Q: 3 clusters Score -2947787 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2947885.500000 Penalty: 11649.206055
	Iteration 7Q: 3 clusters Score -2947886 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2947991.500000 Penalty: 11649.206055
	Iteration 8Q: 3 clusters Score -2947992 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2948055.250000 Penalty: 11649.206055
	Iteration 9Q: 3 clusters Score -2948055 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2948115.500000 Penalty: 11649.206055
	Iteration 10Q: 3 clusters Score -2948116 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2948166.000000 Penalty: 11649.206055
	Iteration 11Q: 3 clusters Score -2948166 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2948228.250000 Penalty: 11649.206055
	Iteration 12Q: 3 clusters Score -2948228 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2948278.250000 Penalty: 11649.206055
	Iteration 13Q: 3 clusters Score -2948278 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2948328.000000 Penalty: 11649.206055
	Iteration 14Q: 3 clusters Score -2948328 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2948380.250000 Penalty: 11649.206055
	Iteration 15Q: 3 clusters Score -2948380 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2948408.000000 Penalty: 11649.206055
	Iteration 16Q: 3 clusters Score -2948408 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2948455.000000 Penalty: 11649.206055
	Iteration 17Q: 3 clusters Score -2948455 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2948493.500000 Penalty: 11649.206055
	Iteration 18Q: 3 clusters Score -2948494 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2948528.000000 Penalty: 11649.206055
	Iteration 19Q: 3 clusters Score -2948528 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2948565.750000 Penalty: 11649.206055
	Iteration 20F: 3 clusters Score -2948566 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2948590.250000 Penalty: 11649.206055
	Iteration 21Q: 3 clusters Score -2948590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2948634.500000 Penalty: 11649.206055
	Iteration 22Q: 3 clusters Score -2948634 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2948682.500000 Penalty: 11649.206055
	Iteration 23Q: 3 clusters Score -2948682 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2948729.250000 Penalty: 11649.206055
	Iteration 24Q: 3 clusters Score -2948729 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2948794.250000 Penalty: 11649.206055
	Iteration 25Q: 3 clusters Score -2948794 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2948861.250000 Penalty: 11649.206055
	Iteration 26Q: 3 clusters Score -2948861 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2948953.000000 Penalty: 11649.206055
	Iteration 27Q: 3 clusters Score -2948953 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2949027.000000 Penalty: 11649.206055
	Iteration 28Q: 3 clusters Score -2949027 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2949091.750000 Penalty: 11649.206055
	Iteration 29Q: 3 clusters Score -2949092 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2949154.500000 Penalty: 11649.206055
	Iteration 30Q: 3 clusters Score -2949154 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2949227.000000 Penalty: 11649.206055
	Iteration 31Q: 3 clusters Score -2949227 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2949293.000000 Penalty: 11649.206055
	Iteration 32Q: 3 clusters Score -2949293 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2949373.000000 Penalty: 11649.206055
	Iteration 33Q: 3 clusters Score -2949373 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2949443.500000 Penalty: 11649.206055
	Iteration 34Q: 3 clusters Score -2949444 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2949501.750000 Penalty: 11649.206055
	Iteration 35Q: 3 clusters Score -2949502 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2949554.750000 Penalty: 11649.206055
	Iteration 36Q: 3 clusters Score -2949555 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2949620.750000 Penalty: 11649.206055
	Iteration 37Q: 3 clusters Score -2949621 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2949679.500000 Penalty: 11649.206055
	Iteration 38Q: 3 clusters Score -2949680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2949759.500000 Penalty: 11649.206055
	Iteration 39Q: 3 clusters Score -2949760 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2949845.750000 Penalty: 11649.206055
	Iteration 40F: 3 clusters Score -2949846 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2949906.250000 Penalty: 11649.206055
	Iteration 41Q: 3 clusters Score -2949906 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2949978.250000 Penalty: 11649.206055
	Iteration 42Q: 3 clusters Score -2949978 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2950033.000000 Penalty: 11649.206055
	Iteration 43Q: 3 clusters Score -2950033 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2950069.750000 Penalty: 11649.206055
	Iteration 44Q: 3 clusters Score -2950070 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2950117.750000 Penalty: 11649.206055
	Iteration 45Q: 3 clusters Score -2950118 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2950164.250000 Penalty: 11649.206055
	Iteration 46Q: 3 clusters Score -2950164 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2950206.000000 Penalty: 11649.206055
	Iteration 47Q: 3 clusters Score -2950206 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2950231.000000 Penalty: 11649.206055
	Iteration 48Q: 3 clusters Score -2950231 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2950280.500000 Penalty: 11649.206055
	Iteration 49Q: 3 clusters Score -2950280 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2950318.500000 Penalty: 11649.206055
	Iteration 50Q: 3 clusters Score -2950318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2950350.500000 Penalty: 11649.206055
	Iteration 51Q: 3 clusters Score -2950350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2950364.250000 Penalty: 11649.206055
	Iteration 52Q: 3 clusters Score -2950364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2950392.500000 Penalty: 11649.206055
	Iteration 53Q: 3 clusters Score -2950392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2950398.250000 Penalty: 11649.206055
	Iteration 54Q: 3 clusters Score -2950398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2950407.750000 Penalty: 11649.206055
	Iteration 55Q: 3 clusters Score -2950408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2950425.500000 Penalty: 11649.206055
	Iteration 56Q: 3 clusters Score -2950426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2950425.500000 Penalty: 11649.206055
	Iteration 57Q: 3 clusters Score -2950426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2950434.750000 Penalty: 11649.206055
	Iteration 58Q: 3 clusters Score -2950435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2950449.250000 Penalty: 11649.206055
	Iteration 59Q: 3 clusters Score -2950449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2950465.500000 Penalty: 11649.206055
	Iteration 60F: 3 clusters Score -2950466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2950477.250000 Penalty: 11649.206055
	Iteration 61Q: 3 clusters Score -2950477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2950478.250000 Penalty: 11649.206055
	Iteration 62Q: 3 clusters Score -2950478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2950487.500000 Penalty: 11649.206055
	Iteration 63Q: 3 clusters Score -2950488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2950491.500000 Penalty: 11649.206055
	Iteration 64Q: 3 clusters Score -2950492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2950494.500000 Penalty: 11649.206055
	Iteration 65Q: 3 clusters Score -2950494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2950495.000000 Penalty: 11649.206055
	Iteration 66Q: 3 clusters Score -2950495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2950499.250000 Penalty: 11649.206055
	Iteration 67Q: 3 clusters Score -2950499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2950502.250000 Penalty: 11649.206055
	Iteration 68Q: 3 clusters Score -2950502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2950503.000000 Penalty: 11649.206055
	Iteration 69Q: 3 clusters Score -2950503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2950509.000000 Penalty: 11649.206055
	Iteration 70Q: 3 clusters Score -2950509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2950513.000000 Penalty: 11649.206055
	Iteration 71Q: 3 clusters Score -2950513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2950518.750000 Penalty: 11649.206055
	Iteration 72Q: 3 clusters Score -2950519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2950517.000000 Penalty: 11649.206055
	Iteration 73Q: 3 clusters Score -2950517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2950519.750000 Penalty: 11649.206055
	Iteration 74Q: 3 clusters Score -2950520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2950526.500000 Penalty: 11649.206055
	Iteration 75Q: 3 clusters Score -2950526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2950526.000000 Penalty: 11649.206055
	Iteration 76Q: 3 clusters Score -2950526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2950525.250000 Penalty: 11649.206055
	Iteration 77Q: 3 clusters Score -2950525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2950532.750000 Penalty: 11649.206055
	Iteration 78Q: 3 clusters Score -2950533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2950532.500000 Penalty: 11649.206055
	Iteration 79Q: 3 clusters Score -2950532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2950536.500000 Penalty: 11649.206055
	Iteration 80F: 3 clusters Score -2950536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2950537.250000 Penalty: 11649.206055
	Iteration 81Q: 3 clusters Score -2950537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2950544.000000 Penalty: 11649.206055
	Iteration 82Q: 3 clusters Score -2950544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2950543.250000 Penalty: 11649.206055
	Iteration 83Q: 3 clusters Score -2950543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2950550.500000 Penalty: 11649.206055
	Iteration 84Q: 3 clusters Score -2950550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2950550.750000 Penalty: 11649.206055
	Iteration 85Q: 3 clusters Score -2950551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2950552.500000 Penalty: 11649.206055
	Iteration 86Q: 3 clusters Score -2950552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2950558.750000 Penalty: 11649.206055
	Iteration 87Q: 3 clusters Score -2950559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2950554.000000 Penalty: 11649.206055
	Iteration 88Q: 3 clusters Score -2950554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2950558.750000 Penalty: 11649.206055
	Iteration 89Q: 3 clusters Score -2950559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2950562.750000 Penalty: 11649.206055
	Iteration 90Q: 3 clusters Score -2950563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2950559.500000 Penalty: 11649.206055
	Iteration 91Q: 3 clusters Score -2950560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2950562.750000 Penalty: 11649.206055
	Iteration 92Q: 3 clusters Score -2950563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2950562.250000 Penalty: 11649.206055
	Iteration 93Q: 3 clusters Score -2950562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2950564.000000 Penalty: 11649.206055
	Iteration 94Q: 3 clusters Score -2950564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2950559.500000 Penalty: 11649.206055
	Iteration 95Q: 3 clusters Score -2950560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2950560.750000 Penalty: 11649.206055
	Iteration 96Q: 3 clusters Score -2950561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2950560.750000 Penalty: 11649.206055
	Iteration 97F: 3 clusters Score -2950561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Entering Unmasked Estep 
Score: -3575463.750000 Penalty: 5926.294434
	Iteration 0F: 2 clusters Score -3575464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3561486.000000 Penalty: 11852.588867
	Iteration 0F: 3 clusters Score -3561486 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3564877.250000 Penalty: 11852.588867
	Iteration 1F: 3 clusters Score -3564877 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3565610.000000 Penalty: 11852.588867
	Iteration 2F: 3 clusters Score -3565610 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3566254.000000 Penalty: 11852.588867
	Iteration 3F: 3 clusters Score -3566254 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3567002.500000 Penalty: 11852.588867
	Iteration 4F: 3 clusters Score -3567002 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3567800.500000 Penalty: 11852.588867
	Iteration 5F: 3 clusters Score -3567800 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3568636.500000 Penalty: 11852.588867
	Iteration 6F: 3 clusters Score -3568636 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3569484.500000 Penalty: 11852.588867
	Iteration 7F: 3 clusters Score -3569484 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3570196.750000 Penalty: 11852.588867
	Iteration 8F: 3 clusters Score -3570197 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3570702.750000 Penalty: 11852.588867
	Iteration 9Q: 3 clusters Score -3570703 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3571083.500000 Penalty: 11852.588867
	Iteration 10Q: 3 clusters Score -3571084 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3571354.750000 Penalty: 11852.588867
	Iteration 11Q: 3 clusters Score -3571355 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3571540.500000 Penalty: 11852.588867
	Iteration 12Q: 3 clusters Score -3571540 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3571690.750000 Penalty: 11852.588867
	Iteration 13Q: 3 clusters Score -3571691 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3571798.500000 Penalty: 11852.588867
	Iteration 14Q: 3 clusters Score -3571798 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3571882.250000 Penalty: 11852.588867
	Iteration 15Q: 3 clusters Score -3571882 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3571954.750000 Penalty: 11852.588867
	Iteration 16Q: 3 clusters Score -3571955 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3572006.250000 Penalty: 11852.588867
	Iteration 17Q: 3 clusters Score -3572006 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3572061.500000 Penalty: 11852.588867
	Iteration 18Q: 3 clusters Score -3572062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3572090.000000 Penalty: 11852.588867
	Iteration 19Q: 3 clusters Score -3572090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3572128.750000 Penalty: 11852.588867
	Iteration 20F: 3 clusters Score -3572129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3572157.250000 Penalty: 11852.588867
	Iteration 21Q: 3 clusters Score -3572157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3572168.500000 Penalty: 11852.588867
	Iteration 22Q: 3 clusters Score -3572168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3572186.250000 Penalty: 11852.588867
	Iteration 23Q: 3 clusters Score -3572186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3572206.000000 Penalty: 11852.588867
	Iteration 24Q: 3 clusters Score -3572206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3572219.500000 Penalty: 11852.588867
	Iteration 25Q: 3 clusters Score -3572220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3572229.500000 Penalty: 11852.588867
	Iteration 26Q: 3 clusters Score -3572230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3572245.000000 Penalty: 11852.588867
	Iteration 27Q: 3 clusters Score -3572245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3572254.000000 Penalty: 11852.588867
	Iteration 28Q: 3 clusters Score -3572254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3572254.250000 Penalty: 11852.588867
	Iteration 29Q: 3 clusters Score -3572254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3572260.750000 Penalty: 11852.588867
	Iteration 30Q: 3 clusters Score -3572261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3572267.000000 Penalty: 11852.588867
	Iteration 31Q: 3 clusters Score -3572267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3572265.750000 Penalty: 11852.588867
	Iteration 32Q: 3 clusters Score -3572266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3572257.000000 Penalty: 11852.588867
	Iteration 33Q: 3 clusters Score -3572257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3572269.500000 Penalty: 11852.588867
	Iteration 34Q: 3 clusters Score -3572270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3572269.500000 Penalty: 11852.588867
	Iteration 35Q: 3 clusters Score -3572270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3572272.500000 Penalty: 11852.588867
	Iteration 36Q: 3 clusters Score -3572272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3572282.250000 Penalty: 11852.588867
	Iteration 37Q: 3 clusters Score -3572282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3572286.500000 Penalty: 11852.588867
	Iteration 38Q: 3 clusters Score -3572286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3572290.750000 Penalty: 11852.588867
	Iteration 39Q: 3 clusters Score -3572291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3572301.250000 Penalty: 11852.588867
	Iteration 40F: 3 clusters Score -3572301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3572306.750000 Penalty: 11852.588867
	Iteration 41Q: 3 clusters Score -3572307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3572305.750000 Penalty: 11852.588867
	Iteration 42Q: 3 clusters Score -3572306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3572322.750000 Penalty: 11852.588867
	Iteration 43Q: 3 clusters Score -3572323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3572319.000000 Penalty: 11852.588867
	Iteration 44Q: 3 clusters Score -3572319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3572322.250000 Penalty: 11852.588867
	Iteration 45Q: 3 clusters Score -3572322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3572329.250000 Penalty: 11852.588867
	Iteration 46Q: 3 clusters Score -3572329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3572335.750000 Penalty: 11852.588867
	Iteration 47Q: 3 clusters Score -3572336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3572343.500000 Penalty: 11852.588867
	Iteration 48Q: 3 clusters Score -3572344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3572343.500000 Penalty: 11852.588867
	Iteration 49Q: 3 clusters Score -3572344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3572343.750000 Penalty: 11852.588867
	Iteration 50Q: 3 clusters Score -3572344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3572344.500000 Penalty: 11852.588867
	Iteration 51Q: 3 clusters Score -3572344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3572340.250000 Penalty: 11852.588867
	Iteration 52Q: 3 clusters Score -3572340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3572340.250000 Penalty: 11852.588867
	Iteration 53F: 3 clusters Score -3572340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Entering Unmasked Estep 
Score: -2141574.750000 Penalty: 5601.411621
	Iteration 0F: 2 clusters Score -2141575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2131774.750000 Penalty: 11202.823242
	Iteration 0F: 3 clusters Score -2131775 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2133794.500000 Penalty: 11202.823242
	Iteration 1F: 3 clusters Score -2133794 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2134231.000000 Penalty: 11202.823242
	Iteration 2F: 3 clusters Score -2134231 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2134489.000000 Penalty: 11202.823242
	Iteration 3Q: 3 clusters Score -2134489 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2134655.250000 Penalty: 11202.823242
	Iteration 4Q: 3 clusters Score -2134655 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2134771.750000 Penalty: 11202.823242
	Iteration 5Q: 3 clusters Score -2134772 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2134870.250000 Penalty: 11202.823242
	Iteration 6Q: 3 clusters Score -2134870 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2134959.250000 Penalty: 11202.823242
	Iteration 7Q: 3 clusters Score -2134959 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2135033.500000 Penalty: 11202.823242
	Iteration 8Q: 3 clusters Score -2135034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2135084.000000 Penalty: 11202.823242
	Iteration 9Q: 3 clusters Score -2135084 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2135142.750000 Penalty: 11202.823242
	Iteration 10Q: 3 clusters Score -2135143 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2135181.750000 Penalty: 11202.823242
	Iteration 11Q: 3 clusters Score -2135182 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2135225.000000 Penalty: 11202.823242
	Iteration 12Q: 3 clusters Score -2135225 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2135273.000000 Penalty: 11202.823242
	Iteration 13Q: 3 clusters Score -2135273 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2135331.250000 Penalty: 11202.823242
	Iteration 14Q: 3 clusters Score -2135331 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2135385.000000 Penalty: 11202.823242
	Iteration 15Q: 3 clusters Score -2135385 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2135442.000000 Penalty: 11202.823242
	Iteration 16Q: 3 clusters Score -2135442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2135491.750000 Penalty: 11202.823242
	Iteration 17Q: 3 clusters Score -2135492 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2135529.500000 Penalty: 11202.823242
	Iteration 18Q: 3 clusters Score -2135530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2135572.250000 Penalty: 11202.823242
	Iteration 19Q: 3 clusters Score -2135572 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2135607.750000 Penalty: 11202.823242
	Iteration 20F: 3 clusters Score -2135608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2135638.000000 Penalty: 11202.823242
	Iteration 21Q: 3 clusters Score -2135638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2135657.750000 Penalty: 11202.823242
	Iteration 22Q: 3 clusters Score -2135658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2135684.250000 Penalty: 11202.823242
	Iteration 23Q: 3 clusters Score -2135684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2135708.750000 Penalty: 11202.823242
	Iteration 24Q: 3 clusters Score -2135709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2135727.250000 Penalty: 11202.823242
	Iteration 25Q: 3 clusters Score -2135727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2135745.250000 Penalty: 11202.823242
	Iteration 26Q: 3 clusters Score -2135745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2135760.750000 Penalty: 11202.823242
	Iteration 27Q: 3 clusters Score -2135761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2135777.750000 Penalty: 11202.823242
	Iteration 28Q: 3 clusters Score -2135778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2135792.000000 Penalty: 11202.823242
	Iteration 29Q: 3 clusters Score -2135792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2135805.750000 Penalty: 11202.823242
	Iteration 30Q: 3 clusters Score -2135806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2135822.000000 Penalty: 11202.823242
	Iteration 31Q: 3 clusters Score -2135822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2135825.250000 Penalty: 11202.823242
	Iteration 32Q: 3 clusters Score -2135825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2135837.500000 Penalty: 11202.823242
	Iteration 33Q: 3 clusters Score -2135838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2135846.750000 Penalty: 11202.823242
	Iteration 34Q: 3 clusters Score -2135847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2135861.000000 Penalty: 11202.823242
	Iteration 35Q: 3 clusters Score -2135861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2135870.250000 Penalty: 11202.823242
	Iteration 36Q: 3 clusters Score -2135870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2135881.250000 Penalty: 11202.823242
	Iteration 37Q: 3 clusters Score -2135881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2135898.000000 Penalty: 11202.823242
	Iteration 38Q: 3 clusters Score -2135898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2135922.000000 Penalty: 11202.823242
	Iteration 39Q: 3 clusters Score -2135922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2135940.000000 Penalty: 11202.823242
	Iteration 40F: 3 clusters Score -2135940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2135969.250000 Penalty: 11202.823242
	Iteration 41Q: 3 clusters Score -2135969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2135987.250000 Penalty: 11202.823242
	Iteration 42Q: 3 clusters Score -2135987 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2136006.500000 Penalty: 11202.823242
	Iteration 43Q: 3 clusters Score -2136006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2136028.000000 Penalty: 11202.823242
	Iteration 44Q: 3 clusters Score -2136028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2136048.000000 Penalty: 11202.823242
	Iteration 45Q: 3 clusters Score -2136048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2136071.750000 Penalty: 11202.823242
	Iteration 46Q: 3 clusters Score -2136072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2136097.750000 Penalty: 11202.823242
	Iteration 47Q: 3 clusters Score -2136098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2136119.500000 Penalty: 11202.823242
	Iteration 48Q: 3 clusters Score -2136120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2136139.750000 Penalty: 11202.823242
	Iteration 49Q: 3 clusters Score -2136140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2136160.500000 Penalty: 11202.823242
	Iteration 50Q: 3 clusters Score -2136160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2136177.250000 Penalty: 11202.823242
	Iteration 51Q: 3 clusters Score -2136177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2136188.750000 Penalty: 11202.823242
	Iteration 52Q: 3 clusters Score -2136189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2136197.000000 Penalty: 11202.823242
	Iteration 53Q: 3 clusters Score -2136197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2136201.000000 Penalty: 11202.823242
	Iteration 54Q: 3 clusters Score -2136201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2136217.250000 Penalty: 11202.823242
	Iteration 55Q: 3 clusters Score -2136217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2136220.750000 Penalty: 11202.823242
	Iteration 56Q: 3 clusters Score -2136221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2136225.500000 Penalty: 11202.823242
	Iteration 57Q: 3 clusters Score -2136226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2136230.500000 Penalty: 11202.823242
	Iteration 58Q: 3 clusters Score -2136230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2136232.500000 Penalty: 11202.823242
	Iteration 59Q: 3 clusters Score -2136232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2136240.250000 Penalty: 11202.823242
	Iteration 60F: 3 clusters Score -2136240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2136246.250000 Penalty: 11202.823242
	Iteration 61Q: 3 clusters Score -2136246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2136250.000000 Penalty: 11202.823242
	Iteration 62Q: 3 clusters Score -2136250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2136257.000000 Penalty: 11202.823242
	Iteration 63Q: 3 clusters Score -2136257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2136263.750000 Penalty: 11202.823242
	Iteration 64Q: 3 clusters Score -2136264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2136274.500000 Penalty: 11202.823242
	Iteration 65Q: 3 clusters Score -2136274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2136278.500000 Penalty: 11202.823242
	Iteration 66Q: 3 clusters Score -2136278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2136281.750000 Penalty: 11202.823242
	Iteration 67Q: 3 clusters Score -2136282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2136291.500000 Penalty: 11202.823242
	Iteration 68Q: 3 clusters Score -2136292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2136298.500000 Penalty: 11202.823242
	Iteration 69Q: 3 clusters Score -2136298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2136301.750000 Penalty: 11202.823242
	Iteration 70Q: 3 clusters Score -2136302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2136302.000000 Penalty: 11202.823242
	Iteration 71Q: 3 clusters Score -2136302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2136311.000000 Penalty: 11202.823242
	Iteration 72Q: 3 clusters Score -2136311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2136306.750000 Penalty: 11202.823242
	Iteration 73Q: 3 clusters Score -2136307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2136313.250000 Penalty: 11202.823242
	Iteration 74Q: 3 clusters Score -2136313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2136323.500000 Penalty: 11202.823242
	Iteration 75Q: 3 clusters Score -2136324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2136326.750000 Penalty: 11202.823242
	Iteration 76Q: 3 clusters Score -2136327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2136330.250000 Penalty: 11202.823242
	Iteration 77Q: 3 clusters Score -2136330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2136335.750000 Penalty: 11202.823242
	Iteration 78Q: 3 clusters Score -2136336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2136341.000000 Penalty: 11202.823242
	Iteration 79Q: 3 clusters Score -2136341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2136340.500000 Penalty: 11202.823242
	Iteration 80F: 3 clusters Score -2136340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2136345.500000 Penalty: 11202.823242
	Iteration 81Q: 3 clusters Score -2136346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2136354.250000 Penalty: 11202.823242
	Iteration 82Q: 3 clusters Score -2136354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2136356.750000 Penalty: 11202.823242
	Iteration 83Q: 3 clusters Score -2136357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2136355.750000 Penalty: 11202.823242
	Iteration 84Q: 3 clusters Score -2136356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2136360.000000 Penalty: 11202.823242
	Iteration 85Q: 3 clusters Score -2136360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2136361.750000 Penalty: 11202.823242
	Iteration 86Q: 3 clusters Score -2136362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2136362.500000 Penalty: 11202.823242
	Iteration 87Q: 3 clusters Score -2136362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2136368.500000 Penalty: 11202.823242
	Iteration 88Q: 3 clusters Score -2136368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2136376.250000 Penalty: 11202.823242
	Iteration 89Q: 3 clusters Score -2136376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2136378.500000 Penalty: 11202.823242
	Iteration 90Q: 3 clusters Score -2136378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2136382.000000 Penalty: 11202.823242
	Iteration 91Q: 3 clusters Score -2136382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2136381.250000 Penalty: 11202.823242
	Iteration 92Q: 3 clusters Score -2136381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2136388.500000 Penalty: 11202.823242
	Iteration 93Q: 3 clusters Score -2136388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2136397.750000 Penalty: 11202.823242
	Iteration 94Q: 3 clusters Score -2136398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2136402.250000 Penalty: 11202.823242
	Iteration 95Q: 3 clusters Score -2136402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2136408.750000 Penalty: 11202.823242
	Iteration 96Q: 3 clusters Score -2136409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2136407.750000 Penalty: 11202.823242
	Iteration 97Q: 3 clusters Score -2136408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2136411.750000 Penalty: 11202.823242
	Iteration 98Q: 3 clusters Score -2136412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2136412.500000 Penalty: 11202.823242
	Iteration 99Q: 3 clusters Score -2136412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2136416.000000 Penalty: 11202.823242
	Iteration 100F: 3 clusters Score -2136416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2136414.750000 Penalty: 11202.823242
	Iteration 101Q: 3 clusters Score -2136415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2136415.750000 Penalty: 11202.823242
	Iteration 102Q: 3 clusters Score -2136416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2136417.250000 Penalty: 11202.823242
	Iteration 103Q: 3 clusters Score -2136417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2136414.250000 Penalty: 11202.823242
	Iteration 104Q: 3 clusters Score -2136414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2136415.250000 Penalty: 11202.823242
	Iteration 105Q: 3 clusters Score -2136415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2136421.250000 Penalty: 11202.823242
	Iteration 106Q: 3 clusters Score -2136421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2136424.750000 Penalty: 11202.823242
	Iteration 107Q: 3 clusters Score -2136425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2136425.750000 Penalty: 11202.823242
	Iteration 108Q: 3 clusters Score -2136426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2136433.000000 Penalty: 11202.823242
	Iteration 109Q: 3 clusters Score -2136433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2136440.750000 Penalty: 11202.823242
	Iteration 110Q: 3 clusters Score -2136441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2136446.000000 Penalty: 11202.823242
	Iteration 111Q: 3 clusters Score -2136446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2136444.000000 Penalty: 11202.823242
	Iteration 112Q: 3 clusters Score -2136444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2136447.500000 Penalty: 11202.823242
	Iteration 113Q: 3 clusters Score -2136448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2136457.500000 Penalty: 11202.823242
	Iteration 114Q: 3 clusters Score -2136458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2136454.000000 Penalty: 11202.823242
	Iteration 115Q: 3 clusters Score -2136454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2136459.000000 Penalty: 11202.823242
	Iteration 116Q: 3 clusters Score -2136459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2136456.750000 Penalty: 11202.823242
	Iteration 117Q: 3 clusters Score -2136457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2136461.000000 Penalty: 11202.823242
	Iteration 118Q: 3 clusters Score -2136461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2136463.250000 Penalty: 11202.823242
	Iteration 119Q: 3 clusters Score -2136463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2136462.000000 Penalty: 11202.823242
	Iteration 120F: 3 clusters Score -2136462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2136460.250000 Penalty: 11202.823242
	Iteration 121Q: 3 clusters Score -2136460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2136463.500000 Penalty: 11202.823242
	Iteration 122Q: 3 clusters Score -2136464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2136465.750000 Penalty: 11202.823242
	Iteration 123Q: 3 clusters Score -2136466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2136465.750000 Penalty: 11202.823242
	Iteration 124F: 3 clusters Score -2136466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Entering Unmasked Estep 
Score: -3810439.000000 Penalty: 5951.611816
	Iteration 0F: 2 clusters Score -3810439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -3796097.500000 Penalty: 11903.223633
	Iteration 0F: 3 clusters Score -3796098 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3799527.500000 Penalty: 11903.223633
	Iteration 1F: 3 clusters Score -3799528 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3800117.000000 Penalty: 11903.223633
	Iteration 2F: 3 clusters Score -3800117 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3800463.500000 Penalty: 11903.223633
	Iteration 3F: 3 clusters Score -3800464 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3800717.750000 Penalty: 11903.223633
	Iteration 4Q: 3 clusters Score -3800718 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3800895.000000 Penalty: 11903.223633
	Iteration 5Q: 3 clusters Score -3800895 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3801037.750000 Penalty: 11903.223633
	Iteration 6Q: 3 clusters Score -3801038 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3801148.000000 Penalty: 11903.223633
	Iteration 7Q: 3 clusters Score -3801148 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3801248.750000 Penalty: 11903.223633
	Iteration 8Q: 3 clusters Score -3801249 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3801338.750000 Penalty: 11903.223633
	Iteration 9Q: 3 clusters Score -3801339 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3801414.500000 Penalty: 11903.223633
	Iteration 10Q: 3 clusters Score -3801414 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3801482.250000 Penalty: 11903.223633
	Iteration 11Q: 3 clusters Score -3801482 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3801566.000000 Penalty: 11903.223633
	Iteration 12Q: 3 clusters Score -3801566 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3801616.500000 Penalty: 11903.223633
	Iteration 13Q: 3 clusters Score -3801616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3801669.500000 Penalty: 11903.223633
	Iteration 14Q: 3 clusters Score -3801670 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3801711.500000 Penalty: 11903.223633
	Iteration 15Q: 3 clusters Score -3801712 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3801752.000000 Penalty: 11903.223633
	Iteration 16Q: 3 clusters Score -3801752 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3801801.000000 Penalty: 11903.223633
	Iteration 17Q: 3 clusters Score -3801801 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3801828.500000 Penalty: 11903.223633
	Iteration 18Q: 3 clusters Score -3801828 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3801874.750000 Penalty: 11903.223633
	Iteration 19Q: 3 clusters Score -3801875 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3801912.500000 Penalty: 11903.223633
	Iteration 20F: 3 clusters Score -3801912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3801959.000000 Penalty: 11903.223633
	Iteration 21Q: 3 clusters Score -3801959 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3801979.250000 Penalty: 11903.223633
	Iteration 22Q: 3 clusters Score -3801979 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3802024.750000 Penalty: 11903.223633
	Iteration 23Q: 3 clusters Score -3802025 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3802056.250000 Penalty: 11903.223633
	Iteration 24Q: 3 clusters Score -3802056 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -3802099.250000 Penalty: 11903.223633
	Iteration 25Q: 3 clusters Score -3802099 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3802132.500000 Penalty: 11903.223633
	Iteration 26Q: 3 clusters Score -3802132 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3802172.500000 Penalty: 11903.223633
	Iteration 27Q: 3 clusters Score -3802172 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3802203.500000 Penalty: 11903.223633
	Iteration 28Q: 3 clusters Score -3802204 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3802244.500000 Penalty: 11903.223633
	Iteration 29Q: 3 clusters Score -3802244 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3802294.750000 Penalty: 11903.223633
	Iteration 30Q: 3 clusters Score -3802295 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3802323.750000 Penalty: 11903.223633
	Iteration 31Q: 3 clusters Score -3802324 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3802368.000000 Penalty: 11903.223633
	Iteration 32Q: 3 clusters Score -3802368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3802392.500000 Penalty: 11903.223633
	Iteration 33Q: 3 clusters Score -3802392 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3802439.750000 Penalty: 11903.223633
	Iteration 34Q: 3 clusters Score -3802440 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -3802460.500000 Penalty: 11903.223633
	Iteration 35Q: 3 clusters Score -3802460 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3802506.750000 Penalty: 11903.223633
	Iteration 36Q: 3 clusters Score -3802507 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3802545.250000 Penalty: 11903.223633
	Iteration 37Q: 3 clusters Score -3802545 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3802553.750000 Penalty: 11903.223633
	Iteration 38Q: 3 clusters Score -3802554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3802578.750000 Penalty: 11903.223633
	Iteration 39Q: 3 clusters Score -3802579 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3802612.000000 Penalty: 11903.223633
	Iteration 40F: 3 clusters Score -3802612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3802643.750000 Penalty: 11903.223633
	Iteration 41Q: 3 clusters Score -3802644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3802656.500000 Penalty: 11903.223633
	Iteration 42Q: 3 clusters Score -3802656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3802680.500000 Penalty: 11903.223633
	Iteration 43Q: 3 clusters Score -3802680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -3802690.750000 Penalty: 11903.223633
	Iteration 44Q: 3 clusters Score -3802691 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3802716.250000 Penalty: 11903.223633
	Iteration 45Q: 3 clusters Score -3802716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3802721.750000 Penalty: 11903.223633
	Iteration 46Q: 3 clusters Score -3802722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3802743.000000 Penalty: 11903.223633
	Iteration 47Q: 3 clusters Score -3802743 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3802767.000000 Penalty: 11903.223633
	Iteration 48Q: 3 clusters Score -3802767 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3802788.250000 Penalty: 11903.223633
	Iteration 49Q: 3 clusters Score -3802788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3802805.000000 Penalty: 11903.223633
	Iteration 50Q: 3 clusters Score -3802805 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3802800.250000 Penalty: 11903.223633
	Iteration 51Q: 3 clusters Score -3802800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3802820.000000 Penalty: 11903.223633
	Iteration 52Q: 3 clusters Score -3802820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3802840.750000 Penalty: 11903.223633
	Iteration 53Q: 3 clusters Score -3802841 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3802871.000000 Penalty: 11903.223633
	Iteration 54Q: 3 clusters Score -3802871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3802882.000000 Penalty: 11903.223633
	Iteration 55Q: 3 clusters Score -3802882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3802900.500000 Penalty: 11903.223633
	Iteration 56Q: 3 clusters Score -3802900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3802906.250000 Penalty: 11903.223633
	Iteration 57Q: 3 clusters Score -3802906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3802920.250000 Penalty: 11903.223633
	Iteration 58Q: 3 clusters Score -3802920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3802919.750000 Penalty: 11903.223633
	Iteration 59Q: 3 clusters Score -3802920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3802935.750000 Penalty: 11903.223633
	Iteration 60F: 3 clusters Score -3802936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3802944.250000 Penalty: 11903.223633
	Iteration 61Q: 3 clusters Score -3802944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3802958.250000 Penalty: 11903.223633
	Iteration 62Q: 3 clusters Score -3802958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3802975.000000 Penalty: 11903.223633
	Iteration 63Q: 3 clusters Score -3802975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3802981.000000 Penalty: 11903.223633
	Iteration 64Q: 3 clusters Score -3802981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3802984.500000 Penalty: 11903.223633
	Iteration 65Q: 3 clusters Score -3802984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3802996.000000 Penalty: 11903.223633
	Iteration 66Q: 3 clusters Score -3802996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3802991.500000 Penalty: 11903.223633
	Iteration 67Q: 3 clusters Score -3802992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3803003.250000 Penalty: 11903.223633
	Iteration 68Q: 3 clusters Score -3803003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3803001.750000 Penalty: 11903.223633
	Iteration 69Q: 3 clusters Score -3803002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3803001.000000 Penalty: 11903.223633
	Iteration 70Q: 3 clusters Score -3803001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3803011.750000 Penalty: 11903.223633
	Iteration 71Q: 3 clusters Score -3803012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3803011.000000 Penalty: 11903.223633
	Iteration 72Q: 3 clusters Score -3803011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3803015.000000 Penalty: 11903.223633
	Iteration 73Q: 3 clusters Score -3803015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3803015.500000 Penalty: 11903.223633
	Iteration 74Q: 3 clusters Score -3803016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3803014.750000 Penalty: 11903.223633
	Iteration 75Q: 3 clusters Score -3803015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3803008.500000 Penalty: 11903.223633
	Iteration 76Q: 3 clusters Score -3803008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3803010.750000 Penalty: 11903.223633
	Iteration 77Q: 3 clusters Score -3803011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3803011.750000 Penalty: 11903.223633
	Iteration 78Q: 3 clusters Score -3803012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3803010.000000 Penalty: 11903.223633
	Iteration 79Q: 3 clusters Score -3803010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3803011.250000 Penalty: 11903.223633
	Iteration 80F: 3 clusters Score -3803011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3803025.250000 Penalty: 11903.223633
	Iteration 81Q: 3 clusters Score -3803025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3803025.750000 Penalty: 11903.223633
	Iteration 82Q: 3 clusters Score -3803026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3803023.750000 Penalty: 11903.223633
	Iteration 83Q: 3 clusters Score -3803024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3803031.250000 Penalty: 11903.223633
	Iteration 84Q: 3 clusters Score -3803031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3803032.750000 Penalty: 11903.223633
	Iteration 85Q: 3 clusters Score -3803033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3803033.250000 Penalty: 11903.223633
	Iteration 86Q: 3 clusters Score -3803033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3803038.500000 Penalty: 11903.223633
	Iteration 87Q: 3 clusters Score -3803038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3803037.250000 Penalty: 11903.223633
	Iteration 88Q: 3 clusters Score -3803037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3803037.750000 Penalty: 11903.223633
	Iteration 89Q: 3 clusters Score -3803038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3803041.750000 Penalty: 11903.223633
	Iteration 90Q: 3 clusters Score -3803042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3803044.500000 Penalty: 11903.223633
	Iteration 91Q: 3 clusters Score -3803044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3803038.750000 Penalty: 11903.223633
	Iteration 92Q: 3 clusters Score -3803039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3803038.750000 Penalty: 11903.223633
	Iteration 93F: 3 clusters Score -3803039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Entering Unmasked Estep 
Score: -2305304.500000 Penalty: 5656.457520
	Iteration 0F: 2 clusters Score -2305304 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 5169 members 
Entering Unmasked Estep 
Score: -2294942.250000 Penalty: 11312.915039
	Iteration 0F: 3 clusters Score -2294942 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2297136.250000 Penalty: 11312.915039
	Iteration 1F: 3 clusters Score -2297136 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2297537.250000 Penalty: 11312.915039
	Iteration 2F: 3 clusters Score -2297537 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2297787.000000 Penalty: 11312.915039
	Iteration 3Q: 3 clusters Score -2297787 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2297963.750000 Penalty: 11312.915039
	Iteration 4Q: 3 clusters Score -2297964 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2298091.000000 Penalty: 11312.915039
	Iteration 5Q: 3 clusters Score -2298091 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2298195.500000 Penalty: 11312.915039
	Iteration 6Q: 3 clusters Score -2298196 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2298262.000000 Penalty: 11312.915039
	Iteration 7Q: 3 clusters Score -2298262 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2298316.500000 Penalty: 11312.915039
	Iteration 8Q: 3 clusters Score -2298316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2298366.000000 Penalty: 11312.915039
	Iteration 9Q: 3 clusters Score -2298366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2298428.000000 Penalty: 11312.915039
	Iteration 10Q: 3 clusters Score -2298428 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2298470.000000 Penalty: 11312.915039
	Iteration 11Q: 3 clusters Score -2298470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2298518.250000 Penalty: 11312.915039
	Iteration 12Q: 3 clusters Score -2298518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2298572.250000 Penalty: 11312.915039
	Iteration 13Q: 3 clusters Score -2298572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2298634.000000 Penalty: 11312.915039
	Iteration 14Q: 3 clusters Score -2298634 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2298715.250000 Penalty: 11312.915039
	Iteration 15Q: 3 clusters Score -2298715 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2298824.500000 Penalty: 11312.915039
	Iteration 16Q: 3 clusters Score -2298824 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2298957.500000 Penalty: 11312.915039
	Iteration 17Q: 3 clusters Score -2298958 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2299120.000000 Penalty: 11312.915039
	Iteration 18Q: 3 clusters Score -2299120 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2299325.000000 Penalty: 11312.915039
	Iteration 19Q: 3 clusters Score -2299325 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2299647.250000 Penalty: 11312.915039
	Iteration 20F: 3 clusters Score -2299647 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2300062.750000 Penalty: 11312.915039
	Iteration 21Q: 3 clusters Score -2300063 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2300514.500000 Penalty: 11312.915039
	Iteration 22Q: 3 clusters Score -2300514 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2300940.750000 Penalty: 11312.915039
	Iteration 23Q: 3 clusters Score -2300941 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2301450.250000 Penalty: 11312.915039
	Iteration 24Q: 3 clusters Score -2301450 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2301957.250000 Penalty: 11312.915039
	Iteration 25Q: 3 clusters Score -2301957 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2302400.750000 Penalty: 11312.915039
	Iteration 26Q: 3 clusters Score -2302401 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2302790.250000 Penalty: 11312.915039
	Iteration 27Q: 3 clusters Score -2302790 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2303066.000000 Penalty: 11312.915039
	Iteration 28Q: 3 clusters Score -2303066 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2303221.000000 Penalty: 11312.915039
	Iteration 29Q: 3 clusters Score -2303221 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2303322.000000 Penalty: 11312.915039
	Iteration 30Q: 3 clusters Score -2303322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2303372.250000 Penalty: 11312.915039
	Iteration 31Q: 3 clusters Score -2303372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2303415.250000 Penalty: 11312.915039
	Iteration 32Q: 3 clusters Score -2303415 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2303442.250000 Penalty: 11312.915039
	Iteration 33Q: 3 clusters Score -2303442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2303462.000000 Penalty: 11312.915039
	Iteration 34Q: 3 clusters Score -2303462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2303468.750000 Penalty: 11312.915039
	Iteration 35Q: 3 clusters Score -2303469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2303482.000000 Penalty: 11312.915039
	Iteration 36Q: 3 clusters Score -2303482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2303487.750000 Penalty: 11312.915039
	Iteration 37Q: 3 clusters Score -2303488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2303503.250000 Penalty: 11312.915039
	Iteration 38Q: 3 clusters Score -2303503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2303517.000000 Penalty: 11312.915039
	Iteration 39Q: 3 clusters Score -2303517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2303523.500000 Penalty: 11312.915039
	Iteration 40F: 3 clusters Score -2303524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2303519.000000 Penalty: 11312.915039
	Iteration 41Q: 3 clusters Score -2303519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2303533.750000 Penalty: 11312.915039
	Iteration 42Q: 3 clusters Score -2303534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2303536.500000 Penalty: 11312.915039
	Iteration 43Q: 3 clusters Score -2303536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2303541.500000 Penalty: 11312.915039
	Iteration 44Q: 3 clusters Score -2303542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2303543.500000 Penalty: 11312.915039
	Iteration 45Q: 3 clusters Score -2303544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2303545.000000 Penalty: 11312.915039
	Iteration 46Q: 3 clusters Score -2303545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2303546.250000 Penalty: 11312.915039
	Iteration 47Q: 3 clusters Score -2303546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2303546.250000 Penalty: 11312.915039
	Iteration 48F: 3 clusters Score -2303546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -536887.375000 Penalty: 4790.265137
	Iteration 0F: 2 clusters Score -536887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -531590.312500 Penalty: 9580.530273
	Iteration 0F: 3 clusters Score -531590.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -532347.500000 Penalty: 9580.530273
	Iteration 1F: 3 clusters Score -532347.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -532648.625000 Penalty: 9580.530273
	Iteration 2F: 3 clusters Score -532648.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -532855.875000 Penalty: 9580.530273
	Iteration 3Q: 3 clusters Score -532855.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -533080.937500 Penalty: 9580.530273
	Iteration 4Q: 3 clusters Score -533080.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -533408.250000 Penalty: 9580.530273
	Iteration 5Q: 3 clusters Score -533408.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -533688.500000 Penalty: 9580.530273
	Iteration 6Q: 3 clusters Score -533688.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -533947.562500 Penalty: 9580.530273
	Iteration 7Q: 3 clusters Score -533947.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -534113.437500 Penalty: 9580.530273
	Iteration 8Q: 3 clusters Score -534113.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -534260.875000 Penalty: 9580.530273
	Iteration 9Q: 3 clusters Score -534260.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -534383.312500 Penalty: 9580.530273
	Iteration 10Q: 3 clusters Score -534383.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -534480.687500 Penalty: 9580.530273
	Iteration 11Q: 3 clusters Score -534480.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -534561.250000 Penalty: 9580.530273
	Iteration 12Q: 3 clusters Score -534561.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -534616.062500 Penalty: 9580.530273
	Iteration 13Q: 3 clusters Score -534616.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -534649.750000 Penalty: 9580.530273
	Iteration 14Q: 3 clusters Score -534649.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -534668.437500 Penalty: 9580.530273
	Iteration 15Q: 3 clusters Score -534668.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -534684.062500 Penalty: 9580.530273
	Iteration 16Q: 3 clusters Score -534684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -534689.250000 Penalty: 9580.530273
	Iteration 17Q: 3 clusters Score -534689.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -534694.000000 Penalty: 9580.530273
	Iteration 18Q: 3 clusters Score -534694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -534696.312500 Penalty: 9580.530273
	Iteration 19Q: 3 clusters Score -534696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -534701.125000 Penalty: 9580.530273
	Iteration 20F: 3 clusters Score -534701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -534712.187500 Penalty: 9580.530273
	Iteration 21Q: 3 clusters Score -534712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -534719.937500 Penalty: 9580.530273
	Iteration 22Q: 3 clusters Score -534719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -534730.187500 Penalty: 9580.530273
	Iteration 23Q: 3 clusters Score -534730.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -534742.375000 Penalty: 9580.530273
	Iteration 24Q: 3 clusters Score -534742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -534749.312500 Penalty: 9580.530273
	Iteration 25Q: 3 clusters Score -534749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -534752.437500 Penalty: 9580.530273
	Iteration 26Q: 3 clusters Score -534752.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -534752.437500 Penalty: 9580.530273
	Iteration 27F: 3 clusters Score -534752.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Entering Unmasked Estep 
Score: -14499873.000000 Penalty: 6776.907227
	Iteration 0F: 2 clusters Score -1.449987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -14455537.000000 Penalty: 13553.814453
	Iteration 0F: 3 clusters Score -1.445554e+07 nChanged 28334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -14470648.000000 Penalty: 13553.814453
	Iteration 1F: 3 clusters Score -1.447065e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -14471594.000000 Penalty: 13553.814453
	Iteration 2Q: 3 clusters Score -1.447159e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -14472266.000000 Penalty: 13553.814453
	Iteration 3Q: 3 clusters Score -1.447227e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -14472933.000000 Penalty: 13553.814453
	Iteration 4Q: 3 clusters Score -1.447293e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -14473612.000000 Penalty: 13553.814453
	Iteration 5Q: 3 clusters Score -1.447361e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -14474375.000000 Penalty: 13553.814453
	Iteration 6Q: 3 clusters Score -1.447438e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -14475550.000000 Penalty: 13553.814453
	Iteration 7Q: 3 clusters Score -1.447555e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -14477150.000000 Penalty: 13553.814453
	Iteration 8Q: 3 clusters Score -1.447715e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -14479706.000000 Penalty: 13553.814453
	Iteration 9F: 3 clusters Score -1.447971e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -14482949.000000 Penalty: 13553.814453
	Iteration 10F: 3 clusters Score -1.448295e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -14486415.000000 Penalty: 13553.814453
	Iteration 11F: 3 clusters Score -1.448642e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -14489426.000000 Penalty: 13553.814453
	Iteration 12F: 3 clusters Score -1.448943e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -14491325.000000 Penalty: 13553.814453
	Iteration 13Q: 3 clusters Score -1.449132e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -14492540.000000 Penalty: 13553.814453
	Iteration 14Q: 3 clusters Score -1.449254e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -14493152.000000 Penalty: 13553.814453
	Iteration 15Q: 3 clusters Score -1.449315e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -14493473.000000 Penalty: 13553.814453
	Iteration 16Q: 3 clusters Score -1.449347e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -14493638.000000 Penalty: 13553.814453
	Iteration 17Q: 3 clusters Score -1.449364e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -14493743.000000 Penalty: 13553.814453
	Iteration 18Q: 3 clusters Score -1.449374e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -14493813.000000 Penalty: 13553.814453
	Iteration 19Q: 3 clusters Score -1.449381e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -14493868.000000 Penalty: 13553.814453
	Iteration 20F: 3 clusters Score -1.449387e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -14493900.000000 Penalty: 13553.814453
	Iteration 21Q: 3 clusters Score -1.44939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -14493926.000000 Penalty: 13553.814453
	Iteration 22Q: 3 clusters Score -1.449393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -14493946.000000 Penalty: 13553.814453
	Iteration 23Q: 3 clusters Score -1.449395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -14493961.000000 Penalty: 13553.814453
	Iteration 24Q: 3 clusters Score -1.449396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -14493968.000000 Penalty: 13553.814453
	Iteration 25Q: 3 clusters Score -1.449397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -14493978.000000 Penalty: 13553.814453
	Iteration 26Q: 3 clusters Score -1.449398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -14493986.000000 Penalty: 13553.814453
	Iteration 27Q: 3 clusters Score -1.449399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -14494000.000000 Penalty: 13553.814453
	Iteration 28Q: 3 clusters Score -1.4494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -14493985.000000 Penalty: 13553.814453
	Iteration 29Q: 3 clusters Score -1.449398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -14493984.000000 Penalty: 13553.814453
	Iteration 30Q: 3 clusters Score -1.449398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -14494011.000000 Penalty: 13553.814453
	Iteration 31Q: 3 clusters Score -1.449401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -14494018.000000 Penalty: 13553.814453
	Iteration 32Q: 3 clusters Score -1.449402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -14494018.000000 Penalty: 13553.814453
	Iteration 33Q: 3 clusters Score -1.449402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -14494031.000000 Penalty: 13553.814453
	Iteration 34Q: 3 clusters Score -1.449403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -14494037.000000 Penalty: 13553.814453
	Iteration 35Q: 3 clusters Score -1.449404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -14494035.000000 Penalty: 13553.814453
	Iteration 36Q: 3 clusters Score -1.449404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 63080 members 
Entering Unmasked Estep 
Score: -14494049.000000 Penalty: 13553.814453
	Iteration 37Q: 3 clusters Score -1.449405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -14494051.000000 Penalty: 13553.814453
	Iteration 38Q: 3 clusters Score -1.449405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -14494058.000000 Penalty: 13553.814453
	Iteration 39Q: 3 clusters Score -1.449406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -14494056.000000 Penalty: 13553.814453
	Iteration 40F: 3 clusters Score -1.449406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -14494056.000000 Penalty: 13553.814453
	Iteration 41Q: 3 clusters Score -1.449406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -14494052.000000 Penalty: 13553.814453
	Iteration 42Q: 3 clusters Score -1.449405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -14494065.000000 Penalty: 13553.814453
	Iteration 43Q: 3 clusters Score -1.449406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -14494063.000000 Penalty: 13553.814453
	Iteration 44Q: 3 clusters Score -1.449406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -14494067.000000 Penalty: 13553.814453
	Iteration 45Q: 3 clusters Score -1.449407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -14494065.000000 Penalty: 13553.814453
	Iteration 46Q: 3 clusters Score -1.449406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -14494066.000000 Penalty: 13553.814453
	Iteration 47Q: 3 clusters Score -1.449407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -14494066.000000 Penalty: 13553.814453
	Iteration 48Q: 3 clusters Score -1.449407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -14494066.000000 Penalty: 13553.814453
	Iteration 49Q: 3 clusters Score -1.449407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -14494066.000000 Penalty: 13553.814453
	Iteration 50F: 3 clusters Score -1.449407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117836 members 
Entering Unmasked Estep 
Score: -26776974.000000 Penalty: 7152.192383
	Iteration 0F: 2 clusters Score -2.677697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -26696958.000000 Penalty: 14304.384766
	Iteration 0F: 3 clusters Score -2.669696e+07 nChanged 54202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -26726476.000000 Penalty: 14304.384766
	Iteration 1F: 3 clusters Score -2.672648e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -26727674.000000 Penalty: 14304.384766
	Iteration 2Q: 3 clusters Score -2.672767e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -26728510.000000 Penalty: 14304.384766
	Iteration 3Q: 3 clusters Score -2.672851e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -26729582.000000 Penalty: 14304.384766
	Iteration 4Q: 3 clusters Score -2.672958e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -26730400.000000 Penalty: 14304.384766
	Iteration 5Q: 3 clusters Score -2.67304e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -26731314.000000 Penalty: 14304.384766
	Iteration 6Q: 3 clusters Score -2.673131e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -26732228.000000 Penalty: 14304.384766
	Iteration 7Q: 3 clusters Score -2.673223e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -26733652.000000 Penalty: 14304.384766
	Iteration 8Q: 3 clusters Score -2.673365e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -26735436.000000 Penalty: 14304.384766
	Iteration 9Q: 3 clusters Score -2.673544e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -26738404.000000 Penalty: 14304.384766
	Iteration 10Q: 3 clusters Score -2.67384e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -26743104.000000 Penalty: 14304.384766
	Iteration 11F: 3 clusters Score -2.67431e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93377 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -26749394.000000 Penalty: 14304.384766
	Iteration 12F: 3 clusters Score -2.674939e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -26756736.000000 Penalty: 14304.384766
	Iteration 13F: 3 clusters Score -2.675674e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109068 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -26763118.000000 Penalty: 14304.384766
	Iteration 14F: 3 clusters Score -2.676312e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113576 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -26767074.000000 Penalty: 14304.384766
	Iteration 15Q: 3 clusters Score -2.676707e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115679 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -26768970.000000 Penalty: 14304.384766
	Iteration 16Q: 3 clusters Score -2.676897e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116480 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -26769688.000000 Penalty: 14304.384766
	Iteration 17Q: 3 clusters Score -2.676969e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -26770044.000000 Penalty: 14304.384766
	Iteration 18Q: 3 clusters Score -2.677004e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116955 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -26770266.000000 Penalty: 14304.384766
	Iteration 19Q: 3 clusters Score -2.677027e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117024 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -26770362.000000 Penalty: 14304.384766
	Iteration 20F: 3 clusters Score -2.677036e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -26770470.000000 Penalty: 14304.384766
	Iteration 21Q: 3 clusters Score -2.677047e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -26770488.000000 Penalty: 14304.384766
	Iteration 22Q: 3 clusters Score -2.677049e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117129 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -26770534.000000 Penalty: 14304.384766
	Iteration 23Q: 3 clusters Score -2.677053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117145 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -26770546.000000 Penalty: 14304.384766
	Iteration 24Q: 3 clusters Score -2.677055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117155 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -26770574.000000 Penalty: 14304.384766
	Iteration 25Q: 3 clusters Score -2.677057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117162 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -26770580.000000 Penalty: 14304.384766
	Iteration 26Q: 3 clusters Score -2.677058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117163 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -26770570.000000 Penalty: 14304.384766
	Iteration 27Q: 3 clusters Score -2.677057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117164 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -26770598.000000 Penalty: 14304.384766
	Iteration 28Q: 3 clusters Score -2.67706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117164 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -26770598.000000 Penalty: 14304.384766
	Iteration 29F: 3 clusters Score -2.67706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Entering Unmasked Estep 
Score: -13288249.000000 Penalty: 6724.889160
	Iteration 0F: 2 clusters Score -1.328825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -13247163.000000 Penalty: 13449.778320
	Iteration 0F: 3 clusters Score -1.324716e+07 nChanged 25959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -13260876.000000 Penalty: 13449.778320
	Iteration 1F: 3 clusters Score -1.326088e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -13261759.000000 Penalty: 13449.778320
	Iteration 2Q: 3 clusters Score -1.326176e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -13262589.000000 Penalty: 13449.778320
	Iteration 3Q: 3 clusters Score -1.326259e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -13263357.000000 Penalty: 13449.778320
	Iteration 4Q: 3 clusters Score -1.326336e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -13264208.000000 Penalty: 13449.778320
	Iteration 5Q: 3 clusters Score -1.326421e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -13265199.000000 Penalty: 13449.778320
	Iteration 6Q: 3 clusters Score -1.32652e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -13266527.000000 Penalty: 13449.778320
	Iteration 7Q: 3 clusters Score -1.326653e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -13268474.000000 Penalty: 13449.778320
	Iteration 8F: 3 clusters Score -1.326847e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -13271068.000000 Penalty: 13449.778320
	Iteration 9F: 3 clusters Score -1.327107e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -13274048.000000 Penalty: 13449.778320
	Iteration 10F: 3 clusters Score -1.327405e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -13276999.000000 Penalty: 13449.778320
	Iteration 11F: 3 clusters Score -1.3277e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -13279160.000000 Penalty: 13449.778320
	Iteration 12Q: 3 clusters Score -1.327916e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -13280410.000000 Penalty: 13449.778320
	Iteration 13Q: 3 clusters Score -1.328041e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -13281182.000000 Penalty: 13449.778320
	Iteration 14Q: 3 clusters Score -1.328118e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -13281634.000000 Penalty: 13449.778320
	Iteration 15Q: 3 clusters Score -1.328163e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -13281853.000000 Penalty: 13449.778320
	Iteration 16Q: 3 clusters Score -1.328185e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -13282115.000000 Penalty: 13449.778320
	Iteration 17Q: 3 clusters Score -1.328212e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -13282259.000000 Penalty: 13449.778320
	Iteration 18Q: 3 clusters Score -1.328226e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -13282387.000000 Penalty: 13449.778320
	Iteration 19Q: 3 clusters Score -1.328239e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -13282444.000000 Penalty: 13449.778320
	Iteration 20F: 3 clusters Score -1.328244e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -13282508.000000 Penalty: 13449.778320
	Iteration 21Q: 3 clusters Score -1.328251e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13282552.000000 Penalty: 13449.778320
	Iteration 22Q: 3 clusters Score -1.328255e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -13282590.000000 Penalty: 13449.778320
	Iteration 23Q: 3 clusters Score -1.328259e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -13282615.000000 Penalty: 13449.778320
	Iteration 24Q: 3 clusters Score -1.328262e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -13282622.000000 Penalty: 13449.778320
	Iteration 25Q: 3 clusters Score -1.328262e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -13282633.000000 Penalty: 13449.778320
	Iteration 26Q: 3 clusters Score -1.328263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -13282631.000000 Penalty: 13449.778320
	Iteration 27Q: 3 clusters Score -1.328263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13282622.000000 Penalty: 13449.778320
	Iteration 28Q: 3 clusters Score -1.328262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -13282654.000000 Penalty: 13449.778320
	Iteration 29Q: 3 clusters Score -1.328265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -13282658.000000 Penalty: 13449.778320
	Iteration 30Q: 3 clusters Score -1.328266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -13282654.000000 Penalty: 13449.778320
	Iteration 31Q: 3 clusters Score -1.328265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13282655.000000 Penalty: 13449.778320
	Iteration 32Q: 3 clusters Score -1.328266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13282676.000000 Penalty: 13449.778320
	Iteration 33Q: 3 clusters Score -1.328268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13282681.000000 Penalty: 13449.778320
	Iteration 34Q: 3 clusters Score -1.328268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -13282682.000000 Penalty: 13449.778320
	Iteration 35Q: 3 clusters Score -1.328268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13282684.000000 Penalty: 13449.778320
	Iteration 36Q: 3 clusters Score -1.328268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13282673.000000 Penalty: 13449.778320
	Iteration 37Q: 3 clusters Score -1.328267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -13282673.000000 Penalty: 13449.778320
	Iteration 38Q: 3 clusters Score -1.328267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -13282670.000000 Penalty: 13449.778320
	Iteration 39Q: 3 clusters Score -1.328267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13282670.000000 Penalty: 13449.778320
	Iteration 40F: 3 clusters Score -1.328267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -13282676.000000 Penalty: 13449.778320
	Iteration 41Q: 3 clusters Score -1.328268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13282665.000000 Penalty: 13449.778320
	Iteration 42Q: 3 clusters Score -1.328266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13282665.000000 Penalty: 13449.778320
	Iteration 43F: 3 clusters Score -1.328266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Entering Unmasked Estep 
Score: -3318947.500000 Penalty: 5872.790527
	Iteration 0F: 2 clusters Score -3318948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3305743.750000 Penalty: 11745.581055
	Iteration 0F: 3 clusters Score -3305744 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3308828.000000 Penalty: 11745.581055
	Iteration 1F: 3 clusters Score -3308828 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3309329.750000 Penalty: 11745.581055
	Iteration 2F: 3 clusters Score -3309330 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3309648.000000 Penalty: 11745.581055
	Iteration 3Q: 3 clusters Score -3309648 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3309843.000000 Penalty: 11745.581055
	Iteration 4Q: 3 clusters Score -3309843 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3309996.000000 Penalty: 11745.581055
	Iteration 5Q: 3 clusters Score -3309996 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3310119.500000 Penalty: 11745.581055
	Iteration 6Q: 3 clusters Score -3310120 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3310193.250000 Penalty: 11745.581055
	Iteration 7Q: 3 clusters Score -3310193 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3310274.000000 Penalty: 11745.581055
	Iteration 8Q: 3 clusters Score -3310274 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3310332.250000 Penalty: 11745.581055
	Iteration 9Q: 3 clusters Score -3310332 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3310385.250000 Penalty: 11745.581055
	Iteration 10Q: 3 clusters Score -3310385 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3310459.250000 Penalty: 11745.581055
	Iteration 11Q: 3 clusters Score -3310459 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3310496.750000 Penalty: 11745.581055
	Iteration 12Q: 3 clusters Score -3310497 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3310543.500000 Penalty: 11745.581055
	Iteration 13Q: 3 clusters Score -3310544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3310587.750000 Penalty: 11745.581055
	Iteration 14Q: 3 clusters Score -3310588 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3310636.750000 Penalty: 11745.581055
	Iteration 15Q: 3 clusters Score -3310637 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3310657.750000 Penalty: 11745.581055
	Iteration 16Q: 3 clusters Score -3310658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3310686.250000 Penalty: 11745.581055
	Iteration 17Q: 3 clusters Score -3310686 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3310714.500000 Penalty: 11745.581055
	Iteration 18Q: 3 clusters Score -3310714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3310731.000000 Penalty: 11745.581055
	Iteration 19Q: 3 clusters Score -3310731 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3310769.000000 Penalty: 11745.581055
	Iteration 20F: 3 clusters Score -3310769 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3310794.750000 Penalty: 11745.581055
	Iteration 21Q: 3 clusters Score -3310795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3310801.750000 Penalty: 11745.581055
	Iteration 22Q: 3 clusters Score -3310802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3310820.000000 Penalty: 11745.581055
	Iteration 23Q: 3 clusters Score -3310820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -3310854.000000 Penalty: 11745.581055
	Iteration 24Q: 3 clusters Score -3310854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -3310864.750000 Penalty: 11745.581055
	Iteration 25Q: 3 clusters Score -3310865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3310874.250000 Penalty: 11745.581055
	Iteration 26Q: 3 clusters Score -3310874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -3310879.250000 Penalty: 11745.581055
	Iteration 27Q: 3 clusters Score -3310879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3310885.000000 Penalty: 11745.581055
	Iteration 28Q: 3 clusters Score -3310885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3310896.750000 Penalty: 11745.581055
	Iteration 29Q: 3 clusters Score -3310897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3310902.000000 Penalty: 11745.581055
	Iteration 30Q: 3 clusters Score -3310902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3310915.250000 Penalty: 11745.581055
	Iteration 31Q: 3 clusters Score -3310915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -3310918.250000 Penalty: 11745.581055
	Iteration 32Q: 3 clusters Score -3310918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3310939.750000 Penalty: 11745.581055
	Iteration 33Q: 3 clusters Score -3310940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3310937.750000 Penalty: 11745.581055
	Iteration 34Q: 3 clusters Score -3310938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3310953.250000 Penalty: 11745.581055
	Iteration 35Q: 3 clusters Score -3310953 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3310969.000000 Penalty: 11745.581055
	Iteration 36Q: 3 clusters Score -3310969 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3310976.750000 Penalty: 11745.581055
	Iteration 37Q: 3 clusters Score -3310977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3310986.000000 Penalty: 11745.581055
	Iteration 38Q: 3 clusters Score -3310986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3311015.000000 Penalty: 11745.581055
	Iteration 39Q: 3 clusters Score -3311015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3311038.000000 Penalty: 11745.581055
	Iteration 40F: 3 clusters Score -3311038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3311055.000000 Penalty: 11745.581055
	Iteration 41Q: 3 clusters Score -3311055 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3311084.000000 Penalty: 11745.581055
	Iteration 42Q: 3 clusters Score -3311084 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3311117.250000 Penalty: 11745.581055
	Iteration 43Q: 3 clusters Score -3311117 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3311144.500000 Penalty: 11745.581055
	Iteration 44Q: 3 clusters Score -3311144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3311168.000000 Penalty: 11745.581055
	Iteration 45Q: 3 clusters Score -3311168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -3311200.250000 Penalty: 11745.581055
	Iteration 46Q: 3 clusters Score -3311200 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3311246.750000 Penalty: 11745.581055
	Iteration 47Q: 3 clusters Score -3311247 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3311285.250000 Penalty: 11745.581055
	Iteration 48Q: 3 clusters Score -3311285 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3311326.750000 Penalty: 11745.581055
	Iteration 49Q: 3 clusters Score -3311327 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3311378.000000 Penalty: 11745.581055
	Iteration 50Q: 3 clusters Score -3311378 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3311428.500000 Penalty: 11745.581055
	Iteration 51Q: 3 clusters Score -3311428 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3311490.000000 Penalty: 11745.581055
	Iteration 52Q: 3 clusters Score -3311490 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3311542.250000 Penalty: 11745.581055
	Iteration 53Q: 3 clusters Score -3311542 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3311615.000000 Penalty: 11745.581055
	Iteration 54Q: 3 clusters Score -3311615 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3311703.250000 Penalty: 11745.581055
	Iteration 55Q: 3 clusters Score -3311703 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3311773.000000 Penalty: 11745.581055
	Iteration 56Q: 3 clusters Score -3311773 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3311854.500000 Penalty: 11745.581055
	Iteration 57Q: 3 clusters Score -3311854 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -3311988.750000 Penalty: 11745.581055
	Iteration 58Q: 3 clusters Score -3311989 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3312106.000000 Penalty: 11745.581055
	Iteration 59Q: 3 clusters Score -3312106 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3312218.000000 Penalty: 11745.581055
	Iteration 60F: 3 clusters Score -3312218 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3312364.250000 Penalty: 11745.581055
	Iteration 61Q: 3 clusters Score -3312364 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3312536.750000 Penalty: 11745.581055
	Iteration 62Q: 3 clusters Score -3312537 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3312744.500000 Penalty: 11745.581055
	Iteration 63Q: 3 clusters Score -3312744 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3312939.000000 Penalty: 11745.581055
	Iteration 64Q: 3 clusters Score -3312939 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3313153.250000 Penalty: 11745.581055
	Iteration 65Q: 3 clusters Score -3313153 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3313314.250000 Penalty: 11745.581055
	Iteration 66Q: 3 clusters Score -3313314 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3313457.250000 Penalty: 11745.581055
	Iteration 67Q: 3 clusters Score -3313457 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3313573.000000 Penalty: 11745.581055
	Iteration 68Q: 3 clusters Score -3313573 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3313688.500000 Penalty: 11745.581055
	Iteration 69Q: 3 clusters Score -3313688 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3313757.250000 Penalty: 11745.581055
	Iteration 70Q: 3 clusters Score -3313757 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3313809.750000 Penalty: 11745.581055
	Iteration 71Q: 3 clusters Score -3313810 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3313837.750000 Penalty: 11745.581055
	Iteration 72Q: 3 clusters Score -3313838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3313866.000000 Penalty: 11745.581055
	Iteration 73Q: 3 clusters Score -3313866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3313872.250000 Penalty: 11745.581055
	Iteration 74Q: 3 clusters Score -3313872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3313884.000000 Penalty: 11745.581055
	Iteration 75Q: 3 clusters Score -3313884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3313894.500000 Penalty: 11745.581055
	Iteration 76Q: 3 clusters Score -3313894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3313902.500000 Penalty: 11745.581055
	Iteration 77Q: 3 clusters Score -3313902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3313912.250000 Penalty: 11745.581055
	Iteration 78Q: 3 clusters Score -3313912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3313913.000000 Penalty: 11745.581055
	Iteration 79Q: 3 clusters Score -3313913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3313927.000000 Penalty: 11745.581055
	Iteration 80F: 3 clusters Score -3313927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3313926.000000 Penalty: 11745.581055
	Iteration 81Q: 3 clusters Score -3313926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3313921.000000 Penalty: 11745.581055
	Iteration 82Q: 3 clusters Score -3313921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3313919.250000 Penalty: 11745.581055
	Iteration 83Q: 3 clusters Score -3313919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3313924.250000 Penalty: 11745.581055
	Iteration 84Q: 3 clusters Score -3313924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3313926.750000 Penalty: 11745.581055
	Iteration 85Q: 3 clusters Score -3313927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3313925.750000 Penalty: 11745.581055
	Iteration 86Q: 3 clusters Score -3313926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3313931.250000 Penalty: 11745.581055
	Iteration 87Q: 3 clusters Score -3313931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3313927.750000 Penalty: 11745.581055
	Iteration 88Q: 3 clusters Score -3313928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -3313923.750000 Penalty: 11745.581055
	Iteration 89Q: 3 clusters Score -3313924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3313923.500000 Penalty: 11745.581055
	Iteration 90Q: 3 clusters Score -3313924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3313923.500000 Penalty: 11745.581055
	Iteration 91F: 3 clusters Score -3313924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Entering Unmasked Estep 
Score: -17319102.000000 Penalty: 6882.501465
	Iteration 0F: 2 clusters Score -1.73191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -17266654.000000 Penalty: 13765.002930
	Iteration 0F: 3 clusters Score -1.726665e+07 nChanged 34375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -17285498.000000 Penalty: 13765.002930
	Iteration 1F: 3 clusters Score -1.72855e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -17286680.000000 Penalty: 13765.002930
	Iteration 2Q: 3 clusters Score -1.728668e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -17287710.000000 Penalty: 13765.002930
	Iteration 3Q: 3 clusters Score -1.728771e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -17288746.000000 Penalty: 13765.002930
	Iteration 4Q: 3 clusters Score -1.728875e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -17289560.000000 Penalty: 13765.002930
	Iteration 5Q: 3 clusters Score -1.728956e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -17290324.000000 Penalty: 13765.002930
	Iteration 6Q: 3 clusters Score -1.729032e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -17291006.000000 Penalty: 13765.002930
	Iteration 7Q: 3 clusters Score -1.729101e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -17291874.000000 Penalty: 13765.002930
	Iteration 8Q: 3 clusters Score -1.729187e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -17292766.000000 Penalty: 13765.002930
	Iteration 9Q: 3 clusters Score -1.729277e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -17293852.000000 Penalty: 13765.002930
	Iteration 10Q: 3 clusters Score -1.729385e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -17295394.000000 Penalty: 13765.002930
	Iteration 11Q: 3 clusters Score -1.729539e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -17297274.000000 Penalty: 13765.002930
	Iteration 12Q: 3 clusters Score -1.729727e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -17299420.000000 Penalty: 13765.002930
	Iteration 13F: 3 clusters Score -1.729942e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -17301560.000000 Penalty: 13765.002930
	Iteration 14Q: 3 clusters Score -1.730156e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -17303614.000000 Penalty: 13765.002930
	Iteration 15Q: 3 clusters Score -1.730361e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -17305634.000000 Penalty: 13765.002930
	Iteration 16Q: 3 clusters Score -1.730563e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -17307720.000000 Penalty: 13765.002930
	Iteration 17Q: 3 clusters Score -1.730772e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -17309526.000000 Penalty: 13765.002930
	Iteration 18Q: 3 clusters Score -1.730953e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71581 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -17310886.000000 Penalty: 13765.002930
	Iteration 19Q: 3 clusters Score -1.731089e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -17311832.000000 Penalty: 13765.002930
	Iteration 20F: 3 clusters Score -1.731183e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -17312474.000000 Penalty: 13765.002930
	Iteration 21Q: 3 clusters Score -1.731247e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -17312884.000000 Penalty: 13765.002930
	Iteration 22Q: 3 clusters Score -1.731288e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -17313154.000000 Penalty: 13765.002930
	Iteration 23Q: 3 clusters Score -1.731315e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -17313298.000000 Penalty: 13765.002930
	Iteration 24Q: 3 clusters Score -1.73133e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -17313372.000000 Penalty: 13765.002930
	Iteration 25Q: 3 clusters Score -1.731337e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -17313464.000000 Penalty: 13765.002930
	Iteration 26Q: 3 clusters Score -1.731346e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -17313484.000000 Penalty: 13765.002930
	Iteration 27Q: 3 clusters Score -1.731348e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -17313506.000000 Penalty: 13765.002930
	Iteration 28Q: 3 clusters Score -1.731351e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -17313528.000000 Penalty: 13765.002930
	Iteration 29Q: 3 clusters Score -1.731353e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -17313566.000000 Penalty: 13765.002930
	Iteration 30Q: 3 clusters Score -1.731357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -17313592.000000 Penalty: 13765.002930
	Iteration 31Q: 3 clusters Score -1.731359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17313602.000000 Penalty: 13765.002930
	Iteration 32Q: 3 clusters Score -1.73136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74506 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -17313628.000000 Penalty: 13765.002930
	Iteration 33Q: 3 clusters Score -1.731363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74514 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -17313622.000000 Penalty: 13765.002930
	Iteration 34Q: 3 clusters Score -1.731362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -17313646.000000 Penalty: 13765.002930
	Iteration 35Q: 3 clusters Score -1.731365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -17313646.000000 Penalty: 13765.002930
	Iteration 36Q: 3 clusters Score -1.731365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -17313652.000000 Penalty: 13765.002930
	Iteration 37Q: 3 clusters Score -1.731365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -17313652.000000 Penalty: 13765.002930
	Iteration 38Q: 3 clusters Score -1.731365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17313664.000000 Penalty: 13765.002930
	Iteration 39Q: 3 clusters Score -1.731366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -17313672.000000 Penalty: 13765.002930
	Iteration 40F: 3 clusters Score -1.731367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -17313672.000000 Penalty: 13765.002930
	Iteration 41Q: 3 clusters Score -1.731367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -17313676.000000 Penalty: 13765.002930
	Iteration 42Q: 3 clusters Score -1.731368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -17313680.000000 Penalty: 13765.002930
	Iteration 43Q: 3 clusters Score -1.731368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74560 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -17313690.000000 Penalty: 13765.002930
	Iteration 44Q: 3 clusters Score -1.731369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -17313690.000000 Penalty: 13765.002930
	Iteration 45Q: 3 clusters Score -1.731369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -17313690.000000 Penalty: 13765.002930
	Iteration 46F: 3 clusters Score -1.731369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Entering Unmasked Estep 
Score: -10525163.000000 Penalty: 6573.186523
	Iteration 0F: 2 clusters Score -1.052516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -10492279.000000 Penalty: 13146.373047
	Iteration 0F: 3 clusters Score -1.049228e+07 nChanged 19996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -10502721.000000 Penalty: 13146.373047
	Iteration 1F: 3 clusters Score -1.050272e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -10503582.000000 Penalty: 13146.373047
	Iteration 2F: 3 clusters Score -1.050358e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -10504150.000000 Penalty: 13146.373047
	Iteration 3Q: 3 clusters Score -1.050415e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -10504548.000000 Penalty: 13146.373047
	Iteration 4Q: 3 clusters Score -1.050455e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -10504907.000000 Penalty: 13146.373047
	Iteration 5Q: 3 clusters Score -1.050491e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -10505195.000000 Penalty: 13146.373047
	Iteration 6Q: 3 clusters Score -1.05052e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -10505419.000000 Penalty: 13146.373047
	Iteration 7Q: 3 clusters Score -1.050542e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -10505664.000000 Penalty: 13146.373047
	Iteration 8Q: 3 clusters Score -1.050566e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -10505933.000000 Penalty: 13146.373047
	Iteration 9Q: 3 clusters Score -1.050593e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -10506201.000000 Penalty: 13146.373047
	Iteration 10Q: 3 clusters Score -1.05062e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -10506459.000000 Penalty: 13146.373047
	Iteration 11Q: 3 clusters Score -1.050646e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -10506731.000000 Penalty: 13146.373047
	Iteration 12Q: 3 clusters Score -1.050673e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -10507076.000000 Penalty: 13146.373047
	Iteration 13Q: 3 clusters Score -1.050708e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -10507603.000000 Penalty: 13146.373047
	Iteration 14Q: 3 clusters Score -1.05076e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -10508482.000000 Penalty: 13146.373047
	Iteration 15Q: 3 clusters Score -1.050848e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -10509642.000000 Penalty: 13146.373047
	Iteration 16Q: 3 clusters Score -1.050964e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -10511247.000000 Penalty: 13146.373047
	Iteration 17F: 3 clusters Score -1.051125e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -10513197.000000 Penalty: 13146.373047
	Iteration 18F: 3 clusters Score -1.05132e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -10515251.000000 Penalty: 13146.373047
	Iteration 19F: 3 clusters Score -1.051525e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -10516873.000000 Penalty: 13146.373047
	Iteration 20F: 3 clusters Score -1.051687e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -10517930.000000 Penalty: 13146.373047
	Iteration 21Q: 3 clusters Score -1.051793e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10518542.000000 Penalty: 13146.373047
	Iteration 22Q: 3 clusters Score -1.051854e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10518892.000000 Penalty: 13146.373047
	Iteration 23Q: 3 clusters Score -1.051889e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10519077.000000 Penalty: 13146.373047
	Iteration 24Q: 3 clusters Score -1.051908e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10519243.000000 Penalty: 13146.373047
	Iteration 25Q: 3 clusters Score -1.051924e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10519373.000000 Penalty: 13146.373047
	Iteration 26Q: 3 clusters Score -1.051937e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10519432.000000 Penalty: 13146.373047
	Iteration 27Q: 3 clusters Score -1.051943e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10519515.000000 Penalty: 13146.373047
	Iteration 28Q: 3 clusters Score -1.051952e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10519543.000000 Penalty: 13146.373047
	Iteration 29Q: 3 clusters Score -1.051954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10519563.000000 Penalty: 13146.373047
	Iteration 30Q: 3 clusters Score -1.051956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10519583.000000 Penalty: 13146.373047
	Iteration 31Q: 3 clusters Score -1.051958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10519591.000000 Penalty: 13146.373047
	Iteration 32Q: 3 clusters Score -1.051959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10519599.000000 Penalty: 13146.373047
	Iteration 33Q: 3 clusters Score -1.05196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10519609.000000 Penalty: 13146.373047
	Iteration 34Q: 3 clusters Score -1.051961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10519626.000000 Penalty: 13146.373047
	Iteration 35Q: 3 clusters Score -1.051963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10519622.000000 Penalty: 13146.373047
	Iteration 36Q: 3 clusters Score -1.051962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10519612.000000 Penalty: 13146.373047
	Iteration 37Q: 3 clusters Score -1.051961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10519613.000000 Penalty: 13146.373047
	Iteration 38Q: 3 clusters Score -1.051961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10519619.000000 Penalty: 13146.373047
	Iteration 39Q: 3 clusters Score -1.051962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10519620.000000 Penalty: 13146.373047
	Iteration 40F: 3 clusters Score -1.051962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -10519627.000000 Penalty: 13146.373047
	Iteration 41Q: 3 clusters Score -1.051963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10519646.000000 Penalty: 13146.373047
	Iteration 42Q: 3 clusters Score -1.051965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10519636.000000 Penalty: 13146.373047
	Iteration 43Q: 3 clusters Score -1.051964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10519647.000000 Penalty: 13146.373047
	Iteration 44Q: 3 clusters Score -1.051965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10519651.000000 Penalty: 13146.373047
	Iteration 45Q: 3 clusters Score -1.051965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10519651.000000 Penalty: 13146.373047
	Iteration 46F: 3 clusters Score -1.051965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Entering Unmasked Estep 
Score: -3289737.500000 Penalty: 5887.963379
	Iteration 0F: 2 clusters Score -3289738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3276427.750000 Penalty: 11775.926758
	Iteration 0F: 3 clusters Score -3276428 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3279674.500000 Penalty: 11775.926758
	Iteration 1F: 3 clusters Score -3279674 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3280331.250000 Penalty: 11775.926758
	Iteration 2F: 3 clusters Score -3280331 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3280829.750000 Penalty: 11775.926758
	Iteration 3F: 3 clusters Score -3280830 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3281263.500000 Penalty: 11775.926758
	Iteration 4Q: 3 clusters Score -3281264 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3281741.500000 Penalty: 11775.926758
	Iteration 5Q: 3 clusters Score -3281742 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3282305.250000 Penalty: 11775.926758
	Iteration 6Q: 3 clusters Score -3282305 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3282957.500000 Penalty: 11775.926758
	Iteration 7F: 3 clusters Score -3282958 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3283641.750000 Penalty: 11775.926758
	Iteration 8F: 3 clusters Score -3283642 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3284217.250000 Penalty: 11775.926758
	Iteration 9Q: 3 clusters Score -3284217 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3284697.000000 Penalty: 11775.926758
	Iteration 10Q: 3 clusters Score -3284697 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3285062.250000 Penalty: 11775.926758
	Iteration 11Q: 3 clusters Score -3285062 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3285337.750000 Penalty: 11775.926758
	Iteration 12Q: 3 clusters Score -3285338 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3285515.000000 Penalty: 11775.926758
	Iteration 13Q: 3 clusters Score -3285515 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3285641.000000 Penalty: 11775.926758
	Iteration 14Q: 3 clusters Score -3285641 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3285757.500000 Penalty: 11775.926758
	Iteration 15Q: 3 clusters Score -3285758 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3285882.500000 Penalty: 11775.926758
	Iteration 16Q: 3 clusters Score -3285882 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3285980.750000 Penalty: 11775.926758
	Iteration 17Q: 3 clusters Score -3285981 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3286061.750000 Penalty: 11775.926758
	Iteration 18Q: 3 clusters Score -3286062 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3286134.250000 Penalty: 11775.926758
	Iteration 19Q: 3 clusters Score -3286134 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3286179.250000 Penalty: 11775.926758
	Iteration 20F: 3 clusters Score -3286179 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3286242.750000 Penalty: 11775.926758
	Iteration 21Q: 3 clusters Score -3286243 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3286270.250000 Penalty: 11775.926758
	Iteration 22Q: 3 clusters Score -3286270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3286313.000000 Penalty: 11775.926758
	Iteration 23Q: 3 clusters Score -3286313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3286332.750000 Penalty: 11775.926758
	Iteration 24Q: 3 clusters Score -3286333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3286364.500000 Penalty: 11775.926758
	Iteration 25Q: 3 clusters Score -3286364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3286388.500000 Penalty: 11775.926758
	Iteration 26Q: 3 clusters Score -3286388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3286405.750000 Penalty: 11775.926758
	Iteration 27Q: 3 clusters Score -3286406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3286426.750000 Penalty: 11775.926758
	Iteration 28Q: 3 clusters Score -3286427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3286447.250000 Penalty: 11775.926758
	Iteration 29Q: 3 clusters Score -3286447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3286462.500000 Penalty: 11775.926758
	Iteration 30Q: 3 clusters Score -3286462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3286474.250000 Penalty: 11775.926758
	Iteration 31Q: 3 clusters Score -3286474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3286487.500000 Penalty: 11775.926758
	Iteration 32Q: 3 clusters Score -3286488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3286500.250000 Penalty: 11775.926758
	Iteration 33Q: 3 clusters Score -3286500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3286496.750000 Penalty: 11775.926758
	Iteration 34Q: 3 clusters Score -3286497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3286493.750000 Penalty: 11775.926758
	Iteration 35Q: 3 clusters Score -3286494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3286496.250000 Penalty: 11775.926758
	Iteration 36Q: 3 clusters Score -3286496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3286502.500000 Penalty: 11775.926758
	Iteration 37Q: 3 clusters Score -3286502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3286503.500000 Penalty: 11775.926758
	Iteration 38Q: 3 clusters Score -3286504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3286507.750000 Penalty: 11775.926758
	Iteration 39Q: 3 clusters Score -3286508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3286508.750000 Penalty: 11775.926758
	Iteration 40F: 3 clusters Score -3286509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3286514.500000 Penalty: 11775.926758
	Iteration 41Q: 3 clusters Score -3286514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3286519.500000 Penalty: 11775.926758
	Iteration 42Q: 3 clusters Score -3286520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3286516.000000 Penalty: 11775.926758
	Iteration 43Q: 3 clusters Score -3286516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3286517.000000 Penalty: 11775.926758
	Iteration 44Q: 3 clusters Score -3286517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3286518.000000 Penalty: 11775.926758
	Iteration 45Q: 3 clusters Score -3286518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3286517.250000 Penalty: 11775.926758
	Iteration 46Q: 3 clusters Score -3286517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3286517.250000 Penalty: 11775.926758
	Iteration 47F: 3 clusters Score -3286517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (92090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Entering Unmasked Estep 
Score: -21219934.000000 Penalty: 7001.194824
	Iteration 0F: 2 clusters Score -2.121993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -21157652.000000 Penalty: 14002.389648
	Iteration 0F: 3 clusters Score -2.115765e+07 nChanged 41790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -21180246.000000 Penalty: 14002.389648
	Iteration 1F: 3 clusters Score -2.118025e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -21181222.000000 Penalty: 14002.389648
	Iteration 2Q: 3 clusters Score -2.118122e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -21182236.000000 Penalty: 14002.389648
	Iteration 3Q: 3 clusters Score -2.118224e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -21182932.000000 Penalty: 14002.389648
	Iteration 4Q: 3 clusters Score -2.118293e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -21183446.000000 Penalty: 14002.389648
	Iteration 5Q: 3 clusters Score -2.118345e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -21184170.000000 Penalty: 14002.389648
	Iteration 6Q: 3 clusters Score -2.118417e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -21184868.000000 Penalty: 14002.389648
	Iteration 7Q: 3 clusters Score -2.118487e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -21185778.000000 Penalty: 14002.389648
	Iteration 8Q: 3 clusters Score -2.118578e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -21186930.000000 Penalty: 14002.389648
	Iteration 9Q: 3 clusters Score -2.118693e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -21188344.000000 Penalty: 14002.389648
	Iteration 10Q: 3 clusters Score -2.118834e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -21190362.000000 Penalty: 14002.389648
	Iteration 11Q: 3 clusters Score -2.119036e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -21193142.000000 Penalty: 14002.389648
	Iteration 12Q: 3 clusters Score -2.119314e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -21196878.000000 Penalty: 14002.389648
	Iteration 13F: 3 clusters Score -2.119688e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -21200934.000000 Penalty: 14002.389648
	Iteration 14F: 3 clusters Score -2.120093e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -21204746.000000 Penalty: 14002.389648
	Iteration 15F: 3 clusters Score -2.120475e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -21208006.000000 Penalty: 14002.389648
	Iteration 16Q: 3 clusters Score -2.120801e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -21210356.000000 Penalty: 14002.389648
	Iteration 17Q: 3 clusters Score -2.121036e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -21211576.000000 Penalty: 14002.389648
	Iteration 18Q: 3 clusters Score -2.121158e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -21212412.000000 Penalty: 14002.389648
	Iteration 19Q: 3 clusters Score -2.121241e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -21212976.000000 Penalty: 14002.389648
	Iteration 20F: 3 clusters Score -2.121298e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -21213256.000000 Penalty: 14002.389648
	Iteration 21Q: 3 clusters Score -2.121326e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -21213438.000000 Penalty: 14002.389648
	Iteration 22Q: 3 clusters Score -2.121344e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -21213600.000000 Penalty: 14002.389648
	Iteration 23Q: 3 clusters Score -2.12136e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21213660.000000 Penalty: 14002.389648
	Iteration 24Q: 3 clusters Score -2.121366e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -21213730.000000 Penalty: 14002.389648
	Iteration 25Q: 3 clusters Score -2.121373e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -21213766.000000 Penalty: 14002.389648
	Iteration 26Q: 3 clusters Score -2.121377e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -21213808.000000 Penalty: 14002.389648
	Iteration 27Q: 3 clusters Score -2.121381e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21213842.000000 Penalty: 14002.389648
	Iteration 28Q: 3 clusters Score -2.121384e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90738 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -21213856.000000 Penalty: 14002.389648
	Iteration 29Q: 3 clusters Score -2.121386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -21213884.000000 Penalty: 14002.389648
	Iteration 30Q: 3 clusters Score -2.121388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -21213864.000000 Penalty: 14002.389648
	Iteration 31Q: 3 clusters Score -2.121386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -21213866.000000 Penalty: 14002.389648
	Iteration 32Q: 3 clusters Score -2.121387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -21213858.000000 Penalty: 14002.389648
	Iteration 33Q: 3 clusters Score -2.121386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -21213886.000000 Penalty: 14002.389648
	Iteration 34Q: 3 clusters Score -2.121389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -21213884.000000 Penalty: 14002.389648
	Iteration 35Q: 3 clusters Score -2.121388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -21213892.000000 Penalty: 14002.389648
	Iteration 36Q: 3 clusters Score -2.121389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90793 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -21213892.000000 Penalty: 14002.389648
	Iteration 37Q: 3 clusters Score -2.121389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -21213902.000000 Penalty: 14002.389648
	Iteration 38Q: 3 clusters Score -2.12139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -21213884.000000 Penalty: 14002.389648
	Iteration 39Q: 3 clusters Score -2.121388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21213894.000000 Penalty: 14002.389648
	Iteration 40F: 3 clusters Score -2.121389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -21213896.000000 Penalty: 14002.389648
	Iteration 41Q: 3 clusters Score -2.12139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21213914.000000 Penalty: 14002.389648
	Iteration 42Q: 3 clusters Score -2.121391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -21213912.000000 Penalty: 14002.389648
	Iteration 43Q: 3 clusters Score -2.121391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90826 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -21213928.000000 Penalty: 14002.389648
	Iteration 44Q: 3 clusters Score -2.121393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21213942.000000 Penalty: 14002.389648
	Iteration 45Q: 3 clusters Score -2.121394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21213942.000000 Penalty: 14002.389648
	Iteration 46Q: 3 clusters Score -2.121394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21213942.000000 Penalty: 14002.389648
	Iteration 47F: 3 clusters Score -2.121394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (36550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Entering Unmasked Estep 
Score: -8318357.500000 Penalty: 6435.192383
	Iteration 0F: 2 clusters Score -8318358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -8291405.500000 Penalty: 12870.384766
	Iteration 0F: 3 clusters Score -8291406 nChanged 15577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -8299536.000000 Penalty: 12870.384766
	Iteration 1F: 3 clusters Score -8299536 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -8300292.500000 Penalty: 12870.384766
	Iteration 2F: 3 clusters Score -8300292 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -8300760.500000 Penalty: 12870.384766
	Iteration 3Q: 3 clusters Score -8300760 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -8301115.000000 Penalty: 12870.384766
	Iteration 4Q: 3 clusters Score -8301115 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -8301421.000000 Penalty: 12870.384766
	Iteration 5Q: 3 clusters Score -8301421 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -8301668.000000 Penalty: 12870.384766
	Iteration 6Q: 3 clusters Score -8301668 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -8301839.000000 Penalty: 12870.384766
	Iteration 7Q: 3 clusters Score -8301839 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -8301967.500000 Penalty: 12870.384766
	Iteration 8Q: 3 clusters Score -8301968 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -8302104.500000 Penalty: 12870.384766
	Iteration 9Q: 3 clusters Score -8302104 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -8302237.500000 Penalty: 12870.384766
	Iteration 10Q: 3 clusters Score -8302238 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -8302349.000000 Penalty: 12870.384766
	Iteration 11Q: 3 clusters Score -8302349 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -8302420.500000 Penalty: 12870.384766
	Iteration 12Q: 3 clusters Score -8302420 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -8302548.000000 Penalty: 12870.384766
	Iteration 13Q: 3 clusters Score -8302548 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -8302630.500000 Penalty: 12870.384766
	Iteration 14Q: 3 clusters Score -8302630 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -8302665.500000 Penalty: 12870.384766
	Iteration 15Q: 3 clusters Score -8302666 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -8302780.000000 Penalty: 12870.384766
	Iteration 16Q: 3 clusters Score -8302780 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -8302871.000000 Penalty: 12870.384766
	Iteration 17Q: 3 clusters Score -8302871 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -8303005.000000 Penalty: 12870.384766
	Iteration 18Q: 3 clusters Score -8303005 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -8303165.000000 Penalty: 12870.384766
	Iteration 19Q: 3 clusters Score -8303165 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -8303322.000000 Penalty: 12870.384766
	Iteration 20F: 3 clusters Score -8303322 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -8303517.500000 Penalty: 12870.384766
	Iteration 21Q: 3 clusters Score -8303518 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -8303851.500000 Penalty: 12870.384766
	Iteration 22Q: 3 clusters Score -8303852 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -8304140.500000 Penalty: 12870.384766
	Iteration 23Q: 3 clusters Score -8304140 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -8304554.000000 Penalty: 12870.384766
	Iteration 24Q: 3 clusters Score -8304554 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -8305180.500000 Penalty: 12870.384766
	Iteration 25Q: 3 clusters Score -8305180 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -8305979.000000 Penalty: 12870.384766
	Iteration 26Q: 3 clusters Score -8305979 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -8306933.000000 Penalty: 12870.384766
	Iteration 27Q: 3 clusters Score -8306933 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -8308055.000000 Penalty: 12870.384766
	Iteration 28Q: 3 clusters Score -8308055 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -8309073.500000 Penalty: 12870.384766
	Iteration 29Q: 3 clusters Score -8309074 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -8310011.500000 Penalty: 12870.384766
	Iteration 30Q: 3 clusters Score -8310012 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8310802.500000 Penalty: 12870.384766
	Iteration 31Q: 3 clusters Score -8310802 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8311377.500000 Penalty: 12870.384766
	Iteration 32Q: 3 clusters Score -8311378 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8311796.500000 Penalty: 12870.384766
	Iteration 33Q: 3 clusters Score -8311796 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8312069.500000 Penalty: 12870.384766
	Iteration 34Q: 3 clusters Score -8312070 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8312229.000000 Penalty: 12870.384766
	Iteration 35Q: 3 clusters Score -8312229 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8312377.000000 Penalty: 12870.384766
	Iteration 36Q: 3 clusters Score -8312377 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8312447.000000 Penalty: 12870.384766
	Iteration 37Q: 3 clusters Score -8312447 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8312496.500000 Penalty: 12870.384766
	Iteration 38Q: 3 clusters Score -8312496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8312538.500000 Penalty: 12870.384766
	Iteration 39Q: 3 clusters Score -8312538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8312574.000000 Penalty: 12870.384766
	Iteration 40F: 3 clusters Score -8312574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8312622.000000 Penalty: 12870.384766
	Iteration 41Q: 3 clusters Score -8312622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8312653.500000 Penalty: 12870.384766
	Iteration 42Q: 3 clusters Score -8312654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8312661.000000 Penalty: 12870.384766
	Iteration 43Q: 3 clusters Score -8312661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8312687.500000 Penalty: 12870.384766
	Iteration 44Q: 3 clusters Score -8312688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8312691.000000 Penalty: 12870.384766
	Iteration 45Q: 3 clusters Score -8312691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8312710.500000 Penalty: 12870.384766
	Iteration 46Q: 3 clusters Score -8312710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8312733.500000 Penalty: 12870.384766
	Iteration 47Q: 3 clusters Score -8312734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8312729.000000 Penalty: 12870.384766
	Iteration 48Q: 3 clusters Score -8312729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8312738.000000 Penalty: 12870.384766
	Iteration 49Q: 3 clusters Score -8312738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8312746.000000 Penalty: 12870.384766
	Iteration 50Q: 3 clusters Score -8312746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8312749.500000 Penalty: 12870.384766
	Iteration 51Q: 3 clusters Score -8312750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8312760.000000 Penalty: 12870.384766
	Iteration 52Q: 3 clusters Score -8312760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8312752.500000 Penalty: 12870.384766
	Iteration 53Q: 3 clusters Score -8312752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8312760.500000 Penalty: 12870.384766
	Iteration 54Q: 3 clusters Score -8312760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8312777.500000 Penalty: 12870.384766
	Iteration 55Q: 3 clusters Score -8312778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8312788.500000 Penalty: 12870.384766
	Iteration 56Q: 3 clusters Score -8312788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8312790.500000 Penalty: 12870.384766
	Iteration 57Q: 3 clusters Score -8312790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8312790.500000 Penalty: 12870.384766
	Iteration 58Q: 3 clusters Score -8312790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8312794.000000 Penalty: 12870.384766
	Iteration 59Q: 3 clusters Score -8312794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8312808.500000 Penalty: 12870.384766
	Iteration 60F: 3 clusters Score -8312808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8312804.000000 Penalty: 12870.384766
	Iteration 61Q: 3 clusters Score -8312804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8312809.000000 Penalty: 12870.384766
	Iteration 62Q: 3 clusters Score -8312809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8312805.500000 Penalty: 12870.384766
	Iteration 63Q: 3 clusters Score -8312806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8312801.500000 Penalty: 12870.384766
	Iteration 64Q: 3 clusters Score -8312802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8312808.500000 Penalty: 12870.384766
	Iteration 65Q: 3 clusters Score -8312808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8312806.000000 Penalty: 12870.384766
	Iteration 66Q: 3 clusters Score -8312806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8312810.000000 Penalty: 12870.384766
	Iteration 67Q: 3 clusters Score -8312810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8312810.000000 Penalty: 12870.384766
	Iteration 68F: 3 clusters Score -8312810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Entering Unmasked Estep 
Score: -3334997.250000 Penalty: 5869.760742
	Iteration 0F: 2 clusters Score -3334997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3321967.750000 Penalty: 11739.521484
	Iteration 0F: 3 clusters Score -3321968 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3325015.750000 Penalty: 11739.521484
	Iteration 1F: 3 clusters Score -3325016 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3325529.500000 Penalty: 11739.521484
	Iteration 2F: 3 clusters Score -3325530 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3325825.750000 Penalty: 11739.521484
	Iteration 3Q: 3 clusters Score -3325826 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3326073.500000 Penalty: 11739.521484
	Iteration 4Q: 3 clusters Score -3326074 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3326260.250000 Penalty: 11739.521484
	Iteration 5Q: 3 clusters Score -3326260 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3326385.000000 Penalty: 11739.521484
	Iteration 6Q: 3 clusters Score -3326385 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3326495.750000 Penalty: 11739.521484
	Iteration 7Q: 3 clusters Score -3326496 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3326607.500000 Penalty: 11739.521484
	Iteration 8Q: 3 clusters Score -3326608 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3326713.750000 Penalty: 11739.521484
	Iteration 9Q: 3 clusters Score -3326714 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3326838.500000 Penalty: 11739.521484
	Iteration 10Q: 3 clusters Score -3326838 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -3326964.000000 Penalty: 11739.521484
	Iteration 11Q: 3 clusters Score -3326964 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3327101.750000 Penalty: 11739.521484
	Iteration 12Q: 3 clusters Score -3327102 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3327243.000000 Penalty: 11739.521484
	Iteration 13Q: 3 clusters Score -3327243 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3327409.000000 Penalty: 11739.521484
	Iteration 14Q: 3 clusters Score -3327409 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3327610.750000 Penalty: 11739.521484
	Iteration 15Q: 3 clusters Score -3327611 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3327821.500000 Penalty: 11739.521484
	Iteration 16Q: 3 clusters Score -3327822 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3328022.000000 Penalty: 11739.521484
	Iteration 17Q: 3 clusters Score -3328022 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3328235.000000 Penalty: 11739.521484
	Iteration 18Q: 3 clusters Score -3328235 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3328410.000000 Penalty: 11739.521484
	Iteration 19Q: 3 clusters Score -3328410 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3328572.250000 Penalty: 11739.521484
	Iteration 20F: 3 clusters Score -3328572 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3328752.250000 Penalty: 11739.521484
	Iteration 21Q: 3 clusters Score -3328752 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3328946.500000 Penalty: 11739.521484
	Iteration 22Q: 3 clusters Score -3328946 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3329115.500000 Penalty: 11739.521484
	Iteration 23Q: 3 clusters Score -3329116 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3329287.000000 Penalty: 11739.521484
	Iteration 24Q: 3 clusters Score -3329287 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3329428.250000 Penalty: 11739.521484
	Iteration 25Q: 3 clusters Score -3329428 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3329553.750000 Penalty: 11739.521484
	Iteration 26Q: 3 clusters Score -3329554 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3329639.000000 Penalty: 11739.521484
	Iteration 27Q: 3 clusters Score -3329639 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3329699.500000 Penalty: 11739.521484
	Iteration 28Q: 3 clusters Score -3329700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3329762.000000 Penalty: 11739.521484
	Iteration 29Q: 3 clusters Score -3329762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3329800.000000 Penalty: 11739.521484
	Iteration 30Q: 3 clusters Score -3329800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3329844.000000 Penalty: 11739.521484
	Iteration 31Q: 3 clusters Score -3329844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3329864.250000 Penalty: 11739.521484
	Iteration 32Q: 3 clusters Score -3329864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3329886.250000 Penalty: 11739.521484
	Iteration 33Q: 3 clusters Score -3329886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3329892.750000 Penalty: 11739.521484
	Iteration 34Q: 3 clusters Score -3329893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3329922.250000 Penalty: 11739.521484
	Iteration 35Q: 3 clusters Score -3329922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3329932.000000 Penalty: 11739.521484
	Iteration 36Q: 3 clusters Score -3329932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3329949.750000 Penalty: 11739.521484
	Iteration 37Q: 3 clusters Score -3329950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3329977.500000 Penalty: 11739.521484
	Iteration 38Q: 3 clusters Score -3329978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3330002.500000 Penalty: 11739.521484
	Iteration 39Q: 3 clusters Score -3330002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3330014.000000 Penalty: 11739.521484
	Iteration 40F: 3 clusters Score -3330014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3330022.250000 Penalty: 11739.521484
	Iteration 41Q: 3 clusters Score -3330022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3330034.000000 Penalty: 11739.521484
	Iteration 42Q: 3 clusters Score -3330034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3330037.250000 Penalty: 11739.521484
	Iteration 43Q: 3 clusters Score -3330037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3330055.250000 Penalty: 11739.521484
	Iteration 44Q: 3 clusters Score -3330055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3330063.500000 Penalty: 11739.521484
	Iteration 45Q: 3 clusters Score -3330064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3330058.750000 Penalty: 11739.521484
	Iteration 46Q: 3 clusters Score -3330059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3330073.500000 Penalty: 11739.521484
	Iteration 47Q: 3 clusters Score -3330074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3330083.250000 Penalty: 11739.521484
	Iteration 48Q: 3 clusters Score -3330083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3330093.500000 Penalty: 11739.521484
	Iteration 49Q: 3 clusters Score -3330094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3330096.000000 Penalty: 11739.521484
	Iteration 50Q: 3 clusters Score -3330096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3330101.750000 Penalty: 11739.521484
	Iteration 51Q: 3 clusters Score -3330102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3330112.750000 Penalty: 11739.521484
	Iteration 52Q: 3 clusters Score -3330113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3330122.000000 Penalty: 11739.521484
	Iteration 53Q: 3 clusters Score -3330122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3330124.750000 Penalty: 11739.521484
	Iteration 54Q: 3 clusters Score -3330125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3330120.500000 Penalty: 11739.521484
	Iteration 55Q: 3 clusters Score -3330120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3330122.250000 Penalty: 11739.521484
	Iteration 56Q: 3 clusters Score -3330122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3330129.500000 Penalty: 11739.521484
	Iteration 57Q: 3 clusters Score -3330130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3330129.250000 Penalty: 11739.521484
	Iteration 58Q: 3 clusters Score -3330129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3330129.250000 Penalty: 11739.521484
	Iteration 59F: 3 clusters Score -3330129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (35434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Entering Unmasked Estep 
Score: -8122162.000000 Penalty: 6416.198730
	Iteration 0F: 2 clusters Score -8122162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -8095770.000000 Penalty: 12832.397461
	Iteration 0F: 3 clusters Score -8095770 nChanged 15250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -8103898.500000 Penalty: 12832.397461
	Iteration 1F: 3 clusters Score -8103898 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -8104641.000000 Penalty: 12832.397461
	Iteration 2F: 3 clusters Score -8104641 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -8105174.000000 Penalty: 12832.397461
	Iteration 3Q: 3 clusters Score -8105174 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -8105502.000000 Penalty: 12832.397461
	Iteration 4Q: 3 clusters Score -8105502 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -8105738.500000 Penalty: 12832.397461
	Iteration 5Q: 3 clusters Score -8105738 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -8105948.500000 Penalty: 12832.397461
	Iteration 6Q: 3 clusters Score -8105948 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -8106120.500000 Penalty: 12832.397461
	Iteration 7Q: 3 clusters Score -8106120 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -8106272.500000 Penalty: 12832.397461
	Iteration 8Q: 3 clusters Score -8106272 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -8106368.500000 Penalty: 12832.397461
	Iteration 9Q: 3 clusters Score -8106368 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -8106493.500000 Penalty: 12832.397461
	Iteration 10Q: 3 clusters Score -8106494 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -8106650.000000 Penalty: 12832.397461
	Iteration 11Q: 3 clusters Score -8106650 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -8106812.000000 Penalty: 12832.397461
	Iteration 12Q: 3 clusters Score -8106812 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -8106934.500000 Penalty: 12832.397461
	Iteration 13Q: 3 clusters Score -8106934 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -8107038.500000 Penalty: 12832.397461
	Iteration 14Q: 3 clusters Score -8107038 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -8107223.000000 Penalty: 12832.397461
	Iteration 15Q: 3 clusters Score -8107223 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -8107323.000000 Penalty: 12832.397461
	Iteration 16Q: 3 clusters Score -8107323 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -8107532.500000 Penalty: 12832.397461
	Iteration 17Q: 3 clusters Score -8107532 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -8107693.000000 Penalty: 12832.397461
	Iteration 18Q: 3 clusters Score -8107693 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -8107903.500000 Penalty: 12832.397461
	Iteration 19Q: 3 clusters Score -8107904 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -8108184.500000 Penalty: 12832.397461
	Iteration 20F: 3 clusters Score -8108184 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -8108495.500000 Penalty: 12832.397461
	Iteration 21Q: 3 clusters Score -8108496 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -8108894.500000 Penalty: 12832.397461
	Iteration 22Q: 3 clusters Score -8108894 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -8109334.500000 Penalty: 12832.397461
	Iteration 23Q: 3 clusters Score -8109334 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -8109922.500000 Penalty: 12832.397461
	Iteration 24Q: 3 clusters Score -8109922 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -8110535.000000 Penalty: 12832.397461
	Iteration 25Q: 3 clusters Score -8110535 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -8111331.500000 Penalty: 12832.397461
	Iteration 26Q: 3 clusters Score -8111332 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -8112203.500000 Penalty: 12832.397461
	Iteration 27Q: 3 clusters Score -8112204 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -8112932.500000 Penalty: 12832.397461
	Iteration 28Q: 3 clusters Score -8112932 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -8113551.500000 Penalty: 12832.397461
	Iteration 29Q: 3 clusters Score -8113552 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -8114075.500000 Penalty: 12832.397461
	Iteration 30Q: 3 clusters Score -8114076 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -8114473.500000 Penalty: 12832.397461
	Iteration 31Q: 3 clusters Score -8114474 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -8114776.000000 Penalty: 12832.397461
	Iteration 32Q: 3 clusters Score -8114776 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -8115002.000000 Penalty: 12832.397461
	Iteration 33Q: 3 clusters Score -8115002 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -8115181.500000 Penalty: 12832.397461
	Iteration 34Q: 3 clusters Score -8115182 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -8115373.000000 Penalty: 12832.397461
	Iteration 35Q: 3 clusters Score -8115373 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8115473.000000 Penalty: 12832.397461
	Iteration 36Q: 3 clusters Score -8115473 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8115595.000000 Penalty: 12832.397461
	Iteration 37Q: 3 clusters Score -8115595 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8115681.500000 Penalty: 12832.397461
	Iteration 38Q: 3 clusters Score -8115682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8115752.500000 Penalty: 12832.397461
	Iteration 39Q: 3 clusters Score -8115752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8115811.000000 Penalty: 12832.397461
	Iteration 40F: 3 clusters Score -8115811 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8115857.000000 Penalty: 12832.397461
	Iteration 41Q: 3 clusters Score -8115857 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8115878.000000 Penalty: 12832.397461
	Iteration 42Q: 3 clusters Score -8115878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8115916.500000 Penalty: 12832.397461
	Iteration 43Q: 3 clusters Score -8115916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8115965.500000 Penalty: 12832.397461
	Iteration 44Q: 3 clusters Score -8115966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8115993.500000 Penalty: 12832.397461
	Iteration 45Q: 3 clusters Score -8115994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8116024.500000 Penalty: 12832.397461
	Iteration 46Q: 3 clusters Score -8116024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -8116039.500000 Penalty: 12832.397461
	Iteration 47Q: 3 clusters Score -8116040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8116076.000000 Penalty: 12832.397461
	Iteration 48Q: 3 clusters Score -8116076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8116083.000000 Penalty: 12832.397461
	Iteration 49Q: 3 clusters Score -8116083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8116095.500000 Penalty: 12832.397461
	Iteration 50Q: 3 clusters Score -8116096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8116101.500000 Penalty: 12832.397461
	Iteration 51Q: 3 clusters Score -8116102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8116101.500000 Penalty: 12832.397461
	Iteration 52Q: 3 clusters Score -8116102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8116128.000000 Penalty: 12832.397461
	Iteration 53Q: 3 clusters Score -8116128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8116148.500000 Penalty: 12832.397461
	Iteration 54Q: 3 clusters Score -8116148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8116158.500000 Penalty: 12832.397461
	Iteration 55Q: 3 clusters Score -8116158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8116166.000000 Penalty: 12832.397461
	Iteration 56Q: 3 clusters Score -8116166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8116166.000000 Penalty: 12832.397461
	Iteration 57Q: 3 clusters Score -8116166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8116174.000000 Penalty: 12832.397461
	Iteration 58Q: 3 clusters Score -8116174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8116174.000000 Penalty: 12832.397461
	Iteration 59Q: 3 clusters Score -8116174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8116180.500000 Penalty: 12832.397461
	Iteration 60F: 3 clusters Score -8116180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8116181.500000 Penalty: 12832.397461
	Iteration 61Q: 3 clusters Score -8116182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8116187.500000 Penalty: 12832.397461
	Iteration 62Q: 3 clusters Score -8116188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8116209.500000 Penalty: 12832.397461
	Iteration 63Q: 3 clusters Score -8116210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8116215.500000 Penalty: 12832.397461
	Iteration 64Q: 3 clusters Score -8116216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8116218.000000 Penalty: 12832.397461
	Iteration 65Q: 3 clusters Score -8116218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8116222.500000 Penalty: 12832.397461
	Iteration 66Q: 3 clusters Score -8116222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8116229.500000 Penalty: 12832.397461
	Iteration 67Q: 3 clusters Score -8116230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8116243.500000 Penalty: 12832.397461
	Iteration 68Q: 3 clusters Score -8116244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8116261.500000 Penalty: 12832.397461
	Iteration 69Q: 3 clusters Score -8116262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8116267.500000 Penalty: 12832.397461
	Iteration 70Q: 3 clusters Score -8116268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8116267.000000 Penalty: 12832.397461
	Iteration 71Q: 3 clusters Score -8116267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8116281.500000 Penalty: 12832.397461
	Iteration 72Q: 3 clusters Score -8116282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8116284.500000 Penalty: 12832.397461
	Iteration 73Q: 3 clusters Score -8116284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8116280.500000 Penalty: 12832.397461
	Iteration 74Q: 3 clusters Score -8116280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8116285.000000 Penalty: 12832.397461
	Iteration 75Q: 3 clusters Score -8116285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8116283.500000 Penalty: 12832.397461
	Iteration 76Q: 3 clusters Score -8116284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8116292.000000 Penalty: 12832.397461
	Iteration 77Q: 3 clusters Score -8116292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8116301.500000 Penalty: 12832.397461
	Iteration 78Q: 3 clusters Score -8116302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8116310.500000 Penalty: 12832.397461
	Iteration 79Q: 3 clusters Score -8116310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8116319.500000 Penalty: 12832.397461
	Iteration 80F: 3 clusters Score -8116320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8116324.500000 Penalty: 12832.397461
	Iteration 81Q: 3 clusters Score -8116324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8116330.500000 Penalty: 12832.397461
	Iteration 82Q: 3 clusters Score -8116330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8116329.500000 Penalty: 12832.397461
	Iteration 83Q: 3 clusters Score -8116330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8116332.000000 Penalty: 12832.397461
	Iteration 84Q: 3 clusters Score -8116332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8116349.000000 Penalty: 12832.397461
	Iteration 85Q: 3 clusters Score -8116349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8116365.500000 Penalty: 12832.397461
	Iteration 86Q: 3 clusters Score -8116366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8116380.500000 Penalty: 12832.397461
	Iteration 87Q: 3 clusters Score -8116380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8116391.500000 Penalty: 12832.397461
	Iteration 88Q: 3 clusters Score -8116392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8116394.000000 Penalty: 12832.397461
	Iteration 89Q: 3 clusters Score -8116394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8116404.000000 Penalty: 12832.397461
	Iteration 90Q: 3 clusters Score -8116404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8116409.500000 Penalty: 12832.397461
	Iteration 91Q: 3 clusters Score -8116410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8116409.000000 Penalty: 12832.397461
	Iteration 92Q: 3 clusters Score -8116409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8116406.000000 Penalty: 12832.397461
	Iteration 93Q: 3 clusters Score -8116406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8116407.000000 Penalty: 12832.397461
	Iteration 94Q: 3 clusters Score -8116407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8116409.000000 Penalty: 12832.397461
	Iteration 95Q: 3 clusters Score -8116409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8116411.500000 Penalty: 12832.397461
	Iteration 96Q: 3 clusters Score -8116412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8116411.000000 Penalty: 12832.397461
	Iteration 97Q: 3 clusters Score -8116411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8116411.000000 Penalty: 12832.397461
	Iteration 98F: 3 clusters Score -8116411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145635 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65113 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124765 members 
Mstep: Class 12 contains 40357 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63853 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14592 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36550 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453440.000000 Penalty: 257475.359375
Iteration 279Q: 31 clusters Score -2.724534e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145635 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65113 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124765 members 
Mstep: Class 12 contains 40357 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 63853 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14592 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36550 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453440.000000 Penalty: 257475.359375
Iteration 280F: 31 clusters Score -2.724534e+08 nChanged 0
Entering ConstructFrom: 
Score: -272453440.000000 Penalty: 257475.359375
Entering ConstructFrom: 
Trying to split cluster 1 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -189042.187500 Penalty: 4176.590820
	Iteration 0F: 2 clusters Score -189042.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -185254.937500 Penalty: 8353.181641
	Iteration 0F: 3 clusters Score -185254.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -185694.328125 Penalty: 8353.181641
	Iteration 1F: 3 clusters Score -185694.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -185898.031250 Penalty: 8353.181641
	Iteration 2F: 3 clusters Score -185898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -186030.265625 Penalty: 8353.181641
	Iteration 3Q: 3 clusters Score -186030.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -186115.515625 Penalty: 8353.181641
	Iteration 4Q: 3 clusters Score -186115.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -186169.546875 Penalty: 8353.181641
	Iteration 5Q: 3 clusters Score -186169.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -186234.562500 Penalty: 8353.181641
	Iteration 6Q: 3 clusters Score -186234.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -186278.468750 Penalty: 8353.181641
	Iteration 7Q: 3 clusters Score -186278.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -186302.906250 Penalty: 8353.181641
	Iteration 8Q: 3 clusters Score -186302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -186357.156250 Penalty: 8353.181641
	Iteration 9Q: 3 clusters Score -186357.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -186388.906250 Penalty: 8353.181641
	Iteration 10Q: 3 clusters Score -186388.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -186424.828125 Penalty: 8353.181641
	Iteration 11Q: 3 clusters Score -186424.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186479.140625 Penalty: 8353.181641
	Iteration 12Q: 3 clusters Score -186479.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -186500.234375 Penalty: 8353.181641
	Iteration 13Q: 3 clusters Score -186500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -186530.515625 Penalty: 8353.181641
	Iteration 14Q: 3 clusters Score -186530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -186559.000000 Penalty: 8353.181641
	Iteration 15Q: 3 clusters Score -186559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -186599.109375 Penalty: 8353.181641
	Iteration 16Q: 3 clusters Score -186599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -186607.343750 Penalty: 8353.181641
	Iteration 17Q: 3 clusters Score -186607.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -186610.375000 Penalty: 8353.181641
	Iteration 18Q: 3 clusters Score -186610.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -186621.968750 Penalty: 8353.181641
	Iteration 19F: 3 clusters Score -186622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -186806.109375 Penalty: 8353.181641
	Iteration 20F: 3 clusters Score -186806.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -186985.265625 Penalty: 8353.181641
	Iteration 21Q: 3 clusters Score -186985.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187032.875000 Penalty: 8353.181641
	Iteration 22Q: 3 clusters Score -187032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -187083.265625 Penalty: 8353.181641
	Iteration 23Q: 3 clusters Score -187083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -187097.859375 Penalty: 8353.181641
	Iteration 24Q: 3 clusters Score -187097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -187111.937500 Penalty: 8353.181641
	Iteration 25Q: 3 clusters Score -187111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -187116.093750 Penalty: 8353.181641
	Iteration 26Q: 3 clusters Score -187116.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -187116.093750 Penalty: 8353.181641
	Iteration 27F: 3 clusters Score -187116.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (145635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145635 members 
Entering Unmasked Estep 
Score: -33254020.000000 Penalty: 7281.925781
	Iteration 0F: 2 clusters Score -3.325402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -33167198.000000 Penalty: 14563.851562
	Iteration 0F: 3 clusters Score -3.31672e+07 nChanged 67590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -33204990.000000 Penalty: 14563.851562
	Iteration 1F: 3 clusters Score -3.320499e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -33206618.000000 Penalty: 14563.851562
	Iteration 2Q: 3 clusters Score -3.320662e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 79261 members 
Entering Unmasked Estep 
Score: -33208712.000000 Penalty: 14563.851562
	Iteration 3Q: 3 clusters Score -3.320871e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -33211748.000000 Penalty: 14563.851562
	Iteration 4Q: 3 clusters Score -3.321175e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -33215656.000000 Penalty: 14563.851562
	Iteration 5F: 3 clusters Score -3.321566e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 90743 members 
Entering Unmasked Estep 
Score: -33220100.000000 Penalty: 14563.851562
	Iteration 6F: 3 clusters Score -3.32201e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 96429 members 
Entering Unmasked Estep 
Score: -33225786.000000 Penalty: 14563.851562
	Iteration 7F: 3 clusters Score -3.322579e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 102131 members 
Entering Unmasked Estep 
Score: -33232190.000000 Penalty: 14563.851562
	Iteration 8F: 3 clusters Score -3.323219e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -33238528.000000 Penalty: 14563.851562
	Iteration 9F: 3 clusters Score -3.323853e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 111072 members 
Entering Unmasked Estep 
Score: -33244376.000000 Penalty: 14563.851562
	Iteration 10Q: 3 clusters Score -3.324438e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 113741 members 
Entering Unmasked Estep 
Score: -33248050.000000 Penalty: 14563.851562
	Iteration 11Q: 3 clusters Score -3.324805e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 115849 members 
Entering Unmasked Estep 
Score: -33250182.000000 Penalty: 14563.851562
	Iteration 12Q: 3 clusters Score -3.325018e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 117626 members 
Entering Unmasked Estep 
Score: -33251470.000000 Penalty: 14563.851562
	Iteration 13Q: 3 clusters Score -3.325147e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 119185 members 
Entering Unmasked Estep 
Score: -33252308.000000 Penalty: 14563.851562
	Iteration 14Q: 3 clusters Score -3.325231e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 120499 members 
Entering Unmasked Estep 
Score: -33252712.000000 Penalty: 14563.851562
	Iteration 15Q: 3 clusters Score -3.325271e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 121637 members 
Entering Unmasked Estep 
Score: -33253106.000000 Penalty: 14563.851562
	Iteration 16Q: 3 clusters Score -3.325311e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 122619 members 
Entering Unmasked Estep 
Score: -33253360.000000 Penalty: 14563.851562
	Iteration 17Q: 3 clusters Score -3.325336e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 123485 members 
Entering Unmasked Estep 
Score: -33253498.000000 Penalty: 14563.851562
	Iteration 18Q: 3 clusters Score -3.32535e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -33253546.000000 Penalty: 14563.851562
	Iteration 19Q: 3 clusters Score -3.325355e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 124911 members 
Entering Unmasked Estep 
Score: -33253586.000000 Penalty: 14563.851562
	Iteration 20F: 3 clusters Score -3.325359e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 125495 members 
Entering Unmasked Estep 
Score: -33253636.000000 Penalty: 14563.851562
	Iteration 21Q: 3 clusters Score -3.325364e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 126062 members 
Entering Unmasked Estep 
Score: -33253598.000000 Penalty: 14563.851562
	Iteration 22Q: 3 clusters Score -3.32536e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 126577 members 
Entering Unmasked Estep 
Score: -33253426.000000 Penalty: 14563.851562
	Iteration 23Q: 3 clusters Score -3.325343e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 127053 members 
Entering Unmasked Estep 
Score: -33253496.000000 Penalty: 14563.851562
	Iteration 24Q: 3 clusters Score -3.32535e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 127472 members 
Entering Unmasked Estep 
Score: -33253472.000000 Penalty: 14563.851562
	Iteration 25Q: 3 clusters Score -3.325347e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 127857 members 
Entering Unmasked Estep 
Score: -33253448.000000 Penalty: 14563.851562
	Iteration 26Q: 3 clusters Score -3.325345e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 128224 members 
Entering Unmasked Estep 
Score: -33253458.000000 Penalty: 14563.851562
	Iteration 27Q: 3 clusters Score -3.325346e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 128585 members 
Entering Unmasked Estep 
Score: -33253426.000000 Penalty: 14563.851562
	Iteration 28Q: 3 clusters Score -3.325343e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 128934 members 
Entering Unmasked Estep 
Score: -33253408.000000 Penalty: 14563.851562
	Iteration 29Q: 3 clusters Score -3.325341e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 129305 members 
Entering Unmasked Estep 
Score: -33253374.000000 Penalty: 14563.851562
	Iteration 30Q: 3 clusters Score -3.325337e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 129682 members 
Entering Unmasked Estep 
Score: -33253322.000000 Penalty: 14563.851562
	Iteration 31Q: 3 clusters Score -3.325332e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 130024 members 
Entering Unmasked Estep 
Score: -33253316.000000 Penalty: 14563.851562
	Iteration 32Q: 3 clusters Score -3.325332e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 130362 members 
Entering Unmasked Estep 
Score: -33253336.000000 Penalty: 14563.851562
	Iteration 33Q: 3 clusters Score -3.325334e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 130651 members 
Entering Unmasked Estep 
Score: -33253292.000000 Penalty: 14563.851562
	Iteration 34Q: 3 clusters Score -3.325329e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 130912 members 
Entering Unmasked Estep 
Score: -33253254.000000 Penalty: 14563.851562
	Iteration 35Q: 3 clusters Score -3.325325e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 131163 members 
Entering Unmasked Estep 
Score: -33253218.000000 Penalty: 14563.851562
	Iteration 36Q: 3 clusters Score -3.325322e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 131383 members 
Entering Unmasked Estep 
Score: -33253328.000000 Penalty: 14563.851562
	Iteration 37Q: 3 clusters Score -3.325333e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 131581 members 
Entering Unmasked Estep 
Score: -33253228.000000 Penalty: 14563.851562
	Iteration 38Q: 3 clusters Score -3.325323e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 131761 members 
Entering Unmasked Estep 
Score: -33253248.000000 Penalty: 14563.851562
	Iteration 39Q: 3 clusters Score -3.325325e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 131929 members 
Entering Unmasked Estep 
Score: -33253278.000000 Penalty: 14563.851562
	Iteration 40F: 3 clusters Score -3.325328e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 132078 members 
Entering Unmasked Estep 
Score: -33253244.000000 Penalty: 14563.851562
	Iteration 41Q: 3 clusters Score -3.325324e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 132217 members 
Entering Unmasked Estep 
Score: -33253314.000000 Penalty: 14563.851562
	Iteration 42Q: 3 clusters Score -3.325331e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -33253292.000000 Penalty: 14563.851562
	Iteration 43Q: 3 clusters Score -3.325329e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 132477 members 
Entering Unmasked Estep 
Score: -33253300.000000 Penalty: 14563.851562
	Iteration 44Q: 3 clusters Score -3.32533e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 132611 members 
Entering Unmasked Estep 
Score: -33253314.000000 Penalty: 14563.851562
	Iteration 45Q: 3 clusters Score -3.325331e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
Score: -33253290.000000 Penalty: 14563.851562
	Iteration 46Q: 3 clusters Score -3.325329e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 132852 members 
Entering Unmasked Estep 
Score: -33253376.000000 Penalty: 14563.851562
	Iteration 47Q: 3 clusters Score -3.325338e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 132964 members 
Entering Unmasked Estep 
Score: -33253356.000000 Penalty: 14563.851562
	Iteration 48Q: 3 clusters Score -3.325336e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 133081 members 
Entering Unmasked Estep 
Score: -33253334.000000 Penalty: 14563.851562
	Iteration 49Q: 3 clusters Score -3.325333e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -33253344.000000 Penalty: 14563.851562
	Iteration 50Q: 3 clusters Score -3.325334e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 133334 members 
Entering Unmasked Estep 
Score: -33253370.000000 Penalty: 14563.851562
	Iteration 51Q: 3 clusters Score -3.325337e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 133476 members 
Entering Unmasked Estep 
Score: -33253312.000000 Penalty: 14563.851562
	Iteration 52Q: 3 clusters Score -3.325331e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 133621 members 
Entering Unmasked Estep 
Score: -33253296.000000 Penalty: 14563.851562
	Iteration 53Q: 3 clusters Score -3.32533e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 133764 members 
Entering Unmasked Estep 
Score: -33253316.000000 Penalty: 14563.851562
	Iteration 54Q: 3 clusters Score -3.325332e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 133934 members 
Entering Unmasked Estep 
Score: -33253328.000000 Penalty: 14563.851562
	Iteration 55Q: 3 clusters Score -3.325333e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 134070 members 
Entering Unmasked Estep 
Score: -33253360.000000 Penalty: 14563.851562
	Iteration 56Q: 3 clusters Score -3.325336e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 134208 members 
Entering Unmasked Estep 
Score: -33253390.000000 Penalty: 14563.851562
	Iteration 57Q: 3 clusters Score -3.325339e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 134352 members 
Entering Unmasked Estep 
Score: -33253458.000000 Penalty: 14563.851562
	Iteration 58Q: 3 clusters Score -3.325346e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 134504 members 
Entering Unmasked Estep 
Score: -33253430.000000 Penalty: 14563.851562
	Iteration 59Q: 3 clusters Score -3.325343e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 134655 members 
Entering Unmasked Estep 
Score: -33253442.000000 Penalty: 14563.851562
	Iteration 60F: 3 clusters Score -3.325344e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 134806 members 
Entering Unmasked Estep 
Score: -33253428.000000 Penalty: 14563.851562
	Iteration 61Q: 3 clusters Score -3.325343e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 134944 members 
Entering Unmasked Estep 
Score: -33253450.000000 Penalty: 14563.851562
	Iteration 62Q: 3 clusters Score -3.325345e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 135111 members 
Entering Unmasked Estep 
Score: -33253456.000000 Penalty: 14563.851562
	Iteration 63Q: 3 clusters Score -3.325346e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 135257 members 
Entering Unmasked Estep 
Score: -33253428.000000 Penalty: 14563.851562
	Iteration 64Q: 3 clusters Score -3.325343e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 135404 members 
Entering Unmasked Estep 
Score: -33253476.000000 Penalty: 14563.851562
	Iteration 65Q: 3 clusters Score -3.325348e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 135542 members 
Entering Unmasked Estep 
Score: -33253450.000000 Penalty: 14563.851562
	Iteration 66Q: 3 clusters Score -3.325345e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 135654 members 
Entering Unmasked Estep 
Score: -33253436.000000 Penalty: 14563.851562
	Iteration 67Q: 3 clusters Score -3.325344e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 135765 members 
Entering Unmasked Estep 
Score: -33253466.000000 Penalty: 14563.851562
	Iteration 68Q: 3 clusters Score -3.325347e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 135860 members 
Entering Unmasked Estep 
Score: -33253470.000000 Penalty: 14563.851562
	Iteration 69Q: 3 clusters Score -3.325347e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 135963 members 
Entering Unmasked Estep 
Score: -33253458.000000 Penalty: 14563.851562
	Iteration 70Q: 3 clusters Score -3.325346e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 136058 members 
Entering Unmasked Estep 
Score: -33253468.000000 Penalty: 14563.851562
	Iteration 71Q: 3 clusters Score -3.325347e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 136139 members 
Entering Unmasked Estep 
Score: -33253510.000000 Penalty: 14563.851562
	Iteration 72Q: 3 clusters Score -3.325351e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 136224 members 
Entering Unmasked Estep 
Score: -33253506.000000 Penalty: 14563.851562
	Iteration 73Q: 3 clusters Score -3.325351e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 136310 members 
Entering Unmasked Estep 
Score: -33253524.000000 Penalty: 14563.851562
	Iteration 74Q: 3 clusters Score -3.325352e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 136377 members 
Entering Unmasked Estep 
Score: -33253510.000000 Penalty: 14563.851562
	Iteration 75Q: 3 clusters Score -3.325351e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -33253490.000000 Penalty: 14563.851562
	Iteration 76Q: 3 clusters Score -3.325349e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 136502 members 
Entering Unmasked Estep 
Score: -33253476.000000 Penalty: 14563.851562
	Iteration 77Q: 3 clusters Score -3.325348e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 136562 members 
Entering Unmasked Estep 
Score: -33253430.000000 Penalty: 14563.851562
	Iteration 78Q: 3 clusters Score -3.325343e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 136617 members 
Entering Unmasked Estep 
Score: -33253422.000000 Penalty: 14563.851562
	Iteration 79Q: 3 clusters Score -3.325342e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 136674 members 
Entering Unmasked Estep 
Score: -33253402.000000 Penalty: 14563.851562
	Iteration 80F: 3 clusters Score -3.32534e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 136719 members 
Entering Unmasked Estep 
Score: -33253394.000000 Penalty: 14563.851562
	Iteration 81Q: 3 clusters Score -3.325339e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 136762 members 
Entering Unmasked Estep 
Score: -33253384.000000 Penalty: 14563.851562
	Iteration 82Q: 3 clusters Score -3.325338e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 136806 members 
Entering Unmasked Estep 
Score: -33253410.000000 Penalty: 14563.851562
	Iteration 83Q: 3 clusters Score -3.325341e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 136850 members 
Entering Unmasked Estep 
Score: -33253382.000000 Penalty: 14563.851562
	Iteration 84Q: 3 clusters Score -3.325338e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 136890 members 
Entering Unmasked Estep 
Score: -33253374.000000 Penalty: 14563.851562
	Iteration 85Q: 3 clusters Score -3.325337e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 136923 members 
Entering Unmasked Estep 
Score: -33253370.000000 Penalty: 14563.851562
	Iteration 86Q: 3 clusters Score -3.325337e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 136955 members 
Entering Unmasked Estep 
Score: -33253396.000000 Penalty: 14563.851562
	Iteration 87Q: 3 clusters Score -3.32534e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 136993 members 
Entering Unmasked Estep 
Score: -33253398.000000 Penalty: 14563.851562
	Iteration 88Q: 3 clusters Score -3.32534e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 137026 members 
Entering Unmasked Estep 
Score: -33253410.000000 Penalty: 14563.851562
	Iteration 89Q: 3 clusters Score -3.325341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -33253382.000000 Penalty: 14563.851562
	Iteration 90Q: 3 clusters Score -3.325338e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 137091 members 
Entering Unmasked Estep 
Score: -33253366.000000 Penalty: 14563.851562
	Iteration 91Q: 3 clusters Score -3.325337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 137111 members 
Entering Unmasked Estep 
Score: -33253364.000000 Penalty: 14563.851562
	Iteration 92Q: 3 clusters Score -3.325336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 137131 members 
Entering Unmasked Estep 
Score: -33253374.000000 Penalty: 14563.851562
	Iteration 93Q: 3 clusters Score -3.325337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 137159 members 
Entering Unmasked Estep 
Score: -33253334.000000 Penalty: 14563.851562
	Iteration 94Q: 3 clusters Score -3.325333e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 137185 members 
Entering Unmasked Estep 
Score: -33253298.000000 Penalty: 14563.851562
	Iteration 95Q: 3 clusters Score -3.32533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 137203 members 
Entering Unmasked Estep 
Score: -33253310.000000 Penalty: 14563.851562
	Iteration 96Q: 3 clusters Score -3.325331e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 137223 members 
Entering Unmasked Estep 
Score: -33253336.000000 Penalty: 14563.851562
	Iteration 97Q: 3 clusters Score -3.325334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 137236 members 
Entering Unmasked Estep 
Score: -33253334.000000 Penalty: 14563.851562
	Iteration 98Q: 3 clusters Score -3.325333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 137248 members 
Entering Unmasked Estep 
Score: -33253340.000000 Penalty: 14563.851562
	Iteration 99Q: 3 clusters Score -3.325334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 137261 members 
Entering Unmasked Estep 
Score: -33253340.000000 Penalty: 14563.851562
	Iteration 100F: 3 clusters Score -3.325334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 137276 members 
Entering Unmasked Estep 
Score: -33253342.000000 Penalty: 14563.851562
	Iteration 101Q: 3 clusters Score -3.325334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 137294 members 
Entering Unmasked Estep 
Score: -33253314.000000 Penalty: 14563.851562
	Iteration 102Q: 3 clusters Score -3.325331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 137312 members 
Entering Unmasked Estep 
Score: -33253330.000000 Penalty: 14563.851562
	Iteration 103Q: 3 clusters Score -3.325333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 137323 members 
Entering Unmasked Estep 
Score: -33253324.000000 Penalty: 14563.851562
	Iteration 104Q: 3 clusters Score -3.325332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 137331 members 
Entering Unmasked Estep 
Score: -33253328.000000 Penalty: 14563.851562
	Iteration 105Q: 3 clusters Score -3.325333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 137342 members 
Entering Unmasked Estep 
Score: -33253306.000000 Penalty: 14563.851562
	Iteration 106Q: 3 clusters Score -3.325331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 137352 members 
Entering Unmasked Estep 
Score: -33253290.000000 Penalty: 14563.851562
	Iteration 107Q: 3 clusters Score -3.325329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 137359 members 
Entering Unmasked Estep 
Score: -33253300.000000 Penalty: 14563.851562
	Iteration 108Q: 3 clusters Score -3.32533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -33253276.000000 Penalty: 14563.851562
	Iteration 109Q: 3 clusters Score -3.325328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 137382 members 
Entering Unmasked Estep 
Score: -33253300.000000 Penalty: 14563.851562
	Iteration 110Q: 3 clusters Score -3.32533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 137394 members 
Entering Unmasked Estep 
Score: -33253302.000000 Penalty: 14563.851562
	Iteration 111Q: 3 clusters Score -3.32533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 137405 members 
Entering Unmasked Estep 
Score: -33253296.000000 Penalty: 14563.851562
	Iteration 112Q: 3 clusters Score -3.32533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 137417 members 
Entering Unmasked Estep 
Score: -33253298.000000 Penalty: 14563.851562
	Iteration 113Q: 3 clusters Score -3.32533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -33253314.000000 Penalty: 14563.851562
	Iteration 114Q: 3 clusters Score -3.325331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 137432 members 
Entering Unmasked Estep 
Score: -33253274.000000 Penalty: 14563.851562
	Iteration 115Q: 3 clusters Score -3.325327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 137444 members 
Entering Unmasked Estep 
Score: -33253252.000000 Penalty: 14563.851562
	Iteration 116Q: 3 clusters Score -3.325325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 137454 members 
Entering Unmasked Estep 
Score: -33253300.000000 Penalty: 14563.851562
	Iteration 117Q: 3 clusters Score -3.32533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 137464 members 
Entering Unmasked Estep 
Score: -33253260.000000 Penalty: 14563.851562
	Iteration 118Q: 3 clusters Score -3.325326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 137474 members 
Entering Unmasked Estep 
Score: -33253244.000000 Penalty: 14563.851562
	Iteration 119Q: 3 clusters Score -3.325324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 137480 members 
Entering Unmasked Estep 
Score: -33253242.000000 Penalty: 14563.851562
	Iteration 120F: 3 clusters Score -3.325324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 137489 members 
Entering Unmasked Estep 
Score: -33253246.000000 Penalty: 14563.851562
	Iteration 121Q: 3 clusters Score -3.325325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 137498 members 
Entering Unmasked Estep 
Score: -33253260.000000 Penalty: 14563.851562
	Iteration 122Q: 3 clusters Score -3.325326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 137505 members 
Entering Unmasked Estep 
Score: -33253252.000000 Penalty: 14563.851562
	Iteration 123Q: 3 clusters Score -3.325325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 137510 members 
Entering Unmasked Estep 
Score: -33253256.000000 Penalty: 14563.851562
	Iteration 124Q: 3 clusters Score -3.325326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 137518 members 
Entering Unmasked Estep 
Score: -33253266.000000 Penalty: 14563.851562
	Iteration 125Q: 3 clusters Score -3.325327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 137523 members 
Entering Unmasked Estep 
Score: -33253258.000000 Penalty: 14563.851562
	Iteration 126Q: 3 clusters Score -3.325326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 137525 members 
Entering Unmasked Estep 
Score: -33253264.000000 Penalty: 14563.851562
	Iteration 127Q: 3 clusters Score -3.325326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 137526 members 
Entering Unmasked Estep 
Score: -33253260.000000 Penalty: 14563.851562
	Iteration 128Q: 3 clusters Score -3.325326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 137526 members 
Entering Unmasked Estep 
Score: -33253260.000000 Penalty: 14563.851562
	Iteration 129F: 3 clusters Score -3.325326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Entering Unmasked Estep 
Score: -7435629.500000 Penalty: 6359.744141
	Iteration 0F: 2 clusters Score -7435630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -7411317.000000 Penalty: 12719.488281
	Iteration 0F: 3 clusters Score -7411317 nChanged 13733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -7418491.500000 Penalty: 12719.488281
	Iteration 1F: 3 clusters Score -7418492 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -7419225.000000 Penalty: 12719.488281
	Iteration 2F: 3 clusters Score -7419225 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -7419731.500000 Penalty: 12719.488281
	Iteration 3Q: 3 clusters Score -7419732 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -7420175.500000 Penalty: 12719.488281
	Iteration 4Q: 3 clusters Score -7420176 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -7420527.500000 Penalty: 12719.488281
	Iteration 5Q: 3 clusters Score -7420528 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -7420916.500000 Penalty: 12719.488281
	Iteration 6Q: 3 clusters Score -7420916 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -7421296.500000 Penalty: 12719.488281
	Iteration 7Q: 3 clusters Score -7421296 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -7421624.500000 Penalty: 12719.488281
	Iteration 8Q: 3 clusters Score -7421624 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -7421944.000000 Penalty: 12719.488281
	Iteration 9Q: 3 clusters Score -7421944 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -7422366.500000 Penalty: 12719.488281
	Iteration 10Q: 3 clusters Score -7422366 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -7422769.500000 Penalty: 12719.488281
	Iteration 11Q: 3 clusters Score -7422770 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -7423214.500000 Penalty: 12719.488281
	Iteration 12Q: 3 clusters Score -7423214 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -7423733.500000 Penalty: 12719.488281
	Iteration 13Q: 3 clusters Score -7423734 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -7424260.000000 Penalty: 12719.488281
	Iteration 14Q: 3 clusters Score -7424260 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -7424865.000000 Penalty: 12719.488281
	Iteration 15Q: 3 clusters Score -7424865 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -7425534.500000 Penalty: 12719.488281
	Iteration 16Q: 3 clusters Score -7425534 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -7426167.000000 Penalty: 12719.488281
	Iteration 17Q: 3 clusters Score -7426167 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -7426762.000000 Penalty: 12719.488281
	Iteration 18Q: 3 clusters Score -7426762 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -7427296.000000 Penalty: 12719.488281
	Iteration 19Q: 3 clusters Score -7427296 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -7427784.500000 Penalty: 12719.488281
	Iteration 20F: 3 clusters Score -7427784 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -7428186.000000 Penalty: 12719.488281
	Iteration 21Q: 3 clusters Score -7428186 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -7428530.000000 Penalty: 12719.488281
	Iteration 22Q: 3 clusters Score -7428530 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -7428845.500000 Penalty: 12719.488281
	Iteration 23Q: 3 clusters Score -7428846 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -7429116.500000 Penalty: 12719.488281
	Iteration 24Q: 3 clusters Score -7429116 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -7429337.000000 Penalty: 12719.488281
	Iteration 25Q: 3 clusters Score -7429337 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -7429499.000000 Penalty: 12719.488281
	Iteration 26Q: 3 clusters Score -7429499 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -7429648.500000 Penalty: 12719.488281
	Iteration 27Q: 3 clusters Score -7429648 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -7429766.500000 Penalty: 12719.488281
	Iteration 28Q: 3 clusters Score -7429766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -7429860.500000 Penalty: 12719.488281
	Iteration 29Q: 3 clusters Score -7429860 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -7429934.500000 Penalty: 12719.488281
	Iteration 30Q: 3 clusters Score -7429934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -7430005.000000 Penalty: 12719.488281
	Iteration 31Q: 3 clusters Score -7430005 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -7430044.500000 Penalty: 12719.488281
	Iteration 32Q: 3 clusters Score -7430044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -7430125.000000 Penalty: 12719.488281
	Iteration 33Q: 3 clusters Score -7430125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -7430116.500000 Penalty: 12719.488281
	Iteration 34Q: 3 clusters Score -7430116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -7430153.500000 Penalty: 12719.488281
	Iteration 35Q: 3 clusters Score -7430154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -7430162.500000 Penalty: 12719.488281
	Iteration 36Q: 3 clusters Score -7430162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -7430189.000000 Penalty: 12719.488281
	Iteration 37Q: 3 clusters Score -7430189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -7430203.000000 Penalty: 12719.488281
	Iteration 38Q: 3 clusters Score -7430203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -7430195.500000 Penalty: 12719.488281
	Iteration 39Q: 3 clusters Score -7430196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -7430213.000000 Penalty: 12719.488281
	Iteration 40F: 3 clusters Score -7430213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -7430217.500000 Penalty: 12719.488281
	Iteration 41Q: 3 clusters Score -7430218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -7430211.500000 Penalty: 12719.488281
	Iteration 42Q: 3 clusters Score -7430212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -7430220.000000 Penalty: 12719.488281
	Iteration 43Q: 3 clusters Score -7430220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -7430237.500000 Penalty: 12719.488281
	Iteration 44Q: 3 clusters Score -7430238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -7430236.000000 Penalty: 12719.488281
	Iteration 45Q: 3 clusters Score -7430236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -7430239.500000 Penalty: 12719.488281
	Iteration 46Q: 3 clusters Score -7430240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -7430253.000000 Penalty: 12719.488281
	Iteration 47Q: 3 clusters Score -7430253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -7430252.500000 Penalty: 12719.488281
	Iteration 48Q: 3 clusters Score -7430252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -7430256.500000 Penalty: 12719.488281
	Iteration 49Q: 3 clusters Score -7430256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -7430263.000000 Penalty: 12719.488281
	Iteration 50Q: 3 clusters Score -7430263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -7430263.500000 Penalty: 12719.488281
	Iteration 51Q: 3 clusters Score -7430264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -7430265.500000 Penalty: 12719.488281
	Iteration 52Q: 3 clusters Score -7430266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -7430263.000000 Penalty: 12719.488281
	Iteration 53Q: 3 clusters Score -7430263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -7430266.000000 Penalty: 12719.488281
	Iteration 54Q: 3 clusters Score -7430266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -7430259.500000 Penalty: 12719.488281
	Iteration 55Q: 3 clusters Score -7430260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -7430265.500000 Penalty: 12719.488281
	Iteration 56Q: 3 clusters Score -7430266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -7430266.000000 Penalty: 12719.488281
	Iteration 57Q: 3 clusters Score -7430266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -7430268.500000 Penalty: 12719.488281
	Iteration 58Q: 3 clusters Score -7430268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -7430268.500000 Penalty: 12719.488281
	Iteration 59F: 3 clusters Score -7430268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Entering Unmasked Estep 
Score: -14890234.000000 Penalty: 6789.487305
	Iteration 0F: 2 clusters Score -1.489023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -14844753.000000 Penalty: 13578.974609
	Iteration 0F: 3 clusters Score -1.484475e+07 nChanged 29110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -14860543.000000 Penalty: 13578.974609
	Iteration 1F: 3 clusters Score -1.486054e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -14861578.000000 Penalty: 13578.974609
	Iteration 2Q: 3 clusters Score -1.486158e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -14862519.000000 Penalty: 13578.974609
	Iteration 3Q: 3 clusters Score -1.486252e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -14863388.000000 Penalty: 13578.974609
	Iteration 4Q: 3 clusters Score -1.486339e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -14864390.000000 Penalty: 13578.974609
	Iteration 5Q: 3 clusters Score -1.486439e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -14865639.000000 Penalty: 13578.974609
	Iteration 6Q: 3 clusters Score -1.486564e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -14867571.000000 Penalty: 13578.974609
	Iteration 7F: 3 clusters Score -1.486757e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -14870358.000000 Penalty: 13578.974609
	Iteration 8F: 3 clusters Score -1.487036e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -14873834.000000 Penalty: 13578.974609
	Iteration 9F: 3 clusters Score -1.487383e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -14877277.000000 Penalty: 13578.974609
	Iteration 10F: 3 clusters Score -1.487728e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -14879931.000000 Penalty: 13578.974609
	Iteration 11Q: 3 clusters Score -1.487993e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -14881689.000000 Penalty: 13578.974609
	Iteration 12Q: 3 clusters Score -1.488169e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -14882725.000000 Penalty: 13578.974609
	Iteration 13Q: 3 clusters Score -1.488272e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -14883324.000000 Penalty: 13578.974609
	Iteration 14Q: 3 clusters Score -1.488332e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14883707.000000 Penalty: 13578.974609
	Iteration 15Q: 3 clusters Score -1.488371e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -14883940.000000 Penalty: 13578.974609
	Iteration 16Q: 3 clusters Score -1.488394e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -14884045.000000 Penalty: 13578.974609
	Iteration 17Q: 3 clusters Score -1.488404e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14884087.000000 Penalty: 13578.974609
	Iteration 18Q: 3 clusters Score -1.488409e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -14884147.000000 Penalty: 13578.974609
	Iteration 19Q: 3 clusters Score -1.488415e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14884187.000000 Penalty: 13578.974609
	Iteration 20F: 3 clusters Score -1.488419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14884211.000000 Penalty: 13578.974609
	Iteration 21Q: 3 clusters Score -1.488421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14884231.000000 Penalty: 13578.974609
	Iteration 22Q: 3 clusters Score -1.488423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -14884242.000000 Penalty: 13578.974609
	Iteration 23Q: 3 clusters Score -1.488424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14884260.000000 Penalty: 13578.974609
	Iteration 24Q: 3 clusters Score -1.488426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -14884252.000000 Penalty: 13578.974609
	Iteration 25Q: 3 clusters Score -1.488425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14884282.000000 Penalty: 13578.974609
	Iteration 26Q: 3 clusters Score -1.488428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14884289.000000 Penalty: 13578.974609
	Iteration 27Q: 3 clusters Score -1.488429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14884297.000000 Penalty: 13578.974609
	Iteration 28Q: 3 clusters Score -1.48843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14884291.000000 Penalty: 13578.974609
	Iteration 29Q: 3 clusters Score -1.488429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14884307.000000 Penalty: 13578.974609
	Iteration 30Q: 3 clusters Score -1.488431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14884307.000000 Penalty: 13578.974609
	Iteration 31F: 3 clusters Score -1.488431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Entering Unmasked Estep 
Score: -14160637.000000 Penalty: 6788.875977
	Iteration 0F: 2 clusters Score -1.416064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -14115376.000000 Penalty: 13577.751953
	Iteration 0F: 3 clusters Score -1.411538e+07 nChanged 29051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -14131017.000000 Penalty: 13577.751953
	Iteration 1F: 3 clusters Score -1.413102e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -14132197.000000 Penalty: 13577.751953
	Iteration 2F: 3 clusters Score -1.41322e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -14133594.000000 Penalty: 13577.751953
	Iteration 3Q: 3 clusters Score -1.413359e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -14135011.000000 Penalty: 13577.751953
	Iteration 4Q: 3 clusters Score -1.413501e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -14136680.000000 Penalty: 13577.751953
	Iteration 5Q: 3 clusters Score -1.413668e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -14138786.000000 Penalty: 13577.751953
	Iteration 6F: 3 clusters Score -1.413879e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -14140950.000000 Penalty: 13577.751953
	Iteration 7F: 3 clusters Score -1.414095e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -14143107.000000 Penalty: 13577.751953
	Iteration 8F: 3 clusters Score -1.414311e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -14144980.000000 Penalty: 13577.751953
	Iteration 9F: 3 clusters Score -1.414498e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -14146531.000000 Penalty: 13577.751953
	Iteration 10Q: 3 clusters Score -1.414653e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -14147553.000000 Penalty: 13577.751953
	Iteration 11Q: 3 clusters Score -1.414755e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -14148344.000000 Penalty: 13577.751953
	Iteration 12Q: 3 clusters Score -1.414834e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -14148930.000000 Penalty: 13577.751953
	Iteration 13Q: 3 clusters Score -1.414893e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -14149284.000000 Penalty: 13577.751953
	Iteration 14Q: 3 clusters Score -1.414928e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -14149704.000000 Penalty: 13577.751953
	Iteration 15Q: 3 clusters Score -1.41497e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -14149931.000000 Penalty: 13577.751953
	Iteration 16Q: 3 clusters Score -1.414993e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -14150072.000000 Penalty: 13577.751953
	Iteration 17Q: 3 clusters Score -1.415007e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -14150255.000000 Penalty: 13577.751953
	Iteration 18Q: 3 clusters Score -1.415026e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -14150363.000000 Penalty: 13577.751953
	Iteration 19Q: 3 clusters Score -1.415036e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -14150448.000000 Penalty: 13577.751953
	Iteration 20F: 3 clusters Score -1.415045e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -14150442.000000 Penalty: 13577.751953
	Iteration 21Q: 3 clusters Score -1.415044e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -14150468.000000 Penalty: 13577.751953
	Iteration 22Q: 3 clusters Score -1.415047e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -14150568.000000 Penalty: 13577.751953
	Iteration 23Q: 3 clusters Score -1.415057e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -14150631.000000 Penalty: 13577.751953
	Iteration 24Q: 3 clusters Score -1.415063e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -14150627.000000 Penalty: 13577.751953
	Iteration 25Q: 3 clusters Score -1.415063e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -14150693.000000 Penalty: 13577.751953
	Iteration 26Q: 3 clusters Score -1.415069e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -14150741.000000 Penalty: 13577.751953
	Iteration 27Q: 3 clusters Score -1.415074e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -14150748.000000 Penalty: 13577.751953
	Iteration 28Q: 3 clusters Score -1.415075e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -14150789.000000 Penalty: 13577.751953
	Iteration 29Q: 3 clusters Score -1.415079e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -14150822.000000 Penalty: 13577.751953
	Iteration 30Q: 3 clusters Score -1.415082e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -14150845.000000 Penalty: 13577.751953
	Iteration 31Q: 3 clusters Score -1.415084e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -14150855.000000 Penalty: 13577.751953
	Iteration 32Q: 3 clusters Score -1.415086e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -14150881.000000 Penalty: 13577.751953
	Iteration 33Q: 3 clusters Score -1.415088e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -14150936.000000 Penalty: 13577.751953
	Iteration 34Q: 3 clusters Score -1.415094e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -14150986.000000 Penalty: 13577.751953
	Iteration 35Q: 3 clusters Score -1.415099e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -14151010.000000 Penalty: 13577.751953
	Iteration 36Q: 3 clusters Score -1.415101e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -14151086.000000 Penalty: 13577.751953
	Iteration 37Q: 3 clusters Score -1.415109e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -14151104.000000 Penalty: 13577.751953
	Iteration 38Q: 3 clusters Score -1.41511e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -14151163.000000 Penalty: 13577.751953
	Iteration 39Q: 3 clusters Score -1.415116e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -14151172.000000 Penalty: 13577.751953
	Iteration 40F: 3 clusters Score -1.415117e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -14151192.000000 Penalty: 13577.751953
	Iteration 41Q: 3 clusters Score -1.415119e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -14151216.000000 Penalty: 13577.751953
	Iteration 42Q: 3 clusters Score -1.415122e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -14151187.000000 Penalty: 13577.751953
	Iteration 43Q: 3 clusters Score -1.415119e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -14151199.000000 Penalty: 13577.751953
	Iteration 44Q: 3 clusters Score -1.41512e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -14151222.000000 Penalty: 13577.751953
	Iteration 45Q: 3 clusters Score -1.415122e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -14151276.000000 Penalty: 13577.751953
	Iteration 46Q: 3 clusters Score -1.415128e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -14151322.000000 Penalty: 13577.751953
	Iteration 47Q: 3 clusters Score -1.415132e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -14151318.000000 Penalty: 13577.751953
	Iteration 48Q: 3 clusters Score -1.415132e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -14151334.000000 Penalty: 13577.751953
	Iteration 49Q: 3 clusters Score -1.415133e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -14151384.000000 Penalty: 13577.751953
	Iteration 50Q: 3 clusters Score -1.415138e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -14151392.000000 Penalty: 13577.751953
	Iteration 51Q: 3 clusters Score -1.415139e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -14151401.000000 Penalty: 13577.751953
	Iteration 52Q: 3 clusters Score -1.41514e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -14151423.000000 Penalty: 13577.751953
	Iteration 53Q: 3 clusters Score -1.415142e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -14151467.000000 Penalty: 13577.751953
	Iteration 54Q: 3 clusters Score -1.415147e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -14151479.000000 Penalty: 13577.751953
	Iteration 55Q: 3 clusters Score -1.415148e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -14151574.000000 Penalty: 13577.751953
	Iteration 56Q: 3 clusters Score -1.415157e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -14151586.000000 Penalty: 13577.751953
	Iteration 57Q: 3 clusters Score -1.415159e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -14151597.000000 Penalty: 13577.751953
	Iteration 58Q: 3 clusters Score -1.41516e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -14151621.000000 Penalty: 13577.751953
	Iteration 59Q: 3 clusters Score -1.415162e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -14151635.000000 Penalty: 13577.751953
	Iteration 60F: 3 clusters Score -1.415164e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -14151625.000000 Penalty: 13577.751953
	Iteration 61Q: 3 clusters Score -1.415162e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -14151609.000000 Penalty: 13577.751953
	Iteration 62Q: 3 clusters Score -1.415161e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -14151640.000000 Penalty: 13577.751953
	Iteration 63Q: 3 clusters Score -1.415164e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -14151630.000000 Penalty: 13577.751953
	Iteration 64Q: 3 clusters Score -1.415163e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -14151695.000000 Penalty: 13577.751953
	Iteration 65Q: 3 clusters Score -1.41517e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.415174e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -14151714.000000 Penalty: 13577.751953
	Iteration 67Q: 3 clusters Score -1.415171e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -14151760.000000 Penalty: 13577.751953
	Iteration 68Q: 3 clusters Score -1.415176e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -14151810.000000 Penalty: 13577.751953
	Iteration 69Q: 3 clusters Score -1.415181e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -14151849.000000 Penalty: 13577.751953
	Iteration 70Q: 3 clusters Score -1.415185e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -14151830.000000 Penalty: 13577.751953
	Iteration 71Q: 3 clusters Score -1.415183e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -14151851.000000 Penalty: 13577.751953
	Iteration 72Q: 3 clusters Score -1.415185e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -14151889.000000 Penalty: 13577.751953
	Iteration 73Q: 3 clusters Score -1.415189e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -14151932.000000 Penalty: 13577.751953
	Iteration 74Q: 3 clusters Score -1.415193e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -14151988.000000 Penalty: 13577.751953
	Iteration 75Q: 3 clusters Score -1.415199e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -14151978.000000 Penalty: 13577.751953
	Iteration 76Q: 3 clusters Score -1.415198e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -14152012.000000 Penalty: 13577.751953
	Iteration 77Q: 3 clusters Score -1.415201e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -14152057.000000 Penalty: 13577.751953
	Iteration 78Q: 3 clusters Score -1.415206e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -14152102.000000 Penalty: 13577.751953
	Iteration 79Q: 3 clusters Score -1.41521e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -14152142.000000 Penalty: 13577.751953
	Iteration 80F: 3 clusters Score -1.415214e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -14152156.000000 Penalty: 13577.751953
	Iteration 81Q: 3 clusters Score -1.415216e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -14152186.000000 Penalty: 13577.751953
	Iteration 82Q: 3 clusters Score -1.415219e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -14152266.000000 Penalty: 13577.751953
	Iteration 83Q: 3 clusters Score -1.415227e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -14152303.000000 Penalty: 13577.751953
	Iteration 84Q: 3 clusters Score -1.41523e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -14152387.000000 Penalty: 13577.751953
	Iteration 85Q: 3 clusters Score -1.415239e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -14152513.000000 Penalty: 13577.751953
	Iteration 86Q: 3 clusters Score -1.415251e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -14152594.000000 Penalty: 13577.751953
	Iteration 87Q: 3 clusters Score -1.415259e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -14152618.000000 Penalty: 13577.751953
	Iteration 88Q: 3 clusters Score -1.415262e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.415267e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -14152863.000000 Penalty: 13577.751953
	Iteration 90Q: 3 clusters Score -1.415286e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -14153010.000000 Penalty: 13577.751953
	Iteration 91Q: 3 clusters Score -1.415301e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -14153088.000000 Penalty: 13577.751953
	Iteration 92Q: 3 clusters Score -1.415309e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -14153194.000000 Penalty: 13577.751953
	Iteration 93Q: 3 clusters Score -1.415319e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -14153305.000000 Penalty: 13577.751953
	Iteration 94Q: 3 clusters Score -1.41533e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -14153418.000000 Penalty: 13577.751953
	Iteration 95Q: 3 clusters Score -1.415342e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -14153535.000000 Penalty: 13577.751953
	Iteration 96Q: 3 clusters Score -1.415354e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -14153644.000000 Penalty: 13577.751953
	Iteration 97Q: 3 clusters Score -1.415364e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -14153767.000000 Penalty: 13577.751953
	Iteration 98Q: 3 clusters Score -1.415377e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -14153833.000000 Penalty: 13577.751953
	Iteration 99Q: 3 clusters Score -1.415383e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -14154036.000000 Penalty: 13577.751953
	Iteration 100F: 3 clusters Score -1.415404e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -14154288.000000 Penalty: 13577.751953
	Iteration 101Q: 3 clusters Score -1.415429e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -14154530.000000 Penalty: 13577.751953
	Iteration 102Q: 3 clusters Score -1.415453e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -14154933.000000 Penalty: 13577.751953
	Iteration 103Q: 3 clusters Score -1.415493e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -14155391.000000 Penalty: 13577.751953
	Iteration 104Q: 3 clusters Score -1.415539e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
Score: -14155820.000000 Penalty: 13577.751953
	Iteration 105Q: 3 clusters Score -1.415582e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -14156312.000000 Penalty: 13577.751953
	Iteration 106Q: 3 clusters Score -1.415631e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -14156848.000000 Penalty: 13577.751953
	Iteration 107Q: 3 clusters Score -1.415685e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -14157455.000000 Penalty: 13577.751953
	Iteration 108Q: 3 clusters Score -1.415746e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -14158044.000000 Penalty: 13577.751953
	Iteration 109Q: 3 clusters Score -1.415804e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -14158458.000000 Penalty: 13577.751953
	Iteration 110Q: 3 clusters Score -1.415846e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -14158775.000000 Penalty: 13577.751953
	Iteration 111Q: 3 clusters Score -1.415878e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -14159012.000000 Penalty: 13577.751953
	Iteration 112Q: 3 clusters Score -1.415901e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -14159096.000000 Penalty: 13577.751953
	Iteration 113Q: 3 clusters Score -1.41591e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -14159204.000000 Penalty: 13577.751953
	Iteration 114Q: 3 clusters Score -1.41592e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -14159256.000000 Penalty: 13577.751953
	Iteration 115Q: 3 clusters Score -1.415926e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -14159304.000000 Penalty: 13577.751953
	Iteration 116Q: 3 clusters Score -1.41593e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -14159349.000000 Penalty: 13577.751953
	Iteration 117Q: 3 clusters Score -1.415935e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -14159340.000000 Penalty: 13577.751953
	Iteration 118Q: 3 clusters Score -1.415934e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -14159375.000000 Penalty: 13577.751953
	Iteration 119Q: 3 clusters Score -1.415938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -14159613.000000 Penalty: 13577.751953
	Iteration 120F: 3 clusters Score -1.415961e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -14159763.000000 Penalty: 13577.751953
	Iteration 121Q: 3 clusters Score -1.415976e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -14159784.000000 Penalty: 13577.751953
	Iteration 122Q: 3 clusters Score -1.415978e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -14159836.000000 Penalty: 13577.751953
	Iteration 123Q: 3 clusters Score -1.415984e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -14159867.000000 Penalty: 13577.751953
	Iteration 124Q: 3 clusters Score -1.415987e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -14159881.000000 Penalty: 13577.751953
	Iteration 125Q: 3 clusters Score -1.415988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -14159900.000000 Penalty: 13577.751953
	Iteration 126Q: 3 clusters Score -1.41599e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -14159893.000000 Penalty: 13577.751953
	Iteration 127Q: 3 clusters Score -1.415989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -14159902.000000 Penalty: 13577.751953
	Iteration 128Q: 3 clusters Score -1.41599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -14159908.000000 Penalty: 13577.751953
	Iteration 129Q: 3 clusters Score -1.415991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -14159930.000000 Penalty: 13577.751953
	Iteration 130Q: 3 clusters Score -1.415993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -14159936.000000 Penalty: 13577.751953
	Iteration 131Q: 3 clusters Score -1.415994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -14159932.000000 Penalty: 13577.751953
	Iteration 132Q: 3 clusters Score -1.415993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -14159929.000000 Penalty: 13577.751953
	Iteration 133Q: 3 clusters Score -1.415993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -14159919.000000 Penalty: 13577.751953
	Iteration 134Q: 3 clusters Score -1.415992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -14159941.000000 Penalty: 13577.751953
	Iteration 135Q: 3 clusters Score -1.415994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -14159937.000000 Penalty: 13577.751953
	Iteration 136Q: 3 clusters Score -1.415994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -14159936.000000 Penalty: 13577.751953
	Iteration 137Q: 3 clusters Score -1.415994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -14159933.000000 Penalty: 13577.751953
	Iteration 138Q: 3 clusters Score -1.415993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -14159948.000000 Penalty: 13577.751953
	Iteration 139Q: 3 clusters Score -1.415995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -14159931.000000 Penalty: 13577.751953
	Iteration 140F: 3 clusters Score -1.415993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Entering Unmasked Estep 
Score: -2031269.125000 Penalty: 5593.184570
	Iteration 0F: 2 clusters Score -2031269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2021513.625000 Penalty: 11186.369141
	Iteration 0F: 3 clusters Score -2021514 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2023447.875000 Penalty: 11186.369141
	Iteration 1F: 3 clusters Score -2023448 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2023845.250000 Penalty: 11186.369141
	Iteration 2F: 3 clusters Score -2023845 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2024060.375000 Penalty: 11186.369141
	Iteration 3Q: 3 clusters Score -2024060 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2024233.500000 Penalty: 11186.369141
	Iteration 4Q: 3 clusters Score -2024234 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2024368.250000 Penalty: 11186.369141
	Iteration 5Q: 3 clusters Score -2024368 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2024475.500000 Penalty: 11186.369141
	Iteration 6Q: 3 clusters Score -2024476 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2024580.875000 Penalty: 11186.369141
	Iteration 7Q: 3 clusters Score -2024581 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2024660.375000 Penalty: 11186.369141
	Iteration 8Q: 3 clusters Score -2024660 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2024775.125000 Penalty: 11186.369141
	Iteration 9Q: 3 clusters Score -2024775 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2024863.625000 Penalty: 11186.369141
	Iteration 10Q: 3 clusters Score -2024864 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2024948.125000 Penalty: 11186.369141
	Iteration 11Q: 3 clusters Score -2024948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2025017.875000 Penalty: 11186.369141
	Iteration 12Q: 3 clusters Score -2025018 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2025092.500000 Penalty: 11186.369141
	Iteration 13Q: 3 clusters Score -2025092 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2025178.750000 Penalty: 11186.369141
	Iteration 14Q: 3 clusters Score -2025179 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2025253.750000 Penalty: 11186.369141
	Iteration 15Q: 3 clusters Score -2025254 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2025319.500000 Penalty: 11186.369141
	Iteration 16Q: 3 clusters Score -2025320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2025377.000000 Penalty: 11186.369141
	Iteration 17Q: 3 clusters Score -2025377 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2025434.875000 Penalty: 11186.369141
	Iteration 18Q: 3 clusters Score -2025435 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2025479.375000 Penalty: 11186.369141
	Iteration 19Q: 3 clusters Score -2025479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2025513.000000 Penalty: 11186.369141
	Iteration 20F: 3 clusters Score -2025513 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2025561.750000 Penalty: 11186.369141
	Iteration 21Q: 3 clusters Score -2025562 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2025607.750000 Penalty: 11186.369141
	Iteration 22Q: 3 clusters Score -2025608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2025657.750000 Penalty: 11186.369141
	Iteration 23Q: 3 clusters Score -2025658 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2025721.750000 Penalty: 11186.369141
	Iteration 24Q: 3 clusters Score -2025722 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2025787.625000 Penalty: 11186.369141
	Iteration 25Q: 3 clusters Score -2025788 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2025856.125000 Penalty: 11186.369141
	Iteration 26Q: 3 clusters Score -2025856 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2025922.875000 Penalty: 11186.369141
	Iteration 27Q: 3 clusters Score -2025923 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2025989.750000 Penalty: 11186.369141
	Iteration 28Q: 3 clusters Score -2025990 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2026077.750000 Penalty: 11186.369141
	Iteration 29Q: 3 clusters Score -2026078 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2026151.875000 Penalty: 11186.369141
	Iteration 30Q: 3 clusters Score -2026152 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2026209.125000 Penalty: 11186.369141
	Iteration 31Q: 3 clusters Score -2026209 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2026269.875000 Penalty: 11186.369141
	Iteration 32Q: 3 clusters Score -2026270 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2026327.500000 Penalty: 11186.369141
	Iteration 33Q: 3 clusters Score -2026328 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2026389.000000 Penalty: 11186.369141
	Iteration 34Q: 3 clusters Score -2026389 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2026455.125000 Penalty: 11186.369141
	Iteration 35Q: 3 clusters Score -2026455 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2026519.000000 Penalty: 11186.369141
	Iteration 36Q: 3 clusters Score -2026519 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2026601.000000 Penalty: 11186.369141
	Iteration 37Q: 3 clusters Score -2026601 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2026687.875000 Penalty: 11186.369141
	Iteration 38Q: 3 clusters Score -2026688 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2026781.125000 Penalty: 11186.369141
	Iteration 39Q: 3 clusters Score -2026781 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2026871.500000 Penalty: 11186.369141
	Iteration 40F: 3 clusters Score -2026872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2026957.875000 Penalty: 11186.369141
	Iteration 41Q: 3 clusters Score -2026958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2027034.625000 Penalty: 11186.369141
	Iteration 42Q: 3 clusters Score -2027035 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2027102.750000 Penalty: 11186.369141
	Iteration 43Q: 3 clusters Score -2027103 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2027161.625000 Penalty: 11186.369141
	Iteration 44Q: 3 clusters Score -2027162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2027204.125000 Penalty: 11186.369141
	Iteration 45Q: 3 clusters Score -2027204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2027237.875000 Penalty: 11186.369141
	Iteration 46Q: 3 clusters Score -2027238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2027270.000000 Penalty: 11186.369141
	Iteration 47Q: 3 clusters Score -2027270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2027304.000000 Penalty: 11186.369141
	Iteration 48Q: 3 clusters Score -2027304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2027329.125000 Penalty: 11186.369141
	Iteration 49Q: 3 clusters Score -2027329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2027364.625000 Penalty: 11186.369141
	Iteration 50Q: 3 clusters Score -2027365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2027398.250000 Penalty: 11186.369141
	Iteration 51Q: 3 clusters Score -2027398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2027426.750000 Penalty: 11186.369141
	Iteration 52Q: 3 clusters Score -2027427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2027443.750000 Penalty: 11186.369141
	Iteration 53Q: 3 clusters Score -2027444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2027462.625000 Penalty: 11186.369141
	Iteration 54Q: 3 clusters Score -2027463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2027476.500000 Penalty: 11186.369141
	Iteration 55Q: 3 clusters Score -2027476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2027480.625000 Penalty: 11186.369141
	Iteration 56Q: 3 clusters Score -2027481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2027492.250000 Penalty: 11186.369141
	Iteration 57Q: 3 clusters Score -2027492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2027504.250000 Penalty: 11186.369141
	Iteration 58Q: 3 clusters Score -2027504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2027512.250000 Penalty: 11186.369141
	Iteration 59Q: 3 clusters Score -2027512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2027523.625000 Penalty: 11186.369141
	Iteration 60F: 3 clusters Score -2027524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2027530.500000 Penalty: 11186.369141
	Iteration 61Q: 3 clusters Score -2027530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2027538.625000 Penalty: 11186.369141
	Iteration 62Q: 3 clusters Score -2027539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2027542.500000 Penalty: 11186.369141
	Iteration 63Q: 3 clusters Score -2027542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2027548.875000 Penalty: 11186.369141
	Iteration 64Q: 3 clusters Score -2027549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2027551.250000 Penalty: 11186.369141
	Iteration 65Q: 3 clusters Score -2027551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2027562.125000 Penalty: 11186.369141
	Iteration 66Q: 3 clusters Score -2027562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2027563.750000 Penalty: 11186.369141
	Iteration 67Q: 3 clusters Score -2027564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2027569.250000 Penalty: 11186.369141
	Iteration 68Q: 3 clusters Score -2027569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2027570.875000 Penalty: 11186.369141
	Iteration 69Q: 3 clusters Score -2027571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2027576.875000 Penalty: 11186.369141
	Iteration 70Q: 3 clusters Score -2027577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2027578.500000 Penalty: 11186.369141
	Iteration 71Q: 3 clusters Score -2027578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2027583.375000 Penalty: 11186.369141
	Iteration 72Q: 3 clusters Score -2027583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2027580.750000 Penalty: 11186.369141
	Iteration 73Q: 3 clusters Score -2027581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2027585.500000 Penalty: 11186.369141
	Iteration 74Q: 3 clusters Score -2027586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2027586.500000 Penalty: 11186.369141
	Iteration 75Q: 3 clusters Score -2027586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2027584.500000 Penalty: 11186.369141
	Iteration 76Q: 3 clusters Score -2027584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2027588.500000 Penalty: 11186.369141
	Iteration 77Q: 3 clusters Score -2027588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2027589.875000 Penalty: 11186.369141
	Iteration 78Q: 3 clusters Score -2027590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2027594.875000 Penalty: 11186.369141
	Iteration 79Q: 3 clusters Score -2027595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2027597.875000 Penalty: 11186.369141
	Iteration 80F: 3 clusters Score -2027598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2027593.875000 Penalty: 11186.369141
	Iteration 81Q: 3 clusters Score -2027594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2027594.875000 Penalty: 11186.369141
	Iteration 82Q: 3 clusters Score -2027595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2027596.000000 Penalty: 11186.369141
	Iteration 83Q: 3 clusters Score -2027596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2027597.500000 Penalty: 11186.369141
	Iteration 84Q: 3 clusters Score -2027598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2027597.500000 Penalty: 11186.369141
	Iteration 85F: 3 clusters Score -2027598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Entering Unmasked Estep 
Score: -5203304.500000 Penalty: 6160.793457
	Iteration 0F: 2 clusters Score -5203304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -5184687.000000 Penalty: 12321.586914
	Iteration 0F: 3 clusters Score -5184687 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -5190014.500000 Penalty: 12321.586914
	Iteration 1F: 3 clusters Score -5190014 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -5190895.500000 Penalty: 12321.586914
	Iteration 2F: 3 clusters Score -5190896 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -5191687.000000 Penalty: 12321.586914
	Iteration 3F: 3 clusters Score -5191687 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -5192367.500000 Penalty: 12321.586914
	Iteration 4F: 3 clusters Score -5192368 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -5193093.500000 Penalty: 12321.586914
	Iteration 5Q: 3 clusters Score -5193094 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -5193685.500000 Penalty: 12321.586914
	Iteration 6Q: 3 clusters Score -5193686 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -5194154.000000 Penalty: 12321.586914
	Iteration 7Q: 3 clusters Score -5194154 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -5194697.500000 Penalty: 12321.586914
	Iteration 8Q: 3 clusters Score -5194698 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -5195155.500000 Penalty: 12321.586914
	Iteration 9Q: 3 clusters Score -5195156 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -5195611.500000 Penalty: 12321.586914
	Iteration 10Q: 3 clusters Score -5195612 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5196081.500000 Penalty: 12321.586914
	Iteration 11Q: 3 clusters Score -5196082 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5196461.000000 Penalty: 12321.586914
	Iteration 12Q: 3 clusters Score -5196461 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5196803.500000 Penalty: 12321.586914
	Iteration 13Q: 3 clusters Score -5196804 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -5197078.500000 Penalty: 12321.586914
	Iteration 14Q: 3 clusters Score -5197078 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5197318.500000 Penalty: 12321.586914
	Iteration 15Q: 3 clusters Score -5197318 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5197493.000000 Penalty: 12321.586914
	Iteration 16Q: 3 clusters Score -5197493 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5197618.000000 Penalty: 12321.586914
	Iteration 17Q: 3 clusters Score -5197618 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5197732.000000 Penalty: 12321.586914
	Iteration 18Q: 3 clusters Score -5197732 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5197797.000000 Penalty: 12321.586914
	Iteration 19Q: 3 clusters Score -5197797 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5197850.500000 Penalty: 12321.586914
	Iteration 20F: 3 clusters Score -5197850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5197933.000000 Penalty: 12321.586914
	Iteration 21Q: 3 clusters Score -5197933 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5197967.500000 Penalty: 12321.586914
	Iteration 22Q: 3 clusters Score -5197968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5198011.500000 Penalty: 12321.586914
	Iteration 23Q: 3 clusters Score -5198012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5198055.000000 Penalty: 12321.586914
	Iteration 24Q: 3 clusters Score -5198055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5198102.000000 Penalty: 12321.586914
	Iteration 25Q: 3 clusters Score -5198102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5198149.000000 Penalty: 12321.586914
	Iteration 26Q: 3 clusters Score -5198149 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5198195.000000 Penalty: 12321.586914
	Iteration 27Q: 3 clusters Score -5198195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5198234.500000 Penalty: 12321.586914
	Iteration 28Q: 3 clusters Score -5198234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5198264.500000 Penalty: 12321.586914
	Iteration 29Q: 3 clusters Score -5198264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5198310.500000 Penalty: 12321.586914
	Iteration 30Q: 3 clusters Score -5198310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5198361.000000 Penalty: 12321.586914
	Iteration 31Q: 3 clusters Score -5198361 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5198382.500000 Penalty: 12321.586914
	Iteration 32Q: 3 clusters Score -5198382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5198397.000000 Penalty: 12321.586914
	Iteration 33Q: 3 clusters Score -5198397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5198413.500000 Penalty: 12321.586914
	Iteration 34Q: 3 clusters Score -5198414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5198438.000000 Penalty: 12321.586914
	Iteration 35Q: 3 clusters Score -5198438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5198453.500000 Penalty: 12321.586914
	Iteration 36Q: 3 clusters Score -5198454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5198457.500000 Penalty: 12321.586914
	Iteration 37Q: 3 clusters Score -5198458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5198463.500000 Penalty: 12321.586914
	Iteration 38Q: 3 clusters Score -5198464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5198465.000000 Penalty: 12321.586914
	Iteration 39Q: 3 clusters Score -5198465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5198466.500000 Penalty: 12321.586914
	Iteration 40F: 3 clusters Score -5198466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5198472.000000 Penalty: 12321.586914
	Iteration 41Q: 3 clusters Score -5198472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5198471.500000 Penalty: 12321.586914
	Iteration 42Q: 3 clusters Score -5198472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5198471.500000 Penalty: 12321.586914
	Iteration 43F: 3 clusters Score -5198472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Entering Unmasked Estep 
Score: -3782590.500000 Penalty: 5974.041016
	Iteration 0F: 2 clusters Score -3782590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3767880.500000 Penalty: 11948.082031
	Iteration 0F: 3 clusters Score -3767880 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3771574.000000 Penalty: 11948.082031
	Iteration 1F: 3 clusters Score -3771574 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3772207.750000 Penalty: 11948.082031
	Iteration 2F: 3 clusters Score -3772208 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3772623.500000 Penalty: 11948.082031
	Iteration 3Q: 3 clusters Score -3772624 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3772940.750000 Penalty: 11948.082031
	Iteration 4Q: 3 clusters Score -3772941 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3773200.750000 Penalty: 11948.082031
	Iteration 5Q: 3 clusters Score -3773201 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3773455.750000 Penalty: 11948.082031
	Iteration 6Q: 3 clusters Score -3773456 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3773687.500000 Penalty: 11948.082031
	Iteration 7Q: 3 clusters Score -3773688 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3773950.250000 Penalty: 11948.082031
	Iteration 8Q: 3 clusters Score -3773950 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3774197.750000 Penalty: 11948.082031
	Iteration 9Q: 3 clusters Score -3774198 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3774479.250000 Penalty: 11948.082031
	Iteration 10Q: 3 clusters Score -3774479 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3774804.750000 Penalty: 11948.082031
	Iteration 11Q: 3 clusters Score -3774805 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3775206.500000 Penalty: 11948.082031
	Iteration 12Q: 3 clusters Score -3775206 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3775720.250000 Penalty: 11948.082031
	Iteration 13Q: 3 clusters Score -3775720 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -3776321.250000 Penalty: 11948.082031
	Iteration 14Q: 3 clusters Score -3776321 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3777029.750000 Penalty: 11948.082031
	Iteration 15Q: 3 clusters Score -3777030 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3777717.500000 Penalty: 11948.082031
	Iteration 16Q: 3 clusters Score -3777718 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3778320.250000 Penalty: 11948.082031
	Iteration 17Q: 3 clusters Score -3778320 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3778744.000000 Penalty: 11948.082031
	Iteration 18Q: 3 clusters Score -3778744 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3779044.000000 Penalty: 11948.082031
	Iteration 19Q: 3 clusters Score -3779044 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3779178.750000 Penalty: 11948.082031
	Iteration 20F: 3 clusters Score -3779179 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -3779235.000000 Penalty: 11948.082031
	Iteration 21Q: 3 clusters Score -3779235 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3779284.500000 Penalty: 11948.082031
	Iteration 22Q: 3 clusters Score -3779284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3779324.500000 Penalty: 11948.082031
	Iteration 23Q: 3 clusters Score -3779324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3779325.500000 Penalty: 11948.082031
	Iteration 24Q: 3 clusters Score -3779326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3779332.500000 Penalty: 11948.082031
	Iteration 25Q: 3 clusters Score -3779332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3779341.250000 Penalty: 11948.082031
	Iteration 26Q: 3 clusters Score -3779341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3779351.750000 Penalty: 11948.082031
	Iteration 27Q: 3 clusters Score -3779352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3779361.250000 Penalty: 11948.082031
	Iteration 28Q: 3 clusters Score -3779361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3779360.750000 Penalty: 11948.082031
	Iteration 29Q: 3 clusters Score -3779361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3779373.750000 Penalty: 11948.082031
	Iteration 30Q: 3 clusters Score -3779374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3779364.000000 Penalty: 11948.082031
	Iteration 31Q: 3 clusters Score -3779364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3779364.750000 Penalty: 11948.082031
	Iteration 32Q: 3 clusters Score -3779365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3779370.750000 Penalty: 11948.082031
	Iteration 33Q: 3 clusters Score -3779371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3779368.000000 Penalty: 11948.082031
	Iteration 34Q: 3 clusters Score -3779368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3779382.750000 Penalty: 11948.082031
	Iteration 35Q: 3 clusters Score -3779383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3779386.750000 Penalty: 11948.082031
	Iteration 36Q: 3 clusters Score -3779387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3779377.000000 Penalty: 11948.082031
	Iteration 37Q: 3 clusters Score -3779377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3779378.750000 Penalty: 11948.082031
	Iteration 38Q: 3 clusters Score -3779379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3779378.750000 Penalty: 11948.082031
	Iteration 39F: 3 clusters Score -3779379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -1424324.375000 Penalty: 5344.969727
	Iteration 0F: 2 clusters Score -1424324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1416447.500000 Penalty: 10689.939453
	Iteration 0F: 3 clusters Score -1416448 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1417810.500000 Penalty: 10689.939453
	Iteration 1F: 3 clusters Score -1417810 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1418132.000000 Penalty: 10689.939453
	Iteration 2F: 3 clusters Score -1418132 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1418314.000000 Penalty: 10689.939453
	Iteration 3Q: 3 clusters Score -1418314 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1418424.750000 Penalty: 10689.939453
	Iteration 4Q: 3 clusters Score -1418425 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1418481.375000 Penalty: 10689.939453
	Iteration 5Q: 3 clusters Score -1418481 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1418526.000000 Penalty: 10689.939453
	Iteration 6Q: 3 clusters Score -1418526 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1418568.625000 Penalty: 10689.939453
	Iteration 7Q: 3 clusters Score -1418569 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1418609.625000 Penalty: 10689.939453
	Iteration 8Q: 3 clusters Score -1418610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1418639.875000 Penalty: 10689.939453
	Iteration 9Q: 3 clusters Score -1418640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1418662.125000 Penalty: 10689.939453
	Iteration 10Q: 3 clusters Score -1418662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1418681.250000 Penalty: 10689.939453
	Iteration 11Q: 3 clusters Score -1418681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1418694.625000 Penalty: 10689.939453
	Iteration 12Q: 3 clusters Score -1418695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1418711.625000 Penalty: 10689.939453
	Iteration 13Q: 3 clusters Score -1418712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1418717.875000 Penalty: 10689.939453
	Iteration 14Q: 3 clusters Score -1418718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1418732.500000 Penalty: 10689.939453
	Iteration 15Q: 3 clusters Score -1418732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1418740.250000 Penalty: 10689.939453
	Iteration 16Q: 3 clusters Score -1418740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1418748.500000 Penalty: 10689.939453
	Iteration 17Q: 3 clusters Score -1418748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1418754.750000 Penalty: 10689.939453
	Iteration 18Q: 3 clusters Score -1418755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1418760.125000 Penalty: 10689.939453
	Iteration 19Q: 3 clusters Score -1418760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1418762.625000 Penalty: 10689.939453
	Iteration 20F: 3 clusters Score -1418763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1418767.875000 Penalty: 10689.939453
	Iteration 21Q: 3 clusters Score -1418768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1418774.875000 Penalty: 10689.939453
	Iteration 22Q: 3 clusters Score -1418775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1418777.125000 Penalty: 10689.939453
	Iteration 23Q: 3 clusters Score -1418777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1418785.375000 Penalty: 10689.939453
	Iteration 24Q: 3 clusters Score -1418785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1418786.375000 Penalty: 10689.939453
	Iteration 25Q: 3 clusters Score -1418786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1418787.125000 Penalty: 10689.939453
	Iteration 26Q: 3 clusters Score -1418787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1418790.125000 Penalty: 10689.939453
	Iteration 27Q: 3 clusters Score -1418790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1418786.875000 Penalty: 10689.939453
	Iteration 28Q: 3 clusters Score -1418787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1418794.125000 Penalty: 10689.939453
	Iteration 29Q: 3 clusters Score -1418794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1418794.125000 Penalty: 10689.939453
	Iteration 30Q: 3 clusters Score -1418794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1418795.500000 Penalty: 10689.939453
	Iteration 31Q: 3 clusters Score -1418796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1418799.000000 Penalty: 10689.939453
	Iteration 32Q: 3 clusters Score -1418799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1418801.250000 Penalty: 10689.939453
	Iteration 33Q: 3 clusters Score -1418801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1418802.250000 Penalty: 10689.939453
	Iteration 34Q: 3 clusters Score -1418802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1418800.875000 Penalty: 10689.939453
	Iteration 35Q: 3 clusters Score -1418801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1418800.875000 Penalty: 10689.939453
	Iteration 36F: 3 clusters Score -1418801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Entering Unmasked Estep 
Score: -7883722.000000 Penalty: 6426.143555
	Iteration 0F: 2 clusters Score -7883722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -7857047.500000 Penalty: 12852.287109
	Iteration 0F: 3 clusters Score -7857048 nChanged 15504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -7865494.000000 Penalty: 12852.287109
	Iteration 1F: 3 clusters Score -7865494 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -7866471.000000 Penalty: 12852.287109
	Iteration 2F: 3 clusters Score -7866471 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -7867348.500000 Penalty: 12852.287109
	Iteration 3F: 3 clusters Score -7867348 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -7868302.500000 Penalty: 12852.287109
	Iteration 4Q: 3 clusters Score -7868302 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -7869307.500000 Penalty: 12852.287109
	Iteration 5Q: 3 clusters Score -7869308 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -7870318.500000 Penalty: 12852.287109
	Iteration 6F: 3 clusters Score -7870318 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -7871379.500000 Penalty: 12852.287109
	Iteration 7Q: 3 clusters Score -7871380 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -7872460.000000 Penalty: 12852.287109
	Iteration 8Q: 3 clusters Score -7872460 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -7873489.500000 Penalty: 12852.287109
	Iteration 9Q: 3 clusters Score -7873490 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -7874487.000000 Penalty: 12852.287109
	Iteration 10Q: 3 clusters Score -7874487 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -7875347.500000 Penalty: 12852.287109
	Iteration 11Q: 3 clusters Score -7875348 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -7876082.500000 Penalty: 12852.287109
	Iteration 12Q: 3 clusters Score -7876082 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -7876585.500000 Penalty: 12852.287109
	Iteration 13Q: 3 clusters Score -7876586 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -7876927.000000 Penalty: 12852.287109
	Iteration 14Q: 3 clusters Score -7876927 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -7877180.500000 Penalty: 12852.287109
	Iteration 15Q: 3 clusters Score -7877180 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -7877406.500000 Penalty: 12852.287109
	Iteration 16Q: 3 clusters Score -7877406 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -7877565.000000 Penalty: 12852.287109
	Iteration 17Q: 3 clusters Score -7877565 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -7877707.000000 Penalty: 12852.287109
	Iteration 18Q: 3 clusters Score -7877707 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -7877832.000000 Penalty: 12852.287109
	Iteration 19Q: 3 clusters Score -7877832 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -7877939.500000 Penalty: 12852.287109
	Iteration 20F: 3 clusters Score -7877940 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -7878082.500000 Penalty: 12852.287109
	Iteration 21Q: 3 clusters Score -7878082 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -7878222.000000 Penalty: 12852.287109
	Iteration 22Q: 3 clusters Score -7878222 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -7878416.000000 Penalty: 12852.287109
	Iteration 23Q: 3 clusters Score -7878416 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -7878573.500000 Penalty: 12852.287109
	Iteration 24Q: 3 clusters Score -7878574 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -7878747.500000 Penalty: 12852.287109
	Iteration 25Q: 3 clusters Score -7878748 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -7878991.000000 Penalty: 12852.287109
	Iteration 26Q: 3 clusters Score -7878991 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -7879121.500000 Penalty: 12852.287109
	Iteration 27Q: 3 clusters Score -7879122 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -7879295.000000 Penalty: 12852.287109
	Iteration 28Q: 3 clusters Score -7879295 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -7879449.000000 Penalty: 12852.287109
	Iteration 29Q: 3 clusters Score -7879449 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -7879559.000000 Penalty: 12852.287109
	Iteration 30Q: 3 clusters Score -7879559 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -7879719.500000 Penalty: 12852.287109
	Iteration 31Q: 3 clusters Score -7879720 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -7879828.500000 Penalty: 12852.287109
	Iteration 32Q: 3 clusters Score -7879828 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -7879951.000000 Penalty: 12852.287109
	Iteration 33Q: 3 clusters Score -7879951 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -7880032.000000 Penalty: 12852.287109
	Iteration 34Q: 3 clusters Score -7880032 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -7880093.500000 Penalty: 12852.287109
	Iteration 35Q: 3 clusters Score -7880094 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -7880132.000000 Penalty: 12852.287109
	Iteration 36Q: 3 clusters Score -7880132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -7880145.000000 Penalty: 12852.287109
	Iteration 37Q: 3 clusters Score -7880145 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -7880146.500000 Penalty: 12852.287109
	Iteration 38Q: 3 clusters Score -7880146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -7880189.500000 Penalty: 12852.287109
	Iteration 39Q: 3 clusters Score -7880190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -7880234.000000 Penalty: 12852.287109
	Iteration 40F: 3 clusters Score -7880234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -7880253.000000 Penalty: 12852.287109
	Iteration 41Q: 3 clusters Score -7880253 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -7880264.500000 Penalty: 12852.287109
	Iteration 42Q: 3 clusters Score -7880264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -7880289.500000 Penalty: 12852.287109
	Iteration 43Q: 3 clusters Score -7880290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -7880306.000000 Penalty: 12852.287109
	Iteration 44Q: 3 clusters Score -7880306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -7880315.000000 Penalty: 12852.287109
	Iteration 45Q: 3 clusters Score -7880315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -7880313.000000 Penalty: 12852.287109
	Iteration 46Q: 3 clusters Score -7880313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7880311.000000 Penalty: 12852.287109
	Iteration 47Q: 3 clusters Score -7880311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -7880326.500000 Penalty: 12852.287109
	Iteration 48Q: 3 clusters Score -7880326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -7880337.000000 Penalty: 12852.287109
	Iteration 49Q: 3 clusters Score -7880337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -7880328.000000 Penalty: 12852.287109
	Iteration 50Q: 3 clusters Score -7880328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -7880341.000000 Penalty: 12852.287109
	Iteration 51Q: 3 clusters Score -7880341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -7880345.000000 Penalty: 12852.287109
	Iteration 52Q: 3 clusters Score -7880345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -7880343.500000 Penalty: 12852.287109
	Iteration 53Q: 3 clusters Score -7880344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -7880339.000000 Penalty: 12852.287109
	Iteration 54Q: 3 clusters Score -7880339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7880350.000000 Penalty: 12852.287109
	Iteration 55Q: 3 clusters Score -7880350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -7880340.500000 Penalty: 12852.287109
	Iteration 56Q: 3 clusters Score -7880340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -7880344.500000 Penalty: 12852.287109
	Iteration 57Q: 3 clusters Score -7880344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -7880345.000000 Penalty: 12852.287109
	Iteration 58Q: 3 clusters Score -7880345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -7880354.000000 Penalty: 12852.287109
	Iteration 59Q: 3 clusters Score -7880354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -7880353.000000 Penalty: 12852.287109
	Iteration 60F: 3 clusters Score -7880353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -7880345.000000 Penalty: 12852.287109
	Iteration 61Q: 3 clusters Score -7880345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -7880347.500000 Penalty: 12852.287109
	Iteration 62Q: 3 clusters Score -7880348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -7880344.000000 Penalty: 12852.287109
	Iteration 63Q: 3 clusters Score -7880344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -7880341.000000 Penalty: 12852.287109
	Iteration 64Q: 3 clusters Score -7880341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -7880350.000000 Penalty: 12852.287109
	Iteration 65Q: 3 clusters Score -7880350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -7880351.500000 Penalty: 12852.287109
	Iteration 66Q: 3 clusters Score -7880352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -7880341.500000 Penalty: 12852.287109
	Iteration 67Q: 3 clusters Score -7880342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -7880350.000000 Penalty: 12852.287109
	Iteration 68Q: 3 clusters Score -7880350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -7880354.500000 Penalty: 12852.287109
	Iteration 69Q: 3 clusters Score -7880354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -7880354.500000 Penalty: 12852.287109
	Iteration 70F: 3 clusters Score -7880354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124765 members 
Entering Unmasked Estep 
Score: -28771110.000000 Penalty: 7187.189453
	Iteration 0F: 2 clusters Score -2.877111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -28689628.000000 Penalty: 14374.378906
	Iteration 0F: 3 clusters Score -2.868963e+07 nChanged 57553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -28722384.000000 Penalty: 14374.378906
	Iteration 1F: 3 clusters Score -2.872238e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -28724412.000000 Penalty: 14374.378906
	Iteration 2Q: 3 clusters Score -2.872441e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -28726756.000000 Penalty: 14374.378906
	Iteration 3Q: 3 clusters Score -2.872676e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -28729812.000000 Penalty: 14374.378906
	Iteration 4F: 3 clusters Score -2.872981e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -28733844.000000 Penalty: 14374.378906
	Iteration 5F: 3 clusters Score -2.873384e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -28739524.000000 Penalty: 14374.378906
	Iteration 6F: 3 clusters Score -2.873952e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98243 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -28746228.000000 Penalty: 14374.378906
	Iteration 7F: 3 clusters Score -2.874623e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106030 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -28752994.000000 Penalty: 14374.378906
	Iteration 8F: 3 clusters Score -2.875299e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112371 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -28758554.000000 Penalty: 14374.378906
	Iteration 9F: 3 clusters Score -2.875855e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116796 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -28762296.000000 Penalty: 14374.378906
	Iteration 10Q: 3 clusters Score -2.87623e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -28764168.000000 Penalty: 14374.378906
	Iteration 11Q: 3 clusters Score -2.876417e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120718 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -28764972.000000 Penalty: 14374.378906
	Iteration 12Q: 3 clusters Score -2.876497e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121433 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -28765474.000000 Penalty: 14374.378906
	Iteration 13Q: 3 clusters Score -2.876547e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121854 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -28765732.000000 Penalty: 14374.378906
	Iteration 14Q: 3 clusters Score -2.876573e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122126 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -28765920.000000 Penalty: 14374.378906
	Iteration 15Q: 3 clusters Score -2.876592e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122327 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -28766092.000000 Penalty: 14374.378906
	Iteration 16Q: 3 clusters Score -2.876609e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122434 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -28766238.000000 Penalty: 14374.378906
	Iteration 17Q: 3 clusters Score -2.876624e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122506 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -28766290.000000 Penalty: 14374.378906
	Iteration 18Q: 3 clusters Score -2.876629e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122574 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -28766350.000000 Penalty: 14374.378906
	Iteration 19Q: 3 clusters Score -2.876635e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122637 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -28766404.000000 Penalty: 14374.378906
	Iteration 20F: 3 clusters Score -2.87664e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122681 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -28766434.000000 Penalty: 14374.378906
	Iteration 21Q: 3 clusters Score -2.876643e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122717 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -28766476.000000 Penalty: 14374.378906
	Iteration 22Q: 3 clusters Score -2.876648e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -28766516.000000 Penalty: 14374.378906
	Iteration 23Q: 3 clusters Score -2.876652e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122766 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -28766522.000000 Penalty: 14374.378906
	Iteration 24Q: 3 clusters Score -2.876652e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122788 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -28766576.000000 Penalty: 14374.378906
	Iteration 25Q: 3 clusters Score -2.876658e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122814 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -28766602.000000 Penalty: 14374.378906
	Iteration 26Q: 3 clusters Score -2.87666e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122824 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -28766604.000000 Penalty: 14374.378906
	Iteration 27Q: 3 clusters Score -2.87666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -28766632.000000 Penalty: 14374.378906
	Iteration 28Q: 3 clusters Score -2.876663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122828 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -28766692.000000 Penalty: 14374.378906
	Iteration 29Q: 3 clusters Score -2.876669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122827 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -28766670.000000 Penalty: 14374.378906
	Iteration 30Q: 3 clusters Score -2.876667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122828 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -28766682.000000 Penalty: 14374.378906
	Iteration 31Q: 3 clusters Score -2.876668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122830 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -28766700.000000 Penalty: 14374.378906
	Iteration 32Q: 3 clusters Score -2.87667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -28766706.000000 Penalty: 14374.378906
	Iteration 33Q: 3 clusters Score -2.876671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -28766750.000000 Penalty: 14374.378906
	Iteration 34Q: 3 clusters Score -2.876675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -28766742.000000 Penalty: 14374.378906
	Iteration 35Q: 3 clusters Score -2.876674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -28766750.000000 Penalty: 14374.378906
	Iteration 36Q: 3 clusters Score -2.876675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -28766736.000000 Penalty: 14374.378906
	Iteration 37Q: 3 clusters Score -2.876674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122827 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -28766784.000000 Penalty: 14374.378906
	Iteration 38Q: 3 clusters Score -2.876678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122828 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -28766776.000000 Penalty: 14374.378906
	Iteration 39Q: 3 clusters Score -2.876678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122828 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -28766780.000000 Penalty: 14374.378906
	Iteration 40F: 3 clusters Score -2.876678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122833 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -28766780.000000 Penalty: 14374.378906
	Iteration 41Q: 3 clusters Score -2.876678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122836 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -28766764.000000 Penalty: 14374.378906
	Iteration 42Q: 3 clusters Score -2.876676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122836 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -28766780.000000 Penalty: 14374.378906
	Iteration 43Q: 3 clusters Score -2.876678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122837 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -28766772.000000 Penalty: 14374.378906
	Iteration 44Q: 3 clusters Score -2.876677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122842 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -28766778.000000 Penalty: 14374.378906
	Iteration 45Q: 3 clusters Score -2.876678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122840 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -28766782.000000 Penalty: 14374.378906
	Iteration 46Q: 3 clusters Score -2.876678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122839 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -28766786.000000 Penalty: 14374.378906
	Iteration 47Q: 3 clusters Score -2.876679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122839 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -28766776.000000 Penalty: 14374.378906
	Iteration 48Q: 3 clusters Score -2.876678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122838 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -28766766.000000 Penalty: 14374.378906
	Iteration 49Q: 3 clusters Score -2.876677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122838 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -28766794.000000 Penalty: 14374.378906
	Iteration 50Q: 3 clusters Score -2.876679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122835 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -28766792.000000 Penalty: 14374.378906
	Iteration 51Q: 3 clusters Score -2.876679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122835 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -28766786.000000 Penalty: 14374.378906
	Iteration 52Q: 3 clusters Score -2.876679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122834 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -28766800.000000 Penalty: 14374.378906
	Iteration 53Q: 3 clusters Score -2.87668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122834 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -28766816.000000 Penalty: 14374.378906
	Iteration 54Q: 3 clusters Score -2.876682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122832 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -28766800.000000 Penalty: 14374.378906
	Iteration 55Q: 3 clusters Score -2.87668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -28766804.000000 Penalty: 14374.378906
	Iteration 56Q: 3 clusters Score -2.87668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -28766804.000000 Penalty: 14374.378906
	Iteration 57F: 3 clusters Score -2.87668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Entering Unmasked Estep 
Score: -9203112.000000 Penalty: 6495.881348
	Iteration 0F: 2 clusters Score -9203112 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 20236 members 
Entering Unmasked Estep 
Score: -9173764.000000 Penalty: 12991.762695
	Iteration 0F: 3 clusters Score -9173764 nChanged 17266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -9182732.000000 Penalty: 12991.762695
	Iteration 1F: 3 clusters Score -9182732 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -9183573.000000 Penalty: 12991.762695
	Iteration 2F: 3 clusters Score -9183573 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -9184199.000000 Penalty: 12991.762695
	Iteration 3Q: 3 clusters Score -9184199 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -9184643.000000 Penalty: 12991.762695
	Iteration 4Q: 3 clusters Score -9184643 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -9185103.000000 Penalty: 12991.762695
	Iteration 5Q: 3 clusters Score -9185103 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -9185537.000000 Penalty: 12991.762695
	Iteration 6Q: 3 clusters Score -9185537 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -9185982.000000 Penalty: 12991.762695
	Iteration 7Q: 3 clusters Score -9185982 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -9186457.000000 Penalty: 12991.762695
	Iteration 8Q: 3 clusters Score -9186457 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -9187099.000000 Penalty: 12991.762695
	Iteration 9Q: 3 clusters Score -9187099 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -9187955.000000 Penalty: 12991.762695
	Iteration 10Q: 3 clusters Score -9187955 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -9188891.000000 Penalty: 12991.762695
	Iteration 11Q: 3 clusters Score -9188891 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -9189992.000000 Penalty: 12991.762695
	Iteration 12Q: 3 clusters Score -9189992 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -9191086.000000 Penalty: 12991.762695
	Iteration 13Q: 3 clusters Score -9191086 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -9192194.000000 Penalty: 12991.762695
	Iteration 14Q: 3 clusters Score -9192194 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -9193256.000000 Penalty: 12991.762695
	Iteration 15Q: 3 clusters Score -9193256 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -9194260.000000 Penalty: 12991.762695
	Iteration 16Q: 3 clusters Score -9194260 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -9195379.000000 Penalty: 12991.762695
	Iteration 17Q: 3 clusters Score -9195379 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -9196604.000000 Penalty: 12991.762695
	Iteration 18Q: 3 clusters Score -9196604 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -9197902.000000 Penalty: 12991.762695
	Iteration 19Q: 3 clusters Score -9197902 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -9198789.000000 Penalty: 12991.762695
	Iteration 20F: 3 clusters Score -9198789 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -9199214.000000 Penalty: 12991.762695
	Iteration 21Q: 3 clusters Score -9199214 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -9199415.000000 Penalty: 12991.762695
	Iteration 22Q: 3 clusters Score -9199415 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -9199484.000000 Penalty: 12991.762695
	Iteration 23Q: 3 clusters Score -9199484 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -9199478.000000 Penalty: 12991.762695
	Iteration 24Q: 3 clusters Score -9199478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -9199536.000000 Penalty: 12991.762695
	Iteration 25Q: 3 clusters Score -9199536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -9199567.000000 Penalty: 12991.762695
	Iteration 26Q: 3 clusters Score -9199567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -9199551.000000 Penalty: 12991.762695
	Iteration 27Q: 3 clusters Score -9199551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -9199548.000000 Penalty: 12991.762695
	Iteration 28Q: 3 clusters Score -9199548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -9199543.000000 Penalty: 12991.762695
	Iteration 29Q: 3 clusters Score -9199543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -9199558.000000 Penalty: 12991.762695
	Iteration 30Q: 3 clusters Score -9199558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -9199561.000000 Penalty: 12991.762695
	Iteration 31Q: 3 clusters Score -9199561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -9199560.000000 Penalty: 12991.762695
	Iteration 32Q: 3 clusters Score -9199560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -9199560.000000 Penalty: 12991.762695
	Iteration 33Q: 3 clusters Score -9199560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -9199549.000000 Penalty: 12991.762695
	Iteration 34Q: 3 clusters Score -9199549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -9199573.000000 Penalty: 12991.762695
	Iteration 35Q: 3 clusters Score -9199573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -9199587.000000 Penalty: 12991.762695
	Iteration 36Q: 3 clusters Score -9199587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -9199574.000000 Penalty: 12991.762695
	Iteration 37Q: 3 clusters Score -9199574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -9199572.000000 Penalty: 12991.762695
	Iteration 38Q: 3 clusters Score -9199572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -9199571.000000 Penalty: 12991.762695
	Iteration 39Q: 3 clusters Score -9199571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -9199574.000000 Penalty: 12991.762695
	Iteration 40F: 3 clusters Score -9199574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -9199574.000000 Penalty: 12991.762695
	Iteration 41Q: 3 clusters Score -9199574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -9199574.000000 Penalty: 12991.762695
	Iteration 42F: 3 clusters Score -9199574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -2860194.500000 Penalty: 5797.443848
	Iteration 0F: 2 clusters Score -2860194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2848065.250000 Penalty: 11594.887695
	Iteration 0F: 3 clusters Score -2848065 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2850839.500000 Penalty: 11594.887695
	Iteration 1F: 3 clusters Score -2850840 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2851348.750000 Penalty: 11594.887695
	Iteration 2F: 3 clusters Score -2851349 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2851641.000000 Penalty: 11594.887695
	Iteration 3Q: 3 clusters Score -2851641 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2851844.500000 Penalty: 11594.887695
	Iteration 4Q: 3 clusters Score -2851844 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2851996.250000 Penalty: 11594.887695
	Iteration 5Q: 3 clusters Score -2851996 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2852125.750000 Penalty: 11594.887695
	Iteration 6Q: 3 clusters Score -2852126 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2852224.250000 Penalty: 11594.887695
	Iteration 7Q: 3 clusters Score -2852224 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2852312.500000 Penalty: 11594.887695
	Iteration 8Q: 3 clusters Score -2852312 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2852396.500000 Penalty: 11594.887695
	Iteration 9Q: 3 clusters Score -2852396 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2852478.750000 Penalty: 11594.887695
	Iteration 10Q: 3 clusters Score -2852479 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2852555.750000 Penalty: 11594.887695
	Iteration 11Q: 3 clusters Score -2852556 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2852622.750000 Penalty: 11594.887695
	Iteration 12Q: 3 clusters Score -2852623 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2852695.500000 Penalty: 11594.887695
	Iteration 13Q: 3 clusters Score -2852696 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2852781.500000 Penalty: 11594.887695
	Iteration 14Q: 3 clusters Score -2852782 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2852865.250000 Penalty: 11594.887695
	Iteration 15Q: 3 clusters Score -2852865 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2852978.000000 Penalty: 11594.887695
	Iteration 16Q: 3 clusters Score -2852978 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2853102.000000 Penalty: 11594.887695
	Iteration 17Q: 3 clusters Score -2853102 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2853219.000000 Penalty: 11594.887695
	Iteration 18Q: 3 clusters Score -2853219 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2853377.250000 Penalty: 11594.887695
	Iteration 19Q: 3 clusters Score -2853377 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2853521.500000 Penalty: 11594.887695
	Iteration 20F: 3 clusters Score -2853522 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2853659.750000 Penalty: 11594.887695
	Iteration 21Q: 3 clusters Score -2853660 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2853805.000000 Penalty: 11594.887695
	Iteration 22Q: 3 clusters Score -2853805 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2853966.750000 Penalty: 11594.887695
	Iteration 23Q: 3 clusters Score -2853967 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2854137.000000 Penalty: 11594.887695
	Iteration 24Q: 3 clusters Score -2854137 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2854263.750000 Penalty: 11594.887695
	Iteration 25Q: 3 clusters Score -2854264 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2854375.250000 Penalty: 11594.887695
	Iteration 26Q: 3 clusters Score -2854375 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2854463.750000 Penalty: 11594.887695
	Iteration 27Q: 3 clusters Score -2854464 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2854554.250000 Penalty: 11594.887695
	Iteration 28Q: 3 clusters Score -2854554 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2854626.000000 Penalty: 11594.887695
	Iteration 29Q: 3 clusters Score -2854626 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2854677.000000 Penalty: 11594.887695
	Iteration 30Q: 3 clusters Score -2854677 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2854748.750000 Penalty: 11594.887695
	Iteration 31Q: 3 clusters Score -2854749 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2854800.500000 Penalty: 11594.887695
	Iteration 32Q: 3 clusters Score -2854800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2854840.500000 Penalty: 11594.887695
	Iteration 33Q: 3 clusters Score -2854840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2854906.250000 Penalty: 11594.887695
	Iteration 34Q: 3 clusters Score -2854906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2854963.750000 Penalty: 11594.887695
	Iteration 35Q: 3 clusters Score -2854964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2854998.750000 Penalty: 11594.887695
	Iteration 36Q: 3 clusters Score -2854999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2855021.750000 Penalty: 11594.887695
	Iteration 37Q: 3 clusters Score -2855022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2855054.500000 Penalty: 11594.887695
	Iteration 38Q: 3 clusters Score -2855054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2855079.000000 Penalty: 11594.887695
	Iteration 39Q: 3 clusters Score -2855079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2855093.750000 Penalty: 11594.887695
	Iteration 40F: 3 clusters Score -2855094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2855107.000000 Penalty: 11594.887695
	Iteration 41Q: 3 clusters Score -2855107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2855127.000000 Penalty: 11594.887695
	Iteration 42Q: 3 clusters Score -2855127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2855137.000000 Penalty: 11594.887695
	Iteration 43Q: 3 clusters Score -2855137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2855148.250000 Penalty: 11594.887695
	Iteration 44Q: 3 clusters Score -2855148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2855156.750000 Penalty: 11594.887695
	Iteration 45Q: 3 clusters Score -2855157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2855170.250000 Penalty: 11594.887695
	Iteration 46Q: 3 clusters Score -2855170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2855178.750000 Penalty: 11594.887695
	Iteration 47Q: 3 clusters Score -2855179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2855195.000000 Penalty: 11594.887695
	Iteration 48Q: 3 clusters Score -2855195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2855203.750000 Penalty: 11594.887695
	Iteration 49Q: 3 clusters Score -2855204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2855216.750000 Penalty: 11594.887695
	Iteration 50Q: 3 clusters Score -2855217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2855220.750000 Penalty: 11594.887695
	Iteration 51Q: 3 clusters Score -2855221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2855226.750000 Penalty: 11594.887695
	Iteration 52Q: 3 clusters Score -2855227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2855234.750000 Penalty: 11594.887695
	Iteration 53Q: 3 clusters Score -2855235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2855237.500000 Penalty: 11594.887695
	Iteration 54Q: 3 clusters Score -2855238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2855246.250000 Penalty: 11594.887695
	Iteration 55Q: 3 clusters Score -2855246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2855251.000000 Penalty: 11594.887695
	Iteration 56Q: 3 clusters Score -2855251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2855250.250000 Penalty: 11594.887695
	Iteration 57Q: 3 clusters Score -2855250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2855258.750000 Penalty: 11594.887695
	Iteration 58Q: 3 clusters Score -2855259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2855261.250000 Penalty: 11594.887695
	Iteration 59Q: 3 clusters Score -2855261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2855262.750000 Penalty: 11594.887695
	Iteration 60F: 3 clusters Score -2855263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2855260.500000 Penalty: 11594.887695
	Iteration 61Q: 3 clusters Score -2855260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2855266.500000 Penalty: 11594.887695
	Iteration 62Q: 3 clusters Score -2855266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2855264.500000 Penalty: 11594.887695
	Iteration 63Q: 3 clusters Score -2855264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2855266.500000 Penalty: 11594.887695
	Iteration 64Q: 3 clusters Score -2855266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2855266.500000 Penalty: 11594.887695
	Iteration 65F: 3 clusters Score -2855266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Entering Unmasked Estep 
Score: -2955843.000000 Penalty: 5824.603027
	Iteration 0F: 2 clusters Score -2955843 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 6763 members 
Entering Unmasked Estep 
Score: -2943417.000000 Penalty: 11649.206055
	Iteration 0F: 3 clusters Score -2943417 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2946353.500000 Penalty: 11649.206055
	Iteration 1F: 3 clusters Score -2946354 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2946941.250000 Penalty: 11649.206055
	Iteration 2F: 3 clusters Score -2946941 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2947295.500000 Penalty: 11649.206055
	Iteration 3F: 3 clusters Score -2947296 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2947500.500000 Penalty: 11649.206055
	Iteration 4Q: 3 clusters Score -2947500 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2947628.250000 Penalty: 11649.206055
	Iteration 5Q: 3 clusters Score -2947628 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2947753.250000 Penalty: 11649.206055
	Iteration 6Q: 3 clusters Score -2947753 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2947839.500000 Penalty: 11649.206055
	Iteration 7Q: 3 clusters Score -2947840 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2947904.250000 Penalty: 11649.206055
	Iteration 8Q: 3 clusters Score -2947904 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2947976.000000 Penalty: 11649.206055
	Iteration 9Q: 3 clusters Score -2947976 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2948018.500000 Penalty: 11649.206055
	Iteration 10Q: 3 clusters Score -2948018 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2948072.000000 Penalty: 11649.206055
	Iteration 11Q: 3 clusters Score -2948072 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2948124.750000 Penalty: 11649.206055
	Iteration 12Q: 3 clusters Score -2948125 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2948169.750000 Penalty: 11649.206055
	Iteration 13Q: 3 clusters Score -2948170 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2948194.000000 Penalty: 11649.206055
	Iteration 14Q: 3 clusters Score -2948194 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2948252.000000 Penalty: 11649.206055
	Iteration 15Q: 3 clusters Score -2948252 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2948289.500000 Penalty: 11649.206055
	Iteration 16Q: 3 clusters Score -2948290 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2948331.750000 Penalty: 11649.206055
	Iteration 17Q: 3 clusters Score -2948332 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2948376.750000 Penalty: 11649.206055
	Iteration 18Q: 3 clusters Score -2948377 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2948424.000000 Penalty: 11649.206055
	Iteration 19Q: 3 clusters Score -2948424 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2948471.750000 Penalty: 11649.206055
	Iteration 20F: 3 clusters Score -2948472 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2948528.250000 Penalty: 11649.206055
	Iteration 21Q: 3 clusters Score -2948528 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2948601.500000 Penalty: 11649.206055
	Iteration 22Q: 3 clusters Score -2948602 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2948656.750000 Penalty: 11649.206055
	Iteration 23Q: 3 clusters Score -2948657 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2948716.250000 Penalty: 11649.206055
	Iteration 24Q: 3 clusters Score -2948716 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2948773.000000 Penalty: 11649.206055
	Iteration 25Q: 3 clusters Score -2948773 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2948828.750000 Penalty: 11649.206055
	Iteration 26Q: 3 clusters Score -2948829 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2948883.500000 Penalty: 11649.206055
	Iteration 27Q: 3 clusters Score -2948884 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2948947.500000 Penalty: 11649.206055
	Iteration 28Q: 3 clusters Score -2948948 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2949018.250000 Penalty: 11649.206055
	Iteration 29Q: 3 clusters Score -2949018 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2949108.000000 Penalty: 11649.206055
	Iteration 30Q: 3 clusters Score -2949108 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2949198.000000 Penalty: 11649.206055
	Iteration 31Q: 3 clusters Score -2949198 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2949303.500000 Penalty: 11649.206055
	Iteration 32Q: 3 clusters Score -2949304 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2949402.750000 Penalty: 11649.206055
	Iteration 33Q: 3 clusters Score -2949403 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2949501.250000 Penalty: 11649.206055
	Iteration 34Q: 3 clusters Score -2949501 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2949634.250000 Penalty: 11649.206055
	Iteration 35Q: 3 clusters Score -2949634 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2949769.750000 Penalty: 11649.206055
	Iteration 36Q: 3 clusters Score -2949770 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2949901.500000 Penalty: 11649.206055
	Iteration 37Q: 3 clusters Score -2949902 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2950016.500000 Penalty: 11649.206055
	Iteration 38Q: 3 clusters Score -2950016 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2950119.000000 Penalty: 11649.206055
	Iteration 39Q: 3 clusters Score -2950119 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2950197.000000 Penalty: 11649.206055
	Iteration 40F: 3 clusters Score -2950197 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2950285.750000 Penalty: 11649.206055
	Iteration 41Q: 3 clusters Score -2950286 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2950373.250000 Penalty: 11649.206055
	Iteration 42Q: 3 clusters Score -2950373 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2950465.750000 Penalty: 11649.206055
	Iteration 43Q: 3 clusters Score -2950466 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2950537.250000 Penalty: 11649.206055
	Iteration 44Q: 3 clusters Score -2950537 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2950589.250000 Penalty: 11649.206055
	Iteration 45Q: 3 clusters Score -2950589 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2950642.250000 Penalty: 11649.206055
	Iteration 46Q: 3 clusters Score -2950642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2950691.250000 Penalty: 11649.206055
	Iteration 47Q: 3 clusters Score -2950691 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2950745.250000 Penalty: 11649.206055
	Iteration 48Q: 3 clusters Score -2950745 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2950798.500000 Penalty: 11649.206055
	Iteration 49Q: 3 clusters Score -2950798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2950835.750000 Penalty: 11649.206055
	Iteration 50Q: 3 clusters Score -2950836 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2950881.000000 Penalty: 11649.206055
	Iteration 51Q: 3 clusters Score -2950881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2950904.250000 Penalty: 11649.206055
	Iteration 52Q: 3 clusters Score -2950904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2950924.000000 Penalty: 11649.206055
	Iteration 53Q: 3 clusters Score -2950924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2950954.000000 Penalty: 11649.206055
	Iteration 54Q: 3 clusters Score -2950954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2950976.000000 Penalty: 11649.206055
	Iteration 55Q: 3 clusters Score -2950976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2950991.250000 Penalty: 11649.206055
	Iteration 56Q: 3 clusters Score -2950991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2951007.500000 Penalty: 11649.206055
	Iteration 57Q: 3 clusters Score -2951008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2951016.500000 Penalty: 11649.206055
	Iteration 58Q: 3 clusters Score -2951016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2951024.250000 Penalty: 11649.206055
	Iteration 59Q: 3 clusters Score -2951024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2951039.750000 Penalty: 11649.206055
	Iteration 60F: 3 clusters Score -2951040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2951045.000000 Penalty: 11649.206055
	Iteration 61Q: 3 clusters Score -2951045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2951047.500000 Penalty: 11649.206055
	Iteration 62Q: 3 clusters Score -2951048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2951050.000000 Penalty: 11649.206055
	Iteration 63Q: 3 clusters Score -2951050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2951053.250000 Penalty: 11649.206055
	Iteration 64Q: 3 clusters Score -2951053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2951055.250000 Penalty: 11649.206055
	Iteration 65Q: 3 clusters Score -2951055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2951054.750000 Penalty: 11649.206055
	Iteration 66Q: 3 clusters Score -2951055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2951057.750000 Penalty: 11649.206055
	Iteration 67Q: 3 clusters Score -2951058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2951060.750000 Penalty: 11649.206055
	Iteration 68Q: 3 clusters Score -2951061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2951068.750000 Penalty: 11649.206055
	Iteration 69Q: 3 clusters Score -2951069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2951066.500000 Penalty: 11649.206055
	Iteration 70Q: 3 clusters Score -2951066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2951069.250000 Penalty: 11649.206055
	Iteration 71Q: 3 clusters Score -2951069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2951071.500000 Penalty: 11649.206055
	Iteration 72Q: 3 clusters Score -2951072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2951070.250000 Penalty: 11649.206055
	Iteration 73Q: 3 clusters Score -2951070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2951072.750000 Penalty: 11649.206055
	Iteration 74Q: 3 clusters Score -2951073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2951072.250000 Penalty: 11649.206055
	Iteration 75Q: 3 clusters Score -2951072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2951072.250000 Penalty: 11649.206055
	Iteration 76F: 3 clusters Score -2951072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Entering Unmasked Estep 
Score: -3575463.750000 Penalty: 5926.294434
	Iteration 0F: 2 clusters Score -3575464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3561447.750000 Penalty: 11852.588867
	Iteration 0F: 3 clusters Score -3561448 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3564768.000000 Penalty: 11852.588867
	Iteration 1F: 3 clusters Score -3564768 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -3565314.750000 Penalty: 11852.588867
	Iteration 2F: 3 clusters Score -3565315 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3565697.750000 Penalty: 11852.588867
	Iteration 3Q: 3 clusters Score -3565698 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3566014.750000 Penalty: 11852.588867
	Iteration 4Q: 3 clusters Score -3566015 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3566399.000000 Penalty: 11852.588867
	Iteration 5Q: 3 clusters Score -3566399 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3566933.500000 Penalty: 11852.588867
	Iteration 6Q: 3 clusters Score -3566934 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3567512.750000 Penalty: 11852.588867
	Iteration 7Q: 3 clusters Score -3567513 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3568128.000000 Penalty: 11852.588867
	Iteration 8Q: 3 clusters Score -3568128 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3568744.250000 Penalty: 11852.588867
	Iteration 9F: 3 clusters Score -3568744 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -3569338.750000 Penalty: 11852.588867
	Iteration 10F: 3 clusters Score -3569339 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3569882.500000 Penalty: 11852.588867
	Iteration 11Q: 3 clusters Score -3569882 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3570352.250000 Penalty: 11852.588867
	Iteration 12Q: 3 clusters Score -3570352 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3570735.000000 Penalty: 11852.588867
	Iteration 13Q: 3 clusters Score -3570735 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3570989.500000 Penalty: 11852.588867
	Iteration 14Q: 3 clusters Score -3570990 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3571209.500000 Penalty: 11852.588867
	Iteration 15Q: 3 clusters Score -3571210 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3571353.000000 Penalty: 11852.588867
	Iteration 16Q: 3 clusters Score -3571353 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3571471.000000 Penalty: 11852.588867
	Iteration 17Q: 3 clusters Score -3571471 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3571566.000000 Penalty: 11852.588867
	Iteration 18Q: 3 clusters Score -3571566 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3571663.500000 Penalty: 11852.588867
	Iteration 19Q: 3 clusters Score -3571664 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3571736.750000 Penalty: 11852.588867
	Iteration 20F: 3 clusters Score -3571737 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3571811.750000 Penalty: 11852.588867
	Iteration 21Q: 3 clusters Score -3571812 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3571862.500000 Penalty: 11852.588867
	Iteration 22Q: 3 clusters Score -3571862 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3571916.750000 Penalty: 11852.588867
	Iteration 23Q: 3 clusters Score -3571917 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3571966.750000 Penalty: 11852.588867
	Iteration 24Q: 3 clusters Score -3571967 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3572021.250000 Penalty: 11852.588867
	Iteration 25Q: 3 clusters Score -3572021 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3572067.500000 Penalty: 11852.588867
	Iteration 26Q: 3 clusters Score -3572068 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3572097.000000 Penalty: 11852.588867
	Iteration 27Q: 3 clusters Score -3572097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3572133.750000 Penalty: 11852.588867
	Iteration 28Q: 3 clusters Score -3572134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3572156.500000 Penalty: 11852.588867
	Iteration 29Q: 3 clusters Score -3572156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3572171.500000 Penalty: 11852.588867
	Iteration 30Q: 3 clusters Score -3572172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3572177.500000 Penalty: 11852.588867
	Iteration 31Q: 3 clusters Score -3572178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3572191.500000 Penalty: 11852.588867
	Iteration 32Q: 3 clusters Score -3572192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3572206.000000 Penalty: 11852.588867
	Iteration 33Q: 3 clusters Score -3572206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3572206.000000 Penalty: 11852.588867
	Iteration 34Q: 3 clusters Score -3572206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3572221.500000 Penalty: 11852.588867
	Iteration 35Q: 3 clusters Score -3572222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3572231.000000 Penalty: 11852.588867
	Iteration 36Q: 3 clusters Score -3572231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3572242.750000 Penalty: 11852.588867
	Iteration 37Q: 3 clusters Score -3572243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3572247.500000 Penalty: 11852.588867
	Iteration 38Q: 3 clusters Score -3572248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3572246.000000 Penalty: 11852.588867
	Iteration 39Q: 3 clusters Score -3572246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3572254.250000 Penalty: 11852.588867
	Iteration 40F: 3 clusters Score -3572254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3572259.750000 Penalty: 11852.588867
	Iteration 41Q: 3 clusters Score -3572260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3572263.000000 Penalty: 11852.588867
	Iteration 42Q: 3 clusters Score -3572263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3572252.500000 Penalty: 11852.588867
	Iteration 43Q: 3 clusters Score -3572252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3572255.000000 Penalty: 11852.588867
	Iteration 44Q: 3 clusters Score -3572255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3572257.500000 Penalty: 11852.588867
	Iteration 45Q: 3 clusters Score -3572258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3572252.250000 Penalty: 11852.588867
	Iteration 46Q: 3 clusters Score -3572252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3572261.500000 Penalty: 11852.588867
	Iteration 47Q: 3 clusters Score -3572262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3572263.750000 Penalty: 11852.588867
	Iteration 48Q: 3 clusters Score -3572264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3572273.250000 Penalty: 11852.588867
	Iteration 49Q: 3 clusters Score -3572273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3572266.500000 Penalty: 11852.588867
	Iteration 50Q: 3 clusters Score -3572266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3572265.250000 Penalty: 11852.588867
	Iteration 51Q: 3 clusters Score -3572265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3572268.250000 Penalty: 11852.588867
	Iteration 52Q: 3 clusters Score -3572268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3572272.000000 Penalty: 11852.588867
	Iteration 53Q: 3 clusters Score -3572272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3572272.000000 Penalty: 11852.588867
	Iteration 54F: 3 clusters Score -3572272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Entering Unmasked Estep 
Score: -2141574.750000 Penalty: 5601.411621
	Iteration 0F: 2 clusters Score -2141575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2131708.250000 Penalty: 11202.823242
	Iteration 0F: 3 clusters Score -2131708 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2133679.750000 Penalty: 11202.823242
	Iteration 1F: 3 clusters Score -2133680 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2134075.500000 Penalty: 11202.823242
	Iteration 2F: 3 clusters Score -2134076 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2134300.250000 Penalty: 11202.823242
	Iteration 3Q: 3 clusters Score -2134300 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2134446.500000 Penalty: 11202.823242
	Iteration 4Q: 3 clusters Score -2134446 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2134556.000000 Penalty: 11202.823242
	Iteration 5Q: 3 clusters Score -2134556 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2134646.750000 Penalty: 11202.823242
	Iteration 6Q: 3 clusters Score -2134647 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2134715.250000 Penalty: 11202.823242
	Iteration 7Q: 3 clusters Score -2134715 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2134769.000000 Penalty: 11202.823242
	Iteration 8Q: 3 clusters Score -2134769 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2134823.750000 Penalty: 11202.823242
	Iteration 9Q: 3 clusters Score -2134824 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2134865.500000 Penalty: 11202.823242
	Iteration 10Q: 3 clusters Score -2134866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2134911.250000 Penalty: 11202.823242
	Iteration 11Q: 3 clusters Score -2134911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2134956.250000 Penalty: 11202.823242
	Iteration 12Q: 3 clusters Score -2134956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2134989.250000 Penalty: 11202.823242
	Iteration 13Q: 3 clusters Score -2134989 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2135024.750000 Penalty: 11202.823242
	Iteration 14Q: 3 clusters Score -2135025 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2135057.750000 Penalty: 11202.823242
	Iteration 15Q: 3 clusters Score -2135058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2135081.000000 Penalty: 11202.823242
	Iteration 16Q: 3 clusters Score -2135081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2135113.750000 Penalty: 11202.823242
	Iteration 17Q: 3 clusters Score -2135114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2135139.250000 Penalty: 11202.823242
	Iteration 18Q: 3 clusters Score -2135139 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2135168.500000 Penalty: 11202.823242
	Iteration 19Q: 3 clusters Score -2135168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2135181.000000 Penalty: 11202.823242
	Iteration 20F: 3 clusters Score -2135181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2135198.750000 Penalty: 11202.823242
	Iteration 21Q: 3 clusters Score -2135199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2135218.000000 Penalty: 11202.823242
	Iteration 22Q: 3 clusters Score -2135218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2135240.750000 Penalty: 11202.823242
	Iteration 23Q: 3 clusters Score -2135241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2135267.500000 Penalty: 11202.823242
	Iteration 24Q: 3 clusters Score -2135268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2135276.500000 Penalty: 11202.823242
	Iteration 25Q: 3 clusters Score -2135276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2135290.000000 Penalty: 11202.823242
	Iteration 26Q: 3 clusters Score -2135290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2135309.250000 Penalty: 11202.823242
	Iteration 27Q: 3 clusters Score -2135309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2135323.000000 Penalty: 11202.823242
	Iteration 28Q: 3 clusters Score -2135323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2135353.250000 Penalty: 11202.823242
	Iteration 29Q: 3 clusters Score -2135353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2135369.500000 Penalty: 11202.823242
	Iteration 30Q: 3 clusters Score -2135370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2135390.000000 Penalty: 11202.823242
	Iteration 31Q: 3 clusters Score -2135390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2135422.000000 Penalty: 11202.823242
	Iteration 32Q: 3 clusters Score -2135422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2135438.250000 Penalty: 11202.823242
	Iteration 33Q: 3 clusters Score -2135438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2135459.000000 Penalty: 11202.823242
	Iteration 34Q: 3 clusters Score -2135459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2135488.250000 Penalty: 11202.823242
	Iteration 35Q: 3 clusters Score -2135488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2135522.500000 Penalty: 11202.823242
	Iteration 36Q: 3 clusters Score -2135522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2135544.500000 Penalty: 11202.823242
	Iteration 37Q: 3 clusters Score -2135544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2135569.750000 Penalty: 11202.823242
	Iteration 38Q: 3 clusters Score -2135570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2135583.750000 Penalty: 11202.823242
	Iteration 39Q: 3 clusters Score -2135584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2135589.500000 Penalty: 11202.823242
	Iteration 40F: 3 clusters Score -2135590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2135605.000000 Penalty: 11202.823242
	Iteration 41Q: 3 clusters Score -2135605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2135621.000000 Penalty: 11202.823242
	Iteration 42Q: 3 clusters Score -2135621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2135625.000000 Penalty: 11202.823242
	Iteration 43Q: 3 clusters Score -2135625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2135638.000000 Penalty: 11202.823242
	Iteration 44Q: 3 clusters Score -2135638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2135654.500000 Penalty: 11202.823242
	Iteration 45Q: 3 clusters Score -2135654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2135673.000000 Penalty: 11202.823242
	Iteration 46Q: 3 clusters Score -2135673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2135694.750000 Penalty: 11202.823242
	Iteration 47Q: 3 clusters Score -2135695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2135715.500000 Penalty: 11202.823242
	Iteration 48Q: 3 clusters Score -2135716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2135730.250000 Penalty: 11202.823242
	Iteration 49Q: 3 clusters Score -2135730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2135745.250000 Penalty: 11202.823242
	Iteration 50Q: 3 clusters Score -2135745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2135765.750000 Penalty: 11202.823242
	Iteration 51Q: 3 clusters Score -2135766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2135784.500000 Penalty: 11202.823242
	Iteration 52Q: 3 clusters Score -2135784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2135803.000000 Penalty: 11202.823242
	Iteration 53Q: 3 clusters Score -2135803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2135810.500000 Penalty: 11202.823242
	Iteration 54Q: 3 clusters Score -2135810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2135835.500000 Penalty: 11202.823242
	Iteration 55Q: 3 clusters Score -2135836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2135854.250000 Penalty: 11202.823242
	Iteration 56Q: 3 clusters Score -2135854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2135881.500000 Penalty: 11202.823242
	Iteration 57Q: 3 clusters Score -2135882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2135912.750000 Penalty: 11202.823242
	Iteration 58Q: 3 clusters Score -2135913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2135942.000000 Penalty: 11202.823242
	Iteration 59Q: 3 clusters Score -2135942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2135978.500000 Penalty: 11202.823242
	Iteration 60F: 3 clusters Score -2135978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2136016.750000 Penalty: 11202.823242
	Iteration 61Q: 3 clusters Score -2136017 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2136048.500000 Penalty: 11202.823242
	Iteration 62Q: 3 clusters Score -2136048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2136074.000000 Penalty: 11202.823242
	Iteration 63Q: 3 clusters Score -2136074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2136093.250000 Penalty: 11202.823242
	Iteration 64Q: 3 clusters Score -2136093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2136108.750000 Penalty: 11202.823242
	Iteration 65Q: 3 clusters Score -2136109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2136131.250000 Penalty: 11202.823242
	Iteration 66Q: 3 clusters Score -2136131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2136144.250000 Penalty: 11202.823242
	Iteration 67Q: 3 clusters Score -2136144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2136168.000000 Penalty: 11202.823242
	Iteration 68Q: 3 clusters Score -2136168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2136172.750000 Penalty: 11202.823242
	Iteration 69Q: 3 clusters Score -2136173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2136189.250000 Penalty: 11202.823242
	Iteration 70Q: 3 clusters Score -2136189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2136197.000000 Penalty: 11202.823242
	Iteration 71Q: 3 clusters Score -2136197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2136197.000000 Penalty: 11202.823242
	Iteration 72Q: 3 clusters Score -2136197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2136204.500000 Penalty: 11202.823242
	Iteration 73Q: 3 clusters Score -2136204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2136212.500000 Penalty: 11202.823242
	Iteration 74Q: 3 clusters Score -2136212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2136225.000000 Penalty: 11202.823242
	Iteration 75Q: 3 clusters Score -2136225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2136235.500000 Penalty: 11202.823242
	Iteration 76Q: 3 clusters Score -2136236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2136248.000000 Penalty: 11202.823242
	Iteration 77Q: 3 clusters Score -2136248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2136258.000000 Penalty: 11202.823242
	Iteration 78Q: 3 clusters Score -2136258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2136275.750000 Penalty: 11202.823242
	Iteration 79Q: 3 clusters Score -2136276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2136281.750000 Penalty: 11202.823242
	Iteration 80F: 3 clusters Score -2136282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2136304.750000 Penalty: 11202.823242
	Iteration 81Q: 3 clusters Score -2136305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2136315.000000 Penalty: 11202.823242
	Iteration 82Q: 3 clusters Score -2136315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2136326.500000 Penalty: 11202.823242
	Iteration 83Q: 3 clusters Score -2136326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2136336.000000 Penalty: 11202.823242
	Iteration 84Q: 3 clusters Score -2136336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2136340.750000 Penalty: 11202.823242
	Iteration 85Q: 3 clusters Score -2136341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2136346.750000 Penalty: 11202.823242
	Iteration 86Q: 3 clusters Score -2136347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2136353.000000 Penalty: 11202.823242
	Iteration 87Q: 3 clusters Score -2136353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2136358.250000 Penalty: 11202.823242
	Iteration 88Q: 3 clusters Score -2136358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2136368.750000 Penalty: 11202.823242
	Iteration 89Q: 3 clusters Score -2136369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2136375.000000 Penalty: 11202.823242
	Iteration 90Q: 3 clusters Score -2136375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2136380.250000 Penalty: 11202.823242
	Iteration 91Q: 3 clusters Score -2136380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2136394.750000 Penalty: 11202.823242
	Iteration 92Q: 3 clusters Score -2136395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2136403.250000 Penalty: 11202.823242
	Iteration 93Q: 3 clusters Score -2136403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2136407.750000 Penalty: 11202.823242
	Iteration 94Q: 3 clusters Score -2136408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2136422.250000 Penalty: 11202.823242
	Iteration 95Q: 3 clusters Score -2136422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2136440.250000 Penalty: 11202.823242
	Iteration 96Q: 3 clusters Score -2136440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2136453.000000 Penalty: 11202.823242
	Iteration 97Q: 3 clusters Score -2136453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2136462.500000 Penalty: 11202.823242
	Iteration 98Q: 3 clusters Score -2136462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2136465.500000 Penalty: 11202.823242
	Iteration 99Q: 3 clusters Score -2136466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2136477.250000 Penalty: 11202.823242
	Iteration 100F: 3 clusters Score -2136477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2136482.750000 Penalty: 11202.823242
	Iteration 101Q: 3 clusters Score -2136483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2136486.250000 Penalty: 11202.823242
	Iteration 102Q: 3 clusters Score -2136486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2136495.250000 Penalty: 11202.823242
	Iteration 103Q: 3 clusters Score -2136495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2136498.250000 Penalty: 11202.823242
	Iteration 104Q: 3 clusters Score -2136498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2136505.250000 Penalty: 11202.823242
	Iteration 105Q: 3 clusters Score -2136505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2136513.750000 Penalty: 11202.823242
	Iteration 106Q: 3 clusters Score -2136514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2136522.250000 Penalty: 11202.823242
	Iteration 107Q: 3 clusters Score -2136522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2136520.250000 Penalty: 11202.823242
	Iteration 108Q: 3 clusters Score -2136520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2136526.250000 Penalty: 11202.823242
	Iteration 109Q: 3 clusters Score -2136526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2136529.000000 Penalty: 11202.823242
	Iteration 110Q: 3 clusters Score -2136529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2136530.500000 Penalty: 11202.823242
	Iteration 111Q: 3 clusters Score -2136530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2136530.500000 Penalty: 11202.823242
	Iteration 112F: 3 clusters Score -2136530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Entering Unmasked Estep 
Score: -3810439.000000 Penalty: 5951.611816
	Iteration 0F: 2 clusters Score -3810439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3796051.500000 Penalty: 11903.223633
	Iteration 0F: 3 clusters Score -3796052 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3799657.000000 Penalty: 11903.223633
	Iteration 1F: 3 clusters Score -3799657 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3800164.000000 Penalty: 11903.223633
	Iteration 2F: 3 clusters Score -3800164 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3800472.000000 Penalty: 11903.223633
	Iteration 3Q: 3 clusters Score -3800472 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3800689.000000 Penalty: 11903.223633
	Iteration 4Q: 3 clusters Score -3800689 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3800836.250000 Penalty: 11903.223633
	Iteration 5Q: 3 clusters Score -3800836 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3800990.500000 Penalty: 11903.223633
	Iteration 6Q: 3 clusters Score -3800990 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3801108.250000 Penalty: 11903.223633
	Iteration 7Q: 3 clusters Score -3801108 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3801214.750000 Penalty: 11903.223633
	Iteration 8Q: 3 clusters Score -3801215 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -3801278.500000 Penalty: 11903.223633
	Iteration 9Q: 3 clusters Score -3801278 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3801351.250000 Penalty: 11903.223633
	Iteration 10Q: 3 clusters Score -3801351 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3801389.000000 Penalty: 11903.223633
	Iteration 11Q: 3 clusters Score -3801389 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3801447.500000 Penalty: 11903.223633
	Iteration 12Q: 3 clusters Score -3801448 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3801512.750000 Penalty: 11903.223633
	Iteration 13Q: 3 clusters Score -3801513 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3801569.250000 Penalty: 11903.223633
	Iteration 14Q: 3 clusters Score -3801569 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3801609.250000 Penalty: 11903.223633
	Iteration 15Q: 3 clusters Score -3801609 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3801661.750000 Penalty: 11903.223633
	Iteration 16Q: 3 clusters Score -3801662 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3801706.000000 Penalty: 11903.223633
	Iteration 17Q: 3 clusters Score -3801706 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3801742.000000 Penalty: 11903.223633
	Iteration 18Q: 3 clusters Score -3801742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3801797.250000 Penalty: 11903.223633
	Iteration 19Q: 3 clusters Score -3801797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3801842.500000 Penalty: 11903.223633
	Iteration 20F: 3 clusters Score -3801842 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3801884.500000 Penalty: 11903.223633
	Iteration 21Q: 3 clusters Score -3801884 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3801929.750000 Penalty: 11903.223633
	Iteration 22Q: 3 clusters Score -3801930 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3801983.000000 Penalty: 11903.223633
	Iteration 23Q: 3 clusters Score -3801983 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3802042.250000 Penalty: 11903.223633
	Iteration 24Q: 3 clusters Score -3802042 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3802113.250000 Penalty: 11903.223633
	Iteration 25Q: 3 clusters Score -3802113 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3802223.250000 Penalty: 11903.223633
	Iteration 26Q: 3 clusters Score -3802223 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3802326.000000 Penalty: 11903.223633
	Iteration 27Q: 3 clusters Score -3802326 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3802424.500000 Penalty: 11903.223633
	Iteration 28Q: 3 clusters Score -3802424 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3802519.000000 Penalty: 11903.223633
	Iteration 29Q: 3 clusters Score -3802519 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3802624.000000 Penalty: 11903.223633
	Iteration 30Q: 3 clusters Score -3802624 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3802761.500000 Penalty: 11903.223633
	Iteration 31Q: 3 clusters Score -3802762 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3802926.500000 Penalty: 11903.223633
	Iteration 32Q: 3 clusters Score -3802926 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3803117.000000 Penalty: 11903.223633
	Iteration 33Q: 3 clusters Score -3803117 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3803338.000000 Penalty: 11903.223633
	Iteration 34Q: 3 clusters Score -3803338 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3803585.500000 Penalty: 11903.223633
	Iteration 35Q: 3 clusters Score -3803586 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3803842.000000 Penalty: 11903.223633
	Iteration 36Q: 3 clusters Score -3803842 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3804057.500000 Penalty: 11903.223633
	Iteration 37Q: 3 clusters Score -3804058 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3804262.000000 Penalty: 11903.223633
	Iteration 38Q: 3 clusters Score -3804262 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3804423.000000 Penalty: 11903.223633
	Iteration 39Q: 3 clusters Score -3804423 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3804570.500000 Penalty: 11903.223633
	Iteration 40F: 3 clusters Score -3804570 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3804693.250000 Penalty: 11903.223633
	Iteration 41Q: 3 clusters Score -3804693 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3804795.250000 Penalty: 11903.223633
	Iteration 42Q: 3 clusters Score -3804795 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3804861.000000 Penalty: 11903.223633
	Iteration 43Q: 3 clusters Score -3804861 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3804919.000000 Penalty: 11903.223633
	Iteration 44Q: 3 clusters Score -3804919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3804975.500000 Penalty: 11903.223633
	Iteration 45Q: 3 clusters Score -3804976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3805014.750000 Penalty: 11903.223633
	Iteration 46Q: 3 clusters Score -3805015 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3805035.250000 Penalty: 11903.223633
	Iteration 47Q: 3 clusters Score -3805035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3805058.250000 Penalty: 11903.223633
	Iteration 48Q: 3 clusters Score -3805058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3805078.250000 Penalty: 11903.223633
	Iteration 49Q: 3 clusters Score -3805078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3805100.750000 Penalty: 11903.223633
	Iteration 50Q: 3 clusters Score -3805101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3805123.000000 Penalty: 11903.223633
	Iteration 51Q: 3 clusters Score -3805123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3805135.500000 Penalty: 11903.223633
	Iteration 52Q: 3 clusters Score -3805136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3805152.750000 Penalty: 11903.223633
	Iteration 53Q: 3 clusters Score -3805153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3805165.000000 Penalty: 11903.223633
	Iteration 54Q: 3 clusters Score -3805165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3805178.250000 Penalty: 11903.223633
	Iteration 55Q: 3 clusters Score -3805178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3805185.250000 Penalty: 11903.223633
	Iteration 56Q: 3 clusters Score -3805185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3805196.500000 Penalty: 11903.223633
	Iteration 57Q: 3 clusters Score -3805196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3805205.000000 Penalty: 11903.223633
	Iteration 58Q: 3 clusters Score -3805205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3805221.500000 Penalty: 11903.223633
	Iteration 59Q: 3 clusters Score -3805222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3805222.750000 Penalty: 11903.223633
	Iteration 60F: 3 clusters Score -3805223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3805231.500000 Penalty: 11903.223633
	Iteration 61Q: 3 clusters Score -3805232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3805231.000000 Penalty: 11903.223633
	Iteration 62Q: 3 clusters Score -3805231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3805239.750000 Penalty: 11903.223633
	Iteration 63Q: 3 clusters Score -3805240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3805240.250000 Penalty: 11903.223633
	Iteration 64Q: 3 clusters Score -3805240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3805239.500000 Penalty: 11903.223633
	Iteration 65Q: 3 clusters Score -3805240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3805239.500000 Penalty: 11903.223633
	Iteration 66F: 3 clusters Score -3805240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Entering Unmasked Estep 
Score: -2305304.500000 Penalty: 5656.457520
	Iteration 0F: 2 clusters Score -2305304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2294972.750000 Penalty: 11312.915039
	Iteration 0F: 3 clusters Score -2294973 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2297193.500000 Penalty: 11312.915039
	Iteration 1F: 3 clusters Score -2297194 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2297640.250000 Penalty: 11312.915039
	Iteration 2F: 3 clusters Score -2297640 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2297867.500000 Penalty: 11312.915039
	Iteration 3Q: 3 clusters Score -2297868 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2298026.250000 Penalty: 11312.915039
	Iteration 4Q: 3 clusters Score -2298026 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2298145.000000 Penalty: 11312.915039
	Iteration 5Q: 3 clusters Score -2298145 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2298245.250000 Penalty: 11312.915039
	Iteration 6Q: 3 clusters Score -2298245 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2298327.000000 Penalty: 11312.915039
	Iteration 7Q: 3 clusters Score -2298327 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2298397.500000 Penalty: 11312.915039
	Iteration 8Q: 3 clusters Score -2298398 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2298434.500000 Penalty: 11312.915039
	Iteration 9Q: 3 clusters Score -2298434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2298465.000000 Penalty: 11312.915039
	Iteration 10Q: 3 clusters Score -2298465 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2298500.000000 Penalty: 11312.915039
	Iteration 11Q: 3 clusters Score -2298500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2298524.750000 Penalty: 11312.915039
	Iteration 12Q: 3 clusters Score -2298525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2298553.500000 Penalty: 11312.915039
	Iteration 13Q: 3 clusters Score -2298554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2298576.000000 Penalty: 11312.915039
	Iteration 14Q: 3 clusters Score -2298576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2298601.000000 Penalty: 11312.915039
	Iteration 15Q: 3 clusters Score -2298601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2298635.500000 Penalty: 11312.915039
	Iteration 16Q: 3 clusters Score -2298636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2298662.750000 Penalty: 11312.915039
	Iteration 17Q: 3 clusters Score -2298663 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2298697.000000 Penalty: 11312.915039
	Iteration 18Q: 3 clusters Score -2298697 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2298723.500000 Penalty: 11312.915039
	Iteration 19Q: 3 clusters Score -2298724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2298764.250000 Penalty: 11312.915039
	Iteration 20F: 3 clusters Score -2298764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2298810.000000 Penalty: 11312.915039
	Iteration 21Q: 3 clusters Score -2298810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2298831.000000 Penalty: 11312.915039
	Iteration 22Q: 3 clusters Score -2298831 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2298858.250000 Penalty: 11312.915039
	Iteration 23Q: 3 clusters Score -2298858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2298882.000000 Penalty: 11312.915039
	Iteration 24Q: 3 clusters Score -2298882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2298902.250000 Penalty: 11312.915039
	Iteration 25Q: 3 clusters Score -2298902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2298920.500000 Penalty: 11312.915039
	Iteration 26Q: 3 clusters Score -2298920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2298937.000000 Penalty: 11312.915039
	Iteration 27Q: 3 clusters Score -2298937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2298967.750000 Penalty: 11312.915039
	Iteration 28Q: 3 clusters Score -2298968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2298977.500000 Penalty: 11312.915039
	Iteration 29Q: 3 clusters Score -2298978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2298998.750000 Penalty: 11312.915039
	Iteration 30Q: 3 clusters Score -2298999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2299023.250000 Penalty: 11312.915039
	Iteration 31Q: 3 clusters Score -2299023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2299031.250000 Penalty: 11312.915039
	Iteration 32Q: 3 clusters Score -2299031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2299038.000000 Penalty: 11312.915039
	Iteration 33Q: 3 clusters Score -2299038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2299042.000000 Penalty: 11312.915039
	Iteration 34Q: 3 clusters Score -2299042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2299046.500000 Penalty: 11312.915039
	Iteration 35Q: 3 clusters Score -2299046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2299053.750000 Penalty: 11312.915039
	Iteration 36Q: 3 clusters Score -2299054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2299067.500000 Penalty: 11312.915039
	Iteration 37Q: 3 clusters Score -2299068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2299073.500000 Penalty: 11312.915039
	Iteration 38Q: 3 clusters Score -2299074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2299087.250000 Penalty: 11312.915039
	Iteration 39Q: 3 clusters Score -2299087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2299093.500000 Penalty: 11312.915039
	Iteration 40F: 3 clusters Score -2299094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2299095.500000 Penalty: 11312.915039
	Iteration 41Q: 3 clusters Score -2299096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2299108.000000 Penalty: 11312.915039
	Iteration 42Q: 3 clusters Score -2299108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2299113.750000 Penalty: 11312.915039
	Iteration 43Q: 3 clusters Score -2299114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2299118.000000 Penalty: 11312.915039
	Iteration 44Q: 3 clusters Score -2299118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2299121.750000 Penalty: 11312.915039
	Iteration 45Q: 3 clusters Score -2299122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2299129.000000 Penalty: 11312.915039
	Iteration 46Q: 3 clusters Score -2299129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2299135.750000 Penalty: 11312.915039
	Iteration 47Q: 3 clusters Score -2299136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2299135.500000 Penalty: 11312.915039
	Iteration 48Q: 3 clusters Score -2299136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2299137.500000 Penalty: 11312.915039
	Iteration 49Q: 3 clusters Score -2299138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2299140.750000 Penalty: 11312.915039
	Iteration 50Q: 3 clusters Score -2299141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2299141.000000 Penalty: 11312.915039
	Iteration 51Q: 3 clusters Score -2299141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2299146.000000 Penalty: 11312.915039
	Iteration 52Q: 3 clusters Score -2299146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2299146.750000 Penalty: 11312.915039
	Iteration 53Q: 3 clusters Score -2299147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2299148.000000 Penalty: 11312.915039
	Iteration 54Q: 3 clusters Score -2299148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2299146.250000 Penalty: 11312.915039
	Iteration 55Q: 3 clusters Score -2299146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2299153.750000 Penalty: 11312.915039
	Iteration 56Q: 3 clusters Score -2299154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2299153.750000 Penalty: 11312.915039
	Iteration 57Q: 3 clusters Score -2299154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2299157.500000 Penalty: 11312.915039
	Iteration 58Q: 3 clusters Score -2299158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2299169.000000 Penalty: 11312.915039
	Iteration 59Q: 3 clusters Score -2299169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2299182.000000 Penalty: 11312.915039
	Iteration 60F: 3 clusters Score -2299182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2299184.750000 Penalty: 11312.915039
	Iteration 61Q: 3 clusters Score -2299185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2299194.000000 Penalty: 11312.915039
	Iteration 62Q: 3 clusters Score -2299194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2299200.250000 Penalty: 11312.915039
	Iteration 63Q: 3 clusters Score -2299200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2299196.750000 Penalty: 11312.915039
	Iteration 64Q: 3 clusters Score -2299197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2299200.250000 Penalty: 11312.915039
	Iteration 65Q: 3 clusters Score -2299200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2299210.500000 Penalty: 11312.915039
	Iteration 66Q: 3 clusters Score -2299210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2299208.500000 Penalty: 11312.915039
	Iteration 67Q: 3 clusters Score -2299208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2299212.250000 Penalty: 11312.915039
	Iteration 68Q: 3 clusters Score -2299212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2299216.750000 Penalty: 11312.915039
	Iteration 69Q: 3 clusters Score -2299217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2299217.000000 Penalty: 11312.915039
	Iteration 70Q: 3 clusters Score -2299217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2299216.250000 Penalty: 11312.915039
	Iteration 71Q: 3 clusters Score -2299216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2299223.750000 Penalty: 11312.915039
	Iteration 72Q: 3 clusters Score -2299224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2299229.500000 Penalty: 11312.915039
	Iteration 73Q: 3 clusters Score -2299230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2299236.000000 Penalty: 11312.915039
	Iteration 74Q: 3 clusters Score -2299236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2299242.500000 Penalty: 11312.915039
	Iteration 75Q: 3 clusters Score -2299242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2299240.500000 Penalty: 11312.915039
	Iteration 76Q: 3 clusters Score -2299240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2299248.000000 Penalty: 11312.915039
	Iteration 77Q: 3 clusters Score -2299248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2299248.000000 Penalty: 11312.915039
	Iteration 78Q: 3 clusters Score -2299248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2299246.750000 Penalty: 11312.915039
	Iteration 79Q: 3 clusters Score -2299247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2299250.750000 Penalty: 11312.915039
	Iteration 80F: 3 clusters Score -2299251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2299249.250000 Penalty: 11312.915039
	Iteration 81Q: 3 clusters Score -2299249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2299258.000000 Penalty: 11312.915039
	Iteration 82Q: 3 clusters Score -2299258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2299260.750000 Penalty: 11312.915039
	Iteration 83Q: 3 clusters Score -2299261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2299267.000000 Penalty: 11312.915039
	Iteration 84Q: 3 clusters Score -2299267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2299266.750000 Penalty: 11312.915039
	Iteration 85Q: 3 clusters Score -2299267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2299263.250000 Penalty: 11312.915039
	Iteration 86Q: 3 clusters Score -2299263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2299269.000000 Penalty: 11312.915039
	Iteration 87Q: 3 clusters Score -2299269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2299269.000000 Penalty: 11312.915039
	Iteration 88Q: 3 clusters Score -2299269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2299270.000000 Penalty: 11312.915039
	Iteration 89Q: 3 clusters Score -2299270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2299271.750000 Penalty: 11312.915039
	Iteration 90Q: 3 clusters Score -2299272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2299268.500000 Penalty: 11312.915039
	Iteration 91Q: 3 clusters Score -2299268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2299274.000000 Penalty: 11312.915039
	Iteration 92Q: 3 clusters Score -2299274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2299278.750000 Penalty: 11312.915039
	Iteration 93Q: 3 clusters Score -2299279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2299279.000000 Penalty: 11312.915039
	Iteration 94Q: 3 clusters Score -2299279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2299280.500000 Penalty: 11312.915039
	Iteration 95Q: 3 clusters Score -2299280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2299287.750000 Penalty: 11312.915039
	Iteration 96Q: 3 clusters Score -2299288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2299297.500000 Penalty: 11312.915039
	Iteration 97Q: 3 clusters Score -2299298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2299297.750000 Penalty: 11312.915039
	Iteration 98Q: 3 clusters Score -2299298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2299303.000000 Penalty: 11312.915039
	Iteration 99Q: 3 clusters Score -2299303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2299306.250000 Penalty: 11312.915039
	Iteration 100F: 3 clusters Score -2299306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2299305.500000 Penalty: 11312.915039
	Iteration 101Q: 3 clusters Score -2299306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2299309.750000 Penalty: 11312.915039
	Iteration 102Q: 3 clusters Score -2299310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2299309.750000 Penalty: 11312.915039
	Iteration 103Q: 3 clusters Score -2299310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2299315.500000 Penalty: 11312.915039
	Iteration 104Q: 3 clusters Score -2299316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2299315.000000 Penalty: 11312.915039
	Iteration 105Q: 3 clusters Score -2299315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2299316.250000 Penalty: 11312.915039
	Iteration 106Q: 3 clusters Score -2299316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2299316.250000 Penalty: 11312.915039
	Iteration 107Q: 3 clusters Score -2299316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2299323.250000 Penalty: 11312.915039
	Iteration 108Q: 3 clusters Score -2299323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2299329.000000 Penalty: 11312.915039
	Iteration 109Q: 3 clusters Score -2299329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2299332.000000 Penalty: 11312.915039
	Iteration 110Q: 3 clusters Score -2299332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2299329.500000 Penalty: 11312.915039
	Iteration 111Q: 3 clusters Score -2299330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2299336.250000 Penalty: 11312.915039
	Iteration 112Q: 3 clusters Score -2299336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2299337.500000 Penalty: 11312.915039
	Iteration 113Q: 3 clusters Score -2299338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2299337.500000 Penalty: 11312.915039
	Iteration 114F: 3 clusters Score -2299338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -536887.375000 Penalty: 4790.265137
	Iteration 0F: 2 clusters Score -536887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -531568.250000 Penalty: 9580.530273
	Iteration 0F: 3 clusters Score -531568.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -532392.875000 Penalty: 9580.530273
	Iteration 1F: 3 clusters Score -532392.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -532709.562500 Penalty: 9580.530273
	Iteration 2F: 3 clusters Score -532709.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -532927.250000 Penalty: 9580.530273
	Iteration 3Q: 3 clusters Score -532927.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -533092.687500 Penalty: 9580.530273
	Iteration 4Q: 3 clusters Score -533092.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -533279.562500 Penalty: 9580.530273
	Iteration 5Q: 3 clusters Score -533279.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -533424.750000 Penalty: 9580.530273
	Iteration 6Q: 3 clusters Score -533424.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -533579.187500 Penalty: 9580.530273
	Iteration 7Q: 3 clusters Score -533579.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -533707.687500 Penalty: 9580.530273
	Iteration 8Q: 3 clusters Score -533707.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -533853.000000 Penalty: 9580.530273
	Iteration 9Q: 3 clusters Score -533853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -533999.312500 Penalty: 9580.530273
	Iteration 10Q: 3 clusters Score -533999.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -534219.312500 Penalty: 9580.530273
	Iteration 11Q: 3 clusters Score -534219.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -534444.687500 Penalty: 9580.530273
	Iteration 12Q: 3 clusters Score -534444.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -534767.687500 Penalty: 9580.530273
	Iteration 13Q: 3 clusters Score -534767.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -535147.625000 Penalty: 9580.530273
	Iteration 14Q: 3 clusters Score -535147.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -535534.500000 Penalty: 9580.530273
	Iteration 15Q: 3 clusters Score -535534.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -535900.312500 Penalty: 9580.530273
	Iteration 16Q: 3 clusters Score -535900.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -536477.812500 Penalty: 9580.530273
	Iteration 17Q: 3 clusters Score -536477.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -537013.062500 Penalty: 9580.530273
	Iteration 18Q: 3 clusters Score -537013.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -537268.875000 Penalty: 9580.530273
	Iteration 19Q: 3 clusters Score -537268.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -537346.750000 Penalty: 9580.530273
	Iteration 20F: 3 clusters Score -537346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -537361.812500 Penalty: 9580.530273
	Iteration 21Q: 3 clusters Score -537361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -537377.062500 Penalty: 9580.530273
	Iteration 22Q: 3 clusters Score -537377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -537389.875000 Penalty: 9580.530273
	Iteration 23Q: 3 clusters Score -537389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -537407.937500 Penalty: 9580.530273
	Iteration 24Q: 3 clusters Score -537407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -537438.625000 Penalty: 9580.530273
	Iteration 25Q: 3 clusters Score -537438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -537441.875000 Penalty: 9580.530273
	Iteration 26Q: 3 clusters Score -537441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -537444.875000 Penalty: 9580.530273
	Iteration 27Q: 3 clusters Score -537444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -537445.812500 Penalty: 9580.530273
	Iteration 28Q: 3 clusters Score -537445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -537448.000000 Penalty: 9580.530273
	Iteration 29F: 3 clusters Score -537448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -537463.125000 Penalty: 9580.530273
	Iteration 30Q: 3 clusters Score -537463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -537471.687500 Penalty: 9580.530273
	Iteration 31Q: 3 clusters Score -537471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -537473.875000 Penalty: 9580.530273
	Iteration 32Q: 3 clusters Score -537473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -537479.062500 Penalty: 9580.530273
	Iteration 33Q: 3 clusters Score -537479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -537481.375000 Penalty: 9580.530273
	Iteration 34Q: 3 clusters Score -537481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -537481.375000 Penalty: 9580.530273
	Iteration 35F: 3 clusters Score -537481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 145635 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 65178 members 
Mstep: Class 5 contains 65113 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 36014 members 
Mstep: Class 11 contains 124765 members 
Mstep: Class 12 contains 40357 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 1282 members 
Mstep: Class 20 contains 63853 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 58654 members 
Mstep: Class 23 contains 14592 members 
Mstep: Class 24 contains 75867 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14958 members 
Mstep: Class 27 contains 92090 members 
Mstep: Class 28 contains 36550 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 35434 members 
Mstep: Class 31 contains 1210 members 
Entering Unmasked Estep 
Score: -272451520.000000 Penalty: 266057.875000
Splitting cluster 19 changes total score from -272453440.000000 to -272451520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (63853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Entering Unmasked Estep 
Score: -14499873.000000 Penalty: 6776.907227
	Iteration 0F: 2 clusters Score -1.449987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -14455167.000000 Penalty: 13553.814453
	Iteration 0F: 3 clusters Score -1.445517e+07 nChanged 28611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -14470492.000000 Penalty: 13553.814453
	Iteration 1F: 3 clusters Score -1.447049e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -14471570.000000 Penalty: 13553.814453
	Iteration 2Q: 3 clusters Score -1.447157e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -14472385.000000 Penalty: 13553.814453
	Iteration 3Q: 3 clusters Score -1.447238e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -14473063.000000 Penalty: 13553.814453
	Iteration 4Q: 3 clusters Score -1.447306e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -14473838.000000 Penalty: 13553.814453
	Iteration 5Q: 3 clusters Score -1.447384e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -14474759.000000 Penalty: 13553.814453
	Iteration 6Q: 3 clusters Score -1.447476e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -14475663.000000 Penalty: 13553.814453
	Iteration 7Q: 3 clusters Score -1.447566e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -14476740.000000 Penalty: 13553.814453
	Iteration 8Q: 3 clusters Score -1.447674e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -14477781.000000 Penalty: 13553.814453
	Iteration 9Q: 3 clusters Score -1.447778e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -14479061.000000 Penalty: 13553.814453
	Iteration 10Q: 3 clusters Score -1.447906e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -14480476.000000 Penalty: 13553.814453
	Iteration 11Q: 3 clusters Score -1.448048e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -14482368.000000 Penalty: 13553.814453
	Iteration 12Q: 3 clusters Score -1.448237e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -14484268.000000 Penalty: 13553.814453
	Iteration 13Q: 3 clusters Score -1.448427e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -14485976.000000 Penalty: 13553.814453
	Iteration 14Q: 3 clusters Score -1.448598e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -14487647.000000 Penalty: 13553.814453
	Iteration 15Q: 3 clusters Score -1.448765e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -14488973.000000 Penalty: 13553.814453
	Iteration 16Q: 3 clusters Score -1.448897e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -14489877.000000 Penalty: 13553.814453
	Iteration 17Q: 3 clusters Score -1.448988e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -14490505.000000 Penalty: 13553.814453
	Iteration 18Q: 3 clusters Score -1.44905e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -14490967.000000 Penalty: 13553.814453
	Iteration 19Q: 3 clusters Score -1.449097e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -14491329.000000 Penalty: 13553.814453
	Iteration 20F: 3 clusters Score -1.449133e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -14491644.000000 Penalty: 13553.814453
	Iteration 21Q: 3 clusters Score -1.449164e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -14491817.000000 Penalty: 13553.814453
	Iteration 22Q: 3 clusters Score -1.449182e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -14492013.000000 Penalty: 13553.814453
	Iteration 23Q: 3 clusters Score -1.449201e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -14492216.000000 Penalty: 13553.814453
	Iteration 24Q: 3 clusters Score -1.449222e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -14492394.000000 Penalty: 13553.814453
	Iteration 25Q: 3 clusters Score -1.449239e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -14492579.000000 Penalty: 13553.814453
	Iteration 26Q: 3 clusters Score -1.449258e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -14492755.000000 Penalty: 13553.814453
	Iteration 27Q: 3 clusters Score -1.449276e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -14492801.000000 Penalty: 13553.814453
	Iteration 28Q: 3 clusters Score -1.44928e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -14492905.000000 Penalty: 13553.814453
	Iteration 29Q: 3 clusters Score -1.44929e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -14493012.000000 Penalty: 13553.814453
	Iteration 30Q: 3 clusters Score -1.449301e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -14493134.000000 Penalty: 13553.814453
	Iteration 31Q: 3 clusters Score -1.449313e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -14493245.000000 Penalty: 13553.814453
	Iteration 32Q: 3 clusters Score -1.449324e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -14493314.000000 Penalty: 13553.814453
	Iteration 33Q: 3 clusters Score -1.449331e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -14493403.000000 Penalty: 13553.814453
	Iteration 34Q: 3 clusters Score -1.44934e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -14493492.000000 Penalty: 13553.814453
	Iteration 35Q: 3 clusters Score -1.449349e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -14493546.000000 Penalty: 13553.814453
	Iteration 36Q: 3 clusters Score -1.449355e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -14493586.000000 Penalty: 13553.814453
	Iteration 37Q: 3 clusters Score -1.449359e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -14493643.000000 Penalty: 13553.814453
	Iteration 38Q: 3 clusters Score -1.449364e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -14493701.000000 Penalty: 13553.814453
	Iteration 39Q: 3 clusters Score -1.44937e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -14493722.000000 Penalty: 13553.814453
	Iteration 40F: 3 clusters Score -1.449372e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -14493764.000000 Penalty: 13553.814453
	Iteration 41Q: 3 clusters Score -1.449376e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -14493769.000000 Penalty: 13553.814453
	Iteration 42Q: 3 clusters Score -1.449377e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -14493800.000000 Penalty: 13553.814453
	Iteration 43Q: 3 clusters Score -1.44938e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -14493808.000000 Penalty: 13553.814453
	Iteration 44Q: 3 clusters Score -1.449381e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -14493826.000000 Penalty: 13553.814453
	Iteration 45Q: 3 clusters Score -1.449383e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -14493831.000000 Penalty: 13553.814453
	Iteration 46Q: 3 clusters Score -1.449383e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -14493857.000000 Penalty: 13553.814453
	Iteration 47Q: 3 clusters Score -1.449386e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -14493849.000000 Penalty: 13553.814453
	Iteration 48Q: 3 clusters Score -1.449385e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -14493870.000000 Penalty: 13553.814453
	Iteration 49Q: 3 clusters Score -1.449387e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -14493871.000000 Penalty: 13553.814453
	Iteration 50Q: 3 clusters Score -1.449387e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -14493871.000000 Penalty: 13553.814453
	Iteration 51Q: 3 clusters Score -1.449387e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -14493900.000000 Penalty: 13553.814453
	Iteration 52Q: 3 clusters Score -1.44939e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -14493893.000000 Penalty: 13553.814453
	Iteration 53Q: 3 clusters Score -1.449389e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -14493900.000000 Penalty: 13553.814453
	Iteration 54Q: 3 clusters Score -1.44939e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -14493938.000000 Penalty: 13553.814453
	Iteration 55Q: 3 clusters Score -1.449394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -14493942.000000 Penalty: 13553.814453
	Iteration 56Q: 3 clusters Score -1.449394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -14493937.000000 Penalty: 13553.814453
	Iteration 57Q: 3 clusters Score -1.449394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -14493958.000000 Penalty: 13553.814453
	Iteration 58Q: 3 clusters Score -1.449396e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -14493948.000000 Penalty: 13553.814453
	Iteration 59Q: 3 clusters Score -1.449395e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -14493973.000000 Penalty: 13553.814453
	Iteration 60F: 3 clusters Score -1.449397e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -14493982.000000 Penalty: 13553.814453
	Iteration 61Q: 3 clusters Score -1.449398e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -14494032.000000 Penalty: 13553.814453
	Iteration 62Q: 3 clusters Score -1.449403e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -14494032.000000 Penalty: 13553.814453
	Iteration 63Q: 3 clusters Score -1.449403e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -14494064.000000 Penalty: 13553.814453
	Iteration 64Q: 3 clusters Score -1.449406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -14494086.000000 Penalty: 13553.814453
	Iteration 65Q: 3 clusters Score -1.449409e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -14494083.000000 Penalty: 13553.814453
	Iteration 66Q: 3 clusters Score -1.449408e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -14494110.000000 Penalty: 13553.814453
	Iteration 67Q: 3 clusters Score -1.449411e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -14494151.000000 Penalty: 13553.814453
	Iteration 68Q: 3 clusters Score -1.449415e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -14494157.000000 Penalty: 13553.814453
	Iteration 69Q: 3 clusters Score -1.449416e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -14494130.000000 Penalty: 13553.814453
	Iteration 70Q: 3 clusters Score -1.449413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -14494156.000000 Penalty: 13553.814453
	Iteration 71Q: 3 clusters Score -1.449416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -14494162.000000 Penalty: 13553.814453
	Iteration 72Q: 3 clusters Score -1.449416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -14494171.000000 Penalty: 13553.814453
	Iteration 73Q: 3 clusters Score -1.449417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -14494197.000000 Penalty: 13553.814453
	Iteration 74Q: 3 clusters Score -1.44942e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -14494188.000000 Penalty: 13553.814453
	Iteration 75Q: 3 clusters Score -1.449419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -14494238.000000 Penalty: 13553.814453
	Iteration 76Q: 3 clusters Score -1.449424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -14494219.000000 Penalty: 13553.814453
	Iteration 77Q: 3 clusters Score -1.449422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -14494217.000000 Penalty: 13553.814453
	Iteration 78Q: 3 clusters Score -1.449422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -14494220.000000 Penalty: 13553.814453
	Iteration 79Q: 3 clusters Score -1.449422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -14494241.000000 Penalty: 13553.814453
	Iteration 80F: 3 clusters Score -1.449424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -14494258.000000 Penalty: 13553.814453
	Iteration 81Q: 3 clusters Score -1.449426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -14494259.000000 Penalty: 13553.814453
	Iteration 82Q: 3 clusters Score -1.449426e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -14494272.000000 Penalty: 13553.814453
	Iteration 83Q: 3 clusters Score -1.449427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -14494265.000000 Penalty: 13553.814453
	Iteration 84Q: 3 clusters Score -1.449426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -14494272.000000 Penalty: 13553.814453
	Iteration 85Q: 3 clusters Score -1.449427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -14494275.000000 Penalty: 13553.814453
	Iteration 86Q: 3 clusters Score -1.449428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -14494274.000000 Penalty: 13553.814453
	Iteration 87Q: 3 clusters Score -1.449427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -14494264.000000 Penalty: 13553.814453
	Iteration 88Q: 3 clusters Score -1.449426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -14494279.000000 Penalty: 13553.814453
	Iteration 89Q: 3 clusters Score -1.449428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -14494270.000000 Penalty: 13553.814453
	Iteration 90Q: 3 clusters Score -1.449427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -14494285.000000 Penalty: 13553.814453
	Iteration 91Q: 3 clusters Score -1.449428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -14494281.000000 Penalty: 13553.814453
	Iteration 92Q: 3 clusters Score -1.449428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -14494290.000000 Penalty: 13553.814453
	Iteration 93Q: 3 clusters Score -1.449429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -14494276.000000 Penalty: 13553.814453
	Iteration 94Q: 3 clusters Score -1.449428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -14494263.000000 Penalty: 13553.814453
	Iteration 95Q: 3 clusters Score -1.449426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -14494275.000000 Penalty: 13553.814453
	Iteration 96Q: 3 clusters Score -1.449428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -14494284.000000 Penalty: 13553.814453
	Iteration 97Q: 3 clusters Score -1.449428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -14494303.000000 Penalty: 13553.814453
	Iteration 98Q: 3 clusters Score -1.44943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -14494303.000000 Penalty: 13553.814453
	Iteration 99Q: 3 clusters Score -1.44943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -14494305.000000 Penalty: 13553.814453
	Iteration 100F: 3 clusters Score -1.44943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -14494299.000000 Penalty: 13553.814453
	Iteration 101Q: 3 clusters Score -1.44943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -14494299.000000 Penalty: 13553.814453
	Iteration 102F: 3 clusters Score -1.44943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117836 members 
Entering Unmasked Estep 
Score: -26776974.000000 Penalty: 7152.192383
	Iteration 0F: 2 clusters Score -2.677697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -26697212.000000 Penalty: 14304.384766
	Iteration 0F: 3 clusters Score -2.669721e+07 nChanged 54210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -26726622.000000 Penalty: 14304.384766
	Iteration 1F: 3 clusters Score -2.672662e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -26727592.000000 Penalty: 14304.384766
	Iteration 2Q: 3 clusters Score -2.672759e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -26728440.000000 Penalty: 14304.384766
	Iteration 3Q: 3 clusters Score -2.672844e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -26729178.000000 Penalty: 14304.384766
	Iteration 4Q: 3 clusters Score -2.672918e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -26729968.000000 Penalty: 14304.384766
	Iteration 5Q: 3 clusters Score -2.672997e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -26730842.000000 Penalty: 14304.384766
	Iteration 6Q: 3 clusters Score -2.673084e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -26731952.000000 Penalty: 14304.384766
	Iteration 7Q: 3 clusters Score -2.673195e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -26733550.000000 Penalty: 14304.384766
	Iteration 8Q: 3 clusters Score -2.673355e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -26736190.000000 Penalty: 14304.384766
	Iteration 9Q: 3 clusters Score -2.673619e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -26740312.000000 Penalty: 14304.384766
	Iteration 10F: 3 clusters Score -2.674031e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -26747278.000000 Penalty: 14304.384766
	Iteration 11F: 3 clusters Score -2.674728e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102345 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -26755988.000000 Penalty: 14304.384766
	Iteration 12F: 3 clusters Score -2.675599e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109954 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -26763368.000000 Penalty: 14304.384766
	Iteration 13F: 3 clusters Score -2.676337e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114365 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -26767538.000000 Penalty: 14304.384766
	Iteration 14Q: 3 clusters Score -2.676754e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116220 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -26769260.000000 Penalty: 14304.384766
	Iteration 15Q: 3 clusters Score -2.676926e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116864 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -26769956.000000 Penalty: 14304.384766
	Iteration 16Q: 3 clusters Score -2.676996e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -26770210.000000 Penalty: 14304.384766
	Iteration 17Q: 3 clusters Score -2.677021e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117157 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -26770334.000000 Penalty: 14304.384766
	Iteration 18Q: 3 clusters Score -2.677033e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117211 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -26770428.000000 Penalty: 14304.384766
	Iteration 19Q: 3 clusters Score -2.677043e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117240 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -26770476.000000 Penalty: 14304.384766
	Iteration 20F: 3 clusters Score -2.677048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -26770494.000000 Penalty: 14304.384766
	Iteration 21Q: 3 clusters Score -2.677049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117258 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -26770502.000000 Penalty: 14304.384766
	Iteration 22Q: 3 clusters Score -2.67705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -26770520.000000 Penalty: 14304.384766
	Iteration 23Q: 3 clusters Score -2.677052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117270 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -26770526.000000 Penalty: 14304.384766
	Iteration 24Q: 3 clusters Score -2.677053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117274 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -26770528.000000 Penalty: 14304.384766
	Iteration 25Q: 3 clusters Score -2.677053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117276 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -26770544.000000 Penalty: 14304.384766
	Iteration 26Q: 3 clusters Score -2.677054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117279 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -26770558.000000 Penalty: 14304.384766
	Iteration 27Q: 3 clusters Score -2.677056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117280 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -26770568.000000 Penalty: 14304.384766
	Iteration 28Q: 3 clusters Score -2.677057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117281 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -26770568.000000 Penalty: 14304.384766
	Iteration 29Q: 3 clusters Score -2.677057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -26770572.000000 Penalty: 14304.384766
	Iteration 30Q: 3 clusters Score -2.677057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -26770558.000000 Penalty: 14304.384766
	Iteration 31Q: 3 clusters Score -2.677056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117286 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -26770564.000000 Penalty: 14304.384766
	Iteration 32Q: 3 clusters Score -2.677056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -26770574.000000 Penalty: 14304.384766
	Iteration 33Q: 3 clusters Score -2.677057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -26770574.000000 Penalty: 14304.384766
	Iteration 34F: 3 clusters Score -2.677057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Entering Unmasked Estep 
Score: -13288249.000000 Penalty: 6724.889160
	Iteration 0F: 2 clusters Score -1.328825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -13247214.000000 Penalty: 13449.778320
	Iteration 0F: 3 clusters Score -1.324721e+07 nChanged 26108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -13260977.000000 Penalty: 13449.778320
	Iteration 1F: 3 clusters Score -1.326098e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -13261809.000000 Penalty: 13449.778320
	Iteration 2Q: 3 clusters Score -1.326181e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -13262486.000000 Penalty: 13449.778320
	Iteration 3Q: 3 clusters Score -1.326249e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -13263145.000000 Penalty: 13449.778320
	Iteration 4Q: 3 clusters Score -1.326314e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -13263973.000000 Penalty: 13449.778320
	Iteration 5Q: 3 clusters Score -1.326397e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -13265113.000000 Penalty: 13449.778320
	Iteration 6Q: 3 clusters Score -1.326511e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -13266775.000000 Penalty: 13449.778320
	Iteration 7Q: 3 clusters Score -1.326678e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -13269252.000000 Penalty: 13449.778320
	Iteration 8F: 3 clusters Score -1.326925e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -13272527.000000 Penalty: 13449.778320
	Iteration 9F: 3 clusters Score -1.327253e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -13275840.000000 Penalty: 13449.778320
	Iteration 10F: 3 clusters Score -1.327584e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -13278485.000000 Penalty: 13449.778320
	Iteration 11F: 3 clusters Score -1.327848e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -13280230.000000 Penalty: 13449.778320
	Iteration 12Q: 3 clusters Score -1.328023e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -13281245.000000 Penalty: 13449.778320
	Iteration 13Q: 3 clusters Score -1.328124e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -13281869.000000 Penalty: 13449.778320
	Iteration 14Q: 3 clusters Score -1.328187e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -13282180.000000 Penalty: 13449.778320
	Iteration 15Q: 3 clusters Score -1.328218e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -13282445.000000 Penalty: 13449.778320
	Iteration 16Q: 3 clusters Score -1.328244e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -13282589.000000 Penalty: 13449.778320
	Iteration 17Q: 3 clusters Score -1.328259e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -13282650.000000 Penalty: 13449.778320
	Iteration 18Q: 3 clusters Score -1.328265e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -13282709.000000 Penalty: 13449.778320
	Iteration 19Q: 3 clusters Score -1.328271e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -13282758.000000 Penalty: 13449.778320
	Iteration 20F: 3 clusters Score -1.328276e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13282758.000000 Penalty: 13449.778320
	Iteration 21Q: 3 clusters Score -1.328276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -13282805.000000 Penalty: 13449.778320
	Iteration 22Q: 3 clusters Score -1.32828e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -13282802.000000 Penalty: 13449.778320
	Iteration 23Q: 3 clusters Score -1.32828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -13282808.000000 Penalty: 13449.778320
	Iteration 24Q: 3 clusters Score -1.328281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13282807.000000 Penalty: 13449.778320
	Iteration 25Q: 3 clusters Score -1.328281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -13282825.000000 Penalty: 13449.778320
	Iteration 26Q: 3 clusters Score -1.328282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -13282828.000000 Penalty: 13449.778320
	Iteration 27Q: 3 clusters Score -1.328283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -13282837.000000 Penalty: 13449.778320
	Iteration 28Q: 3 clusters Score -1.328284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -13282824.000000 Penalty: 13449.778320
	Iteration 29Q: 3 clusters Score -1.328282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -13282830.000000 Penalty: 13449.778320
	Iteration 30Q: 3 clusters Score -1.328283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -13282839.000000 Penalty: 13449.778320
	Iteration 31Q: 3 clusters Score -1.328284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -13282841.000000 Penalty: 13449.778320
	Iteration 32Q: 3 clusters Score -1.328284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -13282837.000000 Penalty: 13449.778320
	Iteration 33Q: 3 clusters Score -1.328284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -13282837.000000 Penalty: 13449.778320
	Iteration 34F: 3 clusters Score -1.328284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Entering Unmasked Estep 
Score: -3318947.500000 Penalty: 5872.790527
	Iteration 0F: 2 clusters Score -3318948 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 7309 members 
Entering Unmasked Estep 
Score: -3305795.750000 Penalty: 11745.581055
	Iteration 0F: 3 clusters Score -3305796 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3308803.250000 Penalty: 11745.581055
	Iteration 1F: 3 clusters Score -3308803 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3309354.750000 Penalty: 11745.581055
	Iteration 2F: 3 clusters Score -3309355 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -3309684.500000 Penalty: 11745.581055
	Iteration 3Q: 3 clusters Score -3309684 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3309891.500000 Penalty: 11745.581055
	Iteration 4Q: 3 clusters Score -3309892 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3310059.250000 Penalty: 11745.581055
	Iteration 5Q: 3 clusters Score -3310059 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3310167.250000 Penalty: 11745.581055
	Iteration 6Q: 3 clusters Score -3310167 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3310249.250000 Penalty: 11745.581055
	Iteration 7Q: 3 clusters Score -3310249 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3310318.750000 Penalty: 11745.581055
	Iteration 8Q: 3 clusters Score -3310319 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3310371.000000 Penalty: 11745.581055
	Iteration 9Q: 3 clusters Score -3310371 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3310406.250000 Penalty: 11745.581055
	Iteration 10Q: 3 clusters Score -3310406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3310447.000000 Penalty: 11745.581055
	Iteration 11Q: 3 clusters Score -3310447 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3310490.000000 Penalty: 11745.581055
	Iteration 12Q: 3 clusters Score -3310490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3310513.250000 Penalty: 11745.581055
	Iteration 13Q: 3 clusters Score -3310513 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3310523.750000 Penalty: 11745.581055
	Iteration 14Q: 3 clusters Score -3310524 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3310544.750000 Penalty: 11745.581055
	Iteration 15Q: 3 clusters Score -3310545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3310574.500000 Penalty: 11745.581055
	Iteration 16Q: 3 clusters Score -3310574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3310598.500000 Penalty: 11745.581055
	Iteration 17Q: 3 clusters Score -3310598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3310621.000000 Penalty: 11745.581055
	Iteration 18Q: 3 clusters Score -3310621 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3310632.750000 Penalty: 11745.581055
	Iteration 19Q: 3 clusters Score -3310633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3310655.000000 Penalty: 11745.581055
	Iteration 20F: 3 clusters Score -3310655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3310661.500000 Penalty: 11745.581055
	Iteration 21Q: 3 clusters Score -3310662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3310681.000000 Penalty: 11745.581055
	Iteration 22Q: 3 clusters Score -3310681 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3310692.000000 Penalty: 11745.581055
	Iteration 23Q: 3 clusters Score -3310692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3310699.500000 Penalty: 11745.581055
	Iteration 24Q: 3 clusters Score -3310700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3310718.000000 Penalty: 11745.581055
	Iteration 25Q: 3 clusters Score -3310718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3310729.250000 Penalty: 11745.581055
	Iteration 26Q: 3 clusters Score -3310729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3310736.750000 Penalty: 11745.581055
	Iteration 27Q: 3 clusters Score -3310737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3310753.500000 Penalty: 11745.581055
	Iteration 28Q: 3 clusters Score -3310754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3310757.500000 Penalty: 11745.581055
	Iteration 29Q: 3 clusters Score -3310758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3310765.000000 Penalty: 11745.581055
	Iteration 30Q: 3 clusters Score -3310765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3310761.750000 Penalty: 11745.581055
	Iteration 31Q: 3 clusters Score -3310762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3310773.500000 Penalty: 11745.581055
	Iteration 32Q: 3 clusters Score -3310774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3310776.500000 Penalty: 11745.581055
	Iteration 33Q: 3 clusters Score -3310776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3310779.500000 Penalty: 11745.581055
	Iteration 34Q: 3 clusters Score -3310780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3310778.500000 Penalty: 11745.581055
	Iteration 35Q: 3 clusters Score -3310778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3310777.750000 Penalty: 11745.581055
	Iteration 36Q: 3 clusters Score -3310778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3310780.750000 Penalty: 11745.581055
	Iteration 37Q: 3 clusters Score -3310781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3310790.000000 Penalty: 11745.581055
	Iteration 38Q: 3 clusters Score -3310790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3310793.000000 Penalty: 11745.581055
	Iteration 39Q: 3 clusters Score -3310793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3310794.750000 Penalty: 11745.581055
	Iteration 40F: 3 clusters Score -3310795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3310801.250000 Penalty: 11745.581055
	Iteration 41Q: 3 clusters Score -3310801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3310802.500000 Penalty: 11745.581055
	Iteration 42Q: 3 clusters Score -3310802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3310806.250000 Penalty: 11745.581055
	Iteration 43Q: 3 clusters Score -3310806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3310809.500000 Penalty: 11745.581055
	Iteration 44Q: 3 clusters Score -3310810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3310812.750000 Penalty: 11745.581055
	Iteration 45Q: 3 clusters Score -3310813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3310807.500000 Penalty: 11745.581055
	Iteration 46Q: 3 clusters Score -3310808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3310803.750000 Penalty: 11745.581055
	Iteration 47Q: 3 clusters Score -3310804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3310812.000000 Penalty: 11745.581055
	Iteration 48Q: 3 clusters Score -3310812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3310815.750000 Penalty: 11745.581055
	Iteration 49Q: 3 clusters Score -3310816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3310821.750000 Penalty: 11745.581055
	Iteration 50Q: 3 clusters Score -3310822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3310828.500000 Penalty: 11745.581055
	Iteration 51Q: 3 clusters Score -3310828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3310832.250000 Penalty: 11745.581055
	Iteration 52Q: 3 clusters Score -3310832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3310833.250000 Penalty: 11745.581055
	Iteration 53Q: 3 clusters Score -3310833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3310836.250000 Penalty: 11745.581055
	Iteration 54Q: 3 clusters Score -3310836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3310836.250000 Penalty: 11745.581055
	Iteration 55Q: 3 clusters Score -3310836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3310836.250000 Penalty: 11745.581055
	Iteration 56Q: 3 clusters Score -3310836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3310844.000000 Penalty: 11745.581055
	Iteration 57Q: 3 clusters Score -3310844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3310835.500000 Penalty: 11745.581055
	Iteration 58Q: 3 clusters Score -3310836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3310840.750000 Penalty: 11745.581055
	Iteration 59Q: 3 clusters Score -3310841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3310856.750000 Penalty: 11745.581055
	Iteration 60F: 3 clusters Score -3310857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3310865.500000 Penalty: 11745.581055
	Iteration 61Q: 3 clusters Score -3310866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3310869.750000 Penalty: 11745.581055
	Iteration 62Q: 3 clusters Score -3310870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3310867.500000 Penalty: 11745.581055
	Iteration 63Q: 3 clusters Score -3310868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3310877.500000 Penalty: 11745.581055
	Iteration 64Q: 3 clusters Score -3310878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3310890.500000 Penalty: 11745.581055
	Iteration 65Q: 3 clusters Score -3310890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3310901.500000 Penalty: 11745.581055
	Iteration 66Q: 3 clusters Score -3310902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3310896.500000 Penalty: 11745.581055
	Iteration 67Q: 3 clusters Score -3310896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3310911.250000 Penalty: 11745.581055
	Iteration 68Q: 3 clusters Score -3310911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3310926.750000 Penalty: 11745.581055
	Iteration 69Q: 3 clusters Score -3310927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3310944.500000 Penalty: 11745.581055
	Iteration 70Q: 3 clusters Score -3310944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3310953.750000 Penalty: 11745.581055
	Iteration 71Q: 3 clusters Score -3310954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3310956.500000 Penalty: 11745.581055
	Iteration 72Q: 3 clusters Score -3310956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3310960.000000 Penalty: 11745.581055
	Iteration 73Q: 3 clusters Score -3310960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3310961.500000 Penalty: 11745.581055
	Iteration 74Q: 3 clusters Score -3310962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3310981.000000 Penalty: 11745.581055
	Iteration 75Q: 3 clusters Score -3310981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3310995.000000 Penalty: 11745.581055
	Iteration 76Q: 3 clusters Score -3310995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3311001.000000 Penalty: 11745.581055
	Iteration 77Q: 3 clusters Score -3311001 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3311012.000000 Penalty: 11745.581055
	Iteration 78Q: 3 clusters Score -3311012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3311030.000000 Penalty: 11745.581055
	Iteration 79Q: 3 clusters Score -3311030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3311055.250000 Penalty: 11745.581055
	Iteration 80F: 3 clusters Score -3311055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3311062.500000 Penalty: 11745.581055
	Iteration 81Q: 3 clusters Score -3311062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3311085.750000 Penalty: 11745.581055
	Iteration 82Q: 3 clusters Score -3311086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3311085.250000 Penalty: 11745.581055
	Iteration 83Q: 3 clusters Score -3311085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3311109.250000 Penalty: 11745.581055
	Iteration 84Q: 3 clusters Score -3311109 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3311123.500000 Penalty: 11745.581055
	Iteration 85Q: 3 clusters Score -3311124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3311141.250000 Penalty: 11745.581055
	Iteration 86Q: 3 clusters Score -3311141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3311167.250000 Penalty: 11745.581055
	Iteration 87Q: 3 clusters Score -3311167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3311192.750000 Penalty: 11745.581055
	Iteration 88Q: 3 clusters Score -3311193 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3311218.250000 Penalty: 11745.581055
	Iteration 89Q: 3 clusters Score -3311218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3311221.500000 Penalty: 11745.581055
	Iteration 90Q: 3 clusters Score -3311222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3311251.500000 Penalty: 11745.581055
	Iteration 91Q: 3 clusters Score -3311252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3311271.000000 Penalty: 11745.581055
	Iteration 92Q: 3 clusters Score -3311271 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3311281.000000 Penalty: 11745.581055
	Iteration 93Q: 3 clusters Score -3311281 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3311309.000000 Penalty: 11745.581055
	Iteration 94Q: 3 clusters Score -3311309 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3311339.000000 Penalty: 11745.581055
	Iteration 95Q: 3 clusters Score -3311339 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3311355.500000 Penalty: 11745.581055
	Iteration 96Q: 3 clusters Score -3311356 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3311382.500000 Penalty: 11745.581055
	Iteration 97Q: 3 clusters Score -3311382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -3311422.250000 Penalty: 11745.581055
	Iteration 98Q: 3 clusters Score -3311422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3311447.750000 Penalty: 11745.581055
	Iteration 99Q: 3 clusters Score -3311448 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3311493.750000 Penalty: 11745.581055
	Iteration 100F: 3 clusters Score -3311494 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -3311524.000000 Penalty: 11745.581055
	Iteration 101Q: 3 clusters Score -3311524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3311557.000000 Penalty: 11745.581055
	Iteration 102Q: 3 clusters Score -3311557 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3311602.500000 Penalty: 11745.581055
	Iteration 103Q: 3 clusters Score -3311602 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3311644.000000 Penalty: 11745.581055
	Iteration 104Q: 3 clusters Score -3311644 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3311673.500000 Penalty: 11745.581055
	Iteration 105Q: 3 clusters Score -3311674 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -3311739.000000 Penalty: 11745.581055
	Iteration 106Q: 3 clusters Score -3311739 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3311793.250000 Penalty: 11745.581055
	Iteration 107Q: 3 clusters Score -3311793 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3311854.250000 Penalty: 11745.581055
	Iteration 108Q: 3 clusters Score -3311854 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3311909.750000 Penalty: 11745.581055
	Iteration 109Q: 3 clusters Score -3311910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -3311962.750000 Penalty: 11745.581055
	Iteration 110Q: 3 clusters Score -3311963 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3312047.500000 Penalty: 11745.581055
	Iteration 111Q: 3 clusters Score -3312048 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3312127.250000 Penalty: 11745.581055
	Iteration 112Q: 3 clusters Score -3312127 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3312208.250000 Penalty: 11745.581055
	Iteration 113Q: 3 clusters Score -3312208 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3312284.000000 Penalty: 11745.581055
	Iteration 114Q: 3 clusters Score -3312284 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3312361.250000 Penalty: 11745.581055
	Iteration 115Q: 3 clusters Score -3312361 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3312446.750000 Penalty: 11745.581055
	Iteration 116Q: 3 clusters Score -3312447 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3312515.250000 Penalty: 11745.581055
	Iteration 117Q: 3 clusters Score -3312515 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3312598.750000 Penalty: 11745.581055
	Iteration 118Q: 3 clusters Score -3312599 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3312669.250000 Penalty: 11745.581055
	Iteration 119Q: 3 clusters Score -3312669 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3312741.000000 Penalty: 11745.581055
	Iteration 120F: 3 clusters Score -3312741 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3312808.750000 Penalty: 11745.581055
	Iteration 121Q: 3 clusters Score -3312809 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3312891.750000 Penalty: 11745.581055
	Iteration 122Q: 3 clusters Score -3312892 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3312938.500000 Penalty: 11745.581055
	Iteration 123Q: 3 clusters Score -3312938 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3313005.000000 Penalty: 11745.581055
	Iteration 124Q: 3 clusters Score -3313005 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3313064.500000 Penalty: 11745.581055
	Iteration 125Q: 3 clusters Score -3313064 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3313107.250000 Penalty: 11745.581055
	Iteration 126Q: 3 clusters Score -3313107 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3313137.750000 Penalty: 11745.581055
	Iteration 127Q: 3 clusters Score -3313138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3313181.000000 Penalty: 11745.581055
	Iteration 128Q: 3 clusters Score -3313181 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3313212.000000 Penalty: 11745.581055
	Iteration 129Q: 3 clusters Score -3313212 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3313253.750000 Penalty: 11745.581055
	Iteration 130Q: 3 clusters Score -3313254 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3313286.500000 Penalty: 11745.581055
	Iteration 131Q: 3 clusters Score -3313286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3313320.000000 Penalty: 11745.581055
	Iteration 132Q: 3 clusters Score -3313320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3313342.750000 Penalty: 11745.581055
	Iteration 133Q: 3 clusters Score -3313343 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3313375.250000 Penalty: 11745.581055
	Iteration 134Q: 3 clusters Score -3313375 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3313416.500000 Penalty: 11745.581055
	Iteration 135Q: 3 clusters Score -3313416 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3313437.750000 Penalty: 11745.581055
	Iteration 136Q: 3 clusters Score -3313438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3313477.500000 Penalty: 11745.581055
	Iteration 137Q: 3 clusters Score -3313478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3313504.250000 Penalty: 11745.581055
	Iteration 138Q: 3 clusters Score -3313504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3313521.500000 Penalty: 11745.581055
	Iteration 139Q: 3 clusters Score -3313522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3313533.000000 Penalty: 11745.581055
	Iteration 140F: 3 clusters Score -3313533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3313552.000000 Penalty: 11745.581055
	Iteration 141Q: 3 clusters Score -3313552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3313563.750000 Penalty: 11745.581055
	Iteration 142Q: 3 clusters Score -3313564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3313567.000000 Penalty: 11745.581055
	Iteration 143Q: 3 clusters Score -3313567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3313587.000000 Penalty: 11745.581055
	Iteration 144Q: 3 clusters Score -3313587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3313602.750000 Penalty: 11745.581055
	Iteration 145Q: 3 clusters Score -3313603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3313614.000000 Penalty: 11745.581055
	Iteration 146Q: 3 clusters Score -3313614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3313623.250000 Penalty: 11745.581055
	Iteration 147Q: 3 clusters Score -3313623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3313629.750000 Penalty: 11745.581055
	Iteration 148Q: 3 clusters Score -3313630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3313628.500000 Penalty: 11745.581055
	Iteration 149Q: 3 clusters Score -3313628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3313631.000000 Penalty: 11745.581055
	Iteration 150Q: 3 clusters Score -3313631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3313637.000000 Penalty: 11745.581055
	Iteration 151Q: 3 clusters Score -3313637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3313637.250000 Penalty: 11745.581055
	Iteration 152Q: 3 clusters Score -3313637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3313645.000000 Penalty: 11745.581055
	Iteration 153Q: 3 clusters Score -3313645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3313654.250000 Penalty: 11745.581055
	Iteration 154Q: 3 clusters Score -3313654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3313654.750000 Penalty: 11745.581055
	Iteration 155Q: 3 clusters Score -3313655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3313660.750000 Penalty: 11745.581055
	Iteration 156Q: 3 clusters Score -3313661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3313662.750000 Penalty: 11745.581055
	Iteration 157Q: 3 clusters Score -3313663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3313666.500000 Penalty: 11745.581055
	Iteration 158Q: 3 clusters Score -3313666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3313669.000000 Penalty: 11745.581055
	Iteration 159Q: 3 clusters Score -3313669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3313671.750000 Penalty: 11745.581055
	Iteration 160F: 3 clusters Score -3313672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3313670.000000 Penalty: 11745.581055
	Iteration 161Q: 3 clusters Score -3313670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3313672.250000 Penalty: 11745.581055
	Iteration 162Q: 3 clusters Score -3313672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3313675.250000 Penalty: 11745.581055
	Iteration 163Q: 3 clusters Score -3313675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3313676.250000 Penalty: 11745.581055
	Iteration 164Q: 3 clusters Score -3313676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3313676.250000 Penalty: 11745.581055
	Iteration 165F: 3 clusters Score -3313676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Entering Unmasked Estep 
Score: -17319102.000000 Penalty: 6882.501465
	Iteration 0F: 2 clusters Score -1.73191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -17266826.000000 Penalty: 13765.002930
	Iteration 0F: 3 clusters Score -1.726683e+07 nChanged 34150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -17285282.000000 Penalty: 13765.002930
	Iteration 1F: 3 clusters Score -1.728528e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -17286420.000000 Penalty: 13765.002930
	Iteration 2Q: 3 clusters Score -1.728642e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -17287690.000000 Penalty: 13765.002930
	Iteration 3Q: 3 clusters Score -1.728769e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -17289472.000000 Penalty: 13765.002930
	Iteration 4Q: 3 clusters Score -1.728947e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -17292038.000000 Penalty: 13765.002930
	Iteration 5F: 3 clusters Score -1.729204e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -17295888.000000 Penalty: 13765.002930
	Iteration 6F: 3 clusters Score -1.729589e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -17300422.000000 Penalty: 13765.002930
	Iteration 7F: 3 clusters Score -1.730042e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -17304728.000000 Penalty: 13765.002930
	Iteration 8F: 3 clusters Score -1.730473e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -17308084.000000 Penalty: 13765.002930
	Iteration 9F: 3 clusters Score -1.730808e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -17310278.000000 Penalty: 13765.002930
	Iteration 10Q: 3 clusters Score -1.731028e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -17311484.000000 Penalty: 13765.002930
	Iteration 11Q: 3 clusters Score -1.731148e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -17312076.000000 Penalty: 13765.002930
	Iteration 12Q: 3 clusters Score -1.731208e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -17312476.000000 Penalty: 13765.002930
	Iteration 13Q: 3 clusters Score -1.731248e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 74954 members 
Entering Unmasked Estep 
Score: -17312686.000000 Penalty: 13765.002930
	Iteration 14Q: 3 clusters Score -1.731269e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -17312792.000000 Penalty: 13765.002930
	Iteration 15Q: 3 clusters Score -1.731279e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -17312868.000000 Penalty: 13765.002930
	Iteration 16Q: 3 clusters Score -1.731287e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -17312932.000000 Penalty: 13765.002930
	Iteration 17Q: 3 clusters Score -1.731293e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -17312964.000000 Penalty: 13765.002930
	Iteration 18Q: 3 clusters Score -1.731296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -17313000.000000 Penalty: 13765.002930
	Iteration 19Q: 3 clusters Score -1.7313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -17313006.000000 Penalty: 13765.002930
	Iteration 20F: 3 clusters Score -1.731301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -17313016.000000 Penalty: 13765.002930
	Iteration 21Q: 3 clusters Score -1.731302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -17313032.000000 Penalty: 13765.002930
	Iteration 22Q: 3 clusters Score -1.731303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -17313030.000000 Penalty: 13765.002930
	Iteration 23Q: 3 clusters Score -1.731303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -17313046.000000 Penalty: 13765.002930
	Iteration 24Q: 3 clusters Score -1.731305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -17313042.000000 Penalty: 13765.002930
	Iteration 25Q: 3 clusters Score -1.731304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -17313038.000000 Penalty: 13765.002930
	Iteration 26Q: 3 clusters Score -1.731304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
Score: -17313036.000000 Penalty: 13765.002930
	Iteration 27Q: 3 clusters Score -1.731304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
Score: -17313036.000000 Penalty: 13765.002930
	Iteration 28F: 3 clusters Score -1.731304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Entering Unmasked Estep 
Score: -10525163.000000 Penalty: 6573.186523
	Iteration 0F: 2 clusters Score -1.052516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -10492060.000000 Penalty: 13146.373047
	Iteration 0F: 3 clusters Score -1.049206e+07 nChanged 20045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -10502766.000000 Penalty: 13146.373047
	Iteration 1F: 3 clusters Score -1.050277e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -10503620.000000 Penalty: 13146.373047
	Iteration 2F: 3 clusters Score -1.050362e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -10504200.000000 Penalty: 13146.373047
	Iteration 3Q: 3 clusters Score -1.05042e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -10504618.000000 Penalty: 13146.373047
	Iteration 4Q: 3 clusters Score -1.050462e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -10505013.000000 Penalty: 13146.373047
	Iteration 5Q: 3 clusters Score -1.050501e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -10505407.000000 Penalty: 13146.373047
	Iteration 6Q: 3 clusters Score -1.050541e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -10505769.000000 Penalty: 13146.373047
	Iteration 7Q: 3 clusters Score -1.050577e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -10506277.000000 Penalty: 13146.373047
	Iteration 8Q: 3 clusters Score -1.050628e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -10506885.000000 Penalty: 13146.373047
	Iteration 9Q: 3 clusters Score -1.050688e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -10507810.000000 Penalty: 13146.373047
	Iteration 10Q: 3 clusters Score -1.050781e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -10509029.000000 Penalty: 13146.373047
	Iteration 11Q: 3 clusters Score -1.050903e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -10510689.000000 Penalty: 13146.373047
	Iteration 12F: 3 clusters Score -1.051069e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -10512676.000000 Penalty: 13146.373047
	Iteration 13F: 3 clusters Score -1.051268e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -10514712.000000 Penalty: 13146.373047
	Iteration 14F: 3 clusters Score -1.051471e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -10516313.000000 Penalty: 13146.373047
	Iteration 15Q: 3 clusters Score -1.051631e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -10517355.000000 Penalty: 13146.373047
	Iteration 16Q: 3 clusters Score -1.051736e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -10518090.000000 Penalty: 13146.373047
	Iteration 17Q: 3 clusters Score -1.051809e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -10518524.000000 Penalty: 13146.373047
	Iteration 18Q: 3 clusters Score -1.051852e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -10518775.000000 Penalty: 13146.373047
	Iteration 19Q: 3 clusters Score -1.051878e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -10518998.000000 Penalty: 13146.373047
	Iteration 20F: 3 clusters Score -1.0519e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -10519102.000000 Penalty: 13146.373047
	Iteration 21Q: 3 clusters Score -1.05191e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -10519194.000000 Penalty: 13146.373047
	Iteration 22Q: 3 clusters Score -1.051919e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -10519251.000000 Penalty: 13146.373047
	Iteration 23Q: 3 clusters Score -1.051925e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -10519289.000000 Penalty: 13146.373047
	Iteration 24Q: 3 clusters Score -1.051929e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -10519323.000000 Penalty: 13146.373047
	Iteration 25Q: 3 clusters Score -1.051932e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -10519362.000000 Penalty: 13146.373047
	Iteration 26Q: 3 clusters Score -1.051936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -10519385.000000 Penalty: 13146.373047
	Iteration 27Q: 3 clusters Score -1.051938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -10519400.000000 Penalty: 13146.373047
	Iteration 28Q: 3 clusters Score -1.05194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -10519419.000000 Penalty: 13146.373047
	Iteration 29Q: 3 clusters Score -1.051942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -10519433.000000 Penalty: 13146.373047
	Iteration 30Q: 3 clusters Score -1.051943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -10519443.000000 Penalty: 13146.373047
	Iteration 31Q: 3 clusters Score -1.051944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -10519451.000000 Penalty: 13146.373047
	Iteration 32Q: 3 clusters Score -1.051945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -10519458.000000 Penalty: 13146.373047
	Iteration 33Q: 3 clusters Score -1.051946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -10519460.000000 Penalty: 13146.373047
	Iteration 34Q: 3 clusters Score -1.051946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -10519465.000000 Penalty: 13146.373047
	Iteration 35Q: 3 clusters Score -1.051946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -10519471.000000 Penalty: 13146.373047
	Iteration 36Q: 3 clusters Score -1.051947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -10519482.000000 Penalty: 13146.373047
	Iteration 37Q: 3 clusters Score -1.051948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -10519478.000000 Penalty: 13146.373047
	Iteration 38Q: 3 clusters Score -1.051948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -10519472.000000 Penalty: 13146.373047
	Iteration 39Q: 3 clusters Score -1.051947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -10519474.000000 Penalty: 13146.373047
	Iteration 40F: 3 clusters Score -1.051947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -10519489.000000 Penalty: 13146.373047
	Iteration 41Q: 3 clusters Score -1.051949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -10519493.000000 Penalty: 13146.373047
	Iteration 42Q: 3 clusters Score -1.051949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -10519502.000000 Penalty: 13146.373047
	Iteration 43Q: 3 clusters Score -1.05195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -10519493.000000 Penalty: 13146.373047
	Iteration 44Q: 3 clusters Score -1.051949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -10519494.000000 Penalty: 13146.373047
	Iteration 45Q: 3 clusters Score -1.051949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -10519499.000000 Penalty: 13146.373047
	Iteration 46Q: 3 clusters Score -1.05195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -10519502.000000 Penalty: 13146.373047
	Iteration 47Q: 3 clusters Score -1.05195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -10519502.000000 Penalty: 13146.373047
	Iteration 48F: 3 clusters Score -1.05195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Entering Unmasked Estep 
Score: -3289737.500000 Penalty: 5887.963379
	Iteration 0F: 2 clusters Score -3289738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -3276512.000000 Penalty: 11775.926758
	Iteration 0F: 3 clusters Score -3276512 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3279681.000000 Penalty: 11775.926758
	Iteration 1F: 3 clusters Score -3279681 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3280306.000000 Penalty: 11775.926758
	Iteration 2F: 3 clusters Score -3280306 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -3280713.750000 Penalty: 11775.926758
	Iteration 3F: 3 clusters Score -3280714 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3280998.000000 Penalty: 11775.926758
	Iteration 4Q: 3 clusters Score -3280998 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3281217.000000 Penalty: 11775.926758
	Iteration 5Q: 3 clusters Score -3281217 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -3281377.250000 Penalty: 11775.926758
	Iteration 6Q: 3 clusters Score -3281377 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3281502.750000 Penalty: 11775.926758
	Iteration 7Q: 3 clusters Score -3281503 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3281612.500000 Penalty: 11775.926758
	Iteration 8Q: 3 clusters Score -3281612 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3281700.250000 Penalty: 11775.926758
	Iteration 9Q: 3 clusters Score -3281700 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -3281781.000000 Penalty: 11775.926758
	Iteration 10Q: 3 clusters Score -3281781 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3281842.500000 Penalty: 11775.926758
	Iteration 11Q: 3 clusters Score -3281842 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3281900.000000 Penalty: 11775.926758
	Iteration 12Q: 3 clusters Score -3281900 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -3281961.250000 Penalty: 11775.926758
	Iteration 13Q: 3 clusters Score -3281961 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3282011.500000 Penalty: 11775.926758
	Iteration 14Q: 3 clusters Score -3282012 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3282090.750000 Penalty: 11775.926758
	Iteration 15Q: 3 clusters Score -3282091 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3282149.500000 Penalty: 11775.926758
	Iteration 16Q: 3 clusters Score -3282150 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3282202.500000 Penalty: 11775.926758
	Iteration 17Q: 3 clusters Score -3282202 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3282242.250000 Penalty: 11775.926758
	Iteration 18Q: 3 clusters Score -3282242 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3282285.750000 Penalty: 11775.926758
	Iteration 19Q: 3 clusters Score -3282286 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3282344.750000 Penalty: 11775.926758
	Iteration 20F: 3 clusters Score -3282345 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3282391.500000 Penalty: 11775.926758
	Iteration 21Q: 3 clusters Score -3282392 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3282436.000000 Penalty: 11775.926758
	Iteration 22Q: 3 clusters Score -3282436 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3282478.250000 Penalty: 11775.926758
	Iteration 23Q: 3 clusters Score -3282478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3282545.750000 Penalty: 11775.926758
	Iteration 24Q: 3 clusters Score -3282546 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3282577.750000 Penalty: 11775.926758
	Iteration 25Q: 3 clusters Score -3282578 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3282611.750000 Penalty: 11775.926758
	Iteration 26Q: 3 clusters Score -3282612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3282653.500000 Penalty: 11775.926758
	Iteration 27Q: 3 clusters Score -3282654 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3282683.750000 Penalty: 11775.926758
	Iteration 28Q: 3 clusters Score -3282684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3282721.750000 Penalty: 11775.926758
	Iteration 29Q: 3 clusters Score -3282722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3282756.250000 Penalty: 11775.926758
	Iteration 30Q: 3 clusters Score -3282756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3282787.500000 Penalty: 11775.926758
	Iteration 31Q: 3 clusters Score -3282788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3282821.500000 Penalty: 11775.926758
	Iteration 32Q: 3 clusters Score -3282822 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3282840.000000 Penalty: 11775.926758
	Iteration 33Q: 3 clusters Score -3282840 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3282875.250000 Penalty: 11775.926758
	Iteration 34Q: 3 clusters Score -3282875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3282910.500000 Penalty: 11775.926758
	Iteration 35Q: 3 clusters Score -3282910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -3282942.500000 Penalty: 11775.926758
	Iteration 36Q: 3 clusters Score -3282942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3282952.750000 Penalty: 11775.926758
	Iteration 37Q: 3 clusters Score -3282953 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3282984.500000 Penalty: 11775.926758
	Iteration 38Q: 3 clusters Score -3282984 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3283008.750000 Penalty: 11775.926758
	Iteration 39Q: 3 clusters Score -3283009 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3283043.750000 Penalty: 11775.926758
	Iteration 40F: 3 clusters Score -3283044 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3283062.250000 Penalty: 11775.926758
	Iteration 41Q: 3 clusters Score -3283062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3283087.750000 Penalty: 11775.926758
	Iteration 42Q: 3 clusters Score -3283088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3283111.250000 Penalty: 11775.926758
	Iteration 43Q: 3 clusters Score -3283111 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3283134.250000 Penalty: 11775.926758
	Iteration 44Q: 3 clusters Score -3283134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3283153.250000 Penalty: 11775.926758
	Iteration 45Q: 3 clusters Score -3283153 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3283175.750000 Penalty: 11775.926758
	Iteration 46Q: 3 clusters Score -3283176 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3283198.500000 Penalty: 11775.926758
	Iteration 47Q: 3 clusters Score -3283198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3283239.500000 Penalty: 11775.926758
	Iteration 48Q: 3 clusters Score -3283240 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3283272.500000 Penalty: 11775.926758
	Iteration 49Q: 3 clusters Score -3283272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3283300.750000 Penalty: 11775.926758
	Iteration 50Q: 3 clusters Score -3283301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3283325.000000 Penalty: 11775.926758
	Iteration 51Q: 3 clusters Score -3283325 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3283349.750000 Penalty: 11775.926758
	Iteration 52Q: 3 clusters Score -3283350 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3283363.750000 Penalty: 11775.926758
	Iteration 53Q: 3 clusters Score -3283364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3283389.750000 Penalty: 11775.926758
	Iteration 54Q: 3 clusters Score -3283390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3283398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3283415.500000 Penalty: 11775.926758
	Iteration 56Q: 3 clusters Score -3283416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3283437.750000 Penalty: 11775.926758
	Iteration 57Q: 3 clusters Score -3283438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3283466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3283486.250000 Penalty: 11775.926758
	Iteration 59Q: 3 clusters Score -3283486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3283512.750000 Penalty: 11775.926758
	Iteration 60F: 3 clusters Score -3283513 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3283541.000000 Penalty: 11775.926758
	Iteration 61Q: 3 clusters Score -3283541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3283573.250000 Penalty: 11775.926758
	Iteration 62Q: 3 clusters Score -3283573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3283594.000000 Penalty: 11775.926758
	Iteration 63Q: 3 clusters Score -3283594 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3283610.250000 Penalty: 11775.926758
	Iteration 64Q: 3 clusters Score -3283610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3283640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3283668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3283709.000000 Penalty: 11775.926758
	Iteration 67Q: 3 clusters Score -3283709 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3283748 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3283786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3283850 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3283895 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3283941.000000 Penalty: 11775.926758
	Iteration 72Q: 3 clusters Score -3283941 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3284010.500000 Penalty: 11775.926758
	Iteration 73Q: 3 clusters Score -3284010 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3284082.000000 Penalty: 11775.926758
	Iteration 74Q: 3 clusters Score -3284082 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3284135.500000 Penalty: 11775.926758
	Iteration 75Q: 3 clusters Score -3284136 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3284190.250000 Penalty: 11775.926758
	Iteration 76Q: 3 clusters Score -3284190 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3284243.000000 Penalty: 11775.926758
	Iteration 77Q: 3 clusters Score -3284243 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3284292.750000 Penalty: 11775.926758
	Iteration 78Q: 3 clusters Score -3284293 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3284319.000000 Penalty: 11775.926758
	Iteration 79Q: 3 clusters Score -3284319 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3284377.750000 Penalty: 11775.926758
	Iteration 80F: 3 clusters Score -3284378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3284401.750000 Penalty: 11775.926758
	Iteration 81Q: 3 clusters Score -3284402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3284426.500000 Penalty: 11775.926758
	Iteration 82Q: 3 clusters Score -3284426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3284449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3284461.500000 Penalty: 11775.926758
	Iteration 84Q: 3 clusters Score -3284462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3284481.000000 Penalty: 11775.926758
	Iteration 85Q: 3 clusters Score -3284481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3284498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3284519.250000 Penalty: 11775.926758
	Iteration 87Q: 3 clusters Score -3284519 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3284534.500000 Penalty: 11775.926758
	Iteration 88Q: 3 clusters Score -3284534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3284561.750000 Penalty: 11775.926758
	Iteration 89Q: 3 clusters Score -3284562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3284574.250000 Penalty: 11775.926758
	Iteration 90Q: 3 clusters Score -3284574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -3284585.250000 Penalty: 11775.926758
	Iteration 91Q: 3 clusters Score -3284585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3284604.250000 Penalty: 11775.926758
	Iteration 92Q: 3 clusters Score -3284604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3284615.500000 Penalty: 11775.926758
	Iteration 93Q: 3 clusters Score -3284616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -3284634.250000 Penalty: 11775.926758
	Iteration 94Q: 3 clusters Score -3284634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3284654.500000 Penalty: 11775.926758
	Iteration 95Q: 3 clusters Score -3284654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3284660.000000 Penalty: 11775.926758
	Iteration 96Q: 3 clusters Score -3284660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3284672.000000 Penalty: 11775.926758
	Iteration 97Q: 3 clusters Score -3284672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -3284686.250000 Penalty: 11775.926758
	Iteration 98Q: 3 clusters Score -3284686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3284685.000000 Penalty: 11775.926758
	Iteration 99Q: 3 clusters Score -3284685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3284692.250000 Penalty: 11775.926758
	Iteration 100F: 3 clusters Score -3284692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3284697.000000 Penalty: 11775.926758
	Iteration 101Q: 3 clusters Score -3284697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -3284710.500000 Penalty: 11775.926758
	Iteration 102Q: 3 clusters Score -3284710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3284718.000000 Penalty: 11775.926758
	Iteration 103Q: 3 clusters Score -3284718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3284719.000000 Penalty: 11775.926758
	Iteration 104Q: 3 clusters Score -3284719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3284729.750000 Penalty: 11775.926758
	Iteration 105Q: 3 clusters Score -3284730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3284733.500000 Penalty: 11775.926758
	Iteration 106Q: 3 clusters Score -3284734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3284736.000000 Penalty: 11775.926758
	Iteration 107Q: 3 clusters Score -3284736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3284738.750000 Penalty: 11775.926758
	Iteration 108Q: 3 clusters Score -3284739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3284741.000000 Penalty: 11775.926758
	Iteration 109Q: 3 clusters Score -3284741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3284753.000000 Penalty: 11775.926758
	Iteration 110Q: 3 clusters Score -3284753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3284772.000000 Penalty: 11775.926758
	Iteration 111Q: 3 clusters Score -3284772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3284774.750000 Penalty: 11775.926758
	Iteration 112Q: 3 clusters Score -3284775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3284784.750000 Penalty: 11775.926758
	Iteration 113Q: 3 clusters Score -3284785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3284783.500000 Penalty: 11775.926758
	Iteration 114Q: 3 clusters Score -3284784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3284797.000000 Penalty: 11775.926758
	Iteration 115Q: 3 clusters Score -3284797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3284795.000000 Penalty: 11775.926758
	Iteration 116Q: 3 clusters Score -3284795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3284803.500000 Penalty: 11775.926758
	Iteration 117Q: 3 clusters Score -3284804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3284808.500000 Penalty: 11775.926758
	Iteration 118Q: 3 clusters Score -3284808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
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Entering Unmasked Estep 
Score: -3284817.250000 Penalty: 11775.926758
	Iteration 119Q: 3 clusters Score -3284817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3284818.750000 Penalty: 11775.926758
	Iteration 120F: 3 clusters Score -3284819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3284824.000000 Penalty: 11775.926758
	Iteration 121Q: 3 clusters Score -3284824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3284822.000000 Penalty: 11775.926758
	Iteration 122Q: 3 clusters Score -3284822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3284837.250000 Penalty: 11775.926758
	Iteration 123Q: 3 clusters Score -3284837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3284840.250000 Penalty: 11775.926758
	Iteration 124Q: 3 clusters Score -3284840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3284837.250000 Penalty: 11775.926758
	Iteration 125Q: 3 clusters Score -3284837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3284842.500000 Penalty: 11775.926758
	Iteration 126Q: 3 clusters Score -3284842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3284843.250000 Penalty: 11775.926758
	Iteration 127Q: 3 clusters Score -3284843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3284847.750000 Penalty: 11775.926758
	Iteration 128Q: 3 clusters Score -3284848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3284849.000000 Penalty: 11775.926758
	Iteration 129Q: 3 clusters Score -3284849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3284852.250000 Penalty: 11775.926758
	Iteration 130Q: 3 clusters Score -3284852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3284844.750000 Penalty: 11775.926758
	Iteration 131Q: 3 clusters Score -3284845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3284844.750000 Penalty: 11775.926758
	Iteration 132F: 3 clusters Score -3284845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (92090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Entering Unmasked Estep 
Score: -21219934.000000 Penalty: 7001.194824
	Iteration 0F: 2 clusters Score -2.121993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -21157458.000000 Penalty: 14002.389648
	Iteration 0F: 3 clusters Score -2.115746e+07 nChanged 42015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -21180456.000000 Penalty: 14002.389648
	Iteration 1F: 3 clusters Score -2.118046e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -21181346.000000 Penalty: 14002.389648
	Iteration 2Q: 3 clusters Score -2.118135e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -21182022.000000 Penalty: 14002.389648
	Iteration 3Q: 3 clusters Score -2.118202e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -21182616.000000 Penalty: 14002.389648
	Iteration 4Q: 3 clusters Score -2.118262e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -21183304.000000 Penalty: 14002.389648
	Iteration 5Q: 3 clusters Score -2.11833e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -21183974.000000 Penalty: 14002.389648
	Iteration 6Q: 3 clusters Score -2.118397e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -21184792.000000 Penalty: 14002.389648
	Iteration 7Q: 3 clusters Score -2.118479e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -21186318.000000 Penalty: 14002.389648
	Iteration 8Q: 3 clusters Score -2.118632e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -21188260.000000 Penalty: 14002.389648
	Iteration 9Q: 3 clusters Score -2.118826e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -21191706.000000 Penalty: 14002.389648
	Iteration 10F: 3 clusters Score -2.119171e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -21196576.000000 Penalty: 14002.389648
	Iteration 11F: 3 clusters Score -2.119658e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -21202562.000000 Penalty: 14002.389648
	Iteration 12F: 3 clusters Score -2.120256e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 85671 members 
Entering Unmasked Estep 
Score: -21207750.000000 Penalty: 14002.389648
	Iteration 13F: 3 clusters Score -2.120775e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -21211038.000000 Penalty: 14002.389648
	Iteration 14Q: 3 clusters Score -2.121104e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -21212566.000000 Penalty: 14002.389648
	Iteration 15Q: 3 clusters Score -2.121257e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -21213114.000000 Penalty: 14002.389648
	Iteration 16Q: 3 clusters Score -2.121311e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -21213382.000000 Penalty: 14002.389648
	Iteration 17Q: 3 clusters Score -2.121338e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 91447 members 
Entering Unmasked Estep 
Score: -21213530.000000 Penalty: 14002.389648
	Iteration 18Q: 3 clusters Score -2.121353e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -21213610.000000 Penalty: 14002.389648
	Iteration 19Q: 3 clusters Score -2.121361e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -21213636.000000 Penalty: 14002.389648
	Iteration 20F: 3 clusters Score -2.121364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -21213632.000000 Penalty: 14002.389648
	Iteration 21Q: 3 clusters Score -2.121363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -21213684.000000 Penalty: 14002.389648
	Iteration 22Q: 3 clusters Score -2.121368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -21213702.000000 Penalty: 14002.389648
	Iteration 23Q: 3 clusters Score -2.12137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 91536 members 
Entering Unmasked Estep 
Score: -21213696.000000 Penalty: 14002.389648
	Iteration 24Q: 3 clusters Score -2.12137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -21213690.000000 Penalty: 14002.389648
	Iteration 25Q: 3 clusters Score -2.121369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -21213698.000000 Penalty: 14002.389648
	Iteration 26Q: 3 clusters Score -2.12137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -21213702.000000 Penalty: 14002.389648
	Iteration 27Q: 3 clusters Score -2.12137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -21213688.000000 Penalty: 14002.389648
	Iteration 28Q: 3 clusters Score -2.121369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -21213698.000000 Penalty: 14002.389648
	Iteration 29Q: 3 clusters Score -2.12137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -21213698.000000 Penalty: 14002.389648
	Iteration 30F: 3 clusters Score -2.12137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (36550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Entering Unmasked Estep 
Score: -8318357.500000 Penalty: 6435.192383
	Iteration 0F: 2 clusters Score -8318358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -8291326.500000 Penalty: 12870.384766
	Iteration 0F: 3 clusters Score -8291326 nChanged 15567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -8299679.000000 Penalty: 12870.384766
	Iteration 1F: 3 clusters Score -8299679 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -8300423.500000 Penalty: 12870.384766
	Iteration 2F: 3 clusters Score -8300424 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -8300972.000000 Penalty: 12870.384766
	Iteration 3Q: 3 clusters Score -8300972 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -8301398.000000 Penalty: 12870.384766
	Iteration 4Q: 3 clusters Score -8301398 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -8301778.000000 Penalty: 12870.384766
	Iteration 5Q: 3 clusters Score -8301778 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -8302163.500000 Penalty: 12870.384766
	Iteration 6Q: 3 clusters Score -8302164 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -8302616.500000 Penalty: 12870.384766
	Iteration 7Q: 3 clusters Score -8302616 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -8303144.500000 Penalty: 12870.384766
	Iteration 8Q: 3 clusters Score -8303144 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -8303863.500000 Penalty: 12870.384766
	Iteration 9Q: 3 clusters Score -8303864 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -8304785.000000 Penalty: 12870.384766
	Iteration 10Q: 3 clusters Score -8304785 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -8305951.500000 Penalty: 12870.384766
	Iteration 11F: 3 clusters Score -8305952 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -8307455.000000 Penalty: 12870.384766
	Iteration 12F: 3 clusters Score -8307455 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -8309018.000000 Penalty: 12870.384766
	Iteration 13F: 3 clusters Score -8309018 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -8310395.000000 Penalty: 12870.384766
	Iteration 14Q: 3 clusters Score -8310395 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -8311265.500000 Penalty: 12870.384766
	Iteration 15Q: 3 clusters Score -8311266 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -8311788.500000 Penalty: 12870.384766
	Iteration 16Q: 3 clusters Score -8311788 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -8312081.500000 Penalty: 12870.384766
	Iteration 17Q: 3 clusters Score -8312082 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -8312310.000000 Penalty: 12870.384766
	Iteration 18Q: 3 clusters Score -8312310 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -8312448.000000 Penalty: 12870.384766
	Iteration 19Q: 3 clusters Score -8312448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -8312494.500000 Penalty: 12870.384766
	Iteration 20F: 3 clusters Score -8312494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -8312534.500000 Penalty: 12870.384766
	Iteration 21Q: 3 clusters Score -8312534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -8312555.000000 Penalty: 12870.384766
	Iteration 22Q: 3 clusters Score -8312555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -8312585.500000 Penalty: 12870.384766
	Iteration 23Q: 3 clusters Score -8312586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -8312592.500000 Penalty: 12870.384766
	Iteration 24Q: 3 clusters Score -8312592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -8312606.500000 Penalty: 12870.384766
	Iteration 25Q: 3 clusters Score -8312606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -8312618.000000 Penalty: 12870.384766
	Iteration 26Q: 3 clusters Score -8312618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -8312624.500000 Penalty: 12870.384766
	Iteration 27Q: 3 clusters Score -8312624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -8312624.500000 Penalty: 12870.384766
	Iteration 28Q: 3 clusters Score -8312624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -8312645.000000 Penalty: 12870.384766
	Iteration 29Q: 3 clusters Score -8312645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -8312656.500000 Penalty: 12870.384766
	Iteration 30Q: 3 clusters Score -8312656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -8312662.500000 Penalty: 12870.384766
	Iteration 31Q: 3 clusters Score -8312662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -8312665.500000 Penalty: 12870.384766
	Iteration 32Q: 3 clusters Score -8312666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8312679.500000 Penalty: 12870.384766
	Iteration 33Q: 3 clusters Score -8312680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8312682.500000 Penalty: 12870.384766
	Iteration 34Q: 3 clusters Score -8312682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8312682.500000 Penalty: 12870.384766
	Iteration 35F: 3 clusters Score -8312682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Entering Unmasked Estep 
Score: -3334997.250000 Penalty: 5869.760742
	Iteration 0F: 2 clusters Score -3334997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3321829.250000 Penalty: 11739.521484
	Iteration 0F: 3 clusters Score -3321829 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3324850.750000 Penalty: 11739.521484
	Iteration 1F: 3 clusters Score -3324851 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3325389.500000 Penalty: 11739.521484
	Iteration 2F: 3 clusters Score -3325390 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3325688.750000 Penalty: 11739.521484
	Iteration 3Q: 3 clusters Score -3325689 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3325898.000000 Penalty: 11739.521484
	Iteration 4Q: 3 clusters Score -3325898 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3326039.000000 Penalty: 11739.521484
	Iteration 5Q: 3 clusters Score -3326039 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3326165.000000 Penalty: 11739.521484
	Iteration 6Q: 3 clusters Score -3326165 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3326299.250000 Penalty: 11739.521484
	Iteration 7Q: 3 clusters Score -3326299 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3326388.250000 Penalty: 11739.521484
	Iteration 8Q: 3 clusters Score -3326388 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3326487.750000 Penalty: 11739.521484
	Iteration 9Q: 3 clusters Score -3326488 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3326567.250000 Penalty: 11739.521484
	Iteration 10Q: 3 clusters Score -3326567 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3326631.750000 Penalty: 11739.521484
	Iteration 11Q: 3 clusters Score -3326632 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3326713.500000 Penalty: 11739.521484
	Iteration 12Q: 3 clusters Score -3326714 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3326766.500000 Penalty: 11739.521484
	Iteration 13Q: 3 clusters Score -3326766 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3326819.750000 Penalty: 11739.521484
	Iteration 14Q: 3 clusters Score -3326820 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -3326888.000000 Penalty: 11739.521484
	Iteration 15Q: 3 clusters Score -3326888 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3326950.000000 Penalty: 11739.521484
	Iteration 16Q: 3 clusters Score -3326950 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3327025.000000 Penalty: 11739.521484
	Iteration 17Q: 3 clusters Score -3327025 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3327121.250000 Penalty: 11739.521484
	Iteration 18Q: 3 clusters Score -3327121 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3327213.500000 Penalty: 11739.521484
	Iteration 19Q: 3 clusters Score -3327214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3327312.250000 Penalty: 11739.521484
	Iteration 20F: 3 clusters Score -3327312 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3327424.000000 Penalty: 11739.521484
	Iteration 21Q: 3 clusters Score -3327424 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3327534.250000 Penalty: 11739.521484
	Iteration 22Q: 3 clusters Score -3327534 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3327664.250000 Penalty: 11739.521484
	Iteration 23Q: 3 clusters Score -3327664 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3327796.500000 Penalty: 11739.521484
	Iteration 24Q: 3 clusters Score -3327796 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3327938.000000 Penalty: 11739.521484
	Iteration 25Q: 3 clusters Score -3327938 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3328057.500000 Penalty: 11739.521484
	Iteration 26Q: 3 clusters Score -3328058 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3328224.500000 Penalty: 11739.521484
	Iteration 27Q: 3 clusters Score -3328224 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3328353.000000 Penalty: 11739.521484
	Iteration 28Q: 3 clusters Score -3328353 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3328508.000000 Penalty: 11739.521484
	Iteration 29Q: 3 clusters Score -3328508 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3328640.000000 Penalty: 11739.521484
	Iteration 30Q: 3 clusters Score -3328640 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3328795.750000 Penalty: 11739.521484
	Iteration 31Q: 3 clusters Score -3328796 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3328920.500000 Penalty: 11739.521484
	Iteration 32Q: 3 clusters Score -3328920 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3329039.750000 Penalty: 11739.521484
	Iteration 33Q: 3 clusters Score -3329040 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3329150.250000 Penalty: 11739.521484
	Iteration 34Q: 3 clusters Score -3329150 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3329233.250000 Penalty: 11739.521484
	Iteration 35Q: 3 clusters Score -3329233 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3329312.500000 Penalty: 11739.521484
	Iteration 36Q: 3 clusters Score -3329312 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3329383.750000 Penalty: 11739.521484
	Iteration 37Q: 3 clusters Score -3329384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3329457.750000 Penalty: 11739.521484
	Iteration 38Q: 3 clusters Score -3329458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3329522.000000 Penalty: 11739.521484
	Iteration 39Q: 3 clusters Score -3329522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3329563.500000 Penalty: 11739.521484
	Iteration 40F: 3 clusters Score -3329564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3329603.750000 Penalty: 11739.521484
	Iteration 41Q: 3 clusters Score -3329604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3329621.000000 Penalty: 11739.521484
	Iteration 42Q: 3 clusters Score -3329621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3329646.500000 Penalty: 11739.521484
	Iteration 43Q: 3 clusters Score -3329646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3329672.000000 Penalty: 11739.521484
	Iteration 44Q: 3 clusters Score -3329672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3329697.000000 Penalty: 11739.521484
	Iteration 45Q: 3 clusters Score -3329697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3329707.750000 Penalty: 11739.521484
	Iteration 46Q: 3 clusters Score -3329708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3329734.000000 Penalty: 11739.521484
	Iteration 47Q: 3 clusters Score -3329734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3329742.250000 Penalty: 11739.521484
	Iteration 48Q: 3 clusters Score -3329742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3329750.500000 Penalty: 11739.521484
	Iteration 49Q: 3 clusters Score -3329750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3329756.250000 Penalty: 11739.521484
	Iteration 50Q: 3 clusters Score -3329756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3329779.250000 Penalty: 11739.521484
	Iteration 51Q: 3 clusters Score -3329779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3329784.250000 Penalty: 11739.521484
	Iteration 52Q: 3 clusters Score -3329784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3329798.250000 Penalty: 11739.521484
	Iteration 53Q: 3 clusters Score -3329798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3329802.000000 Penalty: 11739.521484
	Iteration 54Q: 3 clusters Score -3329802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3329802.750000 Penalty: 11739.521484
	Iteration 55Q: 3 clusters Score -3329803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3329800.500000 Penalty: 11739.521484
	Iteration 56Q: 3 clusters Score -3329800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3329800.500000 Penalty: 11739.521484
	Iteration 57Q: 3 clusters Score -3329800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3329806.250000 Penalty: 11739.521484
	Iteration 58Q: 3 clusters Score -3329806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3329804.500000 Penalty: 11739.521484
	Iteration 59Q: 3 clusters Score -3329804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3329811.500000 Penalty: 11739.521484
	Iteration 60F: 3 clusters Score -3329812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3329812.250000 Penalty: 11739.521484
	Iteration 61Q: 3 clusters Score -3329812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3329815.250000 Penalty: 11739.521484
	Iteration 62Q: 3 clusters Score -3329815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3329815.250000 Penalty: 11739.521484
	Iteration 63F: 3 clusters Score -3329815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (35434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Entering Unmasked Estep 
Score: -8122162.000000 Penalty: 6416.198730
	Iteration 0F: 2 clusters Score -8122162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -8095728.000000 Penalty: 12832.397461
	Iteration 0F: 3 clusters Score -8095728 nChanged 15234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -8103710.500000 Penalty: 12832.397461
	Iteration 1F: 3 clusters Score -8103710 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -8104506.000000 Penalty: 12832.397461
	Iteration 2F: 3 clusters Score -8104506 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -8105040.500000 Penalty: 12832.397461
	Iteration 3Q: 3 clusters Score -8105040 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -8105439.500000 Penalty: 12832.397461
	Iteration 4Q: 3 clusters Score -8105440 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -8105813.500000 Penalty: 12832.397461
	Iteration 5Q: 3 clusters Score -8105814 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -8106252.000000 Penalty: 12832.397461
	Iteration 6Q: 3 clusters Score -8106252 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -8106709.500000 Penalty: 12832.397461
	Iteration 7Q: 3 clusters Score -8106710 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -8107272.500000 Penalty: 12832.397461
	Iteration 8Q: 3 clusters Score -8107272 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -8108066.000000 Penalty: 12832.397461
	Iteration 9Q: 3 clusters Score -8108066 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -8109077.500000 Penalty: 12832.397461
	Iteration 10Q: 3 clusters Score -8109078 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -8110352.000000 Penalty: 12832.397461
	Iteration 11F: 3 clusters Score -8110352 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -8111835.500000 Penalty: 12832.397461
	Iteration 12F: 3 clusters Score -8111836 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8113310.500000 Penalty: 12832.397461
	Iteration 13Q: 3 clusters Score -8113310 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8114405.500000 Penalty: 12832.397461
	Iteration 14Q: 3 clusters Score -8114406 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8115196.500000 Penalty: 12832.397461
	Iteration 15Q: 3 clusters Score -8115196 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8115731.000000 Penalty: 12832.397461
	Iteration 16Q: 3 clusters Score -8115731 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8116057.500000 Penalty: 12832.397461
	Iteration 17Q: 3 clusters Score -8116058 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8116227.000000 Penalty: 12832.397461
	Iteration 18Q: 3 clusters Score -8116227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8116313.500000 Penalty: 12832.397461
	Iteration 19Q: 3 clusters Score -8116314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8116378.000000 Penalty: 12832.397461
	Iteration 20F: 3 clusters Score -8116378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8116413.500000 Penalty: 12832.397461
	Iteration 21Q: 3 clusters Score -8116414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8116445.000000 Penalty: 12832.397461
	Iteration 22Q: 3 clusters Score -8116445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8116467.000000 Penalty: 12832.397461
	Iteration 23Q: 3 clusters Score -8116467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8116493.500000 Penalty: 12832.397461
	Iteration 24Q: 3 clusters Score -8116494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8116512.500000 Penalty: 12832.397461
	Iteration 25Q: 3 clusters Score -8116512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8116511.000000 Penalty: 12832.397461
	Iteration 26Q: 3 clusters Score -8116511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8116520.500000 Penalty: 12832.397461
	Iteration 27Q: 3 clusters Score -8116520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8116515.000000 Penalty: 12832.397461
	Iteration 28Q: 3 clusters Score -8116515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8116527.500000 Penalty: 12832.397461
	Iteration 29Q: 3 clusters Score -8116528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8116539.000000 Penalty: 12832.397461
	Iteration 30Q: 3 clusters Score -8116539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8116547.000000 Penalty: 12832.397461
	Iteration 31Q: 3 clusters Score -8116547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8116552.000000 Penalty: 12832.397461
	Iteration 32Q: 3 clusters Score -8116552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8116555.500000 Penalty: 12832.397461
	Iteration 33Q: 3 clusters Score -8116556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8116559.500000 Penalty: 12832.397461
	Iteration 34Q: 3 clusters Score -8116560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8116564.000000 Penalty: 12832.397461
	Iteration 35Q: 3 clusters Score -8116564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8116564.000000 Penalty: 12832.397461
	Iteration 36F: 3 clusters Score -8116564 nChanged 0
--- Evaluating fit on full set of 3652333 points ---
Entering Unmasked Estep 
Score: -820429312.000000 Penalty: 277662.375000
23->31 Clusters: Score -820429312.000000, best is -821685312.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1217444 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 53134 members 
Mstep: Class 3 contains 52864 members 
Mstep: Class 4 contains 52937 members 
Mstep: Class 5 contains 52698 members 
Mstep: Class 6 contains 53269 members 
Mstep: Class 7 contains 52920 members 
Mstep: Class 8 contains 52543 members 
Mstep: Class 9 contains 52727 members 
Mstep: Class 10 contains 53226 members 
Mstep: Class 11 contains 53010 members 
Mstep: Class 12 contains 52716 members 
Mstep: Class 13 contains 52921 members 
Mstep: Class 14 contains 52861 members 
Mstep: Class 15 contains 53142 members 
Mstep: Class 16 contains 52797 members 
Mstep: Class 17 contains 52913 members 
Mstep: Class 18 contains 53077 members 
Mstep: Class 19 contains 53180 members 
Mstep: Class 20 contains 53193 members 
Mstep: Class 21 contains 52734 members 
Mstep: Class 22 contains 52630 members 
Mstep: Class 23 contains 53064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2036.095093 but Gain 8582.500000
Score: -265837616.000000 Penalty: 188815.265625
Iteration 0F: 23 clusters Score -2.658376e+08 nChanged 1154371
Entering Unmasked Mstep 
Mstep: Class 0 contains 939 members 
Mstep: Class 2 contains 109508 members 
Mstep: Class 3 contains 33416 members 
Mstep: Class 4 contains 47847 members 
Mstep: Class 5 contains 38871 members 
Mstep: Class 6 contains 27346 members 
Mstep: Class 7 contains 58826 members 
Mstep: Class 8 contains 55963 members 
Mstep: Class 9 contains 96599 members 
Mstep: Class 10 contains 59029 members 
Mstep: Class 11 contains 76473 members 
Mstep: Class 12 contains 74772 members 
Mstep: Class 13 contains 36768 members 
Mstep: Class 14 contains 81592 members 
Mstep: Class 15 contains 55605 members 
Mstep: Class 16 contains 59426 members 
Mstep: Class 17 contains 39956 members 
Mstep: Class 18 contains 47841 members 
Mstep: Class 19 contains 35257 members 
Mstep: Class 20 contains 55978 members 
Mstep: Class 21 contains 33997 members 
Mstep: Class 22 contains 50322 members 
Mstep: Class 23 contains 41113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -268891584.000000 Penalty: 188815.265625
Iteration 1F: 23 clusters Score -2.688916e+08 nChanged 503229
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 154067 members 
Mstep: Class 3 contains 15129 members 
Mstep: Class 4 contains 33970 members 
Mstep: Class 5 contains 39020 members 
Mstep: Class 6 contains 21984 members 
Mstep: Class 7 contains 41425 members 
Mstep: Class 8 contains 49467 members 
Mstep: Class 9 contains 102366 members 
Mstep: Class 10 contains 60494 members 
Mstep: Class 11 contains 94149 members 
Mstep: Class 12 contains 84454 members 
Mstep: Class 13 contains 27776 members 
Mstep: Class 14 contains 120304 members 
Mstep: Class 15 contains 40679 members 
Mstep: Class 16 contains 69058 members 
Mstep: Class 17 contains 30550 members 
Mstep: Class 18 contains 34047 members 
Mstep: Class 19 contains 26044 members 
Mstep: Class 20 contains 57495 members 
Mstep: Class 21 contains 15354 members 
Mstep: Class 22 contains 48282 members 
Mstep: Class 23 contains 51272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -270107040.000000 Penalty: 188815.265625
Iteration 2F: 23 clusters Score -2.70107e+08 nChanged 422189
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 160371 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 28112 members 
Mstep: Class 5 contains 39928 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 31387 members 
Mstep: Class 8 contains 29737 members 
Mstep: Class 9 contains 98639 members 
Mstep: Class 10 contains 63975 members 
Mstep: Class 11 contains 91040 members 
Mstep: Class 12 contains 83575 members 
Mstep: Class 13 contains 35703 members 
Mstep: Class 14 contains 144363 members 
Mstep: Class 15 contains 36047 members 
Mstep: Class 16 contains 74234 members 
Mstep: Class 17 contains 26689 members 
Mstep: Class 18 contains 28125 members 
Mstep: Class 19 contains 17119 members 
Mstep: Class 20 contains 58686 members 
Mstep: Class 21 contains 4700 members 
Mstep: Class 22 contains 45411 members 
Mstep: Class 23 contains 96415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -270857216.000000 Penalty: 188815.265625
Iteration 3F: 23 clusters Score -2.708572e+08 nChanged 332458
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 128757 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 4 contains 22780 members 
Mstep: Class 5 contains 37825 members 
Mstep: Class 6 contains 17018 members 
Mstep: Class 7 contains 28112 members 
Mstep: Class 8 contains 13431 members 
Mstep: Class 9 contains 91151 members 
Mstep: Class 10 contains 76283 members 
Mstep: Class 11 contains 81900 members 
Mstep: Class 12 contains 78464 members 
Mstep: Class 13 contains 47387 members 
Mstep: Class 14 contains 149931 members 
Mstep: Class 15 contains 30234 members 
Mstep: Class 16 contains 84816 members 
Mstep: Class 17 contains 30495 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 14903 members 
Mstep: Class 20 contains 62860 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 46133 members 
Mstep: Class 23 contains 142927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 5867.851074 but Gain 8582.515625
Score: -271318432.000000 Penalty: 180232.750000
Iteration 4F: 22 clusters Score -2.713184e+08 nChanged 247652
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 104950 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 18586 members 
Mstep: Class 5 contains 39348 members 
Mstep: Class 6 contains 15076 members 
Mstep: Class 7 contains 27286 members 
Mstep: Class 9 contains 82569 members 
Mstep: Class 10 contains 91414 members 
Mstep: Class 11 contains 74014 members 
Mstep: Class 12 contains 72949 members 
Mstep: Class 13 contains 55864 members 
Mstep: Class 14 contains 138181 members 
Mstep: Class 15 contains 23596 members 
Mstep: Class 16 contains 97291 members 
Mstep: Class 17 contains 36157 members 
Mstep: Class 18 contains 26112 members 
Mstep: Class 19 contains 14052 members 
Mstep: Class 20 contains 66673 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 53527 members 
Mstep: Class 23 contains 176834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271586848.000000 Penalty: 180232.750000
Iteration 5F: 22 clusters Score -2.715868e+08 nChanged 173832
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 91261 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 14832 members 
Mstep: Class 5 contains 42781 members 
Mstep: Class 6 contains 12323 members 
Mstep: Class 7 contains 26717 members 
Mstep: Class 9 contains 75444 members 
Mstep: Class 10 contains 102131 members 
Mstep: Class 11 contains 66832 members 
Mstep: Class 12 contains 68715 members 
Mstep: Class 13 contains 58085 members 
Mstep: Class 14 contains 123710 members 
Mstep: Class 15 contains 19731 members 
Mstep: Class 16 contains 105856 members 
Mstep: Class 17 contains 42138 members 
Mstep: Class 18 contains 21250 members 
Mstep: Class 19 contains 14611 members 
Mstep: Class 20 contains 67012 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 65193 members 
Mstep: Class 23 contains 196106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271739584.000000 Penalty: 180232.750000
Iteration 6F: 22 clusters Score -2.717396e+08 nChanged 129789
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 83716 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 46822 members 
Mstep: Class 6 contains 9911 members 
Mstep: Class 7 contains 26354 members 
Mstep: Class 9 contains 71830 members 
Mstep: Class 10 contains 108927 members 
Mstep: Class 11 contains 63107 members 
Mstep: Class 12 contains 67907 members 
Mstep: Class 13 contains 58019 members 
Mstep: Class 14 contains 111594 members 
Mstep: Class 15 contains 18426 members 
Mstep: Class 16 contains 109481 members 
Mstep: Class 17 contains 49057 members 
Mstep: Class 18 contains 16768 members 
Mstep: Class 19 contains 16630 members 
Mstep: Class 20 contains 65108 members 
Mstep: Class 21 contains 917 members 
Mstep: Class 22 contains 74822 members 
Mstep: Class 23 contains 204320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271853728.000000 Penalty: 180232.750000
Iteration 7F: 22 clusters Score -2.718537e+08 nChanged 102113
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 79398 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 9925 members 
Mstep: Class 5 contains 50572 members 
Mstep: Class 6 contains 8631 members 
Mstep: Class 7 contains 26301 members 
Mstep: Class 9 contains 69734 members 
Mstep: Class 10 contains 113849 members 
Mstep: Class 11 contains 61717 members 
Mstep: Class 12 contains 69005 members 
Mstep: Class 13 contains 57600 members 
Mstep: Class 14 contains 101943 members 
Mstep: Class 15 contains 18058 members 
Mstep: Class 16 contains 109390 members 
Mstep: Class 17 contains 55682 members 
Mstep: Class 18 contains 13957 members 
Mstep: Class 19 contains 19372 members 
Mstep: Class 20 contains 62109 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 81156 members 
Mstep: Class 23 contains 206372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271945056.000000 Penalty: 180232.750000
Iteration 8F: 22 clusters Score -2.719451e+08 nChanged 83512
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76954 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 8432 members 
Mstep: Class 5 contains 53207 members 
Mstep: Class 6 contains 8718 members 
Mstep: Class 7 contains 26578 members 
Mstep: Class 9 contains 68231 members 
Mstep: Class 10 contains 118204 members 
Mstep: Class 11 contains 61331 members 
Mstep: Class 12 contains 70780 members 
Mstep: Class 13 contains 57097 members 
Mstep: Class 14 contains 94367 members 
Mstep: Class 15 contains 17727 members 
Mstep: Class 16 contains 106950 members 
Mstep: Class 17 contains 60924 members 
Mstep: Class 18 contains 12568 members 
Mstep: Class 19 contains 22065 members 
Mstep: Class 20 contains 59237 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 85718 members 
Mstep: Class 23 contains 205675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272030400.000000 Penalty: 180232.750000
Iteration 9F: 22 clusters Score -2.720304e+08 nChanged 69604
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 75702 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 7368 members 
Mstep: Class 5 contains 54794 members 
Mstep: Class 6 contains 9983 members 
Mstep: Class 7 contains 26984 members 
Mstep: Class 9 contains 66373 members 
Mstep: Class 10 contains 120616 members 
Mstep: Class 11 contains 61494 members 
Mstep: Class 12 contains 73032 members 
Mstep: Class 13 contains 56527 members 
Mstep: Class 14 contains 91715 members 
Mstep: Class 15 contains 17271 members 
Mstep: Class 16 contains 102314 members 
Mstep: Class 17 contains 64732 members 
Mstep: Class 18 contains 11968 members 
Mstep: Class 19 contains 24150 members 
Mstep: Class 20 contains 57033 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 89327 members 
Mstep: Class 23 contains 203354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272097088.000000 Penalty: 180232.750000
Iteration 10F: 22 clusters Score -2.720971e+08 nChanged 59378
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 75100 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 6488 members 
Mstep: Class 5 contains 55935 members 
Mstep: Class 6 contains 11584 members 
Mstep: Class 7 contains 27420 members 
Mstep: Class 9 contains 64306 members 
Mstep: Class 10 contains 120564 members 
Mstep: Class 11 contains 62062 members 
Mstep: Class 12 contains 75223 members 
Mstep: Class 13 contains 55926 members 
Mstep: Class 14 contains 94571 members 
Mstep: Class 15 contains 16879 members 
Mstep: Class 16 contains 95676 members 
Mstep: Class 17 contains 67225 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 25616 members 
Mstep: Class 20 contains 55458 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 92303 members 
Mstep: Class 23 contains 200659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272141728.000000 Penalty: 180232.750000
Iteration 11Q: 22 clusters Score -2.721417e+08 nChanged 49983
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 74933 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 5876 members 
Mstep: Class 5 contains 56581 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 27672 members 
Mstep: Class 9 contains 62285 members 
Mstep: Class 10 contains 119630 members 
Mstep: Class 11 contains 63202 members 
Mstep: Class 12 contains 77329 members 
Mstep: Class 13 contains 55181 members 
Mstep: Class 14 contains 98655 members 
Mstep: Class 15 contains 16715 members 
Mstep: Class 16 contains 89465 members 
Mstep: Class 17 contains 68957 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 26483 members 
Mstep: Class 20 contains 54511 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 94764 members 
Mstep: Class 23 contains 197538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272170976.000000 Penalty: 180232.750000
Iteration 12Q: 22 clusters Score -2.72171e+08 nChanged 42654
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 74673 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 5409 members 
Mstep: Class 5 contains 56884 members 
Mstep: Class 6 contains 15007 members 
Mstep: Class 7 contains 27847 members 
Mstep: Class 9 contains 60324 members 
Mstep: Class 10 contains 118810 members 
Mstep: Class 11 contains 64947 members 
Mstep: Class 12 contains 79394 members 
Mstep: Class 13 contains 54296 members 
Mstep: Class 14 contains 102705 members 
Mstep: Class 15 contains 16822 members 
Mstep: Class 16 contains 84048 members 
Mstep: Class 17 contains 70409 members 
Mstep: Class 18 contains 11442 members 
Mstep: Class 19 contains 26906 members 
Mstep: Class 20 contains 53771 members 
Mstep: Class 21 contains 1141 members 
Mstep: Class 22 contains 96997 members 
Mstep: Class 23 contains 193983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272194400.000000 Penalty: 180232.750000
Iteration 13Q: 22 clusters Score -2.721944e+08 nChanged 38201
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 74442 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57046 members 
Mstep: Class 6 contains 16499 members 
Mstep: Class 7 contains 28014 members 
Mstep: Class 9 contains 58346 members 
Mstep: Class 10 contains 118228 members 
Mstep: Class 11 contains 67153 members 
Mstep: Class 12 contains 81369 members 
Mstep: Class 13 contains 53333 members 
Mstep: Class 14 contains 106642 members 
Mstep: Class 15 contains 17192 members 
Mstep: Class 16 contains 79255 members 
Mstep: Class 17 contains 71964 members 
Mstep: Class 18 contains 11263 members 
Mstep: Class 19 contains 27005 members 
Mstep: Class 20 contains 52947 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 98922 members 
Mstep: Class 23 contains 189916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272217888.000000 Penalty: 180232.750000
Iteration 14Q: 22 clusters Score -2.722179e+08 nChanged 36787
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 74297 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 57131 members 
Mstep: Class 6 contains 18212 members 
Mstep: Class 7 contains 28003 members 
Mstep: Class 9 contains 56608 members 
Mstep: Class 10 contains 117757 members 
Mstep: Class 11 contains 69962 members 
Mstep: Class 12 contains 83250 members 
Mstep: Class 13 contains 52207 members 
Mstep: Class 14 contains 110599 members 
Mstep: Class 15 contains 17583 members 
Mstep: Class 16 contains 74669 members 
Mstep: Class 17 contains 73694 members 
Mstep: Class 18 contains 11071 members 
Mstep: Class 19 contains 26860 members 
Mstep: Class 20 contains 52130 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 100699 members 
Mstep: Class 23 contains 185055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272238400.000000 Penalty: 180232.750000
Iteration 15Q: 22 clusters Score -2.722384e+08 nChanged 34839
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 74291 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 4 contains 4705 members 
Mstep: Class 5 contains 57247 members 
Mstep: Class 6 contains 20041 members 
Mstep: Class 7 contains 27838 members 
Mstep: Class 9 contains 54953 members 
Mstep: Class 10 contains 117430 members 
Mstep: Class 11 contains 73312 members 
Mstep: Class 12 contains 85105 members 
Mstep: Class 13 contains 51078 members 
Mstep: Class 14 contains 114444 members 
Mstep: Class 15 contains 17700 members 
Mstep: Class 16 contains 70266 members 
Mstep: Class 17 contains 75112 members 
Mstep: Class 18 contains 10877 members 
Mstep: Class 19 contains 26616 members 
Mstep: Class 20 contains 51317 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 22 contains 102301 members 
Mstep: Class 23 contains 179989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272256768.000000 Penalty: 180232.750000
Iteration 16Q: 22 clusters Score -2.722568e+08 nChanged 32847
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 74580 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 4594 members 
Mstep: Class 5 contains 57466 members 
Mstep: Class 6 contains 21579 members 
Mstep: Class 7 contains 27470 members 
Mstep: Class 9 contains 53321 members 
Mstep: Class 10 contains 117191 members 
Mstep: Class 11 contains 77215 members 
Mstep: Class 12 contains 86852 members 
Mstep: Class 13 contains 49942 members 
Mstep: Class 14 contains 118195 members 
Mstep: Class 15 contains 17692 members 
Mstep: Class 16 contains 66011 members 
Mstep: Class 17 contains 76551 members 
Mstep: Class 18 contains 10606 members 
Mstep: Class 19 contains 26205 members 
Mstep: Class 20 contains 50508 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 103740 members 
Mstep: Class 23 contains 174889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272270656.000000 Penalty: 180232.750000
Iteration 17Q: 22 clusters Score -2.722707e+08 nChanged 31006
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 75175 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 4564 members 
Mstep: Class 5 contains 57726 members 
Mstep: Class 6 contains 22701 members 
Mstep: Class 7 contains 26961 members 
Mstep: Class 9 contains 51910 members 
Mstep: Class 10 contains 117038 members 
Mstep: Class 11 contains 81614 members 
Mstep: Class 12 contains 88396 members 
Mstep: Class 13 contains 48755 members 
Mstep: Class 14 contains 121609 members 
Mstep: Class 15 contains 17642 members 
Mstep: Class 16 contains 62079 members 
Mstep: Class 17 contains 77935 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 25680 members 
Mstep: Class 20 contains 49633 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 104989 members 
Mstep: Class 23 contains 169855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272286368.000000 Penalty: 180232.750000
Iteration 18Q: 22 clusters Score -2.722864e+08 nChanged 29333
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 76003 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 4586 members 
Mstep: Class 5 contains 58059 members 
Mstep: Class 6 contains 23349 members 
Mstep: Class 7 contains 26312 members 
Mstep: Class 9 contains 50774 members 
Mstep: Class 10 contains 116806 members 
Mstep: Class 11 contains 86172 members 
Mstep: Class 12 contains 89692 members 
Mstep: Class 13 contains 47666 members 
Mstep: Class 14 contains 124641 members 
Mstep: Class 15 contains 17575 members 
Mstep: Class 16 contains 58409 members 
Mstep: Class 17 contains 79672 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 24986 members 
Mstep: Class 20 contains 48856 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 106193 members 
Mstep: Class 23 contains 164842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272302528.000000 Penalty: 180232.750000
Iteration 19Q: 22 clusters Score -2.723025e+08 nChanged 27775
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 77031 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 58412 members 
Mstep: Class 6 contains 23645 members 
Mstep: Class 7 contains 25517 members 
Mstep: Class 9 contains 49894 members 
Mstep: Class 10 contains 116495 members 
Mstep: Class 11 contains 90591 members 
Mstep: Class 12 contains 90704 members 
Mstep: Class 13 contains 46627 members 
Mstep: Class 14 contains 127382 members 
Mstep: Class 15 contains 17527 members 
Mstep: Class 16 contains 55160 members 
Mstep: Class 17 contains 82055 members 
Mstep: Class 18 contains 9626 members 
Mstep: Class 19 contains 24181 members 
Mstep: Class 20 contains 48149 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 107275 members 
Mstep: Class 23 contains 159671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272317408.000000 Penalty: 180232.750000
Iteration 20F: 22 clusters Score -2.723174e+08 nChanged 26693
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 78472 members 
Mstep: Class 3 contains 1738 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 58761 members 
Mstep: Class 6 contains 23596 members 
Mstep: Class 7 contains 24654 members 
Mstep: Class 9 contains 49211 members 
Mstep: Class 10 contains 116109 members 
Mstep: Class 11 contains 94528 members 
Mstep: Class 12 contains 91396 members 
Mstep: Class 13 contains 45781 members 
Mstep: Class 14 contains 129782 members 
Mstep: Class 15 contains 17610 members 
Mstep: Class 16 contains 52240 members 
Mstep: Class 17 contains 85448 members 
Mstep: Class 18 contains 9298 members 
Mstep: Class 19 contains 23218 members 
Mstep: Class 20 contains 47249 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 108202 members 
Mstep: Class 23 contains 154263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272332192.000000 Penalty: 180232.750000
Iteration 21Q: 22 clusters Score -2.723322e+08 nChanged 25694
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 80045 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 59121 members 
Mstep: Class 6 contains 23221 members 
Mstep: Class 7 contains 23791 members 
Mstep: Class 9 contains 48647 members 
Mstep: Class 10 contains 115709 members 
Mstep: Class 11 contains 97688 members 
Mstep: Class 12 contains 91897 members 
Mstep: Class 13 contains 45185 members 
Mstep: Class 14 contains 131994 members 
Mstep: Class 15 contains 17592 members 
Mstep: Class 16 contains 49534 members 
Mstep: Class 17 contains 89686 members 
Mstep: Class 18 contains 8920 members 
Mstep: Class 19 contains 22300 members 
Mstep: Class 20 contains 46341 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 109020 members 
Mstep: Class 23 contains 149004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272344288.000000 Penalty: 180232.750000
Iteration 22Q: 22 clusters Score -2.723443e+08 nChanged 23696
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 81672 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 59449 members 
Mstep: Class 6 contains 22783 members 
Mstep: Class 7 contains 22916 members 
Mstep: Class 9 contains 48272 members 
Mstep: Class 10 contains 115235 members 
Mstep: Class 11 contains 100265 members 
Mstep: Class 12 contains 92251 members 
Mstep: Class 13 contains 44682 members 
Mstep: Class 14 contains 133925 members 
Mstep: Class 15 contains 17542 members 
Mstep: Class 16 contains 47151 members 
Mstep: Class 17 contains 94478 members 
Mstep: Class 18 contains 8569 members 
Mstep: Class 19 contains 21407 members 
Mstep: Class 20 contains 45476 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 109739 members 
Mstep: Class 23 contains 143805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272354240.000000 Penalty: 180232.750000
Iteration 23Q: 22 clusters Score -2.723542e+08 nChanged 21324
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 83373 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 59761 members 
Mstep: Class 6 contains 22207 members 
Mstep: Class 7 contains 22054 members 
Mstep: Class 9 contains 47918 members 
Mstep: Class 10 contains 114800 members 
Mstep: Class 11 contains 102270 members 
Mstep: Class 12 contains 92496 members 
Mstep: Class 13 contains 44291 members 
Mstep: Class 14 contains 135659 members 
Mstep: Class 15 contains 17482 members 
Mstep: Class 16 contains 45064 members 
Mstep: Class 17 contains 99204 members 
Mstep: Class 18 contains 8273 members 
Mstep: Class 19 contains 20571 members 
Mstep: Class 20 contains 44583 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 110366 members 
Mstep: Class 23 contains 139154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272360736.000000 Penalty: 180232.750000
Iteration 24Q: 22 clusters Score -2.723607e+08 nChanged 18480
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 84976 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 4968 members 
Mstep: Class 5 contains 59984 members 
Mstep: Class 6 contains 21594 members 
Mstep: Class 7 contains 21236 members 
Mstep: Class 9 contains 47687 members 
Mstep: Class 10 contains 114403 members 
Mstep: Class 11 contains 103829 members 
Mstep: Class 12 contains 92676 members 
Mstep: Class 13 contains 43939 members 
Mstep: Class 14 contains 137136 members 
Mstep: Class 15 contains 17415 members 
Mstep: Class 16 contains 43325 members 
Mstep: Class 17 contains 103659 members 
Mstep: Class 18 contains 8001 members 
Mstep: Class 19 contains 19818 members 
Mstep: Class 20 contains 43842 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 110922 members 
Mstep: Class 23 contains 134965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272365088.000000 Penalty: 180232.750000
Iteration 25Q: 22 clusters Score -2.723651e+08 nChanged 15761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 86529 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 60162 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 20522 members 
Mstep: Class 9 contains 47445 members 
Mstep: Class 10 contains 114100 members 
Mstep: Class 11 contains 104952 members 
Mstep: Class 12 contains 92796 members 
Mstep: Class 13 contains 43654 members 
Mstep: Class 14 contains 138341 members 
Mstep: Class 15 contains 17382 members 
Mstep: Class 16 contains 41898 members 
Mstep: Class 17 contains 107582 members 
Mstep: Class 18 contains 7809 members 
Mstep: Class 19 contains 19163 members 
Mstep: Class 20 contains 43137 members 
Mstep: Class 21 contains 1160 members 
Mstep: Class 22 contains 111412 members 
Mstep: Class 23 contains 131399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272367552.000000 Penalty: 180232.750000
Iteration 26Q: 22 clusters Score -2.723676e+08 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 87851 members 
Mstep: Class 3 contains 1921 members 
Mstep: Class 4 contains 5185 members 
Mstep: Class 5 contains 60295 members 
Mstep: Class 6 contains 20371 members 
Mstep: Class 7 contains 19857 members 
Mstep: Class 9 contains 47257 members 
Mstep: Class 10 contains 113824 members 
Mstep: Class 11 contains 105830 members 
Mstep: Class 12 contains 92903 members 
Mstep: Class 13 contains 43433 members 
Mstep: Class 14 contains 139432 members 
Mstep: Class 15 contains 17358 members 
Mstep: Class 16 contains 40626 members 
Mstep: Class 17 contains 110907 members 
Mstep: Class 18 contains 7618 members 
Mstep: Class 19 contains 18670 members 
Mstep: Class 20 contains 42468 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 111876 members 
Mstep: Class 23 contains 128575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272371520.000000 Penalty: 180232.750000
Iteration 27Q: 22 clusters Score -2.723715e+08 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 89057 members 
Mstep: Class 3 contains 1937 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 60353 members 
Mstep: Class 6 contains 19780 members 
Mstep: Class 7 contains 19315 members 
Mstep: Class 9 contains 47032 members 
Mstep: Class 10 contains 113570 members 
Mstep: Class 11 contains 106520 members 
Mstep: Class 12 contains 92956 members 
Mstep: Class 13 contains 43235 members 
Mstep: Class 14 contains 140392 members 
Mstep: Class 15 contains 17348 members 
Mstep: Class 16 contains 39527 members 
Mstep: Class 17 contains 113692 members 
Mstep: Class 18 contains 7472 members 
Mstep: Class 19 contains 18311 members 
Mstep: Class 20 contains 41835 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 112350 members 
Mstep: Class 23 contains 126296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272373248.000000 Penalty: 180232.750000
Iteration 28Q: 22 clusters Score -2.723732e+08 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 90147 members 
Mstep: Class 3 contains 1952 members 
Mstep: Class 4 contains 5356 members 
Mstep: Class 5 contains 60340 members 
Mstep: Class 6 contains 19246 members 
Mstep: Class 7 contains 18850 members 
Mstep: Class 9 contains 46883 members 
Mstep: Class 10 contains 113356 members 
Mstep: Class 11 contains 107066 members 
Mstep: Class 12 contains 92988 members 
Mstep: Class 13 contains 43094 members 
Mstep: Class 14 contains 141212 members 
Mstep: Class 15 contains 17329 members 
Mstep: Class 16 contains 38601 members 
Mstep: Class 17 contains 115885 members 
Mstep: Class 18 contains 7352 members 
Mstep: Class 19 contains 18041 members 
Mstep: Class 20 contains 41295 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 112797 members 
Mstep: Class 23 contains 124467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272374752.000000 Penalty: 180232.750000
Iteration 29Q: 22 clusters Score -2.723748e+08 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 91119 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 5437 members 
Mstep: Class 5 contains 60199 members 
Mstep: Class 6 contains 18788 members 
Mstep: Class 7 contains 18461 members 
Mstep: Class 9 contains 46700 members 
Mstep: Class 10 contains 113222 members 
Mstep: Class 11 contains 107422 members 
Mstep: Class 12 contains 93026 members 
Mstep: Class 13 contains 43052 members 
Mstep: Class 14 contains 141946 members 
Mstep: Class 15 contains 17311 members 
Mstep: Class 16 contains 37793 members 
Mstep: Class 17 contains 117650 members 
Mstep: Class 18 contains 7259 members 
Mstep: Class 19 contains 17832 members 
Mstep: Class 20 contains 40842 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 113208 members 
Mstep: Class 23 contains 123030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272375200.000000 Penalty: 180232.750000
Iteration 30Q: 22 clusters Score -2.723752e+08 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 91959 members 
Mstep: Class 3 contains 1965 members 
Mstep: Class 4 contains 5487 members 
Mstep: Class 5 contains 59974 members 
Mstep: Class 6 contains 18397 members 
Mstep: Class 7 contains 18121 members 
Mstep: Class 9 contains 46516 members 
Mstep: Class 10 contains 113124 members 
Mstep: Class 11 contains 107686 members 
Mstep: Class 12 contains 93055 members 
Mstep: Class 13 contains 43103 members 
Mstep: Class 14 contains 142584 members 
Mstep: Class 15 contains 17302 members 
Mstep: Class 16 contains 37122 members 
Mstep: Class 17 contains 119069 members 
Mstep: Class 18 contains 7138 members 
Mstep: Class 19 contains 17688 members 
Mstep: Class 20 contains 40475 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 113571 members 
Mstep: Class 23 contains 121921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272375648.000000 Penalty: 180232.750000
Iteration 31Q: 22 clusters Score -2.723756e+08 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 92705 members 
Mstep: Class 3 contains 1965 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 59554 members 
Mstep: Class 6 contains 18055 members 
Mstep: Class 7 contains 17785 members 
Mstep: Class 9 contains 46359 members 
Mstep: Class 10 contains 113098 members 
Mstep: Class 11 contains 107868 members 
Mstep: Class 12 contains 93055 members 
Mstep: Class 13 contains 43198 members 
Mstep: Class 14 contains 143120 members 
Mstep: Class 15 contains 17330 members 
Mstep: Class 16 contains 36564 members 
Mstep: Class 17 contains 120107 members 
Mstep: Class 18 contains 7044 members 
Mstep: Class 19 contains 17584 members 
Mstep: Class 20 contains 40296 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 113912 members 
Mstep: Class 23 contains 121119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272377792.000000 Penalty: 180232.750000
Iteration 32Q: 22 clusters Score -2.723778e+08 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 93390 members 
Mstep: Class 3 contains 1968 members 
Mstep: Class 4 contains 5598 members 
Mstep: Class 5 contains 59290 members 
Mstep: Class 6 contains 17754 members 
Mstep: Class 7 contains 17498 members 
Mstep: Class 9 contains 46133 members 
Mstep: Class 10 contains 113109 members 
Mstep: Class 11 contains 108057 members 
Mstep: Class 12 contains 93064 members 
Mstep: Class 13 contains 43318 members 
Mstep: Class 14 contains 143538 members 
Mstep: Class 15 contains 17340 members 
Mstep: Class 16 contains 36096 members 
Mstep: Class 17 contains 120875 members 
Mstep: Class 18 contains 7004 members 
Mstep: Class 19 contains 17504 members 
Mstep: Class 20 contains 39966 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 114275 members 
Mstep: Class 23 contains 120480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272379328.000000 Penalty: 180232.750000
Iteration 33Q: 22 clusters Score -2.723793e+08 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 93948 members 
Mstep: Class 3 contains 1973 members 
Mstep: Class 4 contains 5616 members 
Mstep: Class 5 contains 59288 members 
Mstep: Class 6 contains 17479 members 
Mstep: Class 7 contains 17225 members 
Mstep: Class 9 contains 45897 members 
Mstep: Class 10 contains 113146 members 
Mstep: Class 11 contains 108187 members 
Mstep: Class 12 contains 93124 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 143874 members 
Mstep: Class 15 contains 17364 members 
Mstep: Class 16 contains 35680 members 
Mstep: Class 17 contains 121499 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 17451 members 
Mstep: Class 20 contains 39382 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 114654 members 
Mstep: Class 23 contains 120046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272380288.000000 Penalty: 180232.750000
Iteration 34Q: 22 clusters Score -2.723803e+08 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 94420 members 
Mstep: Class 3 contains 1973 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 59432 members 
Mstep: Class 6 contains 17247 members 
Mstep: Class 7 contains 16956 members 
Mstep: Class 9 contains 45742 members 
Mstep: Class 10 contains 113172 members 
Mstep: Class 11 contains 108272 members 
Mstep: Class 12 contains 93186 members 
Mstep: Class 13 contains 43662 members 
Mstep: Class 14 contains 144175 members 
Mstep: Class 15 contains 17382 members 
Mstep: Class 16 contains 35293 members 
Mstep: Class 17 contains 121936 members 
Mstep: Class 18 contains 6913 members 
Mstep: Class 19 contains 17402 members 
Mstep: Class 20 contains 38745 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 115032 members 
Mstep: Class 23 contains 119657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272380768.000000 Penalty: 180232.750000
Iteration 35Q: 22 clusters Score -2.723808e+08 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 94832 members 
Mstep: Class 3 contains 1974 members 
Mstep: Class 4 contains 5690 members 
Mstep: Class 5 contains 59550 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 16710 members 
Mstep: Class 9 contains 45648 members 
Mstep: Class 10 contains 113162 members 
Mstep: Class 11 contains 108285 members 
Mstep: Class 12 contains 93206 members 
Mstep: Class 13 contains 43849 members 
Mstep: Class 14 contains 144487 members 
Mstep: Class 15 contains 17385 members 
Mstep: Class 16 contains 34951 members 
Mstep: Class 17 contains 122273 members 
Mstep: Class 18 contains 6889 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 38164 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 115438 members 
Mstep: Class 23 contains 119325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272381664.000000 Penalty: 180232.750000
Iteration 36Q: 22 clusters Score -2.723817e+08 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 95152 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 5725 members 
Mstep: Class 5 contains 59657 members 
Mstep: Class 6 contains 16908 members 
Mstep: Class 7 contains 16440 members 
Mstep: Class 9 contains 45565 members 
Mstep: Class 10 contains 113159 members 
Mstep: Class 11 contains 108272 members 
Mstep: Class 12 contains 93235 members 
Mstep: Class 13 contains 44105 members 
Mstep: Class 14 contains 144806 members 
Mstep: Class 15 contains 17368 members 
Mstep: Class 16 contains 34630 members 
Mstep: Class 17 contains 122531 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 37639 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 115820 members 
Mstep: Class 23 contains 119050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272382656.000000 Penalty: 180232.750000
Iteration 37Q: 22 clusters Score -2.723827e+08 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 95453 members 
Mstep: Class 3 contains 1974 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 59740 members 
Mstep: Class 6 contains 16749 members 
Mstep: Class 7 contains 16150 members 
Mstep: Class 9 contains 45469 members 
Mstep: Class 10 contains 113169 members 
Mstep: Class 11 contains 108195 members 
Mstep: Class 12 contains 93233 members 
Mstep: Class 13 contains 44447 members 
Mstep: Class 14 contains 145040 members 
Mstep: Class 15 contains 17353 members 
Mstep: Class 16 contains 34396 members 
Mstep: Class 17 contains 122768 members 
Mstep: Class 18 contains 6854 members 
Mstep: Class 19 contains 17326 members 
Mstep: Class 20 contains 37138 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 116226 members 
Mstep: Class 23 contains 118825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272383296.000000 Penalty: 180232.750000
Iteration 38Q: 22 clusters Score -2.723833e+08 nChanged 3843
Entering ConstructFrom: 
Score: -272383296.000000 Penalty: 180232.750000
Entering ConstructFrom: 
Trying to split cluster 2 (95747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95747 members 
Entering Unmasked Estep 
Score: -21769048.000000 Penalty: 7025.046875
	Iteration 0F: 2 clusters Score -2.176905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -21704330.000000 Penalty: 14050.093750
	Iteration 0F: 3 clusters Score -2.170433e+07 nChanged 43651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -21728122.000000 Penalty: 14050.093750
	Iteration 1F: 3 clusters Score -2.172812e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -21729244.000000 Penalty: 14050.093750
	Iteration 2Q: 3 clusters Score -2.172924e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -21730342.000000 Penalty: 14050.093750
	Iteration 3Q: 3 clusters Score -2.173034e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -21731282.000000 Penalty: 14050.093750
	Iteration 4Q: 3 clusters Score -2.173128e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -21732434.000000 Penalty: 14050.093750
	Iteration 5Q: 3 clusters Score -2.173243e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -21733754.000000 Penalty: 14050.093750
	Iteration 6Q: 3 clusters Score -2.173375e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -21735764.000000 Penalty: 14050.093750
	Iteration 7Q: 3 clusters Score -2.173576e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -21738664.000000 Penalty: 14050.093750
	Iteration 8Q: 3 clusters Score -2.173866e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -21742732.000000 Penalty: 14050.093750
	Iteration 9F: 3 clusters Score -2.174273e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -21747774.000000 Penalty: 14050.093750
	Iteration 10F: 3 clusters Score -2.174777e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -21753846.000000 Penalty: 14050.093750
	Iteration 11F: 3 clusters Score -2.175385e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -21759010.000000 Penalty: 14050.093750
	Iteration 12F: 3 clusters Score -2.175901e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -21762328.000000 Penalty: 14050.093750
	Iteration 13Q: 3 clusters Score -2.176233e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -21763852.000000 Penalty: 14050.093750
	Iteration 14Q: 3 clusters Score -2.176385e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -21764538.000000 Penalty: 14050.093750
	Iteration 15Q: 3 clusters Score -2.176454e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -21764942.000000 Penalty: 14050.093750
	Iteration 16Q: 3 clusters Score -2.176494e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -21765118.000000 Penalty: 14050.093750
	Iteration 17Q: 3 clusters Score -2.176512e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -21765222.000000 Penalty: 14050.093750
	Iteration 18Q: 3 clusters Score -2.176522e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -21765308.000000 Penalty: 14050.093750
	Iteration 19Q: 3 clusters Score -2.176531e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -21765254.000000 Penalty: 14050.093750
	Iteration 20F: 3 clusters Score -2.176525e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -21765324.000000 Penalty: 14050.093750
	Iteration 21Q: 3 clusters Score -2.176532e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -21765386.000000 Penalty: 14050.093750
	Iteration 22Q: 3 clusters Score -2.176539e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -21765366.000000 Penalty: 14050.093750
	Iteration 23Q: 3 clusters Score -2.176537e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -21765382.000000 Penalty: 14050.093750
	Iteration 24Q: 3 clusters Score -2.176538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -21765416.000000 Penalty: 14050.093750
	Iteration 25Q: 3 clusters Score -2.176542e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -21765408.000000 Penalty: 14050.093750
	Iteration 26Q: 3 clusters Score -2.176541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -21765394.000000 Penalty: 14050.093750
	Iteration 27Q: 3 clusters Score -2.176539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63246 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -21765396.000000 Penalty: 14050.093750
	Iteration 28Q: 3 clusters Score -2.17654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -21765398.000000 Penalty: 14050.093750
	Iteration 29Q: 3 clusters Score -2.17654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -21765384.000000 Penalty: 14050.093750
	Iteration 30Q: 3 clusters Score -2.176538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -21765418.000000 Penalty: 14050.093750
	Iteration 31Q: 3 clusters Score -2.176542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -21765402.000000 Penalty: 14050.093750
	Iteration 32Q: 3 clusters Score -2.17654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -21765414.000000 Penalty: 14050.093750
	Iteration 33Q: 3 clusters Score -2.176541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -21765414.000000 Penalty: 14050.093750
	Iteration 34Q: 3 clusters Score -2.176541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -21765420.000000 Penalty: 14050.093750
	Iteration 35Q: 3 clusters Score -2.176542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -21765410.000000 Penalty: 14050.093750
	Iteration 36Q: 3 clusters Score -2.176541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -21765416.000000 Penalty: 14050.093750
	Iteration 37Q: 3 clusters Score -2.176542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -21765396.000000 Penalty: 14050.093750
	Iteration 38Q: 3 clusters Score -2.17654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -21765396.000000 Penalty: 14050.093750
	Iteration 39F: 3 clusters Score -2.17654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -417172.625000 Penalty: 4647.538086
	Iteration 0F: 2 clusters Score -417172.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -412574.000000 Penalty: 9295.076172
	Iteration 0F: 3 clusters Score -412574 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -413575.312500 Penalty: 9295.076172
	Iteration 1F: 3 clusters Score -413575.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -414148.156250 Penalty: 9295.076172
	Iteration 2F: 3 clusters Score -414148.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -414923.781250 Penalty: 9295.076172
	Iteration 3F: 3 clusters Score -414923.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -415893.031250 Penalty: 9295.076172
	Iteration 4F: 3 clusters Score -415893 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -416924.406250 Penalty: 9295.076172
	Iteration 5F: 3 clusters Score -416924.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -418089.812500 Penalty: 9295.076172
	Iteration 6F: 3 clusters Score -418089.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -419186.375000 Penalty: 9295.076172
	Iteration 7Q: 3 clusters Score -419186.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -419719.718750 Penalty: 9295.076172
	Iteration 8Q: 3 clusters Score -419719.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -420322.968750 Penalty: 9295.076172
	Iteration 9Q: 3 clusters Score -420323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -420458.812500 Penalty: 9295.076172
	Iteration 10Q: 3 clusters Score -420458.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -420494.312500 Penalty: 9295.076172
	Iteration 11Q: 3 clusters Score -420494.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -420494.312500 Penalty: 9295.076172
	Iteration 12F: 3 clusters Score -420494.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 95747 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 59808 members 
Mstep: Class 6 contains 16621 members 
Mstep: Class 7 contains 15813 members 
Mstep: Class 9 contains 45374 members 
Mstep: Class 10 contains 113155 members 
Mstep: Class 11 contains 108100 members 
Mstep: Class 12 contains 93220 members 
Mstep: Class 13 contains 44823 members 
Mstep: Class 14 contains 145252 members 
Mstep: Class 15 contains 17351 members 
Mstep: Class 16 contains 34176 members 
Mstep: Class 17 contains 122977 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 36659 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 116675 members 
Mstep: Class 23 contains 118623 members 
Entering Unmasked Estep 
Score: -272384128.000000 Penalty: 188815.265625
Splitting cluster 3 changes total score from -272383296.000000 to -272384128.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (5761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Entering Unmasked Estep 
Score: -1274700.375000 Penalty: 5303.555176
	Iteration 0F: 2 clusters Score -1274700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1267137.000000 Penalty: 10607.110352
	Iteration 0F: 3 clusters Score -1267137 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1268421.125000 Penalty: 10607.110352
	Iteration 1F: 3 clusters Score -1268421 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1268747.375000 Penalty: 10607.110352
	Iteration 2F: 3 clusters Score -1268747 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1268909.125000 Penalty: 10607.110352
	Iteration 3Q: 3 clusters Score -1268909 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1269006.000000 Penalty: 10607.110352
	Iteration 4Q: 3 clusters Score -1269006 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1269069.000000 Penalty: 10607.110352
	Iteration 5Q: 3 clusters Score -1269069 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1269114.750000 Penalty: 10607.110352
	Iteration 6Q: 3 clusters Score -1269115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1269148.375000 Penalty: 10607.110352
	Iteration 7Q: 3 clusters Score -1269148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1269182.500000 Penalty: 10607.110352
	Iteration 8Q: 3 clusters Score -1269182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1269208.750000 Penalty: 10607.110352
	Iteration 9Q: 3 clusters Score -1269209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1269231.250000 Penalty: 10607.110352
	Iteration 10Q: 3 clusters Score -1269231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1269248.750000 Penalty: 10607.110352
	Iteration 11Q: 3 clusters Score -1269249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1269265.000000 Penalty: 10607.110352
	Iteration 12Q: 3 clusters Score -1269265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1269282.250000 Penalty: 10607.110352
	Iteration 13Q: 3 clusters Score -1269282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1269295.625000 Penalty: 10607.110352
	Iteration 14Q: 3 clusters Score -1269296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1269305.500000 Penalty: 10607.110352
	Iteration 15Q: 3 clusters Score -1269306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1269309.250000 Penalty: 10607.110352
	Iteration 16Q: 3 clusters Score -1269309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1269317.750000 Penalty: 10607.110352
	Iteration 17Q: 3 clusters Score -1269318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1269328.375000 Penalty: 10607.110352
	Iteration 18Q: 3 clusters Score -1269328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1269331.875000 Penalty: 10607.110352
	Iteration 19Q: 3 clusters Score -1269332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1269336.250000 Penalty: 10607.110352
	Iteration 20F: 3 clusters Score -1269336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1269340.875000 Penalty: 10607.110352
	Iteration 21Q: 3 clusters Score -1269341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1269338.375000 Penalty: 10607.110352
	Iteration 22Q: 3 clusters Score -1269338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1269340.500000 Penalty: 10607.110352
	Iteration 23Q: 3 clusters Score -1269340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1269341.500000 Penalty: 10607.110352
	Iteration 24Q: 3 clusters Score -1269342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1269343.625000 Penalty: 10607.110352
	Iteration 25Q: 3 clusters Score -1269344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1269343.750000 Penalty: 10607.110352
	Iteration 26Q: 3 clusters Score -1269344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1269347.125000 Penalty: 10607.110352
	Iteration 27Q: 3 clusters Score -1269347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1269349.125000 Penalty: 10607.110352
	Iteration 28Q: 3 clusters Score -1269349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1269354.625000 Penalty: 10607.110352
	Iteration 29Q: 3 clusters Score -1269355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1269356.500000 Penalty: 10607.110352
	Iteration 30Q: 3 clusters Score -1269356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1269359.750000 Penalty: 10607.110352
	Iteration 31Q: 3 clusters Score -1269360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1269363.875000 Penalty: 10607.110352
	Iteration 32Q: 3 clusters Score -1269364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1269365.000000 Penalty: 10607.110352
	Iteration 33Q: 3 clusters Score -1269365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1269367.500000 Penalty: 10607.110352
	Iteration 34Q: 3 clusters Score -1269368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1269368.875000 Penalty: 10607.110352
	Iteration 35Q: 3 clusters Score -1269369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1269368.750000 Penalty: 10607.110352
	Iteration 36Q: 3 clusters Score -1269369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1269370.875000 Penalty: 10607.110352
	Iteration 37Q: 3 clusters Score -1269371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1269373.000000 Penalty: 10607.110352
	Iteration 38Q: 3 clusters Score -1269373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1269373.375000 Penalty: 10607.110352
	Iteration 39Q: 3 clusters Score -1269373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1269374.500000 Penalty: 10607.110352
	Iteration 40F: 3 clusters Score -1269374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1269376.125000 Penalty: 10607.110352
	Iteration 41Q: 3 clusters Score -1269376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1269376.125000 Penalty: 10607.110352
	Iteration 42Q: 3 clusters Score -1269376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1269378.875000 Penalty: 10607.110352
	Iteration 43Q: 3 clusters Score -1269379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1269377.125000 Penalty: 10607.110352
	Iteration 44Q: 3 clusters Score -1269377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1269377.750000 Penalty: 10607.110352
	Iteration 45Q: 3 clusters Score -1269378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1269377.750000 Penalty: 10607.110352
	Iteration 46F: 3 clusters Score -1269378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Entering Unmasked Estep 
Score: -12956978.000000 Penalty: 6736.823242
	Iteration 0F: 2 clusters Score -1.295698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -12915035.000000 Penalty: 13473.646484
	Iteration 0F: 3 clusters Score -1.291504e+07 nChanged 26531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -12930174.000000 Penalty: 13473.646484
	Iteration 1F: 3 clusters Score -1.293017e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -12932992.000000 Penalty: 13473.646484
	Iteration 2F: 3 clusters Score -1.293299e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -12936649.000000 Penalty: 13473.646484
	Iteration 3F: 3 clusters Score -1.293665e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -12940768.000000 Penalty: 13473.646484
	Iteration 4F: 3 clusters Score -1.294077e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -12944649.000000 Penalty: 13473.646484
	Iteration 5F: 3 clusters Score -1.294465e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -12947858.000000 Penalty: 13473.646484
	Iteration 6F: 3 clusters Score -1.294786e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -12949871.000000 Penalty: 13473.646484
	Iteration 7F: 3 clusters Score -1.294987e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -12950986.000000 Penalty: 13473.646484
	Iteration 8Q: 3 clusters Score -1.295099e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -12951701.000000 Penalty: 13473.646484
	Iteration 9Q: 3 clusters Score -1.29517e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -12952097.000000 Penalty: 13473.646484
	Iteration 10Q: 3 clusters Score -1.29521e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -12952530.000000 Penalty: 13473.646484
	Iteration 11Q: 3 clusters Score -1.295253e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -12952724.000000 Penalty: 13473.646484
	Iteration 12Q: 3 clusters Score -1.295272e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -12952892.000000 Penalty: 13473.646484
	Iteration 13Q: 3 clusters Score -1.295289e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -12953018.000000 Penalty: 13473.646484
	Iteration 14Q: 3 clusters Score -1.295302e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -12953189.000000 Penalty: 13473.646484
	Iteration 15Q: 3 clusters Score -1.295319e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -12953365.000000 Penalty: 13473.646484
	Iteration 16Q: 3 clusters Score -1.295336e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -12953459.000000 Penalty: 13473.646484
	Iteration 17Q: 3 clusters Score -1.295346e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -12953590.000000 Penalty: 13473.646484
	Iteration 18Q: 3 clusters Score -1.295359e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -12953650.000000 Penalty: 13473.646484
	Iteration 19Q: 3 clusters Score -1.295365e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -12953767.000000 Penalty: 13473.646484
	Iteration 20F: 3 clusters Score -1.295377e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -12953840.000000 Penalty: 13473.646484
	Iteration 21Q: 3 clusters Score -1.295384e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -12953884.000000 Penalty: 13473.646484
	Iteration 22Q: 3 clusters Score -1.295388e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -12953946.000000 Penalty: 13473.646484
	Iteration 23Q: 3 clusters Score -1.295395e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -12954043.000000 Penalty: 13473.646484
	Iteration 24Q: 3 clusters Score -1.295404e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -12954083.000000 Penalty: 13473.646484
	Iteration 25Q: 3 clusters Score -1.295408e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -12954073.000000 Penalty: 13473.646484
	Iteration 26Q: 3 clusters Score -1.295407e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -12954105.000000 Penalty: 13473.646484
	Iteration 27Q: 3 clusters Score -1.29541e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -12954103.000000 Penalty: 13473.646484
	Iteration 28Q: 3 clusters Score -1.29541e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -12954161.000000 Penalty: 13473.646484
	Iteration 29Q: 3 clusters Score -1.295416e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -12954185.000000 Penalty: 13473.646484
	Iteration 30Q: 3 clusters Score -1.295418e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -12954207.000000 Penalty: 13473.646484
	Iteration 31Q: 3 clusters Score -1.295421e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -12954235.000000 Penalty: 13473.646484
	Iteration 32Q: 3 clusters Score -1.295424e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -12954256.000000 Penalty: 13473.646484
	Iteration 33Q: 3 clusters Score -1.295426e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -12954292.000000 Penalty: 13473.646484
	Iteration 34Q: 3 clusters Score -1.295429e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -12954330.000000 Penalty: 13473.646484
	Iteration 35Q: 3 clusters Score -1.295433e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -12954379.000000 Penalty: 13473.646484
	Iteration 36Q: 3 clusters Score -1.295438e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -12954402.000000 Penalty: 13473.646484
	Iteration 37Q: 3 clusters Score -1.29544e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -12954433.000000 Penalty: 13473.646484
	Iteration 38Q: 3 clusters Score -1.295443e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -12954471.000000 Penalty: 13473.646484
	Iteration 39Q: 3 clusters Score -1.295447e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -12954499.000000 Penalty: 13473.646484
	Iteration 40F: 3 clusters Score -1.29545e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -12954504.000000 Penalty: 13473.646484
	Iteration 41Q: 3 clusters Score -1.29545e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -12954574.000000 Penalty: 13473.646484
	Iteration 42Q: 3 clusters Score -1.295457e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -12954602.000000 Penalty: 13473.646484
	Iteration 43Q: 3 clusters Score -1.29546e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -12954596.000000 Penalty: 13473.646484
	Iteration 44Q: 3 clusters Score -1.29546e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -12954608.000000 Penalty: 13473.646484
	Iteration 45Q: 3 clusters Score -1.295461e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -12954615.000000 Penalty: 13473.646484
	Iteration 46Q: 3 clusters Score -1.295462e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -12954625.000000 Penalty: 13473.646484
	Iteration 47Q: 3 clusters Score -1.295462e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -12954619.000000 Penalty: 13473.646484
	Iteration 48Q: 3 clusters Score -1.295462e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -12954614.000000 Penalty: 13473.646484
	Iteration 49Q: 3 clusters Score -1.295461e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -12954620.000000 Penalty: 13473.646484
	Iteration 50Q: 3 clusters Score -1.295462e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -12954632.000000 Penalty: 13473.646484
	Iteration 51Q: 3 clusters Score -1.295463e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -12954650.000000 Penalty: 13473.646484
	Iteration 52Q: 3 clusters Score -1.295465e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -12954670.000000 Penalty: 13473.646484
	Iteration 53Q: 3 clusters Score -1.295467e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -12954673.000000 Penalty: 13473.646484
	Iteration 54Q: 3 clusters Score -1.295467e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -12954704.000000 Penalty: 13473.646484
	Iteration 55Q: 3 clusters Score -1.29547e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -12954707.000000 Penalty: 13473.646484
	Iteration 56Q: 3 clusters Score -1.295471e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -12954724.000000 Penalty: 13473.646484
	Iteration 57Q: 3 clusters Score -1.295472e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -12954716.000000 Penalty: 13473.646484
	Iteration 58Q: 3 clusters Score -1.295472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -12954723.000000 Penalty: 13473.646484
	Iteration 59Q: 3 clusters Score -1.295472e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -12954745.000000 Penalty: 13473.646484
	Iteration 60F: 3 clusters Score -1.295474e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -12954743.000000 Penalty: 13473.646484
	Iteration 61Q: 3 clusters Score -1.295474e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -12954758.000000 Penalty: 13473.646484
	Iteration 62Q: 3 clusters Score -1.295476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -12954754.000000 Penalty: 13473.646484
	Iteration 63Q: 3 clusters Score -1.295475e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -12954738.000000 Penalty: 13473.646484
	Iteration 64Q: 3 clusters Score -1.295474e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -12954750.000000 Penalty: 13473.646484
	Iteration 65Q: 3 clusters Score -1.295475e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -12954760.000000 Penalty: 13473.646484
	Iteration 66Q: 3 clusters Score -1.295476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -12954762.000000 Penalty: 13473.646484
	Iteration 67Q: 3 clusters Score -1.295476e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -12954774.000000 Penalty: 13473.646484
	Iteration 68Q: 3 clusters Score -1.295477e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -12954768.000000 Penalty: 13473.646484
	Iteration 69Q: 3 clusters Score -1.295477e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -12954796.000000 Penalty: 13473.646484
	Iteration 70Q: 3 clusters Score -1.29548e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -12954800.000000 Penalty: 13473.646484
	Iteration 71Q: 3 clusters Score -1.29548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -12954801.000000 Penalty: 13473.646484
	Iteration 72Q: 3 clusters Score -1.29548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -12954811.000000 Penalty: 13473.646484
	Iteration 73Q: 3 clusters Score -1.295481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -12954803.000000 Penalty: 13473.646484
	Iteration 74Q: 3 clusters Score -1.29548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -12954800.000000 Penalty: 13473.646484
	Iteration 75Q: 3 clusters Score -1.29548e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -12954801.000000 Penalty: 13473.646484
	Iteration 76Q: 3 clusters Score -1.29548e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -12954799.000000 Penalty: 13473.646484
	Iteration 77Q: 3 clusters Score -1.29548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -12954804.000000 Penalty: 13473.646484
	Iteration 78Q: 3 clusters Score -1.29548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -12954805.000000 Penalty: 13473.646484
	Iteration 79Q: 3 clusters Score -1.29548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -12954817.000000 Penalty: 13473.646484
	Iteration 80F: 3 clusters Score -1.295482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -12954816.000000 Penalty: 13473.646484
	Iteration 81Q: 3 clusters Score -1.295482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -12954806.000000 Penalty: 13473.646484
	Iteration 82Q: 3 clusters Score -1.295481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -12954830.000000 Penalty: 13473.646484
	Iteration 83Q: 3 clusters Score -1.295483e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -12954844.000000 Penalty: 13473.646484
	Iteration 84Q: 3 clusters Score -1.295484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -12954846.000000 Penalty: 13473.646484
	Iteration 85Q: 3 clusters Score -1.295485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -12954851.000000 Penalty: 13473.646484
	Iteration 86Q: 3 clusters Score -1.295485e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -12954868.000000 Penalty: 13473.646484
	Iteration 87Q: 3 clusters Score -1.295487e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -12954859.000000 Penalty: 13473.646484
	Iteration 88Q: 3 clusters Score -1.295486e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -12954865.000000 Penalty: 13473.646484
	Iteration 89Q: 3 clusters Score -1.295486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -12954851.000000 Penalty: 13473.646484
	Iteration 90Q: 3 clusters Score -1.295485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -12954852.000000 Penalty: 13473.646484
	Iteration 91Q: 3 clusters Score -1.295485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -12954891.000000 Penalty: 13473.646484
	Iteration 92Q: 3 clusters Score -1.295489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -12954881.000000 Penalty: 13473.646484
	Iteration 93Q: 3 clusters Score -1.295488e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -12954883.000000 Penalty: 13473.646484
	Iteration 94Q: 3 clusters Score -1.295488e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -12954912.000000 Penalty: 13473.646484
	Iteration 95Q: 3 clusters Score -1.295491e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -12954921.000000 Penalty: 13473.646484
	Iteration 96Q: 3 clusters Score -1.295492e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -12954931.000000 Penalty: 13473.646484
	Iteration 97Q: 3 clusters Score -1.295493e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -12954915.000000 Penalty: 13473.646484
	Iteration 98Q: 3 clusters Score -1.295492e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -12954914.000000 Penalty: 13473.646484
	Iteration 99Q: 3 clusters Score -1.295491e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -12954940.000000 Penalty: 13473.646484
	Iteration 100F: 3 clusters Score -1.295494e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -12954983.000000 Penalty: 13473.646484
	Iteration 101Q: 3 clusters Score -1.295498e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -12955025.000000 Penalty: 13473.646484
	Iteration 102Q: 3 clusters Score -1.295502e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -12955019.000000 Penalty: 13473.646484
	Iteration 103Q: 3 clusters Score -1.295502e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -12955014.000000 Penalty: 13473.646484
	Iteration 104Q: 3 clusters Score -1.295501e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -12955033.000000 Penalty: 13473.646484
	Iteration 105Q: 3 clusters Score -1.295503e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -12955036.000000 Penalty: 13473.646484
	Iteration 106Q: 3 clusters Score -1.295504e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -12955068.000000 Penalty: 13473.646484
	Iteration 107Q: 3 clusters Score -1.295507e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -12955095.000000 Penalty: 13473.646484
	Iteration 108Q: 3 clusters Score -1.29551e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -12955070.000000 Penalty: 13473.646484
	Iteration 109Q: 3 clusters Score -1.295507e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -12955081.000000 Penalty: 13473.646484
	Iteration 110Q: 3 clusters Score -1.295508e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -12955105.000000 Penalty: 13473.646484
	Iteration 111Q: 3 clusters Score -1.29551e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -12955142.000000 Penalty: 13473.646484
	Iteration 112Q: 3 clusters Score -1.295514e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -12955150.000000 Penalty: 13473.646484
	Iteration 113Q: 3 clusters Score -1.295515e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -12955161.000000 Penalty: 13473.646484
	Iteration 114Q: 3 clusters Score -1.295516e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -12955153.000000 Penalty: 13473.646484
	Iteration 115Q: 3 clusters Score -1.295515e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -12955173.000000 Penalty: 13473.646484
	Iteration 116Q: 3 clusters Score -1.295517e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -12955205.000000 Penalty: 13473.646484
	Iteration 117Q: 3 clusters Score -1.29552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -12955212.000000 Penalty: 13473.646484
	Iteration 118Q: 3 clusters Score -1.295521e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -12955213.000000 Penalty: 13473.646484
	Iteration 119Q: 3 clusters Score -1.295521e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -12955239.000000 Penalty: 13473.646484
	Iteration 120F: 3 clusters Score -1.295524e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -12955226.000000 Penalty: 13473.646484
	Iteration 121Q: 3 clusters Score -1.295523e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -12955235.000000 Penalty: 13473.646484
	Iteration 122Q: 3 clusters Score -1.295524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -12955246.000000 Penalty: 13473.646484
	Iteration 123Q: 3 clusters Score -1.295525e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -12955271.000000 Penalty: 13473.646484
	Iteration 124Q: 3 clusters Score -1.295527e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -12955316.000000 Penalty: 13473.646484
	Iteration 125Q: 3 clusters Score -1.295532e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -12955322.000000 Penalty: 13473.646484
	Iteration 126Q: 3 clusters Score -1.295532e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -12955375.000000 Penalty: 13473.646484
	Iteration 127Q: 3 clusters Score -1.295538e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -12955420.000000 Penalty: 13473.646484
	Iteration 128Q: 3 clusters Score -1.295542e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -12955426.000000 Penalty: 13473.646484
	Iteration 129Q: 3 clusters Score -1.295543e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -12955484.000000 Penalty: 13473.646484
	Iteration 130Q: 3 clusters Score -1.295548e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -12955531.000000 Penalty: 13473.646484
	Iteration 131Q: 3 clusters Score -1.295553e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -12955591.000000 Penalty: 13473.646484
	Iteration 132Q: 3 clusters Score -1.295559e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -12955633.000000 Penalty: 13473.646484
	Iteration 133Q: 3 clusters Score -1.295563e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -12955703.000000 Penalty: 13473.646484
	Iteration 134Q: 3 clusters Score -1.29557e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -12955746.000000 Penalty: 13473.646484
	Iteration 135Q: 3 clusters Score -1.295575e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -12955786.000000 Penalty: 13473.646484
	Iteration 136Q: 3 clusters Score -1.295579e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -12955780.000000 Penalty: 13473.646484
	Iteration 137Q: 3 clusters Score -1.295578e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -12955808.000000 Penalty: 13473.646484
	Iteration 138Q: 3 clusters Score -1.295581e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -12955833.000000 Penalty: 13473.646484
	Iteration 139Q: 3 clusters Score -1.295583e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -12955884.000000 Penalty: 13473.646484
	Iteration 140F: 3 clusters Score -1.295588e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -12955895.000000 Penalty: 13473.646484
	Iteration 141Q: 3 clusters Score -1.29559e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -12955953.000000 Penalty: 13473.646484
	Iteration 142Q: 3 clusters Score -1.295595e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -12956017.000000 Penalty: 13473.646484
	Iteration 143Q: 3 clusters Score -1.295602e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -12956069.000000 Penalty: 13473.646484
	Iteration 144Q: 3 clusters Score -1.295607e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -12956155.000000 Penalty: 13473.646484
	Iteration 145Q: 3 clusters Score -1.295616e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -12956185.000000 Penalty: 13473.646484
	Iteration 146Q: 3 clusters Score -1.295618e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -12956205.000000 Penalty: 13473.646484
	Iteration 147Q: 3 clusters Score -1.29562e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -12956223.000000 Penalty: 13473.646484
	Iteration 148Q: 3 clusters Score -1.295622e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -12956266.000000 Penalty: 13473.646484
	Iteration 149Q: 3 clusters Score -1.295627e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -12956292.000000 Penalty: 13473.646484
	Iteration 150Q: 3 clusters Score -1.295629e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -12956294.000000 Penalty: 13473.646484
	Iteration 151Q: 3 clusters Score -1.295629e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -12956317.000000 Penalty: 13473.646484
	Iteration 152Q: 3 clusters Score -1.295632e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -12956297.000000 Penalty: 13473.646484
	Iteration 153Q: 3 clusters Score -1.29563e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -12956295.000000 Penalty: 13473.646484
	Iteration 154Q: 3 clusters Score -1.29563e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -12956328.000000 Penalty: 13473.646484
	Iteration 155Q: 3 clusters Score -1.295633e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -12956334.000000 Penalty: 13473.646484
	Iteration 156Q: 3 clusters Score -1.295633e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -12956353.000000 Penalty: 13473.646484
	Iteration 157Q: 3 clusters Score -1.295635e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -12956332.000000 Penalty: 13473.646484
	Iteration 158Q: 3 clusters Score -1.295633e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -12956343.000000 Penalty: 13473.646484
	Iteration 159Q: 3 clusters Score -1.295634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -12956353.000000 Penalty: 13473.646484
	Iteration 160F: 3 clusters Score -1.295635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -12956346.000000 Penalty: 13473.646484
	Iteration 161Q: 3 clusters Score -1.295635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -12956374.000000 Penalty: 13473.646484
	Iteration 162Q: 3 clusters Score -1.295637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -12956373.000000 Penalty: 13473.646484
	Iteration 163Q: 3 clusters Score -1.295637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -12956378.000000 Penalty: 13473.646484
	Iteration 164Q: 3 clusters Score -1.295638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -12956362.000000 Penalty: 13473.646484
	Iteration 165Q: 3 clusters Score -1.295636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -12956364.000000 Penalty: 13473.646484
	Iteration 166Q: 3 clusters Score -1.295636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -12956383.000000 Penalty: 13473.646484
	Iteration 167Q: 3 clusters Score -1.295638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -12956382.000000 Penalty: 13473.646484
	Iteration 168Q: 3 clusters Score -1.295638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -12956373.000000 Penalty: 13473.646484
	Iteration 169Q: 3 clusters Score -1.295637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -12956380.000000 Penalty: 13473.646484
	Iteration 170Q: 3 clusters Score -1.295638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -12956362.000000 Penalty: 13473.646484
	Iteration 171Q: 3 clusters Score -1.295636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -12956367.000000 Penalty: 13473.646484
	Iteration 172Q: 3 clusters Score -1.295637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -12956372.000000 Penalty: 13473.646484
	Iteration 173Q: 3 clusters Score -1.295637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -12956386.000000 Penalty: 13473.646484
	Iteration 174Q: 3 clusters Score -1.295639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -12956382.000000 Penalty: 13473.646484
	Iteration 175Q: 3 clusters Score -1.295638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -12956380.000000 Penalty: 13473.646484
	Iteration 176Q: 3 clusters Score -1.295638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -12956369.000000 Penalty: 13473.646484
	Iteration 177Q: 3 clusters Score -1.295637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -12956375.000000 Penalty: 13473.646484
	Iteration 178Q: 3 clusters Score -1.295638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -12956374.000000 Penalty: 13473.646484
	Iteration 179Q: 3 clusters Score -1.295637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -12956374.000000 Penalty: 13473.646484
	Iteration 180F: 3 clusters Score -1.295637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Entering Unmasked Estep 
Score: -3717329.250000 Penalty: 5952.533203
	Iteration 0F: 2 clusters Score -3717329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3703329.500000 Penalty: 11905.066406
	Iteration 0F: 3 clusters Score -3703330 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3708622.500000 Penalty: 11905.066406
	Iteration 1F: 3 clusters Score -3708622 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3710667.500000 Penalty: 11905.066406
	Iteration 2F: 3 clusters Score -3710668 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3712986.500000 Penalty: 11905.066406
	Iteration 3F: 3 clusters Score -3712986 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3715300.000000 Penalty: 11905.066406
	Iteration 4F: 3 clusters Score -3715300 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3716946.000000 Penalty: 11905.066406
	Iteration 5F: 3 clusters Score -3716946 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3717755.500000 Penalty: 11905.066406
	Iteration 6Q: 3 clusters Score -3717756 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3718132.750000 Penalty: 11905.066406
	Iteration 7Q: 3 clusters Score -3718133 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3718343.750000 Penalty: 11905.066406
	Iteration 8Q: 3 clusters Score -3718344 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3718474.250000 Penalty: 11905.066406
	Iteration 9Q: 3 clusters Score -3718474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3718532.000000 Penalty: 11905.066406
	Iteration 10Q: 3 clusters Score -3718532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3718562.750000 Penalty: 11905.066406
	Iteration 11Q: 3 clusters Score -3718563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3718588.500000 Penalty: 11905.066406
	Iteration 12Q: 3 clusters Score -3718588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3718613.250000 Penalty: 11905.066406
	Iteration 13Q: 3 clusters Score -3718613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3718632.750000 Penalty: 11905.066406
	Iteration 14Q: 3 clusters Score -3718633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3718633.500000 Penalty: 11905.066406
	Iteration 15Q: 3 clusters Score -3718634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3718637.500000 Penalty: 11905.066406
	Iteration 16Q: 3 clusters Score -3718638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3718642.500000 Penalty: 11905.066406
	Iteration 17Q: 3 clusters Score -3718642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3718652.750000 Penalty: 11905.066406
	Iteration 18Q: 3 clusters Score -3718653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3718657.000000 Penalty: 11905.066406
	Iteration 19Q: 3 clusters Score -3718657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3718654.000000 Penalty: 11905.066406
	Iteration 20F: 3 clusters Score -3718654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3718658.250000 Penalty: 11905.066406
	Iteration 21Q: 3 clusters Score -3718658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3718666.250000 Penalty: 11905.066406
	Iteration 22Q: 3 clusters Score -3718666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3718662.250000 Penalty: 11905.066406
	Iteration 23Q: 3 clusters Score -3718662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3718670.750000 Penalty: 11905.066406
	Iteration 24Q: 3 clusters Score -3718671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3718669.500000 Penalty: 11905.066406
	Iteration 25Q: 3 clusters Score -3718670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3718672.250000 Penalty: 11905.066406
	Iteration 26Q: 3 clusters Score -3718672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3718669.750000 Penalty: 11905.066406
	Iteration 27Q: 3 clusters Score -3718670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3718675.000000 Penalty: 11905.066406
	Iteration 28Q: 3 clusters Score -3718675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3718674.000000 Penalty: 11905.066406
	Iteration 29Q: 3 clusters Score -3718674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3718674.000000 Penalty: 11905.066406
	Iteration 30F: 3 clusters Score -3718674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 95747 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 59808 members 
Mstep: Class 6 contains 15510 members 
Mstep: Class 7 contains 15813 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 45374 members 
Mstep: Class 10 contains 113155 members 
Mstep: Class 11 contains 108100 members 
Mstep: Class 12 contains 93220 members 
Mstep: Class 13 contains 44823 members 
Mstep: Class 14 contains 145252 members 
Mstep: Class 15 contains 17351 members 
Mstep: Class 16 contains 34176 members 
Mstep: Class 17 contains 122977 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 36659 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 116675 members 
Mstep: Class 23 contains 118623 members 
Entering Unmasked Estep 
Score: -272381376.000000 Penalty: 197397.765625
Splitting cluster 6 changes total score from -272383296.000000 to -272381376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Entering Unmasked Estep 
Score: -3460421.500000 Penalty: 5922.009766
	Iteration 0F: 2 clusters Score -3460422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3446414.250000 Penalty: 11844.019531
	Iteration 0F: 3 clusters Score -3446414 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3449865.250000 Penalty: 11844.019531
	Iteration 1F: 3 clusters Score -3449865 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3450499.000000 Penalty: 11844.019531
	Iteration 2F: 3 clusters Score -3450499 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3450918.250000 Penalty: 11844.019531
	Iteration 3F: 3 clusters Score -3450918 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -3451206.500000 Penalty: 11844.019531
	Iteration 4Q: 3 clusters Score -3451206 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3451403.500000 Penalty: 11844.019531
	Iteration 5Q: 3 clusters Score -3451404 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3451546.500000 Penalty: 11844.019531
	Iteration 6Q: 3 clusters Score -3451546 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3451697.000000 Penalty: 11844.019531
	Iteration 7Q: 3 clusters Score -3451697 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -3451815.250000 Penalty: 11844.019531
	Iteration 8Q: 3 clusters Score -3451815 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3451936.750000 Penalty: 11844.019531
	Iteration 9Q: 3 clusters Score -3451937 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3452024.750000 Penalty: 11844.019531
	Iteration 10Q: 3 clusters Score -3452025 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3452111.250000 Penalty: 11844.019531
	Iteration 11Q: 3 clusters Score -3452111 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3452215.500000 Penalty: 11844.019531
	Iteration 12Q: 3 clusters Score -3452216 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3452321.000000 Penalty: 11844.019531
	Iteration 13Q: 3 clusters Score -3452321 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3452431.750000 Penalty: 11844.019531
	Iteration 14Q: 3 clusters Score -3452432 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3452565.000000 Penalty: 11844.019531
	Iteration 15Q: 3 clusters Score -3452565 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3452739.750000 Penalty: 11844.019531
	Iteration 16Q: 3 clusters Score -3452740 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3452916.750000 Penalty: 11844.019531
	Iteration 17Q: 3 clusters Score -3452917 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3453152.000000 Penalty: 11844.019531
	Iteration 18Q: 3 clusters Score -3453152 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -3453428.000000 Penalty: 11844.019531
	Iteration 19Q: 3 clusters Score -3453428 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3453812.000000 Penalty: 11844.019531
	Iteration 20F: 3 clusters Score -3453812 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3454257.000000 Penalty: 11844.019531
	Iteration 21Q: 3 clusters Score -3454257 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3454610.750000 Penalty: 11844.019531
	Iteration 22Q: 3 clusters Score -3454611 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3454946.750000 Penalty: 11844.019531
	Iteration 23Q: 3 clusters Score -3454947 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3455234.500000 Penalty: 11844.019531
	Iteration 24Q: 3 clusters Score -3455234 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3455466.000000 Penalty: 11844.019531
	Iteration 25Q: 3 clusters Score -3455466 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3455628.250000 Penalty: 11844.019531
	Iteration 26Q: 3 clusters Score -3455628 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3455784.000000 Penalty: 11844.019531
	Iteration 27Q: 3 clusters Score -3455784 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3455897.500000 Penalty: 11844.019531
	Iteration 28Q: 3 clusters Score -3455898 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3455998.250000 Penalty: 11844.019531
	Iteration 29Q: 3 clusters Score -3455998 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3456077.000000 Penalty: 11844.019531
	Iteration 30Q: 3 clusters Score -3456077 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3456130.000000 Penalty: 11844.019531
	Iteration 31Q: 3 clusters Score -3456130 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3456199.250000 Penalty: 11844.019531
	Iteration 32Q: 3 clusters Score -3456199 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3456252.750000 Penalty: 11844.019531
	Iteration 33Q: 3 clusters Score -3456253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3456284.750000 Penalty: 11844.019531
	Iteration 34Q: 3 clusters Score -3456285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3456309.500000 Penalty: 11844.019531
	Iteration 35Q: 3 clusters Score -3456310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3456321.000000 Penalty: 11844.019531
	Iteration 36Q: 3 clusters Score -3456321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3456342.750000 Penalty: 11844.019531
	Iteration 37Q: 3 clusters Score -3456343 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3456367.500000 Penalty: 11844.019531
	Iteration 38Q: 3 clusters Score -3456368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3456385.000000 Penalty: 11844.019531
	Iteration 39Q: 3 clusters Score -3456385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3456401.500000 Penalty: 11844.019531
	Iteration 40F: 3 clusters Score -3456402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3456420.000000 Penalty: 11844.019531
	Iteration 41Q: 3 clusters Score -3456420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3456446.500000 Penalty: 11844.019531
	Iteration 42Q: 3 clusters Score -3456446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3456455.750000 Penalty: 11844.019531
	Iteration 43Q: 3 clusters Score -3456456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3456471.250000 Penalty: 11844.019531
	Iteration 44Q: 3 clusters Score -3456471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3456492.750000 Penalty: 11844.019531
	Iteration 45Q: 3 clusters Score -3456493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3456522.500000 Penalty: 11844.019531
	Iteration 46Q: 3 clusters Score -3456522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3456533.000000 Penalty: 11844.019531
	Iteration 47Q: 3 clusters Score -3456533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3456555.750000 Penalty: 11844.019531
	Iteration 48Q: 3 clusters Score -3456556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3456566.250000 Penalty: 11844.019531
	Iteration 49Q: 3 clusters Score -3456566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3456580.500000 Penalty: 11844.019531
	Iteration 50Q: 3 clusters Score -3456580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3456587.750000 Penalty: 11844.019531
	Iteration 51Q: 3 clusters Score -3456588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3456604.250000 Penalty: 11844.019531
	Iteration 52Q: 3 clusters Score -3456604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3456606.500000 Penalty: 11844.019531
	Iteration 53Q: 3 clusters Score -3456606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3456606.500000 Penalty: 11844.019531
	Iteration 54Q: 3 clusters Score -3456606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3456611.250000 Penalty: 11844.019531
	Iteration 55Q: 3 clusters Score -3456611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3456613.750000 Penalty: 11844.019531
	Iteration 56Q: 3 clusters Score -3456614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3456625.000000 Penalty: 11844.019531
	Iteration 57Q: 3 clusters Score -3456625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3456625.250000 Penalty: 11844.019531
	Iteration 58Q: 3 clusters Score -3456625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3456633.250000 Penalty: 11844.019531
	Iteration 59Q: 3 clusters Score -3456633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3456638.250000 Penalty: 11844.019531
	Iteration 60F: 3 clusters Score -3456638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3456638.750000 Penalty: 11844.019531
	Iteration 61Q: 3 clusters Score -3456639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3456644.500000 Penalty: 11844.019531
	Iteration 62Q: 3 clusters Score -3456644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3456644.250000 Penalty: 11844.019531
	Iteration 63Q: 3 clusters Score -3456644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3456650.500000 Penalty: 11844.019531
	Iteration 64Q: 3 clusters Score -3456650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3456660.000000 Penalty: 11844.019531
	Iteration 65Q: 3 clusters Score -3456660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3456672.750000 Penalty: 11844.019531
	Iteration 66Q: 3 clusters Score -3456673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3456672.500000 Penalty: 11844.019531
	Iteration 67Q: 3 clusters Score -3456672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3456674.250000 Penalty: 11844.019531
	Iteration 68Q: 3 clusters Score -3456674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3456671.250000 Penalty: 11844.019531
	Iteration 69Q: 3 clusters Score -3456671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3456677.500000 Penalty: 11844.019531
	Iteration 70Q: 3 clusters Score -3456678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3456676.500000 Penalty: 11844.019531
	Iteration 71Q: 3 clusters Score -3456676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3456670.750000 Penalty: 11844.019531
	Iteration 72Q: 3 clusters Score -3456671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3456672.000000 Penalty: 11844.019531
	Iteration 73Q: 3 clusters Score -3456672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3456673.000000 Penalty: 11844.019531
	Iteration 74Q: 3 clusters Score -3456673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3456673.750000 Penalty: 11844.019531
	Iteration 75Q: 3 clusters Score -3456674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3456677.750000 Penalty: 11844.019531
	Iteration 76Q: 3 clusters Score -3456678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3456672.250000 Penalty: 11844.019531
	Iteration 77Q: 3 clusters Score -3456672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3456677.750000 Penalty: 11844.019531
	Iteration 78Q: 3 clusters Score -3456678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3456682.500000 Penalty: 11844.019531
	Iteration 79Q: 3 clusters Score -3456682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3456682.500000 Penalty: 11844.019531
	Iteration 80F: 3 clusters Score -3456682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Entering Unmasked Estep 
Score: -10088088.000000 Penalty: 6567.650391
	Iteration 0F: 2 clusters Score -1.008809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -10055485.000000 Penalty: 13135.300781
	Iteration 0F: 3 clusters Score -1.005548e+07 nChanged 19739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -10066106.000000 Penalty: 13135.300781
	Iteration 1F: 3 clusters Score -1.006611e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -10067259.000000 Penalty: 13135.300781
	Iteration 2F: 3 clusters Score -1.006726e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -10068427.000000 Penalty: 13135.300781
	Iteration 3F: 3 clusters Score -1.006843e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -10069597.000000 Penalty: 13135.300781
	Iteration 4F: 3 clusters Score -1.00696e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -10070836.000000 Penalty: 13135.300781
	Iteration 5Q: 3 clusters Score -1.007084e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -10072079.000000 Penalty: 13135.300781
	Iteration 6Q: 3 clusters Score -1.007208e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -10073386.000000 Penalty: 13135.300781
	Iteration 7Q: 3 clusters Score -1.007339e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -10074566.000000 Penalty: 13135.300781
	Iteration 8Q: 3 clusters Score -1.007457e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -10075820.000000 Penalty: 13135.300781
	Iteration 9Q: 3 clusters Score -1.007582e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -10076860.000000 Penalty: 13135.300781
	Iteration 10Q: 3 clusters Score -1.007686e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -10077963.000000 Penalty: 13135.300781
	Iteration 11Q: 3 clusters Score -1.007796e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -10078786.000000 Penalty: 13135.300781
	Iteration 12Q: 3 clusters Score -1.007879e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -10079662.000000 Penalty: 13135.300781
	Iteration 13Q: 3 clusters Score -1.007966e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -10080510.000000 Penalty: 13135.300781
	Iteration 14Q: 3 clusters Score -1.008051e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -10081253.000000 Penalty: 13135.300781
	Iteration 15Q: 3 clusters Score -1.008125e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -10081948.000000 Penalty: 13135.300781
	Iteration 16Q: 3 clusters Score -1.008195e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -10082537.000000 Penalty: 13135.300781
	Iteration 17Q: 3 clusters Score -1.008254e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -10083089.000000 Penalty: 13135.300781
	Iteration 18Q: 3 clusters Score -1.008309e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -10083470.000000 Penalty: 13135.300781
	Iteration 19Q: 3 clusters Score -1.008347e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -10083806.000000 Penalty: 13135.300781
	Iteration 20F: 3 clusters Score -1.008381e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -10084039.000000 Penalty: 13135.300781
	Iteration 21Q: 3 clusters Score -1.008404e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -10084122.000000 Penalty: 13135.300781
	Iteration 22Q: 3 clusters Score -1.008412e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -10084249.000000 Penalty: 13135.300781
	Iteration 23Q: 3 clusters Score -1.008425e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -10084317.000000 Penalty: 13135.300781
	Iteration 24Q: 3 clusters Score -1.008432e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -10084344.000000 Penalty: 13135.300781
	Iteration 25Q: 3 clusters Score -1.008434e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -10084391.000000 Penalty: 13135.300781
	Iteration 26Q: 3 clusters Score -1.008439e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -10084381.000000 Penalty: 13135.300781
	Iteration 27Q: 3 clusters Score -1.008438e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -10084399.000000 Penalty: 13135.300781
	Iteration 28Q: 3 clusters Score -1.00844e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -10084422.000000 Penalty: 13135.300781
	Iteration 29Q: 3 clusters Score -1.008442e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -10084425.000000 Penalty: 13135.300781
	Iteration 30Q: 3 clusters Score -1.008442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -10084450.000000 Penalty: 13135.300781
	Iteration 31Q: 3 clusters Score -1.008445e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -10084479.000000 Penalty: 13135.300781
	Iteration 32Q: 3 clusters Score -1.008448e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -10084488.000000 Penalty: 13135.300781
	Iteration 33Q: 3 clusters Score -1.008449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -10084487.000000 Penalty: 13135.300781
	Iteration 34Q: 3 clusters Score -1.008449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -10084491.000000 Penalty: 13135.300781
	Iteration 35Q: 3 clusters Score -1.008449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -10084505.000000 Penalty: 13135.300781
	Iteration 36Q: 3 clusters Score -1.00845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -10084484.000000 Penalty: 13135.300781
	Iteration 37Q: 3 clusters Score -1.008448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -10084487.000000 Penalty: 13135.300781
	Iteration 38Q: 3 clusters Score -1.008449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -10084504.000000 Penalty: 13135.300781
	Iteration 39Q: 3 clusters Score -1.00845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -10084502.000000 Penalty: 13135.300781
	Iteration 40F: 3 clusters Score -1.00845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -10084495.000000 Penalty: 13135.300781
	Iteration 41Q: 3 clusters Score -1.00845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -10084493.000000 Penalty: 13135.300781
	Iteration 42Q: 3 clusters Score -1.008449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -10084501.000000 Penalty: 13135.300781
	Iteration 43Q: 3 clusters Score -1.00845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -10084509.000000 Penalty: 13135.300781
	Iteration 44Q: 3 clusters Score -1.008451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -10084518.000000 Penalty: 13135.300781
	Iteration 45Q: 3 clusters Score -1.008452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -10084517.000000 Penalty: 13135.300781
	Iteration 46Q: 3 clusters Score -1.008452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -10084514.000000 Penalty: 13135.300781
	Iteration 47Q: 3 clusters Score -1.008451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -10084522.000000 Penalty: 13135.300781
	Iteration 48Q: 3 clusters Score -1.008452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -10084536.000000 Penalty: 13135.300781
	Iteration 49Q: 3 clusters Score -1.008454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -10084532.000000 Penalty: 13135.300781
	Iteration 50Q: 3 clusters Score -1.008453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -10084534.000000 Penalty: 13135.300781
	Iteration 51Q: 3 clusters Score -1.008453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -10084542.000000 Penalty: 13135.300781
	Iteration 52Q: 3 clusters Score -1.008454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -10084542.000000 Penalty: 13135.300781
	Iteration 53Q: 3 clusters Score -1.008454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -10084535.000000 Penalty: 13135.300781
	Iteration 54Q: 3 clusters Score -1.008454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -10084545.000000 Penalty: 13135.300781
	Iteration 55Q: 3 clusters Score -1.008454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -10084544.000000 Penalty: 13135.300781
	Iteration 56Q: 3 clusters Score -1.008454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -10084545.000000 Penalty: 13135.300781
	Iteration 57Q: 3 clusters Score -1.008454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -10084558.000000 Penalty: 13135.300781
	Iteration 58Q: 3 clusters Score -1.008456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -10084556.000000 Penalty: 13135.300781
	Iteration 59Q: 3 clusters Score -1.008456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -10084552.000000 Penalty: 13135.300781
	Iteration 60F: 3 clusters Score -1.008455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -10084549.000000 Penalty: 13135.300781
	Iteration 61Q: 3 clusters Score -1.008455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -10084549.000000 Penalty: 13135.300781
	Iteration 62Q: 3 clusters Score -1.008455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -10084539.000000 Penalty: 13135.300781
	Iteration 63Q: 3 clusters Score -1.008454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -10084540.000000 Penalty: 13135.300781
	Iteration 64Q: 3 clusters Score -1.008454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -10084540.000000 Penalty: 13135.300781
	Iteration 65Q: 3 clusters Score -1.008454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -10084545.000000 Penalty: 13135.300781
	Iteration 66Q: 3 clusters Score -1.008454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -10084545.000000 Penalty: 13135.300781
	Iteration 67F: 3 clusters Score -1.008454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (113155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113155 members 
Entering Unmasked Estep 
Score: -25988324.000000 Penalty: 7127.364746
	Iteration 0F: 2 clusters Score -2.598832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -25912748.000000 Penalty: 14254.729492
	Iteration 0F: 3 clusters Score -2.591275e+07 nChanged 52052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -25941708.000000 Penalty: 14254.729492
	Iteration 1F: 3 clusters Score -2.594171e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -25943488.000000 Penalty: 14254.729492
	Iteration 2Q: 3 clusters Score -2.594349e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -25945742.000000 Penalty: 14254.729492
	Iteration 3Q: 3 clusters Score -2.594574e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -25949090.000000 Penalty: 14254.729492
	Iteration 4F: 3 clusters Score -2.594909e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -25953864.000000 Penalty: 14254.729492
	Iteration 5F: 3 clusters Score -2.595386e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -25959522.000000 Penalty: 14254.729492
	Iteration 6F: 3 clusters Score -2.595952e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -25964820.000000 Penalty: 14254.729492
	Iteration 7F: 3 clusters Score -2.596482e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -25969372.000000 Penalty: 14254.729492
	Iteration 8F: 3 clusters Score -2.596937e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -25972966.000000 Penalty: 14254.729492
	Iteration 9Q: 3 clusters Score -2.597297e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 99479 members 
Entering Unmasked Estep 
Score: -25975508.000000 Penalty: 14254.729492
	Iteration 10Q: 3 clusters Score -2.597551e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 101442 members 
Entering Unmasked Estep 
Score: -25977408.000000 Penalty: 14254.729492
	Iteration 11Q: 3 clusters Score -2.597741e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 102850 members 
Entering Unmasked Estep 
Score: -25978550.000000 Penalty: 14254.729492
	Iteration 12Q: 3 clusters Score -2.597855e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -25979410.000000 Penalty: 14254.729492
	Iteration 13Q: 3 clusters Score -2.597941e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -25979984.000000 Penalty: 14254.729492
	Iteration 14Q: 3 clusters Score -2.597998e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
Score: -25980592.000000 Penalty: 14254.729492
	Iteration 15Q: 3 clusters Score -2.598059e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -25981014.000000 Penalty: 14254.729492
	Iteration 16Q: 3 clusters Score -2.598101e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 106327 members 
Entering Unmasked Estep 
Score: -25981486.000000 Penalty: 14254.729492
	Iteration 17Q: 3 clusters Score -2.598149e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -25981788.000000 Penalty: 14254.729492
	Iteration 18Q: 3 clusters Score -2.598179e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 106973 members 
Entering Unmasked Estep 
Score: -25982060.000000 Penalty: 14254.729492
	Iteration 19Q: 3 clusters Score -2.598206e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -25982228.000000 Penalty: 14254.729492
	Iteration 20F: 3 clusters Score -2.598223e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 107460 members 
Entering Unmasked Estep 
Score: -25982428.000000 Penalty: 14254.729492
	Iteration 21Q: 3 clusters Score -2.598243e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 107640 members 
Entering Unmasked Estep 
Score: -25982538.000000 Penalty: 14254.729492
	Iteration 22Q: 3 clusters Score -2.598254e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -25982574.000000 Penalty: 14254.729492
	Iteration 23Q: 3 clusters Score -2.598257e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 107908 members 
Entering Unmasked Estep 
Score: -25982636.000000 Penalty: 14254.729492
	Iteration 24Q: 3 clusters Score -2.598264e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 108026 members 
Entering Unmasked Estep 
Score: -25982664.000000 Penalty: 14254.729492
	Iteration 25Q: 3 clusters Score -2.598266e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 108127 members 
Entering Unmasked Estep 
Score: -25982680.000000 Penalty: 14254.729492
	Iteration 26Q: 3 clusters Score -2.598268e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 108200 members 
Entering Unmasked Estep 
Score: -25982730.000000 Penalty: 14254.729492
	Iteration 27Q: 3 clusters Score -2.598273e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -25982786.000000 Penalty: 14254.729492
	Iteration 28Q: 3 clusters Score -2.598279e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 108315 members 
Entering Unmasked Estep 
Score: -25982814.000000 Penalty: 14254.729492
	Iteration 29Q: 3 clusters Score -2.598281e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 108354 members 
Entering Unmasked Estep 
Score: -25982860.000000 Penalty: 14254.729492
	Iteration 30Q: 3 clusters Score -2.598286e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 108393 members 
Entering Unmasked Estep 
Score: -25982840.000000 Penalty: 14254.729492
	Iteration 31Q: 3 clusters Score -2.598284e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
Score: -25982844.000000 Penalty: 14254.729492
	Iteration 32Q: 3 clusters Score -2.598284e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 108467 members 
Entering Unmasked Estep 
Score: -25982854.000000 Penalty: 14254.729492
	Iteration 33Q: 3 clusters Score -2.598285e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -25982900.000000 Penalty: 14254.729492
	Iteration 34Q: 3 clusters Score -2.59829e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 108530 members 
Entering Unmasked Estep 
Score: -25982898.000000 Penalty: 14254.729492
	Iteration 35Q: 3 clusters Score -2.59829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -25982870.000000 Penalty: 14254.729492
	Iteration 36Q: 3 clusters Score -2.598287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 108563 members 
Entering Unmasked Estep 
Score: -25982878.000000 Penalty: 14254.729492
	Iteration 37Q: 3 clusters Score -2.598288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 108580 members 
Entering Unmasked Estep 
Score: -25982914.000000 Penalty: 14254.729492
	Iteration 38Q: 3 clusters Score -2.598291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 108590 members 
Entering Unmasked Estep 
Score: -25982908.000000 Penalty: 14254.729492
	Iteration 39Q: 3 clusters Score -2.598291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -25982908.000000 Penalty: 14254.729492
	Iteration 40F: 3 clusters Score -2.598291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -25982924.000000 Penalty: 14254.729492
	Iteration 41Q: 3 clusters Score -2.598292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 108626 members 
Entering Unmasked Estep 
Score: -25982926.000000 Penalty: 14254.729492
	Iteration 42Q: 3 clusters Score -2.598293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 108639 members 
Entering Unmasked Estep 
Score: -25982930.000000 Penalty: 14254.729492
	Iteration 43Q: 3 clusters Score -2.598293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -25982946.000000 Penalty: 14254.729492
	Iteration 44Q: 3 clusters Score -2.598295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 108662 members 
Entering Unmasked Estep 
Score: -25982960.000000 Penalty: 14254.729492
	Iteration 45Q: 3 clusters Score -2.598296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 108678 members 
Entering Unmasked Estep 
Score: -25982978.000000 Penalty: 14254.729492
	Iteration 46Q: 3 clusters Score -2.598298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -25982984.000000 Penalty: 14254.729492
	Iteration 47Q: 3 clusters Score -2.598298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 108699 members 
Entering Unmasked Estep 
Score: -25983014.000000 Penalty: 14254.729492
	Iteration 48Q: 3 clusters Score -2.598301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 108704 members 
Entering Unmasked Estep 
Score: -25983012.000000 Penalty: 14254.729492
	Iteration 49Q: 3 clusters Score -2.598301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 108708 members 
Entering Unmasked Estep 
Score: -25983018.000000 Penalty: 14254.729492
	Iteration 50Q: 3 clusters Score -2.598302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 108715 members 
Entering Unmasked Estep 
Score: -25982984.000000 Penalty: 14254.729492
	Iteration 51Q: 3 clusters Score -2.598298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 108725 members 
Entering Unmasked Estep 
Score: -25983028.000000 Penalty: 14254.729492
	Iteration 52Q: 3 clusters Score -2.598303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 108734 members 
Entering Unmasked Estep 
Score: -25983020.000000 Penalty: 14254.729492
	Iteration 53Q: 3 clusters Score -2.598302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 108747 members 
Entering Unmasked Estep 
Score: -25983036.000000 Penalty: 14254.729492
	Iteration 54Q: 3 clusters Score -2.598304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 108757 members 
Entering Unmasked Estep 
Score: -25983054.000000 Penalty: 14254.729492
	Iteration 55Q: 3 clusters Score -2.598305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 108769 members 
Entering Unmasked Estep 
Score: -25983060.000000 Penalty: 14254.729492
	Iteration 56Q: 3 clusters Score -2.598306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 108780 members 
Entering Unmasked Estep 
Score: -25983050.000000 Penalty: 14254.729492
	Iteration 57Q: 3 clusters Score -2.598305e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 108799 members 
Entering Unmasked Estep 
Score: -25983056.000000 Penalty: 14254.729492
	Iteration 58Q: 3 clusters Score -2.598306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 108811 members 
Entering Unmasked Estep 
Score: -25983058.000000 Penalty: 14254.729492
	Iteration 59Q: 3 clusters Score -2.598306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -25983040.000000 Penalty: 14254.729492
	Iteration 60F: 3 clusters Score -2.598304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -25983054.000000 Penalty: 14254.729492
	Iteration 61Q: 3 clusters Score -2.598305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 108832 members 
Entering Unmasked Estep 
Score: -25983040.000000 Penalty: 14254.729492
	Iteration 62Q: 3 clusters Score -2.598304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 108835 members 
Entering Unmasked Estep 
Score: -25983074.000000 Penalty: 14254.729492
	Iteration 63Q: 3 clusters Score -2.598307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 108840 members 
Entering Unmasked Estep 
Score: -25983086.000000 Penalty: 14254.729492
	Iteration 64Q: 3 clusters Score -2.598309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -25983068.000000 Penalty: 14254.729492
	Iteration 65Q: 3 clusters Score -2.598307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 108842 members 
Entering Unmasked Estep 
Score: -25983064.000000 Penalty: 14254.729492
	Iteration 66Q: 3 clusters Score -2.598306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -25983086.000000 Penalty: 14254.729492
	Iteration 67Q: 3 clusters Score -2.598309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 108846 members 
Entering Unmasked Estep 
Score: -25983078.000000 Penalty: 14254.729492
	Iteration 68Q: 3 clusters Score -2.598308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 108848 members 
Entering Unmasked Estep 
Score: -25983076.000000 Penalty: 14254.729492
	Iteration 69Q: 3 clusters Score -2.598308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 108848 members 
Entering Unmasked Estep 
Score: -25983076.000000 Penalty: 14254.729492
	Iteration 70Q: 3 clusters Score -2.598308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 108851 members 
Entering Unmasked Estep 
Score: -25983050.000000 Penalty: 14254.729492
	Iteration 71Q: 3 clusters Score -2.598305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -25983066.000000 Penalty: 14254.729492
	Iteration 72Q: 3 clusters Score -2.598307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 108858 members 
Entering Unmasked Estep 
Score: -25983076.000000 Penalty: 14254.729492
	Iteration 73Q: 3 clusters Score -2.598308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 108861 members 
Entering Unmasked Estep 
Score: -25983070.000000 Penalty: 14254.729492
	Iteration 74Q: 3 clusters Score -2.598307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 108863 members 
Entering Unmasked Estep 
Score: -25983066.000000 Penalty: 14254.729492
	Iteration 75Q: 3 clusters Score -2.598307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 108866 members 
Entering Unmasked Estep 
Score: -25983068.000000 Penalty: 14254.729492
	Iteration 76Q: 3 clusters Score -2.598307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 108867 members 
Entering Unmasked Estep 
Score: -25983054.000000 Penalty: 14254.729492
	Iteration 77Q: 3 clusters Score -2.598305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 108867 members 
Entering Unmasked Estep 
Score: -25983054.000000 Penalty: 14254.729492
	Iteration 78F: 3 clusters Score -2.598305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Entering Unmasked Estep 
Score: -24610354.000000 Penalty: 7099.372070
	Iteration 0F: 2 clusters Score -2.461035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -24537456.000000 Penalty: 14198.744141
	Iteration 0F: 3 clusters Score -2.453746e+07 nChanged 49590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -24564820.000000 Penalty: 14198.744141
	Iteration 1F: 3 clusters Score -2.456482e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -24566132.000000 Penalty: 14198.744141
	Iteration 2Q: 3 clusters Score -2.456613e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -24567520.000000 Penalty: 14198.744141
	Iteration 3Q: 3 clusters Score -2.456752e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -24569380.000000 Penalty: 14198.744141
	Iteration 4Q: 3 clusters Score -2.456938e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -24572130.000000 Penalty: 14198.744141
	Iteration 5F: 3 clusters Score -2.457213e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -24576252.000000 Penalty: 14198.744141
	Iteration 6F: 3 clusters Score -2.457625e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -24582140.000000 Penalty: 14198.744141
	Iteration 7F: 3 clusters Score -2.458214e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -24588576.000000 Penalty: 14198.744141
	Iteration 8F: 3 clusters Score -2.458858e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -24595476.000000 Penalty: 14198.744141
	Iteration 9F: 3 clusters Score -2.459548e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -24603996.000000 Penalty: 14198.744141
	Iteration 10Q: 3 clusters Score -2.4604e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -24610470.000000 Penalty: 14198.744141
	Iteration 11Q: 3 clusters Score -2.461047e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -24612344.000000 Penalty: 14198.744141
	Iteration 12Q: 3 clusters Score -2.461234e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -24612980.000000 Penalty: 14198.744141
	Iteration 13Q: 3 clusters Score -2.461298e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -24613330.000000 Penalty: 14198.744141
	Iteration 14Q: 3 clusters Score -2.461333e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -24613628.000000 Penalty: 14198.744141
	Iteration 15Q: 3 clusters Score -2.461363e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 87482 members 
Entering Unmasked Estep 
Score: -24613738.000000 Penalty: 14198.744141
	Iteration 16Q: 3 clusters Score -2.461374e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 87077 members 
Entering Unmasked Estep 
Score: -24613822.000000 Penalty: 14198.744141
	Iteration 17Q: 3 clusters Score -2.461382e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -24613816.000000 Penalty: 14198.744141
	Iteration 18Q: 3 clusters Score -2.461382e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -24613886.000000 Penalty: 14198.744141
	Iteration 19Q: 3 clusters Score -2.461389e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 86236 members 
Entering Unmasked Estep 
Score: -24613928.000000 Penalty: 14198.744141
	Iteration 20F: 3 clusters Score -2.461393e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -24614004.000000 Penalty: 14198.744141
	Iteration 21Q: 3 clusters Score -2.4614e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -24613998.000000 Penalty: 14198.744141
	Iteration 22Q: 3 clusters Score -2.4614e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -24614044.000000 Penalty: 14198.744141
	Iteration 23Q: 3 clusters Score -2.461404e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -24614012.000000 Penalty: 14198.744141
	Iteration 24Q: 3 clusters Score -2.461401e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -24614026.000000 Penalty: 14198.744141
	Iteration 25Q: 3 clusters Score -2.461403e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -24614016.000000 Penalty: 14198.744141
	Iteration 26Q: 3 clusters Score -2.461402e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -24614022.000000 Penalty: 14198.744141
	Iteration 27Q: 3 clusters Score -2.461402e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -24614024.000000 Penalty: 14198.744141
	Iteration 28Q: 3 clusters Score -2.461402e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -24614022.000000 Penalty: 14198.744141
	Iteration 29Q: 3 clusters Score -2.461402e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -24613996.000000 Penalty: 14198.744141
	Iteration 30Q: 3 clusters Score -2.4614e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -24614006.000000 Penalty: 14198.744141
	Iteration 31Q: 3 clusters Score -2.461401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -24614000.000000 Penalty: 14198.744141
	Iteration 32Q: 3 clusters Score -2.4614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 85319 members 
Entering Unmasked Estep 
Score: -24613984.000000 Penalty: 14198.744141
	Iteration 33Q: 3 clusters Score -2.461398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 85299 members 
Entering Unmasked Estep 
Score: -24614020.000000 Penalty: 14198.744141
	Iteration 34Q: 3 clusters Score -2.461402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -24614016.000000 Penalty: 14198.744141
	Iteration 35Q: 3 clusters Score -2.461402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -24614012.000000 Penalty: 14198.744141
	Iteration 36Q: 3 clusters Score -2.461401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 85262 members 
Entering Unmasked Estep 
Score: -24613988.000000 Penalty: 14198.744141
	Iteration 37Q: 3 clusters Score -2.461399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 85256 members 
Entering Unmasked Estep 
Score: -24614000.000000 Penalty: 14198.744141
	Iteration 38Q: 3 clusters Score -2.4614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -24613998.000000 Penalty: 14198.744141
	Iteration 39Q: 3 clusters Score -2.4614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -24614008.000000 Penalty: 14198.744141
	Iteration 40F: 3 clusters Score -2.461401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 85237 members 
Entering Unmasked Estep 
Score: -24614014.000000 Penalty: 14198.744141
	Iteration 41Q: 3 clusters Score -2.461401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -24614022.000000 Penalty: 14198.744141
	Iteration 42Q: 3 clusters Score -2.461402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -24614026.000000 Penalty: 14198.744141
	Iteration 43Q: 3 clusters Score -2.461403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -24614024.000000 Penalty: 14198.744141
	Iteration 44Q: 3 clusters Score -2.461402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -24614032.000000 Penalty: 14198.744141
	Iteration 45Q: 3 clusters Score -2.461403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -24614040.000000 Penalty: 14198.744141
	Iteration 46Q: 3 clusters Score -2.461404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 85216 members 
Entering Unmasked Estep 
Score: -24614044.000000 Penalty: 14198.744141
	Iteration 47Q: 3 clusters Score -2.461404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 85213 members 
Entering Unmasked Estep 
Score: -24614048.000000 Penalty: 14198.744141
	Iteration 48Q: 3 clusters Score -2.461405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -24614042.000000 Penalty: 14198.744141
	Iteration 49Q: 3 clusters Score -2.461404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -24614026.000000 Penalty: 14198.744141
	Iteration 50Q: 3 clusters Score -2.461403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -24614020.000000 Penalty: 14198.744141
	Iteration 51Q: 3 clusters Score -2.461402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 85196 members 
Entering Unmasked Estep 
Score: -24614012.000000 Penalty: 14198.744141
	Iteration 52Q: 3 clusters Score -2.461401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -24614018.000000 Penalty: 14198.744141
	Iteration 53Q: 3 clusters Score -2.461402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -24614006.000000 Penalty: 14198.744141
	Iteration 54Q: 3 clusters Score -2.461401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -24614006.000000 Penalty: 14198.744141
	Iteration 55F: 3 clusters Score -2.461401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 95747 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 59808 members 
Mstep: Class 6 contains 16621 members 
Mstep: Class 7 contains 15813 members 
Mstep: Class 8 contains 85193 members 
Mstep: Class 9 contains 45374 members 
Mstep: Class 10 contains 113155 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 93220 members 
Mstep: Class 13 contains 44823 members 
Mstep: Class 14 contains 145252 members 
Mstep: Class 15 contains 17351 members 
Mstep: Class 16 contains 34176 members 
Mstep: Class 17 contains 122977 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 36659 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 116675 members 
Mstep: Class 23 contains 118623 members 
Entering Unmasked Estep 
Score: -272386848.000000 Penalty: 197397.765625
Splitting cluster 11 changes total score from -272383296.000000 to -272386848.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 12 (93220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93220 members 
Entering Unmasked Estep 
Score: -21330174.000000 Penalty: 7008.664551
	Iteration 0F: 2 clusters Score -2.133017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -21267138.000000 Penalty: 14017.329102
	Iteration 0F: 3 clusters Score -2.126714e+07 nChanged 42435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -21290154.000000 Penalty: 14017.329102
	Iteration 1F: 3 clusters Score -2.129015e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -21291176.000000 Penalty: 14017.329102
	Iteration 2Q: 3 clusters Score -2.129118e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -21292244.000000 Penalty: 14017.329102
	Iteration 3Q: 3 clusters Score -2.129224e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -21293354.000000 Penalty: 14017.329102
	Iteration 4Q: 3 clusters Score -2.129335e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -21294484.000000 Penalty: 14017.329102
	Iteration 5Q: 3 clusters Score -2.129448e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -21295976.000000 Penalty: 14017.329102
	Iteration 6Q: 3 clusters Score -2.129598e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -21298284.000000 Penalty: 14017.329102
	Iteration 7Q: 3 clusters Score -2.129828e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -21301558.000000 Penalty: 14017.329102
	Iteration 8F: 3 clusters Score -2.130156e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -21305414.000000 Penalty: 14017.329102
	Iteration 9F: 3 clusters Score -2.130541e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -21309854.000000 Penalty: 14017.329102
	Iteration 10F: 3 clusters Score -2.130985e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -21314250.000000 Penalty: 14017.329102
	Iteration 11F: 3 clusters Score -2.131425e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -21317604.000000 Penalty: 14017.329102
	Iteration 12Q: 3 clusters Score -2.13176e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -21320162.000000 Penalty: 14017.329102
	Iteration 13Q: 3 clusters Score -2.132016e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -21321780.000000 Penalty: 14017.329102
	Iteration 14Q: 3 clusters Score -2.132178e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -21322748.000000 Penalty: 14017.329102
	Iteration 15Q: 3 clusters Score -2.132275e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -21323292.000000 Penalty: 14017.329102
	Iteration 16Q: 3 clusters Score -2.132329e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -21323538.000000 Penalty: 14017.329102
	Iteration 17Q: 3 clusters Score -2.132354e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 91784 members 
Entering Unmasked Estep 
Score: -21323776.000000 Penalty: 14017.329102
	Iteration 18Q: 3 clusters Score -2.132378e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -21323866.000000 Penalty: 14017.329102
	Iteration 19Q: 3 clusters Score -2.132387e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 91983 members 
Entering Unmasked Estep 
Score: -21324004.000000 Penalty: 14017.329102
	Iteration 20F: 3 clusters Score -2.1324e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -21324068.000000 Penalty: 14017.329102
	Iteration 21Q: 3 clusters Score -2.132407e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 92066 members 
Entering Unmasked Estep 
Score: -21324100.000000 Penalty: 14017.329102
	Iteration 22Q: 3 clusters Score -2.13241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 92084 members 
Entering Unmasked Estep 
Score: -21324128.000000 Penalty: 14017.329102
	Iteration 23Q: 3 clusters Score -2.132413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -21324144.000000 Penalty: 14017.329102
	Iteration 24Q: 3 clusters Score -2.132414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -21324158.000000 Penalty: 14017.329102
	Iteration 25Q: 3 clusters Score -2.132416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -21324158.000000 Penalty: 14017.329102
	Iteration 26Q: 3 clusters Score -2.132416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 92122 members 
Entering Unmasked Estep 
Score: -21324166.000000 Penalty: 14017.329102
	Iteration 27Q: 3 clusters Score -2.132417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -21324186.000000 Penalty: 14017.329102
	Iteration 28Q: 3 clusters Score -2.132419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -21324218.000000 Penalty: 14017.329102
	Iteration 29Q: 3 clusters Score -2.132422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -21324212.000000 Penalty: 14017.329102
	Iteration 30Q: 3 clusters Score -2.132421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 92146 members 
Entering Unmasked Estep 
Score: -21324202.000000 Penalty: 14017.329102
	Iteration 31Q: 3 clusters Score -2.13242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -21324192.000000 Penalty: 14017.329102
	Iteration 32Q: 3 clusters Score -2.132419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 92150 members 
Entering Unmasked Estep 
Score: -21324216.000000 Penalty: 14017.329102
	Iteration 33Q: 3 clusters Score -2.132422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 92153 members 
Entering Unmasked Estep 
Score: -21324200.000000 Penalty: 14017.329102
	Iteration 34Q: 3 clusters Score -2.13242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -21324200.000000 Penalty: 14017.329102
	Iteration 35Q: 3 clusters Score -2.13242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -21324220.000000 Penalty: 14017.329102
	Iteration 36Q: 3 clusters Score -2.132422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -21324210.000000 Penalty: 14017.329102
	Iteration 37Q: 3 clusters Score -2.132421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -21324216.000000 Penalty: 14017.329102
	Iteration 38Q: 3 clusters Score -2.132422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 92180 members 
Entering Unmasked Estep 
Score: -21324234.000000 Penalty: 14017.329102
	Iteration 39Q: 3 clusters Score -2.132423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -21324238.000000 Penalty: 14017.329102
	Iteration 40F: 3 clusters Score -2.132424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -21324228.000000 Penalty: 14017.329102
	Iteration 41Q: 3 clusters Score -2.132423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 92189 members 
Entering Unmasked Estep 
Score: -21324228.000000 Penalty: 14017.329102
	Iteration 42Q: 3 clusters Score -2.132423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 92190 members 
Entering Unmasked Estep 
Score: -21324252.000000 Penalty: 14017.329102
	Iteration 43Q: 3 clusters Score -2.132425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -21324244.000000 Penalty: 14017.329102
	Iteration 44Q: 3 clusters Score -2.132424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -21324244.000000 Penalty: 14017.329102
	Iteration 45F: 3 clusters Score -2.132424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Entering Unmasked Estep 
Score: -9822552.000000 Penalty: 6560.166992
	Iteration 0F: 2 clusters Score -9822552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -9790258.000000 Penalty: 13120.333984
	Iteration 0F: 3 clusters Score -9790258 nChanged 19585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -9800930.000000 Penalty: 13120.333984
	Iteration 1F: 3 clusters Score -9800930 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -9801953.000000 Penalty: 13120.333984
	Iteration 2F: 3 clusters Score -9801953 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -9802759.000000 Penalty: 13120.333984
	Iteration 3Q: 3 clusters Score -9802759 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -9803496.000000 Penalty: 13120.333984
	Iteration 4Q: 3 clusters Score -9803496 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -9804231.000000 Penalty: 13120.333984
	Iteration 5Q: 3 clusters Score -9804231 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -9804797.000000 Penalty: 13120.333984
	Iteration 6Q: 3 clusters Score -9804797 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -9805395.000000 Penalty: 13120.333984
	Iteration 7Q: 3 clusters Score -9805395 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -9805987.000000 Penalty: 13120.333984
	Iteration 8Q: 3 clusters Score -9805987 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -9806573.000000 Penalty: 13120.333984
	Iteration 9Q: 3 clusters Score -9806573 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -9807233.000000 Penalty: 13120.333984
	Iteration 10Q: 3 clusters Score -9807233 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -9807987.000000 Penalty: 13120.333984
	Iteration 11Q: 3 clusters Score -9807987 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -9808797.000000 Penalty: 13120.333984
	Iteration 12Q: 3 clusters Score -9808797 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -9809606.000000 Penalty: 13120.333984
	Iteration 13Q: 3 clusters Score -9809606 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -9810509.000000 Penalty: 13120.333984
	Iteration 14Q: 3 clusters Score -9810509 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -9811394.000000 Penalty: 13120.333984
	Iteration 15Q: 3 clusters Score -9811394 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -9812246.000000 Penalty: 13120.333984
	Iteration 16Q: 3 clusters Score -9812246 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -9813206.000000 Penalty: 13120.333984
	Iteration 17Q: 3 clusters Score -9813206 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -9814019.000000 Penalty: 13120.333984
	Iteration 18Q: 3 clusters Score -9814019 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -9814640.000000 Penalty: 13120.333984
	Iteration 19Q: 3 clusters Score -9814640 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -9815111.000000 Penalty: 13120.333984
	Iteration 20F: 3 clusters Score -9815111 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -9815442.000000 Penalty: 13120.333984
	Iteration 21Q: 3 clusters Score -9815442 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -9815750.000000 Penalty: 13120.333984
	Iteration 22Q: 3 clusters Score -9815750 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -9816043.000000 Penalty: 13120.333984
	Iteration 23Q: 3 clusters Score -9816043 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -9816216.000000 Penalty: 13120.333984
	Iteration 24Q: 3 clusters Score -9816216 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -9816363.000000 Penalty: 13120.333984
	Iteration 25Q: 3 clusters Score -9816363 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -9816509.000000 Penalty: 13120.333984
	Iteration 26Q: 3 clusters Score -9816509 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -9816612.000000 Penalty: 13120.333984
	Iteration 27Q: 3 clusters Score -9816612 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -9816746.000000 Penalty: 13120.333984
	Iteration 28Q: 3 clusters Score -9816746 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -9816840.000000 Penalty: 13120.333984
	Iteration 29Q: 3 clusters Score -9816840 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -9816915.000000 Penalty: 13120.333984
	Iteration 30Q: 3 clusters Score -9816915 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -9816983.000000 Penalty: 13120.333984
	Iteration 31Q: 3 clusters Score -9816983 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -9817030.000000 Penalty: 13120.333984
	Iteration 32Q: 3 clusters Score -9817030 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -9817097.000000 Penalty: 13120.333984
	Iteration 33Q: 3 clusters Score -9817097 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -9817141.000000 Penalty: 13120.333984
	Iteration 34Q: 3 clusters Score -9817141 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -9817165.000000 Penalty: 13120.333984
	Iteration 35Q: 3 clusters Score -9817165 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -9817197.000000 Penalty: 13120.333984
	Iteration 36Q: 3 clusters Score -9817197 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -9817244.000000 Penalty: 13120.333984
	Iteration 37Q: 3 clusters Score -9817244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -9817291.000000 Penalty: 13120.333984
	Iteration 38Q: 3 clusters Score -9817291 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -9817302.000000 Penalty: 13120.333984
	Iteration 39Q: 3 clusters Score -9817302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -9817322.000000 Penalty: 13120.333984
	Iteration 40F: 3 clusters Score -9817322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -9817339.000000 Penalty: 13120.333984
	Iteration 41Q: 3 clusters Score -9817339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -9817343.000000 Penalty: 13120.333984
	Iteration 42Q: 3 clusters Score -9817343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -9817363.000000 Penalty: 13120.333984
	Iteration 43Q: 3 clusters Score -9817363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -9817391.000000 Penalty: 13120.333984
	Iteration 44Q: 3 clusters Score -9817391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -9817402.000000 Penalty: 13120.333984
	Iteration 45Q: 3 clusters Score -9817402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -9817395.000000 Penalty: 13120.333984
	Iteration 46Q: 3 clusters Score -9817395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -9817420.000000 Penalty: 13120.333984
	Iteration 47Q: 3 clusters Score -9817420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -9817414.000000 Penalty: 13120.333984
	Iteration 48Q: 3 clusters Score -9817414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -9817418.000000 Penalty: 13120.333984
	Iteration 49Q: 3 clusters Score -9817418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -9817424.000000 Penalty: 13120.333984
	Iteration 50Q: 3 clusters Score -9817424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -9817430.000000 Penalty: 13120.333984
	Iteration 51Q: 3 clusters Score -9817430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -9817443.000000 Penalty: 13120.333984
	Iteration 52Q: 3 clusters Score -9817443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -9817425.000000 Penalty: 13120.333984
	Iteration 53Q: 3 clusters Score -9817425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -9817424.000000 Penalty: 13120.333984
	Iteration 54Q: 3 clusters Score -9817424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -9817417.000000 Penalty: 13120.333984
	Iteration 55Q: 3 clusters Score -9817417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -9817438.000000 Penalty: 13120.333984
	Iteration 56Q: 3 clusters Score -9817438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -9817426.000000 Penalty: 13120.333984
	Iteration 57Q: 3 clusters Score -9817426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -9817430.000000 Penalty: 13120.333984
	Iteration 58Q: 3 clusters Score -9817430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -9817434.000000 Penalty: 13120.333984
	Iteration 59Q: 3 clusters Score -9817434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -9817429.000000 Penalty: 13120.333984
	Iteration 60F: 3 clusters Score -9817429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -9817449.000000 Penalty: 13120.333984
	Iteration 61Q: 3 clusters Score -9817449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -9817444.000000 Penalty: 13120.333984
	Iteration 62Q: 3 clusters Score -9817444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -9817447.000000 Penalty: 13120.333984
	Iteration 63Q: 3 clusters Score -9817447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -9817446.000000 Penalty: 13120.333984
	Iteration 64Q: 3 clusters Score -9817446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -9817452.000000 Penalty: 13120.333984
	Iteration 65Q: 3 clusters Score -9817452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -9817449.000000 Penalty: 13120.333984
	Iteration 66Q: 3 clusters Score -9817449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -9817437.000000 Penalty: 13120.333984
	Iteration 67Q: 3 clusters Score -9817437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -9817431.000000 Penalty: 13120.333984
	Iteration 68Q: 3 clusters Score -9817431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -9817428.000000 Penalty: 13120.333984
	Iteration 69Q: 3 clusters Score -9817428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -9817423.000000 Penalty: 13120.333984
	Iteration 70Q: 3 clusters Score -9817423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -9817427.000000 Penalty: 13120.333984
	Iteration 71Q: 3 clusters Score -9817427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -9817427.000000 Penalty: 13120.333984
	Iteration 72Q: 3 clusters Score -9817427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -9817436.000000 Penalty: 13120.333984
	Iteration 73Q: 3 clusters Score -9817436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -9817435.000000 Penalty: 13120.333984
	Iteration 74Q: 3 clusters Score -9817435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -9817440.000000 Penalty: 13120.333984
	Iteration 75Q: 3 clusters Score -9817440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -9817440.000000 Penalty: 13120.333984
	Iteration 76F: 3 clusters Score -9817440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (145252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Entering Unmasked Estep 
Score: -33133402.000000 Penalty: 7280.313477
	Iteration 0F: 2 clusters Score -3.31334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -33046456.000000 Penalty: 14560.626953
	Iteration 0F: 3 clusters Score -3.304646e+07 nChanged 67311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -33084394.000000 Penalty: 14560.626953
	Iteration 1F: 3 clusters Score -3.308439e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -33086326.000000 Penalty: 14560.626953
	Iteration 2Q: 3 clusters Score -3.308633e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -33088862.000000 Penalty: 14560.626953
	Iteration 3Q: 3 clusters Score -3.308886e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -33091736.000000 Penalty: 14560.626953
	Iteration 4Q: 3 clusters Score -3.309174e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -33095760.000000 Penalty: 14560.626953
	Iteration 5F: 3 clusters Score -3.309576e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -33100790.000000 Penalty: 14560.626953
	Iteration 6F: 3 clusters Score -3.310079e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -33106478.000000 Penalty: 14560.626953
	Iteration 7F: 3 clusters Score -3.310648e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -33111604.000000 Penalty: 14560.626953
	Iteration 8F: 3 clusters Score -3.31116e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -33115872.000000 Penalty: 14560.626953
	Iteration 9F: 3 clusters Score -3.311587e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -33119364.000000 Penalty: 14560.626953
	Iteration 10Q: 3 clusters Score -3.311936e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112102 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -33122530.000000 Penalty: 14560.626953
	Iteration 11Q: 3 clusters Score -3.312253e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117450 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -33125014.000000 Penalty: 14560.626953
	Iteration 12Q: 3 clusters Score -3.312501e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122379 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -33126566.000000 Penalty: 14560.626953
	Iteration 13Q: 3 clusters Score -3.312657e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126594 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -33127764.000000 Penalty: 14560.626953
	Iteration 14Q: 3 clusters Score -3.312776e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129966 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -33128392.000000 Penalty: 14560.626953
	Iteration 15Q: 3 clusters Score -3.312839e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132628 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -33128878.000000 Penalty: 14560.626953
	Iteration 16Q: 3 clusters Score -3.312888e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134680 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -33129074.000000 Penalty: 14560.626953
	Iteration 17Q: 3 clusters Score -3.312907e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136190 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -33129096.000000 Penalty: 14560.626953
	Iteration 18Q: 3 clusters Score -3.31291e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137319 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -33129208.000000 Penalty: 14560.626953
	Iteration 19Q: 3 clusters Score -3.312921e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138172 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -33129200.000000 Penalty: 14560.626953
	Iteration 20F: 3 clusters Score -3.31292e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138807 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -33129302.000000 Penalty: 14560.626953
	Iteration 21Q: 3 clusters Score -3.31293e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139297 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -33129272.000000 Penalty: 14560.626953
	Iteration 22Q: 3 clusters Score -3.312927e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139677 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -33129260.000000 Penalty: 14560.626953
	Iteration 23Q: 3 clusters Score -3.312926e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139981 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -33129270.000000 Penalty: 14560.626953
	Iteration 24Q: 3 clusters Score -3.312927e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140258 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -33129320.000000 Penalty: 14560.626953
	Iteration 25Q: 3 clusters Score -3.312932e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140461 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -33129344.000000 Penalty: 14560.626953
	Iteration 26Q: 3 clusters Score -3.312934e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140617 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -33129306.000000 Penalty: 14560.626953
	Iteration 27Q: 3 clusters Score -3.312931e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140722 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -33129290.000000 Penalty: 14560.626953
	Iteration 28Q: 3 clusters Score -3.312929e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140811 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -33129262.000000 Penalty: 14560.626953
	Iteration 29Q: 3 clusters Score -3.312926e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140889 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -33129272.000000 Penalty: 14560.626953
	Iteration 30Q: 3 clusters Score -3.312927e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140944 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -33129240.000000 Penalty: 14560.626953
	Iteration 31Q: 3 clusters Score -3.312924e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141000 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -33129244.000000 Penalty: 14560.626953
	Iteration 32Q: 3 clusters Score -3.312924e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141060 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -33129228.000000 Penalty: 14560.626953
	Iteration 33Q: 3 clusters Score -3.312923e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141108 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -33129252.000000 Penalty: 14560.626953
	Iteration 34Q: 3 clusters Score -3.312925e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -33129258.000000 Penalty: 14560.626953
	Iteration 35Q: 3 clusters Score -3.312926e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141202 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -33129268.000000 Penalty: 14560.626953
	Iteration 36Q: 3 clusters Score -3.312927e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141253 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -33129294.000000 Penalty: 14560.626953
	Iteration 37Q: 3 clusters Score -3.312929e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141303 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -33129300.000000 Penalty: 14560.626953
	Iteration 38Q: 3 clusters Score -3.31293e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141347 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -33129304.000000 Penalty: 14560.626953
	Iteration 39Q: 3 clusters Score -3.31293e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141386 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -33129304.000000 Penalty: 14560.626953
	Iteration 40F: 3 clusters Score -3.31293e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141415 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -33129340.000000 Penalty: 14560.626953
	Iteration 41Q: 3 clusters Score -3.312934e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141445 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -33129300.000000 Penalty: 14560.626953
	Iteration 42Q: 3 clusters Score -3.31293e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141479 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -33129304.000000 Penalty: 14560.626953
	Iteration 43Q: 3 clusters Score -3.31293e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141509 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -33129304.000000 Penalty: 14560.626953
	Iteration 44Q: 3 clusters Score -3.31293e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141542 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -33129332.000000 Penalty: 14560.626953
	Iteration 45Q: 3 clusters Score -3.312933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141562 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -33129324.000000 Penalty: 14560.626953
	Iteration 46Q: 3 clusters Score -3.312932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -33129362.000000 Penalty: 14560.626953
	Iteration 47Q: 3 clusters Score -3.312936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -33129362.000000 Penalty: 14560.626953
	Iteration 48Q: 3 clusters Score -3.312936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141611 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -33129346.000000 Penalty: 14560.626953
	Iteration 49Q: 3 clusters Score -3.312935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141627 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -33129334.000000 Penalty: 14560.626953
	Iteration 50Q: 3 clusters Score -3.312933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141642 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -33129322.000000 Penalty: 14560.626953
	Iteration 51Q: 3 clusters Score -3.312932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141655 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -33129302.000000 Penalty: 14560.626953
	Iteration 52Q: 3 clusters Score -3.31293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141663 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -33129304.000000 Penalty: 14560.626953
	Iteration 53Q: 3 clusters Score -3.31293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141668 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -33129302.000000 Penalty: 14560.626953
	Iteration 54Q: 3 clusters Score -3.31293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141681 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -33129304.000000 Penalty: 14560.626953
	Iteration 55Q: 3 clusters Score -3.31293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141685 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -33129284.000000 Penalty: 14560.626953
	Iteration 56Q: 3 clusters Score -3.312928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141688 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -33129274.000000 Penalty: 14560.626953
	Iteration 57Q: 3 clusters Score -3.312927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -33129292.000000 Penalty: 14560.626953
	Iteration 58Q: 3 clusters Score -3.312929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141695 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -33129298.000000 Penalty: 14560.626953
	Iteration 59Q: 3 clusters Score -3.31293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141698 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -33129272.000000 Penalty: 14560.626953
	Iteration 60F: 3 clusters Score -3.312927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141701 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -33129262.000000 Penalty: 14560.626953
	Iteration 61Q: 3 clusters Score -3.312926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -33129286.000000 Penalty: 14560.626953
	Iteration 62Q: 3 clusters Score -3.312929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141707 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -33129278.000000 Penalty: 14560.626953
	Iteration 63Q: 3 clusters Score -3.312928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141710 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -33129274.000000 Penalty: 14560.626953
	Iteration 64Q: 3 clusters Score -3.312927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -33129284.000000 Penalty: 14560.626953
	Iteration 65Q: 3 clusters Score -3.312928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141711 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -33129276.000000 Penalty: 14560.626953
	Iteration 66Q: 3 clusters Score -3.312928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141712 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -33129282.000000 Penalty: 14560.626953
	Iteration 67Q: 3 clusters Score -3.312928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141713 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -33129280.000000 Penalty: 14560.626953
	Iteration 68Q: 3 clusters Score -3.312928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141715 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -33129294.000000 Penalty: 14560.626953
	Iteration 69Q: 3 clusters Score -3.312929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141717 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -33129290.000000 Penalty: 14560.626953
	Iteration 70Q: 3 clusters Score -3.312929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141718 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -33129278.000000 Penalty: 14560.626953
	Iteration 71Q: 3 clusters Score -3.312928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141721 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -33129254.000000 Penalty: 14560.626953
	Iteration 72Q: 3 clusters Score -3.312925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -33129252.000000 Penalty: 14560.626953
	Iteration 73Q: 3 clusters Score -3.312925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141722 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -33129262.000000 Penalty: 14560.626953
	Iteration 74Q: 3 clusters Score -3.312926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -33129260.000000 Penalty: 14560.626953
	Iteration 75Q: 3 clusters Score -3.312926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -33129268.000000 Penalty: 14560.626953
	Iteration 76Q: 3 clusters Score -3.312927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -33129260.000000 Penalty: 14560.626953
	Iteration 77Q: 3 clusters Score -3.312926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -33129282.000000 Penalty: 14560.626953
	Iteration 78Q: 3 clusters Score -3.312928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -33129274.000000 Penalty: 14560.626953
	Iteration 79Q: 3 clusters Score -3.312927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141731 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -33129290.000000 Penalty: 14560.626953
	Iteration 80F: 3 clusters Score -3.312929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141732 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -33129260.000000 Penalty: 14560.626953
	Iteration 81Q: 3 clusters Score -3.312926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141732 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -33129302.000000 Penalty: 14560.626953
	Iteration 82Q: 3 clusters Score -3.31293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141731 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -33129276.000000 Penalty: 14560.626953
	Iteration 83Q: 3 clusters Score -3.312928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141732 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -33129288.000000 Penalty: 14560.626953
	Iteration 84Q: 3 clusters Score -3.312929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141733 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -33129290.000000 Penalty: 14560.626953
	Iteration 85Q: 3 clusters Score -3.312929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141733 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -33129290.000000 Penalty: 14560.626953
	Iteration 86F: 3 clusters Score -3.312929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Entering Unmasked Estep 
Score: -3809349.500000 Penalty: 5978.860352
	Iteration 0F: 2 clusters Score -3809350 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 8662 members 
Entering Unmasked Estep 
Score: -3794548.250000 Penalty: 11957.720703
	Iteration 0F: 3 clusters Score -3794548 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3798427.250000 Penalty: 11957.720703
	Iteration 1F: 3 clusters Score -3798427 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -3799336.000000 Penalty: 11957.720703
	Iteration 2F: 3 clusters Score -3799336 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3800110.000000 Penalty: 11957.720703
	Iteration 3F: 3 clusters Score -3800110 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3800846.000000 Penalty: 11957.720703
	Iteration 4F: 3 clusters Score -3800846 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3801538.750000 Penalty: 11957.720703
	Iteration 5F: 3 clusters Score -3801539 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3802141.250000 Penalty: 11957.720703
	Iteration 6F: 3 clusters Score -3802141 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3802681.000000 Penalty: 11957.720703
	Iteration 7Q: 3 clusters Score -3802681 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3803184.750000 Penalty: 11957.720703
	Iteration 8Q: 3 clusters Score -3803185 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3803625.500000 Penalty: 11957.720703
	Iteration 9Q: 3 clusters Score -3803626 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3803950.000000 Penalty: 11957.720703
	Iteration 10Q: 3 clusters Score -3803950 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3804258.500000 Penalty: 11957.720703
	Iteration 11Q: 3 clusters Score -3804258 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3804513.250000 Penalty: 11957.720703
	Iteration 12Q: 3 clusters Score -3804513 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3804743.000000 Penalty: 11957.720703
	Iteration 13Q: 3 clusters Score -3804743 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3804948.750000 Penalty: 11957.720703
	Iteration 14Q: 3 clusters Score -3804949 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3805100.000000 Penalty: 11957.720703
	Iteration 15Q: 3 clusters Score -3805100 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3805224.500000 Penalty: 11957.720703
	Iteration 16Q: 3 clusters Score -3805224 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3805363.250000 Penalty: 11957.720703
	Iteration 17Q: 3 clusters Score -3805363 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3805495.750000 Penalty: 11957.720703
	Iteration 18Q: 3 clusters Score -3805496 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3805611.000000 Penalty: 11957.720703
	Iteration 19Q: 3 clusters Score -3805611 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3805719.750000 Penalty: 11957.720703
	Iteration 20F: 3 clusters Score -3805720 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3805823.000000 Penalty: 11957.720703
	Iteration 21Q: 3 clusters Score -3805823 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3805920.750000 Penalty: 11957.720703
	Iteration 22Q: 3 clusters Score -3805921 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3806006.250000 Penalty: 11957.720703
	Iteration 23Q: 3 clusters Score -3806006 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3806077.750000 Penalty: 11957.720703
	Iteration 24Q: 3 clusters Score -3806078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3806120.750000 Penalty: 11957.720703
	Iteration 25Q: 3 clusters Score -3806121 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3806173.750000 Penalty: 11957.720703
	Iteration 26Q: 3 clusters Score -3806174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3806214.500000 Penalty: 11957.720703
	Iteration 27Q: 3 clusters Score -3806214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3806255.750000 Penalty: 11957.720703
	Iteration 28Q: 3 clusters Score -3806256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3806288.500000 Penalty: 11957.720703
	Iteration 29Q: 3 clusters Score -3806288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3806317.250000 Penalty: 11957.720703
	Iteration 30Q: 3 clusters Score -3806317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3806345.750000 Penalty: 11957.720703
	Iteration 31Q: 3 clusters Score -3806346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3806384.000000 Penalty: 11957.720703
	Iteration 32Q: 3 clusters Score -3806384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3806407.750000 Penalty: 11957.720703
	Iteration 33Q: 3 clusters Score -3806408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3806437.250000 Penalty: 11957.720703
	Iteration 34Q: 3 clusters Score -3806437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3806465.250000 Penalty: 11957.720703
	Iteration 35Q: 3 clusters Score -3806465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3806487.750000 Penalty: 11957.720703
	Iteration 36Q: 3 clusters Score -3806488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3806510.000000 Penalty: 11957.720703
	Iteration 37Q: 3 clusters Score -3806510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3806523.000000 Penalty: 11957.720703
	Iteration 38Q: 3 clusters Score -3806523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3806533.500000 Penalty: 11957.720703
	Iteration 39Q: 3 clusters Score -3806534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3806560.500000 Penalty: 11957.720703
	Iteration 40F: 3 clusters Score -3806560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3806579.250000 Penalty: 11957.720703
	Iteration 41Q: 3 clusters Score -3806579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3806585.000000 Penalty: 11957.720703
	Iteration 42Q: 3 clusters Score -3806585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3806601.500000 Penalty: 11957.720703
	Iteration 43Q: 3 clusters Score -3806602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3806636.250000 Penalty: 11957.720703
	Iteration 44Q: 3 clusters Score -3806636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3806643.750000 Penalty: 11957.720703
	Iteration 45Q: 3 clusters Score -3806644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3806659.000000 Penalty: 11957.720703
	Iteration 46Q: 3 clusters Score -3806659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3806662.750000 Penalty: 11957.720703
	Iteration 47Q: 3 clusters Score -3806663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3806675.750000 Penalty: 11957.720703
	Iteration 48Q: 3 clusters Score -3806676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3806682.500000 Penalty: 11957.720703
	Iteration 49Q: 3 clusters Score -3806682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3806698.250000 Penalty: 11957.720703
	Iteration 50Q: 3 clusters Score -3806698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3806711.750000 Penalty: 11957.720703
	Iteration 51Q: 3 clusters Score -3806712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3806717.000000 Penalty: 11957.720703
	Iteration 52Q: 3 clusters Score -3806717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3806718.250000 Penalty: 11957.720703
	Iteration 53Q: 3 clusters Score -3806718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3806718.000000 Penalty: 11957.720703
	Iteration 54Q: 3 clusters Score -3806718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3806718.000000 Penalty: 11957.720703
	Iteration 55Q: 3 clusters Score -3806718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3806719.000000 Penalty: 11957.720703
	Iteration 56Q: 3 clusters Score -3806719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3806721.500000 Penalty: 11957.720703
	Iteration 57Q: 3 clusters Score -3806722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3806716.500000 Penalty: 11957.720703
	Iteration 58Q: 3 clusters Score -3806716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3806725.750000 Penalty: 11957.720703
	Iteration 59Q: 3 clusters Score -3806726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3806724.250000 Penalty: 11957.720703
	Iteration 60F: 3 clusters Score -3806724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3806724.500000 Penalty: 11957.720703
	Iteration 61Q: 3 clusters Score -3806724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3806728.250000 Penalty: 11957.720703
	Iteration 62Q: 3 clusters Score -3806728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3806723.750000 Penalty: 11957.720703
	Iteration 63Q: 3 clusters Score -3806724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3806733.500000 Penalty: 11957.720703
	Iteration 64Q: 3 clusters Score -3806734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3806733.500000 Penalty: 11957.720703
	Iteration 65F: 3 clusters Score -3806734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Entering Unmasked Estep 
Score: -7788477.000000 Penalty: 6394.058105
	Iteration 0F: 2 clusters Score -7788477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -7763056.500000 Penalty: 12788.116211
	Iteration 0F: 3 clusters Score -7763056 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -7770935.500000 Penalty: 12788.116211
	Iteration 1F: 3 clusters Score -7770936 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -7772060.000000 Penalty: 12788.116211
	Iteration 2F: 3 clusters Score -7772060 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -7773189.000000 Penalty: 12788.116211
	Iteration 3F: 3 clusters Score -7773189 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -7774292.000000 Penalty: 12788.116211
	Iteration 4F: 3 clusters Score -7774292 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -7775617.500000 Penalty: 12788.116211
	Iteration 5F: 3 clusters Score -7775618 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -7777250.500000 Penalty: 12788.116211
	Iteration 6F: 3 clusters Score -7777250 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -7779163.000000 Penalty: 12788.116211
	Iteration 7F: 3 clusters Score -7779163 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -7781672.000000 Penalty: 12788.116211
	Iteration 8F: 3 clusters Score -7781672 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -7784749.500000 Penalty: 12788.116211
	Iteration 9F: 3 clusters Score -7784750 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -7788350.000000 Penalty: 12788.116211
	Iteration 10F: 3 clusters Score -7788350 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -7791662.500000 Penalty: 12788.116211
	Iteration 11F: 3 clusters Score -7791662 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -7793413.000000 Penalty: 12788.116211
	Iteration 12Q: 3 clusters Score -7793413 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -7793873.500000 Penalty: 12788.116211
	Iteration 13Q: 3 clusters Score -7793874 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -7793995.500000 Penalty: 12788.116211
	Iteration 14Q: 3 clusters Score -7793996 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -7794040.500000 Penalty: 12788.116211
	Iteration 15Q: 3 clusters Score -7794040 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -7794065.000000 Penalty: 12788.116211
	Iteration 16Q: 3 clusters Score -7794065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -7794069.000000 Penalty: 12788.116211
	Iteration 17Q: 3 clusters Score -7794069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -7794070.500000 Penalty: 12788.116211
	Iteration 18Q: 3 clusters Score -7794070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -7794081.500000 Penalty: 12788.116211
	Iteration 19Q: 3 clusters Score -7794082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -7794074.500000 Penalty: 12788.116211
	Iteration 20F: 3 clusters Score -7794074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -7794075.500000 Penalty: 12788.116211
	Iteration 21Q: 3 clusters Score -7794076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -7794072.500000 Penalty: 12788.116211
	Iteration 22Q: 3 clusters Score -7794072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -7794066.000000 Penalty: 12788.116211
	Iteration 23Q: 3 clusters Score -7794066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -7794070.500000 Penalty: 12788.116211
	Iteration 24Q: 3 clusters Score -7794070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -7794068.000000 Penalty: 12788.116211
	Iteration 25Q: 3 clusters Score -7794068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -7794065.000000 Penalty: 12788.116211
	Iteration 26Q: 3 clusters Score -7794065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -7794065.000000 Penalty: 12788.116211
	Iteration 27F: 3 clusters Score -7794065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 95747 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 59808 members 
Mstep: Class 6 contains 16621 members 
Mstep: Class 7 contains 15813 members 
Mstep: Class 8 contains 85193 members 
Mstep: Class 9 contains 45374 members 
Mstep: Class 10 contains 113155 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 93220 members 
Mstep: Class 13 contains 44823 members 
Mstep: Class 14 contains 145252 members 
Mstep: Class 15 contains 17351 members 
Mstep: Class 16 contains 15283 members 
Mstep: Class 17 contains 122977 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 36659 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 116675 members 
Mstep: Class 23 contains 118623 members 
Mstep: Class 24 contains 18893 members 
Entering Unmasked Estep 
Score: -272390560.000000 Penalty: 205980.281250
Splitting cluster 16 changes total score from -272383296.000000 to -272390560.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (122977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122977 members 
Entering Unmasked Estep 
Score: -28361694.000000 Penalty: 7178.348145
	Iteration 0F: 2 clusters Score -2.836169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -28280852.000000 Penalty: 14356.696289
	Iteration 0F: 3 clusters Score -2.828085e+07 nChanged 56700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -28312740.000000 Penalty: 14356.696289
	Iteration 1F: 3 clusters Score -2.831274e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -28314668.000000 Penalty: 14356.696289
	Iteration 2Q: 3 clusters Score -2.831467e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -28317106.000000 Penalty: 14356.696289
	Iteration 3Q: 3 clusters Score -2.831711e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -28320452.000000 Penalty: 14356.696289
	Iteration 4Q: 3 clusters Score -2.832045e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -28324126.000000 Penalty: 14356.696289
	Iteration 5F: 3 clusters Score -2.832413e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -28327450.000000 Penalty: 14356.696289
	Iteration 6F: 3 clusters Score -2.832745e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -28330288.000000 Penalty: 14356.696289
	Iteration 7F: 3 clusters Score -2.833029e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -28332752.000000 Penalty: 14356.696289
	Iteration 8Q: 3 clusters Score -2.833275e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -28335016.000000 Penalty: 14356.696289
	Iteration 9Q: 3 clusters Score -2.833502e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -28337056.000000 Penalty: 14356.696289
	Iteration 10Q: 3 clusters Score -2.833706e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -28339102.000000 Penalty: 14356.696289
	Iteration 11Q: 3 clusters Score -2.83391e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61074 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -28340996.000000 Penalty: 14356.696289
	Iteration 12Q: 3 clusters Score -2.8341e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -28342646.000000 Penalty: 14356.696289
	Iteration 13Q: 3 clusters Score -2.834265e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -28343724.000000 Penalty: 14356.696289
	Iteration 14Q: 3 clusters Score -2.834372e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -28344242.000000 Penalty: 14356.696289
	Iteration 15Q: 3 clusters Score -2.834424e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -28344700.000000 Penalty: 14356.696289
	Iteration 16Q: 3 clusters Score -2.83447e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -28345032.000000 Penalty: 14356.696289
	Iteration 17Q: 3 clusters Score -2.834503e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -28345228.000000 Penalty: 14356.696289
	Iteration 18Q: 3 clusters Score -2.834523e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -28345532.000000 Penalty: 14356.696289
	Iteration 19Q: 3 clusters Score -2.834553e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -28345910.000000 Penalty: 14356.696289
	Iteration 20F: 3 clusters Score -2.834591e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -28346342.000000 Penalty: 14356.696289
	Iteration 21Q: 3 clusters Score -2.834634e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -28346672.000000 Penalty: 14356.696289
	Iteration 22Q: 3 clusters Score -2.834667e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -28347072.000000 Penalty: 14356.696289
	Iteration 23Q: 3 clusters Score -2.834707e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -28347606.000000 Penalty: 14356.696289
	Iteration 24Q: 3 clusters Score -2.834761e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -28347882.000000 Penalty: 14356.696289
	Iteration 25Q: 3 clusters Score -2.834788e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -28348296.000000 Penalty: 14356.696289
	Iteration 26Q: 3 clusters Score -2.83483e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -28348798.000000 Penalty: 14356.696289
	Iteration 27Q: 3 clusters Score -2.83488e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -28349302.000000 Penalty: 14356.696289
	Iteration 28Q: 3 clusters Score -2.83493e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -28349946.000000 Penalty: 14356.696289
	Iteration 29Q: 3 clusters Score -2.834995e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -28350350.000000 Penalty: 14356.696289
	Iteration 30Q: 3 clusters Score -2.835035e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -28350948.000000 Penalty: 14356.696289
	Iteration 31Q: 3 clusters Score -2.835095e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -28351562.000000 Penalty: 14356.696289
	Iteration 32Q: 3 clusters Score -2.835156e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -28352266.000000 Penalty: 14356.696289
	Iteration 33Q: 3 clusters Score -2.835227e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -28352696.000000 Penalty: 14356.696289
	Iteration 34Q: 3 clusters Score -2.83527e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -28353404.000000 Penalty: 14356.696289
	Iteration 35Q: 3 clusters Score -2.83534e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98254 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -28353932.000000 Penalty: 14356.696289
	Iteration 36Q: 3 clusters Score -2.835393e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99727 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -28354586.000000 Penalty: 14356.696289
	Iteration 37Q: 3 clusters Score -2.835459e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -28355034.000000 Penalty: 14356.696289
	Iteration 38Q: 3 clusters Score -2.835503e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102345 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -28355388.000000 Penalty: 14356.696289
	Iteration 39Q: 3 clusters Score -2.835539e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -28355930.000000 Penalty: 14356.696289
	Iteration 40F: 3 clusters Score -2.835593e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -28356090.000000 Penalty: 14356.696289
	Iteration 41Q: 3 clusters Score -2.835609e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105464 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -28356364.000000 Penalty: 14356.696289
	Iteration 42Q: 3 clusters Score -2.835636e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -28356680.000000 Penalty: 14356.696289
	Iteration 43Q: 3 clusters Score -2.835668e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -28357024.000000 Penalty: 14356.696289
	Iteration 44Q: 3 clusters Score -2.835702e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -28357328.000000 Penalty: 14356.696289
	Iteration 45Q: 3 clusters Score -2.835733e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -28357568.000000 Penalty: 14356.696289
	Iteration 46Q: 3 clusters Score -2.835757e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109152 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -28358130.000000 Penalty: 14356.696289
	Iteration 47Q: 3 clusters Score -2.835813e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109802 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -28358980.000000 Penalty: 14356.696289
	Iteration 48Q: 3 clusters Score -2.835898e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110425 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -28359884.000000 Penalty: 14356.696289
	Iteration 49Q: 3 clusters Score -2.835988e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -28360526.000000 Penalty: 14356.696289
	Iteration 50Q: 3 clusters Score -2.836053e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111370 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -28360806.000000 Penalty: 14356.696289
	Iteration 51Q: 3 clusters Score -2.836081e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111639 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -28360932.000000 Penalty: 14356.696289
	Iteration 52Q: 3 clusters Score -2.836093e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111818 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -28361006.000000 Penalty: 14356.696289
	Iteration 53Q: 3 clusters Score -2.836101e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111959 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -28361040.000000 Penalty: 14356.696289
	Iteration 54Q: 3 clusters Score -2.836104e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112051 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -28361062.000000 Penalty: 14356.696289
	Iteration 55Q: 3 clusters Score -2.836106e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112126 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -28361030.000000 Penalty: 14356.696289
	Iteration 56Q: 3 clusters Score -2.836103e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112195 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -28361020.000000 Penalty: 14356.696289
	Iteration 57Q: 3 clusters Score -2.836102e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112250 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -28361008.000000 Penalty: 14356.696289
	Iteration 58Q: 3 clusters Score -2.836101e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112292 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -28361052.000000 Penalty: 14356.696289
	Iteration 59Q: 3 clusters Score -2.836105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -28361032.000000 Penalty: 14356.696289
	Iteration 60F: 3 clusters Score -2.836103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112349 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -28361042.000000 Penalty: 14356.696289
	Iteration 61Q: 3 clusters Score -2.836104e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112375 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -28361038.000000 Penalty: 14356.696289
	Iteration 62Q: 3 clusters Score -2.836104e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -28361048.000000 Penalty: 14356.696289
	Iteration 63Q: 3 clusters Score -2.836105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112415 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -28361080.000000 Penalty: 14356.696289
	Iteration 64Q: 3 clusters Score -2.836108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112427 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -28361056.000000 Penalty: 14356.696289
	Iteration 65Q: 3 clusters Score -2.836106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112436 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -28361052.000000 Penalty: 14356.696289
	Iteration 66Q: 3 clusters Score -2.836105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112444 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -28361062.000000 Penalty: 14356.696289
	Iteration 67Q: 3 clusters Score -2.836106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112445 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -28361056.000000 Penalty: 14356.696289
	Iteration 68Q: 3 clusters Score -2.836106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112446 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -28361062.000000 Penalty: 14356.696289
	Iteration 69Q: 3 clusters Score -2.836106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112447 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -28361048.000000 Penalty: 14356.696289
	Iteration 70Q: 3 clusters Score -2.836105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112448 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -28361060.000000 Penalty: 14356.696289
	Iteration 71Q: 3 clusters Score -2.836106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112449 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -28361064.000000 Penalty: 14356.696289
	Iteration 72Q: 3 clusters Score -2.836106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112453 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -28361060.000000 Penalty: 14356.696289
	Iteration 73Q: 3 clusters Score -2.836106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112457 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -28361064.000000 Penalty: 14356.696289
	Iteration 74Q: 3 clusters Score -2.836106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112459 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -28361070.000000 Penalty: 14356.696289
	Iteration 75Q: 3 clusters Score -2.836107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112461 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -28361086.000000 Penalty: 14356.696289
	Iteration 76Q: 3 clusters Score -2.836109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112464 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -28361080.000000 Penalty: 14356.696289
	Iteration 77Q: 3 clusters Score -2.836108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112468 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -28361086.000000 Penalty: 14356.696289
	Iteration 78Q: 3 clusters Score -2.836109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112471 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -28361084.000000 Penalty: 14356.696289
	Iteration 79Q: 3 clusters Score -2.836108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112472 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -28361088.000000 Penalty: 14356.696289
	Iteration 80F: 3 clusters Score -2.836109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112473 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -28361096.000000 Penalty: 14356.696289
	Iteration 81Q: 3 clusters Score -2.83611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112474 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -28361064.000000 Penalty: 14356.696289
	Iteration 82Q: 3 clusters Score -2.836106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -28361072.000000 Penalty: 14356.696289
	Iteration 83Q: 3 clusters Score -2.836107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -28361072.000000 Penalty: 14356.696289
	Iteration 84F: 3 clusters Score -2.836107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -1579341.750000 Penalty: 5408.618164
	Iteration 0F: 2 clusters Score -1579342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1571097.375000 Penalty: 10817.236328
	Iteration 0F: 3 clusters Score -1571097 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1572586.500000 Penalty: 10817.236328
	Iteration 1F: 3 clusters Score -1572586 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1572923.250000 Penalty: 10817.236328
	Iteration 2F: 3 clusters Score -1572923 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1573109.625000 Penalty: 10817.236328
	Iteration 3Q: 3 clusters Score -1573110 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1573200.250000 Penalty: 10817.236328
	Iteration 4Q: 3 clusters Score -1573200 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1573282.875000 Penalty: 10817.236328
	Iteration 5Q: 3 clusters Score -1573283 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1573329.750000 Penalty: 10817.236328
	Iteration 6Q: 3 clusters Score -1573330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1573366.875000 Penalty: 10817.236328
	Iteration 7Q: 3 clusters Score -1573367 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1573397.500000 Penalty: 10817.236328
	Iteration 8Q: 3 clusters Score -1573398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1573422.625000 Penalty: 10817.236328
	Iteration 9Q: 3 clusters Score -1573423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1573447.250000 Penalty: 10817.236328
	Iteration 10Q: 3 clusters Score -1573447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1573466.000000 Penalty: 10817.236328
	Iteration 11Q: 3 clusters Score -1573466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1573479.000000 Penalty: 10817.236328
	Iteration 12Q: 3 clusters Score -1573479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1573488.875000 Penalty: 10817.236328
	Iteration 13Q: 3 clusters Score -1573489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1573503.000000 Penalty: 10817.236328
	Iteration 14Q: 3 clusters Score -1573503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1573518.000000 Penalty: 10817.236328
	Iteration 15Q: 3 clusters Score -1573518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1573525.750000 Penalty: 10817.236328
	Iteration 16Q: 3 clusters Score -1573526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1573529.500000 Penalty: 10817.236328
	Iteration 17Q: 3 clusters Score -1573530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1573540.500000 Penalty: 10817.236328
	Iteration 18Q: 3 clusters Score -1573540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1573549.375000 Penalty: 10817.236328
	Iteration 19Q: 3 clusters Score -1573549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1573550.250000 Penalty: 10817.236328
	Iteration 20F: 3 clusters Score -1573550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1573566.250000 Penalty: 10817.236328
	Iteration 21Q: 3 clusters Score -1573566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1573575.875000 Penalty: 10817.236328
	Iteration 22Q: 3 clusters Score -1573576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1573585.000000 Penalty: 10817.236328
	Iteration 23Q: 3 clusters Score -1573585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1573593.125000 Penalty: 10817.236328
	Iteration 24Q: 3 clusters Score -1573593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1573593.500000 Penalty: 10817.236328
	Iteration 25Q: 3 clusters Score -1573594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1573603.250000 Penalty: 10817.236328
	Iteration 26Q: 3 clusters Score -1573603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1573605.875000 Penalty: 10817.236328
	Iteration 27Q: 3 clusters Score -1573606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1573606.125000 Penalty: 10817.236328
	Iteration 28Q: 3 clusters Score -1573606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1573606.250000 Penalty: 10817.236328
	Iteration 29Q: 3 clusters Score -1573606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1573606.750000 Penalty: 10817.236328
	Iteration 30Q: 3 clusters Score -1573607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1573615.250000 Penalty: 10817.236328
	Iteration 31Q: 3 clusters Score -1573615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1573614.375000 Penalty: 10817.236328
	Iteration 32Q: 3 clusters Score -1573614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1573615.500000 Penalty: 10817.236328
	Iteration 33Q: 3 clusters Score -1573616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1573615.000000 Penalty: 10817.236328
	Iteration 34Q: 3 clusters Score -1573615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1573615.750000 Penalty: 10817.236328
	Iteration 35Q: 3 clusters Score -1573616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1573616.125000 Penalty: 10817.236328
	Iteration 36Q: 3 clusters Score -1573616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1573616.875000 Penalty: 10817.236328
	Iteration 37Q: 3 clusters Score -1573617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1573617.875000 Penalty: 10817.236328
	Iteration 38Q: 3 clusters Score -1573618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1573620.000000 Penalty: 10817.236328
	Iteration 39Q: 3 clusters Score -1573620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1573619.750000 Penalty: 10817.236328
	Iteration 40F: 3 clusters Score -1573620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1573616.375000 Penalty: 10817.236328
	Iteration 41Q: 3 clusters Score -1573616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1573616.375000 Penalty: 10817.236328
	Iteration 42Q: 3 clusters Score -1573616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1573620.250000 Penalty: 10817.236328
	Iteration 43Q: 3 clusters Score -1573620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1573620.250000 Penalty: 10817.236328
	Iteration 44F: 3 clusters Score -1573620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Entering Unmasked Estep 
Score: -3949417.750000 Penalty: 5977.376465
	Iteration 0F: 2 clusters Score -3949418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3934569.750000 Penalty: 11954.752930
	Iteration 0F: 3 clusters Score -3934570 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3938456.750000 Penalty: 11954.752930
	Iteration 1F: 3 clusters Score -3938457 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3939349.750000 Penalty: 11954.752930
	Iteration 2F: 3 clusters Score -3939350 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3940415.250000 Penalty: 11954.752930
	Iteration 3F: 3 clusters Score -3940415 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3942018.250000 Penalty: 11954.752930
	Iteration 4F: 3 clusters Score -3942018 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3944038.750000 Penalty: 11954.752930
	Iteration 5F: 3 clusters Score -3944039 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3945610.500000 Penalty: 11954.752930
	Iteration 6F: 3 clusters Score -3945610 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3946631.750000 Penalty: 11954.752930
	Iteration 7F: 3 clusters Score -3946632 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3947236.000000 Penalty: 11954.752930
	Iteration 8Q: 3 clusters Score -3947236 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3947597.250000 Penalty: 11954.752930
	Iteration 9Q: 3 clusters Score -3947597 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3947763.750000 Penalty: 11954.752930
	Iteration 10Q: 3 clusters Score -3947764 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -3947867.000000 Penalty: 11954.752930
	Iteration 11Q: 3 clusters Score -3947867 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3947932.250000 Penalty: 11954.752930
	Iteration 12Q: 3 clusters Score -3947932 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3947985.250000 Penalty: 11954.752930
	Iteration 13Q: 3 clusters Score -3947985 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3948013.500000 Penalty: 11954.752930
	Iteration 14Q: 3 clusters Score -3948014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3948036.500000 Penalty: 11954.752930
	Iteration 15Q: 3 clusters Score -3948036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3948065.500000 Penalty: 11954.752930
	Iteration 16Q: 3 clusters Score -3948066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3948064.000000 Penalty: 11954.752930
	Iteration 17Q: 3 clusters Score -3948064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3948078.000000 Penalty: 11954.752930
	Iteration 18Q: 3 clusters Score -3948078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3948089.000000 Penalty: 11954.752930
	Iteration 19Q: 3 clusters Score -3948089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3948090.000000 Penalty: 11954.752930
	Iteration 20F: 3 clusters Score -3948090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3948103.500000 Penalty: 11954.752930
	Iteration 21Q: 3 clusters Score -3948104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3948108.750000 Penalty: 11954.752930
	Iteration 22Q: 3 clusters Score -3948109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3948117.000000 Penalty: 11954.752930
	Iteration 23Q: 3 clusters Score -3948117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3948119.000000 Penalty: 11954.752930
	Iteration 24Q: 3 clusters Score -3948119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3948128.000000 Penalty: 11954.752930
	Iteration 25Q: 3 clusters Score -3948128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3948126.250000 Penalty: 11954.752930
	Iteration 26Q: 3 clusters Score -3948126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3948131.250000 Penalty: 11954.752930
	Iteration 27Q: 3 clusters Score -3948131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3948131.000000 Penalty: 11954.752930
	Iteration 28Q: 3 clusters Score -3948131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3948137.250000 Penalty: 11954.752930
	Iteration 29Q: 3 clusters Score -3948137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3948138.750000 Penalty: 11954.752930
	Iteration 30Q: 3 clusters Score -3948139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3948141.250000 Penalty: 11954.752930
	Iteration 31Q: 3 clusters Score -3948141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3948141.250000 Penalty: 11954.752930
	Iteration 32Q: 3 clusters Score -3948141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3948140.750000 Penalty: 11954.752930
	Iteration 33Q: 3 clusters Score -3948141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3948139.750000 Penalty: 11954.752930
	Iteration 34Q: 3 clusters Score -3948140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3948145.000000 Penalty: 11954.752930
	Iteration 35Q: 3 clusters Score -3948145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3948148.250000 Penalty: 11954.752930
	Iteration 36Q: 3 clusters Score -3948148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3948159.000000 Penalty: 11954.752930
	Iteration 37Q: 3 clusters Score -3948159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3948156.750000 Penalty: 11954.752930
	Iteration 38Q: 3 clusters Score -3948157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3948163.250000 Penalty: 11954.752930
	Iteration 39Q: 3 clusters Score -3948163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3948162.750000 Penalty: 11954.752930
	Iteration 40F: 3 clusters Score -3948163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3948167.500000 Penalty: 11954.752930
	Iteration 41Q: 3 clusters Score -3948168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3948161.750000 Penalty: 11954.752930
	Iteration 42Q: 3 clusters Score -3948162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3948163.750000 Penalty: 11954.752930
	Iteration 43Q: 3 clusters Score -3948164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3948165.500000 Penalty: 11954.752930
	Iteration 44Q: 3 clusters Score -3948166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3948165.500000 Penalty: 11954.752930
	Iteration 45F: 3 clusters Score -3948166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Entering Unmasked Estep 
Score: -8120923.000000 Penalty: 6437.016602
	Iteration 0F: 2 clusters Score -8120923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -8093891.500000 Penalty: 12874.033203
	Iteration 0F: 3 clusters Score -8093892 nChanged 15730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -8102299.500000 Penalty: 12874.033203
	Iteration 1F: 3 clusters Score -8102300 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -8103355.500000 Penalty: 12874.033203
	Iteration 2F: 3 clusters Score -8103356 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -8104485.500000 Penalty: 12874.033203
	Iteration 3F: 3 clusters Score -8104486 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -8106421.500000 Penalty: 12874.033203
	Iteration 4F: 3 clusters Score -8106422 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -8108792.000000 Penalty: 12874.033203
	Iteration 5F: 3 clusters Score -8108792 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -8111033.000000 Penalty: 12874.033203
	Iteration 6F: 3 clusters Score -8111033 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -8113146.500000 Penalty: 12874.033203
	Iteration 7F: 3 clusters Score -8113146 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -8115111.500000 Penalty: 12874.033203
	Iteration 8F: 3 clusters Score -8115112 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -8116472.500000 Penalty: 12874.033203
	Iteration 9Q: 3 clusters Score -8116472 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -8117485.000000 Penalty: 12874.033203
	Iteration 10Q: 3 clusters Score -8117485 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -8118257.000000 Penalty: 12874.033203
	Iteration 11Q: 3 clusters Score -8118257 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -8118769.500000 Penalty: 12874.033203
	Iteration 12Q: 3 clusters Score -8118770 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -8119096.000000 Penalty: 12874.033203
	Iteration 13Q: 3 clusters Score -8119096 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -8119308.000000 Penalty: 12874.033203
	Iteration 14Q: 3 clusters Score -8119308 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -8119476.500000 Penalty: 12874.033203
	Iteration 15Q: 3 clusters Score -8119476 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -8119630.000000 Penalty: 12874.033203
	Iteration 16Q: 3 clusters Score -8119630 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -8119815.500000 Penalty: 12874.033203
	Iteration 17Q: 3 clusters Score -8119816 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -8120006.000000 Penalty: 12874.033203
	Iteration 18Q: 3 clusters Score -8120006 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -8120158.500000 Penalty: 12874.033203
	Iteration 19Q: 3 clusters Score -8120158 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -8120257.500000 Penalty: 12874.033203
	Iteration 20F: 3 clusters Score -8120258 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -8120333.000000 Penalty: 12874.033203
	Iteration 21Q: 3 clusters Score -8120333 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -8120396.500000 Penalty: 12874.033203
	Iteration 22Q: 3 clusters Score -8120396 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -8120454.500000 Penalty: 12874.033203
	Iteration 23Q: 3 clusters Score -8120454 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -8120476.500000 Penalty: 12874.033203
	Iteration 24Q: 3 clusters Score -8120476 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -8120511.000000 Penalty: 12874.033203
	Iteration 25Q: 3 clusters Score -8120511 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -8120497.000000 Penalty: 12874.033203
	Iteration 26Q: 3 clusters Score -8120497 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -8120517.000000 Penalty: 12874.033203
	Iteration 27Q: 3 clusters Score -8120517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -8120526.000000 Penalty: 12874.033203
	Iteration 28Q: 3 clusters Score -8120526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -8120527.500000 Penalty: 12874.033203
	Iteration 29Q: 3 clusters Score -8120528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -8120517.000000 Penalty: 12874.033203
	Iteration 30Q: 3 clusters Score -8120517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -8120542.000000 Penalty: 12874.033203
	Iteration 31Q: 3 clusters Score -8120542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -8120548.000000 Penalty: 12874.033203
	Iteration 32Q: 3 clusters Score -8120548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -8120554.500000 Penalty: 12874.033203
	Iteration 33Q: 3 clusters Score -8120554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -8120563.000000 Penalty: 12874.033203
	Iteration 34Q: 3 clusters Score -8120563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -8120567.500000 Penalty: 12874.033203
	Iteration 35Q: 3 clusters Score -8120568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -8120554.500000 Penalty: 12874.033203
	Iteration 36Q: 3 clusters Score -8120554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -8120555.500000 Penalty: 12874.033203
	Iteration 37Q: 3 clusters Score -8120556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -8120552.500000 Penalty: 12874.033203
	Iteration 38Q: 3 clusters Score -8120552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -8120560.500000 Penalty: 12874.033203
	Iteration 39Q: 3 clusters Score -8120560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -8120548.500000 Penalty: 12874.033203
	Iteration 40F: 3 clusters Score -8120548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -8120550.500000 Penalty: 12874.033203
	Iteration 41Q: 3 clusters Score -8120550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -8120553.500000 Penalty: 12874.033203
	Iteration 42Q: 3 clusters Score -8120554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -8120555.500000 Penalty: 12874.033203
	Iteration 43Q: 3 clusters Score -8120556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -8120555.500000 Penalty: 12874.033203
	Iteration 44Q: 3 clusters Score -8120556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -8120554.500000 Penalty: 12874.033203
	Iteration 45Q: 3 clusters Score -8120554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -8120554.500000 Penalty: 12874.033203
	Iteration 46F: 3 clusters Score -8120554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -250101.515625 Penalty: 4322.435059
	Iteration 0F: 2 clusters Score -250101.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -245913.406250 Penalty: 8644.870117
	Iteration 0F: 3 clusters Score -245913.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -246335.859375 Penalty: 8644.870117
	Iteration 1F: 3 clusters Score -246335.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -246465.562500 Penalty: 8644.870117
	Iteration 2Q: 3 clusters Score -246465.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -246555.328125 Penalty: 8644.870117
	Iteration 3Q: 3 clusters Score -246555.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -246654.781250 Penalty: 8644.870117
	Iteration 4Q: 3 clusters Score -246654.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -246729.281250 Penalty: 8644.870117
	Iteration 5Q: 3 clusters Score -246729.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -246798.859375 Penalty: 8644.870117
	Iteration 6Q: 3 clusters Score -246798.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -246854.234375 Penalty: 8644.870117
	Iteration 7Q: 3 clusters Score -246854.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -246985.156250 Penalty: 8644.870117
	Iteration 8Q: 3 clusters Score -246985.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -247157.890625 Penalty: 8644.870117
	Iteration 9Q: 3 clusters Score -247157.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -247258.437500 Penalty: 8644.870117
	Iteration 10Q: 3 clusters Score -247258.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -247302.656250 Penalty: 8644.870117
	Iteration 11Q: 3 clusters Score -247302.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -247333.890625 Penalty: 8644.870117
	Iteration 12Q: 3 clusters Score -247333.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -247351.593750 Penalty: 8644.870117
	Iteration 13Q: 3 clusters Score -247351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -247365.453125 Penalty: 8644.870117
	Iteration 14Q: 3 clusters Score -247365.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -247374.250000 Penalty: 8644.870117
	Iteration 15Q: 3 clusters Score -247374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -247381.046875 Penalty: 8644.870117
	Iteration 16Q: 3 clusters Score -247381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -247382.718750 Penalty: 8644.870117
	Iteration 17Q: 3 clusters Score -247382.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -247385.468750 Penalty: 8644.870117
	Iteration 18Q: 3 clusters Score -247385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -247388.734375 Penalty: 8644.870117
	Iteration 19Q: 3 clusters Score -247388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -247390.453125 Penalty: 8644.870117
	Iteration 20F: 3 clusters Score -247390.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -247391.671875 Penalty: 8644.870117
	Iteration 21Q: 3 clusters Score -247391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -247391.671875 Penalty: 8644.870117
	Iteration 22F: 3 clusters Score -247391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116675 members 
Entering Unmasked Estep 
Score: -26536266.000000 Penalty: 7146.127930
	Iteration 0F: 2 clusters Score -2.653627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -26457926.000000 Penalty: 14292.255859
	Iteration 0F: 3 clusters Score -2.645793e+07 nChanged 53538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -26487368.000000 Penalty: 14292.255859
	Iteration 1F: 3 clusters Score -2.648737e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -26488358.000000 Penalty: 14292.255859
	Iteration 2Q: 3 clusters Score -2.648836e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -26489440.000000 Penalty: 14292.255859
	Iteration 3Q: 3 clusters Score -2.648944e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -26490620.000000 Penalty: 14292.255859
	Iteration 4Q: 3 clusters Score -2.649062e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -26491494.000000 Penalty: 14292.255859
	Iteration 5Q: 3 clusters Score -2.649149e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -26492746.000000 Penalty: 14292.255859
	Iteration 6Q: 3 clusters Score -2.649275e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -26494194.000000 Penalty: 14292.255859
	Iteration 7Q: 3 clusters Score -2.649419e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -26496282.000000 Penalty: 14292.255859
	Iteration 8Q: 3 clusters Score -2.649628e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -26499044.000000 Penalty: 14292.255859
	Iteration 9Q: 3 clusters Score -2.649904e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -26502398.000000 Penalty: 14292.255859
	Iteration 10F: 3 clusters Score -2.65024e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -26506298.000000 Penalty: 14292.255859
	Iteration 11F: 3 clusters Score -2.65063e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -26510984.000000 Penalty: 14292.255859
	Iteration 12F: 3 clusters Score -2.651098e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88035 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -26517014.000000 Penalty: 14292.255859
	Iteration 13F: 3 clusters Score -2.651701e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -26523632.000000 Penalty: 14292.255859
	Iteration 14Q: 3 clusters Score -2.652363e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -26528136.000000 Penalty: 14292.255859
	Iteration 15Q: 3 clusters Score -2.652814e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -26530170.000000 Penalty: 14292.255859
	Iteration 16Q: 3 clusters Score -2.653017e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -26531090.000000 Penalty: 14292.255859
	Iteration 17Q: 3 clusters Score -2.653109e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -26531716.000000 Penalty: 14292.255859
	Iteration 18Q: 3 clusters Score -2.653172e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -26532112.000000 Penalty: 14292.255859
	Iteration 19Q: 3 clusters Score -2.653211e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -26532450.000000 Penalty: 14292.255859
	Iteration 20F: 3 clusters Score -2.653245e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -26532664.000000 Penalty: 14292.255859
	Iteration 21Q: 3 clusters Score -2.653266e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -26532910.000000 Penalty: 14292.255859
	Iteration 22Q: 3 clusters Score -2.653291e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -26533074.000000 Penalty: 14292.255859
	Iteration 23Q: 3 clusters Score -2.653307e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -26533244.000000 Penalty: 14292.255859
	Iteration 24Q: 3 clusters Score -2.653324e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -26533344.000000 Penalty: 14292.255859
	Iteration 25Q: 3 clusters Score -2.653334e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -26533526.000000 Penalty: 14292.255859
	Iteration 26Q: 3 clusters Score -2.653353e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -26533616.000000 Penalty: 14292.255859
	Iteration 27Q: 3 clusters Score -2.653362e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -26533748.000000 Penalty: 14292.255859
	Iteration 28Q: 3 clusters Score -2.653375e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84436 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -26533880.000000 Penalty: 14292.255859
	Iteration 29Q: 3 clusters Score -2.653388e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -26534002.000000 Penalty: 14292.255859
	Iteration 30Q: 3 clusters Score -2.6534e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -26534132.000000 Penalty: 14292.255859
	Iteration 31Q: 3 clusters Score -2.653413e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82809 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -26534218.000000 Penalty: 14292.255859
	Iteration 32Q: 3 clusters Score -2.653422e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -26534412.000000 Penalty: 14292.255859
	Iteration 33Q: 3 clusters Score -2.653441e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -26534604.000000 Penalty: 14292.255859
	Iteration 34Q: 3 clusters Score -2.65346e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -26534892.000000 Penalty: 14292.255859
	Iteration 35Q: 3 clusters Score -2.653489e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -26535244.000000 Penalty: 14292.255859
	Iteration 36Q: 3 clusters Score -2.653524e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -26535710.000000 Penalty: 14292.255859
	Iteration 37Q: 3 clusters Score -2.653571e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -26536332.000000 Penalty: 14292.255859
	Iteration 38Q: 3 clusters Score -2.653633e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76651 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -26537124.000000 Penalty: 14292.255859
	Iteration 39Q: 3 clusters Score -2.653712e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -26538270.000000 Penalty: 14292.255859
	Iteration 40F: 3 clusters Score -2.653827e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -26539426.000000 Penalty: 14292.255859
	Iteration 41Q: 3 clusters Score -2.653943e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -26540346.000000 Penalty: 14292.255859
	Iteration 42Q: 3 clusters Score -2.654035e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -26541134.000000 Penalty: 14292.255859
	Iteration 43Q: 3 clusters Score -2.654113e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -26541602.000000 Penalty: 14292.255859
	Iteration 44Q: 3 clusters Score -2.65416e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -26541874.000000 Penalty: 14292.255859
	Iteration 45Q: 3 clusters Score -2.654187e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -26541932.000000 Penalty: 14292.255859
	Iteration 46Q: 3 clusters Score -2.654193e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -26542006.000000 Penalty: 14292.255859
	Iteration 47Q: 3 clusters Score -2.654201e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -26542056.000000 Penalty: 14292.255859
	Iteration 48Q: 3 clusters Score -2.654206e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -26542092.000000 Penalty: 14292.255859
	Iteration 49Q: 3 clusters Score -2.654209e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -26542056.000000 Penalty: 14292.255859
	Iteration 50Q: 3 clusters Score -2.654206e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -26542068.000000 Penalty: 14292.255859
	Iteration 51Q: 3 clusters Score -2.654207e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -26542016.000000 Penalty: 14292.255859
	Iteration 52Q: 3 clusters Score -2.654202e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -26542032.000000 Penalty: 14292.255859
	Iteration 53Q: 3 clusters Score -2.654203e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -26542038.000000 Penalty: 14292.255859
	Iteration 54Q: 3 clusters Score -2.654204e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -26542012.000000 Penalty: 14292.255859
	Iteration 55Q: 3 clusters Score -2.654201e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -26541980.000000 Penalty: 14292.255859
	Iteration 56Q: 3 clusters Score -2.654198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -26541942.000000 Penalty: 14292.255859
	Iteration 57Q: 3 clusters Score -2.654194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -26541990.000000 Penalty: 14292.255859
	Iteration 58Q: 3 clusters Score -2.654199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -26542010.000000 Penalty: 14292.255859
	Iteration 59Q: 3 clusters Score -2.654201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -26541978.000000 Penalty: 14292.255859
	Iteration 60F: 3 clusters Score -2.654198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -26541956.000000 Penalty: 14292.255859
	Iteration 61Q: 3 clusters Score -2.654196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -26541964.000000 Penalty: 14292.255859
	Iteration 62Q: 3 clusters Score -2.654196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -26541986.000000 Penalty: 14292.255859
	Iteration 63Q: 3 clusters Score -2.654199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -26541976.000000 Penalty: 14292.255859
	Iteration 64Q: 3 clusters Score -2.654198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -26541970.000000 Penalty: 14292.255859
	Iteration 65Q: 3 clusters Score -2.654197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -26541970.000000 Penalty: 14292.255859
	Iteration 66F: 3 clusters Score -2.654197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 95747 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 59808 members 
Mstep: Class 6 contains 16621 members 
Mstep: Class 7 contains 15813 members 
Mstep: Class 8 contains 85193 members 
Mstep: Class 9 contains 45374 members 
Mstep: Class 10 contains 113155 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 93220 members 
Mstep: Class 13 contains 44823 members 
Mstep: Class 14 contains 145252 members 
Mstep: Class 15 contains 17351 members 
Mstep: Class 16 contains 15283 members 
Mstep: Class 17 contains 122977 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 36659 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 66763 members 
Mstep: Class 23 contains 118623 members 
Mstep: Class 24 contains 18893 members 
Mstep: Class 25 contains 49912 members 
Entering Unmasked Estep 
Score: -272396000.000000 Penalty: 214562.796875
Splitting cluster 22 changes total score from -272383296.000000 to -272396000.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 23 (118623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Entering Unmasked Estep 
Score: -26962842.000000 Penalty: 7156.269531
	Iteration 0F: 2 clusters Score -2.696284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -26882364.000000 Penalty: 14312.539062
	Iteration 0F: 3 clusters Score -2.688236e+07 nChanged 54638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -26912130.000000 Penalty: 14312.539062
	Iteration 1F: 3 clusters Score -2.691213e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 60216 members 
Entering Unmasked Estep 
Score: -26913468.000000 Penalty: 14312.539062
	Iteration 2Q: 3 clusters Score -2.691347e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -26914274.000000 Penalty: 14312.539062
	Iteration 3Q: 3 clusters Score -2.691427e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -26914810.000000 Penalty: 14312.539062
	Iteration 4Q: 3 clusters Score -2.691481e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -26915546.000000 Penalty: 14312.539062
	Iteration 5Q: 3 clusters Score -2.691555e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -26916390.000000 Penalty: 14312.539062
	Iteration 6Q: 3 clusters Score -2.691639e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -26917146.000000 Penalty: 14312.539062
	Iteration 7Q: 3 clusters Score -2.691715e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -26918126.000000 Penalty: 14312.539062
	Iteration 8Q: 3 clusters Score -2.691813e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -26919816.000000 Penalty: 14312.539062
	Iteration 9Q: 3 clusters Score -2.691982e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -26922690.000000 Penalty: 14312.539062
	Iteration 10Q: 3 clusters Score -2.692269e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -26927228.000000 Penalty: 14312.539062
	Iteration 11F: 3 clusters Score -2.692723e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 93161 members 
Entering Unmasked Estep 
Score: -26933766.000000 Penalty: 14312.539062
	Iteration 12F: 3 clusters Score -2.693377e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 101899 members 
Entering Unmasked Estep 
Score: -26941616.000000 Penalty: 14312.539062
	Iteration 13F: 3 clusters Score -2.694162e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 109247 members 
Entering Unmasked Estep 
Score: -26948316.000000 Penalty: 14312.539062
	Iteration 14F: 3 clusters Score -2.694832e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 113999 members 
Entering Unmasked Estep 
Score: -26952674.000000 Penalty: 14312.539062
	Iteration 15Q: 3 clusters Score -2.695267e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
Score: -26954704.000000 Penalty: 14312.539062
	Iteration 16Q: 3 clusters Score -2.69547e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 117309 members 
Entering Unmasked Estep 
Score: -26955520.000000 Penalty: 14312.539062
	Iteration 17Q: 3 clusters Score -2.695552e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 117671 members 
Entering Unmasked Estep 
Score: -26955946.000000 Penalty: 14312.539062
	Iteration 18Q: 3 clusters Score -2.695595e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 117818 members 
Entering Unmasked Estep 
Score: -26956130.000000 Penalty: 14312.539062
	Iteration 19Q: 3 clusters Score -2.695613e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 117879 members 
Entering Unmasked Estep 
Score: -26956254.000000 Penalty: 14312.539062
	Iteration 20F: 3 clusters Score -2.695625e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 117910 members 
Entering Unmasked Estep 
Score: -26956296.000000 Penalty: 14312.539062
	Iteration 21Q: 3 clusters Score -2.69563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 117936 members 
Entering Unmasked Estep 
Score: -26956318.000000 Penalty: 14312.539062
	Iteration 22Q: 3 clusters Score -2.695632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 117946 members 
Entering Unmasked Estep 
Score: -26956364.000000 Penalty: 14312.539062
	Iteration 23Q: 3 clusters Score -2.695636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -26956348.000000 Penalty: 14312.539062
	Iteration 24Q: 3 clusters Score -2.695635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 117960 members 
Entering Unmasked Estep 
Score: -26956352.000000 Penalty: 14312.539062
	Iteration 25Q: 3 clusters Score -2.695635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 117969 members 
Entering Unmasked Estep 
Score: -26956410.000000 Penalty: 14312.539062
	Iteration 26Q: 3 clusters Score -2.695641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 117976 members 
Entering Unmasked Estep 
Score: -26956434.000000 Penalty: 14312.539062
	Iteration 27Q: 3 clusters Score -2.695643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 117979 members 
Entering Unmasked Estep 
Score: -26956446.000000 Penalty: 14312.539062
	Iteration 28Q: 3 clusters Score -2.695645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 117981 members 
Entering Unmasked Estep 
Score: -26956468.000000 Penalty: 14312.539062
	Iteration 29Q: 3 clusters Score -2.695647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -26956462.000000 Penalty: 14312.539062
	Iteration 30Q: 3 clusters Score -2.695646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 117989 members 
Entering Unmasked Estep 
Score: -26956480.000000 Penalty: 14312.539062
	Iteration 31Q: 3 clusters Score -2.695648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 117993 members 
Entering Unmasked Estep 
Score: -26956480.000000 Penalty: 14312.539062
	Iteration 32Q: 3 clusters Score -2.695648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 117994 members 
Entering Unmasked Estep 
Score: -26956498.000000 Penalty: 14312.539062
	Iteration 33Q: 3 clusters Score -2.69565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 117994 members 
Entering Unmasked Estep 
Score: -26956472.000000 Penalty: 14312.539062
	Iteration 34Q: 3 clusters Score -2.695647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 117994 members 
Entering Unmasked Estep 
Score: -26956472.000000 Penalty: 14312.539062
	Iteration 35F: 3 clusters Score -2.695647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 95747 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 59808 members 
Mstep: Class 6 contains 16621 members 
Mstep: Class 7 contains 15813 members 
Mstep: Class 9 contains 45374 members 
Mstep: Class 10 contains 113155 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 93220 members 
Mstep: Class 13 contains 44823 members 
Mstep: Class 14 contains 145252 members 
Mstep: Class 15 contains 17351 members 
Mstep: Class 16 contains 15283 members 
Mstep: Class 17 contains 122977 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 36659 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 66763 members 
Mstep: Class 23 contains 118623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272407136.000000 Penalty: 214562.796875
Iteration 39Q: 26 clusters Score -2.724071e+08 nChanged 22283
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 95858 members 
Mstep: Class 3 contains 723 members 
Mstep: Class 4 contains 5903 members 
Mstep: Class 5 contains 59753 members 
Mstep: Class 6 contains 16506 members 
Mstep: Class 7 contains 15521 members 
Mstep: Class 8 contains 83541 members 
Mstep: Class 9 contains 45455 members 
Mstep: Class 10 contains 112970 members 
Mstep: Class 11 contains 24639 members 
Mstep: Class 12 contains 93328 members 
Mstep: Class 13 contains 46649 members 
Mstep: Class 14 contains 146564 members 
Mstep: Class 15 contains 17331 members 
Mstep: Class 16 contains 15501 members 
Mstep: Class 17 contains 123870 members 
Mstep: Class 18 contains 6836 members 
Mstep: Class 19 contains 17443 members 
Mstep: Class 20 contains 36131 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 65992 members 
Mstep: Class 23 contains 118573 members 
Mstep: Class 24 contains 17767 members 
Mstep: Class 25 contains 48084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272420448.000000 Penalty: 214562.796875
Iteration 40F: 26 clusters Score -2.724204e+08 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 95940 members 
Mstep: Class 3 contains 860 members 
Mstep: Class 4 contains 5931 members 
Mstep: Class 5 contains 59497 members 
Mstep: Class 6 contains 16314 members 
Mstep: Class 7 contains 15097 members 
Mstep: Class 8 contains 83196 members 
Mstep: Class 9 contains 45165 members 
Mstep: Class 10 contains 112330 members 
Mstep: Class 11 contains 25836 members 
Mstep: Class 12 contains 93329 members 
Mstep: Class 13 contains 46760 members 
Mstep: Class 14 contains 147219 members 
Mstep: Class 15 contains 17191 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 124348 members 
Mstep: Class 18 contains 6818 members 
Mstep: Class 19 contains 17426 members 
Mstep: Class 20 contains 35619 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 65263 members 
Mstep: Class 23 contains 118052 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 49181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272424896.000000 Penalty: 214562.796875
Iteration 41Q: 26 clusters Score -2.724249e+08 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 96068 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 5987 members 
Mstep: Class 5 contains 59428 members 
Mstep: Class 6 contains 16219 members 
Mstep: Class 7 contains 14747 members 
Mstep: Class 8 contains 82720 members 
Mstep: Class 9 contains 45041 members 
Mstep: Class 10 contains 111860 members 
Mstep: Class 11 contains 26757 members 
Mstep: Class 12 contains 93359 members 
Mstep: Class 13 contains 47094 members 
Mstep: Class 14 contains 147698 members 
Mstep: Class 15 contains 17116 members 
Mstep: Class 16 contains 16008 members 
Mstep: Class 17 contains 124676 members 
Mstep: Class 18 contains 6791 members 
Mstep: Class 19 contains 17417 members 
Mstep: Class 20 contains 35048 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64871 members 
Mstep: Class 23 contains 117580 members 
Mstep: Class 24 contains 17706 members 
Mstep: Class 25 contains 49868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272426976.000000 Penalty: 214562.796875
Iteration 42Q: 26 clusters Score -2.72427e+08 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 96188 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 6026 members 
Mstep: Class 5 contains 59382 members 
Mstep: Class 6 contains 16194 members 
Mstep: Class 7 contains 14386 members 
Mstep: Class 8 contains 82283 members 
Mstep: Class 9 contains 44948 members 
Mstep: Class 10 contains 111525 members 
Mstep: Class 11 contains 27488 members 
Mstep: Class 12 contains 93377 members 
Mstep: Class 13 contains 47532 members 
Mstep: Class 14 contains 148059 members 
Mstep: Class 15 contains 17045 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 124889 members 
Mstep: Class 18 contains 6772 members 
Mstep: Class 19 contains 17421 members 
Mstep: Class 20 contains 34404 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64618 members 
Mstep: Class 23 contains 117244 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 50397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272427968.000000 Penalty: 214562.796875
Iteration 43Q: 26 clusters Score -2.72428e+08 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 96325 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 6092 members 
Mstep: Class 5 contains 59341 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 14027 members 
Mstep: Class 8 contains 81919 members 
Mstep: Class 9 contains 44895 members 
Mstep: Class 10 contains 111257 members 
Mstep: Class 11 contains 28093 members 
Mstep: Class 12 contains 93388 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 148313 members 
Mstep: Class 15 contains 16985 members 
Mstep: Class 16 contains 16453 members 
Mstep: Class 17 contains 125009 members 
Mstep: Class 18 contains 6755 members 
Mstep: Class 19 contains 17436 members 
Mstep: Class 20 contains 33760 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64389 members 
Mstep: Class 23 contains 117007 members 
Mstep: Class 24 contains 17602 members 
Mstep: Class 25 contains 50842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272429792.000000 Penalty: 214562.796875
Iteration 44Q: 26 clusters Score -2.724298e+08 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 96455 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 6158 members 
Mstep: Class 5 contains 59322 members 
Mstep: Class 6 contains 16121 members 
Mstep: Class 7 contains 13687 members 
Mstep: Class 8 contains 81580 members 
Mstep: Class 9 contains 44841 members 
Mstep: Class 10 contains 111033 members 
Mstep: Class 11 contains 28607 members 
Mstep: Class 12 contains 93415 members 
Mstep: Class 13 contains 48498 members 
Mstep: Class 14 contains 148506 members 
Mstep: Class 15 contains 16953 members 
Mstep: Class 16 contains 16698 members 
Mstep: Class 17 contains 125086 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 17446 members 
Mstep: Class 20 contains 33080 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64233 members 
Mstep: Class 23 contains 116787 members 
Mstep: Class 24 contains 17562 members 
Mstep: Class 25 contains 51232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272431104.000000 Penalty: 214562.796875
Iteration 45Q: 26 clusters Score -2.724311e+08 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 96574 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 6206 members 
Mstep: Class 5 contains 59332 members 
Mstep: Class 6 contains 16099 members 
Mstep: Class 7 contains 13392 members 
Mstep: Class 8 contains 81306 members 
Mstep: Class 9 contains 44843 members 
Mstep: Class 10 contains 110865 members 
Mstep: Class 11 contains 28958 members 
Mstep: Class 12 contains 93455 members 
Mstep: Class 13 contains 48961 members 
Mstep: Class 14 contains 148638 members 
Mstep: Class 15 contains 16915 members 
Mstep: Class 16 contains 16950 members 
Mstep: Class 17 contains 125120 members 
Mstep: Class 18 contains 6727 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 32399 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64139 members 
Mstep: Class 23 contains 116620 members 
Mstep: Class 24 contains 17527 members 
Mstep: Class 25 contains 51571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272431776.000000 Penalty: 214562.796875
Iteration 46Q: 26 clusters Score -2.724318e+08 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 96630 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 59344 members 
Mstep: Class 6 contains 16073 members 
Mstep: Class 7 contains 13102 members 
Mstep: Class 8 contains 81045 members 
Mstep: Class 9 contains 44822 members 
Mstep: Class 10 contains 110766 members 
Mstep: Class 11 contains 29237 members 
Mstep: Class 12 contains 93483 members 
Mstep: Class 13 contains 49401 members 
Mstep: Class 14 contains 148795 members 
Mstep: Class 15 contains 16882 members 
Mstep: Class 16 contains 17191 members 
Mstep: Class 17 contains 125134 members 
Mstep: Class 18 contains 6714 members 
Mstep: Class 19 contains 17450 members 
Mstep: Class 20 contains 31765 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64066 members 
Mstep: Class 23 contains 116504 members 
Mstep: Class 24 contains 17491 members 
Mstep: Class 25 contains 51877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432832.000000 Penalty: 214562.796875
Iteration 47Q: 26 clusters Score -2.724328e+08 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 96723 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 59407 members 
Mstep: Class 6 contains 16046 members 
Mstep: Class 7 contains 12819 members 
Mstep: Class 8 contains 80805 members 
Mstep: Class 9 contains 44778 members 
Mstep: Class 10 contains 110683 members 
Mstep: Class 11 contains 29458 members 
Mstep: Class 12 contains 93515 members 
Mstep: Class 13 contains 49856 members 
Mstep: Class 14 contains 148897 members 
Mstep: Class 15 contains 16859 members 
Mstep: Class 16 contains 17420 members 
Mstep: Class 17 contains 125126 members 
Mstep: Class 18 contains 6697 members 
Mstep: Class 19 contains 17440 members 
Mstep: Class 20 contains 31121 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64024 members 
Mstep: Class 23 contains 116433 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 52126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272433696.000000 Penalty: 214562.796875
Iteration 48Q: 26 clusters Score -2.724337e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 96807 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 6389 members 
Mstep: Class 5 contains 59527 members 
Mstep: Class 6 contains 16023 members 
Mstep: Class 7 contains 12591 members 
Mstep: Class 8 contains 80622 members 
Mstep: Class 9 contains 44713 members 
Mstep: Class 10 contains 110607 members 
Mstep: Class 11 contains 29641 members 
Mstep: Class 12 contains 93539 members 
Mstep: Class 13 contains 50305 members 
Mstep: Class 14 contains 148955 members 
Mstep: Class 15 contains 16840 members 
Mstep: Class 16 contains 17632 members 
Mstep: Class 17 contains 125104 members 
Mstep: Class 18 contains 6684 members 
Mstep: Class 19 contains 17439 members 
Mstep: Class 20 contains 30473 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64014 members 
Mstep: Class 23 contains 116341 members 
Mstep: Class 24 contains 17452 members 
Mstep: Class 25 contains 52341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434080.000000 Penalty: 214562.796875
Iteration 49Q: 26 clusters Score -2.724341e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 96923 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 59651 members 
Mstep: Class 6 contains 16015 members 
Mstep: Class 7 contains 12399 members 
Mstep: Class 8 contains 80467 members 
Mstep: Class 9 contains 44656 members 
Mstep: Class 10 contains 110547 members 
Mstep: Class 11 contains 29796 members 
Mstep: Class 12 contains 93542 members 
Mstep: Class 13 contains 50690 members 
Mstep: Class 14 contains 149012 members 
Mstep: Class 15 contains 16832 members 
Mstep: Class 16 contains 17807 members 
Mstep: Class 17 contains 125070 members 
Mstep: Class 18 contains 6673 members 
Mstep: Class 19 contains 17435 members 
Mstep: Class 20 contains 29860 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63987 members 
Mstep: Class 23 contains 116233 members 
Mstep: Class 24 contains 17445 members 
Mstep: Class 25 contains 52542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434528.000000 Penalty: 214562.796875
Iteration 50Q: 26 clusters Score -2.724345e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97053 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 6527 members 
Mstep: Class 5 contains 59811 members 
Mstep: Class 6 contains 16001 members 
Mstep: Class 7 contains 12248 members 
Mstep: Class 8 contains 80356 members 
Mstep: Class 9 contains 44579 members 
Mstep: Class 10 contains 110497 members 
Mstep: Class 11 contains 29915 members 
Mstep: Class 12 contains 93553 members 
Mstep: Class 13 contains 50982 members 
Mstep: Class 14 contains 149070 members 
Mstep: Class 15 contains 16815 members 
Mstep: Class 16 contains 17970 members 
Mstep: Class 17 contains 125040 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 17427 members 
Mstep: Class 20 contains 29279 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63968 members 
Mstep: Class 23 contains 116150 members 
Mstep: Class 24 contains 17434 members 
Mstep: Class 25 contains 52697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434560.000000 Penalty: 214562.796875
Iteration 51Q: 26 clusters Score -2.724346e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97150 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 6608 members 
Mstep: Class 5 contains 59926 members 
Mstep: Class 6 contains 15973 members 
Mstep: Class 7 contains 12100 members 
Mstep: Class 8 contains 80256 members 
Mstep: Class 9 contains 44552 members 
Mstep: Class 10 contains 110470 members 
Mstep: Class 11 contains 30045 members 
Mstep: Class 12 contains 93561 members 
Mstep: Class 13 contains 51228 members 
Mstep: Class 14 contains 149118 members 
Mstep: Class 15 contains 16812 members 
Mstep: Class 16 contains 18112 members 
Mstep: Class 17 contains 125028 members 
Mstep: Class 18 contains 6664 members 
Mstep: Class 19 contains 17424 members 
Mstep: Class 20 contains 28729 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63960 members 
Mstep: Class 23 contains 116063 members 
Mstep: Class 24 contains 17431 members 
Mstep: Class 25 contains 52829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434944.000000 Penalty: 214562.796875
Iteration 52Q: 26 clusters Score -2.724349e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97237 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 6690 members 
Mstep: Class 5 contains 60086 members 
Mstep: Class 6 contains 15953 members 
Mstep: Class 7 contains 11953 members 
Mstep: Class 8 contains 80191 members 
Mstep: Class 9 contains 44490 members 
Mstep: Class 10 contains 110431 members 
Mstep: Class 11 contains 30160 members 
Mstep: Class 12 contains 93569 members 
Mstep: Class 13 contains 51424 members 
Mstep: Class 14 contains 149169 members 
Mstep: Class 15 contains 16791 members 
Mstep: Class 16 contains 18218 members 
Mstep: Class 17 contains 125017 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 17416 members 
Mstep: Class 20 contains 28249 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63953 members 
Mstep: Class 23 contains 115995 members 
Mstep: Class 24 contains 17431 members 
Mstep: Class 25 contains 52957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272435328.000000 Penalty: 214562.796875
Iteration 53Q: 26 clusters Score -2.724353e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97340 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 6739 members 
Mstep: Class 5 contains 60259 members 
Mstep: Class 6 contains 15935 members 
Mstep: Class 7 contains 11818 members 
Mstep: Class 8 contains 80122 members 
Mstep: Class 9 contains 44431 members 
Mstep: Class 10 contains 110406 members 
Mstep: Class 11 contains 30250 members 
Mstep: Class 12 contains 93563 members 
Mstep: Class 13 contains 51608 members 
Mstep: Class 14 contains 149201 members 
Mstep: Class 15 contains 16781 members 
Mstep: Class 16 contains 18316 members 
Mstep: Class 17 contains 125003 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 17414 members 
Mstep: Class 20 contains 27785 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63941 members 
Mstep: Class 23 contains 115945 members 
Mstep: Class 24 contains 17431 members 
Mstep: Class 25 contains 53094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436096.000000 Penalty: 214562.796875
Iteration 54Q: 26 clusters Score -2.724361e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97440 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 6786 members 
Mstep: Class 5 contains 60419 members 
Mstep: Class 6 contains 15921 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 80068 members 
Mstep: Class 9 contains 44393 members 
Mstep: Class 10 contains 110392 members 
Mstep: Class 11 contains 30331 members 
Mstep: Class 12 contains 93565 members 
Mstep: Class 13 contains 51764 members 
Mstep: Class 14 contains 149226 members 
Mstep: Class 15 contains 16766 members 
Mstep: Class 16 contains 18417 members 
Mstep: Class 17 contains 124989 members 
Mstep: Class 18 contains 6650 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 27340 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63941 members 
Mstep: Class 23 contains 115891 members 
Mstep: Class 24 contains 17429 members 
Mstep: Class 25 contains 53200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436384.000000 Penalty: 214562.796875
Iteration 55Q: 26 clusters Score -2.724364e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97536 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 60553 members 
Mstep: Class 6 contains 15904 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 80022 members 
Mstep: Class 9 contains 44315 members 
Mstep: Class 10 contains 110394 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 93575 members 
Mstep: Class 13 contains 51919 members 
Mstep: Class 14 contains 149274 members 
Mstep: Class 15 contains 16749 members 
Mstep: Class 16 contains 18515 members 
Mstep: Class 17 contains 124980 members 
Mstep: Class 18 contains 6643 members 
Mstep: Class 19 contains 17394 members 
Mstep: Class 20 contains 26925 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63945 members 
Mstep: Class 23 contains 115859 members 
Mstep: Class 24 contains 17430 members 
Mstep: Class 25 contains 53299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436192.000000 Penalty: 214562.796875
Iteration 56Q: 26 clusters Score -2.724362e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97637 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 6894 members 
Mstep: Class 5 contains 60667 members 
Mstep: Class 6 contains 15886 members 
Mstep: Class 7 contains 11489 members 
Mstep: Class 8 contains 79965 members 
Mstep: Class 9 contains 44212 members 
Mstep: Class 10 contains 110402 members 
Mstep: Class 11 contains 30433 members 
Mstep: Class 12 contains 93596 members 
Mstep: Class 13 contains 52079 members 
Mstep: Class 14 contains 149298 members 
Mstep: Class 15 contains 16732 members 
Mstep: Class 16 contains 18620 members 
Mstep: Class 17 contains 124976 members 
Mstep: Class 18 contains 6634 members 
Mstep: Class 19 contains 17388 members 
Mstep: Class 20 contains 26543 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63941 members 
Mstep: Class 23 contains 115834 members 
Mstep: Class 24 contains 17430 members 
Mstep: Class 25 contains 53384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272436608.000000 Penalty: 214562.796875
Iteration 57Q: 26 clusters Score -2.724366e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97712 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 6928 members 
Mstep: Class 5 contains 60803 members 
Mstep: Class 6 contains 15866 members 
Mstep: Class 7 contains 11386 members 
Mstep: Class 8 contains 79935 members 
Mstep: Class 9 contains 44144 members 
Mstep: Class 10 contains 110437 members 
Mstep: Class 11 contains 30492 members 
Mstep: Class 12 contains 93613 members 
Mstep: Class 13 contains 52216 members 
Mstep: Class 14 contains 149316 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 18702 members 
Mstep: Class 17 contains 124960 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 17383 members 
Mstep: Class 20 contains 26159 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63948 members 
Mstep: Class 23 contains 115817 members 
Mstep: Class 24 contains 17430 members 
Mstep: Class 25 contains 53451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437120.000000 Penalty: 214562.796875
Iteration 58Q: 26 clusters Score -2.724371e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97762 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 6951 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 15855 members 
Mstep: Class 7 contains 11293 members 
Mstep: Class 8 contains 79905 members 
Mstep: Class 9 contains 44110 members 
Mstep: Class 10 contains 110466 members 
Mstep: Class 11 contains 30550 members 
Mstep: Class 12 contains 93628 members 
Mstep: Class 13 contains 52353 members 
Mstep: Class 14 contains 149349 members 
Mstep: Class 15 contains 16711 members 
Mstep: Class 16 contains 18780 members 
Mstep: Class 17 contains 124942 members 
Mstep: Class 18 contains 6617 members 
Mstep: Class 19 contains 17377 members 
Mstep: Class 20 contains 25804 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63954 members 
Mstep: Class 23 contains 115785 members 
Mstep: Class 24 contains 17428 members 
Mstep: Class 25 contains 53517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437152.000000 Penalty: 214562.796875
Iteration 59Q: 26 clusters Score -2.724372e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97815 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 6989 members 
Mstep: Class 5 contains 60975 members 
Mstep: Class 6 contains 15844 members 
Mstep: Class 7 contains 11172 members 
Mstep: Class 8 contains 79889 members 
Mstep: Class 9 contains 44053 members 
Mstep: Class 10 contains 110495 members 
Mstep: Class 11 contains 30590 members 
Mstep: Class 12 contains 93643 members 
Mstep: Class 13 contains 52474 members 
Mstep: Class 14 contains 149388 members 
Mstep: Class 15 contains 16694 members 
Mstep: Class 16 contains 18867 members 
Mstep: Class 17 contains 124929 members 
Mstep: Class 18 contains 6609 members 
Mstep: Class 19 contains 17373 members 
Mstep: Class 20 contains 25499 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63962 members 
Mstep: Class 23 contains 115774 members 
Mstep: Class 24 contains 17428 members 
Mstep: Class 25 contains 53578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437440.000000 Penalty: 214562.796875
Iteration 60F: 26 clusters Score -2.724374e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97870 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 61052 members 
Mstep: Class 6 contains 15829 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 79864 members 
Mstep: Class 9 contains 43955 members 
Mstep: Class 10 contains 110507 members 
Mstep: Class 11 contains 30633 members 
Mstep: Class 12 contains 93657 members 
Mstep: Class 13 contains 52601 members 
Mstep: Class 14 contains 149431 members 
Mstep: Class 15 contains 16656 members 
Mstep: Class 16 contains 18960 members 
Mstep: Class 17 contains 124918 members 
Mstep: Class 18 contains 6601 members 
Mstep: Class 19 contains 17367 members 
Mstep: Class 20 contains 25225 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63964 members 
Mstep: Class 23 contains 115776 members 
Mstep: Class 24 contains 17429 members 
Mstep: Class 25 contains 53623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437536.000000 Penalty: 214562.796875
Iteration 61Q: 26 clusters Score -2.724375e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 97943 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 7125 members 
Mstep: Class 5 contains 61166 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 10966 members 
Mstep: Class 8 contains 79826 members 
Mstep: Class 9 contains 43846 members 
Mstep: Class 10 contains 110520 members 
Mstep: Class 11 contains 30672 members 
Mstep: Class 12 contains 93663 members 
Mstep: Class 13 contains 52726 members 
Mstep: Class 14 contains 149455 members 
Mstep: Class 15 contains 16629 members 
Mstep: Class 16 contains 19035 members 
Mstep: Class 17 contains 124922 members 
Mstep: Class 18 contains 6600 members 
Mstep: Class 19 contains 17360 members 
Mstep: Class 20 contains 24917 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63969 members 
Mstep: Class 23 contains 115767 members 
Mstep: Class 24 contains 17431 members 
Mstep: Class 25 contains 53679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437664.000000 Penalty: 214562.796875
Iteration 62Q: 26 clusters Score -2.724377e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98011 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 7192 members 
Mstep: Class 5 contains 61263 members 
Mstep: Class 6 contains 15812 members 
Mstep: Class 7 contains 10866 members 
Mstep: Class 8 contains 79797 members 
Mstep: Class 9 contains 43756 members 
Mstep: Class 10 contains 110539 members 
Mstep: Class 11 contains 30707 members 
Mstep: Class 12 contains 93659 members 
Mstep: Class 13 contains 52859 members 
Mstep: Class 14 contains 149476 members 
Mstep: Class 15 contains 16595 members 
Mstep: Class 16 contains 19128 members 
Mstep: Class 17 contains 124923 members 
Mstep: Class 18 contains 6598 members 
Mstep: Class 19 contains 17362 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63977 members 
Mstep: Class 23 contains 115750 members 
Mstep: Class 24 contains 17429 members 
Mstep: Class 25 contains 53719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437312.000000 Penalty: 214562.796875
Iteration 63Q: 26 clusters Score -2.724373e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98071 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 7261 members 
Mstep: Class 5 contains 61361 members 
Mstep: Class 6 contains 15796 members 
Mstep: Class 7 contains 10785 members 
Mstep: Class 8 contains 79778 members 
Mstep: Class 9 contains 43671 members 
Mstep: Class 10 contains 110549 members 
Mstep: Class 11 contains 30736 members 
Mstep: Class 12 contains 93664 members 
Mstep: Class 13 contains 52961 members 
Mstep: Class 14 contains 149491 members 
Mstep: Class 15 contains 16561 members 
Mstep: Class 16 contains 19218 members 
Mstep: Class 17 contains 124921 members 
Mstep: Class 18 contains 6594 members 
Mstep: Class 19 contains 17365 members 
Mstep: Class 20 contains 24349 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63976 members 
Mstep: Class 23 contains 115736 members 
Mstep: Class 24 contains 17426 members 
Mstep: Class 25 contains 53768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438048.000000 Penalty: 214562.796875
Iteration 64Q: 26 clusters Score -2.72438e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98141 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 7317 members 
Mstep: Class 5 contains 61460 members 
Mstep: Class 6 contains 15776 members 
Mstep: Class 7 contains 10720 members 
Mstep: Class 8 contains 79769 members 
Mstep: Class 9 contains 43600 members 
Mstep: Class 10 contains 110556 members 
Mstep: Class 11 contains 30777 members 
Mstep: Class 12 contains 93670 members 
Mstep: Class 13 contains 53051 members 
Mstep: Class 14 contains 149510 members 
Mstep: Class 15 contains 16527 members 
Mstep: Class 16 contains 19289 members 
Mstep: Class 17 contains 124922 members 
Mstep: Class 18 contains 6591 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 24056 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63977 members 
Mstep: Class 23 contains 115725 members 
Mstep: Class 24 contains 17422 members 
Mstep: Class 25 contains 53821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438304.000000 Penalty: 214562.796875
Iteration 65Q: 26 clusters Score -2.724383e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98199 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 7359 members 
Mstep: Class 5 contains 61564 members 
Mstep: Class 6 contains 15766 members 
Mstep: Class 7 contains 10652 members 
Mstep: Class 8 contains 79751 members 
Mstep: Class 9 contains 43534 members 
Mstep: Class 10 contains 110544 members 
Mstep: Class 11 contains 30816 members 
Mstep: Class 12 contains 93665 members 
Mstep: Class 13 contains 53140 members 
Mstep: Class 14 contains 149527 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 19353 members 
Mstep: Class 17 contains 124923 members 
Mstep: Class 18 contains 6587 members 
Mstep: Class 19 contains 17357 members 
Mstep: Class 20 contains 23815 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 63992 members 
Mstep: Class 23 contains 115713 members 
Mstep: Class 24 contains 17421 members 
Mstep: Class 25 contains 53869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437792.000000 Penalty: 214562.796875
Iteration 66Q: 26 clusters Score -2.724378e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98241 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 7395 members 
Mstep: Class 5 contains 61653 members 
Mstep: Class 6 contains 15752 members 
Mstep: Class 7 contains 10586 members 
Mstep: Class 8 contains 79733 members 
Mstep: Class 9 contains 43469 members 
Mstep: Class 10 contains 110536 members 
Mstep: Class 11 contains 30859 members 
Mstep: Class 12 contains 93672 members 
Mstep: Class 13 contains 53215 members 
Mstep: Class 14 contains 149551 members 
Mstep: Class 15 contains 16463 members 
Mstep: Class 16 contains 19411 members 
Mstep: Class 17 contains 124914 members 
Mstep: Class 18 contains 6583 members 
Mstep: Class 19 contains 17354 members 
Mstep: Class 20 contains 23587 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64008 members 
Mstep: Class 23 contains 115716 members 
Mstep: Class 24 contains 17419 members 
Mstep: Class 25 contains 53921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437760.000000 Penalty: 214562.796875
Iteration 67Q: 26 clusters Score -2.724378e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98256 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 7428 members 
Mstep: Class 5 contains 61770 members 
Mstep: Class 6 contains 15737 members 
Mstep: Class 7 contains 10528 members 
Mstep: Class 8 contains 79733 members 
Mstep: Class 9 contains 43428 members 
Mstep: Class 10 contains 110533 members 
Mstep: Class 11 contains 30902 members 
Mstep: Class 12 contains 93674 members 
Mstep: Class 13 contains 53245 members 
Mstep: Class 14 contains 149569 members 
Mstep: Class 15 contains 16412 members 
Mstep: Class 16 contains 19462 members 
Mstep: Class 17 contains 124924 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 23368 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64031 members 
Mstep: Class 23 contains 115721 members 
Mstep: Class 24 contains 17420 members 
Mstep: Class 25 contains 53972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438048.000000 Penalty: 214562.796875
Iteration 68Q: 26 clusters Score -2.72438e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98278 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7452 members 
Mstep: Class 5 contains 61866 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 10475 members 
Mstep: Class 8 contains 79711 members 
Mstep: Class 9 contains 43408 members 
Mstep: Class 10 contains 110552 members 
Mstep: Class 11 contains 30936 members 
Mstep: Class 12 contains 93666 members 
Mstep: Class 13 contains 53321 members 
Mstep: Class 14 contains 149578 members 
Mstep: Class 15 contains 16378 members 
Mstep: Class 16 contains 19504 members 
Mstep: Class 17 contains 124922 members 
Mstep: Class 18 contains 6569 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 23146 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64042 members 
Mstep: Class 23 contains 115714 members 
Mstep: Class 24 contains 17419 members 
Mstep: Class 25 contains 54033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438336.000000 Penalty: 214562.796875
Iteration 69Q: 26 clusters Score -2.724383e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98338 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7474 members 
Mstep: Class 5 contains 61949 members 
Mstep: Class 6 contains 15721 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 8 contains 79709 members 
Mstep: Class 9 contains 43345 members 
Mstep: Class 10 contains 110557 members 
Mstep: Class 11 contains 30967 members 
Mstep: Class 12 contains 93658 members 
Mstep: Class 13 contains 53375 members 
Mstep: Class 14 contains 149577 members 
Mstep: Class 15 contains 16359 members 
Mstep: Class 16 contains 19551 members 
Mstep: Class 17 contains 124935 members 
Mstep: Class 18 contains 6564 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 22928 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64060 members 
Mstep: Class 23 contains 115717 members 
Mstep: Class 24 contains 17416 members 
Mstep: Class 25 contains 54081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438240.000000 Penalty: 214562.796875
Iteration 70Q: 26 clusters Score -2.724382e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98390 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7496 members 
Mstep: Class 5 contains 62072 members 
Mstep: Class 6 contains 15714 members 
Mstep: Class 7 contains 10366 members 
Mstep: Class 8 contains 79700 members 
Mstep: Class 9 contains 43317 members 
Mstep: Class 10 contains 110554 members 
Mstep: Class 11 contains 30987 members 
Mstep: Class 12 contains 93674 members 
Mstep: Class 13 contains 53370 members 
Mstep: Class 14 contains 149588 members 
Mstep: Class 15 contains 16342 members 
Mstep: Class 16 contains 19592 members 
Mstep: Class 17 contains 124934 members 
Mstep: Class 18 contains 6561 members 
Mstep: Class 19 contains 17338 members 
Mstep: Class 20 contains 22722 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64060 members 
Mstep: Class 23 contains 115719 members 
Mstep: Class 24 contains 17412 members 
Mstep: Class 25 contains 54132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437792.000000 Penalty: 214562.796875
Iteration 71Q: 26 clusters Score -2.724378e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98435 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7518 members 
Mstep: Class 5 contains 62152 members 
Mstep: Class 6 contains 15710 members 
Mstep: Class 7 contains 10310 members 
Mstep: Class 8 contains 79697 members 
Mstep: Class 9 contains 43282 members 
Mstep: Class 10 contains 110552 members 
Mstep: Class 11 contains 31010 members 
Mstep: Class 12 contains 93684 members 
Mstep: Class 13 contains 53372 members 
Mstep: Class 14 contains 149604 members 
Mstep: Class 15 contains 16327 members 
Mstep: Class 16 contains 19634 members 
Mstep: Class 17 contains 124939 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 17340 members 
Mstep: Class 20 contains 22536 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64067 members 
Mstep: Class 23 contains 115722 members 
Mstep: Class 24 contains 17409 members 
Mstep: Class 25 contains 54178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438464.000000 Penalty: 214562.796875
Iteration 72Q: 26 clusters Score -2.724385e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98480 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 62248 members 
Mstep: Class 6 contains 15710 members 
Mstep: Class 7 contains 10257 members 
Mstep: Class 8 contains 79692 members 
Mstep: Class 9 contains 43259 members 
Mstep: Class 10 contains 110562 members 
Mstep: Class 11 contains 31034 members 
Mstep: Class 12 contains 93690 members 
Mstep: Class 13 contains 53377 members 
Mstep: Class 14 contains 149599 members 
Mstep: Class 15 contains 16312 members 
Mstep: Class 16 contains 19678 members 
Mstep: Class 17 contains 124932 members 
Mstep: Class 18 contains 6563 members 
Mstep: Class 19 contains 17333 members 
Mstep: Class 20 contains 22343 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64074 members 
Mstep: Class 23 contains 115718 members 
Mstep: Class 24 contains 17408 members 
Mstep: Class 25 contains 54220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438272.000000 Penalty: 214562.796875
Iteration 73Q: 26 clusters Score -2.724383e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98505 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7558 members 
Mstep: Class 5 contains 62328 members 
Mstep: Class 6 contains 15702 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 79689 members 
Mstep: Class 9 contains 43236 members 
Mstep: Class 10 contains 110576 members 
Mstep: Class 11 contains 31062 members 
Mstep: Class 12 contains 93689 members 
Mstep: Class 13 contains 53381 members 
Mstep: Class 14 contains 149616 members 
Mstep: Class 15 contains 16304 members 
Mstep: Class 16 contains 19721 members 
Mstep: Class 17 contains 124936 members 
Mstep: Class 18 contains 6561 members 
Mstep: Class 19 contains 17335 members 
Mstep: Class 20 contains 22173 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115722 members 
Mstep: Class 24 contains 17406 members 
Mstep: Class 25 contains 54255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272438304.000000 Penalty: 214562.796875
Iteration 74Q: 26 clusters Score -2.724383e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98538 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7580 members 
Mstep: Class 5 contains 62413 members 
Mstep: Class 6 contains 15699 members 
Mstep: Class 7 contains 10139 members 
Mstep: Class 8 contains 79687 members 
Mstep: Class 9 contains 43222 members 
Mstep: Class 10 contains 110576 members 
Mstep: Class 11 contains 31093 members 
Mstep: Class 12 contains 93685 members 
Mstep: Class 13 contains 53388 members 
Mstep: Class 14 contains 149634 members 
Mstep: Class 15 contains 16300 members 
Mstep: Class 16 contains 19768 members 
Mstep: Class 17 contains 124919 members 
Mstep: Class 18 contains 6560 members 
Mstep: Class 19 contains 17332 members 
Mstep: Class 20 contains 22003 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64092 members 
Mstep: Class 23 contains 115722 members 
Mstep: Class 24 contains 17402 members 
Mstep: Class 25 contains 54289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437824.000000 Penalty: 214562.796875
Iteration 75Q: 26 clusters Score -2.724378e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98588 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 62503 members 
Mstep: Class 6 contains 15694 members 
Mstep: Class 7 contains 10086 members 
Mstep: Class 8 contains 79685 members 
Mstep: Class 9 contains 43197 members 
Mstep: Class 10 contains 110567 members 
Mstep: Class 11 contains 31112 members 
Mstep: Class 12 contains 93678 members 
Mstep: Class 13 contains 53398 members 
Mstep: Class 14 contains 149651 members 
Mstep: Class 15 contains 16299 members 
Mstep: Class 16 contains 19806 members 
Mstep: Class 17 contains 124927 members 
Mstep: Class 18 contains 6559 members 
Mstep: Class 19 contains 17330 members 
Mstep: Class 20 contains 21826 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64099 members 
Mstep: Class 23 contains 115723 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 54322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437920.000000 Penalty: 214562.796875
Iteration 76Q: 26 clusters Score -2.724379e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98619 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7595 members 
Mstep: Class 5 contains 62588 members 
Mstep: Class 6 contains 15690 members 
Mstep: Class 7 contains 10060 members 
Mstep: Class 8 contains 79685 members 
Mstep: Class 9 contains 43178 members 
Mstep: Class 10 contains 110571 members 
Mstep: Class 11 contains 31125 members 
Mstep: Class 12 contains 93667 members 
Mstep: Class 13 contains 53385 members 
Mstep: Class 14 contains 149666 members 
Mstep: Class 15 contains 16298 members 
Mstep: Class 16 contains 19838 members 
Mstep: Class 17 contains 124921 members 
Mstep: Class 18 contains 6557 members 
Mstep: Class 19 contains 17327 members 
Mstep: Class 20 contains 21682 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64115 members 
Mstep: Class 23 contains 115729 members 
Mstep: Class 24 contains 17398 members 
Mstep: Class 25 contains 54347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437536.000000 Penalty: 214562.796875
Iteration 77Q: 26 clusters Score -2.724375e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98655 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 62650 members 
Mstep: Class 6 contains 15685 members 
Mstep: Class 7 contains 10044 members 
Mstep: Class 8 contains 79687 members 
Mstep: Class 9 contains 43162 members 
Mstep: Class 10 contains 110552 members 
Mstep: Class 11 contains 31142 members 
Mstep: Class 12 contains 93661 members 
Mstep: Class 13 contains 53391 members 
Mstep: Class 14 contains 149667 members 
Mstep: Class 15 contains 16297 members 
Mstep: Class 16 contains 19884 members 
Mstep: Class 17 contains 124926 members 
Mstep: Class 18 contains 6553 members 
Mstep: Class 19 contains 17324 members 
Mstep: Class 20 contains 21549 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 115720 members 
Mstep: Class 24 contains 17396 members 
Mstep: Class 25 contains 54372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272437536.000000 Penalty: 214562.796875
Iteration 78Q: 26 clusters Score -2.724375e+08 nChanged 574
Entering ConstructFrom: 
Score: -272437536.000000 Penalty: 214562.796875
Entering ConstructFrom: 
Trying to split cluster 1 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -285911.562500 Penalty: 4396.858887
	Iteration 0F: 2 clusters Score -285911.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -281505.937500 Penalty: 8793.717773
	Iteration 0F: 3 clusters Score -281505.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -281868.000000 Penalty: 8793.717773
	Iteration 1F: 3 clusters Score -281868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -281969.093750 Penalty: 8793.717773
	Iteration 2Q: 3 clusters Score -281969.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -282012.218750 Penalty: 8793.717773
	Iteration 3Q: 3 clusters Score -282012.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -282048.375000 Penalty: 8793.717773
	Iteration 4Q: 3 clusters Score -282048.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -282084.718750 Penalty: 8793.717773
	Iteration 5Q: 3 clusters Score -282084.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -282126.500000 Penalty: 8793.717773
	Iteration 6Q: 3 clusters Score -282126.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -282164.375000 Penalty: 8793.717773
	Iteration 7Q: 3 clusters Score -282164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -282185.812500 Penalty: 8793.717773
	Iteration 8Q: 3 clusters Score -282185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -282195.218750 Penalty: 8793.717773
	Iteration 9Q: 3 clusters Score -282195.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -282203.843750 Penalty: 8793.717773
	Iteration 10Q: 3 clusters Score -282203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -282206.593750 Penalty: 8793.717773
	Iteration 11Q: 3 clusters Score -282206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -282209.906250 Penalty: 8793.717773
	Iteration 12Q: 3 clusters Score -282209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -282211.781250 Penalty: 8793.717773
	Iteration 13Q: 3 clusters Score -282211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -282215.000000 Penalty: 8793.717773
	Iteration 14Q: 3 clusters Score -282215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -282217.218750 Penalty: 8793.717773
	Iteration 15Q: 3 clusters Score -282217.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -282217.218750 Penalty: 8793.717773
	Iteration 16F: 3 clusters Score -282217.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (98683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Entering Unmasked Estep 
Score: -22421672.000000 Penalty: 7043.546875
	Iteration 0F: 2 clusters Score -2.242167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -22355026.000000 Penalty: 14087.093750
	Iteration 0F: 3 clusters Score -2.235503e+07 nChanged 45073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -22379640.000000 Penalty: 14087.093750
	Iteration 1F: 3 clusters Score -2.237964e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -22380878.000000 Penalty: 14087.093750
	Iteration 2Q: 3 clusters Score -2.238088e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -22382030.000000 Penalty: 14087.093750
	Iteration 3Q: 3 clusters Score -2.238203e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -22383162.000000 Penalty: 14087.093750
	Iteration 4Q: 3 clusters Score -2.238316e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -22384418.000000 Penalty: 14087.093750
	Iteration 5Q: 3 clusters Score -2.238442e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -22386170.000000 Penalty: 14087.093750
	Iteration 6Q: 3 clusters Score -2.238617e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -22388410.000000 Penalty: 14087.093750
	Iteration 7Q: 3 clusters Score -2.238841e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -22390988.000000 Penalty: 14087.093750
	Iteration 8F: 3 clusters Score -2.239099e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -22393788.000000 Penalty: 14087.093750
	Iteration 9F: 3 clusters Score -2.239379e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -22396832.000000 Penalty: 14087.093750
	Iteration 10F: 3 clusters Score -2.239683e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -22400194.000000 Penalty: 14087.093750
	Iteration 11F: 3 clusters Score -2.240019e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -22403728.000000 Penalty: 14087.093750
	Iteration 12Q: 3 clusters Score -2.240373e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -22407088.000000 Penalty: 14087.093750
	Iteration 13Q: 3 clusters Score -2.240709e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -22409780.000000 Penalty: 14087.093750
	Iteration 14Q: 3 clusters Score -2.240978e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -22411468.000000 Penalty: 14087.093750
	Iteration 15Q: 3 clusters Score -2.241147e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -22412286.000000 Penalty: 14087.093750
	Iteration 16Q: 3 clusters Score -2.241229e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -22412774.000000 Penalty: 14087.093750
	Iteration 17Q: 3 clusters Score -2.241277e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -22413176.000000 Penalty: 14087.093750
	Iteration 18Q: 3 clusters Score -2.241318e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -22413482.000000 Penalty: 14087.093750
	Iteration 19Q: 3 clusters Score -2.241348e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -22413686.000000 Penalty: 14087.093750
	Iteration 20F: 3 clusters Score -2.241369e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -22413832.000000 Penalty: 14087.093750
	Iteration 21Q: 3 clusters Score -2.241383e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -22413978.000000 Penalty: 14087.093750
	Iteration 22Q: 3 clusters Score -2.241398e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82108 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -22414090.000000 Penalty: 14087.093750
	Iteration 23Q: 3 clusters Score -2.241409e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -22414228.000000 Penalty: 14087.093750
	Iteration 24Q: 3 clusters Score -2.241423e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -22414394.000000 Penalty: 14087.093750
	Iteration 25Q: 3 clusters Score -2.241439e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -22414396.000000 Penalty: 14087.093750
	Iteration 26Q: 3 clusters Score -2.24144e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -22414602.000000 Penalty: 14087.093750
	Iteration 27Q: 3 clusters Score -2.24146e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -22414762.000000 Penalty: 14087.093750
	Iteration 28Q: 3 clusters Score -2.241476e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -22414918.000000 Penalty: 14087.093750
	Iteration 29Q: 3 clusters Score -2.241492e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -22414982.000000 Penalty: 14087.093750
	Iteration 30Q: 3 clusters Score -2.241498e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -22415056.000000 Penalty: 14087.093750
	Iteration 31Q: 3 clusters Score -2.241506e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -22415074.000000 Penalty: 14087.093750
	Iteration 32Q: 3 clusters Score -2.241507e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -22415108.000000 Penalty: 14087.093750
	Iteration 33Q: 3 clusters Score -2.241511e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -22415156.000000 Penalty: 14087.093750
	Iteration 34Q: 3 clusters Score -2.241516e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -22415204.000000 Penalty: 14087.093750
	Iteration 35Q: 3 clusters Score -2.24152e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -22415262.000000 Penalty: 14087.093750
	Iteration 36Q: 3 clusters Score -2.241526e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -22415314.000000 Penalty: 14087.093750
	Iteration 37Q: 3 clusters Score -2.241531e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88561 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -22415398.000000 Penalty: 14087.093750
	Iteration 38Q: 3 clusters Score -2.24154e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -22415468.000000 Penalty: 14087.093750
	Iteration 39Q: 3 clusters Score -2.241547e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89135 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -22415502.000000 Penalty: 14087.093750
	Iteration 40F: 3 clusters Score -2.24155e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -22415576.000000 Penalty: 14087.093750
	Iteration 41Q: 3 clusters Score -2.241558e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -22415606.000000 Penalty: 14087.093750
	Iteration 42Q: 3 clusters Score -2.241561e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -22415652.000000 Penalty: 14087.093750
	Iteration 43Q: 3 clusters Score -2.241565e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -22415660.000000 Penalty: 14087.093750
	Iteration 44Q: 3 clusters Score -2.241566e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -22415716.000000 Penalty: 14087.093750
	Iteration 45Q: 3 clusters Score -2.241572e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -22415686.000000 Penalty: 14087.093750
	Iteration 46Q: 3 clusters Score -2.241569e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -22415700.000000 Penalty: 14087.093750
	Iteration 47Q: 3 clusters Score -2.24157e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90692 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -22415756.000000 Penalty: 14087.093750
	Iteration 48Q: 3 clusters Score -2.241576e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90851 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -22415832.000000 Penalty: 14087.093750
	Iteration 49Q: 3 clusters Score -2.241583e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -22415856.000000 Penalty: 14087.093750
	Iteration 50Q: 3 clusters Score -2.241586e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -22415870.000000 Penalty: 14087.093750
	Iteration 51Q: 3 clusters Score -2.241587e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -22415866.000000 Penalty: 14087.093750
	Iteration 52Q: 3 clusters Score -2.241587e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -22415886.000000 Penalty: 14087.093750
	Iteration 53Q: 3 clusters Score -2.241589e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -22415944.000000 Penalty: 14087.093750
	Iteration 54Q: 3 clusters Score -2.241594e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -22415982.000000 Penalty: 14087.093750
	Iteration 55Q: 3 clusters Score -2.241598e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -22416014.000000 Penalty: 14087.093750
	Iteration 56Q: 3 clusters Score -2.241601e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -22415990.000000 Penalty: 14087.093750
	Iteration 57Q: 3 clusters Score -2.241599e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -22416004.000000 Penalty: 14087.093750
	Iteration 58Q: 3 clusters Score -2.2416e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -22416040.000000 Penalty: 14087.093750
	Iteration 59Q: 3 clusters Score -2.241604e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -22416026.000000 Penalty: 14087.093750
	Iteration 60F: 3 clusters Score -2.241603e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -22416050.000000 Penalty: 14087.093750
	Iteration 61Q: 3 clusters Score -2.241605e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -22416080.000000 Penalty: 14087.093750
	Iteration 62Q: 3 clusters Score -2.241608e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92451 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -22416142.000000 Penalty: 14087.093750
	Iteration 63Q: 3 clusters Score -2.241614e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92548 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -22416174.000000 Penalty: 14087.093750
	Iteration 64Q: 3 clusters Score -2.241617e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -22416226.000000 Penalty: 14087.093750
	Iteration 65Q: 3 clusters Score -2.241623e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92722 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -22416214.000000 Penalty: 14087.093750
	Iteration 66Q: 3 clusters Score -2.241621e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -22416234.000000 Penalty: 14087.093750
	Iteration 67Q: 3 clusters Score -2.241623e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -22416232.000000 Penalty: 14087.093750
	Iteration 68Q: 3 clusters Score -2.241623e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92957 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -22416270.000000 Penalty: 14087.093750
	Iteration 69Q: 3 clusters Score -2.241627e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -22416244.000000 Penalty: 14087.093750
	Iteration 70Q: 3 clusters Score -2.241624e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -22416276.000000 Penalty: 14087.093750
	Iteration 71Q: 3 clusters Score -2.241628e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -22416262.000000 Penalty: 14087.093750
	Iteration 72Q: 3 clusters Score -2.241626e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93109 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -22416252.000000 Penalty: 14087.093750
	Iteration 73Q: 3 clusters Score -2.241625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -22416284.000000 Penalty: 14087.093750
	Iteration 74Q: 3 clusters Score -2.241628e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -22416284.000000 Penalty: 14087.093750
	Iteration 75Q: 3 clusters Score -2.241628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -22416318.000000 Penalty: 14087.093750
	Iteration 76Q: 3 clusters Score -2.241632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -22416308.000000 Penalty: 14087.093750
	Iteration 77Q: 3 clusters Score -2.241631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -22416316.000000 Penalty: 14087.093750
	Iteration 78Q: 3 clusters Score -2.241632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -22416330.000000 Penalty: 14087.093750
	Iteration 79Q: 3 clusters Score -2.241633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -22416354.000000 Penalty: 14087.093750
	Iteration 80F: 3 clusters Score -2.241635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93283 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -22416378.000000 Penalty: 14087.093750
	Iteration 81Q: 3 clusters Score -2.241638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -22416362.000000 Penalty: 14087.093750
	Iteration 82Q: 3 clusters Score -2.241636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93291 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -22416352.000000 Penalty: 14087.093750
	Iteration 83Q: 3 clusters Score -2.241635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -22416364.000000 Penalty: 14087.093750
	Iteration 84Q: 3 clusters Score -2.241636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -22416340.000000 Penalty: 14087.093750
	Iteration 85Q: 3 clusters Score -2.241634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -22416358.000000 Penalty: 14087.093750
	Iteration 86Q: 3 clusters Score -2.241636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -22416368.000000 Penalty: 14087.093750
	Iteration 87Q: 3 clusters Score -2.241637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93314 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -22416368.000000 Penalty: 14087.093750
	Iteration 88Q: 3 clusters Score -2.241637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -22416368.000000 Penalty: 14087.093750
	Iteration 89Q: 3 clusters Score -2.241637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -22416364.000000 Penalty: 14087.093750
	Iteration 90Q: 3 clusters Score -2.241636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -22416348.000000 Penalty: 14087.093750
	Iteration 91Q: 3 clusters Score -2.241635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93340 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -22416360.000000 Penalty: 14087.093750
	Iteration 92Q: 3 clusters Score -2.241636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -22416352.000000 Penalty: 14087.093750
	Iteration 93Q: 3 clusters Score -2.241635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -22416352.000000 Penalty: 14087.093750
	Iteration 94Q: 3 clusters Score -2.241635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -22416382.000000 Penalty: 14087.093750
	Iteration 95Q: 3 clusters Score -2.241638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93370 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -22416396.000000 Penalty: 14087.093750
	Iteration 96Q: 3 clusters Score -2.24164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93377 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -22416382.000000 Penalty: 14087.093750
	Iteration 97Q: 3 clusters Score -2.241638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -22416378.000000 Penalty: 14087.093750
	Iteration 98Q: 3 clusters Score -2.241638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -22416402.000000 Penalty: 14087.093750
	Iteration 99Q: 3 clusters Score -2.24164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -22416396.000000 Penalty: 14087.093750
	Iteration 100F: 3 clusters Score -2.24164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -22416386.000000 Penalty: 14087.093750
	Iteration 101Q: 3 clusters Score -2.241639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -22416386.000000 Penalty: 14087.093750
	Iteration 102Q: 3 clusters Score -2.241639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -22416380.000000 Penalty: 14087.093750
	Iteration 103Q: 3 clusters Score -2.241638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -22416392.000000 Penalty: 14087.093750
	Iteration 104Q: 3 clusters Score -2.241639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -22416398.000000 Penalty: 14087.093750
	Iteration 105Q: 3 clusters Score -2.24164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93416 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -22416398.000000 Penalty: 14087.093750
	Iteration 106Q: 3 clusters Score -2.24164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -22416392.000000 Penalty: 14087.093750
	Iteration 107Q: 3 clusters Score -2.241639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -22416386.000000 Penalty: 14087.093750
	Iteration 108Q: 3 clusters Score -2.241639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -22416386.000000 Penalty: 14087.093750
	Iteration 109Q: 3 clusters Score -2.241639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -22416386.000000 Penalty: 14087.093750
	Iteration 110F: 3 clusters Score -2.241639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -187956.406250 Penalty: 4171.887207
	Iteration 0F: 2 clusters Score -187956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -184158.359375 Penalty: 8343.774414
	Iteration 0F: 3 clusters Score -184158.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -184491.359375 Penalty: 8343.774414
	Iteration 1F: 3 clusters Score -184491.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -184650.875000 Penalty: 8343.774414
	Iteration 2Q: 3 clusters Score -184650.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -184716.359375 Penalty: 8343.774414
	Iteration 3Q: 3 clusters Score -184716.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -184742.468750 Penalty: 8343.774414
	Iteration 4Q: 3 clusters Score -184742.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -184784.984375 Penalty: 8343.774414
	Iteration 5Q: 3 clusters Score -184785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -184806.734375 Penalty: 8343.774414
	Iteration 6Q: 3 clusters Score -184806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -184818.546875 Penalty: 8343.774414
	Iteration 7Q: 3 clusters Score -184818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -184822.562500 Penalty: 8343.774414
	Iteration 8Q: 3 clusters Score -184822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -184823.593750 Penalty: 8343.774414
	Iteration 9Q: 3 clusters Score -184823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -184823.593750 Penalty: 8343.774414
	Iteration 10F: 3 clusters Score -184823.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Entering Unmasked Estep 
Score: -1667726.750000 Penalty: 5473.644043
	Iteration 0F: 2 clusters Score -1667727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1659002.500000 Penalty: 10947.288086
	Iteration 0F: 3 clusters Score -1659002 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1660759.875000 Penalty: 10947.288086
	Iteration 1F: 3 clusters Score -1660760 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1661184.000000 Penalty: 10947.288086
	Iteration 2F: 3 clusters Score -1661184 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1661463.125000 Penalty: 10947.288086
	Iteration 3Q: 3 clusters Score -1661463 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1661645.500000 Penalty: 10947.288086
	Iteration 4Q: 3 clusters Score -1661646 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1661787.625000 Penalty: 10947.288086
	Iteration 5Q: 3 clusters Score -1661788 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1661890.625000 Penalty: 10947.288086
	Iteration 6Q: 3 clusters Score -1661891 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1661967.000000 Penalty: 10947.288086
	Iteration 7Q: 3 clusters Score -1661967 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1662018.750000 Penalty: 10947.288086
	Iteration 8Q: 3 clusters Score -1662019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1662054.000000 Penalty: 10947.288086
	Iteration 9Q: 3 clusters Score -1662054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1662085.000000 Penalty: 10947.288086
	Iteration 10Q: 3 clusters Score -1662085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1662105.375000 Penalty: 10947.288086
	Iteration 11Q: 3 clusters Score -1662105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1662121.000000 Penalty: 10947.288086
	Iteration 12Q: 3 clusters Score -1662121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1662136.500000 Penalty: 10947.288086
	Iteration 13Q: 3 clusters Score -1662136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1662160.250000 Penalty: 10947.288086
	Iteration 14Q: 3 clusters Score -1662160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1662164.750000 Penalty: 10947.288086
	Iteration 15Q: 3 clusters Score -1662165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1662179.375000 Penalty: 10947.288086
	Iteration 16Q: 3 clusters Score -1662179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1662188.000000 Penalty: 10947.288086
	Iteration 17Q: 3 clusters Score -1662188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1662189.375000 Penalty: 10947.288086
	Iteration 18Q: 3 clusters Score -1662189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1662197.000000 Penalty: 10947.288086
	Iteration 19Q: 3 clusters Score -1662197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1662205.250000 Penalty: 10947.288086
	Iteration 20F: 3 clusters Score -1662205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1662216.500000 Penalty: 10947.288086
	Iteration 21Q: 3 clusters Score -1662216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1662221.750000 Penalty: 10947.288086
	Iteration 22Q: 3 clusters Score -1662222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1662227.250000 Penalty: 10947.288086
	Iteration 23Q: 3 clusters Score -1662227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1662228.875000 Penalty: 10947.288086
	Iteration 24Q: 3 clusters Score -1662229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1662229.750000 Penalty: 10947.288086
	Iteration 25Q: 3 clusters Score -1662230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1662238.125000 Penalty: 10947.288086
	Iteration 26Q: 3 clusters Score -1662238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1662242.750000 Penalty: 10947.288086
	Iteration 27Q: 3 clusters Score -1662243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1662242.500000 Penalty: 10947.288086
	Iteration 28Q: 3 clusters Score -1662242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1662244.125000 Penalty: 10947.288086
	Iteration 29Q: 3 clusters Score -1662244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1662247.625000 Penalty: 10947.288086
	Iteration 30Q: 3 clusters Score -1662248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1662251.375000 Penalty: 10947.288086
	Iteration 31Q: 3 clusters Score -1662251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1662253.125000 Penalty: 10947.288086
	Iteration 32Q: 3 clusters Score -1662253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1662254.125000 Penalty: 10947.288086
	Iteration 33Q: 3 clusters Score -1662254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1662257.250000 Penalty: 10947.288086
	Iteration 34Q: 3 clusters Score -1662257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1662261.375000 Penalty: 10947.288086
	Iteration 35Q: 3 clusters Score -1662261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1662262.875000 Penalty: 10947.288086
	Iteration 36Q: 3 clusters Score -1662263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1662263.625000 Penalty: 10947.288086
	Iteration 37Q: 3 clusters Score -1662264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1662269.625000 Penalty: 10947.288086
	Iteration 38Q: 3 clusters Score -1662270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1662271.500000 Penalty: 10947.288086
	Iteration 39Q: 3 clusters Score -1662272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1662273.375000 Penalty: 10947.288086
	Iteration 40F: 3 clusters Score -1662273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1662272.625000 Penalty: 10947.288086
	Iteration 41Q: 3 clusters Score -1662273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1662272.625000 Penalty: 10947.288086
	Iteration 42F: 3 clusters Score -1662273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Entering Unmasked Estep 
Score: -13592850.000000 Penalty: 6765.951660
	Iteration 0F: 2 clusters Score -1.359285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -13549123.000000 Penalty: 13531.903320
	Iteration 0F: 3 clusters Score -1.354912e+07 nChanged 27912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -13564825.000000 Penalty: 13531.903320
	Iteration 1F: 3 clusters Score -1.356482e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -13566800.000000 Penalty: 13531.903320
	Iteration 2F: 3 clusters Score -1.35668e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -13569051.000000 Penalty: 13531.903320
	Iteration 3F: 3 clusters Score -1.356905e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -13571770.000000 Penalty: 13531.903320
	Iteration 4F: 3 clusters Score -1.357177e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -13574277.000000 Penalty: 13531.903320
	Iteration 5F: 3 clusters Score -1.357428e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -13576584.000000 Penalty: 13531.903320
	Iteration 6F: 3 clusters Score -1.357658e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -13578499.000000 Penalty: 13531.903320
	Iteration 7F: 3 clusters Score -1.35785e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -13580019.000000 Penalty: 13531.903320
	Iteration 8Q: 3 clusters Score -1.358002e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -13581252.000000 Penalty: 13531.903320
	Iteration 9Q: 3 clusters Score -1.358125e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -13582423.000000 Penalty: 13531.903320
	Iteration 10Q: 3 clusters Score -1.358242e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -13583159.000000 Penalty: 13531.903320
	Iteration 11Q: 3 clusters Score -1.358316e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -13583692.000000 Penalty: 13531.903320
	Iteration 12Q: 3 clusters Score -1.358369e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -13584226.000000 Penalty: 13531.903320
	Iteration 13Q: 3 clusters Score -1.358423e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -13584629.000000 Penalty: 13531.903320
	Iteration 14Q: 3 clusters Score -1.358463e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -13584932.000000 Penalty: 13531.903320
	Iteration 15Q: 3 clusters Score -1.358493e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -13585206.000000 Penalty: 13531.903320
	Iteration 16Q: 3 clusters Score -1.358521e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -13585425.000000 Penalty: 13531.903320
	Iteration 17Q: 3 clusters Score -1.358542e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -13585532.000000 Penalty: 13531.903320
	Iteration 18Q: 3 clusters Score -1.358553e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -13585684.000000 Penalty: 13531.903320
	Iteration 19Q: 3 clusters Score -1.358568e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -13585857.000000 Penalty: 13531.903320
	Iteration 20F: 3 clusters Score -1.358586e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -13586003.000000 Penalty: 13531.903320
	Iteration 21Q: 3 clusters Score -1.3586e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -13586060.000000 Penalty: 13531.903320
	Iteration 22Q: 3 clusters Score -1.358606e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -13586207.000000 Penalty: 13531.903320
	Iteration 23Q: 3 clusters Score -1.358621e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -13586321.000000 Penalty: 13531.903320
	Iteration 24Q: 3 clusters Score -1.358632e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -13586377.000000 Penalty: 13531.903320
	Iteration 25Q: 3 clusters Score -1.358638e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -13586527.000000 Penalty: 13531.903320
	Iteration 26Q: 3 clusters Score -1.358653e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -13586571.000000 Penalty: 13531.903320
	Iteration 27Q: 3 clusters Score -1.358657e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -13586631.000000 Penalty: 13531.903320
	Iteration 28Q: 3 clusters Score -1.358663e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -13586736.000000 Penalty: 13531.903320
	Iteration 29Q: 3 clusters Score -1.358674e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -13586837.000000 Penalty: 13531.903320
	Iteration 30Q: 3 clusters Score -1.358684e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -13586908.000000 Penalty: 13531.903320
	Iteration 31Q: 3 clusters Score -1.358691e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -13586956.000000 Penalty: 13531.903320
	Iteration 32Q: 3 clusters Score -1.358696e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -13587035.000000 Penalty: 13531.903320
	Iteration 33Q: 3 clusters Score -1.358704e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -13587115.000000 Penalty: 13531.903320
	Iteration 34Q: 3 clusters Score -1.358712e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -13587194.000000 Penalty: 13531.903320
	Iteration 35Q: 3 clusters Score -1.358719e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -13587284.000000 Penalty: 13531.903320
	Iteration 36Q: 3 clusters Score -1.358728e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -13587372.000000 Penalty: 13531.903320
	Iteration 37Q: 3 clusters Score -1.358737e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -13587402.000000 Penalty: 13531.903320
	Iteration 38Q: 3 clusters Score -1.35874e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -13587465.000000 Penalty: 13531.903320
	Iteration 39Q: 3 clusters Score -1.358746e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -13587529.000000 Penalty: 13531.903320
	Iteration 40F: 3 clusters Score -1.358753e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -13587608.000000 Penalty: 13531.903320
	Iteration 41Q: 3 clusters Score -1.358761e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -13587675.000000 Penalty: 13531.903320
	Iteration 42Q: 3 clusters Score -1.358768e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -13587757.000000 Penalty: 13531.903320
	Iteration 43Q: 3 clusters Score -1.358776e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -13587825.000000 Penalty: 13531.903320
	Iteration 44Q: 3 clusters Score -1.358782e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -13587894.000000 Penalty: 13531.903320
	Iteration 45Q: 3 clusters Score -1.358789e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -13587946.000000 Penalty: 13531.903320
	Iteration 46Q: 3 clusters Score -1.358795e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -13588010.000000 Penalty: 13531.903320
	Iteration 47Q: 3 clusters Score -1.358801e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -13588023.000000 Penalty: 13531.903320
	Iteration 48Q: 3 clusters Score -1.358802e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -13588045.000000 Penalty: 13531.903320
	Iteration 49Q: 3 clusters Score -1.358804e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -13588070.000000 Penalty: 13531.903320
	Iteration 50Q: 3 clusters Score -1.358807e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -13588095.000000 Penalty: 13531.903320
	Iteration 51Q: 3 clusters Score -1.35881e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -13588142.000000 Penalty: 13531.903320
	Iteration 52Q: 3 clusters Score -1.358814e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -13588189.000000 Penalty: 13531.903320
	Iteration 53Q: 3 clusters Score -1.358819e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -13588244.000000 Penalty: 13531.903320
	Iteration 54Q: 3 clusters Score -1.358824e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -13588289.000000 Penalty: 13531.903320
	Iteration 55Q: 3 clusters Score -1.358829e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -13588352.000000 Penalty: 13531.903320
	Iteration 56Q: 3 clusters Score -1.358835e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -13588352.000000 Penalty: 13531.903320
	Iteration 57Q: 3 clusters Score -1.358835e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -13588397.000000 Penalty: 13531.903320
	Iteration 58Q: 3 clusters Score -1.35884e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -13588441.000000 Penalty: 13531.903320
	Iteration 59Q: 3 clusters Score -1.358844e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -13588469.000000 Penalty: 13531.903320
	Iteration 60F: 3 clusters Score -1.358847e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -13588484.000000 Penalty: 13531.903320
	Iteration 61Q: 3 clusters Score -1.358848e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -13588522.000000 Penalty: 13531.903320
	Iteration 62Q: 3 clusters Score -1.358852e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -13588541.000000 Penalty: 13531.903320
	Iteration 63Q: 3 clusters Score -1.358854e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -13588578.000000 Penalty: 13531.903320
	Iteration 64Q: 3 clusters Score -1.358858e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -13588582.000000 Penalty: 13531.903320
	Iteration 65Q: 3 clusters Score -1.358858e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -13588579.000000 Penalty: 13531.903320
	Iteration 66Q: 3 clusters Score -1.358858e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -13588598.000000 Penalty: 13531.903320
	Iteration 67Q: 3 clusters Score -1.35886e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -13588642.000000 Penalty: 13531.903320
	Iteration 68Q: 3 clusters Score -1.358864e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -13588657.000000 Penalty: 13531.903320
	Iteration 69Q: 3 clusters Score -1.358866e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -13588680.000000 Penalty: 13531.903320
	Iteration 70Q: 3 clusters Score -1.358868e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -13588699.000000 Penalty: 13531.903320
	Iteration 71Q: 3 clusters Score -1.35887e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -13588743.000000 Penalty: 13531.903320
	Iteration 72Q: 3 clusters Score -1.358874e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -13588746.000000 Penalty: 13531.903320
	Iteration 73Q: 3 clusters Score -1.358875e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -13588771.000000 Penalty: 13531.903320
	Iteration 74Q: 3 clusters Score -1.358877e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -13588832.000000 Penalty: 13531.903320
	Iteration 75Q: 3 clusters Score -1.358883e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -13588824.000000 Penalty: 13531.903320
	Iteration 76Q: 3 clusters Score -1.358882e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -13588845.000000 Penalty: 13531.903320
	Iteration 77Q: 3 clusters Score -1.358884e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -13588857.000000 Penalty: 13531.903320
	Iteration 78Q: 3 clusters Score -1.358886e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -13588859.000000 Penalty: 13531.903320
	Iteration 79Q: 3 clusters Score -1.358886e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -13588890.000000 Penalty: 13531.903320
	Iteration 80F: 3 clusters Score -1.358889e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -13588938.000000 Penalty: 13531.903320
	Iteration 81Q: 3 clusters Score -1.358894e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -13588992.000000 Penalty: 13531.903320
	Iteration 82Q: 3 clusters Score -1.358899e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -13589142.000000 Penalty: 13531.903320
	Iteration 83Q: 3 clusters Score -1.358914e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -13589265.000000 Penalty: 13531.903320
	Iteration 84Q: 3 clusters Score -1.358926e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -13589375.000000 Penalty: 13531.903320
	Iteration 85Q: 3 clusters Score -1.358938e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -13589465.000000 Penalty: 13531.903320
	Iteration 86Q: 3 clusters Score -1.358946e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -13589503.000000 Penalty: 13531.903320
	Iteration 87Q: 3 clusters Score -1.35895e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -13589530.000000 Penalty: 13531.903320
	Iteration 88Q: 3 clusters Score -1.358953e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -13589570.000000 Penalty: 13531.903320
	Iteration 89Q: 3 clusters Score -1.358957e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -13589576.000000 Penalty: 13531.903320
	Iteration 90Q: 3 clusters Score -1.358958e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -13589585.000000 Penalty: 13531.903320
	Iteration 91Q: 3 clusters Score -1.358958e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -13589623.000000 Penalty: 13531.903320
	Iteration 92Q: 3 clusters Score -1.358962e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -13589612.000000 Penalty: 13531.903320
	Iteration 93Q: 3 clusters Score -1.358961e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -13589646.000000 Penalty: 13531.903320
	Iteration 94Q: 3 clusters Score -1.358965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -13589631.000000 Penalty: 13531.903320
	Iteration 95Q: 3 clusters Score -1.358963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -13589650.000000 Penalty: 13531.903320
	Iteration 96Q: 3 clusters Score -1.358965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -13589628.000000 Penalty: 13531.903320
	Iteration 97Q: 3 clusters Score -1.358963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -13589618.000000 Penalty: 13531.903320
	Iteration 98Q: 3 clusters Score -1.358962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -13589625.000000 Penalty: 13531.903320
	Iteration 99Q: 3 clusters Score -1.358962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -13589628.000000 Penalty: 13531.903320
	Iteration 100F: 3 clusters Score -1.358963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -13589651.000000 Penalty: 13531.903320
	Iteration 101Q: 3 clusters Score -1.358965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -13589633.000000 Penalty: 13531.903320
	Iteration 102Q: 3 clusters Score -1.358963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -13589641.000000 Penalty: 13531.903320
	Iteration 103Q: 3 clusters Score -1.358964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -13589645.000000 Penalty: 13531.903320
	Iteration 104Q: 3 clusters Score -1.358964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -13589659.000000 Penalty: 13531.903320
	Iteration 105Q: 3 clusters Score -1.358966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -13589642.000000 Penalty: 13531.903320
	Iteration 106Q: 3 clusters Score -1.358964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -13589653.000000 Penalty: 13531.903320
	Iteration 107Q: 3 clusters Score -1.358965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -13589652.000000 Penalty: 13531.903320
	Iteration 108Q: 3 clusters Score -1.358965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -13589657.000000 Penalty: 13531.903320
	Iteration 109Q: 3 clusters Score -1.358966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -13589654.000000 Penalty: 13531.903320
	Iteration 110Q: 3 clusters Score -1.358965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -13589649.000000 Penalty: 13531.903320
	Iteration 111Q: 3 clusters Score -1.358965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -13589649.000000 Penalty: 13531.903320
	Iteration 112F: 3 clusters Score -1.358965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Entering Unmasked Estep 
Score: -3522760.250000 Penalty: 5916.992676
	Iteration 0F: 2 clusters Score -3522760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3508927.500000 Penalty: 11833.985352
	Iteration 0F: 3 clusters Score -3508928 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3512383.000000 Penalty: 11833.985352
	Iteration 1F: 3 clusters Score -3512383 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -3513088.000000 Penalty: 11833.985352
	Iteration 2F: 3 clusters Score -3513088 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3513674.750000 Penalty: 11833.985352
	Iteration 3F: 3 clusters Score -3513675 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3514406.500000 Penalty: 11833.985352
	Iteration 4Q: 3 clusters Score -3514406 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3515132.500000 Penalty: 11833.985352
	Iteration 5F: 3 clusters Score -3515132 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3515784.750000 Penalty: 11833.985352
	Iteration 6F: 3 clusters Score -3515785 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3516422.250000 Penalty: 11833.985352
	Iteration 7F: 3 clusters Score -3516422 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3517037.750000 Penalty: 11833.985352
	Iteration 8F: 3 clusters Score -3517038 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3517603.750000 Penalty: 11833.985352
	Iteration 9Q: 3 clusters Score -3517604 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3518077.000000 Penalty: 11833.985352
	Iteration 10Q: 3 clusters Score -3518077 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3518417.750000 Penalty: 11833.985352
	Iteration 11Q: 3 clusters Score -3518418 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3518723.250000 Penalty: 11833.985352
	Iteration 12Q: 3 clusters Score -3518723 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3518961.000000 Penalty: 11833.985352
	Iteration 13Q: 3 clusters Score -3518961 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3519152.250000 Penalty: 11833.985352
	Iteration 14Q: 3 clusters Score -3519152 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3519279.250000 Penalty: 11833.985352
	Iteration 15Q: 3 clusters Score -3519279 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3519375.250000 Penalty: 11833.985352
	Iteration 16Q: 3 clusters Score -3519375 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3519433.000000 Penalty: 11833.985352
	Iteration 17Q: 3 clusters Score -3519433 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3519486.250000 Penalty: 11833.985352
	Iteration 18Q: 3 clusters Score -3519486 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3519541.250000 Penalty: 11833.985352
	Iteration 19Q: 3 clusters Score -3519541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3519576.000000 Penalty: 11833.985352
	Iteration 20F: 3 clusters Score -3519576 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3519611.500000 Penalty: 11833.985352
	Iteration 21Q: 3 clusters Score -3519612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3519646.250000 Penalty: 11833.985352
	Iteration 22Q: 3 clusters Score -3519646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3519656.000000 Penalty: 11833.985352
	Iteration 23Q: 3 clusters Score -3519656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3519668.500000 Penalty: 11833.985352
	Iteration 24Q: 3 clusters Score -3519668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3519682.000000 Penalty: 11833.985352
	Iteration 25Q: 3 clusters Score -3519682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3519695.000000 Penalty: 11833.985352
	Iteration 26Q: 3 clusters Score -3519695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3519699.500000 Penalty: 11833.985352
	Iteration 27Q: 3 clusters Score -3519700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3519702.000000 Penalty: 11833.985352
	Iteration 28Q: 3 clusters Score -3519702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3519710.250000 Penalty: 11833.985352
	Iteration 29Q: 3 clusters Score -3519710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3519719.750000 Penalty: 11833.985352
	Iteration 30Q: 3 clusters Score -3519720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3519728.250000 Penalty: 11833.985352
	Iteration 31Q: 3 clusters Score -3519728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3519729.500000 Penalty: 11833.985352
	Iteration 32Q: 3 clusters Score -3519730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3519733.250000 Penalty: 11833.985352
	Iteration 33Q: 3 clusters Score -3519733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3519726.750000 Penalty: 11833.985352
	Iteration 34Q: 3 clusters Score -3519727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3519730.750000 Penalty: 11833.985352
	Iteration 35Q: 3 clusters Score -3519731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3519729.750000 Penalty: 11833.985352
	Iteration 36Q: 3 clusters Score -3519730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3519732.250000 Penalty: 11833.985352
	Iteration 37Q: 3 clusters Score -3519732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3519736.000000 Penalty: 11833.985352
	Iteration 38Q: 3 clusters Score -3519736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3519734.000000 Penalty: 11833.985352
	Iteration 39Q: 3 clusters Score -3519734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3519735.000000 Penalty: 11833.985352
	Iteration 40F: 3 clusters Score -3519735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3519734.500000 Penalty: 11833.985352
	Iteration 41Q: 3 clusters Score -3519734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3519733.250000 Penalty: 11833.985352
	Iteration 42Q: 3 clusters Score -3519733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3519741.000000 Penalty: 11833.985352
	Iteration 43Q: 3 clusters Score -3519741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3519744.750000 Penalty: 11833.985352
	Iteration 44Q: 3 clusters Score -3519745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3519745.500000 Penalty: 11833.985352
	Iteration 45Q: 3 clusters Score -3519746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3519748.500000 Penalty: 11833.985352
	Iteration 46Q: 3 clusters Score -3519748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3519746.250000 Penalty: 11833.985352
	Iteration 47Q: 3 clusters Score -3519746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3519746.250000 Penalty: 11833.985352
	Iteration 48F: 3 clusters Score -3519746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Entering Unmasked Estep 
Score: -2202916.250000 Penalty: 5643.168457
	Iteration 0F: 2 clusters Score -2202916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2192651.250000 Penalty: 11286.336914
	Iteration 0F: 3 clusters Score -2192651 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2194902.000000 Penalty: 11286.336914
	Iteration 1F: 3 clusters Score -2194902 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2195435.250000 Penalty: 11286.336914
	Iteration 2F: 3 clusters Score -2195435 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2195811.500000 Penalty: 11286.336914
	Iteration 3F: 3 clusters Score -2195812 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2196108.000000 Penalty: 11286.336914
	Iteration 4Q: 3 clusters Score -2196108 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2196350.500000 Penalty: 11286.336914
	Iteration 5Q: 3 clusters Score -2196350 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2196527.000000 Penalty: 11286.336914
	Iteration 6Q: 3 clusters Score -2196527 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2196683.500000 Penalty: 11286.336914
	Iteration 7Q: 3 clusters Score -2196684 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2196881.750000 Penalty: 11286.336914
	Iteration 8Q: 3 clusters Score -2196882 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2197079.750000 Penalty: 11286.336914
	Iteration 9Q: 3 clusters Score -2197080 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2197244.500000 Penalty: 11286.336914
	Iteration 10Q: 3 clusters Score -2197244 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2197396.250000 Penalty: 11286.336914
	Iteration 11Q: 3 clusters Score -2197396 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2197552.250000 Penalty: 11286.336914
	Iteration 12Q: 3 clusters Score -2197552 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2197706.500000 Penalty: 11286.336914
	Iteration 13Q: 3 clusters Score -2197706 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2197834.500000 Penalty: 11286.336914
	Iteration 14Q: 3 clusters Score -2197834 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2197957.250000 Penalty: 11286.336914
	Iteration 15Q: 3 clusters Score -2197957 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2198061.750000 Penalty: 11286.336914
	Iteration 16Q: 3 clusters Score -2198062 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2198163.000000 Penalty: 11286.336914
	Iteration 17Q: 3 clusters Score -2198163 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2198269.750000 Penalty: 11286.336914
	Iteration 18Q: 3 clusters Score -2198270 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2198358.250000 Penalty: 11286.336914
	Iteration 19Q: 3 clusters Score -2198358 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2198449.250000 Penalty: 11286.336914
	Iteration 20F: 3 clusters Score -2198449 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2198516.500000 Penalty: 11286.336914
	Iteration 21Q: 3 clusters Score -2198516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2198571.000000 Penalty: 11286.336914
	Iteration 22Q: 3 clusters Score -2198571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2198621.250000 Penalty: 11286.336914
	Iteration 23Q: 3 clusters Score -2198621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2198659.500000 Penalty: 11286.336914
	Iteration 24Q: 3 clusters Score -2198660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2198688.250000 Penalty: 11286.336914
	Iteration 25Q: 3 clusters Score -2198688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2198712.250000 Penalty: 11286.336914
	Iteration 26Q: 3 clusters Score -2198712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2198727.500000 Penalty: 11286.336914
	Iteration 27Q: 3 clusters Score -2198728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2198741.250000 Penalty: 11286.336914
	Iteration 28Q: 3 clusters Score -2198741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2198754.750000 Penalty: 11286.336914
	Iteration 29Q: 3 clusters Score -2198755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2198770.000000 Penalty: 11286.336914
	Iteration 30Q: 3 clusters Score -2198770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2198790.250000 Penalty: 11286.336914
	Iteration 31Q: 3 clusters Score -2198790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2198800.500000 Penalty: 11286.336914
	Iteration 32Q: 3 clusters Score -2198800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2198814.500000 Penalty: 11286.336914
	Iteration 33Q: 3 clusters Score -2198814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2198840.750000 Penalty: 11286.336914
	Iteration 34Q: 3 clusters Score -2198841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2198856.250000 Penalty: 11286.336914
	Iteration 35Q: 3 clusters Score -2198856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2198863.500000 Penalty: 11286.336914
	Iteration 36Q: 3 clusters Score -2198864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2198886.250000 Penalty: 11286.336914
	Iteration 37Q: 3 clusters Score -2198886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2198897.750000 Penalty: 11286.336914
	Iteration 38Q: 3 clusters Score -2198898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2198904.500000 Penalty: 11286.336914
	Iteration 39Q: 3 clusters Score -2198904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2198914.250000 Penalty: 11286.336914
	Iteration 40F: 3 clusters Score -2198914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2198921.000000 Penalty: 11286.336914
	Iteration 41Q: 3 clusters Score -2198921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2198923.750000 Penalty: 11286.336914
	Iteration 42Q: 3 clusters Score -2198924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2198930.500000 Penalty: 11286.336914
	Iteration 43Q: 3 clusters Score -2198930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2198937.250000 Penalty: 11286.336914
	Iteration 44Q: 3 clusters Score -2198937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2198935.000000 Penalty: 11286.336914
	Iteration 45Q: 3 clusters Score -2198935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2198940.000000 Penalty: 11286.336914
	Iteration 46Q: 3 clusters Score -2198940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2198941.000000 Penalty: 11286.336914
	Iteration 47Q: 3 clusters Score -2198941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2198946.250000 Penalty: 11286.336914
	Iteration 48Q: 3 clusters Score -2198946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2198945.750000 Penalty: 11286.336914
	Iteration 49Q: 3 clusters Score -2198946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2198947.000000 Penalty: 11286.336914
	Iteration 50Q: 3 clusters Score -2198947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2198947.750000 Penalty: 11286.336914
	Iteration 51Q: 3 clusters Score -2198948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2198954.500000 Penalty: 11286.336914
	Iteration 52Q: 3 clusters Score -2198954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2198955.500000 Penalty: 11286.336914
	Iteration 53Q: 3 clusters Score -2198956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2198958.000000 Penalty: 11286.336914
	Iteration 54Q: 3 clusters Score -2198958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2198968.750000 Penalty: 11286.336914
	Iteration 55Q: 3 clusters Score -2198969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2198971.000000 Penalty: 11286.336914
	Iteration 56Q: 3 clusters Score -2198971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2198974.750000 Penalty: 11286.336914
	Iteration 57Q: 3 clusters Score -2198975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2198981.750000 Penalty: 11286.336914
	Iteration 58Q: 3 clusters Score -2198982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2198985.500000 Penalty: 11286.336914
	Iteration 59Q: 3 clusters Score -2198986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2198985.500000 Penalty: 11286.336914
	Iteration 60F: 3 clusters Score -2198986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Entering Unmasked Estep 
Score: -18225326.000000 Penalty: 6912.559570
	Iteration 0F: 2 clusters Score -1.822533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -18170668.000000 Penalty: 13825.119141
	Iteration 0F: 3 clusters Score -1.817067e+07 nChanged 36038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -18190012.000000 Penalty: 13825.119141
	Iteration 1F: 3 clusters Score -1.819001e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -18191032.000000 Penalty: 13825.119141
	Iteration 2Q: 3 clusters Score -1.819103e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -18192132.000000 Penalty: 13825.119141
	Iteration 3Q: 3 clusters Score -1.819213e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -18193164.000000 Penalty: 13825.119141
	Iteration 4Q: 3 clusters Score -1.819316e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -18194482.000000 Penalty: 13825.119141
	Iteration 5Q: 3 clusters Score -1.819448e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -18196166.000000 Penalty: 13825.119141
	Iteration 6Q: 3 clusters Score -1.819617e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -18198938.000000 Penalty: 13825.119141
	Iteration 7F: 3 clusters Score -1.819894e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -18202890.000000 Penalty: 13825.119141
	Iteration 8F: 3 clusters Score -1.820289e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -18207892.000000 Penalty: 13825.119141
	Iteration 9F: 3 clusters Score -1.820789e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -18212732.000000 Penalty: 13825.119141
	Iteration 10F: 3 clusters Score -1.821273e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -18216256.000000 Penalty: 13825.119141
	Iteration 11Q: 3 clusters Score -1.821626e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 77635 members 
Entering Unmasked Estep 
Score: -18217950.000000 Penalty: 13825.119141
	Iteration 12Q: 3 clusters Score -1.821795e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 78410 members 
Entering Unmasked Estep 
Score: -18218736.000000 Penalty: 13825.119141
	Iteration 13Q: 3 clusters Score -1.821874e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -18219046.000000 Penalty: 13825.119141
	Iteration 14Q: 3 clusters Score -1.821905e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -18219194.000000 Penalty: 13825.119141
	Iteration 15Q: 3 clusters Score -1.821919e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -18219288.000000 Penalty: 13825.119141
	Iteration 16Q: 3 clusters Score -1.821929e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -18219370.000000 Penalty: 13825.119141
	Iteration 17Q: 3 clusters Score -1.821937e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -18219414.000000 Penalty: 13825.119141
	Iteration 18Q: 3 clusters Score -1.821941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -18219428.000000 Penalty: 13825.119141
	Iteration 19Q: 3 clusters Score -1.821943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 78987 members 
Entering Unmasked Estep 
Score: -18219434.000000 Penalty: 13825.119141
	Iteration 20F: 3 clusters Score -1.821943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -18219432.000000 Penalty: 13825.119141
	Iteration 21Q: 3 clusters Score -1.821943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -18219440.000000 Penalty: 13825.119141
	Iteration 22Q: 3 clusters Score -1.821944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -18219434.000000 Penalty: 13825.119141
	Iteration 23Q: 3 clusters Score -1.821943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -18219438.000000 Penalty: 13825.119141
	Iteration 24Q: 3 clusters Score -1.821944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -18219434.000000 Penalty: 13825.119141
	Iteration 25Q: 3 clusters Score -1.821943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -18219444.000000 Penalty: 13825.119141
	Iteration 26Q: 3 clusters Score -1.821944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -18219440.000000 Penalty: 13825.119141
	Iteration 27Q: 3 clusters Score -1.821944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -18219460.000000 Penalty: 13825.119141
	Iteration 28Q: 3 clusters Score -1.821946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -18219470.000000 Penalty: 13825.119141
	Iteration 29Q: 3 clusters Score -1.821947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -18219472.000000 Penalty: 13825.119141
	Iteration 30Q: 3 clusters Score -1.821947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -18219484.000000 Penalty: 13825.119141
	Iteration 31Q: 3 clusters Score -1.821948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -18219484.000000 Penalty: 13825.119141
	Iteration 32Q: 3 clusters Score -1.821948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -18219484.000000 Penalty: 13825.119141
	Iteration 33F: 3 clusters Score -1.821948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Entering Unmasked Estep 
Score: -9593663.000000 Penalty: 6536.811523
	Iteration 0F: 2 clusters Score -9593663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -9562185.000000 Penalty: 13073.623047
	Iteration 0F: 3 clusters Score -9562185 nChanged 18876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -9572459.000000 Penalty: 13073.623047
	Iteration 1F: 3 clusters Score -9572459 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -9573543.000000 Penalty: 13073.623047
	Iteration 2F: 3 clusters Score -9573543 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -9574474.000000 Penalty: 13073.623047
	Iteration 3F: 3 clusters Score -9574474 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -9575408.000000 Penalty: 13073.623047
	Iteration 4Q: 3 clusters Score -9575408 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -9576355.000000 Penalty: 13073.623047
	Iteration 5Q: 3 clusters Score -9576355 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -9577269.000000 Penalty: 13073.623047
	Iteration 6Q: 3 clusters Score -9577269 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -9578206.000000 Penalty: 13073.623047
	Iteration 7Q: 3 clusters Score -9578206 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -9579154.000000 Penalty: 13073.623047
	Iteration 8Q: 3 clusters Score -9579154 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -9580152.000000 Penalty: 13073.623047
	Iteration 9Q: 3 clusters Score -9580152 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -9581055.000000 Penalty: 13073.623047
	Iteration 10Q: 3 clusters Score -9581055 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -9582170.000000 Penalty: 13073.623047
	Iteration 11Q: 3 clusters Score -9582170 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -9583295.000000 Penalty: 13073.623047
	Iteration 12Q: 3 clusters Score -9583295 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -9584435.000000 Penalty: 13073.623047
	Iteration 13Q: 3 clusters Score -9584435 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -9585525.000000 Penalty: 13073.623047
	Iteration 14Q: 3 clusters Score -9585525 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -9586418.000000 Penalty: 13073.623047
	Iteration 15Q: 3 clusters Score -9586418 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -9587147.000000 Penalty: 13073.623047
	Iteration 16Q: 3 clusters Score -9587147 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -9587714.000000 Penalty: 13073.623047
	Iteration 17Q: 3 clusters Score -9587714 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -9588107.000000 Penalty: 13073.623047
	Iteration 18Q: 3 clusters Score -9588107 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -9588450.000000 Penalty: 13073.623047
	Iteration 19Q: 3 clusters Score -9588450 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -9588705.000000 Penalty: 13073.623047
	Iteration 20F: 3 clusters Score -9588705 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -9588942.000000 Penalty: 13073.623047
	Iteration 21Q: 3 clusters Score -9588942 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -9589103.000000 Penalty: 13073.623047
	Iteration 22Q: 3 clusters Score -9589103 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -9589264.000000 Penalty: 13073.623047
	Iteration 23Q: 3 clusters Score -9589264 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -9589388.000000 Penalty: 13073.623047
	Iteration 24Q: 3 clusters Score -9589388 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -9589517.000000 Penalty: 13073.623047
	Iteration 25Q: 3 clusters Score -9589517 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -9589568.000000 Penalty: 13073.623047
	Iteration 26Q: 3 clusters Score -9589568 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -9589613.000000 Penalty: 13073.623047
	Iteration 27Q: 3 clusters Score -9589613 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -9589666.000000 Penalty: 13073.623047
	Iteration 28Q: 3 clusters Score -9589666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -9589718.000000 Penalty: 13073.623047
	Iteration 29Q: 3 clusters Score -9589718 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -9589745.000000 Penalty: 13073.623047
	Iteration 30Q: 3 clusters Score -9589745 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -9589786.000000 Penalty: 13073.623047
	Iteration 31Q: 3 clusters Score -9589786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -9589799.000000 Penalty: 13073.623047
	Iteration 32Q: 3 clusters Score -9589799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -9589826.000000 Penalty: 13073.623047
	Iteration 33Q: 3 clusters Score -9589826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -9589866.000000 Penalty: 13073.623047
	Iteration 34Q: 3 clusters Score -9589866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -9589872.000000 Penalty: 13073.623047
	Iteration 35Q: 3 clusters Score -9589872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -9589878.000000 Penalty: 13073.623047
	Iteration 36Q: 3 clusters Score -9589878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -9589865.000000 Penalty: 13073.623047
	Iteration 37Q: 3 clusters Score -9589865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -9589876.000000 Penalty: 13073.623047
	Iteration 38Q: 3 clusters Score -9589876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -9589881.000000 Penalty: 13073.623047
	Iteration 39Q: 3 clusters Score -9589881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -9589906.000000 Penalty: 13073.623047
	Iteration 40F: 3 clusters Score -9589906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -9589893.000000 Penalty: 13073.623047
	Iteration 41Q: 3 clusters Score -9589893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -9589912.000000 Penalty: 13073.623047
	Iteration 42Q: 3 clusters Score -9589912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -9589917.000000 Penalty: 13073.623047
	Iteration 43Q: 3 clusters Score -9589917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -9589925.000000 Penalty: 13073.623047
	Iteration 44Q: 3 clusters Score -9589925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -9589940.000000 Penalty: 13073.623047
	Iteration 45Q: 3 clusters Score -9589940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -9589925.000000 Penalty: 13073.623047
	Iteration 46Q: 3 clusters Score -9589925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -9589929.000000 Penalty: 13073.623047
	Iteration 47Q: 3 clusters Score -9589929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -9589923.000000 Penalty: 13073.623047
	Iteration 48Q: 3 clusters Score -9589923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -9589925.000000 Penalty: 13073.623047
	Iteration 49Q: 3 clusters Score -9589925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -9589930.000000 Penalty: 13073.623047
	Iteration 50Q: 3 clusters Score -9589930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -9589931.000000 Penalty: 13073.623047
	Iteration 51Q: 3 clusters Score -9589931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -9589931.000000 Penalty: 13073.623047
	Iteration 52F: 3 clusters Score -9589931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (110544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110544 members 
Entering Unmasked Estep 
Score: -25384384.000000 Penalty: 7113.065918
	Iteration 0F: 2 clusters Score -2.538438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -25310338.000000 Penalty: 14226.131836
	Iteration 0F: 3 clusters Score -2.531034e+07 nChanged 50957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -25338322.000000 Penalty: 14226.131836
	Iteration 1F: 3 clusters Score -2.533832e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -25340194.000000 Penalty: 14226.131836
	Iteration 2Q: 3 clusters Score -2.534019e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -25342456.000000 Penalty: 14226.131836
	Iteration 3Q: 3 clusters Score -2.534246e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -25345842.000000 Penalty: 14226.131836
	Iteration 4F: 3 clusters Score -2.534584e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -25351524.000000 Penalty: 14226.131836
	Iteration 5F: 3 clusters Score -2.535152e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -25358372.000000 Penalty: 14226.131836
	Iteration 6F: 3 clusters Score -2.535837e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -25365068.000000 Penalty: 14226.131836
	Iteration 7F: 3 clusters Score -2.536507e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69676 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -25370386.000000 Penalty: 14226.131836
	Iteration 8F: 3 clusters Score -2.537039e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -25375112.000000 Penalty: 14226.131836
	Iteration 9F: 3 clusters Score -2.537511e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -25378604.000000 Penalty: 14226.131836
	Iteration 10Q: 3 clusters Score -2.53786e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -25380778.000000 Penalty: 14226.131836
	Iteration 11Q: 3 clusters Score -2.538078e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -25382050.000000 Penalty: 14226.131836
	Iteration 12Q: 3 clusters Score -2.538205e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -25382660.000000 Penalty: 14226.131836
	Iteration 13Q: 3 clusters Score -2.538266e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -25383106.000000 Penalty: 14226.131836
	Iteration 14Q: 3 clusters Score -2.538311e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -25383332.000000 Penalty: 14226.131836
	Iteration 15Q: 3 clusters Score -2.538333e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -25383474.000000 Penalty: 14226.131836
	Iteration 16Q: 3 clusters Score -2.538347e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -25383556.000000 Penalty: 14226.131836
	Iteration 17Q: 3 clusters Score -2.538356e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -25383714.000000 Penalty: 14226.131836
	Iteration 18Q: 3 clusters Score -2.538371e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82152 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -25383864.000000 Penalty: 14226.131836
	Iteration 19Q: 3 clusters Score -2.538386e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -25383914.000000 Penalty: 14226.131836
	Iteration 20F: 3 clusters Score -2.538391e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -25384018.000000 Penalty: 14226.131836
	Iteration 21Q: 3 clusters Score -2.538402e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -25384078.000000 Penalty: 14226.131836
	Iteration 22Q: 3 clusters Score -2.538408e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -25384120.000000 Penalty: 14226.131836
	Iteration 23Q: 3 clusters Score -2.538412e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -25384230.000000 Penalty: 14226.131836
	Iteration 24Q: 3 clusters Score -2.538423e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -25384282.000000 Penalty: 14226.131836
	Iteration 25Q: 3 clusters Score -2.538428e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85293 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -25384348.000000 Penalty: 14226.131836
	Iteration 26Q: 3 clusters Score -2.538435e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -25384356.000000 Penalty: 14226.131836
	Iteration 27Q: 3 clusters Score -2.538436e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -25384462.000000 Penalty: 14226.131836
	Iteration 28Q: 3 clusters Score -2.538446e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -25384670.000000 Penalty: 14226.131836
	Iteration 29Q: 3 clusters Score -2.538467e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -25384754.000000 Penalty: 14226.131836
	Iteration 30Q: 3 clusters Score -2.538475e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -25384980.000000 Penalty: 14226.131836
	Iteration 31Q: 3 clusters Score -2.538498e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88334 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -25385236.000000 Penalty: 14226.131836
	Iteration 32Q: 3 clusters Score -2.538524e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -25385446.000000 Penalty: 14226.131836
	Iteration 33Q: 3 clusters Score -2.538545e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -25385680.000000 Penalty: 14226.131836
	Iteration 34Q: 3 clusters Score -2.538568e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -25385898.000000 Penalty: 14226.131836
	Iteration 35Q: 3 clusters Score -2.53859e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90408 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -25386112.000000 Penalty: 14226.131836
	Iteration 36Q: 3 clusters Score -2.538611e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90954 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -25386446.000000 Penalty: 14226.131836
	Iteration 37Q: 3 clusters Score -2.538645e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -25386748.000000 Penalty: 14226.131836
	Iteration 38Q: 3 clusters Score -2.538675e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -25386978.000000 Penalty: 14226.131836
	Iteration 39Q: 3 clusters Score -2.538698e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92549 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -25387092.000000 Penalty: 14226.131836
	Iteration 40F: 3 clusters Score -2.538709e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -25387232.000000 Penalty: 14226.131836
	Iteration 41Q: 3 clusters Score -2.538723e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -25387350.000000 Penalty: 14226.131836
	Iteration 42Q: 3 clusters Score -2.538735e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -25387492.000000 Penalty: 14226.131836
	Iteration 43Q: 3 clusters Score -2.538749e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -25387528.000000 Penalty: 14226.131836
	Iteration 44Q: 3 clusters Score -2.538753e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94275 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -25387578.000000 Penalty: 14226.131836
	Iteration 45Q: 3 clusters Score -2.538758e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -25387664.000000 Penalty: 14226.131836
	Iteration 46Q: 3 clusters Score -2.538766e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -25387726.000000 Penalty: 14226.131836
	Iteration 47Q: 3 clusters Score -2.538773e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -25387708.000000 Penalty: 14226.131836
	Iteration 48Q: 3 clusters Score -2.538771e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -25387698.000000 Penalty: 14226.131836
	Iteration 49Q: 3 clusters Score -2.53877e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -25387692.000000 Penalty: 14226.131836
	Iteration 50Q: 3 clusters Score -2.538769e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -25387698.000000 Penalty: 14226.131836
	Iteration 51Q: 3 clusters Score -2.53877e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -25387700.000000 Penalty: 14226.131836
	Iteration 52Q: 3 clusters Score -2.53877e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95501 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -25387660.000000 Penalty: 14226.131836
	Iteration 53Q: 3 clusters Score -2.538766e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -25387678.000000 Penalty: 14226.131836
	Iteration 54Q: 3 clusters Score -2.538768e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -25387674.000000 Penalty: 14226.131836
	Iteration 55Q: 3 clusters Score -2.538767e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95729 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -25387664.000000 Penalty: 14226.131836
	Iteration 56Q: 3 clusters Score -2.538766e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -25387668.000000 Penalty: 14226.131836
	Iteration 57Q: 3 clusters Score -2.538767e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95815 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -25387682.000000 Penalty: 14226.131836
	Iteration 58Q: 3 clusters Score -2.538768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95837 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -25387684.000000 Penalty: 14226.131836
	Iteration 59Q: 3 clusters Score -2.538768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -25387696.000000 Penalty: 14226.131836
	Iteration 60F: 3 clusters Score -2.53877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -25387706.000000 Penalty: 14226.131836
	Iteration 61Q: 3 clusters Score -2.538771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -25387702.000000 Penalty: 14226.131836
	Iteration 62Q: 3 clusters Score -2.53877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -25387702.000000 Penalty: 14226.131836
	Iteration 63Q: 3 clusters Score -2.53877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -25387690.000000 Penalty: 14226.131836
	Iteration 64Q: 3 clusters Score -2.538769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -25387684.000000 Penalty: 14226.131836
	Iteration 65Q: 3 clusters Score -2.538768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -25387686.000000 Penalty: 14226.131836
	Iteration 66Q: 3 clusters Score -2.538769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95969 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -25387686.000000 Penalty: 14226.131836
	Iteration 67Q: 3 clusters Score -2.538769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -25387680.000000 Penalty: 14226.131836
	Iteration 68Q: 3 clusters Score -2.538768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -25387708.000000 Penalty: 14226.131836
	Iteration 69Q: 3 clusters Score -2.538771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -25387712.000000 Penalty: 14226.131836
	Iteration 70Q: 3 clusters Score -2.538771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -25387732.000000 Penalty: 14226.131836
	Iteration 71Q: 3 clusters Score -2.538773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -25387722.000000 Penalty: 14226.131836
	Iteration 72Q: 3 clusters Score -2.538772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -25387724.000000 Penalty: 14226.131836
	Iteration 73Q: 3 clusters Score -2.538772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -25387722.000000 Penalty: 14226.131836
	Iteration 74Q: 3 clusters Score -2.538772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -25387732.000000 Penalty: 14226.131836
	Iteration 75Q: 3 clusters Score -2.538773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96012 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -25387724.000000 Penalty: 14226.131836
	Iteration 76Q: 3 clusters Score -2.538772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -25387740.000000 Penalty: 14226.131836
	Iteration 77Q: 3 clusters Score -2.538774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -25387722.000000 Penalty: 14226.131836
	Iteration 78Q: 3 clusters Score -2.538772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96021 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -25387746.000000 Penalty: 14226.131836
	Iteration 79Q: 3 clusters Score -2.538775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -25387738.000000 Penalty: 14226.131836
	Iteration 80F: 3 clusters Score -2.538774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -25387730.000000 Penalty: 14226.131836
	Iteration 81Q: 3 clusters Score -2.538773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -25387710.000000 Penalty: 14226.131836
	Iteration 82Q: 3 clusters Score -2.538771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -25387710.000000 Penalty: 14226.131836
	Iteration 83F: 3 clusters Score -2.538771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98683 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7605 members 
Mstep: Class 5 contains 62721 members 
Mstep: Class 6 contains 15684 members 
Mstep: Class 7 contains 10030 members 
Mstep: Class 8 contains 79683 members 
Mstep: Class 9 contains 43146 members 
Mstep: Class 10 contains 96026 members 
Mstep: Class 11 contains 31156 members 
Mstep: Class 12 contains 93641 members 
Mstep: Class 13 contains 53393 members 
Mstep: Class 14 contains 149670 members 
Mstep: Class 15 contains 16288 members 
Mstep: Class 16 contains 19917 members 
Mstep: Class 17 contains 124926 members 
Mstep: Class 18 contains 6552 members 
Mstep: Class 19 contains 17322 members 
Mstep: Class 20 contains 21448 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64127 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17393 members 
Mstep: Class 25 contains 54401 members 
Mstep: Class 26 contains 14518 members 
Entering Unmasked Estep 
Score: -272441536.000000 Penalty: 223145.312500
Splitting cluster 10 changes total score from -272437536.000000 to -272441536.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (31156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Entering Unmasked Estep 
Score: -7096435.500000 Penalty: 6337.391602
	Iteration 0F: 2 clusters Score -7096436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -7072912.000000 Penalty: 12674.783203
	Iteration 0F: 3 clusters Score -7072912 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -7079887.000000 Penalty: 12674.783203
	Iteration 1F: 3 clusters Score -7079887 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -7080580.500000 Penalty: 12674.783203
	Iteration 2F: 3 clusters Score -7080580 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -7081075.000000 Penalty: 12674.783203
	Iteration 3Q: 3 clusters Score -7081075 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -7081418.000000 Penalty: 12674.783203
	Iteration 4Q: 3 clusters Score -7081418 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -7081651.000000 Penalty: 12674.783203
	Iteration 5Q: 3 clusters Score -7081651 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -7081841.500000 Penalty: 12674.783203
	Iteration 6Q: 3 clusters Score -7081842 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -7081991.000000 Penalty: 12674.783203
	Iteration 7Q: 3 clusters Score -7081991 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -7082079.500000 Penalty: 12674.783203
	Iteration 8Q: 3 clusters Score -7082080 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -7082205.500000 Penalty: 12674.783203
	Iteration 9Q: 3 clusters Score -7082206 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -7082331.000000 Penalty: 12674.783203
	Iteration 10Q: 3 clusters Score -7082331 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -7082400.000000 Penalty: 12674.783203
	Iteration 11Q: 3 clusters Score -7082400 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -7082511.500000 Penalty: 12674.783203
	Iteration 12Q: 3 clusters Score -7082512 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -7082577.500000 Penalty: 12674.783203
	Iteration 13Q: 3 clusters Score -7082578 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -7082687.500000 Penalty: 12674.783203
	Iteration 14Q: 3 clusters Score -7082688 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -7082772.500000 Penalty: 12674.783203
	Iteration 15Q: 3 clusters Score -7082772 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -7082882.000000 Penalty: 12674.783203
	Iteration 16Q: 3 clusters Score -7082882 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -7083078.000000 Penalty: 12674.783203
	Iteration 17Q: 3 clusters Score -7083078 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -7083245.500000 Penalty: 12674.783203
	Iteration 18Q: 3 clusters Score -7083246 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -7083477.500000 Penalty: 12674.783203
	Iteration 19Q: 3 clusters Score -7083478 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -7083772.500000 Penalty: 12674.783203
	Iteration 20F: 3 clusters Score -7083772 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -7084191.500000 Penalty: 12674.783203
	Iteration 21Q: 3 clusters Score -7084192 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -7084716.500000 Penalty: 12674.783203
	Iteration 22Q: 3 clusters Score -7084716 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -7085284.000000 Penalty: 12674.783203
	Iteration 23Q: 3 clusters Score -7085284 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -7086054.500000 Penalty: 12674.783203
	Iteration 24Q: 3 clusters Score -7086054 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -7086877.500000 Penalty: 12674.783203
	Iteration 25Q: 3 clusters Score -7086878 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -7087745.500000 Penalty: 12674.783203
	Iteration 26Q: 3 clusters Score -7087746 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7088529.000000 Penalty: 12674.783203
	Iteration 27Q: 3 clusters Score -7088529 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -7089227.500000 Penalty: 12674.783203
	Iteration 28Q: 3 clusters Score -7089228 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7089733.500000 Penalty: 12674.783203
	Iteration 29Q: 3 clusters Score -7089734 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7090008.000000 Penalty: 12674.783203
	Iteration 30Q: 3 clusters Score -7090008 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7090230.500000 Penalty: 12674.783203
	Iteration 31Q: 3 clusters Score -7090230 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7090436.500000 Penalty: 12674.783203
	Iteration 32Q: 3 clusters Score -7090436 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7090561.500000 Penalty: 12674.783203
	Iteration 33Q: 3 clusters Score -7090562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7090648.500000 Penalty: 12674.783203
	Iteration 34Q: 3 clusters Score -7090648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7090691.000000 Penalty: 12674.783203
	Iteration 35Q: 3 clusters Score -7090691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7090731.500000 Penalty: 12674.783203
	Iteration 36Q: 3 clusters Score -7090732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7090754.500000 Penalty: 12674.783203
	Iteration 37Q: 3 clusters Score -7090754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7090796.000000 Penalty: 12674.783203
	Iteration 38Q: 3 clusters Score -7090796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7090816.000000 Penalty: 12674.783203
	Iteration 39Q: 3 clusters Score -7090816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7090833.500000 Penalty: 12674.783203
	Iteration 40F: 3 clusters Score -7090834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7090858.500000 Penalty: 12674.783203
	Iteration 41Q: 3 clusters Score -7090858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7090870.000000 Penalty: 12674.783203
	Iteration 42Q: 3 clusters Score -7090870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7090873.500000 Penalty: 12674.783203
	Iteration 43Q: 3 clusters Score -7090874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7090863.000000 Penalty: 12674.783203
	Iteration 44Q: 3 clusters Score -7090863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7090879.000000 Penalty: 12674.783203
	Iteration 45Q: 3 clusters Score -7090879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7090879.500000 Penalty: 12674.783203
	Iteration 46Q: 3 clusters Score -7090880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7090878.500000 Penalty: 12674.783203
	Iteration 47Q: 3 clusters Score -7090878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7090880.000000 Penalty: 12674.783203
	Iteration 48Q: 3 clusters Score -7090880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7090884.500000 Penalty: 12674.783203
	Iteration 49Q: 3 clusters Score -7090884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7090888.500000 Penalty: 12674.783203
	Iteration 50Q: 3 clusters Score -7090888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7090888.500000 Penalty: 12674.783203
	Iteration 51F: 3 clusters Score -7090888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (93641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Entering Unmasked Estep 
Score: -21423228.000000 Penalty: 7011.424316
	Iteration 0F: 2 clusters Score -2.142323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -21360080.000000 Penalty: 14022.848633
	Iteration 0F: 3 clusters Score -2.136008e+07 nChanged 42533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -21383286.000000 Penalty: 14022.848633
	Iteration 1F: 3 clusters Score -2.138329e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -21384502.000000 Penalty: 14022.848633
	Iteration 2Q: 3 clusters Score -2.13845e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -21385678.000000 Penalty: 14022.848633
	Iteration 3Q: 3 clusters Score -2.138568e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -21386972.000000 Penalty: 14022.848633
	Iteration 4Q: 3 clusters Score -2.138697e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -21388686.000000 Penalty: 14022.848633
	Iteration 5Q: 3 clusters Score -2.138869e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -21390804.000000 Penalty: 14022.848633
	Iteration 6Q: 3 clusters Score -2.13908e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -21393276.000000 Penalty: 14022.848633
	Iteration 7F: 3 clusters Score -2.139328e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -21396312.000000 Penalty: 14022.848633
	Iteration 8F: 3 clusters Score -2.139631e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -21399260.000000 Penalty: 14022.848633
	Iteration 9F: 3 clusters Score -2.139926e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -21401776.000000 Penalty: 14022.848633
	Iteration 10F: 3 clusters Score -2.140178e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -21403628.000000 Penalty: 14022.848633
	Iteration 11Q: 3 clusters Score -2.140363e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -21405244.000000 Penalty: 14022.848633
	Iteration 12Q: 3 clusters Score -2.140524e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -21406684.000000 Penalty: 14022.848633
	Iteration 13Q: 3 clusters Score -2.140668e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -21407928.000000 Penalty: 14022.848633
	Iteration 14Q: 3 clusters Score -2.140793e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -21409050.000000 Penalty: 14022.848633
	Iteration 15Q: 3 clusters Score -2.140905e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -21410054.000000 Penalty: 14022.848633
	Iteration 16Q: 3 clusters Score -2.141005e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -21410922.000000 Penalty: 14022.848633
	Iteration 17Q: 3 clusters Score -2.141092e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -21411668.000000 Penalty: 14022.848633
	Iteration 18Q: 3 clusters Score -2.141167e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -21412172.000000 Penalty: 14022.848633
	Iteration 19Q: 3 clusters Score -2.141217e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -21412580.000000 Penalty: 14022.848633
	Iteration 20F: 3 clusters Score -2.141258e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71584 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -21412908.000000 Penalty: 14022.848633
	Iteration 21Q: 3 clusters Score -2.141291e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -21413192.000000 Penalty: 14022.848633
	Iteration 22Q: 3 clusters Score -2.141319e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -21413582.000000 Penalty: 14022.848633
	Iteration 23Q: 3 clusters Score -2.141358e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -21413908.000000 Penalty: 14022.848633
	Iteration 24Q: 3 clusters Score -2.141391e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -21414202.000000 Penalty: 14022.848633
	Iteration 25Q: 3 clusters Score -2.14142e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -21414446.000000 Penalty: 14022.848633
	Iteration 26Q: 3 clusters Score -2.141445e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -21414716.000000 Penalty: 14022.848633
	Iteration 27Q: 3 clusters Score -2.141472e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -21414912.000000 Penalty: 14022.848633
	Iteration 28Q: 3 clusters Score -2.141491e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -21415150.000000 Penalty: 14022.848633
	Iteration 29Q: 3 clusters Score -2.141515e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -21415346.000000 Penalty: 14022.848633
	Iteration 30Q: 3 clusters Score -2.141535e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -21415556.000000 Penalty: 14022.848633
	Iteration 31Q: 3 clusters Score -2.141556e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -21415794.000000 Penalty: 14022.848633
	Iteration 32Q: 3 clusters Score -2.141579e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -21415932.000000 Penalty: 14022.848633
	Iteration 33Q: 3 clusters Score -2.141593e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -21416074.000000 Penalty: 14022.848633
	Iteration 34Q: 3 clusters Score -2.141607e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -21416222.000000 Penalty: 14022.848633
	Iteration 35Q: 3 clusters Score -2.141622e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82100 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -21416340.000000 Penalty: 14022.848633
	Iteration 36Q: 3 clusters Score -2.141634e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -21416448.000000 Penalty: 14022.848633
	Iteration 37Q: 3 clusters Score -2.141645e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82882 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -21416532.000000 Penalty: 14022.848633
	Iteration 38Q: 3 clusters Score -2.141653e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -21416656.000000 Penalty: 14022.848633
	Iteration 39Q: 3 clusters Score -2.141666e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -21416786.000000 Penalty: 14022.848633
	Iteration 40F: 3 clusters Score -2.141679e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -21416904.000000 Penalty: 14022.848633
	Iteration 41Q: 3 clusters Score -2.14169e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -21417032.000000 Penalty: 14022.848633
	Iteration 42Q: 3 clusters Score -2.141703e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -21417096.000000 Penalty: 14022.848633
	Iteration 43Q: 3 clusters Score -2.14171e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -21417204.000000 Penalty: 14022.848633
	Iteration 44Q: 3 clusters Score -2.14172e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84744 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -21417274.000000 Penalty: 14022.848633
	Iteration 45Q: 3 clusters Score -2.141727e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -21417362.000000 Penalty: 14022.848633
	Iteration 46Q: 3 clusters Score -2.141736e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -21417402.000000 Penalty: 14022.848633
	Iteration 47Q: 3 clusters Score -2.14174e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -21417444.000000 Penalty: 14022.848633
	Iteration 48Q: 3 clusters Score -2.141744e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -21417438.000000 Penalty: 14022.848633
	Iteration 49Q: 3 clusters Score -2.141744e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -21417422.000000 Penalty: 14022.848633
	Iteration 50Q: 3 clusters Score -2.141742e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -21417482.000000 Penalty: 14022.848633
	Iteration 51Q: 3 clusters Score -2.141748e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -21417504.000000 Penalty: 14022.848633
	Iteration 52Q: 3 clusters Score -2.14175e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -21417510.000000 Penalty: 14022.848633
	Iteration 53Q: 3 clusters Score -2.141751e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -21417500.000000 Penalty: 14022.848633
	Iteration 54Q: 3 clusters Score -2.14175e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -21417572.000000 Penalty: 14022.848633
	Iteration 55Q: 3 clusters Score -2.141757e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -21417576.000000 Penalty: 14022.848633
	Iteration 56Q: 3 clusters Score -2.141758e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -21417574.000000 Penalty: 14022.848633
	Iteration 57Q: 3 clusters Score -2.141757e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -21417576.000000 Penalty: 14022.848633
	Iteration 58Q: 3 clusters Score -2.141758e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -21417572.000000 Penalty: 14022.848633
	Iteration 59Q: 3 clusters Score -2.141757e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86367 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -21417594.000000 Penalty: 14022.848633
	Iteration 60F: 3 clusters Score -2.141759e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -21417584.000000 Penalty: 14022.848633
	Iteration 61Q: 3 clusters Score -2.141758e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -21417604.000000 Penalty: 14022.848633
	Iteration 62Q: 3 clusters Score -2.14176e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -21417652.000000 Penalty: 14022.848633
	Iteration 63Q: 3 clusters Score -2.141765e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -21417714.000000 Penalty: 14022.848633
	Iteration 64Q: 3 clusters Score -2.141771e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -21417726.000000 Penalty: 14022.848633
	Iteration 65Q: 3 clusters Score -2.141773e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -21417712.000000 Penalty: 14022.848633
	Iteration 66Q: 3 clusters Score -2.141771e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -21417704.000000 Penalty: 14022.848633
	Iteration 67Q: 3 clusters Score -2.14177e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86842 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -21417706.000000 Penalty: 14022.848633
	Iteration 68Q: 3 clusters Score -2.141771e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86883 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -21417734.000000 Penalty: 14022.848633
	Iteration 69Q: 3 clusters Score -2.141773e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -21417716.000000 Penalty: 14022.848633
	Iteration 70Q: 3 clusters Score -2.141772e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -21417734.000000 Penalty: 14022.848633
	Iteration 71Q: 3 clusters Score -2.141773e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -21417748.000000 Penalty: 14022.848633
	Iteration 72Q: 3 clusters Score -2.141775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -21417748.000000 Penalty: 14022.848633
	Iteration 73Q: 3 clusters Score -2.141775e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -21417788.000000 Penalty: 14022.848633
	Iteration 74Q: 3 clusters Score -2.141779e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -21417780.000000 Penalty: 14022.848633
	Iteration 75Q: 3 clusters Score -2.141778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -21417766.000000 Penalty: 14022.848633
	Iteration 76Q: 3 clusters Score -2.141777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -21417806.000000 Penalty: 14022.848633
	Iteration 77Q: 3 clusters Score -2.141781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -21417816.000000 Penalty: 14022.848633
	Iteration 78Q: 3 clusters Score -2.141782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -21417818.000000 Penalty: 14022.848633
	Iteration 79Q: 3 clusters Score -2.141782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -21417796.000000 Penalty: 14022.848633
	Iteration 80F: 3 clusters Score -2.14178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -21417818.000000 Penalty: 14022.848633
	Iteration 81Q: 3 clusters Score -2.141782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -21417822.000000 Penalty: 14022.848633
	Iteration 82Q: 3 clusters Score -2.141782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -21417814.000000 Penalty: 14022.848633
	Iteration 83Q: 3 clusters Score -2.141781e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -21417830.000000 Penalty: 14022.848633
	Iteration 84Q: 3 clusters Score -2.141783e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -21417832.000000 Penalty: 14022.848633
	Iteration 85Q: 3 clusters Score -2.141783e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -21417846.000000 Penalty: 14022.848633
	Iteration 86Q: 3 clusters Score -2.141785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87366 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -21417852.000000 Penalty: 14022.848633
	Iteration 87Q: 3 clusters Score -2.141785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -21417862.000000 Penalty: 14022.848633
	Iteration 88Q: 3 clusters Score -2.141786e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87443 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -21417902.000000 Penalty: 14022.848633
	Iteration 89Q: 3 clusters Score -2.14179e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -21417946.000000 Penalty: 14022.848633
	Iteration 90Q: 3 clusters Score -2.141795e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -21417926.000000 Penalty: 14022.848633
	Iteration 91Q: 3 clusters Score -2.141793e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -21417928.000000 Penalty: 14022.848633
	Iteration 92Q: 3 clusters Score -2.141793e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -21417958.000000 Penalty: 14022.848633
	Iteration 93Q: 3 clusters Score -2.141796e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -21417952.000000 Penalty: 14022.848633
	Iteration 94Q: 3 clusters Score -2.141795e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -21417972.000000 Penalty: 14022.848633
	Iteration 95Q: 3 clusters Score -2.141797e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -21418006.000000 Penalty: 14022.848633
	Iteration 96Q: 3 clusters Score -2.141801e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -21418010.000000 Penalty: 14022.848633
	Iteration 97Q: 3 clusters Score -2.141801e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -21417990.000000 Penalty: 14022.848633
	Iteration 98Q: 3 clusters Score -2.141799e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88000 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -21418018.000000 Penalty: 14022.848633
	Iteration 99Q: 3 clusters Score -2.141802e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88069 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -21418050.000000 Penalty: 14022.848633
	Iteration 100F: 3 clusters Score -2.141805e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88141 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -21418058.000000 Penalty: 14022.848633
	Iteration 101Q: 3 clusters Score -2.141806e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88220 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -21418090.000000 Penalty: 14022.848633
	Iteration 102Q: 3 clusters Score -2.141809e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -21418096.000000 Penalty: 14022.848633
	Iteration 103Q: 3 clusters Score -2.14181e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -21418106.000000 Penalty: 14022.848633
	Iteration 104Q: 3 clusters Score -2.141811e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -21418150.000000 Penalty: 14022.848633
	Iteration 105Q: 3 clusters Score -2.141815e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -21418200.000000 Penalty: 14022.848633
	Iteration 106Q: 3 clusters Score -2.14182e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88581 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -21418186.000000 Penalty: 14022.848633
	Iteration 107Q: 3 clusters Score -2.141819e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -21418244.000000 Penalty: 14022.848633
	Iteration 108Q: 3 clusters Score -2.141824e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -21418244.000000 Penalty: 14022.848633
	Iteration 109Q: 3 clusters Score -2.141824e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -21418300.000000 Penalty: 14022.848633
	Iteration 110Q: 3 clusters Score -2.14183e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -21418366.000000 Penalty: 14022.848633
	Iteration 111Q: 3 clusters Score -2.141837e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -21418460.000000 Penalty: 14022.848633
	Iteration 112Q: 3 clusters Score -2.141846e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -21418452.000000 Penalty: 14022.848633
	Iteration 113Q: 3 clusters Score -2.141845e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89226 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -21418520.000000 Penalty: 14022.848633
	Iteration 114Q: 3 clusters Score -2.141852e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -21418540.000000 Penalty: 14022.848633
	Iteration 115Q: 3 clusters Score -2.141854e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -21418626.000000 Penalty: 14022.848633
	Iteration 116Q: 3 clusters Score -2.141863e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -21418700.000000 Penalty: 14022.848633
	Iteration 117Q: 3 clusters Score -2.14187e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -21418740.000000 Penalty: 14022.848633
	Iteration 118Q: 3 clusters Score -2.141874e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -21418802.000000 Penalty: 14022.848633
	Iteration 119Q: 3 clusters Score -2.14188e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -21418886.000000 Penalty: 14022.848633
	Iteration 120F: 3 clusters Score -2.141889e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89866 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -21418908.000000 Penalty: 14022.848633
	Iteration 121Q: 3 clusters Score -2.141891e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -21418942.000000 Penalty: 14022.848633
	Iteration 122Q: 3 clusters Score -2.141894e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -21418992.000000 Penalty: 14022.848633
	Iteration 123Q: 3 clusters Score -2.141899e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -21419006.000000 Penalty: 14022.848633
	Iteration 124Q: 3 clusters Score -2.141901e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90023 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21419012.000000 Penalty: 14022.848633
	Iteration 125Q: 3 clusters Score -2.141901e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90047 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -21419040.000000 Penalty: 14022.848633
	Iteration 126Q: 3 clusters Score -2.141904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -21419044.000000 Penalty: 14022.848633
	Iteration 127Q: 3 clusters Score -2.141904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -21419048.000000 Penalty: 14022.848633
	Iteration 128Q: 3 clusters Score -2.141905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -21419060.000000 Penalty: 14022.848633
	Iteration 129Q: 3 clusters Score -2.141906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -21419066.000000 Penalty: 14022.848633
	Iteration 130Q: 3 clusters Score -2.141907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -21419090.000000 Penalty: 14022.848633
	Iteration 131Q: 3 clusters Score -2.141909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -21419082.000000 Penalty: 14022.848633
	Iteration 132Q: 3 clusters Score -2.141908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -21419084.000000 Penalty: 14022.848633
	Iteration 133Q: 3 clusters Score -2.141908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -21419090.000000 Penalty: 14022.848633
	Iteration 134Q: 3 clusters Score -2.141909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -21419098.000000 Penalty: 14022.848633
	Iteration 135Q: 3 clusters Score -2.14191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -21419100.000000 Penalty: 14022.848633
	Iteration 136Q: 3 clusters Score -2.14191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -21419108.000000 Penalty: 14022.848633
	Iteration 137Q: 3 clusters Score -2.141911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -21419110.000000 Penalty: 14022.848633
	Iteration 138Q: 3 clusters Score -2.141911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -21419104.000000 Penalty: 14022.848633
	Iteration 139Q: 3 clusters Score -2.14191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -21419112.000000 Penalty: 14022.848633
	Iteration 140F: 3 clusters Score -2.141911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -21419110.000000 Penalty: 14022.848633
	Iteration 141Q: 3 clusters Score -2.141911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90137 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -21419108.000000 Penalty: 14022.848633
	Iteration 142Q: 3 clusters Score -2.141911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -21419118.000000 Penalty: 14022.848633
	Iteration 143Q: 3 clusters Score -2.141912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -21419114.000000 Penalty: 14022.848633
	Iteration 144Q: 3 clusters Score -2.141911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -21419112.000000 Penalty: 14022.848633
	Iteration 145Q: 3 clusters Score -2.141911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -21419110.000000 Penalty: 14022.848633
	Iteration 146Q: 3 clusters Score -2.141911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -21419110.000000 Penalty: 14022.848633
	Iteration 147F: 3 clusters Score -2.141911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Entering Unmasked Estep 
Score: -11692279.000000 Penalty: 6667.329102
	Iteration 0F: 2 clusters Score -1.169228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -11654211.000000 Penalty: 13334.658203
	Iteration 0F: 3 clusters Score -1.165421e+07 nChanged 23735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -11666902.000000 Penalty: 13334.658203
	Iteration 1F: 3 clusters Score -1.16669e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -11668010.000000 Penalty: 13334.658203
	Iteration 2F: 3 clusters Score -1.166801e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -11669169.000000 Penalty: 13334.658203
	Iteration 3Q: 3 clusters Score -1.166917e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -11670607.000000 Penalty: 13334.658203
	Iteration 4Q: 3 clusters Score -1.167061e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -11672245.000000 Penalty: 13334.658203
	Iteration 5F: 3 clusters Score -1.167224e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -11673898.000000 Penalty: 13334.658203
	Iteration 6F: 3 clusters Score -1.16739e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -11675680.000000 Penalty: 13334.658203
	Iteration 7F: 3 clusters Score -1.167568e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -11677424.000000 Penalty: 13334.658203
	Iteration 8F: 3 clusters Score -1.167742e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -11679058.000000 Penalty: 13334.658203
	Iteration 9F: 3 clusters Score -1.167906e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -11680613.000000 Penalty: 13334.658203
	Iteration 10Q: 3 clusters Score -1.168061e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -11681872.000000 Penalty: 13334.658203
	Iteration 11Q: 3 clusters Score -1.168187e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -11682935.000000 Penalty: 13334.658203
	Iteration 12Q: 3 clusters Score -1.168294e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -11683794.000000 Penalty: 13334.658203
	Iteration 13Q: 3 clusters Score -1.168379e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -11684497.000000 Penalty: 13334.658203
	Iteration 14Q: 3 clusters Score -1.16845e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -11685071.000000 Penalty: 13334.658203
	Iteration 15Q: 3 clusters Score -1.168507e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -11685596.000000 Penalty: 13334.658203
	Iteration 16Q: 3 clusters Score -1.16856e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -11686047.000000 Penalty: 13334.658203
	Iteration 17Q: 3 clusters Score -1.168605e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -11686410.000000 Penalty: 13334.658203
	Iteration 18Q: 3 clusters Score -1.168641e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -11686732.000000 Penalty: 13334.658203
	Iteration 19Q: 3 clusters Score -1.168673e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -11686982.000000 Penalty: 13334.658203
	Iteration 20F: 3 clusters Score -1.168698e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -11687202.000000 Penalty: 13334.658203
	Iteration 21Q: 3 clusters Score -1.16872e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -11687384.000000 Penalty: 13334.658203
	Iteration 22Q: 3 clusters Score -1.168738e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -11687583.000000 Penalty: 13334.658203
	Iteration 23Q: 3 clusters Score -1.168758e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -11687766.000000 Penalty: 13334.658203
	Iteration 24Q: 3 clusters Score -1.168777e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -11687858.000000 Penalty: 13334.658203
	Iteration 25Q: 3 clusters Score -1.168786e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -11687953.000000 Penalty: 13334.658203
	Iteration 26Q: 3 clusters Score -1.168795e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -11688033.000000 Penalty: 13334.658203
	Iteration 27Q: 3 clusters Score -1.168803e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -11688060.000000 Penalty: 13334.658203
	Iteration 28Q: 3 clusters Score -1.168806e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -11688132.000000 Penalty: 13334.658203
	Iteration 29Q: 3 clusters Score -1.168813e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -11688231.000000 Penalty: 13334.658203
	Iteration 30Q: 3 clusters Score -1.168823e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -11688263.000000 Penalty: 13334.658203
	Iteration 31Q: 3 clusters Score -1.168826e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -11688289.000000 Penalty: 13334.658203
	Iteration 32Q: 3 clusters Score -1.168829e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -11688360.000000 Penalty: 13334.658203
	Iteration 33Q: 3 clusters Score -1.168836e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -11688392.000000 Penalty: 13334.658203
	Iteration 34Q: 3 clusters Score -1.168839e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -11688437.000000 Penalty: 13334.658203
	Iteration 35Q: 3 clusters Score -1.168844e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -11688420.000000 Penalty: 13334.658203
	Iteration 36Q: 3 clusters Score -1.168842e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -11688445.000000 Penalty: 13334.658203
	Iteration 37Q: 3 clusters Score -1.168844e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -11688475.000000 Penalty: 13334.658203
	Iteration 38Q: 3 clusters Score -1.168848e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -11688490.000000 Penalty: 13334.658203
	Iteration 39Q: 3 clusters Score -1.168849e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -11688519.000000 Penalty: 13334.658203
	Iteration 40F: 3 clusters Score -1.168852e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -11688541.000000 Penalty: 13334.658203
	Iteration 41Q: 3 clusters Score -1.168854e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -11688546.000000 Penalty: 13334.658203
	Iteration 42Q: 3 clusters Score -1.168855e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -11688558.000000 Penalty: 13334.658203
	Iteration 43Q: 3 clusters Score -1.168856e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -11688558.000000 Penalty: 13334.658203
	Iteration 44Q: 3 clusters Score -1.168856e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -11688568.000000 Penalty: 13334.658203
	Iteration 45Q: 3 clusters Score -1.168857e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -11688556.000000 Penalty: 13334.658203
	Iteration 46Q: 3 clusters Score -1.168856e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -11688574.000000 Penalty: 13334.658203
	Iteration 47Q: 3 clusters Score -1.168857e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -11688576.000000 Penalty: 13334.658203
	Iteration 48Q: 3 clusters Score -1.168858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -11688579.000000 Penalty: 13334.658203
	Iteration 49Q: 3 clusters Score -1.168858e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -11688604.000000 Penalty: 13334.658203
	Iteration 50Q: 3 clusters Score -1.16886e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -11688620.000000 Penalty: 13334.658203
	Iteration 51Q: 3 clusters Score -1.168862e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -11688622.000000 Penalty: 13334.658203
	Iteration 52Q: 3 clusters Score -1.168862e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -11688623.000000 Penalty: 13334.658203
	Iteration 53Q: 3 clusters Score -1.168862e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -11688658.000000 Penalty: 13334.658203
	Iteration 54Q: 3 clusters Score -1.168866e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -11688660.000000 Penalty: 13334.658203
	Iteration 55Q: 3 clusters Score -1.168866e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -11688681.000000 Penalty: 13334.658203
	Iteration 56Q: 3 clusters Score -1.168868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -11688690.000000 Penalty: 13334.658203
	Iteration 57Q: 3 clusters Score -1.168869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -11688668.000000 Penalty: 13334.658203
	Iteration 58Q: 3 clusters Score -1.168867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -11688686.000000 Penalty: 13334.658203
	Iteration 59Q: 3 clusters Score -1.168869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -11688687.000000 Penalty: 13334.658203
	Iteration 60F: 3 clusters Score -1.168869e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -11688688.000000 Penalty: 13334.658203
	Iteration 61Q: 3 clusters Score -1.168869e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -11688719.000000 Penalty: 13334.658203
	Iteration 62Q: 3 clusters Score -1.168872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -11688708.000000 Penalty: 13334.658203
	Iteration 63Q: 3 clusters Score -1.168871e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -11688703.000000 Penalty: 13334.658203
	Iteration 64Q: 3 clusters Score -1.16887e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -11688711.000000 Penalty: 13334.658203
	Iteration 65Q: 3 clusters Score -1.168871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -11688716.000000 Penalty: 13334.658203
	Iteration 66Q: 3 clusters Score -1.168872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -11688702.000000 Penalty: 13334.658203
	Iteration 67Q: 3 clusters Score -1.16887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -11688722.000000 Penalty: 13334.658203
	Iteration 68Q: 3 clusters Score -1.168872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -11688745.000000 Penalty: 13334.658203
	Iteration 69Q: 3 clusters Score -1.168874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -11688738.000000 Penalty: 13334.658203
	Iteration 70Q: 3 clusters Score -1.168874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -11688744.000000 Penalty: 13334.658203
	Iteration 71Q: 3 clusters Score -1.168874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -11688749.000000 Penalty: 13334.658203
	Iteration 72Q: 3 clusters Score -1.168875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -11688742.000000 Penalty: 13334.658203
	Iteration 73Q: 3 clusters Score -1.168874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -11688746.000000 Penalty: 13334.658203
	Iteration 74Q: 3 clusters Score -1.168875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -11688735.000000 Penalty: 13334.658203
	Iteration 75Q: 3 clusters Score -1.168874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -11688741.000000 Penalty: 13334.658203
	Iteration 76Q: 3 clusters Score -1.168874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -11688731.000000 Penalty: 13334.658203
	Iteration 77Q: 3 clusters Score -1.168873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -11688715.000000 Penalty: 13334.658203
	Iteration 78Q: 3 clusters Score -1.168872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -11688732.000000 Penalty: 13334.658203
	Iteration 79Q: 3 clusters Score -1.168873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -11688739.000000 Penalty: 13334.658203
	Iteration 80F: 3 clusters Score -1.168874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -11688732.000000 Penalty: 13334.658203
	Iteration 81Q: 3 clusters Score -1.168873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -11688728.000000 Penalty: 13334.658203
	Iteration 82Q: 3 clusters Score -1.168873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -11688730.000000 Penalty: 13334.658203
	Iteration 83Q: 3 clusters Score -1.168873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -11688731.000000 Penalty: 13334.658203
	Iteration 84Q: 3 clusters Score -1.168873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -11688732.000000 Penalty: 13334.658203
	Iteration 85Q: 3 clusters Score -1.168873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -11688734.000000 Penalty: 13334.658203
	Iteration 86Q: 3 clusters Score -1.168873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -11688731.000000 Penalty: 13334.658203
	Iteration 87Q: 3 clusters Score -1.168873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -11688729.000000 Penalty: 13334.658203
	Iteration 88Q: 3 clusters Score -1.168873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -11688732.000000 Penalty: 13334.658203
	Iteration 89Q: 3 clusters Score -1.168873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -11688733.000000 Penalty: 13334.658203
	Iteration 90Q: 3 clusters Score -1.168873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -11688728.000000 Penalty: 13334.658203
	Iteration 91Q: 3 clusters Score -1.168873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -11688751.000000 Penalty: 13334.658203
	Iteration 92Q: 3 clusters Score -1.168875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -11688729.000000 Penalty: 13334.658203
	Iteration 93Q: 3 clusters Score -1.168873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -11688749.000000 Penalty: 13334.658203
	Iteration 94Q: 3 clusters Score -1.168875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -11688748.000000 Penalty: 13334.658203
	Iteration 95Q: 3 clusters Score -1.168875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -11688768.000000 Penalty: 13334.658203
	Iteration 96Q: 3 clusters Score -1.168877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -11688753.000000 Penalty: 13334.658203
	Iteration 97Q: 3 clusters Score -1.168875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -11688756.000000 Penalty: 13334.658203
	Iteration 98Q: 3 clusters Score -1.168876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -11688764.000000 Penalty: 13334.658203
	Iteration 99Q: 3 clusters Score -1.168876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -11688754.000000 Penalty: 13334.658203
	Iteration 100F: 3 clusters Score -1.168875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -11688757.000000 Penalty: 13334.658203
	Iteration 101Q: 3 clusters Score -1.168876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -11688739.000000 Penalty: 13334.658203
	Iteration 102Q: 3 clusters Score -1.168874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -11688751.000000 Penalty: 13334.658203
	Iteration 103Q: 3 clusters Score -1.168875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -11688744.000000 Penalty: 13334.658203
	Iteration 104Q: 3 clusters Score -1.168874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -11688752.000000 Penalty: 13334.658203
	Iteration 105Q: 3 clusters Score -1.168875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -11688756.000000 Penalty: 13334.658203
	Iteration 106Q: 3 clusters Score -1.168876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -11688757.000000 Penalty: 13334.658203
	Iteration 107Q: 3 clusters Score -1.168876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -11688750.000000 Penalty: 13334.658203
	Iteration 108Q: 3 clusters Score -1.168875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -11688748.000000 Penalty: 13334.658203
	Iteration 109Q: 3 clusters Score -1.168875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -11688753.000000 Penalty: 13334.658203
	Iteration 110Q: 3 clusters Score -1.168875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -11688749.000000 Penalty: 13334.658203
	Iteration 111Q: 3 clusters Score -1.168875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -11688755.000000 Penalty: 13334.658203
	Iteration 112Q: 3 clusters Score -1.168876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -11688756.000000 Penalty: 13334.658203
	Iteration 113Q: 3 clusters Score -1.168876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -11688755.000000 Penalty: 13334.658203
	Iteration 114Q: 3 clusters Score -1.168876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -11688765.000000 Penalty: 13334.658203
	Iteration 115Q: 3 clusters Score -1.168876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -11688759.000000 Penalty: 13334.658203
	Iteration 116Q: 3 clusters Score -1.168876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -11688771.000000 Penalty: 13334.658203
	Iteration 117Q: 3 clusters Score -1.168877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -11688777.000000 Penalty: 13334.658203
	Iteration 118Q: 3 clusters Score -1.168878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -11688793.000000 Penalty: 13334.658203
	Iteration 119Q: 3 clusters Score -1.168879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -11688793.000000 Penalty: 13334.658203
	Iteration 120F: 3 clusters Score -1.168879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (149670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149670 members 
Entering Unmasked Estep 
Score: -34137608.000000 Penalty: 7298.665527
	Iteration 0F: 2 clusters Score -3.413761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -34050140.000000 Penalty: 14597.331055
	Iteration 0F: 3 clusters Score -3.405014e+07 nChanged 69676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -34089532.000000 Penalty: 14597.331055
	Iteration 1F: 3 clusters Score -3.408953e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -34091448.000000 Penalty: 14597.331055
	Iteration 2Q: 3 clusters Score -3.409145e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -34094020.000000 Penalty: 14597.331055
	Iteration 3Q: 3 clusters Score -3.409402e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -34096756.000000 Penalty: 14597.331055
	Iteration 4Q: 3 clusters Score -3.409676e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 77001 members 
Entering Unmasked Estep 
Score: -34100340.000000 Penalty: 14597.331055
	Iteration 5Q: 3 clusters Score -3.410034e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -34104480.000000 Penalty: 14597.331055
	Iteration 6F: 3 clusters Score -3.410448e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -34109004.000000 Penalty: 14597.331055
	Iteration 7F: 3 clusters Score -3.4109e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 76598 members 
Entering Unmasked Estep 
Score: -34112672.000000 Penalty: 14597.331055
	Iteration 8F: 3 clusters Score -3.411267e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -34115580.000000 Penalty: 14597.331055
	Iteration 9Q: 3 clusters Score -3.411558e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -34117336.000000 Penalty: 14597.331055
	Iteration 10Q: 3 clusters Score -3.411734e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -34118740.000000 Penalty: 14597.331055
	Iteration 11Q: 3 clusters Score -3.411874e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -34119636.000000 Penalty: 14597.331055
	Iteration 12Q: 3 clusters Score -3.411964e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -34120256.000000 Penalty: 14597.331055
	Iteration 13Q: 3 clusters Score -3.412026e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -34120984.000000 Penalty: 14597.331055
	Iteration 14Q: 3 clusters Score -3.412098e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -34121536.000000 Penalty: 14597.331055
	Iteration 15Q: 3 clusters Score -3.412154e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -34122324.000000 Penalty: 14597.331055
	Iteration 16Q: 3 clusters Score -3.412232e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -34123036.000000 Penalty: 14597.331055
	Iteration 17Q: 3 clusters Score -3.412304e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 84416 members 
Entering Unmasked Estep 
Score: -34123868.000000 Penalty: 14597.331055
	Iteration 18Q: 3 clusters Score -3.412387e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -34124664.000000 Penalty: 14597.331055
	Iteration 19Q: 3 clusters Score -3.412466e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -34125372.000000 Penalty: 14597.331055
	Iteration 20F: 3 clusters Score -3.412537e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -34126564.000000 Penalty: 14597.331055
	Iteration 21Q: 3 clusters Score -3.412656e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -34127460.000000 Penalty: 14597.331055
	Iteration 22Q: 3 clusters Score -3.412746e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -34128332.000000 Penalty: 14597.331055
	Iteration 23Q: 3 clusters Score -3.412833e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -34128860.000000 Penalty: 14597.331055
	Iteration 24Q: 3 clusters Score -3.412886e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 93812 members 
Entering Unmasked Estep 
Score: -34129228.000000 Penalty: 14597.331055
	Iteration 25Q: 3 clusters Score -3.412923e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 94620 members 
Entering Unmasked Estep 
Score: -34129448.000000 Penalty: 14597.331055
	Iteration 26Q: 3 clusters Score -3.412945e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -34129636.000000 Penalty: 14597.331055
	Iteration 27Q: 3 clusters Score -3.412964e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -34129796.000000 Penalty: 14597.331055
	Iteration 28Q: 3 clusters Score -3.41298e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -34129932.000000 Penalty: 14597.331055
	Iteration 29Q: 3 clusters Score -3.412993e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 97091 members 
Entering Unmasked Estep 
Score: -34130108.000000 Penalty: 14597.331055
	Iteration 30Q: 3 clusters Score -3.413011e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 97620 members 
Entering Unmasked Estep 
Score: -34130160.000000 Penalty: 14597.331055
	Iteration 31Q: 3 clusters Score -3.413016e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
Score: -34130300.000000 Penalty: 14597.331055
	Iteration 32Q: 3 clusters Score -3.41303e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -34130380.000000 Penalty: 14597.331055
	Iteration 33Q: 3 clusters Score -3.413038e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -34130464.000000 Penalty: 14597.331055
	Iteration 34Q: 3 clusters Score -3.413046e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 99672 members 
Entering Unmasked Estep 
Score: -34130656.000000 Penalty: 14597.331055
	Iteration 35Q: 3 clusters Score -3.413066e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 100205 members 
Entering Unmasked Estep 
Score: -34130608.000000 Penalty: 14597.331055
	Iteration 36Q: 3 clusters Score -3.413061e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -34130784.000000 Penalty: 14597.331055
	Iteration 37Q: 3 clusters Score -3.413078e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 101428 members 
Entering Unmasked Estep 
Score: -34130828.000000 Penalty: 14597.331055
	Iteration 38Q: 3 clusters Score -3.413083e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 102079 members 
Entering Unmasked Estep 
Score: -34130920.000000 Penalty: 14597.331055
	Iteration 39Q: 3 clusters Score -3.413092e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 102754 members 
Entering Unmasked Estep 
Score: -34130912.000000 Penalty: 14597.331055
	Iteration 40F: 3 clusters Score -3.413091e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 103465 members 
Entering Unmasked Estep 
Score: -34131208.000000 Penalty: 14597.331055
	Iteration 41Q: 3 clusters Score -3.413121e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 104151 members 
Entering Unmasked Estep 
Score: -34131316.000000 Penalty: 14597.331055
	Iteration 42Q: 3 clusters Score -3.413132e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -34131356.000000 Penalty: 14597.331055
	Iteration 43Q: 3 clusters Score -3.413136e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 105663 members 
Entering Unmasked Estep 
Score: -34131500.000000 Penalty: 14597.331055
	Iteration 44Q: 3 clusters Score -3.41315e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -34131620.000000 Penalty: 14597.331055
	Iteration 45Q: 3 clusters Score -3.413162e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -34131740.000000 Penalty: 14597.331055
	Iteration 46Q: 3 clusters Score -3.413174e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 108034 members 
Entering Unmasked Estep 
Score: -34131764.000000 Penalty: 14597.331055
	Iteration 47Q: 3 clusters Score -3.413176e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 108860 members 
Entering Unmasked Estep 
Score: -34131844.000000 Penalty: 14597.331055
	Iteration 48Q: 3 clusters Score -3.413184e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 109735 members 
Entering Unmasked Estep 
Score: -34132000.000000 Penalty: 14597.331055
	Iteration 49Q: 3 clusters Score -3.4132e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 110730 members 
Entering Unmasked Estep 
Score: -34132192.000000 Penalty: 14597.331055
	Iteration 50Q: 3 clusters Score -3.413219e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 111776 members 
Entering Unmasked Estep 
Score: -34132292.000000 Penalty: 14597.331055
	Iteration 51Q: 3 clusters Score -3.413229e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 112883 members 
Entering Unmasked Estep 
Score: -34132552.000000 Penalty: 14597.331055
	Iteration 52Q: 3 clusters Score -3.413255e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 114042 members 
Entering Unmasked Estep 
Score: -34132664.000000 Penalty: 14597.331055
	Iteration 53Q: 3 clusters Score -3.413266e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 115205 members 
Entering Unmasked Estep 
Score: -34132824.000000 Penalty: 14597.331055
	Iteration 54Q: 3 clusters Score -3.413282e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -34133076.000000 Penalty: 14597.331055
	Iteration 55Q: 3 clusters Score -3.413308e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 117652 members 
Entering Unmasked Estep 
Score: -34133148.000000 Penalty: 14597.331055
	Iteration 56Q: 3 clusters Score -3.413315e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 118992 members 
Entering Unmasked Estep 
Score: -34133076.000000 Penalty: 14597.331055
	Iteration 57Q: 3 clusters Score -3.413308e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 120381 members 
Entering Unmasked Estep 
Score: -34133220.000000 Penalty: 14597.331055
	Iteration 58Q: 3 clusters Score -3.413322e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -34133228.000000 Penalty: 14597.331055
	Iteration 59Q: 3 clusters Score -3.413323e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 123194 members 
Entering Unmasked Estep 
Score: -34133484.000000 Penalty: 14597.331055
	Iteration 60F: 3 clusters Score -3.413348e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 124600 members 
Entering Unmasked Estep 
Score: -34133456.000000 Penalty: 14597.331055
	Iteration 61Q: 3 clusters Score -3.413346e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 125995 members 
Entering Unmasked Estep 
Score: -34133508.000000 Penalty: 14597.331055
	Iteration 62Q: 3 clusters Score -3.413351e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 127404 members 
Entering Unmasked Estep 
Score: -34133452.000000 Penalty: 14597.331055
	Iteration 63Q: 3 clusters Score -3.413345e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 128789 members 
Entering Unmasked Estep 
Score: -34133412.000000 Penalty: 14597.331055
	Iteration 64Q: 3 clusters Score -3.413341e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 130090 members 
Entering Unmasked Estep 
Score: -34133264.000000 Penalty: 14597.331055
	Iteration 65Q: 3 clusters Score -3.413326e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 131297 members 
Entering Unmasked Estep 
Score: -34133320.000000 Penalty: 14597.331055
	Iteration 66Q: 3 clusters Score -3.413332e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 132424 members 
Entering Unmasked Estep 
Score: -34133568.000000 Penalty: 14597.331055
	Iteration 67Q: 3 clusters Score -3.413357e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 133541 members 
Entering Unmasked Estep 
Score: -34133540.000000 Penalty: 14597.331055
	Iteration 68Q: 3 clusters Score -3.413354e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 134608 members 
Entering Unmasked Estep 
Score: -34133684.000000 Penalty: 14597.331055
	Iteration 69Q: 3 clusters Score -3.413368e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 135641 members 
Entering Unmasked Estep 
Score: -34133860.000000 Penalty: 14597.331055
	Iteration 70Q: 3 clusters Score -3.413386e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 136610 members 
Entering Unmasked Estep 
Score: -34133988.000000 Penalty: 14597.331055
	Iteration 71Q: 3 clusters Score -3.413399e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 137501 members 
Entering Unmasked Estep 
Score: -34133904.000000 Penalty: 14597.331055
	Iteration 72Q: 3 clusters Score -3.41339e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 138254 members 
Entering Unmasked Estep 
Score: -34133924.000000 Penalty: 14597.331055
	Iteration 73Q: 3 clusters Score -3.413392e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 138930 members 
Entering Unmasked Estep 
Score: -34133936.000000 Penalty: 14597.331055
	Iteration 74Q: 3 clusters Score -3.413394e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 139535 members 
Entering Unmasked Estep 
Score: -34133964.000000 Penalty: 14597.331055
	Iteration 75Q: 3 clusters Score -3.413396e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 140110 members 
Entering Unmasked Estep 
Score: -34133984.000000 Penalty: 14597.331055
	Iteration 76Q: 3 clusters Score -3.413398e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -34133980.000000 Penalty: 14597.331055
	Iteration 77Q: 3 clusters Score -3.413398e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 141005 members 
Entering Unmasked Estep 
Score: -34133912.000000 Penalty: 14597.331055
	Iteration 78Q: 3 clusters Score -3.413391e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 141389 members 
Entering Unmasked Estep 
Score: -34133952.000000 Penalty: 14597.331055
	Iteration 79Q: 3 clusters Score -3.413395e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 141727 members 
Entering Unmasked Estep 
Score: -34133996.000000 Penalty: 14597.331055
	Iteration 80F: 3 clusters Score -3.4134e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 142017 members 
Entering Unmasked Estep 
Score: -34134064.000000 Penalty: 14597.331055
	Iteration 81Q: 3 clusters Score -3.413406e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 142288 members 
Entering Unmasked Estep 
Score: -34134176.000000 Penalty: 14597.331055
	Iteration 82Q: 3 clusters Score -3.413418e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 142537 members 
Entering Unmasked Estep 
Score: -34134192.000000 Penalty: 14597.331055
	Iteration 83Q: 3 clusters Score -3.413419e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 142780 members 
Entering Unmasked Estep 
Score: -34134056.000000 Penalty: 14597.331055
	Iteration 84Q: 3 clusters Score -3.413406e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 143001 members 
Entering Unmasked Estep 
Score: -34134052.000000 Penalty: 14597.331055
	Iteration 85Q: 3 clusters Score -3.413405e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -34134032.000000 Penalty: 14597.331055
	Iteration 86Q: 3 clusters Score -3.413403e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 143322 members 
Entering Unmasked Estep 
Score: -34134028.000000 Penalty: 14597.331055
	Iteration 87Q: 3 clusters Score -3.413403e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 143434 members 
Entering Unmasked Estep 
Score: -34134052.000000 Penalty: 14597.331055
	Iteration 88Q: 3 clusters Score -3.413405e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 143538 members 
Entering Unmasked Estep 
Score: -34134068.000000 Penalty: 14597.331055
	Iteration 89Q: 3 clusters Score -3.413407e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 143645 members 
Entering Unmasked Estep 
Score: -34134028.000000 Penalty: 14597.331055
	Iteration 90Q: 3 clusters Score -3.413403e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 143744 members 
Entering Unmasked Estep 
Score: -34134024.000000 Penalty: 14597.331055
	Iteration 91Q: 3 clusters Score -3.413402e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 143837 members 
Entering Unmasked Estep 
Score: -34134000.000000 Penalty: 14597.331055
	Iteration 92Q: 3 clusters Score -3.4134e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 143923 members 
Entering Unmasked Estep 
Score: -34133992.000000 Penalty: 14597.331055
	Iteration 93Q: 3 clusters Score -3.413399e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 143992 members 
Entering Unmasked Estep 
Score: -34133984.000000 Penalty: 14597.331055
	Iteration 94Q: 3 clusters Score -3.413398e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 144062 members 
Entering Unmasked Estep 
Score: -34133956.000000 Penalty: 14597.331055
	Iteration 95Q: 3 clusters Score -3.413396e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 144136 members 
Entering Unmasked Estep 
Score: -34133948.000000 Penalty: 14597.331055
	Iteration 96Q: 3 clusters Score -3.413395e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 144207 members 
Entering Unmasked Estep 
Score: -34133904.000000 Penalty: 14597.331055
	Iteration 97Q: 3 clusters Score -3.41339e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 144266 members 
Entering Unmasked Estep 
Score: -34133912.000000 Penalty: 14597.331055
	Iteration 98Q: 3 clusters Score -3.413391e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 144312 members 
Entering Unmasked Estep 
Score: -34133900.000000 Penalty: 14597.331055
	Iteration 99Q: 3 clusters Score -3.41339e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -34133892.000000 Penalty: 14597.331055
	Iteration 100F: 3 clusters Score -3.413389e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 144417 members 
Entering Unmasked Estep 
Score: -34133880.000000 Penalty: 14597.331055
	Iteration 101Q: 3 clusters Score -3.413388e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 144466 members 
Entering Unmasked Estep 
Score: -34133848.000000 Penalty: 14597.331055
	Iteration 102Q: 3 clusters Score -3.413385e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 144525 members 
Entering Unmasked Estep 
Score: -34133848.000000 Penalty: 14597.331055
	Iteration 103Q: 3 clusters Score -3.413385e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 144576 members 
Entering Unmasked Estep 
Score: -34133880.000000 Penalty: 14597.331055
	Iteration 104Q: 3 clusters Score -3.413388e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 144633 members 
Entering Unmasked Estep 
Score: -34133860.000000 Penalty: 14597.331055
	Iteration 105Q: 3 clusters Score -3.413386e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -34133880.000000 Penalty: 14597.331055
	Iteration 106Q: 3 clusters Score -3.413388e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 144712 members 
Entering Unmasked Estep 
Score: -34133908.000000 Penalty: 14597.331055
	Iteration 107Q: 3 clusters Score -3.413391e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 144738 members 
Entering Unmasked Estep 
Score: -34133904.000000 Penalty: 14597.331055
	Iteration 108Q: 3 clusters Score -3.41339e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 144773 members 
Entering Unmasked Estep 
Score: -34133908.000000 Penalty: 14597.331055
	Iteration 109Q: 3 clusters Score -3.413391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 144799 members 
Entering Unmasked Estep 
Score: -34133896.000000 Penalty: 14597.331055
	Iteration 110Q: 3 clusters Score -3.41339e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 144826 members 
Entering Unmasked Estep 
Score: -34133888.000000 Penalty: 14597.331055
	Iteration 111Q: 3 clusters Score -3.413389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 144854 members 
Entering Unmasked Estep 
Score: -34133880.000000 Penalty: 14597.331055
	Iteration 112Q: 3 clusters Score -3.413388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 144873 members 
Entering Unmasked Estep 
Score: -34133900.000000 Penalty: 14597.331055
	Iteration 113Q: 3 clusters Score -3.41339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 144897 members 
Entering Unmasked Estep 
Score: -34133928.000000 Penalty: 14597.331055
	Iteration 114Q: 3 clusters Score -3.413393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 144912 members 
Entering Unmasked Estep 
Score: -34133940.000000 Penalty: 14597.331055
	Iteration 115Q: 3 clusters Score -3.413394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 144929 members 
Entering Unmasked Estep 
Score: -34133924.000000 Penalty: 14597.331055
	Iteration 116Q: 3 clusters Score -3.413392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 144948 members 
Entering Unmasked Estep 
Score: -34133944.000000 Penalty: 14597.331055
	Iteration 117Q: 3 clusters Score -3.413394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -34133948.000000 Penalty: 14597.331055
	Iteration 118Q: 3 clusters Score -3.413395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 144989 members 
Entering Unmasked Estep 
Score: -34133948.000000 Penalty: 14597.331055
	Iteration 119Q: 3 clusters Score -3.413395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 145003 members 
Entering Unmasked Estep 
Score: -34133948.000000 Penalty: 14597.331055
	Iteration 120F: 3 clusters Score -3.413395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 145019 members 
Entering Unmasked Estep 
Score: -34133960.000000 Penalty: 14597.331055
	Iteration 121Q: 3 clusters Score -3.413396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 145038 members 
Entering Unmasked Estep 
Score: -34133952.000000 Penalty: 14597.331055
	Iteration 122Q: 3 clusters Score -3.413395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 145056 members 
Entering Unmasked Estep 
Score: -34133916.000000 Penalty: 14597.331055
	Iteration 123Q: 3 clusters Score -3.413392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -34133924.000000 Penalty: 14597.331055
	Iteration 124Q: 3 clusters Score -3.413392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 145080 members 
Entering Unmasked Estep 
Score: -34133936.000000 Penalty: 14597.331055
	Iteration 125Q: 3 clusters Score -3.413394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 145094 members 
Entering Unmasked Estep 
Score: -34133920.000000 Penalty: 14597.331055
	Iteration 126Q: 3 clusters Score -3.413392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 145101 members 
Entering Unmasked Estep 
Score: -34133900.000000 Penalty: 14597.331055
	Iteration 127Q: 3 clusters Score -3.41339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 145110 members 
Entering Unmasked Estep 
Score: -34133912.000000 Penalty: 14597.331055
	Iteration 128Q: 3 clusters Score -3.413391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 145119 members 
Entering Unmasked Estep 
Score: -34133908.000000 Penalty: 14597.331055
	Iteration 129Q: 3 clusters Score -3.413391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 145132 members 
Entering Unmasked Estep 
Score: -34133904.000000 Penalty: 14597.331055
	Iteration 130Q: 3 clusters Score -3.41339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 145147 members 
Entering Unmasked Estep 
Score: -34133916.000000 Penalty: 14597.331055
	Iteration 131Q: 3 clusters Score -3.413392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 145160 members 
Entering Unmasked Estep 
Score: -34133896.000000 Penalty: 14597.331055
	Iteration 132Q: 3 clusters Score -3.41339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 145172 members 
Entering Unmasked Estep 
Score: -34133868.000000 Penalty: 14597.331055
	Iteration 133Q: 3 clusters Score -3.413387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 145187 members 
Entering Unmasked Estep 
Score: -34133848.000000 Penalty: 14597.331055
	Iteration 134Q: 3 clusters Score -3.413385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 145194 members 
Entering Unmasked Estep 
Score: -34133844.000000 Penalty: 14597.331055
	Iteration 135Q: 3 clusters Score -3.413384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 145203 members 
Entering Unmasked Estep 
Score: -34133840.000000 Penalty: 14597.331055
	Iteration 136Q: 3 clusters Score -3.413384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 145213 members 
Entering Unmasked Estep 
Score: -34133828.000000 Penalty: 14597.331055
	Iteration 137Q: 3 clusters Score -3.413383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 145221 members 
Entering Unmasked Estep 
Score: -34133864.000000 Penalty: 14597.331055
	Iteration 138Q: 3 clusters Score -3.413386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 145233 members 
Entering Unmasked Estep 
Score: -34133832.000000 Penalty: 14597.331055
	Iteration 139Q: 3 clusters Score -3.413383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 145243 members 
Entering Unmasked Estep 
Score: -34133844.000000 Penalty: 14597.331055
	Iteration 140F: 3 clusters Score -3.413384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 145251 members 
Entering Unmasked Estep 
Score: -34133856.000000 Penalty: 14597.331055
	Iteration 141Q: 3 clusters Score -3.413386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -34133832.000000 Penalty: 14597.331055
	Iteration 142Q: 3 clusters Score -3.413383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 145271 members 
Entering Unmasked Estep 
Score: -34133856.000000 Penalty: 14597.331055
	Iteration 143Q: 3 clusters Score -3.413386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 145279 members 
Entering Unmasked Estep 
Score: -34133868.000000 Penalty: 14597.331055
	Iteration 144Q: 3 clusters Score -3.413387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 145283 members 
Entering Unmasked Estep 
Score: -34133868.000000 Penalty: 14597.331055
	Iteration 145Q: 3 clusters Score -3.413387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 145289 members 
Entering Unmasked Estep 
Score: -34133884.000000 Penalty: 14597.331055
	Iteration 146Q: 3 clusters Score -3.413388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 145295 members 
Entering Unmasked Estep 
Score: -34133868.000000 Penalty: 14597.331055
	Iteration 147Q: 3 clusters Score -3.413387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 145302 members 
Entering Unmasked Estep 
Score: -34133884.000000 Penalty: 14597.331055
	Iteration 148Q: 3 clusters Score -3.413388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 145310 members 
Entering Unmasked Estep 
Score: -34133876.000000 Penalty: 14597.331055
	Iteration 149Q: 3 clusters Score -3.413388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 145321 members 
Entering Unmasked Estep 
Score: -34133896.000000 Penalty: 14597.331055
	Iteration 150Q: 3 clusters Score -3.41339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 145332 members 
Entering Unmasked Estep 
Score: -34133852.000000 Penalty: 14597.331055
	Iteration 151Q: 3 clusters Score -3.413385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 145347 members 
Entering Unmasked Estep 
Score: -34133876.000000 Penalty: 14597.331055
	Iteration 152Q: 3 clusters Score -3.413388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 145358 members 
Entering Unmasked Estep 
Score: -34133884.000000 Penalty: 14597.331055
	Iteration 153Q: 3 clusters Score -3.413388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 145368 members 
Entering Unmasked Estep 
Score: -34133860.000000 Penalty: 14597.331055
	Iteration 154Q: 3 clusters Score -3.413386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 145376 members 
Entering Unmasked Estep 
Score: -34133860.000000 Penalty: 14597.331055
	Iteration 155Q: 3 clusters Score -3.413386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 145385 members 
Entering Unmasked Estep 
Score: -34133856.000000 Penalty: 14597.331055
	Iteration 156Q: 3 clusters Score -3.413386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 145396 members 
Entering Unmasked Estep 
Score: -34133868.000000 Penalty: 14597.331055
	Iteration 157Q: 3 clusters Score -3.413387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 145403 members 
Entering Unmasked Estep 
Score: -34133868.000000 Penalty: 14597.331055
	Iteration 158Q: 3 clusters Score -3.413387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 145413 members 
Entering Unmasked Estep 
Score: -34133836.000000 Penalty: 14597.331055
	Iteration 159Q: 3 clusters Score -3.413384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 145425 members 
Entering Unmasked Estep 
Score: -34133828.000000 Penalty: 14597.331055
	Iteration 160F: 3 clusters Score -3.413383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 145436 members 
Entering Unmasked Estep 
Score: -34133820.000000 Penalty: 14597.331055
	Iteration 161Q: 3 clusters Score -3.413382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 145448 members 
Entering Unmasked Estep 
Score: -34133832.000000 Penalty: 14597.331055
	Iteration 162Q: 3 clusters Score -3.413383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 145461 members 
Entering Unmasked Estep 
Score: -34133840.000000 Penalty: 14597.331055
	Iteration 163Q: 3 clusters Score -3.413384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 145466 members 
Entering Unmasked Estep 
Score: -34133800.000000 Penalty: 14597.331055
	Iteration 164Q: 3 clusters Score -3.41338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 145475 members 
Entering Unmasked Estep 
Score: -34133816.000000 Penalty: 14597.331055
	Iteration 165Q: 3 clusters Score -3.413382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 145487 members 
Entering Unmasked Estep 
Score: -34133784.000000 Penalty: 14597.331055
	Iteration 166Q: 3 clusters Score -3.413378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 145499 members 
Entering Unmasked Estep 
Score: -34133808.000000 Penalty: 14597.331055
	Iteration 167Q: 3 clusters Score -3.413381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -34133808.000000 Penalty: 14597.331055
	Iteration 168Q: 3 clusters Score -3.413381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 145508 members 
Entering Unmasked Estep 
Score: -34133804.000000 Penalty: 14597.331055
	Iteration 169Q: 3 clusters Score -3.41338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 145514 members 
Entering Unmasked Estep 
Score: -34133796.000000 Penalty: 14597.331055
	Iteration 170Q: 3 clusters Score -3.41338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 145523 members 
Entering Unmasked Estep 
Score: -34133764.000000 Penalty: 14597.331055
	Iteration 171Q: 3 clusters Score -3.413376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 145530 members 
Entering Unmasked Estep 
Score: -34133776.000000 Penalty: 14597.331055
	Iteration 172Q: 3 clusters Score -3.413378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 145538 members 
Entering Unmasked Estep 
Score: -34133768.000000 Penalty: 14597.331055
	Iteration 173Q: 3 clusters Score -3.413377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 145546 members 
Entering Unmasked Estep 
Score: -34133776.000000 Penalty: 14597.331055
	Iteration 174Q: 3 clusters Score -3.413378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 145555 members 
Entering Unmasked Estep 
Score: -34133788.000000 Penalty: 14597.331055
	Iteration 175Q: 3 clusters Score -3.413379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 145560 members 
Entering Unmasked Estep 
Score: -34133796.000000 Penalty: 14597.331055
	Iteration 176Q: 3 clusters Score -3.41338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 145561 members 
Entering Unmasked Estep 
Score: -34133788.000000 Penalty: 14597.331055
	Iteration 177Q: 3 clusters Score -3.413379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 145561 members 
Entering Unmasked Estep 
Score: -34133788.000000 Penalty: 14597.331055
	Iteration 178F: 3 clusters Score -3.413379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Entering Unmasked Estep 
Score: -3582527.500000 Penalty: 5940.137695
	Iteration 0F: 2 clusters Score -3582528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3568336.750000 Penalty: 11880.275391
	Iteration 0F: 3 clusters Score -3568337 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3571916.000000 Penalty: 11880.275391
	Iteration 1F: 3 clusters Score -3571916 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3572568.250000 Penalty: 11880.275391
	Iteration 2F: 3 clusters Score -3572568 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3573014.500000 Penalty: 11880.275391
	Iteration 3F: 3 clusters Score -3573014 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3573352.000000 Penalty: 11880.275391
	Iteration 4Q: 3 clusters Score -3573352 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3573624.750000 Penalty: 11880.275391
	Iteration 5Q: 3 clusters Score -3573625 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3573889.000000 Penalty: 11880.275391
	Iteration 6Q: 3 clusters Score -3573889 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3574097.750000 Penalty: 11880.275391
	Iteration 7Q: 3 clusters Score -3574098 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3574322.750000 Penalty: 11880.275391
	Iteration 8Q: 3 clusters Score -3574323 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3574549.750000 Penalty: 11880.275391
	Iteration 9Q: 3 clusters Score -3574550 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -3574778.500000 Penalty: 11880.275391
	Iteration 10Q: 3 clusters Score -3574778 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -3575004.000000 Penalty: 11880.275391
	Iteration 11Q: 3 clusters Score -3575004 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3575273.250000 Penalty: 11880.275391
	Iteration 12Q: 3 clusters Score -3575273 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3575593.000000 Penalty: 11880.275391
	Iteration 13Q: 3 clusters Score -3575593 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3575962.500000 Penalty: 11880.275391
	Iteration 14Q: 3 clusters Score -3575962 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3576406.000000 Penalty: 11880.275391
	Iteration 15Q: 3 clusters Score -3576406 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3576913.250000 Penalty: 11880.275391
	Iteration 16Q: 3 clusters Score -3576913 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3577522.000000 Penalty: 11880.275391
	Iteration 17Q: 3 clusters Score -3577522 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3578076.250000 Penalty: 11880.275391
	Iteration 18Q: 3 clusters Score -3578076 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -3578519.000000 Penalty: 11880.275391
	Iteration 19Q: 3 clusters Score -3578519 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3578866.250000 Penalty: 11880.275391
	Iteration 20F: 3 clusters Score -3578866 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3579115.250000 Penalty: 11880.275391
	Iteration 21Q: 3 clusters Score -3579115 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3579246.250000 Penalty: 11880.275391
	Iteration 22Q: 3 clusters Score -3579246 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3579369.500000 Penalty: 11880.275391
	Iteration 23Q: 3 clusters Score -3579370 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3579456.000000 Penalty: 11880.275391
	Iteration 24Q: 3 clusters Score -3579456 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3579516.500000 Penalty: 11880.275391
	Iteration 25Q: 3 clusters Score -3579516 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3579543.250000 Penalty: 11880.275391
	Iteration 26Q: 3 clusters Score -3579543 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3579573.250000 Penalty: 11880.275391
	Iteration 27Q: 3 clusters Score -3579573 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3579602.750000 Penalty: 11880.275391
	Iteration 28Q: 3 clusters Score -3579603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3579625.000000 Penalty: 11880.275391
	Iteration 29Q: 3 clusters Score -3579625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3579630.750000 Penalty: 11880.275391
	Iteration 30Q: 3 clusters Score -3579631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3579646.500000 Penalty: 11880.275391
	Iteration 31Q: 3 clusters Score -3579646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3579648.000000 Penalty: 11880.275391
	Iteration 32Q: 3 clusters Score -3579648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3579647.000000 Penalty: 11880.275391
	Iteration 33Q: 3 clusters Score -3579647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3579655.000000 Penalty: 11880.275391
	Iteration 34Q: 3 clusters Score -3579655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3579659.750000 Penalty: 11880.275391
	Iteration 35Q: 3 clusters Score -3579660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3579665.750000 Penalty: 11880.275391
	Iteration 36Q: 3 clusters Score -3579666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3579674.000000 Penalty: 11880.275391
	Iteration 37Q: 3 clusters Score -3579674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3579685.750000 Penalty: 11880.275391
	Iteration 38Q: 3 clusters Score -3579686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3579692.500000 Penalty: 11880.275391
	Iteration 39Q: 3 clusters Score -3579692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3579691.250000 Penalty: 11880.275391
	Iteration 40F: 3 clusters Score -3579691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -3579704.750000 Penalty: 11880.275391
	Iteration 41Q: 3 clusters Score -3579705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3579701.000000 Penalty: 11880.275391
	Iteration 42Q: 3 clusters Score -3579701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3579710.750000 Penalty: 11880.275391
	Iteration 43Q: 3 clusters Score -3579711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3579715.750000 Penalty: 11880.275391
	Iteration 44Q: 3 clusters Score -3579716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3579714.500000 Penalty: 11880.275391
	Iteration 45Q: 3 clusters Score -3579714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3579712.000000 Penalty: 11880.275391
	Iteration 46Q: 3 clusters Score -3579712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3579714.750000 Penalty: 11880.275391
	Iteration 47Q: 3 clusters Score -3579715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3579713.250000 Penalty: 11880.275391
	Iteration 48Q: 3 clusters Score -3579713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3579718.500000 Penalty: 11880.275391
	Iteration 49Q: 3 clusters Score -3579718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3579719.000000 Penalty: 11880.275391
	Iteration 50Q: 3 clusters Score -3579719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3579717.000000 Penalty: 11880.275391
	Iteration 51Q: 3 clusters Score -3579717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3579712.250000 Penalty: 11880.275391
	Iteration 52Q: 3 clusters Score -3579712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3579711.750000 Penalty: 11880.275391
	Iteration 53Q: 3 clusters Score -3579712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3579711.750000 Penalty: 11880.275391
	Iteration 54F: 3 clusters Score -3579712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Entering Unmasked Estep 
Score: -4510717.500000 Penalty: 6063.339355
	Iteration 0F: 2 clusters Score -4510718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -4494341.500000 Penalty: 12126.678711
	Iteration 0F: 3 clusters Score -4494342 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4498520.500000 Penalty: 12126.678711
	Iteration 1F: 3 clusters Score -4498520 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -4499161.500000 Penalty: 12126.678711
	Iteration 2F: 3 clusters Score -4499162 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4499612.000000 Penalty: 12126.678711
	Iteration 3Q: 3 clusters Score -4499612 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -4499963.000000 Penalty: 12126.678711
	Iteration 4Q: 3 clusters Score -4499963 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4500243.000000 Penalty: 12126.678711
	Iteration 5Q: 3 clusters Score -4500243 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -4500463.500000 Penalty: 12126.678711
	Iteration 6Q: 3 clusters Score -4500464 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -4500679.500000 Penalty: 12126.678711
	Iteration 7Q: 3 clusters Score -4500680 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -4500910.000000 Penalty: 12126.678711
	Iteration 8Q: 3 clusters Score -4500910 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -4501115.500000 Penalty: 12126.678711
	Iteration 9Q: 3 clusters Score -4501116 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -4501332.500000 Penalty: 12126.678711
	Iteration 10Q: 3 clusters Score -4501332 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -4501508.500000 Penalty: 12126.678711
	Iteration 11Q: 3 clusters Score -4501508 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4501747.500000 Penalty: 12126.678711
	Iteration 12Q: 3 clusters Score -4501748 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4501985.000000 Penalty: 12126.678711
	Iteration 13Q: 3 clusters Score -4501985 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4502268.000000 Penalty: 12126.678711
	Iteration 14Q: 3 clusters Score -4502268 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4502581.500000 Penalty: 12126.678711
	Iteration 15Q: 3 clusters Score -4502582 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -4502957.000000 Penalty: 12126.678711
	Iteration 16Q: 3 clusters Score -4502957 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -4503304.500000 Penalty: 12126.678711
	Iteration 17Q: 3 clusters Score -4503304 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -4503653.000000 Penalty: 12126.678711
	Iteration 18Q: 3 clusters Score -4503653 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -4503944.500000 Penalty: 12126.678711
	Iteration 19Q: 3 clusters Score -4503944 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4504232.500000 Penalty: 12126.678711
	Iteration 20F: 3 clusters Score -4504232 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4504450.000000 Penalty: 12126.678711
	Iteration 21Q: 3 clusters Score -4504450 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -4504632.000000 Penalty: 12126.678711
	Iteration 22Q: 3 clusters Score -4504632 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4504769.500000 Penalty: 12126.678711
	Iteration 23Q: 3 clusters Score -4504770 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4504894.000000 Penalty: 12126.678711
	Iteration 24Q: 3 clusters Score -4504894 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4504993.000000 Penalty: 12126.678711
	Iteration 25Q: 3 clusters Score -4504993 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -4505075.500000 Penalty: 12126.678711
	Iteration 26Q: 3 clusters Score -4505076 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4505125.000000 Penalty: 12126.678711
	Iteration 27Q: 3 clusters Score -4505125 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4505165.500000 Penalty: 12126.678711
	Iteration 28Q: 3 clusters Score -4505166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -4505189.000000 Penalty: 12126.678711
	Iteration 29Q: 3 clusters Score -4505189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -4505220.500000 Penalty: 12126.678711
	Iteration 30Q: 3 clusters Score -4505220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -4505232.000000 Penalty: 12126.678711
	Iteration 31Q: 3 clusters Score -4505232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4505235.000000 Penalty: 12126.678711
	Iteration 32Q: 3 clusters Score -4505235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4505243.000000 Penalty: 12126.678711
	Iteration 33Q: 3 clusters Score -4505243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -4505249.000000 Penalty: 12126.678711
	Iteration 34Q: 3 clusters Score -4505249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -4505256.000000 Penalty: 12126.678711
	Iteration 35Q: 3 clusters Score -4505256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -4505261.000000 Penalty: 12126.678711
	Iteration 36Q: 3 clusters Score -4505261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4505272.000000 Penalty: 12126.678711
	Iteration 37Q: 3 clusters Score -4505272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4505273.500000 Penalty: 12126.678711
	Iteration 38Q: 3 clusters Score -4505274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4505282.000000 Penalty: 12126.678711
	Iteration 39Q: 3 clusters Score -4505282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4505275.000000 Penalty: 12126.678711
	Iteration 40F: 3 clusters Score -4505275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -4505274.000000 Penalty: 12126.678711
	Iteration 41Q: 3 clusters Score -4505274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4505275.000000 Penalty: 12126.678711
	Iteration 42Q: 3 clusters Score -4505275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4505283.000000 Penalty: 12126.678711
	Iteration 43Q: 3 clusters Score -4505283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -4505290.000000 Penalty: 12126.678711
	Iteration 44Q: 3 clusters Score -4505290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4505307.500000 Penalty: 12126.678711
	Iteration 45Q: 3 clusters Score -4505308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4505316.500000 Penalty: 12126.678711
	Iteration 46Q: 3 clusters Score -4505316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -4505317.000000 Penalty: 12126.678711
	Iteration 47Q: 3 clusters Score -4505317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -4505334.000000 Penalty: 12126.678711
	Iteration 48Q: 3 clusters Score -4505334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4505341.000000 Penalty: 12126.678711
	Iteration 49Q: 3 clusters Score -4505341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -4505338.000000 Penalty: 12126.678711
	Iteration 50Q: 3 clusters Score -4505338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4505340.000000 Penalty: 12126.678711
	Iteration 51Q: 3 clusters Score -4505340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -4505341.000000 Penalty: 12126.678711
	Iteration 52Q: 3 clusters Score -4505341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -4505347.000000 Penalty: 12126.678711
	Iteration 53Q: 3 clusters Score -4505347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4505356.000000 Penalty: 12126.678711
	Iteration 54Q: 3 clusters Score -4505356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4505347.500000 Penalty: 12126.678711
	Iteration 55Q: 3 clusters Score -4505348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4505346.000000 Penalty: 12126.678711
	Iteration 56Q: 3 clusters Score -4505346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -4505353.500000 Penalty: 12126.678711
	Iteration 57Q: 3 clusters Score -4505354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4505360.000000 Penalty: 12126.678711
	Iteration 58Q: 3 clusters Score -4505360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -4505357.500000 Penalty: 12126.678711
	Iteration 59Q: 3 clusters Score -4505358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -4505358.000000 Penalty: 12126.678711
	Iteration 60F: 3 clusters Score -4505358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4505363.500000 Penalty: 12126.678711
	Iteration 61Q: 3 clusters Score -4505364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4505363.500000 Penalty: 12126.678711
	Iteration 62F: 3 clusters Score -4505364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124926 members 
Entering Unmasked Estep 
Score: -28814258.000000 Penalty: 7187.979492
	Iteration 0F: 2 clusters Score -2.881426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -28732504.000000 Penalty: 14375.958984
	Iteration 0F: 3 clusters Score -2.87325e+07 nChanged 57629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -28764456.000000 Penalty: 14375.958984
	Iteration 1F: 3 clusters Score -2.876446e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -28765946.000000 Penalty: 14375.958984
	Iteration 2Q: 3 clusters Score -2.876595e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -28767630.000000 Penalty: 14375.958984
	Iteration 3Q: 3 clusters Score -2.876763e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -28769646.000000 Penalty: 14375.958984
	Iteration 4Q: 3 clusters Score -2.876965e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -28772622.000000 Penalty: 14375.958984
	Iteration 5Q: 3 clusters Score -2.877262e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 76146 members 
Entering Unmasked Estep 
Score: -28776994.000000 Penalty: 14375.958984
	Iteration 6F: 3 clusters Score -2.877699e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -28782820.000000 Penalty: 14375.958984
	Iteration 7F: 3 clusters Score -2.878282e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -28789118.000000 Penalty: 14375.958984
	Iteration 8F: 3 clusters Score -2.878912e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -28795846.000000 Penalty: 14375.958984
	Iteration 9F: 3 clusters Score -2.879585e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -28801348.000000 Penalty: 14375.958984
	Iteration 10F: 3 clusters Score -2.880135e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -28804524.000000 Penalty: 14375.958984
	Iteration 11Q: 3 clusters Score -2.880452e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 103521 members 
Entering Unmasked Estep 
Score: -28806236.000000 Penalty: 14375.958984
	Iteration 12Q: 3 clusters Score -2.880624e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -28807036.000000 Penalty: 14375.958984
	Iteration 13Q: 3 clusters Score -2.880704e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 106089 members 
Entering Unmasked Estep 
Score: -28807878.000000 Penalty: 14375.958984
	Iteration 14Q: 3 clusters Score -2.880788e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 107106 members 
Entering Unmasked Estep 
Score: -28808304.000000 Penalty: 14375.958984
	Iteration 15Q: 3 clusters Score -2.88083e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 108036 members 
Entering Unmasked Estep 
Score: -28808698.000000 Penalty: 14375.958984
	Iteration 16Q: 3 clusters Score -2.88087e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 108878 members 
Entering Unmasked Estep 
Score: -28809220.000000 Penalty: 14375.958984
	Iteration 17Q: 3 clusters Score -2.880922e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 109632 members 
Entering Unmasked Estep 
Score: -28809710.000000 Penalty: 14375.958984
	Iteration 18Q: 3 clusters Score -2.880971e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 110278 members 
Entering Unmasked Estep 
Score: -28809966.000000 Penalty: 14375.958984
	Iteration 19Q: 3 clusters Score -2.880997e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 110871 members 
Entering Unmasked Estep 
Score: -28810220.000000 Penalty: 14375.958984
	Iteration 20F: 3 clusters Score -2.881022e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 111412 members 
Entering Unmasked Estep 
Score: -28810624.000000 Penalty: 14375.958984
	Iteration 21Q: 3 clusters Score -2.881062e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 111934 members 
Entering Unmasked Estep 
Score: -28811260.000000 Penalty: 14375.958984
	Iteration 22Q: 3 clusters Score -2.881126e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 112482 members 
Entering Unmasked Estep 
Score: -28812196.000000 Penalty: 14375.958984
	Iteration 23Q: 3 clusters Score -2.88122e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 112980 members 
Entering Unmasked Estep 
Score: -28813088.000000 Penalty: 14375.958984
	Iteration 24Q: 3 clusters Score -2.881309e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
Score: -28813496.000000 Penalty: 14375.958984
	Iteration 25Q: 3 clusters Score -2.88135e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 113591 members 
Entering Unmasked Estep 
Score: -28813676.000000 Penalty: 14375.958984
	Iteration 26Q: 3 clusters Score -2.881368e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -28813858.000000 Penalty: 14375.958984
	Iteration 27Q: 3 clusters Score -2.881386e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 113864 members 
Entering Unmasked Estep 
Score: -28813890.000000 Penalty: 14375.958984
	Iteration 28Q: 3 clusters Score -2.881389e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 113949 members 
Entering Unmasked Estep 
Score: -28813894.000000 Penalty: 14375.958984
	Iteration 29Q: 3 clusters Score -2.881389e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 114013 members 
Entering Unmasked Estep 
Score: -28813912.000000 Penalty: 14375.958984
	Iteration 30Q: 3 clusters Score -2.881391e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 114071 members 
Entering Unmasked Estep 
Score: -28813872.000000 Penalty: 14375.958984
	Iteration 31Q: 3 clusters Score -2.881387e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 114110 members 
Entering Unmasked Estep 
Score: -28813878.000000 Penalty: 14375.958984
	Iteration 32Q: 3 clusters Score -2.881388e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 114140 members 
Entering Unmasked Estep 
Score: -28813886.000000 Penalty: 14375.958984
	Iteration 33Q: 3 clusters Score -2.881389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 114160 members 
Entering Unmasked Estep 
Score: -28813884.000000 Penalty: 14375.958984
	Iteration 34Q: 3 clusters Score -2.881388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 114180 members 
Entering Unmasked Estep 
Score: -28813876.000000 Penalty: 14375.958984
	Iteration 35Q: 3 clusters Score -2.881388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -28813884.000000 Penalty: 14375.958984
	Iteration 36Q: 3 clusters Score -2.881388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 114201 members 
Entering Unmasked Estep 
Score: -28813864.000000 Penalty: 14375.958984
	Iteration 37Q: 3 clusters Score -2.881386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 114212 members 
Entering Unmasked Estep 
Score: -28813866.000000 Penalty: 14375.958984
	Iteration 38Q: 3 clusters Score -2.881387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 114224 members 
Entering Unmasked Estep 
Score: -28813878.000000 Penalty: 14375.958984
	Iteration 39Q: 3 clusters Score -2.881388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 114226 members 
Entering Unmasked Estep 
Score: -28813916.000000 Penalty: 14375.958984
	Iteration 40F: 3 clusters Score -2.881392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -28813914.000000 Penalty: 14375.958984
	Iteration 41Q: 3 clusters Score -2.881391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 114235 members 
Entering Unmasked Estep 
Score: -28813902.000000 Penalty: 14375.958984
	Iteration 42Q: 3 clusters Score -2.88139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 114241 members 
Entering Unmasked Estep 
Score: -28813912.000000 Penalty: 14375.958984
	Iteration 43Q: 3 clusters Score -2.881391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -28813908.000000 Penalty: 14375.958984
	Iteration 44Q: 3 clusters Score -2.881391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 114249 members 
Entering Unmasked Estep 
Score: -28813900.000000 Penalty: 14375.958984
	Iteration 45Q: 3 clusters Score -2.88139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 114254 members 
Entering Unmasked Estep 
Score: -28813906.000000 Penalty: 14375.958984
	Iteration 46Q: 3 clusters Score -2.881391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 114256 members 
Entering Unmasked Estep 
Score: -28813920.000000 Penalty: 14375.958984
	Iteration 47Q: 3 clusters Score -2.881392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 114259 members 
Entering Unmasked Estep 
Score: -28813914.000000 Penalty: 14375.958984
	Iteration 48Q: 3 clusters Score -2.881391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 114261 members 
Entering Unmasked Estep 
Score: -28813910.000000 Penalty: 14375.958984
	Iteration 49Q: 3 clusters Score -2.881391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 114261 members 
Entering Unmasked Estep 
Score: -28813910.000000 Penalty: 14375.958984
	Iteration 50F: 3 clusters Score -2.881391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1514395.625000 Penalty: 5382.359375
	Iteration 0F: 2 clusters Score -1514396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1506273.625000 Penalty: 10764.718750
	Iteration 0F: 3 clusters Score -1506274 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1507723.625000 Penalty: 10764.718750
	Iteration 1F: 3 clusters Score -1507724 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1508066.000000 Penalty: 10764.718750
	Iteration 2F: 3 clusters Score -1508066 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1508266.750000 Penalty: 10764.718750
	Iteration 3Q: 3 clusters Score -1508267 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1508373.875000 Penalty: 10764.718750
	Iteration 4Q: 3 clusters Score -1508374 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1508440.500000 Penalty: 10764.718750
	Iteration 5Q: 3 clusters Score -1508440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1508495.375000 Penalty: 10764.718750
	Iteration 6Q: 3 clusters Score -1508495 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1508541.125000 Penalty: 10764.718750
	Iteration 7Q: 3 clusters Score -1508541 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1508572.000000 Penalty: 10764.718750
	Iteration 8Q: 3 clusters Score -1508572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1508599.375000 Penalty: 10764.718750
	Iteration 9Q: 3 clusters Score -1508599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1508612.125000 Penalty: 10764.718750
	Iteration 10Q: 3 clusters Score -1508612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1508628.000000 Penalty: 10764.718750
	Iteration 11Q: 3 clusters Score -1508628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1508644.750000 Penalty: 10764.718750
	Iteration 12Q: 3 clusters Score -1508645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1508654.000000 Penalty: 10764.718750
	Iteration 13Q: 3 clusters Score -1508654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1508662.250000 Penalty: 10764.718750
	Iteration 14Q: 3 clusters Score -1508662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1508666.625000 Penalty: 10764.718750
	Iteration 15Q: 3 clusters Score -1508667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1508671.000000 Penalty: 10764.718750
	Iteration 16Q: 3 clusters Score -1508671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1508676.750000 Penalty: 10764.718750
	Iteration 17Q: 3 clusters Score -1508677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1508677.875000 Penalty: 10764.718750
	Iteration 18Q: 3 clusters Score -1508678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1508679.500000 Penalty: 10764.718750
	Iteration 19Q: 3 clusters Score -1508680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1508681.875000 Penalty: 10764.718750
	Iteration 20F: 3 clusters Score -1508682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1508685.375000 Penalty: 10764.718750
	Iteration 21Q: 3 clusters Score -1508685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1508684.125000 Penalty: 10764.718750
	Iteration 22Q: 3 clusters Score -1508684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1508686.500000 Penalty: 10764.718750
	Iteration 23Q: 3 clusters Score -1508686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1508690.625000 Penalty: 10764.718750
	Iteration 24Q: 3 clusters Score -1508691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1508690.000000 Penalty: 10764.718750
	Iteration 25Q: 3 clusters Score -1508690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1508690.000000 Penalty: 10764.718750
	Iteration 26F: 3 clusters Score -1508690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Entering Unmasked Estep 
Score: -3954445.000000 Penalty: 5977.835938
	Iteration 0F: 2 clusters Score -3954445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3939620.500000 Penalty: 11955.671875
	Iteration 0F: 3 clusters Score -3939620 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3943370.250000 Penalty: 11955.671875
	Iteration 1F: 3 clusters Score -3943370 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3943958.500000 Penalty: 11955.671875
	Iteration 2F: 3 clusters Score -3943958 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -3944388.000000 Penalty: 11955.671875
	Iteration 3Q: 3 clusters Score -3944388 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3944682.250000 Penalty: 11955.671875
	Iteration 4Q: 3 clusters Score -3944682 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3944952.750000 Penalty: 11955.671875
	Iteration 5Q: 3 clusters Score -3944953 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3945232.750000 Penalty: 11955.671875
	Iteration 6Q: 3 clusters Score -3945233 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3945471.500000 Penalty: 11955.671875
	Iteration 7Q: 3 clusters Score -3945472 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3945681.750000 Penalty: 11955.671875
	Iteration 8Q: 3 clusters Score -3945682 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3945904.000000 Penalty: 11955.671875
	Iteration 9Q: 3 clusters Score -3945904 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3946113.500000 Penalty: 11955.671875
	Iteration 10Q: 3 clusters Score -3946114 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3946356.250000 Penalty: 11955.671875
	Iteration 11Q: 3 clusters Score -3946356 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3946653.000000 Penalty: 11955.671875
	Iteration 12Q: 3 clusters Score -3946653 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3947053.750000 Penalty: 11955.671875
	Iteration 13Q: 3 clusters Score -3947054 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3947684.750000 Penalty: 11955.671875
	Iteration 14Q: 3 clusters Score -3947685 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3948850.250000 Penalty: 11955.671875
	Iteration 15Q: 3 clusters Score -3948850 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3950312.500000 Penalty: 11955.671875
	Iteration 16F: 3 clusters Score -3950312 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3951402.500000 Penalty: 11955.671875
	Iteration 17F: 3 clusters Score -3951402 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3952115.500000 Penalty: 11955.671875
	Iteration 18Q: 3 clusters Score -3952116 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3952670.000000 Penalty: 11955.671875
	Iteration 19Q: 3 clusters Score -3952670 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3953014.000000 Penalty: 11955.671875
	Iteration 20F: 3 clusters Score -3953014 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3953198.000000 Penalty: 11955.671875
	Iteration 21Q: 3 clusters Score -3953198 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3953299.250000 Penalty: 11955.671875
	Iteration 22Q: 3 clusters Score -3953299 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3953356.250000 Penalty: 11955.671875
	Iteration 23Q: 3 clusters Score -3953356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3953388.000000 Penalty: 11955.671875
	Iteration 24Q: 3 clusters Score -3953388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3953416.250000 Penalty: 11955.671875
	Iteration 25Q: 3 clusters Score -3953416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3953431.500000 Penalty: 11955.671875
	Iteration 26Q: 3 clusters Score -3953432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3953435.250000 Penalty: 11955.671875
	Iteration 27Q: 3 clusters Score -3953435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3953457.000000 Penalty: 11955.671875
	Iteration 28Q: 3 clusters Score -3953457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3953455.500000 Penalty: 11955.671875
	Iteration 29Q: 3 clusters Score -3953456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3953460.500000 Penalty: 11955.671875
	Iteration 30Q: 3 clusters Score -3953460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3953466.000000 Penalty: 11955.671875
	Iteration 31Q: 3 clusters Score -3953466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3953469.000000 Penalty: 11955.671875
	Iteration 32Q: 3 clusters Score -3953469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3953462.000000 Penalty: 11955.671875
	Iteration 33Q: 3 clusters Score -3953462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3953463.250000 Penalty: 11955.671875
	Iteration 34Q: 3 clusters Score -3953463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3953465.250000 Penalty: 11955.671875
	Iteration 35Q: 3 clusters Score -3953465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3953467.000000 Penalty: 11955.671875
	Iteration 36Q: 3 clusters Score -3953467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3953466.000000 Penalty: 11955.671875
	Iteration 37Q: 3 clusters Score -3953466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3953466.750000 Penalty: 11955.671875
	Iteration 38Q: 3 clusters Score -3953467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3953468.000000 Penalty: 11955.671875
	Iteration 39Q: 3 clusters Score -3953468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3953469.250000 Penalty: 11955.671875
	Iteration 40F: 3 clusters Score -3953469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3953469.000000 Penalty: 11955.671875
	Iteration 41Q: 3 clusters Score -3953469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3953470.500000 Penalty: 11955.671875
	Iteration 42Q: 3 clusters Score -3953470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3953470.500000 Penalty: 11955.671875
	Iteration 43Q: 3 clusters Score -3953470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3953473.500000 Penalty: 11955.671875
	Iteration 44Q: 3 clusters Score -3953474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3953471.500000 Penalty: 11955.671875
	Iteration 45Q: 3 clusters Score -3953472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3953475.750000 Penalty: 11955.671875
	Iteration 46Q: 3 clusters Score -3953476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3953481.250000 Penalty: 11955.671875
	Iteration 47Q: 3 clusters Score -3953481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3953487.250000 Penalty: 11955.671875
	Iteration 48Q: 3 clusters Score -3953487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3953498.750000 Penalty: 11955.671875
	Iteration 49Q: 3 clusters Score -3953499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3953494.500000 Penalty: 11955.671875
	Iteration 50Q: 3 clusters Score -3953494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3953498.000000 Penalty: 11955.671875
	Iteration 51Q: 3 clusters Score -3953498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -3953497.250000 Penalty: 11955.671875
	Iteration 52Q: 3 clusters Score -3953497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3953501.500000 Penalty: 11955.671875
	Iteration 53Q: 3 clusters Score -3953502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3953502.750000 Penalty: 11955.671875
	Iteration 54Q: 3 clusters Score -3953503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3953509.500000 Penalty: 11955.671875
	Iteration 55Q: 3 clusters Score -3953510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3953517.250000 Penalty: 11955.671875
	Iteration 56Q: 3 clusters Score -3953517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3953511.000000 Penalty: 11955.671875
	Iteration 57Q: 3 clusters Score -3953511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3953507.250000 Penalty: 11955.671875
	Iteration 58Q: 3 clusters Score -3953507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3953509.250000 Penalty: 11955.671875
	Iteration 59Q: 3 clusters Score -3953509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3953511.000000 Penalty: 11955.671875
	Iteration 60F: 3 clusters Score -3953511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3953512.250000 Penalty: 11955.671875
	Iteration 61Q: 3 clusters Score -3953512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3953512.250000 Penalty: 11955.671875
	Iteration 62F: 3 clusters Score -3953512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Entering Unmasked Estep 
Score: -4771598.500000 Penalty: 6108.699219
	Iteration 0F: 2 clusters Score -4771598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -4754222.000000 Penalty: 12217.398438
	Iteration 0F: 3 clusters Score -4754222 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4758875.000000 Penalty: 12217.398438
	Iteration 1F: 3 clusters Score -4758875 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4759516.500000 Penalty: 12217.398438
	Iteration 2F: 3 clusters Score -4759516 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -4759995.000000 Penalty: 12217.398438
	Iteration 3Q: 3 clusters Score -4759995 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -4760432.000000 Penalty: 12217.398438
	Iteration 4Q: 3 clusters Score -4760432 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -4760959.500000 Penalty: 12217.398438
	Iteration 5Q: 3 clusters Score -4760960 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -4761716.500000 Penalty: 12217.398438
	Iteration 6Q: 3 clusters Score -4761716 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -4762662.000000 Penalty: 12217.398438
	Iteration 7F: 3 clusters Score -4762662 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4763618.000000 Penalty: 12217.398438
	Iteration 8F: 3 clusters Score -4763618 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -4764579.000000 Penalty: 12217.398438
	Iteration 9F: 3 clusters Score -4764579 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -4765356.000000 Penalty: 12217.398438
	Iteration 10F: 3 clusters Score -4765356 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -4765983.000000 Penalty: 12217.398438
	Iteration 11Q: 3 clusters Score -4765983 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4766429.500000 Penalty: 12217.398438
	Iteration 12Q: 3 clusters Score -4766430 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4766689.000000 Penalty: 12217.398438
	Iteration 13Q: 3 clusters Score -4766689 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -4766885.500000 Penalty: 12217.398438
	Iteration 14Q: 3 clusters Score -4766886 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -4767017.000000 Penalty: 12217.398438
	Iteration 15Q: 3 clusters Score -4767017 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -4767134.500000 Penalty: 12217.398438
	Iteration 16Q: 3 clusters Score -4767134 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -4767218.500000 Penalty: 12217.398438
	Iteration 17Q: 3 clusters Score -4767218 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -4767294.500000 Penalty: 12217.398438
	Iteration 18Q: 3 clusters Score -4767294 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -4767337.000000 Penalty: 12217.398438
	Iteration 19Q: 3 clusters Score -4767337 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -4767382.000000 Penalty: 12217.398438
	Iteration 20F: 3 clusters Score -4767382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -4767415.000000 Penalty: 12217.398438
	Iteration 21Q: 3 clusters Score -4767415 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4767463.500000 Penalty: 12217.398438
	Iteration 22Q: 3 clusters Score -4767464 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -4767480.500000 Penalty: 12217.398438
	Iteration 23Q: 3 clusters Score -4767480 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -4767496.500000 Penalty: 12217.398438
	Iteration 24Q: 3 clusters Score -4767496 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -4767518.000000 Penalty: 12217.398438
	Iteration 25Q: 3 clusters Score -4767518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -4767545.000000 Penalty: 12217.398438
	Iteration 26Q: 3 clusters Score -4767545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -4767552.500000 Penalty: 12217.398438
	Iteration 27Q: 3 clusters Score -4767552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -4767562.500000 Penalty: 12217.398438
	Iteration 28Q: 3 clusters Score -4767562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -4767588.500000 Penalty: 12217.398438
	Iteration 29Q: 3 clusters Score -4767588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -4767590.500000 Penalty: 12217.398438
	Iteration 30Q: 3 clusters Score -4767590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -4767601.000000 Penalty: 12217.398438
	Iteration 31Q: 3 clusters Score -4767601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -4767612.000000 Penalty: 12217.398438
	Iteration 32Q: 3 clusters Score -4767612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -4767603.500000 Penalty: 12217.398438
	Iteration 33Q: 3 clusters Score -4767604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -4767615.500000 Penalty: 12217.398438
	Iteration 34Q: 3 clusters Score -4767616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -4767623.500000 Penalty: 12217.398438
	Iteration 35Q: 3 clusters Score -4767624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -4767625.500000 Penalty: 12217.398438
	Iteration 36Q: 3 clusters Score -4767626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -4767622.500000 Penalty: 12217.398438
	Iteration 37Q: 3 clusters Score -4767622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -4767633.500000 Penalty: 12217.398438
	Iteration 38Q: 3 clusters Score -4767634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -4767636.500000 Penalty: 12217.398438
	Iteration 39Q: 3 clusters Score -4767636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -4767644.000000 Penalty: 12217.398438
	Iteration 40F: 3 clusters Score -4767644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -4767644.000000 Penalty: 12217.398438
	Iteration 41Q: 3 clusters Score -4767644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -4767645.500000 Penalty: 12217.398438
	Iteration 42Q: 3 clusters Score -4767646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -4767647.000000 Penalty: 12217.398438
	Iteration 43Q: 3 clusters Score -4767647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -4767651.500000 Penalty: 12217.398438
	Iteration 44Q: 3 clusters Score -4767652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -4767649.500000 Penalty: 12217.398438
	Iteration 45Q: 3 clusters Score -4767650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -4767645.500000 Penalty: 12217.398438
	Iteration 46Q: 3 clusters Score -4767646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4767643.000000 Penalty: 12217.398438
	Iteration 47Q: 3 clusters Score -4767643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4767645.500000 Penalty: 12217.398438
	Iteration 48Q: 3 clusters Score -4767646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4767644.000000 Penalty: 12217.398438
	Iteration 49Q: 3 clusters Score -4767644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4767643.500000 Penalty: 12217.398438
	Iteration 50Q: 3 clusters Score -4767644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4767641.000000 Penalty: 12217.398438
	Iteration 51Q: 3 clusters Score -4767641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4767641.000000 Penalty: 12217.398438
	Iteration 52Q: 3 clusters Score -4767641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4767640.500000 Penalty: 12217.398438
	Iteration 53Q: 3 clusters Score -4767640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4767642.500000 Penalty: 12217.398438
	Iteration 54Q: 3 clusters Score -4767642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4767637.500000 Penalty: 12217.398438
	Iteration 55Q: 3 clusters Score -4767638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -4767635.500000 Penalty: 12217.398438
	Iteration 56Q: 3 clusters Score -4767636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4767639.000000 Penalty: 12217.398438
	Iteration 57Q: 3 clusters Score -4767639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4767639.000000 Penalty: 12217.398438
	Iteration 58F: 3 clusters Score -4767639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -251929.890625 Penalty: 4327.165039
	Iteration 0F: 2 clusters Score -251929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -247778.546875 Penalty: 8654.330078
	Iteration 0F: 3 clusters Score -247778.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -248270.984375 Penalty: 8654.330078
	Iteration 1F: 3 clusters Score -248271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -248555.109375 Penalty: 8654.330078
	Iteration 2F: 3 clusters Score -248555.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -248698.437500 Penalty: 8654.330078
	Iteration 3Q: 3 clusters Score -248698.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -248800.578125 Penalty: 8654.330078
	Iteration 4Q: 3 clusters Score -248800.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -248874.343750 Penalty: 8654.330078
	Iteration 5Q: 3 clusters Score -248874.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -248925.609375 Penalty: 8654.330078
	Iteration 6Q: 3 clusters Score -248925.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -248981.375000 Penalty: 8654.330078
	Iteration 7Q: 3 clusters Score -248981.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -249011.531250 Penalty: 8654.330078
	Iteration 8Q: 3 clusters Score -249011.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -249045.062500 Penalty: 8654.330078
	Iteration 9Q: 3 clusters Score -249045.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -249104.031250 Penalty: 8654.330078
	Iteration 10Q: 3 clusters Score -249104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -249153.562500 Penalty: 8654.330078
	Iteration 11Q: 3 clusters Score -249153.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -249201.843750 Penalty: 8654.330078
	Iteration 12Q: 3 clusters Score -249201.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -249234.687500 Penalty: 8654.330078
	Iteration 13Q: 3 clusters Score -249234.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -249253.109375 Penalty: 8654.330078
	Iteration 14Q: 3 clusters Score -249253.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -249276.046875 Penalty: 8654.330078
	Iteration 15Q: 3 clusters Score -249276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -249292.296875 Penalty: 8654.330078
	Iteration 16Q: 3 clusters Score -249292.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -249315.281250 Penalty: 8654.330078
	Iteration 17Q: 3 clusters Score -249315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -249324.187500 Penalty: 8654.330078
	Iteration 18Q: 3 clusters Score -249324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -249330.250000 Penalty: 8654.330078
	Iteration 19Q: 3 clusters Score -249330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -249339.046875 Penalty: 8654.330078
	Iteration 20F: 3 clusters Score -249339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -249343.625000 Penalty: 8654.330078
	Iteration 21Q: 3 clusters Score -249343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -249352.859375 Penalty: 8654.330078
	Iteration 22Q: 3 clusters Score -249352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -249358.109375 Penalty: 8654.330078
	Iteration 23Q: 3 clusters Score -249358.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -249358.109375 Penalty: 8654.330078
	Iteration 24F: 3 clusters Score -249358.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Entering Unmasked Estep 
Score: -14666002.000000 Penalty: 6779.530273
	Iteration 0F: 2 clusters Score -1.4666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -14621183.000000 Penalty: 13559.060547
	Iteration 0F: 3 clusters Score -1.462118e+07 nChanged 28648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -14636400.000000 Penalty: 13559.060547
	Iteration 1F: 3 clusters Score -1.46364e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -14637353.000000 Penalty: 13559.060547
	Iteration 2Q: 3 clusters Score -1.463735e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -14638119.000000 Penalty: 13559.060547
	Iteration 3Q: 3 clusters Score -1.463812e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -14638750.000000 Penalty: 13559.060547
	Iteration 4Q: 3 clusters Score -1.463875e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -14639144.000000 Penalty: 13559.060547
	Iteration 5Q: 3 clusters Score -1.463914e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -14639474.000000 Penalty: 13559.060547
	Iteration 6Q: 3 clusters Score -1.463947e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -14639826.000000 Penalty: 13559.060547
	Iteration 7Q: 3 clusters Score -1.463983e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -14640140.000000 Penalty: 13559.060547
	Iteration 8Q: 3 clusters Score -1.464014e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -14640554.000000 Penalty: 13559.060547
	Iteration 9Q: 3 clusters Score -1.464055e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -14640847.000000 Penalty: 13559.060547
	Iteration 10Q: 3 clusters Score -1.464085e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -14641236.000000 Penalty: 13559.060547
	Iteration 11Q: 3 clusters Score -1.464124e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -14641663.000000 Penalty: 13559.060547
	Iteration 12Q: 3 clusters Score -1.464166e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -14642321.000000 Penalty: 13559.060547
	Iteration 13Q: 3 clusters Score -1.464232e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -14642971.000000 Penalty: 13559.060547
	Iteration 14Q: 3 clusters Score -1.464297e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -14643830.000000 Penalty: 13559.060547
	Iteration 15Q: 3 clusters Score -1.464383e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -14645058.000000 Penalty: 13559.060547
	Iteration 16Q: 3 clusters Score -1.464506e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -14646796.000000 Penalty: 13559.060547
	Iteration 17Q: 3 clusters Score -1.46468e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -14648998.000000 Penalty: 13559.060547
	Iteration 18F: 3 clusters Score -1.4649e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -14651570.000000 Penalty: 13559.060547
	Iteration 19F: 3 clusters Score -1.465157e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -14654125.000000 Penalty: 13559.060547
	Iteration 20F: 3 clusters Score -1.465412e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -14656345.000000 Penalty: 13559.060547
	Iteration 21Q: 3 clusters Score -1.465634e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -14657974.000000 Penalty: 13559.060547
	Iteration 22Q: 3 clusters Score -1.465797e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -14658812.000000 Penalty: 13559.060547
	Iteration 23Q: 3 clusters Score -1.465881e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -14659249.000000 Penalty: 13559.060547
	Iteration 24Q: 3 clusters Score -1.465925e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -14659525.000000 Penalty: 13559.060547
	Iteration 25Q: 3 clusters Score -1.465952e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -14659671.000000 Penalty: 13559.060547
	Iteration 26Q: 3 clusters Score -1.465967e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -14659803.000000 Penalty: 13559.060547
	Iteration 27Q: 3 clusters Score -1.46598e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -14659831.000000 Penalty: 13559.060547
	Iteration 28Q: 3 clusters Score -1.465983e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 63157 members 
Entering Unmasked Estep 
Score: -14659891.000000 Penalty: 13559.060547
	Iteration 29Q: 3 clusters Score -1.465989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -14659924.000000 Penalty: 13559.060547
	Iteration 30Q: 3 clusters Score -1.465992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -14659961.000000 Penalty: 13559.060547
	Iteration 31Q: 3 clusters Score -1.465996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -14659973.000000 Penalty: 13559.060547
	Iteration 32Q: 3 clusters Score -1.465997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -14659974.000000 Penalty: 13559.060547
	Iteration 33Q: 3 clusters Score -1.465997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -14659987.000000 Penalty: 13559.060547
	Iteration 34Q: 3 clusters Score -1.465999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -14660016.000000 Penalty: 13559.060547
	Iteration 35Q: 3 clusters Score -1.466002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -14660019.000000 Penalty: 13559.060547
	Iteration 36Q: 3 clusters Score -1.466002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -14660023.000000 Penalty: 13559.060547
	Iteration 37Q: 3 clusters Score -1.466002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -14660020.000000 Penalty: 13559.060547
	Iteration 38Q: 3 clusters Score -1.466002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -14660026.000000 Penalty: 13559.060547
	Iteration 39Q: 3 clusters Score -1.466003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -14660036.000000 Penalty: 13559.060547
	Iteration 40F: 3 clusters Score -1.466004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -14660037.000000 Penalty: 13559.060547
	Iteration 41Q: 3 clusters Score -1.466004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -14660052.000000 Penalty: 13559.060547
	Iteration 42Q: 3 clusters Score -1.466005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -14660048.000000 Penalty: 13559.060547
	Iteration 43Q: 3 clusters Score -1.466005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -14660055.000000 Penalty: 13559.060547
	Iteration 44Q: 3 clusters Score -1.466006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -14660071.000000 Penalty: 13559.060547
	Iteration 45Q: 3 clusters Score -1.466007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -14660063.000000 Penalty: 13559.060547
	Iteration 46Q: 3 clusters Score -1.466006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -14660064.000000 Penalty: 13559.060547
	Iteration 47Q: 3 clusters Score -1.466006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -14660067.000000 Penalty: 13559.060547
	Iteration 48Q: 3 clusters Score -1.466007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -14660075.000000 Penalty: 13559.060547
	Iteration 49Q: 3 clusters Score -1.466008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -14660063.000000 Penalty: 13559.060547
	Iteration 50Q: 3 clusters Score -1.466006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -14660066.000000 Penalty: 13559.060547
	Iteration 51Q: 3 clusters Score -1.466007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -14660064.000000 Penalty: 13559.060547
	Iteration 52Q: 3 clusters Score -1.466006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -14660064.000000 Penalty: 13559.060547
	Iteration 53F: 3 clusters Score -1.466006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (115711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115711 members 
Entering Unmasked Estep 
Score: -26303656.000000 Penalty: 7141.045898
	Iteration 0F: 2 clusters Score -2.630366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -26224942.000000 Penalty: 14282.091797
	Iteration 0F: 3 clusters Score -2.622494e+07 nChanged 53478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -26254642.000000 Penalty: 14282.091797
	Iteration 1F: 3 clusters Score -2.625464e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -26255724.000000 Penalty: 14282.091797
	Iteration 2Q: 3 clusters Score -2.625572e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -26256662.000000 Penalty: 14282.091797
	Iteration 3Q: 3 clusters Score -2.625666e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -26257548.000000 Penalty: 14282.091797
	Iteration 4Q: 3 clusters Score -2.625755e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -26258332.000000 Penalty: 14282.091797
	Iteration 5Q: 3 clusters Score -2.625833e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -26259170.000000 Penalty: 14282.091797
	Iteration 6Q: 3 clusters Score -2.625917e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -26260456.000000 Penalty: 14282.091797
	Iteration 7Q: 3 clusters Score -2.626046e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -26262148.000000 Penalty: 14282.091797
	Iteration 8Q: 3 clusters Score -2.626215e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -26264832.000000 Penalty: 14282.091797
	Iteration 9Q: 3 clusters Score -2.626483e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 82461 members 
Entering Unmasked Estep 
Score: -26269018.000000 Penalty: 14282.091797
	Iteration 10F: 3 clusters Score -2.626902e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -26275024.000000 Penalty: 14282.091797
	Iteration 11F: 3 clusters Score -2.627502e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 98890 members 
Entering Unmasked Estep 
Score: -26282244.000000 Penalty: 14282.091797
	Iteration 12F: 3 clusters Score -2.628224e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 106112 members 
Entering Unmasked Estep 
Score: -26288810.000000 Penalty: 14282.091797
	Iteration 13F: 3 clusters Score -2.628881e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 110959 members 
Entering Unmasked Estep 
Score: -26293404.000000 Penalty: 14282.091797
	Iteration 14Q: 3 clusters Score -2.62934e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 113390 members 
Entering Unmasked Estep 
Score: -26295710.000000 Penalty: 14282.091797
	Iteration 15Q: 3 clusters Score -2.629571e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 114363 members 
Entering Unmasked Estep 
Score: -26296570.000000 Penalty: 14282.091797
	Iteration 16Q: 3 clusters Score -2.629657e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 114702 members 
Entering Unmasked Estep 
Score: -26296906.000000 Penalty: 14282.091797
	Iteration 17Q: 3 clusters Score -2.629691e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 114859 members 
Entering Unmasked Estep 
Score: -26297088.000000 Penalty: 14282.091797
	Iteration 18Q: 3 clusters Score -2.629709e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -26297172.000000 Penalty: 14282.091797
	Iteration 19Q: 3 clusters Score -2.629717e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 114988 members 
Entering Unmasked Estep 
Score: -26297238.000000 Penalty: 14282.091797
	Iteration 20F: 3 clusters Score -2.629724e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 115023 members 
Entering Unmasked Estep 
Score: -26297308.000000 Penalty: 14282.091797
	Iteration 21Q: 3 clusters Score -2.629731e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -26297342.000000 Penalty: 14282.091797
	Iteration 22Q: 3 clusters Score -2.629734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 115077 members 
Entering Unmasked Estep 
Score: -26297360.000000 Penalty: 14282.091797
	Iteration 23Q: 3 clusters Score -2.629736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 115092 members 
Entering Unmasked Estep 
Score: -26297412.000000 Penalty: 14282.091797
	Iteration 24Q: 3 clusters Score -2.629741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 115103 members 
Entering Unmasked Estep 
Score: -26297414.000000 Penalty: 14282.091797
	Iteration 25Q: 3 clusters Score -2.629741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -26297424.000000 Penalty: 14282.091797
	Iteration 26Q: 3 clusters Score -2.629742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 115117 members 
Entering Unmasked Estep 
Score: -26297428.000000 Penalty: 14282.091797
	Iteration 27Q: 3 clusters Score -2.629743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 115120 members 
Entering Unmasked Estep 
Score: -26297440.000000 Penalty: 14282.091797
	Iteration 28Q: 3 clusters Score -2.629744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 115122 members 
Entering Unmasked Estep 
Score: -26297444.000000 Penalty: 14282.091797
	Iteration 29Q: 3 clusters Score -2.629744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 115127 members 
Entering Unmasked Estep 
Score: -26297446.000000 Penalty: 14282.091797
	Iteration 30Q: 3 clusters Score -2.629745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 115129 members 
Entering Unmasked Estep 
Score: -26297436.000000 Penalty: 14282.091797
	Iteration 31Q: 3 clusters Score -2.629744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 115128 members 
Entering Unmasked Estep 
Score: -26297446.000000 Penalty: 14282.091797
	Iteration 32Q: 3 clusters Score -2.629745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 115128 members 
Entering Unmasked Estep 
Score: -26297446.000000 Penalty: 14282.091797
	Iteration 33F: 3 clusters Score -2.629745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Entering Unmasked Estep 
Score: -3991528.250000 Penalty: 5980.341797
	Iteration 0F: 2 clusters Score -3991528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3976750.000000 Penalty: 11960.683594
	Iteration 0F: 3 clusters Score -3976750 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -3980488.250000 Penalty: 11960.683594
	Iteration 1F: 3 clusters Score -3980488 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3981026.500000 Penalty: 11960.683594
	Iteration 2F: 3 clusters Score -3981026 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3981384.250000 Penalty: 11960.683594
	Iteration 3Q: 3 clusters Score -3981384 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3981617.250000 Penalty: 11960.683594
	Iteration 4Q: 3 clusters Score -3981617 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3981767.250000 Penalty: 11960.683594
	Iteration 5Q: 3 clusters Score -3981767 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3981880.750000 Penalty: 11960.683594
	Iteration 6Q: 3 clusters Score -3981881 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3981957.500000 Penalty: 11960.683594
	Iteration 7Q: 3 clusters Score -3981958 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3982048.250000 Penalty: 11960.683594
	Iteration 8Q: 3 clusters Score -3982048 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3982098.000000 Penalty: 11960.683594
	Iteration 9Q: 3 clusters Score -3982098 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3982158.750000 Penalty: 11960.683594
	Iteration 10Q: 3 clusters Score -3982159 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3982201.750000 Penalty: 11960.683594
	Iteration 11Q: 3 clusters Score -3982202 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3982244.750000 Penalty: 11960.683594
	Iteration 12Q: 3 clusters Score -3982245 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3982285.000000 Penalty: 11960.683594
	Iteration 13Q: 3 clusters Score -3982285 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3982302.000000 Penalty: 11960.683594
	Iteration 14Q: 3 clusters Score -3982302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3982313.500000 Penalty: 11960.683594
	Iteration 15Q: 3 clusters Score -3982314 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -3982337.500000 Penalty: 11960.683594
	Iteration 16Q: 3 clusters Score -3982338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3982353.000000 Penalty: 11960.683594
	Iteration 17Q: 3 clusters Score -3982353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3982380.250000 Penalty: 11960.683594
	Iteration 18Q: 3 clusters Score -3982380 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3982394.750000 Penalty: 11960.683594
	Iteration 19Q: 3 clusters Score -3982395 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3982420.500000 Penalty: 11960.683594
	Iteration 20F: 3 clusters Score -3982420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3982422.750000 Penalty: 11960.683594
	Iteration 21Q: 3 clusters Score -3982423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3982440.750000 Penalty: 11960.683594
	Iteration 22Q: 3 clusters Score -3982441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3982446.750000 Penalty: 11960.683594
	Iteration 23Q: 3 clusters Score -3982447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3982457.000000 Penalty: 11960.683594
	Iteration 24Q: 3 clusters Score -3982457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3982456.750000 Penalty: 11960.683594
	Iteration 25Q: 3 clusters Score -3982457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3982461.250000 Penalty: 11960.683594
	Iteration 26Q: 3 clusters Score -3982461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3982468.250000 Penalty: 11960.683594
	Iteration 27Q: 3 clusters Score -3982468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3982483.500000 Penalty: 11960.683594
	Iteration 28Q: 3 clusters Score -3982484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3982505.250000 Penalty: 11960.683594
	Iteration 29Q: 3 clusters Score -3982505 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -3982499.500000 Penalty: 11960.683594
	Iteration 30Q: 3 clusters Score -3982500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3982504.750000 Penalty: 11960.683594
	Iteration 31Q: 3 clusters Score -3982505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3982518.500000 Penalty: 11960.683594
	Iteration 32Q: 3 clusters Score -3982518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3982529.750000 Penalty: 11960.683594
	Iteration 33Q: 3 clusters Score -3982530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3982541.250000 Penalty: 11960.683594
	Iteration 34Q: 3 clusters Score -3982541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3982552.750000 Penalty: 11960.683594
	Iteration 35Q: 3 clusters Score -3982553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3982559.750000 Penalty: 11960.683594
	Iteration 36Q: 3 clusters Score -3982560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3982564.500000 Penalty: 11960.683594
	Iteration 37Q: 3 clusters Score -3982564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3982564.500000 Penalty: 11960.683594
	Iteration 38Q: 3 clusters Score -3982564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3982564.000000 Penalty: 11960.683594
	Iteration 39Q: 3 clusters Score -3982564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -3982578.500000 Penalty: 11960.683594
	Iteration 40F: 3 clusters Score -3982578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3982582.500000 Penalty: 11960.683594
	Iteration 41Q: 3 clusters Score -3982582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3982575.500000 Penalty: 11960.683594
	Iteration 42Q: 3 clusters Score -3982576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3982586.000000 Penalty: 11960.683594
	Iteration 43Q: 3 clusters Score -3982586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3982589.750000 Penalty: 11960.683594
	Iteration 44Q: 3 clusters Score -3982590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3982596.750000 Penalty: 11960.683594
	Iteration 45Q: 3 clusters Score -3982597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -3982585.750000 Penalty: 11960.683594
	Iteration 46Q: 3 clusters Score -3982586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3982593.500000 Penalty: 11960.683594
	Iteration 47Q: 3 clusters Score -3982594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3982599.750000 Penalty: 11960.683594
	Iteration 48Q: 3 clusters Score -3982600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3982603.500000 Penalty: 11960.683594
	Iteration 49Q: 3 clusters Score -3982604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3982608.250000 Penalty: 11960.683594
	Iteration 50Q: 3 clusters Score -3982608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3982610.250000 Penalty: 11960.683594
	Iteration 51Q: 3 clusters Score -3982610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3982603.000000 Penalty: 11960.683594
	Iteration 52Q: 3 clusters Score -3982603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3982607.000000 Penalty: 11960.683594
	Iteration 53Q: 3 clusters Score -3982607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -3982603.250000 Penalty: 11960.683594
	Iteration 54Q: 3 clusters Score -3982603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3982604.500000 Penalty: 11960.683594
	Iteration 55Q: 3 clusters Score -3982604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3982599.500000 Penalty: 11960.683594
	Iteration 56Q: 3 clusters Score -3982600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3982603.250000 Penalty: 11960.683594
	Iteration 57Q: 3 clusters Score -3982603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3982606.750000 Penalty: 11960.683594
	Iteration 58Q: 3 clusters Score -3982607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3982609.750000 Penalty: 11960.683594
	Iteration 59Q: 3 clusters Score -3982610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3982606.000000 Penalty: 11960.683594
	Iteration 60F: 3 clusters Score -3982606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3982606.250000 Penalty: 11960.683594
	Iteration 61Q: 3 clusters Score -3982606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3982612.000000 Penalty: 11960.683594
	Iteration 62Q: 3 clusters Score -3982612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3982617.500000 Penalty: 11960.683594
	Iteration 63Q: 3 clusters Score -3982618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3982614.500000 Penalty: 11960.683594
	Iteration 64Q: 3 clusters Score -3982614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3982617.000000 Penalty: 11960.683594
	Iteration 65Q: 3 clusters Score -3982617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3982619.000000 Penalty: 11960.683594
	Iteration 66Q: 3 clusters Score -3982619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3982621.000000 Penalty: 11960.683594
	Iteration 67Q: 3 clusters Score -3982621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3982624.500000 Penalty: 11960.683594
	Iteration 68Q: 3 clusters Score -3982624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3982624.250000 Penalty: 11960.683594
	Iteration 69Q: 3 clusters Score -3982624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3982630.000000 Penalty: 11960.683594
	Iteration 70Q: 3 clusters Score -3982630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3982630.750000 Penalty: 11960.683594
	Iteration 71Q: 3 clusters Score -3982631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3982635.250000 Penalty: 11960.683594
	Iteration 72Q: 3 clusters Score -3982635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3982632.500000 Penalty: 11960.683594
	Iteration 73Q: 3 clusters Score -3982632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3982634.000000 Penalty: 11960.683594
	Iteration 74Q: 3 clusters Score -3982634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3982630.750000 Penalty: 11960.683594
	Iteration 75Q: 3 clusters Score -3982631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3982632.250000 Penalty: 11960.683594
	Iteration 76Q: 3 clusters Score -3982632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3982636.250000 Penalty: 11960.683594
	Iteration 77Q: 3 clusters Score -3982636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3982640.000000 Penalty: 11960.683594
	Iteration 78Q: 3 clusters Score -3982640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3982637.000000 Penalty: 11960.683594
	Iteration 79Q: 3 clusters Score -3982637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3982640.250000 Penalty: 11960.683594
	Iteration 80F: 3 clusters Score -3982640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3982641.500000 Penalty: 11960.683594
	Iteration 81Q: 3 clusters Score -3982642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3982647.750000 Penalty: 11960.683594
	Iteration 82Q: 3 clusters Score -3982648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3982647.250000 Penalty: 11960.683594
	Iteration 83Q: 3 clusters Score -3982647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3982650.000000 Penalty: 11960.683594
	Iteration 84Q: 3 clusters Score -3982650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3982648.750000 Penalty: 11960.683594
	Iteration 85Q: 3 clusters Score -3982649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3982649.750000 Penalty: 11960.683594
	Iteration 86Q: 3 clusters Score -3982650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3982651.250000 Penalty: 11960.683594
	Iteration 87Q: 3 clusters Score -3982651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3982667.500000 Penalty: 11960.683594
	Iteration 88Q: 3 clusters Score -3982668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3982661.500000 Penalty: 11960.683594
	Iteration 89Q: 3 clusters Score -3982662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3982660.000000 Penalty: 11960.683594
	Iteration 90Q: 3 clusters Score -3982660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3982663.000000 Penalty: 11960.683594
	Iteration 91Q: 3 clusters Score -3982663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3982666.500000 Penalty: 11960.683594
	Iteration 92Q: 3 clusters Score -3982666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3982678.500000 Penalty: 11960.683594
	Iteration 93Q: 3 clusters Score -3982678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3982676.250000 Penalty: 11960.683594
	Iteration 94Q: 3 clusters Score -3982676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3982674.250000 Penalty: 11960.683594
	Iteration 95Q: 3 clusters Score -3982674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3982671.250000 Penalty: 11960.683594
	Iteration 96Q: 3 clusters Score -3982671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3982675.500000 Penalty: 11960.683594
	Iteration 97Q: 3 clusters Score -3982676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3982692.500000 Penalty: 11960.683594
	Iteration 98Q: 3 clusters Score -3982692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3982694.750000 Penalty: 11960.683594
	Iteration 99Q: 3 clusters Score -3982695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3982715.000000 Penalty: 11960.683594
	Iteration 100F: 3 clusters Score -3982715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3982708.500000 Penalty: 11960.683594
	Iteration 101Q: 3 clusters Score -3982708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3982713.000000 Penalty: 11960.683594
	Iteration 102Q: 3 clusters Score -3982713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3982714.500000 Penalty: 11960.683594
	Iteration 103Q: 3 clusters Score -3982714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3982733.750000 Penalty: 11960.683594
	Iteration 104Q: 3 clusters Score -3982734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3982731.250000 Penalty: 11960.683594
	Iteration 105Q: 3 clusters Score -3982731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3982735.250000 Penalty: 11960.683594
	Iteration 106Q: 3 clusters Score -3982735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3982738.000000 Penalty: 11960.683594
	Iteration 107Q: 3 clusters Score -3982738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3982738.750000 Penalty: 11960.683594
	Iteration 108Q: 3 clusters Score -3982739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3982757.000000 Penalty: 11960.683594
	Iteration 109Q: 3 clusters Score -3982757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3982752.000000 Penalty: 11960.683594
	Iteration 110Q: 3 clusters Score -3982752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3982752.250000 Penalty: 11960.683594
	Iteration 111Q: 3 clusters Score -3982752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3982742.750000 Penalty: 11960.683594
	Iteration 112Q: 3 clusters Score -3982743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3982753.750000 Penalty: 11960.683594
	Iteration 113Q: 3 clusters Score -3982754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3982755.750000 Penalty: 11960.683594
	Iteration 114Q: 3 clusters Score -3982756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3982753.500000 Penalty: 11960.683594
	Iteration 115Q: 3 clusters Score -3982754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3982750.500000 Penalty: 11960.683594
	Iteration 116Q: 3 clusters Score -3982750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3982762.500000 Penalty: 11960.683594
	Iteration 117Q: 3 clusters Score -3982762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3982764.250000 Penalty: 11960.683594
	Iteration 118Q: 3 clusters Score -3982764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3982769.250000 Penalty: 11960.683594
	Iteration 119Q: 3 clusters Score -3982769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3982782.750000 Penalty: 11960.683594
	Iteration 120F: 3 clusters Score -3982783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3982785.750000 Penalty: 11960.683594
	Iteration 121Q: 3 clusters Score -3982786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3982798.000000 Penalty: 11960.683594
	Iteration 122Q: 3 clusters Score -3982798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3982794.500000 Penalty: 11960.683594
	Iteration 123Q: 3 clusters Score -3982794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3982808.250000 Penalty: 11960.683594
	Iteration 124Q: 3 clusters Score -3982808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3982824.250000 Penalty: 11960.683594
	Iteration 125Q: 3 clusters Score -3982824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -3982835.000000 Penalty: 11960.683594
	Iteration 126Q: 3 clusters Score -3982835 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3982846.000000 Penalty: 11960.683594
	Iteration 127Q: 3 clusters Score -3982846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3982857.000000 Penalty: 11960.683594
	Iteration 128Q: 3 clusters Score -3982857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3982864.250000 Penalty: 11960.683594
	Iteration 129Q: 3 clusters Score -3982864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3982878.250000 Penalty: 11960.683594
	Iteration 130Q: 3 clusters Score -3982878 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3982892.500000 Penalty: 11960.683594
	Iteration 131Q: 3 clusters Score -3982892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3982897.750000 Penalty: 11960.683594
	Iteration 132Q: 3 clusters Score -3982898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3982916.500000 Penalty: 11960.683594
	Iteration 133Q: 3 clusters Score -3982916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3982929.750000 Penalty: 11960.683594
	Iteration 134Q: 3 clusters Score -3982930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3982944.250000 Penalty: 11960.683594
	Iteration 135Q: 3 clusters Score -3982944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3982980.500000 Penalty: 11960.683594
	Iteration 136Q: 3 clusters Score -3982980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3982993.250000 Penalty: 11960.683594
	Iteration 137Q: 3 clusters Score -3982993 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3983006.250000 Penalty: 11960.683594
	Iteration 138Q: 3 clusters Score -3983006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3983028.750000 Penalty: 11960.683594
	Iteration 139Q: 3 clusters Score -3983029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3983051.000000 Penalty: 11960.683594
	Iteration 140F: 3 clusters Score -3983051 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3983086.250000 Penalty: 11960.683594
	Iteration 141Q: 3 clusters Score -3983086 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3983103.250000 Penalty: 11960.683594
	Iteration 142Q: 3 clusters Score -3983103 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3983131.000000 Penalty: 11960.683594
	Iteration 143Q: 3 clusters Score -3983131 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3983165.000000 Penalty: 11960.683594
	Iteration 144Q: 3 clusters Score -3983165 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3983203.000000 Penalty: 11960.683594
	Iteration 145Q: 3 clusters Score -3983203 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3983248.000000 Penalty: 11960.683594
	Iteration 146Q: 3 clusters Score -3983248 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3983328.250000 Penalty: 11960.683594
	Iteration 147Q: 3 clusters Score -3983328 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3983382.250000 Penalty: 11960.683594
	Iteration 148Q: 3 clusters Score -3983382 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3983471.500000 Penalty: 11960.683594
	Iteration 149Q: 3 clusters Score -3983472 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3983571.000000 Penalty: 11960.683594
	Iteration 150Q: 3 clusters Score -3983571 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3983688.750000 Penalty: 11960.683594
	Iteration 151Q: 3 clusters Score -3983689 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3983802.750000 Penalty: 11960.683594
	Iteration 152Q: 3 clusters Score -3983803 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3983959.500000 Penalty: 11960.683594
	Iteration 153Q: 3 clusters Score -3983960 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3984144.250000 Penalty: 11960.683594
	Iteration 154Q: 3 clusters Score -3984144 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3984296.500000 Penalty: 11960.683594
	Iteration 155Q: 3 clusters Score -3984296 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3984499.250000 Penalty: 11960.683594
	Iteration 156Q: 3 clusters Score -3984499 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3984709.250000 Penalty: 11960.683594
	Iteration 157Q: 3 clusters Score -3984709 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3984919.250000 Penalty: 11960.683594
	Iteration 158Q: 3 clusters Score -3984919 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3985099.500000 Penalty: 11960.683594
	Iteration 159Q: 3 clusters Score -3985100 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3985268.750000 Penalty: 11960.683594
	Iteration 160F: 3 clusters Score -3985269 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3985422.750000 Penalty: 11960.683594
	Iteration 161Q: 3 clusters Score -3985423 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3985557.500000 Penalty: 11960.683594
	Iteration 162Q: 3 clusters Score -3985558 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3985710.500000 Penalty: 11960.683594
	Iteration 163Q: 3 clusters Score -3985710 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3985818.500000 Penalty: 11960.683594
	Iteration 164Q: 3 clusters Score -3985818 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3985895.000000 Penalty: 11960.683594
	Iteration 165Q: 3 clusters Score -3985895 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3985971.500000 Penalty: 11960.683594
	Iteration 166Q: 3 clusters Score -3985972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3986026.500000 Penalty: 11960.683594
	Iteration 167Q: 3 clusters Score -3986026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3986076.000000 Penalty: 11960.683594
	Iteration 168Q: 3 clusters Score -3986076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3986128.750000 Penalty: 11960.683594
	Iteration 169Q: 3 clusters Score -3986129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3986162.750000 Penalty: 11960.683594
	Iteration 170Q: 3 clusters Score -3986163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3986189.250000 Penalty: 11960.683594
	Iteration 171Q: 3 clusters Score -3986189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3986210.750000 Penalty: 11960.683594
	Iteration 172Q: 3 clusters Score -3986211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3986211.750000 Penalty: 11960.683594
	Iteration 173Q: 3 clusters Score -3986212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3986222.000000 Penalty: 11960.683594
	Iteration 174Q: 3 clusters Score -3986222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3986230.000000 Penalty: 11960.683594
	Iteration 175Q: 3 clusters Score -3986230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3986238.500000 Penalty: 11960.683594
	Iteration 176Q: 3 clusters Score -3986238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3986245.250000 Penalty: 11960.683594
	Iteration 177Q: 3 clusters Score -3986245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3986248.000000 Penalty: 11960.683594
	Iteration 178Q: 3 clusters Score -3986248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3986257.000000 Penalty: 11960.683594
	Iteration 179Q: 3 clusters Score -3986257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3986258.250000 Penalty: 11960.683594
	Iteration 180F: 3 clusters Score -3986258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3986261.000000 Penalty: 11960.683594
	Iteration 181Q: 3 clusters Score -3986261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3986256.500000 Penalty: 11960.683594
	Iteration 182Q: 3 clusters Score -3986256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3986255.500000 Penalty: 11960.683594
	Iteration 183Q: 3 clusters Score -3986256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3986257.000000 Penalty: 11960.683594
	Iteration 184Q: 3 clusters Score -3986257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3986257.000000 Penalty: 11960.683594
	Iteration 185F: 3 clusters Score -3986257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (54401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Entering Unmasked Estep 
Score: -12347973.000000 Penalty: 6678.784180
	Iteration 0F: 2 clusters Score -1.234797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -12309686.000000 Penalty: 13357.568359
	Iteration 0F: 3 clusters Score -1.230969e+07 nChanged 23956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -12322435.000000 Penalty: 13357.568359
	Iteration 1F: 3 clusters Score -1.232244e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -12323382.000000 Penalty: 13357.568359
	Iteration 2F: 3 clusters Score -1.232338e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -12324202.000000 Penalty: 13357.568359
	Iteration 3Q: 3 clusters Score -1.23242e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -12324950.000000 Penalty: 13357.568359
	Iteration 4Q: 3 clusters Score -1.232495e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -12325816.000000 Penalty: 13357.568359
	Iteration 5Q: 3 clusters Score -1.232582e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -12326801.000000 Penalty: 13357.568359
	Iteration 6Q: 3 clusters Score -1.23268e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -12327903.000000 Penalty: 13357.568359
	Iteration 7Q: 3 clusters Score -1.23279e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -12329012.000000 Penalty: 13357.568359
	Iteration 8Q: 3 clusters Score -1.232901e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -12330423.000000 Penalty: 13357.568359
	Iteration 9Q: 3 clusters Score -1.233042e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -12331986.000000 Penalty: 13357.568359
	Iteration 10Q: 3 clusters Score -1.233199e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -12333486.000000 Penalty: 13357.568359
	Iteration 11Q: 3 clusters Score -1.233349e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -12335090.000000 Penalty: 13357.568359
	Iteration 12Q: 3 clusters Score -1.233509e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -12336628.000000 Penalty: 13357.568359
	Iteration 13Q: 3 clusters Score -1.233663e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -12337986.000000 Penalty: 13357.568359
	Iteration 14Q: 3 clusters Score -1.233799e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -12339193.000000 Penalty: 13357.568359
	Iteration 15Q: 3 clusters Score -1.233919e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -12340061.000000 Penalty: 13357.568359
	Iteration 16Q: 3 clusters Score -1.234006e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -12340737.000000 Penalty: 13357.568359
	Iteration 17Q: 3 clusters Score -1.234074e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -12341182.000000 Penalty: 13357.568359
	Iteration 18Q: 3 clusters Score -1.234118e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -12341498.000000 Penalty: 13357.568359
	Iteration 19Q: 3 clusters Score -1.23415e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -12341697.000000 Penalty: 13357.568359
	Iteration 20F: 3 clusters Score -1.23417e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -12341867.000000 Penalty: 13357.568359
	Iteration 21Q: 3 clusters Score -1.234187e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12341951.000000 Penalty: 13357.568359
	Iteration 22Q: 3 clusters Score -1.234195e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12342029.000000 Penalty: 13357.568359
	Iteration 23Q: 3 clusters Score -1.234203e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12342056.000000 Penalty: 13357.568359
	Iteration 24Q: 3 clusters Score -1.234206e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -12342085.000000 Penalty: 13357.568359
	Iteration 25Q: 3 clusters Score -1.234208e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -12342120.000000 Penalty: 13357.568359
	Iteration 26Q: 3 clusters Score -1.234212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12342146.000000 Penalty: 13357.568359
	Iteration 27Q: 3 clusters Score -1.234215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -12342155.000000 Penalty: 13357.568359
	Iteration 28Q: 3 clusters Score -1.234216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12342187.000000 Penalty: 13357.568359
	Iteration 29Q: 3 clusters Score -1.234219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12342170.000000 Penalty: 13357.568359
	Iteration 30Q: 3 clusters Score -1.234217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12342178.000000 Penalty: 13357.568359
	Iteration 31Q: 3 clusters Score -1.234218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12342206.000000 Penalty: 13357.568359
	Iteration 32Q: 3 clusters Score -1.234221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12342216.000000 Penalty: 13357.568359
	Iteration 33Q: 3 clusters Score -1.234222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12342232.000000 Penalty: 13357.568359
	Iteration 34Q: 3 clusters Score -1.234223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12342230.000000 Penalty: 13357.568359
	Iteration 35Q: 3 clusters Score -1.234223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12342236.000000 Penalty: 13357.568359
	Iteration 36Q: 3 clusters Score -1.234224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12342232.000000 Penalty: 13357.568359
	Iteration 37Q: 3 clusters Score -1.234223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12342234.000000 Penalty: 13357.568359
	Iteration 38Q: 3 clusters Score -1.234223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12342247.000000 Penalty: 13357.568359
	Iteration 39Q: 3 clusters Score -1.234225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12342251.000000 Penalty: 13357.568359
	Iteration 40F: 3 clusters Score -1.234225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12342262.000000 Penalty: 13357.568359
	Iteration 41Q: 3 clusters Score -1.234226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12342262.000000 Penalty: 13357.568359
	Iteration 42F: 3 clusters Score -1.234226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98683 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7605 members 
Mstep: Class 5 contains 62721 members 
Mstep: Class 6 contains 15684 members 
Mstep: Class 7 contains 10030 members 
Mstep: Class 8 contains 79683 members 
Mstep: Class 9 contains 43146 members 
Mstep: Class 10 contains 96026 members 
Mstep: Class 11 contains 31156 members 
Mstep: Class 12 contains 93641 members 
Mstep: Class 13 contains 53393 members 
Mstep: Class 14 contains 149670 members 
Mstep: Class 15 contains 16288 members 
Mstep: Class 16 contains 19917 members 
Mstep: Class 17 contains 124926 members 
Mstep: Class 18 contains 6552 members 
Mstep: Class 19 contains 17322 members 
Mstep: Class 20 contains 21448 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64127 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17393 members 
Mstep: Class 25 contains 54401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272443136.000000 Penalty: 223145.312500
Iteration 79Q: 27 clusters Score -2.724431e+08 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98900 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7620 members 
Mstep: Class 5 contains 62823 members 
Mstep: Class 6 contains 15689 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 78714 members 
Mstep: Class 9 contains 43103 members 
Mstep: Class 10 contains 96224 members 
Mstep: Class 11 contains 31779 members 
Mstep: Class 12 contains 94001 members 
Mstep: Class 13 contains 53476 members 
Mstep: Class 14 contains 149663 members 
Mstep: Class 15 contains 16283 members 
Mstep: Class 16 contains 19941 members 
Mstep: Class 17 contains 124898 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 17321 members 
Mstep: Class 20 contains 21517 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64139 members 
Mstep: Class 23 contains 115696 members 
Mstep: Class 24 contains 17390 members 
Mstep: Class 25 contains 54423 members 
Mstep: Class 26 contains 13856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272445664.000000 Penalty: 223145.312500
Iteration 80F: 27 clusters Score -2.724457e+08 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99040 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7637 members 
Mstep: Class 5 contains 62732 members 
Mstep: Class 6 contains 15687 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 8 contains 77928 members 
Mstep: Class 9 contains 43074 members 
Mstep: Class 10 contains 96578 members 
Mstep: Class 11 contains 32156 members 
Mstep: Class 12 contains 93219 members 
Mstep: Class 13 contains 53527 members 
Mstep: Class 14 contains 149675 members 
Mstep: Class 15 contains 16215 members 
Mstep: Class 16 contains 19961 members 
Mstep: Class 17 contains 124910 members 
Mstep: Class 18 contains 6550 members 
Mstep: Class 19 contains 17325 members 
Mstep: Class 20 contains 21298 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64125 members 
Mstep: Class 23 contains 115696 members 
Mstep: Class 24 contains 17390 members 
Mstep: Class 25 contains 54455 members 
Mstep: Class 26 contains 14855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446528.000000 Penalty: 223145.312500
Iteration 81Q: 27 clusters Score -2.724465e+08 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99176 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 62692 members 
Mstep: Class 6 contains 15686 members 
Mstep: Class 7 contains 9976 members 
Mstep: Class 8 contains 77327 members 
Mstep: Class 9 contains 43035 members 
Mstep: Class 10 contains 96906 members 
Mstep: Class 11 contains 32468 members 
Mstep: Class 12 contains 92565 members 
Mstep: Class 13 contains 53573 members 
Mstep: Class 14 contains 149704 members 
Mstep: Class 15 contains 16171 members 
Mstep: Class 16 contains 19974 members 
Mstep: Class 17 contains 124912 members 
Mstep: Class 18 contains 6549 members 
Mstep: Class 19 contains 17330 members 
Mstep: Class 20 contains 21133 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64111 members 
Mstep: Class 23 contains 115692 members 
Mstep: Class 24 contains 17391 members 
Mstep: Class 25 contains 54486 members 
Mstep: Class 26 contains 15521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272446624.000000 Penalty: 223145.312500
Iteration 82Q: 27 clusters Score -2.724466e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99295 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7690 members 
Mstep: Class 5 contains 62659 members 
Mstep: Class 6 contains 15683 members 
Mstep: Class 7 contains 9967 members 
Mstep: Class 8 contains 76831 members 
Mstep: Class 9 contains 43008 members 
Mstep: Class 10 contains 97176 members 
Mstep: Class 11 contains 32702 members 
Mstep: Class 12 contains 92027 members 
Mstep: Class 13 contains 53617 members 
Mstep: Class 14 contains 149725 members 
Mstep: Class 15 contains 16157 members 
Mstep: Class 16 contains 19986 members 
Mstep: Class 17 contains 124914 members 
Mstep: Class 18 contains 6549 members 
Mstep: Class 19 contains 17333 members 
Mstep: Class 20 contains 21004 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64100 members 
Mstep: Class 23 contains 115695 members 
Mstep: Class 24 contains 17389 members 
Mstep: Class 25 contains 54513 members 
Mstep: Class 26 contains 16021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447200.000000 Penalty: 223145.312500
Iteration 83Q: 27 clusters Score -2.724472e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99393 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7714 members 
Mstep: Class 5 contains 62648 members 
Mstep: Class 6 contains 15682 members 
Mstep: Class 7 contains 9970 members 
Mstep: Class 8 contains 76399 members 
Mstep: Class 9 contains 42983 members 
Mstep: Class 10 contains 97427 members 
Mstep: Class 11 contains 32888 members 
Mstep: Class 12 contains 91592 members 
Mstep: Class 13 contains 53632 members 
Mstep: Class 14 contains 149752 members 
Mstep: Class 15 contains 16131 members 
Mstep: Class 16 contains 20011 members 
Mstep: Class 17 contains 124922 members 
Mstep: Class 18 contains 6550 members 
Mstep: Class 19 contains 17334 members 
Mstep: Class 20 contains 20899 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64094 members 
Mstep: Class 23 contains 115703 members 
Mstep: Class 24 contains 17390 members 
Mstep: Class 25 contains 54524 members 
Mstep: Class 26 contains 16403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447168.000000 Penalty: 223145.312500
Iteration 84Q: 27 clusters Score -2.724472e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99491 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 62628 members 
Mstep: Class 6 contains 15677 members 
Mstep: Class 7 contains 9960 members 
Mstep: Class 8 contains 76070 members 
Mstep: Class 9 contains 42977 members 
Mstep: Class 10 contains 97601 members 
Mstep: Class 11 contains 33038 members 
Mstep: Class 12 contains 91285 members 
Mstep: Class 13 contains 53660 members 
Mstep: Class 14 contains 149769 members 
Mstep: Class 15 contains 16104 members 
Mstep: Class 16 contains 20020 members 
Mstep: Class 17 contains 124922 members 
Mstep: Class 18 contains 6548 members 
Mstep: Class 19 contains 17338 members 
Mstep: Class 20 contains 20800 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64092 members 
Mstep: Class 23 contains 115704 members 
Mstep: Class 24 contains 17392 members 
Mstep: Class 25 contains 54537 members 
Mstep: Class 26 contains 16683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447040.000000 Penalty: 223145.312500
Iteration 85Q: 27 clusters Score -2.72447e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99548 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7759 members 
Mstep: Class 5 contains 62615 members 
Mstep: Class 6 contains 15673 members 
Mstep: Class 7 contains 9946 members 
Mstep: Class 8 contains 75810 members 
Mstep: Class 9 contains 42963 members 
Mstep: Class 10 contains 97732 members 
Mstep: Class 11 contains 33163 members 
Mstep: Class 12 contains 91051 members 
Mstep: Class 13 contains 53673 members 
Mstep: Class 14 contains 149785 members 
Mstep: Class 15 contains 16093 members 
Mstep: Class 16 contains 20030 members 
Mstep: Class 17 contains 124930 members 
Mstep: Class 18 contains 6546 members 
Mstep: Class 19 contains 17340 members 
Mstep: Class 20 contains 20727 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64092 members 
Mstep: Class 23 contains 115703 members 
Mstep: Class 24 contains 17390 members 
Mstep: Class 25 contains 54552 members 
Mstep: Class 26 contains 16920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447456.000000 Penalty: 223145.312500
Iteration 86Q: 27 clusters Score -2.724475e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99598 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7755 members 
Mstep: Class 5 contains 62618 members 
Mstep: Class 6 contains 15672 members 
Mstep: Class 7 contains 9940 members 
Mstep: Class 8 contains 75602 members 
Mstep: Class 9 contains 42932 members 
Mstep: Class 10 contains 97847 members 
Mstep: Class 11 contains 33257 members 
Mstep: Class 12 contains 90912 members 
Mstep: Class 13 contains 53670 members 
Mstep: Class 14 contains 149798 members 
Mstep: Class 15 contains 16090 members 
Mstep: Class 16 contains 20044 members 
Mstep: Class 17 contains 124934 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 20654 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64091 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17386 members 
Mstep: Class 25 contains 54564 members 
Mstep: Class 26 contains 17078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447264.000000 Penalty: 223145.312500
Iteration 87Q: 27 clusters Score -2.724473e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99634 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 62628 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 8 contains 75404 members 
Mstep: Class 9 contains 42915 members 
Mstep: Class 10 contains 97950 members 
Mstep: Class 11 contains 33335 members 
Mstep: Class 12 contains 90796 members 
Mstep: Class 13 contains 53690 members 
Mstep: Class 14 contains 149801 members 
Mstep: Class 15 contains 16087 members 
Mstep: Class 16 contains 20057 members 
Mstep: Class 17 contains 124934 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20593 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64088 members 
Mstep: Class 23 contains 115719 members 
Mstep: Class 24 contains 17383 members 
Mstep: Class 25 contains 54577 members 
Mstep: Class 26 contains 17195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447520.000000 Penalty: 223145.312500
Iteration 88Q: 27 clusters Score -2.724475e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99675 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7783 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15667 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 8 contains 75220 members 
Mstep: Class 9 contains 42895 members 
Mstep: Class 10 contains 98052 members 
Mstep: Class 11 contains 33395 members 
Mstep: Class 12 contains 90711 members 
Mstep: Class 13 contains 53699 members 
Mstep: Class 14 contains 149802 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 20073 members 
Mstep: Class 17 contains 124945 members 
Mstep: Class 18 contains 6546 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 20541 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64084 members 
Mstep: Class 23 contains 115717 members 
Mstep: Class 24 contains 17379 members 
Mstep: Class 25 contains 54594 members 
Mstep: Class 26 contains 17284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447232.000000 Penalty: 223145.312500
Iteration 89Q: 27 clusters Score -2.724472e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99698 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 7795 members 
Mstep: Class 5 contains 62639 members 
Mstep: Class 6 contains 15661 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 8 contains 75087 members 
Mstep: Class 9 contains 42877 members 
Mstep: Class 10 contains 98130 members 
Mstep: Class 11 contains 33440 members 
Mstep: Class 12 contains 90663 members 
Mstep: Class 13 contains 53697 members 
Mstep: Class 14 contains 149811 members 
Mstep: Class 15 contains 16090 members 
Mstep: Class 16 contains 20089 members 
Mstep: Class 17 contains 124951 members 
Mstep: Class 18 contains 6546 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20491 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64080 members 
Mstep: Class 23 contains 115719 members 
Mstep: Class 24 contains 17375 members 
Mstep: Class 25 contains 54609 members 
Mstep: Class 26 contains 17332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447584.000000 Penalty: 223145.312500
Iteration 90Q: 27 clusters Score -2.724476e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99704 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7805 members 
Mstep: Class 5 contains 62651 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 8 contains 74967 members 
Mstep: Class 9 contains 42844 members 
Mstep: Class 10 contains 98200 members 
Mstep: Class 11 contains 33472 members 
Mstep: Class 12 contains 90634 members 
Mstep: Class 13 contains 53708 members 
Mstep: Class 14 contains 149824 members 
Mstep: Class 15 contains 16082 members 
Mstep: Class 16 contains 20100 members 
Mstep: Class 17 contains 124960 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 20460 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64082 members 
Mstep: Class 23 contains 115714 members 
Mstep: Class 24 contains 17373 members 
Mstep: Class 25 contains 54616 members 
Mstep: Class 26 contains 17368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447232.000000 Penalty: 223145.312500
Iteration 91Q: 27 clusters Score -2.724472e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99717 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7824 members 
Mstep: Class 5 contains 62656 members 
Mstep: Class 6 contains 15663 members 
Mstep: Class 7 contains 9921 members 
Mstep: Class 8 contains 74851 members 
Mstep: Class 9 contains 42823 members 
Mstep: Class 10 contains 98280 members 
Mstep: Class 11 contains 33495 members 
Mstep: Class 12 contains 90607 members 
Mstep: Class 13 contains 53712 members 
Mstep: Class 14 contains 149837 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 20105 members 
Mstep: Class 17 contains 124960 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 20437 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64080 members 
Mstep: Class 23 contains 115716 members 
Mstep: Class 24 contains 17371 members 
Mstep: Class 25 contains 54626 members 
Mstep: Class 26 contains 17398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447296.000000 Penalty: 223145.312500
Iteration 92Q: 27 clusters Score -2.724473e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99715 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7838 members 
Mstep: Class 5 contains 62659 members 
Mstep: Class 6 contains 15664 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 8 contains 74754 members 
Mstep: Class 9 contains 42809 members 
Mstep: Class 10 contains 98334 members 
Mstep: Class 11 contains 33524 members 
Mstep: Class 12 contains 90584 members 
Mstep: Class 13 contains 53711 members 
Mstep: Class 14 contains 149845 members 
Mstep: Class 15 contains 16051 members 
Mstep: Class 16 contains 20106 members 
Mstep: Class 17 contains 124968 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 20427 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64080 members 
Mstep: Class 23 contains 115714 members 
Mstep: Class 24 contains 17371 members 
Mstep: Class 25 contains 54643 members 
Mstep: Class 26 contains 17427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447200.000000 Penalty: 223145.312500
Iteration 93Q: 27 clusters Score -2.724472e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99722 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7844 members 
Mstep: Class 5 contains 62666 members 
Mstep: Class 6 contains 15664 members 
Mstep: Class 7 contains 9921 members 
Mstep: Class 8 contains 74659 members 
Mstep: Class 9 contains 42808 members 
Mstep: Class 10 contains 98382 members 
Mstep: Class 11 contains 33546 members 
Mstep: Class 12 contains 90568 members 
Mstep: Class 13 contains 53708 members 
Mstep: Class 14 contains 149854 members 
Mstep: Class 15 contains 16042 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 124966 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 20416 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64079 members 
Mstep: Class 23 contains 115716 members 
Mstep: Class 24 contains 17371 members 
Mstep: Class 25 contains 54653 members 
Mstep: Class 26 contains 17449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447520.000000 Penalty: 223145.312500
Iteration 94Q: 27 clusters Score -2.724475e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99734 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 62666 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9921 members 
Mstep: Class 8 contains 74568 members 
Mstep: Class 9 contains 42794 members 
Mstep: Class 10 contains 98442 members 
Mstep: Class 11 contains 33563 members 
Mstep: Class 12 contains 90556 members 
Mstep: Class 13 contains 53711 members 
Mstep: Class 14 contains 149861 members 
Mstep: Class 15 contains 16040 members 
Mstep: Class 16 contains 20117 members 
Mstep: Class 17 contains 124970 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 20404 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64075 members 
Mstep: Class 23 contains 115713 members 
Mstep: Class 24 contains 17371 members 
Mstep: Class 25 contains 54663 members 
Mstep: Class 26 contains 17460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447296.000000 Penalty: 223145.312500
Iteration 95Q: 27 clusters Score -2.724473e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99744 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 62659 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9918 members 
Mstep: Class 8 contains 74468 members 
Mstep: Class 9 contains 42774 members 
Mstep: Class 10 contains 98506 members 
Mstep: Class 11 contains 33573 members 
Mstep: Class 12 contains 90548 members 
Mstep: Class 13 contains 53719 members 
Mstep: Class 14 contains 149868 members 
Mstep: Class 15 contains 16041 members 
Mstep: Class 16 contains 20124 members 
Mstep: Class 17 contains 124974 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 20392 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64075 members 
Mstep: Class 23 contains 115718 members 
Mstep: Class 24 contains 17371 members 
Mstep: Class 25 contains 54669 members 
Mstep: Class 26 contains 17477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447168.000000 Penalty: 223145.312500
Iteration 96Q: 27 clusters Score -2.724472e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99751 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 62656 members 
Mstep: Class 6 contains 15663 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 74378 members 
Mstep: Class 9 contains 42771 members 
Mstep: Class 10 contains 98574 members 
Mstep: Class 11 contains 33583 members 
Mstep: Class 12 contains 90534 members 
Mstep: Class 13 contains 53720 members 
Mstep: Class 14 contains 149876 members 
Mstep: Class 15 contains 16042 members 
Mstep: Class 16 contains 20132 members 
Mstep: Class 17 contains 124976 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17351 members 
Mstep: Class 20 contains 20384 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64072 members 
Mstep: Class 23 contains 115716 members 
Mstep: Class 24 contains 17370 members 
Mstep: Class 25 contains 54675 members 
Mstep: Class 26 contains 17494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447104.000000 Penalty: 223145.312500
Iteration 97Q: 27 clusters Score -2.724471e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99766 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7879 members 
Mstep: Class 5 contains 62655 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 74279 members 
Mstep: Class 9 contains 42771 members 
Mstep: Class 10 contains 98633 members 
Mstep: Class 11 contains 33597 members 
Mstep: Class 12 contains 90521 members 
Mstep: Class 13 contains 53727 members 
Mstep: Class 14 contains 149881 members 
Mstep: Class 15 contains 16035 members 
Mstep: Class 16 contains 20135 members 
Mstep: Class 17 contains 124980 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 20375 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64072 members 
Mstep: Class 23 contains 115715 members 
Mstep: Class 24 contains 17370 members 
Mstep: Class 25 contains 54684 members 
Mstep: Class 26 contains 17505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447360.000000 Penalty: 223145.312500
Iteration 98Q: 27 clusters Score -2.724474e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99778 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7880 members 
Mstep: Class 5 contains 62657 members 
Mstep: Class 6 contains 15660 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 74194 members 
Mstep: Class 9 contains 42755 members 
Mstep: Class 10 contains 98687 members 
Mstep: Class 11 contains 33607 members 
Mstep: Class 12 contains 90508 members 
Mstep: Class 13 contains 53728 members 
Mstep: Class 14 contains 149883 members 
Mstep: Class 15 contains 16036 members 
Mstep: Class 16 contains 20142 members 
Mstep: Class 17 contains 124985 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 20375 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64075 members 
Mstep: Class 23 contains 115723 members 
Mstep: Class 24 contains 17369 members 
Mstep: Class 25 contains 54690 members 
Mstep: Class 26 contains 17515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447360.000000 Penalty: 223145.312500
Iteration 99Q: 27 clusters Score -2.724474e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99790 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7880 members 
Mstep: Class 5 contains 62658 members 
Mstep: Class 6 contains 15659 members 
Mstep: Class 7 contains 9896 members 
Mstep: Class 8 contains 74117 members 
Mstep: Class 9 contains 42749 members 
Mstep: Class 10 contains 98739 members 
Mstep: Class 11 contains 33616 members 
Mstep: Class 12 contains 90495 members 
Mstep: Class 13 contains 53726 members 
Mstep: Class 14 contains 149885 members 
Mstep: Class 15 contains 16041 members 
Mstep: Class 16 contains 20144 members 
Mstep: Class 17 contains 124987 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 20371 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64079 members 
Mstep: Class 23 contains 115723 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 54693 members 
Mstep: Class 26 contains 17531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447328.000000 Penalty: 223145.312500
Iteration 100F: 27 clusters Score -2.724473e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99795 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7880 members 
Mstep: Class 5 contains 62660 members 
Mstep: Class 6 contains 15658 members 
Mstep: Class 7 contains 9895 members 
Mstep: Class 8 contains 74053 members 
Mstep: Class 9 contains 42740 members 
Mstep: Class 10 contains 98777 members 
Mstep: Class 11 contains 33623 members 
Mstep: Class 12 contains 90491 members 
Mstep: Class 13 contains 53734 members 
Mstep: Class 14 contains 149884 members 
Mstep: Class 15 contains 16043 members 
Mstep: Class 16 contains 20149 members 
Mstep: Class 17 contains 124996 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 20364 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64079 members 
Mstep: Class 23 contains 115721 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 54697 members 
Mstep: Class 26 contains 17540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447456.000000 Penalty: 223145.312500
Iteration 101Q: 27 clusters Score -2.724475e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99804 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 62660 members 
Mstep: Class 6 contains 15658 members 
Mstep: Class 7 contains 9892 members 
Mstep: Class 8 contains 74005 members 
Mstep: Class 9 contains 42736 members 
Mstep: Class 10 contains 98810 members 
Mstep: Class 11 contains 33633 members 
Mstep: Class 12 contains 90484 members 
Mstep: Class 13 contains 53732 members 
Mstep: Class 14 contains 149886 members 
Mstep: Class 15 contains 16044 members 
Mstep: Class 16 contains 20150 members 
Mstep: Class 17 contains 125000 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 20357 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64077 members 
Mstep: Class 23 contains 115721 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 54698 members 
Mstep: Class 26 contains 17551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447392.000000 Penalty: 223145.312500
Iteration 102Q: 27 clusters Score -2.724474e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99807 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7884 members 
Mstep: Class 5 contains 62656 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 9891 members 
Mstep: Class 8 contains 73947 members 
Mstep: Class 9 contains 42727 members 
Mstep: Class 10 contains 98854 members 
Mstep: Class 11 contains 33636 members 
Mstep: Class 12 contains 90479 members 
Mstep: Class 13 contains 53730 members 
Mstep: Class 14 contains 149889 members 
Mstep: Class 15 contains 16048 members 
Mstep: Class 16 contains 20152 members 
Mstep: Class 17 contains 125001 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 20357 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64078 members 
Mstep: Class 23 contains 115724 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 54700 members 
Mstep: Class 26 contains 17563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447712.000000 Penalty: 223145.312500
Iteration 103Q: 27 clusters Score -2.724477e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99818 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7883 members 
Mstep: Class 5 contains 62661 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 9890 members 
Mstep: Class 8 contains 73913 members 
Mstep: Class 9 contains 42716 members 
Mstep: Class 10 contains 98878 members 
Mstep: Class 11 contains 33643 members 
Mstep: Class 12 contains 90471 members 
Mstep: Class 13 contains 53731 members 
Mstep: Class 14 contains 149889 members 
Mstep: Class 15 contains 16049 members 
Mstep: Class 16 contains 20152 members 
Mstep: Class 17 contains 125008 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 20355 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64078 members 
Mstep: Class 23 contains 115717 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 54701 members 
Mstep: Class 26 contains 17570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447552.000000 Penalty: 223145.312500
Iteration 104Q: 27 clusters Score -2.724476e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99826 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 62659 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 9888 members 
Mstep: Class 8 contains 73888 members 
Mstep: Class 9 contains 42715 members 
Mstep: Class 10 contains 98897 members 
Mstep: Class 11 contains 33648 members 
Mstep: Class 12 contains 90466 members 
Mstep: Class 13 contains 53731 members 
Mstep: Class 14 contains 149890 members 
Mstep: Class 15 contains 16047 members 
Mstep: Class 16 contains 20153 members 
Mstep: Class 17 contains 125007 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 20352 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64076 members 
Mstep: Class 23 contains 115717 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 54704 members 
Mstep: Class 26 contains 17577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447456.000000 Penalty: 223145.312500
Iteration 105Q: 27 clusters Score -2.724475e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99831 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7882 members 
Mstep: Class 5 contains 62654 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9887 members 
Mstep: Class 8 contains 73859 members 
Mstep: Class 9 contains 42717 members 
Mstep: Class 10 contains 98910 members 
Mstep: Class 11 contains 33655 members 
Mstep: Class 12 contains 90459 members 
Mstep: Class 13 contains 53733 members 
Mstep: Class 14 contains 149890 members 
Mstep: Class 15 contains 16048 members 
Mstep: Class 16 contains 20154 members 
Mstep: Class 17 contains 125006 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 20351 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64074 members 
Mstep: Class 23 contains 115717 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 54707 members 
Mstep: Class 26 contains 17589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447584.000000 Penalty: 223145.312500
Iteration 106Q: 27 clusters Score -2.724476e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99835 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 62651 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9886 members 
Mstep: Class 8 contains 73832 members 
Mstep: Class 9 contains 42718 members 
Mstep: Class 10 contains 98932 members 
Mstep: Class 11 contains 33661 members 
Mstep: Class 12 contains 90452 members 
Mstep: Class 13 contains 53736 members 
Mstep: Class 14 contains 149889 members 
Mstep: Class 15 contains 16046 members 
Mstep: Class 16 contains 20157 members 
Mstep: Class 17 contains 125005 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 20348 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64074 members 
Mstep: Class 23 contains 115718 members 
Mstep: Class 24 contains 17366 members 
Mstep: Class 25 contains 54708 members 
Mstep: Class 26 contains 17595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447648.000000 Penalty: 223145.312500
Iteration 107Q: 27 clusters Score -2.724476e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99836 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 62650 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 9884 members 
Mstep: Class 8 contains 73815 members 
Mstep: Class 9 contains 42721 members 
Mstep: Class 10 contains 98942 members 
Mstep: Class 11 contains 33665 members 
Mstep: Class 12 contains 90447 members 
Mstep: Class 13 contains 53730 members 
Mstep: Class 14 contains 149889 members 
Mstep: Class 15 contains 16048 members 
Mstep: Class 16 contains 20159 members 
Mstep: Class 17 contains 125010 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 20346 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64073 members 
Mstep: Class 23 contains 115716 members 
Mstep: Class 24 contains 17364 members 
Mstep: Class 25 contains 54711 members 
Mstep: Class 26 contains 17604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447616.000000 Penalty: 223145.312500
Iteration 108Q: 27 clusters Score -2.724476e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99842 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7887 members 
Mstep: Class 5 contains 62651 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 9883 members 
Mstep: Class 8 contains 73791 members 
Mstep: Class 9 contains 42715 members 
Mstep: Class 10 contains 98955 members 
Mstep: Class 11 contains 33674 members 
Mstep: Class 12 contains 90445 members 
Mstep: Class 13 contains 53729 members 
Mstep: Class 14 contains 149892 members 
Mstep: Class 15 contains 16047 members 
Mstep: Class 16 contains 20159 members 
Mstep: Class 17 contains 125009 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 20340 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64073 members 
Mstep: Class 23 contains 115713 members 
Mstep: Class 24 contains 17363 members 
Mstep: Class 25 contains 54715 members 
Mstep: Class 26 contains 17610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447776.000000 Penalty: 223145.312500
Iteration 109Q: 27 clusters Score -2.724478e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99849 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7896 members 
Mstep: Class 5 contains 62649 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9881 members 
Mstep: Class 8 contains 73777 members 
Mstep: Class 9 contains 42702 members 
Mstep: Class 10 contains 98960 members 
Mstep: Class 11 contains 33677 members 
Mstep: Class 12 contains 90443 members 
Mstep: Class 13 contains 53732 members 
Mstep: Class 14 contains 149892 members 
Mstep: Class 15 contains 16045 members 
Mstep: Class 16 contains 20163 members 
Mstep: Class 17 contains 125010 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 20334 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64075 members 
Mstep: Class 23 contains 115712 members 
Mstep: Class 24 contains 17362 members 
Mstep: Class 25 contains 54719 members 
Mstep: Class 26 contains 17614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447776.000000 Penalty: 223145.312500
Iteration 110Q: 27 clusters Score -2.724478e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99855 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7894 members 
Mstep: Class 5 contains 62646 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9878 members 
Mstep: Class 8 contains 73765 members 
Mstep: Class 9 contains 42691 members 
Mstep: Class 10 contains 98969 members 
Mstep: Class 11 contains 33681 members 
Mstep: Class 12 contains 90441 members 
Mstep: Class 13 contains 53734 members 
Mstep: Class 14 contains 149895 members 
Mstep: Class 15 contains 16050 members 
Mstep: Class 16 contains 20165 members 
Mstep: Class 17 contains 125012 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 20331 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64073 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17360 members 
Mstep: Class 25 contains 54723 members 
Mstep: Class 26 contains 17618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447744.000000 Penalty: 223145.312500
Iteration 111Q: 27 clusters Score -2.724477e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99852 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7893 members 
Mstep: Class 5 contains 62644 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9873 members 
Mstep: Class 8 contains 73752 members 
Mstep: Class 9 contains 42693 members 
Mstep: Class 10 contains 98979 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 90440 members 
Mstep: Class 13 contains 53733 members 
Mstep: Class 14 contains 149895 members 
Mstep: Class 15 contains 16059 members 
Mstep: Class 16 contains 20168 members 
Mstep: Class 17 contains 125015 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 20330 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64072 members 
Mstep: Class 23 contains 115710 members 
Mstep: Class 24 contains 17359 members 
Mstep: Class 25 contains 54724 members 
Mstep: Class 26 contains 17619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447872.000000 Penalty: 223145.312500
Iteration 112Q: 27 clusters Score -2.724479e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99853 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7892 members 
Mstep: Class 5 contains 62642 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9872 members 
Mstep: Class 8 contains 73728 members 
Mstep: Class 9 contains 42691 members 
Mstep: Class 10 contains 98997 members 
Mstep: Class 11 contains 33687 members 
Mstep: Class 12 contains 90440 members 
Mstep: Class 13 contains 53729 members 
Mstep: Class 14 contains 149896 members 
Mstep: Class 15 contains 16060 members 
Mstep: Class 16 contains 20172 members 
Mstep: Class 17 contains 125017 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 20328 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64072 members 
Mstep: Class 23 contains 115709 members 
Mstep: Class 24 contains 17359 members 
Mstep: Class 25 contains 54728 members 
Mstep: Class 26 contains 17620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447872.000000 Penalty: 223145.312500
Iteration 113Q: 27 clusters Score -2.724479e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99857 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7891 members 
Mstep: Class 5 contains 62639 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9869 members 
Mstep: Class 8 contains 73703 members 
Mstep: Class 9 contains 42693 members 
Mstep: Class 10 contains 99013 members 
Mstep: Class 11 contains 33691 members 
Mstep: Class 12 contains 90439 members 
Mstep: Class 13 contains 53728 members 
Mstep: Class 14 contains 149895 members 
Mstep: Class 15 contains 16061 members 
Mstep: Class 16 contains 20177 members 
Mstep: Class 17 contains 125017 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 20325 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64071 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17359 members 
Mstep: Class 25 contains 54730 members 
Mstep: Class 26 contains 17623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447968.000000 Penalty: 223145.312500
Iteration 114Q: 27 clusters Score -2.72448e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99863 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7888 members 
Mstep: Class 5 contains 62640 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9863 members 
Mstep: Class 8 contains 73677 members 
Mstep: Class 9 contains 42690 members 
Mstep: Class 10 contains 99027 members 
Mstep: Class 11 contains 33698 members 
Mstep: Class 12 contains 90438 members 
Mstep: Class 13 contains 53732 members 
Mstep: Class 14 contains 149895 members 
Mstep: Class 15 contains 16063 members 
Mstep: Class 16 contains 20181 members 
Mstep: Class 17 contains 125017 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20322 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64071 members 
Mstep: Class 23 contains 115710 members 
Mstep: Class 24 contains 17359 members 
Mstep: Class 25 contains 54732 members 
Mstep: Class 26 contains 17627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447776.000000 Penalty: 223145.312500
Iteration 115Q: 27 clusters Score -2.724478e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99869 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7888 members 
Mstep: Class 5 contains 62638 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9859 members 
Mstep: Class 8 contains 73654 members 
Mstep: Class 9 contains 42683 members 
Mstep: Class 10 contains 99042 members 
Mstep: Class 11 contains 33703 members 
Mstep: Class 12 contains 90437 members 
Mstep: Class 13 contains 53735 members 
Mstep: Class 14 contains 149899 members 
Mstep: Class 15 contains 16065 members 
Mstep: Class 16 contains 20184 members 
Mstep: Class 17 contains 125016 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20320 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64068 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17358 members 
Mstep: Class 25 contains 54736 members 
Mstep: Class 26 contains 17628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447776.000000 Penalty: 223145.312500
Iteration 116Q: 27 clusters Score -2.724478e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99875 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7887 members 
Mstep: Class 5 contains 62636 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9856 members 
Mstep: Class 8 contains 73630 members 
Mstep: Class 9 contains 42676 members 
Mstep: Class 10 contains 99059 members 
Mstep: Class 11 contains 33708 members 
Mstep: Class 12 contains 90436 members 
Mstep: Class 13 contains 53737 members 
Mstep: Class 14 contains 149902 members 
Mstep: Class 15 contains 16065 members 
Mstep: Class 16 contains 20188 members 
Mstep: Class 17 contains 125020 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20317 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64067 members 
Mstep: Class 23 contains 115709 members 
Mstep: Class 24 contains 17357 members 
Mstep: Class 25 contains 54739 members 
Mstep: Class 26 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447808.000000 Penalty: 223145.312500
Iteration 117Q: 27 clusters Score -2.724478e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99879 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7885 members 
Mstep: Class 5 contains 62636 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9853 members 
Mstep: Class 8 contains 73613 members 
Mstep: Class 9 contains 42673 members 
Mstep: Class 10 contains 99069 members 
Mstep: Class 11 contains 33714 members 
Mstep: Class 12 contains 90435 members 
Mstep: Class 13 contains 53732 members 
Mstep: Class 14 contains 149905 members 
Mstep: Class 15 contains 16067 members 
Mstep: Class 16 contains 20189 members 
Mstep: Class 17 contains 125018 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20316 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64068 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17357 members 
Mstep: Class 25 contains 54742 members 
Mstep: Class 26 contains 17631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447872.000000 Penalty: 223145.312500
Iteration 118Q: 27 clusters Score -2.724479e+08 nChanged 46
Entering ConstructFrom: 
Score: -272447872.000000 Penalty: 223145.312500
Entering ConstructFrom: 
Trying to split cluster 1 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -285911.562500 Penalty: 4396.858887
	Iteration 0F: 2 clusters Score -285911.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -281586.375000 Penalty: 8793.717773
	Iteration 0F: 3 clusters Score -281586.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -282010.781250 Penalty: 8793.717773
	Iteration 1F: 3 clusters Score -282010.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -282147.906250 Penalty: 8793.717773
	Iteration 2Q: 3 clusters Score -282147.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -282232.875000 Penalty: 8793.717773
	Iteration 3Q: 3 clusters Score -282232.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -282277.187500 Penalty: 8793.717773
	Iteration 4Q: 3 clusters Score -282277.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -282296.125000 Penalty: 8793.717773
	Iteration 5Q: 3 clusters Score -282296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -282301.531250 Penalty: 8793.717773
	Iteration 6Q: 3 clusters Score -282301.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -282310.093750 Penalty: 8793.717773
	Iteration 7Q: 3 clusters Score -282310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -282316.906250 Penalty: 8793.717773
	Iteration 8Q: 3 clusters Score -282316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -282324.937500 Penalty: 8793.717773
	Iteration 9Q: 3 clusters Score -282324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -282332.343750 Penalty: 8793.717773
	Iteration 10Q: 3 clusters Score -282332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -282334.093750 Penalty: 8793.717773
	Iteration 11Q: 3 clusters Score -282334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -282334.093750 Penalty: 8793.717773
	Iteration 12F: 3 clusters Score -282334.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Entering Unmasked Estep 
Score: -22690844.000000 Penalty: 7050.943359
	Iteration 0F: 2 clusters Score -2.269084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -22623374.000000 Penalty: 14101.886719
	Iteration 0F: 3 clusters Score -2.262337e+07 nChanged 45815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -22648466.000000 Penalty: 14101.886719
	Iteration 1F: 3 clusters Score -2.264847e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -22649734.000000 Penalty: 14101.886719
	Iteration 2Q: 3 clusters Score -2.264973e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -22650792.000000 Penalty: 14101.886719
	Iteration 3Q: 3 clusters Score -2.265079e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -22651912.000000 Penalty: 14101.886719
	Iteration 4Q: 3 clusters Score -2.265191e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -22653036.000000 Penalty: 14101.886719
	Iteration 5Q: 3 clusters Score -2.265304e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -22654512.000000 Penalty: 14101.886719
	Iteration 6Q: 3 clusters Score -2.265451e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -22656154.000000 Penalty: 14101.886719
	Iteration 7Q: 3 clusters Score -2.265615e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -22658562.000000 Penalty: 14101.886719
	Iteration 8Q: 3 clusters Score -2.265856e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -22661804.000000 Penalty: 14101.886719
	Iteration 9F: 3 clusters Score -2.26618e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -22665654.000000 Penalty: 14101.886719
	Iteration 10F: 3 clusters Score -2.266565e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -22670374.000000 Penalty: 14101.886719
	Iteration 11F: 3 clusters Score -2.267037e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -22675138.000000 Penalty: 14101.886719
	Iteration 12F: 3 clusters Score -2.267514e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -22678284.000000 Penalty: 14101.886719
	Iteration 13F: 3 clusters Score -2.267828e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -22680382.000000 Penalty: 14101.886719
	Iteration 14Q: 3 clusters Score -2.268038e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -22681822.000000 Penalty: 14101.886719
	Iteration 15Q: 3 clusters Score -2.268182e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -22682940.000000 Penalty: 14101.886719
	Iteration 16Q: 3 clusters Score -2.268294e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -22683852.000000 Penalty: 14101.886719
	Iteration 17Q: 3 clusters Score -2.268385e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -22684532.000000 Penalty: 14101.886719
	Iteration 18Q: 3 clusters Score -2.268453e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -22685174.000000 Penalty: 14101.886719
	Iteration 19Q: 3 clusters Score -2.268517e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -22685536.000000 Penalty: 14101.886719
	Iteration 20F: 3 clusters Score -2.268554e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -22685890.000000 Penalty: 14101.886719
	Iteration 21Q: 3 clusters Score -2.268589e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -22686054.000000 Penalty: 14101.886719
	Iteration 22Q: 3 clusters Score -2.268605e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -22686132.000000 Penalty: 14101.886719
	Iteration 23Q: 3 clusters Score -2.268613e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -22686222.000000 Penalty: 14101.886719
	Iteration 24Q: 3 clusters Score -2.268622e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -22686396.000000 Penalty: 14101.886719
	Iteration 25Q: 3 clusters Score -2.26864e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -22686470.000000 Penalty: 14101.886719
	Iteration 26Q: 3 clusters Score -2.268647e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -22686478.000000 Penalty: 14101.886719
	Iteration 27Q: 3 clusters Score -2.268648e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -22686524.000000 Penalty: 14101.886719
	Iteration 28Q: 3 clusters Score -2.268652e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -22686544.000000 Penalty: 14101.886719
	Iteration 29Q: 3 clusters Score -2.268654e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -22686518.000000 Penalty: 14101.886719
	Iteration 30Q: 3 clusters Score -2.268652e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -22686538.000000 Penalty: 14101.886719
	Iteration 31Q: 3 clusters Score -2.268654e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -22686550.000000 Penalty: 14101.886719
	Iteration 32Q: 3 clusters Score -2.268655e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -22686512.000000 Penalty: 14101.886719
	Iteration 33Q: 3 clusters Score -2.268651e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -22686568.000000 Penalty: 14101.886719
	Iteration 34Q: 3 clusters Score -2.268657e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -22686588.000000 Penalty: 14101.886719
	Iteration 35Q: 3 clusters Score -2.268659e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -22686578.000000 Penalty: 14101.886719
	Iteration 36Q: 3 clusters Score -2.268658e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -22686614.000000 Penalty: 14101.886719
	Iteration 37Q: 3 clusters Score -2.268661e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -22686574.000000 Penalty: 14101.886719
	Iteration 38Q: 3 clusters Score -2.268657e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -22686616.000000 Penalty: 14101.886719
	Iteration 39Q: 3 clusters Score -2.268662e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -22686586.000000 Penalty: 14101.886719
	Iteration 40F: 3 clusters Score -2.268659e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -22686564.000000 Penalty: 14101.886719
	Iteration 41Q: 3 clusters Score -2.268656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -22686566.000000 Penalty: 14101.886719
	Iteration 42Q: 3 clusters Score -2.268657e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -22686590.000000 Penalty: 14101.886719
	Iteration 43Q: 3 clusters Score -2.268659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -22686578.000000 Penalty: 14101.886719
	Iteration 44Q: 3 clusters Score -2.268658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -22686602.000000 Penalty: 14101.886719
	Iteration 45Q: 3 clusters Score -2.26866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -22686574.000000 Penalty: 14101.886719
	Iteration 46Q: 3 clusters Score -2.268657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -22686580.000000 Penalty: 14101.886719
	Iteration 47Q: 3 clusters Score -2.268658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -22686608.000000 Penalty: 14101.886719
	Iteration 48Q: 3 clusters Score -2.268661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -22686606.000000 Penalty: 14101.886719
	Iteration 49Q: 3 clusters Score -2.268661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -22686592.000000 Penalty: 14101.886719
	Iteration 50Q: 3 clusters Score -2.268659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -22686594.000000 Penalty: 14101.886719
	Iteration 51Q: 3 clusters Score -2.268659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -22686596.000000 Penalty: 14101.886719
	Iteration 52Q: 3 clusters Score -2.26866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -22686606.000000 Penalty: 14101.886719
	Iteration 53Q: 3 clusters Score -2.268661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -22686606.000000 Penalty: 14101.886719
	Iteration 54Q: 3 clusters Score -2.268661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -22686590.000000 Penalty: 14101.886719
	Iteration 55Q: 3 clusters Score -2.268659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -22686598.000000 Penalty: 14101.886719
	Iteration 56Q: 3 clusters Score -2.26866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -22686602.000000 Penalty: 14101.886719
	Iteration 57Q: 3 clusters Score -2.26866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -22686602.000000 Penalty: 14101.886719
	Iteration 58F: 3 clusters Score -2.26866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -188101.937500 Penalty: 4172.561523
	Iteration 0F: 2 clusters Score -188101.9 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 457 members 
Entering Unmasked Estep 
Score: -184370.234375 Penalty: 8345.123047
	Iteration 0F: 3 clusters Score -184370.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -184773.578125 Penalty: 8345.123047
	Iteration 1F: 3 clusters Score -184773.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -184884.031250 Penalty: 8345.123047
	Iteration 2Q: 3 clusters Score -184884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -184952.578125 Penalty: 8345.123047
	Iteration 3Q: 3 clusters Score -184952.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -184970.593750 Penalty: 8345.123047
	Iteration 4Q: 3 clusters Score -184970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -184980.546875 Penalty: 8345.123047
	Iteration 5Q: 3 clusters Score -184980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -184997.828125 Penalty: 8345.123047
	Iteration 6Q: 3 clusters Score -184997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -185001.218750 Penalty: 8345.123047
	Iteration 7Q: 3 clusters Score -185001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -185007.671875 Penalty: 8345.123047
	Iteration 8Q: 3 clusters Score -185007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -185007.671875 Penalty: 8345.123047
	Iteration 9F: 3 clusters Score -185007.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Entering Unmasked Estep 
Score: -1728128.500000 Penalty: 5495.789551
	Iteration 0F: 2 clusters Score -1728128 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 3952 members 
Entering Unmasked Estep 
Score: -1719189.750000 Penalty: 10991.579102
	Iteration 0F: 3 clusters Score -1719190 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1720940.500000 Penalty: 10991.579102
	Iteration 1F: 3 clusters Score -1720940 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1721439.625000 Penalty: 10991.579102
	Iteration 2F: 3 clusters Score -1721440 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1721771.250000 Penalty: 10991.579102
	Iteration 3F: 3 clusters Score -1721771 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1722001.000000 Penalty: 10991.579102
	Iteration 4Q: 3 clusters Score -1722001 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1722190.125000 Penalty: 10991.579102
	Iteration 5Q: 3 clusters Score -1722190 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1722336.625000 Penalty: 10991.579102
	Iteration 6Q: 3 clusters Score -1722337 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1722485.375000 Penalty: 10991.579102
	Iteration 7Q: 3 clusters Score -1722485 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1722604.375000 Penalty: 10991.579102
	Iteration 8Q: 3 clusters Score -1722604 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1722706.625000 Penalty: 10991.579102
	Iteration 9Q: 3 clusters Score -1722707 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1722789.000000 Penalty: 10991.579102
	Iteration 10Q: 3 clusters Score -1722789 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1722861.125000 Penalty: 10991.579102
	Iteration 11Q: 3 clusters Score -1722861 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1722922.375000 Penalty: 10991.579102
	Iteration 12Q: 3 clusters Score -1722922 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1722972.875000 Penalty: 10991.579102
	Iteration 13Q: 3 clusters Score -1722973 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1723016.625000 Penalty: 10991.579102
	Iteration 14Q: 3 clusters Score -1723017 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1723066.875000 Penalty: 10991.579102
	Iteration 15Q: 3 clusters Score -1723067 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1723103.625000 Penalty: 10991.579102
	Iteration 16Q: 3 clusters Score -1723104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1723138.375000 Penalty: 10991.579102
	Iteration 17Q: 3 clusters Score -1723138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1723170.625000 Penalty: 10991.579102
	Iteration 18Q: 3 clusters Score -1723171 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1723211.625000 Penalty: 10991.579102
	Iteration 19Q: 3 clusters Score -1723212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1723250.750000 Penalty: 10991.579102
	Iteration 20F: 3 clusters Score -1723251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1723273.875000 Penalty: 10991.579102
	Iteration 21Q: 3 clusters Score -1723274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1723303.875000 Penalty: 10991.579102
	Iteration 22Q: 3 clusters Score -1723304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1723321.750000 Penalty: 10991.579102
	Iteration 23Q: 3 clusters Score -1723322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1723336.500000 Penalty: 10991.579102
	Iteration 24Q: 3 clusters Score -1723336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1723353.500000 Penalty: 10991.579102
	Iteration 25Q: 3 clusters Score -1723354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1723371.500000 Penalty: 10991.579102
	Iteration 26Q: 3 clusters Score -1723372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1723372.500000 Penalty: 10991.579102
	Iteration 27Q: 3 clusters Score -1723372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1723379.625000 Penalty: 10991.579102
	Iteration 28Q: 3 clusters Score -1723380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1723387.250000 Penalty: 10991.579102
	Iteration 29Q: 3 clusters Score -1723387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1723390.125000 Penalty: 10991.579102
	Iteration 30Q: 3 clusters Score -1723390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1723396.500000 Penalty: 10991.579102
	Iteration 31Q: 3 clusters Score -1723396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1723404.250000 Penalty: 10991.579102
	Iteration 32Q: 3 clusters Score -1723404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1723414.250000 Penalty: 10991.579102
	Iteration 33Q: 3 clusters Score -1723414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1723415.000000 Penalty: 10991.579102
	Iteration 34Q: 3 clusters Score -1723415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1723423.250000 Penalty: 10991.579102
	Iteration 35Q: 3 clusters Score -1723423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1723429.000000 Penalty: 10991.579102
	Iteration 36Q: 3 clusters Score -1723429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1723445.750000 Penalty: 10991.579102
	Iteration 37Q: 3 clusters Score -1723446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1723450.125000 Penalty: 10991.579102
	Iteration 38Q: 3 clusters Score -1723450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1723461.375000 Penalty: 10991.579102
	Iteration 39Q: 3 clusters Score -1723461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1723473.625000 Penalty: 10991.579102
	Iteration 40F: 3 clusters Score -1723474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1723482.000000 Penalty: 10991.579102
	Iteration 41Q: 3 clusters Score -1723482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1723490.375000 Penalty: 10991.579102
	Iteration 42Q: 3 clusters Score -1723490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1723494.625000 Penalty: 10991.579102
	Iteration 43Q: 3 clusters Score -1723495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1723499.625000 Penalty: 10991.579102
	Iteration 44Q: 3 clusters Score -1723500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1723501.875000 Penalty: 10991.579102
	Iteration 45Q: 3 clusters Score -1723502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1723507.125000 Penalty: 10991.579102
	Iteration 46Q: 3 clusters Score -1723507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1723509.000000 Penalty: 10991.579102
	Iteration 47Q: 3 clusters Score -1723509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1723507.750000 Penalty: 10991.579102
	Iteration 48Q: 3 clusters Score -1723508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1723507.250000 Penalty: 10991.579102
	Iteration 49Q: 3 clusters Score -1723507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1723509.500000 Penalty: 10991.579102
	Iteration 50Q: 3 clusters Score -1723510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1723510.375000 Penalty: 10991.579102
	Iteration 51Q: 3 clusters Score -1723510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1723510.375000 Penalty: 10991.579102
	Iteration 52Q: 3 clusters Score -1723510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1723510.375000 Penalty: 10991.579102
	Iteration 53F: 3 clusters Score -1723510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Entering Unmasked Estep 
Score: -13574023.000000 Penalty: 6765.130859
	Iteration 0F: 2 clusters Score -1.357402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -13530173.000000 Penalty: 13530.261719
	Iteration 0F: 3 clusters Score -1.353017e+07 nChanged 28054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -13546230.000000 Penalty: 13530.261719
	Iteration 1F: 3 clusters Score -1.354623e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -13548165.000000 Penalty: 13530.261719
	Iteration 2F: 3 clusters Score -1.354816e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -13550351.000000 Penalty: 13530.261719
	Iteration 3F: 3 clusters Score -1.355035e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -13552885.000000 Penalty: 13530.261719
	Iteration 4F: 3 clusters Score -1.355288e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -13555621.000000 Penalty: 13530.261719
	Iteration 5F: 3 clusters Score -1.355562e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -13558271.000000 Penalty: 13530.261719
	Iteration 6F: 3 clusters Score -1.355827e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -13560777.000000 Penalty: 13530.261719
	Iteration 7F: 3 clusters Score -1.356078e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -13562886.000000 Penalty: 13530.261719
	Iteration 8F: 3 clusters Score -1.356289e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -13564419.000000 Penalty: 13530.261719
	Iteration 9Q: 3 clusters Score -1.356442e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -13565485.000000 Penalty: 13530.261719
	Iteration 10Q: 3 clusters Score -1.356548e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -13566197.000000 Penalty: 13530.261719
	Iteration 11Q: 3 clusters Score -1.35662e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -13566652.000000 Penalty: 13530.261719
	Iteration 12Q: 3 clusters Score -1.356665e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -13567031.000000 Penalty: 13530.261719
	Iteration 13Q: 3 clusters Score -1.356703e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -13567269.000000 Penalty: 13530.261719
	Iteration 14Q: 3 clusters Score -1.356727e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -13567415.000000 Penalty: 13530.261719
	Iteration 15Q: 3 clusters Score -1.356742e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -13567587.000000 Penalty: 13530.261719
	Iteration 16Q: 3 clusters Score -1.356759e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -13567740.000000 Penalty: 13530.261719
	Iteration 17Q: 3 clusters Score -1.356774e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -13567887.000000 Penalty: 13530.261719
	Iteration 18Q: 3 clusters Score -1.356789e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -13568091.000000 Penalty: 13530.261719
	Iteration 19Q: 3 clusters Score -1.356809e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -13568283.000000 Penalty: 13530.261719
	Iteration 20F: 3 clusters Score -1.356828e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -13568492.000000 Penalty: 13530.261719
	Iteration 21Q: 3 clusters Score -1.356849e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -13568652.000000 Penalty: 13530.261719
	Iteration 22Q: 3 clusters Score -1.356865e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -13568901.000000 Penalty: 13530.261719
	Iteration 23Q: 3 clusters Score -1.35689e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -13569032.000000 Penalty: 13530.261719
	Iteration 24Q: 3 clusters Score -1.356903e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -13569165.000000 Penalty: 13530.261719
	Iteration 25Q: 3 clusters Score -1.356916e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -13569201.000000 Penalty: 13530.261719
	Iteration 26Q: 3 clusters Score -1.35692e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -13569320.000000 Penalty: 13530.261719
	Iteration 27Q: 3 clusters Score -1.356932e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -13569397.000000 Penalty: 13530.261719
	Iteration 28Q: 3 clusters Score -1.35694e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -13569504.000000 Penalty: 13530.261719
	Iteration 29Q: 3 clusters Score -1.35695e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -13569601.000000 Penalty: 13530.261719
	Iteration 30Q: 3 clusters Score -1.35696e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -13569628.000000 Penalty: 13530.261719
	Iteration 31Q: 3 clusters Score -1.356963e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -13569689.000000 Penalty: 13530.261719
	Iteration 32Q: 3 clusters Score -1.356969e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -13569781.000000 Penalty: 13530.261719
	Iteration 33Q: 3 clusters Score -1.356978e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -13569834.000000 Penalty: 13530.261719
	Iteration 34Q: 3 clusters Score -1.356983e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -13569940.000000 Penalty: 13530.261719
	Iteration 35Q: 3 clusters Score -1.356994e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -13569979.000000 Penalty: 13530.261719
	Iteration 36Q: 3 clusters Score -1.356998e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -13570047.000000 Penalty: 13530.261719
	Iteration 37Q: 3 clusters Score -1.357005e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -13570090.000000 Penalty: 13530.261719
	Iteration 38Q: 3 clusters Score -1.357009e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -13570134.000000 Penalty: 13530.261719
	Iteration 39Q: 3 clusters Score -1.357013e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -13570202.000000 Penalty: 13530.261719
	Iteration 40F: 3 clusters Score -1.35702e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -13570279.000000 Penalty: 13530.261719
	Iteration 41Q: 3 clusters Score -1.357028e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -13570376.000000 Penalty: 13530.261719
	Iteration 42Q: 3 clusters Score -1.357038e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -13570418.000000 Penalty: 13530.261719
	Iteration 43Q: 3 clusters Score -1.357042e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -13570443.000000 Penalty: 13530.261719
	Iteration 44Q: 3 clusters Score -1.357044e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -13570475.000000 Penalty: 13530.261719
	Iteration 45Q: 3 clusters Score -1.357048e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -13570531.000000 Penalty: 13530.261719
	Iteration 46Q: 3 clusters Score -1.357053e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -13570572.000000 Penalty: 13530.261719
	Iteration 47Q: 3 clusters Score -1.357057e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -13570664.000000 Penalty: 13530.261719
	Iteration 48Q: 3 clusters Score -1.357066e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -13570732.000000 Penalty: 13530.261719
	Iteration 49Q: 3 clusters Score -1.357073e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -13570822.000000 Penalty: 13530.261719
	Iteration 50Q: 3 clusters Score -1.357082e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -13570870.000000 Penalty: 13530.261719
	Iteration 51Q: 3 clusters Score -1.357087e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -13570944.000000 Penalty: 13530.261719
	Iteration 52Q: 3 clusters Score -1.357094e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -13570978.000000 Penalty: 13530.261719
	Iteration 53Q: 3 clusters Score -1.357098e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -13571035.000000 Penalty: 13530.261719
	Iteration 54Q: 3 clusters Score -1.357104e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -13571077.000000 Penalty: 13530.261719
	Iteration 55Q: 3 clusters Score -1.357108e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -13571106.000000 Penalty: 13530.261719
	Iteration 56Q: 3 clusters Score -1.357111e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -13571180.000000 Penalty: 13530.261719
	Iteration 57Q: 3 clusters Score -1.357118e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -13571181.000000 Penalty: 13530.261719
	Iteration 58Q: 3 clusters Score -1.357118e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -13571178.000000 Penalty: 13530.261719
	Iteration 59Q: 3 clusters Score -1.357118e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -13571215.000000 Penalty: 13530.261719
	Iteration 60F: 3 clusters Score -1.357122e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -13571256.000000 Penalty: 13530.261719
	Iteration 61Q: 3 clusters Score -1.357126e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -13571274.000000 Penalty: 13530.261719
	Iteration 62Q: 3 clusters Score -1.357127e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -13571287.000000 Penalty: 13530.261719
	Iteration 63Q: 3 clusters Score -1.357129e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -13571315.000000 Penalty: 13530.261719
	Iteration 64Q: 3 clusters Score -1.357132e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -13571351.000000 Penalty: 13530.261719
	Iteration 65Q: 3 clusters Score -1.357135e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -13571391.000000 Penalty: 13530.261719
	Iteration 66Q: 3 clusters Score -1.357139e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -13571389.000000 Penalty: 13530.261719
	Iteration 67Q: 3 clusters Score -1.357139e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -13571423.000000 Penalty: 13530.261719
	Iteration 68Q: 3 clusters Score -1.357142e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -13571428.000000 Penalty: 13530.261719
	Iteration 69Q: 3 clusters Score -1.357143e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -13571421.000000 Penalty: 13530.261719
	Iteration 70Q: 3 clusters Score -1.357142e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -13571489.000000 Penalty: 13530.261719
	Iteration 71Q: 3 clusters Score -1.357149e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -13571529.000000 Penalty: 13530.261719
	Iteration 72Q: 3 clusters Score -1.357153e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -13571553.000000 Penalty: 13530.261719
	Iteration 73Q: 3 clusters Score -1.357155e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -13571582.000000 Penalty: 13530.261719
	Iteration 74Q: 3 clusters Score -1.357158e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -13571577.000000 Penalty: 13530.261719
	Iteration 75Q: 3 clusters Score -1.357158e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -13571547.000000 Penalty: 13530.261719
	Iteration 76Q: 3 clusters Score -1.357155e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -13571572.000000 Penalty: 13530.261719
	Iteration 77Q: 3 clusters Score -1.357157e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -13571590.000000 Penalty: 13530.261719
	Iteration 78Q: 3 clusters Score -1.357159e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -13571609.000000 Penalty: 13530.261719
	Iteration 79Q: 3 clusters Score -1.357161e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -13571618.000000 Penalty: 13530.261719
	Iteration 80F: 3 clusters Score -1.357162e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -13571647.000000 Penalty: 13530.261719
	Iteration 81Q: 3 clusters Score -1.357165e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -13571656.000000 Penalty: 13530.261719
	Iteration 82Q: 3 clusters Score -1.357166e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -13571652.000000 Penalty: 13530.261719
	Iteration 83Q: 3 clusters Score -1.357165e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -13571643.000000 Penalty: 13530.261719
	Iteration 84Q: 3 clusters Score -1.357164e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -13571678.000000 Penalty: 13530.261719
	Iteration 85Q: 3 clusters Score -1.357168e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -13571682.000000 Penalty: 13530.261719
	Iteration 86Q: 3 clusters Score -1.357168e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -13571665.000000 Penalty: 13530.261719
	Iteration 87Q: 3 clusters Score -1.357166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -13571668.000000 Penalty: 13530.261719
	Iteration 88Q: 3 clusters Score -1.357167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -13571659.000000 Penalty: 13530.261719
	Iteration 89Q: 3 clusters Score -1.357166e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -13571696.000000 Penalty: 13530.261719
	Iteration 90Q: 3 clusters Score -1.35717e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -13571644.000000 Penalty: 13530.261719
	Iteration 91Q: 3 clusters Score -1.357164e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -13571659.000000 Penalty: 13530.261719
	Iteration 92Q: 3 clusters Score -1.357166e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -13571685.000000 Penalty: 13530.261719
	Iteration 93Q: 3 clusters Score -1.357168e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -13571682.000000 Penalty: 13530.261719
	Iteration 94Q: 3 clusters Score -1.357168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -13571671.000000 Penalty: 13530.261719
	Iteration 95Q: 3 clusters Score -1.357167e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -13571685.000000 Penalty: 13530.261719
	Iteration 96Q: 3 clusters Score -1.357168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -13571694.000000 Penalty: 13530.261719
	Iteration 97Q: 3 clusters Score -1.357169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -13571719.000000 Penalty: 13530.261719
	Iteration 98Q: 3 clusters Score -1.357172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -13571714.000000 Penalty: 13530.261719
	Iteration 99Q: 3 clusters Score -1.357171e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -13571715.000000 Penalty: 13530.261719
	Iteration 100F: 3 clusters Score -1.357172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -13571728.000000 Penalty: 13530.261719
	Iteration 101Q: 3 clusters Score -1.357173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -13571721.000000 Penalty: 13530.261719
	Iteration 102Q: 3 clusters Score -1.357172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -13571737.000000 Penalty: 13530.261719
	Iteration 103Q: 3 clusters Score -1.357174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -13571763.000000 Penalty: 13530.261719
	Iteration 104Q: 3 clusters Score -1.357176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -13571786.000000 Penalty: 13530.261719
	Iteration 105Q: 3 clusters Score -1.357179e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -13571777.000000 Penalty: 13530.261719
	Iteration 106Q: 3 clusters Score -1.357178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -13571774.000000 Penalty: 13530.261719
	Iteration 107Q: 3 clusters Score -1.357177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -13571787.000000 Penalty: 13530.261719
	Iteration 108Q: 3 clusters Score -1.357179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -13571797.000000 Penalty: 13530.261719
	Iteration 109Q: 3 clusters Score -1.35718e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -13571780.000000 Penalty: 13530.261719
	Iteration 110Q: 3 clusters Score -1.357178e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -13571799.000000 Penalty: 13530.261719
	Iteration 111Q: 3 clusters Score -1.35718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -13571787.000000 Penalty: 13530.261719
	Iteration 112Q: 3 clusters Score -1.357179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -13571801.000000 Penalty: 13530.261719
	Iteration 113Q: 3 clusters Score -1.35718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -13571800.000000 Penalty: 13530.261719
	Iteration 114Q: 3 clusters Score -1.35718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -13571796.000000 Penalty: 13530.261719
	Iteration 115Q: 3 clusters Score -1.35718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -13571811.000000 Penalty: 13530.261719
	Iteration 116Q: 3 clusters Score -1.357181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -13571819.000000 Penalty: 13530.261719
	Iteration 117Q: 3 clusters Score -1.357182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -13571821.000000 Penalty: 13530.261719
	Iteration 118Q: 3 clusters Score -1.357182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -13571812.000000 Penalty: 13530.261719
	Iteration 119Q: 3 clusters Score -1.357181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -13571816.000000 Penalty: 13530.261719
	Iteration 120F: 3 clusters Score -1.357182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -13571824.000000 Penalty: 13530.261719
	Iteration 121Q: 3 clusters Score -1.357182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -13571818.000000 Penalty: 13530.261719
	Iteration 122Q: 3 clusters Score -1.357182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -13571813.000000 Penalty: 13530.261719
	Iteration 123Q: 3 clusters Score -1.357181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -13571808.000000 Penalty: 13530.261719
	Iteration 124Q: 3 clusters Score -1.357181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -13571805.000000 Penalty: 13530.261719
	Iteration 125Q: 3 clusters Score -1.35718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -13571820.000000 Penalty: 13530.261719
	Iteration 126Q: 3 clusters Score -1.357182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -13571812.000000 Penalty: 13530.261719
	Iteration 127Q: 3 clusters Score -1.357181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -13571801.000000 Penalty: 13530.261719
	Iteration 128Q: 3 clusters Score -1.35718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -13571807.000000 Penalty: 13530.261719
	Iteration 129Q: 3 clusters Score -1.357181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -13571801.000000 Penalty: 13530.261719
	Iteration 130Q: 3 clusters Score -1.35718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -13571801.000000 Penalty: 13530.261719
	Iteration 131F: 3 clusters Score -1.35718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Entering Unmasked Estep 
Score: -3516802.750000 Penalty: 5915.898438
	Iteration 0F: 2 clusters Score -3516803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3503087.750000 Penalty: 11831.796875
	Iteration 0F: 3 clusters Score -3503088 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3506388.750000 Penalty: 11831.796875
	Iteration 1F: 3 clusters Score -3506389 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -3506947.000000 Penalty: 11831.796875
	Iteration 2F: 3 clusters Score -3506947 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3507300.750000 Penalty: 11831.796875
	Iteration 3Q: 3 clusters Score -3507301 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3507590.250000 Penalty: 11831.796875
	Iteration 4Q: 3 clusters Score -3507590 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3507809.750000 Penalty: 11831.796875
	Iteration 5Q: 3 clusters Score -3507810 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3508023.500000 Penalty: 11831.796875
	Iteration 6Q: 3 clusters Score -3508024 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3508259.750000 Penalty: 11831.796875
	Iteration 7Q: 3 clusters Score -3508260 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3508605.750000 Penalty: 11831.796875
	Iteration 8Q: 3 clusters Score -3508606 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3508993.000000 Penalty: 11831.796875
	Iteration 9Q: 3 clusters Score -3508993 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3509410.750000 Penalty: 11831.796875
	Iteration 10Q: 3 clusters Score -3509411 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3509858.500000 Penalty: 11831.796875
	Iteration 11Q: 3 clusters Score -3509858 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3510314.500000 Penalty: 11831.796875
	Iteration 12Q: 3 clusters Score -3510314 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3510830.500000 Penalty: 11831.796875
	Iteration 13Q: 3 clusters Score -3510830 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3511380.500000 Penalty: 11831.796875
	Iteration 14Q: 3 clusters Score -3511380 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3511896.250000 Penalty: 11831.796875
	Iteration 15Q: 3 clusters Score -3511896 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3512316.250000 Penalty: 11831.796875
	Iteration 16Q: 3 clusters Score -3512316 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3512633.500000 Penalty: 11831.796875
	Iteration 17Q: 3 clusters Score -3512634 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3512874.250000 Penalty: 11831.796875
	Iteration 18Q: 3 clusters Score -3512874 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3513060.500000 Penalty: 11831.796875
	Iteration 19Q: 3 clusters Score -3513060 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3513209.500000 Penalty: 11831.796875
	Iteration 20F: 3 clusters Score -3513210 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3513310.500000 Penalty: 11831.796875
	Iteration 21Q: 3 clusters Score -3513310 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3513426.500000 Penalty: 11831.796875
	Iteration 22Q: 3 clusters Score -3513426 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3513495.000000 Penalty: 11831.796875
	Iteration 23Q: 3 clusters Score -3513495 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3513548.000000 Penalty: 11831.796875
	Iteration 24Q: 3 clusters Score -3513548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3513592.250000 Penalty: 11831.796875
	Iteration 25Q: 3 clusters Score -3513592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3513627.750000 Penalty: 11831.796875
	Iteration 26Q: 3 clusters Score -3513628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3513651.750000 Penalty: 11831.796875
	Iteration 27Q: 3 clusters Score -3513652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3513679.250000 Penalty: 11831.796875
	Iteration 28Q: 3 clusters Score -3513679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3513693.750000 Penalty: 11831.796875
	Iteration 29Q: 3 clusters Score -3513694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3513717.250000 Penalty: 11831.796875
	Iteration 30Q: 3 clusters Score -3513717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3513737.750000 Penalty: 11831.796875
	Iteration 31Q: 3 clusters Score -3513738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3513747.750000 Penalty: 11831.796875
	Iteration 32Q: 3 clusters Score -3513748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3513757.500000 Penalty: 11831.796875
	Iteration 33Q: 3 clusters Score -3513758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3513766.000000 Penalty: 11831.796875
	Iteration 34Q: 3 clusters Score -3513766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3513774.750000 Penalty: 11831.796875
	Iteration 35Q: 3 clusters Score -3513775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3513781.750000 Penalty: 11831.796875
	Iteration 36Q: 3 clusters Score -3513782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3513785.250000 Penalty: 11831.796875
	Iteration 37Q: 3 clusters Score -3513785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3513787.250000 Penalty: 11831.796875
	Iteration 38Q: 3 clusters Score -3513787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3513788.750000 Penalty: 11831.796875
	Iteration 39Q: 3 clusters Score -3513789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3513792.000000 Penalty: 11831.796875
	Iteration 40F: 3 clusters Score -3513792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3513785.750000 Penalty: 11831.796875
	Iteration 41Q: 3 clusters Score -3513786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3513785.750000 Penalty: 11831.796875
	Iteration 42F: 3 clusters Score -3513786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Entering Unmasked Estep 
Score: -2164490.500000 Penalty: 5632.262695
	Iteration 0F: 2 clusters Score -2164490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2154360.750000 Penalty: 11264.525391
	Iteration 0F: 3 clusters Score -2154361 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2156687.000000 Penalty: 11264.525391
	Iteration 1F: 3 clusters Score -2156687 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2157295.000000 Penalty: 11264.525391
	Iteration 2F: 3 clusters Score -2157295 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2157731.500000 Penalty: 11264.525391
	Iteration 3F: 3 clusters Score -2157732 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2158037.500000 Penalty: 11264.525391
	Iteration 4Q: 3 clusters Score -2158038 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2158314.500000 Penalty: 11264.525391
	Iteration 5Q: 3 clusters Score -2158314 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2158523.750000 Penalty: 11264.525391
	Iteration 6Q: 3 clusters Score -2158524 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2158691.500000 Penalty: 11264.525391
	Iteration 7Q: 3 clusters Score -2158692 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2158799.000000 Penalty: 11264.525391
	Iteration 8Q: 3 clusters Score -2158799 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2158910.250000 Penalty: 11264.525391
	Iteration 9Q: 3 clusters Score -2158910 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2158982.000000 Penalty: 11264.525391
	Iteration 10Q: 3 clusters Score -2158982 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2159042.500000 Penalty: 11264.525391
	Iteration 11Q: 3 clusters Score -2159042 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2159094.250000 Penalty: 11264.525391
	Iteration 12Q: 3 clusters Score -2159094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2159130.250000 Penalty: 11264.525391
	Iteration 13Q: 3 clusters Score -2159130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2159167.250000 Penalty: 11264.525391
	Iteration 14Q: 3 clusters Score -2159167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2159200.250000 Penalty: 11264.525391
	Iteration 15Q: 3 clusters Score -2159200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2159237.750000 Penalty: 11264.525391
	Iteration 16Q: 3 clusters Score -2159238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2159264.000000 Penalty: 11264.525391
	Iteration 17Q: 3 clusters Score -2159264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2159283.500000 Penalty: 11264.525391
	Iteration 18Q: 3 clusters Score -2159284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2159304.250000 Penalty: 11264.525391
	Iteration 19Q: 3 clusters Score -2159304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2159325.500000 Penalty: 11264.525391
	Iteration 20F: 3 clusters Score -2159326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2159348.000000 Penalty: 11264.525391
	Iteration 21Q: 3 clusters Score -2159348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2159364.750000 Penalty: 11264.525391
	Iteration 22Q: 3 clusters Score -2159365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2159372.750000 Penalty: 11264.525391
	Iteration 23Q: 3 clusters Score -2159373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2159391.000000 Penalty: 11264.525391
	Iteration 24Q: 3 clusters Score -2159391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2159412.750000 Penalty: 11264.525391
	Iteration 25Q: 3 clusters Score -2159413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2159424.000000 Penalty: 11264.525391
	Iteration 26Q: 3 clusters Score -2159424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2159433.750000 Penalty: 11264.525391
	Iteration 27Q: 3 clusters Score -2159434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2159442.000000 Penalty: 11264.525391
	Iteration 28Q: 3 clusters Score -2159442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2159445.250000 Penalty: 11264.525391
	Iteration 29Q: 3 clusters Score -2159445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2159451.500000 Penalty: 11264.525391
	Iteration 30Q: 3 clusters Score -2159452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2159461.750000 Penalty: 11264.525391
	Iteration 31Q: 3 clusters Score -2159462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2159476.250000 Penalty: 11264.525391
	Iteration 32Q: 3 clusters Score -2159476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2159487.500000 Penalty: 11264.525391
	Iteration 33Q: 3 clusters Score -2159488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2159498.000000 Penalty: 11264.525391
	Iteration 34Q: 3 clusters Score -2159498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2159508.250000 Penalty: 11264.525391
	Iteration 35Q: 3 clusters Score -2159508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2159514.500000 Penalty: 11264.525391
	Iteration 36Q: 3 clusters Score -2159514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2159523.250000 Penalty: 11264.525391
	Iteration 37Q: 3 clusters Score -2159523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2159531.250000 Penalty: 11264.525391
	Iteration 38Q: 3 clusters Score -2159531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2159537.750000 Penalty: 11264.525391
	Iteration 39Q: 3 clusters Score -2159538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2159541.750000 Penalty: 11264.525391
	Iteration 40F: 3 clusters Score -2159542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2159549.750000 Penalty: 11264.525391
	Iteration 41Q: 3 clusters Score -2159550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2159559.000000 Penalty: 11264.525391
	Iteration 42Q: 3 clusters Score -2159559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2159564.500000 Penalty: 11264.525391
	Iteration 43Q: 3 clusters Score -2159564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2159577.500000 Penalty: 11264.525391
	Iteration 44Q: 3 clusters Score -2159578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2159581.500000 Penalty: 11264.525391
	Iteration 45Q: 3 clusters Score -2159582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2159589.000000 Penalty: 11264.525391
	Iteration 46Q: 3 clusters Score -2159589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2159594.250000 Penalty: 11264.525391
	Iteration 47Q: 3 clusters Score -2159594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2159602.250000 Penalty: 11264.525391
	Iteration 48Q: 3 clusters Score -2159602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2159605.750000 Penalty: 11264.525391
	Iteration 49Q: 3 clusters Score -2159606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2159608.750000 Penalty: 11264.525391
	Iteration 50Q: 3 clusters Score -2159609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2159618.500000 Penalty: 11264.525391
	Iteration 51Q: 3 clusters Score -2159618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2159623.750000 Penalty: 11264.525391
	Iteration 52Q: 3 clusters Score -2159624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2159623.750000 Penalty: 11264.525391
	Iteration 53Q: 3 clusters Score -2159624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2159629.250000 Penalty: 11264.525391
	Iteration 54Q: 3 clusters Score -2159629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2159631.750000 Penalty: 11264.525391
	Iteration 55Q: 3 clusters Score -2159632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2159634.250000 Penalty: 11264.525391
	Iteration 56Q: 3 clusters Score -2159634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2159635.750000 Penalty: 11264.525391
	Iteration 57Q: 3 clusters Score -2159636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2159640.250000 Penalty: 11264.525391
	Iteration 58Q: 3 clusters Score -2159640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2159644.250000 Penalty: 11264.525391
	Iteration 59Q: 3 clusters Score -2159644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2159647.750000 Penalty: 11264.525391
	Iteration 60F: 3 clusters Score -2159648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2159649.750000 Penalty: 11264.525391
	Iteration 61Q: 3 clusters Score -2159650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2159655.750000 Penalty: 11264.525391
	Iteration 62Q: 3 clusters Score -2159656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2159660.250000 Penalty: 11264.525391
	Iteration 63Q: 3 clusters Score -2159660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2159665.500000 Penalty: 11264.525391
	Iteration 64Q: 3 clusters Score -2159666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2159668.000000 Penalty: 11264.525391
	Iteration 65Q: 3 clusters Score -2159668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2159671.500000 Penalty: 11264.525391
	Iteration 66Q: 3 clusters Score -2159672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2159682.500000 Penalty: 11264.525391
	Iteration 67Q: 3 clusters Score -2159682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2159696.750000 Penalty: 11264.525391
	Iteration 68Q: 3 clusters Score -2159697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2159695.750000 Penalty: 11264.525391
	Iteration 69Q: 3 clusters Score -2159696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2159711.250000 Penalty: 11264.525391
	Iteration 70Q: 3 clusters Score -2159711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2159713.250000 Penalty: 11264.525391
	Iteration 71Q: 3 clusters Score -2159713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2159722.250000 Penalty: 11264.525391
	Iteration 72Q: 3 clusters Score -2159722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2159733.250000 Penalty: 11264.525391
	Iteration 73Q: 3 clusters Score -2159733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2159742.000000 Penalty: 11264.525391
	Iteration 74Q: 3 clusters Score -2159742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2159740.750000 Penalty: 11264.525391
	Iteration 75Q: 3 clusters Score -2159741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2159751.500000 Penalty: 11264.525391
	Iteration 76Q: 3 clusters Score -2159752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2159757.500000 Penalty: 11264.525391
	Iteration 77Q: 3 clusters Score -2159758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2159766.250000 Penalty: 11264.525391
	Iteration 78Q: 3 clusters Score -2159766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2159777.250000 Penalty: 11264.525391
	Iteration 79Q: 3 clusters Score -2159777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2159782.500000 Penalty: 11264.525391
	Iteration 80F: 3 clusters Score -2159782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2159793.250000 Penalty: 11264.525391
	Iteration 81Q: 3 clusters Score -2159793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2159797.750000 Penalty: 11264.525391
	Iteration 82Q: 3 clusters Score -2159798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2159802.250000 Penalty: 11264.525391
	Iteration 83Q: 3 clusters Score -2159802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2159806.750000 Penalty: 11264.525391
	Iteration 84Q: 3 clusters Score -2159807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2159814.750000 Penalty: 11264.525391
	Iteration 85Q: 3 clusters Score -2159815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2159828.000000 Penalty: 11264.525391
	Iteration 86Q: 3 clusters Score -2159828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2159835.500000 Penalty: 11264.525391
	Iteration 87Q: 3 clusters Score -2159836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2159839.000000 Penalty: 11264.525391
	Iteration 88Q: 3 clusters Score -2159839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2159846.000000 Penalty: 11264.525391
	Iteration 89Q: 3 clusters Score -2159846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2159850.250000 Penalty: 11264.525391
	Iteration 90Q: 3 clusters Score -2159850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2159857.500000 Penalty: 11264.525391
	Iteration 91Q: 3 clusters Score -2159858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2159868.500000 Penalty: 11264.525391
	Iteration 92Q: 3 clusters Score -2159868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2159872.750000 Penalty: 11264.525391
	Iteration 93Q: 3 clusters Score -2159873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2159873.250000 Penalty: 11264.525391
	Iteration 94Q: 3 clusters Score -2159873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2159872.750000 Penalty: 11264.525391
	Iteration 95Q: 3 clusters Score -2159873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2159888.750000 Penalty: 11264.525391
	Iteration 96Q: 3 clusters Score -2159889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2159892.500000 Penalty: 11264.525391
	Iteration 97Q: 3 clusters Score -2159892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2159901.500000 Penalty: 11264.525391
	Iteration 98Q: 3 clusters Score -2159902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2159899.500000 Penalty: 11264.525391
	Iteration 99Q: 3 clusters Score -2159900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2159912.250000 Penalty: 11264.525391
	Iteration 100F: 3 clusters Score -2159912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2159910.250000 Penalty: 11264.525391
	Iteration 101Q: 3 clusters Score -2159910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2159916.750000 Penalty: 11264.525391
	Iteration 102Q: 3 clusters Score -2159917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2159925.500000 Penalty: 11264.525391
	Iteration 103Q: 3 clusters Score -2159926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2159938.000000 Penalty: 11264.525391
	Iteration 104Q: 3 clusters Score -2159938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2159941.750000 Penalty: 11264.525391
	Iteration 105Q: 3 clusters Score -2159942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2159939.500000 Penalty: 11264.525391
	Iteration 106Q: 3 clusters Score -2159940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2159947.250000 Penalty: 11264.525391
	Iteration 107Q: 3 clusters Score -2159947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2159950.500000 Penalty: 11264.525391
	Iteration 108Q: 3 clusters Score -2159950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2159960.000000 Penalty: 11264.525391
	Iteration 109Q: 3 clusters Score -2159960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2159964.000000 Penalty: 11264.525391
	Iteration 110Q: 3 clusters Score -2159964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2159967.500000 Penalty: 11264.525391
	Iteration 111Q: 3 clusters Score -2159968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2159974.750000 Penalty: 11264.525391
	Iteration 112Q: 3 clusters Score -2159975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2159980.250000 Penalty: 11264.525391
	Iteration 113Q: 3 clusters Score -2159980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2159986.750000 Penalty: 11264.525391
	Iteration 114Q: 3 clusters Score -2159987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2159987.500000 Penalty: 11264.525391
	Iteration 115Q: 3 clusters Score -2159988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2159986.000000 Penalty: 11264.525391
	Iteration 116Q: 3 clusters Score -2159986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2159993.500000 Penalty: 11264.525391
	Iteration 117Q: 3 clusters Score -2159994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2159996.500000 Penalty: 11264.525391
	Iteration 118Q: 3 clusters Score -2159996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2159999.750000 Penalty: 11264.525391
	Iteration 119Q: 3 clusters Score -2160000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2160006.500000 Penalty: 11264.525391
	Iteration 120F: 3 clusters Score -2160006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2160007.750000 Penalty: 11264.525391
	Iteration 121Q: 3 clusters Score -2160008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2160008.250000 Penalty: 11264.525391
	Iteration 122Q: 3 clusters Score -2160008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2160010.250000 Penalty: 11264.525391
	Iteration 123Q: 3 clusters Score -2160010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2160009.500000 Penalty: 11264.525391
	Iteration 124Q: 3 clusters Score -2160010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2160015.000000 Penalty: 11264.525391
	Iteration 125Q: 3 clusters Score -2160015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2160016.000000 Penalty: 11264.525391
	Iteration 126Q: 3 clusters Score -2160016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2160023.250000 Penalty: 11264.525391
	Iteration 127Q: 3 clusters Score -2160023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2160024.250000 Penalty: 11264.525391
	Iteration 128Q: 3 clusters Score -2160024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2160027.750000 Penalty: 11264.525391
	Iteration 129Q: 3 clusters Score -2160028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2160027.000000 Penalty: 11264.525391
	Iteration 130Q: 3 clusters Score -2160027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2160023.750000 Penalty: 11264.525391
	Iteration 131Q: 3 clusters Score -2160024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2160023.750000 Penalty: 11264.525391
	Iteration 132F: 3 clusters Score -2160024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Entering Unmasked Estep 
Score: -16833408.000000 Penalty: 6863.919922
	Iteration 0F: 2 clusters Score -1.683341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -16782642.000000 Penalty: 13727.839844
	Iteration 0F: 3 clusters Score -1.678264e+07 nChanged 33058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -16800198.000000 Penalty: 13727.839844
	Iteration 1F: 3 clusters Score -1.68002e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -16801104.000000 Penalty: 13727.839844
	Iteration 2Q: 3 clusters Score -1.68011e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -16801858.000000 Penalty: 13727.839844
	Iteration 3Q: 3 clusters Score -1.680186e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -16802502.000000 Penalty: 13727.839844
	Iteration 4Q: 3 clusters Score -1.68025e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -16803126.000000 Penalty: 13727.839844
	Iteration 5Q: 3 clusters Score -1.680313e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -16803800.000000 Penalty: 13727.839844
	Iteration 6Q: 3 clusters Score -1.68038e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -16804466.000000 Penalty: 13727.839844
	Iteration 7Q: 3 clusters Score -1.680447e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -16805146.000000 Penalty: 13727.839844
	Iteration 8Q: 3 clusters Score -1.680515e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -16805966.000000 Penalty: 13727.839844
	Iteration 9Q: 3 clusters Score -1.680597e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -16806732.000000 Penalty: 13727.839844
	Iteration 10Q: 3 clusters Score -1.680673e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -16807798.000000 Penalty: 13727.839844
	Iteration 11Q: 3 clusters Score -1.68078e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -16808920.000000 Penalty: 13727.839844
	Iteration 12Q: 3 clusters Score -1.680892e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -16810232.000000 Penalty: 13727.839844
	Iteration 13Q: 3 clusters Score -1.681023e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -16811880.000000 Penalty: 13727.839844
	Iteration 14Q: 3 clusters Score -1.681188e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -16813574.000000 Penalty: 13727.839844
	Iteration 15Q: 3 clusters Score -1.681357e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -16815382.000000 Penalty: 13727.839844
	Iteration 16Q: 3 clusters Score -1.681538e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -16817468.000000 Penalty: 13727.839844
	Iteration 17Q: 3 clusters Score -1.681747e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -16819522.000000 Penalty: 13727.839844
	Iteration 18Q: 3 clusters Score -1.681952e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -16821426.000000 Penalty: 13727.839844
	Iteration 19Q: 3 clusters Score -1.682143e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -16823246.000000 Penalty: 13727.839844
	Iteration 20F: 3 clusters Score -1.682325e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -16824546.000000 Penalty: 13727.839844
	Iteration 21Q: 3 clusters Score -1.682455e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -16825518.000000 Penalty: 13727.839844
	Iteration 22Q: 3 clusters Score -1.682552e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 71445 members 
Entering Unmasked Estep 
Score: -16826178.000000 Penalty: 13727.839844
	Iteration 23Q: 3 clusters Score -1.682618e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -16826580.000000 Penalty: 13727.839844
	Iteration 24Q: 3 clusters Score -1.682658e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -16826896.000000 Penalty: 13727.839844
	Iteration 25Q: 3 clusters Score -1.68269e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -16827120.000000 Penalty: 13727.839844
	Iteration 26Q: 3 clusters Score -1.682712e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -16827250.000000 Penalty: 13727.839844
	Iteration 27Q: 3 clusters Score -1.682725e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -16827306.000000 Penalty: 13727.839844
	Iteration 28Q: 3 clusters Score -1.682731e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -16827364.000000 Penalty: 13727.839844
	Iteration 29Q: 3 clusters Score -1.682736e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -16827414.000000 Penalty: 13727.839844
	Iteration 30Q: 3 clusters Score -1.682741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -16827430.000000 Penalty: 13727.839844
	Iteration 31Q: 3 clusters Score -1.682743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -16827476.000000 Penalty: 13727.839844
	Iteration 32Q: 3 clusters Score -1.682748e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -16827492.000000 Penalty: 13727.839844
	Iteration 33Q: 3 clusters Score -1.682749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -16827508.000000 Penalty: 13727.839844
	Iteration 34Q: 3 clusters Score -1.682751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -16827530.000000 Penalty: 13727.839844
	Iteration 35Q: 3 clusters Score -1.682753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -16827558.000000 Penalty: 13727.839844
	Iteration 36Q: 3 clusters Score -1.682756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -16827558.000000 Penalty: 13727.839844
	Iteration 37Q: 3 clusters Score -1.682756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -16827544.000000 Penalty: 13727.839844
	Iteration 38Q: 3 clusters Score -1.682754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -16827556.000000 Penalty: 13727.839844
	Iteration 39Q: 3 clusters Score -1.682756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -16827544.000000 Penalty: 13727.839844
	Iteration 40F: 3 clusters Score -1.682754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -16827562.000000 Penalty: 13727.839844
	Iteration 41Q: 3 clusters Score -1.682756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -16827564.000000 Penalty: 13727.839844
	Iteration 42Q: 3 clusters Score -1.682756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -16827574.000000 Penalty: 13727.839844
	Iteration 43Q: 3 clusters Score -1.682757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -16827572.000000 Penalty: 13727.839844
	Iteration 44Q: 3 clusters Score -1.682757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -16827572.000000 Penalty: 13727.839844
	Iteration 45F: 3 clusters Score -1.682757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Entering Unmasked Estep 
Score: -9485272.000000 Penalty: 6530.002441
	Iteration 0F: 2 clusters Score -9485272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -9454196.000000 Penalty: 13060.004883
	Iteration 0F: 3 clusters Score -9454196 nChanged 18520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -9464299.000000 Penalty: 13060.004883
	Iteration 1F: 3 clusters Score -9464299 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -9465608.000000 Penalty: 13060.004883
	Iteration 2F: 3 clusters Score -9465608 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -9466762.000000 Penalty: 13060.004883
	Iteration 3F: 3 clusters Score -9466762 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -9467974.000000 Penalty: 13060.004883
	Iteration 4F: 3 clusters Score -9467974 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -9469119.000000 Penalty: 13060.004883
	Iteration 5F: 3 clusters Score -9469119 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -9470136.000000 Penalty: 13060.004883
	Iteration 6Q: 3 clusters Score -9470136 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -9471079.000000 Penalty: 13060.004883
	Iteration 7Q: 3 clusters Score -9471079 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -9471887.000000 Penalty: 13060.004883
	Iteration 8Q: 3 clusters Score -9471887 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -9472639.000000 Penalty: 13060.004883
	Iteration 9Q: 3 clusters Score -9472639 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -9473480.000000 Penalty: 13060.004883
	Iteration 10Q: 3 clusters Score -9473480 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -9474291.000000 Penalty: 13060.004883
	Iteration 11Q: 3 clusters Score -9474291 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -9475162.000000 Penalty: 13060.004883
	Iteration 12Q: 3 clusters Score -9475162 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -9475914.000000 Penalty: 13060.004883
	Iteration 13Q: 3 clusters Score -9475914 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -9476583.000000 Penalty: 13060.004883
	Iteration 14Q: 3 clusters Score -9476583 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -9477126.000000 Penalty: 13060.004883
	Iteration 15Q: 3 clusters Score -9477126 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -9477601.000000 Penalty: 13060.004883
	Iteration 16Q: 3 clusters Score -9477601 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -9477935.000000 Penalty: 13060.004883
	Iteration 17Q: 3 clusters Score -9477935 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -9478211.000000 Penalty: 13060.004883
	Iteration 18Q: 3 clusters Score -9478211 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -9478463.000000 Penalty: 13060.004883
	Iteration 19Q: 3 clusters Score -9478463 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -9478616.000000 Penalty: 13060.004883
	Iteration 20F: 3 clusters Score -9478616 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -9478848.000000 Penalty: 13060.004883
	Iteration 21Q: 3 clusters Score -9478848 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -9479062.000000 Penalty: 13060.004883
	Iteration 22Q: 3 clusters Score -9479062 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -9479168.000000 Penalty: 13060.004883
	Iteration 23Q: 3 clusters Score -9479168 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -9479289.000000 Penalty: 13060.004883
	Iteration 24Q: 3 clusters Score -9479289 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -9479430.000000 Penalty: 13060.004883
	Iteration 25Q: 3 clusters Score -9479430 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -9479551.000000 Penalty: 13060.004883
	Iteration 26Q: 3 clusters Score -9479551 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -9479670.000000 Penalty: 13060.004883
	Iteration 27Q: 3 clusters Score -9479670 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -9479781.000000 Penalty: 13060.004883
	Iteration 28Q: 3 clusters Score -9479781 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -9479930.000000 Penalty: 13060.004883
	Iteration 29Q: 3 clusters Score -9479930 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -9480036.000000 Penalty: 13060.004883
	Iteration 30Q: 3 clusters Score -9480036 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -9480135.000000 Penalty: 13060.004883
	Iteration 31Q: 3 clusters Score -9480135 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -9480256.000000 Penalty: 13060.004883
	Iteration 32Q: 3 clusters Score -9480256 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -9480322.000000 Penalty: 13060.004883
	Iteration 33Q: 3 clusters Score -9480322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -9480350.000000 Penalty: 13060.004883
	Iteration 34Q: 3 clusters Score -9480350 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -9480436.000000 Penalty: 13060.004883
	Iteration 35Q: 3 clusters Score -9480436 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -9480462.000000 Penalty: 13060.004883
	Iteration 36Q: 3 clusters Score -9480462 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -9480538.000000 Penalty: 13060.004883
	Iteration 37Q: 3 clusters Score -9480538 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -9480624.000000 Penalty: 13060.004883
	Iteration 38Q: 3 clusters Score -9480624 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -9480715.000000 Penalty: 13060.004883
	Iteration 39Q: 3 clusters Score -9480715 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -9480778.000000 Penalty: 13060.004883
	Iteration 40F: 3 clusters Score -9480778 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -9480827.000000 Penalty: 13060.004883
	Iteration 41Q: 3 clusters Score -9480827 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -9480877.000000 Penalty: 13060.004883
	Iteration 42Q: 3 clusters Score -9480877 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -9480937.000000 Penalty: 13060.004883
	Iteration 43Q: 3 clusters Score -9480937 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -9480986.000000 Penalty: 13060.004883
	Iteration 44Q: 3 clusters Score -9480986 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -9480989.000000 Penalty: 13060.004883
	Iteration 45Q: 3 clusters Score -9480989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -9481020.000000 Penalty: 13060.004883
	Iteration 46Q: 3 clusters Score -9481020 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -9481036.000000 Penalty: 13060.004883
	Iteration 47Q: 3 clusters Score -9481036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -9481073.000000 Penalty: 13060.004883
	Iteration 48Q: 3 clusters Score -9481073 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -9481064.000000 Penalty: 13060.004883
	Iteration 49Q: 3 clusters Score -9481064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9481105.000000 Penalty: 13060.004883
	Iteration 50Q: 3 clusters Score -9481105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9481114.000000 Penalty: 13060.004883
	Iteration 51Q: 3 clusters Score -9481114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -9481135.000000 Penalty: 13060.004883
	Iteration 52Q: 3 clusters Score -9481135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -9481147.000000 Penalty: 13060.004883
	Iteration 53Q: 3 clusters Score -9481147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -9481169.000000 Penalty: 13060.004883
	Iteration 54Q: 3 clusters Score -9481169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -9481173.000000 Penalty: 13060.004883
	Iteration 55Q: 3 clusters Score -9481173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -9481168.000000 Penalty: 13060.004883
	Iteration 56Q: 3 clusters Score -9481168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -9481169.000000 Penalty: 13060.004883
	Iteration 57Q: 3 clusters Score -9481169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -9481186.000000 Penalty: 13060.004883
	Iteration 58Q: 3 clusters Score -9481186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -9481196.000000 Penalty: 13060.004883
	Iteration 59Q: 3 clusters Score -9481196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9481197.000000 Penalty: 13060.004883
	Iteration 60F: 3 clusters Score -9481197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -9481206.000000 Penalty: 13060.004883
	Iteration 61Q: 3 clusters Score -9481206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -9481208.000000 Penalty: 13060.004883
	Iteration 62Q: 3 clusters Score -9481208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -9481212.000000 Penalty: 13060.004883
	Iteration 63Q: 3 clusters Score -9481212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -9481206.000000 Penalty: 13060.004883
	Iteration 64Q: 3 clusters Score -9481206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -9481202.000000 Penalty: 13060.004883
	Iteration 65Q: 3 clusters Score -9481202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -9481199.000000 Penalty: 13060.004883
	Iteration 66Q: 3 clusters Score -9481199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -9481204.000000 Penalty: 13060.004883
	Iteration 67Q: 3 clusters Score -9481204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -9481202.000000 Penalty: 13060.004883
	Iteration 68Q: 3 clusters Score -9481202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -9481199.000000 Penalty: 13060.004883
	Iteration 69Q: 3 clusters Score -9481199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -9481206.000000 Penalty: 13060.004883
	Iteration 70Q: 3 clusters Score -9481206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -9481203.000000 Penalty: 13060.004883
	Iteration 71Q: 3 clusters Score -9481203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -9481205.000000 Penalty: 13060.004883
	Iteration 72Q: 3 clusters Score -9481205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9481192.000000 Penalty: 13060.004883
	Iteration 73Q: 3 clusters Score -9481192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -9481198.000000 Penalty: 13060.004883
	Iteration 74Q: 3 clusters Score -9481198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9481201.000000 Penalty: 13060.004883
	Iteration 75Q: 3 clusters Score -9481201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9481209.000000 Penalty: 13060.004883
	Iteration 76Q: 3 clusters Score -9481209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9481204.000000 Penalty: 13060.004883
	Iteration 77Q: 3 clusters Score -9481204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9481204.000000 Penalty: 13060.004883
	Iteration 78F: 3 clusters Score -9481204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99077 members 
Entering Unmasked Estep 
Score: -22795722.000000 Penalty: 7045.987305
	Iteration 0F: 2 clusters Score -2.279572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -22729226.000000 Penalty: 14091.974609
	Iteration 0F: 3 clusters Score -2.272923e+07 nChanged 45103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -22754818.000000 Penalty: 14091.974609
	Iteration 1F: 3 clusters Score -2.275482e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -22757240.000000 Penalty: 14091.974609
	Iteration 2F: 3 clusters Score -2.275724e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -22760618.000000 Penalty: 14091.974609
	Iteration 3F: 3 clusters Score -2.276062e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -22765034.000000 Penalty: 14091.974609
	Iteration 4F: 3 clusters Score -2.276503e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -22769918.000000 Penalty: 14091.974609
	Iteration 5F: 3 clusters Score -2.276992e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -22775066.000000 Penalty: 14091.974609
	Iteration 6F: 3 clusters Score -2.277507e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -22779848.000000 Penalty: 14091.974609
	Iteration 7F: 3 clusters Score -2.277985e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75336 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -22783994.000000 Penalty: 14091.974609
	Iteration 8F: 3 clusters Score -2.278399e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78492 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -22787456.000000 Penalty: 14091.974609
	Iteration 9Q: 3 clusters Score -2.278746e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -22789686.000000 Penalty: 14091.974609
	Iteration 10Q: 3 clusters Score -2.278969e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -22790832.000000 Penalty: 14091.974609
	Iteration 11Q: 3 clusters Score -2.279083e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -22791476.000000 Penalty: 14091.974609
	Iteration 12Q: 3 clusters Score -2.279148e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -22792028.000000 Penalty: 14091.974609
	Iteration 13Q: 3 clusters Score -2.279203e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -22792276.000000 Penalty: 14091.974609
	Iteration 14Q: 3 clusters Score -2.279228e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86222 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -22792462.000000 Penalty: 14091.974609
	Iteration 15Q: 3 clusters Score -2.279246e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -22792602.000000 Penalty: 14091.974609
	Iteration 16Q: 3 clusters Score -2.27926e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -22792716.000000 Penalty: 14091.974609
	Iteration 17Q: 3 clusters Score -2.279272e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87591 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -22792870.000000 Penalty: 14091.974609
	Iteration 18Q: 3 clusters Score -2.279287e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87905 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -22792960.000000 Penalty: 14091.974609
	Iteration 19Q: 3 clusters Score -2.279296e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -22793038.000000 Penalty: 14091.974609
	Iteration 20F: 3 clusters Score -2.279304e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -22793076.000000 Penalty: 14091.974609
	Iteration 21Q: 3 clusters Score -2.279308e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88714 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -22793148.000000 Penalty: 14091.974609
	Iteration 22Q: 3 clusters Score -2.279315e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -22793218.000000 Penalty: 14091.974609
	Iteration 23Q: 3 clusters Score -2.279322e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89120 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -22793228.000000 Penalty: 14091.974609
	Iteration 24Q: 3 clusters Score -2.279323e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -22793284.000000 Penalty: 14091.974609
	Iteration 25Q: 3 clusters Score -2.279328e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -22793306.000000 Penalty: 14091.974609
	Iteration 26Q: 3 clusters Score -2.279331e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -22793282.000000 Penalty: 14091.974609
	Iteration 27Q: 3 clusters Score -2.279328e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -22793300.000000 Penalty: 14091.974609
	Iteration 28Q: 3 clusters Score -2.27933e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -22793328.000000 Penalty: 14091.974609
	Iteration 29Q: 3 clusters Score -2.279333e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -22793312.000000 Penalty: 14091.974609
	Iteration 30Q: 3 clusters Score -2.279331e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -22793360.000000 Penalty: 14091.974609
	Iteration 31Q: 3 clusters Score -2.279336e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -22793364.000000 Penalty: 14091.974609
	Iteration 32Q: 3 clusters Score -2.279336e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -22793396.000000 Penalty: 14091.974609
	Iteration 33Q: 3 clusters Score -2.27934e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -22793370.000000 Penalty: 14091.974609
	Iteration 34Q: 3 clusters Score -2.279337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90162 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -22793370.000000 Penalty: 14091.974609
	Iteration 35Q: 3 clusters Score -2.279337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -22793394.000000 Penalty: 14091.974609
	Iteration 36Q: 3 clusters Score -2.279339e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90249 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -22793424.000000 Penalty: 14091.974609
	Iteration 37Q: 3 clusters Score -2.279342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -22793434.000000 Penalty: 14091.974609
	Iteration 38Q: 3 clusters Score -2.279343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90304 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -22793442.000000 Penalty: 14091.974609
	Iteration 39Q: 3 clusters Score -2.279344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -22793458.000000 Penalty: 14091.974609
	Iteration 40F: 3 clusters Score -2.279346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -22793482.000000 Penalty: 14091.974609
	Iteration 41Q: 3 clusters Score -2.279348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -22793446.000000 Penalty: 14091.974609
	Iteration 42Q: 3 clusters Score -2.279345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -22793448.000000 Penalty: 14091.974609
	Iteration 43Q: 3 clusters Score -2.279345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -22793458.000000 Penalty: 14091.974609
	Iteration 44Q: 3 clusters Score -2.279346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -22793438.000000 Penalty: 14091.974609
	Iteration 45Q: 3 clusters Score -2.279344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -22793454.000000 Penalty: 14091.974609
	Iteration 46Q: 3 clusters Score -2.279345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90399 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -22793444.000000 Penalty: 14091.974609
	Iteration 47Q: 3 clusters Score -2.279344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -22793452.000000 Penalty: 14091.974609
	Iteration 48Q: 3 clusters Score -2.279345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -22793430.000000 Penalty: 14091.974609
	Iteration 49Q: 3 clusters Score -2.279343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90415 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -22793440.000000 Penalty: 14091.974609
	Iteration 50Q: 3 clusters Score -2.279344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90419 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -22793464.000000 Penalty: 14091.974609
	Iteration 51Q: 3 clusters Score -2.279346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -22793480.000000 Penalty: 14091.974609
	Iteration 52Q: 3 clusters Score -2.279348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -22793480.000000 Penalty: 14091.974609
	Iteration 53Q: 3 clusters Score -2.279348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -22793474.000000 Penalty: 14091.974609
	Iteration 54Q: 3 clusters Score -2.279347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90468 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -22793486.000000 Penalty: 14091.974609
	Iteration 55Q: 3 clusters Score -2.279349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -22793484.000000 Penalty: 14091.974609
	Iteration 56Q: 3 clusters Score -2.279348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -22793488.000000 Penalty: 14091.974609
	Iteration 57Q: 3 clusters Score -2.279349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -22793490.000000 Penalty: 14091.974609
	Iteration 58Q: 3 clusters Score -2.279349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -22793496.000000 Penalty: 14091.974609
	Iteration 59Q: 3 clusters Score -2.27935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -22793488.000000 Penalty: 14091.974609
	Iteration 60F: 3 clusters Score -2.279349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -22793508.000000 Penalty: 14091.974609
	Iteration 61Q: 3 clusters Score -2.279351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -22793510.000000 Penalty: 14091.974609
	Iteration 62Q: 3 clusters Score -2.279351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -22793518.000000 Penalty: 14091.974609
	Iteration 63Q: 3 clusters Score -2.279352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -22793514.000000 Penalty: 14091.974609
	Iteration 64Q: 3 clusters Score -2.279351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -22793516.000000 Penalty: 14091.974609
	Iteration 65Q: 3 clusters Score -2.279352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -22793552.000000 Penalty: 14091.974609
	Iteration 66Q: 3 clusters Score -2.279355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -22793550.000000 Penalty: 14091.974609
	Iteration 67Q: 3 clusters Score -2.279355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -22793562.000000 Penalty: 14091.974609
	Iteration 68Q: 3 clusters Score -2.279356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -22793550.000000 Penalty: 14091.974609
	Iteration 69Q: 3 clusters Score -2.279355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -22793532.000000 Penalty: 14091.974609
	Iteration 70Q: 3 clusters Score -2.279353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -22793538.000000 Penalty: 14091.974609
	Iteration 71Q: 3 clusters Score -2.279354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90647 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -22793532.000000 Penalty: 14091.974609
	Iteration 72Q: 3 clusters Score -2.279353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90662 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -22793516.000000 Penalty: 14091.974609
	Iteration 73Q: 3 clusters Score -2.279352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -22793522.000000 Penalty: 14091.974609
	Iteration 74Q: 3 clusters Score -2.279352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -22793558.000000 Penalty: 14091.974609
	Iteration 75Q: 3 clusters Score -2.279356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -22793554.000000 Penalty: 14091.974609
	Iteration 76Q: 3 clusters Score -2.279355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -22793562.000000 Penalty: 14091.974609
	Iteration 77Q: 3 clusters Score -2.279356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -22793552.000000 Penalty: 14091.974609
	Iteration 78Q: 3 clusters Score -2.279355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -22793570.000000 Penalty: 14091.974609
	Iteration 79Q: 3 clusters Score -2.279357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -22793558.000000 Penalty: 14091.974609
	Iteration 80F: 3 clusters Score -2.279356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -22793570.000000 Penalty: 14091.974609
	Iteration 81Q: 3 clusters Score -2.279357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -22793574.000000 Penalty: 14091.974609
	Iteration 82Q: 3 clusters Score -2.279357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -22793548.000000 Penalty: 14091.974609
	Iteration 83Q: 3 clusters Score -2.279355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -22793546.000000 Penalty: 14091.974609
	Iteration 84Q: 3 clusters Score -2.279355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -22793562.000000 Penalty: 14091.974609
	Iteration 85Q: 3 clusters Score -2.279356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -22793538.000000 Penalty: 14091.974609
	Iteration 86Q: 3 clusters Score -2.279354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -22793542.000000 Penalty: 14091.974609
	Iteration 87Q: 3 clusters Score -2.279354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -22793584.000000 Penalty: 14091.974609
	Iteration 88Q: 3 clusters Score -2.279358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90821 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -22793564.000000 Penalty: 14091.974609
	Iteration 89Q: 3 clusters Score -2.279356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -22793548.000000 Penalty: 14091.974609
	Iteration 90Q: 3 clusters Score -2.279355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -22793532.000000 Penalty: 14091.974609
	Iteration 91Q: 3 clusters Score -2.279353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -22793542.000000 Penalty: 14091.974609
	Iteration 92Q: 3 clusters Score -2.279354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90851 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -22793522.000000 Penalty: 14091.974609
	Iteration 93Q: 3 clusters Score -2.279352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90855 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -22793528.000000 Penalty: 14091.974609
	Iteration 94Q: 3 clusters Score -2.279353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -22793502.000000 Penalty: 14091.974609
	Iteration 95Q: 3 clusters Score -2.27935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -22793514.000000 Penalty: 14091.974609
	Iteration 96Q: 3 clusters Score -2.279351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90865 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -22793502.000000 Penalty: 14091.974609
	Iteration 97Q: 3 clusters Score -2.27935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -22793512.000000 Penalty: 14091.974609
	Iteration 98Q: 3 clusters Score -2.279351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -22793512.000000 Penalty: 14091.974609
	Iteration 99F: 3 clusters Score -2.279351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Entering Unmasked Estep 
Score: -7679359.500000 Penalty: 6385.776367
	Iteration 0F: 2 clusters Score -7679360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -7654183.000000 Penalty: 12771.552734
	Iteration 0F: 3 clusters Score -7654183 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -7661604.000000 Penalty: 12771.552734
	Iteration 1F: 3 clusters Score -7661604 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -7662377.000000 Penalty: 12771.552734
	Iteration 2F: 3 clusters Score -7662377 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -7662878.500000 Penalty: 12771.552734
	Iteration 3Q: 3 clusters Score -7662878 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -7663329.000000 Penalty: 12771.552734
	Iteration 4Q: 3 clusters Score -7663329 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -7663697.500000 Penalty: 12771.552734
	Iteration 5Q: 3 clusters Score -7663698 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -7664098.500000 Penalty: 12771.552734
	Iteration 6Q: 3 clusters Score -7664098 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -7664427.000000 Penalty: 12771.552734
	Iteration 7Q: 3 clusters Score -7664427 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -7664854.500000 Penalty: 12771.552734
	Iteration 8Q: 3 clusters Score -7664854 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -7665453.000000 Penalty: 12771.552734
	Iteration 9Q: 3 clusters Score -7665453 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -7666133.000000 Penalty: 12771.552734
	Iteration 10Q: 3 clusters Score -7666133 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -7667047.500000 Penalty: 12771.552734
	Iteration 11Q: 3 clusters Score -7667048 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -7668094.500000 Penalty: 12771.552734
	Iteration 12Q: 3 clusters Score -7668094 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -7669196.500000 Penalty: 12771.552734
	Iteration 13Q: 3 clusters Score -7669196 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -7670254.500000 Penalty: 12771.552734
	Iteration 14Q: 3 clusters Score -7670254 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -7671261.000000 Penalty: 12771.552734
	Iteration 15Q: 3 clusters Score -7671261 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -7671961.000000 Penalty: 12771.552734
	Iteration 16Q: 3 clusters Score -7671961 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -7672496.500000 Penalty: 12771.552734
	Iteration 17Q: 3 clusters Score -7672496 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -7672886.500000 Penalty: 12771.552734
	Iteration 18Q: 3 clusters Score -7672886 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -7673159.500000 Penalty: 12771.552734
	Iteration 19Q: 3 clusters Score -7673160 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -7673338.500000 Penalty: 12771.552734
	Iteration 20F: 3 clusters Score -7673338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -7673445.000000 Penalty: 12771.552734
	Iteration 21Q: 3 clusters Score -7673445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -7673507.000000 Penalty: 12771.552734
	Iteration 22Q: 3 clusters Score -7673507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -7673579.500000 Penalty: 12771.552734
	Iteration 23Q: 3 clusters Score -7673580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -7673629.500000 Penalty: 12771.552734
	Iteration 24Q: 3 clusters Score -7673630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -7673650.500000 Penalty: 12771.552734
	Iteration 25Q: 3 clusters Score -7673650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -7673669.500000 Penalty: 12771.552734
	Iteration 26Q: 3 clusters Score -7673670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -7673690.000000 Penalty: 12771.552734
	Iteration 27Q: 3 clusters Score -7673690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -7673705.000000 Penalty: 12771.552734
	Iteration 28Q: 3 clusters Score -7673705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -7673705.000000 Penalty: 12771.552734
	Iteration 29Q: 3 clusters Score -7673705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -7673705.000000 Penalty: 12771.552734
	Iteration 30Q: 3 clusters Score -7673705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -7673716.500000 Penalty: 12771.552734
	Iteration 31Q: 3 clusters Score -7673716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -7673723.000000 Penalty: 12771.552734
	Iteration 32Q: 3 clusters Score -7673723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -7673730.500000 Penalty: 12771.552734
	Iteration 33Q: 3 clusters Score -7673730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -7673728.500000 Penalty: 12771.552734
	Iteration 34Q: 3 clusters Score -7673728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -7673729.000000 Penalty: 12771.552734
	Iteration 35Q: 3 clusters Score -7673729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -7673730.000000 Penalty: 12771.552734
	Iteration 36Q: 3 clusters Score -7673730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -7673723.000000 Penalty: 12771.552734
	Iteration 37Q: 3 clusters Score -7673723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -7673742.500000 Penalty: 12771.552734
	Iteration 38Q: 3 clusters Score -7673742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -7673737.000000 Penalty: 12771.552734
	Iteration 39Q: 3 clusters Score -7673737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -7673738.000000 Penalty: 12771.552734
	Iteration 40F: 3 clusters Score -7673738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Entering Unmasked Estep 
Score: -20699726.000000 Penalty: 6990.080078
	Iteration 0F: 2 clusters Score -2.069973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -20638346.000000 Penalty: 13980.160156
	Iteration 0F: 3 clusters Score -2.063835e+07 nChanged 41145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -20661152.000000 Penalty: 13980.160156
	Iteration 1F: 3 clusters Score -2.066115e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -20662562.000000 Penalty: 13980.160156
	Iteration 2Q: 3 clusters Score -2.066256e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -20664290.000000 Penalty: 13980.160156
	Iteration 3Q: 3 clusters Score -2.066429e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -20666646.000000 Penalty: 13980.160156
	Iteration 4Q: 3 clusters Score -2.066665e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -20670034.000000 Penalty: 13980.160156
	Iteration 5F: 3 clusters Score -2.067003e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -20674456.000000 Penalty: 13980.160156
	Iteration 6F: 3 clusters Score -2.067446e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -20679084.000000 Penalty: 13980.160156
	Iteration 7F: 3 clusters Score -2.067908e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -20682758.000000 Penalty: 13980.160156
	Iteration 8F: 3 clusters Score -2.068276e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -20686144.000000 Penalty: 13980.160156
	Iteration 9F: 3 clusters Score -2.068614e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -20688742.000000 Penalty: 13980.160156
	Iteration 10Q: 3 clusters Score -2.068874e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -20690950.000000 Penalty: 13980.160156
	Iteration 11Q: 3 clusters Score -2.069095e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -20692660.000000 Penalty: 13980.160156
	Iteration 12Q: 3 clusters Score -2.069266e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -20693902.000000 Penalty: 13980.160156
	Iteration 13Q: 3 clusters Score -2.06939e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -20694862.000000 Penalty: 13980.160156
	Iteration 14Q: 3 clusters Score -2.069486e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -20695596.000000 Penalty: 13980.160156
	Iteration 15Q: 3 clusters Score -2.06956e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -20696168.000000 Penalty: 13980.160156
	Iteration 16Q: 3 clusters Score -2.069617e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -20696752.000000 Penalty: 13980.160156
	Iteration 17Q: 3 clusters Score -2.069675e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -20697180.000000 Penalty: 13980.160156
	Iteration 18Q: 3 clusters Score -2.069718e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -20697544.000000 Penalty: 13980.160156
	Iteration 19Q: 3 clusters Score -2.069754e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -20697790.000000 Penalty: 13980.160156
	Iteration 20F: 3 clusters Score -2.069779e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -20697898.000000 Penalty: 13980.160156
	Iteration 21Q: 3 clusters Score -2.06979e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -20698050.000000 Penalty: 13980.160156
	Iteration 22Q: 3 clusters Score -2.069805e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -20698166.000000 Penalty: 13980.160156
	Iteration 23Q: 3 clusters Score -2.069817e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -20698216.000000 Penalty: 13980.160156
	Iteration 24Q: 3 clusters Score -2.069822e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -20698222.000000 Penalty: 13980.160156
	Iteration 25Q: 3 clusters Score -2.069822e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -20698256.000000 Penalty: 13980.160156
	Iteration 26Q: 3 clusters Score -2.069826e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -20698292.000000 Penalty: 13980.160156
	Iteration 27Q: 3 clusters Score -2.069829e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -20698270.000000 Penalty: 13980.160156
	Iteration 28Q: 3 clusters Score -2.069827e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -20698288.000000 Penalty: 13980.160156
	Iteration 29Q: 3 clusters Score -2.069829e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -20698266.000000 Penalty: 13980.160156
	Iteration 30Q: 3 clusters Score -2.069827e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -20698270.000000 Penalty: 13980.160156
	Iteration 31Q: 3 clusters Score -2.069827e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -20698252.000000 Penalty: 13980.160156
	Iteration 32Q: 3 clusters Score -2.069825e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -20698260.000000 Penalty: 13980.160156
	Iteration 33Q: 3 clusters Score -2.069826e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -20698236.000000 Penalty: 13980.160156
	Iteration 34Q: 3 clusters Score -2.069824e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -20698258.000000 Penalty: 13980.160156
	Iteration 35Q: 3 clusters Score -2.069826e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -20698274.000000 Penalty: 13980.160156
	Iteration 36Q: 3 clusters Score -2.069827e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -20698266.000000 Penalty: 13980.160156
	Iteration 37Q: 3 clusters Score -2.069827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -20698234.000000 Penalty: 13980.160156
	Iteration 38Q: 3 clusters Score -2.069823e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -20698240.000000 Penalty: 13980.160156
	Iteration 39Q: 3 clusters Score -2.069824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -20698254.000000 Penalty: 13980.160156
	Iteration 40F: 3 clusters Score -2.069825e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -20698278.000000 Penalty: 13980.160156
	Iteration 41Q: 3 clusters Score -2.069828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -20698266.000000 Penalty: 13980.160156
	Iteration 42Q: 3 clusters Score -2.069827e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -20698258.000000 Penalty: 13980.160156
	Iteration 43Q: 3 clusters Score -2.069826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -20698272.000000 Penalty: 13980.160156
	Iteration 44Q: 3 clusters Score -2.069827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -20698282.000000 Penalty: 13980.160156
	Iteration 45Q: 3 clusters Score -2.069828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -20698304.000000 Penalty: 13980.160156
	Iteration 46Q: 3 clusters Score -2.06983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -20698324.000000 Penalty: 13980.160156
	Iteration 47Q: 3 clusters Score -2.069832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -20698338.000000 Penalty: 13980.160156
	Iteration 48Q: 3 clusters Score -2.069834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -20698346.000000 Penalty: 13980.160156
	Iteration 49Q: 3 clusters Score -2.069835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -20698340.000000 Penalty: 13980.160156
	Iteration 50Q: 3 clusters Score -2.069834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -20698330.000000 Penalty: 13980.160156
	Iteration 51Q: 3 clusters Score -2.069833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -20698316.000000 Penalty: 13980.160156
	Iteration 52Q: 3 clusters Score -2.069832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -20698316.000000 Penalty: 13980.160156
	Iteration 53Q: 3 clusters Score -2.069832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -20698310.000000 Penalty: 13980.160156
	Iteration 54Q: 3 clusters Score -2.069831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -20698322.000000 Penalty: 13980.160156
	Iteration 55Q: 3 clusters Score -2.069832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -20698312.000000 Penalty: 13980.160156
	Iteration 56Q: 3 clusters Score -2.069831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -20698306.000000 Penalty: 13980.160156
	Iteration 57Q: 3 clusters Score -2.069831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -20698310.000000 Penalty: 13980.160156
	Iteration 58Q: 3 clusters Score -2.069831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -20698302.000000 Penalty: 13980.160156
	Iteration 59Q: 3 clusters Score -2.06983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -20698320.000000 Penalty: 13980.160156
	Iteration 60F: 3 clusters Score -2.069832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -20698306.000000 Penalty: 13980.160156
	Iteration 61Q: 3 clusters Score -2.069831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -20698324.000000 Penalty: 13980.160156
	Iteration 62Q: 3 clusters Score -2.069832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -20698330.000000 Penalty: 13980.160156
	Iteration 63Q: 3 clusters Score -2.069833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -20698322.000000 Penalty: 13980.160156
	Iteration 64Q: 3 clusters Score -2.069832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -20698322.000000 Penalty: 13980.160156
	Iteration 65Q: 3 clusters Score -2.069832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -20698310.000000 Penalty: 13980.160156
	Iteration 66Q: 3 clusters Score -2.069831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -20698304.000000 Penalty: 13980.160156
	Iteration 67Q: 3 clusters Score -2.06983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -20698306.000000 Penalty: 13980.160156
	Iteration 68Q: 3 clusters Score -2.069831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -20698316.000000 Penalty: 13980.160156
	Iteration 69Q: 3 clusters Score -2.069832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -20698314.000000 Penalty: 13980.160156
	Iteration 70Q: 3 clusters Score -2.069831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -20698314.000000 Penalty: 13980.160156
	Iteration 71F: 3 clusters Score -2.069831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Entering Unmasked Estep 
Score: -11767478.000000 Penalty: 6671.205078
	Iteration 0F: 2 clusters Score -1.176748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -11729471.000000 Penalty: 13342.410156
	Iteration 0F: 3 clusters Score -1.172947e+07 nChanged 23671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -11742435.000000 Penalty: 13342.410156
	Iteration 1F: 3 clusters Score -1.174244e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -11743688.000000 Penalty: 13342.410156
	Iteration 2F: 3 clusters Score -1.174369e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -11744983.000000 Penalty: 13342.410156
	Iteration 3F: 3 clusters Score -1.174498e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -11746427.000000 Penalty: 13342.410156
	Iteration 4F: 3 clusters Score -1.174643e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -11748027.000000 Penalty: 13342.410156
	Iteration 5F: 3 clusters Score -1.174803e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -11749799.000000 Penalty: 13342.410156
	Iteration 6F: 3 clusters Score -1.17498e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -11751730.000000 Penalty: 13342.410156
	Iteration 7F: 3 clusters Score -1.175173e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -11753774.000000 Penalty: 13342.410156
	Iteration 8F: 3 clusters Score -1.175377e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -11755650.000000 Penalty: 13342.410156
	Iteration 9F: 3 clusters Score -1.175565e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -11757302.000000 Penalty: 13342.410156
	Iteration 10Q: 3 clusters Score -1.17573e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -11758705.000000 Penalty: 13342.410156
	Iteration 11Q: 3 clusters Score -1.17587e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -11759818.000000 Penalty: 13342.410156
	Iteration 12Q: 3 clusters Score -1.175982e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -11760837.000000 Penalty: 13342.410156
	Iteration 13Q: 3 clusters Score -1.176084e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -11761455.000000 Penalty: 13342.410156
	Iteration 14Q: 3 clusters Score -1.176146e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -11761861.000000 Penalty: 13342.410156
	Iteration 15Q: 3 clusters Score -1.176186e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -11762170.000000 Penalty: 13342.410156
	Iteration 16Q: 3 clusters Score -1.176217e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -11762364.000000 Penalty: 13342.410156
	Iteration 17Q: 3 clusters Score -1.176236e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -11762490.000000 Penalty: 13342.410156
	Iteration 18Q: 3 clusters Score -1.176249e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -11762644.000000 Penalty: 13342.410156
	Iteration 19Q: 3 clusters Score -1.176264e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -11762741.000000 Penalty: 13342.410156
	Iteration 20F: 3 clusters Score -1.176274e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -11762818.000000 Penalty: 13342.410156
	Iteration 21Q: 3 clusters Score -1.176282e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -11762863.000000 Penalty: 13342.410156
	Iteration 22Q: 3 clusters Score -1.176286e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -11762924.000000 Penalty: 13342.410156
	Iteration 23Q: 3 clusters Score -1.176292e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -11762969.000000 Penalty: 13342.410156
	Iteration 24Q: 3 clusters Score -1.176297e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -11762998.000000 Penalty: 13342.410156
	Iteration 25Q: 3 clusters Score -1.1763e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -11763027.000000 Penalty: 13342.410156
	Iteration 26Q: 3 clusters Score -1.176303e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -11763086.000000 Penalty: 13342.410156
	Iteration 27Q: 3 clusters Score -1.176309e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -11763124.000000 Penalty: 13342.410156
	Iteration 28Q: 3 clusters Score -1.176312e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -11763170.000000 Penalty: 13342.410156
	Iteration 29Q: 3 clusters Score -1.176317e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -11763202.000000 Penalty: 13342.410156
	Iteration 30Q: 3 clusters Score -1.17632e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -11763218.000000 Penalty: 13342.410156
	Iteration 31Q: 3 clusters Score -1.176322e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -11763255.000000 Penalty: 13342.410156
	Iteration 32Q: 3 clusters Score -1.176326e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -11763275.000000 Penalty: 13342.410156
	Iteration 33Q: 3 clusters Score -1.176328e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -11763286.000000 Penalty: 13342.410156
	Iteration 34Q: 3 clusters Score -1.176329e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -11763281.000000 Penalty: 13342.410156
	Iteration 35Q: 3 clusters Score -1.176328e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -11763291.000000 Penalty: 13342.410156
	Iteration 36Q: 3 clusters Score -1.176329e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -11763329.000000 Penalty: 13342.410156
	Iteration 37Q: 3 clusters Score -1.176333e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -11763326.000000 Penalty: 13342.410156
	Iteration 38Q: 3 clusters Score -1.176333e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -11763343.000000 Penalty: 13342.410156
	Iteration 39Q: 3 clusters Score -1.176334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -11763347.000000 Penalty: 13342.410156
	Iteration 40F: 3 clusters Score -1.176335e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -11763341.000000 Penalty: 13342.410156
	Iteration 41Q: 3 clusters Score -1.176334e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -11763344.000000 Penalty: 13342.410156
	Iteration 42Q: 3 clusters Score -1.176334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -11763353.000000 Penalty: 13342.410156
	Iteration 43Q: 3 clusters Score -1.176335e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -11763351.000000 Penalty: 13342.410156
	Iteration 44Q: 3 clusters Score -1.176335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -11763351.000000 Penalty: 13342.410156
	Iteration 45Q: 3 clusters Score -1.176335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -11763361.000000 Penalty: 13342.410156
	Iteration 46Q: 3 clusters Score -1.176336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -11763371.000000 Penalty: 13342.410156
	Iteration 47Q: 3 clusters Score -1.176337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -11763384.000000 Penalty: 13342.410156
	Iteration 48Q: 3 clusters Score -1.176338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -11763369.000000 Penalty: 13342.410156
	Iteration 49Q: 3 clusters Score -1.176337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -11763363.000000 Penalty: 13342.410156
	Iteration 50Q: 3 clusters Score -1.176336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -11763368.000000 Penalty: 13342.410156
	Iteration 51Q: 3 clusters Score -1.176337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -11763370.000000 Penalty: 13342.410156
	Iteration 52Q: 3 clusters Score -1.176337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -11763373.000000 Penalty: 13342.410156
	Iteration 53Q: 3 clusters Score -1.176337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -11763368.000000 Penalty: 13342.410156
	Iteration 54Q: 3 clusters Score -1.176337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -11763374.000000 Penalty: 13342.410156
	Iteration 55Q: 3 clusters Score -1.176337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -11763379.000000 Penalty: 13342.410156
	Iteration 56Q: 3 clusters Score -1.176338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -11763388.000000 Penalty: 13342.410156
	Iteration 57Q: 3 clusters Score -1.176339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -11763391.000000 Penalty: 13342.410156
	Iteration 58Q: 3 clusters Score -1.176339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -11763382.000000 Penalty: 13342.410156
	Iteration 59Q: 3 clusters Score -1.176338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -11763378.000000 Penalty: 13342.410156
	Iteration 60F: 3 clusters Score -1.176338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -11763377.000000 Penalty: 13342.410156
	Iteration 61Q: 3 clusters Score -1.176338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -11763386.000000 Penalty: 13342.410156
	Iteration 62Q: 3 clusters Score -1.176339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -11763397.000000 Penalty: 13342.410156
	Iteration 63Q: 3 clusters Score -1.17634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -11763394.000000 Penalty: 13342.410156
	Iteration 64Q: 3 clusters Score -1.176339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -11763391.000000 Penalty: 13342.410156
	Iteration 65Q: 3 clusters Score -1.176339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -11763390.000000 Penalty: 13342.410156
	Iteration 66Q: 3 clusters Score -1.176339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -11763392.000000 Penalty: 13342.410156
	Iteration 67Q: 3 clusters Score -1.176339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -11763392.000000 Penalty: 13342.410156
	Iteration 68F: 3 clusters Score -1.176339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (149904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149904 members 
Entering Unmasked Estep 
Score: -34190756.000000 Penalty: 7299.622070
	Iteration 0F: 2 clusters Score -3.419076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -34103544.000000 Penalty: 14599.244141
	Iteration 0F: 3 clusters Score -3.410354e+07 nChanged 69592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -34142532.000000 Penalty: 14599.244141
	Iteration 1F: 3 clusters Score -3.414253e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -34144172.000000 Penalty: 14599.244141
	Iteration 2Q: 3 clusters Score -3.414417e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -34145840.000000 Penalty: 14599.244141
	Iteration 3Q: 3 clusters Score -3.414584e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -34147688.000000 Penalty: 14599.244141
	Iteration 4Q: 3 clusters Score -3.414769e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -34149952.000000 Penalty: 14599.244141
	Iteration 5Q: 3 clusters Score -3.414995e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -34153072.000000 Penalty: 14599.244141
	Iteration 6Q: 3 clusters Score -3.415307e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -34157768.000000 Penalty: 14599.244141
	Iteration 7F: 3 clusters Score -3.415777e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 107662 members 
Entering Unmasked Estep 
Score: -34164052.000000 Penalty: 14599.244141
	Iteration 8F: 3 clusters Score -3.416405e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 116831 members 
Entering Unmasked Estep 
Score: -34171612.000000 Penalty: 14599.244141
	Iteration 9F: 3 clusters Score -3.417161e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 125200 members 
Entering Unmasked Estep 
Score: -34177620.000000 Penalty: 14599.244141
	Iteration 10F: 3 clusters Score -3.417762e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 131532 members 
Entering Unmasked Estep 
Score: -34181092.000000 Penalty: 14599.244141
	Iteration 11Q: 3 clusters Score -3.418109e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 135872 members 
Entering Unmasked Estep 
Score: -34182936.000000 Penalty: 14599.244141
	Iteration 12Q: 3 clusters Score -3.418294e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 138698 members 
Entering Unmasked Estep 
Score: -34184196.000000 Penalty: 14599.244141
	Iteration 13Q: 3 clusters Score -3.41842e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 140605 members 
Entering Unmasked Estep 
Score: -34184860.000000 Penalty: 14599.244141
	Iteration 14Q: 3 clusters Score -3.418486e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 141933 members 
Entering Unmasked Estep 
Score: -34185432.000000 Penalty: 14599.244141
	Iteration 15Q: 3 clusters Score -3.418543e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 142824 members 
Entering Unmasked Estep 
Score: -34185584.000000 Penalty: 14599.244141
	Iteration 16Q: 3 clusters Score -3.418558e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 143411 members 
Entering Unmasked Estep 
Score: -34185828.000000 Penalty: 14599.244141
	Iteration 17Q: 3 clusters Score -3.418583e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 143850 members 
Entering Unmasked Estep 
Score: -34185824.000000 Penalty: 14599.244141
	Iteration 18Q: 3 clusters Score -3.418582e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 144199 members 
Entering Unmasked Estep 
Score: -34185956.000000 Penalty: 14599.244141
	Iteration 19Q: 3 clusters Score -3.418596e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 144466 members 
Entering Unmasked Estep 
Score: -34186068.000000 Penalty: 14599.244141
	Iteration 20F: 3 clusters Score -3.418607e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 144692 members 
Entering Unmasked Estep 
Score: -34186140.000000 Penalty: 14599.244141
	Iteration 21Q: 3 clusters Score -3.418614e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 144861 members 
Entering Unmasked Estep 
Score: -34186220.000000 Penalty: 14599.244141
	Iteration 22Q: 3 clusters Score -3.418622e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 144988 members 
Entering Unmasked Estep 
Score: -34186276.000000 Penalty: 14599.244141
	Iteration 23Q: 3 clusters Score -3.418628e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 145099 members 
Entering Unmasked Estep 
Score: -34186336.000000 Penalty: 14599.244141
	Iteration 24Q: 3 clusters Score -3.418634e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 145195 members 
Entering Unmasked Estep 
Score: -34186356.000000 Penalty: 14599.244141
	Iteration 25Q: 3 clusters Score -3.418636e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -34186372.000000 Penalty: 14599.244141
	Iteration 26Q: 3 clusters Score -3.418637e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 145322 members 
Entering Unmasked Estep 
Score: -34186408.000000 Penalty: 14599.244141
	Iteration 27Q: 3 clusters Score -3.418641e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 145381 members 
Entering Unmasked Estep 
Score: -34186448.000000 Penalty: 14599.244141
	Iteration 28Q: 3 clusters Score -3.418645e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 145436 members 
Entering Unmasked Estep 
Score: -34186428.000000 Penalty: 14599.244141
	Iteration 29Q: 3 clusters Score -3.418643e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 145477 members 
Entering Unmasked Estep 
Score: -34186456.000000 Penalty: 14599.244141
	Iteration 30Q: 3 clusters Score -3.418646e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 145509 members 
Entering Unmasked Estep 
Score: -34186488.000000 Penalty: 14599.244141
	Iteration 31Q: 3 clusters Score -3.418649e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 145531 members 
Entering Unmasked Estep 
Score: -34186464.000000 Penalty: 14599.244141
	Iteration 32Q: 3 clusters Score -3.418646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 145558 members 
Entering Unmasked Estep 
Score: -34186528.000000 Penalty: 14599.244141
	Iteration 33Q: 3 clusters Score -3.418653e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 145576 members 
Entering Unmasked Estep 
Score: -34186504.000000 Penalty: 14599.244141
	Iteration 34Q: 3 clusters Score -3.41865e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 145589 members 
Entering Unmasked Estep 
Score: -34186520.000000 Penalty: 14599.244141
	Iteration 35Q: 3 clusters Score -3.418652e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 145606 members 
Entering Unmasked Estep 
Score: -34186528.000000 Penalty: 14599.244141
	Iteration 36Q: 3 clusters Score -3.418653e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 145609 members 
Entering Unmasked Estep 
Score: -34186556.000000 Penalty: 14599.244141
	Iteration 37Q: 3 clusters Score -3.418656e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 145625 members 
Entering Unmasked Estep 
Score: -34186540.000000 Penalty: 14599.244141
	Iteration 38Q: 3 clusters Score -3.418654e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 145642 members 
Entering Unmasked Estep 
Score: -34186528.000000 Penalty: 14599.244141
	Iteration 39Q: 3 clusters Score -3.418653e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 145652 members 
Entering Unmasked Estep 
Score: -34186532.000000 Penalty: 14599.244141
	Iteration 40F: 3 clusters Score -3.418653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 145653 members 
Entering Unmasked Estep 
Score: -34186536.000000 Penalty: 14599.244141
	Iteration 41Q: 3 clusters Score -3.418654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 145655 members 
Entering Unmasked Estep 
Score: -34186552.000000 Penalty: 14599.244141
	Iteration 42Q: 3 clusters Score -3.418655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 145656 members 
Entering Unmasked Estep 
Score: -34186556.000000 Penalty: 14599.244141
	Iteration 43Q: 3 clusters Score -3.418656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 145655 members 
Entering Unmasked Estep 
Score: -34186556.000000 Penalty: 14599.244141
	Iteration 44Q: 3 clusters Score -3.418656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 145664 members 
Entering Unmasked Estep 
Score: -34186552.000000 Penalty: 14599.244141
	Iteration 45Q: 3 clusters Score -3.418655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 145667 members 
Entering Unmasked Estep 
Score: -34186596.000000 Penalty: 14599.244141
	Iteration 46Q: 3 clusters Score -3.41866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 145666 members 
Entering Unmasked Estep 
Score: -34186572.000000 Penalty: 14599.244141
	Iteration 47Q: 3 clusters Score -3.418657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 145665 members 
Entering Unmasked Estep 
Score: -34186572.000000 Penalty: 14599.244141
	Iteration 48Q: 3 clusters Score -3.418657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 145660 members 
Entering Unmasked Estep 
Score: -34186580.000000 Penalty: 14599.244141
	Iteration 49Q: 3 clusters Score -3.418658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 145656 members 
Entering Unmasked Estep 
Score: -34186572.000000 Penalty: 14599.244141
	Iteration 50Q: 3 clusters Score -3.418657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 145659 members 
Entering Unmasked Estep 
Score: -34186588.000000 Penalty: 14599.244141
	Iteration 51Q: 3 clusters Score -3.418659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 145660 members 
Entering Unmasked Estep 
Score: -34186584.000000 Penalty: 14599.244141
	Iteration 52Q: 3 clusters Score -3.418658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 145667 members 
Entering Unmasked Estep 
Score: -34186592.000000 Penalty: 14599.244141
	Iteration 53Q: 3 clusters Score -3.418659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 145669 members 
Entering Unmasked Estep 
Score: -34186604.000000 Penalty: 14599.244141
	Iteration 54Q: 3 clusters Score -3.41866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 145677 members 
Entering Unmasked Estep 
Score: -34186608.000000 Penalty: 14599.244141
	Iteration 55Q: 3 clusters Score -3.418661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 145683 members 
Entering Unmasked Estep 
Score: -34186604.000000 Penalty: 14599.244141
	Iteration 56Q: 3 clusters Score -3.41866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 145681 members 
Entering Unmasked Estep 
Score: -34186620.000000 Penalty: 14599.244141
	Iteration 57Q: 3 clusters Score -3.418662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 145681 members 
Entering Unmasked Estep 
Score: -34186628.000000 Penalty: 14599.244141
	Iteration 58Q: 3 clusters Score -3.418663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 145682 members 
Entering Unmasked Estep 
Score: -34186632.000000 Penalty: 14599.244141
	Iteration 59Q: 3 clusters Score -3.418663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 145684 members 
Entering Unmasked Estep 
Score: -34186624.000000 Penalty: 14599.244141
	Iteration 60F: 3 clusters Score -3.418662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 145690 members 
Entering Unmasked Estep 
Score: -34186616.000000 Penalty: 14599.244141
	Iteration 61Q: 3 clusters Score -3.418662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 145694 members 
Entering Unmasked Estep 
Score: -34186600.000000 Penalty: 14599.244141
	Iteration 62Q: 3 clusters Score -3.41866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 145699 members 
Entering Unmasked Estep 
Score: -34186596.000000 Penalty: 14599.244141
	Iteration 63Q: 3 clusters Score -3.41866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 145704 members 
Entering Unmasked Estep 
Score: -34186608.000000 Penalty: 14599.244141
	Iteration 64Q: 3 clusters Score -3.418661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 145706 members 
Entering Unmasked Estep 
Score: -34186608.000000 Penalty: 14599.244141
	Iteration 65Q: 3 clusters Score -3.418661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 145704 members 
Entering Unmasked Estep 
Score: -34186600.000000 Penalty: 14599.244141
	Iteration 66Q: 3 clusters Score -3.41866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -34186608.000000 Penalty: 14599.244141
	Iteration 67Q: 3 clusters Score -3.418661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -34186608.000000 Penalty: 14599.244141
	Iteration 68Q: 3 clusters Score -3.418661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -34186592.000000 Penalty: 14599.244141
	Iteration 69Q: 3 clusters Score -3.418659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 145704 members 
Entering Unmasked Estep 
Score: -34186592.000000 Penalty: 14599.244141
	Iteration 70Q: 3 clusters Score -3.418659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -34186584.000000 Penalty: 14599.244141
	Iteration 71Q: 3 clusters Score -3.418658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 145713 members 
Entering Unmasked Estep 
Score: -34186576.000000 Penalty: 14599.244141
	Iteration 72Q: 3 clusters Score -3.418658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 145712 members 
Entering Unmasked Estep 
Score: -34186576.000000 Penalty: 14599.244141
	Iteration 73Q: 3 clusters Score -3.418658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 145717 members 
Entering Unmasked Estep 
Score: -34186584.000000 Penalty: 14599.244141
	Iteration 74Q: 3 clusters Score -3.418658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 145720 members 
Entering Unmasked Estep 
Score: -34186580.000000 Penalty: 14599.244141
	Iteration 75Q: 3 clusters Score -3.418658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 145721 members 
Entering Unmasked Estep 
Score: -34186584.000000 Penalty: 14599.244141
	Iteration 76Q: 3 clusters Score -3.418658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 145721 members 
Entering Unmasked Estep 
Score: -34186612.000000 Penalty: 14599.244141
	Iteration 77Q: 3 clusters Score -3.418661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 145728 members 
Entering Unmasked Estep 
Score: -34186628.000000 Penalty: 14599.244141
	Iteration 78Q: 3 clusters Score -3.418663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 145734 members 
Entering Unmasked Estep 
Score: -34186580.000000 Penalty: 14599.244141
	Iteration 79Q: 3 clusters Score -3.418658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 145739 members 
Entering Unmasked Estep 
Score: -34186596.000000 Penalty: 14599.244141
	Iteration 80F: 3 clusters Score -3.41866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 145741 members 
Entering Unmasked Estep 
Score: -34186600.000000 Penalty: 14599.244141
	Iteration 81Q: 3 clusters Score -3.41866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 145740 members 
Entering Unmasked Estep 
Score: -34186600.000000 Penalty: 14599.244141
	Iteration 82Q: 3 clusters Score -3.41866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 145738 members 
Entering Unmasked Estep 
Score: -34186608.000000 Penalty: 14599.244141
	Iteration 83Q: 3 clusters Score -3.418661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 145739 members 
Entering Unmasked Estep 
Score: -34186592.000000 Penalty: 14599.244141
	Iteration 84Q: 3 clusters Score -3.418659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 145741 members 
Entering Unmasked Estep 
Score: -34186616.000000 Penalty: 14599.244141
	Iteration 85Q: 3 clusters Score -3.418662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 145746 members 
Entering Unmasked Estep 
Score: -34186608.000000 Penalty: 14599.244141
	Iteration 86Q: 3 clusters Score -3.418661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 145747 members 
Entering Unmasked Estep 
Score: -34186636.000000 Penalty: 14599.244141
	Iteration 87Q: 3 clusters Score -3.418664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 145746 members 
Entering Unmasked Estep 
Score: -34186628.000000 Penalty: 14599.244141
	Iteration 88Q: 3 clusters Score -3.418663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 145747 members 
Entering Unmasked Estep 
Score: -34186624.000000 Penalty: 14599.244141
	Iteration 89Q: 3 clusters Score -3.418662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
Score: -34186628.000000 Penalty: 14599.244141
	Iteration 90Q: 3 clusters Score -3.418663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 145752 members 
Entering Unmasked Estep 
Score: -34186636.000000 Penalty: 14599.244141
	Iteration 91Q: 3 clusters Score -3.418664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 145754 members 
Entering Unmasked Estep 
Score: -34186628.000000 Penalty: 14599.244141
	Iteration 92Q: 3 clusters Score -3.418663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 145755 members 
Entering Unmasked Estep 
Score: -34186628.000000 Penalty: 14599.244141
	Iteration 93Q: 3 clusters Score -3.418663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 145760 members 
Entering Unmasked Estep 
Score: -34186616.000000 Penalty: 14599.244141
	Iteration 94Q: 3 clusters Score -3.418662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 145770 members 
Entering Unmasked Estep 
Score: -34186624.000000 Penalty: 14599.244141
	Iteration 95Q: 3 clusters Score -3.418662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 145771 members 
Entering Unmasked Estep 
Score: -34186612.000000 Penalty: 14599.244141
	Iteration 96Q: 3 clusters Score -3.418661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 145773 members 
Entering Unmasked Estep 
Score: -34186596.000000 Penalty: 14599.244141
	Iteration 97Q: 3 clusters Score -3.41866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 145775 members 
Entering Unmasked Estep 
Score: -34186604.000000 Penalty: 14599.244141
	Iteration 98Q: 3 clusters Score -3.41866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 145777 members 
Entering Unmasked Estep 
Score: -34186592.000000 Penalty: 14599.244141
	Iteration 99Q: 3 clusters Score -3.418659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 145777 members 
Entering Unmasked Estep 
Score: -34186592.000000 Penalty: 14599.244141
	Iteration 100F: 3 clusters Score -3.418659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 145779 members 
Entering Unmasked Estep 
Score: -34186608.000000 Penalty: 14599.244141
	Iteration 101Q: 3 clusters Score -3.418661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 145778 members 
Entering Unmasked Estep 
Score: -34186620.000000 Penalty: 14599.244141
	Iteration 102Q: 3 clusters Score -3.418662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 145777 members 
Entering Unmasked Estep 
Score: -34186596.000000 Penalty: 14599.244141
	Iteration 103Q: 3 clusters Score -3.41866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 145779 members 
Entering Unmasked Estep 
Score: -34186628.000000 Penalty: 14599.244141
	Iteration 104Q: 3 clusters Score -3.418663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 145777 members 
Entering Unmasked Estep 
Score: -34186624.000000 Penalty: 14599.244141
	Iteration 105Q: 3 clusters Score -3.418662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 145779 members 
Entering Unmasked Estep 
Score: -34186636.000000 Penalty: 14599.244141
	Iteration 106Q: 3 clusters Score -3.418664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 145780 members 
Entering Unmasked Estep 
Score: -34186636.000000 Penalty: 14599.244141
	Iteration 107Q: 3 clusters Score -3.418664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -34186636.000000 Penalty: 14599.244141
	Iteration 108Q: 3 clusters Score -3.418664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -34186636.000000 Penalty: 14599.244141
	Iteration 109F: 3 clusters Score -3.418664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Entering Unmasked Estep 
Score: -3535852.000000 Penalty: 5931.846680
	Iteration 0F: 2 clusters Score -3535852 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 8069 members 
Entering Unmasked Estep 
Score: -3521833.250000 Penalty: 11863.693359
	Iteration 0F: 3 clusters Score -3521833 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3525429.500000 Penalty: 11863.693359
	Iteration 1F: 3 clusters Score -3525430 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3526088.500000 Penalty: 11863.693359
	Iteration 2F: 3 clusters Score -3526088 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3526573.000000 Penalty: 11863.693359
	Iteration 3F: 3 clusters Score -3526573 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3526926.250000 Penalty: 11863.693359
	Iteration 4Q: 3 clusters Score -3526926 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3527262.000000 Penalty: 11863.693359
	Iteration 5Q: 3 clusters Score -3527262 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -3527655.750000 Penalty: 11863.693359
	Iteration 6Q: 3 clusters Score -3527656 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3528001.000000 Penalty: 11863.693359
	Iteration 7Q: 3 clusters Score -3528001 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3528338.500000 Penalty: 11863.693359
	Iteration 8Q: 3 clusters Score -3528338 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3528672.500000 Penalty: 11863.693359
	Iteration 9Q: 3 clusters Score -3528672 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3528995.750000 Penalty: 11863.693359
	Iteration 10Q: 3 clusters Score -3528996 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3529316.250000 Penalty: 11863.693359
	Iteration 11Q: 3 clusters Score -3529316 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3529635.500000 Penalty: 11863.693359
	Iteration 12Q: 3 clusters Score -3529636 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -3529947.000000 Penalty: 11863.693359
	Iteration 13Q: 3 clusters Score -3529947 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3530286.250000 Penalty: 11863.693359
	Iteration 14Q: 3 clusters Score -3530286 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -3530588.500000 Penalty: 11863.693359
	Iteration 15Q: 3 clusters Score -3530588 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3530831.000000 Penalty: 11863.693359
	Iteration 16Q: 3 clusters Score -3530831 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3531039.750000 Penalty: 11863.693359
	Iteration 17Q: 3 clusters Score -3531040 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3531229.000000 Penalty: 11863.693359
	Iteration 18Q: 3 clusters Score -3531229 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3531376.250000 Penalty: 11863.693359
	Iteration 19Q: 3 clusters Score -3531376 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3531506.250000 Penalty: 11863.693359
	Iteration 20F: 3 clusters Score -3531506 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3531594.000000 Penalty: 11863.693359
	Iteration 21Q: 3 clusters Score -3531594 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3531664.000000 Penalty: 11863.693359
	Iteration 22Q: 3 clusters Score -3531664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3531712.250000 Penalty: 11863.693359
	Iteration 23Q: 3 clusters Score -3531712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3531766.000000 Penalty: 11863.693359
	Iteration 24Q: 3 clusters Score -3531766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3531786.250000 Penalty: 11863.693359
	Iteration 25Q: 3 clusters Score -3531786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3531814.250000 Penalty: 11863.693359
	Iteration 26Q: 3 clusters Score -3531814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3531825.500000 Penalty: 11863.693359
	Iteration 27Q: 3 clusters Score -3531826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3531839.750000 Penalty: 11863.693359
	Iteration 28Q: 3 clusters Score -3531840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3531858.250000 Penalty: 11863.693359
	Iteration 29Q: 3 clusters Score -3531858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3531862.250000 Penalty: 11863.693359
	Iteration 30Q: 3 clusters Score -3531862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3531876.750000 Penalty: 11863.693359
	Iteration 31Q: 3 clusters Score -3531877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3531883.750000 Penalty: 11863.693359
	Iteration 32Q: 3 clusters Score -3531884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3531890.500000 Penalty: 11863.693359
	Iteration 33Q: 3 clusters Score -3531890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3531909.500000 Penalty: 11863.693359
	Iteration 34Q: 3 clusters Score -3531910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3531914.750000 Penalty: 11863.693359
	Iteration 35Q: 3 clusters Score -3531915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3531921.000000 Penalty: 11863.693359
	Iteration 36Q: 3 clusters Score -3531921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3531934.750000 Penalty: 11863.693359
	Iteration 37Q: 3 clusters Score -3531935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3531933.250000 Penalty: 11863.693359
	Iteration 38Q: 3 clusters Score -3531933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3531932.500000 Penalty: 11863.693359
	Iteration 39Q: 3 clusters Score -3531932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3531929.250000 Penalty: 11863.693359
	Iteration 40F: 3 clusters Score -3531929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3531931.500000 Penalty: 11863.693359
	Iteration 41Q: 3 clusters Score -3531932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3531933.250000 Penalty: 11863.693359
	Iteration 42Q: 3 clusters Score -3531933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3531931.000000 Penalty: 11863.693359
	Iteration 43Q: 3 clusters Score -3531931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3531944.250000 Penalty: 11863.693359
	Iteration 44Q: 3 clusters Score -3531944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3531939.750000 Penalty: 11863.693359
	Iteration 45Q: 3 clusters Score -3531940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3531939.500000 Penalty: 11863.693359
	Iteration 46Q: 3 clusters Score -3531940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3531940.500000 Penalty: 11863.693359
	Iteration 47Q: 3 clusters Score -3531940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3531940.500000 Penalty: 11863.693359
	Iteration 48F: 3 clusters Score -3531940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Entering Unmasked Estep 
Score: -4571195.500000 Penalty: 6071.677734
	Iteration 0F: 2 clusters Score -4571196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -4554628.500000 Penalty: 12143.355469
	Iteration 0F: 3 clusters Score -4554628 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -4558936.500000 Penalty: 12143.355469
	Iteration 1F: 3 clusters Score -4558936 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -4559594.000000 Penalty: 12143.355469
	Iteration 2F: 3 clusters Score -4559594 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -4560030.500000 Penalty: 12143.355469
	Iteration 3Q: 3 clusters Score -4560030 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -4560316.500000 Penalty: 12143.355469
	Iteration 4Q: 3 clusters Score -4560316 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -4560546.000000 Penalty: 12143.355469
	Iteration 5Q: 3 clusters Score -4560546 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -4560716.000000 Penalty: 12143.355469
	Iteration 6Q: 3 clusters Score -4560716 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -4560930.000000 Penalty: 12143.355469
	Iteration 7Q: 3 clusters Score -4560930 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -4561153.500000 Penalty: 12143.355469
	Iteration 8Q: 3 clusters Score -4561154 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4561339.000000 Penalty: 12143.355469
	Iteration 9Q: 3 clusters Score -4561339 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -4561622.000000 Penalty: 12143.355469
	Iteration 10Q: 3 clusters Score -4561622 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -4561889.000000 Penalty: 12143.355469
	Iteration 11Q: 3 clusters Score -4561889 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -4562249.500000 Penalty: 12143.355469
	Iteration 12Q: 3 clusters Score -4562250 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -4562665.500000 Penalty: 12143.355469
	Iteration 13Q: 3 clusters Score -4562666 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -4563167.500000 Penalty: 12143.355469
	Iteration 14Q: 3 clusters Score -4563168 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4563653.500000 Penalty: 12143.355469
	Iteration 15Q: 3 clusters Score -4563654 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -4564143.500000 Penalty: 12143.355469
	Iteration 16Q: 3 clusters Score -4564144 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4564570.000000 Penalty: 12143.355469
	Iteration 17Q: 3 clusters Score -4564570 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4564922.500000 Penalty: 12143.355469
	Iteration 18Q: 3 clusters Score -4564922 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4565158.000000 Penalty: 12143.355469
	Iteration 19Q: 3 clusters Score -4565158 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4565338.500000 Penalty: 12143.355469
	Iteration 20F: 3 clusters Score -4565338 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4565501.500000 Penalty: 12143.355469
	Iteration 21Q: 3 clusters Score -4565502 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4565610.000000 Penalty: 12143.355469
	Iteration 22Q: 3 clusters Score -4565610 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4565687.000000 Penalty: 12143.355469
	Iteration 23Q: 3 clusters Score -4565687 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4565739.000000 Penalty: 12143.355469
	Iteration 24Q: 3 clusters Score -4565739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4565790.000000 Penalty: 12143.355469
	Iteration 25Q: 3 clusters Score -4565790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4565832.000000 Penalty: 12143.355469
	Iteration 26Q: 3 clusters Score -4565832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4565852.000000 Penalty: 12143.355469
	Iteration 27Q: 3 clusters Score -4565852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4565869.000000 Penalty: 12143.355469
	Iteration 28Q: 3 clusters Score -4565869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4565888.000000 Penalty: 12143.355469
	Iteration 29Q: 3 clusters Score -4565888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4565916.500000 Penalty: 12143.355469
	Iteration 30Q: 3 clusters Score -4565916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4565947.500000 Penalty: 12143.355469
	Iteration 31Q: 3 clusters Score -4565948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4565953.000000 Penalty: 12143.355469
	Iteration 32Q: 3 clusters Score -4565953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4565954.500000 Penalty: 12143.355469
	Iteration 33Q: 3 clusters Score -4565954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4565962.500000 Penalty: 12143.355469
	Iteration 34Q: 3 clusters Score -4565962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4565980.500000 Penalty: 12143.355469
	Iteration 35Q: 3 clusters Score -4565980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4565991.500000 Penalty: 12143.355469
	Iteration 36Q: 3 clusters Score -4565992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4566006.000000 Penalty: 12143.355469
	Iteration 37Q: 3 clusters Score -4566006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4566015.500000 Penalty: 12143.355469
	Iteration 38Q: 3 clusters Score -4566016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4566033.000000 Penalty: 12143.355469
	Iteration 39Q: 3 clusters Score -4566033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4566033.500000 Penalty: 12143.355469
	Iteration 40F: 3 clusters Score -4566034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4566041.500000 Penalty: 12143.355469
	Iteration 41Q: 3 clusters Score -4566042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4566042.000000 Penalty: 12143.355469
	Iteration 42Q: 3 clusters Score -4566042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4566036.000000 Penalty: 12143.355469
	Iteration 43Q: 3 clusters Score -4566036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4566041.000000 Penalty: 12143.355469
	Iteration 44Q: 3 clusters Score -4566041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4566043.000000 Penalty: 12143.355469
	Iteration 45Q: 3 clusters Score -4566043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4566047.500000 Penalty: 12143.355469
	Iteration 46Q: 3 clusters Score -4566048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4566045.500000 Penalty: 12143.355469
	Iteration 47Q: 3 clusters Score -4566046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4566050.500000 Penalty: 12143.355469
	Iteration 48Q: 3 clusters Score -4566050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4566058.500000 Penalty: 12143.355469
	Iteration 49Q: 3 clusters Score -4566058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4566057.500000 Penalty: 12143.355469
	Iteration 50Q: 3 clusters Score -4566058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4566063.500000 Penalty: 12143.355469
	Iteration 51Q: 3 clusters Score -4566064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4566062.500000 Penalty: 12143.355469
	Iteration 52Q: 3 clusters Score -4566062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4566062.500000 Penalty: 12143.355469
	Iteration 53F: 3 clusters Score -4566062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Entering Unmasked Estep 
Score: -28835222.000000 Penalty: 7188.420898
	Iteration 0F: 2 clusters Score -2.883522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -28753302.000000 Penalty: 14376.841797
	Iteration 0F: 3 clusters Score -2.87533e+07 nChanged 57700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -28785504.000000 Penalty: 14376.841797
	Iteration 1F: 3 clusters Score -2.87855e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -28787266.000000 Penalty: 14376.841797
	Iteration 2Q: 3 clusters Score -2.878727e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -28789858.000000 Penalty: 14376.841797
	Iteration 3Q: 3 clusters Score -2.878986e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -28793226.000000 Penalty: 14376.841797
	Iteration 4F: 3 clusters Score -2.879323e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -28798136.000000 Penalty: 14376.841797
	Iteration 5F: 3 clusters Score -2.879814e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -28804734.000000 Penalty: 14376.841797
	Iteration 6F: 3 clusters Score -2.880473e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -28811586.000000 Penalty: 14376.841797
	Iteration 7F: 3 clusters Score -2.881159e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104944 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -28817318.000000 Penalty: 14376.841797
	Iteration 8F: 3 clusters Score -2.881732e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -28821680.000000 Penalty: 14376.841797
	Iteration 9Q: 3 clusters Score -2.882168e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113882 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -28824786.000000 Penalty: 14376.841797
	Iteration 10Q: 3 clusters Score -2.882479e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116588 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -28826470.000000 Penalty: 14376.841797
	Iteration 11Q: 3 clusters Score -2.882647e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118539 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -28827546.000000 Penalty: 14376.841797
	Iteration 12Q: 3 clusters Score -2.882755e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119864 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -28828116.000000 Penalty: 14376.841797
	Iteration 13Q: 3 clusters Score -2.882812e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120792 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -28828574.000000 Penalty: 14376.841797
	Iteration 14Q: 3 clusters Score -2.882857e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121448 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -28828980.000000 Penalty: 14376.841797
	Iteration 15Q: 3 clusters Score -2.882898e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121928 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -28829280.000000 Penalty: 14376.841797
	Iteration 16Q: 3 clusters Score -2.882928e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122251 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -28829460.000000 Penalty: 14376.841797
	Iteration 17Q: 3 clusters Score -2.882946e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122489 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -28829586.000000 Penalty: 14376.841797
	Iteration 18Q: 3 clusters Score -2.882959e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122661 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -28829716.000000 Penalty: 14376.841797
	Iteration 19Q: 3 clusters Score -2.882972e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122787 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -28829880.000000 Penalty: 14376.841797
	Iteration 20F: 3 clusters Score -2.882988e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122906 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -28830004.000000 Penalty: 14376.841797
	Iteration 21Q: 3 clusters Score -2.883e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122983 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -28830102.000000 Penalty: 14376.841797
	Iteration 22Q: 3 clusters Score -2.88301e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123043 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -28830264.000000 Penalty: 14376.841797
	Iteration 23Q: 3 clusters Score -2.883026e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123091 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -28830342.000000 Penalty: 14376.841797
	Iteration 24Q: 3 clusters Score -2.883034e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123109 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -28830420.000000 Penalty: 14376.841797
	Iteration 25Q: 3 clusters Score -2.883042e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -28830460.000000 Penalty: 14376.841797
	Iteration 26Q: 3 clusters Score -2.883046e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123090 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -28830514.000000 Penalty: 14376.841797
	Iteration 27Q: 3 clusters Score -2.883051e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123090 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -28830512.000000 Penalty: 14376.841797
	Iteration 28Q: 3 clusters Score -2.883051e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -28830568.000000 Penalty: 14376.841797
	Iteration 29Q: 3 clusters Score -2.883057e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123072 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -28830578.000000 Penalty: 14376.841797
	Iteration 30Q: 3 clusters Score -2.883058e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123068 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -28830596.000000 Penalty: 14376.841797
	Iteration 31Q: 3 clusters Score -2.88306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123058 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -28830588.000000 Penalty: 14376.841797
	Iteration 32Q: 3 clusters Score -2.883059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123052 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -28830588.000000 Penalty: 14376.841797
	Iteration 33Q: 3 clusters Score -2.883059e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123042 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -28830626.000000 Penalty: 14376.841797
	Iteration 34Q: 3 clusters Score -2.883063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123043 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -28830634.000000 Penalty: 14376.841797
	Iteration 35Q: 3 clusters Score -2.883063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123039 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -28830654.000000 Penalty: 14376.841797
	Iteration 36Q: 3 clusters Score -2.883065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123030 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -28830680.000000 Penalty: 14376.841797
	Iteration 37Q: 3 clusters Score -2.883068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -28830662.000000 Penalty: 14376.841797
	Iteration 38Q: 3 clusters Score -2.883066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123023 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -28830684.000000 Penalty: 14376.841797
	Iteration 39Q: 3 clusters Score -2.883068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123024 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -28830638.000000 Penalty: 14376.841797
	Iteration 40F: 3 clusters Score -2.883064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123024 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -28830654.000000 Penalty: 14376.841797
	Iteration 41Q: 3 clusters Score -2.883065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123022 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -28830650.000000 Penalty: 14376.841797
	Iteration 42Q: 3 clusters Score -2.883065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123018 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -28830662.000000 Penalty: 14376.841797
	Iteration 43Q: 3 clusters Score -2.883066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -28830670.000000 Penalty: 14376.841797
	Iteration 44Q: 3 clusters Score -2.883067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -28830668.000000 Penalty: 14376.841797
	Iteration 45Q: 3 clusters Score -2.883067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123017 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -28830672.000000 Penalty: 14376.841797
	Iteration 46Q: 3 clusters Score -2.883067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -28830666.000000 Penalty: 14376.841797
	Iteration 47Q: 3 clusters Score -2.883067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123017 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -28830664.000000 Penalty: 14376.841797
	Iteration 48Q: 3 clusters Score -2.883066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123019 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -28830666.000000 Penalty: 14376.841797
	Iteration 49Q: 3 clusters Score -2.883067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123022 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -28830666.000000 Penalty: 14376.841797
	Iteration 50Q: 3 clusters Score -2.883067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123021 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -28830692.000000 Penalty: 14376.841797
	Iteration 51Q: 3 clusters Score -2.883069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123020 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -28830678.000000 Penalty: 14376.841797
	Iteration 52Q: 3 clusters Score -2.883068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123019 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -28830682.000000 Penalty: 14376.841797
	Iteration 53Q: 3 clusters Score -2.883068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123018 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -28830682.000000 Penalty: 14376.841797
	Iteration 54Q: 3 clusters Score -2.883068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -28830692.000000 Penalty: 14376.841797
	Iteration 55Q: 3 clusters Score -2.883069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -28830702.000000 Penalty: 14376.841797
	Iteration 56Q: 3 clusters Score -2.88307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123014 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -28830704.000000 Penalty: 14376.841797
	Iteration 57Q: 3 clusters Score -2.88307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123013 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -28830696.000000 Penalty: 14376.841797
	Iteration 58Q: 3 clusters Score -2.88307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123014 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -28830706.000000 Penalty: 14376.841797
	Iteration 59Q: 3 clusters Score -2.883071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -28830692.000000 Penalty: 14376.841797
	Iteration 60F: 3 clusters Score -2.883069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -28830696.000000 Penalty: 14376.841797
	Iteration 61Q: 3 clusters Score -2.88307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123013 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -28830682.000000 Penalty: 14376.841797
	Iteration 62Q: 3 clusters Score -2.883068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123012 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -28830684.000000 Penalty: 14376.841797
	Iteration 63Q: 3 clusters Score -2.883068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123011 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -28830690.000000 Penalty: 14376.841797
	Iteration 64Q: 3 clusters Score -2.883069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123009 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -28830698.000000 Penalty: 14376.841797
	Iteration 65Q: 3 clusters Score -2.88307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123007 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -28830700.000000 Penalty: 14376.841797
	Iteration 66Q: 3 clusters Score -2.88307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123005 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -28830696.000000 Penalty: 14376.841797
	Iteration 67Q: 3 clusters Score -2.88307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123004 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -28830702.000000 Penalty: 14376.841797
	Iteration 68Q: 3 clusters Score -2.88307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123004 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -28830702.000000 Penalty: 14376.841797
	Iteration 69F: 3 clusters Score -2.88307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -1512825.875000 Penalty: 5381.705078
	Iteration 0F: 2 clusters Score -1512826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1504813.250000 Penalty: 10763.410156
	Iteration 0F: 3 clusters Score -1504813 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1506250.625000 Penalty: 10763.410156
	Iteration 1F: 3 clusters Score -1506251 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1506543.500000 Penalty: 10763.410156
	Iteration 2F: 3 clusters Score -1506544 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1506694.500000 Penalty: 10763.410156
	Iteration 3Q: 3 clusters Score -1506694 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1506803.000000 Penalty: 10763.410156
	Iteration 4Q: 3 clusters Score -1506803 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1506880.250000 Penalty: 10763.410156
	Iteration 5Q: 3 clusters Score -1506880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1506935.625000 Penalty: 10763.410156
	Iteration 6Q: 3 clusters Score -1506936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1506969.625000 Penalty: 10763.410156
	Iteration 7Q: 3 clusters Score -1506970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1506993.375000 Penalty: 10763.410156
	Iteration 8Q: 3 clusters Score -1506993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1507010.875000 Penalty: 10763.410156
	Iteration 9Q: 3 clusters Score -1507011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1507020.625000 Penalty: 10763.410156
	Iteration 10Q: 3 clusters Score -1507021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1507027.875000 Penalty: 10763.410156
	Iteration 11Q: 3 clusters Score -1507028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1507034.375000 Penalty: 10763.410156
	Iteration 12Q: 3 clusters Score -1507034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1507042.000000 Penalty: 10763.410156
	Iteration 13Q: 3 clusters Score -1507042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1507044.375000 Penalty: 10763.410156
	Iteration 14Q: 3 clusters Score -1507044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1507048.375000 Penalty: 10763.410156
	Iteration 15Q: 3 clusters Score -1507048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1507056.125000 Penalty: 10763.410156
	Iteration 16Q: 3 clusters Score -1507056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1507066.500000 Penalty: 10763.410156
	Iteration 17Q: 3 clusters Score -1507066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1507075.750000 Penalty: 10763.410156
	Iteration 18Q: 3 clusters Score -1507076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1507083.500000 Penalty: 10763.410156
	Iteration 19Q: 3 clusters Score -1507084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1507091.625000 Penalty: 10763.410156
	Iteration 20F: 3 clusters Score -1507092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1507097.625000 Penalty: 10763.410156
	Iteration 21Q: 3 clusters Score -1507098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1507103.875000 Penalty: 10763.410156
	Iteration 22Q: 3 clusters Score -1507104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1507107.375000 Penalty: 10763.410156
	Iteration 23Q: 3 clusters Score -1507107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1507109.250000 Penalty: 10763.410156
	Iteration 24Q: 3 clusters Score -1507109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1507109.875000 Penalty: 10763.410156
	Iteration 25Q: 3 clusters Score -1507110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1507113.875000 Penalty: 10763.410156
	Iteration 26Q: 3 clusters Score -1507114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1507115.500000 Penalty: 10763.410156
	Iteration 27Q: 3 clusters Score -1507116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1507114.125000 Penalty: 10763.410156
	Iteration 28Q: 3 clusters Score -1507114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1507115.875000 Penalty: 10763.410156
	Iteration 29Q: 3 clusters Score -1507116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1507122.500000 Penalty: 10763.410156
	Iteration 30Q: 3 clusters Score -1507122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1507130.500000 Penalty: 10763.410156
	Iteration 31Q: 3 clusters Score -1507130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1507133.875000 Penalty: 10763.410156
	Iteration 32Q: 3 clusters Score -1507134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1507134.750000 Penalty: 10763.410156
	Iteration 33Q: 3 clusters Score -1507135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1507134.250000 Penalty: 10763.410156
	Iteration 34Q: 3 clusters Score -1507134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1507135.125000 Penalty: 10763.410156
	Iteration 35Q: 3 clusters Score -1507135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1507133.875000 Penalty: 10763.410156
	Iteration 36Q: 3 clusters Score -1507134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1507134.125000 Penalty: 10763.410156
	Iteration 37Q: 3 clusters Score -1507134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1507137.125000 Penalty: 10763.410156
	Iteration 38Q: 3 clusters Score -1507137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1507139.250000 Penalty: 10763.410156
	Iteration 39Q: 3 clusters Score -1507139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1507140.875000 Penalty: 10763.410156
	Iteration 40F: 3 clusters Score -1507141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Entering Unmasked Estep 
Score: -3960179.750000 Penalty: 5978.684082
	Iteration 0F: 2 clusters Score -3960180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3945351.750000 Penalty: 11957.368164
	Iteration 0F: 3 clusters Score -3945352 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3949165.750000 Penalty: 11957.368164
	Iteration 1F: 3 clusters Score -3949166 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3949813.500000 Penalty: 11957.368164
	Iteration 2F: 3 clusters Score -3949814 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3950287.250000 Penalty: 11957.368164
	Iteration 3F: 3 clusters Score -3950287 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3950716.250000 Penalty: 11957.368164
	Iteration 4Q: 3 clusters Score -3950716 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3951182.000000 Penalty: 11957.368164
	Iteration 5Q: 3 clusters Score -3951182 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3951901.000000 Penalty: 11957.368164
	Iteration 6Q: 3 clusters Score -3951901 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3953284.250000 Penalty: 11957.368164
	Iteration 7F: 3 clusters Score -3953284 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3955104.000000 Penalty: 11957.368164
	Iteration 8F: 3 clusters Score -3955104 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -3956374.250000 Penalty: 11957.368164
	Iteration 9F: 3 clusters Score -3956374 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3957114.250000 Penalty: 11957.368164
	Iteration 10F: 3 clusters Score -3957114 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3957592.000000 Penalty: 11957.368164
	Iteration 11Q: 3 clusters Score -3957592 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3957841.500000 Penalty: 11957.368164
	Iteration 12Q: 3 clusters Score -3957842 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3957992.000000 Penalty: 11957.368164
	Iteration 13Q: 3 clusters Score -3957992 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3958082.500000 Penalty: 11957.368164
	Iteration 14Q: 3 clusters Score -3958082 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3958166.500000 Penalty: 11957.368164
	Iteration 15Q: 3 clusters Score -3958166 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3958228.000000 Penalty: 11957.368164
	Iteration 16Q: 3 clusters Score -3958228 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3958289.500000 Penalty: 11957.368164
	Iteration 17Q: 3 clusters Score -3958290 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3958369.250000 Penalty: 11957.368164
	Iteration 18Q: 3 clusters Score -3958369 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3958460.000000 Penalty: 11957.368164
	Iteration 19Q: 3 clusters Score -3958460 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3958547.750000 Penalty: 11957.368164
	Iteration 20F: 3 clusters Score -3958548 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3958664.500000 Penalty: 11957.368164
	Iteration 21Q: 3 clusters Score -3958664 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3958794.500000 Penalty: 11957.368164
	Iteration 22Q: 3 clusters Score -3958794 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3958892.250000 Penalty: 11957.368164
	Iteration 23Q: 3 clusters Score -3958892 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3958976.750000 Penalty: 11957.368164
	Iteration 24Q: 3 clusters Score -3958977 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3959023.750000 Penalty: 11957.368164
	Iteration 25Q: 3 clusters Score -3959024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3959051.000000 Penalty: 11957.368164
	Iteration 26Q: 3 clusters Score -3959051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3959068.750000 Penalty: 11957.368164
	Iteration 27Q: 3 clusters Score -3959069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3959097.500000 Penalty: 11957.368164
	Iteration 28Q: 3 clusters Score -3959098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3959124.500000 Penalty: 11957.368164
	Iteration 29Q: 3 clusters Score -3959124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3959146.750000 Penalty: 11957.368164
	Iteration 30Q: 3 clusters Score -3959147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3959160.750000 Penalty: 11957.368164
	Iteration 31Q: 3 clusters Score -3959161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3959179.750000 Penalty: 11957.368164
	Iteration 32Q: 3 clusters Score -3959180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3959180.500000 Penalty: 11957.368164
	Iteration 33Q: 3 clusters Score -3959180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3959208.250000 Penalty: 11957.368164
	Iteration 34Q: 3 clusters Score -3959208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3959220.500000 Penalty: 11957.368164
	Iteration 35Q: 3 clusters Score -3959220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3959226.750000 Penalty: 11957.368164
	Iteration 36Q: 3 clusters Score -3959227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3959244.500000 Penalty: 11957.368164
	Iteration 37Q: 3 clusters Score -3959244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3959255.250000 Penalty: 11957.368164
	Iteration 38Q: 3 clusters Score -3959255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3959262.750000 Penalty: 11957.368164
	Iteration 39Q: 3 clusters Score -3959263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3959267.000000 Penalty: 11957.368164
	Iteration 40F: 3 clusters Score -3959267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3959283.750000 Penalty: 11957.368164
	Iteration 41Q: 3 clusters Score -3959284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3959284.250000 Penalty: 11957.368164
	Iteration 42Q: 3 clusters Score -3959284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3959297.750000 Penalty: 11957.368164
	Iteration 43Q: 3 clusters Score -3959298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3959298.500000 Penalty: 11957.368164
	Iteration 44Q: 3 clusters Score -3959298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3959316.000000 Penalty: 11957.368164
	Iteration 45Q: 3 clusters Score -3959316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3959325.250000 Penalty: 11957.368164
	Iteration 46Q: 3 clusters Score -3959325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3959328.000000 Penalty: 11957.368164
	Iteration 47Q: 3 clusters Score -3959328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3959347.000000 Penalty: 11957.368164
	Iteration 48Q: 3 clusters Score -3959347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3959361.250000 Penalty: 11957.368164
	Iteration 49Q: 3 clusters Score -3959361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3959381.250000 Penalty: 11957.368164
	Iteration 50Q: 3 clusters Score -3959381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3959394.250000 Penalty: 11957.368164
	Iteration 51Q: 3 clusters Score -3959394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3959418.500000 Penalty: 11957.368164
	Iteration 52Q: 3 clusters Score -3959418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3959468.000000 Penalty: 11957.368164
	Iteration 53Q: 3 clusters Score -3959468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3959751.250000 Penalty: 11957.368164
	Iteration 54Q: 3 clusters Score -3959751 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3959883.250000 Penalty: 11957.368164
	Iteration 55Q: 3 clusters Score -3959883 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3959933.750000 Penalty: 11957.368164
	Iteration 56Q: 3 clusters Score -3959934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3959943.750000 Penalty: 11957.368164
	Iteration 57Q: 3 clusters Score -3959944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3959944.000000 Penalty: 11957.368164
	Iteration 58Q: 3 clusters Score -3959944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3959941.750000 Penalty: 11957.368164
	Iteration 59Q: 3 clusters Score -3959942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3959947.000000 Penalty: 11957.368164
	Iteration 60F: 3 clusters Score -3959947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3959953.250000 Penalty: 11957.368164
	Iteration 61Q: 3 clusters Score -3959953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3959952.750000 Penalty: 11957.368164
	Iteration 62Q: 3 clusters Score -3959953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3959955.000000 Penalty: 11957.368164
	Iteration 63Q: 3 clusters Score -3959955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3959949.500000 Penalty: 11957.368164
	Iteration 64Q: 3 clusters Score -3959950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3959953.750000 Penalty: 11957.368164
	Iteration 65Q: 3 clusters Score -3959954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3959953.750000 Penalty: 11957.368164
	Iteration 66F: 3 clusters Score -3959954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Entering Unmasked Estep 
Score: -4522665.500000 Penalty: 6075.427734
	Iteration 0F: 2 clusters Score -4522666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -4505980.500000 Penalty: 12150.855469
	Iteration 0F: 3 clusters Score -4505980 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4510694.500000 Penalty: 12150.855469
	Iteration 1F: 3 clusters Score -4510694 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -4511944.500000 Penalty: 12150.855469
	Iteration 2F: 3 clusters Score -4511944 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -4513553.000000 Penalty: 12150.855469
	Iteration 3F: 3 clusters Score -4513553 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4515210.000000 Penalty: 12150.855469
	Iteration 4F: 3 clusters Score -4515210 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -4516576.500000 Penalty: 12150.855469
	Iteration 5F: 3 clusters Score -4516576 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -4517631.000000 Penalty: 12150.855469
	Iteration 6F: 3 clusters Score -4517631 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -4518370.000000 Penalty: 12150.855469
	Iteration 7Q: 3 clusters Score -4518370 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -4518881.000000 Penalty: 12150.855469
	Iteration 8Q: 3 clusters Score -4518881 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -4519239.000000 Penalty: 12150.855469
	Iteration 9Q: 3 clusters Score -4519239 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -4519461.500000 Penalty: 12150.855469
	Iteration 10Q: 3 clusters Score -4519462 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -4519627.000000 Penalty: 12150.855469
	Iteration 11Q: 3 clusters Score -4519627 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -4519727.000000 Penalty: 12150.855469
	Iteration 12Q: 3 clusters Score -4519727 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -4519793.000000 Penalty: 12150.855469
	Iteration 13Q: 3 clusters Score -4519793 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -4519847.500000 Penalty: 12150.855469
	Iteration 14Q: 3 clusters Score -4519848 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4519904.500000 Penalty: 12150.855469
	Iteration 15Q: 3 clusters Score -4519904 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -4519971.000000 Penalty: 12150.855469
	Iteration 16Q: 3 clusters Score -4519971 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4520028.500000 Penalty: 12150.855469
	Iteration 17Q: 3 clusters Score -4520028 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -4520098.500000 Penalty: 12150.855469
	Iteration 18Q: 3 clusters Score -4520098 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -4520157.500000 Penalty: 12150.855469
	Iteration 19Q: 3 clusters Score -4520158 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4520292.500000 Penalty: 12150.855469
	Iteration 20F: 3 clusters Score -4520292 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4520542.000000 Penalty: 12150.855469
	Iteration 21Q: 3 clusters Score -4520542 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4520943.500000 Penalty: 12150.855469
	Iteration 22Q: 3 clusters Score -4520944 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -4521294.000000 Penalty: 12150.855469
	Iteration 23Q: 3 clusters Score -4521294 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4521473.500000 Penalty: 12150.855469
	Iteration 24Q: 3 clusters Score -4521474 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -4521575.000000 Penalty: 12150.855469
	Iteration 25Q: 3 clusters Score -4521575 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4521630.000000 Penalty: 12150.855469
	Iteration 26Q: 3 clusters Score -4521630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -4521674.500000 Penalty: 12150.855469
	Iteration 27Q: 3 clusters Score -4521674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4521719.500000 Penalty: 12150.855469
	Iteration 28Q: 3 clusters Score -4521720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -4521738.000000 Penalty: 12150.855469
	Iteration 29Q: 3 clusters Score -4521738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4521760.000000 Penalty: 12150.855469
	Iteration 30Q: 3 clusters Score -4521760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -4521780.500000 Penalty: 12150.855469
	Iteration 31Q: 3 clusters Score -4521780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4521800.500000 Penalty: 12150.855469
	Iteration 32Q: 3 clusters Score -4521800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -4521797.000000 Penalty: 12150.855469
	Iteration 33Q: 3 clusters Score -4521797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4521799.500000 Penalty: 12150.855469
	Iteration 34Q: 3 clusters Score -4521800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -4521809.000000 Penalty: 12150.855469
	Iteration 35Q: 3 clusters Score -4521809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -4521806.500000 Penalty: 12150.855469
	Iteration 36Q: 3 clusters Score -4521806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4521804.000000 Penalty: 12150.855469
	Iteration 37Q: 3 clusters Score -4521804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4521808.000000 Penalty: 12150.855469
	Iteration 38Q: 3 clusters Score -4521808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4521812.000000 Penalty: 12150.855469
	Iteration 39Q: 3 clusters Score -4521812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4521813.000000 Penalty: 12150.855469
	Iteration 40F: 3 clusters Score -4521813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -4521814.500000 Penalty: 12150.855469
	Iteration 41Q: 3 clusters Score -4521814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4521822.500000 Penalty: 12150.855469
	Iteration 42Q: 3 clusters Score -4521822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -4521820.000000 Penalty: 12150.855469
	Iteration 43Q: 3 clusters Score -4521820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -4521818.500000 Penalty: 12150.855469
	Iteration 44Q: 3 clusters Score -4521818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4521821.500000 Penalty: 12150.855469
	Iteration 45Q: 3 clusters Score -4521822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4521821.000000 Penalty: 12150.855469
	Iteration 46Q: 3 clusters Score -4521821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -4521825.000000 Penalty: 12150.855469
	Iteration 47Q: 3 clusters Score -4521825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -4521818.000000 Penalty: 12150.855469
	Iteration 48Q: 3 clusters Score -4521818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4521826.500000 Penalty: 12150.855469
	Iteration 49Q: 3 clusters Score -4521826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -4521828.500000 Penalty: 12150.855469
	Iteration 50Q: 3 clusters Score -4521828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4521835.000000 Penalty: 12150.855469
	Iteration 51Q: 3 clusters Score -4521835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -4521840.500000 Penalty: 12150.855469
	Iteration 52Q: 3 clusters Score -4521840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4521841.500000 Penalty: 12150.855469
	Iteration 53Q: 3 clusters Score -4521842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4521831.000000 Penalty: 12150.855469
	Iteration 54Q: 3 clusters Score -4521831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -4521835.500000 Penalty: 12150.855469
	Iteration 55Q: 3 clusters Score -4521836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4521837.000000 Penalty: 12150.855469
	Iteration 56Q: 3 clusters Score -4521837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4521839.000000 Penalty: 12150.855469
	Iteration 57Q: 3 clusters Score -4521839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4521839.000000 Penalty: 12150.855469
	Iteration 58F: 3 clusters Score -4521839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -251929.890625 Penalty: 4327.165039
	Iteration 0F: 2 clusters Score -251929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -247775.765625 Penalty: 8654.330078
	Iteration 0F: 3 clusters Score -247775.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -248391.984375 Penalty: 8654.330078
	Iteration 1F: 3 clusters Score -248392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -248689.234375 Penalty: 8654.330078
	Iteration 2F: 3 clusters Score -248689.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -248881.156250 Penalty: 8654.330078
	Iteration 3Q: 3 clusters Score -248881.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -249007.906250 Penalty: 8654.330078
	Iteration 4Q: 3 clusters Score -249007.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -249119.265625 Penalty: 8654.330078
	Iteration 5Q: 3 clusters Score -249119.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -249168.750000 Penalty: 8654.330078
	Iteration 6Q: 3 clusters Score -249168.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -249211.593750 Penalty: 8654.330078
	Iteration 7Q: 3 clusters Score -249211.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -249252.890625 Penalty: 8654.330078
	Iteration 8Q: 3 clusters Score -249252.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -249292.437500 Penalty: 8654.330078
	Iteration 9Q: 3 clusters Score -249292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -249306.328125 Penalty: 8654.330078
	Iteration 10Q: 3 clusters Score -249306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -249308.046875 Penalty: 8654.330078
	Iteration 11Q: 3 clusters Score -249308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -249308.046875 Penalty: 8654.330078
	Iteration 12F: 3 clusters Score -249308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Entering Unmasked Estep 
Score: -14652408.000000 Penalty: 6778.985840
	Iteration 0F: 2 clusters Score -1.465241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -14607569.000000 Penalty: 13557.971680
	Iteration 0F: 3 clusters Score -1.460757e+07 nChanged 28611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -14623255.000000 Penalty: 13557.971680
	Iteration 1F: 3 clusters Score -1.462326e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -14624251.000000 Penalty: 13557.971680
	Iteration 2Q: 3 clusters Score -1.462425e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -14625247.000000 Penalty: 13557.971680
	Iteration 3Q: 3 clusters Score -1.462525e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -14626217.000000 Penalty: 13557.971680
	Iteration 4Q: 3 clusters Score -1.462622e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -14627381.000000 Penalty: 13557.971680
	Iteration 5Q: 3 clusters Score -1.462738e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -14628847.000000 Penalty: 13557.971680
	Iteration 6Q: 3 clusters Score -1.462885e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -14630968.000000 Penalty: 13557.971680
	Iteration 7F: 3 clusters Score -1.463097e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -14633951.000000 Penalty: 13557.971680
	Iteration 8F: 3 clusters Score -1.463395e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -14637624.000000 Penalty: 13557.971680
	Iteration 9F: 3 clusters Score -1.463762e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -14641077.000000 Penalty: 13557.971680
	Iteration 10F: 3 clusters Score -1.464108e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -14643513.000000 Penalty: 13557.971680
	Iteration 11Q: 3 clusters Score -1.464351e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -14644838.000000 Penalty: 13557.971680
	Iteration 12Q: 3 clusters Score -1.464484e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -14645513.000000 Penalty: 13557.971680
	Iteration 13Q: 3 clusters Score -1.464551e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -14645830.000000 Penalty: 13557.971680
	Iteration 14Q: 3 clusters Score -1.464583e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -14646037.000000 Penalty: 13557.971680
	Iteration 15Q: 3 clusters Score -1.464604e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -14646158.000000 Penalty: 13557.971680
	Iteration 16Q: 3 clusters Score -1.464616e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -14646210.000000 Penalty: 13557.971680
	Iteration 17Q: 3 clusters Score -1.464621e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -14646247.000000 Penalty: 13557.971680
	Iteration 18Q: 3 clusters Score -1.464625e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -14646269.000000 Penalty: 13557.971680
	Iteration 19Q: 3 clusters Score -1.464627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -14646285.000000 Penalty: 13557.971680
	Iteration 20F: 3 clusters Score -1.464628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -14646300.000000 Penalty: 13557.971680
	Iteration 21Q: 3 clusters Score -1.46463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -14646311.000000 Penalty: 13557.971680
	Iteration 22Q: 3 clusters Score -1.464631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -14646327.000000 Penalty: 13557.971680
	Iteration 23Q: 3 clusters Score -1.464633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -14646373.000000 Penalty: 13557.971680
	Iteration 24Q: 3 clusters Score -1.464637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -14646386.000000 Penalty: 13557.971680
	Iteration 25Q: 3 clusters Score -1.464639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -14646384.000000 Penalty: 13557.971680
	Iteration 26Q: 3 clusters Score -1.464638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -14646380.000000 Penalty: 13557.971680
	Iteration 27Q: 3 clusters Score -1.464638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -14646371.000000 Penalty: 13557.971680
	Iteration 28Q: 3 clusters Score -1.464637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -14646379.000000 Penalty: 13557.971680
	Iteration 29Q: 3 clusters Score -1.464638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -14646390.000000 Penalty: 13557.971680
	Iteration 30Q: 3 clusters Score -1.464639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -14646399.000000 Penalty: 13557.971680
	Iteration 31Q: 3 clusters Score -1.46464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -14646414.000000 Penalty: 13557.971680
	Iteration 32Q: 3 clusters Score -1.464641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -14646434.000000 Penalty: 13557.971680
	Iteration 33Q: 3 clusters Score -1.464643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -14646444.000000 Penalty: 13557.971680
	Iteration 34Q: 3 clusters Score -1.464644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -14646435.000000 Penalty: 13557.971680
	Iteration 35Q: 3 clusters Score -1.464644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -14646444.000000 Penalty: 13557.971680
	Iteration 36Q: 3 clusters Score -1.464644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -14646444.000000 Penalty: 13557.971680
	Iteration 37Q: 3 clusters Score -1.464644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -14646455.000000 Penalty: 13557.971680
	Iteration 38Q: 3 clusters Score -1.464646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -14646460.000000 Penalty: 13557.971680
	Iteration 39Q: 3 clusters Score -1.464646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -14646462.000000 Penalty: 13557.971680
	Iteration 40F: 3 clusters Score -1.464646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -14646457.000000 Penalty: 13557.971680
	Iteration 41Q: 3 clusters Score -1.464646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -14646457.000000 Penalty: 13557.971680
	Iteration 42F: 3 clusters Score -1.464646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (115711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115711 members 
Entering Unmasked Estep 
Score: -26303302.000000 Penalty: 7141.045898
	Iteration 0F: 2 clusters Score -2.63033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -26224490.000000 Penalty: 14282.091797
	Iteration 0F: 3 clusters Score -2.622449e+07 nChanged 53315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -26253982.000000 Penalty: 14282.091797
	Iteration 1F: 3 clusters Score -2.625398e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -26255016.000000 Penalty: 14282.091797
	Iteration 2Q: 3 clusters Score -2.625502e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -26255918.000000 Penalty: 14282.091797
	Iteration 3Q: 3 clusters Score -2.625592e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -26256724.000000 Penalty: 14282.091797
	Iteration 4Q: 3 clusters Score -2.625672e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -26257780.000000 Penalty: 14282.091797
	Iteration 5Q: 3 clusters Score -2.625778e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -26258594.000000 Penalty: 14282.091797
	Iteration 6Q: 3 clusters Score -2.625859e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -26259622.000000 Penalty: 14282.091797
	Iteration 7Q: 3 clusters Score -2.625962e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -26261018.000000 Penalty: 14282.091797
	Iteration 8Q: 3 clusters Score -2.626102e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -26263208.000000 Penalty: 14282.091797
	Iteration 9Q: 3 clusters Score -2.626321e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -26266424.000000 Penalty: 14282.091797
	Iteration 10F: 3 clusters Score -2.626642e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -26271576.000000 Penalty: 14282.091797
	Iteration 11F: 3 clusters Score -2.627158e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -26278510.000000 Penalty: 14282.091797
	Iteration 12F: 3 clusters Score -2.627851e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 102886 members 
Entering Unmasked Estep 
Score: -26285636.000000 Penalty: 14282.091797
	Iteration 13F: 3 clusters Score -2.628564e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 108781 members 
Entering Unmasked Estep 
Score: -26291030.000000 Penalty: 14282.091797
	Iteration 14F: 3 clusters Score -2.629103e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 112281 members 
Entering Unmasked Estep 
Score: -26294140.000000 Penalty: 14282.091797
	Iteration 15Q: 3 clusters Score -2.629414e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 113852 members 
Entering Unmasked Estep 
Score: -26295550.000000 Penalty: 14282.091797
	Iteration 16Q: 3 clusters Score -2.629555e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 114506 members 
Entering Unmasked Estep 
Score: -26296236.000000 Penalty: 14282.091797
	Iteration 17Q: 3 clusters Score -2.629624e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -26296528.000000 Penalty: 14282.091797
	Iteration 18Q: 3 clusters Score -2.629653e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 114881 members 
Entering Unmasked Estep 
Score: -26296670.000000 Penalty: 14282.091797
	Iteration 19Q: 3 clusters Score -2.629667e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 114923 members 
Entering Unmasked Estep 
Score: -26296734.000000 Penalty: 14282.091797
	Iteration 20F: 3 clusters Score -2.629673e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 114962 members 
Entering Unmasked Estep 
Score: -26296794.000000 Penalty: 14282.091797
	Iteration 21Q: 3 clusters Score -2.629679e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 114984 members 
Entering Unmasked Estep 
Score: -26296836.000000 Penalty: 14282.091797
	Iteration 22Q: 3 clusters Score -2.629684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 114991 members 
Entering Unmasked Estep 
Score: -26296852.000000 Penalty: 14282.091797
	Iteration 23Q: 3 clusters Score -2.629685e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 115005 members 
Entering Unmasked Estep 
Score: -26296894.000000 Penalty: 14282.091797
	Iteration 24Q: 3 clusters Score -2.629689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -26296940.000000 Penalty: 14282.091797
	Iteration 25Q: 3 clusters Score -2.629694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 115027 members 
Entering Unmasked Estep 
Score: -26296952.000000 Penalty: 14282.091797
	Iteration 26Q: 3 clusters Score -2.629695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 115032 members 
Entering Unmasked Estep 
Score: -26296960.000000 Penalty: 14282.091797
	Iteration 27Q: 3 clusters Score -2.629696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -26296960.000000 Penalty: 14282.091797
	Iteration 28Q: 3 clusters Score -2.629696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 115036 members 
Entering Unmasked Estep 
Score: -26296980.000000 Penalty: 14282.091797
	Iteration 29Q: 3 clusters Score -2.629698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 115035 members 
Entering Unmasked Estep 
Score: -26296966.000000 Penalty: 14282.091797
	Iteration 30Q: 3 clusters Score -2.629697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 115035 members 
Entering Unmasked Estep 
Score: -26296966.000000 Penalty: 14282.091797
	Iteration 31F: 3 clusters Score -2.629697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Entering Unmasked Estep 
Score: -3983466.500000 Penalty: 5979.072754
	Iteration 0F: 2 clusters Score -3983466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3968608.500000 Penalty: 11958.145508
	Iteration 0F: 3 clusters Score -3968608 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3972248.750000 Penalty: 11958.145508
	Iteration 1F: 3 clusters Score -3972249 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3972788.750000 Penalty: 11958.145508
	Iteration 2F: 3 clusters Score -3972789 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -3973190.250000 Penalty: 11958.145508
	Iteration 3Q: 3 clusters Score -3973190 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3973481.750000 Penalty: 11958.145508
	Iteration 4Q: 3 clusters Score -3973482 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3973723.750000 Penalty: 11958.145508
	Iteration 5Q: 3 clusters Score -3973724 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3973923.250000 Penalty: 11958.145508
	Iteration 6Q: 3 clusters Score -3973923 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3974106.750000 Penalty: 11958.145508
	Iteration 7Q: 3 clusters Score -3974107 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3974239.000000 Penalty: 11958.145508
	Iteration 8Q: 3 clusters Score -3974239 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3974399.250000 Penalty: 11958.145508
	Iteration 9Q: 3 clusters Score -3974399 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3974522.750000 Penalty: 11958.145508
	Iteration 10Q: 3 clusters Score -3974523 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3974613.250000 Penalty: 11958.145508
	Iteration 11Q: 3 clusters Score -3974613 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3974710.000000 Penalty: 11958.145508
	Iteration 12Q: 3 clusters Score -3974710 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3974788.750000 Penalty: 11958.145508
	Iteration 13Q: 3 clusters Score -3974789 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3974874.750000 Penalty: 11958.145508
	Iteration 14Q: 3 clusters Score -3974875 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3974949.500000 Penalty: 11958.145508
	Iteration 15Q: 3 clusters Score -3974950 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3975008.500000 Penalty: 11958.145508
	Iteration 16Q: 3 clusters Score -3975008 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3975081.500000 Penalty: 11958.145508
	Iteration 17Q: 3 clusters Score -3975082 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3975129.000000 Penalty: 11958.145508
	Iteration 18Q: 3 clusters Score -3975129 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3975191.750000 Penalty: 11958.145508
	Iteration 19Q: 3 clusters Score -3975192 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3975259.000000 Penalty: 11958.145508
	Iteration 20F: 3 clusters Score -3975259 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3975331.000000 Penalty: 11958.145508
	Iteration 21Q: 3 clusters Score -3975331 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3975435.750000 Penalty: 11958.145508
	Iteration 22Q: 3 clusters Score -3975436 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3975516.500000 Penalty: 11958.145508
	Iteration 23Q: 3 clusters Score -3975516 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3975567.500000 Penalty: 11958.145508
	Iteration 24Q: 3 clusters Score -3975568 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3975658.500000 Penalty: 11958.145508
	Iteration 25Q: 3 clusters Score -3975658 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3975768.000000 Penalty: 11958.145508
	Iteration 26Q: 3 clusters Score -3975768 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3975860.500000 Penalty: 11958.145508
	Iteration 27Q: 3 clusters Score -3975860 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3975966.000000 Penalty: 11958.145508
	Iteration 28Q: 3 clusters Score -3975966 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3976113.250000 Penalty: 11958.145508
	Iteration 29Q: 3 clusters Score -3976113 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3976259.500000 Penalty: 11958.145508
	Iteration 30Q: 3 clusters Score -3976260 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3976468.000000 Penalty: 11958.145508
	Iteration 31Q: 3 clusters Score -3976468 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3976662.500000 Penalty: 11958.145508
	Iteration 32Q: 3 clusters Score -3976662 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3976823.000000 Penalty: 11958.145508
	Iteration 33Q: 3 clusters Score -3976823 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3976975.000000 Penalty: 11958.145508
	Iteration 34Q: 3 clusters Score -3976975 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3977123.250000 Penalty: 11958.145508
	Iteration 35Q: 3 clusters Score -3977123 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3977276.750000 Penalty: 11958.145508
	Iteration 36Q: 3 clusters Score -3977277 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3977375.000000 Penalty: 11958.145508
	Iteration 37Q: 3 clusters Score -3977375 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3977442.000000 Penalty: 11958.145508
	Iteration 38Q: 3 clusters Score -3977442 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3977527.250000 Penalty: 11958.145508
	Iteration 39Q: 3 clusters Score -3977527 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3977600.500000 Penalty: 11958.145508
	Iteration 40F: 3 clusters Score -3977600 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3977662.000000 Penalty: 11958.145508
	Iteration 41Q: 3 clusters Score -3977662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3977719.000000 Penalty: 11958.145508
	Iteration 42Q: 3 clusters Score -3977719 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3977788.000000 Penalty: 11958.145508
	Iteration 43Q: 3 clusters Score -3977788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3977829.750000 Penalty: 11958.145508
	Iteration 44Q: 3 clusters Score -3977830 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3977890.000000 Penalty: 11958.145508
	Iteration 45Q: 3 clusters Score -3977890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3977942.000000 Penalty: 11958.145508
	Iteration 46Q: 3 clusters Score -3977942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3977983.250000 Penalty: 11958.145508
	Iteration 47Q: 3 clusters Score -3977983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3978004.500000 Penalty: 11958.145508
	Iteration 48Q: 3 clusters Score -3978004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3978027.000000 Penalty: 11958.145508
	Iteration 49Q: 3 clusters Score -3978027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3978044.250000 Penalty: 11958.145508
	Iteration 50Q: 3 clusters Score -3978044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3978076.500000 Penalty: 11958.145508
	Iteration 51Q: 3 clusters Score -3978076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3978096.750000 Penalty: 11958.145508
	Iteration 52Q: 3 clusters Score -3978097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3978117.500000 Penalty: 11958.145508
	Iteration 53Q: 3 clusters Score -3978118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3978134.500000 Penalty: 11958.145508
	Iteration 54Q: 3 clusters Score -3978134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3978148.000000 Penalty: 11958.145508
	Iteration 55Q: 3 clusters Score -3978148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3978152.250000 Penalty: 11958.145508
	Iteration 56Q: 3 clusters Score -3978152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3978167.750000 Penalty: 11958.145508
	Iteration 57Q: 3 clusters Score -3978168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3978170.000000 Penalty: 11958.145508
	Iteration 58Q: 3 clusters Score -3978170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3978180.000000 Penalty: 11958.145508
	Iteration 59Q: 3 clusters Score -3978180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3978190.250000 Penalty: 11958.145508
	Iteration 60F: 3 clusters Score -3978190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3978198.000000 Penalty: 11958.145508
	Iteration 61Q: 3 clusters Score -3978198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3978202.000000 Penalty: 11958.145508
	Iteration 62Q: 3 clusters Score -3978202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3978204.500000 Penalty: 11958.145508
	Iteration 63Q: 3 clusters Score -3978204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3978211.750000 Penalty: 11958.145508
	Iteration 64Q: 3 clusters Score -3978212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3978222.250000 Penalty: 11958.145508
	Iteration 65Q: 3 clusters Score -3978222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3978231.750000 Penalty: 11958.145508
	Iteration 66Q: 3 clusters Score -3978232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3978238.750000 Penalty: 11958.145508
	Iteration 67Q: 3 clusters Score -3978239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3978243.500000 Penalty: 11958.145508
	Iteration 68Q: 3 clusters Score -3978244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3978250.500000 Penalty: 11958.145508
	Iteration 69Q: 3 clusters Score -3978250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3978267.500000 Penalty: 11958.145508
	Iteration 70Q: 3 clusters Score -3978268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3978267.750000 Penalty: 11958.145508
	Iteration 71Q: 3 clusters Score -3978268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3978272.500000 Penalty: 11958.145508
	Iteration 72Q: 3 clusters Score -3978272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3978281.750000 Penalty: 11958.145508
	Iteration 73Q: 3 clusters Score -3978282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3978277.000000 Penalty: 11958.145508
	Iteration 74Q: 3 clusters Score -3978277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3978278.250000 Penalty: 11958.145508
	Iteration 75Q: 3 clusters Score -3978278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3978284.000000 Penalty: 11958.145508
	Iteration 76Q: 3 clusters Score -3978284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3978283.750000 Penalty: 11958.145508
	Iteration 77Q: 3 clusters Score -3978284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3978284.000000 Penalty: 11958.145508
	Iteration 78Q: 3 clusters Score -3978284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3978284.250000 Penalty: 11958.145508
	Iteration 79Q: 3 clusters Score -3978284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3978286.250000 Penalty: 11958.145508
	Iteration 80F: 3 clusters Score -3978286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3978287.250000 Penalty: 11958.145508
	Iteration 81Q: 3 clusters Score -3978287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3978295.000000 Penalty: 11958.145508
	Iteration 82Q: 3 clusters Score -3978295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3978295.000000 Penalty: 11958.145508
	Iteration 83F: 3 clusters Score -3978295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (54744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Entering Unmasked Estep 
Score: -12423236.000000 Penalty: 6682.634277
	Iteration 0F: 2 clusters Score -1.242324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -12384477.000000 Penalty: 13365.268555
	Iteration 0F: 3 clusters Score -1.238448e+07 nChanged 24313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -12397437.000000 Penalty: 13365.268555
	Iteration 1F: 3 clusters Score -1.239744e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -12398488.000000 Penalty: 13365.268555
	Iteration 2F: 3 clusters Score -1.239849e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -12399272.000000 Penalty: 13365.268555
	Iteration 3Q: 3 clusters Score -1.239927e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -12399848.000000 Penalty: 13365.268555
	Iteration 4Q: 3 clusters Score -1.239985e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -12400351.000000 Penalty: 13365.268555
	Iteration 5Q: 3 clusters Score -1.240035e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -12400807.000000 Penalty: 13365.268555
	Iteration 6Q: 3 clusters Score -1.240081e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -12401158.000000 Penalty: 13365.268555
	Iteration 7Q: 3 clusters Score -1.240116e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -12401608.000000 Penalty: 13365.268555
	Iteration 8Q: 3 clusters Score -1.240161e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -12402018.000000 Penalty: 13365.268555
	Iteration 9Q: 3 clusters Score -1.240202e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -12402604.000000 Penalty: 13365.268555
	Iteration 10Q: 3 clusters Score -1.24026e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -12403282.000000 Penalty: 13365.268555
	Iteration 11Q: 3 clusters Score -1.240328e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -12404160.000000 Penalty: 13365.268555
	Iteration 12Q: 3 clusters Score -1.240416e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -12405329.000000 Penalty: 13365.268555
	Iteration 13Q: 3 clusters Score -1.240533e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -12406758.000000 Penalty: 13365.268555
	Iteration 14Q: 3 clusters Score -1.240676e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -12408577.000000 Penalty: 13365.268555
	Iteration 15F: 3 clusters Score -1.240858e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -12410702.000000 Penalty: 13365.268555
	Iteration 16F: 3 clusters Score -1.24107e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -12412868.000000 Penalty: 13365.268555
	Iteration 17Q: 3 clusters Score -1.241287e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -12414484.000000 Penalty: 13365.268555
	Iteration 18Q: 3 clusters Score -1.241448e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -12415628.000000 Penalty: 13365.268555
	Iteration 19Q: 3 clusters Score -1.241563e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -12416293.000000 Penalty: 13365.268555
	Iteration 20F: 3 clusters Score -1.241629e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -12416675.000000 Penalty: 13365.268555
	Iteration 21Q: 3 clusters Score -1.241668e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -12416889.000000 Penalty: 13365.268555
	Iteration 22Q: 3 clusters Score -1.241689e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -12417011.000000 Penalty: 13365.268555
	Iteration 23Q: 3 clusters Score -1.241701e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -12417099.000000 Penalty: 13365.268555
	Iteration 24Q: 3 clusters Score -1.24171e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -12417147.000000 Penalty: 13365.268555
	Iteration 25Q: 3 clusters Score -1.241715e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -12417206.000000 Penalty: 13365.268555
	Iteration 26Q: 3 clusters Score -1.241721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -12417239.000000 Penalty: 13365.268555
	Iteration 27Q: 3 clusters Score -1.241724e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -12417289.000000 Penalty: 13365.268555
	Iteration 28Q: 3 clusters Score -1.241729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -12417317.000000 Penalty: 13365.268555
	Iteration 29Q: 3 clusters Score -1.241732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -12417334.000000 Penalty: 13365.268555
	Iteration 30Q: 3 clusters Score -1.241733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -12417344.000000 Penalty: 13365.268555
	Iteration 31Q: 3 clusters Score -1.241734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -12417372.000000 Penalty: 13365.268555
	Iteration 32Q: 3 clusters Score -1.241737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -12417372.000000 Penalty: 13365.268555
	Iteration 33Q: 3 clusters Score -1.241737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -12417383.000000 Penalty: 13365.268555
	Iteration 34Q: 3 clusters Score -1.241738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -12417383.000000 Penalty: 13365.268555
	Iteration 35Q: 3 clusters Score -1.241738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -12417389.000000 Penalty: 13365.268555
	Iteration 36Q: 3 clusters Score -1.241739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -12417397.000000 Penalty: 13365.268555
	Iteration 37Q: 3 clusters Score -1.24174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -12417402.000000 Penalty: 13365.268555
	Iteration 38Q: 3 clusters Score -1.24174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -12417408.000000 Penalty: 13365.268555
	Iteration 39Q: 3 clusters Score -1.241741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -12417409.000000 Penalty: 13365.268555
	Iteration 40F: 3 clusters Score -1.241741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -12417407.000000 Penalty: 13365.268555
	Iteration 41Q: 3 clusters Score -1.241741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -12417416.000000 Penalty: 13365.268555
	Iteration 42Q: 3 clusters Score -1.241742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -12417416.000000 Penalty: 13365.268555
	Iteration 43F: 3 clusters Score -1.241742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Entering Unmasked Estep 
Score: -4050684.500000 Penalty: 5988.700684
	Iteration 0F: 2 clusters Score -4050684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -4035813.500000 Penalty: 11977.401367
	Iteration 0F: 3 clusters Score -4035814 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -4039441.000000 Penalty: 11977.401367
	Iteration 1F: 3 clusters Score -4039441 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -4040005.000000 Penalty: 11977.401367
	Iteration 2F: 3 clusters Score -4040005 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -4040344.000000 Penalty: 11977.401367
	Iteration 3Q: 3 clusters Score -4040344 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -4040589.250000 Penalty: 11977.401367
	Iteration 4Q: 3 clusters Score -4040589 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -4040788.250000 Penalty: 11977.401367
	Iteration 5Q: 3 clusters Score -4040788 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -4040910.750000 Penalty: 11977.401367
	Iteration 6Q: 3 clusters Score -4040911 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4041028.250000 Penalty: 11977.401367
	Iteration 7Q: 3 clusters Score -4041028 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -4041163.750000 Penalty: 11977.401367
	Iteration 8Q: 3 clusters Score -4041164 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -4041262.250000 Penalty: 11977.401367
	Iteration 9Q: 3 clusters Score -4041262 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -4041350.500000 Penalty: 11977.401367
	Iteration 10Q: 3 clusters Score -4041350 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -4041451.750000 Penalty: 11977.401367
	Iteration 11Q: 3 clusters Score -4041452 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -4041554.250000 Penalty: 11977.401367
	Iteration 12Q: 3 clusters Score -4041554 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -4041665.250000 Penalty: 11977.401367
	Iteration 13Q: 3 clusters Score -4041665 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4041746.750000 Penalty: 11977.401367
	Iteration 14Q: 3 clusters Score -4041747 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -4041890.500000 Penalty: 11977.401367
	Iteration 15Q: 3 clusters Score -4041890 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4042002.500000 Penalty: 11977.401367
	Iteration 16Q: 3 clusters Score -4042002 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -4042153.250000 Penalty: 11977.401367
	Iteration 17Q: 3 clusters Score -4042153 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -4042333.750000 Penalty: 11977.401367
	Iteration 18Q: 3 clusters Score -4042334 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -4042542.000000 Penalty: 11977.401367
	Iteration 19Q: 3 clusters Score -4042542 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4042744.750000 Penalty: 11977.401367
	Iteration 20F: 3 clusters Score -4042745 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -4042993.500000 Penalty: 11977.401367
	Iteration 21Q: 3 clusters Score -4042994 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4043248.500000 Penalty: 11977.401367
	Iteration 22Q: 3 clusters Score -4043248 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -4043545.000000 Penalty: 11977.401367
	Iteration 23Q: 3 clusters Score -4043545 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -4043783.750000 Penalty: 11977.401367
	Iteration 24Q: 3 clusters Score -4043784 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -4043991.000000 Penalty: 11977.401367
	Iteration 25Q: 3 clusters Score -4043991 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -4044199.500000 Penalty: 11977.401367
	Iteration 26Q: 3 clusters Score -4044200 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4044375.250000 Penalty: 11977.401367
	Iteration 27Q: 3 clusters Score -4044375 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4044533.750000 Penalty: 11977.401367
	Iteration 28Q: 3 clusters Score -4044534 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -4044688.000000 Penalty: 11977.401367
	Iteration 29Q: 3 clusters Score -4044688 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -4044810.500000 Penalty: 11977.401367
	Iteration 30Q: 3 clusters Score -4044810 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4044916.500000 Penalty: 11977.401367
	Iteration 31Q: 3 clusters Score -4044916 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -4044985.000000 Penalty: 11977.401367
	Iteration 32Q: 3 clusters Score -4044985 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -4045038.750000 Penalty: 11977.401367
	Iteration 33Q: 3 clusters Score -4045039 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -4045088.000000 Penalty: 11977.401367
	Iteration 34Q: 3 clusters Score -4045088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4045127.750000 Penalty: 11977.401367
	Iteration 35Q: 3 clusters Score -4045128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -4045171.500000 Penalty: 11977.401367
	Iteration 36Q: 3 clusters Score -4045172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4045190.000000 Penalty: 11977.401367
	Iteration 37Q: 3 clusters Score -4045190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -4045214.500000 Penalty: 11977.401367
	Iteration 38Q: 3 clusters Score -4045214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4045243.000000 Penalty: 11977.401367
	Iteration 39Q: 3 clusters Score -4045243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4045270.000000 Penalty: 11977.401367
	Iteration 40F: 3 clusters Score -4045270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4045299.000000 Penalty: 11977.401367
	Iteration 41Q: 3 clusters Score -4045299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -4045314.500000 Penalty: 11977.401367
	Iteration 42Q: 3 clusters Score -4045314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4045338.000000 Penalty: 11977.401367
	Iteration 43Q: 3 clusters Score -4045338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4045353.750000 Penalty: 11977.401367
	Iteration 44Q: 3 clusters Score -4045354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -4045364.500000 Penalty: 11977.401367
	Iteration 45Q: 3 clusters Score -4045364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -4045368.750000 Penalty: 11977.401367
	Iteration 46Q: 3 clusters Score -4045369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -4045378.000000 Penalty: 11977.401367
	Iteration 47Q: 3 clusters Score -4045378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -4045393.250000 Penalty: 11977.401367
	Iteration 48Q: 3 clusters Score -4045393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -4045409.750000 Penalty: 11977.401367
	Iteration 49Q: 3 clusters Score -4045410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -4045420.750000 Penalty: 11977.401367
	Iteration 50Q: 3 clusters Score -4045421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4045436.000000 Penalty: 11977.401367
	Iteration 51Q: 3 clusters Score -4045436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4045437.250000 Penalty: 11977.401367
	Iteration 52Q: 3 clusters Score -4045437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -4045443.500000 Penalty: 11977.401367
	Iteration 53Q: 3 clusters Score -4045444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4045453.750000 Penalty: 11977.401367
	Iteration 54Q: 3 clusters Score -4045454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4045454.500000 Penalty: 11977.401367
	Iteration 55Q: 3 clusters Score -4045454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4045462.500000 Penalty: 11977.401367
	Iteration 56Q: 3 clusters Score -4045462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4045467.500000 Penalty: 11977.401367
	Iteration 57Q: 3 clusters Score -4045468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4045471.750000 Penalty: 11977.401367
	Iteration 58Q: 3 clusters Score -4045472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -4045471.500000 Penalty: 11977.401367
	Iteration 59Q: 3 clusters Score -4045472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -4045478.750000 Penalty: 11977.401367
	Iteration 60F: 3 clusters Score -4045479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -4045483.000000 Penalty: 11977.401367
	Iteration 61Q: 3 clusters Score -4045483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -4045483.750000 Penalty: 11977.401367
	Iteration 62Q: 3 clusters Score -4045484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -4045486.500000 Penalty: 11977.401367
	Iteration 63Q: 3 clusters Score -4045486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -4045481.250000 Penalty: 11977.401367
	Iteration 64Q: 3 clusters Score -4045481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4045484.000000 Penalty: 11977.401367
	Iteration 65Q: 3 clusters Score -4045484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4045484.000000 Penalty: 11977.401367
	Iteration 66F: 3 clusters Score -4045484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99882 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7885 members 
Mstep: Class 5 contains 62637 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9853 members 
Mstep: Class 8 contains 73600 members 
Mstep: Class 9 contains 42669 members 
Mstep: Class 10 contains 99077 members 
Mstep: Class 11 contains 33717 members 
Mstep: Class 12 contains 90434 members 
Mstep: Class 13 contains 53732 members 
Mstep: Class 14 contains 149904 members 
Mstep: Class 15 contains 16069 members 
Mstep: Class 16 contains 20190 members 
Mstep: Class 17 contains 125016 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20314 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64070 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17357 members 
Mstep: Class 25 contains 54744 members 
Mstep: Class 26 contains 17632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447680.000000 Penalty: 223145.312500
Iteration 119Q: 27 clusters Score -2.724477e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99880 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7886 members 
Mstep: Class 5 contains 62638 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9853 members 
Mstep: Class 8 contains 73590 members 
Mstep: Class 9 contains 42669 members 
Mstep: Class 10 contains 99081 members 
Mstep: Class 11 contains 33719 members 
Mstep: Class 12 contains 90435 members 
Mstep: Class 13 contains 53735 members 
Mstep: Class 14 contains 149902 members 
Mstep: Class 15 contains 16070 members 
Mstep: Class 16 contains 20192 members 
Mstep: Class 17 contains 125016 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20312 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64070 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17357 members 
Mstep: Class 25 contains 54744 members 
Mstep: Class 26 contains 17633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447744.000000 Penalty: 223145.312500
Iteration 120F: 27 clusters Score -2.724477e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99878 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7889 members 
Mstep: Class 5 contains 62637 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9855 members 
Mstep: Class 8 contains 73581 members 
Mstep: Class 9 contains 42665 members 
Mstep: Class 10 contains 99081 members 
Mstep: Class 11 contains 33721 members 
Mstep: Class 12 contains 90435 members 
Mstep: Class 13 contains 53737 members 
Mstep: Class 14 contains 149902 members 
Mstep: Class 15 contains 16070 members 
Mstep: Class 16 contains 20197 members 
Mstep: Class 17 contains 125016 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20309 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64070 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17357 members 
Mstep: Class 25 contains 54746 members 
Mstep: Class 26 contains 17636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447744.000000 Penalty: 223145.312500
Iteration 121Q: 27 clusters Score -2.724477e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99876 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7890 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 9856 members 
Mstep: Class 8 contains 73573 members 
Mstep: Class 9 contains 42662 members 
Mstep: Class 10 contains 99085 members 
Mstep: Class 11 contains 33725 members 
Mstep: Class 12 contains 90434 members 
Mstep: Class 13 contains 53735 members 
Mstep: Class 14 contains 149901 members 
Mstep: Class 15 contains 16071 members 
Mstep: Class 16 contains 20206 members 
Mstep: Class 17 contains 125016 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20302 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64071 members 
Mstep: Class 23 contains 115712 members 
Mstep: Class 24 contains 17357 members 
Mstep: Class 25 contains 54748 members 
Mstep: Class 26 contains 17640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447648.000000 Penalty: 223145.312500
Iteration 122Q: 27 clusters Score -2.724476e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99878 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7892 members 
Mstep: Class 5 contains 62636 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 9855 members 
Mstep: Class 8 contains 73567 members 
Mstep: Class 9 contains 42655 members 
Mstep: Class 10 contains 99091 members 
Mstep: Class 11 contains 33726 members 
Mstep: Class 12 contains 90432 members 
Mstep: Class 13 contains 53728 members 
Mstep: Class 14 contains 149901 members 
Mstep: Class 15 contains 16068 members 
Mstep: Class 16 contains 20213 members 
Mstep: Class 17 contains 125015 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20299 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64071 members 
Mstep: Class 23 contains 115714 members 
Mstep: Class 24 contains 17357 members 
Mstep: Class 25 contains 54753 members 
Mstep: Class 26 contains 17643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447808.000000 Penalty: 223145.312500
Iteration 123Q: 27 clusters Score -2.724478e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99879 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7891 members 
Mstep: Class 5 contains 62639 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 9857 members 
Mstep: Class 8 contains 73561 members 
Mstep: Class 9 contains 42651 members 
Mstep: Class 10 contains 99096 members 
Mstep: Class 11 contains 33726 members 
Mstep: Class 12 contains 90431 members 
Mstep: Class 13 contains 53724 members 
Mstep: Class 14 contains 149897 members 
Mstep: Class 15 contains 16067 members 
Mstep: Class 16 contains 20221 members 
Mstep: Class 17 contains 125017 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20296 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64070 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17357 members 
Mstep: Class 25 contains 54757 members 
Mstep: Class 26 contains 17646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447808.000000 Penalty: 223145.312500
Iteration 124Q: 27 clusters Score -2.724478e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99886 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7894 members 
Mstep: Class 5 contains 62638 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 9857 members 
Mstep: Class 8 contains 73554 members 
Mstep: Class 9 contains 42646 members 
Mstep: Class 10 contains 99104 members 
Mstep: Class 11 contains 33727 members 
Mstep: Class 12 contains 90432 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 149896 members 
Mstep: Class 15 contains 16065 members 
Mstep: Class 16 contains 20223 members 
Mstep: Class 17 contains 125015 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 20292 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64069 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17357 members 
Mstep: Class 25 contains 54757 members 
Mstep: Class 26 contains 17647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447968.000000 Penalty: 223145.312500
Iteration 125Q: 27 clusters Score -2.72448e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99886 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7900 members 
Mstep: Class 5 contains 62640 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 9857 members 
Mstep: Class 8 contains 73544 members 
Mstep: Class 9 contains 42642 members 
Mstep: Class 10 contains 99111 members 
Mstep: Class 11 contains 33727 members 
Mstep: Class 12 contains 90432 members 
Mstep: Class 13 contains 53722 members 
Mstep: Class 14 contains 149892 members 
Mstep: Class 15 contains 16064 members 
Mstep: Class 16 contains 20227 members 
Mstep: Class 17 contains 125014 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 20292 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64069 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 17357 members 
Mstep: Class 25 contains 54757 members 
Mstep: Class 26 contains 17648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447808.000000 Penalty: 223145.312500
Iteration 126Q: 27 clusters Score -2.724478e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99886 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7907 members 
Mstep: Class 5 contains 62642 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 9854 members 
Mstep: Class 8 contains 73529 members 
Mstep: Class 9 contains 42637 members 
Mstep: Class 10 contains 99123 members 
Mstep: Class 11 contains 33726 members 
Mstep: Class 12 contains 90431 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 149888 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 20229 members 
Mstep: Class 17 contains 125016 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 20291 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64070 members 
Mstep: Class 23 contains 115707 members 
Mstep: Class 24 contains 17357 members 
Mstep: Class 25 contains 54758 members 
Mstep: Class 26 contains 17652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447744.000000 Penalty: 223145.312500
Iteration 127Q: 27 clusters Score -2.724477e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99886 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7910 members 
Mstep: Class 5 contains 62638 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 9850 members 
Mstep: Class 8 contains 73507 members 
Mstep: Class 9 contains 42634 members 
Mstep: Class 10 contains 99135 members 
Mstep: Class 11 contains 33726 members 
Mstep: Class 12 contains 90430 members 
Mstep: Class 13 contains 53730 members 
Mstep: Class 14 contains 149886 members 
Mstep: Class 15 contains 16067 members 
Mstep: Class 16 contains 20238 members 
Mstep: Class 17 contains 125017 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 20289 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64072 members 
Mstep: Class 23 contains 115708 members 
Mstep: Class 24 contains 17356 members 
Mstep: Class 25 contains 54758 members 
Mstep: Class 26 contains 17655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447616.000000 Penalty: 223145.312500
Iteration 128Q: 27 clusters Score -2.724476e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99887 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7906 members 
Mstep: Class 5 contains 62639 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 9850 members 
Mstep: Class 8 contains 73492 members 
Mstep: Class 9 contains 42636 members 
Mstep: Class 10 contains 99151 members 
Mstep: Class 11 contains 33725 members 
Mstep: Class 12 contains 90429 members 
Mstep: Class 13 contains 53722 members 
Mstep: Class 14 contains 149886 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 20243 members 
Mstep: Class 17 contains 125019 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 20286 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64074 members 
Mstep: Class 23 contains 115709 members 
Mstep: Class 24 contains 17354 members 
Mstep: Class 25 contains 54762 members 
Mstep: Class 26 contains 17655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447712.000000 Penalty: 223145.312500
Iteration 129Q: 27 clusters Score -2.724477e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99895 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7905 members 
Mstep: Class 5 contains 62632 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 9851 members 
Mstep: Class 8 contains 73482 members 
Mstep: Class 9 contains 42633 members 
Mstep: Class 10 contains 99156 members 
Mstep: Class 11 contains 33726 members 
Mstep: Class 12 contains 90431 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 149884 members 
Mstep: Class 15 contains 16062 members 
Mstep: Class 16 contains 20251 members 
Mstep: Class 17 contains 125021 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 20283 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64076 members 
Mstep: Class 23 contains 115708 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54763 members 
Mstep: Class 26 contains 17655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447840.000000 Penalty: 223145.312500
Iteration 130Q: 27 clusters Score -2.724478e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99896 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7900 members 
Mstep: Class 5 contains 62631 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 9850 members 
Mstep: Class 8 contains 73469 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 99166 members 
Mstep: Class 11 contains 33727 members 
Mstep: Class 12 contains 90430 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 149885 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 20254 members 
Mstep: Class 17 contains 125023 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 20279 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64077 members 
Mstep: Class 23 contains 115708 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54768 members 
Mstep: Class 26 contains 17656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447840.000000 Penalty: 223145.312500
Iteration 131Q: 27 clusters Score -2.724478e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99898 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7907 members 
Mstep: Class 5 contains 62632 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 9848 members 
Mstep: Class 8 contains 73461 members 
Mstep: Class 9 contains 42634 members 
Mstep: Class 10 contains 99173 members 
Mstep: Class 11 contains 33729 members 
Mstep: Class 12 contains 90426 members 
Mstep: Class 13 contains 53720 members 
Mstep: Class 14 contains 149883 members 
Mstep: Class 15 contains 16067 members 
Mstep: Class 16 contains 20255 members 
Mstep: Class 17 contains 125023 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 20275 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64076 members 
Mstep: Class 23 contains 115707 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54767 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447840.000000 Penalty: 223145.312500
Iteration 132Q: 27 clusters Score -2.724478e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99898 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7908 members 
Mstep: Class 5 contains 62632 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 73453 members 
Mstep: Class 9 contains 42636 members 
Mstep: Class 10 contains 99182 members 
Mstep: Class 11 contains 33732 members 
Mstep: Class 12 contains 90425 members 
Mstep: Class 13 contains 53722 members 
Mstep: Class 14 contains 149884 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 20254 members 
Mstep: Class 17 contains 125024 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 20268 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64078 members 
Mstep: Class 23 contains 115706 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54769 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447968.000000 Penalty: 223145.312500
Iteration 133Q: 27 clusters Score -2.72448e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99899 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7908 members 
Mstep: Class 5 contains 62632 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 73439 members 
Mstep: Class 9 contains 42632 members 
Mstep: Class 10 contains 99191 members 
Mstep: Class 11 contains 33734 members 
Mstep: Class 12 contains 90426 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 149884 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 20254 members 
Mstep: Class 17 contains 125027 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 20266 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64079 members 
Mstep: Class 23 contains 115708 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54769 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272448064.000000 Penalty: 223145.312500
Iteration 134Q: 27 clusters Score -2.724481e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99901 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7910 members 
Mstep: Class 5 contains 62632 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 73428 members 
Mstep: Class 9 contains 42628 members 
Mstep: Class 10 contains 99203 members 
Mstep: Class 11 contains 33735 members 
Mstep: Class 12 contains 90426 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 149885 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 20254 members 
Mstep: Class 17 contains 125028 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 20262 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64078 members 
Mstep: Class 23 contains 115709 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54769 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272448064.000000 Penalty: 223145.312500
Iteration 135Q: 27 clusters Score -2.724481e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99904 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7911 members 
Mstep: Class 5 contains 62633 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 73419 members 
Mstep: Class 9 contains 42623 members 
Mstep: Class 10 contains 99212 members 
Mstep: Class 11 contains 33736 members 
Mstep: Class 12 contains 90426 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 149887 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 20256 members 
Mstep: Class 17 contains 125029 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 20257 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64078 members 
Mstep: Class 23 contains 115709 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54768 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272448064.000000 Penalty: 223145.312500
Iteration 136Q: 27 clusters Score -2.724481e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99911 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7912 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15658 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 73401 members 
Mstep: Class 9 contains 42618 members 
Mstep: Class 10 contains 99225 members 
Mstep: Class 11 contains 33735 members 
Mstep: Class 12 contains 90427 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 149890 members 
Mstep: Class 15 contains 16065 members 
Mstep: Class 16 contains 20258 members 
Mstep: Class 17 contains 125031 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20250 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64079 members 
Mstep: Class 23 contains 115708 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447936.000000 Penalty: 223145.312500
Iteration 137Q: 27 clusters Score -2.724479e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99913 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7914 members 
Mstep: Class 5 contains 62636 members 
Mstep: Class 6 contains 15659 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 73385 members 
Mstep: Class 9 contains 42618 members 
Mstep: Class 10 contains 99237 members 
Mstep: Class 11 contains 33734 members 
Mstep: Class 12 contains 90427 members 
Mstep: Class 13 contains 53728 members 
Mstep: Class 14 contains 149889 members 
Mstep: Class 15 contains 16064 members 
Mstep: Class 16 contains 20259 members 
Mstep: Class 17 contains 125031 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20246 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64079 members 
Mstep: Class 23 contains 115706 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447936.000000 Penalty: 223145.312500
Iteration 138Q: 27 clusters Score -2.724479e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99916 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 62637 members 
Mstep: Class 6 contains 15660 members 
Mstep: Class 7 contains 9846 members 
Mstep: Class 8 contains 73379 members 
Mstep: Class 9 contains 42613 members 
Mstep: Class 10 contains 99241 members 
Mstep: Class 11 contains 33733 members 
Mstep: Class 12 contains 90426 members 
Mstep: Class 13 contains 53730 members 
Mstep: Class 14 contains 149888 members 
Mstep: Class 15 contains 16064 members 
Mstep: Class 16 contains 20259 members 
Mstep: Class 17 contains 125033 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17345 members 
Mstep: Class 20 contains 20245 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64081 members 
Mstep: Class 23 contains 115705 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54769 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447872.000000 Penalty: 223145.312500
Iteration 139Q: 27 clusters Score -2.724479e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99917 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 62636 members 
Mstep: Class 6 contains 15661 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 73374 members 
Mstep: Class 9 contains 42614 members 
Mstep: Class 10 contains 99243 members 
Mstep: Class 11 contains 33733 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53730 members 
Mstep: Class 14 contains 149886 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 125036 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17345 members 
Mstep: Class 20 contains 20244 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115704 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272448000.000000 Penalty: 223145.312500
Iteration 140F: 27 clusters Score -2.72448e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99916 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7917 members 
Mstep: Class 5 contains 62636 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73370 members 
Mstep: Class 9 contains 42615 members 
Mstep: Class 10 contains 99245 members 
Mstep: Class 11 contains 33732 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53734 members 
Mstep: Class 14 contains 149886 members 
Mstep: Class 15 contains 16067 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 125034 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 20242 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115705 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447968.000000 Penalty: 223145.312500
Iteration 141Q: 27 clusters Score -2.72448e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99916 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7920 members 
Mstep: Class 5 contains 62635 members 
Mstep: Class 6 contains 15664 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73367 members 
Mstep: Class 9 contains 42617 members 
Mstep: Class 10 contains 99247 members 
Mstep: Class 11 contains 33732 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53733 members 
Mstep: Class 14 contains 149885 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 125035 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 20243 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115701 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272448000.000000 Penalty: 223145.312500
Iteration 142Q: 27 clusters Score -2.72448e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99916 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7922 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73365 members 
Mstep: Class 9 contains 42616 members 
Mstep: Class 10 contains 99246 members 
Mstep: Class 11 contains 33735 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53732 members 
Mstep: Class 14 contains 149885 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 125037 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 20243 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115695 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447776.000000 Penalty: 223145.312500
Iteration 143Q: 27 clusters Score -2.724478e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99916 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7926 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9842 members 
Mstep: Class 8 contains 73364 members 
Mstep: Class 9 contains 42615 members 
Mstep: Class 10 contains 99250 members 
Mstep: Class 11 contains 33735 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53731 members 
Mstep: Class 14 contains 149884 members 
Mstep: Class 15 contains 16065 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 125037 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 20242 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115694 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447936.000000 Penalty: 223145.312500
Iteration 144Q: 27 clusters Score -2.724479e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99916 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 73359 members 
Mstep: Class 9 contains 42615 members 
Mstep: Class 10 contains 99254 members 
Mstep: Class 11 contains 33735 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53731 members 
Mstep: Class 14 contains 149884 members 
Mstep: Class 15 contains 16064 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 125038 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 20242 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64082 members 
Mstep: Class 23 contains 115693 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447872.000000 Penalty: 223145.312500
Iteration 145Q: 27 clusters Score -2.724479e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99916 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73351 members 
Mstep: Class 9 contains 42615 members 
Mstep: Class 10 contains 99262 members 
Mstep: Class 11 contains 33735 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53730 members 
Mstep: Class 14 contains 149884 members 
Mstep: Class 15 contains 16062 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 125039 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17345 members 
Mstep: Class 20 contains 20242 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115694 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447840.000000 Penalty: 223145.312500
Iteration 146Q: 27 clusters Score -2.724478e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99917 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7928 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73346 members 
Mstep: Class 9 contains 42614 members 
Mstep: Class 10 contains 99268 members 
Mstep: Class 11 contains 33735 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53729 members 
Mstep: Class 14 contains 149884 members 
Mstep: Class 15 contains 16060 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 125040 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 20242 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115693 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447872.000000 Penalty: 223145.312500
Iteration 147Q: 27 clusters Score -2.724479e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99920 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7929 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73339 members 
Mstep: Class 9 contains 42613 members 
Mstep: Class 10 contains 99277 members 
Mstep: Class 11 contains 33735 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53727 members 
Mstep: Class 14 contains 149883 members 
Mstep: Class 15 contains 16061 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 125041 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17343 members 
Mstep: Class 20 contains 20242 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115692 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447808.000000 Penalty: 223145.312500
Iteration 148Q: 27 clusters Score -2.724478e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99921 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7930 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73330 members 
Mstep: Class 9 contains 42611 members 
Mstep: Class 10 contains 99284 members 
Mstep: Class 11 contains 33735 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53727 members 
Mstep: Class 14 contains 149882 members 
Mstep: Class 15 contains 16061 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 125042 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 20244 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64084 members 
Mstep: Class 23 contains 115691 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54771 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447936.000000 Penalty: 223145.312500
Iteration 149Q: 27 clusters Score -2.724479e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99922 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7931 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73327 members 
Mstep: Class 9 contains 42606 members 
Mstep: Class 10 contains 99287 members 
Mstep: Class 11 contains 33736 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53726 members 
Mstep: Class 14 contains 149880 members 
Mstep: Class 15 contains 16062 members 
Mstep: Class 16 contains 20260 members 
Mstep: Class 17 contains 125045 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 20245 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115690 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 54771 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447872.000000 Penalty: 223145.312500
Iteration 150Q: 27 clusters Score -2.724479e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99923 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7931 members 
Mstep: Class 5 contains 62635 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 42605 members 
Mstep: Class 10 contains 99289 members 
Mstep: Class 11 contains 33736 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53727 members 
Mstep: Class 14 contains 149880 members 
Mstep: Class 15 contains 16064 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 125043 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 20244 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115690 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447808.000000 Penalty: 223145.312500
Iteration 151Q: 27 clusters Score -2.724478e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99923 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 62635 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9842 members 
Mstep: Class 8 contains 73322 members 
Mstep: Class 9 contains 42606 members 
Mstep: Class 10 contains 99291 members 
Mstep: Class 11 contains 33736 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53726 members 
Mstep: Class 14 contains 149879 members 
Mstep: Class 15 contains 16065 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 125042 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 20244 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115691 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447808.000000 Penalty: 223145.312500
Iteration 152Q: 27 clusters Score -2.724478e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99923 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 62635 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73321 members 
Mstep: Class 9 contains 42606 members 
Mstep: Class 10 contains 99291 members 
Mstep: Class 11 contains 33736 members 
Mstep: Class 12 contains 90425 members 
Mstep: Class 13 contains 53726 members 
Mstep: Class 14 contains 149878 members 
Mstep: Class 15 contains 16062 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 125043 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 20245 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115692 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447808.000000 Penalty: 223145.312500
Iteration 153Q: 27 clusters Score -2.724478e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99924 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 62635 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9842 members 
Mstep: Class 8 contains 73321 members 
Mstep: Class 9 contains 42606 members 
Mstep: Class 10 contains 99291 members 
Mstep: Class 11 contains 33736 members 
Mstep: Class 12 contains 90424 members 
Mstep: Class 13 contains 53726 members 
Mstep: Class 14 contains 149878 members 
Mstep: Class 15 contains 16062 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 125045 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 20245 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115690 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447840.000000 Penalty: 223145.312500
Iteration 154Q: 27 clusters Score -2.724478e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99926 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7936 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9840 members 
Mstep: Class 8 contains 73320 members 
Mstep: Class 9 contains 42606 members 
Mstep: Class 10 contains 99291 members 
Mstep: Class 11 contains 33736 members 
Mstep: Class 12 contains 90421 members 
Mstep: Class 13 contains 53727 members 
Mstep: Class 14 contains 149878 members 
Mstep: Class 15 contains 16061 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 125045 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 20244 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447904.000000 Penalty: 223145.312500
Iteration 155Q: 27 clusters Score -2.724479e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99926 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7938 members 
Mstep: Class 5 contains 62635 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 73320 members 
Mstep: Class 9 contains 42605 members 
Mstep: Class 10 contains 99292 members 
Mstep: Class 11 contains 33736 members 
Mstep: Class 12 contains 90419 members 
Mstep: Class 13 contains 53726 members 
Mstep: Class 14 contains 149878 members 
Mstep: Class 15 contains 16061 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 125045 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 20243 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447904.000000 Penalty: 223145.312500
Iteration 156Q: 27 clusters Score -2.724479e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99927 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7940 members 
Mstep: Class 5 contains 62634 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9835 members 
Mstep: Class 8 contains 73320 members 
Mstep: Class 9 contains 42604 members 
Mstep: Class 10 contains 99292 members 
Mstep: Class 11 contains 33737 members 
Mstep: Class 12 contains 90419 members 
Mstep: Class 13 contains 53726 members 
Mstep: Class 14 contains 149878 members 
Mstep: Class 15 contains 16062 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 125045 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 20243 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 54770 members 
Mstep: Class 26 contains 17665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272448000.000000 Penalty: 223145.312500
Iteration 157Q: 27 clusters Score -2.72448e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99928 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7943 members 
Mstep: Class 5 contains 62633 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9833 members 
Mstep: Class 8 contains 73319 members 
Mstep: Class 9 contains 42603 members 
Mstep: Class 10 contains 99293 members 
Mstep: Class 11 contains 33737 members 
Mstep: Class 12 contains 90419 members 
Mstep: Class 13 contains 53725 members 
Mstep: Class 14 contains 149877 members 
Mstep: Class 15 contains 16064 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 125045 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 20243 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17351 members 
Mstep: Class 25 contains 54771 members 
Mstep: Class 26 contains 17665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272447936.000000 Penalty: 223145.312500
Iteration 158Q: 27 clusters Score -2.724479e+08 nChanged 8
Entering ConstructFrom: 
Score: -272447936.000000 Penalty: 223145.312500
Entering ConstructFrom: 
Trying to split cluster 1 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -285911.562500 Penalty: 4396.858887
	Iteration 0F: 2 clusters Score -285911.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -281527.000000 Penalty: 8793.717773
	Iteration 0F: 3 clusters Score -281527 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -281983.468750 Penalty: 8793.717773
	Iteration 1F: 3 clusters Score -281983.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -282078.750000 Penalty: 8793.717773
	Iteration 2Q: 3 clusters Score -282078.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -282124.718750 Penalty: 8793.717773
	Iteration 3Q: 3 clusters Score -282124.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -282146.687500 Penalty: 8793.717773
	Iteration 4Q: 3 clusters Score -282146.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -282165.718750 Penalty: 8793.717773
	Iteration 5Q: 3 clusters Score -282165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -282183.562500 Penalty: 8793.717773
	Iteration 6Q: 3 clusters Score -282183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -282191.906250 Penalty: 8793.717773
	Iteration 7Q: 3 clusters Score -282191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -282194.687500 Penalty: 8793.717773
	Iteration 8Q: 3 clusters Score -282194.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -282194.687500 Penalty: 8793.717773
	Iteration 9F: 3 clusters Score -282194.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99928 members 
Entering Unmasked Estep 
Score: -22701168.000000 Penalty: 7051.225586
	Iteration 0F: 2 clusters Score -2.270117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -22633740.000000 Penalty: 14102.451172
	Iteration 0F: 3 clusters Score -2.263374e+07 nChanged 45635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -22658556.000000 Penalty: 14102.451172
	Iteration 1F: 3 clusters Score -2.265856e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -22660004.000000 Penalty: 14102.451172
	Iteration 2Q: 3 clusters Score -2.266e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -22661290.000000 Penalty: 14102.451172
	Iteration 3Q: 3 clusters Score -2.266129e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -22662662.000000 Penalty: 14102.451172
	Iteration 4Q: 3 clusters Score -2.266266e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -22664508.000000 Penalty: 14102.451172
	Iteration 5Q: 3 clusters Score -2.266451e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -22666736.000000 Penalty: 14102.451172
	Iteration 6Q: 3 clusters Score -2.266674e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -22669576.000000 Penalty: 14102.451172
	Iteration 7F: 3 clusters Score -2.266958e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -22672876.000000 Penalty: 14102.451172
	Iteration 8F: 3 clusters Score -2.267288e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -22676404.000000 Penalty: 14102.451172
	Iteration 9F: 3 clusters Score -2.26764e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -22680048.000000 Penalty: 14102.451172
	Iteration 10F: 3 clusters Score -2.268005e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -22682888.000000 Penalty: 14102.451172
	Iteration 11Q: 3 clusters Score -2.268289e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -22684716.000000 Penalty: 14102.451172
	Iteration 12Q: 3 clusters Score -2.268472e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -22685840.000000 Penalty: 14102.451172
	Iteration 13Q: 3 clusters Score -2.268584e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -22686368.000000 Penalty: 14102.451172
	Iteration 14Q: 3 clusters Score -2.268637e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -22686678.000000 Penalty: 14102.451172
	Iteration 15Q: 3 clusters Score -2.268668e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -22686988.000000 Penalty: 14102.451172
	Iteration 16Q: 3 clusters Score -2.268699e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69033 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -22687118.000000 Penalty: 14102.451172
	Iteration 17Q: 3 clusters Score -2.268712e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -22687388.000000 Penalty: 14102.451172
	Iteration 18Q: 3 clusters Score -2.268739e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -22687604.000000 Penalty: 14102.451172
	Iteration 19Q: 3 clusters Score -2.26876e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -22687750.000000 Penalty: 14102.451172
	Iteration 20F: 3 clusters Score -2.268775e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -22687792.000000 Penalty: 14102.451172
	Iteration 21Q: 3 clusters Score -2.268779e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -22687834.000000 Penalty: 14102.451172
	Iteration 22Q: 3 clusters Score -2.268783e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -22687830.000000 Penalty: 14102.451172
	Iteration 23Q: 3 clusters Score -2.268783e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -22687962.000000 Penalty: 14102.451172
	Iteration 24Q: 3 clusters Score -2.268796e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -22687978.000000 Penalty: 14102.451172
	Iteration 25Q: 3 clusters Score -2.268798e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -22688168.000000 Penalty: 14102.451172
	Iteration 26Q: 3 clusters Score -2.268817e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -22688374.000000 Penalty: 14102.451172
	Iteration 27Q: 3 clusters Score -2.268837e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -22688536.000000 Penalty: 14102.451172
	Iteration 28Q: 3 clusters Score -2.268854e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -22688762.000000 Penalty: 14102.451172
	Iteration 29Q: 3 clusters Score -2.268876e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -22688878.000000 Penalty: 14102.451172
	Iteration 30Q: 3 clusters Score -2.268888e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -22689114.000000 Penalty: 14102.451172
	Iteration 31Q: 3 clusters Score -2.268911e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -22689328.000000 Penalty: 14102.451172
	Iteration 32Q: 3 clusters Score -2.268933e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -22689538.000000 Penalty: 14102.451172
	Iteration 33Q: 3 clusters Score -2.268954e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -22689750.000000 Penalty: 14102.451172
	Iteration 34Q: 3 clusters Score -2.268975e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -22690028.000000 Penalty: 14102.451172
	Iteration 35Q: 3 clusters Score -2.269003e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -22690360.000000 Penalty: 14102.451172
	Iteration 36Q: 3 clusters Score -2.269036e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -22690690.000000 Penalty: 14102.451172
	Iteration 37Q: 3 clusters Score -2.269069e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -22690982.000000 Penalty: 14102.451172
	Iteration 38Q: 3 clusters Score -2.269098e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -22691346.000000 Penalty: 14102.451172
	Iteration 39Q: 3 clusters Score -2.269135e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -22691612.000000 Penalty: 14102.451172
	Iteration 40F: 3 clusters Score -2.269161e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -22691920.000000 Penalty: 14102.451172
	Iteration 41Q: 3 clusters Score -2.269192e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -22692204.000000 Penalty: 14102.451172
	Iteration 42Q: 3 clusters Score -2.26922e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -22692434.000000 Penalty: 14102.451172
	Iteration 43Q: 3 clusters Score -2.269243e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -22692700.000000 Penalty: 14102.451172
	Iteration 44Q: 3 clusters Score -2.26927e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -22692938.000000 Penalty: 14102.451172
	Iteration 45Q: 3 clusters Score -2.269294e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -22693132.000000 Penalty: 14102.451172
	Iteration 46Q: 3 clusters Score -2.269313e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -22693354.000000 Penalty: 14102.451172
	Iteration 47Q: 3 clusters Score -2.269335e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -22693574.000000 Penalty: 14102.451172
	Iteration 48Q: 3 clusters Score -2.269357e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -22693846.000000 Penalty: 14102.451172
	Iteration 49Q: 3 clusters Score -2.269385e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -22694020.000000 Penalty: 14102.451172
	Iteration 50Q: 3 clusters Score -2.269402e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94717 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -22694104.000000 Penalty: 14102.451172
	Iteration 51Q: 3 clusters Score -2.26941e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -22694306.000000 Penalty: 14102.451172
	Iteration 52Q: 3 clusters Score -2.269431e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -22694506.000000 Penalty: 14102.451172
	Iteration 53Q: 3 clusters Score -2.269451e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -22694660.000000 Penalty: 14102.451172
	Iteration 54Q: 3 clusters Score -2.269466e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -22694820.000000 Penalty: 14102.451172
	Iteration 55Q: 3 clusters Score -2.269482e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -22694978.000000 Penalty: 14102.451172
	Iteration 56Q: 3 clusters Score -2.269498e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -22695170.000000 Penalty: 14102.451172
	Iteration 57Q: 3 clusters Score -2.269517e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -22695228.000000 Penalty: 14102.451172
	Iteration 58Q: 3 clusters Score -2.269523e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -22695290.000000 Penalty: 14102.451172
	Iteration 59Q: 3 clusters Score -2.269529e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -22695356.000000 Penalty: 14102.451172
	Iteration 60F: 3 clusters Score -2.269536e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96608 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -22695406.000000 Penalty: 14102.451172
	Iteration 61Q: 3 clusters Score -2.269541e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -22695440.000000 Penalty: 14102.451172
	Iteration 62Q: 3 clusters Score -2.269544e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96709 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -22695438.000000 Penalty: 14102.451172
	Iteration 63Q: 3 clusters Score -2.269544e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -22695466.000000 Penalty: 14102.451172
	Iteration 64Q: 3 clusters Score -2.269547e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -22695472.000000 Penalty: 14102.451172
	Iteration 65Q: 3 clusters Score -2.269547e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -22695500.000000 Penalty: 14102.451172
	Iteration 66Q: 3 clusters Score -2.26955e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -22695542.000000 Penalty: 14102.451172
	Iteration 67Q: 3 clusters Score -2.269554e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -22695550.000000 Penalty: 14102.451172
	Iteration 68Q: 3 clusters Score -2.269555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96837 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -22695572.000000 Penalty: 14102.451172
	Iteration 69Q: 3 clusters Score -2.269557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -22695578.000000 Penalty: 14102.451172
	Iteration 70Q: 3 clusters Score -2.269558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -22695598.000000 Penalty: 14102.451172
	Iteration 71Q: 3 clusters Score -2.26956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -22695614.000000 Penalty: 14102.451172
	Iteration 72Q: 3 clusters Score -2.269561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -22695622.000000 Penalty: 14102.451172
	Iteration 73Q: 3 clusters Score -2.269562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -22695652.000000 Penalty: 14102.451172
	Iteration 74Q: 3 clusters Score -2.269565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -22695644.000000 Penalty: 14102.451172
	Iteration 75Q: 3 clusters Score -2.269564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96912 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -22695656.000000 Penalty: 14102.451172
	Iteration 76Q: 3 clusters Score -2.269566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -22695640.000000 Penalty: 14102.451172
	Iteration 77Q: 3 clusters Score -2.269564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -22695652.000000 Penalty: 14102.451172
	Iteration 78Q: 3 clusters Score -2.269565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -22695652.000000 Penalty: 14102.451172
	Iteration 79Q: 3 clusters Score -2.269565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -22695644.000000 Penalty: 14102.451172
	Iteration 80F: 3 clusters Score -2.269564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -22695622.000000 Penalty: 14102.451172
	Iteration 81Q: 3 clusters Score -2.269562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -22695640.000000 Penalty: 14102.451172
	Iteration 82Q: 3 clusters Score -2.269564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -22695654.000000 Penalty: 14102.451172
	Iteration 83Q: 3 clusters Score -2.269565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -22695656.000000 Penalty: 14102.451172
	Iteration 84Q: 3 clusters Score -2.269566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -22695660.000000 Penalty: 14102.451172
	Iteration 85Q: 3 clusters Score -2.269566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96943 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -22695638.000000 Penalty: 14102.451172
	Iteration 86Q: 3 clusters Score -2.269564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -22695648.000000 Penalty: 14102.451172
	Iteration 87Q: 3 clusters Score -2.269565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -22695648.000000 Penalty: 14102.451172
	Iteration 88F: 3 clusters Score -2.269565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -188101.937500 Penalty: 4172.561523
	Iteration 0F: 2 clusters Score -188101.9 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 464 members 
Entering Unmasked Estep 
Score: -184314.937500 Penalty: 8345.123047
	Iteration 0F: 3 clusters Score -184314.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -184668.562500 Penalty: 8345.123047
	Iteration 1F: 3 clusters Score -184668.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -184798.421875 Penalty: 8345.123047
	Iteration 2F: 3 clusters Score -184798.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -184862.203125 Penalty: 8345.123047
	Iteration 3Q: 3 clusters Score -184862.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -184890.578125 Penalty: 8345.123047
	Iteration 4Q: 3 clusters Score -184890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -184907.046875 Penalty: 8345.123047
	Iteration 5Q: 3 clusters Score -184907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -184910.296875 Penalty: 8345.123047
	Iteration 6Q: 3 clusters Score -184910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -184914.609375 Penalty: 8345.123047
	Iteration 7Q: 3 clusters Score -184914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -184927.203125 Penalty: 8345.123047
	Iteration 8Q: 3 clusters Score -184927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -184932.437500 Penalty: 8345.123047
	Iteration 9Q: 3 clusters Score -184932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -184938.109375 Penalty: 8345.123047
	Iteration 10Q: 3 clusters Score -184938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -184941.531250 Penalty: 8345.123047
	Iteration 11Q: 3 clusters Score -184941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -184943.812500 Penalty: 8345.123047
	Iteration 12Q: 3 clusters Score -184943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -184949.609375 Penalty: 8345.123047
	Iteration 13Q: 3 clusters Score -184949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -184951.562500 Penalty: 8345.123047
	Iteration 14Q: 3 clusters Score -184951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -184956.781250 Penalty: 8345.123047
	Iteration 15Q: 3 clusters Score -184956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -184963.046875 Penalty: 8345.123047
	Iteration 16Q: 3 clusters Score -184963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -184966.546875 Penalty: 8345.123047
	Iteration 17Q: 3 clusters Score -184966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -184969.218750 Penalty: 8345.123047
	Iteration 18Q: 3 clusters Score -184969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -184972.671875 Penalty: 8345.123047
	Iteration 19Q: 3 clusters Score -184972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -184972.671875 Penalty: 8345.123047
	Iteration 20F: 3 clusters Score -184972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Entering Unmasked Estep 
Score: -1740421.875000 Penalty: 5500.201172
	Iteration 0F: 2 clusters Score -1740422 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 4027 members 
Entering Unmasked Estep 
Score: -1731568.125000 Penalty: 11000.402344
	Iteration 0F: 3 clusters Score -1731568 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1733311.500000 Penalty: 11000.402344
	Iteration 1F: 3 clusters Score -1733312 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1733694.125000 Penalty: 11000.402344
	Iteration 2F: 3 clusters Score -1733694 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1733930.125000 Penalty: 11000.402344
	Iteration 3Q: 3 clusters Score -1733930 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1734080.750000 Penalty: 11000.402344
	Iteration 4Q: 3 clusters Score -1734081 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1734173.875000 Penalty: 11000.402344
	Iteration 5Q: 3 clusters Score -1734174 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1734246.750000 Penalty: 11000.402344
	Iteration 6Q: 3 clusters Score -1734247 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1734305.250000 Penalty: 11000.402344
	Iteration 7Q: 3 clusters Score -1734305 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1734343.625000 Penalty: 11000.402344
	Iteration 8Q: 3 clusters Score -1734344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1734392.375000 Penalty: 11000.402344
	Iteration 9Q: 3 clusters Score -1734392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1734432.875000 Penalty: 11000.402344
	Iteration 10Q: 3 clusters Score -1734433 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1734467.250000 Penalty: 11000.402344
	Iteration 11Q: 3 clusters Score -1734467 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1734502.000000 Penalty: 11000.402344
	Iteration 12Q: 3 clusters Score -1734502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1734527.875000 Penalty: 11000.402344
	Iteration 13Q: 3 clusters Score -1734528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1734562.500000 Penalty: 11000.402344
	Iteration 14Q: 3 clusters Score -1734562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1734590.625000 Penalty: 11000.402344
	Iteration 15Q: 3 clusters Score -1734591 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1734628.000000 Penalty: 11000.402344
	Iteration 16Q: 3 clusters Score -1734628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1734662.125000 Penalty: 11000.402344
	Iteration 17Q: 3 clusters Score -1734662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1734693.750000 Penalty: 11000.402344
	Iteration 18Q: 3 clusters Score -1734694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1734714.250000 Penalty: 11000.402344
	Iteration 19Q: 3 clusters Score -1734714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1734721.875000 Penalty: 11000.402344
	Iteration 20F: 3 clusters Score -1734722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1734748.250000 Penalty: 11000.402344
	Iteration 21Q: 3 clusters Score -1734748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1734769.000000 Penalty: 11000.402344
	Iteration 22Q: 3 clusters Score -1734769 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1734798.500000 Penalty: 11000.402344
	Iteration 23Q: 3 clusters Score -1734798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1734811.875000 Penalty: 11000.402344
	Iteration 24Q: 3 clusters Score -1734812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1734828.125000 Penalty: 11000.402344
	Iteration 25Q: 3 clusters Score -1734828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1734844.125000 Penalty: 11000.402344
	Iteration 26Q: 3 clusters Score -1734844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1734859.000000 Penalty: 11000.402344
	Iteration 27Q: 3 clusters Score -1734859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1734876.500000 Penalty: 11000.402344
	Iteration 28Q: 3 clusters Score -1734876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1734894.125000 Penalty: 11000.402344
	Iteration 29Q: 3 clusters Score -1734894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1734908.625000 Penalty: 11000.402344
	Iteration 30Q: 3 clusters Score -1734909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1734926.750000 Penalty: 11000.402344
	Iteration 31Q: 3 clusters Score -1734927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1734943.000000 Penalty: 11000.402344
	Iteration 32Q: 3 clusters Score -1734943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1734954.750000 Penalty: 11000.402344
	Iteration 33Q: 3 clusters Score -1734955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1734973.125000 Penalty: 11000.402344
	Iteration 34Q: 3 clusters Score -1734973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1734987.000000 Penalty: 11000.402344
	Iteration 35Q: 3 clusters Score -1734987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1735000.000000 Penalty: 11000.402344
	Iteration 36Q: 3 clusters Score -1735000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1735004.250000 Penalty: 11000.402344
	Iteration 37Q: 3 clusters Score -1735004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1735011.250000 Penalty: 11000.402344
	Iteration 38Q: 3 clusters Score -1735011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1735017.500000 Penalty: 11000.402344
	Iteration 39Q: 3 clusters Score -1735018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1735024.250000 Penalty: 11000.402344
	Iteration 40F: 3 clusters Score -1735024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1735038.125000 Penalty: 11000.402344
	Iteration 41Q: 3 clusters Score -1735038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1735043.250000 Penalty: 11000.402344
	Iteration 42Q: 3 clusters Score -1735043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1735048.875000 Penalty: 11000.402344
	Iteration 43Q: 3 clusters Score -1735049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1735054.625000 Penalty: 11000.402344
	Iteration 44Q: 3 clusters Score -1735055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1735057.500000 Penalty: 11000.402344
	Iteration 45Q: 3 clusters Score -1735058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1735058.875000 Penalty: 11000.402344
	Iteration 46Q: 3 clusters Score -1735059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1735060.875000 Penalty: 11000.402344
	Iteration 47Q: 3 clusters Score -1735061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1735062.125000 Penalty: 11000.402344
	Iteration 48Q: 3 clusters Score -1735062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1735066.375000 Penalty: 11000.402344
	Iteration 49Q: 3 clusters Score -1735066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1735068.250000 Penalty: 11000.402344
	Iteration 50Q: 3 clusters Score -1735068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1735068.375000 Penalty: 11000.402344
	Iteration 51Q: 3 clusters Score -1735068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1735072.750000 Penalty: 11000.402344
	Iteration 52Q: 3 clusters Score -1735073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1735073.625000 Penalty: 11000.402344
	Iteration 53Q: 3 clusters Score -1735074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1735074.375000 Penalty: 11000.402344
	Iteration 54Q: 3 clusters Score -1735074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1735078.625000 Penalty: 11000.402344
	Iteration 55Q: 3 clusters Score -1735079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1735076.375000 Penalty: 11000.402344
	Iteration 56Q: 3 clusters Score -1735076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1735083.875000 Penalty: 11000.402344
	Iteration 57Q: 3 clusters Score -1735084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1735083.125000 Penalty: 11000.402344
	Iteration 58Q: 3 clusters Score -1735083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1735084.125000 Penalty: 11000.402344
	Iteration 59Q: 3 clusters Score -1735084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1735086.375000 Penalty: 11000.402344
	Iteration 60F: 3 clusters Score -1735086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1735087.500000 Penalty: 11000.402344
	Iteration 61Q: 3 clusters Score -1735088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1735089.250000 Penalty: 11000.402344
	Iteration 62Q: 3 clusters Score -1735089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1735098.000000 Penalty: 11000.402344
	Iteration 63Q: 3 clusters Score -1735098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1735095.875000 Penalty: 11000.402344
	Iteration 64Q: 3 clusters Score -1735096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1735098.125000 Penalty: 11000.402344
	Iteration 65Q: 3 clusters Score -1735098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1735099.500000 Penalty: 11000.402344
	Iteration 66Q: 3 clusters Score -1735100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1735102.000000 Penalty: 11000.402344
	Iteration 67Q: 3 clusters Score -1735102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1735107.375000 Penalty: 11000.402344
	Iteration 68Q: 3 clusters Score -1735107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1735107.500000 Penalty: 11000.402344
	Iteration 69Q: 3 clusters Score -1735108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1735120.375000 Penalty: 11000.402344
	Iteration 70Q: 3 clusters Score -1735120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1735131.500000 Penalty: 11000.402344
	Iteration 71Q: 3 clusters Score -1735132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1735140.125000 Penalty: 11000.402344
	Iteration 72Q: 3 clusters Score -1735140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1735143.375000 Penalty: 11000.402344
	Iteration 73Q: 3 clusters Score -1735143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1735153.875000 Penalty: 11000.402344
	Iteration 74Q: 3 clusters Score -1735154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1735161.375000 Penalty: 11000.402344
	Iteration 75Q: 3 clusters Score -1735161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1735167.500000 Penalty: 11000.402344
	Iteration 76Q: 3 clusters Score -1735168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1735176.000000 Penalty: 11000.402344
	Iteration 77Q: 3 clusters Score -1735176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1735181.375000 Penalty: 11000.402344
	Iteration 78Q: 3 clusters Score -1735181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1735194.250000 Penalty: 11000.402344
	Iteration 79Q: 3 clusters Score -1735194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1735197.375000 Penalty: 11000.402344
	Iteration 80F: 3 clusters Score -1735197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1735216.875000 Penalty: 11000.402344
	Iteration 81Q: 3 clusters Score -1735217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1735218.875000 Penalty: 11000.402344
	Iteration 82Q: 3 clusters Score -1735219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1735232.875000 Penalty: 11000.402344
	Iteration 83Q: 3 clusters Score -1735233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1735239.750000 Penalty: 11000.402344
	Iteration 84Q: 3 clusters Score -1735240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1735248.500000 Penalty: 11000.402344
	Iteration 85Q: 3 clusters Score -1735248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1735254.500000 Penalty: 11000.402344
	Iteration 86Q: 3 clusters Score -1735254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1735267.625000 Penalty: 11000.402344
	Iteration 87Q: 3 clusters Score -1735268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1735272.500000 Penalty: 11000.402344
	Iteration 88Q: 3 clusters Score -1735272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1735285.625000 Penalty: 11000.402344
	Iteration 89Q: 3 clusters Score -1735286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1735290.000000 Penalty: 11000.402344
	Iteration 90Q: 3 clusters Score -1735290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1735296.875000 Penalty: 11000.402344
	Iteration 91Q: 3 clusters Score -1735297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1735303.750000 Penalty: 11000.402344
	Iteration 92Q: 3 clusters Score -1735304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1735312.000000 Penalty: 11000.402344
	Iteration 93Q: 3 clusters Score -1735312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1735318.875000 Penalty: 11000.402344
	Iteration 94Q: 3 clusters Score -1735319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1735326.375000 Penalty: 11000.402344
	Iteration 95Q: 3 clusters Score -1735326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1735336.875000 Penalty: 11000.402344
	Iteration 96Q: 3 clusters Score -1735337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1735339.750000 Penalty: 11000.402344
	Iteration 97Q: 3 clusters Score -1735340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1735346.000000 Penalty: 11000.402344
	Iteration 98Q: 3 clusters Score -1735346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1735352.250000 Penalty: 11000.402344
	Iteration 99Q: 3 clusters Score -1735352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1735360.375000 Penalty: 11000.402344
	Iteration 100F: 3 clusters Score -1735360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1735369.250000 Penalty: 11000.402344
	Iteration 101Q: 3 clusters Score -1735369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1735369.000000 Penalty: 11000.402344
	Iteration 102Q: 3 clusters Score -1735369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1735371.500000 Penalty: 11000.402344
	Iteration 103Q: 3 clusters Score -1735372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1735377.125000 Penalty: 11000.402344
	Iteration 104Q: 3 clusters Score -1735377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1735381.375000 Penalty: 11000.402344
	Iteration 105Q: 3 clusters Score -1735381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1735382.000000 Penalty: 11000.402344
	Iteration 106Q: 3 clusters Score -1735382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1735391.000000 Penalty: 11000.402344
	Iteration 107Q: 3 clusters Score -1735391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1735393.875000 Penalty: 11000.402344
	Iteration 108Q: 3 clusters Score -1735394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1735397.750000 Penalty: 11000.402344
	Iteration 109Q: 3 clusters Score -1735398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1735399.625000 Penalty: 11000.402344
	Iteration 110Q: 3 clusters Score -1735400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1735409.750000 Penalty: 11000.402344
	Iteration 111Q: 3 clusters Score -1735410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1735407.375000 Penalty: 11000.402344
	Iteration 112Q: 3 clusters Score -1735407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1735410.250000 Penalty: 11000.402344
	Iteration 113Q: 3 clusters Score -1735410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1735409.000000 Penalty: 11000.402344
	Iteration 114Q: 3 clusters Score -1735409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1735410.375000 Penalty: 11000.402344
	Iteration 115Q: 3 clusters Score -1735410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1735411.000000 Penalty: 11000.402344
	Iteration 116Q: 3 clusters Score -1735411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1735411.000000 Penalty: 11000.402344
	Iteration 117F: 3 clusters Score -1735411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Entering Unmasked Estep 
Score: -13573108.000000 Penalty: 6765.091797
	Iteration 0F: 2 clusters Score -1.357311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -13529118.000000 Penalty: 13530.183594
	Iteration 0F: 3 clusters Score -1.352912e+07 nChanged 28042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -13544576.000000 Penalty: 13530.183594
	Iteration 1F: 3 clusters Score -1.354458e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -13546174.000000 Penalty: 13530.183594
	Iteration 2F: 3 clusters Score -1.354617e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -13548106.000000 Penalty: 13530.183594
	Iteration 3F: 3 clusters Score -1.354811e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -13550311.000000 Penalty: 13530.183594
	Iteration 4F: 3 clusters Score -1.355031e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -13552579.000000 Penalty: 13530.183594
	Iteration 5F: 3 clusters Score -1.355258e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -13554799.000000 Penalty: 13530.183594
	Iteration 6F: 3 clusters Score -1.35548e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -13556997.000000 Penalty: 13530.183594
	Iteration 7F: 3 clusters Score -1.3557e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -13559067.000000 Penalty: 13530.183594
	Iteration 8F: 3 clusters Score -1.355907e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -13560724.000000 Penalty: 13530.183594
	Iteration 9Q: 3 clusters Score -1.356072e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -13562191.000000 Penalty: 13530.183594
	Iteration 10Q: 3 clusters Score -1.356219e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -13563180.000000 Penalty: 13530.183594
	Iteration 11Q: 3 clusters Score -1.356318e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -13564058.000000 Penalty: 13530.183594
	Iteration 12Q: 3 clusters Score -1.356406e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -13564668.000000 Penalty: 13530.183594
	Iteration 13Q: 3 clusters Score -1.356467e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -13565193.000000 Penalty: 13530.183594
	Iteration 14Q: 3 clusters Score -1.356519e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -13565538.000000 Penalty: 13530.183594
	Iteration 15Q: 3 clusters Score -1.356554e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -13565759.000000 Penalty: 13530.183594
	Iteration 16Q: 3 clusters Score -1.356576e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -13565986.000000 Penalty: 13530.183594
	Iteration 17Q: 3 clusters Score -1.356599e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -13566095.000000 Penalty: 13530.183594
	Iteration 18Q: 3 clusters Score -1.35661e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -13566281.000000 Penalty: 13530.183594
	Iteration 19Q: 3 clusters Score -1.356628e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -13566367.000000 Penalty: 13530.183594
	Iteration 20F: 3 clusters Score -1.356637e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -13566570.000000 Penalty: 13530.183594
	Iteration 21Q: 3 clusters Score -1.356657e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -13566674.000000 Penalty: 13530.183594
	Iteration 22Q: 3 clusters Score -1.356667e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -13566827.000000 Penalty: 13530.183594
	Iteration 23Q: 3 clusters Score -1.356683e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -13566917.000000 Penalty: 13530.183594
	Iteration 24Q: 3 clusters Score -1.356692e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -13567088.000000 Penalty: 13530.183594
	Iteration 25Q: 3 clusters Score -1.356709e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -13567191.000000 Penalty: 13530.183594
	Iteration 26Q: 3 clusters Score -1.356719e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -13567317.000000 Penalty: 13530.183594
	Iteration 27Q: 3 clusters Score -1.356732e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -13567496.000000 Penalty: 13530.183594
	Iteration 28Q: 3 clusters Score -1.35675e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -13567599.000000 Penalty: 13530.183594
	Iteration 29Q: 3 clusters Score -1.35676e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -13567686.000000 Penalty: 13530.183594
	Iteration 30Q: 3 clusters Score -1.356769e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -13567713.000000 Penalty: 13530.183594
	Iteration 31Q: 3 clusters Score -1.356771e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -13567752.000000 Penalty: 13530.183594
	Iteration 32Q: 3 clusters Score -1.356775e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -13567799.000000 Penalty: 13530.183594
	Iteration 33Q: 3 clusters Score -1.35678e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -13567783.000000 Penalty: 13530.183594
	Iteration 34Q: 3 clusters Score -1.356778e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -13567786.000000 Penalty: 13530.183594
	Iteration 35Q: 3 clusters Score -1.356779e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -13567795.000000 Penalty: 13530.183594
	Iteration 36Q: 3 clusters Score -1.35678e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -13567799.000000 Penalty: 13530.183594
	Iteration 37Q: 3 clusters Score -1.35678e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -13567794.000000 Penalty: 13530.183594
	Iteration 38Q: 3 clusters Score -1.356779e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -13567820.000000 Penalty: 13530.183594
	Iteration 39Q: 3 clusters Score -1.356782e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -13567842.000000 Penalty: 13530.183594
	Iteration 40F: 3 clusters Score -1.356784e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -13567851.000000 Penalty: 13530.183594
	Iteration 41Q: 3 clusters Score -1.356785e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -13567837.000000 Penalty: 13530.183594
	Iteration 42Q: 3 clusters Score -1.356784e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -13567829.000000 Penalty: 13530.183594
	Iteration 43Q: 3 clusters Score -1.356783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -13567836.000000 Penalty: 13530.183594
	Iteration 44Q: 3 clusters Score -1.356784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -13567830.000000 Penalty: 13530.183594
	Iteration 45Q: 3 clusters Score -1.356783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -13567811.000000 Penalty: 13530.183594
	Iteration 46Q: 3 clusters Score -1.356781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -13567828.000000 Penalty: 13530.183594
	Iteration 47Q: 3 clusters Score -1.356783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -13567818.000000 Penalty: 13530.183594
	Iteration 48Q: 3 clusters Score -1.356782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -13567829.000000 Penalty: 13530.183594
	Iteration 49Q: 3 clusters Score -1.356783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -13567816.000000 Penalty: 13530.183594
	Iteration 50Q: 3 clusters Score -1.356782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -13567802.000000 Penalty: 13530.183594
	Iteration 51Q: 3 clusters Score -1.35678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -13567825.000000 Penalty: 13530.183594
	Iteration 52Q: 3 clusters Score -1.356782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -13567836.000000 Penalty: 13530.183594
	Iteration 53Q: 3 clusters Score -1.356784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -13567851.000000 Penalty: 13530.183594
	Iteration 54Q: 3 clusters Score -1.356785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -13567859.000000 Penalty: 13530.183594
	Iteration 55Q: 3 clusters Score -1.356786e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -13567856.000000 Penalty: 13530.183594
	Iteration 56Q: 3 clusters Score -1.356786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -13567835.000000 Penalty: 13530.183594
	Iteration 57Q: 3 clusters Score -1.356784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -13567826.000000 Penalty: 13530.183594
	Iteration 58Q: 3 clusters Score -1.356783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -13567847.000000 Penalty: 13530.183594
	Iteration 59Q: 3 clusters Score -1.356785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -13567839.000000 Penalty: 13530.183594
	Iteration 60F: 3 clusters Score -1.356784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -13567845.000000 Penalty: 13530.183594
	Iteration 61Q: 3 clusters Score -1.356784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -13567860.000000 Penalty: 13530.183594
	Iteration 62Q: 3 clusters Score -1.356786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -13567870.000000 Penalty: 13530.183594
	Iteration 63Q: 3 clusters Score -1.356787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -13567884.000000 Penalty: 13530.183594
	Iteration 64Q: 3 clusters Score -1.356788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -13567872.000000 Penalty: 13530.183594
	Iteration 65Q: 3 clusters Score -1.356787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -13567863.000000 Penalty: 13530.183594
	Iteration 66Q: 3 clusters Score -1.356786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -13567876.000000 Penalty: 13530.183594
	Iteration 67Q: 3 clusters Score -1.356788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -13567875.000000 Penalty: 13530.183594
	Iteration 68Q: 3 clusters Score -1.356788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -13567879.000000 Penalty: 13530.183594
	Iteration 69Q: 3 clusters Score -1.356788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -13567883.000000 Penalty: 13530.183594
	Iteration 70Q: 3 clusters Score -1.356788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -13567886.000000 Penalty: 13530.183594
	Iteration 71Q: 3 clusters Score -1.356789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -13567886.000000 Penalty: 13530.183594
	Iteration 72F: 3 clusters Score -1.356789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Entering Unmasked Estep 
Score: -3519760.000000 Penalty: 5916.406250
	Iteration 0F: 2 clusters Score -3519760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3505971.500000 Penalty: 11832.812500
	Iteration 0F: 3 clusters Score -3505972 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3509284.250000 Penalty: 11832.812500
	Iteration 1F: 3 clusters Score -3509284 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3509844.250000 Penalty: 11832.812500
	Iteration 2F: 3 clusters Score -3509844 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3510288.500000 Penalty: 11832.812500
	Iteration 3F: 3 clusters Score -3510288 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3510819.500000 Penalty: 11832.812500
	Iteration 4Q: 3 clusters Score -3510820 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3511254.250000 Penalty: 11832.812500
	Iteration 5Q: 3 clusters Score -3511254 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3511611.250000 Penalty: 11832.812500
	Iteration 6Q: 3 clusters Score -3511611 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3511972.000000 Penalty: 11832.812500
	Iteration 7Q: 3 clusters Score -3511972 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3512359.750000 Penalty: 11832.812500
	Iteration 8Q: 3 clusters Score -3512360 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3512709.000000 Penalty: 11832.812500
	Iteration 9Q: 3 clusters Score -3512709 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3513034.500000 Penalty: 11832.812500
	Iteration 10Q: 3 clusters Score -3513034 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3513354.750000 Penalty: 11832.812500
	Iteration 11Q: 3 clusters Score -3513355 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3513626.750000 Penalty: 11832.812500
	Iteration 12Q: 3 clusters Score -3513627 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3513876.500000 Penalty: 11832.812500
	Iteration 13Q: 3 clusters Score -3513876 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3514096.500000 Penalty: 11832.812500
	Iteration 14Q: 3 clusters Score -3514096 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3514315.250000 Penalty: 11832.812500
	Iteration 15Q: 3 clusters Score -3514315 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -3514513.500000 Penalty: 11832.812500
	Iteration 16Q: 3 clusters Score -3514514 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3514684.500000 Penalty: 11832.812500
	Iteration 17Q: 3 clusters Score -3514684 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3514835.750000 Penalty: 11832.812500
	Iteration 18Q: 3 clusters Score -3514836 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3514973.250000 Penalty: 11832.812500
	Iteration 19Q: 3 clusters Score -3514973 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3515114.500000 Penalty: 11832.812500
	Iteration 20F: 3 clusters Score -3515114 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3515251.000000 Penalty: 11832.812500
	Iteration 21Q: 3 clusters Score -3515251 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3515415.750000 Penalty: 11832.812500
	Iteration 22Q: 3 clusters Score -3515416 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3515578.250000 Penalty: 11832.812500
	Iteration 23Q: 3 clusters Score -3515578 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3515726.250000 Penalty: 11832.812500
	Iteration 24Q: 3 clusters Score -3515726 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3515851.500000 Penalty: 11832.812500
	Iteration 25Q: 3 clusters Score -3515852 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3515981.250000 Penalty: 11832.812500
	Iteration 26Q: 3 clusters Score -3515981 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3516090.250000 Penalty: 11832.812500
	Iteration 27Q: 3 clusters Score -3516090 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3516195.250000 Penalty: 11832.812500
	Iteration 28Q: 3 clusters Score -3516195 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3516281.500000 Penalty: 11832.812500
	Iteration 29Q: 3 clusters Score -3516282 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3516354.500000 Penalty: 11832.812500
	Iteration 30Q: 3 clusters Score -3516354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3516407.000000 Penalty: 11832.812500
	Iteration 31Q: 3 clusters Score -3516407 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3516461.500000 Penalty: 11832.812500
	Iteration 32Q: 3 clusters Score -3516462 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3516499.750000 Penalty: 11832.812500
	Iteration 33Q: 3 clusters Score -3516500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3516537.750000 Penalty: 11832.812500
	Iteration 34Q: 3 clusters Score -3516538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3516571.750000 Penalty: 11832.812500
	Iteration 35Q: 3 clusters Score -3516572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3516606.000000 Penalty: 11832.812500
	Iteration 36Q: 3 clusters Score -3516606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3516637.500000 Penalty: 11832.812500
	Iteration 37Q: 3 clusters Score -3516638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3516655.000000 Penalty: 11832.812500
	Iteration 38Q: 3 clusters Score -3516655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3516663.750000 Penalty: 11832.812500
	Iteration 39Q: 3 clusters Score -3516664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3516686.750000 Penalty: 11832.812500
	Iteration 40F: 3 clusters Score -3516687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3516694.250000 Penalty: 11832.812500
	Iteration 41Q: 3 clusters Score -3516694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3516697.000000 Penalty: 11832.812500
	Iteration 42Q: 3 clusters Score -3516697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3516700.500000 Penalty: 11832.812500
	Iteration 43Q: 3 clusters Score -3516700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3516702.750000 Penalty: 11832.812500
	Iteration 44Q: 3 clusters Score -3516703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3516712.000000 Penalty: 11832.812500
	Iteration 45Q: 3 clusters Score -3516712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3516711.000000 Penalty: 11832.812500
	Iteration 46Q: 3 clusters Score -3516711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3516715.500000 Penalty: 11832.812500
	Iteration 47Q: 3 clusters Score -3516716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3516721.000000 Penalty: 11832.812500
	Iteration 48Q: 3 clusters Score -3516721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3516724.250000 Penalty: 11832.812500
	Iteration 49Q: 3 clusters Score -3516724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3516729.250000 Penalty: 11832.812500
	Iteration 50Q: 3 clusters Score -3516729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3516723.000000 Penalty: 11832.812500
	Iteration 51Q: 3 clusters Score -3516723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3516730.500000 Penalty: 11832.812500
	Iteration 52Q: 3 clusters Score -3516730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3516733.250000 Penalty: 11832.812500
	Iteration 53Q: 3 clusters Score -3516733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3516741.000000 Penalty: 11832.812500
	Iteration 54Q: 3 clusters Score -3516741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3516742.000000 Penalty: 11832.812500
	Iteration 55Q: 3 clusters Score -3516742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3516741.250000 Penalty: 11832.812500
	Iteration 56Q: 3 clusters Score -3516741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3516743.250000 Penalty: 11832.812500
	Iteration 57Q: 3 clusters Score -3516743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3516743.250000 Penalty: 11832.812500
	Iteration 58F: 3 clusters Score -3516743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Entering Unmasked Estep 
Score: -2159844.500000 Penalty: 5630.956055
	Iteration 0F: 2 clusters Score -2159844 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 4893 members 
Entering Unmasked Estep 
Score: -2149710.250000 Penalty: 11261.912109
	Iteration 0F: 3 clusters Score -2149710 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2151884.000000 Penalty: 11261.912109
	Iteration 1F: 3 clusters Score -2151884 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2152339.500000 Penalty: 11261.912109
	Iteration 2F: 3 clusters Score -2152340 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2152601.750000 Penalty: 11261.912109
	Iteration 3Q: 3 clusters Score -2152602 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2152848.250000 Penalty: 11261.912109
	Iteration 4Q: 3 clusters Score -2152848 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2153060.000000 Penalty: 11261.912109
	Iteration 5Q: 3 clusters Score -2153060 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2153262.500000 Penalty: 11261.912109
	Iteration 6Q: 3 clusters Score -2153262 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2153449.000000 Penalty: 11261.912109
	Iteration 7Q: 3 clusters Score -2153449 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2153641.500000 Penalty: 11261.912109
	Iteration 8Q: 3 clusters Score -2153642 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2153808.500000 Penalty: 11261.912109
	Iteration 9Q: 3 clusters Score -2153808 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2153972.500000 Penalty: 11261.912109
	Iteration 10Q: 3 clusters Score -2153972 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2154121.750000 Penalty: 11261.912109
	Iteration 11Q: 3 clusters Score -2154122 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2154254.250000 Penalty: 11261.912109
	Iteration 12Q: 3 clusters Score -2154254 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2154383.250000 Penalty: 11261.912109
	Iteration 13Q: 3 clusters Score -2154383 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2154526.250000 Penalty: 11261.912109
	Iteration 14Q: 3 clusters Score -2154526 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2154661.250000 Penalty: 11261.912109
	Iteration 15Q: 3 clusters Score -2154661 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2154800.000000 Penalty: 11261.912109
	Iteration 16Q: 3 clusters Score -2154800 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2154935.000000 Penalty: 11261.912109
	Iteration 17Q: 3 clusters Score -2154935 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2155078.250000 Penalty: 11261.912109
	Iteration 18Q: 3 clusters Score -2155078 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2155224.250000 Penalty: 11261.912109
	Iteration 19Q: 3 clusters Score -2155224 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2155346.250000 Penalty: 11261.912109
	Iteration 20F: 3 clusters Score -2155346 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2155469.750000 Penalty: 11261.912109
	Iteration 21Q: 3 clusters Score -2155470 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2155575.750000 Penalty: 11261.912109
	Iteration 22Q: 3 clusters Score -2155576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2155685.500000 Penalty: 11261.912109
	Iteration 23Q: 3 clusters Score -2155686 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2155777.500000 Penalty: 11261.912109
	Iteration 24Q: 3 clusters Score -2155778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2155868.250000 Penalty: 11261.912109
	Iteration 25Q: 3 clusters Score -2155868 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2155939.500000 Penalty: 11261.912109
	Iteration 26Q: 3 clusters Score -2155940 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2155996.750000 Penalty: 11261.912109
	Iteration 27Q: 3 clusters Score -2155997 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2156031.250000 Penalty: 11261.912109
	Iteration 28Q: 3 clusters Score -2156031 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2156065.750000 Penalty: 11261.912109
	Iteration 29Q: 3 clusters Score -2156066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2156080.000000 Penalty: 11261.912109
	Iteration 30Q: 3 clusters Score -2156080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2156104.250000 Penalty: 11261.912109
	Iteration 31Q: 3 clusters Score -2156104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2156118.250000 Penalty: 11261.912109
	Iteration 32Q: 3 clusters Score -2156118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2156128.000000 Penalty: 11261.912109
	Iteration 33Q: 3 clusters Score -2156128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2156144.000000 Penalty: 11261.912109
	Iteration 34Q: 3 clusters Score -2156144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2156152.250000 Penalty: 11261.912109
	Iteration 35Q: 3 clusters Score -2156152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2156154.500000 Penalty: 11261.912109
	Iteration 36Q: 3 clusters Score -2156154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2156155.750000 Penalty: 11261.912109
	Iteration 37Q: 3 clusters Score -2156156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2156158.500000 Penalty: 11261.912109
	Iteration 38Q: 3 clusters Score -2156158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2156161.500000 Penalty: 11261.912109
	Iteration 39Q: 3 clusters Score -2156162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2156163.500000 Penalty: 11261.912109
	Iteration 40F: 3 clusters Score -2156164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2156167.250000 Penalty: 11261.912109
	Iteration 41Q: 3 clusters Score -2156167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2156167.750000 Penalty: 11261.912109
	Iteration 42Q: 3 clusters Score -2156168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2156172.000000 Penalty: 11261.912109
	Iteration 43Q: 3 clusters Score -2156172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2156173.500000 Penalty: 11261.912109
	Iteration 44Q: 3 clusters Score -2156174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2156169.500000 Penalty: 11261.912109
	Iteration 45Q: 3 clusters Score -2156170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2156172.750000 Penalty: 11261.912109
	Iteration 46Q: 3 clusters Score -2156173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2156173.250000 Penalty: 11261.912109
	Iteration 47Q: 3 clusters Score -2156173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2156173.250000 Penalty: 11261.912109
	Iteration 48F: 3 clusters Score -2156173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Entering Unmasked Estep 
Score: -16769263.000000 Penalty: 6861.577148
	Iteration 0F: 2 clusters Score -1.676926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -16718715.000000 Penalty: 13723.154297
	Iteration 0F: 3 clusters Score -1.671872e+07 nChanged 32812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -16736448.000000 Penalty: 13723.154297
	Iteration 1F: 3 clusters Score -1.673645e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -16737530.000000 Penalty: 13723.154297
	Iteration 2Q: 3 clusters Score -1.673753e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -16738526.000000 Penalty: 13723.154297
	Iteration 3Q: 3 clusters Score -1.673853e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -16739488.000000 Penalty: 13723.154297
	Iteration 4Q: 3 clusters Score -1.673949e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -16740657.000000 Penalty: 13723.154297
	Iteration 5Q: 3 clusters Score -1.674066e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -16741928.000000 Penalty: 13723.154297
	Iteration 6Q: 3 clusters Score -1.674193e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -16743722.000000 Penalty: 13723.154297
	Iteration 7Q: 3 clusters Score -1.674372e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -16746165.000000 Penalty: 13723.154297
	Iteration 8F: 3 clusters Score -1.674616e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -16749387.000000 Penalty: 13723.154297
	Iteration 9F: 3 clusters Score -1.674939e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -16753333.000000 Penalty: 13723.154297
	Iteration 10F: 3 clusters Score -1.675333e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -16756875.000000 Penalty: 13723.154297
	Iteration 11F: 3 clusters Score -1.675688e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -16759495.000000 Penalty: 13723.154297
	Iteration 12Q: 3 clusters Score -1.67595e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -16761154.000000 Penalty: 13723.154297
	Iteration 13Q: 3 clusters Score -1.676115e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -16762135.000000 Penalty: 13723.154297
	Iteration 14Q: 3 clusters Score -1.676214e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -16762690.000000 Penalty: 13723.154297
	Iteration 15Q: 3 clusters Score -1.676269e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -16763007.000000 Penalty: 13723.154297
	Iteration 16Q: 3 clusters Score -1.676301e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -16763168.000000 Penalty: 13723.154297
	Iteration 17Q: 3 clusters Score -1.676317e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -16763264.000000 Penalty: 13723.154297
	Iteration 18Q: 3 clusters Score -1.676326e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -16763373.000000 Penalty: 13723.154297
	Iteration 19Q: 3 clusters Score -1.676337e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
Score: -16763440.000000 Penalty: 13723.154297
	Iteration 20F: 3 clusters Score -1.676344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -16763444.000000 Penalty: 13723.154297
	Iteration 21Q: 3 clusters Score -1.676344e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -16763446.000000 Penalty: 13723.154297
	Iteration 22Q: 3 clusters Score -1.676345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -16763449.000000 Penalty: 13723.154297
	Iteration 23Q: 3 clusters Score -1.676345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -16763464.000000 Penalty: 13723.154297
	Iteration 24Q: 3 clusters Score -1.676346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -16763472.000000 Penalty: 13723.154297
	Iteration 25Q: 3 clusters Score -1.676347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -16763482.000000 Penalty: 13723.154297
	Iteration 26Q: 3 clusters Score -1.676348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -16763469.000000 Penalty: 13723.154297
	Iteration 27Q: 3 clusters Score -1.676347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -16763457.000000 Penalty: 13723.154297
	Iteration 28Q: 3 clusters Score -1.676346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -16763470.000000 Penalty: 13723.154297
	Iteration 29Q: 3 clusters Score -1.676347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -16763470.000000 Penalty: 13723.154297
	Iteration 30F: 3 clusters Score -1.676347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Entering Unmasked Estep 
Score: -9470774.000000 Penalty: 6529.068359
	Iteration 0F: 2 clusters Score -9470774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -9439946.000000 Penalty: 13058.136719
	Iteration 0F: 3 clusters Score -9439946 nChanged 18533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -9449871.000000 Penalty: 13058.136719
	Iteration 1F: 3 clusters Score -9449871 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -9450774.000000 Penalty: 13058.136719
	Iteration 2F: 3 clusters Score -9450774 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -9451609.000000 Penalty: 13058.136719
	Iteration 3Q: 3 clusters Score -9451609 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -9452396.000000 Penalty: 13058.136719
	Iteration 4Q: 3 clusters Score -9452396 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -9453264.000000 Penalty: 13058.136719
	Iteration 5Q: 3 clusters Score -9453264 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -9454187.000000 Penalty: 13058.136719
	Iteration 6Q: 3 clusters Score -9454187 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -9455329.000000 Penalty: 13058.136719
	Iteration 7Q: 3 clusters Score -9455329 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -9456775.000000 Penalty: 13058.136719
	Iteration 8F: 3 clusters Score -9456775 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -9458383.000000 Penalty: 13058.136719
	Iteration 9F: 3 clusters Score -9458383 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -9460148.000000 Penalty: 13058.136719
	Iteration 10F: 3 clusters Score -9460148 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -9461844.000000 Penalty: 13058.136719
	Iteration 11Q: 3 clusters Score -9461844 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -9463238.000000 Penalty: 13058.136719
	Iteration 12Q: 3 clusters Score -9463238 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -9464384.000000 Penalty: 13058.136719
	Iteration 13Q: 3 clusters Score -9464384 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -9465129.000000 Penalty: 13058.136719
	Iteration 14Q: 3 clusters Score -9465129 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -9465729.000000 Penalty: 13058.136719
	Iteration 15Q: 3 clusters Score -9465729 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -9466055.000000 Penalty: 13058.136719
	Iteration 16Q: 3 clusters Score -9466055 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -9466329.000000 Penalty: 13058.136719
	Iteration 17Q: 3 clusters Score -9466329 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -9466472.000000 Penalty: 13058.136719
	Iteration 18Q: 3 clusters Score -9466472 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -9466576.000000 Penalty: 13058.136719
	Iteration 19Q: 3 clusters Score -9466576 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -9466662.000000 Penalty: 13058.136719
	Iteration 20F: 3 clusters Score -9466662 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -9466711.000000 Penalty: 13058.136719
	Iteration 21Q: 3 clusters Score -9466711 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -9466736.000000 Penalty: 13058.136719
	Iteration 22Q: 3 clusters Score -9466736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -9466757.000000 Penalty: 13058.136719
	Iteration 23Q: 3 clusters Score -9466757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -9466796.000000 Penalty: 13058.136719
	Iteration 24Q: 3 clusters Score -9466796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -9466829.000000 Penalty: 13058.136719
	Iteration 25Q: 3 clusters Score -9466829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -9466828.000000 Penalty: 13058.136719
	Iteration 26Q: 3 clusters Score -9466828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -9466841.000000 Penalty: 13058.136719
	Iteration 27Q: 3 clusters Score -9466841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -9466866.000000 Penalty: 13058.136719
	Iteration 28Q: 3 clusters Score -9466866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -9466857.000000 Penalty: 13058.136719
	Iteration 29Q: 3 clusters Score -9466857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -9466864.000000 Penalty: 13058.136719
	Iteration 30Q: 3 clusters Score -9466864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -9466861.000000 Penalty: 13058.136719
	Iteration 31Q: 3 clusters Score -9466861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -9466883.000000 Penalty: 13058.136719
	Iteration 32Q: 3 clusters Score -9466883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -9466876.000000 Penalty: 13058.136719
	Iteration 33Q: 3 clusters Score -9466876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -9466890.000000 Penalty: 13058.136719
	Iteration 34Q: 3 clusters Score -9466890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -9466893.000000 Penalty: 13058.136719
	Iteration 35Q: 3 clusters Score -9466893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -9466901.000000 Penalty: 13058.136719
	Iteration 36Q: 3 clusters Score -9466901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -9466899.000000 Penalty: 13058.136719
	Iteration 37Q: 3 clusters Score -9466899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -9466914.000000 Penalty: 13058.136719
	Iteration 38Q: 3 clusters Score -9466914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -9466924.000000 Penalty: 13058.136719
	Iteration 39Q: 3 clusters Score -9466924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -9466929.000000 Penalty: 13058.136719
	Iteration 40F: 3 clusters Score -9466929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -9466917.000000 Penalty: 13058.136719
	Iteration 41Q: 3 clusters Score -9466917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -9466911.000000 Penalty: 13058.136719
	Iteration 42Q: 3 clusters Score -9466911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -9466901.000000 Penalty: 13058.136719
	Iteration 43Q: 3 clusters Score -9466901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -9466924.000000 Penalty: 13058.136719
	Iteration 44Q: 3 clusters Score -9466924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -9466916.000000 Penalty: 13058.136719
	Iteration 45Q: 3 clusters Score -9466916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -9466920.000000 Penalty: 13058.136719
	Iteration 46Q: 3 clusters Score -9466920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -9466916.000000 Penalty: 13058.136719
	Iteration 47Q: 3 clusters Score -9466916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -9466913.000000 Penalty: 13058.136719
	Iteration 48Q: 3 clusters Score -9466913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -9466918.000000 Penalty: 13058.136719
	Iteration 49Q: 3 clusters Score -9466918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -9466925.000000 Penalty: 13058.136719
	Iteration 50Q: 3 clusters Score -9466925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -9466924.000000 Penalty: 13058.136719
	Iteration 51Q: 3 clusters Score -9466924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -9466928.000000 Penalty: 13058.136719
	Iteration 52Q: 3 clusters Score -9466928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -9466925.000000 Penalty: 13058.136719
	Iteration 53Q: 3 clusters Score -9466925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -9466926.000000 Penalty: 13058.136719
	Iteration 54Q: 3 clusters Score -9466926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -9466933.000000 Penalty: 13058.136719
	Iteration 55Q: 3 clusters Score -9466933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -9466932.000000 Penalty: 13058.136719
	Iteration 56Q: 3 clusters Score -9466932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -9466937.000000 Penalty: 13058.136719
	Iteration 57Q: 3 clusters Score -9466937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -9466938.000000 Penalty: 13058.136719
	Iteration 58Q: 3 clusters Score -9466938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -9466946.000000 Penalty: 13058.136719
	Iteration 59Q: 3 clusters Score -9466946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -9466937.000000 Penalty: 13058.136719
	Iteration 60F: 3 clusters Score -9466937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -9466937.000000 Penalty: 13058.136719
	Iteration 61Q: 3 clusters Score -9466937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -9466931.000000 Penalty: 13058.136719
	Iteration 62Q: 3 clusters Score -9466931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -9466942.000000 Penalty: 13058.136719
	Iteration 63Q: 3 clusters Score -9466942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -9466944.000000 Penalty: 13058.136719
	Iteration 64Q: 3 clusters Score -9466944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -9466943.000000 Penalty: 13058.136719
	Iteration 65Q: 3 clusters Score -9466943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -9466937.000000 Penalty: 13058.136719
	Iteration 66Q: 3 clusters Score -9466937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -9466949.000000 Penalty: 13058.136719
	Iteration 67Q: 3 clusters Score -9466949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -9466946.000000 Penalty: 13058.136719
	Iteration 68Q: 3 clusters Score -9466946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -9466938.000000 Penalty: 13058.136719
	Iteration 69Q: 3 clusters Score -9466938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -9466938.000000 Penalty: 13058.136719
	Iteration 70F: 3 clusters Score -9466938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99293 members 
Entering Unmasked Estep 
Score: -22845062.000000 Penalty: 7047.321289
	Iteration 0F: 2 clusters Score -2.284506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -22778170.000000 Penalty: 14094.642578
	Iteration 0F: 3 clusters Score -2.277817e+07 nChanged 45296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -22803724.000000 Penalty: 14094.642578
	Iteration 1F: 3 clusters Score -2.280372e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -22805896.000000 Penalty: 14094.642578
	Iteration 2Q: 3 clusters Score -2.28059e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -22808500.000000 Penalty: 14094.642578
	Iteration 3F: 3 clusters Score -2.28085e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -22811226.000000 Penalty: 14094.642578
	Iteration 4F: 3 clusters Score -2.281123e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -22813950.000000 Penalty: 14094.642578
	Iteration 5F: 3 clusters Score -2.281395e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -22816936.000000 Penalty: 14094.642578
	Iteration 6F: 3 clusters Score -2.281694e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -22820230.000000 Penalty: 14094.642578
	Iteration 7F: 3 clusters Score -2.282023e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -22823712.000000 Penalty: 14094.642578
	Iteration 8F: 3 clusters Score -2.282371e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64101 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -22827226.000000 Penalty: 14094.642578
	Iteration 9F: 3 clusters Score -2.282723e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -22830450.000000 Penalty: 14094.642578
	Iteration 10Q: 3 clusters Score -2.283045e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -22833054.000000 Penalty: 14094.642578
	Iteration 11Q: 3 clusters Score -2.283305e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -22835292.000000 Penalty: 14094.642578
	Iteration 12Q: 3 clusters Score -2.283529e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -22836940.000000 Penalty: 14094.642578
	Iteration 13Q: 3 clusters Score -2.283694e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -22838112.000000 Penalty: 14094.642578
	Iteration 14Q: 3 clusters Score -2.283811e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -22839272.000000 Penalty: 14094.642578
	Iteration 15Q: 3 clusters Score -2.283927e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -22839966.000000 Penalty: 14094.642578
	Iteration 16Q: 3 clusters Score -2.283997e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -22840578.000000 Penalty: 14094.642578
	Iteration 17Q: 3 clusters Score -2.284058e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -22840974.000000 Penalty: 14094.642578
	Iteration 18Q: 3 clusters Score -2.284097e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -22841374.000000 Penalty: 14094.642578
	Iteration 19Q: 3 clusters Score -2.284137e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -22841622.000000 Penalty: 14094.642578
	Iteration 20F: 3 clusters Score -2.284162e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -22841782.000000 Penalty: 14094.642578
	Iteration 21Q: 3 clusters Score -2.284178e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -22841948.000000 Penalty: 14094.642578
	Iteration 22Q: 3 clusters Score -2.284195e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -22842050.000000 Penalty: 14094.642578
	Iteration 23Q: 3 clusters Score -2.284205e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -22842154.000000 Penalty: 14094.642578
	Iteration 24Q: 3 clusters Score -2.284215e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -22842224.000000 Penalty: 14094.642578
	Iteration 25Q: 3 clusters Score -2.284222e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88437 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -22842264.000000 Penalty: 14094.642578
	Iteration 26Q: 3 clusters Score -2.284226e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -22842302.000000 Penalty: 14094.642578
	Iteration 27Q: 3 clusters Score -2.28423e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -22842406.000000 Penalty: 14094.642578
	Iteration 28Q: 3 clusters Score -2.284241e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -22842432.000000 Penalty: 14094.642578
	Iteration 29Q: 3 clusters Score -2.284243e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -22842496.000000 Penalty: 14094.642578
	Iteration 30Q: 3 clusters Score -2.28425e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -22842534.000000 Penalty: 14094.642578
	Iteration 31Q: 3 clusters Score -2.284253e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -22842546.000000 Penalty: 14094.642578
	Iteration 32Q: 3 clusters Score -2.284255e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -22842554.000000 Penalty: 14094.642578
	Iteration 33Q: 3 clusters Score -2.284255e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -22842550.000000 Penalty: 14094.642578
	Iteration 34Q: 3 clusters Score -2.284255e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -22842564.000000 Penalty: 14094.642578
	Iteration 35Q: 3 clusters Score -2.284256e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -22842598.000000 Penalty: 14094.642578
	Iteration 36Q: 3 clusters Score -2.28426e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -22842610.000000 Penalty: 14094.642578
	Iteration 37Q: 3 clusters Score -2.284261e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -22842598.000000 Penalty: 14094.642578
	Iteration 38Q: 3 clusters Score -2.28426e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90260 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -22842608.000000 Penalty: 14094.642578
	Iteration 39Q: 3 clusters Score -2.284261e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -22842598.000000 Penalty: 14094.642578
	Iteration 40F: 3 clusters Score -2.28426e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -22842650.000000 Penalty: 14094.642578
	Iteration 41Q: 3 clusters Score -2.284265e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -22842630.000000 Penalty: 14094.642578
	Iteration 42Q: 3 clusters Score -2.284263e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -22842690.000000 Penalty: 14094.642578
	Iteration 43Q: 3 clusters Score -2.284269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -22842670.000000 Penalty: 14094.642578
	Iteration 44Q: 3 clusters Score -2.284267e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -22842668.000000 Penalty: 14094.642578
	Iteration 45Q: 3 clusters Score -2.284267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -22842670.000000 Penalty: 14094.642578
	Iteration 46Q: 3 clusters Score -2.284267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90551 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -22842668.000000 Penalty: 14094.642578
	Iteration 47Q: 3 clusters Score -2.284267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90566 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -22842680.000000 Penalty: 14094.642578
	Iteration 48Q: 3 clusters Score -2.284268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -22842680.000000 Penalty: 14094.642578
	Iteration 49Q: 3 clusters Score -2.284268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -22842672.000000 Penalty: 14094.642578
	Iteration 50Q: 3 clusters Score -2.284267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -22842682.000000 Penalty: 14094.642578
	Iteration 51Q: 3 clusters Score -2.284268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -22842666.000000 Penalty: 14094.642578
	Iteration 52Q: 3 clusters Score -2.284267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -22842680.000000 Penalty: 14094.642578
	Iteration 53Q: 3 clusters Score -2.284268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -22842694.000000 Penalty: 14094.642578
	Iteration 54Q: 3 clusters Score -2.284269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -22842692.000000 Penalty: 14094.642578
	Iteration 55Q: 3 clusters Score -2.284269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90650 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -22842670.000000 Penalty: 14094.642578
	Iteration 56Q: 3 clusters Score -2.284267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -22842696.000000 Penalty: 14094.642578
	Iteration 57Q: 3 clusters Score -2.28427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -22842720.000000 Penalty: 14094.642578
	Iteration 58Q: 3 clusters Score -2.284272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -22842704.000000 Penalty: 14094.642578
	Iteration 59Q: 3 clusters Score -2.28427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -22842724.000000 Penalty: 14094.642578
	Iteration 60F: 3 clusters Score -2.284272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -22842728.000000 Penalty: 14094.642578
	Iteration 61Q: 3 clusters Score -2.284273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -22842732.000000 Penalty: 14094.642578
	Iteration 62Q: 3 clusters Score -2.284273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -22842740.000000 Penalty: 14094.642578
	Iteration 63Q: 3 clusters Score -2.284274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -22842732.000000 Penalty: 14094.642578
	Iteration 64Q: 3 clusters Score -2.284273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -22842732.000000 Penalty: 14094.642578
	Iteration 65Q: 3 clusters Score -2.284273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -22842740.000000 Penalty: 14094.642578
	Iteration 66Q: 3 clusters Score -2.284274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -22842754.000000 Penalty: 14094.642578
	Iteration 67Q: 3 clusters Score -2.284275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -22842758.000000 Penalty: 14094.642578
	Iteration 68Q: 3 clusters Score -2.284276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -22842752.000000 Penalty: 14094.642578
	Iteration 69Q: 3 clusters Score -2.284275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -22842754.000000 Penalty: 14094.642578
	Iteration 70Q: 3 clusters Score -2.284275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90859 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -22842754.000000 Penalty: 14094.642578
	Iteration 71Q: 3 clusters Score -2.284275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -22842750.000000 Penalty: 14094.642578
	Iteration 72Q: 3 clusters Score -2.284275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -22842748.000000 Penalty: 14094.642578
	Iteration 73Q: 3 clusters Score -2.284275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -22842772.000000 Penalty: 14094.642578
	Iteration 74Q: 3 clusters Score -2.284277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -22842772.000000 Penalty: 14094.642578
	Iteration 75Q: 3 clusters Score -2.284277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -22842780.000000 Penalty: 14094.642578
	Iteration 76Q: 3 clusters Score -2.284278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -22842780.000000 Penalty: 14094.642578
	Iteration 77Q: 3 clusters Score -2.284278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -22842780.000000 Penalty: 14094.642578
	Iteration 78Q: 3 clusters Score -2.284278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -22842790.000000 Penalty: 14094.642578
	Iteration 79Q: 3 clusters Score -2.284279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -22842806.000000 Penalty: 14094.642578
	Iteration 80F: 3 clusters Score -2.284281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -22842794.000000 Penalty: 14094.642578
	Iteration 81Q: 3 clusters Score -2.284279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90986 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -22842800.000000 Penalty: 14094.642578
	Iteration 82Q: 3 clusters Score -2.28428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -22842802.000000 Penalty: 14094.642578
	Iteration 83Q: 3 clusters Score -2.28428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -22842812.000000 Penalty: 14094.642578
	Iteration 84Q: 3 clusters Score -2.284281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91002 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -22842808.000000 Penalty: 14094.642578
	Iteration 85Q: 3 clusters Score -2.284281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -22842810.000000 Penalty: 14094.642578
	Iteration 86Q: 3 clusters Score -2.284281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -22842808.000000 Penalty: 14094.642578
	Iteration 87Q: 3 clusters Score -2.284281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -22842770.000000 Penalty: 14094.642578
	Iteration 88Q: 3 clusters Score -2.284277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -22842802.000000 Penalty: 14094.642578
	Iteration 89Q: 3 clusters Score -2.28428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91047 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -22842778.000000 Penalty: 14094.642578
	Iteration 90Q: 3 clusters Score -2.284278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -22842784.000000 Penalty: 14094.642578
	Iteration 91Q: 3 clusters Score -2.284278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -22842766.000000 Penalty: 14094.642578
	Iteration 92Q: 3 clusters Score -2.284277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -22842798.000000 Penalty: 14094.642578
	Iteration 93Q: 3 clusters Score -2.28428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -22842792.000000 Penalty: 14094.642578
	Iteration 94Q: 3 clusters Score -2.284279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -22842788.000000 Penalty: 14094.642578
	Iteration 95Q: 3 clusters Score -2.284279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -22842798.000000 Penalty: 14094.642578
	Iteration 96Q: 3 clusters Score -2.28428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -22842798.000000 Penalty: 14094.642578
	Iteration 97F: 3 clusters Score -2.28428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Entering Unmasked Estep 
Score: -7683893.500000 Penalty: 6386.139648
	Iteration 0F: 2 clusters Score -7683894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -7658804.500000 Penalty: 12772.279297
	Iteration 0F: 3 clusters Score -7658804 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -7666275.000000 Penalty: 12772.279297
	Iteration 1F: 3 clusters Score -7666275 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -7666980.500000 Penalty: 12772.279297
	Iteration 2F: 3 clusters Score -7666980 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -7667438.500000 Penalty: 12772.279297
	Iteration 3Q: 3 clusters Score -7667438 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -7667782.500000 Penalty: 12772.279297
	Iteration 4Q: 3 clusters Score -7667782 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -7668032.500000 Penalty: 12772.279297
	Iteration 5Q: 3 clusters Score -7668032 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -7668198.500000 Penalty: 12772.279297
	Iteration 6Q: 3 clusters Score -7668198 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -7668389.000000 Penalty: 12772.279297
	Iteration 7Q: 3 clusters Score -7668389 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -7668502.500000 Penalty: 12772.279297
	Iteration 8Q: 3 clusters Score -7668502 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -7668620.000000 Penalty: 12772.279297
	Iteration 9Q: 3 clusters Score -7668620 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -7668703.500000 Penalty: 12772.279297
	Iteration 10Q: 3 clusters Score -7668704 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -7668777.500000 Penalty: 12772.279297
	Iteration 11Q: 3 clusters Score -7668778 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -7668883.500000 Penalty: 12772.279297
	Iteration 12Q: 3 clusters Score -7668884 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -7669020.500000 Penalty: 12772.279297
	Iteration 13Q: 3 clusters Score -7669020 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -7669126.000000 Penalty: 12772.279297
	Iteration 14Q: 3 clusters Score -7669126 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -7669217.000000 Penalty: 12772.279297
	Iteration 15Q: 3 clusters Score -7669217 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -7669351.000000 Penalty: 12772.279297
	Iteration 16Q: 3 clusters Score -7669351 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -7669528.000000 Penalty: 12772.279297
	Iteration 17Q: 3 clusters Score -7669528 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -7669778.000000 Penalty: 12772.279297
	Iteration 18Q: 3 clusters Score -7669778 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -7670086.000000 Penalty: 12772.279297
	Iteration 19Q: 3 clusters Score -7670086 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -7670550.000000 Penalty: 12772.279297
	Iteration 20F: 3 clusters Score -7670550 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -7671134.000000 Penalty: 12772.279297
	Iteration 21Q: 3 clusters Score -7671134 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -7671932.000000 Penalty: 12772.279297
	Iteration 22Q: 3 clusters Score -7671932 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -7672976.500000 Penalty: 12772.279297
	Iteration 23Q: 3 clusters Score -7672976 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -7674094.000000 Penalty: 12772.279297
	Iteration 24Q: 3 clusters Score -7674094 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -7675230.500000 Penalty: 12772.279297
	Iteration 25Q: 3 clusters Score -7675230 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7676249.000000 Penalty: 12772.279297
	Iteration 26Q: 3 clusters Score -7676249 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7677002.500000 Penalty: 12772.279297
	Iteration 27Q: 3 clusters Score -7677002 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7677482.000000 Penalty: 12772.279297
	Iteration 28Q: 3 clusters Score -7677482 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7677754.500000 Penalty: 12772.279297
	Iteration 29Q: 3 clusters Score -7677754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7677952.000000 Penalty: 12772.279297
	Iteration 30Q: 3 clusters Score -7677952 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7678088.500000 Penalty: 12772.279297
	Iteration 31Q: 3 clusters Score -7678088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7678153.500000 Penalty: 12772.279297
	Iteration 32Q: 3 clusters Score -7678154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7678187.000000 Penalty: 12772.279297
	Iteration 33Q: 3 clusters Score -7678187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7678214.500000 Penalty: 12772.279297
	Iteration 34Q: 3 clusters Score -7678214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7678228.500000 Penalty: 12772.279297
	Iteration 35Q: 3 clusters Score -7678228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7678241.000000 Penalty: 12772.279297
	Iteration 36Q: 3 clusters Score -7678241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7678241.500000 Penalty: 12772.279297
	Iteration 37Q: 3 clusters Score -7678242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7678255.000000 Penalty: 12772.279297
	Iteration 38Q: 3 clusters Score -7678255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7678272.000000 Penalty: 12772.279297
	Iteration 39Q: 3 clusters Score -7678272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7678288.000000 Penalty: 12772.279297
	Iteration 40F: 3 clusters Score -7678288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7678303.000000 Penalty: 12772.279297
	Iteration 41Q: 3 clusters Score -7678303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7678310.000000 Penalty: 12772.279297
	Iteration 42Q: 3 clusters Score -7678310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7678310.000000 Penalty: 12772.279297
	Iteration 43Q: 3 clusters Score -7678310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7678321.500000 Penalty: 12772.279297
	Iteration 44Q: 3 clusters Score -7678322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7678322.500000 Penalty: 12772.279297
	Iteration 45Q: 3 clusters Score -7678322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7678329.500000 Penalty: 12772.279297
	Iteration 46Q: 3 clusters Score -7678330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7678334.000000 Penalty: 12772.279297
	Iteration 47Q: 3 clusters Score -7678334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7678332.500000 Penalty: 12772.279297
	Iteration 48Q: 3 clusters Score -7678332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7678338.000000 Penalty: 12772.279297
	Iteration 49Q: 3 clusters Score -7678338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7678338.000000 Penalty: 12772.279297
	Iteration 50F: 3 clusters Score -7678338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90419 members 
Entering Unmasked Estep 
Score: -20696370.000000 Penalty: 6989.978516
	Iteration 0F: 2 clusters Score -2.069637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -20635028.000000 Penalty: 13979.957031
	Iteration 0F: 3 clusters Score -2.063503e+07 nChanged 41074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -20657622.000000 Penalty: 13979.957031
	Iteration 1F: 3 clusters Score -2.065762e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -20659358.000000 Penalty: 13979.957031
	Iteration 2Q: 3 clusters Score -2.065936e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -20661312.000000 Penalty: 13979.957031
	Iteration 3F: 3 clusters Score -2.066131e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -20664246.000000 Penalty: 13979.957031
	Iteration 4F: 3 clusters Score -2.066425e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -20668104.000000 Penalty: 13979.957031
	Iteration 5F: 3 clusters Score -2.06681e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -20672376.000000 Penalty: 13979.957031
	Iteration 6F: 3 clusters Score -2.067238e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 67613 members 
Entering Unmasked Estep 
Score: -20676588.000000 Penalty: 13979.957031
	Iteration 7F: 3 clusters Score -2.067659e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -20680056.000000 Penalty: 13979.957031
	Iteration 8F: 3 clusters Score -2.068006e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -20682708.000000 Penalty: 13979.957031
	Iteration 9Q: 3 clusters Score -2.068271e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -20684938.000000 Penalty: 13979.957031
	Iteration 10Q: 3 clusters Score -2.068494e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -20686538.000000 Penalty: 13979.957031
	Iteration 11Q: 3 clusters Score -2.068654e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 79018 members 
Entering Unmasked Estep 
Score: -20687758.000000 Penalty: 13979.957031
	Iteration 12Q: 3 clusters Score -2.068776e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -20688892.000000 Penalty: 13979.957031
	Iteration 13Q: 3 clusters Score -2.068889e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -20690152.000000 Penalty: 13979.957031
	Iteration 14Q: 3 clusters Score -2.069015e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
Score: -20691234.000000 Penalty: 13979.957031
	Iteration 15Q: 3 clusters Score -2.069123e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -20692350.000000 Penalty: 13979.957031
	Iteration 16Q: 3 clusters Score -2.069235e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -20693346.000000 Penalty: 13979.957031
	Iteration 17Q: 3 clusters Score -2.069335e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -20694110.000000 Penalty: 13979.957031
	Iteration 18Q: 3 clusters Score -2.069411e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
Score: -20694724.000000 Penalty: 13979.957031
	Iteration 19Q: 3 clusters Score -2.069472e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -20695158.000000 Penalty: 13979.957031
	Iteration 20F: 3 clusters Score -2.069516e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -20695622.000000 Penalty: 13979.957031
	Iteration 21Q: 3 clusters Score -2.069562e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -20695868.000000 Penalty: 13979.957031
	Iteration 22Q: 3 clusters Score -2.069587e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -20696048.000000 Penalty: 13979.957031
	Iteration 23Q: 3 clusters Score -2.069605e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -20696206.000000 Penalty: 13979.957031
	Iteration 24Q: 3 clusters Score -2.069621e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -20696196.000000 Penalty: 13979.957031
	Iteration 25Q: 3 clusters Score -2.06962e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -20696288.000000 Penalty: 13979.957031
	Iteration 26Q: 3 clusters Score -2.069629e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -20696312.000000 Penalty: 13979.957031
	Iteration 27Q: 3 clusters Score -2.069631e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -20696308.000000 Penalty: 13979.957031
	Iteration 28Q: 3 clusters Score -2.069631e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -20696344.000000 Penalty: 13979.957031
	Iteration 29Q: 3 clusters Score -2.069634e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
Score: -20696356.000000 Penalty: 13979.957031
	Iteration 30Q: 3 clusters Score -2.069636e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -20696352.000000 Penalty: 13979.957031
	Iteration 31Q: 3 clusters Score -2.069635e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -20696352.000000 Penalty: 13979.957031
	Iteration 32Q: 3 clusters Score -2.069635e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -20696422.000000 Penalty: 13979.957031
	Iteration 33Q: 3 clusters Score -2.069642e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -20696410.000000 Penalty: 13979.957031
	Iteration 34Q: 3 clusters Score -2.069641e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -20696424.000000 Penalty: 13979.957031
	Iteration 35Q: 3 clusters Score -2.069642e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
Score: -20696436.000000 Penalty: 13979.957031
	Iteration 36Q: 3 clusters Score -2.069644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -20696434.000000 Penalty: 13979.957031
	Iteration 37Q: 3 clusters Score -2.069643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -20696432.000000 Penalty: 13979.957031
	Iteration 38Q: 3 clusters Score -2.069643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -20696394.000000 Penalty: 13979.957031
	Iteration 39Q: 3 clusters Score -2.069639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -20696432.000000 Penalty: 13979.957031
	Iteration 40F: 3 clusters Score -2.069643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -20696418.000000 Penalty: 13979.957031
	Iteration 41Q: 3 clusters Score -2.069642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -20696408.000000 Penalty: 13979.957031
	Iteration 42Q: 3 clusters Score -2.069641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -20696430.000000 Penalty: 13979.957031
	Iteration 43Q: 3 clusters Score -2.069643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -20696428.000000 Penalty: 13979.957031
	Iteration 44Q: 3 clusters Score -2.069643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -20696460.000000 Penalty: 13979.957031
	Iteration 45Q: 3 clusters Score -2.069646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -20696452.000000 Penalty: 13979.957031
	Iteration 46Q: 3 clusters Score -2.069645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -20696454.000000 Penalty: 13979.957031
	Iteration 47Q: 3 clusters Score -2.069645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 75120 members 
Entering Unmasked Estep 
Score: -20696440.000000 Penalty: 13979.957031
	Iteration 48Q: 3 clusters Score -2.069644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -20696454.000000 Penalty: 13979.957031
	Iteration 49Q: 3 clusters Score -2.069645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -20696440.000000 Penalty: 13979.957031
	Iteration 50Q: 3 clusters Score -2.069644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -20696444.000000 Penalty: 13979.957031
	Iteration 51Q: 3 clusters Score -2.069644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -20696456.000000 Penalty: 13979.957031
	Iteration 52Q: 3 clusters Score -2.069646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -20696456.000000 Penalty: 13979.957031
	Iteration 53F: 3 clusters Score -2.069646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99928 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7942 members 
Mstep: Class 5 contains 62633 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9832 members 
Mstep: Class 8 contains 73319 members 
Mstep: Class 9 contains 42604 members 
Mstep: Class 10 contains 99293 members 
Mstep: Class 11 contains 33737 members 
Mstep: Class 12 contains 15319 members 
Mstep: Class 13 contains 53724 members 
Mstep: Class 14 contains 149877 members 
Mstep: Class 15 contains 16065 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 125045 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17341 members 
Mstep: Class 20 contains 20243 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17351 members 
Mstep: Class 25 contains 54773 members 
Mstep: Class 26 contains 17665 members 
Mstep: Class 27 contains 75100 members 
Entering Unmasked Estep 
Score: -272448864.000000 Penalty: 231727.812500
Splitting cluster 12 changes total score from -272447936.000000 to -272448864.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (53724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Entering Unmasked Estep 
Score: -11765901.000000 Penalty: 6671.114258
	Iteration 0F: 2 clusters Score -1.17659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -11727831.000000 Penalty: 13342.228516
	Iteration 0F: 3 clusters Score -1.172783e+07 nChanged 23702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -11740582.000000 Penalty: 13342.228516
	Iteration 1F: 3 clusters Score -1.174058e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -11741934.000000 Penalty: 13342.228516
	Iteration 2F: 3 clusters Score -1.174193e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -11743461.000000 Penalty: 13342.228516
	Iteration 3F: 3 clusters Score -1.174346e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -11745268.000000 Penalty: 13342.228516
	Iteration 4F: 3 clusters Score -1.174527e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -11747284.000000 Penalty: 13342.228516
	Iteration 5F: 3 clusters Score -1.174728e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -11749236.000000 Penalty: 13342.228516
	Iteration 6F: 3 clusters Score -1.174924e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -11751081.000000 Penalty: 13342.228516
	Iteration 7F: 3 clusters Score -1.175108e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -11752619.000000 Penalty: 13342.228516
	Iteration 8Q: 3 clusters Score -1.175262e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -11754071.000000 Penalty: 13342.228516
	Iteration 9Q: 3 clusters Score -1.175407e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -11755307.000000 Penalty: 13342.228516
	Iteration 10Q: 3 clusters Score -1.175531e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -11756350.000000 Penalty: 13342.228516
	Iteration 11Q: 3 clusters Score -1.175635e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -11757276.000000 Penalty: 13342.228516
	Iteration 12Q: 3 clusters Score -1.175728e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -11757989.000000 Penalty: 13342.228516
	Iteration 13Q: 3 clusters Score -1.175799e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -11758611.000000 Penalty: 13342.228516
	Iteration 14Q: 3 clusters Score -1.175861e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -11759051.000000 Penalty: 13342.228516
	Iteration 15Q: 3 clusters Score -1.175905e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -11759359.000000 Penalty: 13342.228516
	Iteration 16Q: 3 clusters Score -1.175936e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -11759680.000000 Penalty: 13342.228516
	Iteration 17Q: 3 clusters Score -1.175968e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -11759933.000000 Penalty: 13342.228516
	Iteration 18Q: 3 clusters Score -1.175993e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -11760139.000000 Penalty: 13342.228516
	Iteration 19Q: 3 clusters Score -1.176014e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -11760302.000000 Penalty: 13342.228516
	Iteration 20F: 3 clusters Score -1.17603e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -11760402.000000 Penalty: 13342.228516
	Iteration 21Q: 3 clusters Score -1.17604e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -11760499.000000 Penalty: 13342.228516
	Iteration 22Q: 3 clusters Score -1.17605e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -11760575.000000 Penalty: 13342.228516
	Iteration 23Q: 3 clusters Score -1.176058e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -11760620.000000 Penalty: 13342.228516
	Iteration 24Q: 3 clusters Score -1.176062e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -11760648.000000 Penalty: 13342.228516
	Iteration 25Q: 3 clusters Score -1.176065e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -11760688.000000 Penalty: 13342.228516
	Iteration 26Q: 3 clusters Score -1.176069e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -11760723.000000 Penalty: 13342.228516
	Iteration 27Q: 3 clusters Score -1.176072e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -11760748.000000 Penalty: 13342.228516
	Iteration 28Q: 3 clusters Score -1.176075e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -11760770.000000 Penalty: 13342.228516
	Iteration 29Q: 3 clusters Score -1.176077e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -11760786.000000 Penalty: 13342.228516
	Iteration 30Q: 3 clusters Score -1.176079e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -11760785.000000 Penalty: 13342.228516
	Iteration 31Q: 3 clusters Score -1.176078e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -11760773.000000 Penalty: 13342.228516
	Iteration 32Q: 3 clusters Score -1.176077e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -11760807.000000 Penalty: 13342.228516
	Iteration 33Q: 3 clusters Score -1.176081e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -11760832.000000 Penalty: 13342.228516
	Iteration 34Q: 3 clusters Score -1.176083e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -11760847.000000 Penalty: 13342.228516
	Iteration 35Q: 3 clusters Score -1.176085e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -11760865.000000 Penalty: 13342.228516
	Iteration 36Q: 3 clusters Score -1.176086e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -11760863.000000 Penalty: 13342.228516
	Iteration 37Q: 3 clusters Score -1.176086e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -11760900.000000 Penalty: 13342.228516
	Iteration 38Q: 3 clusters Score -1.17609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -11760904.000000 Penalty: 13342.228516
	Iteration 39Q: 3 clusters Score -1.17609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -11760899.000000 Penalty: 13342.228516
	Iteration 40F: 3 clusters Score -1.17609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -11760885.000000 Penalty: 13342.228516
	Iteration 41Q: 3 clusters Score -1.176088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -11760893.000000 Penalty: 13342.228516
	Iteration 42Q: 3 clusters Score -1.176089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -11760902.000000 Penalty: 13342.228516
	Iteration 43Q: 3 clusters Score -1.17609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -11760918.000000 Penalty: 13342.228516
	Iteration 44Q: 3 clusters Score -1.176092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -11760917.000000 Penalty: 13342.228516
	Iteration 45Q: 3 clusters Score -1.176092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -11760906.000000 Penalty: 13342.228516
	Iteration 46Q: 3 clusters Score -1.176091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -11760912.000000 Penalty: 13342.228516
	Iteration 47Q: 3 clusters Score -1.176091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -11760914.000000 Penalty: 13342.228516
	Iteration 48Q: 3 clusters Score -1.176091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -11760921.000000 Penalty: 13342.228516
	Iteration 49Q: 3 clusters Score -1.176092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -11760933.000000 Penalty: 13342.228516
	Iteration 50Q: 3 clusters Score -1.176093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -11760939.000000 Penalty: 13342.228516
	Iteration 51Q: 3 clusters Score -1.176094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -11760932.000000 Penalty: 13342.228516
	Iteration 52Q: 3 clusters Score -1.176093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -11760937.000000 Penalty: 13342.228516
	Iteration 53Q: 3 clusters Score -1.176094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -11760937.000000 Penalty: 13342.228516
	Iteration 54F: 3 clusters Score -1.176094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (149877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149877 members 
Entering Unmasked Estep 
Score: -34184868.000000 Penalty: 7299.511719
	Iteration 0F: 2 clusters Score -3.418487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 74870 members 
Entering Unmasked Estep 
Score: -34097620.000000 Penalty: 14599.023438
	Iteration 0F: 3 clusters Score -3.409762e+07 nChanged 69535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -34136820.000000 Penalty: 14599.023438
	Iteration 1F: 3 clusters Score -3.413682e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -34138380.000000 Penalty: 14599.023438
	Iteration 2Q: 3 clusters Score -3.413838e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76788 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -34140476.000000 Penalty: 14599.023438
	Iteration 3Q: 3 clusters Score -3.414048e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -34142676.000000 Penalty: 14599.023438
	Iteration 4Q: 3 clusters Score -3.414268e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -34145244.000000 Penalty: 14599.023438
	Iteration 5Q: 3 clusters Score -3.414524e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81878 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -34148588.000000 Penalty: 14599.023438
	Iteration 6Q: 3 clusters Score -3.414859e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85524 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -34152884.000000 Penalty: 14599.023438
	Iteration 7F: 3 clusters Score -3.415288e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -34158308.000000 Penalty: 14599.023438
	Iteration 8F: 3 clusters Score -3.415831e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -34164816.000000 Penalty: 14599.023438
	Iteration 9F: 3 clusters Score -3.416482e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -34171036.000000 Penalty: 14599.023438
	Iteration 10F: 3 clusters Score -3.417104e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -34175596.000000 Penalty: 14599.023438
	Iteration 11Q: 3 clusters Score -3.41756e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105762 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -34178288.000000 Penalty: 14599.023438
	Iteration 12Q: 3 clusters Score -3.417829e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -34179896.000000 Penalty: 14599.023438
	Iteration 13Q: 3 clusters Score -3.41799e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109739 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -34181260.000000 Penalty: 14599.023438
	Iteration 14Q: 3 clusters Score -3.418126e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -34182468.000000 Penalty: 14599.023438
	Iteration 15Q: 3 clusters Score -3.418247e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113346 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -34183364.000000 Penalty: 14599.023438
	Iteration 16Q: 3 clusters Score -3.418336e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -34184104.000000 Penalty: 14599.023438
	Iteration 17Q: 3 clusters Score -3.41841e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -34184816.000000 Penalty: 14599.023438
	Iteration 18Q: 3 clusters Score -3.418482e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118367 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -34185140.000000 Penalty: 14599.023438
	Iteration 19Q: 3 clusters Score -3.418514e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119835 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -34185456.000000 Penalty: 14599.023438
	Iteration 20F: 3 clusters Score -3.418546e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121218 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -34185636.000000 Penalty: 14599.023438
	Iteration 21Q: 3 clusters Score -3.418564e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122504 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -34185736.000000 Penalty: 14599.023438
	Iteration 22Q: 3 clusters Score -3.418574e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123663 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -34185828.000000 Penalty: 14599.023438
	Iteration 23Q: 3 clusters Score -3.418583e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124742 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -34185792.000000 Penalty: 14599.023438
	Iteration 24Q: 3 clusters Score -3.418579e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125717 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -34185692.000000 Penalty: 14599.023438
	Iteration 25Q: 3 clusters Score -3.418569e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126623 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -34185732.000000 Penalty: 14599.023438
	Iteration 26Q: 3 clusters Score -3.418573e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127467 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -34185648.000000 Penalty: 14599.023438
	Iteration 27Q: 3 clusters Score -3.418565e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128245 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -34185716.000000 Penalty: 14599.023438
	Iteration 28Q: 3 clusters Score -3.418572e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128982 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -34185700.000000 Penalty: 14599.023438
	Iteration 29Q: 3 clusters Score -3.41857e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129640 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -34185696.000000 Penalty: 14599.023438
	Iteration 30Q: 3 clusters Score -3.41857e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -34185620.000000 Penalty: 14599.023438
	Iteration 31Q: 3 clusters Score -3.418562e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130691 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -34185588.000000 Penalty: 14599.023438
	Iteration 32Q: 3 clusters Score -3.418559e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131132 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -34185592.000000 Penalty: 14599.023438
	Iteration 33Q: 3 clusters Score -3.418559e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131550 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -34185592.000000 Penalty: 14599.023438
	Iteration 34Q: 3 clusters Score -3.418559e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -34185520.000000 Penalty: 14599.023438
	Iteration 35Q: 3 clusters Score -3.418552e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132351 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -34185564.000000 Penalty: 14599.023438
	Iteration 36Q: 3 clusters Score -3.418556e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132723 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -34185504.000000 Penalty: 14599.023438
	Iteration 37Q: 3 clusters Score -3.41855e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133070 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -34185500.000000 Penalty: 14599.023438
	Iteration 38Q: 3 clusters Score -3.41855e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133383 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -34185492.000000 Penalty: 14599.023438
	Iteration 39Q: 3 clusters Score -3.418549e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133656 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -34185472.000000 Penalty: 14599.023438
	Iteration 40F: 3 clusters Score -3.418547e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133933 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -34185400.000000 Penalty: 14599.023438
	Iteration 41Q: 3 clusters Score -3.41854e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134194 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -34185328.000000 Penalty: 14599.023438
	Iteration 42Q: 3 clusters Score -3.418533e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -34185324.000000 Penalty: 14599.023438
	Iteration 43Q: 3 clusters Score -3.418532e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134708 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -34185244.000000 Penalty: 14599.023438
	Iteration 44Q: 3 clusters Score -3.418524e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134957 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -34185252.000000 Penalty: 14599.023438
	Iteration 45Q: 3 clusters Score -3.418525e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135196 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -34185236.000000 Penalty: 14599.023438
	Iteration 46Q: 3 clusters Score -3.418524e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135419 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -34185228.000000 Penalty: 14599.023438
	Iteration 47Q: 3 clusters Score -3.418523e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135625 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -34185228.000000 Penalty: 14599.023438
	Iteration 48Q: 3 clusters Score -3.418523e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135828 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -34185240.000000 Penalty: 14599.023438
	Iteration 49Q: 3 clusters Score -3.418524e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136040 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -34185252.000000 Penalty: 14599.023438
	Iteration 50Q: 3 clusters Score -3.418525e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136237 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -34185224.000000 Penalty: 14599.023438
	Iteration 51Q: 3 clusters Score -3.418522e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136445 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -34185184.000000 Penalty: 14599.023438
	Iteration 52Q: 3 clusters Score -3.418518e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136621 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -34185140.000000 Penalty: 14599.023438
	Iteration 53Q: 3 clusters Score -3.418514e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136799 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -34185112.000000 Penalty: 14599.023438
	Iteration 54Q: 3 clusters Score -3.418511e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136952 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -34185052.000000 Penalty: 14599.023438
	Iteration 55Q: 3 clusters Score -3.418505e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137090 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -34185032.000000 Penalty: 14599.023438
	Iteration 56Q: 3 clusters Score -3.418503e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137237 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -34185004.000000 Penalty: 14599.023438
	Iteration 57Q: 3 clusters Score -3.4185e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137388 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -34184960.000000 Penalty: 14599.023438
	Iteration 58Q: 3 clusters Score -3.418496e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137525 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -34184940.000000 Penalty: 14599.023438
	Iteration 59Q: 3 clusters Score -3.418494e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137648 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -34184880.000000 Penalty: 14599.023438
	Iteration 60F: 3 clusters Score -3.418488e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137764 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -34184948.000000 Penalty: 14599.023438
	Iteration 61Q: 3 clusters Score -3.418495e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137873 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -34184948.000000 Penalty: 14599.023438
	Iteration 62Q: 3 clusters Score -3.418495e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137980 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -34184864.000000 Penalty: 14599.023438
	Iteration 63Q: 3 clusters Score -3.418486e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138091 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -34184820.000000 Penalty: 14599.023438
	Iteration 64Q: 3 clusters Score -3.418482e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -34184784.000000 Penalty: 14599.023438
	Iteration 65Q: 3 clusters Score -3.418478e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138264 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -34184764.000000 Penalty: 14599.023438
	Iteration 66Q: 3 clusters Score -3.418476e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138341 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -34184756.000000 Penalty: 14599.023438
	Iteration 67Q: 3 clusters Score -3.418476e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138412 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -34184748.000000 Penalty: 14599.023438
	Iteration 68Q: 3 clusters Score -3.418475e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138485 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -34184724.000000 Penalty: 14599.023438
	Iteration 69Q: 3 clusters Score -3.418472e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138551 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -34184724.000000 Penalty: 14599.023438
	Iteration 70Q: 3 clusters Score -3.418472e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138616 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -34184748.000000 Penalty: 14599.023438
	Iteration 71Q: 3 clusters Score -3.418475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138669 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -34184684.000000 Penalty: 14599.023438
	Iteration 72Q: 3 clusters Score -3.418468e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138728 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -34184692.000000 Penalty: 14599.023438
	Iteration 73Q: 3 clusters Score -3.418469e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138778 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -34184664.000000 Penalty: 14599.023438
	Iteration 74Q: 3 clusters Score -3.418466e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138824 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -34184648.000000 Penalty: 14599.023438
	Iteration 75Q: 3 clusters Score -3.418465e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138878 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -34184636.000000 Penalty: 14599.023438
	Iteration 76Q: 3 clusters Score -3.418464e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138932 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -34184624.000000 Penalty: 14599.023438
	Iteration 77Q: 3 clusters Score -3.418462e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -34184616.000000 Penalty: 14599.023438
	Iteration 78Q: 3 clusters Score -3.418462e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139032 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -34184656.000000 Penalty: 14599.023438
	Iteration 79Q: 3 clusters Score -3.418466e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139081 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -34184688.000000 Penalty: 14599.023438
	Iteration 80F: 3 clusters Score -3.418469e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139112 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -34184684.000000 Penalty: 14599.023438
	Iteration 81Q: 3 clusters Score -3.418468e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139148 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -34184636.000000 Penalty: 14599.023438
	Iteration 82Q: 3 clusters Score -3.418464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139178 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -34184624.000000 Penalty: 14599.023438
	Iteration 83Q: 3 clusters Score -3.418462e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139209 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -34184616.000000 Penalty: 14599.023438
	Iteration 84Q: 3 clusters Score -3.418462e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139251 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -34184644.000000 Penalty: 14599.023438
	Iteration 85Q: 3 clusters Score -3.418464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139281 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -34184640.000000 Penalty: 14599.023438
	Iteration 86Q: 3 clusters Score -3.418464e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139317 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -34184652.000000 Penalty: 14599.023438
	Iteration 87Q: 3 clusters Score -3.418465e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139360 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -34184672.000000 Penalty: 14599.023438
	Iteration 88Q: 3 clusters Score -3.418467e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139403 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -34184652.000000 Penalty: 14599.023438
	Iteration 89Q: 3 clusters Score -3.418465e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139458 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -34184628.000000 Penalty: 14599.023438
	Iteration 90Q: 3 clusters Score -3.418463e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139519 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -34184516.000000 Penalty: 14599.023438
	Iteration 91Q: 3 clusters Score -3.418452e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139567 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -34184556.000000 Penalty: 14599.023438
	Iteration 92Q: 3 clusters Score -3.418456e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -34184576.000000 Penalty: 14599.023438
	Iteration 93Q: 3 clusters Score -3.418458e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139666 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -34184560.000000 Penalty: 14599.023438
	Iteration 94Q: 3 clusters Score -3.418456e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139719 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -34184544.000000 Penalty: 14599.023438
	Iteration 95Q: 3 clusters Score -3.418454e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139763 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -34184492.000000 Penalty: 14599.023438
	Iteration 96Q: 3 clusters Score -3.418449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139794 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -34184512.000000 Penalty: 14599.023438
	Iteration 97Q: 3 clusters Score -3.418451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139821 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -34184500.000000 Penalty: 14599.023438
	Iteration 98Q: 3 clusters Score -3.41845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139850 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -34184512.000000 Penalty: 14599.023438
	Iteration 99Q: 3 clusters Score -3.418451e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139878 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -34184460.000000 Penalty: 14599.023438
	Iteration 100F: 3 clusters Score -3.418446e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139907 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -34184492.000000 Penalty: 14599.023438
	Iteration 101Q: 3 clusters Score -3.418449e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139935 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -34184468.000000 Penalty: 14599.023438
	Iteration 102Q: 3 clusters Score -3.418447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139962 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -34184440.000000 Penalty: 14599.023438
	Iteration 103Q: 3 clusters Score -3.418444e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139994 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -34184456.000000 Penalty: 14599.023438
	Iteration 104Q: 3 clusters Score -3.418446e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140031 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -34184428.000000 Penalty: 14599.023438
	Iteration 105Q: 3 clusters Score -3.418443e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140063 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -34184412.000000 Penalty: 14599.023438
	Iteration 106Q: 3 clusters Score -3.418441e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -34184420.000000 Penalty: 14599.023438
	Iteration 107Q: 3 clusters Score -3.418442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -34184420.000000 Penalty: 14599.023438
	Iteration 108Q: 3 clusters Score -3.418442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140115 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -34184428.000000 Penalty: 14599.023438
	Iteration 109Q: 3 clusters Score -3.418443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140131 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -34184416.000000 Penalty: 14599.023438
	Iteration 110Q: 3 clusters Score -3.418442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140148 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -34184432.000000 Penalty: 14599.023438
	Iteration 111Q: 3 clusters Score -3.418443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140160 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -34184404.000000 Penalty: 14599.023438
	Iteration 112Q: 3 clusters Score -3.41844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140171 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -34184420.000000 Penalty: 14599.023438
	Iteration 113Q: 3 clusters Score -3.418442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140188 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -34184440.000000 Penalty: 14599.023438
	Iteration 114Q: 3 clusters Score -3.418444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140207 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -34184404.000000 Penalty: 14599.023438
	Iteration 115Q: 3 clusters Score -3.41844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140221 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -34184420.000000 Penalty: 14599.023438
	Iteration 116Q: 3 clusters Score -3.418442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -34184404.000000 Penalty: 14599.023438
	Iteration 117Q: 3 clusters Score -3.41844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140252 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -34184396.000000 Penalty: 14599.023438
	Iteration 118Q: 3 clusters Score -3.41844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140263 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -34184384.000000 Penalty: 14599.023438
	Iteration 119Q: 3 clusters Score -3.418438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140272 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -34184368.000000 Penalty: 14599.023438
	Iteration 120F: 3 clusters Score -3.418437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140288 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -34184364.000000 Penalty: 14599.023438
	Iteration 121Q: 3 clusters Score -3.418436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140298 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -34184376.000000 Penalty: 14599.023438
	Iteration 122Q: 3 clusters Score -3.418438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -34184368.000000 Penalty: 14599.023438
	Iteration 123Q: 3 clusters Score -3.418437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -34184364.000000 Penalty: 14599.023438
	Iteration 124Q: 3 clusters Score -3.418436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140317 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -34184340.000000 Penalty: 14599.023438
	Iteration 125Q: 3 clusters Score -3.418434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140323 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -34184328.000000 Penalty: 14599.023438
	Iteration 126Q: 3 clusters Score -3.418433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140330 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -34184336.000000 Penalty: 14599.023438
	Iteration 127Q: 3 clusters Score -3.418434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140334 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -34184340.000000 Penalty: 14599.023438
	Iteration 128Q: 3 clusters Score -3.418434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140336 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -34184352.000000 Penalty: 14599.023438
	Iteration 129Q: 3 clusters Score -3.418435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140339 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -34184340.000000 Penalty: 14599.023438
	Iteration 130Q: 3 clusters Score -3.418434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140342 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -34184348.000000 Penalty: 14599.023438
	Iteration 131Q: 3 clusters Score -3.418435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140348 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -34184340.000000 Penalty: 14599.023438
	Iteration 132Q: 3 clusters Score -3.418434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140357 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -34184344.000000 Penalty: 14599.023438
	Iteration 133Q: 3 clusters Score -3.418434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140369 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -34184344.000000 Penalty: 14599.023438
	Iteration 134Q: 3 clusters Score -3.418434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140379 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -34184320.000000 Penalty: 14599.023438
	Iteration 135Q: 3 clusters Score -3.418432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140388 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -34184308.000000 Penalty: 14599.023438
	Iteration 136Q: 3 clusters Score -3.418431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140401 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -34184304.000000 Penalty: 14599.023438
	Iteration 137Q: 3 clusters Score -3.41843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140410 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -34184300.000000 Penalty: 14599.023438
	Iteration 138Q: 3 clusters Score -3.41843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140417 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -34184312.000000 Penalty: 14599.023438
	Iteration 139Q: 3 clusters Score -3.418431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140424 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -34184292.000000 Penalty: 14599.023438
	Iteration 140F: 3 clusters Score -3.418429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140431 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -34184304.000000 Penalty: 14599.023438
	Iteration 141Q: 3 clusters Score -3.41843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140445 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -34184320.000000 Penalty: 14599.023438
	Iteration 142Q: 3 clusters Score -3.418432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140460 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -34184344.000000 Penalty: 14599.023438
	Iteration 143Q: 3 clusters Score -3.418434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140468 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -34184356.000000 Penalty: 14599.023438
	Iteration 144Q: 3 clusters Score -3.418436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140481 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -34184312.000000 Penalty: 14599.023438
	Iteration 145Q: 3 clusters Score -3.418431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140489 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -34184320.000000 Penalty: 14599.023438
	Iteration 146Q: 3 clusters Score -3.418432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140492 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -34184324.000000 Penalty: 14599.023438
	Iteration 147Q: 3 clusters Score -3.418432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -34184348.000000 Penalty: 14599.023438
	Iteration 148Q: 3 clusters Score -3.418435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140508 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -34184320.000000 Penalty: 14599.023438
	Iteration 149Q: 3 clusters Score -3.418432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140515 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -34184328.000000 Penalty: 14599.023438
	Iteration 150Q: 3 clusters Score -3.418433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140521 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -34184316.000000 Penalty: 14599.023438
	Iteration 151Q: 3 clusters Score -3.418432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140531 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -34184288.000000 Penalty: 14599.023438
	Iteration 152Q: 3 clusters Score -3.418429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140543 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -34184296.000000 Penalty: 14599.023438
	Iteration 153Q: 3 clusters Score -3.41843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140554 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -34184316.000000 Penalty: 14599.023438
	Iteration 154Q: 3 clusters Score -3.418432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140559 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -34184316.000000 Penalty: 14599.023438
	Iteration 155Q: 3 clusters Score -3.418432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140565 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -34184328.000000 Penalty: 14599.023438
	Iteration 156Q: 3 clusters Score -3.418433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140571 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -34184304.000000 Penalty: 14599.023438
	Iteration 157Q: 3 clusters Score -3.41843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140578 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -34184300.000000 Penalty: 14599.023438
	Iteration 158Q: 3 clusters Score -3.41843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140580 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -34184288.000000 Penalty: 14599.023438
	Iteration 159Q: 3 clusters Score -3.418429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140582 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -34184312.000000 Penalty: 14599.023438
	Iteration 160F: 3 clusters Score -3.418431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140583 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -34184304.000000 Penalty: 14599.023438
	Iteration 161Q: 3 clusters Score -3.41843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140583 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -34184304.000000 Penalty: 14599.023438
	Iteration 162F: 3 clusters Score -3.41843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Entering Unmasked Estep 
Score: -3535157.500000 Penalty: 5931.694336
	Iteration 0F: 2 clusters Score -3535158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3521183.750000 Penalty: 11863.388672
	Iteration 0F: 3 clusters Score -3521184 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3524677.000000 Penalty: 11863.388672
	Iteration 1F: 3 clusters Score -3524677 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3525282.500000 Penalty: 11863.388672
	Iteration 2F: 3 clusters Score -3525282 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3525737.000000 Penalty: 11863.388672
	Iteration 3F: 3 clusters Score -3525737 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -3526075.000000 Penalty: 11863.388672
	Iteration 4Q: 3 clusters Score -3526075 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3526377.000000 Penalty: 11863.388672
	Iteration 5Q: 3 clusters Score -3526377 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3526676.750000 Penalty: 11863.388672
	Iteration 6Q: 3 clusters Score -3526677 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3527000.750000 Penalty: 11863.388672
	Iteration 7Q: 3 clusters Score -3527001 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3527356.250000 Penalty: 11863.388672
	Iteration 8Q: 3 clusters Score -3527356 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3527738.750000 Penalty: 11863.388672
	Iteration 9Q: 3 clusters Score -3527739 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3528136.500000 Penalty: 11863.388672
	Iteration 10Q: 3 clusters Score -3528136 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3528519.750000 Penalty: 11863.388672
	Iteration 11Q: 3 clusters Score -3528520 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3528919.750000 Penalty: 11863.388672
	Iteration 12Q: 3 clusters Score -3528920 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3529305.000000 Penalty: 11863.388672
	Iteration 13Q: 3 clusters Score -3529305 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3529657.000000 Penalty: 11863.388672
	Iteration 14Q: 3 clusters Score -3529657 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3529962.750000 Penalty: 11863.388672
	Iteration 15Q: 3 clusters Score -3529963 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3530229.000000 Penalty: 11863.388672
	Iteration 16Q: 3 clusters Score -3530229 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3530458.500000 Penalty: 11863.388672
	Iteration 17Q: 3 clusters Score -3530458 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3530639.500000 Penalty: 11863.388672
	Iteration 18Q: 3 clusters Score -3530640 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3530779.500000 Penalty: 11863.388672
	Iteration 19Q: 3 clusters Score -3530780 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3530867.750000 Penalty: 11863.388672
	Iteration 20F: 3 clusters Score -3530868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3530945.750000 Penalty: 11863.388672
	Iteration 21Q: 3 clusters Score -3530946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3531003.250000 Penalty: 11863.388672
	Iteration 22Q: 3 clusters Score -3531003 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3531042.000000 Penalty: 11863.388672
	Iteration 23Q: 3 clusters Score -3531042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3531057.250000 Penalty: 11863.388672
	Iteration 24Q: 3 clusters Score -3531057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3531076.250000 Penalty: 11863.388672
	Iteration 25Q: 3 clusters Score -3531076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3531085.750000 Penalty: 11863.388672
	Iteration 26Q: 3 clusters Score -3531086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3531092.750000 Penalty: 11863.388672
	Iteration 27Q: 3 clusters Score -3531093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3531099.250000 Penalty: 11863.388672
	Iteration 28Q: 3 clusters Score -3531099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3531107.250000 Penalty: 11863.388672
	Iteration 29Q: 3 clusters Score -3531107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3531111.750000 Penalty: 11863.388672
	Iteration 30Q: 3 clusters Score -3531112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3531118.000000 Penalty: 11863.388672
	Iteration 31Q: 3 clusters Score -3531118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3531132.250000 Penalty: 11863.388672
	Iteration 32Q: 3 clusters Score -3531132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3531133.250000 Penalty: 11863.388672
	Iteration 33Q: 3 clusters Score -3531133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3531142.000000 Penalty: 11863.388672
	Iteration 34Q: 3 clusters Score -3531142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3531147.500000 Penalty: 11863.388672
	Iteration 35Q: 3 clusters Score -3531148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3531145.750000 Penalty: 11863.388672
	Iteration 36Q: 3 clusters Score -3531146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3531147.750000 Penalty: 11863.388672
	Iteration 37Q: 3 clusters Score -3531148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3531151.250000 Penalty: 11863.388672
	Iteration 38Q: 3 clusters Score -3531151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3531158.750000 Penalty: 11863.388672
	Iteration 39Q: 3 clusters Score -3531159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3531159.500000 Penalty: 11863.388672
	Iteration 40F: 3 clusters Score -3531160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3531158.000000 Penalty: 11863.388672
	Iteration 41Q: 3 clusters Score -3531158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3531157.250000 Penalty: 11863.388672
	Iteration 42Q: 3 clusters Score -3531157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3531162.000000 Penalty: 11863.388672
	Iteration 43Q: 3 clusters Score -3531162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3531162.000000 Penalty: 11863.388672
	Iteration 44F: 3 clusters Score -3531162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Entering Unmasked Estep 
Score: -4586965.000000 Penalty: 6073.827637
	Iteration 0F: 2 clusters Score -4586965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -4570188.500000 Penalty: 12147.655273
	Iteration 0F: 3 clusters Score -4570188 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -4574618.000000 Penalty: 12147.655273
	Iteration 1F: 3 clusters Score -4574618 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -4575358.000000 Penalty: 12147.655273
	Iteration 2F: 3 clusters Score -4575358 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -4575838.000000 Penalty: 12147.655273
	Iteration 3F: 3 clusters Score -4575838 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -4576222.000000 Penalty: 12147.655273
	Iteration 4Q: 3 clusters Score -4576222 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4576668.000000 Penalty: 12147.655273
	Iteration 5Q: 3 clusters Score -4576668 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -4577021.000000 Penalty: 12147.655273
	Iteration 6Q: 3 clusters Score -4577021 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -4577322.500000 Penalty: 12147.655273
	Iteration 7Q: 3 clusters Score -4577322 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4577605.500000 Penalty: 12147.655273
	Iteration 8Q: 3 clusters Score -4577606 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -4577903.000000 Penalty: 12147.655273
	Iteration 9Q: 3 clusters Score -4577903 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -4578169.500000 Penalty: 12147.655273
	Iteration 10Q: 3 clusters Score -4578170 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -4578428.000000 Penalty: 12147.655273
	Iteration 11Q: 3 clusters Score -4578428 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -4578696.000000 Penalty: 12147.655273
	Iteration 12Q: 3 clusters Score -4578696 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -4579032.000000 Penalty: 12147.655273
	Iteration 13Q: 3 clusters Score -4579032 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4579344.500000 Penalty: 12147.655273
	Iteration 14Q: 3 clusters Score -4579344 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -4579609.000000 Penalty: 12147.655273
	Iteration 15Q: 3 clusters Score -4579609 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -4579892.000000 Penalty: 12147.655273
	Iteration 16Q: 3 clusters Score -4579892 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -4580131.000000 Penalty: 12147.655273
	Iteration 17Q: 3 clusters Score -4580131 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -4580366.000000 Penalty: 12147.655273
	Iteration 18Q: 3 clusters Score -4580366 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -4580552.000000 Penalty: 12147.655273
	Iteration 19Q: 3 clusters Score -4580552 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4580729.000000 Penalty: 12147.655273
	Iteration 20F: 3 clusters Score -4580729 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4580871.500000 Penalty: 12147.655273
	Iteration 21Q: 3 clusters Score -4580872 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -4581003.500000 Penalty: 12147.655273
	Iteration 22Q: 3 clusters Score -4581004 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -4581105.000000 Penalty: 12147.655273
	Iteration 23Q: 3 clusters Score -4581105 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4581181.500000 Penalty: 12147.655273
	Iteration 24Q: 3 clusters Score -4581182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4581220.000000 Penalty: 12147.655273
	Iteration 25Q: 3 clusters Score -4581220 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4581268.000000 Penalty: 12147.655273
	Iteration 26Q: 3 clusters Score -4581268 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -4581301.000000 Penalty: 12147.655273
	Iteration 27Q: 3 clusters Score -4581301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4581331.000000 Penalty: 12147.655273
	Iteration 28Q: 3 clusters Score -4581331 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4581378.500000 Penalty: 12147.655273
	Iteration 29Q: 3 clusters Score -4581378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -4581405.500000 Penalty: 12147.655273
	Iteration 30Q: 3 clusters Score -4581406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4581429.500000 Penalty: 12147.655273
	Iteration 31Q: 3 clusters Score -4581430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -4581460.500000 Penalty: 12147.655273
	Iteration 32Q: 3 clusters Score -4581460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -4581485.500000 Penalty: 12147.655273
	Iteration 33Q: 3 clusters Score -4581486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4581493.500000 Penalty: 12147.655273
	Iteration 34Q: 3 clusters Score -4581494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4581496.000000 Penalty: 12147.655273
	Iteration 35Q: 3 clusters Score -4581496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4581517.500000 Penalty: 12147.655273
	Iteration 36Q: 3 clusters Score -4581518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4581537.000000 Penalty: 12147.655273
	Iteration 37Q: 3 clusters Score -4581537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -4581546.500000 Penalty: 12147.655273
	Iteration 38Q: 3 clusters Score -4581546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4581556.500000 Penalty: 12147.655273
	Iteration 39Q: 3 clusters Score -4581556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -4581558.000000 Penalty: 12147.655273
	Iteration 40F: 3 clusters Score -4581558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4581562.500000 Penalty: 12147.655273
	Iteration 41Q: 3 clusters Score -4581562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4581573.000000 Penalty: 12147.655273
	Iteration 42Q: 3 clusters Score -4581573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4581575.500000 Penalty: 12147.655273
	Iteration 43Q: 3 clusters Score -4581576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4581570.000000 Penalty: 12147.655273
	Iteration 44Q: 3 clusters Score -4581570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4581577.500000 Penalty: 12147.655273
	Iteration 45Q: 3 clusters Score -4581578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4581571.500000 Penalty: 12147.655273
	Iteration 46Q: 3 clusters Score -4581572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -4581575.500000 Penalty: 12147.655273
	Iteration 47Q: 3 clusters Score -4581576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4581588.000000 Penalty: 12147.655273
	Iteration 48Q: 3 clusters Score -4581588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -4581586.500000 Penalty: 12147.655273
	Iteration 49Q: 3 clusters Score -4581586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -4581586.500000 Penalty: 12147.655273
	Iteration 50F: 3 clusters Score -4581586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125045 members 
Entering Unmasked Estep 
Score: -28841856.000000 Penalty: 7188.562988
	Iteration 0F: 2 clusters Score -2.884186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -28760000.000000 Penalty: 14377.125977
	Iteration 0F: 3 clusters Score -2.876e+07 nChanged 57949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -28792092.000000 Penalty: 14377.125977
	Iteration 1F: 3 clusters Score -2.879209e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -28793558.000000 Penalty: 14377.125977
	Iteration 2Q: 3 clusters Score -2.879356e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -28794952.000000 Penalty: 14377.125977
	Iteration 3Q: 3 clusters Score -2.879495e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -28796498.000000 Penalty: 14377.125977
	Iteration 4Q: 3 clusters Score -2.87965e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -28798308.000000 Penalty: 14377.125977
	Iteration 5Q: 3 clusters Score -2.879831e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -28800298.000000 Penalty: 14377.125977
	Iteration 6Q: 3 clusters Score -2.88003e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -28802260.000000 Penalty: 14377.125977
	Iteration 7Q: 3 clusters Score -2.880226e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -28804554.000000 Penalty: 14377.125977
	Iteration 8Q: 3 clusters Score -2.880455e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -28807248.000000 Penalty: 14377.125977
	Iteration 9Q: 3 clusters Score -2.880725e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -28810118.000000 Penalty: 14377.125977
	Iteration 10Q: 3 clusters Score -2.881012e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -28813538.000000 Penalty: 14377.125977
	Iteration 11Q: 3 clusters Score -2.881354e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -28817406.000000 Penalty: 14377.125977
	Iteration 12Q: 3 clusters Score -2.881741e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97044 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -28821474.000000 Penalty: 14377.125977
	Iteration 13Q: 3 clusters Score -2.882147e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -28825302.000000 Penalty: 14377.125977
	Iteration 14Q: 3 clusters Score -2.88253e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105219 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -28828292.000000 Penalty: 14377.125977
	Iteration 15Q: 3 clusters Score -2.882829e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108168 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -28830370.000000 Penalty: 14377.125977
	Iteration 16Q: 3 clusters Score -2.883037e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110510 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -28832182.000000 Penalty: 14377.125977
	Iteration 17Q: 3 clusters Score -2.883218e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112499 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -28833564.000000 Penalty: 14377.125977
	Iteration 18Q: 3 clusters Score -2.883356e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114188 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -28834582.000000 Penalty: 14377.125977
	Iteration 19Q: 3 clusters Score -2.883458e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115617 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -28835412.000000 Penalty: 14377.125977
	Iteration 20F: 3 clusters Score -2.883541e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116854 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -28836010.000000 Penalty: 14377.125977
	Iteration 21Q: 3 clusters Score -2.883601e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117865 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -28836564.000000 Penalty: 14377.125977
	Iteration 22Q: 3 clusters Score -2.883656e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118639 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -28836924.000000 Penalty: 14377.125977
	Iteration 23Q: 3 clusters Score -2.883692e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119208 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -28837196.000000 Penalty: 14377.125977
	Iteration 24Q: 3 clusters Score -2.88372e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119664 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -28837386.000000 Penalty: 14377.125977
	Iteration 25Q: 3 clusters Score -2.883739e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119988 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -28837406.000000 Penalty: 14377.125977
	Iteration 26Q: 3 clusters Score -2.883741e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120221 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -28837578.000000 Penalty: 14377.125977
	Iteration 27Q: 3 clusters Score -2.883758e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120396 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -28837592.000000 Penalty: 14377.125977
	Iteration 28Q: 3 clusters Score -2.883759e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120514 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -28837620.000000 Penalty: 14377.125977
	Iteration 29Q: 3 clusters Score -2.883762e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120597 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -28837648.000000 Penalty: 14377.125977
	Iteration 30Q: 3 clusters Score -2.883765e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120675 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -28837630.000000 Penalty: 14377.125977
	Iteration 31Q: 3 clusters Score -2.883763e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120736 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -28837664.000000 Penalty: 14377.125977
	Iteration 32Q: 3 clusters Score -2.883766e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120797 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -28837686.000000 Penalty: 14377.125977
	Iteration 33Q: 3 clusters Score -2.883769e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120855 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -28837708.000000 Penalty: 14377.125977
	Iteration 34Q: 3 clusters Score -2.883771e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120899 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -28837736.000000 Penalty: 14377.125977
	Iteration 35Q: 3 clusters Score -2.883774e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120933 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -28837750.000000 Penalty: 14377.125977
	Iteration 36Q: 3 clusters Score -2.883775e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120963 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -28837788.000000 Penalty: 14377.125977
	Iteration 37Q: 3 clusters Score -2.883779e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120989 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -28837792.000000 Penalty: 14377.125977
	Iteration 38Q: 3 clusters Score -2.883779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121013 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -28837804.000000 Penalty: 14377.125977
	Iteration 39Q: 3 clusters Score -2.88378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121030 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -28837764.000000 Penalty: 14377.125977
	Iteration 40F: 3 clusters Score -2.883776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121054 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -28837774.000000 Penalty: 14377.125977
	Iteration 41Q: 3 clusters Score -2.883777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121064 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -28837760.000000 Penalty: 14377.125977
	Iteration 42Q: 3 clusters Score -2.883776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -28837756.000000 Penalty: 14377.125977
	Iteration 43Q: 3 clusters Score -2.883776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121076 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -28837758.000000 Penalty: 14377.125977
	Iteration 44Q: 3 clusters Score -2.883776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121085 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -28837742.000000 Penalty: 14377.125977
	Iteration 45Q: 3 clusters Score -2.883774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121091 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -28837754.000000 Penalty: 14377.125977
	Iteration 46Q: 3 clusters Score -2.883775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121097 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -28837754.000000 Penalty: 14377.125977
	Iteration 47Q: 3 clusters Score -2.883775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -28837736.000000 Penalty: 14377.125977
	Iteration 48Q: 3 clusters Score -2.883774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -28837728.000000 Penalty: 14377.125977
	Iteration 49Q: 3 clusters Score -2.883773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -28837742.000000 Penalty: 14377.125977
	Iteration 50Q: 3 clusters Score -2.883774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121113 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -28837738.000000 Penalty: 14377.125977
	Iteration 51Q: 3 clusters Score -2.883774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121118 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -28837732.000000 Penalty: 14377.125977
	Iteration 52Q: 3 clusters Score -2.883773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121123 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -28837720.000000 Penalty: 14377.125977
	Iteration 53Q: 3 clusters Score -2.883772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121127 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -28837722.000000 Penalty: 14377.125977
	Iteration 54Q: 3 clusters Score -2.883772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121129 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -28837722.000000 Penalty: 14377.125977
	Iteration 55Q: 3 clusters Score -2.883772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121134 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -28837742.000000 Penalty: 14377.125977
	Iteration 56Q: 3 clusters Score -2.883774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -28837724.000000 Penalty: 14377.125977
	Iteration 57Q: 3 clusters Score -2.883772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -28837736.000000 Penalty: 14377.125977
	Iteration 58Q: 3 clusters Score -2.883774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -28837738.000000 Penalty: 14377.125977
	Iteration 59Q: 3 clusters Score -2.883774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121146 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -28837736.000000 Penalty: 14377.125977
	Iteration 60F: 3 clusters Score -2.883774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121150 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -28837712.000000 Penalty: 14377.125977
	Iteration 61Q: 3 clusters Score -2.883771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121152 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -28837726.000000 Penalty: 14377.125977
	Iteration 62Q: 3 clusters Score -2.883773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121152 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -28837726.000000 Penalty: 14377.125977
	Iteration 63F: 3 clusters Score -2.883773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -1512825.875000 Penalty: 5381.705078
	Iteration 0F: 2 clusters Score -1512826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1504764.000000 Penalty: 10763.410156
	Iteration 0F: 3 clusters Score -1504764 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1506115.500000 Penalty: 10763.410156
	Iteration 1F: 3 clusters Score -1506116 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1506439.625000 Penalty: 10763.410156
	Iteration 2F: 3 clusters Score -1506440 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1506640.750000 Penalty: 10763.410156
	Iteration 3Q: 3 clusters Score -1506641 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1506765.500000 Penalty: 10763.410156
	Iteration 4Q: 3 clusters Score -1506766 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1506841.625000 Penalty: 10763.410156
	Iteration 5Q: 3 clusters Score -1506842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1506899.000000 Penalty: 10763.410156
	Iteration 6Q: 3 clusters Score -1506899 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1506955.625000 Penalty: 10763.410156
	Iteration 7Q: 3 clusters Score -1506956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1506984.250000 Penalty: 10763.410156
	Iteration 8Q: 3 clusters Score -1506984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1507014.000000 Penalty: 10763.410156
	Iteration 9Q: 3 clusters Score -1507014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1507044.500000 Penalty: 10763.410156
	Iteration 10Q: 3 clusters Score -1507044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1507062.375000 Penalty: 10763.410156
	Iteration 11Q: 3 clusters Score -1507062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1507068.500000 Penalty: 10763.410156
	Iteration 12Q: 3 clusters Score -1507068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1507080.750000 Penalty: 10763.410156
	Iteration 13Q: 3 clusters Score -1507081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1507085.875000 Penalty: 10763.410156
	Iteration 14Q: 3 clusters Score -1507086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1507091.375000 Penalty: 10763.410156
	Iteration 15Q: 3 clusters Score -1507091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1507096.875000 Penalty: 10763.410156
	Iteration 16Q: 3 clusters Score -1507097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1507098.000000 Penalty: 10763.410156
	Iteration 17Q: 3 clusters Score -1507098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1507099.500000 Penalty: 10763.410156
	Iteration 18Q: 3 clusters Score -1507100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1507105.500000 Penalty: 10763.410156
	Iteration 19Q: 3 clusters Score -1507106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1507112.875000 Penalty: 10763.410156
	Iteration 20F: 3 clusters Score -1507113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1507119.500000 Penalty: 10763.410156
	Iteration 21Q: 3 clusters Score -1507120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1507121.625000 Penalty: 10763.410156
	Iteration 22Q: 3 clusters Score -1507122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1507124.125000 Penalty: 10763.410156
	Iteration 23Q: 3 clusters Score -1507124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1507127.250000 Penalty: 10763.410156
	Iteration 24Q: 3 clusters Score -1507127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1507129.125000 Penalty: 10763.410156
	Iteration 25Q: 3 clusters Score -1507129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1507132.000000 Penalty: 10763.410156
	Iteration 26Q: 3 clusters Score -1507132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1507131.375000 Penalty: 10763.410156
	Iteration 27Q: 3 clusters Score -1507131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1507135.625000 Penalty: 10763.410156
	Iteration 28Q: 3 clusters Score -1507136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1507134.375000 Penalty: 10763.410156
	Iteration 29Q: 3 clusters Score -1507134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1507134.375000 Penalty: 10763.410156
	Iteration 30F: 3 clusters Score -1507134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Entering Unmasked Estep 
Score: -3959055.000000 Penalty: 5978.507812
	Iteration 0F: 2 clusters Score -3959055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3944192.250000 Penalty: 11957.015625
	Iteration 0F: 3 clusters Score -3944192 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3947802.500000 Penalty: 11957.015625
	Iteration 1F: 3 clusters Score -3947802 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -3948435.000000 Penalty: 11957.015625
	Iteration 2F: 3 clusters Score -3948435 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3948999.000000 Penalty: 11957.015625
	Iteration 3F: 3 clusters Score -3948999 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3949751.500000 Penalty: 11957.015625
	Iteration 4Q: 3 clusters Score -3949752 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3951028.750000 Penalty: 11957.015625
	Iteration 5F: 3 clusters Score -3951029 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3952985.500000 Penalty: 11957.015625
	Iteration 6F: 3 clusters Score -3952986 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3954508.000000 Penalty: 11957.015625
	Iteration 7F: 3 clusters Score -3954508 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3955545.000000 Penalty: 11957.015625
	Iteration 8F: 3 clusters Score -3955545 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3956317.500000 Penalty: 11957.015625
	Iteration 9F: 3 clusters Score -3956318 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3956835.000000 Penalty: 11957.015625
	Iteration 10Q: 3 clusters Score -3956835 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3957210.750000 Penalty: 11957.015625
	Iteration 11Q: 3 clusters Score -3957211 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3957426.250000 Penalty: 11957.015625
	Iteration 12Q: 3 clusters Score -3957426 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3957585.250000 Penalty: 11957.015625
	Iteration 13Q: 3 clusters Score -3957585 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3957689.000000 Penalty: 11957.015625
	Iteration 14Q: 3 clusters Score -3957689 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3957740.750000 Penalty: 11957.015625
	Iteration 15Q: 3 clusters Score -3957741 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3957778.500000 Penalty: 11957.015625
	Iteration 16Q: 3 clusters Score -3957778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3957823.500000 Penalty: 11957.015625
	Iteration 17Q: 3 clusters Score -3957824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3957849.250000 Penalty: 11957.015625
	Iteration 18Q: 3 clusters Score -3957849 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3957862.000000 Penalty: 11957.015625
	Iteration 19Q: 3 clusters Score -3957862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3957888.500000 Penalty: 11957.015625
	Iteration 20F: 3 clusters Score -3957888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3957914.500000 Penalty: 11957.015625
	Iteration 21Q: 3 clusters Score -3957914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3957944.250000 Penalty: 11957.015625
	Iteration 22Q: 3 clusters Score -3957944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3957951.250000 Penalty: 11957.015625
	Iteration 23Q: 3 clusters Score -3957951 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3957981.750000 Penalty: 11957.015625
	Iteration 24Q: 3 clusters Score -3957982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3957993.250000 Penalty: 11957.015625
	Iteration 25Q: 3 clusters Score -3957993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3958001.250000 Penalty: 11957.015625
	Iteration 26Q: 3 clusters Score -3958001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3958008.500000 Penalty: 11957.015625
	Iteration 27Q: 3 clusters Score -3958008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3958017.000000 Penalty: 11957.015625
	Iteration 28Q: 3 clusters Score -3958017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3958020.500000 Penalty: 11957.015625
	Iteration 29Q: 3 clusters Score -3958020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3958029.750000 Penalty: 11957.015625
	Iteration 30Q: 3 clusters Score -3958030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3958038.750000 Penalty: 11957.015625
	Iteration 31Q: 3 clusters Score -3958039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3958054.750000 Penalty: 11957.015625
	Iteration 32Q: 3 clusters Score -3958055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3958058.000000 Penalty: 11957.015625
	Iteration 33Q: 3 clusters Score -3958058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3958075.250000 Penalty: 11957.015625
	Iteration 34Q: 3 clusters Score -3958075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3958069.000000 Penalty: 11957.015625
	Iteration 35Q: 3 clusters Score -3958069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3958076.250000 Penalty: 11957.015625
	Iteration 36Q: 3 clusters Score -3958076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3958069.250000 Penalty: 11957.015625
	Iteration 37Q: 3 clusters Score -3958069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3958074.250000 Penalty: 11957.015625
	Iteration 38Q: 3 clusters Score -3958074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3958077.250000 Penalty: 11957.015625
	Iteration 39Q: 3 clusters Score -3958077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3958080.500000 Penalty: 11957.015625
	Iteration 40F: 3 clusters Score -3958080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3958086.750000 Penalty: 11957.015625
	Iteration 41Q: 3 clusters Score -3958087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3958088.750000 Penalty: 11957.015625
	Iteration 42Q: 3 clusters Score -3958089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3958086.000000 Penalty: 11957.015625
	Iteration 43Q: 3 clusters Score -3958086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3958090.000000 Penalty: 11957.015625
	Iteration 44Q: 3 clusters Score -3958090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3958088.250000 Penalty: 11957.015625
	Iteration 45Q: 3 clusters Score -3958088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3958090.500000 Penalty: 11957.015625
	Iteration 46Q: 3 clusters Score -3958090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3958098.000000 Penalty: 11957.015625
	Iteration 47Q: 3 clusters Score -3958098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3958109.500000 Penalty: 11957.015625
	Iteration 48Q: 3 clusters Score -3958110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3958115.000000 Penalty: 11957.015625
	Iteration 49Q: 3 clusters Score -3958115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3958112.000000 Penalty: 11957.015625
	Iteration 50Q: 3 clusters Score -3958112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3958114.250000 Penalty: 11957.015625
	Iteration 51Q: 3 clusters Score -3958114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3958121.250000 Penalty: 11957.015625
	Iteration 52Q: 3 clusters Score -3958121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3958113.500000 Penalty: 11957.015625
	Iteration 53Q: 3 clusters Score -3958114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3958116.750000 Penalty: 11957.015625
	Iteration 54Q: 3 clusters Score -3958117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3958131.250000 Penalty: 11957.015625
	Iteration 55Q: 3 clusters Score -3958131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3958129.250000 Penalty: 11957.015625
	Iteration 56Q: 3 clusters Score -3958129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3958141.000000 Penalty: 11957.015625
	Iteration 57Q: 3 clusters Score -3958141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3958144.500000 Penalty: 11957.015625
	Iteration 58Q: 3 clusters Score -3958144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3958154.250000 Penalty: 11957.015625
	Iteration 59Q: 3 clusters Score -3958154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3958166.000000 Penalty: 11957.015625
	Iteration 60F: 3 clusters Score -3958166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3958166.250000 Penalty: 11957.015625
	Iteration 61Q: 3 clusters Score -3958166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3958164.500000 Penalty: 11957.015625
	Iteration 62Q: 3 clusters Score -3958164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3958177.500000 Penalty: 11957.015625
	Iteration 63Q: 3 clusters Score -3958178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3958189.500000 Penalty: 11957.015625
	Iteration 64Q: 3 clusters Score -3958190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3958195.750000 Penalty: 11957.015625
	Iteration 65Q: 3 clusters Score -3958196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3958201.250000 Penalty: 11957.015625
	Iteration 66Q: 3 clusters Score -3958201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3958217.500000 Penalty: 11957.015625
	Iteration 67Q: 3 clusters Score -3958218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3958220.000000 Penalty: 11957.015625
	Iteration 68Q: 3 clusters Score -3958220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3958234.250000 Penalty: 11957.015625
	Iteration 69Q: 3 clusters Score -3958234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3958260.500000 Penalty: 11957.015625
	Iteration 70Q: 3 clusters Score -3958260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3958282.750000 Penalty: 11957.015625
	Iteration 71Q: 3 clusters Score -3958283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3958387.000000 Penalty: 11957.015625
	Iteration 72Q: 3 clusters Score -3958387 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3958678.250000 Penalty: 11957.015625
	Iteration 73Q: 3 clusters Score -3958678 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3958781.250000 Penalty: 11957.015625
	Iteration 74Q: 3 clusters Score -3958781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3958814.500000 Penalty: 11957.015625
	Iteration 75Q: 3 clusters Score -3958814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3958811.500000 Penalty: 11957.015625
	Iteration 76Q: 3 clusters Score -3958812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3958809.500000 Penalty: 11957.015625
	Iteration 77Q: 3 clusters Score -3958810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3958814.500000 Penalty: 11957.015625
	Iteration 78Q: 3 clusters Score -3958814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3958818.000000 Penalty: 11957.015625
	Iteration 79Q: 3 clusters Score -3958818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3958819.750000 Penalty: 11957.015625
	Iteration 80F: 3 clusters Score -3958820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3958820.500000 Penalty: 11957.015625
	Iteration 81Q: 3 clusters Score -3958820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3958821.750000 Penalty: 11957.015625
	Iteration 82Q: 3 clusters Score -3958822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3958824.250000 Penalty: 11957.015625
	Iteration 83Q: 3 clusters Score -3958824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3958824.250000 Penalty: 11957.015625
	Iteration 84F: 3 clusters Score -3958824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Entering Unmasked Estep 
Score: -4506994.500000 Penalty: 6073.283203
	Iteration 0F: 2 clusters Score -4506994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -4490343.500000 Penalty: 12146.566406
	Iteration 0F: 3 clusters Score -4490344 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4494734.500000 Penalty: 12146.566406
	Iteration 1F: 3 clusters Score -4494734 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4495474.500000 Penalty: 12146.566406
	Iteration 2F: 3 clusters Score -4495474 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4496157.000000 Penalty: 12146.566406
	Iteration 3F: 3 clusters Score -4496157 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -4496983.500000 Penalty: 12146.566406
	Iteration 4F: 3 clusters Score -4496984 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -4498037.000000 Penalty: 12146.566406
	Iteration 5F: 3 clusters Score -4498037 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4499185.000000 Penalty: 12146.566406
	Iteration 6F: 3 clusters Score -4499185 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4500290.500000 Penalty: 12146.566406
	Iteration 7F: 3 clusters Score -4500290 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -4501209.000000 Penalty: 12146.566406
	Iteration 8F: 3 clusters Score -4501209 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -4502003.000000 Penalty: 12146.566406
	Iteration 9F: 3 clusters Score -4502003 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4502600.500000 Penalty: 12146.566406
	Iteration 10Q: 3 clusters Score -4502600 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -4503079.000000 Penalty: 12146.566406
	Iteration 11Q: 3 clusters Score -4503079 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -4503508.500000 Penalty: 12146.566406
	Iteration 12Q: 3 clusters Score -4503508 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4503902.000000 Penalty: 12146.566406
	Iteration 13Q: 3 clusters Score -4503902 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4504369.500000 Penalty: 12146.566406
	Iteration 14Q: 3 clusters Score -4504370 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4504812.000000 Penalty: 12146.566406
	Iteration 15Q: 3 clusters Score -4504812 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -4505171.500000 Penalty: 12146.566406
	Iteration 16Q: 3 clusters Score -4505172 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4505454.500000 Penalty: 12146.566406
	Iteration 17Q: 3 clusters Score -4505454 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -4505660.500000 Penalty: 12146.566406
	Iteration 18Q: 3 clusters Score -4505660 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -4505764.500000 Penalty: 12146.566406
	Iteration 19Q: 3 clusters Score -4505764 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -4505856.000000 Penalty: 12146.566406
	Iteration 20F: 3 clusters Score -4505856 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4505901.000000 Penalty: 12146.566406
	Iteration 21Q: 3 clusters Score -4505901 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4505971.000000 Penalty: 12146.566406
	Iteration 22Q: 3 clusters Score -4505971 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4505999.000000 Penalty: 12146.566406
	Iteration 23Q: 3 clusters Score -4505999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4506021.000000 Penalty: 12146.566406
	Iteration 24Q: 3 clusters Score -4506021 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4506050.000000 Penalty: 12146.566406
	Iteration 25Q: 3 clusters Score -4506050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -4506063.000000 Penalty: 12146.566406
	Iteration 26Q: 3 clusters Score -4506063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4506071.500000 Penalty: 12146.566406
	Iteration 27Q: 3 clusters Score -4506072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4506079.500000 Penalty: 12146.566406
	Iteration 28Q: 3 clusters Score -4506080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -4506098.000000 Penalty: 12146.566406
	Iteration 29Q: 3 clusters Score -4506098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4506116.000000 Penalty: 12146.566406
	Iteration 30Q: 3 clusters Score -4506116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4506113.500000 Penalty: 12146.566406
	Iteration 31Q: 3 clusters Score -4506114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -4506119.500000 Penalty: 12146.566406
	Iteration 32Q: 3 clusters Score -4506120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -4506136.000000 Penalty: 12146.566406
	Iteration 33Q: 3 clusters Score -4506136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4506130.500000 Penalty: 12146.566406
	Iteration 34Q: 3 clusters Score -4506130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4506134.000000 Penalty: 12146.566406
	Iteration 35Q: 3 clusters Score -4506134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -4506135.500000 Penalty: 12146.566406
	Iteration 36Q: 3 clusters Score -4506136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4506131.000000 Penalty: 12146.566406
	Iteration 37Q: 3 clusters Score -4506131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4506139.000000 Penalty: 12146.566406
	Iteration 38Q: 3 clusters Score -4506139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -4506139.500000 Penalty: 12146.566406
	Iteration 39Q: 3 clusters Score -4506140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -4506145.000000 Penalty: 12146.566406
	Iteration 40F: 3 clusters Score -4506145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4506147.500000 Penalty: 12146.566406
	Iteration 41Q: 3 clusters Score -4506148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -4506141.500000 Penalty: 12146.566406
	Iteration 42Q: 3 clusters Score -4506142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -4506143.500000 Penalty: 12146.566406
	Iteration 43Q: 3 clusters Score -4506144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -4506150.000000 Penalty: 12146.566406
	Iteration 44Q: 3 clusters Score -4506150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -4506146.500000 Penalty: 12146.566406
	Iteration 45Q: 3 clusters Score -4506146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -4506155.500000 Penalty: 12146.566406
	Iteration 46Q: 3 clusters Score -4506156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4506153.000000 Penalty: 12146.566406
	Iteration 47Q: 3 clusters Score -4506153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -4506154.500000 Penalty: 12146.566406
	Iteration 48Q: 3 clusters Score -4506154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4506155.500000 Penalty: 12146.566406
	Iteration 49Q: 3 clusters Score -4506156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4506155.500000 Penalty: 12146.566406
	Iteration 50F: 3 clusters Score -4506156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -251929.890625 Penalty: 4327.165039
	Iteration 0F: 2 clusters Score -251929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -247806.828125 Penalty: 8654.330078
	Iteration 0F: 3 clusters Score -247806.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -248271.593750 Penalty: 8654.330078
	Iteration 1F: 3 clusters Score -248271.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -248424.156250 Penalty: 8654.330078
	Iteration 2Q: 3 clusters Score -248424.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -248506.218750 Penalty: 8654.330078
	Iteration 3Q: 3 clusters Score -248506.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -248553.000000 Penalty: 8654.330078
	Iteration 4Q: 3 clusters Score -248553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -248602.312500 Penalty: 8654.330078
	Iteration 5Q: 3 clusters Score -248602.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -248624.000000 Penalty: 8654.330078
	Iteration 6Q: 3 clusters Score -248624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -248649.765625 Penalty: 8654.330078
	Iteration 7Q: 3 clusters Score -248649.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -248667.562500 Penalty: 8654.330078
	Iteration 8Q: 3 clusters Score -248667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -248677.421875 Penalty: 8654.330078
	Iteration 9Q: 3 clusters Score -248677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -248689.015625 Penalty: 8654.330078
	Iteration 10Q: 3 clusters Score -248689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -248695.218750 Penalty: 8654.330078
	Iteration 11Q: 3 clusters Score -248695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -248697.578125 Penalty: 8654.330078
	Iteration 12Q: 3 clusters Score -248697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -248705.156250 Penalty: 8654.330078
	Iteration 13Q: 3 clusters Score -248705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -248715.265625 Penalty: 8654.330078
	Iteration 14Q: 3 clusters Score -248715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -248727.203125 Penalty: 8654.330078
	Iteration 15Q: 3 clusters Score -248727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -248736.890625 Penalty: 8654.330078
	Iteration 16Q: 3 clusters Score -248736.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -248748.281250 Penalty: 8654.330078
	Iteration 17Q: 3 clusters Score -248748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -248753.156250 Penalty: 8654.330078
	Iteration 18Q: 3 clusters Score -248753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -248760.312500 Penalty: 8654.330078
	Iteration 19Q: 3 clusters Score -248760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -248772.250000 Penalty: 8654.330078
	Iteration 20F: 3 clusters Score -248772.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -248789.437500 Penalty: 8654.330078
	Iteration 21Q: 3 clusters Score -248789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -248811.343750 Penalty: 8654.330078
	Iteration 22Q: 3 clusters Score -248811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -248818.578125 Penalty: 8654.330078
	Iteration 23Q: 3 clusters Score -248818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -248821.421875 Penalty: 8654.330078
	Iteration 24Q: 3 clusters Score -248821.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -248824.734375 Penalty: 8654.330078
	Iteration 25Q: 3 clusters Score -248824.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -248834.359375 Penalty: 8654.330078
	Iteration 26Q: 3 clusters Score -248834.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -248835.515625 Penalty: 8654.330078
	Iteration 27Q: 3 clusters Score -248835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -248837.140625 Penalty: 8654.330078
	Iteration 28Q: 3 clusters Score -248837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -248837.140625 Penalty: 8654.330078
	Iteration 29F: 3 clusters Score -248837.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Entering Unmasked Estep 
Score: -14655790.000000 Penalty: 6779.128906
	Iteration 0F: 2 clusters Score -1.465579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -14610941.000000 Penalty: 13558.257812
	Iteration 0F: 3 clusters Score -1.461094e+07 nChanged 28642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -14625904.000000 Penalty: 13558.257812
	Iteration 1F: 3 clusters Score -1.46259e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -14626869.000000 Penalty: 13558.257812
	Iteration 2Q: 3 clusters Score -1.462687e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -14627563.000000 Penalty: 13558.257812
	Iteration 3Q: 3 clusters Score -1.462756e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -14628320.000000 Penalty: 13558.257812
	Iteration 4Q: 3 clusters Score -1.462832e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -14628941.000000 Penalty: 13558.257812
	Iteration 5Q: 3 clusters Score -1.462894e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -14629544.000000 Penalty: 13558.257812
	Iteration 6Q: 3 clusters Score -1.462954e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -14630284.000000 Penalty: 13558.257812
	Iteration 7Q: 3 clusters Score -1.463028e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -14631447.000000 Penalty: 13558.257812
	Iteration 8Q: 3 clusters Score -1.463145e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -14632953.000000 Penalty: 13558.257812
	Iteration 9Q: 3 clusters Score -1.463295e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -14634691.000000 Penalty: 13558.257812
	Iteration 10F: 3 clusters Score -1.463469e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -14636951.000000 Penalty: 13558.257812
	Iteration 11F: 3 clusters Score -1.463695e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -14639462.000000 Penalty: 13558.257812
	Iteration 12F: 3 clusters Score -1.463946e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -14641897.000000 Penalty: 13558.257812
	Iteration 13F: 3 clusters Score -1.46419e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -14644159.000000 Penalty: 13558.257812
	Iteration 14Q: 3 clusters Score -1.464416e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -14646123.000000 Penalty: 13558.257812
	Iteration 15Q: 3 clusters Score -1.464612e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -14647502.000000 Penalty: 13558.257812
	Iteration 16Q: 3 clusters Score -1.46475e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -14648400.000000 Penalty: 13558.257812
	Iteration 17Q: 3 clusters Score -1.46484e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -14648917.000000 Penalty: 13558.257812
	Iteration 18Q: 3 clusters Score -1.464892e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -14649206.000000 Penalty: 13558.257812
	Iteration 19Q: 3 clusters Score -1.464921e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -14649402.000000 Penalty: 13558.257812
	Iteration 20F: 3 clusters Score -1.46494e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -14649541.000000 Penalty: 13558.257812
	Iteration 21Q: 3 clusters Score -1.464954e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -14649623.000000 Penalty: 13558.257812
	Iteration 22Q: 3 clusters Score -1.464962e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14649656.000000 Penalty: 13558.257812
	Iteration 23Q: 3 clusters Score -1.464966e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -14649720.000000 Penalty: 13558.257812
	Iteration 24Q: 3 clusters Score -1.464972e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -14649742.000000 Penalty: 13558.257812
	Iteration 25Q: 3 clusters Score -1.464974e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -14649774.000000 Penalty: 13558.257812
	Iteration 26Q: 3 clusters Score -1.464977e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63246 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -14649845.000000 Penalty: 13558.257812
	Iteration 27Q: 3 clusters Score -1.464984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -14649874.000000 Penalty: 13558.257812
	Iteration 28Q: 3 clusters Score -1.464987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14649877.000000 Penalty: 13558.257812
	Iteration 29Q: 3 clusters Score -1.464988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -14649896.000000 Penalty: 13558.257812
	Iteration 30Q: 3 clusters Score -1.46499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -14649896.000000 Penalty: 13558.257812
	Iteration 31Q: 3 clusters Score -1.46499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14649924.000000 Penalty: 13558.257812
	Iteration 32Q: 3 clusters Score -1.464992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -14649927.000000 Penalty: 13558.257812
	Iteration 33Q: 3 clusters Score -1.464993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14649924.000000 Penalty: 13558.257812
	Iteration 34Q: 3 clusters Score -1.464992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14649921.000000 Penalty: 13558.257812
	Iteration 35Q: 3 clusters Score -1.464992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14649936.000000 Penalty: 13558.257812
	Iteration 36Q: 3 clusters Score -1.464994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14649936.000000 Penalty: 13558.257812
	Iteration 37F: 3 clusters Score -1.464994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (115689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115689 members 
Entering Unmasked Estep 
Score: -26298202.000000 Penalty: 7140.929688
	Iteration 0F: 2 clusters Score -2.62982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -26219460.000000 Penalty: 14281.859375
	Iteration 0F: 3 clusters Score -2.621946e+07 nChanged 53387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -26248656.000000 Penalty: 14281.859375
	Iteration 1F: 3 clusters Score -2.624866e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -26249772.000000 Penalty: 14281.859375
	Iteration 2Q: 3 clusters Score -2.624977e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -26250774.000000 Penalty: 14281.859375
	Iteration 3Q: 3 clusters Score -2.625077e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -26251706.000000 Penalty: 14281.859375
	Iteration 4Q: 3 clusters Score -2.625171e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -26252450.000000 Penalty: 14281.859375
	Iteration 5Q: 3 clusters Score -2.625245e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -26253308.000000 Penalty: 14281.859375
	Iteration 6Q: 3 clusters Score -2.625331e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -26254090.000000 Penalty: 14281.859375
	Iteration 7Q: 3 clusters Score -2.625409e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -26254910.000000 Penalty: 14281.859375
	Iteration 8Q: 3 clusters Score -2.625491e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -26255910.000000 Penalty: 14281.859375
	Iteration 9Q: 3 clusters Score -2.625591e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -26257018.000000 Penalty: 14281.859375
	Iteration 10Q: 3 clusters Score -2.625702e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -26258590.000000 Penalty: 14281.859375
	Iteration 11Q: 3 clusters Score -2.625859e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -26260746.000000 Penalty: 14281.859375
	Iteration 12Q: 3 clusters Score -2.626075e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 78478 members 
Entering Unmasked Estep 
Score: -26263308.000000 Penalty: 14281.859375
	Iteration 13Q: 3 clusters Score -2.626331e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -26266846.000000 Penalty: 14281.859375
	Iteration 14F: 3 clusters Score -2.626685e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -26271490.000000 Penalty: 14281.859375
	Iteration 15F: 3 clusters Score -2.627149e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -26276936.000000 Penalty: 14281.859375
	Iteration 16F: 3 clusters Score -2.627694e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -26282180.000000 Penalty: 14281.859375
	Iteration 17F: 3 clusters Score -2.628218e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 109164 members 
Entering Unmasked Estep 
Score: -26286414.000000 Penalty: 14281.859375
	Iteration 18Q: 3 clusters Score -2.628641e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -26289184.000000 Penalty: 14281.859375
	Iteration 19Q: 3 clusters Score -2.628918e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -26290466.000000 Penalty: 14281.859375
	Iteration 20F: 3 clusters Score -2.629047e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 114470 members 
Entering Unmasked Estep 
Score: -26291112.000000 Penalty: 14281.859375
	Iteration 21Q: 3 clusters Score -2.629111e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 114748 members 
Entering Unmasked Estep 
Score: -26291442.000000 Penalty: 14281.859375
	Iteration 22Q: 3 clusters Score -2.629144e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 114861 members 
Entering Unmasked Estep 
Score: -26291542.000000 Penalty: 14281.859375
	Iteration 23Q: 3 clusters Score -2.629154e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 114925 members 
Entering Unmasked Estep 
Score: -26291612.000000 Penalty: 14281.859375
	Iteration 24Q: 3 clusters Score -2.629161e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 114955 members 
Entering Unmasked Estep 
Score: -26291632.000000 Penalty: 14281.859375
	Iteration 25Q: 3 clusters Score -2.629163e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
Score: -26291684.000000 Penalty: 14281.859375
	Iteration 26Q: 3 clusters Score -2.629168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 114983 members 
Entering Unmasked Estep 
Score: -26291716.000000 Penalty: 14281.859375
	Iteration 27Q: 3 clusters Score -2.629172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 114989 members 
Entering Unmasked Estep 
Score: -26291720.000000 Penalty: 14281.859375
	Iteration 28Q: 3 clusters Score -2.629172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 114993 members 
Entering Unmasked Estep 
Score: -26291748.000000 Penalty: 14281.859375
	Iteration 29Q: 3 clusters Score -2.629175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 114998 members 
Entering Unmasked Estep 
Score: -26291738.000000 Penalty: 14281.859375
	Iteration 30Q: 3 clusters Score -2.629174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 115002 members 
Entering Unmasked Estep 
Score: -26291730.000000 Penalty: 14281.859375
	Iteration 31Q: 3 clusters Score -2.629173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 115003 members 
Entering Unmasked Estep 
Score: -26291740.000000 Penalty: 14281.859375
	Iteration 32Q: 3 clusters Score -2.629174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 115003 members 
Entering Unmasked Estep 
Score: -26291740.000000 Penalty: 14281.859375
	Iteration 33F: 3 clusters Score -2.629174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Entering Unmasked Estep 
Score: -3982132.250000 Penalty: 5978.860352
	Iteration 0F: 2 clusters Score -3982132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3967275.750000 Penalty: 11957.720703
	Iteration 0F: 3 clusters Score -3967276 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3971017.500000 Penalty: 11957.720703
	Iteration 1F: 3 clusters Score -3971018 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3971541.000000 Penalty: 11957.720703
	Iteration 2F: 3 clusters Score -3971541 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3971873.500000 Penalty: 11957.720703
	Iteration 3Q: 3 clusters Score -3971874 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3972138.000000 Penalty: 11957.720703
	Iteration 4Q: 3 clusters Score -3972138 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3972343.000000 Penalty: 11957.720703
	Iteration 5Q: 3 clusters Score -3972343 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3972491.750000 Penalty: 11957.720703
	Iteration 6Q: 3 clusters Score -3972492 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3972616.500000 Penalty: 11957.720703
	Iteration 7Q: 3 clusters Score -3972616 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3972731.000000 Penalty: 11957.720703
	Iteration 8Q: 3 clusters Score -3972731 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3972837.750000 Penalty: 11957.720703
	Iteration 9Q: 3 clusters Score -3972838 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3972945.250000 Penalty: 11957.720703
	Iteration 10Q: 3 clusters Score -3972945 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3973040.500000 Penalty: 11957.720703
	Iteration 11Q: 3 clusters Score -3973040 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3973181.000000 Penalty: 11957.720703
	Iteration 12Q: 3 clusters Score -3973181 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3973300.500000 Penalty: 11957.720703
	Iteration 13Q: 3 clusters Score -3973300 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3973415.750000 Penalty: 11957.720703
	Iteration 14Q: 3 clusters Score -3973416 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3973528.750000 Penalty: 11957.720703
	Iteration 15Q: 3 clusters Score -3973529 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3973665.750000 Penalty: 11957.720703
	Iteration 16Q: 3 clusters Score -3973666 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3973820.250000 Penalty: 11957.720703
	Iteration 17Q: 3 clusters Score -3973820 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3974001.500000 Penalty: 11957.720703
	Iteration 18Q: 3 clusters Score -3974002 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3974190.250000 Penalty: 11957.720703
	Iteration 19Q: 3 clusters Score -3974190 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3974430.000000 Penalty: 11957.720703
	Iteration 20F: 3 clusters Score -3974430 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3974658.000000 Penalty: 11957.720703
	Iteration 21Q: 3 clusters Score -3974658 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3974901.750000 Penalty: 11957.720703
	Iteration 22Q: 3 clusters Score -3974902 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3975112.000000 Penalty: 11957.720703
	Iteration 23Q: 3 clusters Score -3975112 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3975321.000000 Penalty: 11957.720703
	Iteration 24Q: 3 clusters Score -3975321 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3975501.000000 Penalty: 11957.720703
	Iteration 25Q: 3 clusters Score -3975501 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3975669.500000 Penalty: 11957.720703
	Iteration 26Q: 3 clusters Score -3975670 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3975831.250000 Penalty: 11957.720703
	Iteration 27Q: 3 clusters Score -3975831 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3975973.250000 Penalty: 11957.720703
	Iteration 28Q: 3 clusters Score -3975973 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3976111.500000 Penalty: 11957.720703
	Iteration 29Q: 3 clusters Score -3976112 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3976226.750000 Penalty: 11957.720703
	Iteration 30Q: 3 clusters Score -3976227 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3976342.250000 Penalty: 11957.720703
	Iteration 31Q: 3 clusters Score -3976342 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3976440.750000 Penalty: 11957.720703
	Iteration 32Q: 3 clusters Score -3976441 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3976508.500000 Penalty: 11957.720703
	Iteration 33Q: 3 clusters Score -3976508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3976548.500000 Penalty: 11957.720703
	Iteration 34Q: 3 clusters Score -3976548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3976573.500000 Penalty: 11957.720703
	Iteration 35Q: 3 clusters Score -3976574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3976599.750000 Penalty: 11957.720703
	Iteration 36Q: 3 clusters Score -3976600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3976654.500000 Penalty: 11957.720703
	Iteration 37Q: 3 clusters Score -3976654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3976690.500000 Penalty: 11957.720703
	Iteration 38Q: 3 clusters Score -3976690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3976724.250000 Penalty: 11957.720703
	Iteration 39Q: 3 clusters Score -3976724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3976751.000000 Penalty: 11957.720703
	Iteration 40F: 3 clusters Score -3976751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3976779.250000 Penalty: 11957.720703
	Iteration 41Q: 3 clusters Score -3976779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3976800.500000 Penalty: 11957.720703
	Iteration 42Q: 3 clusters Score -3976800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3976819.500000 Penalty: 11957.720703
	Iteration 43Q: 3 clusters Score -3976820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3976840.750000 Penalty: 11957.720703
	Iteration 44Q: 3 clusters Score -3976841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3976851.500000 Penalty: 11957.720703
	Iteration 45Q: 3 clusters Score -3976852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3976859.000000 Penalty: 11957.720703
	Iteration 46Q: 3 clusters Score -3976859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3976860.500000 Penalty: 11957.720703
	Iteration 47Q: 3 clusters Score -3976860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3976870.500000 Penalty: 11957.720703
	Iteration 48Q: 3 clusters Score -3976870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3976874.000000 Penalty: 11957.720703
	Iteration 49Q: 3 clusters Score -3976874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3976879.250000 Penalty: 11957.720703
	Iteration 50Q: 3 clusters Score -3976879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3976882.000000 Penalty: 11957.720703
	Iteration 51Q: 3 clusters Score -3976882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3976892.250000 Penalty: 11957.720703
	Iteration 52Q: 3 clusters Score -3976892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3976899.000000 Penalty: 11957.720703
	Iteration 53Q: 3 clusters Score -3976899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3976910.250000 Penalty: 11957.720703
	Iteration 54Q: 3 clusters Score -3976910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3976906.000000 Penalty: 11957.720703
	Iteration 55Q: 3 clusters Score -3976906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3976916.000000 Penalty: 11957.720703
	Iteration 56Q: 3 clusters Score -3976916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3976925.250000 Penalty: 11957.720703
	Iteration 57Q: 3 clusters Score -3976925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3976927.250000 Penalty: 11957.720703
	Iteration 58Q: 3 clusters Score -3976927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3976930.750000 Penalty: 11957.720703
	Iteration 59Q: 3 clusters Score -3976931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3976929.750000 Penalty: 11957.720703
	Iteration 60F: 3 clusters Score -3976930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3976933.750000 Penalty: 11957.720703
	Iteration 61Q: 3 clusters Score -3976934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3976934.250000 Penalty: 11957.720703
	Iteration 62Q: 3 clusters Score -3976934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3976934.250000 Penalty: 11957.720703
	Iteration 63F: 3 clusters Score -3976934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (54773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Entering Unmasked Estep 
Score: -12429527.000000 Penalty: 6682.958496
	Iteration 0F: 2 clusters Score -1.242953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -12390864.000000 Penalty: 13365.916992
	Iteration 0F: 3 clusters Score -1.239086e+07 nChanged 24197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -12403463.000000 Penalty: 13365.916992
	Iteration 1F: 3 clusters Score -1.240346e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -12404380.000000 Penalty: 13365.916992
	Iteration 2Q: 3 clusters Score -1.240438e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -12405143.000000 Penalty: 13365.916992
	Iteration 3Q: 3 clusters Score -1.240514e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -12405878.000000 Penalty: 13365.916992
	Iteration 4Q: 3 clusters Score -1.240588e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -12406609.000000 Penalty: 13365.916992
	Iteration 5Q: 3 clusters Score -1.240661e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -12407500.000000 Penalty: 13365.916992
	Iteration 6Q: 3 clusters Score -1.24075e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -12408631.000000 Penalty: 13365.916992
	Iteration 7Q: 3 clusters Score -1.240863e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -12409966.000000 Penalty: 13365.916992
	Iteration 8Q: 3 clusters Score -1.240997e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -12411883.000000 Penalty: 13365.916992
	Iteration 9F: 3 clusters Score -1.241188e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -12414264.000000 Penalty: 13365.916992
	Iteration 10F: 3 clusters Score -1.241426e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -12417041.000000 Penalty: 13365.916992
	Iteration 11F: 3 clusters Score -1.241704e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -12419437.000000 Penalty: 13365.916992
	Iteration 12F: 3 clusters Score -1.241944e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -12421142.000000 Penalty: 13365.916992
	Iteration 13Q: 3 clusters Score -1.242114e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -12422152.000000 Penalty: 13365.916992
	Iteration 14Q: 3 clusters Score -1.242215e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12422809.000000 Penalty: 13365.916992
	Iteration 15Q: 3 clusters Score -1.242281e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -12423116.000000 Penalty: 13365.916992
	Iteration 16Q: 3 clusters Score -1.242312e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12423284.000000 Penalty: 13365.916992
	Iteration 17Q: 3 clusters Score -1.242328e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12423389.000000 Penalty: 13365.916992
	Iteration 18Q: 3 clusters Score -1.242339e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12423473.000000 Penalty: 13365.916992
	Iteration 19Q: 3 clusters Score -1.242347e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -12423509.000000 Penalty: 13365.916992
	Iteration 20F: 3 clusters Score -1.242351e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12423561.000000 Penalty: 13365.916992
	Iteration 21Q: 3 clusters Score -1.242356e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -12423575.000000 Penalty: 13365.916992
	Iteration 22Q: 3 clusters Score -1.242358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12423587.000000 Penalty: 13365.916992
	Iteration 23Q: 3 clusters Score -1.242359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -12423601.000000 Penalty: 13365.916992
	Iteration 24Q: 3 clusters Score -1.24236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12423612.000000 Penalty: 13365.916992
	Iteration 25Q: 3 clusters Score -1.242361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12423611.000000 Penalty: 13365.916992
	Iteration 26Q: 3 clusters Score -1.242361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12423617.000000 Penalty: 13365.916992
	Iteration 27Q: 3 clusters Score -1.242362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -12423625.000000 Penalty: 13365.916992
	Iteration 28Q: 3 clusters Score -1.242362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12423632.000000 Penalty: 13365.916992
	Iteration 29Q: 3 clusters Score -1.242363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12423632.000000 Penalty: 13365.916992
	Iteration 30Q: 3 clusters Score -1.242363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12423643.000000 Penalty: 13365.916992
	Iteration 31Q: 3 clusters Score -1.242364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -12423644.000000 Penalty: 13365.916992
	Iteration 32Q: 3 clusters Score -1.242364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12423658.000000 Penalty: 13365.916992
	Iteration 33Q: 3 clusters Score -1.242366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -12423665.000000 Penalty: 13365.916992
	Iteration 34Q: 3 clusters Score -1.242366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -12423670.000000 Penalty: 13365.916992
	Iteration 35Q: 3 clusters Score -1.242367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -12423665.000000 Penalty: 13365.916992
	Iteration 36Q: 3 clusters Score -1.242366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12423669.000000 Penalty: 13365.916992
	Iteration 37Q: 3 clusters Score -1.242367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12423667.000000 Penalty: 13365.916992
	Iteration 38Q: 3 clusters Score -1.242367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12423667.000000 Penalty: 13365.916992
	Iteration 39Q: 3 clusters Score -1.242367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12423667.000000 Penalty: 13365.916992
	Iteration 40F: 3 clusters Score -1.242367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Entering Unmasked Estep 
Score: -4058247.750000 Penalty: 5989.846191
	Iteration 0F: 2 clusters Score -4058248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -4043250.000000 Penalty: 11979.692383
	Iteration 0F: 3 clusters Score -4043250 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -4046992.250000 Penalty: 11979.692383
	Iteration 1F: 3 clusters Score -4046992 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -4047580.750000 Penalty: 11979.692383
	Iteration 2F: 3 clusters Score -4047581 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -4047935.250000 Penalty: 11979.692383
	Iteration 3Q: 3 clusters Score -4047935 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -4048160.750000 Penalty: 11979.692383
	Iteration 4Q: 3 clusters Score -4048161 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -4048319.000000 Penalty: 11979.692383
	Iteration 5Q: 3 clusters Score -4048319 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4048440.750000 Penalty: 11979.692383
	Iteration 6Q: 3 clusters Score -4048441 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -4048542.250000 Penalty: 11979.692383
	Iteration 7Q: 3 clusters Score -4048542 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -4048621.500000 Penalty: 11979.692383
	Iteration 8Q: 3 clusters Score -4048622 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -4048676.750000 Penalty: 11979.692383
	Iteration 9Q: 3 clusters Score -4048677 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -4048725.750000 Penalty: 11979.692383
	Iteration 10Q: 3 clusters Score -4048726 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4048756.250000 Penalty: 11979.692383
	Iteration 11Q: 3 clusters Score -4048756 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -4048793.500000 Penalty: 11979.692383
	Iteration 12Q: 3 clusters Score -4048794 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -4048861.000000 Penalty: 11979.692383
	Iteration 13Q: 3 clusters Score -4048861 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -4048885.000000 Penalty: 11979.692383
	Iteration 14Q: 3 clusters Score -4048885 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -4048906.250000 Penalty: 11979.692383
	Iteration 15Q: 3 clusters Score -4048906 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -4048947.500000 Penalty: 11979.692383
	Iteration 16Q: 3 clusters Score -4048948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -4048992.000000 Penalty: 11979.692383
	Iteration 17Q: 3 clusters Score -4048992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -4049006.750000 Penalty: 11979.692383
	Iteration 18Q: 3 clusters Score -4049007 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -4049021.500000 Penalty: 11979.692383
	Iteration 19Q: 3 clusters Score -4049022 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -4049051.000000 Penalty: 11979.692383
	Iteration 20F: 3 clusters Score -4049051 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4049075.750000 Penalty: 11979.692383
	Iteration 21Q: 3 clusters Score -4049076 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4049091.500000 Penalty: 11979.692383
	Iteration 22Q: 3 clusters Score -4049092 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -4049107.000000 Penalty: 11979.692383
	Iteration 23Q: 3 clusters Score -4049107 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -4049131.750000 Penalty: 11979.692383
	Iteration 24Q: 3 clusters Score -4049132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4049159.750000 Penalty: 11979.692383
	Iteration 25Q: 3 clusters Score -4049160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4049185.750000 Penalty: 11979.692383
	Iteration 26Q: 3 clusters Score -4049186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4049205.750000 Penalty: 11979.692383
	Iteration 27Q: 3 clusters Score -4049206 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -4049226.000000 Penalty: 11979.692383
	Iteration 28Q: 3 clusters Score -4049226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4049252.500000 Penalty: 11979.692383
	Iteration 29Q: 3 clusters Score -4049252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4049292.500000 Penalty: 11979.692383
	Iteration 30Q: 3 clusters Score -4049292 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -4049313.250000 Penalty: 11979.692383
	Iteration 31Q: 3 clusters Score -4049313 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -4049354.750000 Penalty: 11979.692383
	Iteration 32Q: 3 clusters Score -4049355 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4049386.500000 Penalty: 11979.692383
	Iteration 33Q: 3 clusters Score -4049386 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -4049444.250000 Penalty: 11979.692383
	Iteration 34Q: 3 clusters Score -4049444 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4049481.750000 Penalty: 11979.692383
	Iteration 35Q: 3 clusters Score -4049482 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4049538.000000 Penalty: 11979.692383
	Iteration 36Q: 3 clusters Score -4049538 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -4049598.000000 Penalty: 11979.692383
	Iteration 37Q: 3 clusters Score -4049598 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -4049654.000000 Penalty: 11979.692383
	Iteration 38Q: 3 clusters Score -4049654 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -4049717.500000 Penalty: 11979.692383
	Iteration 39Q: 3 clusters Score -4049718 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -4049803.500000 Penalty: 11979.692383
	Iteration 40F: 3 clusters Score -4049804 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4049900.000000 Penalty: 11979.692383
	Iteration 41Q: 3 clusters Score -4049900 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4050015.500000 Penalty: 11979.692383
	Iteration 42Q: 3 clusters Score -4050016 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4050148.500000 Penalty: 11979.692383
	Iteration 43Q: 3 clusters Score -4050148 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4050280.000000 Penalty: 11979.692383
	Iteration 44Q: 3 clusters Score -4050280 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -4050438.250000 Penalty: 11979.692383
	Iteration 45Q: 3 clusters Score -4050438 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -4050622.000000 Penalty: 11979.692383
	Iteration 46Q: 3 clusters Score -4050622 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -4050827.250000 Penalty: 11979.692383
	Iteration 47Q: 3 clusters Score -4050827 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4051049.750000 Penalty: 11979.692383
	Iteration 48Q: 3 clusters Score -4051050 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -4051311.000000 Penalty: 11979.692383
	Iteration 49Q: 3 clusters Score -4051311 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4051567.500000 Penalty: 11979.692383
	Iteration 50Q: 3 clusters Score -4051568 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4051821.250000 Penalty: 11979.692383
	Iteration 51Q: 3 clusters Score -4051821 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -4052062.750000 Penalty: 11979.692383
	Iteration 52Q: 3 clusters Score -4052063 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4052256.250000 Penalty: 11979.692383
	Iteration 53Q: 3 clusters Score -4052256 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -4052416.250000 Penalty: 11979.692383
	Iteration 54Q: 3 clusters Score -4052416 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4052527.250000 Penalty: 11979.692383
	Iteration 55Q: 3 clusters Score -4052527 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -4052611.000000 Penalty: 11979.692383
	Iteration 56Q: 3 clusters Score -4052611 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4052674.500000 Penalty: 11979.692383
	Iteration 57Q: 3 clusters Score -4052674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4052739.250000 Penalty: 11979.692383
	Iteration 58Q: 3 clusters Score -4052739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4052793.000000 Penalty: 11979.692383
	Iteration 59Q: 3 clusters Score -4052793 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -4052848.250000 Penalty: 11979.692383
	Iteration 60F: 3 clusters Score -4052848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4052887.500000 Penalty: 11979.692383
	Iteration 61Q: 3 clusters Score -4052888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -4052910.000000 Penalty: 11979.692383
	Iteration 62Q: 3 clusters Score -4052910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -4052919.750000 Penalty: 11979.692383
	Iteration 63Q: 3 clusters Score -4052920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -4052935.500000 Penalty: 11979.692383
	Iteration 64Q: 3 clusters Score -4052936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4052945.500000 Penalty: 11979.692383
	Iteration 65Q: 3 clusters Score -4052946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4052948.500000 Penalty: 11979.692383
	Iteration 66Q: 3 clusters Score -4052948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -4052965.750000 Penalty: 11979.692383
	Iteration 67Q: 3 clusters Score -4052966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4052977.000000 Penalty: 11979.692383
	Iteration 68Q: 3 clusters Score -4052977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4052980.250000 Penalty: 11979.692383
	Iteration 69Q: 3 clusters Score -4052980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -4052978.250000 Penalty: 11979.692383
	Iteration 70Q: 3 clusters Score -4052978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -4052982.500000 Penalty: 11979.692383
	Iteration 71Q: 3 clusters Score -4052982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -4052980.750000 Penalty: 11979.692383
	Iteration 72Q: 3 clusters Score -4052981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4052985.250000 Penalty: 11979.692383
	Iteration 73Q: 3 clusters Score -4052985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -4052979.000000 Penalty: 11979.692383
	Iteration 74Q: 3 clusters Score -4052979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4052983.500000 Penalty: 11979.692383
	Iteration 75Q: 3 clusters Score -4052984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4052986.000000 Penalty: 11979.692383
	Iteration 76Q: 3 clusters Score -4052986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4052993.000000 Penalty: 11979.692383
	Iteration 77Q: 3 clusters Score -4052993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -4052991.750000 Penalty: 11979.692383
	Iteration 78Q: 3 clusters Score -4052992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -4052997.000000 Penalty: 11979.692383
	Iteration 79Q: 3 clusters Score -4052997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -4052997.000000 Penalty: 11979.692383
	Iteration 80F: 3 clusters Score -4052997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99928 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7942 members 
Mstep: Class 5 contains 62633 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9832 members 
Mstep: Class 8 contains 73319 members 
Mstep: Class 9 contains 42604 members 
Mstep: Class 10 contains 99293 members 
Mstep: Class 11 contains 33737 members 
Mstep: Class 12 contains 15319 members 
Mstep: Class 13 contains 53724 members 
Mstep: Class 14 contains 149877 members 
Mstep: Class 15 contains 16065 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 125045 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17341 members 
Mstep: Class 20 contains 20243 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17351 members 
Mstep: Class 25 contains 54773 members 
Mstep: Class 26 contains 17665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450016.000000 Penalty: 231727.812500
Iteration 159Q: 28 clusters Score -2.7245e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100328 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7941 members 
Mstep: Class 5 contains 62964 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9834 members 
Mstep: Class 8 contains 73319 members 
Mstep: Class 9 contains 42606 members 
Mstep: Class 10 contains 99297 members 
Mstep: Class 11 contains 33785 members 
Mstep: Class 12 contains 15466 members 
Mstep: Class 13 contains 53728 members 
Mstep: Class 14 contains 149868 members 
Mstep: Class 15 contains 16172 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 125045 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17377 members 
Mstep: Class 20 contains 20354 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64088 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17218 members 
Mstep: Class 25 contains 54774 members 
Mstep: Class 26 contains 17722 members 
Mstep: Class 27 contains 73990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450944.000000 Penalty: 231727.812500
Iteration 160F: 28 clusters Score -2.724509e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100248 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7942 members 
Mstep: Class 5 contains 62944 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9832 members 
Mstep: Class 8 contains 73318 members 
Mstep: Class 9 contains 42603 members 
Mstep: Class 10 contains 99271 members 
Mstep: Class 11 contains 33783 members 
Mstep: Class 12 contains 15655 members 
Mstep: Class 13 contains 53729 members 
Mstep: Class 14 contains 149865 members 
Mstep: Class 15 contains 16156 members 
Mstep: Class 16 contains 20263 members 
Mstep: Class 17 contains 125047 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17371 members 
Mstep: Class 20 contains 20166 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115688 members 
Mstep: Class 24 contains 17139 members 
Mstep: Class 25 contains 54775 members 
Mstep: Class 26 contains 17625 members 
Mstep: Class 27 contains 74315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450624.000000 Penalty: 231727.812500
Iteration 161Q: 28 clusters Score -2.724506e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100223 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7944 members 
Mstep: Class 5 contains 62931 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9834 members 
Mstep: Class 8 contains 73313 members 
Mstep: Class 9 contains 42600 members 
Mstep: Class 10 contains 99256 members 
Mstep: Class 11 contains 33785 members 
Mstep: Class 12 contains 15888 members 
Mstep: Class 13 contains 53740 members 
Mstep: Class 14 contains 149859 members 
Mstep: Class 15 contains 16148 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 125046 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 20074 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64087 members 
Mstep: Class 23 contains 115688 members 
Mstep: Class 24 contains 17103 members 
Mstep: Class 25 contains 54776 members 
Mstep: Class 26 contains 17577 members 
Mstep: Class 27 contains 74309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450528.000000 Penalty: 231727.812500
Iteration 162Q: 28 clusters Score -2.724505e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100212 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7949 members 
Mstep: Class 5 contains 62936 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9835 members 
Mstep: Class 8 contains 73304 members 
Mstep: Class 9 contains 42600 members 
Mstep: Class 10 contains 99252 members 
Mstep: Class 11 contains 33797 members 
Mstep: Class 12 contains 16080 members 
Mstep: Class 13 contains 53745 members 
Mstep: Class 14 contains 149855 members 
Mstep: Class 15 contains 16142 members 
Mstep: Class 16 contains 20276 members 
Mstep: Class 17 contains 125048 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17372 members 
Mstep: Class 20 contains 20028 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64086 members 
Mstep: Class 23 contains 115688 members 
Mstep: Class 24 contains 17081 members 
Mstep: Class 25 contains 54775 members 
Mstep: Class 26 contains 17560 members 
Mstep: Class 27 contains 74204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450752.000000 Penalty: 231727.812500
Iteration 163Q: 28 clusters Score -2.724508e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100210 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7954 members 
Mstep: Class 5 contains 62943 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9840 members 
Mstep: Class 8 contains 73301 members 
Mstep: Class 9 contains 42597 members 
Mstep: Class 10 contains 99245 members 
Mstep: Class 11 contains 33814 members 
Mstep: Class 12 contains 16210 members 
Mstep: Class 13 contains 53750 members 
Mstep: Class 14 contains 149854 members 
Mstep: Class 15 contains 16135 members 
Mstep: Class 16 contains 20279 members 
Mstep: Class 17 contains 125048 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17370 members 
Mstep: Class 20 contains 19995 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64086 members 
Mstep: Class 23 contains 115687 members 
Mstep: Class 24 contains 17067 members 
Mstep: Class 25 contains 54775 members 
Mstep: Class 26 contains 17544 members 
Mstep: Class 27 contains 74121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451072.000000 Penalty: 231727.812500
Iteration 164Q: 28 clusters Score -2.724511e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100207 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62953 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9839 members 
Mstep: Class 8 contains 73292 members 
Mstep: Class 9 contains 42595 members 
Mstep: Class 10 contains 99243 members 
Mstep: Class 11 contains 33823 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 53754 members 
Mstep: Class 14 contains 149849 members 
Mstep: Class 15 contains 16135 members 
Mstep: Class 16 contains 20281 members 
Mstep: Class 17 contains 125049 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17370 members 
Mstep: Class 20 contains 19966 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64084 members 
Mstep: Class 23 contains 115690 members 
Mstep: Class 24 contains 17061 members 
Mstep: Class 25 contains 54775 members 
Mstep: Class 26 contains 17545 members 
Mstep: Class 27 contains 74031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451136.000000 Penalty: 231727.812500
Iteration 165Q: 28 clusters Score -2.724511e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100188 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 62961 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9840 members 
Mstep: Class 8 contains 73282 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 99247 members 
Mstep: Class 11 contains 33828 members 
Mstep: Class 12 contains 16432 members 
Mstep: Class 13 contains 53753 members 
Mstep: Class 14 contains 149849 members 
Mstep: Class 15 contains 16134 members 
Mstep: Class 16 contains 20284 members 
Mstep: Class 17 contains 125051 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17369 members 
Mstep: Class 20 contains 19959 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115691 members 
Mstep: Class 24 contains 17060 members 
Mstep: Class 25 contains 54773 members 
Mstep: Class 26 contains 17542 members 
Mstep: Class 27 contains 73945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451104.000000 Penalty: 231727.812500
Iteration 166Q: 28 clusters Score -2.724511e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100183 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 62968 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9839 members 
Mstep: Class 8 contains 73269 members 
Mstep: Class 9 contains 42591 members 
Mstep: Class 10 contains 99259 members 
Mstep: Class 11 contains 33835 members 
Mstep: Class 12 contains 16503 members 
Mstep: Class 13 contains 53751 members 
Mstep: Class 14 contains 149847 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 20286 members 
Mstep: Class 17 contains 125051 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17371 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115692 members 
Mstep: Class 24 contains 17060 members 
Mstep: Class 25 contains 54776 members 
Mstep: Class 26 contains 17535 members 
Mstep: Class 27 contains 73881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451168.000000 Penalty: 231727.812500
Iteration 167Q: 28 clusters Score -2.724512e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100178 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 62972 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9840 members 
Mstep: Class 8 contains 73263 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 99260 members 
Mstep: Class 11 contains 33834 members 
Mstep: Class 12 contains 16568 members 
Mstep: Class 13 contains 53752 members 
Mstep: Class 14 contains 149850 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 20289 members 
Mstep: Class 17 contains 125051 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17373 members 
Mstep: Class 20 contains 19939 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115694 members 
Mstep: Class 24 contains 17059 members 
Mstep: Class 25 contains 54776 members 
Mstep: Class 26 contains 17535 members 
Mstep: Class 27 contains 73821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451168.000000 Penalty: 231727.812500
Iteration 168Q: 28 clusters Score -2.724512e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100177 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 62973 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9841 members 
Mstep: Class 8 contains 73261 members 
Mstep: Class 9 contains 42588 members 
Mstep: Class 10 contains 99259 members 
Mstep: Class 11 contains 33837 members 
Mstep: Class 12 contains 16622 members 
Mstep: Class 13 contains 53748 members 
Mstep: Class 14 contains 149857 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 20288 members 
Mstep: Class 17 contains 125052 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64084 members 
Mstep: Class 23 contains 115692 members 
Mstep: Class 24 contains 17058 members 
Mstep: Class 25 contains 54776 members 
Mstep: Class 26 contains 17533 members 
Mstep: Class 27 contains 73774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451168.000000 Penalty: 231727.812500
Iteration 169Q: 28 clusters Score -2.724512e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100179 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 62973 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9841 members 
Mstep: Class 8 contains 73254 members 
Mstep: Class 9 contains 42589 members 
Mstep: Class 10 contains 99262 members 
Mstep: Class 11 contains 33842 members 
Mstep: Class 12 contains 16665 members 
Mstep: Class 13 contains 53750 members 
Mstep: Class 14 contains 149858 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 125052 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17375 members 
Mstep: Class 20 contains 19932 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17058 members 
Mstep: Class 25 contains 54776 members 
Mstep: Class 26 contains 17530 members 
Mstep: Class 27 contains 73732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451328.000000 Penalty: 231727.812500
Iteration 170Q: 28 clusters Score -2.724513e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100181 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 62975 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 73252 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 99265 members 
Mstep: Class 11 contains 33844 members 
Mstep: Class 12 contains 16697 members 
Mstep: Class 13 contains 53748 members 
Mstep: Class 14 contains 149859 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 20288 members 
Mstep: Class 17 contains 125052 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17375 members 
Mstep: Class 20 contains 19930 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17057 members 
Mstep: Class 25 contains 54778 members 
Mstep: Class 26 contains 17528 members 
Mstep: Class 27 contains 73698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451328.000000 Penalty: 231727.812500
Iteration 171Q: 28 clusters Score -2.724513e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100180 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 62973 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9840 members 
Mstep: Class 8 contains 73245 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 99267 members 
Mstep: Class 11 contains 33844 members 
Mstep: Class 12 contains 16733 members 
Mstep: Class 13 contains 53750 members 
Mstep: Class 14 contains 149861 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 20290 members 
Mstep: Class 17 contains 125055 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17055 members 
Mstep: Class 25 contains 54778 members 
Mstep: Class 26 contains 17529 members 
Mstep: Class 27 contains 73666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451296.000000 Penalty: 231727.812500
Iteration 172Q: 28 clusters Score -2.724513e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100181 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 62974 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9840 members 
Mstep: Class 8 contains 73239 members 
Mstep: Class 9 contains 42586 members 
Mstep: Class 10 contains 99268 members 
Mstep: Class 11 contains 33845 members 
Mstep: Class 12 contains 16752 members 
Mstep: Class 13 contains 53752 members 
Mstep: Class 14 contains 149863 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 20290 members 
Mstep: Class 17 contains 125056 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 19921 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115690 members 
Mstep: Class 24 contains 17055 members 
Mstep: Class 25 contains 54779 members 
Mstep: Class 26 contains 17530 members 
Mstep: Class 27 contains 73648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451296.000000 Penalty: 231727.812500
Iteration 173Q: 28 clusters Score -2.724513e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100185 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 62977 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9842 members 
Mstep: Class 8 contains 73232 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 99271 members 
Mstep: Class 11 contains 33846 members 
Mstep: Class 12 contains 16770 members 
Mstep: Class 13 contains 53752 members 
Mstep: Class 14 contains 149865 members 
Mstep: Class 15 contains 16134 members 
Mstep: Class 16 contains 20291 members 
Mstep: Class 17 contains 125058 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 19916 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64083 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17054 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17531 members 
Mstep: Class 27 contains 73634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451328.000000 Penalty: 231727.812500
Iteration 174Q: 28 clusters Score -2.724513e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100189 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 62974 members 
Mstep: Class 6 contains 15668 members 
Mstep: Class 7 contains 9842 members 
Mstep: Class 8 contains 73228 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 99273 members 
Mstep: Class 11 contains 33846 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 53754 members 
Mstep: Class 14 contains 149864 members 
Mstep: Class 15 contains 16132 members 
Mstep: Class 16 contains 20296 members 
Mstep: Class 17 contains 125059 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 19912 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64084 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17054 members 
Mstep: Class 25 contains 54779 members 
Mstep: Class 26 contains 17531 members 
Mstep: Class 27 contains 73616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451232.000000 Penalty: 231727.812500
Iteration 175Q: 28 clusters Score -2.724512e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100189 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 62970 members 
Mstep: Class 6 contains 15668 members 
Mstep: Class 7 contains 9839 members 
Mstep: Class 8 contains 73225 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99271 members 
Mstep: Class 11 contains 33846 members 
Mstep: Class 12 contains 16804 members 
Mstep: Class 13 contains 53758 members 
Mstep: Class 14 contains 149863 members 
Mstep: Class 15 contains 16131 members 
Mstep: Class 16 contains 20302 members 
Mstep: Class 17 contains 125061 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17375 members 
Mstep: Class 20 contains 19910 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64084 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17054 members 
Mstep: Class 25 contains 54779 members 
Mstep: Class 26 contains 17536 members 
Mstep: Class 27 contains 73599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451232.000000 Penalty: 231727.812500
Iteration 176Q: 28 clusters Score -2.724512e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100192 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 62969 members 
Mstep: Class 6 contains 15668 members 
Mstep: Class 7 contains 9835 members 
Mstep: Class 8 contains 73222 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99270 members 
Mstep: Class 11 contains 33847 members 
Mstep: Class 12 contains 16823 members 
Mstep: Class 13 contains 53758 members 
Mstep: Class 14 contains 149867 members 
Mstep: Class 15 contains 16131 members 
Mstep: Class 16 contains 20303 members 
Mstep: Class 17 contains 125061 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 19910 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115687 members 
Mstep: Class 24 contains 17053 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17537 members 
Mstep: Class 27 contains 73580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451104.000000 Penalty: 231727.812500
Iteration 177Q: 28 clusters Score -2.724511e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100192 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 62962 members 
Mstep: Class 6 contains 15668 members 
Mstep: Class 7 contains 9833 members 
Mstep: Class 8 contains 73218 members 
Mstep: Class 9 contains 42578 members 
Mstep: Class 10 contains 99271 members 
Mstep: Class 11 contains 33848 members 
Mstep: Class 12 contains 16843 members 
Mstep: Class 13 contains 53762 members 
Mstep: Class 14 contains 149869 members 
Mstep: Class 15 contains 16129 members 
Mstep: Class 16 contains 20309 members 
Mstep: Class 17 contains 125061 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 19910 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115688 members 
Mstep: Class 24 contains 17052 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17537 members 
Mstep: Class 27 contains 73564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451360.000000 Penalty: 231727.812500
Iteration 178Q: 28 clusters Score -2.724514e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100192 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 62953 members 
Mstep: Class 6 contains 15668 members 
Mstep: Class 7 contains 9834 members 
Mstep: Class 8 contains 73213 members 
Mstep: Class 9 contains 42571 members 
Mstep: Class 10 contains 99276 members 
Mstep: Class 11 contains 33850 members 
Mstep: Class 12 contains 16858 members 
Mstep: Class 13 contains 53763 members 
Mstep: Class 14 contains 149871 members 
Mstep: Class 15 contains 16126 members 
Mstep: Class 16 contains 20314 members 
Mstep: Class 17 contains 125063 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 19910 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64085 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17053 members 
Mstep: Class 25 contains 54781 members 
Mstep: Class 26 contains 17536 members 
Mstep: Class 27 contains 73553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451328.000000 Penalty: 231727.812500
Iteration 179Q: 28 clusters Score -2.724513e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100190 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 62954 members 
Mstep: Class 6 contains 15668 members 
Mstep: Class 7 contains 9832 members 
Mstep: Class 8 contains 73211 members 
Mstep: Class 9 contains 42571 members 
Mstep: Class 10 contains 99279 members 
Mstep: Class 11 contains 33850 members 
Mstep: Class 12 contains 16872 members 
Mstep: Class 13 contains 53764 members 
Mstep: Class 14 contains 149872 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 20312 members 
Mstep: Class 17 contains 125064 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 19909 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64087 members 
Mstep: Class 23 contains 115690 members 
Mstep: Class 24 contains 17051 members 
Mstep: Class 25 contains 54781 members 
Mstep: Class 26 contains 17536 members 
Mstep: Class 27 contains 73542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451264.000000 Penalty: 231727.812500
Iteration 180F: 28 clusters Score -2.724513e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100191 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 62954 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9832 members 
Mstep: Class 8 contains 73207 members 
Mstep: Class 9 contains 42570 members 
Mstep: Class 10 contains 99282 members 
Mstep: Class 11 contains 33853 members 
Mstep: Class 12 contains 16890 members 
Mstep: Class 13 contains 53765 members 
Mstep: Class 14 contains 149873 members 
Mstep: Class 15 contains 16125 members 
Mstep: Class 16 contains 20311 members 
Mstep: Class 17 contains 125064 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17375 members 
Mstep: Class 20 contains 19907 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64088 members 
Mstep: Class 23 contains 115691 members 
Mstep: Class 24 contains 17051 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17536 members 
Mstep: Class 27 contains 73525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451360.000000 Penalty: 231727.812500
Iteration 181Q: 28 clusters Score -2.724514e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100192 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 73206 members 
Mstep: Class 9 contains 42571 members 
Mstep: Class 10 contains 99280 members 
Mstep: Class 11 contains 33857 members 
Mstep: Class 12 contains 16901 members 
Mstep: Class 13 contains 53765 members 
Mstep: Class 14 contains 149872 members 
Mstep: Class 15 contains 16119 members 
Mstep: Class 16 contains 20311 members 
Mstep: Class 17 contains 125064 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 17375 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64089 members 
Mstep: Class 23 contains 115688 members 
Mstep: Class 24 contains 17051 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17536 members 
Mstep: Class 27 contains 73515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451296.000000 Penalty: 231727.812500
Iteration 182Q: 28 clusters Score -2.724513e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100192 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 9840 members 
Mstep: Class 8 contains 73205 members 
Mstep: Class 9 contains 42573 members 
Mstep: Class 10 contains 99279 members 
Mstep: Class 11 contains 33860 members 
Mstep: Class 12 contains 16910 members 
Mstep: Class 13 contains 53764 members 
Mstep: Class 14 contains 149876 members 
Mstep: Class 15 contains 16116 members 
Mstep: Class 16 contains 20309 members 
Mstep: Class 17 contains 125063 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17375 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64089 members 
Mstep: Class 23 contains 115686 members 
Mstep: Class 24 contains 17051 members 
Mstep: Class 25 contains 54779 members 
Mstep: Class 26 contains 17535 members 
Mstep: Class 27 contains 73507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451296.000000 Penalty: 231727.812500
Iteration 183Q: 28 clusters Score -2.724513e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100195 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 62953 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73203 members 
Mstep: Class 9 contains 42574 members 
Mstep: Class 10 contains 99281 members 
Mstep: Class 11 contains 33860 members 
Mstep: Class 12 contains 16921 members 
Mstep: Class 13 contains 53762 members 
Mstep: Class 14 contains 149875 members 
Mstep: Class 15 contains 16111 members 
Mstep: Class 16 contains 20309 members 
Mstep: Class 17 contains 125062 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115688 members 
Mstep: Class 24 contains 17051 members 
Mstep: Class 25 contains 54778 members 
Mstep: Class 26 contains 17533 members 
Mstep: Class 27 contains 73503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451328.000000 Penalty: 231727.812500
Iteration 184Q: 28 clusters Score -2.724513e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100194 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 62952 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9841 members 
Mstep: Class 8 contains 73203 members 
Mstep: Class 9 contains 42575 members 
Mstep: Class 10 contains 99284 members 
Mstep: Class 11 contains 33862 members 
Mstep: Class 12 contains 16931 members 
Mstep: Class 13 contains 53761 members 
Mstep: Class 14 contains 149876 members 
Mstep: Class 15 contains 16109 members 
Mstep: Class 16 contains 20309 members 
Mstep: Class 17 contains 125061 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64089 members 
Mstep: Class 23 contains 115689 members 
Mstep: Class 24 contains 17050 members 
Mstep: Class 25 contains 54777 members 
Mstep: Class 26 contains 17532 members 
Mstep: Class 27 contains 73497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451232.000000 Penalty: 231727.812500
Iteration 185Q: 28 clusters Score -2.724512e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 62955 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 9841 members 
Mstep: Class 8 contains 73202 members 
Mstep: Class 9 contains 42575 members 
Mstep: Class 10 contains 99285 members 
Mstep: Class 11 contains 33863 members 
Mstep: Class 12 contains 16936 members 
Mstep: Class 13 contains 53760 members 
Mstep: Class 14 contains 149876 members 
Mstep: Class 15 contains 16109 members 
Mstep: Class 16 contains 20309 members 
Mstep: Class 17 contains 125059 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19902 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64089 members 
Mstep: Class 23 contains 115691 members 
Mstep: Class 24 contains 17049 members 
Mstep: Class 25 contains 54778 members 
Mstep: Class 26 contains 17530 members 
Mstep: Class 27 contains 73494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451200.000000 Penalty: 231727.812500
Iteration 186Q: 28 clusters Score -2.724512e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100192 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 15667 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73203 members 
Mstep: Class 9 contains 42575 members 
Mstep: Class 10 contains 99285 members 
Mstep: Class 11 contains 33864 members 
Mstep: Class 12 contains 16939 members 
Mstep: Class 13 contains 53760 members 
Mstep: Class 14 contains 149876 members 
Mstep: Class 15 contains 16109 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125058 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19901 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64089 members 
Mstep: Class 23 contains 115692 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54779 members 
Mstep: Class 26 contains 17529 members 
Mstep: Class 27 contains 73488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451232.000000 Penalty: 231727.812500
Iteration 187Q: 28 clusters Score -2.724512e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100192 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15664 members 
Mstep: Class 7 contains 9846 members 
Mstep: Class 8 contains 73203 members 
Mstep: Class 9 contains 42574 members 
Mstep: Class 10 contains 99285 members 
Mstep: Class 11 contains 33868 members 
Mstep: Class 12 contains 16944 members 
Mstep: Class 13 contains 53760 members 
Mstep: Class 14 contains 149876 members 
Mstep: Class 15 contains 16108 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125059 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19900 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115693 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54779 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451072.000000 Penalty: 231727.812500
Iteration 188Q: 28 clusters Score -2.724511e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 62959 members 
Mstep: Class 6 contains 15664 members 
Mstep: Class 7 contains 9847 members 
Mstep: Class 8 contains 73203 members 
Mstep: Class 9 contains 42571 members 
Mstep: Class 10 contains 99284 members 
Mstep: Class 11 contains 33870 members 
Mstep: Class 12 contains 16950 members 
Mstep: Class 13 contains 53758 members 
Mstep: Class 14 contains 149876 members 
Mstep: Class 15 contains 16106 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125061 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19899 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115692 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17526 members 
Mstep: Class 27 contains 73477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451232.000000 Penalty: 231727.812500
Iteration 189Q: 28 clusters Score -2.724512e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 62958 members 
Mstep: Class 6 contains 15663 members 
Mstep: Class 7 contains 9849 members 
Mstep: Class 8 contains 73203 members 
Mstep: Class 9 contains 42573 members 
Mstep: Class 10 contains 99285 members 
Mstep: Class 11 contains 33872 members 
Mstep: Class 12 contains 16958 members 
Mstep: Class 13 contains 53758 members 
Mstep: Class 14 contains 149875 members 
Mstep: Class 15 contains 16104 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125059 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19899 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115692 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17525 members 
Mstep: Class 27 contains 73470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451136.000000 Penalty: 231727.812500
Iteration 190Q: 28 clusters Score -2.724511e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100194 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 15663 members 
Mstep: Class 7 contains 9850 members 
Mstep: Class 8 contains 73202 members 
Mstep: Class 9 contains 42576 members 
Mstep: Class 10 contains 99285 members 
Mstep: Class 11 contains 33875 members 
Mstep: Class 12 contains 16963 members 
Mstep: Class 13 contains 53758 members 
Mstep: Class 14 contains 149875 members 
Mstep: Class 15 contains 16102 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125057 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19899 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115692 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17525 members 
Mstep: Class 27 contains 73464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451200.000000 Penalty: 231727.812500
Iteration 191Q: 28 clusters Score -2.724512e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100195 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 15663 members 
Mstep: Class 7 contains 9849 members 
Mstep: Class 8 contains 73202 members 
Mstep: Class 9 contains 42577 members 
Mstep: Class 10 contains 99282 members 
Mstep: Class 11 contains 33878 members 
Mstep: Class 12 contains 16968 members 
Mstep: Class 13 contains 53757 members 
Mstep: Class 14 contains 149875 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125057 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17375 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115692 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17526 members 
Mstep: Class 27 contains 73459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451168.000000 Penalty: 231727.812500
Iteration 192Q: 28 clusters Score -2.724512e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100196 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9849 members 
Mstep: Class 8 contains 73202 members 
Mstep: Class 9 contains 42578 members 
Mstep: Class 10 contains 99282 members 
Mstep: Class 11 contains 33878 members 
Mstep: Class 12 contains 16969 members 
Mstep: Class 13 contains 53757 members 
Mstep: Class 14 contains 149875 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125057 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17375 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115691 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451232.000000 Penalty: 231727.812500
Iteration 193Q: 28 clusters Score -2.724512e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100195 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9847 members 
Mstep: Class 8 contains 73202 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99282 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16971 members 
Mstep: Class 13 contains 53758 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125057 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17375 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64091 members 
Mstep: Class 23 contains 115690 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54779 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451232.000000 Penalty: 231727.812500
Iteration 194Q: 28 clusters Score -2.724512e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100192 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9846 members 
Mstep: Class 8 contains 73203 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 99282 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16974 members 
Mstep: Class 13 contains 53759 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125059 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64091 members 
Mstep: Class 23 contains 115687 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451104.000000 Penalty: 231727.812500
Iteration 195Q: 28 clusters Score -2.724511e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100192 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9845 members 
Mstep: Class 8 contains 73203 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99281 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53760 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19899 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64091 members 
Mstep: Class 23 contains 115687 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451168.000000 Penalty: 231727.812500
Iteration 196Q: 28 clusters Score -2.724512e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 73202 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99281 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53762 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115687 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451040.000000 Penalty: 231727.812500
Iteration 197Q: 28 clusters Score -2.72451e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 73201 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99282 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53762 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115687 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451072.000000 Penalty: 231727.812500
Iteration 198Q: 28 clusters Score -2.724511e+08 nChanged 3
Entering ConstructFrom: 
Score: -272451072.000000 Penalty: 231727.812500
Entering ConstructFrom: 
Trying to split cluster 1 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -285911.562500 Penalty: 4396.858887
	Iteration 0F: 2 clusters Score -285911.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -281496.687500 Penalty: 8793.717773
	Iteration 0F: 3 clusters Score -281496.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -281945.312500 Penalty: 8793.717773
	Iteration 1F: 3 clusters Score -281945.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -282113.437500 Penalty: 8793.717773
	Iteration 2F: 3 clusters Score -282113.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -282199.531250 Penalty: 8793.717773
	Iteration 3Q: 3 clusters Score -282199.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -282263.906250 Penalty: 8793.717773
	Iteration 4Q: 3 clusters Score -282263.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -282302.687500 Penalty: 8793.717773
	Iteration 5Q: 3 clusters Score -282302.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -282345.500000 Penalty: 8793.717773
	Iteration 6Q: 3 clusters Score -282345.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -282380.125000 Penalty: 8793.717773
	Iteration 7Q: 3 clusters Score -282380.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -282404.687500 Penalty: 8793.717773
	Iteration 8Q: 3 clusters Score -282404.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -282418.375000 Penalty: 8793.717773
	Iteration 9Q: 3 clusters Score -282418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -282421.500000 Penalty: 8793.717773
	Iteration 10Q: 3 clusters Score -282421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -282423.343750 Penalty: 8793.717773
	Iteration 11Q: 3 clusters Score -282423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -282429.312500 Penalty: 8793.717773
	Iteration 12Q: 3 clusters Score -282429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -282433.937500 Penalty: 8793.717773
	Iteration 13Q: 3 clusters Score -282433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -282436.718750 Penalty: 8793.717773
	Iteration 14Q: 3 clusters Score -282436.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -282439.687500 Penalty: 8793.717773
	Iteration 15Q: 3 clusters Score -282439.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -282442.875000 Penalty: 8793.717773
	Iteration 16Q: 3 clusters Score -282442.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -282445.593750 Penalty: 8793.717773
	Iteration 17Q: 3 clusters Score -282445.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -282451.250000 Penalty: 8793.717773
	Iteration 18Q: 3 clusters Score -282451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -282453.781250 Penalty: 8793.717773
	Iteration 19Q: 3 clusters Score -282453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -282461.468750 Penalty: 8793.717773
	Iteration 20F: 3 clusters Score -282461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -282473.906250 Penalty: 8793.717773
	Iteration 21Q: 3 clusters Score -282473.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -282478.781250 Penalty: 8793.717773
	Iteration 22Q: 3 clusters Score -282478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -282478.781250 Penalty: 8793.717773
	Iteration 23F: 3 clusters Score -282478.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (100193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100193 members 
Entering Unmasked Estep 
Score: -22761164.000000 Penalty: 7052.847656
	Iteration 0F: 2 clusters Score -2.276116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -22693552.000000 Penalty: 14105.695312
	Iteration 0F: 3 clusters Score -2.269355e+07 nChanged 45775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -22719178.000000 Penalty: 14105.695312
	Iteration 1F: 3 clusters Score -2.271918e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -22721056.000000 Penalty: 14105.695312
	Iteration 2Q: 3 clusters Score -2.272106e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -22723646.000000 Penalty: 14105.695312
	Iteration 3F: 3 clusters Score -2.272365e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -22727204.000000 Penalty: 14105.695312
	Iteration 4F: 3 clusters Score -2.27272e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -22732234.000000 Penalty: 14105.695312
	Iteration 5F: 3 clusters Score -2.273223e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -22737958.000000 Penalty: 14105.695312
	Iteration 6F: 3 clusters Score -2.273796e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -22743272.000000 Penalty: 14105.695312
	Iteration 7F: 3 clusters Score -2.274327e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -22747632.000000 Penalty: 14105.695312
	Iteration 8F: 3 clusters Score -2.274763e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -22750226.000000 Penalty: 14105.695312
	Iteration 9Q: 3 clusters Score -2.275023e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -22751630.000000 Penalty: 14105.695312
	Iteration 10Q: 3 clusters Score -2.275163e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67539 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -22752380.000000 Penalty: 14105.695312
	Iteration 11Q: 3 clusters Score -2.275238e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -22752886.000000 Penalty: 14105.695312
	Iteration 12Q: 3 clusters Score -2.275289e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69351 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -22753188.000000 Penalty: 14105.695312
	Iteration 13Q: 3 clusters Score -2.275319e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -22753552.000000 Penalty: 14105.695312
	Iteration 14Q: 3 clusters Score -2.275355e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -22753792.000000 Penalty: 14105.695312
	Iteration 15Q: 3 clusters Score -2.275379e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -22753924.000000 Penalty: 14105.695312
	Iteration 16Q: 3 clusters Score -2.275392e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -22754270.000000 Penalty: 14105.695312
	Iteration 17Q: 3 clusters Score -2.275427e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -22754588.000000 Penalty: 14105.695312
	Iteration 18Q: 3 clusters Score -2.275459e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -22754722.000000 Penalty: 14105.695312
	Iteration 19Q: 3 clusters Score -2.275472e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -22754874.000000 Penalty: 14105.695312
	Iteration 20F: 3 clusters Score -2.275487e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -22755138.000000 Penalty: 14105.695312
	Iteration 21Q: 3 clusters Score -2.275514e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -22755440.000000 Penalty: 14105.695312
	Iteration 22Q: 3 clusters Score -2.275544e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -22755538.000000 Penalty: 14105.695312
	Iteration 23Q: 3 clusters Score -2.275554e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -22755626.000000 Penalty: 14105.695312
	Iteration 24Q: 3 clusters Score -2.275563e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -22755768.000000 Penalty: 14105.695312
	Iteration 25Q: 3 clusters Score -2.275577e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -22755912.000000 Penalty: 14105.695312
	Iteration 26Q: 3 clusters Score -2.275591e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -22756072.000000 Penalty: 14105.695312
	Iteration 27Q: 3 clusters Score -2.275607e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -22756168.000000 Penalty: 14105.695312
	Iteration 28Q: 3 clusters Score -2.275617e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -22756314.000000 Penalty: 14105.695312
	Iteration 29Q: 3 clusters Score -2.275631e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -22756410.000000 Penalty: 14105.695312
	Iteration 30Q: 3 clusters Score -2.275641e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -22756470.000000 Penalty: 14105.695312
	Iteration 31Q: 3 clusters Score -2.275647e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -22756500.000000 Penalty: 14105.695312
	Iteration 32Q: 3 clusters Score -2.27565e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -22756556.000000 Penalty: 14105.695312
	Iteration 33Q: 3 clusters Score -2.275656e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -22756592.000000 Penalty: 14105.695312
	Iteration 34Q: 3 clusters Score -2.275659e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82422 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -22756568.000000 Penalty: 14105.695312
	Iteration 35Q: 3 clusters Score -2.275657e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82645 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -22756586.000000 Penalty: 14105.695312
	Iteration 36Q: 3 clusters Score -2.275659e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -22756600.000000 Penalty: 14105.695312
	Iteration 37Q: 3 clusters Score -2.27566e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -22756654.000000 Penalty: 14105.695312
	Iteration 38Q: 3 clusters Score -2.275665e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -22756714.000000 Penalty: 14105.695312
	Iteration 39Q: 3 clusters Score -2.275671e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -22756718.000000 Penalty: 14105.695312
	Iteration 40F: 3 clusters Score -2.275672e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -22756804.000000 Penalty: 14105.695312
	Iteration 41Q: 3 clusters Score -2.27568e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -22756850.000000 Penalty: 14105.695312
	Iteration 42Q: 3 clusters Score -2.275685e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -22756858.000000 Penalty: 14105.695312
	Iteration 43Q: 3 clusters Score -2.275686e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -22756880.000000 Penalty: 14105.695312
	Iteration 44Q: 3 clusters Score -2.275688e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -22756892.000000 Penalty: 14105.695312
	Iteration 45Q: 3 clusters Score -2.275689e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -22756896.000000 Penalty: 14105.695312
	Iteration 46Q: 3 clusters Score -2.27569e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -22756950.000000 Penalty: 14105.695312
	Iteration 47Q: 3 clusters Score -2.275695e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -22756978.000000 Penalty: 14105.695312
	Iteration 48Q: 3 clusters Score -2.275698e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84734 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -22756982.000000 Penalty: 14105.695312
	Iteration 49Q: 3 clusters Score -2.275698e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -22757028.000000 Penalty: 14105.695312
	Iteration 50Q: 3 clusters Score -2.275703e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -22757030.000000 Penalty: 14105.695312
	Iteration 51Q: 3 clusters Score -2.275703e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -22757030.000000 Penalty: 14105.695312
	Iteration 52Q: 3 clusters Score -2.275703e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -22757028.000000 Penalty: 14105.695312
	Iteration 53Q: 3 clusters Score -2.275703e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -22757006.000000 Penalty: 14105.695312
	Iteration 54Q: 3 clusters Score -2.275701e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -22757040.000000 Penalty: 14105.695312
	Iteration 55Q: 3 clusters Score -2.275704e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -22757044.000000 Penalty: 14105.695312
	Iteration 56Q: 3 clusters Score -2.275704e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -22757040.000000 Penalty: 14105.695312
	Iteration 57Q: 3 clusters Score -2.275704e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -22757052.000000 Penalty: 14105.695312
	Iteration 58Q: 3 clusters Score -2.275705e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -22757012.000000 Penalty: 14105.695312
	Iteration 59Q: 3 clusters Score -2.275701e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -22757042.000000 Penalty: 14105.695312
	Iteration 60F: 3 clusters Score -2.275704e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -22757068.000000 Penalty: 14105.695312
	Iteration 61Q: 3 clusters Score -2.275707e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -22757084.000000 Penalty: 14105.695312
	Iteration 62Q: 3 clusters Score -2.275708e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -22757092.000000 Penalty: 14105.695312
	Iteration 63Q: 3 clusters Score -2.275709e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -22757138.000000 Penalty: 14105.695312
	Iteration 64Q: 3 clusters Score -2.275714e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -22757148.000000 Penalty: 14105.695312
	Iteration 65Q: 3 clusters Score -2.275715e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -22757182.000000 Penalty: 14105.695312
	Iteration 66Q: 3 clusters Score -2.275718e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -22757208.000000 Penalty: 14105.695312
	Iteration 67Q: 3 clusters Score -2.275721e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -22757204.000000 Penalty: 14105.695312
	Iteration 68Q: 3 clusters Score -2.27572e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -22757174.000000 Penalty: 14105.695312
	Iteration 69Q: 3 clusters Score -2.275717e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -22757222.000000 Penalty: 14105.695312
	Iteration 70Q: 3 clusters Score -2.275722e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -22757258.000000 Penalty: 14105.695312
	Iteration 71Q: 3 clusters Score -2.275726e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -22757234.000000 Penalty: 14105.695312
	Iteration 72Q: 3 clusters Score -2.275723e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86834 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -22757276.000000 Penalty: 14105.695312
	Iteration 73Q: 3 clusters Score -2.275728e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -22757264.000000 Penalty: 14105.695312
	Iteration 74Q: 3 clusters Score -2.275726e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -22757288.000000 Penalty: 14105.695312
	Iteration 75Q: 3 clusters Score -2.275729e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -22757246.000000 Penalty: 14105.695312
	Iteration 76Q: 3 clusters Score -2.275725e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -22757260.000000 Penalty: 14105.695312
	Iteration 77Q: 3 clusters Score -2.275726e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -22757290.000000 Penalty: 14105.695312
	Iteration 78Q: 3 clusters Score -2.275729e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -22757262.000000 Penalty: 14105.695312
	Iteration 79Q: 3 clusters Score -2.275726e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -22757294.000000 Penalty: 14105.695312
	Iteration 80F: 3 clusters Score -2.275729e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -22757284.000000 Penalty: 14105.695312
	Iteration 81Q: 3 clusters Score -2.275728e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -22757258.000000 Penalty: 14105.695312
	Iteration 82Q: 3 clusters Score -2.275726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -22757244.000000 Penalty: 14105.695312
	Iteration 83Q: 3 clusters Score -2.275724e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -22757286.000000 Penalty: 14105.695312
	Iteration 84Q: 3 clusters Score -2.275729e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -22757272.000000 Penalty: 14105.695312
	Iteration 85Q: 3 clusters Score -2.275727e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -22757250.000000 Penalty: 14105.695312
	Iteration 86Q: 3 clusters Score -2.275725e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87612 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -22757280.000000 Penalty: 14105.695312
	Iteration 87Q: 3 clusters Score -2.275728e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -22757248.000000 Penalty: 14105.695312
	Iteration 88Q: 3 clusters Score -2.275725e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -22757272.000000 Penalty: 14105.695312
	Iteration 89Q: 3 clusters Score -2.275727e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -22757300.000000 Penalty: 14105.695312
	Iteration 90Q: 3 clusters Score -2.27573e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -22757286.000000 Penalty: 14105.695312
	Iteration 91Q: 3 clusters Score -2.275729e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -22757316.000000 Penalty: 14105.695312
	Iteration 92Q: 3 clusters Score -2.275732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -22757286.000000 Penalty: 14105.695312
	Iteration 93Q: 3 clusters Score -2.275729e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87861 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -22757300.000000 Penalty: 14105.695312
	Iteration 94Q: 3 clusters Score -2.27573e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -22757292.000000 Penalty: 14105.695312
	Iteration 95Q: 3 clusters Score -2.275729e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -22757304.000000 Penalty: 14105.695312
	Iteration 96Q: 3 clusters Score -2.27573e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87955 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -22757294.000000 Penalty: 14105.695312
	Iteration 97Q: 3 clusters Score -2.275729e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -22757296.000000 Penalty: 14105.695312
	Iteration 98Q: 3 clusters Score -2.27573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88033 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -22757286.000000 Penalty: 14105.695312
	Iteration 99Q: 3 clusters Score -2.275729e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -22757308.000000 Penalty: 14105.695312
	Iteration 100F: 3 clusters Score -2.275731e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88117 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -22757328.000000 Penalty: 14105.695312
	Iteration 101Q: 3 clusters Score -2.275733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -22757304.000000 Penalty: 14105.695312
	Iteration 102Q: 3 clusters Score -2.27573e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -22757292.000000 Penalty: 14105.695312
	Iteration 103Q: 3 clusters Score -2.275729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88229 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -22757290.000000 Penalty: 14105.695312
	Iteration 104Q: 3 clusters Score -2.275729e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -22757316.000000 Penalty: 14105.695312
	Iteration 105Q: 3 clusters Score -2.275732e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -22757346.000000 Penalty: 14105.695312
	Iteration 106Q: 3 clusters Score -2.275735e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -22757338.000000 Penalty: 14105.695312
	Iteration 107Q: 3 clusters Score -2.275734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -22757328.000000 Penalty: 14105.695312
	Iteration 108Q: 3 clusters Score -2.275733e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -22757338.000000 Penalty: 14105.695312
	Iteration 109Q: 3 clusters Score -2.275734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -22757342.000000 Penalty: 14105.695312
	Iteration 110Q: 3 clusters Score -2.275734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88404 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -22757332.000000 Penalty: 14105.695312
	Iteration 111Q: 3 clusters Score -2.275733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88430 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -22757342.000000 Penalty: 14105.695312
	Iteration 112Q: 3 clusters Score -2.275734e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -22757346.000000 Penalty: 14105.695312
	Iteration 113Q: 3 clusters Score -2.275735e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -22757344.000000 Penalty: 14105.695312
	Iteration 114Q: 3 clusters Score -2.275734e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -22757342.000000 Penalty: 14105.695312
	Iteration 115Q: 3 clusters Score -2.275734e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -22757348.000000 Penalty: 14105.695312
	Iteration 116Q: 3 clusters Score -2.275735e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -22757382.000000 Penalty: 14105.695312
	Iteration 117Q: 3 clusters Score -2.275738e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -22757382.000000 Penalty: 14105.695312
	Iteration 118Q: 3 clusters Score -2.275738e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -22757382.000000 Penalty: 14105.695312
	Iteration 119Q: 3 clusters Score -2.275738e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -22757386.000000 Penalty: 14105.695312
	Iteration 120F: 3 clusters Score -2.275739e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -22757386.000000 Penalty: 14105.695312
	Iteration 121Q: 3 clusters Score -2.275739e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -22757424.000000 Penalty: 14105.695312
	Iteration 122Q: 3 clusters Score -2.275742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -22757460.000000 Penalty: 14105.695312
	Iteration 123Q: 3 clusters Score -2.275746e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -22757468.000000 Penalty: 14105.695312
	Iteration 124Q: 3 clusters Score -2.275747e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88950 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -22757438.000000 Penalty: 14105.695312
	Iteration 125Q: 3 clusters Score -2.275744e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -22757424.000000 Penalty: 14105.695312
	Iteration 126Q: 3 clusters Score -2.275742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -22757422.000000 Penalty: 14105.695312
	Iteration 127Q: 3 clusters Score -2.275742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -22757464.000000 Penalty: 14105.695312
	Iteration 128Q: 3 clusters Score -2.275746e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -22757466.000000 Penalty: 14105.695312
	Iteration 129Q: 3 clusters Score -2.275747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -22757450.000000 Penalty: 14105.695312
	Iteration 130Q: 3 clusters Score -2.275745e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -22757456.000000 Penalty: 14105.695312
	Iteration 131Q: 3 clusters Score -2.275746e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -22757502.000000 Penalty: 14105.695312
	Iteration 132Q: 3 clusters Score -2.27575e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -22757528.000000 Penalty: 14105.695312
	Iteration 133Q: 3 clusters Score -2.275753e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -22757532.000000 Penalty: 14105.695312
	Iteration 134Q: 3 clusters Score -2.275753e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -22757590.000000 Penalty: 14105.695312
	Iteration 135Q: 3 clusters Score -2.275759e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89552 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -22757564.000000 Penalty: 14105.695312
	Iteration 136Q: 3 clusters Score -2.275756e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -22757562.000000 Penalty: 14105.695312
	Iteration 137Q: 3 clusters Score -2.275756e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -22757556.000000 Penalty: 14105.695312
	Iteration 138Q: 3 clusters Score -2.275756e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -22757608.000000 Penalty: 14105.695312
	Iteration 139Q: 3 clusters Score -2.275761e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -22757650.000000 Penalty: 14105.695312
	Iteration 140F: 3 clusters Score -2.275765e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -22757652.000000 Penalty: 14105.695312
	Iteration 141Q: 3 clusters Score -2.275765e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -22757658.000000 Penalty: 14105.695312
	Iteration 142Q: 3 clusters Score -2.275766e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -22757650.000000 Penalty: 14105.695312
	Iteration 143Q: 3 clusters Score -2.275765e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -22757670.000000 Penalty: 14105.695312
	Iteration 144Q: 3 clusters Score -2.275767e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -22757644.000000 Penalty: 14105.695312
	Iteration 145Q: 3 clusters Score -2.275764e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -22757644.000000 Penalty: 14105.695312
	Iteration 146Q: 3 clusters Score -2.275764e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -22757652.000000 Penalty: 14105.695312
	Iteration 147Q: 3 clusters Score -2.275765e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -22757678.000000 Penalty: 14105.695312
	Iteration 148Q: 3 clusters Score -2.275768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -22757638.000000 Penalty: 14105.695312
	Iteration 149Q: 3 clusters Score -2.275764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -22757686.000000 Penalty: 14105.695312
	Iteration 150Q: 3 clusters Score -2.275769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -22757688.000000 Penalty: 14105.695312
	Iteration 151Q: 3 clusters Score -2.275769e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90326 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -22757702.000000 Penalty: 14105.695312
	Iteration 152Q: 3 clusters Score -2.27577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -22757710.000000 Penalty: 14105.695312
	Iteration 153Q: 3 clusters Score -2.275771e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90370 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -22757688.000000 Penalty: 14105.695312
	Iteration 154Q: 3 clusters Score -2.275769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90399 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -22757652.000000 Penalty: 14105.695312
	Iteration 155Q: 3 clusters Score -2.275765e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -22757656.000000 Penalty: 14105.695312
	Iteration 156Q: 3 clusters Score -2.275766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -22757690.000000 Penalty: 14105.695312
	Iteration 157Q: 3 clusters Score -2.275769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -22757700.000000 Penalty: 14105.695312
	Iteration 158Q: 3 clusters Score -2.27577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -22757730.000000 Penalty: 14105.695312
	Iteration 159Q: 3 clusters Score -2.275773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90467 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -22757752.000000 Penalty: 14105.695312
	Iteration 160F: 3 clusters Score -2.275775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -22757768.000000 Penalty: 14105.695312
	Iteration 161Q: 3 clusters Score -2.275777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -22757746.000000 Penalty: 14105.695312
	Iteration 162Q: 3 clusters Score -2.275775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -22757724.000000 Penalty: 14105.695312
	Iteration 163Q: 3 clusters Score -2.275772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -22757724.000000 Penalty: 14105.695312
	Iteration 164Q: 3 clusters Score -2.275772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -22757724.000000 Penalty: 14105.695312
	Iteration 165Q: 3 clusters Score -2.275772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -22757738.000000 Penalty: 14105.695312
	Iteration 166Q: 3 clusters Score -2.275774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -22757746.000000 Penalty: 14105.695312
	Iteration 167Q: 3 clusters Score -2.275775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -22757750.000000 Penalty: 14105.695312
	Iteration 168Q: 3 clusters Score -2.275775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -22757746.000000 Penalty: 14105.695312
	Iteration 169Q: 3 clusters Score -2.275775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90538 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -22757732.000000 Penalty: 14105.695312
	Iteration 170Q: 3 clusters Score -2.275773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -22757730.000000 Penalty: 14105.695312
	Iteration 171Q: 3 clusters Score -2.275773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -22757738.000000 Penalty: 14105.695312
	Iteration 172Q: 3 clusters Score -2.275774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -22757730.000000 Penalty: 14105.695312
	Iteration 173Q: 3 clusters Score -2.275773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90548 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -22757734.000000 Penalty: 14105.695312
	Iteration 174Q: 3 clusters Score -2.275773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -22757732.000000 Penalty: 14105.695312
	Iteration 175Q: 3 clusters Score -2.275773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -22757732.000000 Penalty: 14105.695312
	Iteration 176F: 3 clusters Score -2.275773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -188101.937500 Penalty: 4172.561523
	Iteration 0F: 2 clusters Score -188101.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -184325.687500 Penalty: 8345.123047
	Iteration 0F: 3 clusters Score -184325.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -184695.828125 Penalty: 8345.123047
	Iteration 1F: 3 clusters Score -184695.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -184798.281250 Penalty: 8345.123047
	Iteration 2Q: 3 clusters Score -184798.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -184864.921875 Penalty: 8345.123047
	Iteration 3Q: 3 clusters Score -184864.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -184893.031250 Penalty: 8345.123047
	Iteration 4Q: 3 clusters Score -184893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -184910.000000 Penalty: 8345.123047
	Iteration 5Q: 3 clusters Score -184910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -184921.218750 Penalty: 8345.123047
	Iteration 6Q: 3 clusters Score -184921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -184929.671875 Penalty: 8345.123047
	Iteration 7Q: 3 clusters Score -184929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -184931.593750 Penalty: 8345.123047
	Iteration 8Q: 3 clusters Score -184931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -184932.437500 Penalty: 8345.123047
	Iteration 9Q: 3 clusters Score -184932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -184932.437500 Penalty: 8345.123047
	Iteration 10F: 3 clusters Score -184932.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Entering Unmasked Estep 
Score: -1743917.375000 Penalty: 5501.433594
	Iteration 0F: 2 clusters Score -1743917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1734999.875000 Penalty: 11002.867188
	Iteration 0F: 3 clusters Score -1735000 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1736729.625000 Penalty: 11002.867188
	Iteration 1F: 3 clusters Score -1736730 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1737137.750000 Penalty: 11002.867188
	Iteration 2F: 3 clusters Score -1737138 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1737395.250000 Penalty: 11002.867188
	Iteration 3Q: 3 clusters Score -1737395 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1737567.875000 Penalty: 11002.867188
	Iteration 4Q: 3 clusters Score -1737568 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1737701.625000 Penalty: 11002.867188
	Iteration 5Q: 3 clusters Score -1737702 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1737809.000000 Penalty: 11002.867188
	Iteration 6Q: 3 clusters Score -1737809 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1737914.125000 Penalty: 11002.867188
	Iteration 7Q: 3 clusters Score -1737914 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1738000.375000 Penalty: 11002.867188
	Iteration 8Q: 3 clusters Score -1738000 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1738097.750000 Penalty: 11002.867188
	Iteration 9Q: 3 clusters Score -1738098 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1738173.500000 Penalty: 11002.867188
	Iteration 10Q: 3 clusters Score -1738174 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1738232.625000 Penalty: 11002.867188
	Iteration 11Q: 3 clusters Score -1738233 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1738282.375000 Penalty: 11002.867188
	Iteration 12Q: 3 clusters Score -1738282 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1738331.250000 Penalty: 11002.867188
	Iteration 13Q: 3 clusters Score -1738331 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1738393.250000 Penalty: 11002.867188
	Iteration 14Q: 3 clusters Score -1738393 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1738441.125000 Penalty: 11002.867188
	Iteration 15Q: 3 clusters Score -1738441 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1738492.000000 Penalty: 11002.867188
	Iteration 16Q: 3 clusters Score -1738492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1738523.750000 Penalty: 11002.867188
	Iteration 17Q: 3 clusters Score -1738524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1738557.750000 Penalty: 11002.867188
	Iteration 18Q: 3 clusters Score -1738558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1738603.250000 Penalty: 11002.867188
	Iteration 19Q: 3 clusters Score -1738603 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1738644.375000 Penalty: 11002.867188
	Iteration 20F: 3 clusters Score -1738644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1738680.000000 Penalty: 11002.867188
	Iteration 21Q: 3 clusters Score -1738680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1738718.000000 Penalty: 11002.867188
	Iteration 22Q: 3 clusters Score -1738718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1738749.500000 Penalty: 11002.867188
	Iteration 23Q: 3 clusters Score -1738750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1738770.875000 Penalty: 11002.867188
	Iteration 24Q: 3 clusters Score -1738771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1738791.750000 Penalty: 11002.867188
	Iteration 25Q: 3 clusters Score -1738792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1738821.125000 Penalty: 11002.867188
	Iteration 26Q: 3 clusters Score -1738821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1738836.625000 Penalty: 11002.867188
	Iteration 27Q: 3 clusters Score -1738837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1738845.375000 Penalty: 11002.867188
	Iteration 28Q: 3 clusters Score -1738845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1738855.125000 Penalty: 11002.867188
	Iteration 29Q: 3 clusters Score -1738855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1738866.750000 Penalty: 11002.867188
	Iteration 30Q: 3 clusters Score -1738867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1738872.375000 Penalty: 11002.867188
	Iteration 31Q: 3 clusters Score -1738872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1738874.125000 Penalty: 11002.867188
	Iteration 32Q: 3 clusters Score -1738874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1738885.250000 Penalty: 11002.867188
	Iteration 33Q: 3 clusters Score -1738885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1738897.250000 Penalty: 11002.867188
	Iteration 34Q: 3 clusters Score -1738897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1738903.375000 Penalty: 11002.867188
	Iteration 35Q: 3 clusters Score -1738903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1738915.500000 Penalty: 11002.867188
	Iteration 36Q: 3 clusters Score -1738916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1738923.625000 Penalty: 11002.867188
	Iteration 37Q: 3 clusters Score -1738924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1738926.250000 Penalty: 11002.867188
	Iteration 38Q: 3 clusters Score -1738926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1738937.625000 Penalty: 11002.867188
	Iteration 39Q: 3 clusters Score -1738938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1738951.125000 Penalty: 11002.867188
	Iteration 40F: 3 clusters Score -1738951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1738965.250000 Penalty: 11002.867188
	Iteration 41Q: 3 clusters Score -1738965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1738977.250000 Penalty: 11002.867188
	Iteration 42Q: 3 clusters Score -1738977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1738990.500000 Penalty: 11002.867188
	Iteration 43Q: 3 clusters Score -1738990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1739003.375000 Penalty: 11002.867188
	Iteration 44Q: 3 clusters Score -1739003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1739008.500000 Penalty: 11002.867188
	Iteration 45Q: 3 clusters Score -1739008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1739012.375000 Penalty: 11002.867188
	Iteration 46Q: 3 clusters Score -1739012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1739024.500000 Penalty: 11002.867188
	Iteration 47Q: 3 clusters Score -1739024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1739032.125000 Penalty: 11002.867188
	Iteration 48Q: 3 clusters Score -1739032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1739044.250000 Penalty: 11002.867188
	Iteration 49Q: 3 clusters Score -1739044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1739053.125000 Penalty: 11002.867188
	Iteration 50Q: 3 clusters Score -1739053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1739063.250000 Penalty: 11002.867188
	Iteration 51Q: 3 clusters Score -1739063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1739072.500000 Penalty: 11002.867188
	Iteration 52Q: 3 clusters Score -1739072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1739078.250000 Penalty: 11002.867188
	Iteration 53Q: 3 clusters Score -1739078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1739084.375000 Penalty: 11002.867188
	Iteration 54Q: 3 clusters Score -1739084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1739089.875000 Penalty: 11002.867188
	Iteration 55Q: 3 clusters Score -1739090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1739094.875000 Penalty: 11002.867188
	Iteration 56Q: 3 clusters Score -1739095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1739104.500000 Penalty: 11002.867188
	Iteration 57Q: 3 clusters Score -1739104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1739107.500000 Penalty: 11002.867188
	Iteration 58Q: 3 clusters Score -1739108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1739107.500000 Penalty: 11002.867188
	Iteration 59Q: 3 clusters Score -1739108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1739114.125000 Penalty: 11002.867188
	Iteration 60F: 3 clusters Score -1739114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1739117.875000 Penalty: 11002.867188
	Iteration 61Q: 3 clusters Score -1739118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1739122.625000 Penalty: 11002.867188
	Iteration 62Q: 3 clusters Score -1739123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1739127.625000 Penalty: 11002.867188
	Iteration 63Q: 3 clusters Score -1739128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1739137.250000 Penalty: 11002.867188
	Iteration 64Q: 3 clusters Score -1739137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1739144.750000 Penalty: 11002.867188
	Iteration 65Q: 3 clusters Score -1739145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1739151.250000 Penalty: 11002.867188
	Iteration 66Q: 3 clusters Score -1739151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1739152.125000 Penalty: 11002.867188
	Iteration 67Q: 3 clusters Score -1739152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1739153.750000 Penalty: 11002.867188
	Iteration 68Q: 3 clusters Score -1739154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1739157.000000 Penalty: 11002.867188
	Iteration 69Q: 3 clusters Score -1739157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1739155.375000 Penalty: 11002.867188
	Iteration 70Q: 3 clusters Score -1739155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1739158.750000 Penalty: 11002.867188
	Iteration 71Q: 3 clusters Score -1739159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1739157.375000 Penalty: 11002.867188
	Iteration 72Q: 3 clusters Score -1739157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1739158.375000 Penalty: 11002.867188
	Iteration 73Q: 3 clusters Score -1739158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1739161.000000 Penalty: 11002.867188
	Iteration 74Q: 3 clusters Score -1739161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1739165.875000 Penalty: 11002.867188
	Iteration 75Q: 3 clusters Score -1739166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1739168.625000 Penalty: 11002.867188
	Iteration 76Q: 3 clusters Score -1739169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1739175.500000 Penalty: 11002.867188
	Iteration 77Q: 3 clusters Score -1739176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1739180.500000 Penalty: 11002.867188
	Iteration 78Q: 3 clusters Score -1739180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1739187.250000 Penalty: 11002.867188
	Iteration 79Q: 3 clusters Score -1739187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1739188.875000 Penalty: 11002.867188
	Iteration 80F: 3 clusters Score -1739189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1739189.750000 Penalty: 11002.867188
	Iteration 81Q: 3 clusters Score -1739190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1739190.625000 Penalty: 11002.867188
	Iteration 82Q: 3 clusters Score -1739191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1739196.125000 Penalty: 11002.867188
	Iteration 83Q: 3 clusters Score -1739196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1739198.000000 Penalty: 11002.867188
	Iteration 84Q: 3 clusters Score -1739198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1739201.250000 Penalty: 11002.867188
	Iteration 85Q: 3 clusters Score -1739201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1739205.500000 Penalty: 11002.867188
	Iteration 86Q: 3 clusters Score -1739206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1739206.375000 Penalty: 11002.867188
	Iteration 87Q: 3 clusters Score -1739206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1739209.875000 Penalty: 11002.867188
	Iteration 88Q: 3 clusters Score -1739210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1739210.750000 Penalty: 11002.867188
	Iteration 89Q: 3 clusters Score -1739211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1739211.875000 Penalty: 11002.867188
	Iteration 90Q: 3 clusters Score -1739212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1739214.875000 Penalty: 11002.867188
	Iteration 91Q: 3 clusters Score -1739215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1739213.625000 Penalty: 11002.867188
	Iteration 92Q: 3 clusters Score -1739214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1739220.875000 Penalty: 11002.867188
	Iteration 93Q: 3 clusters Score -1739221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1739220.875000 Penalty: 11002.867188
	Iteration 94Q: 3 clusters Score -1739221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1739224.625000 Penalty: 11002.867188
	Iteration 95Q: 3 clusters Score -1739225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1739225.625000 Penalty: 11002.867188
	Iteration 96Q: 3 clusters Score -1739226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1739226.625000 Penalty: 11002.867188
	Iteration 97Q: 3 clusters Score -1739227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1739226.125000 Penalty: 11002.867188
	Iteration 98Q: 3 clusters Score -1739226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1739228.625000 Penalty: 11002.867188
	Iteration 99Q: 3 clusters Score -1739229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1739233.250000 Penalty: 11002.867188
	Iteration 100F: 3 clusters Score -1739233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1739234.000000 Penalty: 11002.867188
	Iteration 101Q: 3 clusters Score -1739234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1739235.875000 Penalty: 11002.867188
	Iteration 102Q: 3 clusters Score -1739236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1739235.875000 Penalty: 11002.867188
	Iteration 103F: 3 clusters Score -1739236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Entering Unmasked Estep 
Score: -13643890.000000 Penalty: 6768.241699
	Iteration 0F: 2 clusters Score -1.364389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -13599912.000000 Penalty: 13536.483398
	Iteration 0F: 3 clusters Score -1.359991e+07 nChanged 28076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -13616174.000000 Penalty: 13536.483398
	Iteration 1F: 3 clusters Score -1.361617e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -13618832.000000 Penalty: 13536.483398
	Iteration 2F: 3 clusters Score -1.361883e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -13622456.000000 Penalty: 13536.483398
	Iteration 3F: 3 clusters Score -1.362246e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -13626595.000000 Penalty: 13536.483398
	Iteration 4F: 3 clusters Score -1.36266e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -13630026.000000 Penalty: 13536.483398
	Iteration 5F: 3 clusters Score -1.363003e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -13632406.000000 Penalty: 13536.483398
	Iteration 6F: 3 clusters Score -1.363241e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -13634079.000000 Penalty: 13536.483398
	Iteration 7Q: 3 clusters Score -1.363408e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -13635276.000000 Penalty: 13536.483398
	Iteration 8Q: 3 clusters Score -1.363528e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -13635979.000000 Penalty: 13536.483398
	Iteration 9Q: 3 clusters Score -1.363598e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -13636555.000000 Penalty: 13536.483398
	Iteration 10Q: 3 clusters Score -1.363656e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -13636908.000000 Penalty: 13536.483398
	Iteration 11Q: 3 clusters Score -1.363691e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -13637296.000000 Penalty: 13536.483398
	Iteration 12Q: 3 clusters Score -1.36373e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -13637616.000000 Penalty: 13536.483398
	Iteration 13Q: 3 clusters Score -1.363762e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -13637950.000000 Penalty: 13536.483398
	Iteration 14Q: 3 clusters Score -1.363795e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -13638123.000000 Penalty: 13536.483398
	Iteration 15Q: 3 clusters Score -1.363812e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -13638381.000000 Penalty: 13536.483398
	Iteration 16Q: 3 clusters Score -1.363838e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -13638579.000000 Penalty: 13536.483398
	Iteration 17Q: 3 clusters Score -1.363858e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -13638698.000000 Penalty: 13536.483398
	Iteration 18Q: 3 clusters Score -1.36387e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -13638892.000000 Penalty: 13536.483398
	Iteration 19Q: 3 clusters Score -1.363889e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -13639021.000000 Penalty: 13536.483398
	Iteration 20F: 3 clusters Score -1.363902e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -13639121.000000 Penalty: 13536.483398
	Iteration 21Q: 3 clusters Score -1.363912e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -13639231.000000 Penalty: 13536.483398
	Iteration 22Q: 3 clusters Score -1.363923e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -13639295.000000 Penalty: 13536.483398
	Iteration 23Q: 3 clusters Score -1.36393e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -13639380.000000 Penalty: 13536.483398
	Iteration 24Q: 3 clusters Score -1.363938e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -13639450.000000 Penalty: 13536.483398
	Iteration 25Q: 3 clusters Score -1.363945e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -13639543.000000 Penalty: 13536.483398
	Iteration 26Q: 3 clusters Score -1.363954e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -13639625.000000 Penalty: 13536.483398
	Iteration 27Q: 3 clusters Score -1.363962e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -13639695.000000 Penalty: 13536.483398
	Iteration 28Q: 3 clusters Score -1.36397e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -13639784.000000 Penalty: 13536.483398
	Iteration 29Q: 3 clusters Score -1.363978e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -13639847.000000 Penalty: 13536.483398
	Iteration 30Q: 3 clusters Score -1.363985e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -13639925.000000 Penalty: 13536.483398
	Iteration 31Q: 3 clusters Score -1.363992e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -13640015.000000 Penalty: 13536.483398
	Iteration 32Q: 3 clusters Score -1.364002e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -13640136.000000 Penalty: 13536.483398
	Iteration 33Q: 3 clusters Score -1.364014e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -13640276.000000 Penalty: 13536.483398
	Iteration 34Q: 3 clusters Score -1.364028e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -13640351.000000 Penalty: 13536.483398
	Iteration 35Q: 3 clusters Score -1.364035e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -13640444.000000 Penalty: 13536.483398
	Iteration 36Q: 3 clusters Score -1.364044e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -13640556.000000 Penalty: 13536.483398
	Iteration 37Q: 3 clusters Score -1.364056e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -13640652.000000 Penalty: 13536.483398
	Iteration 38Q: 3 clusters Score -1.364065e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -13640745.000000 Penalty: 13536.483398
	Iteration 39Q: 3 clusters Score -1.364074e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -13640837.000000 Penalty: 13536.483398
	Iteration 40F: 3 clusters Score -1.364084e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -13640937.000000 Penalty: 13536.483398
	Iteration 41Q: 3 clusters Score -1.364094e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -13641012.000000 Penalty: 13536.483398
	Iteration 42Q: 3 clusters Score -1.364101e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -13641047.000000 Penalty: 13536.483398
	Iteration 43Q: 3 clusters Score -1.364105e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -13641113.000000 Penalty: 13536.483398
	Iteration 44Q: 3 clusters Score -1.364111e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -13641166.000000 Penalty: 13536.483398
	Iteration 45Q: 3 clusters Score -1.364117e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -13641151.000000 Penalty: 13536.483398
	Iteration 46Q: 3 clusters Score -1.364115e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -13641188.000000 Penalty: 13536.483398
	Iteration 47Q: 3 clusters Score -1.364119e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -13641205.000000 Penalty: 13536.483398
	Iteration 48Q: 3 clusters Score -1.36412e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -13641192.000000 Penalty: 13536.483398
	Iteration 49Q: 3 clusters Score -1.364119e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -13641217.000000 Penalty: 13536.483398
	Iteration 50Q: 3 clusters Score -1.364122e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -13641205.000000 Penalty: 13536.483398
	Iteration 51Q: 3 clusters Score -1.36412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -13641219.000000 Penalty: 13536.483398
	Iteration 52Q: 3 clusters Score -1.364122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -13641221.000000 Penalty: 13536.483398
	Iteration 53Q: 3 clusters Score -1.364122e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -13641236.000000 Penalty: 13536.483398
	Iteration 54Q: 3 clusters Score -1.364124e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -13641251.000000 Penalty: 13536.483398
	Iteration 55Q: 3 clusters Score -1.364125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -13641224.000000 Penalty: 13536.483398
	Iteration 56Q: 3 clusters Score -1.364122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -13641242.000000 Penalty: 13536.483398
	Iteration 57Q: 3 clusters Score -1.364124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -13641238.000000 Penalty: 13536.483398
	Iteration 58Q: 3 clusters Score -1.364124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -13641263.000000 Penalty: 13536.483398
	Iteration 59Q: 3 clusters Score -1.364126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -13641259.000000 Penalty: 13536.483398
	Iteration 60F: 3 clusters Score -1.364126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -13641285.000000 Penalty: 13536.483398
	Iteration 61Q: 3 clusters Score -1.364128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -13641267.000000 Penalty: 13536.483398
	Iteration 62Q: 3 clusters Score -1.364127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -13641265.000000 Penalty: 13536.483398
	Iteration 63Q: 3 clusters Score -1.364126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -13641272.000000 Penalty: 13536.483398
	Iteration 64Q: 3 clusters Score -1.364127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -13641275.000000 Penalty: 13536.483398
	Iteration 65Q: 3 clusters Score -1.364128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -13641270.000000 Penalty: 13536.483398
	Iteration 66Q: 3 clusters Score -1.364127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -13641260.000000 Penalty: 13536.483398
	Iteration 67Q: 3 clusters Score -1.364126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -13641274.000000 Penalty: 13536.483398
	Iteration 68Q: 3 clusters Score -1.364127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -13641272.000000 Penalty: 13536.483398
	Iteration 69Q: 3 clusters Score -1.364127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -13641264.000000 Penalty: 13536.483398
	Iteration 70Q: 3 clusters Score -1.364126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -13641263.000000 Penalty: 13536.483398
	Iteration 71Q: 3 clusters Score -1.364126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -13641271.000000 Penalty: 13536.483398
	Iteration 72Q: 3 clusters Score -1.364127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -13641275.000000 Penalty: 13536.483398
	Iteration 73Q: 3 clusters Score -1.364128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -13641272.000000 Penalty: 13536.483398
	Iteration 74Q: 3 clusters Score -1.364127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -13641272.000000 Penalty: 13536.483398
	Iteration 75F: 3 clusters Score -1.364127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Entering Unmasked Estep 
Score: -3518334.000000 Penalty: 5916.133301
	Iteration 0F: 2 clusters Score -3518334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3504580.250000 Penalty: 11832.266602
	Iteration 0F: 3 clusters Score -3504580 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3508043.000000 Penalty: 11832.266602
	Iteration 1F: 3 clusters Score -3508043 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3508747.500000 Penalty: 11832.266602
	Iteration 2F: 3 clusters Score -3508748 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3509386.000000 Penalty: 11832.266602
	Iteration 3F: 3 clusters Score -3509386 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -3510047.500000 Penalty: 11832.266602
	Iteration 4F: 3 clusters Score -3510048 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3510777.750000 Penalty: 11832.266602
	Iteration 5F: 3 clusters Score -3510778 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -3511484.000000 Penalty: 11832.266602
	Iteration 6F: 3 clusters Score -3511484 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3512176.250000 Penalty: 11832.266602
	Iteration 7F: 3 clusters Score -3512176 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3512916.750000 Penalty: 11832.266602
	Iteration 8F: 3 clusters Score -3512917 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3513513.750000 Penalty: 11832.266602
	Iteration 9Q: 3 clusters Score -3513514 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3513999.000000 Penalty: 11832.266602
	Iteration 10Q: 3 clusters Score -3513999 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3514328.750000 Penalty: 11832.266602
	Iteration 11Q: 3 clusters Score -3514329 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3514553.500000 Penalty: 11832.266602
	Iteration 12Q: 3 clusters Score -3514554 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3514714.500000 Penalty: 11832.266602
	Iteration 13Q: 3 clusters Score -3514714 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3514846.500000 Penalty: 11832.266602
	Iteration 14Q: 3 clusters Score -3514846 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3514966.000000 Penalty: 11832.266602
	Iteration 15Q: 3 clusters Score -3514966 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3515047.250000 Penalty: 11832.266602
	Iteration 16Q: 3 clusters Score -3515047 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3515095.250000 Penalty: 11832.266602
	Iteration 17Q: 3 clusters Score -3515095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3515142.250000 Penalty: 11832.266602
	Iteration 18Q: 3 clusters Score -3515142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3515184.750000 Penalty: 11832.266602
	Iteration 19Q: 3 clusters Score -3515185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3515205.750000 Penalty: 11832.266602
	Iteration 20F: 3 clusters Score -3515206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3515223.000000 Penalty: 11832.266602
	Iteration 21Q: 3 clusters Score -3515223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3515240.500000 Penalty: 11832.266602
	Iteration 22Q: 3 clusters Score -3515240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3515259.000000 Penalty: 11832.266602
	Iteration 23Q: 3 clusters Score -3515259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3515266.500000 Penalty: 11832.266602
	Iteration 24Q: 3 clusters Score -3515266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3515274.250000 Penalty: 11832.266602
	Iteration 25Q: 3 clusters Score -3515274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3515279.000000 Penalty: 11832.266602
	Iteration 26Q: 3 clusters Score -3515279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3515283.500000 Penalty: 11832.266602
	Iteration 27Q: 3 clusters Score -3515284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3515281.000000 Penalty: 11832.266602
	Iteration 28Q: 3 clusters Score -3515281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3515284.250000 Penalty: 11832.266602
	Iteration 29Q: 3 clusters Score -3515284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3515285.000000 Penalty: 11832.266602
	Iteration 30Q: 3 clusters Score -3515285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3515290.250000 Penalty: 11832.266602
	Iteration 31Q: 3 clusters Score -3515290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3515287.000000 Penalty: 11832.266602
	Iteration 32Q: 3 clusters Score -3515287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3515295.750000 Penalty: 11832.266602
	Iteration 33Q: 3 clusters Score -3515296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3515297.750000 Penalty: 11832.266602
	Iteration 34Q: 3 clusters Score -3515298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3515298.500000 Penalty: 11832.266602
	Iteration 35Q: 3 clusters Score -3515298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3515299.000000 Penalty: 11832.266602
	Iteration 36Q: 3 clusters Score -3515299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3515300.750000 Penalty: 11832.266602
	Iteration 37Q: 3 clusters Score -3515301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3515309.500000 Penalty: 11832.266602
	Iteration 38Q: 3 clusters Score -3515310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3515307.750000 Penalty: 11832.266602
	Iteration 39Q: 3 clusters Score -3515308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3515314.750000 Penalty: 11832.266602
	Iteration 40F: 3 clusters Score -3515315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3515317.750000 Penalty: 11832.266602
	Iteration 41Q: 3 clusters Score -3515318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3515317.750000 Penalty: 11832.266602
	Iteration 42F: 3 clusters Score -3515318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Entering Unmasked Estep 
Score: -2162090.500000 Penalty: 5631.641113
	Iteration 0F: 2 clusters Score -2162090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2151996.750000 Penalty: 11263.282227
	Iteration 0F: 3 clusters Score -2151997 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2154111.500000 Penalty: 11263.282227
	Iteration 1F: 3 clusters Score -2154112 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2154681.000000 Penalty: 11263.282227
	Iteration 2F: 3 clusters Score -2154681 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2155075.000000 Penalty: 11263.282227
	Iteration 3F: 3 clusters Score -2155075 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2155424.500000 Penalty: 11263.282227
	Iteration 4Q: 3 clusters Score -2155424 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2155753.250000 Penalty: 11263.282227
	Iteration 5Q: 3 clusters Score -2155753 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2156078.500000 Penalty: 11263.282227
	Iteration 6Q: 3 clusters Score -2156078 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2156360.250000 Penalty: 11263.282227
	Iteration 7Q: 3 clusters Score -2156360 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2156664.750000 Penalty: 11263.282227
	Iteration 8Q: 3 clusters Score -2156665 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2156919.500000 Penalty: 11263.282227
	Iteration 9Q: 3 clusters Score -2156920 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2157158.000000 Penalty: 11263.282227
	Iteration 10Q: 3 clusters Score -2157158 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2157384.750000 Penalty: 11263.282227
	Iteration 11Q: 3 clusters Score -2157385 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2157581.250000 Penalty: 11263.282227
	Iteration 12Q: 3 clusters Score -2157581 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2157737.750000 Penalty: 11263.282227
	Iteration 13Q: 3 clusters Score -2157738 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2157882.500000 Penalty: 11263.282227
	Iteration 14Q: 3 clusters Score -2157882 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2157994.500000 Penalty: 11263.282227
	Iteration 15Q: 3 clusters Score -2157994 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2158097.250000 Penalty: 11263.282227
	Iteration 16Q: 3 clusters Score -2158097 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2158179.000000 Penalty: 11263.282227
	Iteration 17Q: 3 clusters Score -2158179 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2158224.500000 Penalty: 11263.282227
	Iteration 18Q: 3 clusters Score -2158224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2158265.500000 Penalty: 11263.282227
	Iteration 19Q: 3 clusters Score -2158266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2158285.000000 Penalty: 11263.282227
	Iteration 20F: 3 clusters Score -2158285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2158309.000000 Penalty: 11263.282227
	Iteration 21Q: 3 clusters Score -2158309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2158324.500000 Penalty: 11263.282227
	Iteration 22Q: 3 clusters Score -2158324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2158331.750000 Penalty: 11263.282227
	Iteration 23Q: 3 clusters Score -2158332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2158343.750000 Penalty: 11263.282227
	Iteration 24Q: 3 clusters Score -2158344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2158347.000000 Penalty: 11263.282227
	Iteration 25Q: 3 clusters Score -2158347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2158351.750000 Penalty: 11263.282227
	Iteration 26Q: 3 clusters Score -2158352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2158355.500000 Penalty: 11263.282227
	Iteration 27Q: 3 clusters Score -2158356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2158356.000000 Penalty: 11263.282227
	Iteration 28Q: 3 clusters Score -2158356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2158364.750000 Penalty: 11263.282227
	Iteration 29Q: 3 clusters Score -2158365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2158365.000000 Penalty: 11263.282227
	Iteration 30Q: 3 clusters Score -2158365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2158363.750000 Penalty: 11263.282227
	Iteration 31Q: 3 clusters Score -2158364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2158365.000000 Penalty: 11263.282227
	Iteration 32Q: 3 clusters Score -2158365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2158366.750000 Penalty: 11263.282227
	Iteration 33Q: 3 clusters Score -2158367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2158367.750000 Penalty: 11263.282227
	Iteration 34Q: 3 clusters Score -2158368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2158369.000000 Penalty: 11263.282227
	Iteration 35Q: 3 clusters Score -2158369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2158371.750000 Penalty: 11263.282227
	Iteration 36Q: 3 clusters Score -2158372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2158371.750000 Penalty: 11263.282227
	Iteration 37F: 3 clusters Score -2158372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Entering Unmasked Estep 
Score: -16741905.000000 Penalty: 6860.574219
	Iteration 0F: 2 clusters Score -1.67419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -16691303.000000 Penalty: 13721.148438
	Iteration 0F: 3 clusters Score -1.66913e+07 nChanged 32955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -16709113.000000 Penalty: 13721.148438
	Iteration 1F: 3 clusters Score -1.670911e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -16710358.000000 Penalty: 13721.148438
	Iteration 2Q: 3 clusters Score -1.671036e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -16711425.000000 Penalty: 13721.148438
	Iteration 3Q: 3 clusters Score -1.671142e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -16712588.000000 Penalty: 13721.148438
	Iteration 4Q: 3 clusters Score -1.671259e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -16713882.000000 Penalty: 13721.148438
	Iteration 5Q: 3 clusters Score -1.671388e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -16715716.000000 Penalty: 13721.148438
	Iteration 6Q: 3 clusters Score -1.671572e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -16718428.000000 Penalty: 13721.148438
	Iteration 7F: 3 clusters Score -1.671843e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -16721930.000000 Penalty: 13721.148438
	Iteration 8F: 3 clusters Score -1.672193e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -16726156.000000 Penalty: 13721.148438
	Iteration 9F: 3 clusters Score -1.672616e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -16729999.000000 Penalty: 13721.148438
	Iteration 10F: 3 clusters Score -1.673e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -16732811.000000 Penalty: 13721.148438
	Iteration 11Q: 3 clusters Score -1.673281e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -16734398.000000 Penalty: 13721.148438
	Iteration 12Q: 3 clusters Score -1.67344e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71621 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -16735064.000000 Penalty: 13721.148438
	Iteration 13Q: 3 clusters Score -1.673506e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16735498.000000 Penalty: 13721.148438
	Iteration 14Q: 3 clusters Score -1.67355e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72120 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -16735732.000000 Penalty: 13721.148438
	Iteration 15Q: 3 clusters Score -1.673573e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -16735860.000000 Penalty: 13721.148438
	Iteration 16Q: 3 clusters Score -1.673586e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16735979.000000 Penalty: 13721.148438
	Iteration 17Q: 3 clusters Score -1.673598e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16736031.000000 Penalty: 13721.148438
	Iteration 18Q: 3 clusters Score -1.673603e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -16736064.000000 Penalty: 13721.148438
	Iteration 19Q: 3 clusters Score -1.673606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16736069.000000 Penalty: 13721.148438
	Iteration 20F: 3 clusters Score -1.673607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16736076.000000 Penalty: 13721.148438
	Iteration 21Q: 3 clusters Score -1.673608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -16736092.000000 Penalty: 13721.148438
	Iteration 22Q: 3 clusters Score -1.673609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16736095.000000 Penalty: 13721.148438
	Iteration 23Q: 3 clusters Score -1.67361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16736094.000000 Penalty: 13721.148438
	Iteration 24Q: 3 clusters Score -1.673609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -16736089.000000 Penalty: 13721.148438
	Iteration 25Q: 3 clusters Score -1.673609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16736092.000000 Penalty: 13721.148438
	Iteration 26Q: 3 clusters Score -1.673609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -16736099.000000 Penalty: 13721.148438
	Iteration 27Q: 3 clusters Score -1.67361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -16736099.000000 Penalty: 13721.148438
	Iteration 28F: 3 clusters Score -1.67361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Entering Unmasked Estep 
Score: -9465099.000000 Penalty: 6528.723145
	Iteration 0F: 2 clusters Score -9465099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -9434310.000000 Penalty: 13057.446289
	Iteration 0F: 3 clusters Score -9434310 nChanged 18590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -9444653.000000 Penalty: 13057.446289
	Iteration 1F: 3 clusters Score -9444653 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -9445958.000000 Penalty: 13057.446289
	Iteration 2F: 3 clusters Score -9445958 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -9447299.000000 Penalty: 13057.446289
	Iteration 3F: 3 clusters Score -9447299 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -9448624.000000 Penalty: 13057.446289
	Iteration 4F: 3 clusters Score -9448624 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -9449746.000000 Penalty: 13057.446289
	Iteration 5F: 3 clusters Score -9449746 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -9450769.000000 Penalty: 13057.446289
	Iteration 6Q: 3 clusters Score -9450769 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -9451615.000000 Penalty: 13057.446289
	Iteration 7Q: 3 clusters Score -9451615 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -9452514.000000 Penalty: 13057.446289
	Iteration 8Q: 3 clusters Score -9452514 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -9453352.000000 Penalty: 13057.446289
	Iteration 9Q: 3 clusters Score -9453352 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -9454099.000000 Penalty: 13057.446289
	Iteration 10Q: 3 clusters Score -9454099 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -9454817.000000 Penalty: 13057.446289
	Iteration 11Q: 3 clusters Score -9454817 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -9455537.000000 Penalty: 13057.446289
	Iteration 12Q: 3 clusters Score -9455537 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -9456229.000000 Penalty: 13057.446289
	Iteration 13Q: 3 clusters Score -9456229 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -9456885.000000 Penalty: 13057.446289
	Iteration 14Q: 3 clusters Score -9456885 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -9457417.000000 Penalty: 13057.446289
	Iteration 15Q: 3 clusters Score -9457417 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -9457794.000000 Penalty: 13057.446289
	Iteration 16Q: 3 clusters Score -9457794 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -9458114.000000 Penalty: 13057.446289
	Iteration 17Q: 3 clusters Score -9458114 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -9458360.000000 Penalty: 13057.446289
	Iteration 18Q: 3 clusters Score -9458360 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -9458636.000000 Penalty: 13057.446289
	Iteration 19Q: 3 clusters Score -9458636 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -9458924.000000 Penalty: 13057.446289
	Iteration 20F: 3 clusters Score -9458924 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -9459155.000000 Penalty: 13057.446289
	Iteration 21Q: 3 clusters Score -9459155 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -9459319.000000 Penalty: 13057.446289
	Iteration 22Q: 3 clusters Score -9459319 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -9459460.000000 Penalty: 13057.446289
	Iteration 23Q: 3 clusters Score -9459460 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -9459647.000000 Penalty: 13057.446289
	Iteration 24Q: 3 clusters Score -9459647 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -9459846.000000 Penalty: 13057.446289
	Iteration 25Q: 3 clusters Score -9459846 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -9460018.000000 Penalty: 13057.446289
	Iteration 26Q: 3 clusters Score -9460018 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -9460176.000000 Penalty: 13057.446289
	Iteration 27Q: 3 clusters Score -9460176 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -9460344.000000 Penalty: 13057.446289
	Iteration 28Q: 3 clusters Score -9460344 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -9460475.000000 Penalty: 13057.446289
	Iteration 29Q: 3 clusters Score -9460475 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -9460646.000000 Penalty: 13057.446289
	Iteration 30Q: 3 clusters Score -9460646 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -9460807.000000 Penalty: 13057.446289
	Iteration 31Q: 3 clusters Score -9460807 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -9460909.000000 Penalty: 13057.446289
	Iteration 32Q: 3 clusters Score -9460909 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -9460968.000000 Penalty: 13057.446289
	Iteration 33Q: 3 clusters Score -9460968 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -9461128.000000 Penalty: 13057.446289
	Iteration 34Q: 3 clusters Score -9461128 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -9461219.000000 Penalty: 13057.446289
	Iteration 35Q: 3 clusters Score -9461219 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -9461306.000000 Penalty: 13057.446289
	Iteration 36Q: 3 clusters Score -9461306 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -9461377.000000 Penalty: 13057.446289
	Iteration 37Q: 3 clusters Score -9461377 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -9461425.000000 Penalty: 13057.446289
	Iteration 38Q: 3 clusters Score -9461425 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -9461469.000000 Penalty: 13057.446289
	Iteration 39Q: 3 clusters Score -9461469 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -9461531.000000 Penalty: 13057.446289
	Iteration 40F: 3 clusters Score -9461531 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -9461588.000000 Penalty: 13057.446289
	Iteration 41Q: 3 clusters Score -9461588 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -9461647.000000 Penalty: 13057.446289
	Iteration 42Q: 3 clusters Score -9461647 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -9461712.000000 Penalty: 13057.446289
	Iteration 43Q: 3 clusters Score -9461712 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -9461754.000000 Penalty: 13057.446289
	Iteration 44Q: 3 clusters Score -9461754 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -9461793.000000 Penalty: 13057.446289
	Iteration 45Q: 3 clusters Score -9461793 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -9461832.000000 Penalty: 13057.446289
	Iteration 46Q: 3 clusters Score -9461832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -9461849.000000 Penalty: 13057.446289
	Iteration 47Q: 3 clusters Score -9461849 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -9461858.000000 Penalty: 13057.446289
	Iteration 48Q: 3 clusters Score -9461858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -9461865.000000 Penalty: 13057.446289
	Iteration 49Q: 3 clusters Score -9461865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -9461891.000000 Penalty: 13057.446289
	Iteration 50Q: 3 clusters Score -9461891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -9461881.000000 Penalty: 13057.446289
	Iteration 51Q: 3 clusters Score -9461881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -9461891.000000 Penalty: 13057.446289
	Iteration 52Q: 3 clusters Score -9461891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -9461883.000000 Penalty: 13057.446289
	Iteration 53Q: 3 clusters Score -9461883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -9461896.000000 Penalty: 13057.446289
	Iteration 54Q: 3 clusters Score -9461896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -9461890.000000 Penalty: 13057.446289
	Iteration 55Q: 3 clusters Score -9461890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -9461902.000000 Penalty: 13057.446289
	Iteration 56Q: 3 clusters Score -9461902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -9461915.000000 Penalty: 13057.446289
	Iteration 57Q: 3 clusters Score -9461915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -9461922.000000 Penalty: 13057.446289
	Iteration 58Q: 3 clusters Score -9461922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -9461937.000000 Penalty: 13057.446289
	Iteration 59Q: 3 clusters Score -9461937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -9461933.000000 Penalty: 13057.446289
	Iteration 60F: 3 clusters Score -9461933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -9461929.000000 Penalty: 13057.446289
	Iteration 61Q: 3 clusters Score -9461929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -9461933.000000 Penalty: 13057.446289
	Iteration 62Q: 3 clusters Score -9461933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -9461939.000000 Penalty: 13057.446289
	Iteration 63Q: 3 clusters Score -9461939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -9461931.000000 Penalty: 13057.446289
	Iteration 64Q: 3 clusters Score -9461931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -9461927.000000 Penalty: 13057.446289
	Iteration 65Q: 3 clusters Score -9461927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -9461930.000000 Penalty: 13057.446289
	Iteration 66Q: 3 clusters Score -9461930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -9461921.000000 Penalty: 13057.446289
	Iteration 67Q: 3 clusters Score -9461921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -9461934.000000 Penalty: 13057.446289
	Iteration 68Q: 3 clusters Score -9461934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -9461932.000000 Penalty: 13057.446289
	Iteration 69Q: 3 clusters Score -9461932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -9461927.000000 Penalty: 13057.446289
	Iteration 70Q: 3 clusters Score -9461927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -9461927.000000 Penalty: 13057.446289
	Iteration 71F: 3 clusters Score -9461927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Entering Unmasked Estep 
Score: -22843306.000000 Penalty: 7047.271484
	Iteration 0F: 2 clusters Score -2.284331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -22776282.000000 Penalty: 14094.542969
	Iteration 0F: 3 clusters Score -2.277628e+07 nChanged 45381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -22801336.000000 Penalty: 14094.542969
	Iteration 1F: 3 clusters Score -2.280134e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -22802636.000000 Penalty: 14094.542969
	Iteration 2Q: 3 clusters Score -2.280264e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -22803788.000000 Penalty: 14094.542969
	Iteration 3Q: 3 clusters Score -2.280379e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -22805198.000000 Penalty: 14094.542969
	Iteration 4Q: 3 clusters Score -2.28052e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -22806696.000000 Penalty: 14094.542969
	Iteration 5Q: 3 clusters Score -2.28067e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -22808352.000000 Penalty: 14094.542969
	Iteration 6Q: 3 clusters Score -2.280835e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -22810348.000000 Penalty: 14094.542969
	Iteration 7Q: 3 clusters Score -2.281035e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -22812702.000000 Penalty: 14094.542969
	Iteration 8Q: 3 clusters Score -2.28127e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -22815620.000000 Penalty: 14094.542969
	Iteration 9F: 3 clusters Score -2.281562e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -22819304.000000 Penalty: 14094.542969
	Iteration 10F: 3 clusters Score -2.28193e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -22823774.000000 Penalty: 14094.542969
	Iteration 11F: 3 clusters Score -2.282377e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -22827980.000000 Penalty: 14094.542969
	Iteration 12F: 3 clusters Score -2.282798e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -22831450.000000 Penalty: 14094.542969
	Iteration 13Q: 3 clusters Score -2.283145e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -22833862.000000 Penalty: 14094.542969
	Iteration 14Q: 3 clusters Score -2.283386e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -22835580.000000 Penalty: 14094.542969
	Iteration 15Q: 3 clusters Score -2.283558e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -22837108.000000 Penalty: 14094.542969
	Iteration 16Q: 3 clusters Score -2.283711e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -22838286.000000 Penalty: 14094.542969
	Iteration 17Q: 3 clusters Score -2.283829e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -22839232.000000 Penalty: 14094.542969
	Iteration 18Q: 3 clusters Score -2.283923e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -22839760.000000 Penalty: 14094.542969
	Iteration 19Q: 3 clusters Score -2.283976e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -22840254.000000 Penalty: 14094.542969
	Iteration 20F: 3 clusters Score -2.284025e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -22840608.000000 Penalty: 14094.542969
	Iteration 21Q: 3 clusters Score -2.284061e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -22840864.000000 Penalty: 14094.542969
	Iteration 22Q: 3 clusters Score -2.284086e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91742 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -22840944.000000 Penalty: 14094.542969
	Iteration 23Q: 3 clusters Score -2.284094e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -22841058.000000 Penalty: 14094.542969
	Iteration 24Q: 3 clusters Score -2.284106e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92209 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -22841120.000000 Penalty: 14094.542969
	Iteration 25Q: 3 clusters Score -2.284112e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92364 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -22841148.000000 Penalty: 14094.542969
	Iteration 26Q: 3 clusters Score -2.284115e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -22841154.000000 Penalty: 14094.542969
	Iteration 27Q: 3 clusters Score -2.284115e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -22841192.000000 Penalty: 14094.542969
	Iteration 28Q: 3 clusters Score -2.284119e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -22841214.000000 Penalty: 14094.542969
	Iteration 29Q: 3 clusters Score -2.284121e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -22841198.000000 Penalty: 14094.542969
	Iteration 30Q: 3 clusters Score -2.28412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -22841218.000000 Penalty: 14094.542969
	Iteration 31Q: 3 clusters Score -2.284122e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -22841210.000000 Penalty: 14094.542969
	Iteration 32Q: 3 clusters Score -2.284121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -22841236.000000 Penalty: 14094.542969
	Iteration 33Q: 3 clusters Score -2.284124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -22841242.000000 Penalty: 14094.542969
	Iteration 34Q: 3 clusters Score -2.284124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -22841252.000000 Penalty: 14094.542969
	Iteration 35Q: 3 clusters Score -2.284125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -22841234.000000 Penalty: 14094.542969
	Iteration 36Q: 3 clusters Score -2.284123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -22841204.000000 Penalty: 14094.542969
	Iteration 37Q: 3 clusters Score -2.28412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -22841222.000000 Penalty: 14094.542969
	Iteration 38Q: 3 clusters Score -2.284122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92875 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -22841226.000000 Penalty: 14094.542969
	Iteration 39Q: 3 clusters Score -2.284123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -22841220.000000 Penalty: 14094.542969
	Iteration 40F: 3 clusters Score -2.284122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -22841214.000000 Penalty: 14094.542969
	Iteration 41Q: 3 clusters Score -2.284121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -22841230.000000 Penalty: 14094.542969
	Iteration 42Q: 3 clusters Score -2.284123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92910 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -22841236.000000 Penalty: 14094.542969
	Iteration 43Q: 3 clusters Score -2.284124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -22841224.000000 Penalty: 14094.542969
	Iteration 44Q: 3 clusters Score -2.284122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -22841238.000000 Penalty: 14094.542969
	Iteration 45Q: 3 clusters Score -2.284124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -22841242.000000 Penalty: 14094.542969
	Iteration 46Q: 3 clusters Score -2.284124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -22841250.000000 Penalty: 14094.542969
	Iteration 47Q: 3 clusters Score -2.284125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -22841238.000000 Penalty: 14094.542969
	Iteration 48Q: 3 clusters Score -2.284124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -22841252.000000 Penalty: 14094.542969
	Iteration 49Q: 3 clusters Score -2.284125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -22841226.000000 Penalty: 14094.542969
	Iteration 50Q: 3 clusters Score -2.284123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -22841238.000000 Penalty: 14094.542969
	Iteration 51Q: 3 clusters Score -2.284124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -22841210.000000 Penalty: 14094.542969
	Iteration 52Q: 3 clusters Score -2.284121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -22841222.000000 Penalty: 14094.542969
	Iteration 53Q: 3 clusters Score -2.284122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -22841232.000000 Penalty: 14094.542969
	Iteration 54Q: 3 clusters Score -2.284123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -22841226.000000 Penalty: 14094.542969
	Iteration 55Q: 3 clusters Score -2.284123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -22841236.000000 Penalty: 14094.542969
	Iteration 56Q: 3 clusters Score -2.284124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -22841200.000000 Penalty: 14094.542969
	Iteration 57Q: 3 clusters Score -2.28412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -22841220.000000 Penalty: 14094.542969
	Iteration 58Q: 3 clusters Score -2.284122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -22841222.000000 Penalty: 14094.542969
	Iteration 59Q: 3 clusters Score -2.284122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -22841234.000000 Penalty: 14094.542969
	Iteration 60F: 3 clusters Score -2.284123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -22841236.000000 Penalty: 14094.542969
	Iteration 61Q: 3 clusters Score -2.284124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -22841248.000000 Penalty: 14094.542969
	Iteration 62Q: 3 clusters Score -2.284125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -22841236.000000 Penalty: 14094.542969
	Iteration 63Q: 3 clusters Score -2.284124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -22841232.000000 Penalty: 14094.542969
	Iteration 64Q: 3 clusters Score -2.284123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -22841256.000000 Penalty: 14094.542969
	Iteration 65Q: 3 clusters Score -2.284126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -22841244.000000 Penalty: 14094.542969
	Iteration 66Q: 3 clusters Score -2.284124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -22841234.000000 Penalty: 14094.542969
	Iteration 67Q: 3 clusters Score -2.284123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -22841234.000000 Penalty: 14094.542969
	Iteration 68Q: 3 clusters Score -2.284123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -22841238.000000 Penalty: 14094.542969
	Iteration 69Q: 3 clusters Score -2.284124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -22841238.000000 Penalty: 14094.542969
	Iteration 70Q: 3 clusters Score -2.284124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -22841232.000000 Penalty: 14094.542969
	Iteration 71Q: 3 clusters Score -2.284123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -22841214.000000 Penalty: 14094.542969
	Iteration 72Q: 3 clusters Score -2.284121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -22841220.000000 Penalty: 14094.542969
	Iteration 73Q: 3 clusters Score -2.284122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -22841208.000000 Penalty: 14094.542969
	Iteration 74Q: 3 clusters Score -2.284121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -22841218.000000 Penalty: 14094.542969
	Iteration 75Q: 3 clusters Score -2.284122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -22841216.000000 Penalty: 14094.542969
	Iteration 76Q: 3 clusters Score -2.284122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -22841216.000000 Penalty: 14094.542969
	Iteration 77F: 3 clusters Score -2.284122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Entering Unmasked Estep 
Score: -7715794.000000 Penalty: 6388.675781
	Iteration 0F: 2 clusters Score -7715794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -7690509.500000 Penalty: 12777.351562
	Iteration 0F: 3 clusters Score -7690510 nChanged 14548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -7698097.500000 Penalty: 12777.351562
	Iteration 1F: 3 clusters Score -7698098 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -7698741.000000 Penalty: 12777.351562
	Iteration 2F: 3 clusters Score -7698741 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -7699268.500000 Penalty: 12777.351562
	Iteration 3Q: 3 clusters Score -7699268 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -7699689.500000 Penalty: 12777.351562
	Iteration 4Q: 3 clusters Score -7699690 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -7699983.500000 Penalty: 12777.351562
	Iteration 5Q: 3 clusters Score -7699984 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -7700344.500000 Penalty: 12777.351562
	Iteration 6Q: 3 clusters Score -7700344 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -7700707.000000 Penalty: 12777.351562
	Iteration 7Q: 3 clusters Score -7700707 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -7701081.000000 Penalty: 12777.351562
	Iteration 8Q: 3 clusters Score -7701081 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -7701526.500000 Penalty: 12777.351562
	Iteration 9Q: 3 clusters Score -7701526 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -7702108.000000 Penalty: 12777.351562
	Iteration 10Q: 3 clusters Score -7702108 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -7702834.500000 Penalty: 12777.351562
	Iteration 11Q: 3 clusters Score -7702834 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -7703728.500000 Penalty: 12777.351562
	Iteration 12Q: 3 clusters Score -7703728 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -7704767.000000 Penalty: 12777.351562
	Iteration 13Q: 3 clusters Score -7704767 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -7705878.500000 Penalty: 12777.351562
	Iteration 14Q: 3 clusters Score -7705878 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7707013.500000 Penalty: 12777.351562
	Iteration 15Q: 3 clusters Score -7707014 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -7708055.000000 Penalty: 12777.351562
	Iteration 16Q: 3 clusters Score -7708055 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7708857.000000 Penalty: 12777.351562
	Iteration 17Q: 3 clusters Score -7708857 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7709284.500000 Penalty: 12777.351562
	Iteration 18Q: 3 clusters Score -7709284 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7709548.500000 Penalty: 12777.351562
	Iteration 19Q: 3 clusters Score -7709548 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7709727.000000 Penalty: 12777.351562
	Iteration 20F: 3 clusters Score -7709727 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7709852.000000 Penalty: 12777.351562
	Iteration 21Q: 3 clusters Score -7709852 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7709945.500000 Penalty: 12777.351562
	Iteration 22Q: 3 clusters Score -7709946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7709994.500000 Penalty: 12777.351562
	Iteration 23Q: 3 clusters Score -7709994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7710044.000000 Penalty: 12777.351562
	Iteration 24Q: 3 clusters Score -7710044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7710079.000000 Penalty: 12777.351562
	Iteration 25Q: 3 clusters Score -7710079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7710097.500000 Penalty: 12777.351562
	Iteration 26Q: 3 clusters Score -7710098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7710116.000000 Penalty: 12777.351562
	Iteration 27Q: 3 clusters Score -7710116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7710114.500000 Penalty: 12777.351562
	Iteration 28Q: 3 clusters Score -7710114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7710135.000000 Penalty: 12777.351562
	Iteration 29Q: 3 clusters Score -7710135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7710143.500000 Penalty: 12777.351562
	Iteration 30Q: 3 clusters Score -7710144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7710138.500000 Penalty: 12777.351562
	Iteration 31Q: 3 clusters Score -7710138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7710145.000000 Penalty: 12777.351562
	Iteration 32Q: 3 clusters Score -7710145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7710160.000000 Penalty: 12777.351562
	Iteration 33Q: 3 clusters Score -7710160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7710171.000000 Penalty: 12777.351562
	Iteration 34Q: 3 clusters Score -7710171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7710179.000000 Penalty: 12777.351562
	Iteration 35Q: 3 clusters Score -7710179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7710188.000000 Penalty: 12777.351562
	Iteration 36Q: 3 clusters Score -7710188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7710195.000000 Penalty: 12777.351562
	Iteration 37Q: 3 clusters Score -7710195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7710198.000000 Penalty: 12777.351562
	Iteration 38Q: 3 clusters Score -7710198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7710202.500000 Penalty: 12777.351562
	Iteration 39Q: 3 clusters Score -7710202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7710207.500000 Penalty: 12777.351562
	Iteration 40F: 3 clusters Score -7710208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7710201.000000 Penalty: 12777.351562
	Iteration 41Q: 3 clusters Score -7710201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7710202.500000 Penalty: 12777.351562
	Iteration 42Q: 3 clusters Score -7710202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7710210.500000 Penalty: 12777.351562
	Iteration 43Q: 3 clusters Score -7710210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7710212.500000 Penalty: 12777.351562
	Iteration 44Q: 3 clusters Score -7710212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7710219.500000 Penalty: 12777.351562
	Iteration 45Q: 3 clusters Score -7710220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7710218.000000 Penalty: 12777.351562
	Iteration 46Q: 3 clusters Score -7710218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7710218.000000 Penalty: 12777.351562
	Iteration 47F: 3 clusters Score -7710218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Entering Unmasked Estep 
Score: -3924129.750000 Penalty: 5965.441895
	Iteration 0F: 2 clusters Score -3924130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3909511.500000 Penalty: 11930.883789
	Iteration 0F: 3 clusters Score -3909512 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3913121.750000 Penalty: 11930.883789
	Iteration 1F: 3 clusters Score -3913122 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3913712.250000 Penalty: 11930.883789
	Iteration 2F: 3 clusters Score -3913712 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3914086.500000 Penalty: 11930.883789
	Iteration 3Q: 3 clusters Score -3914086 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3914382.250000 Penalty: 11930.883789
	Iteration 4Q: 3 clusters Score -3914382 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3914601.250000 Penalty: 11930.883789
	Iteration 5Q: 3 clusters Score -3914601 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3914797.500000 Penalty: 11930.883789
	Iteration 6Q: 3 clusters Score -3914798 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3914956.250000 Penalty: 11930.883789
	Iteration 7Q: 3 clusters Score -3914956 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3915117.250000 Penalty: 11930.883789
	Iteration 8Q: 3 clusters Score -3915117 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3915230.500000 Penalty: 11930.883789
	Iteration 9Q: 3 clusters Score -3915230 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3915368.750000 Penalty: 11930.883789
	Iteration 10Q: 3 clusters Score -3915369 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3915487.750000 Penalty: 11930.883789
	Iteration 11Q: 3 clusters Score -3915488 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3915613.500000 Penalty: 11930.883789
	Iteration 12Q: 3 clusters Score -3915614 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3915736.000000 Penalty: 11930.883789
	Iteration 13Q: 3 clusters Score -3915736 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3915866.500000 Penalty: 11930.883789
	Iteration 14Q: 3 clusters Score -3915866 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3916023.750000 Penalty: 11930.883789
	Iteration 15Q: 3 clusters Score -3916024 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3916183.250000 Penalty: 11930.883789
	Iteration 16Q: 3 clusters Score -3916183 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3916350.500000 Penalty: 11930.883789
	Iteration 17Q: 3 clusters Score -3916350 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3916487.000000 Penalty: 11930.883789
	Iteration 18Q: 3 clusters Score -3916487 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3916688.000000 Penalty: 11930.883789
	Iteration 19Q: 3 clusters Score -3916688 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3916861.750000 Penalty: 11930.883789
	Iteration 20F: 3 clusters Score -3916862 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3917081.250000 Penalty: 11930.883789
	Iteration 21Q: 3 clusters Score -3917081 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3917315.000000 Penalty: 11930.883789
	Iteration 22Q: 3 clusters Score -3917315 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3917527.750000 Penalty: 11930.883789
	Iteration 23Q: 3 clusters Score -3917528 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3917708.500000 Penalty: 11930.883789
	Iteration 24Q: 3 clusters Score -3917708 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3917907.500000 Penalty: 11930.883789
	Iteration 25Q: 3 clusters Score -3917908 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3918064.000000 Penalty: 11930.883789
	Iteration 26Q: 3 clusters Score -3918064 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3918197.500000 Penalty: 11930.883789
	Iteration 27Q: 3 clusters Score -3918198 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3918314.250000 Penalty: 11930.883789
	Iteration 28Q: 3 clusters Score -3918314 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3918400.000000 Penalty: 11930.883789
	Iteration 29Q: 3 clusters Score -3918400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3918484.000000 Penalty: 11930.883789
	Iteration 30Q: 3 clusters Score -3918484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3918539.000000 Penalty: 11930.883789
	Iteration 31Q: 3 clusters Score -3918539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3918582.000000 Penalty: 11930.883789
	Iteration 32Q: 3 clusters Score -3918582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3918618.000000 Penalty: 11930.883789
	Iteration 33Q: 3 clusters Score -3918618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3918647.500000 Penalty: 11930.883789
	Iteration 34Q: 3 clusters Score -3918648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3918678.000000 Penalty: 11930.883789
	Iteration 35Q: 3 clusters Score -3918678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3918686.750000 Penalty: 11930.883789
	Iteration 36Q: 3 clusters Score -3918687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3918705.750000 Penalty: 11930.883789
	Iteration 37Q: 3 clusters Score -3918706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3918727.500000 Penalty: 11930.883789
	Iteration 38Q: 3 clusters Score -3918728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3918739.500000 Penalty: 11930.883789
	Iteration 39Q: 3 clusters Score -3918740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3918754.500000 Penalty: 11930.883789
	Iteration 40F: 3 clusters Score -3918754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3918773.250000 Penalty: 11930.883789
	Iteration 41Q: 3 clusters Score -3918773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3918791.000000 Penalty: 11930.883789
	Iteration 42Q: 3 clusters Score -3918791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3918804.750000 Penalty: 11930.883789
	Iteration 43Q: 3 clusters Score -3918805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3918817.750000 Penalty: 11930.883789
	Iteration 44Q: 3 clusters Score -3918818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3918827.750000 Penalty: 11930.883789
	Iteration 45Q: 3 clusters Score -3918828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3918842.000000 Penalty: 11930.883789
	Iteration 46Q: 3 clusters Score -3918842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3918849.500000 Penalty: 11930.883789
	Iteration 47Q: 3 clusters Score -3918850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3918847.750000 Penalty: 11930.883789
	Iteration 48Q: 3 clusters Score -3918848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3918856.250000 Penalty: 11930.883789
	Iteration 49Q: 3 clusters Score -3918856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3918853.500000 Penalty: 11930.883789
	Iteration 50Q: 3 clusters Score -3918854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3918853.500000 Penalty: 11930.883789
	Iteration 51Q: 3 clusters Score -3918854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3918858.250000 Penalty: 11930.883789
	Iteration 52Q: 3 clusters Score -3918858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3918859.250000 Penalty: 11930.883789
	Iteration 53Q: 3 clusters Score -3918859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3918868.250000 Penalty: 11930.883789
	Iteration 54Q: 3 clusters Score -3918868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3918863.500000 Penalty: 11930.883789
	Iteration 55Q: 3 clusters Score -3918864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3918862.750000 Penalty: 11930.883789
	Iteration 56Q: 3 clusters Score -3918863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3918866.000000 Penalty: 11930.883789
	Iteration 57Q: 3 clusters Score -3918866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3918875.000000 Penalty: 11930.883789
	Iteration 58Q: 3 clusters Score -3918875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3918882.250000 Penalty: 11930.883789
	Iteration 59Q: 3 clusters Score -3918882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3918884.250000 Penalty: 11930.883789
	Iteration 60F: 3 clusters Score -3918884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3918886.250000 Penalty: 11930.883789
	Iteration 61Q: 3 clusters Score -3918886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3918892.250000 Penalty: 11930.883789
	Iteration 62Q: 3 clusters Score -3918892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3918893.000000 Penalty: 11930.883789
	Iteration 63Q: 3 clusters Score -3918893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3918901.500000 Penalty: 11930.883789
	Iteration 64Q: 3 clusters Score -3918902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3918900.750000 Penalty: 11930.883789
	Iteration 65Q: 3 clusters Score -3918901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3918901.500000 Penalty: 11930.883789
	Iteration 66Q: 3 clusters Score -3918902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3918906.250000 Penalty: 11930.883789
	Iteration 67Q: 3 clusters Score -3918906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3918907.000000 Penalty: 11930.883789
	Iteration 68Q: 3 clusters Score -3918907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3918907.750000 Penalty: 11930.883789
	Iteration 69Q: 3 clusters Score -3918908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3918910.000000 Penalty: 11930.883789
	Iteration 70Q: 3 clusters Score -3918910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3918909.500000 Penalty: 11930.883789
	Iteration 71Q: 3 clusters Score -3918910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3918909.500000 Penalty: 11930.883789
	Iteration 72F: 3 clusters Score -3918910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Entering Unmasked Estep 
Score: -11774242.000000 Penalty: 6671.547363
	Iteration 0F: 2 clusters Score -1.177424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -11736334.000000 Penalty: 13343.094727
	Iteration 0F: 3 clusters Score -1.173633e+07 nChanged 23654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -11749132.000000 Penalty: 13343.094727
	Iteration 1F: 3 clusters Score -1.174913e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -11750592.000000 Penalty: 13343.094727
	Iteration 2F: 3 clusters Score -1.175059e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -11752053.000000 Penalty: 13343.094727
	Iteration 3F: 3 clusters Score -1.175205e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -11753491.000000 Penalty: 13343.094727
	Iteration 4F: 3 clusters Score -1.175349e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -11755105.000000 Penalty: 13343.094727
	Iteration 5F: 3 clusters Score -1.17551e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -11756597.000000 Penalty: 13343.094727
	Iteration 6F: 3 clusters Score -1.17566e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -11758141.000000 Penalty: 13343.094727
	Iteration 7F: 3 clusters Score -1.175814e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -11759600.000000 Penalty: 13343.094727
	Iteration 8Q: 3 clusters Score -1.17596e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -11760935.000000 Penalty: 13343.094727
	Iteration 9Q: 3 clusters Score -1.176094e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -11761834.000000 Penalty: 13343.094727
	Iteration 10Q: 3 clusters Score -1.176183e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -11762653.000000 Penalty: 13343.094727
	Iteration 11Q: 3 clusters Score -1.176265e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -11763213.000000 Penalty: 13343.094727
	Iteration 12Q: 3 clusters Score -1.176321e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -11763619.000000 Penalty: 13343.094727
	Iteration 13Q: 3 clusters Score -1.176362e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -11763869.000000 Penalty: 13343.094727
	Iteration 14Q: 3 clusters Score -1.176387e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -11764112.000000 Penalty: 13343.094727
	Iteration 15Q: 3 clusters Score -1.176411e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -11764265.000000 Penalty: 13343.094727
	Iteration 16Q: 3 clusters Score -1.176426e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -11764467.000000 Penalty: 13343.094727
	Iteration 17Q: 3 clusters Score -1.176447e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -11764704.000000 Penalty: 13343.094727
	Iteration 18Q: 3 clusters Score -1.17647e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -11764809.000000 Penalty: 13343.094727
	Iteration 19Q: 3 clusters Score -1.176481e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -11764973.000000 Penalty: 13343.094727
	Iteration 20F: 3 clusters Score -1.176497e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -11765072.000000 Penalty: 13343.094727
	Iteration 21Q: 3 clusters Score -1.176507e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -11765209.000000 Penalty: 13343.094727
	Iteration 22Q: 3 clusters Score -1.176521e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -11765310.000000 Penalty: 13343.094727
	Iteration 23Q: 3 clusters Score -1.176531e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -11765451.000000 Penalty: 13343.094727
	Iteration 24Q: 3 clusters Score -1.176545e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -11765582.000000 Penalty: 13343.094727
	Iteration 25Q: 3 clusters Score -1.176558e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -11765726.000000 Penalty: 13343.094727
	Iteration 26Q: 3 clusters Score -1.176573e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -11765909.000000 Penalty: 13343.094727
	Iteration 27Q: 3 clusters Score -1.176591e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -11766102.000000 Penalty: 13343.094727
	Iteration 28Q: 3 clusters Score -1.17661e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -11766268.000000 Penalty: 13343.094727
	Iteration 29Q: 3 clusters Score -1.176627e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -11766446.000000 Penalty: 13343.094727
	Iteration 30Q: 3 clusters Score -1.176645e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -11766655.000000 Penalty: 13343.094727
	Iteration 31Q: 3 clusters Score -1.176666e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -11766863.000000 Penalty: 13343.094727
	Iteration 32Q: 3 clusters Score -1.176686e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -11767068.000000 Penalty: 13343.094727
	Iteration 33Q: 3 clusters Score -1.176707e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -11767278.000000 Penalty: 13343.094727
	Iteration 34Q: 3 clusters Score -1.176728e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -11767470.000000 Penalty: 13343.094727
	Iteration 35Q: 3 clusters Score -1.176747e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -11767684.000000 Penalty: 13343.094727
	Iteration 36Q: 3 clusters Score -1.176768e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -11767868.000000 Penalty: 13343.094727
	Iteration 37Q: 3 clusters Score -1.176787e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -11768089.000000 Penalty: 13343.094727
	Iteration 38Q: 3 clusters Score -1.176809e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -11768285.000000 Penalty: 13343.094727
	Iteration 39Q: 3 clusters Score -1.176828e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -11768401.000000 Penalty: 13343.094727
	Iteration 40F: 3 clusters Score -1.17684e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -11768510.000000 Penalty: 13343.094727
	Iteration 41Q: 3 clusters Score -1.176851e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -11768644.000000 Penalty: 13343.094727
	Iteration 42Q: 3 clusters Score -1.176864e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -11768742.000000 Penalty: 13343.094727
	Iteration 43Q: 3 clusters Score -1.176874e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -11768851.000000 Penalty: 13343.094727
	Iteration 44Q: 3 clusters Score -1.176885e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -11768947.000000 Penalty: 13343.094727
	Iteration 45Q: 3 clusters Score -1.176895e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -11769075.000000 Penalty: 13343.094727
	Iteration 46Q: 3 clusters Score -1.176908e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -11769124.000000 Penalty: 13343.094727
	Iteration 47Q: 3 clusters Score -1.176912e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -11769189.000000 Penalty: 13343.094727
	Iteration 48Q: 3 clusters Score -1.176919e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -11769276.000000 Penalty: 13343.094727
	Iteration 49Q: 3 clusters Score -1.176928e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -11769387.000000 Penalty: 13343.094727
	Iteration 50Q: 3 clusters Score -1.176939e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -11769491.000000 Penalty: 13343.094727
	Iteration 51Q: 3 clusters Score -1.176949e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -11769574.000000 Penalty: 13343.094727
	Iteration 52Q: 3 clusters Score -1.176957e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -11769647.000000 Penalty: 13343.094727
	Iteration 53Q: 3 clusters Score -1.176965e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -11769739.000000 Penalty: 13343.094727
	Iteration 54Q: 3 clusters Score -1.176974e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -11769844.000000 Penalty: 13343.094727
	Iteration 55Q: 3 clusters Score -1.176984e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -11769886.000000 Penalty: 13343.094727
	Iteration 56Q: 3 clusters Score -1.176989e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -11769949.000000 Penalty: 13343.094727
	Iteration 57Q: 3 clusters Score -1.176995e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -11769961.000000 Penalty: 13343.094727
	Iteration 58Q: 3 clusters Score -1.176996e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -11770007.000000 Penalty: 13343.094727
	Iteration 59Q: 3 clusters Score -1.177001e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -11770042.000000 Penalty: 13343.094727
	Iteration 60F: 3 clusters Score -1.177004e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -11770091.000000 Penalty: 13343.094727
	Iteration 61Q: 3 clusters Score -1.177009e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -11770148.000000 Penalty: 13343.094727
	Iteration 62Q: 3 clusters Score -1.177015e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -11770170.000000 Penalty: 13343.094727
	Iteration 63Q: 3 clusters Score -1.177017e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -11770181.000000 Penalty: 13343.094727
	Iteration 64Q: 3 clusters Score -1.177018e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -11770216.000000 Penalty: 13343.094727
	Iteration 65Q: 3 clusters Score -1.177022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -11770221.000000 Penalty: 13343.094727
	Iteration 66Q: 3 clusters Score -1.177022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -11770220.000000 Penalty: 13343.094727
	Iteration 67Q: 3 clusters Score -1.177022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -11770224.000000 Penalty: 13343.094727
	Iteration 68Q: 3 clusters Score -1.177022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -11770238.000000 Penalty: 13343.094727
	Iteration 69Q: 3 clusters Score -1.177024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -11770235.000000 Penalty: 13343.094727
	Iteration 70Q: 3 clusters Score -1.177024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -11770240.000000 Penalty: 13343.094727
	Iteration 71Q: 3 clusters Score -1.177024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -11770243.000000 Penalty: 13343.094727
	Iteration 72Q: 3 clusters Score -1.177024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -11770245.000000 Penalty: 13343.094727
	Iteration 73Q: 3 clusters Score -1.177024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -11770251.000000 Penalty: 13343.094727
	Iteration 74Q: 3 clusters Score -1.177025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -11770251.000000 Penalty: 13343.094727
	Iteration 75Q: 3 clusters Score -1.177025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -11770259.000000 Penalty: 13343.094727
	Iteration 76Q: 3 clusters Score -1.177026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -11770259.000000 Penalty: 13343.094727
	Iteration 77Q: 3 clusters Score -1.177026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -11770254.000000 Penalty: 13343.094727
	Iteration 78Q: 3 clusters Score -1.177025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -11770256.000000 Penalty: 13343.094727
	Iteration 79Q: 3 clusters Score -1.177026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -11770272.000000 Penalty: 13343.094727
	Iteration 80F: 3 clusters Score -1.177027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (149874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149874 members 
Entering Unmasked Estep 
Score: -34184216.000000 Penalty: 7299.499512
	Iteration 0F: 2 clusters Score -3.418422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -34096772.000000 Penalty: 14598.999023
	Iteration 0F: 3 clusters Score -3.409677e+07 nChanged 69650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -34136100.000000 Penalty: 14598.999023
	Iteration 1F: 3 clusters Score -3.41361e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -34137944.000000 Penalty: 14598.999023
	Iteration 2Q: 3 clusters Score -3.413794e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -34140036.000000 Penalty: 14598.999023
	Iteration 3Q: 3 clusters Score -3.414004e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -34142728.000000 Penalty: 14598.999023
	Iteration 4Q: 3 clusters Score -3.414273e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 79774 members 
Entering Unmasked Estep 
Score: -34145964.000000 Penalty: 14598.999023
	Iteration 5Q: 3 clusters Score -3.414596e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -34150120.000000 Penalty: 14598.999023
	Iteration 6F: 3 clusters Score -3.415012e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -34155452.000000 Penalty: 14598.999023
	Iteration 7F: 3 clusters Score -3.415545e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -34160548.000000 Penalty: 14598.999023
	Iteration 8F: 3 clusters Score -3.416055e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -34165736.000000 Penalty: 14598.999023
	Iteration 9F: 3 clusters Score -3.416574e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -34169932.000000 Penalty: 14598.999023
	Iteration 10Q: 3 clusters Score -3.416993e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -34172720.000000 Penalty: 14598.999023
	Iteration 11Q: 3 clusters Score -3.417272e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -34174808.000000 Penalty: 14598.999023
	Iteration 12Q: 3 clusters Score -3.417481e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -34176320.000000 Penalty: 14598.999023
	Iteration 13Q: 3 clusters Score -3.417632e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -34176892.000000 Penalty: 14598.999023
	Iteration 14Q: 3 clusters Score -3.417689e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -34177268.000000 Penalty: 14598.999023
	Iteration 15Q: 3 clusters Score -3.417727e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -34177684.000000 Penalty: 14598.999023
	Iteration 16Q: 3 clusters Score -3.417768e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -34177928.000000 Penalty: 14598.999023
	Iteration 17Q: 3 clusters Score -3.417793e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -34178208.000000 Penalty: 14598.999023
	Iteration 18Q: 3 clusters Score -3.417821e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -34178476.000000 Penalty: 14598.999023
	Iteration 19Q: 3 clusters Score -3.417848e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 87070 members 
Entering Unmasked Estep 
Score: -34178588.000000 Penalty: 14598.999023
	Iteration 20F: 3 clusters Score -3.417859e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 87012 members 
Entering Unmasked Estep 
Score: -34178676.000000 Penalty: 14598.999023
	Iteration 21Q: 3 clusters Score -3.417868e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -34178728.000000 Penalty: 14598.999023
	Iteration 22Q: 3 clusters Score -3.417873e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 86965 members 
Entering Unmasked Estep 
Score: -34178740.000000 Penalty: 14598.999023
	Iteration 23Q: 3 clusters Score -3.417874e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -34178784.000000 Penalty: 14598.999023
	Iteration 24Q: 3 clusters Score -3.417878e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -34178916.000000 Penalty: 14598.999023
	Iteration 25Q: 3 clusters Score -3.417892e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 86965 members 
Entering Unmasked Estep 
Score: -34178960.000000 Penalty: 14598.999023
	Iteration 26Q: 3 clusters Score -3.417896e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -34179020.000000 Penalty: 14598.999023
	Iteration 27Q: 3 clusters Score -3.417902e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -34178968.000000 Penalty: 14598.999023
	Iteration 28Q: 3 clusters Score -3.417897e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -34178984.000000 Penalty: 14598.999023
	Iteration 29Q: 3 clusters Score -3.417898e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -34179080.000000 Penalty: 14598.999023
	Iteration 30Q: 3 clusters Score -3.417908e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -34179152.000000 Penalty: 14598.999023
	Iteration 31Q: 3 clusters Score -3.417915e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -34179144.000000 Penalty: 14598.999023
	Iteration 32Q: 3 clusters Score -3.417914e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -34179076.000000 Penalty: 14598.999023
	Iteration 33Q: 3 clusters Score -3.417908e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
Score: -34179128.000000 Penalty: 14598.999023
	Iteration 34Q: 3 clusters Score -3.417913e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 87791 members 
Entering Unmasked Estep 
Score: -34179176.000000 Penalty: 14598.999023
	Iteration 35Q: 3 clusters Score -3.417918e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -34179140.000000 Penalty: 14598.999023
	Iteration 36Q: 3 clusters Score -3.417914e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -34179268.000000 Penalty: 14598.999023
	Iteration 37Q: 3 clusters Score -3.417927e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 88271 members 
Entering Unmasked Estep 
Score: -34179344.000000 Penalty: 14598.999023
	Iteration 38Q: 3 clusters Score -3.417934e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -34179300.000000 Penalty: 14598.999023
	Iteration 39Q: 3 clusters Score -3.41793e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -34179320.000000 Penalty: 14598.999023
	Iteration 40F: 3 clusters Score -3.417932e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -34179236.000000 Penalty: 14598.999023
	Iteration 41Q: 3 clusters Score -3.417924e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 88828 members 
Entering Unmasked Estep 
Score: -34179292.000000 Penalty: 14598.999023
	Iteration 42Q: 3 clusters Score -3.417929e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -34179336.000000 Penalty: 14598.999023
	Iteration 43Q: 3 clusters Score -3.417934e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -34179308.000000 Penalty: 14598.999023
	Iteration 44Q: 3 clusters Score -3.417931e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -34179284.000000 Penalty: 14598.999023
	Iteration 45Q: 3 clusters Score -3.417928e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -34179304.000000 Penalty: 14598.999023
	Iteration 46Q: 3 clusters Score -3.41793e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -34179268.000000 Penalty: 14598.999023
	Iteration 47Q: 3 clusters Score -3.417927e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -34179216.000000 Penalty: 14598.999023
	Iteration 48Q: 3 clusters Score -3.417922e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -34179232.000000 Penalty: 14598.999023
	Iteration 49Q: 3 clusters Score -3.417923e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -34179208.000000 Penalty: 14598.999023
	Iteration 50Q: 3 clusters Score -3.417921e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 90334 members 
Entering Unmasked Estep 
Score: -34179292.000000 Penalty: 14598.999023
	Iteration 51Q: 3 clusters Score -3.417929e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -34179328.000000 Penalty: 14598.999023
	Iteration 52Q: 3 clusters Score -3.417933e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -34179360.000000 Penalty: 14598.999023
	Iteration 53Q: 3 clusters Score -3.417936e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -34179340.000000 Penalty: 14598.999023
	Iteration 54Q: 3 clusters Score -3.417934e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -34179348.000000 Penalty: 14598.999023
	Iteration 55Q: 3 clusters Score -3.417935e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -34179416.000000 Penalty: 14598.999023
	Iteration 56Q: 3 clusters Score -3.417942e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -34179416.000000 Penalty: 14598.999023
	Iteration 57Q: 3 clusters Score -3.417942e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -34179408.000000 Penalty: 14598.999023
	Iteration 58Q: 3 clusters Score -3.417941e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -34179484.000000 Penalty: 14598.999023
	Iteration 59Q: 3 clusters Score -3.417948e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 92427 members 
Entering Unmasked Estep 
Score: -34179508.000000 Penalty: 14598.999023
	Iteration 60F: 3 clusters Score -3.417951e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -34179564.000000 Penalty: 14598.999023
	Iteration 61Q: 3 clusters Score -3.417956e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 92952 members 
Entering Unmasked Estep 
Score: -34179620.000000 Penalty: 14598.999023
	Iteration 62Q: 3 clusters Score -3.417962e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -34179548.000000 Penalty: 14598.999023
	Iteration 63Q: 3 clusters Score -3.417955e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -34179588.000000 Penalty: 14598.999023
	Iteration 64Q: 3 clusters Score -3.417959e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -34179568.000000 Penalty: 14598.999023
	Iteration 65Q: 3 clusters Score -3.417957e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -34179600.000000 Penalty: 14598.999023
	Iteration 66Q: 3 clusters Score -3.41796e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 94341 members 
Entering Unmasked Estep 
Score: -34179620.000000 Penalty: 14598.999023
	Iteration 67Q: 3 clusters Score -3.417962e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 94645 members 
Entering Unmasked Estep 
Score: -34179672.000000 Penalty: 14598.999023
	Iteration 68Q: 3 clusters Score -3.417967e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -34179688.000000 Penalty: 14598.999023
	Iteration 69Q: 3 clusters Score -3.417969e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -34179632.000000 Penalty: 14598.999023
	Iteration 70Q: 3 clusters Score -3.417963e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 95665 members 
Entering Unmasked Estep 
Score: -34179668.000000 Penalty: 14598.999023
	Iteration 71Q: 3 clusters Score -3.417967e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 96030 members 
Entering Unmasked Estep 
Score: -34179696.000000 Penalty: 14598.999023
	Iteration 72Q: 3 clusters Score -3.41797e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -34179640.000000 Penalty: 14598.999023
	Iteration 73Q: 3 clusters Score -3.417964e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -34179732.000000 Penalty: 14598.999023
	Iteration 74Q: 3 clusters Score -3.417973e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 97158 members 
Entering Unmasked Estep 
Score: -34179756.000000 Penalty: 14598.999023
	Iteration 75Q: 3 clusters Score -3.417976e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -34179824.000000 Penalty: 14598.999023
	Iteration 76Q: 3 clusters Score -3.417982e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 97933 members 
Entering Unmasked Estep 
Score: -34179868.000000 Penalty: 14598.999023
	Iteration 77Q: 3 clusters Score -3.417987e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 98291 members 
Entering Unmasked Estep 
Score: -34179908.000000 Penalty: 14598.999023
	Iteration 78Q: 3 clusters Score -3.417991e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 98669 members 
Entering Unmasked Estep 
Score: -34180012.000000 Penalty: 14598.999023
	Iteration 79Q: 3 clusters Score -3.418001e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -34180020.000000 Penalty: 14598.999023
	Iteration 80F: 3 clusters Score -3.418002e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 99402 members 
Entering Unmasked Estep 
Score: -34180060.000000 Penalty: 14598.999023
	Iteration 81Q: 3 clusters Score -3.418006e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 99732 members 
Entering Unmasked Estep 
Score: -34180156.000000 Penalty: 14598.999023
	Iteration 82Q: 3 clusters Score -3.418016e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -34180184.000000 Penalty: 14598.999023
	Iteration 83Q: 3 clusters Score -3.418018e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -34180136.000000 Penalty: 14598.999023
	Iteration 84Q: 3 clusters Score -3.418014e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -34180112.000000 Penalty: 14598.999023
	Iteration 85Q: 3 clusters Score -3.418011e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 101250 members 
Entering Unmasked Estep 
Score: -34180100.000000 Penalty: 14598.999023
	Iteration 86Q: 3 clusters Score -3.41801e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -34180080.000000 Penalty: 14598.999023
	Iteration 87Q: 3 clusters Score -3.418008e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 102062 members 
Entering Unmasked Estep 
Score: -34180108.000000 Penalty: 14598.999023
	Iteration 88Q: 3 clusters Score -3.418011e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -34180204.000000 Penalty: 14598.999023
	Iteration 89Q: 3 clusters Score -3.41802e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 102908 members 
Entering Unmasked Estep 
Score: -34180292.000000 Penalty: 14598.999023
	Iteration 90Q: 3 clusters Score -3.418029e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -34180352.000000 Penalty: 14598.999023
	Iteration 91Q: 3 clusters Score -3.418035e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -34180448.000000 Penalty: 14598.999023
	Iteration 92Q: 3 clusters Score -3.418045e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -34180436.000000 Penalty: 14598.999023
	Iteration 93Q: 3 clusters Score -3.418044e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 104776 members 
Entering Unmasked Estep 
Score: -34180580.000000 Penalty: 14598.999023
	Iteration 94Q: 3 clusters Score -3.418058e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 105312 members 
Entering Unmasked Estep 
Score: -34180496.000000 Penalty: 14598.999023
	Iteration 95Q: 3 clusters Score -3.41805e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 105831 members 
Entering Unmasked Estep 
Score: -34180664.000000 Penalty: 14598.999023
	Iteration 96Q: 3 clusters Score -3.418066e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 106375 members 
Entering Unmasked Estep 
Score: -34180672.000000 Penalty: 14598.999023
	Iteration 97Q: 3 clusters Score -3.418067e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 106971 members 
Entering Unmasked Estep 
Score: -34180732.000000 Penalty: 14598.999023
	Iteration 98Q: 3 clusters Score -3.418073e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -34180812.000000 Penalty: 14598.999023
	Iteration 99Q: 3 clusters Score -3.418081e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 108066 members 
Entering Unmasked Estep 
Score: -34180952.000000 Penalty: 14598.999023
	Iteration 100F: 3 clusters Score -3.418095e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 108612 members 
Entering Unmasked Estep 
Score: -34181096.000000 Penalty: 14598.999023
	Iteration 101Q: 3 clusters Score -3.41811e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 109169 members 
Entering Unmasked Estep 
Score: -34181280.000000 Penalty: 14598.999023
	Iteration 102Q: 3 clusters Score -3.418128e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 109771 members 
Entering Unmasked Estep 
Score: -34181420.000000 Penalty: 14598.999023
	Iteration 103Q: 3 clusters Score -3.418142e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -34181584.000000 Penalty: 14598.999023
	Iteration 104Q: 3 clusters Score -3.418158e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 111162 members 
Entering Unmasked Estep 
Score: -34181784.000000 Penalty: 14598.999023
	Iteration 105Q: 3 clusters Score -3.418178e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 111897 members 
Entering Unmasked Estep 
Score: -34182008.000000 Penalty: 14598.999023
	Iteration 106Q: 3 clusters Score -3.418201e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 112741 members 
Entering Unmasked Estep 
Score: -34182164.000000 Penalty: 14598.999023
	Iteration 107Q: 3 clusters Score -3.418216e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 113674 members 
Entering Unmasked Estep 
Score: -34182404.000000 Penalty: 14598.999023
	Iteration 108Q: 3 clusters Score -3.41824e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 114644 members 
Entering Unmasked Estep 
Score: -34182572.000000 Penalty: 14598.999023
	Iteration 109Q: 3 clusters Score -3.418257e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -34182760.000000 Penalty: 14598.999023
	Iteration 110Q: 3 clusters Score -3.418276e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 116684 members 
Entering Unmasked Estep 
Score: -34182888.000000 Penalty: 14598.999023
	Iteration 111Q: 3 clusters Score -3.418289e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 117753 members 
Entering Unmasked Estep 
Score: -34183028.000000 Penalty: 14598.999023
	Iteration 112Q: 3 clusters Score -3.418303e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 118835 members 
Entering Unmasked Estep 
Score: -34183340.000000 Penalty: 14598.999023
	Iteration 113Q: 3 clusters Score -3.418334e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 119915 members 
Entering Unmasked Estep 
Score: -34183440.000000 Penalty: 14598.999023
	Iteration 114Q: 3 clusters Score -3.418344e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 120962 members 
Entering Unmasked Estep 
Score: -34183464.000000 Penalty: 14598.999023
	Iteration 115Q: 3 clusters Score -3.418346e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 121938 members 
Entering Unmasked Estep 
Score: -34183540.000000 Penalty: 14598.999023
	Iteration 116Q: 3 clusters Score -3.418354e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 122901 members 
Entering Unmasked Estep 
Score: -34183716.000000 Penalty: 14598.999023
	Iteration 117Q: 3 clusters Score -3.418372e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 123806 members 
Entering Unmasked Estep 
Score: -34183812.000000 Penalty: 14598.999023
	Iteration 118Q: 3 clusters Score -3.418381e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -34183912.000000 Penalty: 14598.999023
	Iteration 119Q: 3 clusters Score -3.418391e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 125582 members 
Entering Unmasked Estep 
Score: -34183996.000000 Penalty: 14598.999023
	Iteration 120F: 3 clusters Score -3.4184e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 126425 members 
Entering Unmasked Estep 
Score: -34184172.000000 Penalty: 14598.999023
	Iteration 121Q: 3 clusters Score -3.418417e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 127158 members 
Entering Unmasked Estep 
Score: -34184120.000000 Penalty: 14598.999023
	Iteration 122Q: 3 clusters Score -3.418412e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -34184352.000000 Penalty: 14598.999023
	Iteration 123Q: 3 clusters Score -3.418435e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 128499 members 
Entering Unmasked Estep 
Score: -34184320.000000 Penalty: 14598.999023
	Iteration 124Q: 3 clusters Score -3.418432e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 129108 members 
Entering Unmasked Estep 
Score: -34184420.000000 Penalty: 14598.999023
	Iteration 125Q: 3 clusters Score -3.418442e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 129641 members 
Entering Unmasked Estep 
Score: -34184388.000000 Penalty: 14598.999023
	Iteration 126Q: 3 clusters Score -3.418439e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 130133 members 
Entering Unmasked Estep 
Score: -34184360.000000 Penalty: 14598.999023
	Iteration 127Q: 3 clusters Score -3.418436e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 130580 members 
Entering Unmasked Estep 
Score: -34184328.000000 Penalty: 14598.999023
	Iteration 128Q: 3 clusters Score -3.418433e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 130970 members 
Entering Unmasked Estep 
Score: -34184268.000000 Penalty: 14598.999023
	Iteration 129Q: 3 clusters Score -3.418427e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 131313 members 
Entering Unmasked Estep 
Score: -34184212.000000 Penalty: 14598.999023
	Iteration 130Q: 3 clusters Score -3.418421e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 131647 members 
Entering Unmasked Estep 
Score: -34184156.000000 Penalty: 14598.999023
	Iteration 131Q: 3 clusters Score -3.418416e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 131950 members 
Entering Unmasked Estep 
Score: -34184212.000000 Penalty: 14598.999023
	Iteration 132Q: 3 clusters Score -3.418421e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 132243 members 
Entering Unmasked Estep 
Score: -34184272.000000 Penalty: 14598.999023
	Iteration 133Q: 3 clusters Score -3.418427e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
Score: -34184264.000000 Penalty: 14598.999023
	Iteration 134Q: 3 clusters Score -3.418426e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 132730 members 
Entering Unmasked Estep 
Score: -34184324.000000 Penalty: 14598.999023
	Iteration 135Q: 3 clusters Score -3.418432e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 132924 members 
Entering Unmasked Estep 
Score: -34184316.000000 Penalty: 14598.999023
	Iteration 136Q: 3 clusters Score -3.418432e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 133120 members 
Entering Unmasked Estep 
Score: -34184276.000000 Penalty: 14598.999023
	Iteration 137Q: 3 clusters Score -3.418428e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 133319 members 
Entering Unmasked Estep 
Score: -34184224.000000 Penalty: 14598.999023
	Iteration 138Q: 3 clusters Score -3.418422e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 133501 members 
Entering Unmasked Estep 
Score: -34184180.000000 Penalty: 14598.999023
	Iteration 139Q: 3 clusters Score -3.418418e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 133666 members 
Entering Unmasked Estep 
Score: -34184124.000000 Penalty: 14598.999023
	Iteration 140F: 3 clusters Score -3.418412e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 133843 members 
Entering Unmasked Estep 
Score: -34184116.000000 Penalty: 14598.999023
	Iteration 141Q: 3 clusters Score -3.418412e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 134043 members 
Entering Unmasked Estep 
Score: -34184180.000000 Penalty: 14598.999023
	Iteration 142Q: 3 clusters Score -3.418418e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 134231 members 
Entering Unmasked Estep 
Score: -34184204.000000 Penalty: 14598.999023
	Iteration 143Q: 3 clusters Score -3.41842e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 134402 members 
Entering Unmasked Estep 
Score: -34184140.000000 Penalty: 14598.999023
	Iteration 144Q: 3 clusters Score -3.418414e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 134577 members 
Entering Unmasked Estep 
Score: -34184088.000000 Penalty: 14598.999023
	Iteration 145Q: 3 clusters Score -3.418409e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 134737 members 
Entering Unmasked Estep 
Score: -34184116.000000 Penalty: 14598.999023
	Iteration 146Q: 3 clusters Score -3.418412e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 134907 members 
Entering Unmasked Estep 
Score: -34184128.000000 Penalty: 14598.999023
	Iteration 147Q: 3 clusters Score -3.418413e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 135070 members 
Entering Unmasked Estep 
Score: -34184148.000000 Penalty: 14598.999023
	Iteration 148Q: 3 clusters Score -3.418415e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 135236 members 
Entering Unmasked Estep 
Score: -34184148.000000 Penalty: 14598.999023
	Iteration 149Q: 3 clusters Score -3.418415e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 135422 members 
Entering Unmasked Estep 
Score: -34184160.000000 Penalty: 14598.999023
	Iteration 150Q: 3 clusters Score -3.418416e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 135582 members 
Entering Unmasked Estep 
Score: -34184108.000000 Penalty: 14598.999023
	Iteration 151Q: 3 clusters Score -3.418411e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 135751 members 
Entering Unmasked Estep 
Score: -34184140.000000 Penalty: 14598.999023
	Iteration 152Q: 3 clusters Score -3.418414e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 135912 members 
Entering Unmasked Estep 
Score: -34184108.000000 Penalty: 14598.999023
	Iteration 153Q: 3 clusters Score -3.418411e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 136062 members 
Entering Unmasked Estep 
Score: -34184176.000000 Penalty: 14598.999023
	Iteration 154Q: 3 clusters Score -3.418418e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 136224 members 
Entering Unmasked Estep 
Score: -34184088.000000 Penalty: 14598.999023
	Iteration 155Q: 3 clusters Score -3.418409e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 136389 members 
Entering Unmasked Estep 
Score: -34184100.000000 Penalty: 14598.999023
	Iteration 156Q: 3 clusters Score -3.41841e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 136583 members 
Entering Unmasked Estep 
Score: -34184104.000000 Penalty: 14598.999023
	Iteration 157Q: 3 clusters Score -3.41841e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 136770 members 
Entering Unmasked Estep 
Score: -34184180.000000 Penalty: 14598.999023
	Iteration 158Q: 3 clusters Score -3.418418e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 136974 members 
Entering Unmasked Estep 
Score: -34184152.000000 Penalty: 14598.999023
	Iteration 159Q: 3 clusters Score -3.418415e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 137173 members 
Entering Unmasked Estep 
Score: -34184112.000000 Penalty: 14598.999023
	Iteration 160F: 3 clusters Score -3.418411e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 137335 members 
Entering Unmasked Estep 
Score: -34184108.000000 Penalty: 14598.999023
	Iteration 161Q: 3 clusters Score -3.418411e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 137494 members 
Entering Unmasked Estep 
Score: -34184120.000000 Penalty: 14598.999023
	Iteration 162Q: 3 clusters Score -3.418412e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 137655 members 
Entering Unmasked Estep 
Score: -34184096.000000 Penalty: 14598.999023
	Iteration 163Q: 3 clusters Score -3.41841e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 137786 members 
Entering Unmasked Estep 
Score: -34184072.000000 Penalty: 14598.999023
	Iteration 164Q: 3 clusters Score -3.418407e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 137896 members 
Entering Unmasked Estep 
Score: -34184064.000000 Penalty: 14598.999023
	Iteration 165Q: 3 clusters Score -3.418406e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 138016 members 
Entering Unmasked Estep 
Score: -34184076.000000 Penalty: 14598.999023
	Iteration 166Q: 3 clusters Score -3.418408e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 138127 members 
Entering Unmasked Estep 
Score: -34184036.000000 Penalty: 14598.999023
	Iteration 167Q: 3 clusters Score -3.418404e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 138231 members 
Entering Unmasked Estep 
Score: -34184012.000000 Penalty: 14598.999023
	Iteration 168Q: 3 clusters Score -3.418401e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 138338 members 
Entering Unmasked Estep 
Score: -34183940.000000 Penalty: 14598.999023
	Iteration 169Q: 3 clusters Score -3.418394e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 138445 members 
Entering Unmasked Estep 
Score: -34183972.000000 Penalty: 14598.999023
	Iteration 170Q: 3 clusters Score -3.418397e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 138530 members 
Entering Unmasked Estep 
Score: -34183936.000000 Penalty: 14598.999023
	Iteration 171Q: 3 clusters Score -3.418394e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 138620 members 
Entering Unmasked Estep 
Score: -34183936.000000 Penalty: 14598.999023
	Iteration 172Q: 3 clusters Score -3.418394e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 138715 members 
Entering Unmasked Estep 
Score: -34183908.000000 Penalty: 14598.999023
	Iteration 173Q: 3 clusters Score -3.418391e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 138803 members 
Entering Unmasked Estep 
Score: -34183896.000000 Penalty: 14598.999023
	Iteration 174Q: 3 clusters Score -3.41839e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 138895 members 
Entering Unmasked Estep 
Score: -34183928.000000 Penalty: 14598.999023
	Iteration 175Q: 3 clusters Score -3.418393e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 138994 members 
Entering Unmasked Estep 
Score: -34183936.000000 Penalty: 14598.999023
	Iteration 176Q: 3 clusters Score -3.418394e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 139092 members 
Entering Unmasked Estep 
Score: -34183900.000000 Penalty: 14598.999023
	Iteration 177Q: 3 clusters Score -3.41839e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 139169 members 
Entering Unmasked Estep 
Score: -34183904.000000 Penalty: 14598.999023
	Iteration 178Q: 3 clusters Score -3.41839e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 139255 members 
Entering Unmasked Estep 
Score: -34183880.000000 Penalty: 14598.999023
	Iteration 179Q: 3 clusters Score -3.418388e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 139316 members 
Entering Unmasked Estep 
Score: -34183896.000000 Penalty: 14598.999023
	Iteration 180F: 3 clusters Score -3.41839e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 139366 members 
Entering Unmasked Estep 
Score: -34183820.000000 Penalty: 14598.999023
	Iteration 181Q: 3 clusters Score -3.418382e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 139419 members 
Entering Unmasked Estep 
Score: -34183812.000000 Penalty: 14598.999023
	Iteration 182Q: 3 clusters Score -3.418381e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 139477 members 
Entering Unmasked Estep 
Score: -34183832.000000 Penalty: 14598.999023
	Iteration 183Q: 3 clusters Score -3.418383e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 139538 members 
Entering Unmasked Estep 
Score: -34183816.000000 Penalty: 14598.999023
	Iteration 184Q: 3 clusters Score -3.418382e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 139598 members 
Entering Unmasked Estep 
Score: -34183796.000000 Penalty: 14598.999023
	Iteration 185Q: 3 clusters Score -3.41838e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 139660 members 
Entering Unmasked Estep 
Score: -34183804.000000 Penalty: 14598.999023
	Iteration 186Q: 3 clusters Score -3.41838e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 139741 members 
Entering Unmasked Estep 
Score: -34183836.000000 Penalty: 14598.999023
	Iteration 187Q: 3 clusters Score -3.418384e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 139813 members 
Entering Unmasked Estep 
Score: -34183808.000000 Penalty: 14598.999023
	Iteration 188Q: 3 clusters Score -3.418381e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 139860 members 
Entering Unmasked Estep 
Score: -34183824.000000 Penalty: 14598.999023
	Iteration 189Q: 3 clusters Score -3.418382e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 139905 members 
Entering Unmasked Estep 
Score: -34183800.000000 Penalty: 14598.999023
	Iteration 190Q: 3 clusters Score -3.41838e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 139959 members 
Entering Unmasked Estep 
Score: -34183756.000000 Penalty: 14598.999023
	Iteration 191Q: 3 clusters Score -3.418376e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 140009 members 
Entering Unmasked Estep 
Score: -34183768.000000 Penalty: 14598.999023
	Iteration 192Q: 3 clusters Score -3.418377e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 140065 members 
Entering Unmasked Estep 
Score: -34183752.000000 Penalty: 14598.999023
	Iteration 193Q: 3 clusters Score -3.418375e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 140120 members 
Entering Unmasked Estep 
Score: -34183756.000000 Penalty: 14598.999023
	Iteration 194Q: 3 clusters Score -3.418376e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 140166 members 
Entering Unmasked Estep 
Score: -34183760.000000 Penalty: 14598.999023
	Iteration 195Q: 3 clusters Score -3.418376e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 140196 members 
Entering Unmasked Estep 
Score: -34183752.000000 Penalty: 14598.999023
	Iteration 196Q: 3 clusters Score -3.418375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 140225 members 
Entering Unmasked Estep 
Score: -34183776.000000 Penalty: 14598.999023
	Iteration 197Q: 3 clusters Score -3.418378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 140255 members 
Entering Unmasked Estep 
Score: -34183780.000000 Penalty: 14598.999023
	Iteration 198Q: 3 clusters Score -3.418378e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 140285 members 
Entering Unmasked Estep 
Score: -34183772.000000 Penalty: 14598.999023
	Iteration 199Q: 3 clusters Score -3.418377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 140320 members 
Entering Unmasked Estep 
Score: -34183716.000000 Penalty: 14598.999023
	Iteration 200F: 3 clusters Score -3.418372e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 140345 members 
Entering Unmasked Estep 
Score: -34183700.000000 Penalty: 14598.999023
	Iteration 201Q: 3 clusters Score -3.41837e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 140379 members 
Entering Unmasked Estep 
Score: -34183688.000000 Penalty: 14598.999023
	Iteration 202Q: 3 clusters Score -3.418369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 140399 members 
Entering Unmasked Estep 
Score: -34183668.000000 Penalty: 14598.999023
	Iteration 203Q: 3 clusters Score -3.418367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 140415 members 
Entering Unmasked Estep 
Score: -34183696.000000 Penalty: 14598.999023
	Iteration 204Q: 3 clusters Score -3.41837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 140426 members 
Entering Unmasked Estep 
Score: -34183696.000000 Penalty: 14598.999023
	Iteration 205Q: 3 clusters Score -3.41837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 140439 members 
Entering Unmasked Estep 
Score: -34183692.000000 Penalty: 14598.999023
	Iteration 206Q: 3 clusters Score -3.418369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 140448 members 
Entering Unmasked Estep 
Score: -34183680.000000 Penalty: 14598.999023
	Iteration 207Q: 3 clusters Score -3.418368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 140461 members 
Entering Unmasked Estep 
Score: -34183652.000000 Penalty: 14598.999023
	Iteration 208Q: 3 clusters Score -3.418365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 140474 members 
Entering Unmasked Estep 
Score: -34183660.000000 Penalty: 14598.999023
	Iteration 209Q: 3 clusters Score -3.418366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 140483 members 
Entering Unmasked Estep 
Score: -34183664.000000 Penalty: 14598.999023
	Iteration 210Q: 3 clusters Score -3.418366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 140490 members 
Entering Unmasked Estep 
Score: -34183648.000000 Penalty: 14598.999023
	Iteration 211Q: 3 clusters Score -3.418365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 140500 members 
Entering Unmasked Estep 
Score: -34183652.000000 Penalty: 14598.999023
	Iteration 212Q: 3 clusters Score -3.418365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 140510 members 
Entering Unmasked Estep 
Score: -34183652.000000 Penalty: 14598.999023
	Iteration 213Q: 3 clusters Score -3.418365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 140528 members 
Entering Unmasked Estep 
Score: -34183648.000000 Penalty: 14598.999023
	Iteration 214Q: 3 clusters Score -3.418365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 140545 members 
Entering Unmasked Estep 
Score: -34183692.000000 Penalty: 14598.999023
	Iteration 215Q: 3 clusters Score -3.418369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 140563 members 
Entering Unmasked Estep 
Score: -34183676.000000 Penalty: 14598.999023
	Iteration 216Q: 3 clusters Score -3.418368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 140574 members 
Entering Unmasked Estep 
Score: -34183680.000000 Penalty: 14598.999023
	Iteration 217Q: 3 clusters Score -3.418368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 140588 members 
Entering Unmasked Estep 
Score: -34183696.000000 Penalty: 14598.999023
	Iteration 218Q: 3 clusters Score -3.41837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 140598 members 
Entering Unmasked Estep 
Score: -34183692.000000 Penalty: 14598.999023
	Iteration 219Q: 3 clusters Score -3.418369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 140607 members 
Entering Unmasked Estep 
Score: -34183716.000000 Penalty: 14598.999023
	Iteration 220F: 3 clusters Score -3.418372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 140614 members 
Entering Unmasked Estep 
Score: -34183700.000000 Penalty: 14598.999023
	Iteration 221Q: 3 clusters Score -3.41837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 140629 members 
Entering Unmasked Estep 
Score: -34183700.000000 Penalty: 14598.999023
	Iteration 222Q: 3 clusters Score -3.41837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 140642 members 
Entering Unmasked Estep 
Score: -34183696.000000 Penalty: 14598.999023
	Iteration 223Q: 3 clusters Score -3.41837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 140652 members 
Entering Unmasked Estep 
Score: -34183716.000000 Penalty: 14598.999023
	Iteration 224Q: 3 clusters Score -3.418372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 140663 members 
Entering Unmasked Estep 
Score: -34183688.000000 Penalty: 14598.999023
	Iteration 225Q: 3 clusters Score -3.418369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 140674 members 
Entering Unmasked Estep 
Score: -34183700.000000 Penalty: 14598.999023
	Iteration 226Q: 3 clusters Score -3.41837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 140689 members 
Entering Unmasked Estep 
Score: -34183672.000000 Penalty: 14598.999023
	Iteration 227Q: 3 clusters Score -3.418367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 140704 members 
Entering Unmasked Estep 
Score: -34183624.000000 Penalty: 14598.999023
	Iteration 228Q: 3 clusters Score -3.418362e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 140728 members 
Entering Unmasked Estep 
Score: -34183604.000000 Penalty: 14598.999023
	Iteration 229Q: 3 clusters Score -3.41836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 140751 members 
Entering Unmasked Estep 
Score: -34183640.000000 Penalty: 14598.999023
	Iteration 230Q: 3 clusters Score -3.418364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 140777 members 
Entering Unmasked Estep 
Score: -34183660.000000 Penalty: 14598.999023
	Iteration 231Q: 3 clusters Score -3.418366e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 140804 members 
Entering Unmasked Estep 
Score: -34183656.000000 Penalty: 14598.999023
	Iteration 232Q: 3 clusters Score -3.418366e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 140842 members 
Entering Unmasked Estep 
Score: -34183648.000000 Penalty: 14598.999023
	Iteration 233Q: 3 clusters Score -3.418365e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 140871 members 
Entering Unmasked Estep 
Score: -34183632.000000 Penalty: 14598.999023
	Iteration 234Q: 3 clusters Score -3.418363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 140889 members 
Entering Unmasked Estep 
Score: -34183640.000000 Penalty: 14598.999023
	Iteration 235Q: 3 clusters Score -3.418364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 140910 members 
Entering Unmasked Estep 
Score: -34183648.000000 Penalty: 14598.999023
	Iteration 236Q: 3 clusters Score -3.418365e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 140926 members 
Entering Unmasked Estep 
Score: -34183616.000000 Penalty: 14598.999023
	Iteration 237Q: 3 clusters Score -3.418362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -34183596.000000 Penalty: 14598.999023
	Iteration 238Q: 3 clusters Score -3.41836e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 140960 members 
Entering Unmasked Estep 
Score: -34183620.000000 Penalty: 14598.999023
	Iteration 239Q: 3 clusters Score -3.418362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 140973 members 
Entering Unmasked Estep 
Score: -34183620.000000 Penalty: 14598.999023
	Iteration 240F: 3 clusters Score -3.418362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 140981 members 
Entering Unmasked Estep 
Score: -34183644.000000 Penalty: 14598.999023
	Iteration 241Q: 3 clusters Score -3.418364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 140989 members 
Entering Unmasked Estep 
Score: -34183628.000000 Penalty: 14598.999023
	Iteration 242Q: 3 clusters Score -3.418363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 140999 members 
Entering Unmasked Estep 
Score: -34183636.000000 Penalty: 14598.999023
	Iteration 243Q: 3 clusters Score -3.418364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 141010 members 
Entering Unmasked Estep 
Score: -34183664.000000 Penalty: 14598.999023
	Iteration 244Q: 3 clusters Score -3.418366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 141021 members 
Entering Unmasked Estep 
Score: -34183652.000000 Penalty: 14598.999023
	Iteration 245Q: 3 clusters Score -3.418365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -34183660.000000 Penalty: 14598.999023
	Iteration 246Q: 3 clusters Score -3.418366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 141043 members 
Entering Unmasked Estep 
Score: -34183664.000000 Penalty: 14598.999023
	Iteration 247Q: 3 clusters Score -3.418366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 141056 members 
Entering Unmasked Estep 
Score: -34183664.000000 Penalty: 14598.999023
	Iteration 248Q: 3 clusters Score -3.418366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 141070 members 
Entering Unmasked Estep 
Score: -34183676.000000 Penalty: 14598.999023
	Iteration 249Q: 3 clusters Score -3.418368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -34183640.000000 Penalty: 14598.999023
	Iteration 250Q: 3 clusters Score -3.418364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 141092 members 
Entering Unmasked Estep 
Score: -34183620.000000 Penalty: 14598.999023
	Iteration 251Q: 3 clusters Score -3.418362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 141106 members 
Entering Unmasked Estep 
Score: -34183632.000000 Penalty: 14598.999023
	Iteration 252Q: 3 clusters Score -3.418363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 141121 members 
Entering Unmasked Estep 
Score: -34183656.000000 Penalty: 14598.999023
	Iteration 253Q: 3 clusters Score -3.418366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 141135 members 
Entering Unmasked Estep 
Score: -34183664.000000 Penalty: 14598.999023
	Iteration 254Q: 3 clusters Score -3.418366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 141151 members 
Entering Unmasked Estep 
Score: -34183684.000000 Penalty: 14598.999023
	Iteration 255Q: 3 clusters Score -3.418368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 141163 members 
Entering Unmasked Estep 
Score: -34183668.000000 Penalty: 14598.999023
	Iteration 256Q: 3 clusters Score -3.418367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 141176 members 
Entering Unmasked Estep 
Score: -34183644.000000 Penalty: 14598.999023
	Iteration 257Q: 3 clusters Score -3.418364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 141192 members 
Entering Unmasked Estep 
Score: -34183656.000000 Penalty: 14598.999023
	Iteration 258Q: 3 clusters Score -3.418366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 141211 members 
Entering Unmasked Estep 
Score: -34183656.000000 Penalty: 14598.999023
	Iteration 259Q: 3 clusters Score -3.418366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 141238 members 
Entering Unmasked Estep 
Score: -34183648.000000 Penalty: 14598.999023
	Iteration 260F: 3 clusters Score -3.418365e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 141268 members 
Entering Unmasked Estep 
Score: -34183676.000000 Penalty: 14598.999023
	Iteration 261Q: 3 clusters Score -3.418368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 141286 members 
Entering Unmasked Estep 
Score: -34183640.000000 Penalty: 14598.999023
	Iteration 262Q: 3 clusters Score -3.418364e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 141305 members 
Entering Unmasked Estep 
Score: -34183664.000000 Penalty: 14598.999023
	Iteration 263Q: 3 clusters Score -3.418366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 141324 members 
Entering Unmasked Estep 
Score: -34183624.000000 Penalty: 14598.999023
	Iteration 264Q: 3 clusters Score -3.418362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 141335 members 
Entering Unmasked Estep 
Score: -34183616.000000 Penalty: 14598.999023
	Iteration 265Q: 3 clusters Score -3.418362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 141344 members 
Entering Unmasked Estep 
Score: -34183624.000000 Penalty: 14598.999023
	Iteration 266Q: 3 clusters Score -3.418362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 141351 members 
Entering Unmasked Estep 
Score: -34183628.000000 Penalty: 14598.999023
	Iteration 267Q: 3 clusters Score -3.418363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 141354 members 
Entering Unmasked Estep 
Score: -34183636.000000 Penalty: 14598.999023
	Iteration 268Q: 3 clusters Score -3.418364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 141357 members 
Entering Unmasked Estep 
Score: -34183640.000000 Penalty: 14598.999023
	Iteration 269Q: 3 clusters Score -3.418364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 141360 members 
Entering Unmasked Estep 
Score: -34183640.000000 Penalty: 14598.999023
	Iteration 270Q: 3 clusters Score -3.418364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 141367 members 
Entering Unmasked Estep 
Score: -34183600.000000 Penalty: 14598.999023
	Iteration 271Q: 3 clusters Score -3.41836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 141369 members 
Entering Unmasked Estep 
Score: -34183608.000000 Penalty: 14598.999023
	Iteration 272Q: 3 clusters Score -3.418361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 141375 members 
Entering Unmasked Estep 
Score: -34183624.000000 Penalty: 14598.999023
	Iteration 273Q: 3 clusters Score -3.418362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 141378 members 
Entering Unmasked Estep 
Score: -34183616.000000 Penalty: 14598.999023
	Iteration 274Q: 3 clusters Score -3.418362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 141382 members 
Entering Unmasked Estep 
Score: -34183604.000000 Penalty: 14598.999023
	Iteration 275Q: 3 clusters Score -3.41836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 141384 members 
Entering Unmasked Estep 
Score: -34183612.000000 Penalty: 14598.999023
	Iteration 276Q: 3 clusters Score -3.418361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 141388 members 
Entering Unmasked Estep 
Score: -34183596.000000 Penalty: 14598.999023
	Iteration 277Q: 3 clusters Score -3.41836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 141392 members 
Entering Unmasked Estep 
Score: -34183616.000000 Penalty: 14598.999023
	Iteration 278Q: 3 clusters Score -3.418362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 141396 members 
Entering Unmasked Estep 
Score: -34183616.000000 Penalty: 14598.999023
	Iteration 279Q: 3 clusters Score -3.418362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 141402 members 
Entering Unmasked Estep 
Score: -34183616.000000 Penalty: 14598.999023
	Iteration 280F: 3 clusters Score -3.418362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 141406 members 
Entering Unmasked Estep 
Score: -34183600.000000 Penalty: 14598.999023
	Iteration 281Q: 3 clusters Score -3.41836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 141411 members 
Entering Unmasked Estep 
Score: -34183596.000000 Penalty: 14598.999023
	Iteration 282Q: 3 clusters Score -3.41836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 141412 members 
Entering Unmasked Estep 
Score: -34183580.000000 Penalty: 14598.999023
	Iteration 283Q: 3 clusters Score -3.418358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 141418 members 
Entering Unmasked Estep 
Score: -34183584.000000 Penalty: 14598.999023
	Iteration 284Q: 3 clusters Score -3.418358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 141419 members 
Entering Unmasked Estep 
Score: -34183600.000000 Penalty: 14598.999023
	Iteration 285Q: 3 clusters Score -3.41836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 141421 members 
Entering Unmasked Estep 
Score: -34183580.000000 Penalty: 14598.999023
	Iteration 286Q: 3 clusters Score -3.418358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -34183580.000000 Penalty: 14598.999023
	Iteration 287Q: 3 clusters Score -3.418358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 141425 members 
Entering Unmasked Estep 
Score: -34183572.000000 Penalty: 14598.999023
	Iteration 288Q: 3 clusters Score -3.418357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 141436 members 
Entering Unmasked Estep 
Score: -34183604.000000 Penalty: 14598.999023
	Iteration 289Q: 3 clusters Score -3.41836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 141444 members 
Entering Unmasked Estep 
Score: -34183608.000000 Penalty: 14598.999023
	Iteration 290Q: 3 clusters Score -3.418361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 141449 members 
Entering Unmasked Estep 
Score: -34183608.000000 Penalty: 14598.999023
	Iteration 291Q: 3 clusters Score -3.418361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 141455 members 
Entering Unmasked Estep 
Score: -34183604.000000 Penalty: 14598.999023
	Iteration 292Q: 3 clusters Score -3.41836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 141465 members 
Entering Unmasked Estep 
Score: -34183628.000000 Penalty: 14598.999023
	Iteration 293Q: 3 clusters Score -3.418363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 141473 members 
Entering Unmasked Estep 
Score: -34183612.000000 Penalty: 14598.999023
	Iteration 294Q: 3 clusters Score -3.418361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 141479 members 
Entering Unmasked Estep 
Score: -34183572.000000 Penalty: 14598.999023
	Iteration 295Q: 3 clusters Score -3.418357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 141482 members 
Entering Unmasked Estep 
Score: -34183612.000000 Penalty: 14598.999023
	Iteration 296Q: 3 clusters Score -3.418361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 141491 members 
Entering Unmasked Estep 
Score: -34183604.000000 Penalty: 14598.999023
	Iteration 297Q: 3 clusters Score -3.41836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 141499 members 
Entering Unmasked Estep 
Score: -34183608.000000 Penalty: 14598.999023
	Iteration 298Q: 3 clusters Score -3.418361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 141506 members 
Entering Unmasked Estep 
Score: -34183608.000000 Penalty: 14598.999023
	Iteration 299Q: 3 clusters Score -3.418361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 141512 members 
Entering Unmasked Estep 
Score: -34183616.000000 Penalty: 14598.999023
	Iteration 300F: 3 clusters Score -3.418362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 141519 members 
Entering Unmasked Estep 
Score: -34183624.000000 Penalty: 14598.999023
	Iteration 301Q: 3 clusters Score -3.418362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 141521 members 
Entering Unmasked Estep 
Score: -34183612.000000 Penalty: 14598.999023
	Iteration 302Q: 3 clusters Score -3.418361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 141523 members 
Entering Unmasked Estep 
Score: -34183640.000000 Penalty: 14598.999023
	Iteration 303Q: 3 clusters Score -3.418364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 141525 members 
Entering Unmasked Estep 
Score: -34183636.000000 Penalty: 14598.999023
	Iteration 304Q: 3 clusters Score -3.418364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 141527 members 
Entering Unmasked Estep 
Score: -34183632.000000 Penalty: 14598.999023
	Iteration 305Q: 3 clusters Score -3.418363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 141526 members 
Entering Unmasked Estep 
Score: -34183632.000000 Penalty: 14598.999023
	Iteration 306Q: 3 clusters Score -3.418363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 141527 members 
Entering Unmasked Estep 
Score: -34183648.000000 Penalty: 14598.999023
	Iteration 307Q: 3 clusters Score -3.418365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 141528 members 
Entering Unmasked Estep 
Score: -34183632.000000 Penalty: 14598.999023
	Iteration 308Q: 3 clusters Score -3.418363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 141530 members 
Entering Unmasked Estep 
Score: -34183640.000000 Penalty: 14598.999023
	Iteration 309Q: 3 clusters Score -3.418364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 141532 members 
Entering Unmasked Estep 
Score: -34183644.000000 Penalty: 14598.999023
	Iteration 310Q: 3 clusters Score -3.418364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 141532 members 
Entering Unmasked Estep 
Score: -34183632.000000 Penalty: 14598.999023
	Iteration 311Q: 3 clusters Score -3.418363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -34183640.000000 Penalty: 14598.999023
	Iteration 312Q: 3 clusters Score -3.418364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 141535 members 
Entering Unmasked Estep 
Score: -34183644.000000 Penalty: 14598.999023
	Iteration 313Q: 3 clusters Score -3.418364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 141538 members 
Entering Unmasked Estep 
Score: -34183636.000000 Penalty: 14598.999023
	Iteration 314Q: 3 clusters Score -3.418364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 141540 members 
Entering Unmasked Estep 
Score: -34183644.000000 Penalty: 14598.999023
	Iteration 315Q: 3 clusters Score -3.418364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 141541 members 
Entering Unmasked Estep 
Score: -34183628.000000 Penalty: 14598.999023
	Iteration 316Q: 3 clusters Score -3.418363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 141540 members 
Entering Unmasked Estep 
Score: -34183632.000000 Penalty: 14598.999023
	Iteration 317Q: 3 clusters Score -3.418363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 141543 members 
Entering Unmasked Estep 
Score: -34183640.000000 Penalty: 14598.999023
	Iteration 318Q: 3 clusters Score -3.418364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 141543 members 
Entering Unmasked Estep 
Score: -34183660.000000 Penalty: 14598.999023
	Iteration 319Q: 3 clusters Score -3.418366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 141543 members 
Entering Unmasked Estep 
Score: -34183660.000000 Penalty: 14598.999023
	Iteration 320F: 3 clusters Score -3.418366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Entering Unmasked Estep 
Score: -3544167.750000 Penalty: 5933.141113
	Iteration 0F: 2 clusters Score -3544168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3530087.250000 Penalty: 11866.282227
	Iteration 0F: 3 clusters Score -3530087 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3533494.500000 Penalty: 11866.282227
	Iteration 1F: 3 clusters Score -3533494 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3534072.250000 Penalty: 11866.282227
	Iteration 2F: 3 clusters Score -3534072 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3534431.000000 Penalty: 11866.282227
	Iteration 3Q: 3 clusters Score -3534431 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3534735.000000 Penalty: 11866.282227
	Iteration 4Q: 3 clusters Score -3534735 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -3534985.000000 Penalty: 11866.282227
	Iteration 5Q: 3 clusters Score -3534985 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -3535184.250000 Penalty: 11866.282227
	Iteration 6Q: 3 clusters Score -3535184 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3535396.000000 Penalty: 11866.282227
	Iteration 7Q: 3 clusters Score -3535396 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3535589.250000 Penalty: 11866.282227
	Iteration 8Q: 3 clusters Score -3535589 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3535775.750000 Penalty: 11866.282227
	Iteration 9Q: 3 clusters Score -3535776 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3535979.250000 Penalty: 11866.282227
	Iteration 10Q: 3 clusters Score -3535979 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3536180.250000 Penalty: 11866.282227
	Iteration 11Q: 3 clusters Score -3536180 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3536400.250000 Penalty: 11866.282227
	Iteration 12Q: 3 clusters Score -3536400 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3536657.500000 Penalty: 11866.282227
	Iteration 13Q: 3 clusters Score -3536658 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3537002.750000 Penalty: 11866.282227
	Iteration 14Q: 3 clusters Score -3537003 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3537278.750000 Penalty: 11866.282227
	Iteration 15Q: 3 clusters Score -3537279 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3537565.250000 Penalty: 11866.282227
	Iteration 16Q: 3 clusters Score -3537565 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3537874.000000 Penalty: 11866.282227
	Iteration 17Q: 3 clusters Score -3537874 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3538152.000000 Penalty: 11866.282227
	Iteration 18Q: 3 clusters Score -3538152 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3538418.250000 Penalty: 11866.282227
	Iteration 19Q: 3 clusters Score -3538418 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3538637.250000 Penalty: 11866.282227
	Iteration 20F: 3 clusters Score -3538637 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3538841.250000 Penalty: 11866.282227
	Iteration 21Q: 3 clusters Score -3538841 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3539012.500000 Penalty: 11866.282227
	Iteration 22Q: 3 clusters Score -3539012 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3539162.750000 Penalty: 11866.282227
	Iteration 23Q: 3 clusters Score -3539163 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3539289.000000 Penalty: 11866.282227
	Iteration 24Q: 3 clusters Score -3539289 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3539415.250000 Penalty: 11866.282227
	Iteration 25Q: 3 clusters Score -3539415 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3539551.250000 Penalty: 11866.282227
	Iteration 26Q: 3 clusters Score -3539551 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3539670.750000 Penalty: 11866.282227
	Iteration 27Q: 3 clusters Score -3539671 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3539762.750000 Penalty: 11866.282227
	Iteration 28Q: 3 clusters Score -3539763 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3539835.500000 Penalty: 11866.282227
	Iteration 29Q: 3 clusters Score -3539836 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3539890.500000 Penalty: 11866.282227
	Iteration 30Q: 3 clusters Score -3539890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3539925.250000 Penalty: 11866.282227
	Iteration 31Q: 3 clusters Score -3539925 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3539956.750000 Penalty: 11866.282227
	Iteration 32Q: 3 clusters Score -3539957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3539983.000000 Penalty: 11866.282227
	Iteration 33Q: 3 clusters Score -3539983 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3540035.250000 Penalty: 11866.282227
	Iteration 34Q: 3 clusters Score -3540035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3540057.250000 Penalty: 11866.282227
	Iteration 35Q: 3 clusters Score -3540057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3540086.500000 Penalty: 11866.282227
	Iteration 36Q: 3 clusters Score -3540086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3540104.250000 Penalty: 11866.282227
	Iteration 37Q: 3 clusters Score -3540104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3540130.250000 Penalty: 11866.282227
	Iteration 38Q: 3 clusters Score -3540130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3540138.250000 Penalty: 11866.282227
	Iteration 39Q: 3 clusters Score -3540138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3540159.750000 Penalty: 11866.282227
	Iteration 40F: 3 clusters Score -3540160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3540163.250000 Penalty: 11866.282227
	Iteration 41Q: 3 clusters Score -3540163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3540160.500000 Penalty: 11866.282227
	Iteration 42Q: 3 clusters Score -3540160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3540161.750000 Penalty: 11866.282227
	Iteration 43Q: 3 clusters Score -3540162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3540166.750000 Penalty: 11866.282227
	Iteration 44Q: 3 clusters Score -3540167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3540176.500000 Penalty: 11866.282227
	Iteration 45Q: 3 clusters Score -3540176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3540178.500000 Penalty: 11866.282227
	Iteration 46Q: 3 clusters Score -3540178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3540184.500000 Penalty: 11866.282227
	Iteration 47Q: 3 clusters Score -3540184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3540192.250000 Penalty: 11866.282227
	Iteration 48Q: 3 clusters Score -3540192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3540197.750000 Penalty: 11866.282227
	Iteration 49Q: 3 clusters Score -3540198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3540199.750000 Penalty: 11866.282227
	Iteration 50Q: 3 clusters Score -3540200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3540205.750000 Penalty: 11866.282227
	Iteration 51Q: 3 clusters Score -3540206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3540205.750000 Penalty: 11866.282227
	Iteration 52Q: 3 clusters Score -3540206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3540206.000000 Penalty: 11866.282227
	Iteration 53Q: 3 clusters Score -3540206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3540204.250000 Penalty: 11866.282227
	Iteration 54Q: 3 clusters Score -3540204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3540212.500000 Penalty: 11866.282227
	Iteration 55Q: 3 clusters Score -3540212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3540213.250000 Penalty: 11866.282227
	Iteration 56Q: 3 clusters Score -3540213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3540209.500000 Penalty: 11866.282227
	Iteration 57Q: 3 clusters Score -3540210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3540207.250000 Penalty: 11866.282227
	Iteration 58Q: 3 clusters Score -3540207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3540210.250000 Penalty: 11866.282227
	Iteration 59Q: 3 clusters Score -3540210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3540210.500000 Penalty: 11866.282227
	Iteration 60F: 3 clusters Score -3540210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Entering Unmasked Estep 
Score: -4597777.500000 Penalty: 6075.307129
	Iteration 0F: 2 clusters Score -4597778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4581106.000000 Penalty: 12150.614258
	Iteration 0F: 3 clusters Score -4581106 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -4585595.000000 Penalty: 12150.614258
	Iteration 1F: 3 clusters Score -4585595 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4586189.500000 Penalty: 12150.614258
	Iteration 2F: 3 clusters Score -4586190 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -4586558.000000 Penalty: 12150.614258
	Iteration 3Q: 3 clusters Score -4586558 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -4586829.500000 Penalty: 12150.614258
	Iteration 4Q: 3 clusters Score -4586830 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4587007.000000 Penalty: 12150.614258
	Iteration 5Q: 3 clusters Score -4587007 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4587148.500000 Penalty: 12150.614258
	Iteration 6Q: 3 clusters Score -4587148 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -4587290.500000 Penalty: 12150.614258
	Iteration 7Q: 3 clusters Score -4587290 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -4587381.000000 Penalty: 12150.614258
	Iteration 8Q: 3 clusters Score -4587381 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -4587505.000000 Penalty: 12150.614258
	Iteration 9Q: 3 clusters Score -4587505 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -4587603.500000 Penalty: 12150.614258
	Iteration 10Q: 3 clusters Score -4587604 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -4587720.000000 Penalty: 12150.614258
	Iteration 11Q: 3 clusters Score -4587720 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -4587812.500000 Penalty: 12150.614258
	Iteration 12Q: 3 clusters Score -4587812 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -4587910.500000 Penalty: 12150.614258
	Iteration 13Q: 3 clusters Score -4587910 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -4587989.500000 Penalty: 12150.614258
	Iteration 14Q: 3 clusters Score -4587990 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -4588075.000000 Penalty: 12150.614258
	Iteration 15Q: 3 clusters Score -4588075 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -4588163.000000 Penalty: 12150.614258
	Iteration 16Q: 3 clusters Score -4588163 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -4588253.000000 Penalty: 12150.614258
	Iteration 17Q: 3 clusters Score -4588253 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -4588386.500000 Penalty: 12150.614258
	Iteration 18Q: 3 clusters Score -4588386 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -4588494.500000 Penalty: 12150.614258
	Iteration 19Q: 3 clusters Score -4588494 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -4588620.000000 Penalty: 12150.614258
	Iteration 20F: 3 clusters Score -4588620 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4588765.000000 Penalty: 12150.614258
	Iteration 21Q: 3 clusters Score -4588765 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4588903.500000 Penalty: 12150.614258
	Iteration 22Q: 3 clusters Score -4588904 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -4589087.000000 Penalty: 12150.614258
	Iteration 23Q: 3 clusters Score -4589087 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4589243.500000 Penalty: 12150.614258
	Iteration 24Q: 3 clusters Score -4589244 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4589413.500000 Penalty: 12150.614258
	Iteration 25Q: 3 clusters Score -4589414 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -4589577.000000 Penalty: 12150.614258
	Iteration 26Q: 3 clusters Score -4589577 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -4589722.500000 Penalty: 12150.614258
	Iteration 27Q: 3 clusters Score -4589722 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -4589887.500000 Penalty: 12150.614258
	Iteration 28Q: 3 clusters Score -4589888 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -4590054.000000 Penalty: 12150.614258
	Iteration 29Q: 3 clusters Score -4590054 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4590212.000000 Penalty: 12150.614258
	Iteration 30Q: 3 clusters Score -4590212 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4590367.500000 Penalty: 12150.614258
	Iteration 31Q: 3 clusters Score -4590368 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4590496.000000 Penalty: 12150.614258
	Iteration 32Q: 3 clusters Score -4590496 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -4590620.500000 Penalty: 12150.614258
	Iteration 33Q: 3 clusters Score -4590620 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -4590769.500000 Penalty: 12150.614258
	Iteration 34Q: 3 clusters Score -4590770 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4590863.500000 Penalty: 12150.614258
	Iteration 35Q: 3 clusters Score -4590864 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4590977.000000 Penalty: 12150.614258
	Iteration 36Q: 3 clusters Score -4590977 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4591107.500000 Penalty: 12150.614258
	Iteration 37Q: 3 clusters Score -4591108 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -4591219.500000 Penalty: 12150.614258
	Iteration 38Q: 3 clusters Score -4591220 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4591339.000000 Penalty: 12150.614258
	Iteration 39Q: 3 clusters Score -4591339 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4591443.500000 Penalty: 12150.614258
	Iteration 40F: 3 clusters Score -4591444 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -4591574.000000 Penalty: 12150.614258
	Iteration 41Q: 3 clusters Score -4591574 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4591666.500000 Penalty: 12150.614258
	Iteration 42Q: 3 clusters Score -4591666 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -4591764.500000 Penalty: 12150.614258
	Iteration 43Q: 3 clusters Score -4591764 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4591860.000000 Penalty: 12150.614258
	Iteration 44Q: 3 clusters Score -4591860 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4591959.500000 Penalty: 12150.614258
	Iteration 45Q: 3 clusters Score -4591960 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4592071.500000 Penalty: 12150.614258
	Iteration 46Q: 3 clusters Score -4592072 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -4592154.500000 Penalty: 12150.614258
	Iteration 47Q: 3 clusters Score -4592154 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4592204.500000 Penalty: 12150.614258
	Iteration 48Q: 3 clusters Score -4592204 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4592263.500000 Penalty: 12150.614258
	Iteration 49Q: 3 clusters Score -4592264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4592316.000000 Penalty: 12150.614258
	Iteration 50Q: 3 clusters Score -4592316 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4592348.000000 Penalty: 12150.614258
	Iteration 51Q: 3 clusters Score -4592348 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -4592397.000000 Penalty: 12150.614258
	Iteration 52Q: 3 clusters Score -4592397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4592427.500000 Penalty: 12150.614258
	Iteration 53Q: 3 clusters Score -4592428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -4592458.500000 Penalty: 12150.614258
	Iteration 54Q: 3 clusters Score -4592458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4592473.500000 Penalty: 12150.614258
	Iteration 55Q: 3 clusters Score -4592474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4592481.000000 Penalty: 12150.614258
	Iteration 56Q: 3 clusters Score -4592481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4592489.500000 Penalty: 12150.614258
	Iteration 57Q: 3 clusters Score -4592490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4592515.000000 Penalty: 12150.614258
	Iteration 58Q: 3 clusters Score -4592515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4592546.500000 Penalty: 12150.614258
	Iteration 59Q: 3 clusters Score -4592546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4592565.000000 Penalty: 12150.614258
	Iteration 60F: 3 clusters Score -4592565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4592594.000000 Penalty: 12150.614258
	Iteration 61Q: 3 clusters Score -4592594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -4592623.500000 Penalty: 12150.614258
	Iteration 62Q: 3 clusters Score -4592624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4592640.500000 Penalty: 12150.614258
	Iteration 63Q: 3 clusters Score -4592640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4592647.000000 Penalty: 12150.614258
	Iteration 64Q: 3 clusters Score -4592647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4592659.500000 Penalty: 12150.614258
	Iteration 65Q: 3 clusters Score -4592660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4592657.000000 Penalty: 12150.614258
	Iteration 66Q: 3 clusters Score -4592657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4592663.500000 Penalty: 12150.614258
	Iteration 67Q: 3 clusters Score -4592664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4592678.000000 Penalty: 12150.614258
	Iteration 68Q: 3 clusters Score -4592678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4592681.500000 Penalty: 12150.614258
	Iteration 69Q: 3 clusters Score -4592682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -4592681.000000 Penalty: 12150.614258
	Iteration 70Q: 3 clusters Score -4592681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4592677.500000 Penalty: 12150.614258
	Iteration 71Q: 3 clusters Score -4592678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4592682.500000 Penalty: 12150.614258
	Iteration 72Q: 3 clusters Score -4592682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -4592691.500000 Penalty: 12150.614258
	Iteration 73Q: 3 clusters Score -4592692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4592688.000000 Penalty: 12150.614258
	Iteration 74Q: 3 clusters Score -4592688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -4592697.000000 Penalty: 12150.614258
	Iteration 75Q: 3 clusters Score -4592697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -4592699.000000 Penalty: 12150.614258
	Iteration 76Q: 3 clusters Score -4592699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -4592698.500000 Penalty: 12150.614258
	Iteration 77Q: 3 clusters Score -4592698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4592703.500000 Penalty: 12150.614258
	Iteration 78Q: 3 clusters Score -4592704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4592693.000000 Penalty: 12150.614258
	Iteration 79Q: 3 clusters Score -4592693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -4592697.500000 Penalty: 12150.614258
	Iteration 80F: 3 clusters Score -4592698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125060 members 
Entering Unmasked Estep 
Score: -28845262.000000 Penalty: 7188.636719
	Iteration 0F: 2 clusters Score -2.884526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -28763160.000000 Penalty: 14377.273438
	Iteration 0F: 3 clusters Score -2.876316e+07 nChanged 57936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -28795472.000000 Penalty: 14377.273438
	Iteration 1F: 3 clusters Score -2.879547e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -28796882.000000 Penalty: 14377.273438
	Iteration 2Q: 3 clusters Score -2.879688e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -28798252.000000 Penalty: 14377.273438
	Iteration 3Q: 3 clusters Score -2.879825e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -28800138.000000 Penalty: 14377.273438
	Iteration 4Q: 3 clusters Score -2.880014e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -28802448.000000 Penalty: 14377.273438
	Iteration 5Q: 3 clusters Score -2.880245e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -28805340.000000 Penalty: 14377.273438
	Iteration 6Q: 3 clusters Score -2.880534e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -28808722.000000 Penalty: 14377.273438
	Iteration 7F: 3 clusters Score -2.880872e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -28813590.000000 Penalty: 14377.273438
	Iteration 8F: 3 clusters Score -2.881359e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -28819488.000000 Penalty: 14377.273438
	Iteration 9F: 3 clusters Score -2.881949e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 103312 members 
Entering Unmasked Estep 
Score: -28825730.000000 Penalty: 14377.273438
	Iteration 10F: 3 clusters Score -2.882573e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 110145 members 
Entering Unmasked Estep 
Score: -28831614.000000 Penalty: 14377.273438
	Iteration 11F: 3 clusters Score -2.883161e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 115168 members 
Entering Unmasked Estep 
Score: -28835730.000000 Penalty: 14377.273438
	Iteration 12Q: 3 clusters Score -2.883573e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 118340 members 
Entering Unmasked Estep 
Score: -28837998.000000 Penalty: 14377.273438
	Iteration 13Q: 3 clusters Score -2.8838e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -28839192.000000 Penalty: 14377.273438
	Iteration 14Q: 3 clusters Score -2.883919e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -28839754.000000 Penalty: 14377.273438
	Iteration 15Q: 3 clusters Score -2.883975e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 121672 members 
Entering Unmasked Estep 
Score: -28840078.000000 Penalty: 14377.273438
	Iteration 16Q: 3 clusters Score -2.884008e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 122048 members 
Entering Unmasked Estep 
Score: -28840268.000000 Penalty: 14377.273438
	Iteration 17Q: 3 clusters Score -2.884027e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 122318 members 
Entering Unmasked Estep 
Score: -28840424.000000 Penalty: 14377.273438
	Iteration 18Q: 3 clusters Score -2.884042e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 122519 members 
Entering Unmasked Estep 
Score: -28840434.000000 Penalty: 14377.273438
	Iteration 19Q: 3 clusters Score -2.884043e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -28840564.000000 Penalty: 14377.273438
	Iteration 20F: 3 clusters Score -2.884056e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 122786 members 
Entering Unmasked Estep 
Score: -28840678.000000 Penalty: 14377.273438
	Iteration 21Q: 3 clusters Score -2.884068e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -28840764.000000 Penalty: 14377.273438
	Iteration 22Q: 3 clusters Score -2.884076e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 122973 members 
Entering Unmasked Estep 
Score: -28840914.000000 Penalty: 14377.273438
	Iteration 23Q: 3 clusters Score -2.884091e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 123049 members 
Entering Unmasked Estep 
Score: -28841068.000000 Penalty: 14377.273438
	Iteration 24Q: 3 clusters Score -2.884107e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 123082 members 
Entering Unmasked Estep 
Score: -28841172.000000 Penalty: 14377.273438
	Iteration 25Q: 3 clusters Score -2.884117e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 123093 members 
Entering Unmasked Estep 
Score: -28841262.000000 Penalty: 14377.273438
	Iteration 26Q: 3 clusters Score -2.884126e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 123100 members 
Entering Unmasked Estep 
Score: -28841278.000000 Penalty: 14377.273438
	Iteration 27Q: 3 clusters Score -2.884128e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -28841312.000000 Penalty: 14377.273438
	Iteration 28Q: 3 clusters Score -2.884131e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 123109 members 
Entering Unmasked Estep 
Score: -28841342.000000 Penalty: 14377.273438
	Iteration 29Q: 3 clusters Score -2.884134e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 123112 members 
Entering Unmasked Estep 
Score: -28841342.000000 Penalty: 14377.273438
	Iteration 30Q: 3 clusters Score -2.884134e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 123113 members 
Entering Unmasked Estep 
Score: -28841358.000000 Penalty: 14377.273438
	Iteration 31Q: 3 clusters Score -2.884136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 123111 members 
Entering Unmasked Estep 
Score: -28841378.000000 Penalty: 14377.273438
	Iteration 32Q: 3 clusters Score -2.884138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 123106 members 
Entering Unmasked Estep 
Score: -28841362.000000 Penalty: 14377.273438
	Iteration 33Q: 3 clusters Score -2.884136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -28841364.000000 Penalty: 14377.273438
	Iteration 34Q: 3 clusters Score -2.884136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 123102 members 
Entering Unmasked Estep 
Score: -28841372.000000 Penalty: 14377.273438
	Iteration 35Q: 3 clusters Score -2.884137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 123101 members 
Entering Unmasked Estep 
Score: -28841368.000000 Penalty: 14377.273438
	Iteration 36Q: 3 clusters Score -2.884137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 123098 members 
Entering Unmasked Estep 
Score: -28841352.000000 Penalty: 14377.273438
	Iteration 37Q: 3 clusters Score -2.884135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -28841338.000000 Penalty: 14377.273438
	Iteration 38Q: 3 clusters Score -2.884134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 123096 members 
Entering Unmasked Estep 
Score: -28841350.000000 Penalty: 14377.273438
	Iteration 39Q: 3 clusters Score -2.884135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -28841362.000000 Penalty: 14377.273438
	Iteration 40F: 3 clusters Score -2.884136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -28841378.000000 Penalty: 14377.273438
	Iteration 41Q: 3 clusters Score -2.884138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -28841374.000000 Penalty: 14377.273438
	Iteration 42Q: 3 clusters Score -2.884137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 123098 members 
Entering Unmasked Estep 
Score: -28841380.000000 Penalty: 14377.273438
	Iteration 43Q: 3 clusters Score -2.884138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -28841392.000000 Penalty: 14377.273438
	Iteration 44Q: 3 clusters Score -2.884139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -28841392.000000 Penalty: 14377.273438
	Iteration 45F: 3 clusters Score -2.884139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -1512605.125000 Penalty: 5381.610840
	Iteration 0F: 2 clusters Score -1512605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1504512.875000 Penalty: 10763.221680
	Iteration 0F: 3 clusters Score -1504513 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1505941.375000 Penalty: 10763.221680
	Iteration 1F: 3 clusters Score -1505941 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1506317.125000 Penalty: 10763.221680
	Iteration 2F: 3 clusters Score -1506317 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1506510.375000 Penalty: 10763.221680
	Iteration 3Q: 3 clusters Score -1506510 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1506631.000000 Penalty: 10763.221680
	Iteration 4Q: 3 clusters Score -1506631 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1506710.750000 Penalty: 10763.221680
	Iteration 5Q: 3 clusters Score -1506711 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1506782.625000 Penalty: 10763.221680
	Iteration 6Q: 3 clusters Score -1506783 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1506841.500000 Penalty: 10763.221680
	Iteration 7Q: 3 clusters Score -1506842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1506884.250000 Penalty: 10763.221680
	Iteration 8Q: 3 clusters Score -1506884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1506911.375000 Penalty: 10763.221680
	Iteration 9Q: 3 clusters Score -1506911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1506940.875000 Penalty: 10763.221680
	Iteration 10Q: 3 clusters Score -1506941 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1506967.250000 Penalty: 10763.221680
	Iteration 11Q: 3 clusters Score -1506967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1506987.250000 Penalty: 10763.221680
	Iteration 12Q: 3 clusters Score -1506987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1507002.000000 Penalty: 10763.221680
	Iteration 13Q: 3 clusters Score -1507002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1507014.125000 Penalty: 10763.221680
	Iteration 14Q: 3 clusters Score -1507014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1507019.625000 Penalty: 10763.221680
	Iteration 15Q: 3 clusters Score -1507020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1507027.250000 Penalty: 10763.221680
	Iteration 16Q: 3 clusters Score -1507027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1507031.125000 Penalty: 10763.221680
	Iteration 17Q: 3 clusters Score -1507031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1507037.000000 Penalty: 10763.221680
	Iteration 18Q: 3 clusters Score -1507037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1507037.625000 Penalty: 10763.221680
	Iteration 19Q: 3 clusters Score -1507038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1507039.750000 Penalty: 10763.221680
	Iteration 20F: 3 clusters Score -1507040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1507043.125000 Penalty: 10763.221680
	Iteration 21Q: 3 clusters Score -1507043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1507048.875000 Penalty: 10763.221680
	Iteration 22Q: 3 clusters Score -1507049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1507053.375000 Penalty: 10763.221680
	Iteration 23Q: 3 clusters Score -1507053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1507053.250000 Penalty: 10763.221680
	Iteration 24Q: 3 clusters Score -1507053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1507058.000000 Penalty: 10763.221680
	Iteration 25Q: 3 clusters Score -1507058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1507058.125000 Penalty: 10763.221680
	Iteration 26Q: 3 clusters Score -1507058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1507061.750000 Penalty: 10763.221680
	Iteration 27Q: 3 clusters Score -1507062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1507063.875000 Penalty: 10763.221680
	Iteration 28Q: 3 clusters Score -1507064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1507064.375000 Penalty: 10763.221680
	Iteration 29Q: 3 clusters Score -1507064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1507066.750000 Penalty: 10763.221680
	Iteration 30Q: 3 clusters Score -1507067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1507067.750000 Penalty: 10763.221680
	Iteration 31Q: 3 clusters Score -1507068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1507069.125000 Penalty: 10763.221680
	Iteration 32Q: 3 clusters Score -1507069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1507073.500000 Penalty: 10763.221680
	Iteration 33Q: 3 clusters Score -1507074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1507071.875000 Penalty: 10763.221680
	Iteration 34Q: 3 clusters Score -1507072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1507070.375000 Penalty: 10763.221680
	Iteration 35Q: 3 clusters Score -1507070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1507070.375000 Penalty: 10763.221680
	Iteration 36F: 3 clusters Score -1507070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Entering Unmasked Estep 
Score: -3967253.750000 Penalty: 5979.742676
	Iteration 0F: 2 clusters Score -3967254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3952442.750000 Penalty: 11959.485352
	Iteration 0F: 3 clusters Score -3952443 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3956156.250000 Penalty: 11959.485352
	Iteration 1F: 3 clusters Score -3956156 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3956773.250000 Penalty: 11959.485352
	Iteration 2F: 3 clusters Score -3956773 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3957168.000000 Penalty: 11959.485352
	Iteration 3F: 3 clusters Score -3957168 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3957521.250000 Penalty: 11959.485352
	Iteration 4Q: 3 clusters Score -3957521 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3957843.000000 Penalty: 11959.485352
	Iteration 5Q: 3 clusters Score -3957843 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3958161.000000 Penalty: 11959.485352
	Iteration 6Q: 3 clusters Score -3958161 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3958610.750000 Penalty: 11959.485352
	Iteration 7Q: 3 clusters Score -3958611 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3959513.000000 Penalty: 11959.485352
	Iteration 8Q: 3 clusters Score -3959513 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3961047.750000 Penalty: 11959.485352
	Iteration 9F: 3 clusters Score -3961048 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3962696.750000 Penalty: 11959.485352
	Iteration 10F: 3 clusters Score -3962697 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3963809.750000 Penalty: 11959.485352
	Iteration 11F: 3 clusters Score -3963810 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3964632.250000 Penalty: 11959.485352
	Iteration 12F: 3 clusters Score -3964632 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3965192.500000 Penalty: 11959.485352
	Iteration 13Q: 3 clusters Score -3965192 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3965559.000000 Penalty: 11959.485352
	Iteration 14Q: 3 clusters Score -3965559 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3965756.250000 Penalty: 11959.485352
	Iteration 15Q: 3 clusters Score -3965756 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3965901.000000 Penalty: 11959.485352
	Iteration 16Q: 3 clusters Score -3965901 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3965990.500000 Penalty: 11959.485352
	Iteration 17Q: 3 clusters Score -3965990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3966052.000000 Penalty: 11959.485352
	Iteration 18Q: 3 clusters Score -3966052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3966112.750000 Penalty: 11959.485352
	Iteration 19Q: 3 clusters Score -3966113 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3966145.250000 Penalty: 11959.485352
	Iteration 20F: 3 clusters Score -3966145 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3966183.500000 Penalty: 11959.485352
	Iteration 21Q: 3 clusters Score -3966184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3966203.250000 Penalty: 11959.485352
	Iteration 22Q: 3 clusters Score -3966203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3966223.750000 Penalty: 11959.485352
	Iteration 23Q: 3 clusters Score -3966224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3966234.250000 Penalty: 11959.485352
	Iteration 24Q: 3 clusters Score -3966234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3966246.000000 Penalty: 11959.485352
	Iteration 25Q: 3 clusters Score -3966246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3966254.750000 Penalty: 11959.485352
	Iteration 26Q: 3 clusters Score -3966255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3966277.500000 Penalty: 11959.485352
	Iteration 27Q: 3 clusters Score -3966278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3966279.250000 Penalty: 11959.485352
	Iteration 28Q: 3 clusters Score -3966279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3966306.000000 Penalty: 11959.485352
	Iteration 29Q: 3 clusters Score -3966306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3966312.500000 Penalty: 11959.485352
	Iteration 30Q: 3 clusters Score -3966312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3966318.500000 Penalty: 11959.485352
	Iteration 31Q: 3 clusters Score -3966318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3966321.000000 Penalty: 11959.485352
	Iteration 32Q: 3 clusters Score -3966321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3966317.250000 Penalty: 11959.485352
	Iteration 33Q: 3 clusters Score -3966317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3966344.500000 Penalty: 11959.485352
	Iteration 34Q: 3 clusters Score -3966344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3966342.000000 Penalty: 11959.485352
	Iteration 35Q: 3 clusters Score -3966342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3966352.500000 Penalty: 11959.485352
	Iteration 36Q: 3 clusters Score -3966352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3966348.250000 Penalty: 11959.485352
	Iteration 37Q: 3 clusters Score -3966348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3966355.500000 Penalty: 11959.485352
	Iteration 38Q: 3 clusters Score -3966356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3966358.750000 Penalty: 11959.485352
	Iteration 39Q: 3 clusters Score -3966359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3966367.250000 Penalty: 11959.485352
	Iteration 40F: 3 clusters Score -3966367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3966374.750000 Penalty: 11959.485352
	Iteration 41Q: 3 clusters Score -3966375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3966380.500000 Penalty: 11959.485352
	Iteration 42Q: 3 clusters Score -3966380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3966378.750000 Penalty: 11959.485352
	Iteration 43Q: 3 clusters Score -3966379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3966388.250000 Penalty: 11959.485352
	Iteration 44Q: 3 clusters Score -3966388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3966399.500000 Penalty: 11959.485352
	Iteration 45Q: 3 clusters Score -3966400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3966417.000000 Penalty: 11959.485352
	Iteration 46Q: 3 clusters Score -3966417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3966419.500000 Penalty: 11959.485352
	Iteration 47Q: 3 clusters Score -3966420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3966445.750000 Penalty: 11959.485352
	Iteration 48Q: 3 clusters Score -3966446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3966452.750000 Penalty: 11959.485352
	Iteration 49Q: 3 clusters Score -3966453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3966469.000000 Penalty: 11959.485352
	Iteration 50Q: 3 clusters Score -3966469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3966473.500000 Penalty: 11959.485352
	Iteration 51Q: 3 clusters Score -3966474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3966489.000000 Penalty: 11959.485352
	Iteration 52Q: 3 clusters Score -3966489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3966528.500000 Penalty: 11959.485352
	Iteration 53Q: 3 clusters Score -3966528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3966558.000000 Penalty: 11959.485352
	Iteration 54Q: 3 clusters Score -3966558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3966775.750000 Penalty: 11959.485352
	Iteration 55Q: 3 clusters Score -3966776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3966969.000000 Penalty: 11959.485352
	Iteration 56Q: 3 clusters Score -3966969 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3967032.500000 Penalty: 11959.485352
	Iteration 57Q: 3 clusters Score -3967032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3967049.500000 Penalty: 11959.485352
	Iteration 58Q: 3 clusters Score -3967050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3967066.250000 Penalty: 11959.485352
	Iteration 59Q: 3 clusters Score -3967066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3967057.500000 Penalty: 11959.485352
	Iteration 60F: 3 clusters Score -3967058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3967058.500000 Penalty: 11959.485352
	Iteration 61Q: 3 clusters Score -3967058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3967056.250000 Penalty: 11959.485352
	Iteration 62Q: 3 clusters Score -3967056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3967059.500000 Penalty: 11959.485352
	Iteration 63Q: 3 clusters Score -3967060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3967065.000000 Penalty: 11959.485352
	Iteration 64Q: 3 clusters Score -3967065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3967067.250000 Penalty: 11959.485352
	Iteration 65Q: 3 clusters Score -3967067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3967066.750000 Penalty: 11959.485352
	Iteration 66Q: 3 clusters Score -3967067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3967064.500000 Penalty: 11959.485352
	Iteration 67Q: 3 clusters Score -3967064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3967065.500000 Penalty: 11959.485352
	Iteration 68Q: 3 clusters Score -3967066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3967065.500000 Penalty: 11959.485352
	Iteration 69F: 3 clusters Score -3967066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Entering Unmasked Estep 
Score: -4430222.500000 Penalty: 6062.754395
	Iteration 0F: 2 clusters Score -4430222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4413709.000000 Penalty: 12125.508789
	Iteration 0F: 3 clusters Score -4413709 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4417999.000000 Penalty: 12125.508789
	Iteration 1F: 3 clusters Score -4417999 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -4418760.500000 Penalty: 12125.508789
	Iteration 2F: 3 clusters Score -4418760 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -4419551.500000 Penalty: 12125.508789
	Iteration 3F: 3 clusters Score -4419552 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4420509.500000 Penalty: 12125.508789
	Iteration 4F: 3 clusters Score -4420510 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -4421726.000000 Penalty: 12125.508789
	Iteration 5F: 3 clusters Score -4421726 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4422880.000000 Penalty: 12125.508789
	Iteration 6F: 3 clusters Score -4422880 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -4424017.500000 Penalty: 12125.508789
	Iteration 7F: 3 clusters Score -4424018 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -4425033.000000 Penalty: 12125.508789
	Iteration 8F: 3 clusters Score -4425033 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -4425799.000000 Penalty: 12125.508789
	Iteration 9Q: 3 clusters Score -4425799 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4426437.500000 Penalty: 12125.508789
	Iteration 10Q: 3 clusters Score -4426438 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4427011.000000 Penalty: 12125.508789
	Iteration 11Q: 3 clusters Score -4427011 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -4427587.500000 Penalty: 12125.508789
	Iteration 12Q: 3 clusters Score -4427588 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4428075.500000 Penalty: 12125.508789
	Iteration 13Q: 3 clusters Score -4428076 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -4428553.000000 Penalty: 12125.508789
	Iteration 14Q: 3 clusters Score -4428553 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -4428832.000000 Penalty: 12125.508789
	Iteration 15Q: 3 clusters Score -4428832 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -4429023.000000 Penalty: 12125.508789
	Iteration 16Q: 3 clusters Score -4429023 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -4429133.000000 Penalty: 12125.508789
	Iteration 17Q: 3 clusters Score -4429133 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4429206.000000 Penalty: 12125.508789
	Iteration 18Q: 3 clusters Score -4429206 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4429250.000000 Penalty: 12125.508789
	Iteration 19Q: 3 clusters Score -4429250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -4429295.500000 Penalty: 12125.508789
	Iteration 20F: 3 clusters Score -4429296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4429313.000000 Penalty: 12125.508789
	Iteration 21Q: 3 clusters Score -4429313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -4429327.000000 Penalty: 12125.508789
	Iteration 22Q: 3 clusters Score -4429327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4429349.000000 Penalty: 12125.508789
	Iteration 23Q: 3 clusters Score -4429349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4429357.500000 Penalty: 12125.508789
	Iteration 24Q: 3 clusters Score -4429358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4429373.500000 Penalty: 12125.508789
	Iteration 25Q: 3 clusters Score -4429374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4429383.500000 Penalty: 12125.508789
	Iteration 26Q: 3 clusters Score -4429384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -4429400.500000 Penalty: 12125.508789
	Iteration 27Q: 3 clusters Score -4429400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -4429413.000000 Penalty: 12125.508789
	Iteration 28Q: 3 clusters Score -4429413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4429417.000000 Penalty: 12125.508789
	Iteration 29Q: 3 clusters Score -4429417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -4429429.000000 Penalty: 12125.508789
	Iteration 30Q: 3 clusters Score -4429429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -4429432.500000 Penalty: 12125.508789
	Iteration 31Q: 3 clusters Score -4429432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -4429446.000000 Penalty: 12125.508789
	Iteration 32Q: 3 clusters Score -4429446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4429456.000000 Penalty: 12125.508789
	Iteration 33Q: 3 clusters Score -4429456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4429452.000000 Penalty: 12125.508789
	Iteration 34Q: 3 clusters Score -4429452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -4429453.000000 Penalty: 12125.508789
	Iteration 35Q: 3 clusters Score -4429453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -4429446.500000 Penalty: 12125.508789
	Iteration 36Q: 3 clusters Score -4429446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -4429442.500000 Penalty: 12125.508789
	Iteration 37Q: 3 clusters Score -4429442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4429447.500000 Penalty: 12125.508789
	Iteration 38Q: 3 clusters Score -4429448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4429449.500000 Penalty: 12125.508789
	Iteration 39Q: 3 clusters Score -4429450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -4429451.000000 Penalty: 12125.508789
	Iteration 40F: 3 clusters Score -4429451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4429455.500000 Penalty: 12125.508789
	Iteration 41Q: 3 clusters Score -4429456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -4429463.500000 Penalty: 12125.508789
	Iteration 42Q: 3 clusters Score -4429464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -4429464.500000 Penalty: 12125.508789
	Iteration 43Q: 3 clusters Score -4429464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -4429458.000000 Penalty: 12125.508789
	Iteration 44Q: 3 clusters Score -4429458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4429461.500000 Penalty: 12125.508789
	Iteration 45Q: 3 clusters Score -4429462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -4429462.500000 Penalty: 12125.508789
	Iteration 46Q: 3 clusters Score -4429462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -4429461.000000 Penalty: 12125.508789
	Iteration 47Q: 3 clusters Score -4429461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4429454.500000 Penalty: 12125.508789
	Iteration 48Q: 3 clusters Score -4429454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4429461.500000 Penalty: 12125.508789
	Iteration 49Q: 3 clusters Score -4429462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -4429466.000000 Penalty: 12125.508789
	Iteration 50Q: 3 clusters Score -4429466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -4429470.000000 Penalty: 12125.508789
	Iteration 51Q: 3 clusters Score -4429470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4429478.500000 Penalty: 12125.508789
	Iteration 52Q: 3 clusters Score -4429478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -4429488.000000 Penalty: 12125.508789
	Iteration 53Q: 3 clusters Score -4429488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4429486.500000 Penalty: 12125.508789
	Iteration 54Q: 3 clusters Score -4429486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -4429488.000000 Penalty: 12125.508789
	Iteration 55Q: 3 clusters Score -4429488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -4429488.500000 Penalty: 12125.508789
	Iteration 56Q: 3 clusters Score -4429488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -4429482.000000 Penalty: 12125.508789
	Iteration 57Q: 3 clusters Score -4429482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -4429482.000000 Penalty: 12125.508789
	Iteration 58Q: 3 clusters Score -4429482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -4429482.500000 Penalty: 12125.508789
	Iteration 59Q: 3 clusters Score -4429482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -4429478.000000 Penalty: 12125.508789
	Iteration 60F: 3 clusters Score -4429478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4429483.000000 Penalty: 12125.508789
	Iteration 61Q: 3 clusters Score -4429483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4429485.500000 Penalty: 12125.508789
	Iteration 62Q: 3 clusters Score -4429486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4429485.500000 Penalty: 12125.508789
	Iteration 63F: 3 clusters Score -4429486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -251929.890625 Penalty: 4327.165039
	Iteration 0F: 2 clusters Score -251929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -247755.421875 Penalty: 8654.330078
	Iteration 0F: 3 clusters Score -247755.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -248270.109375 Penalty: 8654.330078
	Iteration 1F: 3 clusters Score -248270.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -248521.062500 Penalty: 8654.330078
	Iteration 2F: 3 clusters Score -248521.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -248669.921875 Penalty: 8654.330078
	Iteration 3Q: 3 clusters Score -248669.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -248766.828125 Penalty: 8654.330078
	Iteration 4Q: 3 clusters Score -248766.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -248853.390625 Penalty: 8654.330078
	Iteration 5Q: 3 clusters Score -248853.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -248912.328125 Penalty: 8654.330078
	Iteration 6Q: 3 clusters Score -248912.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -248966.687500 Penalty: 8654.330078
	Iteration 7Q: 3 clusters Score -248966.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -249035.312500 Penalty: 8654.330078
	Iteration 8Q: 3 clusters Score -249035.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -249119.343750 Penalty: 8654.330078
	Iteration 9Q: 3 clusters Score -249119.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -249186.843750 Penalty: 8654.330078
	Iteration 10Q: 3 clusters Score -249186.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -249323.421875 Penalty: 8654.330078
	Iteration 11Q: 3 clusters Score -249323.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -249449.359375 Penalty: 8654.330078
	Iteration 12Q: 3 clusters Score -249449.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -249506.875000 Penalty: 8654.330078
	Iteration 13Q: 3 clusters Score -249506.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -249577.781250 Penalty: 8654.330078
	Iteration 14Q: 3 clusters Score -249577.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -249716.328125 Penalty: 8654.330078
	Iteration 15Q: 3 clusters Score -249716.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -249805.734375 Penalty: 8654.330078
	Iteration 16Q: 3 clusters Score -249805.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -249836.281250 Penalty: 8654.330078
	Iteration 17Q: 3 clusters Score -249836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -249846.281250 Penalty: 8654.330078
	Iteration 18Q: 3 clusters Score -249846.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -249853.015625 Penalty: 8654.330078
	Iteration 19Q: 3 clusters Score -249853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -249859.765625 Penalty: 8654.330078
	Iteration 20F: 3 clusters Score -249859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -249866.750000 Penalty: 8654.330078
	Iteration 21Q: 3 clusters Score -249866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -249884.734375 Penalty: 8654.330078
	Iteration 22Q: 3 clusters Score -249884.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -249912.265625 Penalty: 8654.330078
	Iteration 23Q: 3 clusters Score -249912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -249913.546875 Penalty: 8654.330078
	Iteration 24Q: 3 clusters Score -249913.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -249913.546875 Penalty: 8654.330078
	Iteration 25F: 3 clusters Score -249913.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Entering Unmasked Estep 
Score: -14656828.000000 Penalty: 6779.176758
	Iteration 0F: 2 clusters Score -1.465683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -14611973.000000 Penalty: 13558.353516
	Iteration 0F: 3 clusters Score -1.461197e+07 nChanged 28707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -14627378.000000 Penalty: 13558.353516
	Iteration 1F: 3 clusters Score -1.462738e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -14628452.000000 Penalty: 13558.353516
	Iteration 2Q: 3 clusters Score -1.462845e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -14629355.000000 Penalty: 13558.353516
	Iteration 3Q: 3 clusters Score -1.462936e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -14630191.000000 Penalty: 13558.353516
	Iteration 4Q: 3 clusters Score -1.463019e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -14630954.000000 Penalty: 13558.353516
	Iteration 5Q: 3 clusters Score -1.463095e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -14631915.000000 Penalty: 13558.353516
	Iteration 6Q: 3 clusters Score -1.463192e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -14632718.000000 Penalty: 13558.353516
	Iteration 7Q: 3 clusters Score -1.463272e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -14633883.000000 Penalty: 13558.353516
	Iteration 8Q: 3 clusters Score -1.463388e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -14634949.000000 Penalty: 13558.353516
	Iteration 9Q: 3 clusters Score -1.463495e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -14636096.000000 Penalty: 13558.353516
	Iteration 10Q: 3 clusters Score -1.46361e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -14637166.000000 Penalty: 13558.353516
	Iteration 11Q: 3 clusters Score -1.463717e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -14638117.000000 Penalty: 13558.353516
	Iteration 12Q: 3 clusters Score -1.463812e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -14639156.000000 Penalty: 13558.353516
	Iteration 13Q: 3 clusters Score -1.463916e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -14640282.000000 Penalty: 13558.353516
	Iteration 14Q: 3 clusters Score -1.464028e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -14641537.000000 Penalty: 13558.353516
	Iteration 15Q: 3 clusters Score -1.464154e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -14642734.000000 Penalty: 13558.353516
	Iteration 16Q: 3 clusters Score -1.464273e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -14644192.000000 Penalty: 13558.353516
	Iteration 17Q: 3 clusters Score -1.464419e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -14645575.000000 Penalty: 13558.353516
	Iteration 18Q: 3 clusters Score -1.464558e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -14646917.000000 Penalty: 13558.353516
	Iteration 19Q: 3 clusters Score -1.464692e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -14648107.000000 Penalty: 13558.353516
	Iteration 20F: 3 clusters Score -1.464811e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -14648938.000000 Penalty: 13558.353516
	Iteration 21Q: 3 clusters Score -1.464894e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -14649537.000000 Penalty: 13558.353516
	Iteration 22Q: 3 clusters Score -1.464954e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -14649973.000000 Penalty: 13558.353516
	Iteration 23Q: 3 clusters Score -1.464997e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14650269.000000 Penalty: 13558.353516
	Iteration 24Q: 3 clusters Score -1.465027e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -14650386.000000 Penalty: 13558.353516
	Iteration 25Q: 3 clusters Score -1.465039e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -14650547.000000 Penalty: 13558.353516
	Iteration 26Q: 3 clusters Score -1.465055e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -14650605.000000 Penalty: 13558.353516
	Iteration 27Q: 3 clusters Score -1.46506e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14650647.000000 Penalty: 13558.353516
	Iteration 28Q: 3 clusters Score -1.465065e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -14650697.000000 Penalty: 13558.353516
	Iteration 29Q: 3 clusters Score -1.46507e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14650715.000000 Penalty: 13558.353516
	Iteration 30Q: 3 clusters Score -1.465072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -14650732.000000 Penalty: 13558.353516
	Iteration 31Q: 3 clusters Score -1.465073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14650759.000000 Penalty: 13558.353516
	Iteration 32Q: 3 clusters Score -1.465076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14650783.000000 Penalty: 13558.353516
	Iteration 33Q: 3 clusters Score -1.465078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -14650825.000000 Penalty: 13558.353516
	Iteration 34Q: 3 clusters Score -1.465082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -14650832.000000 Penalty: 13558.353516
	Iteration 35Q: 3 clusters Score -1.465083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14650834.000000 Penalty: 13558.353516
	Iteration 36Q: 3 clusters Score -1.465083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14650846.000000 Penalty: 13558.353516
	Iteration 37Q: 3 clusters Score -1.465085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63246 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -14650865.000000 Penalty: 13558.353516
	Iteration 38Q: 3 clusters Score -1.465086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -14650869.000000 Penalty: 13558.353516
	Iteration 39Q: 3 clusters Score -1.465087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -14650873.000000 Penalty: 13558.353516
	Iteration 40F: 3 clusters Score -1.465087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14650869.000000 Penalty: 13558.353516
	Iteration 41Q: 3 clusters Score -1.465087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14650864.000000 Penalty: 13558.353516
	Iteration 42Q: 3 clusters Score -1.465086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14650864.000000 Penalty: 13558.353516
	Iteration 43Q: 3 clusters Score -1.465086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14650861.000000 Penalty: 13558.353516
	Iteration 44Q: 3 clusters Score -1.465086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14650861.000000 Penalty: 13558.353516
	Iteration 45F: 3 clusters Score -1.465086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (115687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115687 members 
Entering Unmasked Estep 
Score: -26297742.000000 Penalty: 7140.919434
	Iteration 0F: 2 clusters Score -2.629774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -26219058.000000 Penalty: 14281.838867
	Iteration 0F: 3 clusters Score -2.621906e+07 nChanged 53276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -26248878.000000 Penalty: 14281.838867
	Iteration 1F: 3 clusters Score -2.624888e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -26250068.000000 Penalty: 14281.838867
	Iteration 2Q: 3 clusters Score -2.625007e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -26251134.000000 Penalty: 14281.838867
	Iteration 3Q: 3 clusters Score -2.625113e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -26252506.000000 Penalty: 14281.838867
	Iteration 4Q: 3 clusters Score -2.625251e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69605 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -26253924.000000 Penalty: 14281.838867
	Iteration 5Q: 3 clusters Score -2.625392e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -26256394.000000 Penalty: 14281.838867
	Iteration 6Q: 3 clusters Score -2.625639e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -26260636.000000 Penalty: 14281.838867
	Iteration 7F: 3 clusters Score -2.626064e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -26267156.000000 Penalty: 14281.838867
	Iteration 8F: 3 clusters Score -2.626716e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99249 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -26275606.000000 Penalty: 14281.838867
	Iteration 9F: 3 clusters Score -2.627561e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -26283530.000000 Penalty: 14281.838867
	Iteration 10F: 3 clusters Score -2.628353e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112336 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -26288140.000000 Penalty: 14281.838867
	Iteration 11Q: 3 clusters Score -2.628814e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114245 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -26290120.000000 Penalty: 14281.838867
	Iteration 12Q: 3 clusters Score -2.629012e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114847 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -26290786.000000 Penalty: 14281.838867
	Iteration 13Q: 3 clusters Score -2.629079e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -26290982.000000 Penalty: 14281.838867
	Iteration 14Q: 3 clusters Score -2.629098e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115102 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -26291080.000000 Penalty: 14281.838867
	Iteration 15Q: 3 clusters Score -2.629108e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -26291176.000000 Penalty: 14281.838867
	Iteration 16Q: 3 clusters Score -2.629118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115159 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -26291212.000000 Penalty: 14281.838867
	Iteration 17Q: 3 clusters Score -2.629121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115162 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -26291228.000000 Penalty: 14281.838867
	Iteration 18Q: 3 clusters Score -2.629123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115160 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -26291232.000000 Penalty: 14281.838867
	Iteration 19Q: 3 clusters Score -2.629123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115163 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -26291234.000000 Penalty: 14281.838867
	Iteration 20F: 3 clusters Score -2.629123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115165 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -26291244.000000 Penalty: 14281.838867
	Iteration 21Q: 3 clusters Score -2.629124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -26291238.000000 Penalty: 14281.838867
	Iteration 22Q: 3 clusters Score -2.629124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115170 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -26291232.000000 Penalty: 14281.838867
	Iteration 23Q: 3 clusters Score -2.629123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115173 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -26291236.000000 Penalty: 14281.838867
	Iteration 24Q: 3 clusters Score -2.629124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115174 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -26291238.000000 Penalty: 14281.838867
	Iteration 25Q: 3 clusters Score -2.629124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -26291242.000000 Penalty: 14281.838867
	Iteration 26Q: 3 clusters Score -2.629124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115177 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -26291236.000000 Penalty: 14281.838867
	Iteration 27Q: 3 clusters Score -2.629124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115177 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -26291236.000000 Penalty: 14281.838867
	Iteration 28F: 3 clusters Score -2.629124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Entering Unmasked Estep 
Score: -3913042.250000 Penalty: 5968.069824
	Iteration 0F: 2 clusters Score -3913042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3898451.750000 Penalty: 11936.139648
	Iteration 0F: 3 clusters Score -3898452 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3902077.000000 Penalty: 11936.139648
	Iteration 1F: 3 clusters Score -3902077 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3902678.500000 Penalty: 11936.139648
	Iteration 2F: 3 clusters Score -3902678 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3903043.250000 Penalty: 11936.139648
	Iteration 3Q: 3 clusters Score -3903043 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3903300.500000 Penalty: 11936.139648
	Iteration 4Q: 3 clusters Score -3903300 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3903476.750000 Penalty: 11936.139648
	Iteration 5Q: 3 clusters Score -3903477 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3903594.500000 Penalty: 11936.139648
	Iteration 6Q: 3 clusters Score -3903594 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3903707.750000 Penalty: 11936.139648
	Iteration 7Q: 3 clusters Score -3903708 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3903796.000000 Penalty: 11936.139648
	Iteration 8Q: 3 clusters Score -3903796 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3903884.250000 Penalty: 11936.139648
	Iteration 9Q: 3 clusters Score -3903884 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3903948.250000 Penalty: 11936.139648
	Iteration 10Q: 3 clusters Score -3903948 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3903995.500000 Penalty: 11936.139648
	Iteration 11Q: 3 clusters Score -3903996 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3904022.500000 Penalty: 11936.139648
	Iteration 12Q: 3 clusters Score -3904022 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3904083.750000 Penalty: 11936.139648
	Iteration 13Q: 3 clusters Score -3904084 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3904097.250000 Penalty: 11936.139648
	Iteration 14Q: 3 clusters Score -3904097 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3904140.250000 Penalty: 11936.139648
	Iteration 15Q: 3 clusters Score -3904140 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3904164.750000 Penalty: 11936.139648
	Iteration 16Q: 3 clusters Score -3904165 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3904193.000000 Penalty: 11936.139648
	Iteration 17Q: 3 clusters Score -3904193 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3904217.500000 Penalty: 11936.139648
	Iteration 18Q: 3 clusters Score -3904218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3904250.750000 Penalty: 11936.139648
	Iteration 19Q: 3 clusters Score -3904251 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3904272.500000 Penalty: 11936.139648
	Iteration 20F: 3 clusters Score -3904272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3904298.750000 Penalty: 11936.139648
	Iteration 21Q: 3 clusters Score -3904299 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3904326.750000 Penalty: 11936.139648
	Iteration 22Q: 3 clusters Score -3904327 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3904344.750000 Penalty: 11936.139648
	Iteration 23Q: 3 clusters Score -3904345 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3904388.250000 Penalty: 11936.139648
	Iteration 24Q: 3 clusters Score -3904388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3904423.000000 Penalty: 11936.139648
	Iteration 25Q: 3 clusters Score -3904423 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3904439.250000 Penalty: 11936.139648
	Iteration 26Q: 3 clusters Score -3904439 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -3904473.000000 Penalty: 11936.139648
	Iteration 27Q: 3 clusters Score -3904473 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3904526.750000 Penalty: 11936.139648
	Iteration 28Q: 3 clusters Score -3904527 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3904574.750000 Penalty: 11936.139648
	Iteration 29Q: 3 clusters Score -3904575 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3904635.750000 Penalty: 11936.139648
	Iteration 30Q: 3 clusters Score -3904636 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3904687.000000 Penalty: 11936.139648
	Iteration 31Q: 3 clusters Score -3904687 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3904743.750000 Penalty: 11936.139648
	Iteration 32Q: 3 clusters Score -3904744 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3904802.750000 Penalty: 11936.139648
	Iteration 33Q: 3 clusters Score -3904803 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3904868.000000 Penalty: 11936.139648
	Iteration 34Q: 3 clusters Score -3904868 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3904939.250000 Penalty: 11936.139648
	Iteration 35Q: 3 clusters Score -3904939 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3905016.500000 Penalty: 11936.139648
	Iteration 36Q: 3 clusters Score -3905016 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3905089.500000 Penalty: 11936.139648
	Iteration 37Q: 3 clusters Score -3905090 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3905149.500000 Penalty: 11936.139648
	Iteration 38Q: 3 clusters Score -3905150 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3905240.750000 Penalty: 11936.139648
	Iteration 39Q: 3 clusters Score -3905241 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3905328.500000 Penalty: 11936.139648
	Iteration 40F: 3 clusters Score -3905328 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3905402.500000 Penalty: 11936.139648
	Iteration 41Q: 3 clusters Score -3905402 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3905492.000000 Penalty: 11936.139648
	Iteration 42Q: 3 clusters Score -3905492 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3905599.750000 Penalty: 11936.139648
	Iteration 43Q: 3 clusters Score -3905600 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3905706.750000 Penalty: 11936.139648
	Iteration 44Q: 3 clusters Score -3905707 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3905832.250000 Penalty: 11936.139648
	Iteration 45Q: 3 clusters Score -3905832 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3906016.250000 Penalty: 11936.139648
	Iteration 46Q: 3 clusters Score -3906016 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3906153.750000 Penalty: 11936.139648
	Iteration 47Q: 3 clusters Score -3906154 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3906311.500000 Penalty: 11936.139648
	Iteration 48Q: 3 clusters Score -3906312 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3906478.000000 Penalty: 11936.139648
	Iteration 49Q: 3 clusters Score -3906478 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3906596.250000 Penalty: 11936.139648
	Iteration 50Q: 3 clusters Score -3906596 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3906704.750000 Penalty: 11936.139648
	Iteration 51Q: 3 clusters Score -3906705 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3906808.250000 Penalty: 11936.139648
	Iteration 52Q: 3 clusters Score -3906808 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3906904.500000 Penalty: 11936.139648
	Iteration 53Q: 3 clusters Score -3906904 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3906983.500000 Penalty: 11936.139648
	Iteration 54Q: 3 clusters Score -3906984 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3907076.000000 Penalty: 11936.139648
	Iteration 55Q: 3 clusters Score -3907076 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3907164.250000 Penalty: 11936.139648
	Iteration 56Q: 3 clusters Score -3907164 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3907235.750000 Penalty: 11936.139648
	Iteration 57Q: 3 clusters Score -3907236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3907283.500000 Penalty: 11936.139648
	Iteration 58Q: 3 clusters Score -3907284 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3907342.500000 Penalty: 11936.139648
	Iteration 59Q: 3 clusters Score -3907342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3907390.000000 Penalty: 11936.139648
	Iteration 60F: 3 clusters Score -3907390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3907441.000000 Penalty: 11936.139648
	Iteration 61Q: 3 clusters Score -3907441 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3907480.250000 Penalty: 11936.139648
	Iteration 62Q: 3 clusters Score -3907480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3907515.000000 Penalty: 11936.139648
	Iteration 63Q: 3 clusters Score -3907515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3907539.000000 Penalty: 11936.139648
	Iteration 64Q: 3 clusters Score -3907539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3907558.250000 Penalty: 11936.139648
	Iteration 65Q: 3 clusters Score -3907558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3907579.750000 Penalty: 11936.139648
	Iteration 66Q: 3 clusters Score -3907580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3907608.250000 Penalty: 11936.139648
	Iteration 67Q: 3 clusters Score -3907608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3907624.750000 Penalty: 11936.139648
	Iteration 68Q: 3 clusters Score -3907625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3907639.000000 Penalty: 11936.139648
	Iteration 69Q: 3 clusters Score -3907639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3907676.000000 Penalty: 11936.139648
	Iteration 70Q: 3 clusters Score -3907676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3907685.000000 Penalty: 11936.139648
	Iteration 71Q: 3 clusters Score -3907685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3907706.250000 Penalty: 11936.139648
	Iteration 72Q: 3 clusters Score -3907706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3907722.750000 Penalty: 11936.139648
	Iteration 73Q: 3 clusters Score -3907723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3907750.250000 Penalty: 11936.139648
	Iteration 74Q: 3 clusters Score -3907750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3907767.000000 Penalty: 11936.139648
	Iteration 75Q: 3 clusters Score -3907767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3907778.000000 Penalty: 11936.139648
	Iteration 76Q: 3 clusters Score -3907778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3907792.750000 Penalty: 11936.139648
	Iteration 77Q: 3 clusters Score -3907793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3907801.250000 Penalty: 11936.139648
	Iteration 78Q: 3 clusters Score -3907801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3907808.500000 Penalty: 11936.139648
	Iteration 79Q: 3 clusters Score -3907808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3907808.000000 Penalty: 11936.139648
	Iteration 80F: 3 clusters Score -3907808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3907820.250000 Penalty: 11936.139648
	Iteration 81Q: 3 clusters Score -3907820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3907819.500000 Penalty: 11936.139648
	Iteration 82Q: 3 clusters Score -3907820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3907821.750000 Penalty: 11936.139648
	Iteration 83Q: 3 clusters Score -3907822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3907824.000000 Penalty: 11936.139648
	Iteration 84Q: 3 clusters Score -3907824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3907836.500000 Penalty: 11936.139648
	Iteration 85Q: 3 clusters Score -3907836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3907833.000000 Penalty: 11936.139648
	Iteration 86Q: 3 clusters Score -3907833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3907830.500000 Penalty: 11936.139648
	Iteration 87Q: 3 clusters Score -3907830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3907832.500000 Penalty: 11936.139648
	Iteration 88Q: 3 clusters Score -3907832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3907837.750000 Penalty: 11936.139648
	Iteration 89Q: 3 clusters Score -3907838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3907839.750000 Penalty: 11936.139648
	Iteration 90Q: 3 clusters Score -3907840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3907835.000000 Penalty: 11936.139648
	Iteration 91Q: 3 clusters Score -3907835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3907835.000000 Penalty: 11936.139648
	Iteration 92F: 3 clusters Score -3907835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (54780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Entering Unmasked Estep 
Score: -12431051.000000 Penalty: 6683.036621
	Iteration 0F: 2 clusters Score -1.243105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -12392191.000000 Penalty: 13366.073242
	Iteration 0F: 3 clusters Score -1.239219e+07 nChanged 24328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -12405189.000000 Penalty: 13366.073242
	Iteration 1F: 3 clusters Score -1.240519e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -12406086.000000 Penalty: 13366.073242
	Iteration 2F: 3 clusters Score -1.240609e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -12406952.000000 Penalty: 13366.073242
	Iteration 3Q: 3 clusters Score -1.240695e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -12407725.000000 Penalty: 13366.073242
	Iteration 4Q: 3 clusters Score -1.240772e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -12408349.000000 Penalty: 13366.073242
	Iteration 5Q: 3 clusters Score -1.240835e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -12409109.000000 Penalty: 13366.073242
	Iteration 6Q: 3 clusters Score -1.240911e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -12409970.000000 Penalty: 13366.073242
	Iteration 7Q: 3 clusters Score -1.240997e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -12410891.000000 Penalty: 13366.073242
	Iteration 8Q: 3 clusters Score -1.241089e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -12412323.000000 Penalty: 13366.073242
	Iteration 9Q: 3 clusters Score -1.241232e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -12414032.000000 Penalty: 13366.073242
	Iteration 10F: 3 clusters Score -1.241403e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -12415893.000000 Penalty: 13366.073242
	Iteration 11F: 3 clusters Score -1.241589e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -12417908.000000 Penalty: 13366.073242
	Iteration 12F: 3 clusters Score -1.241791e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -12419903.000000 Penalty: 13366.073242
	Iteration 13Q: 3 clusters Score -1.24199e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -12421662.000000 Penalty: 13366.073242
	Iteration 14Q: 3 clusters Score -1.242166e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -12422916.000000 Penalty: 13366.073242
	Iteration 15Q: 3 clusters Score -1.242292e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -12423703.000000 Penalty: 13366.073242
	Iteration 16Q: 3 clusters Score -1.24237e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -12424235.000000 Penalty: 13366.073242
	Iteration 17Q: 3 clusters Score -1.242424e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -12424598.000000 Penalty: 13366.073242
	Iteration 18Q: 3 clusters Score -1.24246e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -12424851.000000 Penalty: 13366.073242
	Iteration 19Q: 3 clusters Score -1.242485e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -12424980.000000 Penalty: 13366.073242
	Iteration 20F: 3 clusters Score -1.242498e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -12425033.000000 Penalty: 13366.073242
	Iteration 21Q: 3 clusters Score -1.242503e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -12425066.000000 Penalty: 13366.073242
	Iteration 22Q: 3 clusters Score -1.242507e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -12425117.000000 Penalty: 13366.073242
	Iteration 23Q: 3 clusters Score -1.242512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -12425132.000000 Penalty: 13366.073242
	Iteration 24Q: 3 clusters Score -1.242513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -12425140.000000 Penalty: 13366.073242
	Iteration 25Q: 3 clusters Score -1.242514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -12425163.000000 Penalty: 13366.073242
	Iteration 26Q: 3 clusters Score -1.242516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -12425177.000000 Penalty: 13366.073242
	Iteration 27Q: 3 clusters Score -1.242518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -12425190.000000 Penalty: 13366.073242
	Iteration 28Q: 3 clusters Score -1.242519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -12425186.000000 Penalty: 13366.073242
	Iteration 29Q: 3 clusters Score -1.242519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -12425188.000000 Penalty: 13366.073242
	Iteration 30Q: 3 clusters Score -1.242519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -12425186.000000 Penalty: 13366.073242
	Iteration 31Q: 3 clusters Score -1.242519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -12425194.000000 Penalty: 13366.073242
	Iteration 32Q: 3 clusters Score -1.242519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -12425198.000000 Penalty: 13366.073242
	Iteration 33Q: 3 clusters Score -1.24252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -12425196.000000 Penalty: 13366.073242
	Iteration 34Q: 3 clusters Score -1.24252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -12425203.000000 Penalty: 13366.073242
	Iteration 35Q: 3 clusters Score -1.24252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -12425197.000000 Penalty: 13366.073242
	Iteration 36Q: 3 clusters Score -1.24252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -12425191.000000 Penalty: 13366.073242
	Iteration 37Q: 3 clusters Score -1.242519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -12425202.000000 Penalty: 13366.073242
	Iteration 38Q: 3 clusters Score -1.24252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -12425202.000000 Penalty: 13366.073242
	Iteration 39F: 3 clusters Score -1.24252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Entering Unmasked Estep 
Score: -4026296.500000 Penalty: 5985.042480
	Iteration 0F: 2 clusters Score -4026296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -4011192.000000 Penalty: 11970.084961
	Iteration 0F: 3 clusters Score -4011192 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -4014926.750000 Penalty: 11970.084961
	Iteration 1F: 3 clusters Score -4014927 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -4015548.250000 Penalty: 11970.084961
	Iteration 2F: 3 clusters Score -4015548 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -4015976.250000 Penalty: 11970.084961
	Iteration 3F: 3 clusters Score -4015976 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -4016341.000000 Penalty: 11970.084961
	Iteration 4Q: 3 clusters Score -4016341 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -4016655.750000 Penalty: 11970.084961
	Iteration 5Q: 3 clusters Score -4016656 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -4016937.000000 Penalty: 11970.084961
	Iteration 6Q: 3 clusters Score -4016937 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -4017223.750000 Penalty: 11970.084961
	Iteration 7Q: 3 clusters Score -4017224 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -4017466.000000 Penalty: 11970.084961
	Iteration 8Q: 3 clusters Score -4017466 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -4017707.500000 Penalty: 11970.084961
	Iteration 9Q: 3 clusters Score -4017708 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -4017904.250000 Penalty: 11970.084961
	Iteration 10Q: 3 clusters Score -4017904 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -4018086.500000 Penalty: 11970.084961
	Iteration 11Q: 3 clusters Score -4018086 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4018287.000000 Penalty: 11970.084961
	Iteration 12Q: 3 clusters Score -4018287 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -4018502.500000 Penalty: 11970.084961
	Iteration 13Q: 3 clusters Score -4018502 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4018707.500000 Penalty: 11970.084961
	Iteration 14Q: 3 clusters Score -4018708 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -4018934.500000 Penalty: 11970.084961
	Iteration 15Q: 3 clusters Score -4018934 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4019138.500000 Penalty: 11970.084961
	Iteration 16Q: 3 clusters Score -4019138 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4019359.500000 Penalty: 11970.084961
	Iteration 17Q: 3 clusters Score -4019360 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -4019534.000000 Penalty: 11970.084961
	Iteration 18Q: 3 clusters Score -4019534 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -4019702.500000 Penalty: 11970.084961
	Iteration 19Q: 3 clusters Score -4019702 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -4019850.000000 Penalty: 11970.084961
	Iteration 20F: 3 clusters Score -4019850 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4019979.750000 Penalty: 11970.084961
	Iteration 21Q: 3 clusters Score -4019980 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -4020098.000000 Penalty: 11970.084961
	Iteration 22Q: 3 clusters Score -4020098 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -4020222.500000 Penalty: 11970.084961
	Iteration 23Q: 3 clusters Score -4020222 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -4020313.250000 Penalty: 11970.084961
	Iteration 24Q: 3 clusters Score -4020313 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -4020366.000000 Penalty: 11970.084961
	Iteration 25Q: 3 clusters Score -4020366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4020420.250000 Penalty: 11970.084961
	Iteration 26Q: 3 clusters Score -4020420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -4020457.500000 Penalty: 11970.084961
	Iteration 27Q: 3 clusters Score -4020458 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4020505.000000 Penalty: 11970.084961
	Iteration 28Q: 3 clusters Score -4020505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4020529.750000 Penalty: 11970.084961
	Iteration 29Q: 3 clusters Score -4020530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4020572.500000 Penalty: 11970.084961
	Iteration 30Q: 3 clusters Score -4020572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -4020593.500000 Penalty: 11970.084961
	Iteration 31Q: 3 clusters Score -4020594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -4020635.500000 Penalty: 11970.084961
	Iteration 32Q: 3 clusters Score -4020636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4020669.000000 Penalty: 11970.084961
	Iteration 33Q: 3 clusters Score -4020669 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4020686.500000 Penalty: 11970.084961
	Iteration 34Q: 3 clusters Score -4020686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -4020702.000000 Penalty: 11970.084961
	Iteration 35Q: 3 clusters Score -4020702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -4020731.750000 Penalty: 11970.084961
	Iteration 36Q: 3 clusters Score -4020732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4020747.000000 Penalty: 11970.084961
	Iteration 37Q: 3 clusters Score -4020747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -4020759.000000 Penalty: 11970.084961
	Iteration 38Q: 3 clusters Score -4020759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -4020764.500000 Penalty: 11970.084961
	Iteration 39Q: 3 clusters Score -4020764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4020776.250000 Penalty: 11970.084961
	Iteration 40F: 3 clusters Score -4020776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -4020783.000000 Penalty: 11970.084961
	Iteration 41Q: 3 clusters Score -4020783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -4020791.500000 Penalty: 11970.084961
	Iteration 42Q: 3 clusters Score -4020792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4020804.500000 Penalty: 11970.084961
	Iteration 43Q: 3 clusters Score -4020804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -4020820.750000 Penalty: 11970.084961
	Iteration 44Q: 3 clusters Score -4020821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4020837.500000 Penalty: 11970.084961
	Iteration 45Q: 3 clusters Score -4020838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4020849.250000 Penalty: 11970.084961
	Iteration 46Q: 3 clusters Score -4020849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -4020852.500000 Penalty: 11970.084961
	Iteration 47Q: 3 clusters Score -4020852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -4020873.250000 Penalty: 11970.084961
	Iteration 48Q: 3 clusters Score -4020873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4020879.000000 Penalty: 11970.084961
	Iteration 49Q: 3 clusters Score -4020879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -4020883.750000 Penalty: 11970.084961
	Iteration 50Q: 3 clusters Score -4020884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -4020898.250000 Penalty: 11970.084961
	Iteration 51Q: 3 clusters Score -4020898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -4020905.750000 Penalty: 11970.084961
	Iteration 52Q: 3 clusters Score -4020906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -4020911.250000 Penalty: 11970.084961
	Iteration 53Q: 3 clusters Score -4020911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -4020916.750000 Penalty: 11970.084961
	Iteration 54Q: 3 clusters Score -4020917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4020934.250000 Penalty: 11970.084961
	Iteration 55Q: 3 clusters Score -4020934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4020945.250000 Penalty: 11970.084961
	Iteration 56Q: 3 clusters Score -4020945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -4020951.250000 Penalty: 11970.084961
	Iteration 57Q: 3 clusters Score -4020951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -4020954.750000 Penalty: 11970.084961
	Iteration 58Q: 3 clusters Score -4020955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4020964.000000 Penalty: 11970.084961
	Iteration 59Q: 3 clusters Score -4020964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4020962.250000 Penalty: 11970.084961
	Iteration 60F: 3 clusters Score -4020962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -4020969.500000 Penalty: 11970.084961
	Iteration 61Q: 3 clusters Score -4020970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -4020969.750000 Penalty: 11970.084961
	Iteration 62Q: 3 clusters Score -4020970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4020977.250000 Penalty: 11970.084961
	Iteration 63Q: 3 clusters Score -4020977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4020981.250000 Penalty: 11970.084961
	Iteration 64Q: 3 clusters Score -4020981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -4020976.000000 Penalty: 11970.084961
	Iteration 65Q: 3 clusters Score -4020976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4020983.000000 Penalty: 11970.084961
	Iteration 66Q: 3 clusters Score -4020983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4020987.750000 Penalty: 11970.084961
	Iteration 67Q: 3 clusters Score -4020988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -4020996.250000 Penalty: 11970.084961
	Iteration 68Q: 3 clusters Score -4020996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -4020996.750000 Penalty: 11970.084961
	Iteration 69Q: 3 clusters Score -4020997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -4020996.750000 Penalty: 11970.084961
	Iteration 70F: 3 clusters Score -4020997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Entering Unmasked Estep 
Score: -16823002.000000 Penalty: 6862.695801
	Iteration 0F: 2 clusters Score -1.6823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -16772172.000000 Penalty: 13725.391602
	Iteration 0F: 3 clusters Score -1.677217e+07 nChanged 33196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -16790136.000000 Penalty: 13725.391602
	Iteration 1F: 3 clusters Score -1.679014e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -16791118.000000 Penalty: 13725.391602
	Iteration 2Q: 3 clusters Score -1.679112e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -16791988.000000 Penalty: 13725.391602
	Iteration 3Q: 3 clusters Score -1.679199e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -16792908.000000 Penalty: 13725.391602
	Iteration 4Q: 3 clusters Score -1.679291e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -16793680.000000 Penalty: 13725.391602
	Iteration 5Q: 3 clusters Score -1.679368e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -16794490.000000 Penalty: 13725.391602
	Iteration 6Q: 3 clusters Score -1.679449e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -16795364.000000 Penalty: 13725.391602
	Iteration 7Q: 3 clusters Score -1.679536e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -16796350.000000 Penalty: 13725.391602
	Iteration 8Q: 3 clusters Score -1.679635e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -16797548.000000 Penalty: 13725.391602
	Iteration 9Q: 3 clusters Score -1.679755e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -16798750.000000 Penalty: 13725.391602
	Iteration 10Q: 3 clusters Score -1.679875e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -16799940.000000 Penalty: 13725.391602
	Iteration 11Q: 3 clusters Score -1.679994e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -16801080.000000 Penalty: 13725.391602
	Iteration 12Q: 3 clusters Score -1.680108e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -16802322.000000 Penalty: 13725.391602
	Iteration 13Q: 3 clusters Score -1.680232e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -16803624.000000 Penalty: 13725.391602
	Iteration 14Q: 3 clusters Score -1.680362e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -16804766.000000 Penalty: 13725.391602
	Iteration 15Q: 3 clusters Score -1.680477e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -16805648.000000 Penalty: 13725.391602
	Iteration 16Q: 3 clusters Score -1.680565e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -16806486.000000 Penalty: 13725.391602
	Iteration 17Q: 3 clusters Score -1.680649e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -16807098.000000 Penalty: 13725.391602
	Iteration 18Q: 3 clusters Score -1.68071e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -16807446.000000 Penalty: 13725.391602
	Iteration 19Q: 3 clusters Score -1.680745e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -16807622.000000 Penalty: 13725.391602
	Iteration 20F: 3 clusters Score -1.680762e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -16807902.000000 Penalty: 13725.391602
	Iteration 21Q: 3 clusters Score -1.68079e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -16808098.000000 Penalty: 13725.391602
	Iteration 22Q: 3 clusters Score -1.68081e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -16808342.000000 Penalty: 13725.391602
	Iteration 23Q: 3 clusters Score -1.680834e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -16808544.000000 Penalty: 13725.391602
	Iteration 24Q: 3 clusters Score -1.680854e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -16808796.000000 Penalty: 13725.391602
	Iteration 25Q: 3 clusters Score -1.68088e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -16808962.000000 Penalty: 13725.391602
	Iteration 26Q: 3 clusters Score -1.680896e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -16809170.000000 Penalty: 13725.391602
	Iteration 27Q: 3 clusters Score -1.680917e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -16809446.000000 Penalty: 13725.391602
	Iteration 28Q: 3 clusters Score -1.680945e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -16809744.000000 Penalty: 13725.391602
	Iteration 29Q: 3 clusters Score -1.680974e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -16810138.000000 Penalty: 13725.391602
	Iteration 30Q: 3 clusters Score -1.681014e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -16810426.000000 Penalty: 13725.391602
	Iteration 31Q: 3 clusters Score -1.681043e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -16810794.000000 Penalty: 13725.391602
	Iteration 32Q: 3 clusters Score -1.681079e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -16811270.000000 Penalty: 13725.391602
	Iteration 33Q: 3 clusters Score -1.681127e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -16811728.000000 Penalty: 13725.391602
	Iteration 34Q: 3 clusters Score -1.681173e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -16812262.000000 Penalty: 13725.391602
	Iteration 35Q: 3 clusters Score -1.681226e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -16812928.000000 Penalty: 13725.391602
	Iteration 36Q: 3 clusters Score -1.681293e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -16813828.000000 Penalty: 13725.391602
	Iteration 37Q: 3 clusters Score -1.681383e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -16814764.000000 Penalty: 13725.391602
	Iteration 38Q: 3 clusters Score -1.681476e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -16815772.000000 Penalty: 13725.391602
	Iteration 39Q: 3 clusters Score -1.681577e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -16816518.000000 Penalty: 13725.391602
	Iteration 40F: 3 clusters Score -1.681652e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -16816974.000000 Penalty: 13725.391602
	Iteration 41Q: 3 clusters Score -1.681697e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -16817236.000000 Penalty: 13725.391602
	Iteration 42Q: 3 clusters Score -1.681724e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -16817360.000000 Penalty: 13725.391602
	Iteration 43Q: 3 clusters Score -1.681736e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -16817506.000000 Penalty: 13725.391602
	Iteration 44Q: 3 clusters Score -1.681751e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -16817528.000000 Penalty: 13725.391602
	Iteration 45Q: 3 clusters Score -1.681753e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -16817594.000000 Penalty: 13725.391602
	Iteration 46Q: 3 clusters Score -1.681759e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -16817638.000000 Penalty: 13725.391602
	Iteration 47Q: 3 clusters Score -1.681764e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -16817714.000000 Penalty: 13725.391602
	Iteration 48Q: 3 clusters Score -1.681771e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -16817712.000000 Penalty: 13725.391602
	Iteration 49Q: 3 clusters Score -1.681771e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -16817692.000000 Penalty: 13725.391602
	Iteration 50Q: 3 clusters Score -1.681769e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -16817752.000000 Penalty: 13725.391602
	Iteration 51Q: 3 clusters Score -1.681775e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -16817776.000000 Penalty: 13725.391602
	Iteration 52Q: 3 clusters Score -1.681778e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -16817774.000000 Penalty: 13725.391602
	Iteration 53Q: 3 clusters Score -1.681777e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -16817774.000000 Penalty: 13725.391602
	Iteration 54Q: 3 clusters Score -1.681777e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -16817804.000000 Penalty: 13725.391602
	Iteration 55Q: 3 clusters Score -1.68178e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -16817822.000000 Penalty: 13725.391602
	Iteration 56Q: 3 clusters Score -1.681782e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -16817804.000000 Penalty: 13725.391602
	Iteration 57Q: 3 clusters Score -1.68178e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -16817808.000000 Penalty: 13725.391602
	Iteration 58Q: 3 clusters Score -1.681781e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -16817804.000000 Penalty: 13725.391602
	Iteration 59Q: 3 clusters Score -1.68178e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -16817804.000000 Penalty: 13725.391602
	Iteration 60F: 3 clusters Score -1.68178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -16817806.000000 Penalty: 13725.391602
	Iteration 61Q: 3 clusters Score -1.681781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -16817806.000000 Penalty: 13725.391602
	Iteration 62Q: 3 clusters Score -1.681781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -16817824.000000 Penalty: 13725.391602
	Iteration 63Q: 3 clusters Score -1.681782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -16817822.000000 Penalty: 13725.391602
	Iteration 64Q: 3 clusters Score -1.681782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -16817818.000000 Penalty: 13725.391602
	Iteration 65Q: 3 clusters Score -1.681782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -16817830.000000 Penalty: 13725.391602
	Iteration 66Q: 3 clusters Score -1.681783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -16817854.000000 Penalty: 13725.391602
	Iteration 67Q: 3 clusters Score -1.681785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -16817868.000000 Penalty: 13725.391602
	Iteration 68Q: 3 clusters Score -1.681787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -16817866.000000 Penalty: 13725.391602
	Iteration 69Q: 3 clusters Score -1.681787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68525 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -16817854.000000 Penalty: 13725.391602
	Iteration 70Q: 3 clusters Score -1.681785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -16817860.000000 Penalty: 13725.391602
	Iteration 71Q: 3 clusters Score -1.681786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -16817854.000000 Penalty: 13725.391602
	Iteration 72Q: 3 clusters Score -1.681785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -16817878.000000 Penalty: 13725.391602
	Iteration 73Q: 3 clusters Score -1.681788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -16817888.000000 Penalty: 13725.391602
	Iteration 74Q: 3 clusters Score -1.681789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -16817886.000000 Penalty: 13725.391602
	Iteration 75Q: 3 clusters Score -1.681789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -16817876.000000 Penalty: 13725.391602
	Iteration 76Q: 3 clusters Score -1.681788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -16817884.000000 Penalty: 13725.391602
	Iteration 77Q: 3 clusters Score -1.681788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -16817890.000000 Penalty: 13725.391602
	Iteration 78Q: 3 clusters Score -1.681789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -16817882.000000 Penalty: 13725.391602
	Iteration 79Q: 3 clusters Score -1.681788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -16817878.000000 Penalty: 13725.391602
	Iteration 80F: 3 clusters Score -1.681788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -16817880.000000 Penalty: 13725.391602
	Iteration 81Q: 3 clusters Score -1.681788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -16817878.000000 Penalty: 13725.391602
	Iteration 82Q: 3 clusters Score -1.681788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -16817886.000000 Penalty: 13725.391602
	Iteration 83Q: 3 clusters Score -1.681789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -16817868.000000 Penalty: 13725.391602
	Iteration 84Q: 3 clusters Score -1.681787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -16817864.000000 Penalty: 13725.391602
	Iteration 85Q: 3 clusters Score -1.681786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -16817888.000000 Penalty: 13725.391602
	Iteration 86Q: 3 clusters Score -1.681789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -16817896.000000 Penalty: 13725.391602
	Iteration 87Q: 3 clusters Score -1.68179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -16817898.000000 Penalty: 13725.391602
	Iteration 88Q: 3 clusters Score -1.68179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -16817914.000000 Penalty: 13725.391602
	Iteration 89Q: 3 clusters Score -1.681791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -16817908.000000 Penalty: 13725.391602
	Iteration 90Q: 3 clusters Score -1.681791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -16817890.000000 Penalty: 13725.391602
	Iteration 91Q: 3 clusters Score -1.681789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -16817890.000000 Penalty: 13725.391602
	Iteration 92Q: 3 clusters Score -1.681789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -16817904.000000 Penalty: 13725.391602
	Iteration 93Q: 3 clusters Score -1.68179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -16817900.000000 Penalty: 13725.391602
	Iteration 94Q: 3 clusters Score -1.68179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -16817868.000000 Penalty: 13725.391602
	Iteration 95Q: 3 clusters Score -1.681787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -16817864.000000 Penalty: 13725.391602
	Iteration 96Q: 3 clusters Score -1.681786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -16817866.000000 Penalty: 13725.391602
	Iteration 97Q: 3 clusters Score -1.681787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -16817868.000000 Penalty: 13725.391602
	Iteration 98Q: 3 clusters Score -1.681787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -16817872.000000 Penalty: 13725.391602
	Iteration 99Q: 3 clusters Score -1.681787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -16817866.000000 Penalty: 13725.391602
	Iteration 100F: 3 clusters Score -1.681787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -16817874.000000 Penalty: 13725.391602
	Iteration 101Q: 3 clusters Score -1.681787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -16817874.000000 Penalty: 13725.391602
	Iteration 102Q: 3 clusters Score -1.681787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -16817892.000000 Penalty: 13725.391602
	Iteration 103Q: 3 clusters Score -1.681789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -16817880.000000 Penalty: 13725.391602
	Iteration 104Q: 3 clusters Score -1.681788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -16817880.000000 Penalty: 13725.391602
	Iteration 105Q: 3 clusters Score -1.681788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -16817886.000000 Penalty: 13725.391602
	Iteration 106Q: 3 clusters Score -1.681789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -16817880.000000 Penalty: 13725.391602
	Iteration 107Q: 3 clusters Score -1.681788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -16817878.000000 Penalty: 13725.391602
	Iteration 108Q: 3 clusters Score -1.681788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -16817880.000000 Penalty: 13725.391602
	Iteration 109Q: 3 clusters Score -1.681788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -16817878.000000 Penalty: 13725.391602
	Iteration 110Q: 3 clusters Score -1.681788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -16817888.000000 Penalty: 13725.391602
	Iteration 111Q: 3 clusters Score -1.681789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -16817890.000000 Penalty: 13725.391602
	Iteration 112Q: 3 clusters Score -1.681789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -16817892.000000 Penalty: 13725.391602
	Iteration 113Q: 3 clusters Score -1.681789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -16817888.000000 Penalty: 13725.391602
	Iteration 114Q: 3 clusters Score -1.681789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -16817900.000000 Penalty: 13725.391602
	Iteration 115Q: 3 clusters Score -1.68179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -16817910.000000 Penalty: 13725.391602
	Iteration 116Q: 3 clusters Score -1.681791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -16817890.000000 Penalty: 13725.391602
	Iteration 117Q: 3 clusters Score -1.681789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -16817896.000000 Penalty: 13725.391602
	Iteration 118Q: 3 clusters Score -1.68179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -16817892.000000 Penalty: 13725.391602
	Iteration 119Q: 3 clusters Score -1.681789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -16817886.000000 Penalty: 13725.391602
	Iteration 120F: 3 clusters Score -1.681789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -16817902.000000 Penalty: 13725.391602
	Iteration 121Q: 3 clusters Score -1.68179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -16817906.000000 Penalty: 13725.391602
	Iteration 122Q: 3 clusters Score -1.681791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -16817906.000000 Penalty: 13725.391602
	Iteration 123Q: 3 clusters Score -1.681791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68968 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -16817906.000000 Penalty: 13725.391602
	Iteration 124Q: 3 clusters Score -1.681791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -16817920.000000 Penalty: 13725.391602
	Iteration 125Q: 3 clusters Score -1.681792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -16817916.000000 Penalty: 13725.391602
	Iteration 126Q: 3 clusters Score -1.681792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -16817898.000000 Penalty: 13725.391602
	Iteration 127Q: 3 clusters Score -1.68179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -16817904.000000 Penalty: 13725.391602
	Iteration 128Q: 3 clusters Score -1.68179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -16817910.000000 Penalty: 13725.391602
	Iteration 129Q: 3 clusters Score -1.681791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -16817900.000000 Penalty: 13725.391602
	Iteration 130Q: 3 clusters Score -1.68179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -16817920.000000 Penalty: 13725.391602
	Iteration 131Q: 3 clusters Score -1.681792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -16817896.000000 Penalty: 13725.391602
	Iteration 132Q: 3 clusters Score -1.68179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -16817894.000000 Penalty: 13725.391602
	Iteration 133Q: 3 clusters Score -1.681789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -16817888.000000 Penalty: 13725.391602
	Iteration 134Q: 3 clusters Score -1.681789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -16817890.000000 Penalty: 13725.391602
	Iteration 135Q: 3 clusters Score -1.681789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -16817888.000000 Penalty: 13725.391602
	Iteration 136Q: 3 clusters Score -1.681789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -16817896.000000 Penalty: 13725.391602
	Iteration 137Q: 3 clusters Score -1.68179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -16817884.000000 Penalty: 13725.391602
	Iteration 138Q: 3 clusters Score -1.681788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -16817892.000000 Penalty: 13725.391602
	Iteration 139Q: 3 clusters Score -1.681789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -16817904.000000 Penalty: 13725.391602
	Iteration 140F: 3 clusters Score -1.68179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -16817900.000000 Penalty: 13725.391602
	Iteration 141Q: 3 clusters Score -1.68179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -16817900.000000 Penalty: 13725.391602
	Iteration 142Q: 3 clusters Score -1.68179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -16817892.000000 Penalty: 13725.391602
	Iteration 143Q: 3 clusters Score -1.681789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -16817904.000000 Penalty: 13725.391602
	Iteration 144Q: 3 clusters Score -1.68179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -16817898.000000 Penalty: 13725.391602
	Iteration 145Q: 3 clusters Score -1.68179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -16817898.000000 Penalty: 13725.391602
	Iteration 146F: 3 clusters Score -1.68179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 73199 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99285 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53762 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115687 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451072.000000 Penalty: 231727.812500
Iteration 199Q: 28 clusters Score -2.724511e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9842 members 
Mstep: Class 8 contains 73197 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99287 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53762 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115688 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451136.000000 Penalty: 231727.812500
Iteration 200F: 28 clusters Score -2.724511e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9841 members 
Mstep: Class 8 contains 73196 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99288 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53763 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115688 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451136.000000 Penalty: 231727.812500
Iteration 201Q: 28 clusters Score -2.724511e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9839 members 
Mstep: Class 8 contains 73195 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99290 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53764 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115688 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451136.000000 Penalty: 231727.812500
Iteration 202Q: 28 clusters Score -2.724511e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 73194 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99292 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53765 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115687 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451040.000000 Penalty: 231727.812500
Iteration 203Q: 28 clusters Score -2.72451e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9836 members 
Mstep: Class 8 contains 73193 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99294 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53766 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115687 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451040.000000 Penalty: 231727.812500
Iteration 204Q: 28 clusters Score -2.72451e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62956 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9835 members 
Mstep: Class 8 contains 73189 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99297 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53768 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115687 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451104.000000 Penalty: 231727.812500
Iteration 205Q: 28 clusters Score -2.724511e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9835 members 
Mstep: Class 8 contains 73188 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99299 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53767 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115686 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54780 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451040.000000 Penalty: 231727.812500
Iteration 206Q: 28 clusters Score -2.72451e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100195 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9835 members 
Mstep: Class 8 contains 73185 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 99300 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53766 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64090 members 
Mstep: Class 23 contains 115686 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54781 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451008.000000 Penalty: 231727.812500
Iteration 207Q: 28 clusters Score -2.72451e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100195 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9835 members 
Mstep: Class 8 contains 73182 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 99301 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53766 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64091 members 
Mstep: Class 23 contains 115686 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54781 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451008.000000 Penalty: 231727.812500
Iteration 208Q: 28 clusters Score -2.72451e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100195 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 9835 members 
Mstep: Class 8 contains 73182 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 99301 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 53766 members 
Mstep: Class 14 contains 149874 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 125060 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 17376 members 
Mstep: Class 20 contains 19898 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 64091 members 
Mstep: Class 23 contains 115686 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 54781 members 
Mstep: Class 26 contains 17527 members 
Mstep: Class 27 contains 73453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451008.000000 Penalty: 231727.812500
Iteration 209F: 28 clusters Score -2.72451e+08 nChanged 0
Entering ConstructFrom: 
Score: -272451008.000000 Penalty: 231727.812500
Entering ConstructFrom: 
Trying to split cluster 1 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -285911.562500 Penalty: 4396.858887
	Iteration 0F: 2 clusters Score -285911.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -281496.593750 Penalty: 8793.717773
	Iteration 0F: 3 clusters Score -281496.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -281913.875000 Penalty: 8793.717773
	Iteration 1F: 3 clusters Score -281913.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -282054.187500 Penalty: 8793.717773
	Iteration 2Q: 3 clusters Score -282054.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -282112.562500 Penalty: 8793.717773
	Iteration 3Q: 3 clusters Score -282112.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -282157.562500 Penalty: 8793.717773
	Iteration 4Q: 3 clusters Score -282157.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -282197.312500 Penalty: 8793.717773
	Iteration 5Q: 3 clusters Score -282197.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -282228.625000 Penalty: 8793.717773
	Iteration 6Q: 3 clusters Score -282228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -282249.812500 Penalty: 8793.717773
	Iteration 7Q: 3 clusters Score -282249.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -282271.187500 Penalty: 8793.717773
	Iteration 8Q: 3 clusters Score -282271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -282303.937500 Penalty: 8793.717773
	Iteration 9Q: 3 clusters Score -282303.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -282342.187500 Penalty: 8793.717773
	Iteration 10Q: 3 clusters Score -282342.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -282353.968750 Penalty: 8793.717773
	Iteration 11Q: 3 clusters Score -282354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -282365.312500 Penalty: 8793.717773
	Iteration 12Q: 3 clusters Score -282365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -282376.062500 Penalty: 8793.717773
	Iteration 13Q: 3 clusters Score -282376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -282392.437500 Penalty: 8793.717773
	Iteration 14Q: 3 clusters Score -282392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -282396.718750 Penalty: 8793.717773
	Iteration 15Q: 3 clusters Score -282396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -282398.375000 Penalty: 8793.717773
	Iteration 16Q: 3 clusters Score -282398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -282398.375000 Penalty: 8793.717773
	Iteration 17F: 3 clusters Score -282398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (100195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100195 members 
Entering Unmasked Estep 
Score: -22761620.000000 Penalty: 7052.859863
	Iteration 0F: 2 clusters Score -2.276162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -22694096.000000 Penalty: 14105.719727
	Iteration 0F: 3 clusters Score -2.26941e+07 nChanged 45682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -22718980.000000 Penalty: 14105.719727
	Iteration 1F: 3 clusters Score -2.271898e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -22720340.000000 Penalty: 14105.719727
	Iteration 2Q: 3 clusters Score -2.272034e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -22721464.000000 Penalty: 14105.719727
	Iteration 3Q: 3 clusters Score -2.272146e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -22722954.000000 Penalty: 14105.719727
	Iteration 4Q: 3 clusters Score -2.272295e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -22725004.000000 Penalty: 14105.719727
	Iteration 5Q: 3 clusters Score -2.2725e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -22728182.000000 Penalty: 14105.719727
	Iteration 6F: 3 clusters Score -2.272818e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -22732760.000000 Penalty: 14105.719727
	Iteration 7F: 3 clusters Score -2.273276e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -22738810.000000 Penalty: 14105.719727
	Iteration 8F: 3 clusters Score -2.273881e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -22744812.000000 Penalty: 14105.719727
	Iteration 9F: 3 clusters Score -2.274481e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -22749698.000000 Penalty: 14105.719727
	Iteration 10F: 3 clusters Score -2.27497e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -22752448.000000 Penalty: 14105.719727
	Iteration 11Q: 3 clusters Score -2.275245e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -22753944.000000 Penalty: 14105.719727
	Iteration 12Q: 3 clusters Score -2.275394e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -22754628.000000 Penalty: 14105.719727
	Iteration 13Q: 3 clusters Score -2.275463e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -22755090.000000 Penalty: 14105.719727
	Iteration 14Q: 3 clusters Score -2.275509e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -22755596.000000 Penalty: 14105.719727
	Iteration 15Q: 3 clusters Score -2.27556e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -22756072.000000 Penalty: 14105.719727
	Iteration 16Q: 3 clusters Score -2.275607e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -22756498.000000 Penalty: 14105.719727
	Iteration 17Q: 3 clusters Score -2.27565e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -22756808.000000 Penalty: 14105.719727
	Iteration 18Q: 3 clusters Score -2.275681e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -22756974.000000 Penalty: 14105.719727
	Iteration 19Q: 3 clusters Score -2.275697e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -22757116.000000 Penalty: 14105.719727
	Iteration 20F: 3 clusters Score -2.275712e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -22757262.000000 Penalty: 14105.719727
	Iteration 21Q: 3 clusters Score -2.275726e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -22757388.000000 Penalty: 14105.719727
	Iteration 22Q: 3 clusters Score -2.275739e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -22757406.000000 Penalty: 14105.719727
	Iteration 23Q: 3 clusters Score -2.275741e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -22757474.000000 Penalty: 14105.719727
	Iteration 24Q: 3 clusters Score -2.275747e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -22757460.000000 Penalty: 14105.719727
	Iteration 25Q: 3 clusters Score -2.275746e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85389 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -22757474.000000 Penalty: 14105.719727
	Iteration 26Q: 3 clusters Score -2.275747e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -22757500.000000 Penalty: 14105.719727
	Iteration 27Q: 3 clusters Score -2.27575e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -22757498.000000 Penalty: 14105.719727
	Iteration 28Q: 3 clusters Score -2.27575e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -22757516.000000 Penalty: 14105.719727
	Iteration 29Q: 3 clusters Score -2.275752e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85900 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -22757530.000000 Penalty: 14105.719727
	Iteration 30Q: 3 clusters Score -2.275753e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -22757526.000000 Penalty: 14105.719727
	Iteration 31Q: 3 clusters Score -2.275753e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -22757542.000000 Penalty: 14105.719727
	Iteration 32Q: 3 clusters Score -2.275754e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -22757586.000000 Penalty: 14105.719727
	Iteration 33Q: 3 clusters Score -2.275759e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86268 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -22757572.000000 Penalty: 14105.719727
	Iteration 34Q: 3 clusters Score -2.275757e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -22757604.000000 Penalty: 14105.719727
	Iteration 35Q: 3 clusters Score -2.27576e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -22757634.000000 Penalty: 14105.719727
	Iteration 36Q: 3 clusters Score -2.275763e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -22757632.000000 Penalty: 14105.719727
	Iteration 37Q: 3 clusters Score -2.275763e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -22757648.000000 Penalty: 14105.719727
	Iteration 38Q: 3 clusters Score -2.275765e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -22757644.000000 Penalty: 14105.719727
	Iteration 39Q: 3 clusters Score -2.275764e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -22757654.000000 Penalty: 14105.719727
	Iteration 40F: 3 clusters Score -2.275765e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -22757670.000000 Penalty: 14105.719727
	Iteration 41Q: 3 clusters Score -2.275767e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -22757684.000000 Penalty: 14105.719727
	Iteration 42Q: 3 clusters Score -2.275768e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -22757690.000000 Penalty: 14105.719727
	Iteration 43Q: 3 clusters Score -2.275769e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -22757694.000000 Penalty: 14105.719727
	Iteration 44Q: 3 clusters Score -2.275769e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -22757674.000000 Penalty: 14105.719727
	Iteration 45Q: 3 clusters Score -2.275767e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -22757696.000000 Penalty: 14105.719727
	Iteration 46Q: 3 clusters Score -2.27577e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -22757730.000000 Penalty: 14105.719727
	Iteration 47Q: 3 clusters Score -2.275773e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -22757738.000000 Penalty: 14105.719727
	Iteration 48Q: 3 clusters Score -2.275774e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -22757756.000000 Penalty: 14105.719727
	Iteration 49Q: 3 clusters Score -2.275776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -22757770.000000 Penalty: 14105.719727
	Iteration 50Q: 3 clusters Score -2.275777e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -22757728.000000 Penalty: 14105.719727
	Iteration 51Q: 3 clusters Score -2.275773e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87435 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -22757726.000000 Penalty: 14105.719727
	Iteration 52Q: 3 clusters Score -2.275773e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87490 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -22757748.000000 Penalty: 14105.719727
	Iteration 53Q: 3 clusters Score -2.275775e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -22757758.000000 Penalty: 14105.719727
	Iteration 54Q: 3 clusters Score -2.275776e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -22757756.000000 Penalty: 14105.719727
	Iteration 55Q: 3 clusters Score -2.275776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -22757782.000000 Penalty: 14105.719727
	Iteration 56Q: 3 clusters Score -2.275778e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -22757782.000000 Penalty: 14105.719727
	Iteration 57Q: 3 clusters Score -2.275778e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -22757772.000000 Penalty: 14105.719727
	Iteration 58Q: 3 clusters Score -2.275777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -22757770.000000 Penalty: 14105.719727
	Iteration 59Q: 3 clusters Score -2.275777e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -22757780.000000 Penalty: 14105.719727
	Iteration 60F: 3 clusters Score -2.275778e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -22757766.000000 Penalty: 14105.719727
	Iteration 61Q: 3 clusters Score -2.275777e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -22757784.000000 Penalty: 14105.719727
	Iteration 62Q: 3 clusters Score -2.275778e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87840 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -22757724.000000 Penalty: 14105.719727
	Iteration 63Q: 3 clusters Score -2.275772e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -22757772.000000 Penalty: 14105.719727
	Iteration 64Q: 3 clusters Score -2.275777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -22757768.000000 Penalty: 14105.719727
	Iteration 65Q: 3 clusters Score -2.275777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -22757770.000000 Penalty: 14105.719727
	Iteration 66Q: 3 clusters Score -2.275777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -22757788.000000 Penalty: 14105.719727
	Iteration 67Q: 3 clusters Score -2.275779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -22757778.000000 Penalty: 14105.719727
	Iteration 68Q: 3 clusters Score -2.275778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -22757752.000000 Penalty: 14105.719727
	Iteration 69Q: 3 clusters Score -2.275775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -22757794.000000 Penalty: 14105.719727
	Iteration 70Q: 3 clusters Score -2.275779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -22757764.000000 Penalty: 14105.719727
	Iteration 71Q: 3 clusters Score -2.275776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -22757776.000000 Penalty: 14105.719727
	Iteration 72Q: 3 clusters Score -2.275778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88042 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -22757778.000000 Penalty: 14105.719727
	Iteration 73Q: 3 clusters Score -2.275778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -22757758.000000 Penalty: 14105.719727
	Iteration 74Q: 3 clusters Score -2.275776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -22757722.000000 Penalty: 14105.719727
	Iteration 75Q: 3 clusters Score -2.275772e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -22757756.000000 Penalty: 14105.719727
	Iteration 76Q: 3 clusters Score -2.275776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88161 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -22757760.000000 Penalty: 14105.719727
	Iteration 77Q: 3 clusters Score -2.275776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -22757756.000000 Penalty: 14105.719727
	Iteration 78Q: 3 clusters Score -2.275776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88212 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -22757766.000000 Penalty: 14105.719727
	Iteration 79Q: 3 clusters Score -2.275777e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -22757750.000000 Penalty: 14105.719727
	Iteration 80F: 3 clusters Score -2.275775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -22757768.000000 Penalty: 14105.719727
	Iteration 81Q: 3 clusters Score -2.275777e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -22757792.000000 Penalty: 14105.719727
	Iteration 82Q: 3 clusters Score -2.275779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -22757772.000000 Penalty: 14105.719727
	Iteration 83Q: 3 clusters Score -2.275777e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -22757770.000000 Penalty: 14105.719727
	Iteration 84Q: 3 clusters Score -2.275777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88387 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -22757800.000000 Penalty: 14105.719727
	Iteration 85Q: 3 clusters Score -2.27578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88407 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -22757798.000000 Penalty: 14105.719727
	Iteration 86Q: 3 clusters Score -2.27578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88431 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -22757824.000000 Penalty: 14105.719727
	Iteration 87Q: 3 clusters Score -2.275782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -22757844.000000 Penalty: 14105.719727
	Iteration 88Q: 3 clusters Score -2.275784e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -22757846.000000 Penalty: 14105.719727
	Iteration 89Q: 3 clusters Score -2.275785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -22757848.000000 Penalty: 14105.719727
	Iteration 90Q: 3 clusters Score -2.275785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -22757830.000000 Penalty: 14105.719727
	Iteration 91Q: 3 clusters Score -2.275783e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -22757832.000000 Penalty: 14105.719727
	Iteration 92Q: 3 clusters Score -2.275783e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -22757834.000000 Penalty: 14105.719727
	Iteration 93Q: 3 clusters Score -2.275783e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -22757818.000000 Penalty: 14105.719727
	Iteration 94Q: 3 clusters Score -2.275782e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -22757850.000000 Penalty: 14105.719727
	Iteration 95Q: 3 clusters Score -2.275785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -22757850.000000 Penalty: 14105.719727
	Iteration 96Q: 3 clusters Score -2.275785e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -22757872.000000 Penalty: 14105.719727
	Iteration 97Q: 3 clusters Score -2.275787e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -22757888.000000 Penalty: 14105.719727
	Iteration 98Q: 3 clusters Score -2.275789e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -22757874.000000 Penalty: 14105.719727
	Iteration 99Q: 3 clusters Score -2.275787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -22757894.000000 Penalty: 14105.719727
	Iteration 100F: 3 clusters Score -2.275789e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88909 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -22757892.000000 Penalty: 14105.719727
	Iteration 101Q: 3 clusters Score -2.275789e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -22757920.000000 Penalty: 14105.719727
	Iteration 102Q: 3 clusters Score -2.275792e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -22757926.000000 Penalty: 14105.719727
	Iteration 103Q: 3 clusters Score -2.275793e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -22757920.000000 Penalty: 14105.719727
	Iteration 104Q: 3 clusters Score -2.275792e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -22757940.000000 Penalty: 14105.719727
	Iteration 105Q: 3 clusters Score -2.275794e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -22757908.000000 Penalty: 14105.719727
	Iteration 106Q: 3 clusters Score -2.275791e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -22757938.000000 Penalty: 14105.719727
	Iteration 107Q: 3 clusters Score -2.275794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89248 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -22757970.000000 Penalty: 14105.719727
	Iteration 108Q: 3 clusters Score -2.275797e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -22757976.000000 Penalty: 14105.719727
	Iteration 109Q: 3 clusters Score -2.275798e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -22758008.000000 Penalty: 14105.719727
	Iteration 110Q: 3 clusters Score -2.275801e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -22757990.000000 Penalty: 14105.719727
	Iteration 111Q: 3 clusters Score -2.275799e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -22758018.000000 Penalty: 14105.719727
	Iteration 112Q: 3 clusters Score -2.275802e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -22758020.000000 Penalty: 14105.719727
	Iteration 113Q: 3 clusters Score -2.275802e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -22758012.000000 Penalty: 14105.719727
	Iteration 114Q: 3 clusters Score -2.275801e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89793 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -22758058.000000 Penalty: 14105.719727
	Iteration 115Q: 3 clusters Score -2.275806e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -22758088.000000 Penalty: 14105.719727
	Iteration 116Q: 3 clusters Score -2.275809e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -22758090.000000 Penalty: 14105.719727
	Iteration 117Q: 3 clusters Score -2.275809e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -22758114.000000 Penalty: 14105.719727
	Iteration 118Q: 3 clusters Score -2.275811e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -22758122.000000 Penalty: 14105.719727
	Iteration 119Q: 3 clusters Score -2.275812e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -22758094.000000 Penalty: 14105.719727
	Iteration 120F: 3 clusters Score -2.275809e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -22758100.000000 Penalty: 14105.719727
	Iteration 121Q: 3 clusters Score -2.27581e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -22758112.000000 Penalty: 14105.719727
	Iteration 122Q: 3 clusters Score -2.275811e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -22758136.000000 Penalty: 14105.719727
	Iteration 123Q: 3 clusters Score -2.275814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90219 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -22758150.000000 Penalty: 14105.719727
	Iteration 124Q: 3 clusters Score -2.275815e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90251 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -22758194.000000 Penalty: 14105.719727
	Iteration 125Q: 3 clusters Score -2.275819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -22758138.000000 Penalty: 14105.719727
	Iteration 126Q: 3 clusters Score -2.275814e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90319 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -22758116.000000 Penalty: 14105.719727
	Iteration 127Q: 3 clusters Score -2.275812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -22758152.000000 Penalty: 14105.719727
	Iteration 128Q: 3 clusters Score -2.275815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -22758144.000000 Penalty: 14105.719727
	Iteration 129Q: 3 clusters Score -2.275814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -22758132.000000 Penalty: 14105.719727
	Iteration 130Q: 3 clusters Score -2.275813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -22758154.000000 Penalty: 14105.719727
	Iteration 131Q: 3 clusters Score -2.275815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -22758148.000000 Penalty: 14105.719727
	Iteration 132Q: 3 clusters Score -2.275815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -22758152.000000 Penalty: 14105.719727
	Iteration 133Q: 3 clusters Score -2.275815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90436 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -22758162.000000 Penalty: 14105.719727
	Iteration 134Q: 3 clusters Score -2.275816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -22758166.000000 Penalty: 14105.719727
	Iteration 135Q: 3 clusters Score -2.275817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -22758154.000000 Penalty: 14105.719727
	Iteration 136Q: 3 clusters Score -2.275815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90472 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -22758164.000000 Penalty: 14105.719727
	Iteration 137Q: 3 clusters Score -2.275816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -22758162.000000 Penalty: 14105.719727
	Iteration 138Q: 3 clusters Score -2.275816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -22758156.000000 Penalty: 14105.719727
	Iteration 139Q: 3 clusters Score -2.275816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -22758162.000000 Penalty: 14105.719727
	Iteration 140F: 3 clusters Score -2.275816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -22758180.000000 Penalty: 14105.719727
	Iteration 141Q: 3 clusters Score -2.275818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -22758200.000000 Penalty: 14105.719727
	Iteration 142Q: 3 clusters Score -2.27582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -22758198.000000 Penalty: 14105.719727
	Iteration 143Q: 3 clusters Score -2.27582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -22758202.000000 Penalty: 14105.719727
	Iteration 144Q: 3 clusters Score -2.27582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -22758210.000000 Penalty: 14105.719727
	Iteration 145Q: 3 clusters Score -2.275821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -22758216.000000 Penalty: 14105.719727
	Iteration 146Q: 3 clusters Score -2.275822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -22758218.000000 Penalty: 14105.719727
	Iteration 147Q: 3 clusters Score -2.275822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -22758210.000000 Penalty: 14105.719727
	Iteration 148Q: 3 clusters Score -2.275821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -22758202.000000 Penalty: 14105.719727
	Iteration 149Q: 3 clusters Score -2.27582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90542 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -22758210.000000 Penalty: 14105.719727
	Iteration 150Q: 3 clusters Score -2.275821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90547 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -22758220.000000 Penalty: 14105.719727
	Iteration 151Q: 3 clusters Score -2.275822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -22758232.000000 Penalty: 14105.719727
	Iteration 152Q: 3 clusters Score -2.275823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90554 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -22758236.000000 Penalty: 14105.719727
	Iteration 153Q: 3 clusters Score -2.275824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -22758252.000000 Penalty: 14105.719727
	Iteration 154Q: 3 clusters Score -2.275825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -22758252.000000 Penalty: 14105.719727
	Iteration 155Q: 3 clusters Score -2.275825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -22758252.000000 Penalty: 14105.719727
	Iteration 156F: 3 clusters Score -2.275825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -188101.937500 Penalty: 4172.561523
	Iteration 0F: 2 clusters Score -188101.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -184475.484375 Penalty: 8345.123047
	Iteration 0F: 3 clusters Score -184475.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -184937.359375 Penalty: 8345.123047
	Iteration 1F: 3 clusters Score -184937.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -185195.734375 Penalty: 8345.123047
	Iteration 2F: 3 clusters Score -185195.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -185340.093750 Penalty: 8345.123047
	Iteration 3Q: 3 clusters Score -185340.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -185419.671875 Penalty: 8345.123047
	Iteration 4Q: 3 clusters Score -185419.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -185512.500000 Penalty: 8345.123047
	Iteration 5Q: 3 clusters Score -185512.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -185601.218750 Penalty: 8345.123047
	Iteration 6Q: 3 clusters Score -185601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -185661.453125 Penalty: 8345.123047
	Iteration 7Q: 3 clusters Score -185661.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -185710.218750 Penalty: 8345.123047
	Iteration 8Q: 3 clusters Score -185710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -185758.531250 Penalty: 8345.123047
	Iteration 9Q: 3 clusters Score -185758.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -185797.968750 Penalty: 8345.123047
	Iteration 10Q: 3 clusters Score -185798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -185817.531250 Penalty: 8345.123047
	Iteration 11Q: 3 clusters Score -185817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -185829.578125 Penalty: 8345.123047
	Iteration 12Q: 3 clusters Score -185829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -185842.171875 Penalty: 8345.123047
	Iteration 13Q: 3 clusters Score -185842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -185848.921875 Penalty: 8345.123047
	Iteration 14Q: 3 clusters Score -185848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -185856.484375 Penalty: 8345.123047
	Iteration 15Q: 3 clusters Score -185856.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -185856.484375 Penalty: 8345.123047
	Iteration 16F: 3 clusters Score -185856.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Entering Unmasked Estep 
Score: -1743917.375000 Penalty: 5501.433594
	Iteration 0F: 2 clusters Score -1743917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1734991.375000 Penalty: 11002.867188
	Iteration 0F: 3 clusters Score -1734991 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1736787.875000 Penalty: 11002.867188
	Iteration 1F: 3 clusters Score -1736788 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1737230.375000 Penalty: 11002.867188
	Iteration 2F: 3 clusters Score -1737230 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1737460.250000 Penalty: 11002.867188
	Iteration 3Q: 3 clusters Score -1737460 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1737632.500000 Penalty: 11002.867188
	Iteration 4Q: 3 clusters Score -1737632 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1737751.000000 Penalty: 11002.867188
	Iteration 5Q: 3 clusters Score -1737751 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1737836.375000 Penalty: 11002.867188
	Iteration 6Q: 3 clusters Score -1737836 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1737896.125000 Penalty: 11002.867188
	Iteration 7Q: 3 clusters Score -1737896 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1737956.125000 Penalty: 11002.867188
	Iteration 8Q: 3 clusters Score -1737956 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1737995.000000 Penalty: 11002.867188
	Iteration 9Q: 3 clusters Score -1737995 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1738031.125000 Penalty: 11002.867188
	Iteration 10Q: 3 clusters Score -1738031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1738057.625000 Penalty: 11002.867188
	Iteration 11Q: 3 clusters Score -1738058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1738104.750000 Penalty: 11002.867188
	Iteration 12Q: 3 clusters Score -1738105 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1738141.750000 Penalty: 11002.867188
	Iteration 13Q: 3 clusters Score -1738142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1738180.000000 Penalty: 11002.867188
	Iteration 14Q: 3 clusters Score -1738180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1738220.500000 Penalty: 11002.867188
	Iteration 15Q: 3 clusters Score -1738220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1738256.125000 Penalty: 11002.867188
	Iteration 16Q: 3 clusters Score -1738256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1738286.000000 Penalty: 11002.867188
	Iteration 17Q: 3 clusters Score -1738286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1738322.750000 Penalty: 11002.867188
	Iteration 18Q: 3 clusters Score -1738323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1738364.375000 Penalty: 11002.867188
	Iteration 19Q: 3 clusters Score -1738364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1738405.875000 Penalty: 11002.867188
	Iteration 20F: 3 clusters Score -1738406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1738442.125000 Penalty: 11002.867188
	Iteration 21Q: 3 clusters Score -1738442 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1738498.000000 Penalty: 11002.867188
	Iteration 22Q: 3 clusters Score -1738498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1738534.625000 Penalty: 11002.867188
	Iteration 23Q: 3 clusters Score -1738535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1738566.250000 Penalty: 11002.867188
	Iteration 24Q: 3 clusters Score -1738566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1738594.875000 Penalty: 11002.867188
	Iteration 25Q: 3 clusters Score -1738595 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1738611.750000 Penalty: 11002.867188
	Iteration 26Q: 3 clusters Score -1738612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1738627.750000 Penalty: 11002.867188
	Iteration 27Q: 3 clusters Score -1738628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1738646.375000 Penalty: 11002.867188
	Iteration 28Q: 3 clusters Score -1738646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1738663.375000 Penalty: 11002.867188
	Iteration 29Q: 3 clusters Score -1738663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1738678.000000 Penalty: 11002.867188
	Iteration 30Q: 3 clusters Score -1738678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1738690.500000 Penalty: 11002.867188
	Iteration 31Q: 3 clusters Score -1738690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1738696.625000 Penalty: 11002.867188
	Iteration 32Q: 3 clusters Score -1738697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1738709.875000 Penalty: 11002.867188
	Iteration 33Q: 3 clusters Score -1738710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1738724.250000 Penalty: 11002.867188
	Iteration 34Q: 3 clusters Score -1738724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1738735.625000 Penalty: 11002.867188
	Iteration 35Q: 3 clusters Score -1738736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1738742.875000 Penalty: 11002.867188
	Iteration 36Q: 3 clusters Score -1738743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1738753.750000 Penalty: 11002.867188
	Iteration 37Q: 3 clusters Score -1738754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1738762.500000 Penalty: 11002.867188
	Iteration 38Q: 3 clusters Score -1738762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1738781.500000 Penalty: 11002.867188
	Iteration 39Q: 3 clusters Score -1738782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1738793.750000 Penalty: 11002.867188
	Iteration 40F: 3 clusters Score -1738794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1738810.625000 Penalty: 11002.867188
	Iteration 41Q: 3 clusters Score -1738811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1738825.000000 Penalty: 11002.867188
	Iteration 42Q: 3 clusters Score -1738825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1738839.750000 Penalty: 11002.867188
	Iteration 43Q: 3 clusters Score -1738840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1738848.125000 Penalty: 11002.867188
	Iteration 44Q: 3 clusters Score -1738848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1738863.750000 Penalty: 11002.867188
	Iteration 45Q: 3 clusters Score -1738864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1738888.750000 Penalty: 11002.867188
	Iteration 46Q: 3 clusters Score -1738889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1738908.250000 Penalty: 11002.867188
	Iteration 47Q: 3 clusters Score -1738908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1738929.375000 Penalty: 11002.867188
	Iteration 48Q: 3 clusters Score -1738929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1738945.625000 Penalty: 11002.867188
	Iteration 49Q: 3 clusters Score -1738946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1738961.250000 Penalty: 11002.867188
	Iteration 50Q: 3 clusters Score -1738961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1738980.000000 Penalty: 11002.867188
	Iteration 51Q: 3 clusters Score -1738980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1739004.000000 Penalty: 11002.867188
	Iteration 52Q: 3 clusters Score -1739004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1739027.125000 Penalty: 11002.867188
	Iteration 53Q: 3 clusters Score -1739027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1739042.375000 Penalty: 11002.867188
	Iteration 54Q: 3 clusters Score -1739042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1739065.250000 Penalty: 11002.867188
	Iteration 55Q: 3 clusters Score -1739065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1739077.625000 Penalty: 11002.867188
	Iteration 56Q: 3 clusters Score -1739078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1739104.875000 Penalty: 11002.867188
	Iteration 57Q: 3 clusters Score -1739105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1739122.500000 Penalty: 11002.867188
	Iteration 58Q: 3 clusters Score -1739122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1739133.750000 Penalty: 11002.867188
	Iteration 59Q: 3 clusters Score -1739134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1739152.875000 Penalty: 11002.867188
	Iteration 60F: 3 clusters Score -1739153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1739166.125000 Penalty: 11002.867188
	Iteration 61Q: 3 clusters Score -1739166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1739178.375000 Penalty: 11002.867188
	Iteration 62Q: 3 clusters Score -1739178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1739188.625000 Penalty: 11002.867188
	Iteration 63Q: 3 clusters Score -1739189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1739199.875000 Penalty: 11002.867188
	Iteration 64Q: 3 clusters Score -1739200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1739214.750000 Penalty: 11002.867188
	Iteration 65Q: 3 clusters Score -1739215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1739228.000000 Penalty: 11002.867188
	Iteration 66Q: 3 clusters Score -1739228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1739232.000000 Penalty: 11002.867188
	Iteration 67Q: 3 clusters Score -1739232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1739240.000000 Penalty: 11002.867188
	Iteration 68Q: 3 clusters Score -1739240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1739256.125000 Penalty: 11002.867188
	Iteration 69Q: 3 clusters Score -1739256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1739257.250000 Penalty: 11002.867188
	Iteration 70Q: 3 clusters Score -1739257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1739258.750000 Penalty: 11002.867188
	Iteration 71Q: 3 clusters Score -1739259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1739262.875000 Penalty: 11002.867188
	Iteration 72Q: 3 clusters Score -1739263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1739275.750000 Penalty: 11002.867188
	Iteration 73Q: 3 clusters Score -1739276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1739294.375000 Penalty: 11002.867188
	Iteration 74Q: 3 clusters Score -1739294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1739310.375000 Penalty: 11002.867188
	Iteration 75Q: 3 clusters Score -1739310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1739322.750000 Penalty: 11002.867188
	Iteration 76Q: 3 clusters Score -1739323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1739328.750000 Penalty: 11002.867188
	Iteration 77Q: 3 clusters Score -1739329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1739337.375000 Penalty: 11002.867188
	Iteration 78Q: 3 clusters Score -1739337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1739343.000000 Penalty: 11002.867188
	Iteration 79Q: 3 clusters Score -1739343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1739354.250000 Penalty: 11002.867188
	Iteration 80F: 3 clusters Score -1739354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1739362.500000 Penalty: 11002.867188
	Iteration 81Q: 3 clusters Score -1739362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1739375.750000 Penalty: 11002.867188
	Iteration 82Q: 3 clusters Score -1739376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1739376.250000 Penalty: 11002.867188
	Iteration 83Q: 3 clusters Score -1739376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1739381.125000 Penalty: 11002.867188
	Iteration 84Q: 3 clusters Score -1739381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1739386.750000 Penalty: 11002.867188
	Iteration 85Q: 3 clusters Score -1739387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1739391.125000 Penalty: 11002.867188
	Iteration 86Q: 3 clusters Score -1739391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1739397.375000 Penalty: 11002.867188
	Iteration 87Q: 3 clusters Score -1739397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1739403.250000 Penalty: 11002.867188
	Iteration 88Q: 3 clusters Score -1739403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1739408.250000 Penalty: 11002.867188
	Iteration 89Q: 3 clusters Score -1739408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1739408.375000 Penalty: 11002.867188
	Iteration 90Q: 3 clusters Score -1739408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1739406.625000 Penalty: 11002.867188
	Iteration 91Q: 3 clusters Score -1739407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1739408.875000 Penalty: 11002.867188
	Iteration 92Q: 3 clusters Score -1739409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1739409.375000 Penalty: 11002.867188
	Iteration 93Q: 3 clusters Score -1739409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1739409.375000 Penalty: 11002.867188
	Iteration 94Q: 3 clusters Score -1739409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1739412.375000 Penalty: 11002.867188
	Iteration 95Q: 3 clusters Score -1739412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1739416.375000 Penalty: 11002.867188
	Iteration 96Q: 3 clusters Score -1739416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1739413.125000 Penalty: 11002.867188
	Iteration 97Q: 3 clusters Score -1739413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1739417.500000 Penalty: 11002.867188
	Iteration 98Q: 3 clusters Score -1739418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1739422.375000 Penalty: 11002.867188
	Iteration 99Q: 3 clusters Score -1739422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1739424.625000 Penalty: 11002.867188
	Iteration 100F: 3 clusters Score -1739425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1739427.125000 Penalty: 11002.867188
	Iteration 101Q: 3 clusters Score -1739427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1739427.125000 Penalty: 11002.867188
	Iteration 102Q: 3 clusters Score -1739427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1739432.500000 Penalty: 11002.867188
	Iteration 103Q: 3 clusters Score -1739432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1739431.875000 Penalty: 11002.867188
	Iteration 104Q: 3 clusters Score -1739432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1739437.000000 Penalty: 11002.867188
	Iteration 105Q: 3 clusters Score -1739437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1739436.500000 Penalty: 11002.867188
	Iteration 106Q: 3 clusters Score -1739436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1739440.000000 Penalty: 11002.867188
	Iteration 107Q: 3 clusters Score -1739440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1739439.000000 Penalty: 11002.867188
	Iteration 108Q: 3 clusters Score -1739439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1739437.750000 Penalty: 11002.867188
	Iteration 109Q: 3 clusters Score -1739438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1739446.250000 Penalty: 11002.867188
	Iteration 110Q: 3 clusters Score -1739446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1739445.625000 Penalty: 11002.867188
	Iteration 111Q: 3 clusters Score -1739446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1739452.875000 Penalty: 11002.867188
	Iteration 112Q: 3 clusters Score -1739453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1739454.000000 Penalty: 11002.867188
	Iteration 113Q: 3 clusters Score -1739454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1739455.125000 Penalty: 11002.867188
	Iteration 114Q: 3 clusters Score -1739455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1739460.125000 Penalty: 11002.867188
	Iteration 115Q: 3 clusters Score -1739460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1739459.625000 Penalty: 11002.867188
	Iteration 116Q: 3 clusters Score -1739460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1739461.875000 Penalty: 11002.867188
	Iteration 117Q: 3 clusters Score -1739462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1739461.750000 Penalty: 11002.867188
	Iteration 118Q: 3 clusters Score -1739462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1739461.250000 Penalty: 11002.867188
	Iteration 119Q: 3 clusters Score -1739461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1739461.875000 Penalty: 11002.867188
	Iteration 120F: 3 clusters Score -1739462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1739465.000000 Penalty: 11002.867188
	Iteration 121Q: 3 clusters Score -1739465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1739465.000000 Penalty: 11002.867188
	Iteration 122F: 3 clusters Score -1739465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Entering Unmasked Estep 
Score: -13644094.000000 Penalty: 6768.251953
	Iteration 0F: 2 clusters Score -1.364409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -13600147.000000 Penalty: 13536.503906
	Iteration 0F: 3 clusters Score -1.360015e+07 nChanged 28228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -13616158.000000 Penalty: 13536.503906
	Iteration 1F: 3 clusters Score -1.361616e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -13618328.000000 Penalty: 13536.503906
	Iteration 2F: 3 clusters Score -1.361833e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -13621188.000000 Penalty: 13536.503906
	Iteration 3F: 3 clusters Score -1.362119e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -13624487.000000 Penalty: 13536.503906
	Iteration 4F: 3 clusters Score -1.362449e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -13627709.000000 Penalty: 13536.503906
	Iteration 5F: 3 clusters Score -1.362771e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -13630429.000000 Penalty: 13536.503906
	Iteration 6F: 3 clusters Score -1.363043e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -13632269.000000 Penalty: 13536.503906
	Iteration 7F: 3 clusters Score -1.363227e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -13633461.000000 Penalty: 13536.503906
	Iteration 8Q: 3 clusters Score -1.363346e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -13634318.000000 Penalty: 13536.503906
	Iteration 9Q: 3 clusters Score -1.363432e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -13634825.000000 Penalty: 13536.503906
	Iteration 10Q: 3 clusters Score -1.363482e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -13635309.000000 Penalty: 13536.503906
	Iteration 11Q: 3 clusters Score -1.363531e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -13635634.000000 Penalty: 13536.503906
	Iteration 12Q: 3 clusters Score -1.363563e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -13635883.000000 Penalty: 13536.503906
	Iteration 13Q: 3 clusters Score -1.363588e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -13636171.000000 Penalty: 13536.503906
	Iteration 14Q: 3 clusters Score -1.363617e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -13636469.000000 Penalty: 13536.503906
	Iteration 15Q: 3 clusters Score -1.363647e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -13636733.000000 Penalty: 13536.503906
	Iteration 16Q: 3 clusters Score -1.363673e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -13637016.000000 Penalty: 13536.503906
	Iteration 17Q: 3 clusters Score -1.363702e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -13637206.000000 Penalty: 13536.503906
	Iteration 18Q: 3 clusters Score -1.363721e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -13637485.000000 Penalty: 13536.503906
	Iteration 19Q: 3 clusters Score -1.363748e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -13637680.000000 Penalty: 13536.503906
	Iteration 20F: 3 clusters Score -1.363768e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -13637818.000000 Penalty: 13536.503906
	Iteration 21Q: 3 clusters Score -1.363782e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -13638039.000000 Penalty: 13536.503906
	Iteration 22Q: 3 clusters Score -1.363804e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -13638202.000000 Penalty: 13536.503906
	Iteration 23Q: 3 clusters Score -1.36382e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -13638313.000000 Penalty: 13536.503906
	Iteration 24Q: 3 clusters Score -1.363831e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -13638492.000000 Penalty: 13536.503906
	Iteration 25Q: 3 clusters Score -1.363849e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -13638652.000000 Penalty: 13536.503906
	Iteration 26Q: 3 clusters Score -1.363865e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -13638866.000000 Penalty: 13536.503906
	Iteration 27Q: 3 clusters Score -1.363887e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -13639029.000000 Penalty: 13536.503906
	Iteration 28Q: 3 clusters Score -1.363903e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -13639159.000000 Penalty: 13536.503906
	Iteration 29Q: 3 clusters Score -1.363916e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -13639425.000000 Penalty: 13536.503906
	Iteration 30Q: 3 clusters Score -1.363942e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -13639511.000000 Penalty: 13536.503906
	Iteration 31Q: 3 clusters Score -1.363951e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -13639678.000000 Penalty: 13536.503906
	Iteration 32Q: 3 clusters Score -1.363968e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -13639890.000000 Penalty: 13536.503906
	Iteration 33Q: 3 clusters Score -1.363989e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -13640058.000000 Penalty: 13536.503906
	Iteration 34Q: 3 clusters Score -1.364006e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -13640284.000000 Penalty: 13536.503906
	Iteration 35Q: 3 clusters Score -1.364028e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -13640606.000000 Penalty: 13536.503906
	Iteration 36Q: 3 clusters Score -1.364061e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -13640950.000000 Penalty: 13536.503906
	Iteration 37Q: 3 clusters Score -1.364095e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -13641307.000000 Penalty: 13536.503906
	Iteration 38Q: 3 clusters Score -1.364131e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -13641727.000000 Penalty: 13536.503906
	Iteration 39Q: 3 clusters Score -1.364173e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -13642228.000000 Penalty: 13536.503906
	Iteration 40F: 3 clusters Score -1.364223e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -13642614.000000 Penalty: 13536.503906
	Iteration 41Q: 3 clusters Score -1.364261e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -13642909.000000 Penalty: 13536.503906
	Iteration 42Q: 3 clusters Score -1.364291e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -13642985.000000 Penalty: 13536.503906
	Iteration 43Q: 3 clusters Score -1.364298e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -13643045.000000 Penalty: 13536.503906
	Iteration 44Q: 3 clusters Score -1.364304e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -13643098.000000 Penalty: 13536.503906
	Iteration 45Q: 3 clusters Score -1.36431e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -13643151.000000 Penalty: 13536.503906
	Iteration 46Q: 3 clusters Score -1.364315e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -13643226.000000 Penalty: 13536.503906
	Iteration 47Q: 3 clusters Score -1.364323e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -13643305.000000 Penalty: 13536.503906
	Iteration 48Q: 3 clusters Score -1.36433e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -13643323.000000 Penalty: 13536.503906
	Iteration 49Q: 3 clusters Score -1.364332e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -13643331.000000 Penalty: 13536.503906
	Iteration 50Q: 3 clusters Score -1.364333e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -13643338.000000 Penalty: 13536.503906
	Iteration 51Q: 3 clusters Score -1.364334e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -13643338.000000 Penalty: 13536.503906
	Iteration 52Q: 3 clusters Score -1.364334e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -13643386.000000 Penalty: 13536.503906
	Iteration 53Q: 3 clusters Score -1.364339e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -13643395.000000 Penalty: 13536.503906
	Iteration 54Q: 3 clusters Score -1.36434e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -13643410.000000 Penalty: 13536.503906
	Iteration 55Q: 3 clusters Score -1.364341e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -13643430.000000 Penalty: 13536.503906
	Iteration 56Q: 3 clusters Score -1.364343e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -13643431.000000 Penalty: 13536.503906
	Iteration 57Q: 3 clusters Score -1.364343e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -13643426.000000 Penalty: 13536.503906
	Iteration 58Q: 3 clusters Score -1.364343e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -13643453.000000 Penalty: 13536.503906
	Iteration 59Q: 3 clusters Score -1.364345e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -13643457.000000 Penalty: 13536.503906
	Iteration 60F: 3 clusters Score -1.364346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -13643473.000000 Penalty: 13536.503906
	Iteration 61Q: 3 clusters Score -1.364347e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -13643457.000000 Penalty: 13536.503906
	Iteration 62Q: 3 clusters Score -1.364346e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -13643475.000000 Penalty: 13536.503906
	Iteration 63Q: 3 clusters Score -1.364348e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -13643476.000000 Penalty: 13536.503906
	Iteration 64Q: 3 clusters Score -1.364348e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -13643483.000000 Penalty: 13536.503906
	Iteration 65Q: 3 clusters Score -1.364348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -13643505.000000 Penalty: 13536.503906
	Iteration 66Q: 3 clusters Score -1.36435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -13643513.000000 Penalty: 13536.503906
	Iteration 67Q: 3 clusters Score -1.364351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -13643515.000000 Penalty: 13536.503906
	Iteration 68Q: 3 clusters Score -1.364352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -13643505.000000 Penalty: 13536.503906
	Iteration 69Q: 3 clusters Score -1.36435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -13643495.000000 Penalty: 13536.503906
	Iteration 70Q: 3 clusters Score -1.36435e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -13643498.000000 Penalty: 13536.503906
	Iteration 71Q: 3 clusters Score -1.36435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -13643472.000000 Penalty: 13536.503906
	Iteration 72Q: 3 clusters Score -1.364347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -13643459.000000 Penalty: 13536.503906
	Iteration 73Q: 3 clusters Score -1.364346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -13643468.000000 Penalty: 13536.503906
	Iteration 74Q: 3 clusters Score -1.364347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -13643448.000000 Penalty: 13536.503906
	Iteration 75Q: 3 clusters Score -1.364345e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -13643463.000000 Penalty: 13536.503906
	Iteration 76Q: 3 clusters Score -1.364346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -13643476.000000 Penalty: 13536.503906
	Iteration 77Q: 3 clusters Score -1.364348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -13643469.000000 Penalty: 13536.503906
	Iteration 78Q: 3 clusters Score -1.364347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -13643472.000000 Penalty: 13536.503906
	Iteration 79Q: 3 clusters Score -1.364347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -13643480.000000 Penalty: 13536.503906
	Iteration 80F: 3 clusters Score -1.364348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -13643486.000000 Penalty: 13536.503906
	Iteration 81Q: 3 clusters Score -1.364349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -13643482.000000 Penalty: 13536.503906
	Iteration 82Q: 3 clusters Score -1.364348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -13643476.000000 Penalty: 13536.503906
	Iteration 83Q: 3 clusters Score -1.364348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -13643486.000000 Penalty: 13536.503906
	Iteration 84Q: 3 clusters Score -1.364349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -13643492.000000 Penalty: 13536.503906
	Iteration 85Q: 3 clusters Score -1.364349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -13643500.000000 Penalty: 13536.503906
	Iteration 86Q: 3 clusters Score -1.36435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -13643497.000000 Penalty: 13536.503906
	Iteration 87Q: 3 clusters Score -1.36435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -13643491.000000 Penalty: 13536.503906
	Iteration 88Q: 3 clusters Score -1.364349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -13643493.000000 Penalty: 13536.503906
	Iteration 89Q: 3 clusters Score -1.364349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -13643484.000000 Penalty: 13536.503906
	Iteration 90Q: 3 clusters Score -1.364348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -13643482.000000 Penalty: 13536.503906
	Iteration 91Q: 3 clusters Score -1.364348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -13643493.000000 Penalty: 13536.503906
	Iteration 92Q: 3 clusters Score -1.364349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -13643493.000000 Penalty: 13536.503906
	Iteration 93F: 3 clusters Score -1.364349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Entering Unmasked Estep 
Score: -3518334.000000 Penalty: 5916.133301
	Iteration 0F: 2 clusters Score -3518334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3504612.750000 Penalty: 11832.266602
	Iteration 0F: 3 clusters Score -3504613 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3508064.500000 Penalty: 11832.266602
	Iteration 1F: 3 clusters Score -3508064 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3509023.250000 Penalty: 11832.266602
	Iteration 2F: 3 clusters Score -3509023 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3509809.250000 Penalty: 11832.266602
	Iteration 3F: 3 clusters Score -3509809 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3510554.000000 Penalty: 11832.266602
	Iteration 4F: 3 clusters Score -3510554 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3511238.500000 Penalty: 11832.266602
	Iteration 5F: 3 clusters Score -3511238 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3511851.250000 Penalty: 11832.266602
	Iteration 6F: 3 clusters Score -3511851 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3512409.750000 Penalty: 11832.266602
	Iteration 7F: 3 clusters Score -3512410 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3512903.000000 Penalty: 11832.266602
	Iteration 8Q: 3 clusters Score -3512903 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3513346.250000 Penalty: 11832.266602
	Iteration 9Q: 3 clusters Score -3513346 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3513699.250000 Penalty: 11832.266602
	Iteration 10Q: 3 clusters Score -3513699 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3513975.750000 Penalty: 11832.266602
	Iteration 11Q: 3 clusters Score -3513976 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3514223.250000 Penalty: 11832.266602
	Iteration 12Q: 3 clusters Score -3514223 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3514425.250000 Penalty: 11832.266602
	Iteration 13Q: 3 clusters Score -3514425 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3514598.000000 Penalty: 11832.266602
	Iteration 14Q: 3 clusters Score -3514598 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3514761.500000 Penalty: 11832.266602
	Iteration 15Q: 3 clusters Score -3514762 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3514872.500000 Penalty: 11832.266602
	Iteration 16Q: 3 clusters Score -3514872 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3514958.750000 Penalty: 11832.266602
	Iteration 17Q: 3 clusters Score -3514959 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3515016.000000 Penalty: 11832.266602
	Iteration 18Q: 3 clusters Score -3515016 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3515061.750000 Penalty: 11832.266602
	Iteration 19Q: 3 clusters Score -3515062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3515108.500000 Penalty: 11832.266602
	Iteration 20F: 3 clusters Score -3515108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3515152.500000 Penalty: 11832.266602
	Iteration 21Q: 3 clusters Score -3515152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3515175.000000 Penalty: 11832.266602
	Iteration 22Q: 3 clusters Score -3515175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3515198.250000 Penalty: 11832.266602
	Iteration 23Q: 3 clusters Score -3515198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3515210.000000 Penalty: 11832.266602
	Iteration 24Q: 3 clusters Score -3515210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3515221.000000 Penalty: 11832.266602
	Iteration 25Q: 3 clusters Score -3515221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3515237.000000 Penalty: 11832.266602
	Iteration 26Q: 3 clusters Score -3515237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3515243.000000 Penalty: 11832.266602
	Iteration 27Q: 3 clusters Score -3515243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3515249.000000 Penalty: 11832.266602
	Iteration 28Q: 3 clusters Score -3515249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3515247.000000 Penalty: 11832.266602
	Iteration 29Q: 3 clusters Score -3515247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3515256.000000 Penalty: 11832.266602
	Iteration 30Q: 3 clusters Score -3515256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3515258.750000 Penalty: 11832.266602
	Iteration 31Q: 3 clusters Score -3515259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3515259.250000 Penalty: 11832.266602
	Iteration 32Q: 3 clusters Score -3515259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3515262.750000 Penalty: 11832.266602
	Iteration 33Q: 3 clusters Score -3515263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3515263.000000 Penalty: 11832.266602
	Iteration 34Q: 3 clusters Score -3515263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3515259.250000 Penalty: 11832.266602
	Iteration 35Q: 3 clusters Score -3515259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3515259.250000 Penalty: 11832.266602
	Iteration 36F: 3 clusters Score -3515259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Entering Unmasked Estep 
Score: -2160327.250000 Penalty: 5631.143066
	Iteration 0F: 2 clusters Score -2160327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2150217.250000 Penalty: 11262.286133
	Iteration 0F: 3 clusters Score -2150217 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2152354.500000 Penalty: 11262.286133
	Iteration 1F: 3 clusters Score -2152354 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2152984.750000 Penalty: 11262.286133
	Iteration 2F: 3 clusters Score -2152985 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2153508.000000 Penalty: 11262.286133
	Iteration 3F: 3 clusters Score -2153508 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2153959.500000 Penalty: 11262.286133
	Iteration 4F: 3 clusters Score -2153960 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2154281.000000 Penalty: 11262.286133
	Iteration 5Q: 3 clusters Score -2154281 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2154572.750000 Penalty: 11262.286133
	Iteration 6Q: 3 clusters Score -2154573 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2154807.500000 Penalty: 11262.286133
	Iteration 7Q: 3 clusters Score -2154808 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2155040.250000 Penalty: 11262.286133
	Iteration 8Q: 3 clusters Score -2155040 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2155278.500000 Penalty: 11262.286133
	Iteration 9Q: 3 clusters Score -2155278 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2155477.500000 Penalty: 11262.286133
	Iteration 10Q: 3 clusters Score -2155478 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2155660.250000 Penalty: 11262.286133
	Iteration 11Q: 3 clusters Score -2155660 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2155807.500000 Penalty: 11262.286133
	Iteration 12Q: 3 clusters Score -2155808 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2155937.000000 Penalty: 11262.286133
	Iteration 13Q: 3 clusters Score -2155937 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2156057.000000 Penalty: 11262.286133
	Iteration 14Q: 3 clusters Score -2156057 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2156134.750000 Penalty: 11262.286133
	Iteration 15Q: 3 clusters Score -2156135 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2156195.750000 Penalty: 11262.286133
	Iteration 16Q: 3 clusters Score -2156196 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2156255.500000 Penalty: 11262.286133
	Iteration 17Q: 3 clusters Score -2156256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2156314.750000 Penalty: 11262.286133
	Iteration 18Q: 3 clusters Score -2156315 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2156365.500000 Penalty: 11262.286133
	Iteration 19Q: 3 clusters Score -2156366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2156406.500000 Penalty: 11262.286133
	Iteration 20F: 3 clusters Score -2156406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2156437.500000 Penalty: 11262.286133
	Iteration 21Q: 3 clusters Score -2156438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2156461.250000 Penalty: 11262.286133
	Iteration 22Q: 3 clusters Score -2156461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2156472.750000 Penalty: 11262.286133
	Iteration 23Q: 3 clusters Score -2156473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2156488.500000 Penalty: 11262.286133
	Iteration 24Q: 3 clusters Score -2156488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2156494.500000 Penalty: 11262.286133
	Iteration 25Q: 3 clusters Score -2156494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2156503.000000 Penalty: 11262.286133
	Iteration 26Q: 3 clusters Score -2156503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2156506.500000 Penalty: 11262.286133
	Iteration 27Q: 3 clusters Score -2156506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2156519.750000 Penalty: 11262.286133
	Iteration 28Q: 3 clusters Score -2156520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2156526.250000 Penalty: 11262.286133
	Iteration 29Q: 3 clusters Score -2156526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2156530.500000 Penalty: 11262.286133
	Iteration 30Q: 3 clusters Score -2156530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2156536.500000 Penalty: 11262.286133
	Iteration 31Q: 3 clusters Score -2156536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2156543.000000 Penalty: 11262.286133
	Iteration 32Q: 3 clusters Score -2156543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2156542.000000 Penalty: 11262.286133
	Iteration 33Q: 3 clusters Score -2156542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2156542.000000 Penalty: 11262.286133
	Iteration 34Q: 3 clusters Score -2156542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2156545.500000 Penalty: 11262.286133
	Iteration 35Q: 3 clusters Score -2156546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2156548.000000 Penalty: 11262.286133
	Iteration 36Q: 3 clusters Score -2156548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2156553.250000 Penalty: 11262.286133
	Iteration 37Q: 3 clusters Score -2156553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2156554.500000 Penalty: 11262.286133
	Iteration 38Q: 3 clusters Score -2156554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2156554.250000 Penalty: 11262.286133
	Iteration 39Q: 3 clusters Score -2156554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2156561.750000 Penalty: 11262.286133
	Iteration 40F: 3 clusters Score -2156562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2156564.000000 Penalty: 11262.286133
	Iteration 41Q: 3 clusters Score -2156564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2156567.500000 Penalty: 11262.286133
	Iteration 42Q: 3 clusters Score -2156568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2156570.000000 Penalty: 11262.286133
	Iteration 43Q: 3 clusters Score -2156570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2156572.750000 Penalty: 11262.286133
	Iteration 44Q: 3 clusters Score -2156573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2156578.000000 Penalty: 11262.286133
	Iteration 45Q: 3 clusters Score -2156578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2156580.750000 Penalty: 11262.286133
	Iteration 46Q: 3 clusters Score -2156581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2156585.750000 Penalty: 11262.286133
	Iteration 47Q: 3 clusters Score -2156586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2156591.000000 Penalty: 11262.286133
	Iteration 48Q: 3 clusters Score -2156591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2156590.500000 Penalty: 11262.286133
	Iteration 49Q: 3 clusters Score -2156590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2156592.500000 Penalty: 11262.286133
	Iteration 50Q: 3 clusters Score -2156592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2156597.500000 Penalty: 11262.286133
	Iteration 51Q: 3 clusters Score -2156598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2156597.500000 Penalty: 11262.286133
	Iteration 52Q: 3 clusters Score -2156598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2156596.500000 Penalty: 11262.286133
	Iteration 53Q: 3 clusters Score -2156596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2156596.500000 Penalty: 11262.286133
	Iteration 54F: 3 clusters Score -2156596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Entering Unmasked Estep 
Score: -16738052.000000 Penalty: 6860.431641
	Iteration 0F: 2 clusters Score -1.673805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -16687733.000000 Penalty: 13720.863281
	Iteration 0F: 3 clusters Score -1.668773e+07 nChanged 32858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -16705620.000000 Penalty: 13720.863281
	Iteration 1F: 3 clusters Score -1.670562e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -16706673.000000 Penalty: 13720.863281
	Iteration 2Q: 3 clusters Score -1.670667e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -16707497.000000 Penalty: 13720.863281
	Iteration 3Q: 3 clusters Score -1.67075e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -16708305.000000 Penalty: 13720.863281
	Iteration 4Q: 3 clusters Score -1.67083e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -16709139.000000 Penalty: 13720.863281
	Iteration 5Q: 3 clusters Score -1.670914e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -16709935.000000 Penalty: 13720.863281
	Iteration 6Q: 3 clusters Score -1.670994e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -16710979.000000 Penalty: 13720.863281
	Iteration 7Q: 3 clusters Score -1.671098e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -16712447.000000 Penalty: 13720.863281
	Iteration 8Q: 3 clusters Score -1.671245e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -16714423.000000 Penalty: 13720.863281
	Iteration 9F: 3 clusters Score -1.671442e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -16716917.000000 Penalty: 13720.863281
	Iteration 10F: 3 clusters Score -1.671692e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -16719724.000000 Penalty: 13720.863281
	Iteration 11F: 3 clusters Score -1.671972e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -16722956.000000 Penalty: 13720.863281
	Iteration 12F: 3 clusters Score -1.672296e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -16725898.000000 Penalty: 13720.863281
	Iteration 13Q: 3 clusters Score -1.67259e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -16728234.000000 Penalty: 13720.863281
	Iteration 14Q: 3 clusters Score -1.672823e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -16729829.000000 Penalty: 13720.863281
	Iteration 15Q: 3 clusters Score -1.672983e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -16730796.000000 Penalty: 13720.863281
	Iteration 16Q: 3 clusters Score -1.67308e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -16731285.000000 Penalty: 13720.863281
	Iteration 17Q: 3 clusters Score -1.673128e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -16731588.000000 Penalty: 13720.863281
	Iteration 18Q: 3 clusters Score -1.673159e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -16731774.000000 Penalty: 13720.863281
	Iteration 19Q: 3 clusters Score -1.673177e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -16731877.000000 Penalty: 13720.863281
	Iteration 20F: 3 clusters Score -1.673188e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16731953.000000 Penalty: 13720.863281
	Iteration 21Q: 3 clusters Score -1.673195e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -16731976.000000 Penalty: 13720.863281
	Iteration 22Q: 3 clusters Score -1.673198e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72366 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16732029.000000 Penalty: 13720.863281
	Iteration 23Q: 3 clusters Score -1.673203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16732064.000000 Penalty: 13720.863281
	Iteration 24Q: 3 clusters Score -1.673206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -16732070.000000 Penalty: 13720.863281
	Iteration 25Q: 3 clusters Score -1.673207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -16732094.000000 Penalty: 13720.863281
	Iteration 26Q: 3 clusters Score -1.673209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16732088.000000 Penalty: 13720.863281
	Iteration 27Q: 3 clusters Score -1.673209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72420 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -16732106.000000 Penalty: 13720.863281
	Iteration 28Q: 3 clusters Score -1.673211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72423 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -16732114.000000 Penalty: 13720.863281
	Iteration 29Q: 3 clusters Score -1.673211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16732112.000000 Penalty: 13720.863281
	Iteration 30Q: 3 clusters Score -1.673211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16732121.000000 Penalty: 13720.863281
	Iteration 31Q: 3 clusters Score -1.673212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16732121.000000 Penalty: 13720.863281
	Iteration 32F: 3 clusters Score -1.673212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Entering Unmasked Estep 
Score: -9465311.000000 Penalty: 6528.737793
	Iteration 0F: 2 clusters Score -9465311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -9434549.000000 Penalty: 13057.475586
	Iteration 0F: 3 clusters Score -9434549 nChanged 18424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -9444549.000000 Penalty: 13057.475586
	Iteration 1F: 3 clusters Score -9444549 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -9445595.000000 Penalty: 13057.475586
	Iteration 2F: 3 clusters Score -9445595 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -9446432.000000 Penalty: 13057.475586
	Iteration 3Q: 3 clusters Score -9446432 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -9447158.000000 Penalty: 13057.475586
	Iteration 4Q: 3 clusters Score -9447158 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -9447743.000000 Penalty: 13057.475586
	Iteration 5Q: 3 clusters Score -9447743 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -9448336.000000 Penalty: 13057.475586
	Iteration 6Q: 3 clusters Score -9448336 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -9448892.000000 Penalty: 13057.475586
	Iteration 7Q: 3 clusters Score -9448892 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -9449517.000000 Penalty: 13057.475586
	Iteration 8Q: 3 clusters Score -9449517 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -9450132.000000 Penalty: 13057.475586
	Iteration 9Q: 3 clusters Score -9450132 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -9450710.000000 Penalty: 13057.475586
	Iteration 10Q: 3 clusters Score -9450710 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -9451311.000000 Penalty: 13057.475586
	Iteration 11Q: 3 clusters Score -9451311 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -9452007.000000 Penalty: 13057.475586
	Iteration 12Q: 3 clusters Score -9452007 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -9452701.000000 Penalty: 13057.475586
	Iteration 13Q: 3 clusters Score -9452701 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -9453317.000000 Penalty: 13057.475586
	Iteration 14Q: 3 clusters Score -9453317 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -9453907.000000 Penalty: 13057.475586
	Iteration 15Q: 3 clusters Score -9453907 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -9454476.000000 Penalty: 13057.475586
	Iteration 16Q: 3 clusters Score -9454476 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -9455015.000000 Penalty: 13057.475586
	Iteration 17Q: 3 clusters Score -9455015 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -9455512.000000 Penalty: 13057.475586
	Iteration 18Q: 3 clusters Score -9455512 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -9455965.000000 Penalty: 13057.475586
	Iteration 19Q: 3 clusters Score -9455965 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -9456380.000000 Penalty: 13057.475586
	Iteration 20F: 3 clusters Score -9456380 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -9456728.000000 Penalty: 13057.475586
	Iteration 21Q: 3 clusters Score -9456728 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -9457058.000000 Penalty: 13057.475586
	Iteration 22Q: 3 clusters Score -9457058 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -9457386.000000 Penalty: 13057.475586
	Iteration 23Q: 3 clusters Score -9457386 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -9457717.000000 Penalty: 13057.475586
	Iteration 24Q: 3 clusters Score -9457717 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -9457987.000000 Penalty: 13057.475586
	Iteration 25Q: 3 clusters Score -9457987 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -9458235.000000 Penalty: 13057.475586
	Iteration 26Q: 3 clusters Score -9458235 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -9458541.000000 Penalty: 13057.475586
	Iteration 27Q: 3 clusters Score -9458541 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -9458788.000000 Penalty: 13057.475586
	Iteration 28Q: 3 clusters Score -9458788 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -9458986.000000 Penalty: 13057.475586
	Iteration 29Q: 3 clusters Score -9458986 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -9459189.000000 Penalty: 13057.475586
	Iteration 30Q: 3 clusters Score -9459189 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -9459381.000000 Penalty: 13057.475586
	Iteration 31Q: 3 clusters Score -9459381 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -9459520.000000 Penalty: 13057.475586
	Iteration 32Q: 3 clusters Score -9459520 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -9459624.000000 Penalty: 13057.475586
	Iteration 33Q: 3 clusters Score -9459624 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -9459725.000000 Penalty: 13057.475586
	Iteration 34Q: 3 clusters Score -9459725 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -9459858.000000 Penalty: 13057.475586
	Iteration 35Q: 3 clusters Score -9459858 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -9459910.000000 Penalty: 13057.475586
	Iteration 36Q: 3 clusters Score -9459910 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -9459987.000000 Penalty: 13057.475586
	Iteration 37Q: 3 clusters Score -9459987 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -9460037.000000 Penalty: 13057.475586
	Iteration 38Q: 3 clusters Score -9460037 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -9460096.000000 Penalty: 13057.475586
	Iteration 39Q: 3 clusters Score -9460096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -9460157.000000 Penalty: 13057.475586
	Iteration 40F: 3 clusters Score -9460157 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -9460195.000000 Penalty: 13057.475586
	Iteration 41Q: 3 clusters Score -9460195 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -9460242.000000 Penalty: 13057.475586
	Iteration 42Q: 3 clusters Score -9460242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -9460291.000000 Penalty: 13057.475586
	Iteration 43Q: 3 clusters Score -9460291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -9460316.000000 Penalty: 13057.475586
	Iteration 44Q: 3 clusters Score -9460316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -9460330.000000 Penalty: 13057.475586
	Iteration 45Q: 3 clusters Score -9460330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -9460336.000000 Penalty: 13057.475586
	Iteration 46Q: 3 clusters Score -9460336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -9460326.000000 Penalty: 13057.475586
	Iteration 47Q: 3 clusters Score -9460326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -9460315.000000 Penalty: 13057.475586
	Iteration 48Q: 3 clusters Score -9460315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -9460321.000000 Penalty: 13057.475586
	Iteration 49Q: 3 clusters Score -9460321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -9460352.000000 Penalty: 13057.475586
	Iteration 50Q: 3 clusters Score -9460352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -9460341.000000 Penalty: 13057.475586
	Iteration 51Q: 3 clusters Score -9460341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -9460354.000000 Penalty: 13057.475586
	Iteration 52Q: 3 clusters Score -9460354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -9460357.000000 Penalty: 13057.475586
	Iteration 53Q: 3 clusters Score -9460357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -9460356.000000 Penalty: 13057.475586
	Iteration 54Q: 3 clusters Score -9460356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -9460368.000000 Penalty: 13057.475586
	Iteration 55Q: 3 clusters Score -9460368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -9460370.000000 Penalty: 13057.475586
	Iteration 56Q: 3 clusters Score -9460370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -9460369.000000 Penalty: 13057.475586
	Iteration 57Q: 3 clusters Score -9460369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -9460374.000000 Penalty: 13057.475586
	Iteration 58Q: 3 clusters Score -9460374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -9460387.000000 Penalty: 13057.475586
	Iteration 59Q: 3 clusters Score -9460387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -9460396.000000 Penalty: 13057.475586
	Iteration 60F: 3 clusters Score -9460396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -9460407.000000 Penalty: 13057.475586
	Iteration 61Q: 3 clusters Score -9460407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -9460407.000000 Penalty: 13057.475586
	Iteration 62Q: 3 clusters Score -9460407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -9460409.000000 Penalty: 13057.475586
	Iteration 63Q: 3 clusters Score -9460409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -9460407.000000 Penalty: 13057.475586
	Iteration 64Q: 3 clusters Score -9460407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -9460410.000000 Penalty: 13057.475586
	Iteration 65Q: 3 clusters Score -9460410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -9460402.000000 Penalty: 13057.475586
	Iteration 66Q: 3 clusters Score -9460402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -9460410.000000 Penalty: 13057.475586
	Iteration 67Q: 3 clusters Score -9460410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -9460418.000000 Penalty: 13057.475586
	Iteration 68Q: 3 clusters Score -9460418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -9460422.000000 Penalty: 13057.475586
	Iteration 69Q: 3 clusters Score -9460422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -9460421.000000 Penalty: 13057.475586
	Iteration 70Q: 3 clusters Score -9460421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -9460417.000000 Penalty: 13057.475586
	Iteration 71Q: 3 clusters Score -9460417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -9460410.000000 Penalty: 13057.475586
	Iteration 72Q: 3 clusters Score -9460410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -9460418.000000 Penalty: 13057.475586
	Iteration 73Q: 3 clusters Score -9460418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -9460418.000000 Penalty: 13057.475586
	Iteration 74Q: 3 clusters Score -9460418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -9460422.000000 Penalty: 13057.475586
	Iteration 75Q: 3 clusters Score -9460422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -9460416.000000 Penalty: 13057.475586
	Iteration 76Q: 3 clusters Score -9460416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -9460428.000000 Penalty: 13057.475586
	Iteration 77Q: 3 clusters Score -9460428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -9460423.000000 Penalty: 13057.475586
	Iteration 78Q: 3 clusters Score -9460423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -9460419.000000 Penalty: 13057.475586
	Iteration 79Q: 3 clusters Score -9460419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -9460425.000000 Penalty: 13057.475586
	Iteration 80F: 3 clusters Score -9460425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -9460433.000000 Penalty: 13057.475586
	Iteration 81Q: 3 clusters Score -9460433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -9460432.000000 Penalty: 13057.475586
	Iteration 82Q: 3 clusters Score -9460432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -9460436.000000 Penalty: 13057.475586
	Iteration 83Q: 3 clusters Score -9460436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -9460439.000000 Penalty: 13057.475586
	Iteration 84Q: 3 clusters Score -9460439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -9460439.000000 Penalty: 13057.475586
	Iteration 85F: 3 clusters Score -9460439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99301 members 
Entering Unmasked Estep 
Score: -22846918.000000 Penalty: 7047.370605
	Iteration 0F: 2 clusters Score -2.284692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -22779722.000000 Penalty: 14094.741211
	Iteration 0F: 3 clusters Score -2.277972e+07 nChanged 45389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -22804668.000000 Penalty: 14094.741211
	Iteration 1F: 3 clusters Score -2.280467e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -22805922.000000 Penalty: 14094.741211
	Iteration 2Q: 3 clusters Score -2.280592e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -22807106.000000 Penalty: 14094.741211
	Iteration 3Q: 3 clusters Score -2.280711e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -22808652.000000 Penalty: 14094.741211
	Iteration 4Q: 3 clusters Score -2.280865e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -22810422.000000 Penalty: 14094.741211
	Iteration 5Q: 3 clusters Score -2.281042e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -22812440.000000 Penalty: 14094.741211
	Iteration 6Q: 3 clusters Score -2.281244e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -22814500.000000 Penalty: 14094.741211
	Iteration 7Q: 3 clusters Score -2.28145e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -22816470.000000 Penalty: 14094.741211
	Iteration 8Q: 3 clusters Score -2.281647e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -22818442.000000 Penalty: 14094.741211
	Iteration 9Q: 3 clusters Score -2.281844e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -22820478.000000 Penalty: 14094.741211
	Iteration 10Q: 3 clusters Score -2.282048e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -22822666.000000 Penalty: 14094.741211
	Iteration 11Q: 3 clusters Score -2.282267e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -22825170.000000 Penalty: 14094.741211
	Iteration 12Q: 3 clusters Score -2.282517e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -22827708.000000 Penalty: 14094.741211
	Iteration 13Q: 3 clusters Score -2.282771e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -22829942.000000 Penalty: 14094.741211
	Iteration 14Q: 3 clusters Score -2.282994e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -22831724.000000 Penalty: 14094.741211
	Iteration 15Q: 3 clusters Score -2.283172e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 82142 members 
Entering Unmasked Estep 
Score: -22833448.000000 Penalty: 14094.741211
	Iteration 16Q: 3 clusters Score -2.283345e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -22834858.000000 Penalty: 14094.741211
	Iteration 17Q: 3 clusters Score -2.283486e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -22835892.000000 Penalty: 14094.741211
	Iteration 18Q: 3 clusters Score -2.283589e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -22836602.000000 Penalty: 14094.741211
	Iteration 19Q: 3 clusters Score -2.28366e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -22837292.000000 Penalty: 14094.741211
	Iteration 20F: 3 clusters Score -2.283729e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 90120 members 
Entering Unmasked Estep 
Score: -22837940.000000 Penalty: 14094.741211
	Iteration 21Q: 3 clusters Score -2.283794e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -22838474.000000 Penalty: 14094.741211
	Iteration 22Q: 3 clusters Score -2.283847e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -22838892.000000 Penalty: 14094.741211
	Iteration 23Q: 3 clusters Score -2.283889e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -22839216.000000 Penalty: 14094.741211
	Iteration 24Q: 3 clusters Score -2.283922e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 93105 members 
Entering Unmasked Estep 
Score: -22839488.000000 Penalty: 14094.741211
	Iteration 25Q: 3 clusters Score -2.283949e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -22839742.000000 Penalty: 14094.741211
	Iteration 26Q: 3 clusters Score -2.283974e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -22839878.000000 Penalty: 14094.741211
	Iteration 27Q: 3 clusters Score -2.283988e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -22839974.000000 Penalty: 14094.741211
	Iteration 28Q: 3 clusters Score -2.283997e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -22840074.000000 Penalty: 14094.741211
	Iteration 29Q: 3 clusters Score -2.284007e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
Score: -22840194.000000 Penalty: 14094.741211
	Iteration 30Q: 3 clusters Score -2.284019e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -22840222.000000 Penalty: 14094.741211
	Iteration 31Q: 3 clusters Score -2.284022e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -22840258.000000 Penalty: 14094.741211
	Iteration 32Q: 3 clusters Score -2.284026e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -22840406.000000 Penalty: 14094.741211
	Iteration 33Q: 3 clusters Score -2.284041e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 95458 members 
Entering Unmasked Estep 
Score: -22840480.000000 Penalty: 14094.741211
	Iteration 34Q: 3 clusters Score -2.284048e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -22840532.000000 Penalty: 14094.741211
	Iteration 35Q: 3 clusters Score -2.284053e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -22840554.000000 Penalty: 14094.741211
	Iteration 36Q: 3 clusters Score -2.284055e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -22840590.000000 Penalty: 14094.741211
	Iteration 37Q: 3 clusters Score -2.284059e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 95896 members 
Entering Unmasked Estep 
Score: -22840612.000000 Penalty: 14094.741211
	Iteration 38Q: 3 clusters Score -2.284061e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 95978 members 
Entering Unmasked Estep 
Score: -22840650.000000 Penalty: 14094.741211
	Iteration 39Q: 3 clusters Score -2.284065e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -22840632.000000 Penalty: 14094.741211
	Iteration 40F: 3 clusters Score -2.284063e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -22840642.000000 Penalty: 14094.741211
	Iteration 41Q: 3 clusters Score -2.284064e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 96135 members 
Entering Unmasked Estep 
Score: -22840692.000000 Penalty: 14094.741211
	Iteration 42Q: 3 clusters Score -2.284069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -22840690.000000 Penalty: 14094.741211
	Iteration 43Q: 3 clusters Score -2.284069e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
Score: -22840672.000000 Penalty: 14094.741211
	Iteration 44Q: 3 clusters Score -2.284067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -22840694.000000 Penalty: 14094.741211
	Iteration 45Q: 3 clusters Score -2.284069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 96259 members 
Entering Unmasked Estep 
Score: -22840700.000000 Penalty: 14094.741211
	Iteration 46Q: 3 clusters Score -2.28407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -22840682.000000 Penalty: 14094.741211
	Iteration 47Q: 3 clusters Score -2.284068e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -22840716.000000 Penalty: 14094.741211
	Iteration 48Q: 3 clusters Score -2.284072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -22840748.000000 Penalty: 14094.741211
	Iteration 49Q: 3 clusters Score -2.284075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -22840742.000000 Penalty: 14094.741211
	Iteration 50Q: 3 clusters Score -2.284074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -22840754.000000 Penalty: 14094.741211
	Iteration 51Q: 3 clusters Score -2.284075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -22840790.000000 Penalty: 14094.741211
	Iteration 52Q: 3 clusters Score -2.284079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -22840784.000000 Penalty: 14094.741211
	Iteration 53Q: 3 clusters Score -2.284078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -22840792.000000 Penalty: 14094.741211
	Iteration 54Q: 3 clusters Score -2.284079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -22840824.000000 Penalty: 14094.741211
	Iteration 55Q: 3 clusters Score -2.284082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 96477 members 
Entering Unmasked Estep 
Score: -22840818.000000 Penalty: 14094.741211
	Iteration 56Q: 3 clusters Score -2.284082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 96481 members 
Entering Unmasked Estep 
Score: -22840830.000000 Penalty: 14094.741211
	Iteration 57Q: 3 clusters Score -2.284083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -22840814.000000 Penalty: 14094.741211
	Iteration 58Q: 3 clusters Score -2.284081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -22840820.000000 Penalty: 14094.741211
	Iteration 59Q: 3 clusters Score -2.284082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 96502 members 
Entering Unmasked Estep 
Score: -22840800.000000 Penalty: 14094.741211
	Iteration 60F: 3 clusters Score -2.28408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -22840812.000000 Penalty: 14094.741211
	Iteration 61Q: 3 clusters Score -2.284081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -22840810.000000 Penalty: 14094.741211
	Iteration 62Q: 3 clusters Score -2.284081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 96519 members 
Entering Unmasked Estep 
Score: -22840816.000000 Penalty: 14094.741211
	Iteration 63Q: 3 clusters Score -2.284082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -22840816.000000 Penalty: 14094.741211
	Iteration 64Q: 3 clusters Score -2.284082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -22840838.000000 Penalty: 14094.741211
	Iteration 65Q: 3 clusters Score -2.284084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -22840852.000000 Penalty: 14094.741211
	Iteration 66Q: 3 clusters Score -2.284085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -22840846.000000 Penalty: 14094.741211
	Iteration 67Q: 3 clusters Score -2.284085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -22840838.000000 Penalty: 14094.741211
	Iteration 68Q: 3 clusters Score -2.284084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -22840848.000000 Penalty: 14094.741211
	Iteration 69Q: 3 clusters Score -2.284085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -22840848.000000 Penalty: 14094.741211
	Iteration 70F: 3 clusters Score -2.284085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Entering Unmasked Estep 
Score: -7715794.000000 Penalty: 6388.675781
	Iteration 0F: 2 clusters Score -7715794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -7690394.500000 Penalty: 12777.351562
	Iteration 0F: 3 clusters Score -7690394 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -7698112.500000 Penalty: 12777.351562
	Iteration 1F: 3 clusters Score -7698112 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -7698838.000000 Penalty: 12777.351562
	Iteration 2F: 3 clusters Score -7698838 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -7699334.000000 Penalty: 12777.351562
	Iteration 3Q: 3 clusters Score -7699334 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -7699705.000000 Penalty: 12777.351562
	Iteration 4Q: 3 clusters Score -7699705 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -7700033.000000 Penalty: 12777.351562
	Iteration 5Q: 3 clusters Score -7700033 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -7700267.000000 Penalty: 12777.351562
	Iteration 6Q: 3 clusters Score -7700267 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -7700498.500000 Penalty: 12777.351562
	Iteration 7Q: 3 clusters Score -7700498 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -7700724.500000 Penalty: 12777.351562
	Iteration 8Q: 3 clusters Score -7700724 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -7701023.000000 Penalty: 12777.351562
	Iteration 9Q: 3 clusters Score -7701023 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -7701328.000000 Penalty: 12777.351562
	Iteration 10Q: 3 clusters Score -7701328 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -7701762.000000 Penalty: 12777.351562
	Iteration 11Q: 3 clusters Score -7701762 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -7702297.000000 Penalty: 12777.351562
	Iteration 12Q: 3 clusters Score -7702297 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -7703044.500000 Penalty: 12777.351562
	Iteration 13Q: 3 clusters Score -7703044 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -7703980.000000 Penalty: 12777.351562
	Iteration 14Q: 3 clusters Score -7703980 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -7705072.000000 Penalty: 12777.351562
	Iteration 15Q: 3 clusters Score -7705072 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -7706345.500000 Penalty: 12777.351562
	Iteration 16Q: 3 clusters Score -7706346 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7707489.500000 Penalty: 12777.351562
	Iteration 17Q: 3 clusters Score -7707490 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7708453.000000 Penalty: 12777.351562
	Iteration 18Q: 3 clusters Score -7708453 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7709080.000000 Penalty: 12777.351562
	Iteration 19Q: 3 clusters Score -7709080 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7709493.500000 Penalty: 12777.351562
	Iteration 20F: 3 clusters Score -7709494 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7709696.000000 Penalty: 12777.351562
	Iteration 21Q: 3 clusters Score -7709696 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7709836.500000 Penalty: 12777.351562
	Iteration 22Q: 3 clusters Score -7709836 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7709920.500000 Penalty: 12777.351562
	Iteration 23Q: 3 clusters Score -7709920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7709978.000000 Penalty: 12777.351562
	Iteration 24Q: 3 clusters Score -7709978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7710007.500000 Penalty: 12777.351562
	Iteration 25Q: 3 clusters Score -7710008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7710048.500000 Penalty: 12777.351562
	Iteration 26Q: 3 clusters Score -7710048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7710064.000000 Penalty: 12777.351562
	Iteration 27Q: 3 clusters Score -7710064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7710072.000000 Penalty: 12777.351562
	Iteration 28Q: 3 clusters Score -7710072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7710076.500000 Penalty: 12777.351562
	Iteration 29Q: 3 clusters Score -7710076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7710088.000000 Penalty: 12777.351562
	Iteration 30Q: 3 clusters Score -7710088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7710108.000000 Penalty: 12777.351562
	Iteration 31Q: 3 clusters Score -7710108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7710112.500000 Penalty: 12777.351562
	Iteration 32Q: 3 clusters Score -7710112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7710111.000000 Penalty: 12777.351562
	Iteration 33Q: 3 clusters Score -7710111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7710111.000000 Penalty: 12777.351562
	Iteration 34Q: 3 clusters Score -7710111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7710121.000000 Penalty: 12777.351562
	Iteration 35Q: 3 clusters Score -7710121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7710122.500000 Penalty: 12777.351562
	Iteration 36Q: 3 clusters Score -7710122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7710134.500000 Penalty: 12777.351562
	Iteration 37Q: 3 clusters Score -7710134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7710152.000000 Penalty: 12777.351562
	Iteration 38Q: 3 clusters Score -7710152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7710153.500000 Penalty: 12777.351562
	Iteration 39Q: 3 clusters Score -7710154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7710164.000000 Penalty: 12777.351562
	Iteration 40F: 3 clusters Score -7710164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7710168.000000 Penalty: 12777.351562
	Iteration 41Q: 3 clusters Score -7710168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7710182.500000 Penalty: 12777.351562
	Iteration 42Q: 3 clusters Score -7710182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7710177.000000 Penalty: 12777.351562
	Iteration 43Q: 3 clusters Score -7710177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7710177.000000 Penalty: 12777.351562
	Iteration 44Q: 3 clusters Score -7710177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7710177.000000 Penalty: 12777.351562
	Iteration 45F: 3 clusters Score -7710177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Entering Unmasked Estep 
Score: -3924129.750000 Penalty: 5965.441895
	Iteration 0F: 2 clusters Score -3924130 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 8567 members 
Entering Unmasked Estep 
Score: -3909498.000000 Penalty: 11930.883789
	Iteration 0F: 3 clusters Score -3909498 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3912970.000000 Penalty: 11930.883789
	Iteration 1F: 3 clusters Score -3912970 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3913522.000000 Penalty: 11930.883789
	Iteration 2F: 3 clusters Score -3913522 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3913876.750000 Penalty: 11930.883789
	Iteration 3Q: 3 clusters Score -3913877 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -3914134.250000 Penalty: 11930.883789
	Iteration 4Q: 3 clusters Score -3914134 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3914323.500000 Penalty: 11930.883789
	Iteration 5Q: 3 clusters Score -3914324 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3914441.000000 Penalty: 11930.883789
	Iteration 6Q: 3 clusters Score -3914441 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3914569.000000 Penalty: 11930.883789
	Iteration 7Q: 3 clusters Score -3914569 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3914665.250000 Penalty: 11930.883789
	Iteration 8Q: 3 clusters Score -3914665 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3914736.500000 Penalty: 11930.883789
	Iteration 9Q: 3 clusters Score -3914736 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3914785.250000 Penalty: 11930.883789
	Iteration 10Q: 3 clusters Score -3914785 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3914845.500000 Penalty: 11930.883789
	Iteration 11Q: 3 clusters Score -3914846 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3914896.500000 Penalty: 11930.883789
	Iteration 12Q: 3 clusters Score -3914896 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3914941.500000 Penalty: 11930.883789
	Iteration 13Q: 3 clusters Score -3914942 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3914998.250000 Penalty: 11930.883789
	Iteration 14Q: 3 clusters Score -3914998 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3915026.000000 Penalty: 11930.883789
	Iteration 15Q: 3 clusters Score -3915026 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3915043.750000 Penalty: 11930.883789
	Iteration 16Q: 3 clusters Score -3915044 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3915088.250000 Penalty: 11930.883789
	Iteration 17Q: 3 clusters Score -3915088 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3915118.000000 Penalty: 11930.883789
	Iteration 18Q: 3 clusters Score -3915118 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3915141.750000 Penalty: 11930.883789
	Iteration 19Q: 3 clusters Score -3915142 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -3915195.500000 Penalty: 11930.883789
	Iteration 20F: 3 clusters Score -3915196 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3915231.750000 Penalty: 11930.883789
	Iteration 21Q: 3 clusters Score -3915232 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3915276.750000 Penalty: 11930.883789
	Iteration 22Q: 3 clusters Score -3915277 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3915329.750000 Penalty: 11930.883789
	Iteration 23Q: 3 clusters Score -3915330 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3915382.000000 Penalty: 11930.883789
	Iteration 24Q: 3 clusters Score -3915382 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3915440.250000 Penalty: 11930.883789
	Iteration 25Q: 3 clusters Score -3915440 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3915474.500000 Penalty: 11930.883789
	Iteration 26Q: 3 clusters Score -3915474 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3915543.500000 Penalty: 11930.883789
	Iteration 27Q: 3 clusters Score -3915544 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3915618.750000 Penalty: 11930.883789
	Iteration 28Q: 3 clusters Score -3915619 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3915725.500000 Penalty: 11930.883789
	Iteration 29Q: 3 clusters Score -3915726 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3915819.250000 Penalty: 11930.883789
	Iteration 30Q: 3 clusters Score -3915819 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3915936.750000 Penalty: 11930.883789
	Iteration 31Q: 3 clusters Score -3915937 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3916081.500000 Penalty: 11930.883789
	Iteration 32Q: 3 clusters Score -3916082 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3916238.250000 Penalty: 11930.883789
	Iteration 33Q: 3 clusters Score -3916238 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3916388.250000 Penalty: 11930.883789
	Iteration 34Q: 3 clusters Score -3916388 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3916547.500000 Penalty: 11930.883789
	Iteration 35Q: 3 clusters Score -3916548 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3916738.750000 Penalty: 11930.883789
	Iteration 36Q: 3 clusters Score -3916739 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3916925.750000 Penalty: 11930.883789
	Iteration 37Q: 3 clusters Score -3916926 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3917170.000000 Penalty: 11930.883789
	Iteration 38Q: 3 clusters Score -3917170 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3917414.750000 Penalty: 11930.883789
	Iteration 39Q: 3 clusters Score -3917415 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3917643.750000 Penalty: 11930.883789
	Iteration 40F: 3 clusters Score -3917644 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3917830.000000 Penalty: 11930.883789
	Iteration 41Q: 3 clusters Score -3917830 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3918022.750000 Penalty: 11930.883789
	Iteration 42Q: 3 clusters Score -3918023 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3918159.000000 Penalty: 11930.883789
	Iteration 43Q: 3 clusters Score -3918159 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3918270.500000 Penalty: 11930.883789
	Iteration 44Q: 3 clusters Score -3918270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3918375.750000 Penalty: 11930.883789
	Iteration 45Q: 3 clusters Score -3918376 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3918448.750000 Penalty: 11930.883789
	Iteration 46Q: 3 clusters Score -3918449 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3918516.000000 Penalty: 11930.883789
	Iteration 47Q: 3 clusters Score -3918516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3918571.500000 Penalty: 11930.883789
	Iteration 48Q: 3 clusters Score -3918572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3918626.000000 Penalty: 11930.883789
	Iteration 49Q: 3 clusters Score -3918626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3918663.250000 Penalty: 11930.883789
	Iteration 50Q: 3 clusters Score -3918663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3918693.250000 Penalty: 11930.883789
	Iteration 51Q: 3 clusters Score -3918693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3918723.750000 Penalty: 11930.883789
	Iteration 52Q: 3 clusters Score -3918724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3918748.750000 Penalty: 11930.883789
	Iteration 53Q: 3 clusters Score -3918749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3918771.250000 Penalty: 11930.883789
	Iteration 54Q: 3 clusters Score -3918771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3918783.250000 Penalty: 11930.883789
	Iteration 55Q: 3 clusters Score -3918783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3918785.250000 Penalty: 11930.883789
	Iteration 56Q: 3 clusters Score -3918785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3918802.750000 Penalty: 11930.883789
	Iteration 57Q: 3 clusters Score -3918803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3918810.250000 Penalty: 11930.883789
	Iteration 58Q: 3 clusters Score -3918810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3918815.750000 Penalty: 11930.883789
	Iteration 59Q: 3 clusters Score -3918816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3918818.000000 Penalty: 11930.883789
	Iteration 60F: 3 clusters Score -3918818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3918815.750000 Penalty: 11930.883789
	Iteration 61Q: 3 clusters Score -3918816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3918824.000000 Penalty: 11930.883789
	Iteration 62Q: 3 clusters Score -3918824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3918827.500000 Penalty: 11930.883789
	Iteration 63Q: 3 clusters Score -3918828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3918832.750000 Penalty: 11930.883789
	Iteration 64Q: 3 clusters Score -3918833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3918835.000000 Penalty: 11930.883789
	Iteration 65Q: 3 clusters Score -3918835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3918835.750000 Penalty: 11930.883789
	Iteration 66Q: 3 clusters Score -3918836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3918838.500000 Penalty: 11930.883789
	Iteration 67Q: 3 clusters Score -3918838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3918850.250000 Penalty: 11930.883789
	Iteration 68Q: 3 clusters Score -3918850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3918846.750000 Penalty: 11930.883789
	Iteration 69Q: 3 clusters Score -3918847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3918853.000000 Penalty: 11930.883789
	Iteration 70Q: 3 clusters Score -3918853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3918859.250000 Penalty: 11930.883789
	Iteration 71Q: 3 clusters Score -3918859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3918854.250000 Penalty: 11930.883789
	Iteration 72Q: 3 clusters Score -3918854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3918855.500000 Penalty: 11930.883789
	Iteration 73Q: 3 clusters Score -3918856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3918854.250000 Penalty: 11930.883789
	Iteration 74Q: 3 clusters Score -3918854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3918854.500000 Penalty: 11930.883789
	Iteration 75Q: 3 clusters Score -3918854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3918853.000000 Penalty: 11930.883789
	Iteration 76Q: 3 clusters Score -3918853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3918853.000000 Penalty: 11930.883789
	Iteration 77F: 3 clusters Score -3918853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Entering Unmasked Estep 
Score: -11775123.000000 Penalty: 6671.593262
	Iteration 0F: 2 clusters Score -1.177512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -11736945.000000 Penalty: 13343.186523
	Iteration 0F: 3 clusters Score -1.173694e+07 nChanged 23777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -11749758.000000 Penalty: 13343.186523
	Iteration 1F: 3 clusters Score -1.174976e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -11750747.000000 Penalty: 13343.186523
	Iteration 2F: 3 clusters Score -1.175075e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -11751776.000000 Penalty: 13343.186523
	Iteration 3Q: 3 clusters Score -1.175178e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -11752906.000000 Penalty: 13343.186523
	Iteration 4Q: 3 clusters Score -1.175291e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -11754210.000000 Penalty: 13343.186523
	Iteration 5Q: 3 clusters Score -1.175421e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -11755700.000000 Penalty: 13343.186523
	Iteration 6Q: 3 clusters Score -1.17557e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -11757487.000000 Penalty: 13343.186523
	Iteration 7F: 3 clusters Score -1.175749e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -11759172.000000 Penalty: 13343.186523
	Iteration 8F: 3 clusters Score -1.175917e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -11760712.000000 Penalty: 13343.186523
	Iteration 9Q: 3 clusters Score -1.176071e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -11761987.000000 Penalty: 13343.186523
	Iteration 10Q: 3 clusters Score -1.176199e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -11763165.000000 Penalty: 13343.186523
	Iteration 11Q: 3 clusters Score -1.176316e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -11764172.000000 Penalty: 13343.186523
	Iteration 12Q: 3 clusters Score -1.176417e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -11764999.000000 Penalty: 13343.186523
	Iteration 13Q: 3 clusters Score -1.1765e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -11765740.000000 Penalty: 13343.186523
	Iteration 14Q: 3 clusters Score -1.176574e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -11766362.000000 Penalty: 13343.186523
	Iteration 15Q: 3 clusters Score -1.176636e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -11766937.000000 Penalty: 13343.186523
	Iteration 16Q: 3 clusters Score -1.176694e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -11767422.000000 Penalty: 13343.186523
	Iteration 17Q: 3 clusters Score -1.176742e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -11767857.000000 Penalty: 13343.186523
	Iteration 18Q: 3 clusters Score -1.176786e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -11768185.000000 Penalty: 13343.186523
	Iteration 19Q: 3 clusters Score -1.176818e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -11768477.000000 Penalty: 13343.186523
	Iteration 20F: 3 clusters Score -1.176848e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -11768688.000000 Penalty: 13343.186523
	Iteration 21Q: 3 clusters Score -1.176869e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -11768820.000000 Penalty: 13343.186523
	Iteration 22Q: 3 clusters Score -1.176882e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -11768951.000000 Penalty: 13343.186523
	Iteration 23Q: 3 clusters Score -1.176895e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -11769030.000000 Penalty: 13343.186523
	Iteration 24Q: 3 clusters Score -1.176903e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -11769139.000000 Penalty: 13343.186523
	Iteration 25Q: 3 clusters Score -1.176914e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -11769222.000000 Penalty: 13343.186523
	Iteration 26Q: 3 clusters Score -1.176922e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -11769262.000000 Penalty: 13343.186523
	Iteration 27Q: 3 clusters Score -1.176926e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -11769314.000000 Penalty: 13343.186523
	Iteration 28Q: 3 clusters Score -1.176931e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -11769352.000000 Penalty: 13343.186523
	Iteration 29Q: 3 clusters Score -1.176935e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -11769352.000000 Penalty: 13343.186523
	Iteration 30Q: 3 clusters Score -1.176935e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -11769371.000000 Penalty: 13343.186523
	Iteration 31Q: 3 clusters Score -1.176937e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -11769388.000000 Penalty: 13343.186523
	Iteration 32Q: 3 clusters Score -1.176939e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -11769403.000000 Penalty: 13343.186523
	Iteration 33Q: 3 clusters Score -1.17694e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -11769414.000000 Penalty: 13343.186523
	Iteration 34Q: 3 clusters Score -1.176941e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -11769441.000000 Penalty: 13343.186523
	Iteration 35Q: 3 clusters Score -1.176944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -11769438.000000 Penalty: 13343.186523
	Iteration 36Q: 3 clusters Score -1.176944e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -11769473.000000 Penalty: 13343.186523
	Iteration 37Q: 3 clusters Score -1.176947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11769469.000000 Penalty: 13343.186523
	Iteration 38Q: 3 clusters Score -1.176947e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11769472.000000 Penalty: 13343.186523
	Iteration 39Q: 3 clusters Score -1.176947e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -11769482.000000 Penalty: 13343.186523
	Iteration 40F: 3 clusters Score -1.176948e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -11769478.000000 Penalty: 13343.186523
	Iteration 41Q: 3 clusters Score -1.176948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -11769493.000000 Penalty: 13343.186523
	Iteration 42Q: 3 clusters Score -1.176949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11769510.000000 Penalty: 13343.186523
	Iteration 43Q: 3 clusters Score -1.176951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -11769513.000000 Penalty: 13343.186523
	Iteration 44Q: 3 clusters Score -1.176951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -11769519.000000 Penalty: 13343.186523
	Iteration 45Q: 3 clusters Score -1.176952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -11769523.000000 Penalty: 13343.186523
	Iteration 46Q: 3 clusters Score -1.176952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11769531.000000 Penalty: 13343.186523
	Iteration 47Q: 3 clusters Score -1.176953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -11769536.000000 Penalty: 13343.186523
	Iteration 48Q: 3 clusters Score -1.176954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -11769547.000000 Penalty: 13343.186523
	Iteration 49Q: 3 clusters Score -1.176955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -11769540.000000 Penalty: 13343.186523
	Iteration 50Q: 3 clusters Score -1.176954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -11769535.000000 Penalty: 13343.186523
	Iteration 51Q: 3 clusters Score -1.176954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -11769533.000000 Penalty: 13343.186523
	Iteration 52Q: 3 clusters Score -1.176953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -11769538.000000 Penalty: 13343.186523
	Iteration 53Q: 3 clusters Score -1.176954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -11769537.000000 Penalty: 13343.186523
	Iteration 54Q: 3 clusters Score -1.176954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -11769527.000000 Penalty: 13343.186523
	Iteration 55Q: 3 clusters Score -1.176953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -11769522.000000 Penalty: 13343.186523
	Iteration 56Q: 3 clusters Score -1.176952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11769526.000000 Penalty: 13343.186523
	Iteration 57Q: 3 clusters Score -1.176953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -11769535.000000 Penalty: 13343.186523
	Iteration 58Q: 3 clusters Score -1.176954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -11769526.000000 Penalty: 13343.186523
	Iteration 59Q: 3 clusters Score -1.176953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -11769532.000000 Penalty: 13343.186523
	Iteration 60F: 3 clusters Score -1.176953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -11769534.000000 Penalty: 13343.186523
	Iteration 61Q: 3 clusters Score -1.176953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -11769529.000000 Penalty: 13343.186523
	Iteration 62Q: 3 clusters Score -1.176953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11769526.000000 Penalty: 13343.186523
	Iteration 63Q: 3 clusters Score -1.176953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -11769539.000000 Penalty: 13343.186523
	Iteration 64Q: 3 clusters Score -1.176954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11769545.000000 Penalty: 13343.186523
	Iteration 65Q: 3 clusters Score -1.176954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11769545.000000 Penalty: 13343.186523
	Iteration 66F: 3 clusters Score -1.176954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (149874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149874 members 
Entering Unmasked Estep 
Score: -34184216.000000 Penalty: 7299.499512
	Iteration 0F: 2 clusters Score -3.418422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -34096496.000000 Penalty: 14598.999023
	Iteration 0F: 3 clusters Score -3.40965e+07 nChanged 69789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -34135832.000000 Penalty: 14598.999023
	Iteration 1F: 3 clusters Score -3.413583e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -34137384.000000 Penalty: 14598.999023
	Iteration 2Q: 3 clusters Score -3.413738e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -34139320.000000 Penalty: 14598.999023
	Iteration 3Q: 3 clusters Score -3.413932e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -34141788.000000 Penalty: 14598.999023
	Iteration 4Q: 3 clusters Score -3.414179e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86960 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -34145080.000000 Penalty: 14598.999023
	Iteration 5F: 3 clusters Score -3.414508e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -34149988.000000 Penalty: 14598.999023
	Iteration 6F: 3 clusters Score -3.414999e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -34155964.000000 Penalty: 14598.999023
	Iteration 7F: 3 clusters Score -3.415596e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103210 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -34162072.000000 Penalty: 14598.999023
	Iteration 8F: 3 clusters Score -3.416207e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -34166508.000000 Penalty: 14598.999023
	Iteration 9F: 3 clusters Score -3.416651e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113240 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -34170048.000000 Penalty: 14598.999023
	Iteration 10Q: 3 clusters Score -3.417005e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117952 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -34173112.000000 Penalty: 14598.999023
	Iteration 11Q: 3 clusters Score -3.417311e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122469 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -34175344.000000 Penalty: 14598.999023
	Iteration 12Q: 3 clusters Score -3.417534e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126671 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -34176784.000000 Penalty: 14598.999023
	Iteration 13Q: 3 clusters Score -3.417678e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130412 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -34178068.000000 Penalty: 14598.999023
	Iteration 14Q: 3 clusters Score -3.417807e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133469 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -34179372.000000 Penalty: 14598.999023
	Iteration 15Q: 3 clusters Score -3.417937e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135746 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -34180308.000000 Penalty: 14598.999023
	Iteration 16Q: 3 clusters Score -3.418031e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137307 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -34180836.000000 Penalty: 14598.999023
	Iteration 17Q: 3 clusters Score -3.418084e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138400 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -34181108.000000 Penalty: 14598.999023
	Iteration 18Q: 3 clusters Score -3.418111e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139157 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -34181628.000000 Penalty: 14598.999023
	Iteration 19Q: 3 clusters Score -3.418163e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139693 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -34182020.000000 Penalty: 14598.999023
	Iteration 20F: 3 clusters Score -3.418202e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140078 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -34182256.000000 Penalty: 14598.999023
	Iteration 21Q: 3 clusters Score -3.418226e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140376 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -34182412.000000 Penalty: 14598.999023
	Iteration 22Q: 3 clusters Score -3.418241e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140630 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -34182552.000000 Penalty: 14598.999023
	Iteration 23Q: 3 clusters Score -3.418255e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140821 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -34182648.000000 Penalty: 14598.999023
	Iteration 24Q: 3 clusters Score -3.418265e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140980 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -34182712.000000 Penalty: 14598.999023
	Iteration 25Q: 3 clusters Score -3.418271e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141083 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -34182816.000000 Penalty: 14598.999023
	Iteration 26Q: 3 clusters Score -3.418282e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -34182928.000000 Penalty: 14598.999023
	Iteration 27Q: 3 clusters Score -3.418293e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141220 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -34182976.000000 Penalty: 14598.999023
	Iteration 28Q: 3 clusters Score -3.418298e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141297 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -34183044.000000 Penalty: 14598.999023
	Iteration 29Q: 3 clusters Score -3.418304e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141360 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -34183096.000000 Penalty: 14598.999023
	Iteration 30Q: 3 clusters Score -3.41831e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141418 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -34183072.000000 Penalty: 14598.999023
	Iteration 31Q: 3 clusters Score -3.418307e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -34183060.000000 Penalty: 14598.999023
	Iteration 32Q: 3 clusters Score -3.418306e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141524 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -34183076.000000 Penalty: 14598.999023
	Iteration 33Q: 3 clusters Score -3.418308e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141567 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -34183092.000000 Penalty: 14598.999023
	Iteration 34Q: 3 clusters Score -3.418309e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141600 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -34183096.000000 Penalty: 14598.999023
	Iteration 35Q: 3 clusters Score -3.41831e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141633 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -34183136.000000 Penalty: 14598.999023
	Iteration 36Q: 3 clusters Score -3.418314e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141655 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -34183116.000000 Penalty: 14598.999023
	Iteration 37Q: 3 clusters Score -3.418312e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141660 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -34183116.000000 Penalty: 14598.999023
	Iteration 38Q: 3 clusters Score -3.418312e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141674 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -34183144.000000 Penalty: 14598.999023
	Iteration 39Q: 3 clusters Score -3.418314e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141689 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -34183132.000000 Penalty: 14598.999023
	Iteration 40F: 3 clusters Score -3.418313e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -34183156.000000 Penalty: 14598.999023
	Iteration 41Q: 3 clusters Score -3.418316e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141747 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -34183172.000000 Penalty: 14598.999023
	Iteration 42Q: 3 clusters Score -3.418317e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141777 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -34183160.000000 Penalty: 14598.999023
	Iteration 43Q: 3 clusters Score -3.418316e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141806 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -34183184.000000 Penalty: 14598.999023
	Iteration 44Q: 3 clusters Score -3.418318e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141823 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -34183140.000000 Penalty: 14598.999023
	Iteration 45Q: 3 clusters Score -3.418314e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141845 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -34183124.000000 Penalty: 14598.999023
	Iteration 46Q: 3 clusters Score -3.418312e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141869 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -34183200.000000 Penalty: 14598.999023
	Iteration 47Q: 3 clusters Score -3.41832e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141904 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -34183196.000000 Penalty: 14598.999023
	Iteration 48Q: 3 clusters Score -3.41832e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141931 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -34183216.000000 Penalty: 14598.999023
	Iteration 49Q: 3 clusters Score -3.418322e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141956 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -34183212.000000 Penalty: 14598.999023
	Iteration 50Q: 3 clusters Score -3.418321e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141982 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -34183228.000000 Penalty: 14598.999023
	Iteration 51Q: 3 clusters Score -3.418323e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142005 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -34183172.000000 Penalty: 14598.999023
	Iteration 52Q: 3 clusters Score -3.418317e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142016 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -34183200.000000 Penalty: 14598.999023
	Iteration 53Q: 3 clusters Score -3.41832e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -34183188.000000 Penalty: 14598.999023
	Iteration 54Q: 3 clusters Score -3.418319e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142036 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -34183216.000000 Penalty: 14598.999023
	Iteration 55Q: 3 clusters Score -3.418322e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142057 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -34183160.000000 Penalty: 14598.999023
	Iteration 56Q: 3 clusters Score -3.418316e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142082 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -34183168.000000 Penalty: 14598.999023
	Iteration 57Q: 3 clusters Score -3.418317e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142112 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -34183156.000000 Penalty: 14598.999023
	Iteration 58Q: 3 clusters Score -3.418316e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -34183204.000000 Penalty: 14598.999023
	Iteration 59Q: 3 clusters Score -3.41832e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142170 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -34183200.000000 Penalty: 14598.999023
	Iteration 60F: 3 clusters Score -3.41832e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142195 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -34183164.000000 Penalty: 14598.999023
	Iteration 61Q: 3 clusters Score -3.418316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142211 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -34183184.000000 Penalty: 14598.999023
	Iteration 62Q: 3 clusters Score -3.418318e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142231 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -34183232.000000 Penalty: 14598.999023
	Iteration 63Q: 3 clusters Score -3.418323e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142247 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -34183180.000000 Penalty: 14598.999023
	Iteration 64Q: 3 clusters Score -3.418318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142271 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -34183176.000000 Penalty: 14598.999023
	Iteration 65Q: 3 clusters Score -3.418318e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142292 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -34183196.000000 Penalty: 14598.999023
	Iteration 66Q: 3 clusters Score -3.41832e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142307 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -34183228.000000 Penalty: 14598.999023
	Iteration 67Q: 3 clusters Score -3.418323e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142333 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -34183232.000000 Penalty: 14598.999023
	Iteration 68Q: 3 clusters Score -3.418323e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142356 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -34183244.000000 Penalty: 14598.999023
	Iteration 69Q: 3 clusters Score -3.418324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142379 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -34183248.000000 Penalty: 14598.999023
	Iteration 70Q: 3 clusters Score -3.418325e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142390 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -34183280.000000 Penalty: 14598.999023
	Iteration 71Q: 3 clusters Score -3.418328e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142390 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -34183296.000000 Penalty: 14598.999023
	Iteration 72Q: 3 clusters Score -3.41833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142397 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -34183308.000000 Penalty: 14598.999023
	Iteration 73Q: 3 clusters Score -3.418331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142396 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -34183324.000000 Penalty: 14598.999023
	Iteration 74Q: 3 clusters Score -3.418332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142405 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -34183324.000000 Penalty: 14598.999023
	Iteration 75Q: 3 clusters Score -3.418332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142409 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -34183316.000000 Penalty: 14598.999023
	Iteration 76Q: 3 clusters Score -3.418332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142413 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -34183360.000000 Penalty: 14598.999023
	Iteration 77Q: 3 clusters Score -3.418336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142412 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -34183340.000000 Penalty: 14598.999023
	Iteration 78Q: 3 clusters Score -3.418334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142413 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -34183356.000000 Penalty: 14598.999023
	Iteration 79Q: 3 clusters Score -3.418336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142418 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -34183336.000000 Penalty: 14598.999023
	Iteration 80F: 3 clusters Score -3.418334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142425 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -34183344.000000 Penalty: 14598.999023
	Iteration 81Q: 3 clusters Score -3.418334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142431 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -34183336.000000 Penalty: 14598.999023
	Iteration 82Q: 3 clusters Score -3.418334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142438 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -34183304.000000 Penalty: 14598.999023
	Iteration 83Q: 3 clusters Score -3.41833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142449 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -34183320.000000 Penalty: 14598.999023
	Iteration 84Q: 3 clusters Score -3.418332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142452 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -34183336.000000 Penalty: 14598.999023
	Iteration 85Q: 3 clusters Score -3.418334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142458 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -34183316.000000 Penalty: 14598.999023
	Iteration 86Q: 3 clusters Score -3.418332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142466 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -34183316.000000 Penalty: 14598.999023
	Iteration 87Q: 3 clusters Score -3.418332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142475 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -34183320.000000 Penalty: 14598.999023
	Iteration 88Q: 3 clusters Score -3.418332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142482 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -34183332.000000 Penalty: 14598.999023
	Iteration 89Q: 3 clusters Score -3.418333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142491 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -34183336.000000 Penalty: 14598.999023
	Iteration 90Q: 3 clusters Score -3.418334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142500 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -34183352.000000 Penalty: 14598.999023
	Iteration 91Q: 3 clusters Score -3.418335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142504 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -34183372.000000 Penalty: 14598.999023
	Iteration 92Q: 3 clusters Score -3.418337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142506 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -34183348.000000 Penalty: 14598.999023
	Iteration 93Q: 3 clusters Score -3.418335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142513 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -34183328.000000 Penalty: 14598.999023
	Iteration 94Q: 3 clusters Score -3.418333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142518 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -34183312.000000 Penalty: 14598.999023
	Iteration 95Q: 3 clusters Score -3.418331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142523 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -34183332.000000 Penalty: 14598.999023
	Iteration 96Q: 3 clusters Score -3.418333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142535 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -34183308.000000 Penalty: 14598.999023
	Iteration 97Q: 3 clusters Score -3.418331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142542 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -34183304.000000 Penalty: 14598.999023
	Iteration 98Q: 3 clusters Score -3.41833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142549 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -34183320.000000 Penalty: 14598.999023
	Iteration 99Q: 3 clusters Score -3.418332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142550 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -34183312.000000 Penalty: 14598.999023
	Iteration 100F: 3 clusters Score -3.418331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142556 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -34183320.000000 Penalty: 14598.999023
	Iteration 101Q: 3 clusters Score -3.418332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142563 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -34183308.000000 Penalty: 14598.999023
	Iteration 102Q: 3 clusters Score -3.418331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142571 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -34183308.000000 Penalty: 14598.999023
	Iteration 103Q: 3 clusters Score -3.418331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142573 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -34183316.000000 Penalty: 14598.999023
	Iteration 104Q: 3 clusters Score -3.418332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142575 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -34183332.000000 Penalty: 14598.999023
	Iteration 105Q: 3 clusters Score -3.418333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142576 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -34183344.000000 Penalty: 14598.999023
	Iteration 106Q: 3 clusters Score -3.418334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -34183328.000000 Penalty: 14598.999023
	Iteration 107Q: 3 clusters Score -3.418333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -34183328.000000 Penalty: 14598.999023
	Iteration 108F: 3 clusters Score -3.418333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Entering Unmasked Estep 
Score: -3544167.750000 Penalty: 5933.141113
	Iteration 0F: 2 clusters Score -3544168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3530007.500000 Penalty: 11866.282227
	Iteration 0F: 3 clusters Score -3530008 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -3533560.500000 Penalty: 11866.282227
	Iteration 1F: 3 clusters Score -3533560 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3534196.750000 Penalty: 11866.282227
	Iteration 2F: 3 clusters Score -3534197 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -3534610.250000 Penalty: 11866.282227
	Iteration 3F: 3 clusters Score -3534610 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3534939.000000 Penalty: 11866.282227
	Iteration 4Q: 3 clusters Score -3534939 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3535247.250000 Penalty: 11866.282227
	Iteration 5Q: 3 clusters Score -3535247 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3535559.500000 Penalty: 11866.282227
	Iteration 6Q: 3 clusters Score -3535560 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3535879.000000 Penalty: 11866.282227
	Iteration 7Q: 3 clusters Score -3535879 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3536172.000000 Penalty: 11866.282227
	Iteration 8Q: 3 clusters Score -3536172 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3536498.000000 Penalty: 11866.282227
	Iteration 9Q: 3 clusters Score -3536498 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3536837.750000 Penalty: 11866.282227
	Iteration 10Q: 3 clusters Score -3536838 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -3537214.750000 Penalty: 11866.282227
	Iteration 11Q: 3 clusters Score -3537215 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3537631.750000 Penalty: 11866.282227
	Iteration 12Q: 3 clusters Score -3537632 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3538006.500000 Penalty: 11866.282227
	Iteration 13Q: 3 clusters Score -3538006 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3538428.000000 Penalty: 11866.282227
	Iteration 14Q: 3 clusters Score -3538428 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3538824.250000 Penalty: 11866.282227
	Iteration 15Q: 3 clusters Score -3538824 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3539141.500000 Penalty: 11866.282227
	Iteration 16Q: 3 clusters Score -3539142 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3539402.500000 Penalty: 11866.282227
	Iteration 17Q: 3 clusters Score -3539402 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3539644.500000 Penalty: 11866.282227
	Iteration 18Q: 3 clusters Score -3539644 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3539804.500000 Penalty: 11866.282227
	Iteration 19Q: 3 clusters Score -3539804 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3539924.000000 Penalty: 11866.282227
	Iteration 20F: 3 clusters Score -3539924 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3539985.000000 Penalty: 11866.282227
	Iteration 21Q: 3 clusters Score -3539985 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3540053.250000 Penalty: 11866.282227
	Iteration 22Q: 3 clusters Score -3540053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3540089.250000 Penalty: 11866.282227
	Iteration 23Q: 3 clusters Score -3540089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3540123.750000 Penalty: 11866.282227
	Iteration 24Q: 3 clusters Score -3540124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3540152.750000 Penalty: 11866.282227
	Iteration 25Q: 3 clusters Score -3540153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3540168.000000 Penalty: 11866.282227
	Iteration 26Q: 3 clusters Score -3540168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3540185.000000 Penalty: 11866.282227
	Iteration 27Q: 3 clusters Score -3540185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3540199.500000 Penalty: 11866.282227
	Iteration 28Q: 3 clusters Score -3540200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3540214.000000 Penalty: 11866.282227
	Iteration 29Q: 3 clusters Score -3540214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3540218.250000 Penalty: 11866.282227
	Iteration 30Q: 3 clusters Score -3540218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3540229.750000 Penalty: 11866.282227
	Iteration 31Q: 3 clusters Score -3540230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3540230.750000 Penalty: 11866.282227
	Iteration 32Q: 3 clusters Score -3540231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3540230.500000 Penalty: 11866.282227
	Iteration 33Q: 3 clusters Score -3540230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3540233.500000 Penalty: 11866.282227
	Iteration 34Q: 3 clusters Score -3540234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3540232.500000 Penalty: 11866.282227
	Iteration 35Q: 3 clusters Score -3540232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3540233.250000 Penalty: 11866.282227
	Iteration 36Q: 3 clusters Score -3540233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3540237.500000 Penalty: 11866.282227
	Iteration 37Q: 3 clusters Score -3540238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3540236.750000 Penalty: 11866.282227
	Iteration 38Q: 3 clusters Score -3540237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3540242.250000 Penalty: 11866.282227
	Iteration 39Q: 3 clusters Score -3540242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3540242.250000 Penalty: 11866.282227
	Iteration 40F: 3 clusters Score -3540242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Entering Unmasked Estep 
Score: -4597777.500000 Penalty: 6075.307129
	Iteration 0F: 2 clusters Score -4597778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4580981.500000 Penalty: 12150.614258
	Iteration 0F: 3 clusters Score -4580982 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4585402.500000 Penalty: 12150.614258
	Iteration 1F: 3 clusters Score -4585402 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4586009.000000 Penalty: 12150.614258
	Iteration 2F: 3 clusters Score -4586009 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -4586419.500000 Penalty: 12150.614258
	Iteration 3Q: 3 clusters Score -4586420 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -4586721.500000 Penalty: 12150.614258
	Iteration 4Q: 3 clusters Score -4586722 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4586939.000000 Penalty: 12150.614258
	Iteration 5Q: 3 clusters Score -4586939 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -4587091.000000 Penalty: 12150.614258
	Iteration 6Q: 3 clusters Score -4587091 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -4587269.500000 Penalty: 12150.614258
	Iteration 7Q: 3 clusters Score -4587270 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4587419.000000 Penalty: 12150.614258
	Iteration 8Q: 3 clusters Score -4587419 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -4587562.500000 Penalty: 12150.614258
	Iteration 9Q: 3 clusters Score -4587562 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -4587700.000000 Penalty: 12150.614258
	Iteration 10Q: 3 clusters Score -4587700 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4587831.500000 Penalty: 12150.614258
	Iteration 11Q: 3 clusters Score -4587832 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4587953.000000 Penalty: 12150.614258
	Iteration 12Q: 3 clusters Score -4587953 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -4588050.000000 Penalty: 12150.614258
	Iteration 13Q: 3 clusters Score -4588050 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -4588157.000000 Penalty: 12150.614258
	Iteration 14Q: 3 clusters Score -4588157 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -4588256.000000 Penalty: 12150.614258
	Iteration 15Q: 3 clusters Score -4588256 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4588371.500000 Penalty: 12150.614258
	Iteration 16Q: 3 clusters Score -4588372 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4588495.000000 Penalty: 12150.614258
	Iteration 17Q: 3 clusters Score -4588495 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4588602.000000 Penalty: 12150.614258
	Iteration 18Q: 3 clusters Score -4588602 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -4588709.500000 Penalty: 12150.614258
	Iteration 19Q: 3 clusters Score -4588710 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -4588823.000000 Penalty: 12150.614258
	Iteration 20F: 3 clusters Score -4588823 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -4588933.000000 Penalty: 12150.614258
	Iteration 21Q: 3 clusters Score -4588933 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -4589071.000000 Penalty: 12150.614258
	Iteration 22Q: 3 clusters Score -4589071 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -4589228.500000 Penalty: 12150.614258
	Iteration 23Q: 3 clusters Score -4589228 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4589360.500000 Penalty: 12150.614258
	Iteration 24Q: 3 clusters Score -4589360 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -4589483.000000 Penalty: 12150.614258
	Iteration 25Q: 3 clusters Score -4589483 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -4589610.000000 Penalty: 12150.614258
	Iteration 26Q: 3 clusters Score -4589610 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -4589739.000000 Penalty: 12150.614258
	Iteration 27Q: 3 clusters Score -4589739 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -4589867.000000 Penalty: 12150.614258
	Iteration 28Q: 3 clusters Score -4589867 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4590009.500000 Penalty: 12150.614258
	Iteration 29Q: 3 clusters Score -4590010 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -4590166.000000 Penalty: 12150.614258
	Iteration 30Q: 3 clusters Score -4590166 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4590285.000000 Penalty: 12150.614258
	Iteration 31Q: 3 clusters Score -4590285 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -4590415.000000 Penalty: 12150.614258
	Iteration 32Q: 3 clusters Score -4590415 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -4590554.500000 Penalty: 12150.614258
	Iteration 33Q: 3 clusters Score -4590554 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -4590646.500000 Penalty: 12150.614258
	Iteration 34Q: 3 clusters Score -4590646 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4590747.000000 Penalty: 12150.614258
	Iteration 35Q: 3 clusters Score -4590747 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4590837.500000 Penalty: 12150.614258
	Iteration 36Q: 3 clusters Score -4590838 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4590893.000000 Penalty: 12150.614258
	Iteration 37Q: 3 clusters Score -4590893 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -4590981.000000 Penalty: 12150.614258
	Iteration 38Q: 3 clusters Score -4590981 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4591073.000000 Penalty: 12150.614258
	Iteration 39Q: 3 clusters Score -4591073 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -4591141.000000 Penalty: 12150.614258
	Iteration 40F: 3 clusters Score -4591141 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4591206.000000 Penalty: 12150.614258
	Iteration 41Q: 3 clusters Score -4591206 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -4591258.500000 Penalty: 12150.614258
	Iteration 42Q: 3 clusters Score -4591258 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4591337.500000 Penalty: 12150.614258
	Iteration 43Q: 3 clusters Score -4591338 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4591389.500000 Penalty: 12150.614258
	Iteration 44Q: 3 clusters Score -4591390 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4591446.000000 Penalty: 12150.614258
	Iteration 45Q: 3 clusters Score -4591446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4591500.000000 Penalty: 12150.614258
	Iteration 46Q: 3 clusters Score -4591500 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4591558.500000 Penalty: 12150.614258
	Iteration 47Q: 3 clusters Score -4591558 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4591600.000000 Penalty: 12150.614258
	Iteration 48Q: 3 clusters Score -4591600 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4591650.000000 Penalty: 12150.614258
	Iteration 49Q: 3 clusters Score -4591650 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4591695.000000 Penalty: 12150.614258
	Iteration 50Q: 3 clusters Score -4591695 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4591759.500000 Penalty: 12150.614258
	Iteration 51Q: 3 clusters Score -4591760 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4591814.000000 Penalty: 12150.614258
	Iteration 52Q: 3 clusters Score -4591814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -4591849.500000 Penalty: 12150.614258
	Iteration 53Q: 3 clusters Score -4591850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4591878.500000 Penalty: 12150.614258
	Iteration 54Q: 3 clusters Score -4591878 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4591914.000000 Penalty: 12150.614258
	Iteration 55Q: 3 clusters Score -4591914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4591955.000000 Penalty: 12150.614258
	Iteration 56Q: 3 clusters Score -4591955 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4592010.500000 Penalty: 12150.614258
	Iteration 57Q: 3 clusters Score -4592010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4592043.000000 Penalty: 12150.614258
	Iteration 58Q: 3 clusters Score -4592043 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4592079.500000 Penalty: 12150.614258
	Iteration 59Q: 3 clusters Score -4592080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -4592121.500000 Penalty: 12150.614258
	Iteration 60F: 3 clusters Score -4592122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -4592162.500000 Penalty: 12150.614258
	Iteration 61Q: 3 clusters Score -4592162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4592205.000000 Penalty: 12150.614258
	Iteration 62Q: 3 clusters Score -4592205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -4592224.000000 Penalty: 12150.614258
	Iteration 63Q: 3 clusters Score -4592224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -4592258.000000 Penalty: 12150.614258
	Iteration 64Q: 3 clusters Score -4592258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -4592283.500000 Penalty: 12150.614258
	Iteration 65Q: 3 clusters Score -4592284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4592313.500000 Penalty: 12150.614258
	Iteration 66Q: 3 clusters Score -4592314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -4592333.000000 Penalty: 12150.614258
	Iteration 67Q: 3 clusters Score -4592333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -4592371.000000 Penalty: 12150.614258
	Iteration 68Q: 3 clusters Score -4592371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4592381.000000 Penalty: 12150.614258
	Iteration 69Q: 3 clusters Score -4592381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4592394.500000 Penalty: 12150.614258
	Iteration 70Q: 3 clusters Score -4592394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4592408.500000 Penalty: 12150.614258
	Iteration 71Q: 3 clusters Score -4592408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4592421.000000 Penalty: 12150.614258
	Iteration 72Q: 3 clusters Score -4592421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4592426.000000 Penalty: 12150.614258
	Iteration 73Q: 3 clusters Score -4592426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4592435.500000 Penalty: 12150.614258
	Iteration 74Q: 3 clusters Score -4592436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -4592443.500000 Penalty: 12150.614258
	Iteration 75Q: 3 clusters Score -4592444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4592452.000000 Penalty: 12150.614258
	Iteration 76Q: 3 clusters Score -4592452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -4592461.000000 Penalty: 12150.614258
	Iteration 77Q: 3 clusters Score -4592461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4592460.500000 Penalty: 12150.614258
	Iteration 78Q: 3 clusters Score -4592460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -4592458.500000 Penalty: 12150.614258
	Iteration 79Q: 3 clusters Score -4592458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -4592462.500000 Penalty: 12150.614258
	Iteration 80F: 3 clusters Score -4592462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4592478.500000 Penalty: 12150.614258
	Iteration 81Q: 3 clusters Score -4592478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -4592494.000000 Penalty: 12150.614258
	Iteration 82Q: 3 clusters Score -4592494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -4592500.000000 Penalty: 12150.614258
	Iteration 83Q: 3 clusters Score -4592500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4592498.000000 Penalty: 12150.614258
	Iteration 84Q: 3 clusters Score -4592498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -4592508.000000 Penalty: 12150.614258
	Iteration 85Q: 3 clusters Score -4592508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4592513.500000 Penalty: 12150.614258
	Iteration 86Q: 3 clusters Score -4592514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4592526.500000 Penalty: 12150.614258
	Iteration 87Q: 3 clusters Score -4592526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4592534.000000 Penalty: 12150.614258
	Iteration 88Q: 3 clusters Score -4592534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4592536.500000 Penalty: 12150.614258
	Iteration 89Q: 3 clusters Score -4592536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -4592534.500000 Penalty: 12150.614258
	Iteration 90Q: 3 clusters Score -4592534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4592544.000000 Penalty: 12150.614258
	Iteration 91Q: 3 clusters Score -4592544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4592547.500000 Penalty: 12150.614258
	Iteration 92Q: 3 clusters Score -4592548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -4592554.000000 Penalty: 12150.614258
	Iteration 93Q: 3 clusters Score -4592554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4592555.500000 Penalty: 12150.614258
	Iteration 94Q: 3 clusters Score -4592556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4592557.000000 Penalty: 12150.614258
	Iteration 95Q: 3 clusters Score -4592557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4592565.500000 Penalty: 12150.614258
	Iteration 96Q: 3 clusters Score -4592566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4592565.500000 Penalty: 12150.614258
	Iteration 97Q: 3 clusters Score -4592566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4592578.000000 Penalty: 12150.614258
	Iteration 98Q: 3 clusters Score -4592578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -4592585.000000 Penalty: 12150.614258
	Iteration 99Q: 3 clusters Score -4592585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4592596.500000 Penalty: 12150.614258
	Iteration 100F: 3 clusters Score -4592596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4592603.500000 Penalty: 12150.614258
	Iteration 101Q: 3 clusters Score -4592604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4592612.500000 Penalty: 12150.614258
	Iteration 102Q: 3 clusters Score -4592612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4592617.000000 Penalty: 12150.614258
	Iteration 103Q: 3 clusters Score -4592617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -4592627.000000 Penalty: 12150.614258
	Iteration 104Q: 3 clusters Score -4592627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -4592622.500000 Penalty: 12150.614258
	Iteration 105Q: 3 clusters Score -4592622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4592632.500000 Penalty: 12150.614258
	Iteration 106Q: 3 clusters Score -4592632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -4592633.000000 Penalty: 12150.614258
	Iteration 107Q: 3 clusters Score -4592633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4592641.500000 Penalty: 12150.614258
	Iteration 108Q: 3 clusters Score -4592642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4592650.000000 Penalty: 12150.614258
	Iteration 109Q: 3 clusters Score -4592650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4592646.000000 Penalty: 12150.614258
	Iteration 110Q: 3 clusters Score -4592646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4592644.000000 Penalty: 12150.614258
	Iteration 111Q: 3 clusters Score -4592644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -4592654.500000 Penalty: 12150.614258
	Iteration 112Q: 3 clusters Score -4592654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -4592656.500000 Penalty: 12150.614258
	Iteration 113Q: 3 clusters Score -4592656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4592655.500000 Penalty: 12150.614258
	Iteration 114Q: 3 clusters Score -4592656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4592652.000000 Penalty: 12150.614258
	Iteration 115Q: 3 clusters Score -4592652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4592660.000000 Penalty: 12150.614258
	Iteration 116Q: 3 clusters Score -4592660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -4592663.000000 Penalty: 12150.614258
	Iteration 117Q: 3 clusters Score -4592663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4592665.000000 Penalty: 12150.614258
	Iteration 118Q: 3 clusters Score -4592665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4592661.500000 Penalty: 12150.614258
	Iteration 119Q: 3 clusters Score -4592662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -4592663.000000 Penalty: 12150.614258
	Iteration 120F: 3 clusters Score -4592663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125060 members 
Entering Unmasked Estep 
Score: -28845262.000000 Penalty: 7188.636719
	Iteration 0F: 2 clusters Score -2.884526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -28763332.000000 Penalty: 14377.273438
	Iteration 0F: 3 clusters Score -2.876333e+07 nChanged 57608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -28795680.000000 Penalty: 14377.273438
	Iteration 1F: 3 clusters Score -2.879568e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -28797076.000000 Penalty: 14377.273438
	Iteration 2Q: 3 clusters Score -2.879708e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -28798514.000000 Penalty: 14377.273438
	Iteration 3Q: 3 clusters Score -2.879851e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -28800216.000000 Penalty: 14377.273438
	Iteration 4Q: 3 clusters Score -2.880022e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -28802190.000000 Penalty: 14377.273438
	Iteration 5Q: 3 clusters Score -2.880219e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -28804836.000000 Penalty: 14377.273438
	Iteration 6Q: 3 clusters Score -2.880484e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -28808136.000000 Penalty: 14377.273438
	Iteration 7Q: 3 clusters Score -2.880814e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -28811108.000000 Penalty: 14377.273438
	Iteration 8Q: 3 clusters Score -2.881111e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
Score: -28813762.000000 Penalty: 14377.273438
	Iteration 9Q: 3 clusters Score -2.881376e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -28815932.000000 Penalty: 14377.273438
	Iteration 10Q: 3 clusters Score -2.881593e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -28818120.000000 Penalty: 14377.273438
	Iteration 11Q: 3 clusters Score -2.881812e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 76768 members 
Entering Unmasked Estep 
Score: -28820054.000000 Penalty: 14377.273438
	Iteration 12Q: 3 clusters Score -2.882005e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 78358 members 
Entering Unmasked Estep 
Score: -28821646.000000 Penalty: 14377.273438
	Iteration 13Q: 3 clusters Score -2.882165e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -28823260.000000 Penalty: 14377.273438
	Iteration 14Q: 3 clusters Score -2.882326e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -28824470.000000 Penalty: 14377.273438
	Iteration 15Q: 3 clusters Score -2.882447e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -28825440.000000 Penalty: 14377.273438
	Iteration 16Q: 3 clusters Score -2.882544e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -28825976.000000 Penalty: 14377.273438
	Iteration 17Q: 3 clusters Score -2.882598e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -28826590.000000 Penalty: 14377.273438
	Iteration 18Q: 3 clusters Score -2.882659e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -28827030.000000 Penalty: 14377.273438
	Iteration 19Q: 3 clusters Score -2.882703e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -28827402.000000 Penalty: 14377.273438
	Iteration 20F: 3 clusters Score -2.88274e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -28827830.000000 Penalty: 14377.273438
	Iteration 21Q: 3 clusters Score -2.882783e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -28828224.000000 Penalty: 14377.273438
	Iteration 22Q: 3 clusters Score -2.882822e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -28828476.000000 Penalty: 14377.273438
	Iteration 23Q: 3 clusters Score -2.882848e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -28828786.000000 Penalty: 14377.273438
	Iteration 24Q: 3 clusters Score -2.882879e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -28829124.000000 Penalty: 14377.273438
	Iteration 25Q: 3 clusters Score -2.882912e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -28829558.000000 Penalty: 14377.273438
	Iteration 26Q: 3 clusters Score -2.882956e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -28830024.000000 Penalty: 14377.273438
	Iteration 27Q: 3 clusters Score -2.883002e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -28830402.000000 Penalty: 14377.273438
	Iteration 28Q: 3 clusters Score -2.88304e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -28830926.000000 Penalty: 14377.273438
	Iteration 29Q: 3 clusters Score -2.883093e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -28831224.000000 Penalty: 14377.273438
	Iteration 30Q: 3 clusters Score -2.883122e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 102220 members 
Entering Unmasked Estep 
Score: -28831690.000000 Penalty: 14377.273438
	Iteration 31Q: 3 clusters Score -2.883169e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 103818 members 
Entering Unmasked Estep 
Score: -28832402.000000 Penalty: 14377.273438
	Iteration 32Q: 3 clusters Score -2.88324e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -28833112.000000 Penalty: 14377.273438
	Iteration 33Q: 3 clusters Score -2.883311e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 107216 members 
Entering Unmasked Estep 
Score: -28833790.000000 Penalty: 14377.273438
	Iteration 34Q: 3 clusters Score -2.883379e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 108940 members 
Entering Unmasked Estep 
Score: -28834592.000000 Penalty: 14377.273438
	Iteration 35Q: 3 clusters Score -2.883459e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -28835648.000000 Penalty: 14377.273438
	Iteration 36Q: 3 clusters Score -2.883565e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 112401 members 
Entering Unmasked Estep 
Score: -28836544.000000 Penalty: 14377.273438
	Iteration 37Q: 3 clusters Score -2.883654e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 114010 members 
Entering Unmasked Estep 
Score: -28837312.000000 Penalty: 14377.273438
	Iteration 38Q: 3 clusters Score -2.883731e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 115495 members 
Entering Unmasked Estep 
Score: -28838008.000000 Penalty: 14377.273438
	Iteration 39Q: 3 clusters Score -2.883801e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 116852 members 
Entering Unmasked Estep 
Score: -28838632.000000 Penalty: 14377.273438
	Iteration 40F: 3 clusters Score -2.883863e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 118053 members 
Entering Unmasked Estep 
Score: -28839250.000000 Penalty: 14377.273438
	Iteration 41Q: 3 clusters Score -2.883925e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 119022 members 
Entering Unmasked Estep 
Score: -28839846.000000 Penalty: 14377.273438
	Iteration 42Q: 3 clusters Score -2.883985e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -28840188.000000 Penalty: 14377.273438
	Iteration 43Q: 3 clusters Score -2.884019e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -28840452.000000 Penalty: 14377.273438
	Iteration 44Q: 3 clusters Score -2.884045e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 120830 members 
Entering Unmasked Estep 
Score: -28840710.000000 Penalty: 14377.273438
	Iteration 45Q: 3 clusters Score -2.884071e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -28840912.000000 Penalty: 14377.273438
	Iteration 46Q: 3 clusters Score -2.884091e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 121422 members 
Entering Unmasked Estep 
Score: -28841008.000000 Penalty: 14377.273438
	Iteration 47Q: 3 clusters Score -2.884101e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -28841100.000000 Penalty: 14377.273438
	Iteration 48Q: 3 clusters Score -2.88411e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 121717 members 
Entering Unmasked Estep 
Score: -28841090.000000 Penalty: 14377.273438
	Iteration 49Q: 3 clusters Score -2.884109e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 121792 members 
Entering Unmasked Estep 
Score: -28841176.000000 Penalty: 14377.273438
	Iteration 50Q: 3 clusters Score -2.884118e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 121859 members 
Entering Unmasked Estep 
Score: -28841150.000000 Penalty: 14377.273438
	Iteration 51Q: 3 clusters Score -2.884115e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 121907 members 
Entering Unmasked Estep 
Score: -28841122.000000 Penalty: 14377.273438
	Iteration 52Q: 3 clusters Score -2.884112e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 121954 members 
Entering Unmasked Estep 
Score: -28841158.000000 Penalty: 14377.273438
	Iteration 53Q: 3 clusters Score -2.884116e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 121980 members 
Entering Unmasked Estep 
Score: -28841182.000000 Penalty: 14377.273438
	Iteration 54Q: 3 clusters Score -2.884118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 122007 members 
Entering Unmasked Estep 
Score: -28841176.000000 Penalty: 14377.273438
	Iteration 55Q: 3 clusters Score -2.884118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 122031 members 
Entering Unmasked Estep 
Score: -28841140.000000 Penalty: 14377.273438
	Iteration 56Q: 3 clusters Score -2.884114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 122050 members 
Entering Unmasked Estep 
Score: -28841152.000000 Penalty: 14377.273438
	Iteration 57Q: 3 clusters Score -2.884115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 122057 members 
Entering Unmasked Estep 
Score: -28841150.000000 Penalty: 14377.273438
	Iteration 58Q: 3 clusters Score -2.884115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 122063 members 
Entering Unmasked Estep 
Score: -28841140.000000 Penalty: 14377.273438
	Iteration 59Q: 3 clusters Score -2.884114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 122071 members 
Entering Unmasked Estep 
Score: -28841134.000000 Penalty: 14377.273438
	Iteration 60F: 3 clusters Score -2.884113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 122082 members 
Entering Unmasked Estep 
Score: -28841146.000000 Penalty: 14377.273438
	Iteration 61Q: 3 clusters Score -2.884115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 122087 members 
Entering Unmasked Estep 
Score: -28841128.000000 Penalty: 14377.273438
	Iteration 62Q: 3 clusters Score -2.884113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 122091 members 
Entering Unmasked Estep 
Score: -28841140.000000 Penalty: 14377.273438
	Iteration 63Q: 3 clusters Score -2.884114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 122096 members 
Entering Unmasked Estep 
Score: -28841164.000000 Penalty: 14377.273438
	Iteration 64Q: 3 clusters Score -2.884116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -28841140.000000 Penalty: 14377.273438
	Iteration 65Q: 3 clusters Score -2.884114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 122100 members 
Entering Unmasked Estep 
Score: -28841138.000000 Penalty: 14377.273438
	Iteration 66Q: 3 clusters Score -2.884114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 122103 members 
Entering Unmasked Estep 
Score: -28841162.000000 Penalty: 14377.273438
	Iteration 67Q: 3 clusters Score -2.884116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 122106 members 
Entering Unmasked Estep 
Score: -28841168.000000 Penalty: 14377.273438
	Iteration 68Q: 3 clusters Score -2.884117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 122108 members 
Entering Unmasked Estep 
Score: -28841162.000000 Penalty: 14377.273438
	Iteration 69Q: 3 clusters Score -2.884116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 122108 members 
Entering Unmasked Estep 
Score: -28841162.000000 Penalty: 14377.273438
	Iteration 70F: 3 clusters Score -2.884116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -1512605.125000 Penalty: 5381.610840
	Iteration 0F: 2 clusters Score -1512605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1504489.750000 Penalty: 10763.221680
	Iteration 0F: 3 clusters Score -1504490 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1505901.125000 Penalty: 10763.221680
	Iteration 1F: 3 clusters Score -1505901 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1506249.250000 Penalty: 10763.221680
	Iteration 2F: 3 clusters Score -1506249 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1506445.625000 Penalty: 10763.221680
	Iteration 3Q: 3 clusters Score -1506446 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1506560.875000 Penalty: 10763.221680
	Iteration 4Q: 3 clusters Score -1506561 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1506636.250000 Penalty: 10763.221680
	Iteration 5Q: 3 clusters Score -1506636 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1506687.250000 Penalty: 10763.221680
	Iteration 6Q: 3 clusters Score -1506687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1506719.125000 Penalty: 10763.221680
	Iteration 7Q: 3 clusters Score -1506719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1506750.750000 Penalty: 10763.221680
	Iteration 8Q: 3 clusters Score -1506751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1506776.250000 Penalty: 10763.221680
	Iteration 9Q: 3 clusters Score -1506776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1506796.250000 Penalty: 10763.221680
	Iteration 10Q: 3 clusters Score -1506796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1506808.750000 Penalty: 10763.221680
	Iteration 11Q: 3 clusters Score -1506809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1506828.125000 Penalty: 10763.221680
	Iteration 12Q: 3 clusters Score -1506828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1506842.750000 Penalty: 10763.221680
	Iteration 13Q: 3 clusters Score -1506843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1506854.125000 Penalty: 10763.221680
	Iteration 14Q: 3 clusters Score -1506854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1506860.375000 Penalty: 10763.221680
	Iteration 15Q: 3 clusters Score -1506860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1506870.500000 Penalty: 10763.221680
	Iteration 16Q: 3 clusters Score -1506870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1506885.000000 Penalty: 10763.221680
	Iteration 17Q: 3 clusters Score -1506885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1506889.625000 Penalty: 10763.221680
	Iteration 18Q: 3 clusters Score -1506890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1506896.875000 Penalty: 10763.221680
	Iteration 19Q: 3 clusters Score -1506897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1506901.375000 Penalty: 10763.221680
	Iteration 20F: 3 clusters Score -1506901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1506912.125000 Penalty: 10763.221680
	Iteration 21Q: 3 clusters Score -1506912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1506913.375000 Penalty: 10763.221680
	Iteration 22Q: 3 clusters Score -1506913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1506921.750000 Penalty: 10763.221680
	Iteration 23Q: 3 clusters Score -1506922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1506929.625000 Penalty: 10763.221680
	Iteration 24Q: 3 clusters Score -1506930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1506932.750000 Penalty: 10763.221680
	Iteration 25Q: 3 clusters Score -1506933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1506935.625000 Penalty: 10763.221680
	Iteration 26Q: 3 clusters Score -1506936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1506935.000000 Penalty: 10763.221680
	Iteration 27Q: 3 clusters Score -1506935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1506938.875000 Penalty: 10763.221680
	Iteration 28Q: 3 clusters Score -1506939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1506943.375000 Penalty: 10763.221680
	Iteration 29Q: 3 clusters Score -1506943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1506945.750000 Penalty: 10763.221680
	Iteration 30Q: 3 clusters Score -1506946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1506946.250000 Penalty: 10763.221680
	Iteration 31Q: 3 clusters Score -1506946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1506947.500000 Penalty: 10763.221680
	Iteration 32Q: 3 clusters Score -1506948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1506945.250000 Penalty: 10763.221680
	Iteration 33Q: 3 clusters Score -1506945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1506948.250000 Penalty: 10763.221680
	Iteration 34Q: 3 clusters Score -1506948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1506948.250000 Penalty: 10763.221680
	Iteration 35F: 3 clusters Score -1506948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Entering Unmasked Estep 
Score: -3967253.750000 Penalty: 5979.742676
	Iteration 0F: 2 clusters Score -3967254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3952425.000000 Penalty: 11959.485352
	Iteration 0F: 3 clusters Score -3952425 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3956025.500000 Penalty: 11959.485352
	Iteration 1F: 3 clusters Score -3956026 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3956692.000000 Penalty: 11959.485352
	Iteration 2F: 3 clusters Score -3956692 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3957250.000000 Penalty: 11959.485352
	Iteration 3F: 3 clusters Score -3957250 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3957874.000000 Penalty: 11959.485352
	Iteration 4Q: 3 clusters Score -3957874 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -3958746.750000 Penalty: 11959.485352
	Iteration 5F: 3 clusters Score -3958747 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3960066.250000 Penalty: 11959.485352
	Iteration 6F: 3 clusters Score -3960066 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3961888.500000 Penalty: 11959.485352
	Iteration 7F: 3 clusters Score -3961888 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3963251.000000 Penalty: 11959.485352
	Iteration 8F: 3 clusters Score -3963251 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3964256.750000 Penalty: 11959.485352
	Iteration 9F: 3 clusters Score -3964257 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3964978.250000 Penalty: 11959.485352
	Iteration 10F: 3 clusters Score -3964978 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3965435.500000 Penalty: 11959.485352
	Iteration 11Q: 3 clusters Score -3965436 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3965709.000000 Penalty: 11959.485352
	Iteration 12Q: 3 clusters Score -3965709 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3965891.000000 Penalty: 11959.485352
	Iteration 13Q: 3 clusters Score -3965891 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3965998.750000 Penalty: 11959.485352
	Iteration 14Q: 3 clusters Score -3965999 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3966069.750000 Penalty: 11959.485352
	Iteration 15Q: 3 clusters Score -3966070 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3966126.250000 Penalty: 11959.485352
	Iteration 16Q: 3 clusters Score -3966126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3966167.250000 Penalty: 11959.485352
	Iteration 17Q: 3 clusters Score -3966167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3966201.250000 Penalty: 11959.485352
	Iteration 18Q: 3 clusters Score -3966201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3966219.750000 Penalty: 11959.485352
	Iteration 19Q: 3 clusters Score -3966220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3966253.750000 Penalty: 11959.485352
	Iteration 20F: 3 clusters Score -3966254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3966264.000000 Penalty: 11959.485352
	Iteration 21Q: 3 clusters Score -3966264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3966275.000000 Penalty: 11959.485352
	Iteration 22Q: 3 clusters Score -3966275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3966285.500000 Penalty: 11959.485352
	Iteration 23Q: 3 clusters Score -3966286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3966297.750000 Penalty: 11959.485352
	Iteration 24Q: 3 clusters Score -3966298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3966304.500000 Penalty: 11959.485352
	Iteration 25Q: 3 clusters Score -3966304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3966317.000000 Penalty: 11959.485352
	Iteration 26Q: 3 clusters Score -3966317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3966323.250000 Penalty: 11959.485352
	Iteration 27Q: 3 clusters Score -3966323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3966322.500000 Penalty: 11959.485352
	Iteration 28Q: 3 clusters Score -3966322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3966327.500000 Penalty: 11959.485352
	Iteration 29Q: 3 clusters Score -3966328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3966336.000000 Penalty: 11959.485352
	Iteration 30Q: 3 clusters Score -3966336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3966338.250000 Penalty: 11959.485352
	Iteration 31Q: 3 clusters Score -3966338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3966340.750000 Penalty: 11959.485352
	Iteration 32Q: 3 clusters Score -3966341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3966336.750000 Penalty: 11959.485352
	Iteration 33Q: 3 clusters Score -3966337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3966331.750000 Penalty: 11959.485352
	Iteration 34Q: 3 clusters Score -3966332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3966346.500000 Penalty: 11959.485352
	Iteration 35Q: 3 clusters Score -3966346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3966358.750000 Penalty: 11959.485352
	Iteration 36Q: 3 clusters Score -3966359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3966360.250000 Penalty: 11959.485352
	Iteration 37Q: 3 clusters Score -3966360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3966363.000000 Penalty: 11959.485352
	Iteration 38Q: 3 clusters Score -3966363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3966374.000000 Penalty: 11959.485352
	Iteration 39Q: 3 clusters Score -3966374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3966384.000000 Penalty: 11959.485352
	Iteration 40F: 3 clusters Score -3966384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3966378.000000 Penalty: 11959.485352
	Iteration 41Q: 3 clusters Score -3966378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3966386.250000 Penalty: 11959.485352
	Iteration 42Q: 3 clusters Score -3966386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3966392.000000 Penalty: 11959.485352
	Iteration 43Q: 3 clusters Score -3966392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3966414.750000 Penalty: 11959.485352
	Iteration 44Q: 3 clusters Score -3966415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3966421.500000 Penalty: 11959.485352
	Iteration 45Q: 3 clusters Score -3966422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3966434.250000 Penalty: 11959.485352
	Iteration 46Q: 3 clusters Score -3966434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3966449.750000 Penalty: 11959.485352
	Iteration 47Q: 3 clusters Score -3966450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3966462.500000 Penalty: 11959.485352
	Iteration 48Q: 3 clusters Score -3966462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3966476.750000 Penalty: 11959.485352
	Iteration 49Q: 3 clusters Score -3966477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3966489.500000 Penalty: 11959.485352
	Iteration 50Q: 3 clusters Score -3966490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3966510.500000 Penalty: 11959.485352
	Iteration 51Q: 3 clusters Score -3966510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3966549.250000 Penalty: 11959.485352
	Iteration 52Q: 3 clusters Score -3966549 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3966686.250000 Penalty: 11959.485352
	Iteration 53Q: 3 clusters Score -3966686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3966944.000000 Penalty: 11959.485352
	Iteration 54Q: 3 clusters Score -3966944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3967023.000000 Penalty: 11959.485352
	Iteration 55Q: 3 clusters Score -3967023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3967044.000000 Penalty: 11959.485352
	Iteration 56Q: 3 clusters Score -3967044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3967060.500000 Penalty: 11959.485352
	Iteration 57Q: 3 clusters Score -3967060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3967061.250000 Penalty: 11959.485352
	Iteration 58Q: 3 clusters Score -3967061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3967061.750000 Penalty: 11959.485352
	Iteration 59Q: 3 clusters Score -3967062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3967063.750000 Penalty: 11959.485352
	Iteration 60F: 3 clusters Score -3967064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3967065.000000 Penalty: 11959.485352
	Iteration 61Q: 3 clusters Score -3967065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3967069.750000 Penalty: 11959.485352
	Iteration 62Q: 3 clusters Score -3967070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3967070.000000 Penalty: 11959.485352
	Iteration 63Q: 3 clusters Score -3967070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3967069.250000 Penalty: 11959.485352
	Iteration 64Q: 3 clusters Score -3967069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3967070.000000 Penalty: 11959.485352
	Iteration 65Q: 3 clusters Score -3967070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3967070.000000 Penalty: 11959.485352
	Iteration 66F: 3 clusters Score -3967070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Entering Unmasked Estep 
Score: -4430222.500000 Penalty: 6062.754395
	Iteration 0F: 2 clusters Score -4430222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -4413813.500000 Penalty: 12125.508789
	Iteration 0F: 3 clusters Score -4413814 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -4418279.000000 Penalty: 12125.508789
	Iteration 1F: 3 clusters Score -4418279 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4418956.500000 Penalty: 12125.508789
	Iteration 2F: 3 clusters Score -4418956 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4419508.500000 Penalty: 12125.508789
	Iteration 3Q: 3 clusters Score -4419508 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -4420069.000000 Penalty: 12125.508789
	Iteration 4Q: 3 clusters Score -4420069 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -4420836.000000 Penalty: 12125.508789
	Iteration 5Q: 3 clusters Score -4420836 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4421797.000000 Penalty: 12125.508789
	Iteration 6F: 3 clusters Score -4421797 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4422791.000000 Penalty: 12125.508789
	Iteration 7F: 3 clusters Score -4422791 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -4423663.500000 Penalty: 12125.508789
	Iteration 8F: 3 clusters Score -4423664 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4424372.500000 Penalty: 12125.508789
	Iteration 9Q: 3 clusters Score -4424372 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -4424883.000000 Penalty: 12125.508789
	Iteration 10Q: 3 clusters Score -4424883 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -4425297.500000 Penalty: 12125.508789
	Iteration 11Q: 3 clusters Score -4425298 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -4425646.500000 Penalty: 12125.508789
	Iteration 12Q: 3 clusters Score -4425646 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4425931.000000 Penalty: 12125.508789
	Iteration 13Q: 3 clusters Score -4425931 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -4426140.500000 Penalty: 12125.508789
	Iteration 14Q: 3 clusters Score -4426140 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -4426342.000000 Penalty: 12125.508789
	Iteration 15Q: 3 clusters Score -4426342 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -4426498.500000 Penalty: 12125.508789
	Iteration 16Q: 3 clusters Score -4426498 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -4426628.500000 Penalty: 12125.508789
	Iteration 17Q: 3 clusters Score -4426628 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4426742.000000 Penalty: 12125.508789
	Iteration 18Q: 3 clusters Score -4426742 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -4426817.000000 Penalty: 12125.508789
	Iteration 19Q: 3 clusters Score -4426817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -4426876.500000 Penalty: 12125.508789
	Iteration 20F: 3 clusters Score -4426876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4426945.500000 Penalty: 12125.508789
	Iteration 21Q: 3 clusters Score -4426946 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -4426976.000000 Penalty: 12125.508789
	Iteration 22Q: 3 clusters Score -4426976 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4426994.000000 Penalty: 12125.508789
	Iteration 23Q: 3 clusters Score -4426994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -4427035.000000 Penalty: 12125.508789
	Iteration 24Q: 3 clusters Score -4427035 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -4427066.000000 Penalty: 12125.508789
	Iteration 25Q: 3 clusters Score -4427066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -4427099.500000 Penalty: 12125.508789
	Iteration 26Q: 3 clusters Score -4427100 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4427108.000000 Penalty: 12125.508789
	Iteration 27Q: 3 clusters Score -4427108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -4427114.500000 Penalty: 12125.508789
	Iteration 28Q: 3 clusters Score -4427114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -4427122.000000 Penalty: 12125.508789
	Iteration 29Q: 3 clusters Score -4427122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4427141.500000 Penalty: 12125.508789
	Iteration 30Q: 3 clusters Score -4427142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -4427160.500000 Penalty: 12125.508789
	Iteration 31Q: 3 clusters Score -4427160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -4427183.000000 Penalty: 12125.508789
	Iteration 32Q: 3 clusters Score -4427183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -4427188.500000 Penalty: 12125.508789
	Iteration 33Q: 3 clusters Score -4427188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4427199.500000 Penalty: 12125.508789
	Iteration 34Q: 3 clusters Score -4427200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4427224.000000 Penalty: 12125.508789
	Iteration 35Q: 3 clusters Score -4427224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -4427222.500000 Penalty: 12125.508789
	Iteration 36Q: 3 clusters Score -4427222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4427230.000000 Penalty: 12125.508789
	Iteration 37Q: 3 clusters Score -4427230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4427250.000000 Penalty: 12125.508789
	Iteration 38Q: 3 clusters Score -4427250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -4427254.500000 Penalty: 12125.508789
	Iteration 39Q: 3 clusters Score -4427254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4427248.500000 Penalty: 12125.508789
	Iteration 40F: 3 clusters Score -4427248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4427255.000000 Penalty: 12125.508789
	Iteration 41Q: 3 clusters Score -4427255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -4427267.000000 Penalty: 12125.508789
	Iteration 42Q: 3 clusters Score -4427267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4427260.500000 Penalty: 12125.508789
	Iteration 43Q: 3 clusters Score -4427260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4427263.500000 Penalty: 12125.508789
	Iteration 44Q: 3 clusters Score -4427264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4427275.000000 Penalty: 12125.508789
	Iteration 45Q: 3 clusters Score -4427275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -4427281.000000 Penalty: 12125.508789
	Iteration 46Q: 3 clusters Score -4427281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4427273.500000 Penalty: 12125.508789
	Iteration 47Q: 3 clusters Score -4427274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4427277.000000 Penalty: 12125.508789
	Iteration 48Q: 3 clusters Score -4427277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -4427293.500000 Penalty: 12125.508789
	Iteration 49Q: 3 clusters Score -4427294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -4427289.000000 Penalty: 12125.508789
	Iteration 50Q: 3 clusters Score -4427289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4427290.500000 Penalty: 12125.508789
	Iteration 51Q: 3 clusters Score -4427290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -4427288.000000 Penalty: 12125.508789
	Iteration 52Q: 3 clusters Score -4427288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4427295.500000 Penalty: 12125.508789
	Iteration 53Q: 3 clusters Score -4427296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4427290.000000 Penalty: 12125.508789
	Iteration 54Q: 3 clusters Score -4427290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4427298.000000 Penalty: 12125.508789
	Iteration 55Q: 3 clusters Score -4427298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4427297.500000 Penalty: 12125.508789
	Iteration 56Q: 3 clusters Score -4427298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4427306.500000 Penalty: 12125.508789
	Iteration 57Q: 3 clusters Score -4427306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -4427304.500000 Penalty: 12125.508789
	Iteration 58Q: 3 clusters Score -4427304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -4427301.500000 Penalty: 12125.508789
	Iteration 59Q: 3 clusters Score -4427302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4427309.000000 Penalty: 12125.508789
	Iteration 60F: 3 clusters Score -4427309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -4427313.500000 Penalty: 12125.508789
	Iteration 61Q: 3 clusters Score -4427314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -4427316.500000 Penalty: 12125.508789
	Iteration 62Q: 3 clusters Score -4427316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4427342.000000 Penalty: 12125.508789
	Iteration 63Q: 3 clusters Score -4427342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4427353.000000 Penalty: 12125.508789
	Iteration 64Q: 3 clusters Score -4427353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -4427371.000000 Penalty: 12125.508789
	Iteration 65Q: 3 clusters Score -4427371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -4427385.000000 Penalty: 12125.508789
	Iteration 66Q: 3 clusters Score -4427385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -4427396.500000 Penalty: 12125.508789
	Iteration 67Q: 3 clusters Score -4427396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -4427410.000000 Penalty: 12125.508789
	Iteration 68Q: 3 clusters Score -4427410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -4427419.500000 Penalty: 12125.508789
	Iteration 69Q: 3 clusters Score -4427420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -4427433.000000 Penalty: 12125.508789
	Iteration 70Q: 3 clusters Score -4427433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -4427430.500000 Penalty: 12125.508789
	Iteration 71Q: 3 clusters Score -4427430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -4427459.000000 Penalty: 12125.508789
	Iteration 72Q: 3 clusters Score -4427459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -4427474.500000 Penalty: 12125.508789
	Iteration 73Q: 3 clusters Score -4427474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -4427478.000000 Penalty: 12125.508789
	Iteration 74Q: 3 clusters Score -4427478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -4427504.500000 Penalty: 12125.508789
	Iteration 75Q: 3 clusters Score -4427504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -4427521.000000 Penalty: 12125.508789
	Iteration 76Q: 3 clusters Score -4427521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -4427541.000000 Penalty: 12125.508789
	Iteration 77Q: 3 clusters Score -4427541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4427572.000000 Penalty: 12125.508789
	Iteration 78Q: 3 clusters Score -4427572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4427594.000000 Penalty: 12125.508789
	Iteration 79Q: 3 clusters Score -4427594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4427614.000000 Penalty: 12125.508789
	Iteration 80F: 3 clusters Score -4427614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -4427613.500000 Penalty: 12125.508789
	Iteration 81Q: 3 clusters Score -4427614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4427639.500000 Penalty: 12125.508789
	Iteration 82Q: 3 clusters Score -4427640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -4427668.000000 Penalty: 12125.508789
	Iteration 83Q: 3 clusters Score -4427668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -4427692.500000 Penalty: 12125.508789
	Iteration 84Q: 3 clusters Score -4427692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -4427714.500000 Penalty: 12125.508789
	Iteration 85Q: 3 clusters Score -4427714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -4427742.500000 Penalty: 12125.508789
	Iteration 86Q: 3 clusters Score -4427742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -4427750.500000 Penalty: 12125.508789
	Iteration 87Q: 3 clusters Score -4427750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4427771.000000 Penalty: 12125.508789
	Iteration 88Q: 3 clusters Score -4427771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4427781.000000 Penalty: 12125.508789
	Iteration 89Q: 3 clusters Score -4427781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -4427782.000000 Penalty: 12125.508789
	Iteration 90Q: 3 clusters Score -4427782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -4427780.500000 Penalty: 12125.508789
	Iteration 91Q: 3 clusters Score -4427780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4427782.000000 Penalty: 12125.508789
	Iteration 92Q: 3 clusters Score -4427782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4427791.000000 Penalty: 12125.508789
	Iteration 93Q: 3 clusters Score -4427791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -4427798.500000 Penalty: 12125.508789
	Iteration 94Q: 3 clusters Score -4427798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -4427794.000000 Penalty: 12125.508789
	Iteration 95Q: 3 clusters Score -4427794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4427803.500000 Penalty: 12125.508789
	Iteration 96Q: 3 clusters Score -4427804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -4427798.500000 Penalty: 12125.508789
	Iteration 97Q: 3 clusters Score -4427798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -4427802.000000 Penalty: 12125.508789
	Iteration 98Q: 3 clusters Score -4427802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4427807.000000 Penalty: 12125.508789
	Iteration 99Q: 3 clusters Score -4427807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -4427804.500000 Penalty: 12125.508789
	Iteration 100F: 3 clusters Score -4427804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -4427804.500000 Penalty: 12125.508789
	Iteration 101Q: 3 clusters Score -4427804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4427807.000000 Penalty: 12125.508789
	Iteration 102Q: 3 clusters Score -4427807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -4427806.000000 Penalty: 12125.508789
	Iteration 103Q: 3 clusters Score -4427806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4427810.000000 Penalty: 12125.508789
	Iteration 104Q: 3 clusters Score -4427810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4427809.000000 Penalty: 12125.508789
	Iteration 105Q: 3 clusters Score -4427809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4427805.500000 Penalty: 12125.508789
	Iteration 106Q: 3 clusters Score -4427806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4427803.000000 Penalty: 12125.508789
	Iteration 107Q: 3 clusters Score -4427803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -4427810.500000 Penalty: 12125.508789
	Iteration 108Q: 3 clusters Score -4427810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4427812.500000 Penalty: 12125.508789
	Iteration 109Q: 3 clusters Score -4427812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4427808.000000 Penalty: 12125.508789
	Iteration 110Q: 3 clusters Score -4427808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4427808.000000 Penalty: 12125.508789
	Iteration 111F: 3 clusters Score -4427808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -251929.890625 Penalty: 4327.165039
	Iteration 0F: 2 clusters Score -251929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -247680.203125 Penalty: 8654.330078
	Iteration 0F: 3 clusters Score -247680.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -248161.765625 Penalty: 8654.330078
	Iteration 1F: 3 clusters Score -248161.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -248330.671875 Penalty: 8654.330078
	Iteration 2F: 3 clusters Score -248330.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -248446.390625 Penalty: 8654.330078
	Iteration 3Q: 3 clusters Score -248446.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -248522.406250 Penalty: 8654.330078
	Iteration 4Q: 3 clusters Score -248522.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -248573.140625 Penalty: 8654.330078
	Iteration 5Q: 3 clusters Score -248573.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -248595.937500 Penalty: 8654.330078
	Iteration 6Q: 3 clusters Score -248595.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -248627.953125 Penalty: 8654.330078
	Iteration 7Q: 3 clusters Score -248628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -248674.765625 Penalty: 8654.330078
	Iteration 8Q: 3 clusters Score -248674.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -248715.578125 Penalty: 8654.330078
	Iteration 9Q: 3 clusters Score -248715.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -248785.515625 Penalty: 8654.330078
	Iteration 10Q: 3 clusters Score -248785.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -248854.234375 Penalty: 8654.330078
	Iteration 11Q: 3 clusters Score -248854.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -248947.515625 Penalty: 8654.330078
	Iteration 12Q: 3 clusters Score -248947.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -249015.562500 Penalty: 8654.330078
	Iteration 13Q: 3 clusters Score -249015.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -249075.796875 Penalty: 8654.330078
	Iteration 14Q: 3 clusters Score -249075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -249139.093750 Penalty: 8654.330078
	Iteration 15Q: 3 clusters Score -249139.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -249186.015625 Penalty: 8654.330078
	Iteration 16Q: 3 clusters Score -249186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -249263.250000 Penalty: 8654.330078
	Iteration 17Q: 3 clusters Score -249263.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -249306.937500 Penalty: 8654.330078
	Iteration 18Q: 3 clusters Score -249306.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -249340.625000 Penalty: 8654.330078
	Iteration 19Q: 3 clusters Score -249340.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -249391.671875 Penalty: 8654.330078
	Iteration 20F: 3 clusters Score -249391.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -249435.234375 Penalty: 8654.330078
	Iteration 21Q: 3 clusters Score -249435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -249474.578125 Penalty: 8654.330078
	Iteration 22Q: 3 clusters Score -249474.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -249522.859375 Penalty: 8654.330078
	Iteration 23Q: 3 clusters Score -249522.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -249525.859375 Penalty: 8654.330078
	Iteration 24Q: 3 clusters Score -249525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -249529.515625 Penalty: 8654.330078
	Iteration 25Q: 3 clusters Score -249529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -249533.140625 Penalty: 8654.330078
	Iteration 26Q: 3 clusters Score -249533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -249553.171875 Penalty: 8654.330078
	Iteration 27Q: 3 clusters Score -249553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -249555.265625 Penalty: 8654.330078
	Iteration 28Q: 3 clusters Score -249555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -249557.500000 Penalty: 8654.330078
	Iteration 29Q: 3 clusters Score -249557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -249559.453125 Penalty: 8654.330078
	Iteration 30Q: 3 clusters Score -249559.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -249559.453125 Penalty: 8654.330078
	Iteration 31F: 3 clusters Score -249559.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Entering Unmasked Estep 
Score: -14657058.000000 Penalty: 6779.186035
	Iteration 0F: 2 clusters Score -1.465706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -14612233.000000 Penalty: 13558.372070
	Iteration 0F: 3 clusters Score -1.461223e+07 nChanged 28559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -14627760.000000 Penalty: 13558.372070
	Iteration 1F: 3 clusters Score -1.462776e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -14628695.000000 Penalty: 13558.372070
	Iteration 2Q: 3 clusters Score -1.46287e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -14629648.000000 Penalty: 13558.372070
	Iteration 3Q: 3 clusters Score -1.462965e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -14630232.000000 Penalty: 13558.372070
	Iteration 4Q: 3 clusters Score -1.463023e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -14630952.000000 Penalty: 13558.372070
	Iteration 5Q: 3 clusters Score -1.463095e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -14631573.000000 Penalty: 13558.372070
	Iteration 6Q: 3 clusters Score -1.463157e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -14632290.000000 Penalty: 13558.372070
	Iteration 7Q: 3 clusters Score -1.463229e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -14633140.000000 Penalty: 13558.372070
	Iteration 8Q: 3 clusters Score -1.463314e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -14633973.000000 Penalty: 13558.372070
	Iteration 9Q: 3 clusters Score -1.463397e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -14635130.000000 Penalty: 13558.372070
	Iteration 10Q: 3 clusters Score -1.463513e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -14636502.000000 Penalty: 13558.372070
	Iteration 11Q: 3 clusters Score -1.46365e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -14638553.000000 Penalty: 13558.372070
	Iteration 12F: 3 clusters Score -1.463855e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -14641091.000000 Penalty: 13558.372070
	Iteration 13F: 3 clusters Score -1.464109e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -14643806.000000 Penalty: 13558.372070
	Iteration 14F: 3 clusters Score -1.464381e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -14646349.000000 Penalty: 13558.372070
	Iteration 15F: 3 clusters Score -1.464635e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -14648279.000000 Penalty: 13558.372070
	Iteration 16Q: 3 clusters Score -1.464828e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 61610 members 
Entering Unmasked Estep 
Score: -14649438.000000 Penalty: 13558.372070
	Iteration 17Q: 3 clusters Score -1.464944e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -14650136.000000 Penalty: 13558.372070
	Iteration 18Q: 3 clusters Score -1.465014e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -14650485.000000 Penalty: 13558.372070
	Iteration 19Q: 3 clusters Score -1.465048e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -14650743.000000 Penalty: 13558.372070
	Iteration 20F: 3 clusters Score -1.465074e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -14650883.000000 Penalty: 13558.372070
	Iteration 21Q: 3 clusters Score -1.465088e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -14650964.000000 Penalty: 13558.372070
	Iteration 22Q: 3 clusters Score -1.465096e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -14651013.000000 Penalty: 13558.372070
	Iteration 23Q: 3 clusters Score -1.465101e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -14651043.000000 Penalty: 13558.372070
	Iteration 24Q: 3 clusters Score -1.465104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -14651089.000000 Penalty: 13558.372070
	Iteration 25Q: 3 clusters Score -1.465109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -14651109.000000 Penalty: 13558.372070
	Iteration 26Q: 3 clusters Score -1.465111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -14651125.000000 Penalty: 13558.372070
	Iteration 27Q: 3 clusters Score -1.465112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -14651149.000000 Penalty: 13558.372070
	Iteration 28Q: 3 clusters Score -1.465115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -14651146.000000 Penalty: 13558.372070
	Iteration 29Q: 3 clusters Score -1.465115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -14651178.000000 Penalty: 13558.372070
	Iteration 30Q: 3 clusters Score -1.465118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -14651165.000000 Penalty: 13558.372070
	Iteration 31Q: 3 clusters Score -1.465116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -14651168.000000 Penalty: 13558.372070
	Iteration 32Q: 3 clusters Score -1.465117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -14651166.000000 Penalty: 13558.372070
	Iteration 33Q: 3 clusters Score -1.465117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -14651181.000000 Penalty: 13558.372070
	Iteration 34Q: 3 clusters Score -1.465118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -14651187.000000 Penalty: 13558.372070
	Iteration 35Q: 3 clusters Score -1.465119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -14651175.000000 Penalty: 13558.372070
	Iteration 36Q: 3 clusters Score -1.465118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -14651188.000000 Penalty: 13558.372070
	Iteration 37Q: 3 clusters Score -1.465119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -14651189.000000 Penalty: 13558.372070
	Iteration 38Q: 3 clusters Score -1.465119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -14651196.000000 Penalty: 13558.372070
	Iteration 39Q: 3 clusters Score -1.46512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -14651196.000000 Penalty: 13558.372070
	Iteration 40F: 3 clusters Score -1.46512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -14651192.000000 Penalty: 13558.372070
	Iteration 41Q: 3 clusters Score -1.465119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -14651194.000000 Penalty: 13558.372070
	Iteration 42Q: 3 clusters Score -1.465119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -14651203.000000 Penalty: 13558.372070
	Iteration 43Q: 3 clusters Score -1.46512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -14651208.000000 Penalty: 13558.372070
	Iteration 44Q: 3 clusters Score -1.465121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -14651211.000000 Penalty: 13558.372070
	Iteration 45Q: 3 clusters Score -1.465121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -14651207.000000 Penalty: 13558.372070
	Iteration 46Q: 3 clusters Score -1.465121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -14651215.000000 Penalty: 13558.372070
	Iteration 47Q: 3 clusters Score -1.465122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -14651219.000000 Penalty: 13558.372070
	Iteration 48Q: 3 clusters Score -1.465122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -14651224.000000 Penalty: 13558.372070
	Iteration 49Q: 3 clusters Score -1.465122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -14651224.000000 Penalty: 13558.372070
	Iteration 50Q: 3 clusters Score -1.465122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -14651229.000000 Penalty: 13558.372070
	Iteration 51Q: 3 clusters Score -1.465123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -14651234.000000 Penalty: 13558.372070
	Iteration 52Q: 3 clusters Score -1.465123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -14651230.000000 Penalty: 13558.372070
	Iteration 53Q: 3 clusters Score -1.465123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -14651230.000000 Penalty: 13558.372070
	Iteration 54F: 3 clusters Score -1.465123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (115686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115686 members 
Entering Unmasked Estep 
Score: -26297520.000000 Penalty: 7140.914062
	Iteration 0F: 2 clusters Score -2.629752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -26219134.000000 Penalty: 14281.828125
	Iteration 0F: 3 clusters Score -2.621913e+07 nChanged 53126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -26248400.000000 Penalty: 14281.828125
	Iteration 1F: 3 clusters Score -2.62484e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -26249500.000000 Penalty: 14281.828125
	Iteration 2Q: 3 clusters Score -2.62495e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -26250384.000000 Penalty: 14281.828125
	Iteration 3Q: 3 clusters Score -2.625038e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -26251004.000000 Penalty: 14281.828125
	Iteration 4Q: 3 clusters Score -2.6251e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -26251760.000000 Penalty: 14281.828125
	Iteration 5Q: 3 clusters Score -2.625176e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -26252314.000000 Penalty: 14281.828125
	Iteration 6Q: 3 clusters Score -2.625231e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -26252816.000000 Penalty: 14281.828125
	Iteration 7Q: 3 clusters Score -2.625282e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -26253398.000000 Penalty: 14281.828125
	Iteration 8Q: 3 clusters Score -2.62534e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 60404 members 
Entering Unmasked Estep 
Score: -26253994.000000 Penalty: 14281.828125
	Iteration 9Q: 3 clusters Score -2.625399e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -26254550.000000 Penalty: 14281.828125
	Iteration 10Q: 3 clusters Score -2.625455e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -26255342.000000 Penalty: 14281.828125
	Iteration 11Q: 3 clusters Score -2.625534e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -26256176.000000 Penalty: 14281.828125
	Iteration 12Q: 3 clusters Score -2.625618e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -26257380.000000 Penalty: 14281.828125
	Iteration 13Q: 3 clusters Score -2.625738e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -26259084.000000 Penalty: 14281.828125
	Iteration 14Q: 3 clusters Score -2.625908e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -26261310.000000 Penalty: 14281.828125
	Iteration 15Q: 3 clusters Score -2.626131e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 77199 members 
Entering Unmasked Estep 
Score: -26264410.000000 Penalty: 14281.828125
	Iteration 16Q: 3 clusters Score -2.626441e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -26268108.000000 Penalty: 14281.828125
	Iteration 17Q: 3 clusters Score -2.626811e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -26272166.000000 Penalty: 14281.828125
	Iteration 18Q: 3 clusters Score -2.627217e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 91718 members 
Entering Unmasked Estep 
Score: -26275714.000000 Penalty: 14281.828125
	Iteration 19Q: 3 clusters Score -2.627571e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -26278490.000000 Penalty: 14281.828125
	Iteration 20F: 3 clusters Score -2.627849e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
Score: -26280714.000000 Penalty: 14281.828125
	Iteration 21Q: 3 clusters Score -2.628071e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 101615 members 
Entering Unmasked Estep 
Score: -26282570.000000 Penalty: 14281.828125
	Iteration 22Q: 3 clusters Score -2.628257e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
Score: -26284014.000000 Penalty: 14281.828125
	Iteration 23Q: 3 clusters Score -2.628401e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 106222 members 
Entering Unmasked Estep 
Score: -26285246.000000 Penalty: 14281.828125
	Iteration 24Q: 3 clusters Score -2.628525e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 108141 members 
Entering Unmasked Estep 
Score: -26286540.000000 Penalty: 14281.828125
	Iteration 25Q: 3 clusters Score -2.628654e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -26287730.000000 Penalty: 14281.828125
	Iteration 26Q: 3 clusters Score -2.628773e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 111185 members 
Entering Unmasked Estep 
Score: -26288600.000000 Penalty: 14281.828125
	Iteration 27Q: 3 clusters Score -2.62886e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -26289376.000000 Penalty: 14281.828125
	Iteration 28Q: 3 clusters Score -2.628938e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 113012 members 
Entering Unmasked Estep 
Score: -26289862.000000 Penalty: 14281.828125
	Iteration 29Q: 3 clusters Score -2.628986e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 113557 members 
Entering Unmasked Estep 
Score: -26290276.000000 Penalty: 14281.828125
	Iteration 30Q: 3 clusters Score -2.629028e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -26290524.000000 Penalty: 14281.828125
	Iteration 31Q: 3 clusters Score -2.629052e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 114182 members 
Entering Unmasked Estep 
Score: -26290698.000000 Penalty: 14281.828125
	Iteration 32Q: 3 clusters Score -2.62907e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 114343 members 
Entering Unmasked Estep 
Score: -26290822.000000 Penalty: 14281.828125
	Iteration 33Q: 3 clusters Score -2.629082e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 114443 members 
Entering Unmasked Estep 
Score: -26290934.000000 Penalty: 14281.828125
	Iteration 34Q: 3 clusters Score -2.629093e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 114521 members 
Entering Unmasked Estep 
Score: -26290978.000000 Penalty: 14281.828125
	Iteration 35Q: 3 clusters Score -2.629098e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 114583 members 
Entering Unmasked Estep 
Score: -26291038.000000 Penalty: 14281.828125
	Iteration 36Q: 3 clusters Score -2.629104e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 114630 members 
Entering Unmasked Estep 
Score: -26291070.000000 Penalty: 14281.828125
	Iteration 37Q: 3 clusters Score -2.629107e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 114667 members 
Entering Unmasked Estep 
Score: -26291108.000000 Penalty: 14281.828125
	Iteration 38Q: 3 clusters Score -2.629111e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 114683 members 
Entering Unmasked Estep 
Score: -26291160.000000 Penalty: 14281.828125
	Iteration 39Q: 3 clusters Score -2.629116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 114699 members 
Entering Unmasked Estep 
Score: -26291164.000000 Penalty: 14281.828125
	Iteration 40F: 3 clusters Score -2.629116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 114709 members 
Entering Unmasked Estep 
Score: -26291176.000000 Penalty: 14281.828125
	Iteration 41Q: 3 clusters Score -2.629118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 114718 members 
Entering Unmasked Estep 
Score: -26291188.000000 Penalty: 14281.828125
	Iteration 42Q: 3 clusters Score -2.629119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 114733 members 
Entering Unmasked Estep 
Score: -26291210.000000 Penalty: 14281.828125
	Iteration 43Q: 3 clusters Score -2.629121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 114743 members 
Entering Unmasked Estep 
Score: -26291222.000000 Penalty: 14281.828125
	Iteration 44Q: 3 clusters Score -2.629122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 114749 members 
Entering Unmasked Estep 
Score: -26291234.000000 Penalty: 14281.828125
	Iteration 45Q: 3 clusters Score -2.629123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 114751 members 
Entering Unmasked Estep 
Score: -26291248.000000 Penalty: 14281.828125
	Iteration 46Q: 3 clusters Score -2.629125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 114752 members 
Entering Unmasked Estep 
Score: -26291244.000000 Penalty: 14281.828125
	Iteration 47Q: 3 clusters Score -2.629124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 114753 members 
Entering Unmasked Estep 
Score: -26291240.000000 Penalty: 14281.828125
	Iteration 48Q: 3 clusters Score -2.629124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 114754 members 
Entering Unmasked Estep 
Score: -26291238.000000 Penalty: 14281.828125
	Iteration 49Q: 3 clusters Score -2.629124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 114755 members 
Entering Unmasked Estep 
Score: -26291234.000000 Penalty: 14281.828125
	Iteration 50Q: 3 clusters Score -2.629123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 114756 members 
Entering Unmasked Estep 
Score: -26291222.000000 Penalty: 14281.828125
	Iteration 51Q: 3 clusters Score -2.629122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 114757 members 
Entering Unmasked Estep 
Score: -26291214.000000 Penalty: 14281.828125
	Iteration 52Q: 3 clusters Score -2.629121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 114758 members 
Entering Unmasked Estep 
Score: -26291218.000000 Penalty: 14281.828125
	Iteration 53Q: 3 clusters Score -2.629122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 114759 members 
Entering Unmasked Estep 
Score: -26291234.000000 Penalty: 14281.828125
	Iteration 54Q: 3 clusters Score -2.629123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 114762 members 
Entering Unmasked Estep 
Score: -26291226.000000 Penalty: 14281.828125
	Iteration 55Q: 3 clusters Score -2.629123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -26291270.000000 Penalty: 14281.828125
	Iteration 56Q: 3 clusters Score -2.629127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -26291270.000000 Penalty: 14281.828125
	Iteration 57Q: 3 clusters Score -2.629127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -26291288.000000 Penalty: 14281.828125
	Iteration 58Q: 3 clusters Score -2.629129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 114784 members 
Entering Unmasked Estep 
Score: -26291294.000000 Penalty: 14281.828125
	Iteration 59Q: 3 clusters Score -2.629129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 114787 members 
Entering Unmasked Estep 
Score: -26291288.000000 Penalty: 14281.828125
	Iteration 60F: 3 clusters Score -2.629129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 114790 members 
Entering Unmasked Estep 
Score: -26291290.000000 Penalty: 14281.828125
	Iteration 61Q: 3 clusters Score -2.629129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 114794 members 
Entering Unmasked Estep 
Score: -26291276.000000 Penalty: 14281.828125
	Iteration 62Q: 3 clusters Score -2.629128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 114796 members 
Entering Unmasked Estep 
Score: -26291280.000000 Penalty: 14281.828125
	Iteration 63Q: 3 clusters Score -2.629128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 114796 members 
Entering Unmasked Estep 
Score: -26291290.000000 Penalty: 14281.828125
	Iteration 64Q: 3 clusters Score -2.629129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 114800 members 
Entering Unmasked Estep 
Score: -26291306.000000 Penalty: 14281.828125
	Iteration 65Q: 3 clusters Score -2.629131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 114802 members 
Entering Unmasked Estep 
Score: -26291290.000000 Penalty: 14281.828125
	Iteration 66Q: 3 clusters Score -2.629129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 114802 members 
Entering Unmasked Estep 
Score: -26291290.000000 Penalty: 14281.828125
	Iteration 67F: 3 clusters Score -2.629129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Entering Unmasked Estep 
Score: -3913042.250000 Penalty: 5968.069824
	Iteration 0F: 2 clusters Score -3913042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3898377.000000 Penalty: 11936.139648
	Iteration 0F: 3 clusters Score -3898377 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3901920.250000 Penalty: 11936.139648
	Iteration 1F: 3 clusters Score -3901920 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3902513.000000 Penalty: 11936.139648
	Iteration 2F: 3 clusters Score -3902513 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3902911.250000 Penalty: 11936.139648
	Iteration 3Q: 3 clusters Score -3902911 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3903188.250000 Penalty: 11936.139648
	Iteration 4Q: 3 clusters Score -3903188 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3903387.750000 Penalty: 11936.139648
	Iteration 5Q: 3 clusters Score -3903388 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3903539.500000 Penalty: 11936.139648
	Iteration 6Q: 3 clusters Score -3903540 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3903710.250000 Penalty: 11936.139648
	Iteration 7Q: 3 clusters Score -3903710 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3903825.250000 Penalty: 11936.139648
	Iteration 8Q: 3 clusters Score -3903825 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -3903954.250000 Penalty: 11936.139648
	Iteration 9Q: 3 clusters Score -3903954 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3904091.250000 Penalty: 11936.139648
	Iteration 10Q: 3 clusters Score -3904091 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3904262.750000 Penalty: 11936.139648
	Iteration 11Q: 3 clusters Score -3904263 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3904440.500000 Penalty: 11936.139648
	Iteration 12Q: 3 clusters Score -3904440 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3904639.250000 Penalty: 11936.139648
	Iteration 13Q: 3 clusters Score -3904639 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3904857.750000 Penalty: 11936.139648
	Iteration 14Q: 3 clusters Score -3904858 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3905082.750000 Penalty: 11936.139648
	Iteration 15Q: 3 clusters Score -3905083 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3905317.000000 Penalty: 11936.139648
	Iteration 16Q: 3 clusters Score -3905317 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3905563.250000 Penalty: 11936.139648
	Iteration 17Q: 3 clusters Score -3905563 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3905810.500000 Penalty: 11936.139648
	Iteration 18Q: 3 clusters Score -3905810 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3906038.750000 Penalty: 11936.139648
	Iteration 19Q: 3 clusters Score -3906039 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3906286.250000 Penalty: 11936.139648
	Iteration 20F: 3 clusters Score -3906286 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3906496.000000 Penalty: 11936.139648
	Iteration 21Q: 3 clusters Score -3906496 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3906664.000000 Penalty: 11936.139648
	Iteration 22Q: 3 clusters Score -3906664 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3906816.500000 Penalty: 11936.139648
	Iteration 23Q: 3 clusters Score -3906816 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3906970.000000 Penalty: 11936.139648
	Iteration 24Q: 3 clusters Score -3906970 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3907098.000000 Penalty: 11936.139648
	Iteration 25Q: 3 clusters Score -3907098 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3907212.000000 Penalty: 11936.139648
	Iteration 26Q: 3 clusters Score -3907212 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3907312.750000 Penalty: 11936.139648
	Iteration 27Q: 3 clusters Score -3907313 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3907388.750000 Penalty: 11936.139648
	Iteration 28Q: 3 clusters Score -3907389 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3907453.750000 Penalty: 11936.139648
	Iteration 29Q: 3 clusters Score -3907454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3907514.500000 Penalty: 11936.139648
	Iteration 30Q: 3 clusters Score -3907514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3907552.000000 Penalty: 11936.139648
	Iteration 31Q: 3 clusters Score -3907552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3907573.250000 Penalty: 11936.139648
	Iteration 32Q: 3 clusters Score -3907573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3907602.750000 Penalty: 11936.139648
	Iteration 33Q: 3 clusters Score -3907603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3907631.500000 Penalty: 11936.139648
	Iteration 34Q: 3 clusters Score -3907632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3907664.750000 Penalty: 11936.139648
	Iteration 35Q: 3 clusters Score -3907665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3907688.000000 Penalty: 11936.139648
	Iteration 36Q: 3 clusters Score -3907688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3907692.750000 Penalty: 11936.139648
	Iteration 37Q: 3 clusters Score -3907693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3907702.750000 Penalty: 11936.139648
	Iteration 38Q: 3 clusters Score -3907703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3907711.250000 Penalty: 11936.139648
	Iteration 39Q: 3 clusters Score -3907711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3907721.500000 Penalty: 11936.139648
	Iteration 40F: 3 clusters Score -3907722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3907724.500000 Penalty: 11936.139648
	Iteration 41Q: 3 clusters Score -3907724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3907734.500000 Penalty: 11936.139648
	Iteration 42Q: 3 clusters Score -3907734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3907740.750000 Penalty: 11936.139648
	Iteration 43Q: 3 clusters Score -3907741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3907735.000000 Penalty: 11936.139648
	Iteration 44Q: 3 clusters Score -3907735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3907734.750000 Penalty: 11936.139648
	Iteration 45Q: 3 clusters Score -3907735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3907737.000000 Penalty: 11936.139648
	Iteration 46Q: 3 clusters Score -3907737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3907739.750000 Penalty: 11936.139648
	Iteration 47Q: 3 clusters Score -3907740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3907739.750000 Penalty: 11936.139648
	Iteration 48F: 3 clusters Score -3907740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (54781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Entering Unmasked Estep 
Score: -12431273.000000 Penalty: 6683.047852
	Iteration 0F: 2 clusters Score -1.243127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -12392538.000000 Penalty: 13366.095703
	Iteration 0F: 3 clusters Score -1.239254e+07 nChanged 24334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -12405431.000000 Penalty: 13366.095703
	Iteration 1F: 3 clusters Score -1.240543e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -12406394.000000 Penalty: 13366.095703
	Iteration 2Q: 3 clusters Score -1.240639e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -12407184.000000 Penalty: 13366.095703
	Iteration 3Q: 3 clusters Score -1.240718e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -12407765.000000 Penalty: 13366.095703
	Iteration 4Q: 3 clusters Score -1.240776e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -12408448.000000 Penalty: 13366.095703
	Iteration 5Q: 3 clusters Score -1.240845e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -12408918.000000 Penalty: 13366.095703
	Iteration 6Q: 3 clusters Score -1.240892e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -12409483.000000 Penalty: 13366.095703
	Iteration 7Q: 3 clusters Score -1.240948e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -12410110.000000 Penalty: 13366.095703
	Iteration 8Q: 3 clusters Score -1.241011e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -12410783.000000 Penalty: 13366.095703
	Iteration 9Q: 3 clusters Score -1.241078e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -12411594.000000 Penalty: 13366.095703
	Iteration 10Q: 3 clusters Score -1.241159e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -12412339.000000 Penalty: 13366.095703
	Iteration 11Q: 3 clusters Score -1.241234e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -12413183.000000 Penalty: 13366.095703
	Iteration 12Q: 3 clusters Score -1.241318e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -12413990.000000 Penalty: 13366.095703
	Iteration 13Q: 3 clusters Score -1.241399e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -12414797.000000 Penalty: 13366.095703
	Iteration 14Q: 3 clusters Score -1.24148e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -12415649.000000 Penalty: 13366.095703
	Iteration 15Q: 3 clusters Score -1.241565e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -12416551.000000 Penalty: 13366.095703
	Iteration 16Q: 3 clusters Score -1.241655e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -12417435.000000 Penalty: 13366.095703
	Iteration 17Q: 3 clusters Score -1.241744e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -12418339.000000 Penalty: 13366.095703
	Iteration 18Q: 3 clusters Score -1.241834e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -12419215.000000 Penalty: 13366.095703
	Iteration 19Q: 3 clusters Score -1.241922e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -12419955.000000 Penalty: 13366.095703
	Iteration 20F: 3 clusters Score -1.241996e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -12420806.000000 Penalty: 13366.095703
	Iteration 21Q: 3 clusters Score -1.242081e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -12421495.000000 Penalty: 13366.095703
	Iteration 22Q: 3 clusters Score -1.24215e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -12422227.000000 Penalty: 13366.095703
	Iteration 23Q: 3 clusters Score -1.242223e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -12422904.000000 Penalty: 13366.095703
	Iteration 24Q: 3 clusters Score -1.24229e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -12423453.000000 Penalty: 13366.095703
	Iteration 25Q: 3 clusters Score -1.242345e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -12423808.000000 Penalty: 13366.095703
	Iteration 26Q: 3 clusters Score -1.242381e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -12424153.000000 Penalty: 13366.095703
	Iteration 27Q: 3 clusters Score -1.242415e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -12424448.000000 Penalty: 13366.095703
	Iteration 28Q: 3 clusters Score -1.242445e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -12424613.000000 Penalty: 13366.095703
	Iteration 29Q: 3 clusters Score -1.242461e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -12424784.000000 Penalty: 13366.095703
	Iteration 30Q: 3 clusters Score -1.242478e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -12424933.000000 Penalty: 13366.095703
	Iteration 31Q: 3 clusters Score -1.242493e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -12425026.000000 Penalty: 13366.095703
	Iteration 32Q: 3 clusters Score -1.242503e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -12425187.000000 Penalty: 13366.095703
	Iteration 33Q: 3 clusters Score -1.242519e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -12425287.000000 Penalty: 13366.095703
	Iteration 34Q: 3 clusters Score -1.242529e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -12425318.000000 Penalty: 13366.095703
	Iteration 35Q: 3 clusters Score -1.242532e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -12425363.000000 Penalty: 13366.095703
	Iteration 36Q: 3 clusters Score -1.242536e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -12425379.000000 Penalty: 13366.095703
	Iteration 37Q: 3 clusters Score -1.242538e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -12425404.000000 Penalty: 13366.095703
	Iteration 38Q: 3 clusters Score -1.24254e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -12425456.000000 Penalty: 13366.095703
	Iteration 39Q: 3 clusters Score -1.242546e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -12425479.000000 Penalty: 13366.095703
	Iteration 40F: 3 clusters Score -1.242548e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -12425505.000000 Penalty: 13366.095703
	Iteration 41Q: 3 clusters Score -1.24255e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -12425507.000000 Penalty: 13366.095703
	Iteration 42Q: 3 clusters Score -1.242551e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -12425537.000000 Penalty: 13366.095703
	Iteration 43Q: 3 clusters Score -1.242554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -12425575.000000 Penalty: 13366.095703
	Iteration 44Q: 3 clusters Score -1.242558e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -12425580.000000 Penalty: 13366.095703
	Iteration 45Q: 3 clusters Score -1.242558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -12425601.000000 Penalty: 13366.095703
	Iteration 46Q: 3 clusters Score -1.24256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -12425599.000000 Penalty: 13366.095703
	Iteration 47Q: 3 clusters Score -1.24256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -12425601.000000 Penalty: 13366.095703
	Iteration 48Q: 3 clusters Score -1.24256e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -12425626.000000 Penalty: 13366.095703
	Iteration 49Q: 3 clusters Score -1.242563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -12425635.000000 Penalty: 13366.095703
	Iteration 50Q: 3 clusters Score -1.242564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -12425649.000000 Penalty: 13366.095703
	Iteration 51Q: 3 clusters Score -1.242565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -12425657.000000 Penalty: 13366.095703
	Iteration 52Q: 3 clusters Score -1.242566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -12425678.000000 Penalty: 13366.095703
	Iteration 53Q: 3 clusters Score -1.242568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -12425688.000000 Penalty: 13366.095703
	Iteration 54Q: 3 clusters Score -1.242569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -12425713.000000 Penalty: 13366.095703
	Iteration 55Q: 3 clusters Score -1.242571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -12425713.000000 Penalty: 13366.095703
	Iteration 56Q: 3 clusters Score -1.242571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -12425721.000000 Penalty: 13366.095703
	Iteration 57Q: 3 clusters Score -1.242572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12425726.000000 Penalty: 13366.095703
	Iteration 58Q: 3 clusters Score -1.242573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -12425737.000000 Penalty: 13366.095703
	Iteration 59Q: 3 clusters Score -1.242574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -12425744.000000 Penalty: 13366.095703
	Iteration 60F: 3 clusters Score -1.242574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12425731.000000 Penalty: 13366.095703
	Iteration 61Q: 3 clusters Score -1.242573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -12425735.000000 Penalty: 13366.095703
	Iteration 62Q: 3 clusters Score -1.242574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -12425731.000000 Penalty: 13366.095703
	Iteration 63Q: 3 clusters Score -1.242573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -12425733.000000 Penalty: 13366.095703
	Iteration 64Q: 3 clusters Score -1.242573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -12425734.000000 Penalty: 13366.095703
	Iteration 65Q: 3 clusters Score -1.242573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -12425734.000000 Penalty: 13366.095703
	Iteration 66Q: 3 clusters Score -1.242573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -12425755.000000 Penalty: 13366.095703
	Iteration 67Q: 3 clusters Score -1.242576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -12425744.000000 Penalty: 13366.095703
	Iteration 68Q: 3 clusters Score -1.242574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -12425738.000000 Penalty: 13366.095703
	Iteration 69Q: 3 clusters Score -1.242574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -12425741.000000 Penalty: 13366.095703
	Iteration 70Q: 3 clusters Score -1.242574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -12425739.000000 Penalty: 13366.095703
	Iteration 71Q: 3 clusters Score -1.242574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12425739.000000 Penalty: 13366.095703
	Iteration 72Q: 3 clusters Score -1.242574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -12425744.000000 Penalty: 13366.095703
	Iteration 73Q: 3 clusters Score -1.242574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -12425744.000000 Penalty: 13366.095703
	Iteration 74Q: 3 clusters Score -1.242574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -12425736.000000 Penalty: 13366.095703
	Iteration 75Q: 3 clusters Score -1.242574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -12425727.000000 Penalty: 13366.095703
	Iteration 76Q: 3 clusters Score -1.242573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -12425737.000000 Penalty: 13366.095703
	Iteration 77Q: 3 clusters Score -1.242574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -12425725.000000 Penalty: 13366.095703
	Iteration 78Q: 3 clusters Score -1.242572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -12425736.000000 Penalty: 13366.095703
	Iteration 79Q: 3 clusters Score -1.242574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -12425738.000000 Penalty: 13366.095703
	Iteration 80F: 3 clusters Score -1.242574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -12425725.000000 Penalty: 13366.095703
	Iteration 81Q: 3 clusters Score -1.242572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -12425735.000000 Penalty: 13366.095703
	Iteration 82Q: 3 clusters Score -1.242574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -12425750.000000 Penalty: 13366.095703
	Iteration 83Q: 3 clusters Score -1.242575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -12425749.000000 Penalty: 13366.095703
	Iteration 84Q: 3 clusters Score -1.242575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -12425758.000000 Penalty: 13366.095703
	Iteration 85Q: 3 clusters Score -1.242576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -12425756.000000 Penalty: 13366.095703
	Iteration 86Q: 3 clusters Score -1.242576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12425757.000000 Penalty: 13366.095703
	Iteration 87Q: 3 clusters Score -1.242576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -12425743.000000 Penalty: 13366.095703
	Iteration 88Q: 3 clusters Score -1.242574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -12425743.000000 Penalty: 13366.095703
	Iteration 89Q: 3 clusters Score -1.242574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12425746.000000 Penalty: 13366.095703
	Iteration 90Q: 3 clusters Score -1.242575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -12425746.000000 Penalty: 13366.095703
	Iteration 91Q: 3 clusters Score -1.242575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -12425750.000000 Penalty: 13366.095703
	Iteration 92Q: 3 clusters Score -1.242575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -12425750.000000 Penalty: 13366.095703
	Iteration 93F: 3 clusters Score -1.242575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Entering Unmasked Estep 
Score: -4026296.500000 Penalty: 5985.042480
	Iteration 0F: 2 clusters Score -4026296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -4011305.750000 Penalty: 11970.084961
	Iteration 0F: 3 clusters Score -4011306 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -4014965.750000 Penalty: 11970.084961
	Iteration 1F: 3 clusters Score -4014966 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -4015505.250000 Penalty: 11970.084961
	Iteration 2F: 3 clusters Score -4015505 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -4015878.500000 Penalty: 11970.084961
	Iteration 3Q: 3 clusters Score -4015878 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -4016170.500000 Penalty: 11970.084961
	Iteration 4Q: 3 clusters Score -4016170 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4016417.750000 Penalty: 11970.084961
	Iteration 5Q: 3 clusters Score -4016418 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -4016656.250000 Penalty: 11970.084961
	Iteration 6Q: 3 clusters Score -4016656 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -4016877.250000 Penalty: 11970.084961
	Iteration 7Q: 3 clusters Score -4016877 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4017132.250000 Penalty: 11970.084961
	Iteration 8Q: 3 clusters Score -4017132 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -4017387.250000 Penalty: 11970.084961
	Iteration 9Q: 3 clusters Score -4017387 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -4017674.500000 Penalty: 11970.084961
	Iteration 10Q: 3 clusters Score -4017674 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4017967.250000 Penalty: 11970.084961
	Iteration 11Q: 3 clusters Score -4017967 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -4018271.250000 Penalty: 11970.084961
	Iteration 12Q: 3 clusters Score -4018271 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4018556.500000 Penalty: 11970.084961
	Iteration 13Q: 3 clusters Score -4018556 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -4018879.500000 Penalty: 11970.084961
	Iteration 14Q: 3 clusters Score -4018880 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4019186.750000 Penalty: 11970.084961
	Iteration 15Q: 3 clusters Score -4019187 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -4019463.500000 Penalty: 11970.084961
	Iteration 16Q: 3 clusters Score -4019464 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4019737.500000 Penalty: 11970.084961
	Iteration 17Q: 3 clusters Score -4019738 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -4019949.750000 Penalty: 11970.084961
	Iteration 18Q: 3 clusters Score -4019950 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -4020134.750000 Penalty: 11970.084961
	Iteration 19Q: 3 clusters Score -4020135 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4020278.250000 Penalty: 11970.084961
	Iteration 20F: 3 clusters Score -4020278 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4020392.250000 Penalty: 11970.084961
	Iteration 21Q: 3 clusters Score -4020392 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4020483.500000 Penalty: 11970.084961
	Iteration 22Q: 3 clusters Score -4020484 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4020553.500000 Penalty: 11970.084961
	Iteration 23Q: 3 clusters Score -4020554 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -4020620.750000 Penalty: 11970.084961
	Iteration 24Q: 3 clusters Score -4020621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4020660.000000 Penalty: 11970.084961
	Iteration 25Q: 3 clusters Score -4020660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4020710.250000 Penalty: 11970.084961
	Iteration 26Q: 3 clusters Score -4020710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4020740.750000 Penalty: 11970.084961
	Iteration 27Q: 3 clusters Score -4020741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4020776.000000 Penalty: 11970.084961
	Iteration 28Q: 3 clusters Score -4020776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4020814.750000 Penalty: 11970.084961
	Iteration 29Q: 3 clusters Score -4020815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4020844.750000 Penalty: 11970.084961
	Iteration 30Q: 3 clusters Score -4020845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4020867.500000 Penalty: 11970.084961
	Iteration 31Q: 3 clusters Score -4020868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4020894.000000 Penalty: 11970.084961
	Iteration 32Q: 3 clusters Score -4020894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4020920.500000 Penalty: 11970.084961
	Iteration 33Q: 3 clusters Score -4020920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -4020928.750000 Penalty: 11970.084961
	Iteration 34Q: 3 clusters Score -4020929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -4020963.500000 Penalty: 11970.084961
	Iteration 35Q: 3 clusters Score -4020964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4020981.500000 Penalty: 11970.084961
	Iteration 36Q: 3 clusters Score -4020982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4021005.500000 Penalty: 11970.084961
	Iteration 37Q: 3 clusters Score -4021006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4021004.750000 Penalty: 11970.084961
	Iteration 38Q: 3 clusters Score -4021005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4021021.750000 Penalty: 11970.084961
	Iteration 39Q: 3 clusters Score -4021022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -4021019.000000 Penalty: 11970.084961
	Iteration 40F: 3 clusters Score -4021019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -4021031.500000 Penalty: 11970.084961
	Iteration 41Q: 3 clusters Score -4021032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4021044.250000 Penalty: 11970.084961
	Iteration 42Q: 3 clusters Score -4021044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4021050.750000 Penalty: 11970.084961
	Iteration 43Q: 3 clusters Score -4021051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -4021057.750000 Penalty: 11970.084961
	Iteration 44Q: 3 clusters Score -4021058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4021062.750000 Penalty: 11970.084961
	Iteration 45Q: 3 clusters Score -4021063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4021068.750000 Penalty: 11970.084961
	Iteration 46Q: 3 clusters Score -4021069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -4021067.500000 Penalty: 11970.084961
	Iteration 47Q: 3 clusters Score -4021068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4021076.500000 Penalty: 11970.084961
	Iteration 48Q: 3 clusters Score -4021076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4021080.000000 Penalty: 11970.084961
	Iteration 49Q: 3 clusters Score -4021080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4021085.250000 Penalty: 11970.084961
	Iteration 50Q: 3 clusters Score -4021085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -4021092.750000 Penalty: 11970.084961
	Iteration 51Q: 3 clusters Score -4021093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4021097.250000 Penalty: 11970.084961
	Iteration 52Q: 3 clusters Score -4021097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4021096.500000 Penalty: 11970.084961
	Iteration 53Q: 3 clusters Score -4021096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -4021100.000000 Penalty: 11970.084961
	Iteration 54Q: 3 clusters Score -4021100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -4021100.750000 Penalty: 11970.084961
	Iteration 55Q: 3 clusters Score -4021101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -4021101.000000 Penalty: 11970.084961
	Iteration 56Q: 3 clusters Score -4021101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -4021101.000000 Penalty: 11970.084961
	Iteration 57F: 3 clusters Score -4021101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Entering Unmasked Estep 
Score: -16823002.000000 Penalty: 6862.695801
	Iteration 0F: 2 clusters Score -1.6823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -16772433.000000 Penalty: 13725.391602
	Iteration 0F: 3 clusters Score -1.677243e+07 nChanged 32892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -16790208.000000 Penalty: 13725.391602
	Iteration 1F: 3 clusters Score -1.679021e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -16791100.000000 Penalty: 13725.391602
	Iteration 2Q: 3 clusters Score -1.67911e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -16791954.000000 Penalty: 13725.391602
	Iteration 3Q: 3 clusters Score -1.679195e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -16792720.000000 Penalty: 13725.391602
	Iteration 4Q: 3 clusters Score -1.679272e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -16793318.000000 Penalty: 13725.391602
	Iteration 5Q: 3 clusters Score -1.679332e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -16793846.000000 Penalty: 13725.391602
	Iteration 6Q: 3 clusters Score -1.679385e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -16794430.000000 Penalty: 13725.391602
	Iteration 7Q: 3 clusters Score -1.679443e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -16795124.000000 Penalty: 13725.391602
	Iteration 8Q: 3 clusters Score -1.679512e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -16795892.000000 Penalty: 13725.391602
	Iteration 9Q: 3 clusters Score -1.679589e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -16796704.000000 Penalty: 13725.391602
	Iteration 10Q: 3 clusters Score -1.67967e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -16797656.000000 Penalty: 13725.391602
	Iteration 11Q: 3 clusters Score -1.679766e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -16798950.000000 Penalty: 13725.391602
	Iteration 12Q: 3 clusters Score -1.679895e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -16800344.000000 Penalty: 13725.391602
	Iteration 13Q: 3 clusters Score -1.680034e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -16802118.000000 Penalty: 13725.391602
	Iteration 14Q: 3 clusters Score -1.680212e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -16804028.000000 Penalty: 13725.391602
	Iteration 15Q: 3 clusters Score -1.680403e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -16806208.000000 Penalty: 13725.391602
	Iteration 16Q: 3 clusters Score -1.680621e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -16808438.000000 Penalty: 13725.391602
	Iteration 17Q: 3 clusters Score -1.680844e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -16810558.000000 Penalty: 13725.391602
	Iteration 18Q: 3 clusters Score -1.681056e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -16812334.000000 Penalty: 13725.391602
	Iteration 19Q: 3 clusters Score -1.681233e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -16813898.000000 Penalty: 13725.391602
	Iteration 20F: 3 clusters Score -1.68139e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -16814996.000000 Penalty: 13725.391602
	Iteration 21Q: 3 clusters Score -1.6815e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -16815732.000000 Penalty: 13725.391602
	Iteration 22Q: 3 clusters Score -1.681573e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -16816224.000000 Penalty: 13725.391602
	Iteration 23Q: 3 clusters Score -1.681622e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -16816574.000000 Penalty: 13725.391602
	Iteration 24Q: 3 clusters Score -1.681657e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -16816836.000000 Penalty: 13725.391602
	Iteration 25Q: 3 clusters Score -1.681684e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -16817120.000000 Penalty: 13725.391602
	Iteration 26Q: 3 clusters Score -1.681712e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -16817364.000000 Penalty: 13725.391602
	Iteration 27Q: 3 clusters Score -1.681736e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -16817492.000000 Penalty: 13725.391602
	Iteration 28Q: 3 clusters Score -1.681749e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -16817640.000000 Penalty: 13725.391602
	Iteration 29Q: 3 clusters Score -1.681764e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71653 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -16817710.000000 Penalty: 13725.391602
	Iteration 30Q: 3 clusters Score -1.681771e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -16817722.000000 Penalty: 13725.391602
	Iteration 31Q: 3 clusters Score -1.681772e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71676 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -16817746.000000 Penalty: 13725.391602
	Iteration 32Q: 3 clusters Score -1.681775e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -16817760.000000 Penalty: 13725.391602
	Iteration 33Q: 3 clusters Score -1.681776e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -16817780.000000 Penalty: 13725.391602
	Iteration 34Q: 3 clusters Score -1.681778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -16817816.000000 Penalty: 13725.391602
	Iteration 35Q: 3 clusters Score -1.681782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -16817824.000000 Penalty: 13725.391602
	Iteration 36Q: 3 clusters Score -1.681782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -16817836.000000 Penalty: 13725.391602
	Iteration 37Q: 3 clusters Score -1.681784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -16817824.000000 Penalty: 13725.391602
	Iteration 38Q: 3 clusters Score -1.681782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -16817836.000000 Penalty: 13725.391602
	Iteration 39Q: 3 clusters Score -1.681784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -16817834.000000 Penalty: 13725.391602
	Iteration 40F: 3 clusters Score -1.681783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -16817846.000000 Penalty: 13725.391602
	Iteration 41Q: 3 clusters Score -1.681785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -16817866.000000 Penalty: 13725.391602
	Iteration 42Q: 3 clusters Score -1.681787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -16817848.000000 Penalty: 13725.391602
	Iteration 43Q: 3 clusters Score -1.681785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -16817848.000000 Penalty: 13725.391602
	Iteration 44Q: 3 clusters Score -1.681785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -16817848.000000 Penalty: 13725.391602
	Iteration 45Q: 3 clusters Score -1.681785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -16817862.000000 Penalty: 13725.391602
	Iteration 46Q: 3 clusters Score -1.681786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -16817852.000000 Penalty: 13725.391602
	Iteration 47Q: 3 clusters Score -1.681785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -16817864.000000 Penalty: 13725.391602
	Iteration 48Q: 3 clusters Score -1.681786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -16817864.000000 Penalty: 13725.391602
	Iteration 49F: 3 clusters Score -1.681786e+07 nChanged 0
--- Evaluating fit on full set of 3652333 points ---
Entering Unmasked Estep 
Score: -821601984.000000 Penalty: 249896.125000
24->28 Clusters: Score -821601984.000000, best is -821685312.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1217444 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 50718 members 
Mstep: Class 3 contains 50927 members 
Mstep: Class 4 contains 50915 members 
Mstep: Class 5 contains 50300 members 
Mstep: Class 6 contains 51002 members 
Mstep: Class 7 contains 50397 members 
Mstep: Class 8 contains 50556 members 
Mstep: Class 9 contains 50505 members 
Mstep: Class 10 contains 50582 members 
Mstep: Class 11 contains 50825 members 
Mstep: Class 12 contains 50670 members 
Mstep: Class 13 contains 50823 members 
Mstep: Class 14 contains 50733 members 
Mstep: Class 15 contains 50427 members 
Mstep: Class 16 contains 50910 members 
Mstep: Class 17 contains 50894 members 
Mstep: Class 18 contains 51026 members 
Mstep: Class 19 contains 50818 members 
Mstep: Class 20 contains 50914 members 
Mstep: Class 21 contains 50510 members 
Mstep: Class 22 contains 51097 members 
Mstep: Class 23 contains 50630 members 
Mstep: Class 24 contains 50729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2011.282715 but Gain 8582.515625
Score: -265828144.000000 Penalty: 197397.765625
Iteration 0F: 24 clusters Score -2.658281e+08 nChanged 1156426
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 47175 members 
Mstep: Class 3 contains 36128 members 
Mstep: Class 4 contains 47816 members 
Mstep: Class 5 contains 64703 members 
Mstep: Class 6 contains 49133 members 
Mstep: Class 7 contains 37187 members 
Mstep: Class 8 contains 22221 members 
Mstep: Class 9 contains 65167 members 
Mstep: Class 10 contains 33972 members 
Mstep: Class 11 contains 71391 members 
Mstep: Class 12 contains 74297 members 
Mstep: Class 13 contains 32567 members 
Mstep: Class 14 contains 44919 members 
Mstep: Class 15 contains 47156 members 
Mstep: Class 16 contains 84880 members 
Mstep: Class 17 contains 80900 members 
Mstep: Class 18 contains 58847 members 
Mstep: Class 19 contains 28149 members 
Mstep: Class 21 contains 70143 members 
Mstep: Class 22 contains 58507 members 
Mstep: Class 23 contains 35253 members 
Mstep: Class 24 contains 88200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -268932352.000000 Penalty: 197397.765625
Iteration 1F: 24 clusters Score -2.689324e+08 nChanged 480207
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 16190 members 
Mstep: Class 3 contains 26814 members 
Mstep: Class 4 contains 45656 members 
Mstep: Class 5 contains 71995 members 
Mstep: Class 6 contains 50772 members 
Mstep: Class 7 contains 60490 members 
Mstep: Class 8 contains 12108 members 
Mstep: Class 9 contains 58856 members 
Mstep: Class 10 contains 27850 members 
Mstep: Class 11 contains 86756 members 
Mstep: Class 12 contains 55242 members 
Mstep: Class 13 contains 22586 members 
Mstep: Class 14 contains 32844 members 
Mstep: Class 15 contains 53230 members 
Mstep: Class 16 contains 109219 members 
Mstep: Class 17 contains 102075 members 
Mstep: Class 18 contains 70976 members 
Mstep: Class 19 contains 23357 members 
Mstep: Class 21 contains 58294 members 
Mstep: Class 22 contains 71958 members 
Mstep: Class 23 contains 31306 members 
Mstep: Class 24 contains 79928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -270118624.000000 Penalty: 197397.765625
Iteration 2F: 24 clusters Score -2.701186e+08 nChanged 421188
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 9131 members 
Mstep: Class 3 contains 19110 members 
Mstep: Class 4 contains 48722 members 
Mstep: Class 5 contains 74022 members 
Mstep: Class 6 contains 38889 members 
Mstep: Class 7 contains 111022 members 
Mstep: Class 8 contains 10301 members 
Mstep: Class 9 contains 49014 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 78755 members 
Mstep: Class 12 contains 31161 members 
Mstep: Class 13 contains 15579 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 66552 members 
Mstep: Class 16 contains 120672 members 
Mstep: Class 17 contains 99974 members 
Mstep: Class 18 contains 77863 members 
Mstep: Class 19 contains 25820 members 
Mstep: Class 21 contains 65171 members 
Mstep: Class 22 contains 69090 members 
Mstep: Class 23 contains 27825 members 
Mstep: Class 24 contains 63926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -270910720.000000 Penalty: 197397.765625
Iteration 3F: 24 clusters Score -2.709107e+08 nChanged 329380
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 14737 members 
Mstep: Class 4 contains 51833 members 
Mstep: Class 5 contains 67448 members 
Mstep: Class 6 contains 26985 members 
Mstep: Class 7 contains 147127 members 
Mstep: Class 8 contains 8294 members 
Mstep: Class 9 contains 35265 members 
Mstep: Class 10 contains 25045 members 
Mstep: Class 11 contains 61018 members 
Mstep: Class 12 contains 16029 members 
Mstep: Class 13 contains 12244 members 
Mstep: Class 14 contains 15260 members 
Mstep: Class 15 contains 84916 members 
Mstep: Class 16 contains 137551 members 
Mstep: Class 17 contains 92813 members 
Mstep: Class 18 contains 84550 members 
Mstep: Class 19 contains 28987 members 
Mstep: Class 21 contains 77917 members 
Mstep: Class 22 contains 60950 members 
Mstep: Class 23 contains 29849 members 
Mstep: Class 24 contains 46523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271393216.000000 Penalty: 197397.765625
Iteration 4F: 24 clusters Score -2.713932e+08 nChanged 239112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 6793 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 51116 members 
Mstep: Class 5 contains 55011 members 
Mstep: Class 6 contains 19318 members 
Mstep: Class 7 contains 158670 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 23195 members 
Mstep: Class 10 contains 25259 members 
Mstep: Class 11 contains 43276 members 
Mstep: Class 12 contains 9599 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 10881 members 
Mstep: Class 15 contains 105667 members 
Mstep: Class 16 contains 155168 members 
Mstep: Class 17 contains 94484 members 
Mstep: Class 18 contains 91446 members 
Mstep: Class 19 contains 30215 members 
Mstep: Class 21 contains 88865 members 
Mstep: Class 22 contains 54948 members 
Mstep: Class 23 contains 36706 members 
Mstep: Class 24 contains 34563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271670496.000000 Penalty: 197397.765625
Iteration 5F: 24 clusters Score -2.716705e+08 nChanged 173339
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 5760 members 
Mstep: Class 3 contains 12830 members 
Mstep: Class 4 contains 48658 members 
Mstep: Class 5 contains 43316 members 
Mstep: Class 6 contains 15457 members 
Mstep: Class 7 contains 154303 members 
Mstep: Class 8 contains 3526 members 
Mstep: Class 9 contains 16017 members 
Mstep: Class 10 contains 25691 members 
Mstep: Class 11 contains 29824 members 
Mstep: Class 12 contains 7412 members 
Mstep: Class 13 contains 9950 members 
Mstep: Class 14 contains 8331 members 
Mstep: Class 15 contains 126732 members 
Mstep: Class 16 contains 164742 members 
Mstep: Class 17 contains 102550 members 
Mstep: Class 18 contains 99138 members 
Mstep: Class 19 contains 30034 members 
Mstep: Class 21 contains 98555 members 
Mstep: Class 22 contains 50038 members 
Mstep: Class 23 contains 43430 members 
Mstep: Class 24 contains 28117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271819808.000000 Penalty: 197397.765625
Iteration 6F: 24 clusters Score -2.718198e+08 nChanged 125854
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 12212 members 
Mstep: Class 4 contains 46022 members 
Mstep: Class 5 contains 34968 members 
Mstep: Class 6 contains 13945 members 
Mstep: Class 7 contains 146293 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 12480 members 
Mstep: Class 10 contains 26228 members 
Mstep: Class 11 contains 21714 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 9329 members 
Mstep: Class 14 contains 7017 members 
Mstep: Class 15 contains 141665 members 
Mstep: Class 16 contains 167065 members 
Mstep: Class 17 contains 110926 members 
Mstep: Class 18 contains 107161 members 
Mstep: Class 19 contains 29599 members 
Mstep: Class 21 contains 108467 members 
Mstep: Class 22 contains 45644 members 
Mstep: Class 23 contains 48217 members 
Mstep: Class 24 contains 24805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271903936.000000 Penalty: 197397.765625
Iteration 7F: 24 clusters Score -2.719039e+08 nChanged 95317
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 11645 members 
Mstep: Class 4 contains 43704 members 
Mstep: Class 5 contains 28525 members 
Mstep: Class 6 contains 13534 members 
Mstep: Class 7 contains 140793 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10687 members 
Mstep: Class 10 contains 26735 members 
Mstep: Class 11 contains 17021 members 
Mstep: Class 12 contains 6601 members 
Mstep: Class 13 contains 9076 members 
Mstep: Class 14 contains 6355 members 
Mstep: Class 15 contains 148161 members 
Mstep: Class 16 contains 167032 members 
Mstep: Class 17 contains 118176 members 
Mstep: Class 18 contains 113664 members 
Mstep: Class 19 contains 29413 members 
Mstep: Class 21 contains 118624 members 
Mstep: Class 22 contains 42988 members 
Mstep: Class 23 contains 51230 members 
Mstep: Class 24 contains 23306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -271959968.000000 Penalty: 197397.765625
Iteration 8F: 24 clusters Score -2.7196e+08 nChanged 76243
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 4434 members 
Mstep: Class 3 contains 11276 members 
Mstep: Class 4 contains 41297 members 
Mstep: Class 5 contains 23409 members 
Mstep: Class 6 contains 13417 members 
Mstep: Class 7 contains 137639 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 9790 members 
Mstep: Class 10 contains 27131 members 
Mstep: Class 11 contains 14216 members 
Mstep: Class 12 contains 6847 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 14 contains 6073 members 
Mstep: Class 15 contains 148443 members 
Mstep: Class 16 contains 166249 members 
Mstep: Class 17 contains 124432 members 
Mstep: Class 18 contains 117933 members 
Mstep: Class 19 contains 29274 members 
Mstep: Class 21 contains 128688 members 
Mstep: Class 22 contains 42558 members 
Mstep: Class 23 contains 53398 members 
Mstep: Class 24 contains 23447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272002784.000000 Penalty: 197397.765625
Iteration 9F: 24 clusters Score -2.720028e+08 nChanged 65263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 11085 members 
Mstep: Class 4 contains 39077 members 
Mstep: Class 5 contains 19274 members 
Mstep: Class 6 contains 13477 members 
Mstep: Class 7 contains 135581 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 10 contains 27612 members 
Mstep: Class 11 contains 12556 members 
Mstep: Class 12 contains 7414 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 5930 members 
Mstep: Class 15 contains 145641 members 
Mstep: Class 16 contains 165009 members 
Mstep: Class 17 contains 129055 members 
Mstep: Class 18 contains 120043 members 
Mstep: Class 19 contains 28976 members 
Mstep: Class 21 contains 137601 members 
Mstep: Class 22 contains 44069 members 
Mstep: Class 23 contains 55351 members 
Mstep: Class 24 contains 24986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272039296.000000 Penalty: 197397.765625
Iteration 10F: 24 clusters Score -2.720393e+08 nChanged 56691
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 3942 members 
Mstep: Class 3 contains 11034 members 
Mstep: Class 4 contains 37232 members 
Mstep: Class 5 contains 16003 members 
Mstep: Class 6 contains 13620 members 
Mstep: Class 7 contains 134109 members 
Mstep: Class 8 contains 1998 members 
Mstep: Class 9 contains 8918 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 11610 members 
Mstep: Class 12 contains 8102 members 
Mstep: Class 13 contains 10077 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 141410 members 
Mstep: Class 16 contains 163577 members 
Mstep: Class 17 contains 132168 members 
Mstep: Class 18 contains 120502 members 
Mstep: Class 19 contains 28607 members 
Mstep: Class 21 contains 144719 members 
Mstep: Class 22 contains 46800 members 
Mstep: Class 23 contains 57428 members 
Mstep: Class 24 contains 27420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272069600.000000 Penalty: 197397.765625
Iteration 11Q: 24 clusters Score -2.720696e+08 nChanged 48870
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 11112 members 
Mstep: Class 4 contains 35858 members 
Mstep: Class 5 contains 13515 members 
Mstep: Class 6 contains 13815 members 
Mstep: Class 7 contains 132797 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 8610 members 
Mstep: Class 10 contains 28551 members 
Mstep: Class 11 contains 11122 members 
Mstep: Class 12 contains 8721 members 
Mstep: Class 13 contains 10727 members 
Mstep: Class 14 contains 5518 members 
Mstep: Class 15 contains 137033 members 
Mstep: Class 16 contains 162110 members 
Mstep: Class 17 contains 134217 members 
Mstep: Class 18 contains 120046 members 
Mstep: Class 19 contains 28241 members 
Mstep: Class 21 contains 149659 members 
Mstep: Class 22 contains 50035 members 
Mstep: Class 23 contains 59482 members 
Mstep: Class 24 contains 30333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272095616.000000 Penalty: 197397.765625
Iteration 12Q: 24 clusters Score -2.720956e+08 nChanged 41779
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 3889 members 
Mstep: Class 3 contains 11262 members 
Mstep: Class 4 contains 34789 members 
Mstep: Class 5 contains 11496 members 
Mstep: Class 6 contains 14153 members 
Mstep: Class 7 contains 131780 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 28973 members 
Mstep: Class 11 contains 10937 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 11415 members 
Mstep: Class 14 contains 5186 members 
Mstep: Class 15 contains 133008 members 
Mstep: Class 16 contains 160819 members 
Mstep: Class 17 contains 135677 members 
Mstep: Class 18 contains 119460 members 
Mstep: Class 19 contains 27982 members 
Mstep: Class 21 contains 152725 members 
Mstep: Class 22 contains 53101 members 
Mstep: Class 23 contains 61321 members 
Mstep: Class 24 contains 33120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272114304.000000 Penalty: 197397.765625
Iteration 13Q: 24 clusters Score -2.721143e+08 nChanged 34766
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 4043 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 33901 members 
Mstep: Class 5 contains 10060 members 
Mstep: Class 6 contains 14490 members 
Mstep: Class 7 contains 130990 members 
Mstep: Class 8 contains 2021 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 29347 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 9346 members 
Mstep: Class 13 contains 12142 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 129643 members 
Mstep: Class 16 contains 159744 members 
Mstep: Class 17 contains 136682 members 
Mstep: Class 18 contains 118894 members 
Mstep: Class 19 contains 27807 members 
Mstep: Class 21 contains 154269 members 
Mstep: Class 22 contains 55908 members 
Mstep: Class 23 contains 62987 members 
Mstep: Class 24 contains 35631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272129280.000000 Penalty: 197397.765625
Iteration 14Q: 24 clusters Score -2.721293e+08 nChanged 28978
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 11584 members 
Mstep: Class 4 contains 33131 members 
Mstep: Class 5 contains 9028 members 
Mstep: Class 6 contains 14793 members 
Mstep: Class 7 contains 130463 members 
Mstep: Class 8 contains 2030 members 
Mstep: Class 9 contains 7835 members 
Mstep: Class 10 contains 29699 members 
Mstep: Class 11 contains 11039 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 12833 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 126915 members 
Mstep: Class 16 contains 158936 members 
Mstep: Class 17 contains 137477 members 
Mstep: Class 18 contains 118348 members 
Mstep: Class 19 contains 27675 members 
Mstep: Class 21 contains 154787 members 
Mstep: Class 22 contains 58426 members 
Mstep: Class 23 contains 64490 members 
Mstep: Class 24 contains 37759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272140992.000000 Penalty: 197397.765625
Iteration 15Q: 24 clusters Score -2.72141e+08 nChanged 24474
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 4269 members 
Mstep: Class 3 contains 11707 members 
Mstep: Class 4 contains 32483 members 
Mstep: Class 5 contains 8404 members 
Mstep: Class 6 contains 15060 members 
Mstep: Class 7 contains 130093 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 9 contains 7649 members 
Mstep: Class 10 contains 29937 members 
Mstep: Class 11 contains 11152 members 
Mstep: Class 12 contains 9575 members 
Mstep: Class 13 contains 13511 members 
Mstep: Class 14 contains 4463 members 
Mstep: Class 15 contains 124706 members 
Mstep: Class 16 contains 158375 members 
Mstep: Class 17 contains 137880 members 
Mstep: Class 18 contains 117807 members 
Mstep: Class 19 contains 27578 members 
Mstep: Class 21 contains 154492 members 
Mstep: Class 22 contains 60676 members 
Mstep: Class 23 contains 65800 members 
Mstep: Class 24 contains 39641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272149312.000000 Penalty: 197397.765625
Iteration 16Q: 24 clusters Score -2.721493e+08 nChanged 20911
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 11846 members 
Mstep: Class 4 contains 32012 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 15378 members 
Mstep: Class 7 contains 129827 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 7516 members 
Mstep: Class 10 contains 30174 members 
Mstep: Class 11 contains 11318 members 
Mstep: Class 12 contains 9653 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 122859 members 
Mstep: Class 16 contains 157942 members 
Mstep: Class 17 contains 138074 members 
Mstep: Class 18 contains 117235 members 
Mstep: Class 19 contains 27509 members 
Mstep: Class 21 contains 153749 members 
Mstep: Class 22 contains 62620 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 41335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272156608.000000 Penalty: 197397.765625
Iteration 17Q: 24 clusters Score -2.721566e+08 nChanged 18653
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 11955 members 
Mstep: Class 4 contains 31761 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 15712 members 
Mstep: Class 7 contains 129576 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 9 contains 7445 members 
Mstep: Class 10 contains 30322 members 
Mstep: Class 11 contains 11538 members 
Mstep: Class 12 contains 9693 members 
Mstep: Class 13 contains 14841 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 121299 members 
Mstep: Class 16 contains 157425 members 
Mstep: Class 17 contains 138073 members 
Mstep: Class 18 contains 116683 members 
Mstep: Class 19 contains 27558 members 
Mstep: Class 21 contains 152757 members 
Mstep: Class 22 contains 64267 members 
Mstep: Class 23 contains 67671 members 
Mstep: Class 24 contains 42875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272163392.000000 Penalty: 197397.765625
Iteration 18Q: 24 clusters Score -2.721634e+08 nChanged 17186
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 12043 members 
Mstep: Class 4 contains 31689 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 16010 members 
Mstep: Class 7 contains 129401 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 7393 members 
Mstep: Class 10 contains 30341 members 
Mstep: Class 11 contains 11765 members 
Mstep: Class 12 contains 9751 members 
Mstep: Class 13 contains 15428 members 
Mstep: Class 14 contains 4712 members 
Mstep: Class 15 contains 119959 members 
Mstep: Class 16 contains 156732 members 
Mstep: Class 17 contains 137896 members 
Mstep: Class 18 contains 116028 members 
Mstep: Class 19 contains 27613 members 
Mstep: Class 21 contains 151747 members 
Mstep: Class 22 contains 65708 members 
Mstep: Class 23 contains 68440 members 
Mstep: Class 24 contains 44283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272169632.000000 Penalty: 197397.765625
Iteration 19Q: 24 clusters Score -2.721696e+08 nChanged 15953
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 12068 members 
Mstep: Class 4 contains 31658 members 
Mstep: Class 5 contains 9058 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 129281 members 
Mstep: Class 8 contains 2044 members 
Mstep: Class 9 contains 7331 members 
Mstep: Class 10 contains 30312 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 9830 members 
Mstep: Class 13 contains 16026 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 118764 members 
Mstep: Class 16 contains 155811 members 
Mstep: Class 17 contains 137451 members 
Mstep: Class 18 contains 115422 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 21 contains 150688 members 
Mstep: Class 22 contains 66909 members 
Mstep: Class 23 contains 69076 members 
Mstep: Class 24 contains 45576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272173888.000000 Penalty: 197397.765625
Iteration 20F: 24 clusters Score -2.721739e+08 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 12134 members 
Mstep: Class 4 contains 31735 members 
Mstep: Class 5 contains 10310 members 
Mstep: Class 6 contains 16549 members 
Mstep: Class 7 contains 129093 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 7294 members 
Mstep: Class 10 contains 30150 members 
Mstep: Class 11 contains 12204 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 16712 members 
Mstep: Class 14 contains 5105 members 
Mstep: Class 15 contains 117698 members 
Mstep: Class 16 contains 154897 members 
Mstep: Class 17 contains 136837 members 
Mstep: Class 18 contains 114742 members 
Mstep: Class 19 contains 27861 members 
Mstep: Class 21 contains 149573 members 
Mstep: Class 22 contains 67942 members 
Mstep: Class 23 contains 69503 members 
Mstep: Class 24 contains 46840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272179616.000000 Penalty: 197397.765625
Iteration 21Q: 24 clusters Score -2.721796e+08 nChanged 14506
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 3 contains 12170 members 
Mstep: Class 4 contains 31870 members 
Mstep: Class 5 contains 11625 members 
Mstep: Class 6 contains 16842 members 
Mstep: Class 7 contains 128918 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 7281 members 
Mstep: Class 10 contains 29944 members 
Mstep: Class 11 contains 12455 members 
Mstep: Class 12 contains 10044 members 
Mstep: Class 13 contains 17384 members 
Mstep: Class 14 contains 5331 members 
Mstep: Class 15 contains 116712 members 
Mstep: Class 16 contains 154011 members 
Mstep: Class 17 contains 136156 members 
Mstep: Class 18 contains 114098 members 
Mstep: Class 19 contains 27952 members 
Mstep: Class 21 contains 148444 members 
Mstep: Class 22 contains 68813 members 
Mstep: Class 23 contains 70006 members 
Mstep: Class 24 contains 48025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272183648.000000 Penalty: 197397.765625
Iteration 22Q: 24 clusters Score -2.721836e+08 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 12162 members 
Mstep: Class 4 contains 32081 members 
Mstep: Class 5 contains 12948 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 7 contains 128800 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 7257 members 
Mstep: Class 10 contains 29715 members 
Mstep: Class 11 contains 12697 members 
Mstep: Class 12 contains 10114 members 
Mstep: Class 13 contains 18052 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 115733 members 
Mstep: Class 16 contains 153194 members 
Mstep: Class 17 contains 135450 members 
Mstep: Class 18 contains 113489 members 
Mstep: Class 19 contains 28046 members 
Mstep: Class 21 contains 147388 members 
Mstep: Class 22 contains 69551 members 
Mstep: Class 23 contains 70352 members 
Mstep: Class 24 contains 49173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272188096.000000 Penalty: 197397.765625
Iteration 23Q: 24 clusters Score -2.721881e+08 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 12168 members 
Mstep: Class 4 contains 32260 members 
Mstep: Class 5 contains 14343 members 
Mstep: Class 6 contains 17347 members 
Mstep: Class 7 contains 128714 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 7268 members 
Mstep: Class 10 contains 29499 members 
Mstep: Class 11 contains 12899 members 
Mstep: Class 12 contains 10174 members 
Mstep: Class 13 contains 18753 members 
Mstep: Class 14 contains 5787 members 
Mstep: Class 15 contains 114780 members 
Mstep: Class 16 contains 152352 members 
Mstep: Class 17 contains 134698 members 
Mstep: Class 18 contains 112923 members 
Mstep: Class 19 contains 28213 members 
Mstep: Class 21 contains 146326 members 
Mstep: Class 22 contains 70137 members 
Mstep: Class 23 contains 70648 members 
Mstep: Class 24 contains 50299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272192448.000000 Penalty: 197397.765625
Iteration 24Q: 24 clusters Score -2.721924e+08 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 12163 members 
Mstep: Class 4 contains 32367 members 
Mstep: Class 5 contains 15743 members 
Mstep: Class 6 contains 17567 members 
Mstep: Class 7 contains 128635 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 7311 members 
Mstep: Class 10 contains 29343 members 
Mstep: Class 11 contains 13184 members 
Mstep: Class 12 contains 10216 members 
Mstep: Class 13 contains 19473 members 
Mstep: Class 14 contains 6014 members 
Mstep: Class 15 contains 113821 members 
Mstep: Class 16 contains 151532 members 
Mstep: Class 17 contains 133927 members 
Mstep: Class 18 contains 112305 members 
Mstep: Class 19 contains 28432 members 
Mstep: Class 21 contains 145283 members 
Mstep: Class 22 contains 70655 members 
Mstep: Class 23 contains 70892 members 
Mstep: Class 24 contains 51390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272196160.000000 Penalty: 197397.765625
Iteration 25Q: 24 clusters Score -2.721962e+08 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 3 contains 12165 members 
Mstep: Class 4 contains 32477 members 
Mstep: Class 5 contains 17130 members 
Mstep: Class 6 contains 17737 members 
Mstep: Class 7 contains 128597 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 29280 members 
Mstep: Class 11 contains 13510 members 
Mstep: Class 12 contains 10300 members 
Mstep: Class 13 contains 20200 members 
Mstep: Class 14 contains 6213 members 
Mstep: Class 15 contains 112828 members 
Mstep: Class 16 contains 150651 members 
Mstep: Class 17 contains 133080 members 
Mstep: Class 18 contains 111708 members 
Mstep: Class 19 contains 28712 members 
Mstep: Class 21 contains 144294 members 
Mstep: Class 22 contains 71121 members 
Mstep: Class 23 contains 71122 members 
Mstep: Class 24 contains 52468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272199680.000000 Penalty: 197397.765625
Iteration 26Q: 24 clusters Score -2.721997e+08 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 3 contains 12152 members 
Mstep: Class 4 contains 32500 members 
Mstep: Class 5 contains 18425 members 
Mstep: Class 6 contains 17931 members 
Mstep: Class 7 contains 128551 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 7380 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 13843 members 
Mstep: Class 12 contains 10347 members 
Mstep: Class 13 contains 20899 members 
Mstep: Class 14 contains 6396 members 
Mstep: Class 15 contains 111884 members 
Mstep: Class 16 contains 149855 members 
Mstep: Class 17 contains 132331 members 
Mstep: Class 18 contains 111153 members 
Mstep: Class 19 contains 29000 members 
Mstep: Class 21 contains 143313 members 
Mstep: Class 22 contains 71563 members 
Mstep: Class 23 contains 71348 members 
Mstep: Class 24 contains 53519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272203584.000000 Penalty: 197397.765625
Iteration 27Q: 24 clusters Score -2.722036e+08 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 4447 members 
Mstep: Class 3 contains 12142 members 
Mstep: Class 4 contains 32517 members 
Mstep: Class 5 contains 19706 members 
Mstep: Class 6 contains 18094 members 
Mstep: Class 7 contains 128528 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 7423 members 
Mstep: Class 10 contains 29179 members 
Mstep: Class 11 contains 14190 members 
Mstep: Class 12 contains 10391 members 
Mstep: Class 13 contains 21608 members 
Mstep: Class 14 contains 6578 members 
Mstep: Class 15 contains 110952 members 
Mstep: Class 16 contains 149020 members 
Mstep: Class 17 contains 131669 members 
Mstep: Class 18 contains 110537 members 
Mstep: Class 19 contains 29221 members 
Mstep: Class 21 contains 142457 members 
Mstep: Class 22 contains 71950 members 
Mstep: Class 23 contains 71488 members 
Mstep: Class 24 contains 54542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272206560.000000 Penalty: 197397.765625
Iteration 28Q: 24 clusters Score -2.722066e+08 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 12125 members 
Mstep: Class 4 contains 32547 members 
Mstep: Class 5 contains 20933 members 
Mstep: Class 6 contains 18227 members 
Mstep: Class 7 contains 128517 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 29177 members 
Mstep: Class 11 contains 14594 members 
Mstep: Class 12 contains 10408 members 
Mstep: Class 13 contains 22233 members 
Mstep: Class 14 contains 6747 members 
Mstep: Class 15 contains 110003 members 
Mstep: Class 16 contains 148173 members 
Mstep: Class 17 contains 131094 members 
Mstep: Class 18 contains 109950 members 
Mstep: Class 19 contains 29462 members 
Mstep: Class 21 contains 141690 members 
Mstep: Class 22 contains 72305 members 
Mstep: Class 23 contains 71589 members 
Mstep: Class 24 contains 55584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272209856.000000 Penalty: 197397.765625
Iteration 29Q: 24 clusters Score -2.722099e+08 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 32565 members 
Mstep: Class 5 contains 22134 members 
Mstep: Class 6 contains 18367 members 
Mstep: Class 7 contains 128491 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 29180 members 
Mstep: Class 11 contains 15034 members 
Mstep: Class 12 contains 10424 members 
Mstep: Class 13 contains 22809 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 109027 members 
Mstep: Class 16 contains 147312 members 
Mstep: Class 17 contains 130521 members 
Mstep: Class 18 contains 109355 members 
Mstep: Class 19 contains 29694 members 
Mstep: Class 21 contains 141012 members 
Mstep: Class 22 contains 72640 members 
Mstep: Class 23 contains 71718 members 
Mstep: Class 24 contains 56632 members 
Entering Unmasked Estep 
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Score: -272212320.000000 Penalty: 197397.765625
Iteration 30Q: 24 clusters Score -2.722123e+08 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 12071 members 
Mstep: Class 4 contains 32611 members 
Mstep: Class 5 contains 23353 members 
Mstep: Class 6 contains 18532 members 
Mstep: Class 7 contains 128514 members 
Mstep: Class 8 contains 2051 members 
Mstep: Class 9 contains 7571 members 
Mstep: Class 10 contains 29177 members 
Mstep: Class 11 contains 15477 members 
Mstep: Class 12 contains 10429 members 
Mstep: Class 13 contains 23379 members 
Mstep: Class 14 contains 6995 members 
Mstep: Class 15 contains 107988 members 
Mstep: Class 16 contains 146451 members 
Mstep: Class 17 contains 130059 members 
Mstep: Class 18 contains 108745 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 21 contains 140337 members 
Mstep: Class 22 contains 72959 members 
Mstep: Class 23 contains 71806 members 
Mstep: Class 24 contains 57665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272215168.000000 Penalty: 197397.765625
Iteration 31Q: 24 clusters Score -2.722152e+08 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 4446 members 
Mstep: Class 3 contains 12049 members 
Mstep: Class 4 contains 32616 members 
Mstep: Class 5 contains 24528 members 
Mstep: Class 6 contains 18647 members 
Mstep: Class 7 contains 128487 members 
Mstep: Class 8 contains 2051 members 
Mstep: Class 9 contains 7607 members 
Mstep: Class 10 contains 29206 members 
Mstep: Class 11 contains 15987 members 
Mstep: Class 12 contains 10461 members 
Mstep: Class 13 contains 23927 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 106965 members 
Mstep: Class 16 contains 145616 members 
Mstep: Class 17 contains 129650 members 
Mstep: Class 18 contains 108135 members 
Mstep: Class 19 contains 29911 members 
Mstep: Class 21 contains 139633 members 
Mstep: Class 22 contains 73255 members 
Mstep: Class 23 contains 71956 members 
Mstep: Class 24 contains 58737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272217536.000000 Penalty: 197397.765625
Iteration 32Q: 24 clusters Score -2.722175e+08 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 11993 members 
Mstep: Class 4 contains 32601 members 
Mstep: Class 5 contains 25626 members 
Mstep: Class 6 contains 18753 members 
Mstep: Class 7 contains 128457 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 29211 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 10487 members 
Mstep: Class 13 contains 24427 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 105893 members 
Mstep: Class 16 contains 144902 members 
Mstep: Class 17 contains 129327 members 
Mstep: Class 18 contains 107527 members 
Mstep: Class 19 contains 29934 members 
Mstep: Class 21 contains 138974 members 
Mstep: Class 22 contains 73548 members 
Mstep: Class 23 contains 72117 members 
Mstep: Class 24 contains 59851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272219712.000000 Penalty: 197397.765625
Iteration 33Q: 24 clusters Score -2.722197e+08 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 11939 members 
Mstep: Class 4 contains 32615 members 
Mstep: Class 5 contains 26643 members 
Mstep: Class 6 contains 18845 members 
Mstep: Class 7 contains 128419 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 7721 members 
Mstep: Class 10 contains 29203 members 
Mstep: Class 11 contains 16952 members 
Mstep: Class 12 contains 10507 members 
Mstep: Class 13 contains 24891 members 
Mstep: Class 14 contains 7382 members 
Mstep: Class 15 contains 104800 members 
Mstep: Class 16 contains 144233 members 
Mstep: Class 17 contains 129039 members 
Mstep: Class 18 contains 106970 members 
Mstep: Class 19 contains 29984 members 
Mstep: Class 21 contains 138265 members 
Mstep: Class 22 contains 73808 members 
Mstep: Class 23 contains 72297 members 
Mstep: Class 24 contains 61034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272221760.000000 Penalty: 197397.765625
Iteration 34Q: 24 clusters Score -2.722218e+08 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 4448 members 
Mstep: Class 3 contains 11898 members 
Mstep: Class 4 contains 32595 members 
Mstep: Class 5 contains 27591 members 
Mstep: Class 6 contains 18881 members 
Mstep: Class 7 contains 128355 members 
Mstep: Class 8 contains 2056 members 
Mstep: Class 9 contains 7782 members 
Mstep: Class 10 contains 29217 members 
Mstep: Class 11 contains 17453 members 
Mstep: Class 12 contains 10546 members 
Mstep: Class 13 contains 25268 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 103714 members 
Mstep: Class 16 contains 143568 members 
Mstep: Class 17 contains 128765 members 
Mstep: Class 18 contains 106405 members 
Mstep: Class 19 contains 30042 members 
Mstep: Class 21 contains 137652 members 
Mstep: Class 22 contains 74055 members 
Mstep: Class 23 contains 72509 members 
Mstep: Class 24 contains 62282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272223264.000000 Penalty: 197397.765625
Iteration 35Q: 24 clusters Score -2.722233e+08 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 4449 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 32566 members 
Mstep: Class 5 contains 28537 members 
Mstep: Class 6 contains 18887 members 
Mstep: Class 7 contains 128288 members 
Mstep: Class 8 contains 2056 members 
Mstep: Class 9 contains 7831 members 
Mstep: Class 10 contains 29215 members 
Mstep: Class 11 contains 17937 members 
Mstep: Class 12 contains 10598 members 
Mstep: Class 13 contains 25612 members 
Mstep: Class 14 contains 7568 members 
Mstep: Class 15 contains 102575 members 
Mstep: Class 16 contains 142896 members 
Mstep: Class 17 contains 128571 members 
Mstep: Class 18 contains 105883 members 
Mstep: Class 19 contains 30067 members 
Mstep: Class 21 contains 137189 members 
Mstep: Class 22 contains 74269 members 
Mstep: Class 23 contains 72711 members 
Mstep: Class 24 contains 63577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272225376.000000 Penalty: 197397.765625
Iteration 36Q: 24 clusters Score -2.722254e+08 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 11829 members 
Mstep: Class 4 contains 32542 members 
Mstep: Class 5 contains 29365 members 
Mstep: Class 6 contains 18862 members 
Mstep: Class 7 contains 128171 members 
Mstep: Class 8 contains 2056 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 29217 members 
Mstep: Class 11 contains 18403 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 25902 members 
Mstep: Class 14 contains 7607 members 
Mstep: Class 15 contains 101406 members 
Mstep: Class 16 contains 142343 members 
Mstep: Class 17 contains 128404 members 
Mstep: Class 18 contains 105399 members 
Mstep: Class 19 contains 30117 members 
Mstep: Class 21 contains 136803 members 
Mstep: Class 22 contains 74448 members 
Mstep: Class 23 contains 72906 members 
Mstep: Class 24 contains 64923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272227168.000000 Penalty: 197397.765625
Iteration 37Q: 24 clusters Score -2.722272e+08 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 4448 members 
Mstep: Class 3 contains 11779 members 
Mstep: Class 4 contains 32501 members 
Mstep: Class 5 contains 30165 members 
Mstep: Class 6 contains 18812 members 
Mstep: Class 7 contains 128028 members 
Mstep: Class 8 contains 2055 members 
Mstep: Class 9 contains 7953 members 
Mstep: Class 10 contains 29202 members 
Mstep: Class 11 contains 18851 members 
Mstep: Class 12 contains 10714 members 
Mstep: Class 13 contains 26178 members 
Mstep: Class 14 contains 7667 members 
Mstep: Class 15 contains 100129 members 
Mstep: Class 16 contains 141836 members 
Mstep: Class 17 contains 128277 members 
Mstep: Class 18 contains 104894 members 
Mstep: Class 19 contains 30174 members 
Mstep: Class 21 contains 136485 members 
Mstep: Class 22 contains 74636 members 
Mstep: Class 23 contains 73117 members 
Mstep: Class 24 contains 66384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272228864.000000 Penalty: 197397.765625
Iteration 38Q: 24 clusters Score -2.722289e+08 nChanged 7423
Entering ConstructFrom: 
Score: -272228864.000000 Penalty: 197397.765625
Entering ConstructFrom: 
Trying to split cluster 1 (32546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Entering Unmasked Estep 
Score: -7282203.500000 Penalty: 6364.125977
	Iteration 0F: 2 clusters Score -7282204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -7257659.500000 Penalty: 12728.251953
	Iteration 0F: 3 clusters Score -7257660 nChanged 13871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -7265105.000000 Penalty: 12728.251953
	Iteration 1F: 3 clusters Score -7265105 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -7265867.000000 Penalty: 12728.251953
	Iteration 2F: 3 clusters Score -7265867 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -7266491.500000 Penalty: 12728.251953
	Iteration 3Q: 3 clusters Score -7266492 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -7267068.000000 Penalty: 12728.251953
	Iteration 4Q: 3 clusters Score -7267068 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -7267621.000000 Penalty: 12728.251953
	Iteration 5Q: 3 clusters Score -7267621 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -7268272.000000 Penalty: 12728.251953
	Iteration 6Q: 3 clusters Score -7268272 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -7268980.500000 Penalty: 12728.251953
	Iteration 7Q: 3 clusters Score -7268980 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -7269775.500000 Penalty: 12728.251953
	Iteration 8Q: 3 clusters Score -7269776 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -7270649.500000 Penalty: 12728.251953
	Iteration 9Q: 3 clusters Score -7270650 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -7271569.000000 Penalty: 12728.251953
	Iteration 10Q: 3 clusters Score -7271569 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -7272615.000000 Penalty: 12728.251953
	Iteration 11Q: 3 clusters Score -7272615 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -7273964.500000 Penalty: 12728.251953
	Iteration 12Q: 3 clusters Score -7273964 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -7275579.000000 Penalty: 12728.251953
	Iteration 13Q: 3 clusters Score -7275579 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -7276685.000000 Penalty: 12728.251953
	Iteration 14Q: 3 clusters Score -7276685 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -7277237.500000 Penalty: 12728.251953
	Iteration 15Q: 3 clusters Score -7277238 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -7277582.500000 Penalty: 12728.251953
	Iteration 16Q: 3 clusters Score -7277582 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -7277796.000000 Penalty: 12728.251953
	Iteration 17Q: 3 clusters Score -7277796 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -7277905.000000 Penalty: 12728.251953
	Iteration 18Q: 3 clusters Score -7277905 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -7277980.500000 Penalty: 12728.251953
	Iteration 19Q: 3 clusters Score -7277980 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -7278018.500000 Penalty: 12728.251953
	Iteration 20F: 3 clusters Score -7278018 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -7278096.500000 Penalty: 12728.251953
	Iteration 21Q: 3 clusters Score -7278096 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -7278143.000000 Penalty: 12728.251953
	Iteration 22Q: 3 clusters Score -7278143 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -7278173.500000 Penalty: 12728.251953
	Iteration 23Q: 3 clusters Score -7278174 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -7278213.000000 Penalty: 12728.251953
	Iteration 24Q: 3 clusters Score -7278213 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -7278219.500000 Penalty: 12728.251953
	Iteration 25Q: 3 clusters Score -7278220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -7278246.000000 Penalty: 12728.251953
	Iteration 26Q: 3 clusters Score -7278246 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -7278273.500000 Penalty: 12728.251953
	Iteration 27Q: 3 clusters Score -7278274 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -7278308.000000 Penalty: 12728.251953
	Iteration 28Q: 3 clusters Score -7278308 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -7278355.500000 Penalty: 12728.251953
	Iteration 29Q: 3 clusters Score -7278356 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -7278381.000000 Penalty: 12728.251953
	Iteration 30Q: 3 clusters Score -7278381 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -7278398.500000 Penalty: 12728.251953
	Iteration 31Q: 3 clusters Score -7278398 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -7278433.000000 Penalty: 12728.251953
	Iteration 32Q: 3 clusters Score -7278433 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -7278475.500000 Penalty: 12728.251953
	Iteration 33Q: 3 clusters Score -7278476 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -7278522.500000 Penalty: 12728.251953
	Iteration 34Q: 3 clusters Score -7278522 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -7278570.000000 Penalty: 12728.251953
	Iteration 35Q: 3 clusters Score -7278570 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -7278582.500000 Penalty: 12728.251953
	Iteration 36Q: 3 clusters Score -7278582 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -7278636.000000 Penalty: 12728.251953
	Iteration 37Q: 3 clusters Score -7278636 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -7278682.000000 Penalty: 12728.251953
	Iteration 38Q: 3 clusters Score -7278682 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -7278743.500000 Penalty: 12728.251953
	Iteration 39Q: 3 clusters Score -7278744 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -7278792.000000 Penalty: 12728.251953
	Iteration 40F: 3 clusters Score -7278792 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -7278866.500000 Penalty: 12728.251953
	Iteration 41Q: 3 clusters Score -7278866 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -7278914.000000 Penalty: 12728.251953
	Iteration 42Q: 3 clusters Score -7278914 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -7278968.000000 Penalty: 12728.251953
	Iteration 43Q: 3 clusters Score -7278968 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -7279033.000000 Penalty: 12728.251953
	Iteration 44Q: 3 clusters Score -7279033 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -7279127.500000 Penalty: 12728.251953
	Iteration 45Q: 3 clusters Score -7279128 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -7279227.000000 Penalty: 12728.251953
	Iteration 46Q: 3 clusters Score -7279227 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -7279310.500000 Penalty: 12728.251953
	Iteration 47Q: 3 clusters Score -7279310 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -7279404.500000 Penalty: 12728.251953
	Iteration 48Q: 3 clusters Score -7279404 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -7279474.500000 Penalty: 12728.251953
	Iteration 49Q: 3 clusters Score -7279474 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -7279578.500000 Penalty: 12728.251953
	Iteration 50Q: 3 clusters Score -7279578 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -7279740.000000 Penalty: 12728.251953
	Iteration 51Q: 3 clusters Score -7279740 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -7279837.500000 Penalty: 12728.251953
	Iteration 52Q: 3 clusters Score -7279838 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -7279965.000000 Penalty: 12728.251953
	Iteration 53Q: 3 clusters Score -7279965 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -7280065.000000 Penalty: 12728.251953
	Iteration 54Q: 3 clusters Score -7280065 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -7280158.500000 Penalty: 12728.251953
	Iteration 55Q: 3 clusters Score -7280158 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -7280217.000000 Penalty: 12728.251953
	Iteration 56Q: 3 clusters Score -7280217 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -7280269.000000 Penalty: 12728.251953
	Iteration 57Q: 3 clusters Score -7280269 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -7280330.500000 Penalty: 12728.251953
	Iteration 58Q: 3 clusters Score -7280330 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -7280358.000000 Penalty: 12728.251953
	Iteration 59Q: 3 clusters Score -7280358 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -7280388.500000 Penalty: 12728.251953
	Iteration 60F: 3 clusters Score -7280388 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -7280402.000000 Penalty: 12728.251953
	Iteration 61Q: 3 clusters Score -7280402 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -7280420.000000 Penalty: 12728.251953
	Iteration 62Q: 3 clusters Score -7280420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -7280427.500000 Penalty: 12728.251953
	Iteration 63Q: 3 clusters Score -7280428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -7280425.500000 Penalty: 12728.251953
	Iteration 64Q: 3 clusters Score -7280426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -7280448.500000 Penalty: 12728.251953
	Iteration 65Q: 3 clusters Score -7280448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -7280464.000000 Penalty: 12728.251953
	Iteration 66Q: 3 clusters Score -7280464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -7280482.500000 Penalty: 12728.251953
	Iteration 67Q: 3 clusters Score -7280482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -7280507.500000 Penalty: 12728.251953
	Iteration 68Q: 3 clusters Score -7280508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -7280508.000000 Penalty: 12728.251953
	Iteration 69Q: 3 clusters Score -7280508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -7280512.000000 Penalty: 12728.251953
	Iteration 70Q: 3 clusters Score -7280512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -7280513.000000 Penalty: 12728.251953
	Iteration 71Q: 3 clusters Score -7280513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -7280510.500000 Penalty: 12728.251953
	Iteration 72Q: 3 clusters Score -7280510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -7280527.000000 Penalty: 12728.251953
	Iteration 73Q: 3 clusters Score -7280527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -7280517.500000 Penalty: 12728.251953
	Iteration 74Q: 3 clusters Score -7280518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -7280523.500000 Penalty: 12728.251953
	Iteration 75Q: 3 clusters Score -7280524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -7280521.500000 Penalty: 12728.251953
	Iteration 76Q: 3 clusters Score -7280522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -7280515.000000 Penalty: 12728.251953
	Iteration 77Q: 3 clusters Score -7280515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -7280518.500000 Penalty: 12728.251953
	Iteration 78Q: 3 clusters Score -7280518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -7280516.000000 Penalty: 12728.251953
	Iteration 79Q: 3 clusters Score -7280516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -7280526.500000 Penalty: 12728.251953
	Iteration 80F: 3 clusters Score -7280526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -7280530.000000 Penalty: 12728.251953
	Iteration 81Q: 3 clusters Score -7280530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -7280530.000000 Penalty: 12728.251953
	Iteration 82Q: 3 clusters Score -7280530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -7280541.500000 Penalty: 12728.251953
	Iteration 83Q: 3 clusters Score -7280542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -7280523.000000 Penalty: 12728.251953
	Iteration 84Q: 3 clusters Score -7280523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -7280524.500000 Penalty: 12728.251953
	Iteration 85Q: 3 clusters Score -7280524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -7280536.500000 Penalty: 12728.251953
	Iteration 86Q: 3 clusters Score -7280536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -7280532.500000 Penalty: 12728.251953
	Iteration 87Q: 3 clusters Score -7280532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -7280539.500000 Penalty: 12728.251953
	Iteration 88Q: 3 clusters Score -7280540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -7280526.500000 Penalty: 12728.251953
	Iteration 89Q: 3 clusters Score -7280526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -7280534.500000 Penalty: 12728.251953
	Iteration 90Q: 3 clusters Score -7280534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -7280536.500000 Penalty: 12728.251953
	Iteration 91Q: 3 clusters Score -7280536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -7280532.500000 Penalty: 12728.251953
	Iteration 92Q: 3 clusters Score -7280532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -7280526.000000 Penalty: 12728.251953
	Iteration 93Q: 3 clusters Score -7280526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -7280533.000000 Penalty: 12728.251953
	Iteration 94Q: 3 clusters Score -7280533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -7280534.000000 Penalty: 12728.251953
	Iteration 95Q: 3 clusters Score -7280534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -7280524.500000 Penalty: 12728.251953
	Iteration 96Q: 3 clusters Score -7280524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -7280537.000000 Penalty: 12728.251953
	Iteration 97Q: 3 clusters Score -7280537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -7280541.000000 Penalty: 12728.251953
	Iteration 98Q: 3 clusters Score -7280541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -7280537.500000 Penalty: 12728.251953
	Iteration 99Q: 3 clusters Score -7280538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -7280536.000000 Penalty: 12728.251953
	Iteration 100F: 3 clusters Score -7280536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -7280541.000000 Penalty: 12728.251953
	Iteration 101Q: 3 clusters Score -7280541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -7280544.000000 Penalty: 12728.251953
	Iteration 102Q: 3 clusters Score -7280544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -7280542.500000 Penalty: 12728.251953
	Iteration 103Q: 3 clusters Score -7280542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -7280545.500000 Penalty: 12728.251953
	Iteration 104Q: 3 clusters Score -7280546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -7280545.000000 Penalty: 12728.251953
	Iteration 105Q: 3 clusters Score -7280545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -7280549.500000 Penalty: 12728.251953
	Iteration 106Q: 3 clusters Score -7280550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -7280550.000000 Penalty: 12728.251953
	Iteration 107Q: 3 clusters Score -7280550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -7280551.500000 Penalty: 12728.251953
	Iteration 108Q: 3 clusters Score -7280552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -7280551.500000 Penalty: 12728.251953
	Iteration 109F: 3 clusters Score -7280552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -962957.375000 Penalty: 5145.266113
	Iteration 0F: 2 clusters Score -962957.4 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 2260 members 
Entering Unmasked Estep 
Score: -956410.312500 Penalty: 10290.532227
	Iteration 0F: 3 clusters Score -956410.3 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -957990.312500 Penalty: 10290.532227
	Iteration 1F: 3 clusters Score -957990.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -958670.437500 Penalty: 10290.532227
	Iteration 2F: 3 clusters Score -958670.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -959181.812500 Penalty: 10290.532227
	Iteration 3F: 3 clusters Score -959181.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -959732.062500 Penalty: 10290.532227
	Iteration 4F: 3 clusters Score -959732.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -960483.750000 Penalty: 10290.532227
	Iteration 5F: 3 clusters Score -960483.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -962072.875000 Penalty: 10290.532227
	Iteration 6F: 3 clusters Score -962072.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -964904.000000 Penalty: 10290.532227
	Iteration 7F: 3 clusters Score -964904 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -968735.750000 Penalty: 10290.532227
	Iteration 8F: 3 clusters Score -968735.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -974313.562500 Penalty: 10290.532227
	Iteration 9F: 3 clusters Score -974313.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -975665.750000 Penalty: 10290.532227
	Iteration 10Q: 3 clusters Score -975665.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -975886.750000 Penalty: 10290.532227
	Iteration 11Q: 3 clusters Score -975886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -975919.187500 Penalty: 10290.532227
	Iteration 12Q: 3 clusters Score -975919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -975919.125000 Penalty: 10290.532227
	Iteration 13Q: 3 clusters Score -975919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -975919.125000 Penalty: 10290.532227
	Iteration 14F: 3 clusters Score -975919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 30905 members 
Mstep: Class 6 contains 18755 members 
Mstep: Class 7 contains 127885 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 26439 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 98747 members 
Mstep: Class 16 contains 141338 members 
Mstep: Class 17 contains 128154 members 
Mstep: Class 18 contains 104399 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 136318 members 
Mstep: Class 22 contains 74792 members 
Mstep: Class 23 contains 73317 members 
Mstep: Class 24 contains 67918 members 
Entering Unmasked Estep 
Score: -272240448.000000 Penalty: 205980.281250
Splitting cluster 2 changes total score from -272228864.000000 to -272240448.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (11728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Entering Unmasked Estep 
Score: -2601679.250000 Penalty: 5738.962402
	Iteration 0F: 2 clusters Score -2601679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2590359.250000 Penalty: 11477.924805
	Iteration 0F: 3 clusters Score -2590359 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2592882.250000 Penalty: 11477.924805
	Iteration 1F: 3 clusters Score -2592882 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2593417.500000 Penalty: 11477.924805
	Iteration 2F: 3 clusters Score -2593418 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2593766.750000 Penalty: 11477.924805
	Iteration 3F: 3 clusters Score -2593767 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2593991.000000 Penalty: 11477.924805
	Iteration 4Q: 3 clusters Score -2593991 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2594175.250000 Penalty: 11477.924805
	Iteration 5Q: 3 clusters Score -2594175 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2594316.250000 Penalty: 11477.924805
	Iteration 6Q: 3 clusters Score -2594316 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2594452.500000 Penalty: 11477.924805
	Iteration 7Q: 3 clusters Score -2594452 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2594564.500000 Penalty: 11477.924805
	Iteration 8Q: 3 clusters Score -2594564 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2594647.000000 Penalty: 11477.924805
	Iteration 9Q: 3 clusters Score -2594647 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2594717.250000 Penalty: 11477.924805
	Iteration 10Q: 3 clusters Score -2594717 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2594777.500000 Penalty: 11477.924805
	Iteration 11Q: 3 clusters Score -2594778 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2594818.750000 Penalty: 11477.924805
	Iteration 12Q: 3 clusters Score -2594819 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2594876.500000 Penalty: 11477.924805
	Iteration 13Q: 3 clusters Score -2594876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2594914.000000 Penalty: 11477.924805
	Iteration 14Q: 3 clusters Score -2594914 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2594958.000000 Penalty: 11477.924805
	Iteration 15Q: 3 clusters Score -2594958 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2594984.500000 Penalty: 11477.924805
	Iteration 16Q: 3 clusters Score -2594984 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2595014.000000 Penalty: 11477.924805
	Iteration 17Q: 3 clusters Score -2595014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2595051.000000 Penalty: 11477.924805
	Iteration 18Q: 3 clusters Score -2595051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2595070.500000 Penalty: 11477.924805
	Iteration 19Q: 3 clusters Score -2595070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2595089.750000 Penalty: 11477.924805
	Iteration 20F: 3 clusters Score -2595090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2595112.000000 Penalty: 11477.924805
	Iteration 21Q: 3 clusters Score -2595112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2595125.250000 Penalty: 11477.924805
	Iteration 22Q: 3 clusters Score -2595125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2595146.000000 Penalty: 11477.924805
	Iteration 23Q: 3 clusters Score -2595146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2595158.750000 Penalty: 11477.924805
	Iteration 24Q: 3 clusters Score -2595159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2595166.750000 Penalty: 11477.924805
	Iteration 25Q: 3 clusters Score -2595167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2595179.500000 Penalty: 11477.924805
	Iteration 26Q: 3 clusters Score -2595180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2595182.750000 Penalty: 11477.924805
	Iteration 27Q: 3 clusters Score -2595183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2595185.750000 Penalty: 11477.924805
	Iteration 28Q: 3 clusters Score -2595186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2595201.250000 Penalty: 11477.924805
	Iteration 29Q: 3 clusters Score -2595201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2595219.000000 Penalty: 11477.924805
	Iteration 30Q: 3 clusters Score -2595219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2595239.000000 Penalty: 11477.924805
	Iteration 31Q: 3 clusters Score -2595239 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2595257.000000 Penalty: 11477.924805
	Iteration 32Q: 3 clusters Score -2595257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2595277.750000 Penalty: 11477.924805
	Iteration 33Q: 3 clusters Score -2595278 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2595302.750000 Penalty: 11477.924805
	Iteration 34Q: 3 clusters Score -2595303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2595326.000000 Penalty: 11477.924805
	Iteration 35Q: 3 clusters Score -2595326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2595339.750000 Penalty: 11477.924805
	Iteration 36Q: 3 clusters Score -2595340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2595353.000000 Penalty: 11477.924805
	Iteration 37Q: 3 clusters Score -2595353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2595368.750000 Penalty: 11477.924805
	Iteration 38Q: 3 clusters Score -2595369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2595392.750000 Penalty: 11477.924805
	Iteration 39Q: 3 clusters Score -2595393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2595411.750000 Penalty: 11477.924805
	Iteration 40F: 3 clusters Score -2595412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2595423.250000 Penalty: 11477.924805
	Iteration 41Q: 3 clusters Score -2595423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2595429.000000 Penalty: 11477.924805
	Iteration 42Q: 3 clusters Score -2595429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2595441.250000 Penalty: 11477.924805
	Iteration 43Q: 3 clusters Score -2595441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2595462.000000 Penalty: 11477.924805
	Iteration 44Q: 3 clusters Score -2595462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2595480.250000 Penalty: 11477.924805
	Iteration 45Q: 3 clusters Score -2595480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2595504.250000 Penalty: 11477.924805
	Iteration 46Q: 3 clusters Score -2595504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2595530.250000 Penalty: 11477.924805
	Iteration 47Q: 3 clusters Score -2595530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2595536.500000 Penalty: 11477.924805
	Iteration 48Q: 3 clusters Score -2595536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2595556.000000 Penalty: 11477.924805
	Iteration 49Q: 3 clusters Score -2595556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2595562.500000 Penalty: 11477.924805
	Iteration 50Q: 3 clusters Score -2595562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2595572.500000 Penalty: 11477.924805
	Iteration 51Q: 3 clusters Score -2595572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2595587.750000 Penalty: 11477.924805
	Iteration 52Q: 3 clusters Score -2595588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2595604.500000 Penalty: 11477.924805
	Iteration 53Q: 3 clusters Score -2595604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2595609.250000 Penalty: 11477.924805
	Iteration 54Q: 3 clusters Score -2595609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2595624.000000 Penalty: 11477.924805
	Iteration 55Q: 3 clusters Score -2595624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2595628.000000 Penalty: 11477.924805
	Iteration 56Q: 3 clusters Score -2595628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2595636.250000 Penalty: 11477.924805
	Iteration 57Q: 3 clusters Score -2595636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2595646.250000 Penalty: 11477.924805
	Iteration 58Q: 3 clusters Score -2595646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2595655.500000 Penalty: 11477.924805
	Iteration 59Q: 3 clusters Score -2595656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2595665.500000 Penalty: 11477.924805
	Iteration 60F: 3 clusters Score -2595666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2595671.500000 Penalty: 11477.924805
	Iteration 61Q: 3 clusters Score -2595672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2595683.000000 Penalty: 11477.924805
	Iteration 62Q: 3 clusters Score -2595683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2595688.750000 Penalty: 11477.924805
	Iteration 63Q: 3 clusters Score -2595689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2595702.500000 Penalty: 11477.924805
	Iteration 64Q: 3 clusters Score -2595702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2595699.750000 Penalty: 11477.924805
	Iteration 65Q: 3 clusters Score -2595700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2595715.500000 Penalty: 11477.924805
	Iteration 66Q: 3 clusters Score -2595716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2595717.000000 Penalty: 11477.924805
	Iteration 67Q: 3 clusters Score -2595717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2595719.750000 Penalty: 11477.924805
	Iteration 68Q: 3 clusters Score -2595720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2595727.750000 Penalty: 11477.924805
	Iteration 69Q: 3 clusters Score -2595728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2595736.500000 Penalty: 11477.924805
	Iteration 70Q: 3 clusters Score -2595736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2595741.500000 Penalty: 11477.924805
	Iteration 71Q: 3 clusters Score -2595742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2595741.250000 Penalty: 11477.924805
	Iteration 72Q: 3 clusters Score -2595741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2595746.000000 Penalty: 11477.924805
	Iteration 73Q: 3 clusters Score -2595746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2595750.000000 Penalty: 11477.924805
	Iteration 74Q: 3 clusters Score -2595750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2595754.250000 Penalty: 11477.924805
	Iteration 75Q: 3 clusters Score -2595754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2595754.000000 Penalty: 11477.924805
	Iteration 76Q: 3 clusters Score -2595754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2595759.250000 Penalty: 11477.924805
	Iteration 77Q: 3 clusters Score -2595759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2595767.250000 Penalty: 11477.924805
	Iteration 78Q: 3 clusters Score -2595767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2595770.250000 Penalty: 11477.924805
	Iteration 79Q: 3 clusters Score -2595770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2595787.750000 Penalty: 11477.924805
	Iteration 80F: 3 clusters Score -2595788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2595802.750000 Penalty: 11477.924805
	Iteration 81Q: 3 clusters Score -2595803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2595814.750000 Penalty: 11477.924805
	Iteration 82Q: 3 clusters Score -2595815 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2595827.500000 Penalty: 11477.924805
	Iteration 83Q: 3 clusters Score -2595828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2595843.250000 Penalty: 11477.924805
	Iteration 84Q: 3 clusters Score -2595843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2595866.750000 Penalty: 11477.924805
	Iteration 85Q: 3 clusters Score -2595867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2595882.750000 Penalty: 11477.924805
	Iteration 86Q: 3 clusters Score -2595883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2595907.500000 Penalty: 11477.924805
	Iteration 87Q: 3 clusters Score -2595908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2595916.250000 Penalty: 11477.924805
	Iteration 88Q: 3 clusters Score -2595916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2595927.000000 Penalty: 11477.924805
	Iteration 89Q: 3 clusters Score -2595927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2595942.750000 Penalty: 11477.924805
	Iteration 90Q: 3 clusters Score -2595943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2595952.250000 Penalty: 11477.924805
	Iteration 91Q: 3 clusters Score -2595952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2595967.000000 Penalty: 11477.924805
	Iteration 92Q: 3 clusters Score -2595967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2595990.000000 Penalty: 11477.924805
	Iteration 93Q: 3 clusters Score -2595990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2595998.000000 Penalty: 11477.924805
	Iteration 94Q: 3 clusters Score -2595998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2596010.750000 Penalty: 11477.924805
	Iteration 95Q: 3 clusters Score -2596011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2596030.750000 Penalty: 11477.924805
	Iteration 96Q: 3 clusters Score -2596031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2596034.750000 Penalty: 11477.924805
	Iteration 97Q: 3 clusters Score -2596035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2596043.250000 Penalty: 11477.924805
	Iteration 98Q: 3 clusters Score -2596043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2596056.750000 Penalty: 11477.924805
	Iteration 99Q: 3 clusters Score -2596057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2596080.750000 Penalty: 11477.924805
	Iteration 100F: 3 clusters Score -2596081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2596095.500000 Penalty: 11477.924805
	Iteration 101Q: 3 clusters Score -2596096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2596122.250000 Penalty: 11477.924805
	Iteration 102Q: 3 clusters Score -2596122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2596140.750000 Penalty: 11477.924805
	Iteration 103Q: 3 clusters Score -2596141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2596160.750000 Penalty: 11477.924805
	Iteration 104Q: 3 clusters Score -2596161 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2596190.250000 Penalty: 11477.924805
	Iteration 105Q: 3 clusters Score -2596190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2596209.250000 Penalty: 11477.924805
	Iteration 106Q: 3 clusters Score -2596209 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2596235.250000 Penalty: 11477.924805
	Iteration 107Q: 3 clusters Score -2596235 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2596258.500000 Penalty: 11477.924805
	Iteration 108Q: 3 clusters Score -2596258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2596281.750000 Penalty: 11477.924805
	Iteration 109Q: 3 clusters Score -2596282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2596307.000000 Penalty: 11477.924805
	Iteration 110Q: 3 clusters Score -2596307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2596326.750000 Penalty: 11477.924805
	Iteration 111Q: 3 clusters Score -2596327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2596354.750000 Penalty: 11477.924805
	Iteration 112Q: 3 clusters Score -2596355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2596384.000000 Penalty: 11477.924805
	Iteration 113Q: 3 clusters Score -2596384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2596410.000000 Penalty: 11477.924805
	Iteration 114Q: 3 clusters Score -2596410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2596445.000000 Penalty: 11477.924805
	Iteration 115Q: 3 clusters Score -2596445 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2596479.000000 Penalty: 11477.924805
	Iteration 116Q: 3 clusters Score -2596479 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2596495.500000 Penalty: 11477.924805
	Iteration 117Q: 3 clusters Score -2596496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2596523.000000 Penalty: 11477.924805
	Iteration 118Q: 3 clusters Score -2596523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2596546.500000 Penalty: 11477.924805
	Iteration 119Q: 3 clusters Score -2596546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2596573.750000 Penalty: 11477.924805
	Iteration 120F: 3 clusters Score -2596574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2596598.500000 Penalty: 11477.924805
	Iteration 121Q: 3 clusters Score -2596598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2596621.500000 Penalty: 11477.924805
	Iteration 122Q: 3 clusters Score -2596622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2596650.250000 Penalty: 11477.924805
	Iteration 123Q: 3 clusters Score -2596650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2596677.750000 Penalty: 11477.924805
	Iteration 124Q: 3 clusters Score -2596678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2596689.500000 Penalty: 11477.924805
	Iteration 125Q: 3 clusters Score -2596690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2596713.250000 Penalty: 11477.924805
	Iteration 126Q: 3 clusters Score -2596713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2596731.000000 Penalty: 11477.924805
	Iteration 127Q: 3 clusters Score -2596731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2596747.000000 Penalty: 11477.924805
	Iteration 128Q: 3 clusters Score -2596747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2596769.750000 Penalty: 11477.924805
	Iteration 129Q: 3 clusters Score -2596770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2596785.000000 Penalty: 11477.924805
	Iteration 130Q: 3 clusters Score -2596785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2596803.000000 Penalty: 11477.924805
	Iteration 131Q: 3 clusters Score -2596803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2596816.000000 Penalty: 11477.924805
	Iteration 132Q: 3 clusters Score -2596816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2596822.000000 Penalty: 11477.924805
	Iteration 133Q: 3 clusters Score -2596822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2596831.250000 Penalty: 11477.924805
	Iteration 134Q: 3 clusters Score -2596831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2596845.000000 Penalty: 11477.924805
	Iteration 135Q: 3 clusters Score -2596845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2596848.750000 Penalty: 11477.924805
	Iteration 136Q: 3 clusters Score -2596849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2596858.250000 Penalty: 11477.924805
	Iteration 137Q: 3 clusters Score -2596858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2596871.000000 Penalty: 11477.924805
	Iteration 138Q: 3 clusters Score -2596871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2596889.750000 Penalty: 11477.924805
	Iteration 139Q: 3 clusters Score -2596890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2596894.000000 Penalty: 11477.924805
	Iteration 140F: 3 clusters Score -2596894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2596915.250000 Penalty: 11477.924805
	Iteration 141Q: 3 clusters Score -2596915 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2596939.250000 Penalty: 11477.924805
	Iteration 142Q: 3 clusters Score -2596939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2596947.500000 Penalty: 11477.924805
	Iteration 143Q: 3 clusters Score -2596948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2596965.500000 Penalty: 11477.924805
	Iteration 144Q: 3 clusters Score -2596966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2596973.500000 Penalty: 11477.924805
	Iteration 145Q: 3 clusters Score -2596974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2596982.750000 Penalty: 11477.924805
	Iteration 146Q: 3 clusters Score -2596983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2596996.750000 Penalty: 11477.924805
	Iteration 147Q: 3 clusters Score -2596997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2597006.250000 Penalty: 11477.924805
	Iteration 148Q: 3 clusters Score -2597006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2597024.750000 Penalty: 11477.924805
	Iteration 149Q: 3 clusters Score -2597025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2597034.750000 Penalty: 11477.924805
	Iteration 150Q: 3 clusters Score -2597035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2597042.500000 Penalty: 11477.924805
	Iteration 151Q: 3 clusters Score -2597042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2597046.750000 Penalty: 11477.924805
	Iteration 152Q: 3 clusters Score -2597047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2597056.750000 Penalty: 11477.924805
	Iteration 153Q: 3 clusters Score -2597057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2597071.500000 Penalty: 11477.924805
	Iteration 154Q: 3 clusters Score -2597072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2597083.250000 Penalty: 11477.924805
	Iteration 155Q: 3 clusters Score -2597083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2597089.500000 Penalty: 11477.924805
	Iteration 156Q: 3 clusters Score -2597090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2597099.250000 Penalty: 11477.924805
	Iteration 157Q: 3 clusters Score -2597099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2597105.500000 Penalty: 11477.924805
	Iteration 158Q: 3 clusters Score -2597106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2597115.250000 Penalty: 11477.924805
	Iteration 159Q: 3 clusters Score -2597115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2597119.750000 Penalty: 11477.924805
	Iteration 160F: 3 clusters Score -2597120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2597117.500000 Penalty: 11477.924805
	Iteration 161Q: 3 clusters Score -2597118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2597134.250000 Penalty: 11477.924805
	Iteration 162Q: 3 clusters Score -2597134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2597141.000000 Penalty: 11477.924805
	Iteration 163Q: 3 clusters Score -2597141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2597149.500000 Penalty: 11477.924805
	Iteration 164Q: 3 clusters Score -2597150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2597160.750000 Penalty: 11477.924805
	Iteration 165Q: 3 clusters Score -2597161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2597162.750000 Penalty: 11477.924805
	Iteration 166Q: 3 clusters Score -2597163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2597170.000000 Penalty: 11477.924805
	Iteration 167Q: 3 clusters Score -2597170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2597175.750000 Penalty: 11477.924805
	Iteration 168Q: 3 clusters Score -2597176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2597181.250000 Penalty: 11477.924805
	Iteration 169Q: 3 clusters Score -2597181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2597188.500000 Penalty: 11477.924805
	Iteration 170Q: 3 clusters Score -2597188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2597195.500000 Penalty: 11477.924805
	Iteration 171Q: 3 clusters Score -2597196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2597196.750000 Penalty: 11477.924805
	Iteration 172Q: 3 clusters Score -2597197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2597199.250000 Penalty: 11477.924805
	Iteration 173Q: 3 clusters Score -2597199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2597203.750000 Penalty: 11477.924805
	Iteration 174Q: 3 clusters Score -2597204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2597220.500000 Penalty: 11477.924805
	Iteration 175Q: 3 clusters Score -2597220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2597226.250000 Penalty: 11477.924805
	Iteration 176Q: 3 clusters Score -2597226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2597238.500000 Penalty: 11477.924805
	Iteration 177Q: 3 clusters Score -2597238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2597248.000000 Penalty: 11477.924805
	Iteration 178Q: 3 clusters Score -2597248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2597259.750000 Penalty: 11477.924805
	Iteration 179Q: 3 clusters Score -2597260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2597267.000000 Penalty: 11477.924805
	Iteration 180F: 3 clusters Score -2597267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2597274.000000 Penalty: 11477.924805
	Iteration 181Q: 3 clusters Score -2597274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2597282.000000 Penalty: 11477.924805
	Iteration 182Q: 3 clusters Score -2597282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2597285.750000 Penalty: 11477.924805
	Iteration 183Q: 3 clusters Score -2597286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2597298.250000 Penalty: 11477.924805
	Iteration 184Q: 3 clusters Score -2597298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2597306.250000 Penalty: 11477.924805
	Iteration 185Q: 3 clusters Score -2597306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2597308.500000 Penalty: 11477.924805
	Iteration 186Q: 3 clusters Score -2597308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2597317.000000 Penalty: 11477.924805
	Iteration 187Q: 3 clusters Score -2597317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2597326.250000 Penalty: 11477.924805
	Iteration 188Q: 3 clusters Score -2597326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2597338.750000 Penalty: 11477.924805
	Iteration 189Q: 3 clusters Score -2597339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2597339.250000 Penalty: 11477.924805
	Iteration 190Q: 3 clusters Score -2597339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2597339.500000 Penalty: 11477.924805
	Iteration 191Q: 3 clusters Score -2597340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2597342.000000 Penalty: 11477.924805
	Iteration 192Q: 3 clusters Score -2597342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2597344.250000 Penalty: 11477.924805
	Iteration 193Q: 3 clusters Score -2597344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2597345.250000 Penalty: 11477.924805
	Iteration 194Q: 3 clusters Score -2597345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2597349.500000 Penalty: 11477.924805
	Iteration 195Q: 3 clusters Score -2597350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2597351.750000 Penalty: 11477.924805
	Iteration 196Q: 3 clusters Score -2597352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2597362.750000 Penalty: 11477.924805
	Iteration 197Q: 3 clusters Score -2597363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2597358.750000 Penalty: 11477.924805
	Iteration 198Q: 3 clusters Score -2597359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2597357.250000 Penalty: 11477.924805
	Iteration 199Q: 3 clusters Score -2597357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2597356.750000 Penalty: 11477.924805
	Iteration 200F: 3 clusters Score -2597357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2597358.750000 Penalty: 11477.924805
	Iteration 201Q: 3 clusters Score -2597359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2597361.750000 Penalty: 11477.924805
	Iteration 202Q: 3 clusters Score -2597362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2597361.750000 Penalty: 11477.924805
	Iteration 203F: 3 clusters Score -2597362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Entering Unmasked Estep 
Score: -7407279.000000 Penalty: 6362.656250
	Iteration 0F: 2 clusters Score -7407279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -7382847.500000 Penalty: 12725.312500
	Iteration 0F: 3 clusters Score -7382848 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -7390563.000000 Penalty: 12725.312500
	Iteration 1F: 3 clusters Score -7390563 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -7392450.500000 Penalty: 12725.312500
	Iteration 2F: 3 clusters Score -7392450 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -7394455.000000 Penalty: 12725.312500
	Iteration 3F: 3 clusters Score -7394455 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -7395943.500000 Penalty: 12725.312500
	Iteration 4F: 3 clusters Score -7395944 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -7397271.500000 Penalty: 12725.312500
	Iteration 5F: 3 clusters Score -7397272 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -7398825.000000 Penalty: 12725.312500
	Iteration 6F: 3 clusters Score -7398825 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -7400456.500000 Penalty: 12725.312500
	Iteration 7F: 3 clusters Score -7400456 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -7402009.500000 Penalty: 12725.312500
	Iteration 8F: 3 clusters Score -7402010 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -7403391.000000 Penalty: 12725.312500
	Iteration 9F: 3 clusters Score -7403391 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -7404402.500000 Penalty: 12725.312500
	Iteration 10Q: 3 clusters Score -7404402 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -7405161.500000 Penalty: 12725.312500
	Iteration 11Q: 3 clusters Score -7405162 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -7405650.000000 Penalty: 12725.312500
	Iteration 12Q: 3 clusters Score -7405650 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -7405993.000000 Penalty: 12725.312500
	Iteration 13Q: 3 clusters Score -7405993 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -7406189.000000 Penalty: 12725.312500
	Iteration 14Q: 3 clusters Score -7406189 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -7406312.500000 Penalty: 12725.312500
	Iteration 15Q: 3 clusters Score -7406312 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -7406433.500000 Penalty: 12725.312500
	Iteration 16Q: 3 clusters Score -7406434 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -7406522.500000 Penalty: 12725.312500
	Iteration 17Q: 3 clusters Score -7406522 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -7406617.500000 Penalty: 12725.312500
	Iteration 18Q: 3 clusters Score -7406618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -7406721.000000 Penalty: 12725.312500
	Iteration 19Q: 3 clusters Score -7406721 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -7406782.500000 Penalty: 12725.312500
	Iteration 20F: 3 clusters Score -7406782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -7406906.000000 Penalty: 12725.312500
	Iteration 21Q: 3 clusters Score -7406906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -7406970.000000 Penalty: 12725.312500
	Iteration 22Q: 3 clusters Score -7406970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -7407030.500000 Penalty: 12725.312500
	Iteration 23Q: 3 clusters Score -7407030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -7407072.500000 Penalty: 12725.312500
	Iteration 24Q: 3 clusters Score -7407072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -7407115.500000 Penalty: 12725.312500
	Iteration 25Q: 3 clusters Score -7407116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -7407129.000000 Penalty: 12725.312500
	Iteration 26Q: 3 clusters Score -7407129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -7407125.000000 Penalty: 12725.312500
	Iteration 27Q: 3 clusters Score -7407125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -7407141.000000 Penalty: 12725.312500
	Iteration 28Q: 3 clusters Score -7407141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -7407164.500000 Penalty: 12725.312500
	Iteration 29Q: 3 clusters Score -7407164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -7407169.000000 Penalty: 12725.312500
	Iteration 30Q: 3 clusters Score -7407169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -7407177.500000 Penalty: 12725.312500
	Iteration 31Q: 3 clusters Score -7407178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -7407183.000000 Penalty: 12725.312500
	Iteration 32Q: 3 clusters Score -7407183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -7407189.000000 Penalty: 12725.312500
	Iteration 33Q: 3 clusters Score -7407189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -7407191.000000 Penalty: 12725.312500
	Iteration 34Q: 3 clusters Score -7407191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -7407194.000000 Penalty: 12725.312500
	Iteration 35Q: 3 clusters Score -7407194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -7407193.500000 Penalty: 12725.312500
	Iteration 36Q: 3 clusters Score -7407194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -7407194.000000 Penalty: 12725.312500
	Iteration 37Q: 3 clusters Score -7407194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -7407192.000000 Penalty: 12725.312500
	Iteration 38Q: 3 clusters Score -7407192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -7407192.500000 Penalty: 12725.312500
	Iteration 39Q: 3 clusters Score -7407192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -7407185.500000 Penalty: 12725.312500
	Iteration 40F: 3 clusters Score -7407186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -7407206.000000 Penalty: 12725.312500
	Iteration 41Q: 3 clusters Score -7407206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -7407207.000000 Penalty: 12725.312500
	Iteration 42Q: 3 clusters Score -7407207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -7407207.000000 Penalty: 12725.312500
	Iteration 43Q: 3 clusters Score -7407207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -7407205.500000 Penalty: 12725.312500
	Iteration 44Q: 3 clusters Score -7407206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -7407205.500000 Penalty: 12725.312500
	Iteration 45Q: 3 clusters Score -7407206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -7407205.500000 Penalty: 12725.312500
	Iteration 46F: 3 clusters Score -7407206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Entering Unmasked Estep 
Score: -7206258.500000 Penalty: 6332.437500
	Iteration 0F: 2 clusters Score -7206258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -7182720.000000 Penalty: 12664.875000
	Iteration 0F: 3 clusters Score -7182720 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -7189721.000000 Penalty: 12664.875000
	Iteration 1F: 3 clusters Score -7189721 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -7190420.000000 Penalty: 12664.875000
	Iteration 2F: 3 clusters Score -7190420 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -7190904.000000 Penalty: 12664.875000
	Iteration 3Q: 3 clusters Score -7190904 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -7191263.500000 Penalty: 12664.875000
	Iteration 4Q: 3 clusters Score -7191264 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -7191573.000000 Penalty: 12664.875000
	Iteration 5Q: 3 clusters Score -7191573 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -7191850.500000 Penalty: 12664.875000
	Iteration 6Q: 3 clusters Score -7191850 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -7192078.000000 Penalty: 12664.875000
	Iteration 7Q: 3 clusters Score -7192078 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -7192350.000000 Penalty: 12664.875000
	Iteration 8Q: 3 clusters Score -7192350 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -7192670.000000 Penalty: 12664.875000
	Iteration 9Q: 3 clusters Score -7192670 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -7193062.000000 Penalty: 12664.875000
	Iteration 10Q: 3 clusters Score -7193062 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -7193518.500000 Penalty: 12664.875000
	Iteration 11Q: 3 clusters Score -7193518 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -7194135.000000 Penalty: 12664.875000
	Iteration 12Q: 3 clusters Score -7194135 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -7194878.000000 Penalty: 12664.875000
	Iteration 13Q: 3 clusters Score -7194878 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -7195773.000000 Penalty: 12664.875000
	Iteration 14Q: 3 clusters Score -7195773 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -7196673.000000 Penalty: 12664.875000
	Iteration 15Q: 3 clusters Score -7196673 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -7197591.000000 Penalty: 12664.875000
	Iteration 16Q: 3 clusters Score -7197591 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7198368.500000 Penalty: 12664.875000
	Iteration 17Q: 3 clusters Score -7198368 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -7198926.500000 Penalty: 12664.875000
	Iteration 18Q: 3 clusters Score -7198926 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7199338.000000 Penalty: 12664.875000
	Iteration 19Q: 3 clusters Score -7199338 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7199645.500000 Penalty: 12664.875000
	Iteration 20F: 3 clusters Score -7199646 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7199892.500000 Penalty: 12664.875000
	Iteration 21Q: 3 clusters Score -7199892 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7200076.500000 Penalty: 12664.875000
	Iteration 22Q: 3 clusters Score -7200076 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7200209.000000 Penalty: 12664.875000
	Iteration 23Q: 3 clusters Score -7200209 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7200328.000000 Penalty: 12664.875000
	Iteration 24Q: 3 clusters Score -7200328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7200382.500000 Penalty: 12664.875000
	Iteration 25Q: 3 clusters Score -7200382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7200444.000000 Penalty: 12664.875000
	Iteration 26Q: 3 clusters Score -7200444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7200488.500000 Penalty: 12664.875000
	Iteration 27Q: 3 clusters Score -7200488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7200504.000000 Penalty: 12664.875000
	Iteration 28Q: 3 clusters Score -7200504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7200540.500000 Penalty: 12664.875000
	Iteration 29Q: 3 clusters Score -7200540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7200584.000000 Penalty: 12664.875000
	Iteration 30Q: 3 clusters Score -7200584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7200605.000000 Penalty: 12664.875000
	Iteration 31Q: 3 clusters Score -7200605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7200624.000000 Penalty: 12664.875000
	Iteration 32Q: 3 clusters Score -7200624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7200633.000000 Penalty: 12664.875000
	Iteration 33Q: 3 clusters Score -7200633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7200642.500000 Penalty: 12664.875000
	Iteration 34Q: 3 clusters Score -7200642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7200643.000000 Penalty: 12664.875000
	Iteration 35Q: 3 clusters Score -7200643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7200653.000000 Penalty: 12664.875000
	Iteration 36Q: 3 clusters Score -7200653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7200656.000000 Penalty: 12664.875000
	Iteration 37Q: 3 clusters Score -7200656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7200656.500000 Penalty: 12664.875000
	Iteration 38Q: 3 clusters Score -7200656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7200662.000000 Penalty: 12664.875000
	Iteration 39Q: 3 clusters Score -7200662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7200667.000000 Penalty: 12664.875000
	Iteration 40F: 3 clusters Score -7200667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7200673.500000 Penalty: 12664.875000
	Iteration 41Q: 3 clusters Score -7200674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7200677.500000 Penalty: 12664.875000
	Iteration 42Q: 3 clusters Score -7200678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7200676.500000 Penalty: 12664.875000
	Iteration 43Q: 3 clusters Score -7200676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7200671.500000 Penalty: 12664.875000
	Iteration 44Q: 3 clusters Score -7200672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7200679.500000 Penalty: 12664.875000
	Iteration 45Q: 3 clusters Score -7200680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7200677.000000 Penalty: 12664.875000
	Iteration 46Q: 3 clusters Score -7200677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7200687.000000 Penalty: 12664.875000
	Iteration 47Q: 3 clusters Score -7200687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7200696.500000 Penalty: 12664.875000
	Iteration 48Q: 3 clusters Score -7200696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7200692.000000 Penalty: 12664.875000
	Iteration 49Q: 3 clusters Score -7200692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7200694.000000 Penalty: 12664.875000
	Iteration 50Q: 3 clusters Score -7200694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7200688.000000 Penalty: 12664.875000
	Iteration 51Q: 3 clusters Score -7200688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7200688.000000 Penalty: 12664.875000
	Iteration 52Q: 3 clusters Score -7200688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7200688.000000 Penalty: 12664.875000
	Iteration 53Q: 3 clusters Score -7200688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7200695.500000 Penalty: 12664.875000
	Iteration 54Q: 3 clusters Score -7200696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7200697.500000 Penalty: 12664.875000
	Iteration 55Q: 3 clusters Score -7200698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7200697.500000 Penalty: 12664.875000
	Iteration 56F: 3 clusters Score -7200698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Entering Unmasked Estep 
Score: -4133672.000000 Penalty: 6026.519531
	Iteration 0F: 2 clusters Score -4133672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -4117867.500000 Penalty: 12053.039062
	Iteration 0F: 3 clusters Score -4117868 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -4121845.250000 Penalty: 12053.039062
	Iteration 1F: 3 clusters Score -4121845 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4122502.250000 Penalty: 12053.039062
	Iteration 2F: 3 clusters Score -4122502 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -4122987.000000 Penalty: 12053.039062
	Iteration 3F: 3 clusters Score -4122987 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -4123397.750000 Penalty: 12053.039062
	Iteration 4Q: 3 clusters Score -4123398 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4123796.500000 Penalty: 12053.039062
	Iteration 5Q: 3 clusters Score -4123796 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -4124168.750000 Penalty: 12053.039062
	Iteration 6Q: 3 clusters Score -4124169 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4124505.750000 Penalty: 12053.039062
	Iteration 7Q: 3 clusters Score -4124506 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -4124899.000000 Penalty: 12053.039062
	Iteration 8Q: 3 clusters Score -4124899 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -4125326.250000 Penalty: 12053.039062
	Iteration 9Q: 3 clusters Score -4125326 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -4125817.750000 Penalty: 12053.039062
	Iteration 10Q: 3 clusters Score -4125818 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -4126337.500000 Penalty: 12053.039062
	Iteration 11Q: 3 clusters Score -4126338 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4126880.500000 Penalty: 12053.039062
	Iteration 12Q: 3 clusters Score -4126880 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -4127368.750000 Penalty: 12053.039062
	Iteration 13Q: 3 clusters Score -4127369 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4127789.750000 Penalty: 12053.039062
	Iteration 14Q: 3 clusters Score -4127790 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4128171.250000 Penalty: 12053.039062
	Iteration 15Q: 3 clusters Score -4128171 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -4128492.250000 Penalty: 12053.039062
	Iteration 16Q: 3 clusters Score -4128492 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -4128745.000000 Penalty: 12053.039062
	Iteration 17Q: 3 clusters Score -4128745 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -4128921.250000 Penalty: 12053.039062
	Iteration 18Q: 3 clusters Score -4128921 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4129063.500000 Penalty: 12053.039062
	Iteration 19Q: 3 clusters Score -4129064 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -4129181.250000 Penalty: 12053.039062
	Iteration 20F: 3 clusters Score -4129181 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -4129277.000000 Penalty: 12053.039062
	Iteration 21Q: 3 clusters Score -4129277 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4129338.500000 Penalty: 12053.039062
	Iteration 22Q: 3 clusters Score -4129338 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -4129386.750000 Penalty: 12053.039062
	Iteration 23Q: 3 clusters Score -4129387 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -4129413.000000 Penalty: 12053.039062
	Iteration 24Q: 3 clusters Score -4129413 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -4129447.000000 Penalty: 12053.039062
	Iteration 25Q: 3 clusters Score -4129447 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -4129482.500000 Penalty: 12053.039062
	Iteration 26Q: 3 clusters Score -4129482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -4129493.500000 Penalty: 12053.039062
	Iteration 27Q: 3 clusters Score -4129494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -4129505.750000 Penalty: 12053.039062
	Iteration 28Q: 3 clusters Score -4129506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -4129507.250000 Penalty: 12053.039062
	Iteration 29Q: 3 clusters Score -4129507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4129525.750000 Penalty: 12053.039062
	Iteration 30Q: 3 clusters Score -4129526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -4129529.250000 Penalty: 12053.039062
	Iteration 31Q: 3 clusters Score -4129529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4129530.750000 Penalty: 12053.039062
	Iteration 32Q: 3 clusters Score -4129531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -4129541.500000 Penalty: 12053.039062
	Iteration 33Q: 3 clusters Score -4129542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4129542.250000 Penalty: 12053.039062
	Iteration 34Q: 3 clusters Score -4129542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -4129561.750000 Penalty: 12053.039062
	Iteration 35Q: 3 clusters Score -4129562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -4129555.000000 Penalty: 12053.039062
	Iteration 36Q: 3 clusters Score -4129555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -4129548.500000 Penalty: 12053.039062
	Iteration 37Q: 3 clusters Score -4129548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -4129555.500000 Penalty: 12053.039062
	Iteration 38Q: 3 clusters Score -4129556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -4129554.750000 Penalty: 12053.039062
	Iteration 39Q: 3 clusters Score -4129555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -4129555.250000 Penalty: 12053.039062
	Iteration 40F: 3 clusters Score -4129555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -4129555.000000 Penalty: 12053.039062
	Iteration 41Q: 3 clusters Score -4129555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -4129560.500000 Penalty: 12053.039062
	Iteration 42Q: 3 clusters Score -4129560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -4129563.750000 Penalty: 12053.039062
	Iteration 43Q: 3 clusters Score -4129564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -4129566.000000 Penalty: 12053.039062
	Iteration 44Q: 3 clusters Score -4129566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -4129566.500000 Penalty: 12053.039062
	Iteration 45Q: 3 clusters Score -4129566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -4129569.750000 Penalty: 12053.039062
	Iteration 46Q: 3 clusters Score -4129570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4129564.500000 Penalty: 12053.039062
	Iteration 47Q: 3 clusters Score -4129564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -4129568.500000 Penalty: 12053.039062
	Iteration 48Q: 3 clusters Score -4129568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -4129572.750000 Penalty: 12053.039062
	Iteration 49Q: 3 clusters Score -4129573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -4129572.750000 Penalty: 12053.039062
	Iteration 50F: 3 clusters Score -4129573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (127885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127885 members 
Entering Unmasked Estep 
Score: -29023052.000000 Penalty: 7202.317871
	Iteration 0F: 2 clusters Score -2.902305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 63709 members 
Entering Unmasked Estep 
Score: -28936246.000000 Penalty: 14404.635742
	Iteration 0F: 3 clusters Score -2.893625e+07 nChanged 59167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -28969274.000000 Penalty: 14404.635742
	Iteration 1F: 3 clusters Score -2.896927e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -28971196.000000 Penalty: 14404.635742
	Iteration 2Q: 3 clusters Score -2.89712e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -28973874.000000 Penalty: 14404.635742
	Iteration 3Q: 3 clusters Score -2.897387e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -28977692.000000 Penalty: 14404.635742
	Iteration 4Q: 3 clusters Score -2.897769e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71898 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -28982126.000000 Penalty: 14404.635742
	Iteration 5F: 3 clusters Score -2.898213e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -28987414.000000 Penalty: 14404.635742
	Iteration 6F: 3 clusters Score -2.898741e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -28992132.000000 Penalty: 14404.635742
	Iteration 7F: 3 clusters Score -2.899213e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -28995858.000000 Penalty: 14404.635742
	Iteration 8F: 3 clusters Score -2.899586e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -28998626.000000 Penalty: 14404.635742
	Iteration 9F: 3 clusters Score -2.899863e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -29001236.000000 Penalty: 14404.635742
	Iteration 10Q: 3 clusters Score -2.900124e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -29003720.000000 Penalty: 14404.635742
	Iteration 11Q: 3 clusters Score -2.900372e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -29006196.000000 Penalty: 14404.635742
	Iteration 12Q: 3 clusters Score -2.90062e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -29008684.000000 Penalty: 14404.635742
	Iteration 13Q: 3 clusters Score -2.900868e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -29011804.000000 Penalty: 14404.635742
	Iteration 14Q: 3 clusters Score -2.90118e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -29015020.000000 Penalty: 14404.635742
	Iteration 15Q: 3 clusters Score -2.901502e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 95925 members 
Entering Unmasked Estep 
Score: -29018792.000000 Penalty: 14404.635742
	Iteration 16Q: 3 clusters Score -2.901879e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -29022388.000000 Penalty: 14404.635742
	Iteration 17Q: 3 clusters Score -2.902239e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -29024574.000000 Penalty: 14404.635742
	Iteration 18Q: 3 clusters Score -2.902457e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -29025728.000000 Penalty: 14404.635742
	Iteration 19Q: 3 clusters Score -2.902573e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 108547 members 
Entering Unmasked Estep 
Score: -29026436.000000 Penalty: 14404.635742
	Iteration 20F: 3 clusters Score -2.902644e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 110011 members 
Entering Unmasked Estep 
Score: -29026830.000000 Penalty: 14404.635742
	Iteration 21Q: 3 clusters Score -2.902683e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 111110 members 
Entering Unmasked Estep 
Score: -29027190.000000 Penalty: 14404.635742
	Iteration 22Q: 3 clusters Score -2.902719e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 111923 members 
Entering Unmasked Estep 
Score: -29027274.000000 Penalty: 14404.635742
	Iteration 23Q: 3 clusters Score -2.902727e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 112502 members 
Entering Unmasked Estep 
Score: -29027364.000000 Penalty: 14404.635742
	Iteration 24Q: 3 clusters Score -2.902736e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 112929 members 
Entering Unmasked Estep 
Score: -29027460.000000 Penalty: 14404.635742
	Iteration 25Q: 3 clusters Score -2.902746e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 113259 members 
Entering Unmasked Estep 
Score: -29027540.000000 Penalty: 14404.635742
	Iteration 26Q: 3 clusters Score -2.902754e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 113496 members 
Entering Unmasked Estep 
Score: -29027538.000000 Penalty: 14404.635742
	Iteration 27Q: 3 clusters Score -2.902754e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 113693 members 
Entering Unmasked Estep 
Score: -29027568.000000 Penalty: 14404.635742
	Iteration 28Q: 3 clusters Score -2.902757e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -29027658.000000 Penalty: 14404.635742
	Iteration 29Q: 3 clusters Score -2.902766e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 113972 members 
Entering Unmasked Estep 
Score: -29027650.000000 Penalty: 14404.635742
	Iteration 30Q: 3 clusters Score -2.902765e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 114072 members 
Entering Unmasked Estep 
Score: -29027700.000000 Penalty: 14404.635742
	Iteration 31Q: 3 clusters Score -2.90277e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 114140 members 
Entering Unmasked Estep 
Score: -29027680.000000 Penalty: 14404.635742
	Iteration 32Q: 3 clusters Score -2.902768e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 114197 members 
Entering Unmasked Estep 
Score: -29027700.000000 Penalty: 14404.635742
	Iteration 33Q: 3 clusters Score -2.90277e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 114254 members 
Entering Unmasked Estep 
Score: -29027670.000000 Penalty: 14404.635742
	Iteration 34Q: 3 clusters Score -2.902767e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 114301 members 
Entering Unmasked Estep 
Score: -29027692.000000 Penalty: 14404.635742
	Iteration 35Q: 3 clusters Score -2.902769e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -29027706.000000 Penalty: 14404.635742
	Iteration 36Q: 3 clusters Score -2.902771e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 114374 members 
Entering Unmasked Estep 
Score: -29027690.000000 Penalty: 14404.635742
	Iteration 37Q: 3 clusters Score -2.902769e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 114414 members 
Entering Unmasked Estep 
Score: -29027668.000000 Penalty: 14404.635742
	Iteration 38Q: 3 clusters Score -2.902767e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 114443 members 
Entering Unmasked Estep 
Score: -29027652.000000 Penalty: 14404.635742
	Iteration 39Q: 3 clusters Score -2.902765e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 114470 members 
Entering Unmasked Estep 
Score: -29027668.000000 Penalty: 14404.635742
	Iteration 40F: 3 clusters Score -2.902767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 114487 members 
Entering Unmasked Estep 
Score: -29027668.000000 Penalty: 14404.635742
	Iteration 41Q: 3 clusters Score -2.902767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -29027694.000000 Penalty: 14404.635742
	Iteration 42Q: 3 clusters Score -2.902769e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 114534 members 
Entering Unmasked Estep 
Score: -29027686.000000 Penalty: 14404.635742
	Iteration 43Q: 3 clusters Score -2.902769e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -29027690.000000 Penalty: 14404.635742
	Iteration 44Q: 3 clusters Score -2.902769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 114577 members 
Entering Unmasked Estep 
Score: -29027680.000000 Penalty: 14404.635742
	Iteration 45Q: 3 clusters Score -2.902768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 114590 members 
Entering Unmasked Estep 
Score: -29027682.000000 Penalty: 14404.635742
	Iteration 46Q: 3 clusters Score -2.902768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 114604 members 
Entering Unmasked Estep 
Score: -29027694.000000 Penalty: 14404.635742
	Iteration 47Q: 3 clusters Score -2.902769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -29027686.000000 Penalty: 14404.635742
	Iteration 48Q: 3 clusters Score -2.902769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 114618 members 
Entering Unmasked Estep 
Score: -29027674.000000 Penalty: 14404.635742
	Iteration 49Q: 3 clusters Score -2.902767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 114623 members 
Entering Unmasked Estep 
Score: -29027674.000000 Penalty: 14404.635742
	Iteration 50Q: 3 clusters Score -2.902767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 114628 members 
Entering Unmasked Estep 
Score: -29027682.000000 Penalty: 14404.635742
	Iteration 51Q: 3 clusters Score -2.902768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 114631 members 
Entering Unmasked Estep 
Score: -29027684.000000 Penalty: 14404.635742
	Iteration 52Q: 3 clusters Score -2.902768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 114636 members 
Entering Unmasked Estep 
Score: -29027696.000000 Penalty: 14404.635742
	Iteration 53Q: 3 clusters Score -2.90277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 114642 members 
Entering Unmasked Estep 
Score: -29027706.000000 Penalty: 14404.635742
	Iteration 54Q: 3 clusters Score -2.902771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 114648 members 
Entering Unmasked Estep 
Score: -29027726.000000 Penalty: 14404.635742
	Iteration 55Q: 3 clusters Score -2.902773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 114652 members 
Entering Unmasked Estep 
Score: -29027696.000000 Penalty: 14404.635742
	Iteration 56Q: 3 clusters Score -2.90277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 114656 members 
Entering Unmasked Estep 
Score: -29027700.000000 Penalty: 14404.635742
	Iteration 57Q: 3 clusters Score -2.90277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 114659 members 
Entering Unmasked Estep 
Score: -29027720.000000 Penalty: 14404.635742
	Iteration 58Q: 3 clusters Score -2.902772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 114665 members 
Entering Unmasked Estep 
Score: -29027728.000000 Penalty: 14404.635742
	Iteration 59Q: 3 clusters Score -2.902773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 114670 members 
Entering Unmasked Estep 
Score: -29027728.000000 Penalty: 14404.635742
	Iteration 60F: 3 clusters Score -2.902773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 114674 members 
Entering Unmasked Estep 
Score: -29027712.000000 Penalty: 14404.635742
	Iteration 61Q: 3 clusters Score -2.902771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 114680 members 
Entering Unmasked Estep 
Score: -29027712.000000 Penalty: 14404.635742
	Iteration 62Q: 3 clusters Score -2.902771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -29027694.000000 Penalty: 14404.635742
	Iteration 63Q: 3 clusters Score -2.902769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 114683 members 
Entering Unmasked Estep 
Score: -29027698.000000 Penalty: 14404.635742
	Iteration 64Q: 3 clusters Score -2.90277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 114683 members 
Entering Unmasked Estep 
Score: -29027698.000000 Penalty: 14404.635742
	Iteration 65F: 3 clusters Score -2.90277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 30905 members 
Mstep: Class 6 contains 18755 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 26439 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 98747 members 
Mstep: Class 16 contains 141338 members 
Mstep: Class 17 contains 128154 members 
Mstep: Class 18 contains 104399 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 136318 members 
Mstep: Class 22 contains 74792 members 
Mstep: Class 23 contains 73317 members 
Mstep: Class 24 contains 67918 members 
Mstep: Class 25 contains 114683 members 
Entering Unmasked Estep 
Score: -272244160.000000 Penalty: 214562.796875
Splitting cluster 7 changes total score from -272228864.000000 to -272244160.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -432336.281250 Penalty: 4672.765137
	Iteration 0F: 2 clusters Score -432336.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -427611.531250 Penalty: 9345.530273
	Iteration 0F: 3 clusters Score -427611.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -429174.968750 Penalty: 9345.530273
	Iteration 1F: 3 clusters Score -429175 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -431606.500000 Penalty: 9345.530273
	Iteration 2F: 3 clusters Score -431606.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -434151.062500 Penalty: 9345.530273
	Iteration 3F: 3 clusters Score -434151.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -435389.875000 Penalty: 9345.530273
	Iteration 4F: 3 clusters Score -435389.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -436071.875000 Penalty: 9345.530273
	Iteration 5Q: 3 clusters Score -436071.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -436374.000000 Penalty: 9345.530273
	Iteration 6Q: 3 clusters Score -436374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -436468.625000 Penalty: 9345.530273
	Iteration 7Q: 3 clusters Score -436468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -436477.375000 Penalty: 9345.530273
	Iteration 8Q: 3 clusters Score -436477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -436477.375000 Penalty: 9345.530273
	Iteration 9F: 3 clusters Score -436477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 30905 members 
Mstep: Class 6 contains 18755 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 26439 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 98747 members 
Mstep: Class 16 contains 141338 members 
Mstep: Class 17 contains 128154 members 
Mstep: Class 18 contains 104399 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 136318 members 
Mstep: Class 22 contains 74792 members 
Mstep: Class 23 contains 73317 members 
Mstep: Class 24 contains 67918 members 
Mstep: Class 25 contains 114683 members 
Mstep: Class 26 contains 1245 members 
Entering Unmasked Estep 
Score: -272245856.000000 Penalty: 223145.312500
Splitting cluster 8 changes total score from -272228864.000000 to -272245856.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (8014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Entering Unmasked Estep 
Score: -1772631.125000 Penalty: 5505.729004
	Iteration 0F: 2 clusters Score -1772631 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 4020 members 
Entering Unmasked Estep 
Score: -1763669.500000 Penalty: 11011.458008
	Iteration 0F: 3 clusters Score -1763670 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1765387.125000 Penalty: 11011.458008
	Iteration 1F: 3 clusters Score -1765387 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1765802.250000 Penalty: 11011.458008
	Iteration 2F: 3 clusters Score -1765802 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1766073.375000 Penalty: 11011.458008
	Iteration 3Q: 3 clusters Score -1766073 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1766257.250000 Penalty: 11011.458008
	Iteration 4Q: 3 clusters Score -1766257 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1766390.875000 Penalty: 11011.458008
	Iteration 5Q: 3 clusters Score -1766391 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1766483.625000 Penalty: 11011.458008
	Iteration 6Q: 3 clusters Score -1766484 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1766561.875000 Penalty: 11011.458008
	Iteration 7Q: 3 clusters Score -1766562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1766617.750000 Penalty: 11011.458008
	Iteration 8Q: 3 clusters Score -1766618 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1766666.625000 Penalty: 11011.458008
	Iteration 9Q: 3 clusters Score -1766667 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1766711.500000 Penalty: 11011.458008
	Iteration 10Q: 3 clusters Score -1766712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1766743.750000 Penalty: 11011.458008
	Iteration 11Q: 3 clusters Score -1766744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1766778.125000 Penalty: 11011.458008
	Iteration 12Q: 3 clusters Score -1766778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1766803.625000 Penalty: 11011.458008
	Iteration 13Q: 3 clusters Score -1766804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1766825.875000 Penalty: 11011.458008
	Iteration 14Q: 3 clusters Score -1766826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1766844.250000 Penalty: 11011.458008
	Iteration 15Q: 3 clusters Score -1766844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1766862.375000 Penalty: 11011.458008
	Iteration 16Q: 3 clusters Score -1766862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1766882.875000 Penalty: 11011.458008
	Iteration 17Q: 3 clusters Score -1766883 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1766902.375000 Penalty: 11011.458008
	Iteration 18Q: 3 clusters Score -1766902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1766925.250000 Penalty: 11011.458008
	Iteration 19Q: 3 clusters Score -1766925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1766944.375000 Penalty: 11011.458008
	Iteration 20F: 3 clusters Score -1766944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1766953.125000 Penalty: 11011.458008
	Iteration 21Q: 3 clusters Score -1766953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1766969.125000 Penalty: 11011.458008
	Iteration 22Q: 3 clusters Score -1766969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1766984.125000 Penalty: 11011.458008
	Iteration 23Q: 3 clusters Score -1766984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1766999.375000 Penalty: 11011.458008
	Iteration 24Q: 3 clusters Score -1766999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1767011.750000 Penalty: 11011.458008
	Iteration 25Q: 3 clusters Score -1767012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1767028.250000 Penalty: 11011.458008
	Iteration 26Q: 3 clusters Score -1767028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1767044.625000 Penalty: 11011.458008
	Iteration 27Q: 3 clusters Score -1767045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1767058.500000 Penalty: 11011.458008
	Iteration 28Q: 3 clusters Score -1767058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1767059.875000 Penalty: 11011.458008
	Iteration 29Q: 3 clusters Score -1767060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1767063.375000 Penalty: 11011.458008
	Iteration 30Q: 3 clusters Score -1767063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1767067.500000 Penalty: 11011.458008
	Iteration 31Q: 3 clusters Score -1767068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1767079.375000 Penalty: 11011.458008
	Iteration 32Q: 3 clusters Score -1767079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1767093.125000 Penalty: 11011.458008
	Iteration 33Q: 3 clusters Score -1767093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1767093.625000 Penalty: 11011.458008
	Iteration 34Q: 3 clusters Score -1767094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1767103.875000 Penalty: 11011.458008
	Iteration 35Q: 3 clusters Score -1767104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1767111.375000 Penalty: 11011.458008
	Iteration 36Q: 3 clusters Score -1767111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1767118.750000 Penalty: 11011.458008
	Iteration 37Q: 3 clusters Score -1767119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1767122.625000 Penalty: 11011.458008
	Iteration 38Q: 3 clusters Score -1767123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1767137.375000 Penalty: 11011.458008
	Iteration 39Q: 3 clusters Score -1767137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1767143.500000 Penalty: 11011.458008
	Iteration 40F: 3 clusters Score -1767144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1767145.875000 Penalty: 11011.458008
	Iteration 41Q: 3 clusters Score -1767146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1767157.625000 Penalty: 11011.458008
	Iteration 42Q: 3 clusters Score -1767158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1767164.125000 Penalty: 11011.458008
	Iteration 43Q: 3 clusters Score -1767164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1767171.500000 Penalty: 11011.458008
	Iteration 44Q: 3 clusters Score -1767172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1767178.000000 Penalty: 11011.458008
	Iteration 45Q: 3 clusters Score -1767178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1767187.875000 Penalty: 11011.458008
	Iteration 46Q: 3 clusters Score -1767188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1767198.375000 Penalty: 11011.458008
	Iteration 47Q: 3 clusters Score -1767198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1767206.125000 Penalty: 11011.458008
	Iteration 48Q: 3 clusters Score -1767206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1767219.625000 Penalty: 11011.458008
	Iteration 49Q: 3 clusters Score -1767220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1767232.375000 Penalty: 11011.458008
	Iteration 50Q: 3 clusters Score -1767232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1767243.250000 Penalty: 11011.458008
	Iteration 51Q: 3 clusters Score -1767243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1767259.000000 Penalty: 11011.458008
	Iteration 52Q: 3 clusters Score -1767259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1767274.625000 Penalty: 11011.458008
	Iteration 53Q: 3 clusters Score -1767275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1767288.375000 Penalty: 11011.458008
	Iteration 54Q: 3 clusters Score -1767288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1767303.000000 Penalty: 11011.458008
	Iteration 55Q: 3 clusters Score -1767303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1767316.625000 Penalty: 11011.458008
	Iteration 56Q: 3 clusters Score -1767317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1767326.750000 Penalty: 11011.458008
	Iteration 57Q: 3 clusters Score -1767327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1767349.375000 Penalty: 11011.458008
	Iteration 58Q: 3 clusters Score -1767349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1767371.250000 Penalty: 11011.458008
	Iteration 59Q: 3 clusters Score -1767371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1767399.250000 Penalty: 11011.458008
	Iteration 60F: 3 clusters Score -1767399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1767422.750000 Penalty: 11011.458008
	Iteration 61Q: 3 clusters Score -1767423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1767438.750000 Penalty: 11011.458008
	Iteration 62Q: 3 clusters Score -1767439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1767455.000000 Penalty: 11011.458008
	Iteration 63Q: 3 clusters Score -1767455 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1767473.000000 Penalty: 11011.458008
	Iteration 64Q: 3 clusters Score -1767473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1767496.875000 Penalty: 11011.458008
	Iteration 65Q: 3 clusters Score -1767497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1767518.625000 Penalty: 11011.458008
	Iteration 66Q: 3 clusters Score -1767519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1767546.750000 Penalty: 11011.458008
	Iteration 67Q: 3 clusters Score -1767547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1767564.750000 Penalty: 11011.458008
	Iteration 68Q: 3 clusters Score -1767565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1767592.000000 Penalty: 11011.458008
	Iteration 69Q: 3 clusters Score -1767592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1767622.375000 Penalty: 11011.458008
	Iteration 70Q: 3 clusters Score -1767622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1767660.750000 Penalty: 11011.458008
	Iteration 71Q: 3 clusters Score -1767661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1767693.375000 Penalty: 11011.458008
	Iteration 72Q: 3 clusters Score -1767693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1767737.000000 Penalty: 11011.458008
	Iteration 73Q: 3 clusters Score -1767737 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1767782.500000 Penalty: 11011.458008
	Iteration 74Q: 3 clusters Score -1767782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1767812.875000 Penalty: 11011.458008
	Iteration 75Q: 3 clusters Score -1767813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1767837.500000 Penalty: 11011.458008
	Iteration 76Q: 3 clusters Score -1767838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1767857.375000 Penalty: 11011.458008
	Iteration 77Q: 3 clusters Score -1767857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1767879.125000 Penalty: 11011.458008
	Iteration 78Q: 3 clusters Score -1767879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1767898.375000 Penalty: 11011.458008
	Iteration 79Q: 3 clusters Score -1767898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1767920.750000 Penalty: 11011.458008
	Iteration 80F: 3 clusters Score -1767921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1767932.125000 Penalty: 11011.458008
	Iteration 81Q: 3 clusters Score -1767932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1767948.750000 Penalty: 11011.458008
	Iteration 82Q: 3 clusters Score -1767949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1767964.250000 Penalty: 11011.458008
	Iteration 83Q: 3 clusters Score -1767964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1767977.500000 Penalty: 11011.458008
	Iteration 84Q: 3 clusters Score -1767978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1767986.750000 Penalty: 11011.458008
	Iteration 85Q: 3 clusters Score -1767987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1767995.000000 Penalty: 11011.458008
	Iteration 86Q: 3 clusters Score -1767995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1768003.500000 Penalty: 11011.458008
	Iteration 87Q: 3 clusters Score -1768004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1768020.250000 Penalty: 11011.458008
	Iteration 88Q: 3 clusters Score -1768020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1768027.000000 Penalty: 11011.458008
	Iteration 89Q: 3 clusters Score -1768027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1768032.750000 Penalty: 11011.458008
	Iteration 90Q: 3 clusters Score -1768033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1768048.750000 Penalty: 11011.458008
	Iteration 91Q: 3 clusters Score -1768049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1768053.125000 Penalty: 11011.458008
	Iteration 92Q: 3 clusters Score -1768053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1768052.000000 Penalty: 11011.458008
	Iteration 93Q: 3 clusters Score -1768052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1768055.875000 Penalty: 11011.458008
	Iteration 94Q: 3 clusters Score -1768056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1768064.750000 Penalty: 11011.458008
	Iteration 95Q: 3 clusters Score -1768065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1768069.625000 Penalty: 11011.458008
	Iteration 96Q: 3 clusters Score -1768070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1768072.250000 Penalty: 11011.458008
	Iteration 97Q: 3 clusters Score -1768072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1768075.125000 Penalty: 11011.458008
	Iteration 98Q: 3 clusters Score -1768075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1768085.375000 Penalty: 11011.458008
	Iteration 99Q: 3 clusters Score -1768085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1768094.375000 Penalty: 11011.458008
	Iteration 100F: 3 clusters Score -1768094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1768105.625000 Penalty: 11011.458008
	Iteration 101Q: 3 clusters Score -1768106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1768116.125000 Penalty: 11011.458008
	Iteration 102Q: 3 clusters Score -1768116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1768120.375000 Penalty: 11011.458008
	Iteration 103Q: 3 clusters Score -1768120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1768123.875000 Penalty: 11011.458008
	Iteration 104Q: 3 clusters Score -1768124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1768135.250000 Penalty: 11011.458008
	Iteration 105Q: 3 clusters Score -1768135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1768149.625000 Penalty: 11011.458008
	Iteration 106Q: 3 clusters Score -1768150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1768160.750000 Penalty: 11011.458008
	Iteration 107Q: 3 clusters Score -1768161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1768168.875000 Penalty: 11011.458008
	Iteration 108Q: 3 clusters Score -1768169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1768184.875000 Penalty: 11011.458008
	Iteration 109Q: 3 clusters Score -1768185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1768186.250000 Penalty: 11011.458008
	Iteration 110Q: 3 clusters Score -1768186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1768197.500000 Penalty: 11011.458008
	Iteration 111Q: 3 clusters Score -1768198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1768203.250000 Penalty: 11011.458008
	Iteration 112Q: 3 clusters Score -1768203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1768203.625000 Penalty: 11011.458008
	Iteration 113Q: 3 clusters Score -1768204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1768211.625000 Penalty: 11011.458008
	Iteration 114Q: 3 clusters Score -1768212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1768218.500000 Penalty: 11011.458008
	Iteration 115Q: 3 clusters Score -1768218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1768224.125000 Penalty: 11011.458008
	Iteration 116Q: 3 clusters Score -1768224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1768226.125000 Penalty: 11011.458008
	Iteration 117Q: 3 clusters Score -1768226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1768231.000000 Penalty: 11011.458008
	Iteration 118Q: 3 clusters Score -1768231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1768233.125000 Penalty: 11011.458008
	Iteration 119Q: 3 clusters Score -1768233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1768242.250000 Penalty: 11011.458008
	Iteration 120F: 3 clusters Score -1768242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1768239.375000 Penalty: 11011.458008
	Iteration 121Q: 3 clusters Score -1768239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1768239.000000 Penalty: 11011.458008
	Iteration 122Q: 3 clusters Score -1768239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1768240.500000 Penalty: 11011.458008
	Iteration 123Q: 3 clusters Score -1768240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1768239.625000 Penalty: 11011.458008
	Iteration 124Q: 3 clusters Score -1768240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1768239.625000 Penalty: 11011.458008
	Iteration 125F: 3 clusters Score -1768240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Entering Unmasked Estep 
Score: -6306173.000000 Penalty: 6297.699707
	Iteration 0F: 2 clusters Score -6306173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -6283938.000000 Penalty: 12595.399414
	Iteration 0F: 3 clusters Score -6283938 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -6290988.000000 Penalty: 12595.399414
	Iteration 1F: 3 clusters Score -6290988 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -6293120.500000 Penalty: 12595.399414
	Iteration 2F: 3 clusters Score -6293120 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -6296109.500000 Penalty: 12595.399414
	Iteration 3F: 3 clusters Score -6296110 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -6299117.500000 Penalty: 12595.399414
	Iteration 4F: 3 clusters Score -6299118 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -6301335.000000 Penalty: 12595.399414
	Iteration 5F: 3 clusters Score -6301335 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -6302432.500000 Penalty: 12595.399414
	Iteration 6F: 3 clusters Score -6302432 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -6302926.500000 Penalty: 12595.399414
	Iteration 7Q: 3 clusters Score -6302926 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -6303172.000000 Penalty: 12595.399414
	Iteration 8Q: 3 clusters Score -6303172 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -6303283.000000 Penalty: 12595.399414
	Iteration 9Q: 3 clusters Score -6303283 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -6303357.000000 Penalty: 12595.399414
	Iteration 10Q: 3 clusters Score -6303357 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -6303414.000000 Penalty: 12595.399414
	Iteration 11Q: 3 clusters Score -6303414 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -6303458.500000 Penalty: 12595.399414
	Iteration 12Q: 3 clusters Score -6303458 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -6303517.500000 Penalty: 12595.399414
	Iteration 13Q: 3 clusters Score -6303518 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -6303531.000000 Penalty: 12595.399414
	Iteration 14Q: 3 clusters Score -6303531 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -6303576.500000 Penalty: 12595.399414
	Iteration 15Q: 3 clusters Score -6303576 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -6303608.500000 Penalty: 12595.399414
	Iteration 16Q: 3 clusters Score -6303608 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -6303618.000000 Penalty: 12595.399414
	Iteration 17Q: 3 clusters Score -6303618 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -6303677.000000 Penalty: 12595.399414
	Iteration 18Q: 3 clusters Score -6303677 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -6303734.000000 Penalty: 12595.399414
	Iteration 19Q: 3 clusters Score -6303734 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -6303782.000000 Penalty: 12595.399414
	Iteration 20F: 3 clusters Score -6303782 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -6303866.000000 Penalty: 12595.399414
	Iteration 21Q: 3 clusters Score -6303866 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -6303910.000000 Penalty: 12595.399414
	Iteration 22Q: 3 clusters Score -6303910 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -6303996.000000 Penalty: 12595.399414
	Iteration 23Q: 3 clusters Score -6303996 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -6304084.500000 Penalty: 12595.399414
	Iteration 24Q: 3 clusters Score -6304084 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -6304190.500000 Penalty: 12595.399414
	Iteration 25Q: 3 clusters Score -6304190 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -6304300.500000 Penalty: 12595.399414
	Iteration 26Q: 3 clusters Score -6304300 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -6304407.000000 Penalty: 12595.399414
	Iteration 27Q: 3 clusters Score -6304407 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -6304439.500000 Penalty: 12595.399414
	Iteration 28Q: 3 clusters Score -6304440 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -6304529.500000 Penalty: 12595.399414
	Iteration 29Q: 3 clusters Score -6304530 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -6304626.000000 Penalty: 12595.399414
	Iteration 30Q: 3 clusters Score -6304626 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -6304704.500000 Penalty: 12595.399414
	Iteration 31Q: 3 clusters Score -6304704 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -6304756.500000 Penalty: 12595.399414
	Iteration 32Q: 3 clusters Score -6304756 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -6304831.000000 Penalty: 12595.399414
	Iteration 33Q: 3 clusters Score -6304831 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -6304881.000000 Penalty: 12595.399414
	Iteration 34Q: 3 clusters Score -6304881 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -6304945.000000 Penalty: 12595.399414
	Iteration 35Q: 3 clusters Score -6304945 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -6304963.500000 Penalty: 12595.399414
	Iteration 36Q: 3 clusters Score -6304964 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -6304990.500000 Penalty: 12595.399414
	Iteration 37Q: 3 clusters Score -6304990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -6304994.500000 Penalty: 12595.399414
	Iteration 38Q: 3 clusters Score -6304994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -6305016.500000 Penalty: 12595.399414
	Iteration 39Q: 3 clusters Score -6305016 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -6305053.500000 Penalty: 12595.399414
	Iteration 40F: 3 clusters Score -6305054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -6305065.500000 Penalty: 12595.399414
	Iteration 41Q: 3 clusters Score -6305066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -6305079.000000 Penalty: 12595.399414
	Iteration 42Q: 3 clusters Score -6305079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -6305104.500000 Penalty: 12595.399414
	Iteration 43Q: 3 clusters Score -6305104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -6305096.500000 Penalty: 12595.399414
	Iteration 44Q: 3 clusters Score -6305096 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -6305138.000000 Penalty: 12595.399414
	Iteration 45Q: 3 clusters Score -6305138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -6305132.000000 Penalty: 12595.399414
	Iteration 46Q: 3 clusters Score -6305132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -6305156.000000 Penalty: 12595.399414
	Iteration 47Q: 3 clusters Score -6305156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -6305172.000000 Penalty: 12595.399414
	Iteration 48Q: 3 clusters Score -6305172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -6305182.000000 Penalty: 12595.399414
	Iteration 49Q: 3 clusters Score -6305182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -6305207.000000 Penalty: 12595.399414
	Iteration 50Q: 3 clusters Score -6305207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -6305202.500000 Penalty: 12595.399414
	Iteration 51Q: 3 clusters Score -6305202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -6305211.000000 Penalty: 12595.399414
	Iteration 52Q: 3 clusters Score -6305211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -6305200.000000 Penalty: 12595.399414
	Iteration 53Q: 3 clusters Score -6305200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -6305221.000000 Penalty: 12595.399414
	Iteration 54Q: 3 clusters Score -6305221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -6305245.000000 Penalty: 12595.399414
	Iteration 55Q: 3 clusters Score -6305245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -6305248.000000 Penalty: 12595.399414
	Iteration 56Q: 3 clusters Score -6305248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -6305249.500000 Penalty: 12595.399414
	Iteration 57Q: 3 clusters Score -6305250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -6305254.500000 Penalty: 12595.399414
	Iteration 58Q: 3 clusters Score -6305254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -6305269.500000 Penalty: 12595.399414
	Iteration 59Q: 3 clusters Score -6305270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -6305280.000000 Penalty: 12595.399414
	Iteration 60F: 3 clusters Score -6305280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -6305272.500000 Penalty: 12595.399414
	Iteration 61Q: 3 clusters Score -6305272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -6305276.000000 Penalty: 12595.399414
	Iteration 62Q: 3 clusters Score -6305276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -6305279.000000 Penalty: 12595.399414
	Iteration 63Q: 3 clusters Score -6305279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -6305270.500000 Penalty: 12595.399414
	Iteration 64Q: 3 clusters Score -6305270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -6305278.000000 Penalty: 12595.399414
	Iteration 65Q: 3 clusters Score -6305278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -6305270.500000 Penalty: 12595.399414
	Iteration 66Q: 3 clusters Score -6305270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -6305283.500000 Penalty: 12595.399414
	Iteration 67Q: 3 clusters Score -6305284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -6305281.000000 Penalty: 12595.399414
	Iteration 68Q: 3 clusters Score -6305281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -6305284.500000 Penalty: 12595.399414
	Iteration 69Q: 3 clusters Score -6305284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -6305283.000000 Penalty: 12595.399414
	Iteration 70Q: 3 clusters Score -6305283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -6305299.000000 Penalty: 12595.399414
	Iteration 71Q: 3 clusters Score -6305299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -6305287.500000 Penalty: 12595.399414
	Iteration 72Q: 3 clusters Score -6305288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -6305285.500000 Penalty: 12595.399414
	Iteration 73Q: 3 clusters Score -6305286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -6305282.000000 Penalty: 12595.399414
	Iteration 74Q: 3 clusters Score -6305282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -6305287.000000 Penalty: 12595.399414
	Iteration 75Q: 3 clusters Score -6305287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -6305288.000000 Penalty: 12595.399414
	Iteration 76Q: 3 clusters Score -6305288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -6305288.000000 Penalty: 12595.399414
	Iteration 77F: 3 clusters Score -6305288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Entering Unmasked Estep 
Score: -4423149.000000 Penalty: 6043.429199
	Iteration 0F: 2 clusters Score -4423149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -4407002.500000 Penalty: 12086.858398
	Iteration 0F: 3 clusters Score -4407002 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4411159.000000 Penalty: 12086.858398
	Iteration 1F: 3 clusters Score -4411159 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -4411763.000000 Penalty: 12086.858398
	Iteration 2F: 3 clusters Score -4411763 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -4412185.000000 Penalty: 12086.858398
	Iteration 3Q: 3 clusters Score -4412185 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4412496.000000 Penalty: 12086.858398
	Iteration 4Q: 3 clusters Score -4412496 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -4412707.000000 Penalty: 12086.858398
	Iteration 5Q: 3 clusters Score -4412707 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -4412931.500000 Penalty: 12086.858398
	Iteration 6Q: 3 clusters Score -4412932 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -4413072.000000 Penalty: 12086.858398
	Iteration 7Q: 3 clusters Score -4413072 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -4413213.500000 Penalty: 12086.858398
	Iteration 8Q: 3 clusters Score -4413214 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -4413297.000000 Penalty: 12086.858398
	Iteration 9Q: 3 clusters Score -4413297 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -4413389.000000 Penalty: 12086.858398
	Iteration 10Q: 3 clusters Score -4413389 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -4413471.500000 Penalty: 12086.858398
	Iteration 11Q: 3 clusters Score -4413472 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -4413532.000000 Penalty: 12086.858398
	Iteration 12Q: 3 clusters Score -4413532 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -4413601.000000 Penalty: 12086.858398
	Iteration 13Q: 3 clusters Score -4413601 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -4413650.000000 Penalty: 12086.858398
	Iteration 14Q: 3 clusters Score -4413650 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -4413736.500000 Penalty: 12086.858398
	Iteration 15Q: 3 clusters Score -4413736 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -4413794.000000 Penalty: 12086.858398
	Iteration 16Q: 3 clusters Score -4413794 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -4413859.000000 Penalty: 12086.858398
	Iteration 17Q: 3 clusters Score -4413859 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -4413893.500000 Penalty: 12086.858398
	Iteration 18Q: 3 clusters Score -4413894 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -4413966.500000 Penalty: 12086.858398
	Iteration 19Q: 3 clusters Score -4413966 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -4414014.500000 Penalty: 12086.858398
	Iteration 20F: 3 clusters Score -4414014 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -4414071.000000 Penalty: 12086.858398
	Iteration 21Q: 3 clusters Score -4414071 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4414127.500000 Penalty: 12086.858398
	Iteration 22Q: 3 clusters Score -4414128 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -4414168.000000 Penalty: 12086.858398
	Iteration 23Q: 3 clusters Score -4414168 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -4414221.000000 Penalty: 12086.858398
	Iteration 24Q: 3 clusters Score -4414221 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -4414282.000000 Penalty: 12086.858398
	Iteration 25Q: 3 clusters Score -4414282 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -4414352.000000 Penalty: 12086.858398
	Iteration 26Q: 3 clusters Score -4414352 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -4414421.000000 Penalty: 12086.858398
	Iteration 27Q: 3 clusters Score -4414421 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4414491.000000 Penalty: 12086.858398
	Iteration 28Q: 3 clusters Score -4414491 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -4414575.000000 Penalty: 12086.858398
	Iteration 29Q: 3 clusters Score -4414575 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -4414638.000000 Penalty: 12086.858398
	Iteration 30Q: 3 clusters Score -4414638 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -4414719.500000 Penalty: 12086.858398
	Iteration 31Q: 3 clusters Score -4414720 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -4414818.000000 Penalty: 12086.858398
	Iteration 32Q: 3 clusters Score -4414818 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -4414904.000000 Penalty: 12086.858398
	Iteration 33Q: 3 clusters Score -4414904 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -4414995.000000 Penalty: 12086.858398
	Iteration 34Q: 3 clusters Score -4414995 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4415084.500000 Penalty: 12086.858398
	Iteration 35Q: 3 clusters Score -4415084 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -4415182.000000 Penalty: 12086.858398
	Iteration 36Q: 3 clusters Score -4415182 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -4415285.500000 Penalty: 12086.858398
	Iteration 37Q: 3 clusters Score -4415286 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -4415415.000000 Penalty: 12086.858398
	Iteration 38Q: 3 clusters Score -4415415 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -4415546.000000 Penalty: 12086.858398
	Iteration 39Q: 3 clusters Score -4415546 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -4415653.500000 Penalty: 12086.858398
	Iteration 40F: 3 clusters Score -4415654 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4415753.500000 Penalty: 12086.858398
	Iteration 41Q: 3 clusters Score -4415754 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -4415861.500000 Penalty: 12086.858398
	Iteration 42Q: 3 clusters Score -4415862 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -4415969.500000 Penalty: 12086.858398
	Iteration 43Q: 3 clusters Score -4415970 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4416070.000000 Penalty: 12086.858398
	Iteration 44Q: 3 clusters Score -4416070 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -4416159.500000 Penalty: 12086.858398
	Iteration 45Q: 3 clusters Score -4416160 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -4416237.000000 Penalty: 12086.858398
	Iteration 46Q: 3 clusters Score -4416237 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -4416301.500000 Penalty: 12086.858398
	Iteration 47Q: 3 clusters Score -4416302 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -4416378.500000 Penalty: 12086.858398
	Iteration 48Q: 3 clusters Score -4416378 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -4416456.500000 Penalty: 12086.858398
	Iteration 49Q: 3 clusters Score -4416456 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4416511.500000 Penalty: 12086.858398
	Iteration 50Q: 3 clusters Score -4416512 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4416578.500000 Penalty: 12086.858398
	Iteration 51Q: 3 clusters Score -4416578 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4416666.000000 Penalty: 12086.858398
	Iteration 52Q: 3 clusters Score -4416666 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4416730.000000 Penalty: 12086.858398
	Iteration 53Q: 3 clusters Score -4416730 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4416812.500000 Penalty: 12086.858398
	Iteration 54Q: 3 clusters Score -4416812 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4416870.000000 Penalty: 12086.858398
	Iteration 55Q: 3 clusters Score -4416870 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4416931.500000 Penalty: 12086.858398
	Iteration 56Q: 3 clusters Score -4416932 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4416999.500000 Penalty: 12086.858398
	Iteration 57Q: 3 clusters Score -4417000 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4417061.000000 Penalty: 12086.858398
	Iteration 58Q: 3 clusters Score -4417061 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4417123.500000 Penalty: 12086.858398
	Iteration 59Q: 3 clusters Score -4417124 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4417159.000000 Penalty: 12086.858398
	Iteration 60F: 3 clusters Score -4417159 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4417213.500000 Penalty: 12086.858398
	Iteration 61Q: 3 clusters Score -4417214 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4417260.000000 Penalty: 12086.858398
	Iteration 62Q: 3 clusters Score -4417260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4417319.500000 Penalty: 12086.858398
	Iteration 63Q: 3 clusters Score -4417320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4417372.000000 Penalty: 12086.858398
	Iteration 64Q: 3 clusters Score -4417372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4417409.500000 Penalty: 12086.858398
	Iteration 65Q: 3 clusters Score -4417410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4417441.500000 Penalty: 12086.858398
	Iteration 66Q: 3 clusters Score -4417442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4417457.500000 Penalty: 12086.858398
	Iteration 67Q: 3 clusters Score -4417458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4417473.500000 Penalty: 12086.858398
	Iteration 68Q: 3 clusters Score -4417474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4417484.000000 Penalty: 12086.858398
	Iteration 69Q: 3 clusters Score -4417484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4417495.500000 Penalty: 12086.858398
	Iteration 70Q: 3 clusters Score -4417496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4417499.500000 Penalty: 12086.858398
	Iteration 71Q: 3 clusters Score -4417500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4417510.000000 Penalty: 12086.858398
	Iteration 72Q: 3 clusters Score -4417510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4417519.000000 Penalty: 12086.858398
	Iteration 73Q: 3 clusters Score -4417519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4417530.000000 Penalty: 12086.858398
	Iteration 74Q: 3 clusters Score -4417530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4417550.000000 Penalty: 12086.858398
	Iteration 75Q: 3 clusters Score -4417550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4417561.500000 Penalty: 12086.858398
	Iteration 76Q: 3 clusters Score -4417562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4417566.500000 Penalty: 12086.858398
	Iteration 77Q: 3 clusters Score -4417566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4417581.500000 Penalty: 12086.858398
	Iteration 78Q: 3 clusters Score -4417582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4417585.500000 Penalty: 12086.858398
	Iteration 79Q: 3 clusters Score -4417586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4417583.500000 Penalty: 12086.858398
	Iteration 80F: 3 clusters Score -4417584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4417588.000000 Penalty: 12086.858398
	Iteration 81Q: 3 clusters Score -4417588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4417591.500000 Penalty: 12086.858398
	Iteration 82Q: 3 clusters Score -4417592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4417593.000000 Penalty: 12086.858398
	Iteration 83Q: 3 clusters Score -4417593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4417597.000000 Penalty: 12086.858398
	Iteration 84Q: 3 clusters Score -4417597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4417601.500000 Penalty: 12086.858398
	Iteration 85Q: 3 clusters Score -4417602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4417595.500000 Penalty: 12086.858398
	Iteration 86Q: 3 clusters Score -4417596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4417599.000000 Penalty: 12086.858398
	Iteration 87Q: 3 clusters Score -4417599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4417597.000000 Penalty: 12086.858398
	Iteration 88Q: 3 clusters Score -4417597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4417589.500000 Penalty: 12086.858398
	Iteration 89Q: 3 clusters Score -4417590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4417594.500000 Penalty: 12086.858398
	Iteration 90Q: 3 clusters Score -4417594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4417597.000000 Penalty: 12086.858398
	Iteration 91Q: 3 clusters Score -4417597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4417598.500000 Penalty: 12086.858398
	Iteration 92Q: 3 clusters Score -4417598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4417595.500000 Penalty: 12086.858398
	Iteration 93Q: 3 clusters Score -4417596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4417596.500000 Penalty: 12086.858398
	Iteration 94Q: 3 clusters Score -4417596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4417596.500000 Penalty: 12086.858398
	Iteration 95F: 3 clusters Score -4417596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Entering Unmasked Estep 
Score: -2332581.250000 Penalty: 5685.971680
	Iteration 0F: 2 clusters Score -2332581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2322027.000000 Penalty: 11371.943359
	Iteration 0F: 3 clusters Score -2322027 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2324560.000000 Penalty: 11371.943359
	Iteration 1F: 3 clusters Score -2324560 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2325322.750000 Penalty: 11371.943359
	Iteration 2F: 3 clusters Score -2325323 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2325824.750000 Penalty: 11371.943359
	Iteration 3F: 3 clusters Score -2325825 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2326213.500000 Penalty: 11371.943359
	Iteration 4Q: 3 clusters Score -2326214 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2326520.250000 Penalty: 11371.943359
	Iteration 5Q: 3 clusters Score -2326520 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2326823.250000 Penalty: 11371.943359
	Iteration 6Q: 3 clusters Score -2326823 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2327101.500000 Penalty: 11371.943359
	Iteration 7Q: 3 clusters Score -2327102 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2327286.750000 Penalty: 11371.943359
	Iteration 8Q: 3 clusters Score -2327287 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2327459.500000 Penalty: 11371.943359
	Iteration 9Q: 3 clusters Score -2327460 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2327601.000000 Penalty: 11371.943359
	Iteration 10Q: 3 clusters Score -2327601 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2327742.500000 Penalty: 11371.943359
	Iteration 11Q: 3 clusters Score -2327742 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2327865.750000 Penalty: 11371.943359
	Iteration 12Q: 3 clusters Score -2327866 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2328001.500000 Penalty: 11371.943359
	Iteration 13Q: 3 clusters Score -2328002 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2328121.500000 Penalty: 11371.943359
	Iteration 14Q: 3 clusters Score -2328122 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2328210.250000 Penalty: 11371.943359
	Iteration 15Q: 3 clusters Score -2328210 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2328329.250000 Penalty: 11371.943359
	Iteration 16Q: 3 clusters Score -2328329 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2328427.500000 Penalty: 11371.943359
	Iteration 17Q: 3 clusters Score -2328428 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2328512.750000 Penalty: 11371.943359
	Iteration 18Q: 3 clusters Score -2328513 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2328572.750000 Penalty: 11371.943359
	Iteration 19Q: 3 clusters Score -2328573 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2328652.750000 Penalty: 11371.943359
	Iteration 20F: 3 clusters Score -2328653 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2328714.250000 Penalty: 11371.943359
	Iteration 21Q: 3 clusters Score -2328714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2328755.750000 Penalty: 11371.943359
	Iteration 22Q: 3 clusters Score -2328756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2328777.750000 Penalty: 11371.943359
	Iteration 23Q: 3 clusters Score -2328778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2328812.000000 Penalty: 11371.943359
	Iteration 24Q: 3 clusters Score -2328812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2328830.250000 Penalty: 11371.943359
	Iteration 25Q: 3 clusters Score -2328830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2328846.750000 Penalty: 11371.943359
	Iteration 26Q: 3 clusters Score -2328847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2328874.250000 Penalty: 11371.943359
	Iteration 27Q: 3 clusters Score -2328874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2328895.250000 Penalty: 11371.943359
	Iteration 28Q: 3 clusters Score -2328895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2328918.000000 Penalty: 11371.943359
	Iteration 29Q: 3 clusters Score -2328918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2328947.250000 Penalty: 11371.943359
	Iteration 30Q: 3 clusters Score -2328947 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2328965.250000 Penalty: 11371.943359
	Iteration 31Q: 3 clusters Score -2328965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2328991.750000 Penalty: 11371.943359
	Iteration 32Q: 3 clusters Score -2328992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2329018.250000 Penalty: 11371.943359
	Iteration 33Q: 3 clusters Score -2329018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2329029.750000 Penalty: 11371.943359
	Iteration 34Q: 3 clusters Score -2329030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2329041.750000 Penalty: 11371.943359
	Iteration 35Q: 3 clusters Score -2329042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2329055.000000 Penalty: 11371.943359
	Iteration 36Q: 3 clusters Score -2329055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2329061.250000 Penalty: 11371.943359
	Iteration 37Q: 3 clusters Score -2329061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2329069.500000 Penalty: 11371.943359
	Iteration 38Q: 3 clusters Score -2329070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2329082.500000 Penalty: 11371.943359
	Iteration 39Q: 3 clusters Score -2329082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2329095.500000 Penalty: 11371.943359
	Iteration 40F: 3 clusters Score -2329096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2329101.750000 Penalty: 11371.943359
	Iteration 41Q: 3 clusters Score -2329102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2329115.500000 Penalty: 11371.943359
	Iteration 42Q: 3 clusters Score -2329116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2329119.000000 Penalty: 11371.943359
	Iteration 43Q: 3 clusters Score -2329119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2329134.500000 Penalty: 11371.943359
	Iteration 44Q: 3 clusters Score -2329134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2329144.250000 Penalty: 11371.943359
	Iteration 45Q: 3 clusters Score -2329144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2329148.000000 Penalty: 11371.943359
	Iteration 46Q: 3 clusters Score -2329148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2329157.000000 Penalty: 11371.943359
	Iteration 47Q: 3 clusters Score -2329157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2329161.500000 Penalty: 11371.943359
	Iteration 48Q: 3 clusters Score -2329162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2329173.500000 Penalty: 11371.943359
	Iteration 49Q: 3 clusters Score -2329174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2329171.500000 Penalty: 11371.943359
	Iteration 50Q: 3 clusters Score -2329172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2329197.500000 Penalty: 11371.943359
	Iteration 51Q: 3 clusters Score -2329198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2329200.750000 Penalty: 11371.943359
	Iteration 52Q: 3 clusters Score -2329201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2329211.500000 Penalty: 11371.943359
	Iteration 53Q: 3 clusters Score -2329212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2329214.750000 Penalty: 11371.943359
	Iteration 54Q: 3 clusters Score -2329215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2329225.000000 Penalty: 11371.943359
	Iteration 55Q: 3 clusters Score -2329225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2329230.500000 Penalty: 11371.943359
	Iteration 56Q: 3 clusters Score -2329230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2329233.250000 Penalty: 11371.943359
	Iteration 57Q: 3 clusters Score -2329233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2329235.250000 Penalty: 11371.943359
	Iteration 58Q: 3 clusters Score -2329235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2329234.000000 Penalty: 11371.943359
	Iteration 59Q: 3 clusters Score -2329234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2329237.500000 Penalty: 11371.943359
	Iteration 60F: 3 clusters Score -2329238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2329241.750000 Penalty: 11371.943359
	Iteration 61Q: 3 clusters Score -2329242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2329248.500000 Penalty: 11371.943359
	Iteration 62Q: 3 clusters Score -2329248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2329247.000000 Penalty: 11371.943359
	Iteration 63Q: 3 clusters Score -2329247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2329249.000000 Penalty: 11371.943359
	Iteration 64Q: 3 clusters Score -2329249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2329250.750000 Penalty: 11371.943359
	Iteration 65Q: 3 clusters Score -2329251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2329250.750000 Penalty: 11371.943359
	Iteration 66F: 3 clusters Score -2329251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Entering Unmasked Estep 
Score: -5957333.000000 Penalty: 6236.839355
	Iteration 0F: 2 clusters Score -5957333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -5936834.000000 Penalty: 12473.678711
	Iteration 0F: 3 clusters Score -5936834 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -5942623.000000 Penalty: 12473.678711
	Iteration 1F: 3 clusters Score -5942623 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -5943301.500000 Penalty: 12473.678711
	Iteration 2F: 3 clusters Score -5943302 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -5943804.000000 Penalty: 12473.678711
	Iteration 3Q: 3 clusters Score -5943804 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -5944194.000000 Penalty: 12473.678711
	Iteration 4Q: 3 clusters Score -5944194 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -5944533.500000 Penalty: 12473.678711
	Iteration 5Q: 3 clusters Score -5944534 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -5944924.500000 Penalty: 12473.678711
	Iteration 6Q: 3 clusters Score -5944924 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -5945301.500000 Penalty: 12473.678711
	Iteration 7Q: 3 clusters Score -5945302 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -5945792.000000 Penalty: 12473.678711
	Iteration 8Q: 3 clusters Score -5945792 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -5946331.500000 Penalty: 12473.678711
	Iteration 9Q: 3 clusters Score -5946332 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -5947014.500000 Penalty: 12473.678711
	Iteration 10Q: 3 clusters Score -5947014 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -5947789.000000 Penalty: 12473.678711
	Iteration 11Q: 3 clusters Score -5947789 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -5948489.500000 Penalty: 12473.678711
	Iteration 12Q: 3 clusters Score -5948490 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -5949114.500000 Penalty: 12473.678711
	Iteration 13Q: 3 clusters Score -5949114 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -5949676.000000 Penalty: 12473.678711
	Iteration 14Q: 3 clusters Score -5949676 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -5950179.000000 Penalty: 12473.678711
	Iteration 15Q: 3 clusters Score -5950179 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -5950694.500000 Penalty: 12473.678711
	Iteration 16Q: 3 clusters Score -5950694 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -5951134.500000 Penalty: 12473.678711
	Iteration 17Q: 3 clusters Score -5951134 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -5951472.000000 Penalty: 12473.678711
	Iteration 18Q: 3 clusters Score -5951472 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -5951753.000000 Penalty: 12473.678711
	Iteration 19Q: 3 clusters Score -5951753 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -5951946.000000 Penalty: 12473.678711
	Iteration 20F: 3 clusters Score -5951946 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -5952090.000000 Penalty: 12473.678711
	Iteration 21Q: 3 clusters Score -5952090 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -5952253.500000 Penalty: 12473.678711
	Iteration 22Q: 3 clusters Score -5952254 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -5952379.500000 Penalty: 12473.678711
	Iteration 23Q: 3 clusters Score -5952380 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -5952510.000000 Penalty: 12473.678711
	Iteration 24Q: 3 clusters Score -5952510 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -5952628.000000 Penalty: 12473.678711
	Iteration 25Q: 3 clusters Score -5952628 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5952749.000000 Penalty: 12473.678711
	Iteration 26Q: 3 clusters Score -5952749 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -5952839.500000 Penalty: 12473.678711
	Iteration 27Q: 3 clusters Score -5952840 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -5952896.500000 Penalty: 12473.678711
	Iteration 28Q: 3 clusters Score -5952896 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -5952957.000000 Penalty: 12473.678711
	Iteration 29Q: 3 clusters Score -5952957 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -5953011.000000 Penalty: 12473.678711
	Iteration 30Q: 3 clusters Score -5953011 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5953060.500000 Penalty: 12473.678711
	Iteration 31Q: 3 clusters Score -5953060 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -5953122.500000 Penalty: 12473.678711
	Iteration 32Q: 3 clusters Score -5953122 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -5953176.000000 Penalty: 12473.678711
	Iteration 33Q: 3 clusters Score -5953176 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -5953214.000000 Penalty: 12473.678711
	Iteration 34Q: 3 clusters Score -5953214 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -5953231.000000 Penalty: 12473.678711
	Iteration 35Q: 3 clusters Score -5953231 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -5953247.500000 Penalty: 12473.678711
	Iteration 36Q: 3 clusters Score -5953248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -5953260.500000 Penalty: 12473.678711
	Iteration 37Q: 3 clusters Score -5953260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -5953306.000000 Penalty: 12473.678711
	Iteration 38Q: 3 clusters Score -5953306 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5953327 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5953331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5953334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5953354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5953364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5953380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5953388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5953396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -5953403.000000 Penalty: 12473.678711
	Iteration 47Q: 3 clusters Score -5953403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5953399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5953407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -5953404.500000 Penalty: 12473.678711
	Iteration 50Q: 3 clusters Score -5953404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -5953412.000000 Penalty: 12473.678711
	Iteration 51Q: 3 clusters Score -5953412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5953412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5953404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5953416.000000 Penalty: 12473.678711
	Iteration 54Q: 3 clusters Score -5953416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5953426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5953436.500000 Penalty: 12473.678711
	Iteration 56Q: 3 clusters Score -5953436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5953434.000000 Penalty: 12473.678711
	Iteration 57Q: 3 clusters Score -5953434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5953436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5953431.500000 Penalty: 12473.678711
	Iteration 59Q: 3 clusters Score -5953432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -5953441.500000 Penalty: 12473.678711
	Iteration 60F: 3 clusters Score -5953442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -5953440.000000 Penalty: 12473.678711
	Iteration 61Q: 3 clusters Score -5953440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5953446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -5953452.500000 Penalty: 12473.678711
	Iteration 63Q: 3 clusters Score -5953452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5953458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5953456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5953440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5953450 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5953450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5953446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5953455 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5953456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5953472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5953471 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5953482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5953484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5953508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5953502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5953514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5953526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5953530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5953540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5953548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5953545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5953551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5953546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5953555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5953556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5953563 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5953572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5953606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5953605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5953610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5953624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5953624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5953634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5953645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5953650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5953652 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5953672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5953665.500000 Penalty: 12473.678711
	Iteration 100F: 3 clusters Score -5953666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -5953689.000000 Penalty: 12473.678711
	Iteration 101Q: 3 clusters Score -5953689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -5953679.000000 Penalty: 12473.678711
	Iteration 102Q: 3 clusters Score -5953679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -5953691.000000 Penalty: 12473.678711
	Iteration 103Q: 3 clusters Score -5953691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -5953706.000000 Penalty: 12473.678711
	Iteration 104Q: 3 clusters Score -5953706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -5953711.500000 Penalty: 12473.678711
	Iteration 105Q: 3 clusters Score -5953712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -5953715.000000 Penalty: 12473.678711
	Iteration 106Q: 3 clusters Score -5953715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -5953734.500000 Penalty: 12473.678711
	Iteration 107Q: 3 clusters Score -5953734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -5953722.500000 Penalty: 12473.678711
	Iteration 108Q: 3 clusters Score -5953722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -5953739.500000 Penalty: 12473.678711
	Iteration 109Q: 3 clusters Score -5953740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -5953746.000000 Penalty: 12473.678711
	Iteration 110Q: 3 clusters Score -5953746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -5953761.000000 Penalty: 12473.678711
	Iteration 111Q: 3 clusters Score -5953761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -5953754.500000 Penalty: 12473.678711
	Iteration 112Q: 3 clusters Score -5953754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5953758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -5953785.000000 Penalty: 12473.678711
	Iteration 114Q: 3 clusters Score -5953785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5953794.500000 Penalty: 12473.678711
	Iteration 115Q: 3 clusters Score -5953794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5953804.000000 Penalty: 12473.678711
	Iteration 116Q: 3 clusters Score -5953804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -5953813.500000 Penalty: 12473.678711
	Iteration 117Q: 3 clusters Score -5953814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -5953815.000000 Penalty: 12473.678711
	Iteration 118Q: 3 clusters Score -5953815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -5953823.000000 Penalty: 12473.678711
	Iteration 119Q: 3 clusters Score -5953823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -5953812.000000 Penalty: 12473.678711
	Iteration 120F: 3 clusters Score -5953812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -5953817.500000 Penalty: 12473.678711
	Iteration 121Q: 3 clusters Score -5953818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -5953822.500000 Penalty: 12473.678711
	Iteration 122Q: 3 clusters Score -5953822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -5953824.500000 Penalty: 12473.678711
	Iteration 123Q: 3 clusters Score -5953824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -5953832.500000 Penalty: 12473.678711
	Iteration 124Q: 3 clusters Score -5953832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -5953824.500000 Penalty: 12473.678711
	Iteration 125Q: 3 clusters Score -5953824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -5953838.500000 Penalty: 12473.678711
	Iteration 126Q: 3 clusters Score -5953838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -5953849.500000 Penalty: 12473.678711
	Iteration 127Q: 3 clusters Score -5953850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -5953856.000000 Penalty: 12473.678711
	Iteration 128Q: 3 clusters Score -5953856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5953857.500000 Penalty: 12473.678711
	Iteration 129Q: 3 clusters Score -5953858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5953863.500000 Penalty: 12473.678711
	Iteration 130Q: 3 clusters Score -5953864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -5953866.500000 Penalty: 12473.678711
	Iteration 131Q: 3 clusters Score -5953866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -5953873.500000 Penalty: 12473.678711
	Iteration 132Q: 3 clusters Score -5953874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -5953881.500000 Penalty: 12473.678711
	Iteration 133Q: 3 clusters Score -5953882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -5953895.500000 Penalty: 12473.678711
	Iteration 134Q: 3 clusters Score -5953896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -5953908.500000 Penalty: 12473.678711
	Iteration 135Q: 3 clusters Score -5953908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -5953915.500000 Penalty: 12473.678711
	Iteration 136Q: 3 clusters Score -5953916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -5953938.500000 Penalty: 12473.678711
	Iteration 137Q: 3 clusters Score -5953938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -5953936.500000 Penalty: 12473.678711
	Iteration 138Q: 3 clusters Score -5953936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -5953961.000000 Penalty: 12473.678711
	Iteration 139Q: 3 clusters Score -5953961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -5953980.000000 Penalty: 12473.678711
	Iteration 140F: 3 clusters Score -5953980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5953985.000000 Penalty: 12473.678711
	Iteration 141Q: 3 clusters Score -5953985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -5953992.000000 Penalty: 12473.678711
	Iteration 142Q: 3 clusters Score -5953992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5954001.000000 Penalty: 12473.678711
	Iteration 143Q: 3 clusters Score -5954001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -5954032.000000 Penalty: 12473.678711
	Iteration 144Q: 3 clusters Score -5954032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -5954020.500000 Penalty: 12473.678711
	Iteration 145Q: 3 clusters Score -5954020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5954024.000000 Penalty: 12473.678711
	Iteration 146Q: 3 clusters Score -5954024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -5954027.500000 Penalty: 12473.678711
	Iteration 147Q: 3 clusters Score -5954028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -5954031.000000 Penalty: 12473.678711
	Iteration 148Q: 3 clusters Score -5954031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5954048.000000 Penalty: 12473.678711
	Iteration 149Q: 3 clusters Score -5954048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -5954054.000000 Penalty: 12473.678711
	Iteration 150Q: 3 clusters Score -5954054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -5954061.000000 Penalty: 12473.678711
	Iteration 151Q: 3 clusters Score -5954061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -5954058.000000 Penalty: 12473.678711
	Iteration 152Q: 3 clusters Score -5954058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -5954074.000000 Penalty: 12473.678711
	Iteration 153Q: 3 clusters Score -5954074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -5954079.500000 Penalty: 12473.678711
	Iteration 154Q: 3 clusters Score -5954080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -5954091.000000 Penalty: 12473.678711
	Iteration 155Q: 3 clusters Score -5954091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -5954100.500000 Penalty: 12473.678711
	Iteration 156Q: 3 clusters Score -5954100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -5954102.000000 Penalty: 12473.678711
	Iteration 157Q: 3 clusters Score -5954102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -5954099.500000 Penalty: 12473.678711
	Iteration 158Q: 3 clusters Score -5954100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -5954093.500000 Penalty: 12473.678711
	Iteration 159Q: 3 clusters Score -5954094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -5954097.500000 Penalty: 12473.678711
	Iteration 160F: 3 clusters Score -5954098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -5954096.500000 Penalty: 12473.678711
	Iteration 161Q: 3 clusters Score -5954096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5954098.500000 Penalty: 12473.678711
	Iteration 162Q: 3 clusters Score -5954098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -5954114.000000 Penalty: 12473.678711
	Iteration 163Q: 3 clusters Score -5954114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -5954127.000000 Penalty: 12473.678711
	Iteration 164Q: 3 clusters Score -5954127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -5954127.000000 Penalty: 12473.678711
	Iteration 165Q: 3 clusters Score -5954127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -5954126.000000 Penalty: 12473.678711
	Iteration 166Q: 3 clusters Score -5954126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -5954113.000000 Penalty: 12473.678711
	Iteration 167Q: 3 clusters Score -5954113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -5954120.000000 Penalty: 12473.678711
	Iteration 168Q: 3 clusters Score -5954120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5954120.500000 Penalty: 12473.678711
	Iteration 169Q: 3 clusters Score -5954120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -5954123.000000 Penalty: 12473.678711
	Iteration 170Q: 3 clusters Score -5954123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -5954131.500000 Penalty: 12473.678711
	Iteration 171Q: 3 clusters Score -5954132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -5954129.000000 Penalty: 12473.678711
	Iteration 172Q: 3 clusters Score -5954129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -5954129.000000 Penalty: 12473.678711
	Iteration 173Q: 3 clusters Score -5954129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -5954137.500000 Penalty: 12473.678711
	Iteration 174Q: 3 clusters Score -5954138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -5954128.000000 Penalty: 12473.678711
	Iteration 175Q: 3 clusters Score -5954128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -5954127.000000 Penalty: 12473.678711
	Iteration 176Q: 3 clusters Score -5954127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -5954130.500000 Penalty: 12473.678711
	Iteration 177Q: 3 clusters Score -5954130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -5954129.000000 Penalty: 12473.678711
	Iteration 178Q: 3 clusters Score -5954129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -5954129.000000 Penalty: 12473.678711
	Iteration 179F: 3 clusters Score -5954129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Entering Unmasked Estep 
Score: -1712801.125000 Penalty: 5482.280762
	Iteration 0F: 2 clusters Score -1712801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1703989.875000 Penalty: 10964.561523
	Iteration 0F: 3 clusters Score -1703990 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1705638.125000 Penalty: 10964.561523
	Iteration 1F: 3 clusters Score -1705638 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1706042.250000 Penalty: 10964.561523
	Iteration 2F: 3 clusters Score -1706042 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1706262.750000 Penalty: 10964.561523
	Iteration 3Q: 3 clusters Score -1706263 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1706409.500000 Penalty: 10964.561523
	Iteration 4Q: 3 clusters Score -1706410 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1706517.500000 Penalty: 10964.561523
	Iteration 5Q: 3 clusters Score -1706518 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1706601.125000 Penalty: 10964.561523
	Iteration 6Q: 3 clusters Score -1706601 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1706654.375000 Penalty: 10964.561523
	Iteration 7Q: 3 clusters Score -1706654 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1706698.250000 Penalty: 10964.561523
	Iteration 8Q: 3 clusters Score -1706698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1706747.125000 Penalty: 10964.561523
	Iteration 9Q: 3 clusters Score -1706747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1706775.000000 Penalty: 10964.561523
	Iteration 10Q: 3 clusters Score -1706775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1706799.625000 Penalty: 10964.561523
	Iteration 11Q: 3 clusters Score -1706800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1706819.125000 Penalty: 10964.561523
	Iteration 12Q: 3 clusters Score -1706819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1706836.250000 Penalty: 10964.561523
	Iteration 13Q: 3 clusters Score -1706836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1706848.750000 Penalty: 10964.561523
	Iteration 14Q: 3 clusters Score -1706849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1706864.875000 Penalty: 10964.561523
	Iteration 15Q: 3 clusters Score -1706865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1706879.875000 Penalty: 10964.561523
	Iteration 16Q: 3 clusters Score -1706880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1706881.125000 Penalty: 10964.561523
	Iteration 17Q: 3 clusters Score -1706881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1706890.500000 Penalty: 10964.561523
	Iteration 18Q: 3 clusters Score -1706890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1706898.000000 Penalty: 10964.561523
	Iteration 19Q: 3 clusters Score -1706898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1706902.750000 Penalty: 10964.561523
	Iteration 20F: 3 clusters Score -1706903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1706913.000000 Penalty: 10964.561523
	Iteration 21Q: 3 clusters Score -1706913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1706913.250000 Penalty: 10964.561523
	Iteration 22Q: 3 clusters Score -1706913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1706920.000000 Penalty: 10964.561523
	Iteration 23Q: 3 clusters Score -1706920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1706917.625000 Penalty: 10964.561523
	Iteration 24Q: 3 clusters Score -1706918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1706918.125000 Penalty: 10964.561523
	Iteration 25Q: 3 clusters Score -1706918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1706920.500000 Penalty: 10964.561523
	Iteration 26Q: 3 clusters Score -1706920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1706921.375000 Penalty: 10964.561523
	Iteration 27Q: 3 clusters Score -1706921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1706928.750000 Penalty: 10964.561523
	Iteration 28Q: 3 clusters Score -1706929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1706932.125000 Penalty: 10964.561523
	Iteration 29Q: 3 clusters Score -1706932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1706930.250000 Penalty: 10964.561523
	Iteration 30Q: 3 clusters Score -1706930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1706936.000000 Penalty: 10964.561523
	Iteration 31Q: 3 clusters Score -1706936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1706933.750000 Penalty: 10964.561523
	Iteration 32Q: 3 clusters Score -1706934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1706941.250000 Penalty: 10964.561523
	Iteration 33Q: 3 clusters Score -1706941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1706942.625000 Penalty: 10964.561523
	Iteration 34Q: 3 clusters Score -1706943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1706948.750000 Penalty: 10964.561523
	Iteration 35Q: 3 clusters Score -1706949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1706948.500000 Penalty: 10964.561523
	Iteration 36Q: 3 clusters Score -1706948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1706949.375000 Penalty: 10964.561523
	Iteration 37Q: 3 clusters Score -1706949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1706950.125000 Penalty: 10964.561523
	Iteration 38Q: 3 clusters Score -1706950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1706950.750000 Penalty: 10964.561523
	Iteration 39Q: 3 clusters Score -1706951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1706950.750000 Penalty: 10964.561523
	Iteration 40F: 3 clusters Score -1706951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (98747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Entering Unmasked Estep 
Score: -22786184.000000 Penalty: 7043.943848
	Iteration 0F: 2 clusters Score -2.278618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -22719400.000000 Penalty: 14087.887695
	Iteration 0F: 3 clusters Score -2.27194e+07 nChanged 45111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -22744458.000000 Penalty: 14087.887695
	Iteration 1F: 3 clusters Score -2.274446e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -22745862.000000 Penalty: 14087.887695
	Iteration 2Q: 3 clusters Score -2.274586e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -22748146.000000 Penalty: 14087.887695
	Iteration 3Q: 3 clusters Score -2.274815e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -22751844.000000 Penalty: 14087.887695
	Iteration 4F: 3 clusters Score -2.275184e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -22759866.000000 Penalty: 14087.887695
	Iteration 5F: 3 clusters Score -2.275987e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -22772588.000000 Penalty: 14087.887695
	Iteration 6F: 3 clusters Score -2.277259e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -22782648.000000 Penalty: 14087.887695
	Iteration 7F: 3 clusters Score -2.278265e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -22790194.000000 Penalty: 14087.887695
	Iteration 8F: 3 clusters Score -2.279019e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -22796474.000000 Penalty: 14087.887695
	Iteration 9F: 3 clusters Score -2.279647e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -22801178.000000 Penalty: 14087.887695
	Iteration 10F: 3 clusters Score -2.280118e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -22805544.000000 Penalty: 14087.887695
	Iteration 11Q: 3 clusters Score -2.280554e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -22808746.000000 Penalty: 14087.887695
	Iteration 12Q: 3 clusters Score -2.280875e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -22810590.000000 Penalty: 14087.887695
	Iteration 13Q: 3 clusters Score -2.281059e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -22811776.000000 Penalty: 14087.887695
	Iteration 14Q: 3 clusters Score -2.281178e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -22812444.000000 Penalty: 14087.887695
	Iteration 15Q: 3 clusters Score -2.281244e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -22812814.000000 Penalty: 14087.887695
	Iteration 16Q: 3 clusters Score -2.281281e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -22812974.000000 Penalty: 14087.887695
	Iteration 17Q: 3 clusters Score -2.281297e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -22813002.000000 Penalty: 14087.887695
	Iteration 18Q: 3 clusters Score -2.2813e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -22812994.000000 Penalty: 14087.887695
	Iteration 19Q: 3 clusters Score -2.281299e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -22812982.000000 Penalty: 14087.887695
	Iteration 20F: 3 clusters Score -2.281298e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -22812986.000000 Penalty: 14087.887695
	Iteration 21Q: 3 clusters Score -2.281299e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -22812978.000000 Penalty: 14087.887695
	Iteration 22Q: 3 clusters Score -2.281298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -22812982.000000 Penalty: 14087.887695
	Iteration 23Q: 3 clusters Score -2.281298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -22812990.000000 Penalty: 14087.887695
	Iteration 24Q: 3 clusters Score -2.281299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -22812980.000000 Penalty: 14087.887695
	Iteration 25Q: 3 clusters Score -2.281298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -22812980.000000 Penalty: 14087.887695
	Iteration 26F: 3 clusters Score -2.281298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 30905 members 
Mstep: Class 6 contains 18755 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 26439 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 74932 members 
Mstep: Class 16 contains 141338 members 
Mstep: Class 17 contains 128154 members 
Mstep: Class 18 contains 104399 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 136318 members 
Mstep: Class 22 contains 74792 members 
Mstep: Class 23 contains 73317 members 
Mstep: Class 24 contains 67918 members 
Mstep: Class 25 contains 114683 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 23815 members 
Entering Unmasked Estep 
Score: -272282976.000000 Penalty: 231727.812500
Splitting cluster 15 changes total score from -272228864.000000 to -272282976.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (141338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141338 members 
Entering Unmasked Estep 
Score: -32247082.000000 Penalty: 7263.582031
	Iteration 0F: 2 clusters Score -3.224708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -32160920.000000 Penalty: 14527.164062
	Iteration 0F: 3 clusters Score -3.216092e+07 nChanged 65547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -32196930.000000 Penalty: 14527.164062
	Iteration 1F: 3 clusters Score -3.219693e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -32198328.000000 Penalty: 14527.164062
	Iteration 2Q: 3 clusters Score -3.219833e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -32199764.000000 Penalty: 14527.164062
	Iteration 3Q: 3 clusters Score -3.219976e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 71283 members 
Entering Unmasked Estep 
Score: -32201662.000000 Penalty: 14527.164062
	Iteration 4Q: 3 clusters Score -3.220166e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -32203994.000000 Penalty: 14527.164062
	Iteration 5Q: 3 clusters Score -3.220399e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -32207072.000000 Penalty: 14527.164062
	Iteration 6Q: 3 clusters Score -3.220707e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 74947 members 
Entering Unmasked Estep 
Score: -32210398.000000 Penalty: 14527.164062
	Iteration 7Q: 3 clusters Score -3.22104e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 77854 members 
Entering Unmasked Estep 
Score: -32213780.000000 Penalty: 14527.164062
	Iteration 8F: 3 clusters Score -3.221378e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -32217822.000000 Penalty: 14527.164062
	Iteration 9F: 3 clusters Score -3.221782e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -32222510.000000 Penalty: 14527.164062
	Iteration 10F: 3 clusters Score -3.222251e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 92619 members 
Entering Unmasked Estep 
Score: -32227652.000000 Penalty: 14527.164062
	Iteration 11F: 3 clusters Score -3.222765e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 97733 members 
Entering Unmasked Estep 
Score: -32232594.000000 Penalty: 14527.164062
	Iteration 12F: 3 clusters Score -3.223259e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 101966 members 
Entering Unmasked Estep 
Score: -32236918.000000 Penalty: 14527.164062
	Iteration 13Q: 3 clusters Score -3.223692e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -32240558.000000 Penalty: 14527.164062
	Iteration 14Q: 3 clusters Score -3.224056e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -32243236.000000 Penalty: 14527.164062
	Iteration 15Q: 3 clusters Score -3.224324e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -32245626.000000 Penalty: 14527.164062
	Iteration 16Q: 3 clusters Score -3.224563e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 112989 members 
Entering Unmasked Estep 
Score: -32247062.000000 Penalty: 14527.164062
	Iteration 17Q: 3 clusters Score -3.224706e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 114798 members 
Entering Unmasked Estep 
Score: -32248192.000000 Penalty: 14527.164062
	Iteration 18Q: 3 clusters Score -3.224819e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 116318 members 
Entering Unmasked Estep 
Score: -32248862.000000 Penalty: 14527.164062
	Iteration 19Q: 3 clusters Score -3.224886e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 117653 members 
Entering Unmasked Estep 
Score: -32249218.000000 Penalty: 14527.164062
	Iteration 20F: 3 clusters Score -3.224922e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 118862 members 
Entering Unmasked Estep 
Score: -32249496.000000 Penalty: 14527.164062
	Iteration 21Q: 3 clusters Score -3.22495e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 120035 members 
Entering Unmasked Estep 
Score: -32249570.000000 Penalty: 14527.164062
	Iteration 22Q: 3 clusters Score -3.224957e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 121152 members 
Entering Unmasked Estep 
Score: -32249872.000000 Penalty: 14527.164062
	Iteration 23Q: 3 clusters Score -3.224987e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 122149 members 
Entering Unmasked Estep 
Score: -32249984.000000 Penalty: 14527.164062
	Iteration 24Q: 3 clusters Score -3.224998e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 122995 members 
Entering Unmasked Estep 
Score: -32249982.000000 Penalty: 14527.164062
	Iteration 25Q: 3 clusters Score -3.224998e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 123755 members 
Entering Unmasked Estep 
Score: -32249960.000000 Penalty: 14527.164062
	Iteration 26Q: 3 clusters Score -3.224996e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 124426 members 
Entering Unmasked Estep 
Score: -32249864.000000 Penalty: 14527.164062
	Iteration 27Q: 3 clusters Score -3.224986e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 125028 members 
Entering Unmasked Estep 
Score: -32249828.000000 Penalty: 14527.164062
	Iteration 28Q: 3 clusters Score -3.224983e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 125591 members 
Entering Unmasked Estep 
Score: -32249780.000000 Penalty: 14527.164062
	Iteration 29Q: 3 clusters Score -3.224978e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 126076 members 
Entering Unmasked Estep 
Score: -32249682.000000 Penalty: 14527.164062
	Iteration 30Q: 3 clusters Score -3.224968e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 126530 members 
Entering Unmasked Estep 
Score: -32249786.000000 Penalty: 14527.164062
	Iteration 31Q: 3 clusters Score -3.224979e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -32249750.000000 Penalty: 14527.164062
	Iteration 32Q: 3 clusters Score -3.224975e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 127363 members 
Entering Unmasked Estep 
Score: -32249704.000000 Penalty: 14527.164062
	Iteration 33Q: 3 clusters Score -3.22497e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 127742 members 
Entering Unmasked Estep 
Score: -32249584.000000 Penalty: 14527.164062
	Iteration 34Q: 3 clusters Score -3.224958e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 128097 members 
Entering Unmasked Estep 
Score: -32249568.000000 Penalty: 14527.164062
	Iteration 35Q: 3 clusters Score -3.224957e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 128403 members 
Entering Unmasked Estep 
Score: -32249558.000000 Penalty: 14527.164062
	Iteration 36Q: 3 clusters Score -3.224956e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 128695 members 
Entering Unmasked Estep 
Score: -32249572.000000 Penalty: 14527.164062
	Iteration 37Q: 3 clusters Score -3.224957e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 128969 members 
Entering Unmasked Estep 
Score: -32249632.000000 Penalty: 14527.164062
	Iteration 38Q: 3 clusters Score -3.224963e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -32249706.000000 Penalty: 14527.164062
	Iteration 39Q: 3 clusters Score -3.224971e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 129502 members 
Entering Unmasked Estep 
Score: -32249778.000000 Penalty: 14527.164062
	Iteration 40F: 3 clusters Score -3.224978e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 129716 members 
Entering Unmasked Estep 
Score: -32249782.000000 Penalty: 14527.164062
	Iteration 41Q: 3 clusters Score -3.224978e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 129899 members 
Entering Unmasked Estep 
Score: -32249688.000000 Penalty: 14527.164062
	Iteration 42Q: 3 clusters Score -3.224969e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 130052 members 
Entering Unmasked Estep 
Score: -32249688.000000 Penalty: 14527.164062
	Iteration 43Q: 3 clusters Score -3.224969e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 130190 members 
Entering Unmasked Estep 
Score: -32249700.000000 Penalty: 14527.164062
	Iteration 44Q: 3 clusters Score -3.22497e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -32249688.000000 Penalty: 14527.164062
	Iteration 45Q: 3 clusters Score -3.224969e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 130435 members 
Entering Unmasked Estep 
Score: -32249682.000000 Penalty: 14527.164062
	Iteration 46Q: 3 clusters Score -3.224968e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 130562 members 
Entering Unmasked Estep 
Score: -32249674.000000 Penalty: 14527.164062
	Iteration 47Q: 3 clusters Score -3.224967e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 130681 members 
Entering Unmasked Estep 
Score: -32249630.000000 Penalty: 14527.164062
	Iteration 48Q: 3 clusters Score -3.224963e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 130800 members 
Entering Unmasked Estep 
Score: -32249582.000000 Penalty: 14527.164062
	Iteration 49Q: 3 clusters Score -3.224958e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 130887 members 
Entering Unmasked Estep 
Score: -32249606.000000 Penalty: 14527.164062
	Iteration 50Q: 3 clusters Score -3.224961e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 130972 members 
Entering Unmasked Estep 
Score: -32249578.000000 Penalty: 14527.164062
	Iteration 51Q: 3 clusters Score -3.224958e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 131043 members 
Entering Unmasked Estep 
Score: -32249582.000000 Penalty: 14527.164062
	Iteration 52Q: 3 clusters Score -3.224958e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 131113 members 
Entering Unmasked Estep 
Score: -32249540.000000 Penalty: 14527.164062
	Iteration 53Q: 3 clusters Score -3.224954e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 131174 members 
Entering Unmasked Estep 
Score: -32249502.000000 Penalty: 14527.164062
	Iteration 54Q: 3 clusters Score -3.22495e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 131233 members 
Entering Unmasked Estep 
Score: -32249478.000000 Penalty: 14527.164062
	Iteration 55Q: 3 clusters Score -3.224948e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 131285 members 
Entering Unmasked Estep 
Score: -32249432.000000 Penalty: 14527.164062
	Iteration 56Q: 3 clusters Score -3.224943e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 131333 members 
Entering Unmasked Estep 
Score: -32249436.000000 Penalty: 14527.164062
	Iteration 57Q: 3 clusters Score -3.224944e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 131368 members 
Entering Unmasked Estep 
Score: -32249400.000000 Penalty: 14527.164062
	Iteration 58Q: 3 clusters Score -3.22494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 131397 members 
Entering Unmasked Estep 
Score: -32249398.000000 Penalty: 14527.164062
	Iteration 59Q: 3 clusters Score -3.22494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 131418 members 
Entering Unmasked Estep 
Score: -32249342.000000 Penalty: 14527.164062
	Iteration 60F: 3 clusters Score -3.224934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 131432 members 
Entering Unmasked Estep 
Score: -32249336.000000 Penalty: 14527.164062
	Iteration 61Q: 3 clusters Score -3.224934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 131455 members 
Entering Unmasked Estep 
Score: -32249338.000000 Penalty: 14527.164062
	Iteration 62Q: 3 clusters Score -3.224934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 131473 members 
Entering Unmasked Estep 
Score: -32249360.000000 Penalty: 14527.164062
	Iteration 63Q: 3 clusters Score -3.224936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 131489 members 
Entering Unmasked Estep 
Score: -32249382.000000 Penalty: 14527.164062
	Iteration 64Q: 3 clusters Score -3.224938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 131505 members 
Entering Unmasked Estep 
Score: -32249398.000000 Penalty: 14527.164062
	Iteration 65Q: 3 clusters Score -3.22494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 131521 members 
Entering Unmasked Estep 
Score: -32249404.000000 Penalty: 14527.164062
	Iteration 66Q: 3 clusters Score -3.22494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 131538 members 
Entering Unmasked Estep 
Score: -32249394.000000 Penalty: 14527.164062
	Iteration 67Q: 3 clusters Score -3.224939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 131554 members 
Entering Unmasked Estep 
Score: -32249414.000000 Penalty: 14527.164062
	Iteration 68Q: 3 clusters Score -3.224941e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 131586 members 
Entering Unmasked Estep 
Score: -32249404.000000 Penalty: 14527.164062
	Iteration 69Q: 3 clusters Score -3.22494e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 131621 members 
Entering Unmasked Estep 
Score: -32249404.000000 Penalty: 14527.164062
	Iteration 70Q: 3 clusters Score -3.22494e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 131645 members 
Entering Unmasked Estep 
Score: -32249414.000000 Penalty: 14527.164062
	Iteration 71Q: 3 clusters Score -3.224941e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 131673 members 
Entering Unmasked Estep 
Score: -32249448.000000 Penalty: 14527.164062
	Iteration 72Q: 3 clusters Score -3.224945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 131692 members 
Entering Unmasked Estep 
Score: -32249440.000000 Penalty: 14527.164062
	Iteration 73Q: 3 clusters Score -3.224944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 131712 members 
Entering Unmasked Estep 
Score: -32249448.000000 Penalty: 14527.164062
	Iteration 74Q: 3 clusters Score -3.224945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 131726 members 
Entering Unmasked Estep 
Score: -32249422.000000 Penalty: 14527.164062
	Iteration 75Q: 3 clusters Score -3.224942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 131745 members 
Entering Unmasked Estep 
Score: -32249404.000000 Penalty: 14527.164062
	Iteration 76Q: 3 clusters Score -3.22494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 131762 members 
Entering Unmasked Estep 
Score: -32249376.000000 Penalty: 14527.164062
	Iteration 77Q: 3 clusters Score -3.224938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 131773 members 
Entering Unmasked Estep 
Score: -32249398.000000 Penalty: 14527.164062
	Iteration 78Q: 3 clusters Score -3.22494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 131782 members 
Entering Unmasked Estep 
Score: -32249388.000000 Penalty: 14527.164062
	Iteration 79Q: 3 clusters Score -3.224939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 131787 members 
Entering Unmasked Estep 
Score: -32249402.000000 Penalty: 14527.164062
	Iteration 80F: 3 clusters Score -3.22494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 131790 members 
Entering Unmasked Estep 
Score: -32249416.000000 Penalty: 14527.164062
	Iteration 81Q: 3 clusters Score -3.224942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 131794 members 
Entering Unmasked Estep 
Score: -32249418.000000 Penalty: 14527.164062
	Iteration 82Q: 3 clusters Score -3.224942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 131795 members 
Entering Unmasked Estep 
Score: -32249408.000000 Penalty: 14527.164062
	Iteration 83Q: 3 clusters Score -3.224941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 131796 members 
Entering Unmasked Estep 
Score: -32249404.000000 Penalty: 14527.164062
	Iteration 84Q: 3 clusters Score -3.22494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 131797 members 
Entering Unmasked Estep 
Score: -32249420.000000 Penalty: 14527.164062
	Iteration 85Q: 3 clusters Score -3.224942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 131800 members 
Entering Unmasked Estep 
Score: -32249410.000000 Penalty: 14527.164062
	Iteration 86Q: 3 clusters Score -3.224941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 131802 members 
Entering Unmasked Estep 
Score: -32249410.000000 Penalty: 14527.164062
	Iteration 87Q: 3 clusters Score -3.224941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 131805 members 
Entering Unmasked Estep 
Score: -32249386.000000 Penalty: 14527.164062
	Iteration 88Q: 3 clusters Score -3.224939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 131807 members 
Entering Unmasked Estep 
Score: -32249406.000000 Penalty: 14527.164062
	Iteration 89Q: 3 clusters Score -3.224941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 131808 members 
Entering Unmasked Estep 
Score: -32249392.000000 Penalty: 14527.164062
	Iteration 90Q: 3 clusters Score -3.224939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 131809 members 
Entering Unmasked Estep 
Score: -32249390.000000 Penalty: 14527.164062
	Iteration 91Q: 3 clusters Score -3.224939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 131809 members 
Entering Unmasked Estep 
Score: -32249390.000000 Penalty: 14527.164062
	Iteration 92F: 3 clusters Score -3.224939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 30905 members 
Mstep: Class 6 contains 18755 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 26439 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 74932 members 
Mstep: Class 16 contains 9529 members 
Mstep: Class 17 contains 128154 members 
Mstep: Class 18 contains 104399 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 136318 members 
Mstep: Class 22 contains 74792 members 
Mstep: Class 23 contains 73317 members 
Mstep: Class 24 contains 67918 members 
Mstep: Class 25 contains 114683 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 23815 members 
Mstep: Class 28 contains 131809 members 
Entering Unmasked Estep 
Score: -272282432.000000 Penalty: 240310.328125
Splitting cluster 16 changes total score from -272228864.000000 to -272282432.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (128154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128154 members 
Entering Unmasked Estep 
Score: -29288488.000000 Penalty: 7203.605469
	Iteration 0F: 2 clusters Score -2.928849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -29206090.000000 Penalty: 14407.210938
	Iteration 0F: 3 clusters Score -2.920609e+07 nChanged 59318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -29238940.000000 Penalty: 14407.210938
	Iteration 1F: 3 clusters Score -2.923894e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -29240200.000000 Penalty: 14407.210938
	Iteration 2Q: 3 clusters Score -2.92402e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -29241372.000000 Penalty: 14407.210938
	Iteration 3Q: 3 clusters Score -2.924137e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -29242976.000000 Penalty: 14407.210938
	Iteration 4Q: 3 clusters Score -2.924298e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -29244760.000000 Penalty: 14407.210938
	Iteration 5Q: 3 clusters Score -2.924476e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -29247532.000000 Penalty: 14407.210938
	Iteration 6Q: 3 clusters Score -2.924753e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -29251568.000000 Penalty: 14407.210938
	Iteration 7F: 3 clusters Score -2.925157e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -29256736.000000 Penalty: 14407.210938
	Iteration 8F: 3 clusters Score -2.925674e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -29262726.000000 Penalty: 14407.210938
	Iteration 9F: 3 clusters Score -2.926273e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -29268732.000000 Penalty: 14407.210938
	Iteration 10F: 3 clusters Score -2.926873e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -29273888.000000 Penalty: 14407.210938
	Iteration 11F: 3 clusters Score -2.927389e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -29277240.000000 Penalty: 14407.210938
	Iteration 12Q: 3 clusters Score -2.927724e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -29279208.000000 Penalty: 14407.210938
	Iteration 13Q: 3 clusters Score -2.927921e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -29280208.000000 Penalty: 14407.210938
	Iteration 14Q: 3 clusters Score -2.928021e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90983 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -29281046.000000 Penalty: 14407.210938
	Iteration 15Q: 3 clusters Score -2.928105e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92752 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -29281744.000000 Penalty: 14407.210938
	Iteration 16Q: 3 clusters Score -2.928174e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -29282484.000000 Penalty: 14407.210938
	Iteration 17Q: 3 clusters Score -2.928248e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -29283136.000000 Penalty: 14407.210938
	Iteration 18Q: 3 clusters Score -2.928314e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -29283706.000000 Penalty: 14407.210938
	Iteration 19Q: 3 clusters Score -2.928371e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99082 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -29284208.000000 Penalty: 14407.210938
	Iteration 20F: 3 clusters Score -2.928421e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -29284864.000000 Penalty: 14407.210938
	Iteration 21Q: 3 clusters Score -2.928486e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -29285458.000000 Penalty: 14407.210938
	Iteration 22Q: 3 clusters Score -2.928546e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -29285902.000000 Penalty: 14407.210938
	Iteration 23Q: 3 clusters Score -2.92859e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -29286368.000000 Penalty: 14407.210938
	Iteration 24Q: 3 clusters Score -2.928637e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -29286686.000000 Penalty: 14407.210938
	Iteration 25Q: 3 clusters Score -2.928669e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -29286896.000000 Penalty: 14407.210938
	Iteration 26Q: 3 clusters Score -2.92869e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -29287144.000000 Penalty: 14407.210938
	Iteration 27Q: 3 clusters Score -2.928714e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107298 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -29287264.000000 Penalty: 14407.210938
	Iteration 28Q: 3 clusters Score -2.928726e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -29287402.000000 Penalty: 14407.210938
	Iteration 29Q: 3 clusters Score -2.92874e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -29287516.000000 Penalty: 14407.210938
	Iteration 30Q: 3 clusters Score -2.928752e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109046 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -29287744.000000 Penalty: 14407.210938
	Iteration 31Q: 3 clusters Score -2.928774e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109526 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -29287904.000000 Penalty: 14407.210938
	Iteration 32Q: 3 clusters Score -2.92879e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109966 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -29287996.000000 Penalty: 14407.210938
	Iteration 33Q: 3 clusters Score -2.9288e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110340 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -29288014.000000 Penalty: 14407.210938
	Iteration 34Q: 3 clusters Score -2.928801e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110648 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -29288126.000000 Penalty: 14407.210938
	Iteration 35Q: 3 clusters Score -2.928813e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110907 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -29288210.000000 Penalty: 14407.210938
	Iteration 36Q: 3 clusters Score -2.928821e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111149 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -29288346.000000 Penalty: 14407.210938
	Iteration 37Q: 3 clusters Score -2.928835e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111361 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -29288354.000000 Penalty: 14407.210938
	Iteration 38Q: 3 clusters Score -2.928835e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -29288472.000000 Penalty: 14407.210938
	Iteration 39Q: 3 clusters Score -2.928847e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111741 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -29288452.000000 Penalty: 14407.210938
	Iteration 40F: 3 clusters Score -2.928845e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111864 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -29288470.000000 Penalty: 14407.210938
	Iteration 41Q: 3 clusters Score -2.928847e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111974 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -29288530.000000 Penalty: 14407.210938
	Iteration 42Q: 3 clusters Score -2.928853e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112070 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -29288542.000000 Penalty: 14407.210938
	Iteration 43Q: 3 clusters Score -2.928854e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112159 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -29288544.000000 Penalty: 14407.210938
	Iteration 44Q: 3 clusters Score -2.928854e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112242 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -29288512.000000 Penalty: 14407.210938
	Iteration 45Q: 3 clusters Score -2.928851e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112306 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -29288518.000000 Penalty: 14407.210938
	Iteration 46Q: 3 clusters Score -2.928852e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112365 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -29288514.000000 Penalty: 14407.210938
	Iteration 47Q: 3 clusters Score -2.928851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112395 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -29288534.000000 Penalty: 14407.210938
	Iteration 48Q: 3 clusters Score -2.928853e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112417 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -29288538.000000 Penalty: 14407.210938
	Iteration 49Q: 3 clusters Score -2.928854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -29288554.000000 Penalty: 14407.210938
	Iteration 50Q: 3 clusters Score -2.928855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112450 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -29288552.000000 Penalty: 14407.210938
	Iteration 51Q: 3 clusters Score -2.928855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112461 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -29288554.000000 Penalty: 14407.210938
	Iteration 52Q: 3 clusters Score -2.928855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112474 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -29288562.000000 Penalty: 14407.210938
	Iteration 53Q: 3 clusters Score -2.928856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112483 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -29288566.000000 Penalty: 14407.210938
	Iteration 54Q: 3 clusters Score -2.928857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112499 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -29288554.000000 Penalty: 14407.210938
	Iteration 55Q: 3 clusters Score -2.928855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112512 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -29288562.000000 Penalty: 14407.210938
	Iteration 56Q: 3 clusters Score -2.928856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112519 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -29288570.000000 Penalty: 14407.210938
	Iteration 57Q: 3 clusters Score -2.928857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112528 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -29288558.000000 Penalty: 14407.210938
	Iteration 58Q: 3 clusters Score -2.928856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112533 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -29288556.000000 Penalty: 14407.210938
	Iteration 59Q: 3 clusters Score -2.928856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112538 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -29288554.000000 Penalty: 14407.210938
	Iteration 60F: 3 clusters Score -2.928855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112545 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -29288552.000000 Penalty: 14407.210938
	Iteration 61Q: 3 clusters Score -2.928855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112552 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -29288534.000000 Penalty: 14407.210938
	Iteration 62Q: 3 clusters Score -2.928853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112555 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -29288564.000000 Penalty: 14407.210938
	Iteration 63Q: 3 clusters Score -2.928856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112557 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -29288570.000000 Penalty: 14407.210938
	Iteration 64Q: 3 clusters Score -2.928857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112559 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -29288568.000000 Penalty: 14407.210938
	Iteration 65Q: 3 clusters Score -2.928857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -29288560.000000 Penalty: 14407.210938
	Iteration 66Q: 3 clusters Score -2.928856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112561 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -29288566.000000 Penalty: 14407.210938
	Iteration 67Q: 3 clusters Score -2.928857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112562 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -29288554.000000 Penalty: 14407.210938
	Iteration 68Q: 3 clusters Score -2.928855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -29288560.000000 Penalty: 14407.210938
	Iteration 69Q: 3 clusters Score -2.928856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -29288560.000000 Penalty: 14407.210938
	Iteration 70F: 3 clusters Score -2.928856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 30905 members 
Mstep: Class 6 contains 18755 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 26439 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 74932 members 
Mstep: Class 16 contains 9529 members 
Mstep: Class 17 contains 112563 members 
Mstep: Class 18 contains 104399 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 136318 members 
Mstep: Class 22 contains 74792 members 
Mstep: Class 23 contains 73317 members 
Mstep: Class 24 contains 67918 members 
Mstep: Class 25 contains 114683 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 23815 members 
Mstep: Class 28 contains 131809 members 
Mstep: Class 29 contains 15591 members 
Entering Unmasked Estep 
Score: -272281216.000000 Penalty: 248892.843750
Splitting cluster 17 changes total score from -272228864.000000 to -272281216.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (104399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Entering Unmasked Estep 
Score: -23773102.000000 Penalty: 7078.034668
	Iteration 0F: 2 clusters Score -2.37731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -23702286.000000 Penalty: 14156.069336
	Iteration 0F: 3 clusters Score -2.370229e+07 nChanged 47743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -23728976.000000 Penalty: 14156.069336
	Iteration 1F: 3 clusters Score -2.372898e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -23730508.000000 Penalty: 14156.069336
	Iteration 2Q: 3 clusters Score -2.373051e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -23731712.000000 Penalty: 14156.069336
	Iteration 3Q: 3 clusters Score -2.373171e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -23733268.000000 Penalty: 14156.069336
	Iteration 4Q: 3 clusters Score -2.373327e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -23735038.000000 Penalty: 14156.069336
	Iteration 5Q: 3 clusters Score -2.373504e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -23737480.000000 Penalty: 14156.069336
	Iteration 6Q: 3 clusters Score -2.373748e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -23740688.000000 Penalty: 14156.069336
	Iteration 7F: 3 clusters Score -2.374069e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -23745058.000000 Penalty: 14156.069336
	Iteration 8F: 3 clusters Score -2.374506e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -23750422.000000 Penalty: 14156.069336
	Iteration 9F: 3 clusters Score -2.375042e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -23757418.000000 Penalty: 14156.069336
	Iteration 10F: 3 clusters Score -2.375742e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -23764516.000000 Penalty: 14156.069336
	Iteration 11F: 3 clusters Score -2.376452e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -23768990.000000 Penalty: 14156.069336
	Iteration 12Q: 3 clusters Score -2.376899e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -23771112.000000 Penalty: 14156.069336
	Iteration 13Q: 3 clusters Score -2.377111e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -23772786.000000 Penalty: 14156.069336
	Iteration 14Q: 3 clusters Score -2.377279e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -23774002.000000 Penalty: 14156.069336
	Iteration 15Q: 3 clusters Score -2.3774e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -23775116.000000 Penalty: 14156.069336
	Iteration 16Q: 3 clusters Score -2.377512e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -23775786.000000 Penalty: 14156.069336
	Iteration 17Q: 3 clusters Score -2.377579e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 81894 members 
Entering Unmasked Estep 
Score: -23776332.000000 Penalty: 14156.069336
	Iteration 18Q: 3 clusters Score -2.377633e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -23776680.000000 Penalty: 14156.069336
	Iteration 19Q: 3 clusters Score -2.377668e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -23776866.000000 Penalty: 14156.069336
	Iteration 20F: 3 clusters Score -2.377687e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -23777026.000000 Penalty: 14156.069336
	Iteration 21Q: 3 clusters Score -2.377703e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -23777226.000000 Penalty: 14156.069336
	Iteration 22Q: 3 clusters Score -2.377723e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
Score: -23777326.000000 Penalty: 14156.069336
	Iteration 23Q: 3 clusters Score -2.377733e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -23777382.000000 Penalty: 14156.069336
	Iteration 24Q: 3 clusters Score -2.377738e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -23777508.000000 Penalty: 14156.069336
	Iteration 25Q: 3 clusters Score -2.377751e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -23777580.000000 Penalty: 14156.069336
	Iteration 26Q: 3 clusters Score -2.377758e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -23777602.000000 Penalty: 14156.069336
	Iteration 27Q: 3 clusters Score -2.37776e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -23777652.000000 Penalty: 14156.069336
	Iteration 28Q: 3 clusters Score -2.377765e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 78495 members 
Entering Unmasked Estep 
Score: -23777640.000000 Penalty: 14156.069336
	Iteration 29Q: 3 clusters Score -2.377764e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -23777630.000000 Penalty: 14156.069336
	Iteration 30Q: 3 clusters Score -2.377763e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -23777600.000000 Penalty: 14156.069336
	Iteration 31Q: 3 clusters Score -2.37776e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -23777608.000000 Penalty: 14156.069336
	Iteration 32Q: 3 clusters Score -2.377761e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -23777616.000000 Penalty: 14156.069336
	Iteration 33Q: 3 clusters Score -2.377762e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 77888 members 
Entering Unmasked Estep 
Score: -23777648.000000 Penalty: 14156.069336
	Iteration 34Q: 3 clusters Score -2.377765e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -23777676.000000 Penalty: 14156.069336
	Iteration 35Q: 3 clusters Score -2.377768e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -23777688.000000 Penalty: 14156.069336
	Iteration 36Q: 3 clusters Score -2.377769e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -23777696.000000 Penalty: 14156.069336
	Iteration 37Q: 3 clusters Score -2.37777e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -23777708.000000 Penalty: 14156.069336
	Iteration 38Q: 3 clusters Score -2.377771e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -23777760.000000 Penalty: 14156.069336
	Iteration 39Q: 3 clusters Score -2.377776e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -23777732.000000 Penalty: 14156.069336
	Iteration 40F: 3 clusters Score -2.377773e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
Score: -23777698.000000 Penalty: 14156.069336
	Iteration 41Q: 3 clusters Score -2.37777e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -23777708.000000 Penalty: 14156.069336
	Iteration 42Q: 3 clusters Score -2.377771e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -23777682.000000 Penalty: 14156.069336
	Iteration 43Q: 3 clusters Score -2.377768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -23777702.000000 Penalty: 14156.069336
	Iteration 44Q: 3 clusters Score -2.37777e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -23777706.000000 Penalty: 14156.069336
	Iteration 45Q: 3 clusters Score -2.377771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -23777704.000000 Penalty: 14156.069336
	Iteration 46Q: 3 clusters Score -2.37777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -23777696.000000 Penalty: 14156.069336
	Iteration 47Q: 3 clusters Score -2.37777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 77270 members 
Entering Unmasked Estep 
Score: -23777712.000000 Penalty: 14156.069336
	Iteration 48Q: 3 clusters Score -2.377771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -23777712.000000 Penalty: 14156.069336
	Iteration 49Q: 3 clusters Score -2.377771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -23777724.000000 Penalty: 14156.069336
	Iteration 50Q: 3 clusters Score -2.377772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -23777698.000000 Penalty: 14156.069336
	Iteration 51Q: 3 clusters Score -2.37777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -23777702.000000 Penalty: 14156.069336
	Iteration 52Q: 3 clusters Score -2.37777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -23777702.000000 Penalty: 14156.069336
	Iteration 53Q: 3 clusters Score -2.37777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -23777712.000000 Penalty: 14156.069336
	Iteration 54Q: 3 clusters Score -2.377771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -23777714.000000 Penalty: 14156.069336
	Iteration 55Q: 3 clusters Score -2.377771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 77219 members 
Entering Unmasked Estep 
Score: -23777730.000000 Penalty: 14156.069336
	Iteration 56Q: 3 clusters Score -2.377773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -23777726.000000 Penalty: 14156.069336
	Iteration 57Q: 3 clusters Score -2.377773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -23777724.000000 Penalty: 14156.069336
	Iteration 58Q: 3 clusters Score -2.377772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -23777720.000000 Penalty: 14156.069336
	Iteration 59Q: 3 clusters Score -2.377772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -23777712.000000 Penalty: 14156.069336
	Iteration 60F: 3 clusters Score -2.377771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -23777706.000000 Penalty: 14156.069336
	Iteration 61Q: 3 clusters Score -2.377771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 77203 members 
Entering Unmasked Estep 
Score: -23777712.000000 Penalty: 14156.069336
	Iteration 62Q: 3 clusters Score -2.377771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -23777698.000000 Penalty: 14156.069336
	Iteration 63Q: 3 clusters Score -2.37777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -23777698.000000 Penalty: 14156.069336
	Iteration 64F: 3 clusters Score -2.37777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 30905 members 
Mstep: Class 6 contains 18755 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 26439 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 74932 members 
Mstep: Class 16 contains 9529 members 
Mstep: Class 17 contains 112563 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 136318 members 
Mstep: Class 22 contains 74792 members 
Mstep: Class 23 contains 73317 members 
Mstep: Class 24 contains 67918 members 
Mstep: Class 25 contains 114683 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 23815 members 
Mstep: Class 28 contains 131809 members 
Mstep: Class 29 contains 15591 members 
Mstep: Class 30 contains 77201 members 
Entering Unmasked Estep 
Score: -272285056.000000 Penalty: 257475.359375
Splitting cluster 18 changes total score from -272228864.000000 to -272285056.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (30253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Entering Unmasked Estep 
Score: -6935878.000000 Penalty: 6319.376953
	Iteration 0F: 2 clusters Score -6935878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -6912965.000000 Penalty: 12638.753906
	Iteration 0F: 3 clusters Score -6912965 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -6919541.500000 Penalty: 12638.753906
	Iteration 1F: 3 clusters Score -6919542 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -6920207.500000 Penalty: 12638.753906
	Iteration 2F: 3 clusters Score -6920208 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -6920706.000000 Penalty: 12638.753906
	Iteration 3Q: 3 clusters Score -6920706 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -6921100.000000 Penalty: 12638.753906
	Iteration 4Q: 3 clusters Score -6921100 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -6921449.000000 Penalty: 12638.753906
	Iteration 5Q: 3 clusters Score -6921449 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -6921756.500000 Penalty: 12638.753906
	Iteration 6Q: 3 clusters Score -6921756 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -6922059.500000 Penalty: 12638.753906
	Iteration 7Q: 3 clusters Score -6922060 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -6922417.500000 Penalty: 12638.753906
	Iteration 8Q: 3 clusters Score -6922418 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -6922872.000000 Penalty: 12638.753906
	Iteration 9Q: 3 clusters Score -6922872 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -6923461.000000 Penalty: 12638.753906
	Iteration 10Q: 3 clusters Score -6923461 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -6924163.000000 Penalty: 12638.753906
	Iteration 11Q: 3 clusters Score -6924163 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -6925007.000000 Penalty: 12638.753906
	Iteration 12Q: 3 clusters Score -6925007 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -6926017.000000 Penalty: 12638.753906
	Iteration 13Q: 3 clusters Score -6926017 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -6927014.500000 Penalty: 12638.753906
	Iteration 14Q: 3 clusters Score -6927014 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -6927951.000000 Penalty: 12638.753906
	Iteration 15Q: 3 clusters Score -6927951 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6928649.500000 Penalty: 12638.753906
	Iteration 16Q: 3 clusters Score -6928650 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6929134.000000 Penalty: 12638.753906
	Iteration 17Q: 3 clusters Score -6929134 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6929454.000000 Penalty: 12638.753906
	Iteration 18Q: 3 clusters Score -6929454 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6929702.500000 Penalty: 12638.753906
	Iteration 19Q: 3 clusters Score -6929702 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6929859.500000 Penalty: 12638.753906
	Iteration 20F: 3 clusters Score -6929860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6929988.000000 Penalty: 12638.753906
	Iteration 21Q: 3 clusters Score -6929988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6930054.000000 Penalty: 12638.753906
	Iteration 22Q: 3 clusters Score -6930054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6930098.500000 Penalty: 12638.753906
	Iteration 23Q: 3 clusters Score -6930098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6930135.000000 Penalty: 12638.753906
	Iteration 24Q: 3 clusters Score -6930135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6930157.500000 Penalty: 12638.753906
	Iteration 25Q: 3 clusters Score -6930158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6930176.500000 Penalty: 12638.753906
	Iteration 26Q: 3 clusters Score -6930176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6930175.000000 Penalty: 12638.753906
	Iteration 27Q: 3 clusters Score -6930175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6930189.000000 Penalty: 12638.753906
	Iteration 28Q: 3 clusters Score -6930189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6930201.000000 Penalty: 12638.753906
	Iteration 29Q: 3 clusters Score -6930201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6930209.500000 Penalty: 12638.753906
	Iteration 30Q: 3 clusters Score -6930210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6930225.500000 Penalty: 12638.753906
	Iteration 31Q: 3 clusters Score -6930226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6930232.000000 Penalty: 12638.753906
	Iteration 32Q: 3 clusters Score -6930232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6930247.500000 Penalty: 12638.753906
	Iteration 33Q: 3 clusters Score -6930248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6930254.000000 Penalty: 12638.753906
	Iteration 34Q: 3 clusters Score -6930254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6930265.000000 Penalty: 12638.753906
	Iteration 35Q: 3 clusters Score -6930265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6930268.000000 Penalty: 12638.753906
	Iteration 36Q: 3 clusters Score -6930268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6930269.500000 Penalty: 12638.753906
	Iteration 37Q: 3 clusters Score -6930270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6930267.500000 Penalty: 12638.753906
	Iteration 38Q: 3 clusters Score -6930268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6930279.500000 Penalty: 12638.753906
	Iteration 39Q: 3 clusters Score -6930280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6930275.500000 Penalty: 12638.753906
	Iteration 40F: 3 clusters Score -6930276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (136318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136318 members 
Entering Unmasked Estep 
Score: -30589690.000000 Penalty: 7241.431641
	Iteration 0F: 2 clusters Score -3.058969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -30500666.000000 Penalty: 14482.863281
	Iteration 0F: 3 clusters Score -3.050067e+07 nChanged 63111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -30536320.000000 Penalty: 14482.863281
	Iteration 1F: 3 clusters Score -3.053632e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -30537866.000000 Penalty: 14482.863281
	Iteration 2Q: 3 clusters Score -3.053787e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -30539656.000000 Penalty: 14482.863281
	Iteration 3Q: 3 clusters Score -3.053966e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -30541988.000000 Penalty: 14482.863281
	Iteration 4Q: 3 clusters Score -3.054199e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -30545332.000000 Penalty: 14482.863281
	Iteration 5Q: 3 clusters Score -3.054533e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -30550120.000000 Penalty: 14482.863281
	Iteration 6F: 3 clusters Score -3.055012e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -30555414.000000 Penalty: 14482.863281
	Iteration 7F: 3 clusters Score -3.055541e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -30560932.000000 Penalty: 14482.863281
	Iteration 8F: 3 clusters Score -3.056093e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -30564796.000000 Penalty: 14482.863281
	Iteration 9F: 3 clusters Score -3.05648e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69764 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -30567666.000000 Penalty: 14482.863281
	Iteration 10Q: 3 clusters Score -3.056767e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -30569682.000000 Penalty: 14482.863281
	Iteration 11Q: 3 clusters Score -3.056968e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -30571328.000000 Penalty: 14482.863281
	Iteration 12Q: 3 clusters Score -3.057133e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -30572506.000000 Penalty: 14482.863281
	Iteration 13Q: 3 clusters Score -3.057251e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -30573492.000000 Penalty: 14482.863281
	Iteration 14Q: 3 clusters Score -3.057349e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -30574574.000000 Penalty: 14482.863281
	Iteration 15Q: 3 clusters Score -3.057457e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -30575898.000000 Penalty: 14482.863281
	Iteration 16Q: 3 clusters Score -3.05759e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -30577056.000000 Penalty: 14482.863281
	Iteration 17Q: 3 clusters Score -3.057706e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 87064 members 
Entering Unmasked Estep 
Score: -30578232.000000 Penalty: 14482.863281
	Iteration 18Q: 3 clusters Score -3.057823e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -30579254.000000 Penalty: 14482.863281
	Iteration 19Q: 3 clusters Score -3.057925e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -30580392.000000 Penalty: 14482.863281
	Iteration 20F: 3 clusters Score -3.058039e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 96652 members 
Entering Unmasked Estep 
Score: -30581450.000000 Penalty: 14482.863281
	Iteration 21Q: 3 clusters Score -3.058145e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 99695 members 
Entering Unmasked Estep 
Score: -30582416.000000 Penalty: 14482.863281
	Iteration 22Q: 3 clusters Score -3.058242e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -30583450.000000 Penalty: 14482.863281
	Iteration 23Q: 3 clusters Score -3.058345e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 105348 members 
Entering Unmasked Estep 
Score: -30584464.000000 Penalty: 14482.863281
	Iteration 24Q: 3 clusters Score -3.058446e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -30585500.000000 Penalty: 14482.863281
	Iteration 25Q: 3 clusters Score -3.05855e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 110449 members 
Entering Unmasked Estep 
Score: -30586834.000000 Penalty: 14482.863281
	Iteration 26Q: 3 clusters Score -3.058683e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 112667 members 
Entering Unmasked Estep 
Score: -30587880.000000 Penalty: 14482.863281
	Iteration 27Q: 3 clusters Score -3.058788e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 114544 members 
Entering Unmasked Estep 
Score: -30588788.000000 Penalty: 14482.863281
	Iteration 28Q: 3 clusters Score -3.058879e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 116141 members 
Entering Unmasked Estep 
Score: -30589576.000000 Penalty: 14482.863281
	Iteration 29Q: 3 clusters Score -3.058958e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 117485 members 
Entering Unmasked Estep 
Score: -30590206.000000 Penalty: 14482.863281
	Iteration 30Q: 3 clusters Score -3.059021e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 118508 members 
Entering Unmasked Estep 
Score: -30590612.000000 Penalty: 14482.863281
	Iteration 31Q: 3 clusters Score -3.059061e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 119283 members 
Entering Unmasked Estep 
Score: -30590816.000000 Penalty: 14482.863281
	Iteration 32Q: 3 clusters Score -3.059082e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -30590860.000000 Penalty: 14482.863281
	Iteration 33Q: 3 clusters Score -3.059086e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 120510 members 
Entering Unmasked Estep 
Score: -30590942.000000 Penalty: 14482.863281
	Iteration 34Q: 3 clusters Score -3.059094e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 120919 members 
Entering Unmasked Estep 
Score: -30591028.000000 Penalty: 14482.863281
	Iteration 35Q: 3 clusters Score -3.059103e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 121253 members 
Entering Unmasked Estep 
Score: -30591024.000000 Penalty: 14482.863281
	Iteration 36Q: 3 clusters Score -3.059102e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 121525 members 
Entering Unmasked Estep 
Score: -30591056.000000 Penalty: 14482.863281
	Iteration 37Q: 3 clusters Score -3.059106e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 121748 members 
Entering Unmasked Estep 
Score: -30591124.000000 Penalty: 14482.863281
	Iteration 38Q: 3 clusters Score -3.059112e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -30591112.000000 Penalty: 14482.863281
	Iteration 39Q: 3 clusters Score -3.059111e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 122070 members 
Entering Unmasked Estep 
Score: -30591208.000000 Penalty: 14482.863281
	Iteration 40F: 3 clusters Score -3.059121e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 122187 members 
Entering Unmasked Estep 
Score: -30591214.000000 Penalty: 14482.863281
	Iteration 41Q: 3 clusters Score -3.059121e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 122291 members 
Entering Unmasked Estep 
Score: -30591188.000000 Penalty: 14482.863281
	Iteration 42Q: 3 clusters Score -3.059119e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 122367 members 
Entering Unmasked Estep 
Score: -30591192.000000 Penalty: 14482.863281
	Iteration 43Q: 3 clusters Score -3.059119e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 122428 members 
Entering Unmasked Estep 
Score: -30591194.000000 Penalty: 14482.863281
	Iteration 44Q: 3 clusters Score -3.059119e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 122489 members 
Entering Unmasked Estep 
Score: -30591176.000000 Penalty: 14482.863281
	Iteration 45Q: 3 clusters Score -3.059118e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 122537 members 
Entering Unmasked Estep 
Score: -30591172.000000 Penalty: 14482.863281
	Iteration 46Q: 3 clusters Score -3.059117e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 122573 members 
Entering Unmasked Estep 
Score: -30591192.000000 Penalty: 14482.863281
	Iteration 47Q: 3 clusters Score -3.059119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 122608 members 
Entering Unmasked Estep 
Score: -30591210.000000 Penalty: 14482.863281
	Iteration 48Q: 3 clusters Score -3.059121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 122633 members 
Entering Unmasked Estep 
Score: -30591216.000000 Penalty: 14482.863281
	Iteration 49Q: 3 clusters Score -3.059122e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 122654 members 
Entering Unmasked Estep 
Score: -30591202.000000 Penalty: 14482.863281
	Iteration 50Q: 3 clusters Score -3.05912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 122670 members 
Entering Unmasked Estep 
Score: -30591194.000000 Penalty: 14482.863281
	Iteration 51Q: 3 clusters Score -3.059119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 122680 members 
Entering Unmasked Estep 
Score: -30591184.000000 Penalty: 14482.863281
	Iteration 52Q: 3 clusters Score -3.059118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 122694 members 
Entering Unmasked Estep 
Score: -30591194.000000 Penalty: 14482.863281
	Iteration 53Q: 3 clusters Score -3.059119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 122701 members 
Entering Unmasked Estep 
Score: -30591196.000000 Penalty: 14482.863281
	Iteration 54Q: 3 clusters Score -3.05912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -30591174.000000 Penalty: 14482.863281
	Iteration 55Q: 3 clusters Score -3.059117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 122716 members 
Entering Unmasked Estep 
Score: -30591152.000000 Penalty: 14482.863281
	Iteration 56Q: 3 clusters Score -3.059115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
Score: -30591158.000000 Penalty: 14482.863281
	Iteration 57Q: 3 clusters Score -3.059116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -30591156.000000 Penalty: 14482.863281
	Iteration 58Q: 3 clusters Score -3.059116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 122740 members 
Entering Unmasked Estep 
Score: -30591164.000000 Penalty: 14482.863281
	Iteration 59Q: 3 clusters Score -3.059116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 122749 members 
Entering Unmasked Estep 
Score: -30591184.000000 Penalty: 14482.863281
	Iteration 60F: 3 clusters Score -3.059118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 122752 members 
Entering Unmasked Estep 
Score: -30591160.000000 Penalty: 14482.863281
	Iteration 61Q: 3 clusters Score -3.059116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 122759 members 
Entering Unmasked Estep 
Score: -30591160.000000 Penalty: 14482.863281
	Iteration 62Q: 3 clusters Score -3.059116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 122767 members 
Entering Unmasked Estep 
Score: -30591164.000000 Penalty: 14482.863281
	Iteration 63Q: 3 clusters Score -3.059116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 122773 members 
Entering Unmasked Estep 
Score: -30591172.000000 Penalty: 14482.863281
	Iteration 64Q: 3 clusters Score -3.059117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 122777 members 
Entering Unmasked Estep 
Score: -30591172.000000 Penalty: 14482.863281
	Iteration 65Q: 3 clusters Score -3.059117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 122783 members 
Entering Unmasked Estep 
Score: -30591152.000000 Penalty: 14482.863281
	Iteration 66Q: 3 clusters Score -3.059115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 122790 members 
Entering Unmasked Estep 
Score: -30591136.000000 Penalty: 14482.863281
	Iteration 67Q: 3 clusters Score -3.059114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -30591142.000000 Penalty: 14482.863281
	Iteration 68Q: 3 clusters Score -3.059114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 122795 members 
Entering Unmasked Estep 
Score: -30591148.000000 Penalty: 14482.863281
	Iteration 69Q: 3 clusters Score -3.059115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 122798 members 
Entering Unmasked Estep 
Score: -30591144.000000 Penalty: 14482.863281
	Iteration 70Q: 3 clusters Score -3.059114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 122802 members 
Entering Unmasked Estep 
Score: -30591160.000000 Penalty: 14482.863281
	Iteration 71Q: 3 clusters Score -3.059116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 122805 members 
Entering Unmasked Estep 
Score: -30591140.000000 Penalty: 14482.863281
	Iteration 72Q: 3 clusters Score -3.059114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 122805 members 
Entering Unmasked Estep 
Score: -30591140.000000 Penalty: 14482.863281
	Iteration 73Q: 3 clusters Score -3.059114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 122804 members 
Entering Unmasked Estep 
Score: -30591150.000000 Penalty: 14482.863281
	Iteration 74Q: 3 clusters Score -3.059115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 122805 members 
Entering Unmasked Estep 
Score: -30591154.000000 Penalty: 14482.863281
	Iteration 75Q: 3 clusters Score -3.059115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 122808 members 
Entering Unmasked Estep 
Score: -30591144.000000 Penalty: 14482.863281
	Iteration 76Q: 3 clusters Score -3.059114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 122809 members 
Entering Unmasked Estep 
Score: -30591144.000000 Penalty: 14482.863281
	Iteration 77Q: 3 clusters Score -3.059114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 122811 members 
Entering Unmasked Estep 
Score: -30591152.000000 Penalty: 14482.863281
	Iteration 78Q: 3 clusters Score -3.059115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -30591148.000000 Penalty: 14482.863281
	Iteration 79Q: 3 clusters Score -3.059115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -30591148.000000 Penalty: 14482.863281
	Iteration 80F: 3 clusters Score -3.059115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 30905 members 
Mstep: Class 6 contains 18755 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 26439 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 74932 members 
Mstep: Class 16 contains 9529 members 
Mstep: Class 17 contains 112563 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 74792 members 
Mstep: Class 23 contains 73317 members 
Mstep: Class 24 contains 67918 members 
Mstep: Class 25 contains 114683 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 23815 members 
Mstep: Class 28 contains 131809 members 
Mstep: Class 29 contains 15591 members 
Mstep: Class 30 contains 77201 members 
Mstep: Class 31 contains 122813 members 
Entering Unmasked Estep 
Score: -272291232.000000 Penalty: 266057.875000
Splitting cluster 21 changes total score from -272228864.000000 to -272291232.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (74792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74792 members 
Entering Unmasked Estep 
Score: -17121028.000000 Penalty: 6873.760742
	Iteration 0F: 2 clusters Score -1.712103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -17069578.000000 Penalty: 13747.521484
	Iteration 0F: 3 clusters Score -1.706958e+07 nChanged 33694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -17087918.000000 Penalty: 13747.521484
	Iteration 1F: 3 clusters Score -1.708792e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -17089024.000000 Penalty: 13747.521484
	Iteration 2Q: 3 clusters Score -1.708902e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -17089992.000000 Penalty: 13747.521484
	Iteration 3Q: 3 clusters Score -1.708999e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -17091080.000000 Penalty: 13747.521484
	Iteration 4Q: 3 clusters Score -1.709108e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -17092076.000000 Penalty: 13747.521484
	Iteration 5Q: 3 clusters Score -1.709208e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -17093236.000000 Penalty: 13747.521484
	Iteration 6Q: 3 clusters Score -1.709324e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -17094692.000000 Penalty: 13747.521484
	Iteration 7Q: 3 clusters Score -1.709469e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -17096202.000000 Penalty: 13747.521484
	Iteration 8Q: 3 clusters Score -1.70962e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -17098314.000000 Penalty: 13747.521484
	Iteration 9Q: 3 clusters Score -1.709831e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -17101436.000000 Penalty: 13747.521484
	Iteration 10F: 3 clusters Score -1.710144e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -17105478.000000 Penalty: 13747.521484
	Iteration 11F: 3 clusters Score -1.710548e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -17109568.000000 Penalty: 13747.521484
	Iteration 12F: 3 clusters Score -1.710957e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -17112290.000000 Penalty: 13747.521484
	Iteration 13Q: 3 clusters Score -1.711229e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -17113772.000000 Penalty: 13747.521484
	Iteration 14Q: 3 clusters Score -1.711377e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -17114546.000000 Penalty: 13747.521484
	Iteration 15Q: 3 clusters Score -1.711455e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -17114954.000000 Penalty: 13747.521484
	Iteration 16Q: 3 clusters Score -1.711495e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -17115268.000000 Penalty: 13747.521484
	Iteration 17Q: 3 clusters Score -1.711527e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -17115434.000000 Penalty: 13747.521484
	Iteration 18Q: 3 clusters Score -1.711543e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -17115684.000000 Penalty: 13747.521484
	Iteration 19Q: 3 clusters Score -1.711568e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -17115852.000000 Penalty: 13747.521484
	Iteration 20F: 3 clusters Score -1.711585e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -17115958.000000 Penalty: 13747.521484
	Iteration 21Q: 3 clusters Score -1.711596e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -17116026.000000 Penalty: 13747.521484
	Iteration 22Q: 3 clusters Score -1.711603e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -17116094.000000 Penalty: 13747.521484
	Iteration 23Q: 3 clusters Score -1.711609e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -17116146.000000 Penalty: 13747.521484
	Iteration 24Q: 3 clusters Score -1.711615e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -17116128.000000 Penalty: 13747.521484
	Iteration 25Q: 3 clusters Score -1.711613e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -17116178.000000 Penalty: 13747.521484
	Iteration 26Q: 3 clusters Score -1.711618e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -17116234.000000 Penalty: 13747.521484
	Iteration 27Q: 3 clusters Score -1.711623e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -17116272.000000 Penalty: 13747.521484
	Iteration 28Q: 3 clusters Score -1.711627e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -17116332.000000 Penalty: 13747.521484
	Iteration 29Q: 3 clusters Score -1.711633e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -17116370.000000 Penalty: 13747.521484
	Iteration 30Q: 3 clusters Score -1.711637e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -17116376.000000 Penalty: 13747.521484
	Iteration 31Q: 3 clusters Score -1.711638e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -17116396.000000 Penalty: 13747.521484
	Iteration 32Q: 3 clusters Score -1.71164e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -17116446.000000 Penalty: 13747.521484
	Iteration 33Q: 3 clusters Score -1.711645e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -17116524.000000 Penalty: 13747.521484
	Iteration 34Q: 3 clusters Score -1.711652e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -17116602.000000 Penalty: 13747.521484
	Iteration 35Q: 3 clusters Score -1.71166e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -17116706.000000 Penalty: 13747.521484
	Iteration 36Q: 3 clusters Score -1.711671e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -17116832.000000 Penalty: 13747.521484
	Iteration 37Q: 3 clusters Score -1.711683e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -17116952.000000 Penalty: 13747.521484
	Iteration 38Q: 3 clusters Score -1.711695e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -17117100.000000 Penalty: 13747.521484
	Iteration 39Q: 3 clusters Score -1.71171e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -17117334.000000 Penalty: 13747.521484
	Iteration 40F: 3 clusters Score -1.711733e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -17117592.000000 Penalty: 13747.521484
	Iteration 41Q: 3 clusters Score -1.711759e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -17117922.000000 Penalty: 13747.521484
	Iteration 42Q: 3 clusters Score -1.711792e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -17118330.000000 Penalty: 13747.521484
	Iteration 43Q: 3 clusters Score -1.711833e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -17118768.000000 Penalty: 13747.521484
	Iteration 44Q: 3 clusters Score -1.711877e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -17119174.000000 Penalty: 13747.521484
	Iteration 45Q: 3 clusters Score -1.711917e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -17119548.000000 Penalty: 13747.521484
	Iteration 46Q: 3 clusters Score -1.711955e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -17119820.000000 Penalty: 13747.521484
	Iteration 47Q: 3 clusters Score -1.711982e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -17120106.000000 Penalty: 13747.521484
	Iteration 48Q: 3 clusters Score -1.712011e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -17120240.000000 Penalty: 13747.521484
	Iteration 49Q: 3 clusters Score -1.712024e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -17120352.000000 Penalty: 13747.521484
	Iteration 50Q: 3 clusters Score -1.712035e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -17120482.000000 Penalty: 13747.521484
	Iteration 51Q: 3 clusters Score -1.712048e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -17120516.000000 Penalty: 13747.521484
	Iteration 52Q: 3 clusters Score -1.712052e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -17120558.000000 Penalty: 13747.521484
	Iteration 53Q: 3 clusters Score -1.712056e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -17120572.000000 Penalty: 13747.521484
	Iteration 54Q: 3 clusters Score -1.712057e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -17120604.000000 Penalty: 13747.521484
	Iteration 55Q: 3 clusters Score -1.71206e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -17120626.000000 Penalty: 13747.521484
	Iteration 56Q: 3 clusters Score -1.712063e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -17120622.000000 Penalty: 13747.521484
	Iteration 57Q: 3 clusters Score -1.712062e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -17120624.000000 Penalty: 13747.521484
	Iteration 58Q: 3 clusters Score -1.712062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -17120672.000000 Penalty: 13747.521484
	Iteration 59Q: 3 clusters Score -1.712067e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -17120674.000000 Penalty: 13747.521484
	Iteration 60F: 3 clusters Score -1.712067e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -17120690.000000 Penalty: 13747.521484
	Iteration 61Q: 3 clusters Score -1.712069e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -17120672.000000 Penalty: 13747.521484
	Iteration 62Q: 3 clusters Score -1.712067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -17120686.000000 Penalty: 13747.521484
	Iteration 63Q: 3 clusters Score -1.712069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -17120672.000000 Penalty: 13747.521484
	Iteration 64Q: 3 clusters Score -1.712067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -17120670.000000 Penalty: 13747.521484
	Iteration 65Q: 3 clusters Score -1.712067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -17120652.000000 Penalty: 13747.521484
	Iteration 66Q: 3 clusters Score -1.712065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -17120670.000000 Penalty: 13747.521484
	Iteration 67Q: 3 clusters Score -1.712067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -17120672.000000 Penalty: 13747.521484
	Iteration 68Q: 3 clusters Score -1.712067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -17120678.000000 Penalty: 13747.521484
	Iteration 69Q: 3 clusters Score -1.712068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -17120688.000000 Penalty: 13747.521484
	Iteration 70Q: 3 clusters Score -1.712069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -17120680.000000 Penalty: 13747.521484
	Iteration 71Q: 3 clusters Score -1.712068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -17120688.000000 Penalty: 13747.521484
	Iteration 72Q: 3 clusters Score -1.712069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -17120688.000000 Penalty: 13747.521484
	Iteration 73Q: 3 clusters Score -1.712069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -17120692.000000 Penalty: 13747.521484
	Iteration 74Q: 3 clusters Score -1.712069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -17120686.000000 Penalty: 13747.521484
	Iteration 75Q: 3 clusters Score -1.712069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -17120678.000000 Penalty: 13747.521484
	Iteration 76Q: 3 clusters Score -1.712068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -17120678.000000 Penalty: 13747.521484
	Iteration 77F: 3 clusters Score -1.712068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Entering Unmasked Estep 
Score: -16009614.000000 Penalty: 6861.560547
	Iteration 0F: 2 clusters Score -1.600961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -15958878.000000 Penalty: 13723.121094
	Iteration 0F: 3 clusters Score -1.595888e+07 nChanged 33087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -15977379.000000 Penalty: 13723.121094
	Iteration 1F: 3 clusters Score -1.597738e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -15979532.000000 Penalty: 13723.121094
	Iteration 2F: 3 clusters Score -1.597953e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -15982989.000000 Penalty: 13723.121094
	Iteration 3F: 3 clusters Score -1.598299e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -15987783.000000 Penalty: 13723.121094
	Iteration 4F: 3 clusters Score -1.598778e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -15992241.000000 Penalty: 13723.121094
	Iteration 5F: 3 clusters Score -1.599224e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -15996161.000000 Penalty: 13723.121094
	Iteration 6F: 3 clusters Score -1.599616e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -15999356.000000 Penalty: 13723.121094
	Iteration 7F: 3 clusters Score -1.599936e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -16001753.000000 Penalty: 13723.121094
	Iteration 8F: 3 clusters Score -1.600175e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -16003330.000000 Penalty: 13723.121094
	Iteration 9Q: 3 clusters Score -1.600333e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -16004475.000000 Penalty: 13723.121094
	Iteration 10Q: 3 clusters Score -1.600448e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -16005406.000000 Penalty: 13723.121094
	Iteration 11Q: 3 clusters Score -1.600541e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -16006475.000000 Penalty: 13723.121094
	Iteration 12Q: 3 clusters Score -1.600648e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -16007418.000000 Penalty: 13723.121094
	Iteration 13Q: 3 clusters Score -1.600742e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -16008185.000000 Penalty: 13723.121094
	Iteration 14Q: 3 clusters Score -1.600818e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -16008802.000000 Penalty: 13723.121094
	Iteration 15Q: 3 clusters Score -1.60088e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -16009510.000000 Penalty: 13723.121094
	Iteration 16Q: 3 clusters Score -1.600951e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -16010009.000000 Penalty: 13723.121094
	Iteration 17Q: 3 clusters Score -1.601001e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -16010469.000000 Penalty: 13723.121094
	Iteration 18Q: 3 clusters Score -1.601047e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -16010892.000000 Penalty: 13723.121094
	Iteration 19Q: 3 clusters Score -1.601089e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -16011312.000000 Penalty: 13723.121094
	Iteration 20F: 3 clusters Score -1.601131e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -16011669.000000 Penalty: 13723.121094
	Iteration 21Q: 3 clusters Score -1.601167e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -16011938.000000 Penalty: 13723.121094
	Iteration 22Q: 3 clusters Score -1.601194e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -16012235.000000 Penalty: 13723.121094
	Iteration 23Q: 3 clusters Score -1.601224e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -16012432.000000 Penalty: 13723.121094
	Iteration 24Q: 3 clusters Score -1.601243e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -16012564.000000 Penalty: 13723.121094
	Iteration 25Q: 3 clusters Score -1.601256e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -16012689.000000 Penalty: 13723.121094
	Iteration 26Q: 3 clusters Score -1.601269e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -16012839.000000 Penalty: 13723.121094
	Iteration 27Q: 3 clusters Score -1.601284e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -16012964.000000 Penalty: 13723.121094
	Iteration 28Q: 3 clusters Score -1.601296e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -16013085.000000 Penalty: 13723.121094
	Iteration 29Q: 3 clusters Score -1.601308e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -16013233.000000 Penalty: 13723.121094
	Iteration 30Q: 3 clusters Score -1.601323e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -16013309.000000 Penalty: 13723.121094
	Iteration 31Q: 3 clusters Score -1.601331e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -16013455.000000 Penalty: 13723.121094
	Iteration 32Q: 3 clusters Score -1.601346e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -16013546.000000 Penalty: 13723.121094
	Iteration 33Q: 3 clusters Score -1.601355e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -16013644.000000 Penalty: 13723.121094
	Iteration 34Q: 3 clusters Score -1.601364e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -16013745.000000 Penalty: 13723.121094
	Iteration 35Q: 3 clusters Score -1.601374e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -16013836.000000 Penalty: 13723.121094
	Iteration 36Q: 3 clusters Score -1.601384e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -16013888.000000 Penalty: 13723.121094
	Iteration 37Q: 3 clusters Score -1.601389e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -16013978.000000 Penalty: 13723.121094
	Iteration 38Q: 3 clusters Score -1.601398e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -16014023.000000 Penalty: 13723.121094
	Iteration 39Q: 3 clusters Score -1.601402e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -16014131.000000 Penalty: 13723.121094
	Iteration 40F: 3 clusters Score -1.601413e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -16014167.000000 Penalty: 13723.121094
	Iteration 41Q: 3 clusters Score -1.601417e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -16014246.000000 Penalty: 13723.121094
	Iteration 42Q: 3 clusters Score -1.601425e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -16014254.000000 Penalty: 13723.121094
	Iteration 43Q: 3 clusters Score -1.601425e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -16014280.000000 Penalty: 13723.121094
	Iteration 44Q: 3 clusters Score -1.601428e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 66483 members 
Entering Unmasked Estep 
Score: -16014284.000000 Penalty: 13723.121094
	Iteration 45Q: 3 clusters Score -1.601428e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -16014326.000000 Penalty: 13723.121094
	Iteration 46Q: 3 clusters Score -1.601433e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -16014346.000000 Penalty: 13723.121094
	Iteration 47Q: 3 clusters Score -1.601435e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -16014369.000000 Penalty: 13723.121094
	Iteration 48Q: 3 clusters Score -1.601437e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -16014375.000000 Penalty: 13723.121094
	Iteration 49Q: 3 clusters Score -1.601438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -16014382.000000 Penalty: 13723.121094
	Iteration 50Q: 3 clusters Score -1.601438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 66686 members 
Entering Unmasked Estep 
Score: -16014372.000000 Penalty: 13723.121094
	Iteration 51Q: 3 clusters Score -1.601437e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 66702 members 
Entering Unmasked Estep 
Score: -16014377.000000 Penalty: 13723.121094
	Iteration 52Q: 3 clusters Score -1.601438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 66719 members 
Entering Unmasked Estep 
Score: -16014379.000000 Penalty: 13723.121094
	Iteration 53Q: 3 clusters Score -1.601438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -16014386.000000 Penalty: 13723.121094
	Iteration 54Q: 3 clusters Score -1.601439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -16014366.000000 Penalty: 13723.121094
	Iteration 55Q: 3 clusters Score -1.601437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -16014365.000000 Penalty: 13723.121094
	Iteration 56Q: 3 clusters Score -1.601436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -16014369.000000 Penalty: 13723.121094
	Iteration 57Q: 3 clusters Score -1.601437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -16014382.000000 Penalty: 13723.121094
	Iteration 58Q: 3 clusters Score -1.601438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -16014375.000000 Penalty: 13723.121094
	Iteration 59Q: 3 clusters Score -1.601438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -16014369.000000 Penalty: 13723.121094
	Iteration 60F: 3 clusters Score -1.601437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -16014398.000000 Penalty: 13723.121094
	Iteration 61Q: 3 clusters Score -1.60144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -16014368.000000 Penalty: 13723.121094
	Iteration 62Q: 3 clusters Score -1.601437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -16014382.000000 Penalty: 13723.121094
	Iteration 63Q: 3 clusters Score -1.601438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -16014393.000000 Penalty: 13723.121094
	Iteration 64Q: 3 clusters Score -1.601439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -16014390.000000 Penalty: 13723.121094
	Iteration 65Q: 3 clusters Score -1.601439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -16014398.000000 Penalty: 13723.121094
	Iteration 66Q: 3 clusters Score -1.60144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -16014392.000000 Penalty: 13723.121094
	Iteration 67Q: 3 clusters Score -1.601439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -16014400.000000 Penalty: 13723.121094
	Iteration 68Q: 3 clusters Score -1.60144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -16014410.000000 Penalty: 13723.121094
	Iteration 69Q: 3 clusters Score -1.601441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -16014410.000000 Penalty: 13723.121094
	Iteration 70F: 3 clusters Score -1.601441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 30905 members 
Mstep: Class 6 contains 18755 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 26439 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 74932 members 
Mstep: Class 16 contains 9529 members 
Mstep: Class 17 contains 112563 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 74792 members 
Mstep: Class 23 contains 6493 members 
Mstep: Class 24 contains 67918 members 
Mstep: Class 25 contains 114683 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 23815 members 
Mstep: Class 28 contains 131809 members 
Mstep: Class 29 contains 15591 members 
Mstep: Class 30 contains 77201 members 
Mstep: Class 31 contains 122813 members 
Mstep: Class 32 contains 66824 members 
Entering Unmasked Estep 
Score: -272295264.000000 Penalty: 274640.375000
Splitting cluster 23 changes total score from -272228864.000000 to -272295264.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (67918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Entering Unmasked Estep 
Score: -15576683.000000 Penalty: 6814.709473
	Iteration 0F: 2 clusters Score -1.557668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -15529562.000000 Penalty: 13629.418945
	Iteration 0F: 3 clusters Score -1.552956e+07 nChanged 30382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -15545655.000000 Penalty: 13629.418945
	Iteration 1F: 3 clusters Score -1.554566e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -15546688.000000 Penalty: 13629.418945
	Iteration 2Q: 3 clusters Score -1.554669e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -15547550.000000 Penalty: 13629.418945
	Iteration 3Q: 3 clusters Score -1.554755e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -15548358.000000 Penalty: 13629.418945
	Iteration 4Q: 3 clusters Score -1.554836e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -15549118.000000 Penalty: 13629.418945
	Iteration 5Q: 3 clusters Score -1.554912e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -15549857.000000 Penalty: 13629.418945
	Iteration 6Q: 3 clusters Score -1.554986e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -15550732.000000 Penalty: 13629.418945
	Iteration 7Q: 3 clusters Score -1.555073e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -15551982.000000 Penalty: 13629.418945
	Iteration 8Q: 3 clusters Score -1.555198e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -15553549.000000 Penalty: 13629.418945
	Iteration 9Q: 3 clusters Score -1.555355e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -15555658.000000 Penalty: 13629.418945
	Iteration 10Q: 3 clusters Score -1.555566e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -15558196.000000 Penalty: 13629.418945
	Iteration 11F: 3 clusters Score -1.55582e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -15561298.000000 Penalty: 13629.418945
	Iteration 12F: 3 clusters Score -1.55613e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -15564159.000000 Penalty: 13629.418945
	Iteration 13F: 3 clusters Score -1.556416e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -15566559.000000 Penalty: 13629.418945
	Iteration 14Q: 3 clusters Score -1.556656e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -15568177.000000 Penalty: 13629.418945
	Iteration 15Q: 3 clusters Score -1.556818e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -15569285.000000 Penalty: 13629.418945
	Iteration 16Q: 3 clusters Score -1.556928e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -15569953.000000 Penalty: 13629.418945
	Iteration 17Q: 3 clusters Score -1.556995e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -15570318.000000 Penalty: 13629.418945
	Iteration 18Q: 3 clusters Score -1.557032e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -15570572.000000 Penalty: 13629.418945
	Iteration 19Q: 3 clusters Score -1.557057e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -15570746.000000 Penalty: 13629.418945
	Iteration 20F: 3 clusters Score -1.557075e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -15570886.000000 Penalty: 13629.418945
	Iteration 21Q: 3 clusters Score -1.557089e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -15570989.000000 Penalty: 13629.418945
	Iteration 22Q: 3 clusters Score -1.557099e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -15571097.000000 Penalty: 13629.418945
	Iteration 23Q: 3 clusters Score -1.55711e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -15571165.000000 Penalty: 13629.418945
	Iteration 24Q: 3 clusters Score -1.557116e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -15571198.000000 Penalty: 13629.418945
	Iteration 25Q: 3 clusters Score -1.55712e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -15571259.000000 Penalty: 13629.418945
	Iteration 26Q: 3 clusters Score -1.557126e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -15571296.000000 Penalty: 13629.418945
	Iteration 27Q: 3 clusters Score -1.55713e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -15571350.000000 Penalty: 13629.418945
	Iteration 28Q: 3 clusters Score -1.557135e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -15571339.000000 Penalty: 13629.418945
	Iteration 29Q: 3 clusters Score -1.557134e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -15571344.000000 Penalty: 13629.418945
	Iteration 30Q: 3 clusters Score -1.557134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -15571349.000000 Penalty: 13629.418945
	Iteration 31Q: 3 clusters Score -1.557135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -15571349.000000 Penalty: 13629.418945
	Iteration 32Q: 3 clusters Score -1.557135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -15571366.000000 Penalty: 13629.418945
	Iteration 33Q: 3 clusters Score -1.557137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -15571356.000000 Penalty: 13629.418945
	Iteration 34Q: 3 clusters Score -1.557136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -15571366.000000 Penalty: 13629.418945
	Iteration 35Q: 3 clusters Score -1.557137e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -15571389.000000 Penalty: 13629.418945
	Iteration 36Q: 3 clusters Score -1.557139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -15571411.000000 Penalty: 13629.418945
	Iteration 37Q: 3 clusters Score -1.557141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -15571442.000000 Penalty: 13629.418945
	Iteration 38Q: 3 clusters Score -1.557144e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -15571435.000000 Penalty: 13629.418945
	Iteration 39Q: 3 clusters Score -1.557144e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -15571451.000000 Penalty: 13629.418945
	Iteration 40F: 3 clusters Score -1.557145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -15571456.000000 Penalty: 13629.418945
	Iteration 41Q: 3 clusters Score -1.557146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -15571447.000000 Penalty: 13629.418945
	Iteration 42Q: 3 clusters Score -1.557145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -15571434.000000 Penalty: 13629.418945
	Iteration 43Q: 3 clusters Score -1.557143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -15571459.000000 Penalty: 13629.418945
	Iteration 44Q: 3 clusters Score -1.557146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -15571457.000000 Penalty: 13629.418945
	Iteration 45Q: 3 clusters Score -1.557146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -15571430.000000 Penalty: 13629.418945
	Iteration 46Q: 3 clusters Score -1.557143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -15571441.000000 Penalty: 13629.418945
	Iteration 47Q: 3 clusters Score -1.557144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -15571444.000000 Penalty: 13629.418945
	Iteration 48Q: 3 clusters Score -1.557144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -15571440.000000 Penalty: 13629.418945
	Iteration 49Q: 3 clusters Score -1.557144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -15571450.000000 Penalty: 13629.418945
	Iteration 50Q: 3 clusters Score -1.557145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -15571452.000000 Penalty: 13629.418945
	Iteration 51Q: 3 clusters Score -1.557145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -15571448.000000 Penalty: 13629.418945
	Iteration 52Q: 3 clusters Score -1.557145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -15571463.000000 Penalty: 13629.418945
	Iteration 53Q: 3 clusters Score -1.557146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -15571459.000000 Penalty: 13629.418945
	Iteration 54Q: 3 clusters Score -1.557146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -15571459.000000 Penalty: 13629.418945
	Iteration 55F: 3 clusters Score -1.557146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 30905 members 
Mstep: Class 6 contains 18755 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 26439 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 74932 members 
Mstep: Class 16 contains 9529 members 
Mstep: Class 17 contains 112563 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 74792 members 
Mstep: Class 23 contains 6493 members 
Mstep: Class 24 contains 67918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272316480.000000 Penalty: 274640.375000
Iteration 39Q: 33 clusters Score -2.723165e+08 nChanged 40470
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 11838 members 
Mstep: Class 4 contains 33270 members 
Mstep: Class 5 contains 32210 members 
Mstep: Class 6 contains 18921 members 
Mstep: Class 7 contains 13936 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29369 members 
Mstep: Class 11 contains 20191 members 
Mstep: Class 12 contains 10826 members 
Mstep: Class 13 contains 27108 members 
Mstep: Class 14 contains 7833 members 
Mstep: Class 15 contains 79490 members 
Mstep: Class 16 contains 9782 members 
Mstep: Class 17 contains 113346 members 
Mstep: Class 18 contains 28091 members 
Mstep: Class 19 contains 29444 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 13743 members 
Mstep: Class 22 contains 75816 members 
Mstep: Class 23 contains 7750 members 
Mstep: Class 24 contains 66551 members 
Mstep: Class 25 contains 113467 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 26597 members 
Mstep: Class 28 contains 129376 members 
Mstep: Class 29 contains 15573 members 
Mstep: Class 30 contains 74169 members 
Mstep: Class 31 contains 117499 members 
Mstep: Class 32 contains 64637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272341568.000000 Penalty: 274640.375000
Iteration 40F: 33 clusters Score -2.723416e+08 nChanged 34858
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 11306 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 32964 members 
Mstep: Class 6 contains 18494 members 
Mstep: Class 7 contains 14199 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 8171 members 
Mstep: Class 10 contains 28543 members 
Mstep: Class 11 contains 20079 members 
Mstep: Class 12 contains 10456 members 
Mstep: Class 13 contains 27218 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 80754 members 
Mstep: Class 16 contains 9781 members 
Mstep: Class 17 contains 113892 members 
Mstep: Class 18 contains 28903 members 
Mstep: Class 19 contains 28449 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 13887 members 
Mstep: Class 22 contains 76012 members 
Mstep: Class 23 contains 8528 members 
Mstep: Class 24 contains 63482 members 
Mstep: Class 25 contains 114772 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 31475 members 
Mstep: Class 28 contains 128459 members 
Mstep: Class 29 contains 16768 members 
Mstep: Class 30 contains 72727 members 
Mstep: Class 31 contains 117042 members 
Mstep: Class 32 contains 64401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272356288.000000 Penalty: 274640.375000
Iteration 41Q: 33 clusters Score -2.723563e+08 nChanged 24173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 10913 members 
Mstep: Class 4 contains 33936 members 
Mstep: Class 5 contains 33782 members 
Mstep: Class 6 contains 18075 members 
Mstep: Class 7 contains 14394 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 8255 members 
Mstep: Class 10 contains 27811 members 
Mstep: Class 11 contains 20163 members 
Mstep: Class 12 contains 10195 members 
Mstep: Class 13 contains 27300 members 
Mstep: Class 14 contains 8109 members 
Mstep: Class 15 contains 82225 members 
Mstep: Class 16 contains 9829 members 
Mstep: Class 17 contains 114709 members 
Mstep: Class 18 contains 29697 members 
Mstep: Class 19 contains 27764 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 14118 members 
Mstep: Class 22 contains 76155 members 
Mstep: Class 23 contains 9145 members 
Mstep: Class 24 contains 60725 members 
Mstep: Class 25 contains 115561 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 35106 members 
Mstep: Class 28 contains 127625 members 
Mstep: Class 29 contains 17533 members 
Mstep: Class 30 contains 71272 members 
Mstep: Class 31 contains 116507 members 
Mstep: Class 32 contains 63943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272364992.000000 Penalty: 274640.375000
Iteration 42Q: 33 clusters Score -2.72365e+08 nChanged 19992
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 10629 members 
Mstep: Class 4 contains 34151 members 
Mstep: Class 5 contains 34628 members 
Mstep: Class 6 contains 17729 members 
Mstep: Class 7 contains 14558 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 8346 members 
Mstep: Class 10 contains 27081 members 
Mstep: Class 11 contains 20378 members 
Mstep: Class 12 contains 9931 members 
Mstep: Class 13 contains 27323 members 
Mstep: Class 14 contains 8259 members 
Mstep: Class 15 contains 83809 members 
Mstep: Class 16 contains 9911 members 
Mstep: Class 17 contains 115492 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 19 contains 27235 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 14420 members 
Mstep: Class 22 contains 76249 members 
Mstep: Class 23 contains 9637 members 
Mstep: Class 24 contains 58203 members 
Mstep: Class 25 contains 116027 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 38092 members 
Mstep: Class 28 contains 126796 members 
Mstep: Class 29 contains 18148 members 
Mstep: Class 30 contains 69915 members 
Mstep: Class 31 contains 115846 members 
Mstep: Class 32 contains 63617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272372352.000000 Penalty: 274640.375000
Iteration 43Q: 33 clusters Score -2.723724e+08 nChanged 17633
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 10371 members 
Mstep: Class 4 contains 34302 members 
Mstep: Class 5 contains 35519 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 14718 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 8434 members 
Mstep: Class 10 contains 26359 members 
Mstep: Class 11 contains 20686 members 
Mstep: Class 12 contains 9727 members 
Mstep: Class 13 contains 27341 members 
Mstep: Class 14 contains 8386 members 
Mstep: Class 15 contains 85511 members 
Mstep: Class 16 contains 10015 members 
Mstep: Class 17 contains 116212 members 
Mstep: Class 18 contains 30974 members 
Mstep: Class 19 contains 26766 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 14776 members 
Mstep: Class 22 contains 76305 members 
Mstep: Class 23 contains 10010 members 
Mstep: Class 24 contains 55799 members 
Mstep: Class 25 contains 116362 members 
Mstep: Class 26 contains 1229 members 
Mstep: Class 27 contains 40585 members 
Mstep: Class 28 contains 125999 members 
Mstep: Class 29 contains 18678 members 
Mstep: Class 30 contains 68699 members 
Mstep: Class 31 contains 115021 members 
Mstep: Class 32 contains 63328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272377504.000000 Penalty: 274640.375000
Iteration 44Q: 33 clusters Score -2.723775e+08 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 10164 members 
Mstep: Class 4 contains 34410 members 
Mstep: Class 5 contains 36364 members 
Mstep: Class 6 contains 16993 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 8487 members 
Mstep: Class 10 contains 25645 members 
Mstep: Class 11 contains 21069 members 
Mstep: Class 12 contains 9554 members 
Mstep: Class 13 contains 27331 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 87243 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 116852 members 
Mstep: Class 18 contains 31509 members 
Mstep: Class 19 contains 26374 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 15191 members 
Mstep: Class 22 contains 76340 members 
Mstep: Class 23 contains 10314 members 
Mstep: Class 24 contains 53502 members 
Mstep: Class 25 contains 116608 members 
Mstep: Class 26 contains 1228 members 
Mstep: Class 27 contains 42704 members 
Mstep: Class 28 contains 125263 members 
Mstep: Class 29 contains 19174 members 
Mstep: Class 30 contains 67575 members 
Mstep: Class 31 contains 114042 members 
Mstep: Class 32 contains 63130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272382048.000000 Penalty: 274640.375000
Iteration 45Q: 33 clusters Score -2.72382e+08 nChanged 14799
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 10019 members 
Mstep: Class 4 contains 34459 members 
Mstep: Class 5 contains 37227 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 8566 members 
Mstep: Class 10 contains 24985 members 
Mstep: Class 11 contains 21546 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 27306 members 
Mstep: Class 14 contains 8580 members 
Mstep: Class 15 contains 88939 members 
Mstep: Class 16 contains 10226 members 
Mstep: Class 17 contains 117462 members 
Mstep: Class 18 contains 31978 members 
Mstep: Class 19 contains 25974 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 15687 members 
Mstep: Class 22 contains 76389 members 
Mstep: Class 23 contains 10536 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 116843 members 
Mstep: Class 26 contains 1225 members 
Mstep: Class 27 contains 44535 members 
Mstep: Class 28 contains 124529 members 
Mstep: Class 29 contains 19621 members 
Mstep: Class 30 contains 66540 members 
Mstep: Class 31 contains 112830 members 
Mstep: Class 32 contains 63016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272384608.000000 Penalty: 274640.375000
Iteration 46Q: 33 clusters Score -2.723846e+08 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 9889 members 
Mstep: Class 4 contains 34456 members 
Mstep: Class 5 contains 38125 members 
Mstep: Class 6 contains 16302 members 
Mstep: Class 7 contains 15149 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 8646 members 
Mstep: Class 10 contains 24362 members 
Mstep: Class 11 contains 22056 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 27267 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 90645 members 
Mstep: Class 16 contains 10336 members 
Mstep: Class 17 contains 118003 members 
Mstep: Class 18 contains 32431 members 
Mstep: Class 19 contains 25590 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 16293 members 
Mstep: Class 22 contains 76372 members 
Mstep: Class 23 contains 10698 members 
Mstep: Class 24 contains 49280 members 
Mstep: Class 25 contains 116999 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 46090 members 
Mstep: Class 28 contains 123776 members 
Mstep: Class 29 contains 20055 members 
Mstep: Class 30 contains 65620 members 
Mstep: Class 31 contains 111444 members 
Mstep: Class 32 contains 62949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272388448.000000 Penalty: 274640.375000
Iteration 47Q: 33 clusters Score -2.723884e+08 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 34417 members 
Mstep: Class 5 contains 39022 members 
Mstep: Class 6 contains 15992 members 
Mstep: Class 7 contains 15237 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 8711 members 
Mstep: Class 10 contains 23772 members 
Mstep: Class 11 contains 22538 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 27231 members 
Mstep: Class 14 contains 8709 members 
Mstep: Class 15 contains 92326 members 
Mstep: Class 16 contains 10454 members 
Mstep: Class 17 contains 118476 members 
Mstep: Class 18 contains 32880 members 
Mstep: Class 19 contains 25250 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 16984 members 
Mstep: Class 22 contains 76301 members 
Mstep: Class 23 contains 10817 members 
Mstep: Class 24 contains 47317 members 
Mstep: Class 25 contains 117159 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 47438 members 
Mstep: Class 28 contains 122971 members 
Mstep: Class 29 contains 20460 members 
Mstep: Class 30 contains 64811 members 
Mstep: Class 31 contains 109986 members 
Mstep: Class 32 contains 62998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272391552.000000 Penalty: 274640.375000
Iteration 48Q: 33 clusters Score -2.723916e+08 nChanged 12413
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 9648 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 39904 members 
Mstep: Class 6 contains 15699 members 
Mstep: Class 7 contains 15333 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 8762 members 
Mstep: Class 10 contains 23219 members 
Mstep: Class 11 contains 23115 members 
Mstep: Class 12 contains 9006 members 
Mstep: Class 13 contains 27182 members 
Mstep: Class 14 contains 8761 members 
Mstep: Class 15 contains 93984 members 
Mstep: Class 16 contains 10566 members 
Mstep: Class 17 contains 118901 members 
Mstep: Class 18 contains 33268 members 
Mstep: Class 19 contains 24946 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 17695 members 
Mstep: Class 22 contains 76251 members 
Mstep: Class 23 contains 10905 members 
Mstep: Class 24 contains 45465 members 
Mstep: Class 25 contains 117224 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 48577 members 
Mstep: Class 28 contains 122121 members 
Mstep: Class 29 contains 20823 members 
Mstep: Class 30 contains 64106 members 
Mstep: Class 31 contains 108497 members 
Mstep: Class 32 contains 63116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272394560.000000 Penalty: 274640.375000
Iteration 49Q: 33 clusters Score -2.723946e+08 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 9546 members 
Mstep: Class 4 contains 34101 members 
Mstep: Class 5 contains 40785 members 
Mstep: Class 6 contains 15405 members 
Mstep: Class 7 contains 15417 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 8827 members 
Mstep: Class 10 contains 22697 members 
Mstep: Class 11 contains 23647 members 
Mstep: Class 12 contains 8868 members 
Mstep: Class 13 contains 27136 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 95547 members 
Mstep: Class 16 contains 10696 members 
Mstep: Class 17 contains 119310 members 
Mstep: Class 18 contains 33655 members 
Mstep: Class 19 contains 24637 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 18423 members 
Mstep: Class 22 contains 76212 members 
Mstep: Class 23 contains 10972 members 
Mstep: Class 24 contains 43690 members 
Mstep: Class 25 contains 117334 members 
Mstep: Class 26 contains 1221 members 
Mstep: Class 27 contains 49522 members 
Mstep: Class 28 contains 121273 members 
Mstep: Class 29 contains 21220 members 
Mstep: Class 30 contains 63363 members 
Mstep: Class 31 contains 107148 members 
Mstep: Class 32 contains 63257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272397664.000000 Penalty: 274640.375000
Iteration 50Q: 33 clusters Score -2.723977e+08 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 9421 members 
Mstep: Class 4 contains 33874 members 
Mstep: Class 5 contains 41637 members 
Mstep: Class 6 contains 15111 members 
Mstep: Class 7 contains 15496 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 22207 members 
Mstep: Class 11 contains 24202 members 
Mstep: Class 12 contains 8771 members 
Mstep: Class 13 contains 27115 members 
Mstep: Class 14 contains 8873 members 
Mstep: Class 15 contains 97056 members 
Mstep: Class 16 contains 10818 members 
Mstep: Class 17 contains 119663 members 
Mstep: Class 18 contains 34033 members 
Mstep: Class 19 contains 24334 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 19209 members 
Mstep: Class 22 contains 76171 members 
Mstep: Class 23 contains 11015 members 
Mstep: Class 24 contains 42038 members 
Mstep: Class 25 contains 117410 members 
Mstep: Class 26 contains 1220 members 
Mstep: Class 27 contains 50356 members 
Mstep: Class 28 contains 120452 members 
Mstep: Class 29 contains 21591 members 
Mstep: Class 30 contains 62617 members 
Mstep: Class 31 contains 105701 members 
Mstep: Class 32 contains 63456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272400736.000000 Penalty: 274640.375000
Iteration 51Q: 33 clusters Score -2.724007e+08 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 9313 members 
Mstep: Class 4 contains 33637 members 
Mstep: Class 5 contains 42520 members 
Mstep: Class 6 contains 14858 members 
Mstep: Class 7 contains 15563 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 21688 members 
Mstep: Class 11 contains 24752 members 
Mstep: Class 12 contains 8668 members 
Mstep: Class 13 contains 27113 members 
Mstep: Class 14 contains 8913 members 
Mstep: Class 15 contains 98555 members 
Mstep: Class 16 contains 10933 members 
Mstep: Class 17 contains 119986 members 
Mstep: Class 18 contains 34330 members 
Mstep: Class 19 contains 24065 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 21 contains 20008 members 
Mstep: Class 22 contains 76158 members 
Mstep: Class 23 contains 11020 members 
Mstep: Class 24 contains 40445 members 
Mstep: Class 25 contains 117449 members 
Mstep: Class 26 contains 1220 members 
Mstep: Class 27 contains 51120 members 
Mstep: Class 28 contains 119587 members 
Mstep: Class 29 contains 21978 members 
Mstep: Class 30 contains 61924 members 
Mstep: Class 31 contains 104218 members 
Mstep: Class 32 contains 63688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272402976.000000 Penalty: 274640.375000
Iteration 52Q: 33 clusters Score -2.72403e+08 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 9191 members 
Mstep: Class 4 contains 33425 members 
Mstep: Class 5 contains 43383 members 
Mstep: Class 6 contains 14607 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 21197 members 
Mstep: Class 11 contains 25316 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 27103 members 
Mstep: Class 14 contains 8953 members 
Mstep: Class 15 contains 99999 members 
Mstep: Class 16 contains 11061 members 
Mstep: Class 17 contains 120249 members 
Mstep: Class 18 contains 34594 members 
Mstep: Class 19 contains 23844 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 20830 members 
Mstep: Class 22 contains 76165 members 
Mstep: Class 23 contains 11038 members 
Mstep: Class 24 contains 38955 members 
Mstep: Class 25 contains 117481 members 
Mstep: Class 26 contains 1221 members 
Mstep: Class 27 contains 51827 members 
Mstep: Class 28 contains 118724 members 
Mstep: Class 29 contains 22357 members 
Mstep: Class 30 contains 61317 members 
Mstep: Class 31 contains 102656 members 
Mstep: Class 32 contains 63853 members 
Entering Unmasked Estep 
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Iteration 53Q: 33 clusters Score -2.724063e+08 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 33254 members 
Mstep: Class 5 contains 44254 members 
Mstep: Class 6 contains 14387 members 
Mstep: Class 7 contains 15645 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 9156 members 
Mstep: Class 10 contains 20702 members 
Mstep: Class 11 contains 25861 members 
Mstep: Class 12 contains 8504 members 
Mstep: Class 13 contains 27081 members 
Mstep: Class 14 contains 8973 members 
Mstep: Class 15 contains 101443 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 120480 members 
Mstep: Class 18 contains 34831 members 
Mstep: Class 19 contains 23618 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 21686 members 
Mstep: Class 22 contains 76226 members 
Mstep: Class 23 contains 11039 members 
Mstep: Class 24 contains 37558 members 
Mstep: Class 25 contains 117488 members 
Mstep: Class 26 contains 1221 members 
Mstep: Class 27 contains 52535 members 
Mstep: Class 28 contains 117883 members 
Mstep: Class 29 contains 22760 members 
Mstep: Class 30 contains 60758 members 
Mstep: Class 31 contains 100973 members 
Mstep: Class 32 contains 63967 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 33 clusters Score -2.724077e+08 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 33128 members 
Mstep: Class 5 contains 45129 members 
Mstep: Class 6 contains 14169 members 
Mstep: Class 7 contains 15684 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9220 members 
Mstep: Class 10 contains 20233 members 
Mstep: Class 11 contains 26295 members 
Mstep: Class 12 contains 8433 members 
Mstep: Class 13 contains 27091 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 102867 members 
Mstep: Class 16 contains 11291 members 
Mstep: Class 17 contains 120655 members 
Mstep: Class 18 contains 35046 members 
Mstep: Class 19 contains 23422 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 22552 members 
Mstep: Class 22 contains 76246 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 36234 members 
Mstep: Class 25 contains 117485 members 
Mstep: Class 26 contains 1221 members 
Mstep: Class 27 contains 53186 members 
Mstep: Class 28 contains 117044 members 
Mstep: Class 29 contains 23211 members 
Mstep: Class 30 contains 60297 members 
Mstep: Class 31 contains 99301 members 
Mstep: Class 32 contains 63980 members 
Entering Unmasked Estep 
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Iteration 55Q: 33 clusters Score -2.724105e+08 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 33058 members 
Mstep: Class 5 contains 46070 members 
Mstep: Class 6 contains 13987 members 
Mstep: Class 7 contains 15711 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9276 members 
Mstep: Class 10 contains 19756 members 
Mstep: Class 11 contains 26657 members 
Mstep: Class 12 contains 8361 members 
Mstep: Class 13 contains 27076 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 104277 members 
Mstep: Class 16 contains 11380 members 
Mstep: Class 17 contains 120796 members 
Mstep: Class 18 contains 35248 members 
Mstep: Class 19 contains 23268 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 23475 members 
Mstep: Class 22 contains 76269 members 
Mstep: Class 23 contains 11052 members 
Mstep: Class 24 contains 34967 members 
Mstep: Class 25 contains 117435 members 
Mstep: Class 26 contains 1221 members 
Mstep: Class 27 contains 53782 members 
Mstep: Class 28 contains 116103 members 
Mstep: Class 29 contains 23711 members 
Mstep: Class 30 contains 59845 members 
Mstep: Class 31 contains 97612 members 
Mstep: Class 32 contains 63992 members 
Entering Unmasked Estep 
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Iteration 56Q: 33 clusters Score -2.724116e+08 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 33002 members 
Mstep: Class 5 contains 47038 members 
Mstep: Class 6 contains 13799 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 9348 members 
Mstep: Class 10 contains 19292 members 
Mstep: Class 11 contains 26906 members 
Mstep: Class 12 contains 8306 members 
Mstep: Class 13 contains 27072 members 
Mstep: Class 14 contains 9048 members 
Mstep: Class 15 contains 105621 members 
Mstep: Class 16 contains 11472 members 
Mstep: Class 17 contains 120909 members 
Mstep: Class 18 contains 35418 members 
Mstep: Class 19 contains 23144 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 24346 members 
Mstep: Class 22 contains 76312 members 
Mstep: Class 23 contains 11054 members 
Mstep: Class 24 contains 33746 members 
Mstep: Class 25 contains 117412 members 
Mstep: Class 26 contains 1221 members 
Mstep: Class 27 contains 54297 members 
Mstep: Class 28 contains 115153 members 
Mstep: Class 29 contains 24268 members 
Mstep: Class 30 contains 59400 members 
Mstep: Class 31 contains 96006 members 
Mstep: Class 32 contains 64045 members 
Entering Unmasked Estep 
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Score: -272414304.000000 Penalty: 274640.375000
Iteration 57Q: 33 clusters Score -2.724143e+08 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 32935 members 
Mstep: Class 5 contains 48022 members 
Mstep: Class 6 contains 13647 members 
Mstep: Class 7 contains 15759 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9415 members 
Mstep: Class 10 contains 18814 members 
Mstep: Class 11 contains 27096 members 
Mstep: Class 12 contains 8263 members 
Mstep: Class 13 contains 27070 members 
Mstep: Class 14 contains 9061 members 
Mstep: Class 15 contains 106924 members 
Mstep: Class 16 contains 11551 members 
Mstep: Class 17 contains 120979 members 
Mstep: Class 18 contains 35564 members 
Mstep: Class 19 contains 23019 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 25251 members 
Mstep: Class 22 contains 76329 members 
Mstep: Class 23 contains 11063 members 
Mstep: Class 24 contains 32588 members 
Mstep: Class 25 contains 117343 members 
Mstep: Class 26 contains 1221 members 
Mstep: Class 27 contains 54773 members 
Mstep: Class 28 contains 114154 members 
Mstep: Class 29 contains 24956 members 
Mstep: Class 30 contains 59014 members 
Mstep: Class 31 contains 94376 members 
Mstep: Class 32 contains 64082 members 
Entering Unmasked Estep 
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Score: -272417024.000000 Penalty: 274640.375000
Iteration 58Q: 33 clusters Score -2.72417e+08 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1187 members 
Mstep: Class 3 contains 8599 members 
Mstep: Class 4 contains 32847 members 
Mstep: Class 5 contains 48989 members 
Mstep: Class 6 contains 13507 members 
Mstep: Class 7 contains 15778 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9458 members 
Mstep: Class 10 contains 18350 members 
Mstep: Class 11 contains 27271 members 
Mstep: Class 12 contains 8213 members 
Mstep: Class 13 contains 27068 members 
Mstep: Class 14 contains 9087 members 
Mstep: Class 15 contains 108251 members 
Mstep: Class 16 contains 11639 members 
Mstep: Class 17 contains 121049 members 
Mstep: Class 18 contains 35674 members 
Mstep: Class 19 contains 22932 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 26212 members 
Mstep: Class 22 contains 76336 members 
Mstep: Class 23 contains 11071 members 
Mstep: Class 24 contains 31453 members 
Mstep: Class 25 contains 117261 members 
Mstep: Class 26 contains 1221 members 
Mstep: Class 27 contains 55185 members 
Mstep: Class 28 contains 113144 members 
Mstep: Class 29 contains 25747 members 
Mstep: Class 30 contains 58620 members 
Mstep: Class 31 contains 92630 members 
Mstep: Class 32 contains 64162 members 
Entering Unmasked Estep 
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Score: -272420160.000000 Penalty: 274640.375000
Iteration 59Q: 33 clusters Score -2.724202e+08 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 1187 members 
Mstep: Class 3 contains 8545 members 
Mstep: Class 4 contains 32715 members 
Mstep: Class 5 contains 49996 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 15794 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 9507 members 
Mstep: Class 10 contains 17912 members 
Mstep: Class 11 contains 27446 members 
Mstep: Class 12 contains 8166 members 
Mstep: Class 13 contains 27034 members 
Mstep: Class 14 contains 9126 members 
Mstep: Class 15 contains 109618 members 
Mstep: Class 16 contains 11760 members 
Mstep: Class 17 contains 121075 members 
Mstep: Class 18 contains 35774 members 
Mstep: Class 19 contains 22851 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 27108 members 
Mstep: Class 22 contains 76334 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 30376 members 
Mstep: Class 25 contains 117182 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 55594 members 
Mstep: Class 28 contains 111992 members 
Mstep: Class 29 contains 26619 members 
Mstep: Class 30 contains 58218 members 
Mstep: Class 31 contains 90918 members 
Mstep: Class 32 contains 64206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272423200.000000 Penalty: 274640.375000
Iteration 60F: 33 clusters Score -2.724232e+08 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8490 members 
Mstep: Class 4 contains 32596 members 
Mstep: Class 5 contains 51078 members 
Mstep: Class 6 contains 13239 members 
Mstep: Class 7 contains 15813 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 9543 members 
Mstep: Class 10 contains 17444 members 
Mstep: Class 11 contains 27866 members 
Mstep: Class 12 contains 8126 members 
Mstep: Class 13 contains 26916 members 
Mstep: Class 14 contains 9149 members 
Mstep: Class 15 contains 110997 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 121158 members 
Mstep: Class 18 contains 35860 members 
Mstep: Class 19 contains 22733 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 28012 members 
Mstep: Class 22 contains 76323 members 
Mstep: Class 23 contains 11103 members 
Mstep: Class 24 contains 29309 members 
Mstep: Class 25 contains 117086 members 
Mstep: Class 26 contains 1223 members 
Mstep: Class 27 contains 56017 members 
Mstep: Class 28 contains 110753 members 
Mstep: Class 29 contains 27565 members 
Mstep: Class 30 contains 57740 members 
Mstep: Class 31 contains 89080 members 
Mstep: Class 32 contains 64201 members 
Entering Unmasked Estep 
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Score: -272427072.000000 Penalty: 274640.375000
Iteration 61Q: 33 clusters Score -2.724271e+08 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 52207 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 15823 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9584 members 
Mstep: Class 10 contains 17058 members 
Mstep: Class 11 contains 28266 members 
Mstep: Class 12 contains 8114 members 
Mstep: Class 13 contains 26752 members 
Mstep: Class 14 contains 9174 members 
Mstep: Class 15 contains 112351 members 
Mstep: Class 16 contains 11997 members 
Mstep: Class 17 contains 121193 members 
Mstep: Class 18 contains 35923 members 
Mstep: Class 19 contains 22666 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 28916 members 
Mstep: Class 22 contains 76284 members 
Mstep: Class 23 contains 11118 members 
Mstep: Class 24 contains 28317 members 
Mstep: Class 25 contains 116963 members 
Mstep: Class 26 contains 1223 members 
Mstep: Class 27 contains 56425 members 
Mstep: Class 28 contains 109477 members 
Mstep: Class 29 contains 28544 members 
Mstep: Class 30 contains 57184 members 
Mstep: Class 31 contains 87252 members 
Mstep: Class 32 contains 64264 members 
Entering Unmasked Estep 
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Score: -272429920.000000 Penalty: 274640.375000
Iteration 62Q: 33 clusters Score -2.724299e+08 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 32354 members 
Mstep: Class 5 contains 53337 members 
Mstep: Class 6 contains 12937 members 
Mstep: Class 7 contains 15838 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9606 members 
Mstep: Class 10 contains 16661 members 
Mstep: Class 11 contains 28671 members 
Mstep: Class 12 contains 8092 members 
Mstep: Class 13 contains 26588 members 
Mstep: Class 14 contains 9190 members 
Mstep: Class 15 contains 113711 members 
Mstep: Class 16 contains 12106 members 
Mstep: Class 17 contains 121272 members 
Mstep: Class 18 contains 36001 members 
Mstep: Class 19 contains 22589 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 29843 members 
Mstep: Class 22 contains 76246 members 
Mstep: Class 23 contains 11144 members 
Mstep: Class 24 contains 27349 members 
Mstep: Class 25 contains 116811 members 
Mstep: Class 26 contains 1223 members 
Mstep: Class 27 contains 56795 members 
Mstep: Class 28 contains 108203 members 
Mstep: Class 29 contains 29494 members 
Mstep: Class 30 contains 56561 members 
Mstep: Class 31 contains 85495 members 
Mstep: Class 32 contains 64289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272432992.000000 Penalty: 274640.375000
Iteration 63Q: 33 clusters Score -2.72433e+08 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8395 members 
Mstep: Class 4 contains 32244 members 
Mstep: Class 5 contains 54471 members 
Mstep: Class 6 contains 12808 members 
Mstep: Class 7 contains 15850 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9641 members 
Mstep: Class 10 contains 16295 members 
Mstep: Class 11 contains 29034 members 
Mstep: Class 12 contains 8083 members 
Mstep: Class 13 contains 26427 members 
Mstep: Class 14 contains 9185 members 
Mstep: Class 15 contains 114982 members 
Mstep: Class 16 contains 12211 members 
Mstep: Class 17 contains 121314 members 
Mstep: Class 18 contains 36045 members 
Mstep: Class 19 contains 22534 members 
Mstep: Class 20 contains 2262 members 
Mstep: Class 21 contains 30690 members 
Mstep: Class 22 contains 76205 members 
Mstep: Class 23 contains 11186 members 
Mstep: Class 24 contains 26474 members 
Mstep: Class 25 contains 116676 members 
Mstep: Class 26 contains 1223 members 
Mstep: Class 27 contains 57134 members 
Mstep: Class 28 contains 106921 members 
Mstep: Class 29 contains 30449 members 
Mstep: Class 30 contains 55849 members 
Mstep: Class 31 contains 83894 members 
Mstep: Class 32 contains 64332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272434464.000000 Penalty: 274640.375000
Iteration 64Q: 33 clusters Score -2.724345e+08 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8363 members 
Mstep: Class 4 contains 32133 members 
Mstep: Class 5 contains 55628 members 
Mstep: Class 6 contains 12704 members 
Mstep: Class 7 contains 15865 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9664 members 
Mstep: Class 10 contains 15953 members 
Mstep: Class 11 contains 29365 members 
Mstep: Class 12 contains 8061 members 
Mstep: Class 13 contains 26289 members 
Mstep: Class 14 contains 9202 members 
Mstep: Class 15 contains 116234 members 
Mstep: Class 16 contains 12316 members 
Mstep: Class 17 contains 121327 members 
Mstep: Class 18 contains 36093 members 
Mstep: Class 19 contains 22479 members 
Mstep: Class 20 contains 2254 members 
Mstep: Class 21 contains 31536 members 
Mstep: Class 22 contains 76145 members 
Mstep: Class 23 contains 11213 members 
Mstep: Class 24 contains 25648 members 
Mstep: Class 25 contains 116561 members 
Mstep: Class 26 contains 1223 members 
Mstep: Class 27 contains 57435 members 
Mstep: Class 28 contains 105623 members 
Mstep: Class 29 contains 31343 members 
Mstep: Class 30 contains 55123 members 
Mstep: Class 31 contains 82343 members 
Mstep: Class 32 contains 64472 members 
Entering Unmasked Estep 
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Score: -272436256.000000 Penalty: 274640.375000
Iteration 65Q: 33 clusters Score -2.724363e+08 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8329 members 
Mstep: Class 4 contains 32046 members 
Mstep: Class 5 contains 56868 members 
Mstep: Class 6 contains 12608 members 
Mstep: Class 7 contains 15882 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 15559 members 
Mstep: Class 11 contains 29668 members 
Mstep: Class 12 contains 8057 members 
Mstep: Class 13 contains 26124 members 
Mstep: Class 14 contains 9218 members 
Mstep: Class 15 contains 117386 members 
Mstep: Class 16 contains 12416 members 
Mstep: Class 17 contains 121320 members 
Mstep: Class 18 contains 36155 members 
Mstep: Class 19 contains 22440 members 
Mstep: Class 20 contains 2246 members 
Mstep: Class 21 contains 32376 members 
Mstep: Class 22 contains 76094 members 
Mstep: Class 23 contains 11220 members 
Mstep: Class 24 contains 24910 members 
Mstep: Class 25 contains 116443 members 
Mstep: Class 26 contains 1223 members 
Mstep: Class 27 contains 57690 members 
Mstep: Class 28 contains 104287 members 
Mstep: Class 29 contains 32254 members 
Mstep: Class 30 contains 54312 members 
Mstep: Class 31 contains 80938 members 
Mstep: Class 32 contains 64608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272439136.000000 Penalty: 274640.375000
Iteration 66Q: 33 clusters Score -2.724391e+08 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 31959 members 
Mstep: Class 5 contains 58147 members 
Mstep: Class 6 contains 12513 members 
Mstep: Class 7 contains 15887 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 9740 members 
Mstep: Class 10 contains 15200 members 
Mstep: Class 11 contains 29962 members 
Mstep: Class 12 contains 8063 members 
Mstep: Class 13 contains 26000 members 
Mstep: Class 14 contains 9238 members 
Mstep: Class 15 contains 118466 members 
Mstep: Class 16 contains 12509 members 
Mstep: Class 17 contains 121306 members 
Mstep: Class 18 contains 36210 members 
Mstep: Class 19 contains 22409 members 
Mstep: Class 20 contains 2246 members 
Mstep: Class 21 contains 33225 members 
Mstep: Class 22 contains 76060 members 
Mstep: Class 23 contains 11236 members 
Mstep: Class 24 contains 24311 members 
Mstep: Class 25 contains 116286 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 57931 members 
Mstep: Class 28 contains 102841 members 
Mstep: Class 29 contains 33096 members 
Mstep: Class 30 contains 53527 members 
Mstep: Class 31 contains 79588 members 
Mstep: Class 32 contains 64697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272440800.000000 Penalty: 274640.375000
Iteration 67Q: 33 clusters Score -2.724408e+08 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8300 members 
Mstep: Class 4 contains 31879 members 
Mstep: Class 5 contains 59455 members 
Mstep: Class 6 contains 12411 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9761 members 
Mstep: Class 10 contains 14870 members 
Mstep: Class 11 contains 30237 members 
Mstep: Class 12 contains 8073 members 
Mstep: Class 13 contains 25835 members 
Mstep: Class 14 contains 9247 members 
Mstep: Class 15 contains 119426 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 121272 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 22408 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 34012 members 
Mstep: Class 22 contains 76041 members 
Mstep: Class 23 contains 11279 members 
Mstep: Class 24 contains 23864 members 
Mstep: Class 25 contains 116133 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 58123 members 
Mstep: Class 28 contains 101389 members 
Mstep: Class 29 contains 33956 members 
Mstep: Class 30 contains 52692 members 
Mstep: Class 31 contains 78389 members 
Mstep: Class 32 contains 64766 members 
Entering Unmasked Estep 
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Score: -272442432.000000 Penalty: 274640.375000
Iteration 68Q: 33 clusters Score -2.724424e+08 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8299 members 
Mstep: Class 4 contains 31766 members 
Mstep: Class 5 contains 60758 members 
Mstep: Class 6 contains 12298 members 
Mstep: Class 7 contains 15903 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9775 members 
Mstep: Class 10 contains 14581 members 
Mstep: Class 11 contains 30461 members 
Mstep: Class 12 contains 8115 members 
Mstep: Class 13 contains 25668 members 
Mstep: Class 14 contains 9252 members 
Mstep: Class 15 contains 120163 members 
Mstep: Class 16 contains 12651 members 
Mstep: Class 17 contains 121270 members 
Mstep: Class 18 contains 36280 members 
Mstep: Class 19 contains 22395 members 
Mstep: Class 20 contains 2238 members 
Mstep: Class 21 contains 34779 members 
Mstep: Class 22 contains 75987 members 
Mstep: Class 23 contains 11311 members 
Mstep: Class 24 contains 23588 members 
Mstep: Class 25 contains 116009 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 58287 members 
Mstep: Class 28 contains 99981 members 
Mstep: Class 29 contains 34886 members 
Mstep: Class 30 contains 51802 members 
Mstep: Class 31 contains 77223 members 
Mstep: Class 32 contains 64878 members 
Entering Unmasked Estep 
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Score: -272444384.000000 Penalty: 274640.375000
Iteration 69Q: 33 clusters Score -2.724444e+08 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8287 members 
Mstep: Class 4 contains 31656 members 
Mstep: Class 5 contains 62052 members 
Mstep: Class 6 contains 12223 members 
Mstep: Class 7 contains 15904 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9802 members 
Mstep: Class 10 contains 14286 members 
Mstep: Class 11 contains 30651 members 
Mstep: Class 12 contains 8155 members 
Mstep: Class 13 contains 25525 members 
Mstep: Class 14 contains 9244 members 
Mstep: Class 15 contains 120732 members 
Mstep: Class 16 contains 12720 members 
Mstep: Class 17 contains 121291 members 
Mstep: Class 18 contains 36320 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 35483 members 
Mstep: Class 22 contains 75928 members 
Mstep: Class 23 contains 11335 members 
Mstep: Class 24 contains 23453 members 
Mstep: Class 25 contains 115933 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 58419 members 
Mstep: Class 28 contains 98580 members 
Mstep: Class 29 contains 35749 members 
Mstep: Class 30 contains 50920 members 
Mstep: Class 31 contains 76177 members 
Mstep: Class 32 contains 64997 members 
Entering Unmasked Estep 
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Score: -272445120.000000 Penalty: 274640.375000
Iteration 70Q: 33 clusters Score -2.724451e+08 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8290 members 
Mstep: Class 4 contains 31560 members 
Mstep: Class 5 contains 63377 members 
Mstep: Class 6 contains 12133 members 
Mstep: Class 7 contains 15915 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9812 members 
Mstep: Class 10 contains 14006 members 
Mstep: Class 11 contains 30854 members 
Mstep: Class 12 contains 8199 members 
Mstep: Class 13 contains 25403 members 
Mstep: Class 14 contains 9240 members 
Mstep: Class 15 contains 121181 members 
Mstep: Class 16 contains 12800 members 
Mstep: Class 17 contains 121357 members 
Mstep: Class 18 contains 36370 members 
Mstep: Class 19 contains 22327 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 36125 members 
Mstep: Class 22 contains 75865 members 
Mstep: Class 23 contains 11370 members 
Mstep: Class 24 contains 23378 members 
Mstep: Class 25 contains 115897 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 58562 members 
Mstep: Class 28 contains 97137 members 
Mstep: Class 29 contains 36604 members 
Mstep: Class 30 contains 50061 members 
Mstep: Class 31 contains 75172 members 
Mstep: Class 32 contains 65079 members 
Entering Unmasked Estep 
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Score: -272446016.000000 Penalty: 274640.375000
Iteration 71Q: 33 clusters Score -2.72446e+08 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 31466 members 
Mstep: Class 5 contains 64654 members 
Mstep: Class 6 contains 12032 members 
Mstep: Class 7 contains 15926 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 9821 members 
Mstep: Class 10 contains 13740 members 
Mstep: Class 11 contains 31051 members 
Mstep: Class 12 contains 8253 members 
Mstep: Class 13 contains 25268 members 
Mstep: Class 14 contains 9243 members 
Mstep: Class 15 contains 121554 members 
Mstep: Class 16 contains 12856 members 
Mstep: Class 17 contains 121420 members 
Mstep: Class 18 contains 36435 members 
Mstep: Class 19 contains 22300 members 
Mstep: Class 20 contains 2219 members 
Mstep: Class 21 contains 36762 members 
Mstep: Class 22 contains 75798 members 
Mstep: Class 23 contains 11416 members 
Mstep: Class 24 contains 23369 members 
Mstep: Class 25 contains 115840 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 58683 members 
Mstep: Class 28 contains 95662 members 
Mstep: Class 29 contains 37479 members 
Mstep: Class 30 contains 49116 members 
Mstep: Class 31 contains 74182 members 
Mstep: Class 32 contains 65313 members 
Entering Unmasked Estep 
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Iteration 72Q: 33 clusters Score -2.724466e+08 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8299 members 
Mstep: Class 4 contains 31367 members 
Mstep: Class 5 contains 65915 members 
Mstep: Class 6 contains 11952 members 
Mstep: Class 7 contains 15931 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9830 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 31235 members 
Mstep: Class 12 contains 8294 members 
Mstep: Class 13 contains 25148 members 
Mstep: Class 14 contains 9245 members 
Mstep: Class 15 contains 121873 members 
Mstep: Class 16 contains 12878 members 
Mstep: Class 17 contains 121490 members 
Mstep: Class 18 contains 36489 members 
Mstep: Class 19 contains 22269 members 
Mstep: Class 20 contains 2215 members 
Mstep: Class 21 contains 37323 members 
Mstep: Class 22 contains 75723 members 
Mstep: Class 23 contains 11451 members 
Mstep: Class 24 contains 23345 members 
Mstep: Class 25 contains 115822 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 58770 members 
Mstep: Class 28 contains 94202 members 
Mstep: Class 29 contains 38366 members 
Mstep: Class 30 contains 48183 members 
Mstep: Class 31 contains 73335 members 
Mstep: Class 32 contains 65571 members 
Entering Unmasked Estep 
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Iteration 73Q: 33 clusters Score -2.724476e+08 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8301 members 
Mstep: Class 4 contains 31292 members 
Mstep: Class 5 contains 67172 members 
Mstep: Class 6 contains 11863 members 
Mstep: Class 7 contains 15938 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 9838 members 
Mstep: Class 10 contains 13252 members 
Mstep: Class 11 contains 31380 members 
Mstep: Class 12 contains 8330 members 
Mstep: Class 13 contains 25008 members 
Mstep: Class 14 contains 9251 members 
Mstep: Class 15 contains 122159 members 
Mstep: Class 16 contains 12891 members 
Mstep: Class 17 contains 121578 members 
Mstep: Class 18 contains 36553 members 
Mstep: Class 19 contains 22257 members 
Mstep: Class 20 contains 2212 members 
Mstep: Class 21 contains 37829 members 
Mstep: Class 22 contains 75671 members 
Mstep: Class 23 contains 11479 members 
Mstep: Class 24 contains 23328 members 
Mstep: Class 25 contains 115788 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 58868 members 
Mstep: Class 28 contains 92783 members 
Mstep: Class 29 contains 39188 members 
Mstep: Class 30 contains 47283 members 
Mstep: Class 31 contains 72574 members 
Mstep: Class 32 contains 65771 members 
Entering Unmasked Estep 
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Iteration 74Q: 33 clusters Score -2.724483e+08 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8284 members 
Mstep: Class 4 contains 31214 members 
Mstep: Class 5 contains 68332 members 
Mstep: Class 6 contains 11774 members 
Mstep: Class 7 contains 15939 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 9850 members 
Mstep: Class 10 contains 13067 members 
Mstep: Class 11 contains 31507 members 
Mstep: Class 12 contains 8363 members 
Mstep: Class 13 contains 24881 members 
Mstep: Class 14 contains 9243 members 
Mstep: Class 15 contains 122364 members 
Mstep: Class 16 contains 12861 members 
Mstep: Class 17 contains 121664 members 
Mstep: Class 18 contains 36624 members 
Mstep: Class 19 contains 22260 members 
Mstep: Class 20 contains 2210 members 
Mstep: Class 21 contains 38328 members 
Mstep: Class 22 contains 75627 members 
Mstep: Class 23 contains 11516 members 
Mstep: Class 24 contains 23341 members 
Mstep: Class 25 contains 115759 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 58953 members 
Mstep: Class 28 contains 91510 members 
Mstep: Class 29 contains 40000 members 
Mstep: Class 30 contains 46376 members 
Mstep: Class 31 contains 71870 members 
Mstep: Class 32 contains 65980 members 
Entering Unmasked Estep 
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Iteration 75Q: 33 clusters Score -2.724488e+08 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8287 members 
Mstep: Class 4 contains 31145 members 
Mstep: Class 5 contains 69429 members 
Mstep: Class 6 contains 11669 members 
Mstep: Class 7 contains 15943 members 
Mstep: Class 8 contains 899 members 
Mstep: Class 9 contains 9857 members 
Mstep: Class 10 contains 12927 members 
Mstep: Class 11 contains 31636 members 
Mstep: Class 12 contains 8385 members 
Mstep: Class 13 contains 24746 members 
Mstep: Class 14 contains 9221 members 
Mstep: Class 15 contains 122554 members 
Mstep: Class 16 contains 12832 members 
Mstep: Class 17 contains 121755 members 
Mstep: Class 18 contains 36693 members 
Mstep: Class 19 contains 22237 members 
Mstep: Class 20 contains 2207 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 22 contains 75575 members 
Mstep: Class 23 contains 11541 members 
Mstep: Class 24 contains 23351 members 
Mstep: Class 25 contains 115744 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59019 members 
Mstep: Class 28 contains 90330 members 
Mstep: Class 29 contains 40811 members 
Mstep: Class 30 contains 45488 members 
Mstep: Class 31 contains 71272 members 
Mstep: Class 32 contains 66134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272449536.000000 Penalty: 274640.375000
Iteration 76Q: 33 clusters Score -2.724495e+08 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8294 members 
Mstep: Class 4 contains 31063 members 
Mstep: Class 5 contains 70466 members 
Mstep: Class 6 contains 11557 members 
Mstep: Class 7 contains 15949 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9865 members 
Mstep: Class 10 contains 12797 members 
Mstep: Class 11 contains 31775 members 
Mstep: Class 12 contains 8413 members 
Mstep: Class 13 contains 24610 members 
Mstep: Class 14 contains 9228 members 
Mstep: Class 15 contains 122758 members 
Mstep: Class 16 contains 12806 members 
Mstep: Class 17 contains 121847 members 
Mstep: Class 18 contains 36761 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 39198 members 
Mstep: Class 22 contains 75540 members 
Mstep: Class 23 contains 11565 members 
Mstep: Class 24 contains 23353 members 
Mstep: Class 25 contains 115721 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59067 members 
Mstep: Class 28 contains 89217 members 
Mstep: Class 29 contains 41553 members 
Mstep: Class 30 contains 44657 members 
Mstep: Class 31 contains 70738 members 
Mstep: Class 32 contains 66241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272450528.000000 Penalty: 274640.375000
Iteration 77Q: 33 clusters Score -2.724505e+08 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8302 members 
Mstep: Class 4 contains 30997 members 
Mstep: Class 5 contains 71468 members 
Mstep: Class 6 contains 11463 members 
Mstep: Class 7 contains 15956 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9882 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 31885 members 
Mstep: Class 12 contains 8427 members 
Mstep: Class 13 contains 24477 members 
Mstep: Class 14 contains 9233 members 
Mstep: Class 15 contains 122924 members 
Mstep: Class 16 contains 12787 members 
Mstep: Class 17 contains 121943 members 
Mstep: Class 18 contains 36835 members 
Mstep: Class 19 contains 22184 members 
Mstep: Class 20 contains 2199 members 
Mstep: Class 21 contains 39556 members 
Mstep: Class 22 contains 75528 members 
Mstep: Class 23 contains 11603 members 
Mstep: Class 24 contains 23359 members 
Mstep: Class 25 contains 115706 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59118 members 
Mstep: Class 28 contains 88130 members 
Mstep: Class 29 contains 42281 members 
Mstep: Class 30 contains 43822 members 
Mstep: Class 31 contains 70265 members 
Mstep: Class 32 contains 66345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451264.000000 Penalty: 274640.375000
Iteration 78Q: 33 clusters Score -2.724513e+08 nChanged 4570
Entering ConstructFrom: 
Score: -272451264.000000 Penalty: 274640.375000
Entering ConstructFrom: 
Trying to split cluster 1 (24902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Entering Unmasked Estep 
Score: -5493484.000000 Penalty: 6200.155762
	Iteration 0F: 2 clusters Score -5493484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5473811.500000 Penalty: 12400.311523
	Iteration 0F: 3 clusters Score -5473812 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -5479304.500000 Penalty: 12400.311523
	Iteration 1F: 3 clusters Score -5479304 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -5479966.500000 Penalty: 12400.311523
	Iteration 2F: 3 clusters Score -5479966 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -5480433.000000 Penalty: 12400.311523
	Iteration 3Q: 3 clusters Score -5480433 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -5480825.500000 Penalty: 12400.311523
	Iteration 4Q: 3 clusters Score -5480826 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -5481167.500000 Penalty: 12400.311523
	Iteration 5Q: 3 clusters Score -5481168 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -5481426.500000 Penalty: 12400.311523
	Iteration 6Q: 3 clusters Score -5481426 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -5481683.000000 Penalty: 12400.311523
	Iteration 7Q: 3 clusters Score -5481683 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -5481984.500000 Penalty: 12400.311523
	Iteration 8Q: 3 clusters Score -5481984 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -5482284.000000 Penalty: 12400.311523
	Iteration 9Q: 3 clusters Score -5482284 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -5482629.000000 Penalty: 12400.311523
	Iteration 10Q: 3 clusters Score -5482629 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -5482963.500000 Penalty: 12400.311523
	Iteration 11Q: 3 clusters Score -5482964 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -5483374.500000 Penalty: 12400.311523
	Iteration 12Q: 3 clusters Score -5483374 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -5483835.000000 Penalty: 12400.311523
	Iteration 13Q: 3 clusters Score -5483835 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -5484291.000000 Penalty: 12400.311523
	Iteration 14Q: 3 clusters Score -5484291 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -5484776.000000 Penalty: 12400.311523
	Iteration 15Q: 3 clusters Score -5484776 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -5485214.500000 Penalty: 12400.311523
	Iteration 16Q: 3 clusters Score -5485214 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5485667.500000 Penalty: 12400.311523
	Iteration 17Q: 3 clusters Score -5485668 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5486065.000000 Penalty: 12400.311523
	Iteration 18Q: 3 clusters Score -5486065 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -5486414.000000 Penalty: 12400.311523
	Iteration 19Q: 3 clusters Score -5486414 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5486676.500000 Penalty: 12400.311523
	Iteration 20F: 3 clusters Score -5486676 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5486940.500000 Penalty: 12400.311523
	Iteration 21Q: 3 clusters Score -5486940 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5487170.000000 Penalty: 12400.311523
	Iteration 22Q: 3 clusters Score -5487170 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5487332.000000 Penalty: 12400.311523
	Iteration 23Q: 3 clusters Score -5487332 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5487465.000000 Penalty: 12400.311523
	Iteration 24Q: 3 clusters Score -5487465 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5487589.500000 Penalty: 12400.311523
	Iteration 25Q: 3 clusters Score -5487590 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5487674.000000 Penalty: 12400.311523
	Iteration 26Q: 3 clusters Score -5487674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5487729.500000 Penalty: 12400.311523
	Iteration 27Q: 3 clusters Score -5487730 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5487790.000000 Penalty: 12400.311523
	Iteration 28Q: 3 clusters Score -5487790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5487821.500000 Penalty: 12400.311523
	Iteration 29Q: 3 clusters Score -5487822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5487856.500000 Penalty: 12400.311523
	Iteration 30Q: 3 clusters Score -5487856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5487889.500000 Penalty: 12400.311523
	Iteration 31Q: 3 clusters Score -5487890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5487930.000000 Penalty: 12400.311523
	Iteration 32Q: 3 clusters Score -5487930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5487955.000000 Penalty: 12400.311523
	Iteration 33Q: 3 clusters Score -5487955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5487975.500000 Penalty: 12400.311523
	Iteration 34Q: 3 clusters Score -5487976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5487997.000000 Penalty: 12400.311523
	Iteration 35Q: 3 clusters Score -5487997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5488004.000000 Penalty: 12400.311523
	Iteration 36Q: 3 clusters Score -5488004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5488012.500000 Penalty: 12400.311523
	Iteration 37Q: 3 clusters Score -5488012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5488027.000000 Penalty: 12400.311523
	Iteration 38Q: 3 clusters Score -5488027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5488039.500000 Penalty: 12400.311523
	Iteration 39Q: 3 clusters Score -5488040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5488045.500000 Penalty: 12400.311523
	Iteration 40F: 3 clusters Score -5488046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5488054.500000 Penalty: 12400.311523
	Iteration 41Q: 3 clusters Score -5488054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5488052.000000 Penalty: 12400.311523
	Iteration 42Q: 3 clusters Score -5488052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5488056.500000 Penalty: 12400.311523
	Iteration 43Q: 3 clusters Score -5488056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5488059.500000 Penalty: 12400.311523
	Iteration 44Q: 3 clusters Score -5488060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5488058.500000 Penalty: 12400.311523
	Iteration 45Q: 3 clusters Score -5488058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5488055.000000 Penalty: 12400.311523
	Iteration 46Q: 3 clusters Score -5488055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5488055.000000 Penalty: 12400.311523
	Iteration 47F: 3 clusters Score -5488055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -255232.671875 Penalty: 4334.967285
	Iteration 0F: 2 clusters Score -255232.7 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 603 members 
Entering Unmasked Estep 
Score: -251094.562500 Penalty: 8669.934570
	Iteration 0F: 3 clusters Score -251094.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -251552.765625 Penalty: 8669.934570
	Iteration 1F: 3 clusters Score -251552.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -251705.203125 Penalty: 8669.934570
	Iteration 2Q: 3 clusters Score -251705.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -251749.078125 Penalty: 8669.934570
	Iteration 3Q: 3 clusters Score -251749.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -251772.031250 Penalty: 8669.934570
	Iteration 4Q: 3 clusters Score -251772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -251788.234375 Penalty: 8669.934570
	Iteration 5Q: 3 clusters Score -251788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -251807.937500 Penalty: 8669.934570
	Iteration 6Q: 3 clusters Score -251807.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -251828.765625 Penalty: 8669.934570
	Iteration 7Q: 3 clusters Score -251828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -251842.671875 Penalty: 8669.934570
	Iteration 8Q: 3 clusters Score -251842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -251845.609375 Penalty: 8669.934570
	Iteration 9Q: 3 clusters Score -251845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -251849.250000 Penalty: 8669.934570
	Iteration 10Q: 3 clusters Score -251849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -251864.937500 Penalty: 8669.934570
	Iteration 11Q: 3 clusters Score -251864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -251887.968750 Penalty: 8669.934570
	Iteration 12Q: 3 clusters Score -251888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -251899.187500 Penalty: 8669.934570
	Iteration 13Q: 3 clusters Score -251899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -251910.234375 Penalty: 8669.934570
	Iteration 14Q: 3 clusters Score -251910.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -251916.171875 Penalty: 8669.934570
	Iteration 15Q: 3 clusters Score -251916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -251920.312500 Penalty: 8669.934570
	Iteration 16Q: 3 clusters Score -251920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -251923.406250 Penalty: 8669.934570
	Iteration 17Q: 3 clusters Score -251923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -251933.500000 Penalty: 8669.934570
	Iteration 18Q: 3 clusters Score -251933.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -251944.062500 Penalty: 8669.934570
	Iteration 19Q: 3 clusters Score -251944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -251952.203125 Penalty: 8669.934570
	Iteration 20F: 3 clusters Score -251952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -251960.765625 Penalty: 8669.934570
	Iteration 21Q: 3 clusters Score -251960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -251967.843750 Penalty: 8669.934570
	Iteration 22Q: 3 clusters Score -251967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -251969.734375 Penalty: 8669.934570
	Iteration 23Q: 3 clusters Score -251969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -251969.734375 Penalty: 8669.934570
	Iteration 24F: 3 clusters Score -251969.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -1848465.250000 Penalty: 5527.944336
	Iteration 0F: 2 clusters Score -1848465 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 4201 members 
Entering Unmasked Estep 
Score: -1839220.000000 Penalty: 11055.888672
	Iteration 0F: 3 clusters Score -1839220 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1840977.000000 Penalty: 11055.888672
	Iteration 1F: 3 clusters Score -1840977 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1841408.125000 Penalty: 11055.888672
	Iteration 2F: 3 clusters Score -1841408 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1841632.875000 Penalty: 11055.888672
	Iteration 3Q: 3 clusters Score -1841633 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1841786.750000 Penalty: 11055.888672
	Iteration 4Q: 3 clusters Score -1841787 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1841904.750000 Penalty: 11055.888672
	Iteration 5Q: 3 clusters Score -1841905 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1841989.875000 Penalty: 11055.888672
	Iteration 6Q: 3 clusters Score -1841990 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1842045.375000 Penalty: 11055.888672
	Iteration 7Q: 3 clusters Score -1842045 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1842092.000000 Penalty: 11055.888672
	Iteration 8Q: 3 clusters Score -1842092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1842122.875000 Penalty: 11055.888672
	Iteration 9Q: 3 clusters Score -1842123 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1842156.000000 Penalty: 11055.888672
	Iteration 10Q: 3 clusters Score -1842156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1842180.500000 Penalty: 11055.888672
	Iteration 11Q: 3 clusters Score -1842180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1842207.500000 Penalty: 11055.888672
	Iteration 12Q: 3 clusters Score -1842208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1842227.125000 Penalty: 11055.888672
	Iteration 13Q: 3 clusters Score -1842227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1842250.625000 Penalty: 11055.888672
	Iteration 14Q: 3 clusters Score -1842251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1842265.125000 Penalty: 11055.888672
	Iteration 15Q: 3 clusters Score -1842265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1842279.625000 Penalty: 11055.888672
	Iteration 16Q: 3 clusters Score -1842280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1842288.000000 Penalty: 11055.888672
	Iteration 17Q: 3 clusters Score -1842288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1842301.500000 Penalty: 11055.888672
	Iteration 18Q: 3 clusters Score -1842302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1842309.000000 Penalty: 11055.888672
	Iteration 19Q: 3 clusters Score -1842309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1842319.500000 Penalty: 11055.888672
	Iteration 20F: 3 clusters Score -1842320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1842326.125000 Penalty: 11055.888672
	Iteration 21Q: 3 clusters Score -1842326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1842333.125000 Penalty: 11055.888672
	Iteration 22Q: 3 clusters Score -1842333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1842335.125000 Penalty: 11055.888672
	Iteration 23Q: 3 clusters Score -1842335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1842336.375000 Penalty: 11055.888672
	Iteration 24Q: 3 clusters Score -1842336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1842352.750000 Penalty: 11055.888672
	Iteration 25Q: 3 clusters Score -1842353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1842350.750000 Penalty: 11055.888672
	Iteration 26Q: 3 clusters Score -1842351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1842358.500000 Penalty: 11055.888672
	Iteration 27Q: 3 clusters Score -1842358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1842359.000000 Penalty: 11055.888672
	Iteration 28Q: 3 clusters Score -1842359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1842361.125000 Penalty: 11055.888672
	Iteration 29Q: 3 clusters Score -1842361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1842366.750000 Penalty: 11055.888672
	Iteration 30Q: 3 clusters Score -1842367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1842362.500000 Penalty: 11055.888672
	Iteration 31Q: 3 clusters Score -1842362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1842365.500000 Penalty: 11055.888672
	Iteration 32Q: 3 clusters Score -1842366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1842365.000000 Penalty: 11055.888672
	Iteration 33Q: 3 clusters Score -1842365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1842368.250000 Penalty: 11055.888672
	Iteration 34Q: 3 clusters Score -1842368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1842366.875000 Penalty: 11055.888672
	Iteration 35Q: 3 clusters Score -1842367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1842372.125000 Penalty: 11055.888672
	Iteration 36Q: 3 clusters Score -1842372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1842368.750000 Penalty: 11055.888672
	Iteration 37Q: 3 clusters Score -1842369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1842374.875000 Penalty: 11055.888672
	Iteration 38Q: 3 clusters Score -1842375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1842377.375000 Penalty: 11055.888672
	Iteration 39Q: 3 clusters Score -1842377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1842375.500000 Penalty: 11055.888672
	Iteration 40F: 3 clusters Score -1842376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1842379.500000 Penalty: 11055.888672
	Iteration 41Q: 3 clusters Score -1842380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1842378.625000 Penalty: 11055.888672
	Iteration 42Q: 3 clusters Score -1842379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1842383.500000 Penalty: 11055.888672
	Iteration 43Q: 3 clusters Score -1842384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1842391.375000 Penalty: 11055.888672
	Iteration 44Q: 3 clusters Score -1842391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1842395.250000 Penalty: 11055.888672
	Iteration 45Q: 3 clusters Score -1842395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1842399.750000 Penalty: 11055.888672
	Iteration 46Q: 3 clusters Score -1842400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1842404.625000 Penalty: 11055.888672
	Iteration 47Q: 3 clusters Score -1842405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1842403.625000 Penalty: 11055.888672
	Iteration 48Q: 3 clusters Score -1842404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1842406.750000 Penalty: 11055.888672
	Iteration 49Q: 3 clusters Score -1842407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1842410.000000 Penalty: 11055.888672
	Iteration 50Q: 3 clusters Score -1842410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1842412.750000 Penalty: 11055.888672
	Iteration 51Q: 3 clusters Score -1842413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1842419.000000 Penalty: 11055.888672
	Iteration 52Q: 3 clusters Score -1842419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1842417.375000 Penalty: 11055.888672
	Iteration 53Q: 3 clusters Score -1842417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1842422.125000 Penalty: 11055.888672
	Iteration 54Q: 3 clusters Score -1842422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1842426.625000 Penalty: 11055.888672
	Iteration 55Q: 3 clusters Score -1842427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1842434.000000 Penalty: 11055.888672
	Iteration 56Q: 3 clusters Score -1842434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1842434.625000 Penalty: 11055.888672
	Iteration 57Q: 3 clusters Score -1842435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1842436.625000 Penalty: 11055.888672
	Iteration 58Q: 3 clusters Score -1842437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1842442.875000 Penalty: 11055.888672
	Iteration 59Q: 3 clusters Score -1842443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1842445.625000 Penalty: 11055.888672
	Iteration 60F: 3 clusters Score -1842446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1842451.000000 Penalty: 11055.888672
	Iteration 61Q: 3 clusters Score -1842451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1842453.250000 Penalty: 11055.888672
	Iteration 62Q: 3 clusters Score -1842453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1842460.125000 Penalty: 11055.888672
	Iteration 63Q: 3 clusters Score -1842460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1842463.375000 Penalty: 11055.888672
	Iteration 64Q: 3 clusters Score -1842463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1842463.750000 Penalty: 11055.888672
	Iteration 65Q: 3 clusters Score -1842464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1842462.000000 Penalty: 11055.888672
	Iteration 66Q: 3 clusters Score -1842462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1842462.500000 Penalty: 11055.888672
	Iteration 67Q: 3 clusters Score -1842462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1842465.625000 Penalty: 11055.888672
	Iteration 68Q: 3 clusters Score -1842466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1842464.250000 Penalty: 11055.888672
	Iteration 69Q: 3 clusters Score -1842464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1842466.250000 Penalty: 11055.888672
	Iteration 70Q: 3 clusters Score -1842466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1842465.875000 Penalty: 11055.888672
	Iteration 71Q: 3 clusters Score -1842466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1842465.875000 Penalty: 11055.888672
	Iteration 72F: 3 clusters Score -1842466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Entering Unmasked Estep 
Score: -7074865.000000 Penalty: 6333.229492
	Iteration 0F: 2 clusters Score -7074865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -7051337.000000 Penalty: 12666.458984
	Iteration 0F: 3 clusters Score -7051337 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -7058264.000000 Penalty: 12666.458984
	Iteration 1F: 3 clusters Score -7058264 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -7059076.500000 Penalty: 12666.458984
	Iteration 2F: 3 clusters Score -7059076 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -7059631.500000 Penalty: 12666.458984
	Iteration 3Q: 3 clusters Score -7059632 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -7060069.500000 Penalty: 12666.458984
	Iteration 4Q: 3 clusters Score -7060070 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -7060450.000000 Penalty: 12666.458984
	Iteration 5Q: 3 clusters Score -7060450 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -7060839.000000 Penalty: 12666.458984
	Iteration 6Q: 3 clusters Score -7060839 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -7061199.500000 Penalty: 12666.458984
	Iteration 7Q: 3 clusters Score -7061200 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -7061605.500000 Penalty: 12666.458984
	Iteration 8Q: 3 clusters Score -7061606 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -7062074.000000 Penalty: 12666.458984
	Iteration 9Q: 3 clusters Score -7062074 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -7062729.000000 Penalty: 12666.458984
	Iteration 10Q: 3 clusters Score -7062729 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -7063406.000000 Penalty: 12666.458984
	Iteration 11Q: 3 clusters Score -7063406 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -7064224.000000 Penalty: 12666.458984
	Iteration 12Q: 3 clusters Score -7064224 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -7065240.000000 Penalty: 12666.458984
	Iteration 13Q: 3 clusters Score -7065240 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -7066212.500000 Penalty: 12666.458984
	Iteration 14Q: 3 clusters Score -7066212 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -7067099.000000 Penalty: 12666.458984
	Iteration 15Q: 3 clusters Score -7067099 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -7067788.500000 Penalty: 12666.458984
	Iteration 16Q: 3 clusters Score -7067788 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -7068377.000000 Penalty: 12666.458984
	Iteration 17Q: 3 clusters Score -7068377 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -7068873.500000 Penalty: 12666.458984
	Iteration 18Q: 3 clusters Score -7068874 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -7069153.000000 Penalty: 12666.458984
	Iteration 19Q: 3 clusters Score -7069153 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -7069318.500000 Penalty: 12666.458984
	Iteration 20F: 3 clusters Score -7069318 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -7069404.000000 Penalty: 12666.458984
	Iteration 21Q: 3 clusters Score -7069404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -7069489.000000 Penalty: 12666.458984
	Iteration 22Q: 3 clusters Score -7069489 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -7069527.000000 Penalty: 12666.458984
	Iteration 23Q: 3 clusters Score -7069527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -7069558.500000 Penalty: 12666.458984
	Iteration 24Q: 3 clusters Score -7069558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -7069574.500000 Penalty: 12666.458984
	Iteration 25Q: 3 clusters Score -7069574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -7069582.500000 Penalty: 12666.458984
	Iteration 26Q: 3 clusters Score -7069582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -7069587.000000 Penalty: 12666.458984
	Iteration 27Q: 3 clusters Score -7069587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -7069601.500000 Penalty: 12666.458984
	Iteration 28Q: 3 clusters Score -7069602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -7069609.500000 Penalty: 12666.458984
	Iteration 29Q: 3 clusters Score -7069610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -7069627.000000 Penalty: 12666.458984
	Iteration 30Q: 3 clusters Score -7069627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -7069634.500000 Penalty: 12666.458984
	Iteration 31Q: 3 clusters Score -7069634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -7069647.500000 Penalty: 12666.458984
	Iteration 32Q: 3 clusters Score -7069648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -7069657.000000 Penalty: 12666.458984
	Iteration 33Q: 3 clusters Score -7069657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -7069665.000000 Penalty: 12666.458984
	Iteration 34Q: 3 clusters Score -7069665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -7069659.500000 Penalty: 12666.458984
	Iteration 35Q: 3 clusters Score -7069660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -7069657.000000 Penalty: 12666.458984
	Iteration 36Q: 3 clusters Score -7069657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -7069669.500000 Penalty: 12666.458984
	Iteration 37Q: 3 clusters Score -7069670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -7069665.500000 Penalty: 12666.458984
	Iteration 38Q: 3 clusters Score -7069666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -7069673.500000 Penalty: 12666.458984
	Iteration 39Q: 3 clusters Score -7069674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -7069665.500000 Penalty: 12666.458984
	Iteration 40F: 3 clusters Score -7069666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Entering Unmasked Estep 
Score: -16740523.000000 Penalty: 6853.698730
	Iteration 0F: 2 clusters Score -1.674052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -16690474.000000 Penalty: 13707.397461
	Iteration 0F: 3 clusters Score -1.669047e+07 nChanged 32554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -16708156.000000 Penalty: 13707.397461
	Iteration 1F: 3 clusters Score -1.670816e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -16709108.000000 Penalty: 13707.397461
	Iteration 2Q: 3 clusters Score -1.670911e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -16709795.000000 Penalty: 13707.397461
	Iteration 3Q: 3 clusters Score -1.67098e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -16710504.000000 Penalty: 13707.397461
	Iteration 4Q: 3 clusters Score -1.67105e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -16711124.000000 Penalty: 13707.397461
	Iteration 5Q: 3 clusters Score -1.671112e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -16711821.000000 Penalty: 13707.397461
	Iteration 6Q: 3 clusters Score -1.671182e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -16712557.000000 Penalty: 13707.397461
	Iteration 7Q: 3 clusters Score -1.671256e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -16713497.000000 Penalty: 13707.397461
	Iteration 8Q: 3 clusters Score -1.67135e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -16714764.000000 Penalty: 13707.397461
	Iteration 9Q: 3 clusters Score -1.671476e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -16716756.000000 Penalty: 13707.397461
	Iteration 10Q: 3 clusters Score -1.671676e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -16719494.000000 Penalty: 13707.397461
	Iteration 11F: 3 clusters Score -1.671949e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -16722726.000000 Penalty: 13707.397461
	Iteration 12F: 3 clusters Score -1.672273e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -16726289.000000 Penalty: 13707.397461
	Iteration 13F: 3 clusters Score -1.672629e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -16729063.000000 Penalty: 13707.397461
	Iteration 14Q: 3 clusters Score -1.672906e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -16731078.000000 Penalty: 13707.397461
	Iteration 15Q: 3 clusters Score -1.673108e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -16732321.000000 Penalty: 13707.397461
	Iteration 16Q: 3 clusters Score -1.673232e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -16733088.000000 Penalty: 13707.397461
	Iteration 17Q: 3 clusters Score -1.673309e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -16733586.000000 Penalty: 13707.397461
	Iteration 18Q: 3 clusters Score -1.673359e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
Score: -16733904.000000 Penalty: 13707.397461
	Iteration 19Q: 3 clusters Score -1.67339e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -16734114.000000 Penalty: 13707.397461
	Iteration 20F: 3 clusters Score -1.673411e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -16734244.000000 Penalty: 13707.397461
	Iteration 21Q: 3 clusters Score -1.673424e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -16734328.000000 Penalty: 13707.397461
	Iteration 22Q: 3 clusters Score -1.673433e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -16734393.000000 Penalty: 13707.397461
	Iteration 23Q: 3 clusters Score -1.673439e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -16734433.000000 Penalty: 13707.397461
	Iteration 24Q: 3 clusters Score -1.673443e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -16734472.000000 Penalty: 13707.397461
	Iteration 25Q: 3 clusters Score -1.673447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -16734512.000000 Penalty: 13707.397461
	Iteration 26Q: 3 clusters Score -1.673451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -16734512.000000 Penalty: 13707.397461
	Iteration 27Q: 3 clusters Score -1.673451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -16734514.000000 Penalty: 13707.397461
	Iteration 28Q: 3 clusters Score -1.673451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -16734534.000000 Penalty: 13707.397461
	Iteration 29Q: 3 clusters Score -1.673453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -16734535.000000 Penalty: 13707.397461
	Iteration 30Q: 3 clusters Score -1.673454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -16734556.000000 Penalty: 13707.397461
	Iteration 31Q: 3 clusters Score -1.673456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 71631 members 
Entering Unmasked Estep 
Score: -16734568.000000 Penalty: 13707.397461
	Iteration 32Q: 3 clusters Score -1.673457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -16734579.000000 Penalty: 13707.397461
	Iteration 33Q: 3 clusters Score -1.673458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -16734590.000000 Penalty: 13707.397461
	Iteration 34Q: 3 clusters Score -1.673459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -16734588.000000 Penalty: 13707.397461
	Iteration 35Q: 3 clusters Score -1.673459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -16734585.000000 Penalty: 13707.397461
	Iteration 36Q: 3 clusters Score -1.673458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -16734577.000000 Penalty: 13707.397461
	Iteration 37Q: 3 clusters Score -1.673458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -16734581.000000 Penalty: 13707.397461
	Iteration 38Q: 3 clusters Score -1.673458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 71645 members 
Entering Unmasked Estep 
Score: -16734586.000000 Penalty: 13707.397461
	Iteration 39Q: 3 clusters Score -1.673459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -16734580.000000 Penalty: 13707.397461
	Iteration 40F: 3 clusters Score -1.673458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Entering Unmasked Estep 
Score: -2519722.500000 Penalty: 5720.458984
	Iteration 0F: 2 clusters Score -2519722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2508603.250000 Penalty: 11440.917969
	Iteration 0F: 3 clusters Score -2508603 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2511089.000000 Penalty: 11440.917969
	Iteration 1F: 3 clusters Score -2511089 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2511631.000000 Penalty: 11440.917969
	Iteration 2F: 3 clusters Score -2511631 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2512039.500000 Penalty: 11440.917969
	Iteration 3F: 3 clusters Score -2512040 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2512359.000000 Penalty: 11440.917969
	Iteration 4Q: 3 clusters Score -2512359 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2512623.750000 Penalty: 11440.917969
	Iteration 5Q: 3 clusters Score -2512624 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2512841.000000 Penalty: 11440.917969
	Iteration 6Q: 3 clusters Score -2512841 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2513048.750000 Penalty: 11440.917969
	Iteration 7Q: 3 clusters Score -2513049 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2513245.250000 Penalty: 11440.917969
	Iteration 8Q: 3 clusters Score -2513245 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2513405.000000 Penalty: 11440.917969
	Iteration 9Q: 3 clusters Score -2513405 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2513553.250000 Penalty: 11440.917969
	Iteration 10Q: 3 clusters Score -2513553 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2513678.250000 Penalty: 11440.917969
	Iteration 11Q: 3 clusters Score -2513678 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2513776.250000 Penalty: 11440.917969
	Iteration 12Q: 3 clusters Score -2513776 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2513863.000000 Penalty: 11440.917969
	Iteration 13Q: 3 clusters Score -2513863 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2513928.000000 Penalty: 11440.917969
	Iteration 14Q: 3 clusters Score -2513928 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2513998.500000 Penalty: 11440.917969
	Iteration 15Q: 3 clusters Score -2513998 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2514038.250000 Penalty: 11440.917969
	Iteration 16Q: 3 clusters Score -2514038 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2514100.750000 Penalty: 11440.917969
	Iteration 17Q: 3 clusters Score -2514101 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2514146.000000 Penalty: 11440.917969
	Iteration 18Q: 3 clusters Score -2514146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2514201.000000 Penalty: 11440.917969
	Iteration 19Q: 3 clusters Score -2514201 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2514235.000000 Penalty: 11440.917969
	Iteration 20F: 3 clusters Score -2514235 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2514276.500000 Penalty: 11440.917969
	Iteration 21Q: 3 clusters Score -2514276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2514317.250000 Penalty: 11440.917969
	Iteration 22Q: 3 clusters Score -2514317 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2514370.250000 Penalty: 11440.917969
	Iteration 23Q: 3 clusters Score -2514370 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2514423.000000 Penalty: 11440.917969
	Iteration 24Q: 3 clusters Score -2514423 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2514468.000000 Penalty: 11440.917969
	Iteration 25Q: 3 clusters Score -2514468 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2514521.000000 Penalty: 11440.917969
	Iteration 26Q: 3 clusters Score -2514521 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2514588.250000 Penalty: 11440.917969
	Iteration 27Q: 3 clusters Score -2514588 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2514646.500000 Penalty: 11440.917969
	Iteration 28Q: 3 clusters Score -2514646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2514695.250000 Penalty: 11440.917969
	Iteration 29Q: 3 clusters Score -2514695 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2514753.000000 Penalty: 11440.917969
	Iteration 30Q: 3 clusters Score -2514753 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2514791.000000 Penalty: 11440.917969
	Iteration 31Q: 3 clusters Score -2514791 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2514838.500000 Penalty: 11440.917969
	Iteration 32Q: 3 clusters Score -2514838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2514889.500000 Penalty: 11440.917969
	Iteration 33Q: 3 clusters Score -2514890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2514933.500000 Penalty: 11440.917969
	Iteration 34Q: 3 clusters Score -2514934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2514964.250000 Penalty: 11440.917969
	Iteration 35Q: 3 clusters Score -2514964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2514988.750000 Penalty: 11440.917969
	Iteration 36Q: 3 clusters Score -2514989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2515003.750000 Penalty: 11440.917969
	Iteration 37Q: 3 clusters Score -2515004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2515030.750000 Penalty: 11440.917969
	Iteration 38Q: 3 clusters Score -2515031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2515043.750000 Penalty: 11440.917969
	Iteration 39Q: 3 clusters Score -2515044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2515056.750000 Penalty: 11440.917969
	Iteration 40F: 3 clusters Score -2515057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2515064.500000 Penalty: 11440.917969
	Iteration 41Q: 3 clusters Score -2515064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2515073.750000 Penalty: 11440.917969
	Iteration 42Q: 3 clusters Score -2515074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2515079.000000 Penalty: 11440.917969
	Iteration 43Q: 3 clusters Score -2515079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2515090.000000 Penalty: 11440.917969
	Iteration 44Q: 3 clusters Score -2515090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2515103.500000 Penalty: 11440.917969
	Iteration 45Q: 3 clusters Score -2515104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2515108.750000 Penalty: 11440.917969
	Iteration 46Q: 3 clusters Score -2515109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2515127.750000 Penalty: 11440.917969
	Iteration 47Q: 3 clusters Score -2515128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2515133.750000 Penalty: 11440.917969
	Iteration 48Q: 3 clusters Score -2515134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2515138.000000 Penalty: 11440.917969
	Iteration 49Q: 3 clusters Score -2515138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2515143.000000 Penalty: 11440.917969
	Iteration 50Q: 3 clusters Score -2515143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2515150.750000 Penalty: 11440.917969
	Iteration 51Q: 3 clusters Score -2515151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2515156.000000 Penalty: 11440.917969
	Iteration 52Q: 3 clusters Score -2515156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2515159.000000 Penalty: 11440.917969
	Iteration 53Q: 3 clusters Score -2515159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2515166.000000 Penalty: 11440.917969
	Iteration 54Q: 3 clusters Score -2515166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2515168.500000 Penalty: 11440.917969
	Iteration 55Q: 3 clusters Score -2515168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2515169.750000 Penalty: 11440.917969
	Iteration 56Q: 3 clusters Score -2515170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2515173.500000 Penalty: 11440.917969
	Iteration 57Q: 3 clusters Score -2515174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2515173.250000 Penalty: 11440.917969
	Iteration 58Q: 3 clusters Score -2515173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2515176.250000 Penalty: 11440.917969
	Iteration 59Q: 3 clusters Score -2515176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2515175.500000 Penalty: 11440.917969
	Iteration 60F: 3 clusters Score -2515176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2515169.750000 Penalty: 11440.917969
	Iteration 61Q: 3 clusters Score -2515170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2515175.500000 Penalty: 11440.917969
	Iteration 62Q: 3 clusters Score -2515176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2515182.000000 Penalty: 11440.917969
	Iteration 63Q: 3 clusters Score -2515182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2515185.250000 Penalty: 11440.917969
	Iteration 64Q: 3 clusters Score -2515185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2515189.250000 Penalty: 11440.917969
	Iteration 65Q: 3 clusters Score -2515189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2515186.000000 Penalty: 11440.917969
	Iteration 66Q: 3 clusters Score -2515186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2515189.500000 Penalty: 11440.917969
	Iteration 67Q: 3 clusters Score -2515190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2515193.250000 Penalty: 11440.917969
	Iteration 68Q: 3 clusters Score -2515193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2515193.000000 Penalty: 11440.917969
	Iteration 69Q: 3 clusters Score -2515193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2515197.500000 Penalty: 11440.917969
	Iteration 70Q: 3 clusters Score -2515198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2515197.250000 Penalty: 11440.917969
	Iteration 71Q: 3 clusters Score -2515197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2515200.250000 Penalty: 11440.917969
	Iteration 72Q: 3 clusters Score -2515200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2515201.750000 Penalty: 11440.917969
	Iteration 73Q: 3 clusters Score -2515202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2515206.250000 Penalty: 11440.917969
	Iteration 74Q: 3 clusters Score -2515206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2515207.250000 Penalty: 11440.917969
	Iteration 75Q: 3 clusters Score -2515207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2515203.750000 Penalty: 11440.917969
	Iteration 76Q: 3 clusters Score -2515204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2515205.250000 Penalty: 11440.917969
	Iteration 77Q: 3 clusters Score -2515205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2515205.250000 Penalty: 11440.917969
	Iteration 78F: 3 clusters Score -2515205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Entering Unmasked Estep 
Score: -3613951.250000 Penalty: 5927.715820
	Iteration 0F: 2 clusters Score -3613951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3600005.500000 Penalty: 11855.431641
	Iteration 0F: 3 clusters Score -3600006 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3603484.250000 Penalty: 11855.431641
	Iteration 1F: 3 clusters Score -3603484 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3604066.250000 Penalty: 11855.431641
	Iteration 2F: 3 clusters Score -3604066 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3604430.000000 Penalty: 11855.431641
	Iteration 3Q: 3 clusters Score -3604430 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3604654.750000 Penalty: 11855.431641
	Iteration 4Q: 3 clusters Score -3604655 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3604859.750000 Penalty: 11855.431641
	Iteration 5Q: 3 clusters Score -3604860 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3605040.250000 Penalty: 11855.431641
	Iteration 6Q: 3 clusters Score -3605040 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3605182.500000 Penalty: 11855.431641
	Iteration 7Q: 3 clusters Score -3605182 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3605297.750000 Penalty: 11855.431641
	Iteration 8Q: 3 clusters Score -3605298 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3605386.250000 Penalty: 11855.431641
	Iteration 9Q: 3 clusters Score -3605386 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3605505.250000 Penalty: 11855.431641
	Iteration 10Q: 3 clusters Score -3605505 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3605610.750000 Penalty: 11855.431641
	Iteration 11Q: 3 clusters Score -3605611 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3605741.750000 Penalty: 11855.431641
	Iteration 12Q: 3 clusters Score -3605742 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3605888.500000 Penalty: 11855.431641
	Iteration 13Q: 3 clusters Score -3605888 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3606032.250000 Penalty: 11855.431641
	Iteration 14Q: 3 clusters Score -3606032 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3606172.500000 Penalty: 11855.431641
	Iteration 15Q: 3 clusters Score -3606172 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3606332.750000 Penalty: 11855.431641
	Iteration 16Q: 3 clusters Score -3606333 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3606519.000000 Penalty: 11855.431641
	Iteration 17Q: 3 clusters Score -3606519 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3606680.250000 Penalty: 11855.431641
	Iteration 18Q: 3 clusters Score -3606680 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3606872.250000 Penalty: 11855.431641
	Iteration 19Q: 3 clusters Score -3606872 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3607040.750000 Penalty: 11855.431641
	Iteration 20F: 3 clusters Score -3607041 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3607217.000000 Penalty: 11855.431641
	Iteration 21Q: 3 clusters Score -3607217 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3607407.000000 Penalty: 11855.431641
	Iteration 22Q: 3 clusters Score -3607407 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3607591.000000 Penalty: 11855.431641
	Iteration 23Q: 3 clusters Score -3607591 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3607748.000000 Penalty: 11855.431641
	Iteration 24Q: 3 clusters Score -3607748 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3607875.250000 Penalty: 11855.431641
	Iteration 25Q: 3 clusters Score -3607875 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3607990.250000 Penalty: 11855.431641
	Iteration 26Q: 3 clusters Score -3607990 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3608100.500000 Penalty: 11855.431641
	Iteration 27Q: 3 clusters Score -3608100 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3608187.750000 Penalty: 11855.431641
	Iteration 28Q: 3 clusters Score -3608188 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3608285.250000 Penalty: 11855.431641
	Iteration 29Q: 3 clusters Score -3608285 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3608367.000000 Penalty: 11855.431641
	Iteration 30Q: 3 clusters Score -3608367 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3608418.250000 Penalty: 11855.431641
	Iteration 31Q: 3 clusters Score -3608418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3608469.000000 Penalty: 11855.431641
	Iteration 32Q: 3 clusters Score -3608469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3608517.250000 Penalty: 11855.431641
	Iteration 33Q: 3 clusters Score -3608517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3608560.000000 Penalty: 11855.431641
	Iteration 34Q: 3 clusters Score -3608560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3608576.000000 Penalty: 11855.431641
	Iteration 35Q: 3 clusters Score -3608576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3608592.250000 Penalty: 11855.431641
	Iteration 36Q: 3 clusters Score -3608592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3608634.000000 Penalty: 11855.431641
	Iteration 37Q: 3 clusters Score -3608634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3608650.500000 Penalty: 11855.431641
	Iteration 38Q: 3 clusters Score -3608650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3608658.250000 Penalty: 11855.431641
	Iteration 39Q: 3 clusters Score -3608658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3608664.250000 Penalty: 11855.431641
	Iteration 40F: 3 clusters Score -3608664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3608669.000000 Penalty: 11855.431641
	Iteration 41Q: 3 clusters Score -3608669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3608670.500000 Penalty: 11855.431641
	Iteration 42Q: 3 clusters Score -3608670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3608674.250000 Penalty: 11855.431641
	Iteration 43Q: 3 clusters Score -3608674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3608674.000000 Penalty: 11855.431641
	Iteration 44Q: 3 clusters Score -3608674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3608676.250000 Penalty: 11855.431641
	Iteration 45Q: 3 clusters Score -3608676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3608678.500000 Penalty: 11855.431641
	Iteration 46Q: 3 clusters Score -3608678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3608678.250000 Penalty: 11855.431641
	Iteration 47Q: 3 clusters Score -3608678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3608678.250000 Penalty: 11855.431641
	Iteration 48F: 3 clusters Score -3608678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -187187.296875 Penalty: 4166.466797
	Iteration 0F: 2 clusters Score -187187.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -183500.718750 Penalty: 8332.933594
	Iteration 0F: 3 clusters Score -183500.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -183973.906250 Penalty: 8332.933594
	Iteration 1F: 3 clusters Score -183973.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -184174.640625 Penalty: 8332.933594
	Iteration 2F: 3 clusters Score -184174.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -184336.921875 Penalty: 8332.933594
	Iteration 3F: 3 clusters Score -184336.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -184433.718750 Penalty: 8332.933594
	Iteration 4Q: 3 clusters Score -184433.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -184471.109375 Penalty: 8332.933594
	Iteration 5Q: 3 clusters Score -184471.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -184511.468750 Penalty: 8332.933594
	Iteration 6Q: 3 clusters Score -184511.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -184545.218750 Penalty: 8332.933594
	Iteration 7Q: 3 clusters Score -184545.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -184577.484375 Penalty: 8332.933594
	Iteration 8Q: 3 clusters Score -184577.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -184583.046875 Penalty: 8332.933594
	Iteration 9Q: 3 clusters Score -184583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -184586.015625 Penalty: 8332.933594
	Iteration 10Q: 3 clusters Score -184586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -184589.468750 Penalty: 8332.933594
	Iteration 11Q: 3 clusters Score -184589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -184589.468750 Penalty: 8332.933594
	Iteration 12F: 3 clusters Score -184589.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Entering Unmasked Estep 
Score: -2179974.750000 Penalty: 5633.628906
	Iteration 0F: 2 clusters Score -2179975 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 4931 members 
Entering Unmasked Estep 
Score: -2169812.500000 Penalty: 11267.257812
	Iteration 0F: 3 clusters Score -2169812 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2171938.000000 Penalty: 11267.257812
	Iteration 1F: 3 clusters Score -2171938 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2172447.750000 Penalty: 11267.257812
	Iteration 2F: 3 clusters Score -2172448 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2172741.500000 Penalty: 11267.257812
	Iteration 3F: 3 clusters Score -2172742 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2172933.250000 Penalty: 11267.257812
	Iteration 4Q: 3 clusters Score -2172933 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2173066.000000 Penalty: 11267.257812
	Iteration 5Q: 3 clusters Score -2173066 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2173163.500000 Penalty: 11267.257812
	Iteration 6Q: 3 clusters Score -2173164 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2173255.000000 Penalty: 11267.257812
	Iteration 7Q: 3 clusters Score -2173255 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2173311.000000 Penalty: 11267.257812
	Iteration 8Q: 3 clusters Score -2173311 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2173360.500000 Penalty: 11267.257812
	Iteration 9Q: 3 clusters Score -2173360 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2173398.000000 Penalty: 11267.257812
	Iteration 10Q: 3 clusters Score -2173398 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2173443.000000 Penalty: 11267.257812
	Iteration 11Q: 3 clusters Score -2173443 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2173490.250000 Penalty: 11267.257812
	Iteration 12Q: 3 clusters Score -2173490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2173535.500000 Penalty: 11267.257812
	Iteration 13Q: 3 clusters Score -2173536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2173572.250000 Penalty: 11267.257812
	Iteration 14Q: 3 clusters Score -2173572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2173595.750000 Penalty: 11267.257812
	Iteration 15Q: 3 clusters Score -2173596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2173616.500000 Penalty: 11267.257812
	Iteration 16Q: 3 clusters Score -2173616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2173635.250000 Penalty: 11267.257812
	Iteration 17Q: 3 clusters Score -2173635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2173664.250000 Penalty: 11267.257812
	Iteration 18Q: 3 clusters Score -2173664 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2173679.750000 Penalty: 11267.257812
	Iteration 19Q: 3 clusters Score -2173680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2173701.750000 Penalty: 11267.257812
	Iteration 20F: 3 clusters Score -2173702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2173717.750000 Penalty: 11267.257812
	Iteration 21Q: 3 clusters Score -2173718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2173726.250000 Penalty: 11267.257812
	Iteration 22Q: 3 clusters Score -2173726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2173740.000000 Penalty: 11267.257812
	Iteration 23Q: 3 clusters Score -2173740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2173748.250000 Penalty: 11267.257812
	Iteration 24Q: 3 clusters Score -2173748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2173759.250000 Penalty: 11267.257812
	Iteration 25Q: 3 clusters Score -2173759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2173766.250000 Penalty: 11267.257812
	Iteration 26Q: 3 clusters Score -2173766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2173776.750000 Penalty: 11267.257812
	Iteration 27Q: 3 clusters Score -2173777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2173792.750000 Penalty: 11267.257812
	Iteration 28Q: 3 clusters Score -2173793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2173807.500000 Penalty: 11267.257812
	Iteration 29Q: 3 clusters Score -2173808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2173812.000000 Penalty: 11267.257812
	Iteration 30Q: 3 clusters Score -2173812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2173825.250000 Penalty: 11267.257812
	Iteration 31Q: 3 clusters Score -2173825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2173837.750000 Penalty: 11267.257812
	Iteration 32Q: 3 clusters Score -2173838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2173849.000000 Penalty: 11267.257812
	Iteration 33Q: 3 clusters Score -2173849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2173863.250000 Penalty: 11267.257812
	Iteration 34Q: 3 clusters Score -2173863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2173876.750000 Penalty: 11267.257812
	Iteration 35Q: 3 clusters Score -2173877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2173891.750000 Penalty: 11267.257812
	Iteration 36Q: 3 clusters Score -2173892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2173902.000000 Penalty: 11267.257812
	Iteration 37Q: 3 clusters Score -2173902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2173911.500000 Penalty: 11267.257812
	Iteration 38Q: 3 clusters Score -2173912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2173922.000000 Penalty: 11267.257812
	Iteration 39Q: 3 clusters Score -2173922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2173928.000000 Penalty: 11267.257812
	Iteration 40F: 3 clusters Score -2173928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2173939.500000 Penalty: 11267.257812
	Iteration 41Q: 3 clusters Score -2173940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2173958.250000 Penalty: 11267.257812
	Iteration 42Q: 3 clusters Score -2173958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2173966.250000 Penalty: 11267.257812
	Iteration 43Q: 3 clusters Score -2173966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2173984.500000 Penalty: 11267.257812
	Iteration 44Q: 3 clusters Score -2173984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2174001.500000 Penalty: 11267.257812
	Iteration 45Q: 3 clusters Score -2174002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2174031.250000 Penalty: 11267.257812
	Iteration 46Q: 3 clusters Score -2174031 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2174058.000000 Penalty: 11267.257812
	Iteration 47Q: 3 clusters Score -2174058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2174080.750000 Penalty: 11267.257812
	Iteration 48Q: 3 clusters Score -2174081 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2174114.250000 Penalty: 11267.257812
	Iteration 49Q: 3 clusters Score -2174114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2174140.000000 Penalty: 11267.257812
	Iteration 50Q: 3 clusters Score -2174140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2174172.000000 Penalty: 11267.257812
	Iteration 51Q: 3 clusters Score -2174172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2174211.000000 Penalty: 11267.257812
	Iteration 52Q: 3 clusters Score -2174211 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2174251.500000 Penalty: 11267.257812
	Iteration 53Q: 3 clusters Score -2174252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2174297.750000 Penalty: 11267.257812
	Iteration 54Q: 3 clusters Score -2174298 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2174339.250000 Penalty: 11267.257812
	Iteration 55Q: 3 clusters Score -2174339 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2174381.250000 Penalty: 11267.257812
	Iteration 56Q: 3 clusters Score -2174381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2174441.250000 Penalty: 11267.257812
	Iteration 57Q: 3 clusters Score -2174441 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2174505.750000 Penalty: 11267.257812
	Iteration 58Q: 3 clusters Score -2174506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2174565.250000 Penalty: 11267.257812
	Iteration 59Q: 3 clusters Score -2174565 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2174619.750000 Penalty: 11267.257812
	Iteration 60F: 3 clusters Score -2174620 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2174672.750000 Penalty: 11267.257812
	Iteration 61Q: 3 clusters Score -2174673 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2174722.500000 Penalty: 11267.257812
	Iteration 62Q: 3 clusters Score -2174722 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2174788.500000 Penalty: 11267.257812
	Iteration 63Q: 3 clusters Score -2174788 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2174846.000000 Penalty: 11267.257812
	Iteration 64Q: 3 clusters Score -2174846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2174909.750000 Penalty: 11267.257812
	Iteration 65Q: 3 clusters Score -2174910 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2174989.750000 Penalty: 11267.257812
	Iteration 66Q: 3 clusters Score -2174990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2175074.250000 Penalty: 11267.257812
	Iteration 67Q: 3 clusters Score -2175074 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2175141.500000 Penalty: 11267.257812
	Iteration 68Q: 3 clusters Score -2175142 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2175218.000000 Penalty: 11267.257812
	Iteration 69Q: 3 clusters Score -2175218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2175293.250000 Penalty: 11267.257812
	Iteration 70Q: 3 clusters Score -2175293 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2175352.500000 Penalty: 11267.257812
	Iteration 71Q: 3 clusters Score -2175352 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2175408.000000 Penalty: 11267.257812
	Iteration 72Q: 3 clusters Score -2175408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2175468.750000 Penalty: 11267.257812
	Iteration 73Q: 3 clusters Score -2175469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2175520.000000 Penalty: 11267.257812
	Iteration 74Q: 3 clusters Score -2175520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2175568.250000 Penalty: 11267.257812
	Iteration 75Q: 3 clusters Score -2175568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2175599.750000 Penalty: 11267.257812
	Iteration 76Q: 3 clusters Score -2175600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2175626.500000 Penalty: 11267.257812
	Iteration 77Q: 3 clusters Score -2175626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2175648.500000 Penalty: 11267.257812
	Iteration 78Q: 3 clusters Score -2175648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2175659.500000 Penalty: 11267.257812
	Iteration 79Q: 3 clusters Score -2175660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2175677.750000 Penalty: 11267.257812
	Iteration 80F: 3 clusters Score -2175678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2175686.500000 Penalty: 11267.257812
	Iteration 81Q: 3 clusters Score -2175686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2175697.750000 Penalty: 11267.257812
	Iteration 82Q: 3 clusters Score -2175698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2175712.750000 Penalty: 11267.257812
	Iteration 83Q: 3 clusters Score -2175713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2175718.250000 Penalty: 11267.257812
	Iteration 84Q: 3 clusters Score -2175718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2175724.750000 Penalty: 11267.257812
	Iteration 85Q: 3 clusters Score -2175725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2175735.500000 Penalty: 11267.257812
	Iteration 86Q: 3 clusters Score -2175736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2175736.000000 Penalty: 11267.257812
	Iteration 87Q: 3 clusters Score -2175736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2175744.750000 Penalty: 11267.257812
	Iteration 88Q: 3 clusters Score -2175745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2175758.250000 Penalty: 11267.257812
	Iteration 89Q: 3 clusters Score -2175758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2175768.500000 Penalty: 11267.257812
	Iteration 90Q: 3 clusters Score -2175768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2175770.250000 Penalty: 11267.257812
	Iteration 91Q: 3 clusters Score -2175770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2175771.250000 Penalty: 11267.257812
	Iteration 92Q: 3 clusters Score -2175771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2175774.500000 Penalty: 11267.257812
	Iteration 93Q: 3 clusters Score -2175774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2175780.250000 Penalty: 11267.257812
	Iteration 94Q: 3 clusters Score -2175780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2175780.750000 Penalty: 11267.257812
	Iteration 95Q: 3 clusters Score -2175781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2175784.500000 Penalty: 11267.257812
	Iteration 96Q: 3 clusters Score -2175784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2175788.250000 Penalty: 11267.257812
	Iteration 97Q: 3 clusters Score -2175788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2175789.750000 Penalty: 11267.257812
	Iteration 98Q: 3 clusters Score -2175790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2175791.250000 Penalty: 11267.257812
	Iteration 99Q: 3 clusters Score -2175791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2175797.500000 Penalty: 11267.257812
	Iteration 100F: 3 clusters Score -2175798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2175799.250000 Penalty: 11267.257812
	Iteration 101Q: 3 clusters Score -2175799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2175799.000000 Penalty: 11267.257812
	Iteration 102Q: 3 clusters Score -2175799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2175801.000000 Penalty: 11267.257812
	Iteration 103Q: 3 clusters Score -2175801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2175801.250000 Penalty: 11267.257812
	Iteration 104Q: 3 clusters Score -2175801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2175804.250000 Penalty: 11267.257812
	Iteration 105Q: 3 clusters Score -2175804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2175808.000000 Penalty: 11267.257812
	Iteration 106Q: 3 clusters Score -2175808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2175811.000000 Penalty: 11267.257812
	Iteration 107Q: 3 clusters Score -2175811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2175811.750000 Penalty: 11267.257812
	Iteration 108Q: 3 clusters Score -2175812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2175812.250000 Penalty: 11267.257812
	Iteration 109Q: 3 clusters Score -2175812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2175812.250000 Penalty: 11267.257812
	Iteration 110F: 3 clusters Score -2175812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Entering Unmasked Estep 
Score: -2671829.750000 Penalty: 5779.330078
	Iteration 0F: 2 clusters Score -2671830 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 6270 members 
Entering Unmasked Estep 
Score: -2659902.750000 Penalty: 11558.660156
	Iteration 0F: 3 clusters Score -2659903 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2662729.000000 Penalty: 11558.660156
	Iteration 1F: 3 clusters Score -2662729 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2663472.750000 Penalty: 11558.660156
	Iteration 2F: 3 clusters Score -2663473 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2663978.750000 Penalty: 11558.660156
	Iteration 3F: 3 clusters Score -2663979 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2664406.000000 Penalty: 11558.660156
	Iteration 4Q: 3 clusters Score -2664406 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2664814.000000 Penalty: 11558.660156
	Iteration 5Q: 3 clusters Score -2664814 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2665292.750000 Penalty: 11558.660156
	Iteration 6Q: 3 clusters Score -2665293 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2665915.000000 Penalty: 11558.660156
	Iteration 7Q: 3 clusters Score -2665915 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2666659.750000 Penalty: 11558.660156
	Iteration 8F: 3 clusters Score -2666660 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2667488.000000 Penalty: 11558.660156
	Iteration 9F: 3 clusters Score -2667488 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2668192.250000 Penalty: 11558.660156
	Iteration 10F: 3 clusters Score -2668192 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2668743.250000 Penalty: 11558.660156
	Iteration 11Q: 3 clusters Score -2668743 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2669086.000000 Penalty: 11558.660156
	Iteration 12Q: 3 clusters Score -2669086 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2669333.750000 Penalty: 11558.660156
	Iteration 13Q: 3 clusters Score -2669334 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2669474.250000 Penalty: 11558.660156
	Iteration 14Q: 3 clusters Score -2669474 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2669577.500000 Penalty: 11558.660156
	Iteration 15Q: 3 clusters Score -2669578 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2669640.250000 Penalty: 11558.660156
	Iteration 16Q: 3 clusters Score -2669640 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2669679.250000 Penalty: 11558.660156
	Iteration 17Q: 3 clusters Score -2669679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2669701.750000 Penalty: 11558.660156
	Iteration 18Q: 3 clusters Score -2669702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2669730.250000 Penalty: 11558.660156
	Iteration 19Q: 3 clusters Score -2669730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2669737.750000 Penalty: 11558.660156
	Iteration 20F: 3 clusters Score -2669738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2669749.250000 Penalty: 11558.660156
	Iteration 21Q: 3 clusters Score -2669749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2669751.250000 Penalty: 11558.660156
	Iteration 22Q: 3 clusters Score -2669751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2669759.750000 Penalty: 11558.660156
	Iteration 23Q: 3 clusters Score -2669760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2669761.250000 Penalty: 11558.660156
	Iteration 24Q: 3 clusters Score -2669761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2669764.250000 Penalty: 11558.660156
	Iteration 25Q: 3 clusters Score -2669764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2669764.500000 Penalty: 11558.660156
	Iteration 26Q: 3 clusters Score -2669764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2669768.500000 Penalty: 11558.660156
	Iteration 27Q: 3 clusters Score -2669768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2669767.500000 Penalty: 11558.660156
	Iteration 28Q: 3 clusters Score -2669768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2669763.750000 Penalty: 11558.660156
	Iteration 29Q: 3 clusters Score -2669764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2669769.500000 Penalty: 11558.660156
	Iteration 30Q: 3 clusters Score -2669770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2669769.250000 Penalty: 11558.660156
	Iteration 31Q: 3 clusters Score -2669769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2669768.000000 Penalty: 11558.660156
	Iteration 32Q: 3 clusters Score -2669768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2669768.000000 Penalty: 11558.660156
	Iteration 33F: 3 clusters Score -2669768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Entering Unmasked Estep 
Score: -7309399.500000 Penalty: 6354.069336
	Iteration 0F: 2 clusters Score -7309400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -7285283.000000 Penalty: 12708.138672
	Iteration 0F: 3 clusters Score -7285283 nChanged 13667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -7292394.500000 Penalty: 12708.138672
	Iteration 1F: 3 clusters Score -7292394 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -7293114.500000 Penalty: 12708.138672
	Iteration 2F: 3 clusters Score -7293114 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -7293579.500000 Penalty: 12708.138672
	Iteration 3Q: 3 clusters Score -7293580 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -7293914.500000 Penalty: 12708.138672
	Iteration 4Q: 3 clusters Score -7293914 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -7294222.000000 Penalty: 12708.138672
	Iteration 5Q: 3 clusters Score -7294222 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -7294416.000000 Penalty: 12708.138672
	Iteration 6Q: 3 clusters Score -7294416 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -7294633.500000 Penalty: 12708.138672
	Iteration 7Q: 3 clusters Score -7294634 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -7294823.500000 Penalty: 12708.138672
	Iteration 8Q: 3 clusters Score -7294824 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -7295056.500000 Penalty: 12708.138672
	Iteration 9Q: 3 clusters Score -7295056 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -7295303.000000 Penalty: 12708.138672
	Iteration 10Q: 3 clusters Score -7295303 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -7295587.000000 Penalty: 12708.138672
	Iteration 11Q: 3 clusters Score -7295587 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -7295946.500000 Penalty: 12708.138672
	Iteration 12Q: 3 clusters Score -7295946 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -7296429.000000 Penalty: 12708.138672
	Iteration 13Q: 3 clusters Score -7296429 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -7297046.500000 Penalty: 12708.138672
	Iteration 14Q: 3 clusters Score -7297046 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -7297868.000000 Penalty: 12708.138672
	Iteration 15Q: 3 clusters Score -7297868 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -7298914.000000 Penalty: 12708.138672
	Iteration 16Q: 3 clusters Score -7298914 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -7300081.000000 Penalty: 12708.138672
	Iteration 17Q: 3 clusters Score -7300081 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -7301173.000000 Penalty: 12708.138672
	Iteration 18Q: 3 clusters Score -7301173 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -7301995.500000 Penalty: 12708.138672
	Iteration 19Q: 3 clusters Score -7301996 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -7302578.000000 Penalty: 12708.138672
	Iteration 20F: 3 clusters Score -7302578 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -7302999.000000 Penalty: 12708.138672
	Iteration 21Q: 3 clusters Score -7302999 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -7303252.000000 Penalty: 12708.138672
	Iteration 22Q: 3 clusters Score -7303252 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -7303440.000000 Penalty: 12708.138672
	Iteration 23Q: 3 clusters Score -7303440 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -7303549.000000 Penalty: 12708.138672
	Iteration 24Q: 3 clusters Score -7303549 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -7303631.500000 Penalty: 12708.138672
	Iteration 25Q: 3 clusters Score -7303632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -7303700.500000 Penalty: 12708.138672
	Iteration 26Q: 3 clusters Score -7303700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -7303739.000000 Penalty: 12708.138672
	Iteration 27Q: 3 clusters Score -7303739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -7303781.500000 Penalty: 12708.138672
	Iteration 28Q: 3 clusters Score -7303782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -7303822.500000 Penalty: 12708.138672
	Iteration 29Q: 3 clusters Score -7303822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -7303835.500000 Penalty: 12708.138672
	Iteration 30Q: 3 clusters Score -7303836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -7303863.000000 Penalty: 12708.138672
	Iteration 31Q: 3 clusters Score -7303863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -7303864.500000 Penalty: 12708.138672
	Iteration 32Q: 3 clusters Score -7303864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -7303868.500000 Penalty: 12708.138672
	Iteration 33Q: 3 clusters Score -7303868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -7303873.000000 Penalty: 12708.138672
	Iteration 34Q: 3 clusters Score -7303873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -7303873.000000 Penalty: 12708.138672
	Iteration 35Q: 3 clusters Score -7303873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -7303873.000000 Penalty: 12708.138672
	Iteration 36F: 3 clusters Score -7303873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1838971.625000 Penalty: 5538.684082
	Iteration 0F: 2 clusters Score -1838972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1829738.625000 Penalty: 11077.368164
	Iteration 0F: 3 clusters Score -1829739 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1831711.000000 Penalty: 11077.368164
	Iteration 1F: 3 clusters Score -1831711 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1832297.125000 Penalty: 11077.368164
	Iteration 2F: 3 clusters Score -1832297 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1832666.125000 Penalty: 11077.368164
	Iteration 3F: 3 clusters Score -1832666 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1832920.375000 Penalty: 11077.368164
	Iteration 4Q: 3 clusters Score -1832920 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1833113.125000 Penalty: 11077.368164
	Iteration 5Q: 3 clusters Score -1833113 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1833280.500000 Penalty: 11077.368164
	Iteration 6Q: 3 clusters Score -1833280 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1833431.000000 Penalty: 11077.368164
	Iteration 7Q: 3 clusters Score -1833431 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1833542.500000 Penalty: 11077.368164
	Iteration 8Q: 3 clusters Score -1833542 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1833657.625000 Penalty: 11077.368164
	Iteration 9Q: 3 clusters Score -1833658 nChanged 163
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: -1833753.125000 Penalty: 11077.368164
	Iteration 10Q: 3 clusters Score -1833753 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1833839.250000 Penalty: 11077.368164
	Iteration 11Q: 3 clusters Score -1833839 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1833926.500000 Penalty: 11077.368164
	Iteration 12Q: 3 clusters Score -1833926 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1834028.125000 Penalty: 11077.368164
	Iteration 13Q: 3 clusters Score -1834028 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1834113.250000 Penalty: 11077.368164
	Iteration 14Q: 3 clusters Score -1834113 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1834205.250000 Penalty: 11077.368164
	Iteration 15Q: 3 clusters Score -1834205 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1834265.125000 Penalty: 11077.368164
	Iteration 16Q: 3 clusters Score -1834265 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1834336.250000 Penalty: 11077.368164
	Iteration 17Q: 3 clusters Score -1834336 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1834403.750000 Penalty: 11077.368164
	Iteration 18Q: 3 clusters Score -1834404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1834472.750000 Penalty: 11077.368164
	Iteration 19Q: 3 clusters Score -1834473 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1834550.125000 Penalty: 11077.368164
	Iteration 20F: 3 clusters Score -1834550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1834620.000000 Penalty: 11077.368164
	Iteration 21Q: 3 clusters Score -1834620 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1834679.125000 Penalty: 11077.368164
	Iteration 22Q: 3 clusters Score -1834679 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1834724.125000 Penalty: 11077.368164
	Iteration 23Q: 3 clusters Score -1834724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1834777.375000 Penalty: 11077.368164
	Iteration 24Q: 3 clusters Score -1834777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1834824.875000 Penalty: 11077.368164
	Iteration 25Q: 3 clusters Score -1834825 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1834869.125000 Penalty: 11077.368164
	Iteration 26Q: 3 clusters Score -1834869 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1834908.750000 Penalty: 11077.368164
	Iteration 27Q: 3 clusters Score -1834909 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1834953.375000 Penalty: 11077.368164
	Iteration 28Q: 3 clusters Score -1834953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1834991.000000 Penalty: 11077.368164
	Iteration 29Q: 3 clusters Score -1834991 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1835034.500000 Penalty: 11077.368164
	Iteration 30Q: 3 clusters Score -1835034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1835071.750000 Penalty: 11077.368164
	Iteration 31Q: 3 clusters Score -1835072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1835094.625000 Penalty: 11077.368164
	Iteration 32Q: 3 clusters Score -1835095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1835122.125000 Penalty: 11077.368164
	Iteration 33Q: 3 clusters Score -1835122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1835138.875000 Penalty: 11077.368164
	Iteration 34Q: 3 clusters Score -1835139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1835149.375000 Penalty: 11077.368164
	Iteration 35Q: 3 clusters Score -1835149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1835169.125000 Penalty: 11077.368164
	Iteration 36Q: 3 clusters Score -1835169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1835183.625000 Penalty: 11077.368164
	Iteration 37Q: 3 clusters Score -1835184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1835188.375000 Penalty: 11077.368164
	Iteration 38Q: 3 clusters Score -1835188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1835196.250000 Penalty: 11077.368164
	Iteration 39Q: 3 clusters Score -1835196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1835201.875000 Penalty: 11077.368164
	Iteration 40F: 3 clusters Score -1835202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1835213.375000 Penalty: 11077.368164
	Iteration 41Q: 3 clusters Score -1835213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1835220.000000 Penalty: 11077.368164
	Iteration 42Q: 3 clusters Score -1835220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1835224.625000 Penalty: 11077.368164
	Iteration 43Q: 3 clusters Score -1835225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1835227.000000 Penalty: 11077.368164
	Iteration 44Q: 3 clusters Score -1835227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1835223.625000 Penalty: 11077.368164
	Iteration 45Q: 3 clusters Score -1835224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1835225.000000 Penalty: 11077.368164
	Iteration 46Q: 3 clusters Score -1835225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1835227.750000 Penalty: 11077.368164
	Iteration 47Q: 3 clusters Score -1835228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1835227.375000 Penalty: 11077.368164
	Iteration 48Q: 3 clusters Score -1835227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1835231.500000 Penalty: 11077.368164
	Iteration 49Q: 3 clusters Score -1835232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1835232.875000 Penalty: 11077.368164
	Iteration 50Q: 3 clusters Score -1835233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1835232.625000 Penalty: 11077.368164
	Iteration 51Q: 3 clusters Score -1835233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1835234.875000 Penalty: 11077.368164
	Iteration 52Q: 3 clusters Score -1835235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1835235.000000 Penalty: 11077.368164
	Iteration 53Q: 3 clusters Score -1835235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1835235.750000 Penalty: 11077.368164
	Iteration 54Q: 3 clusters Score -1835236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1835238.375000 Penalty: 11077.368164
	Iteration 55Q: 3 clusters Score -1835238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1835244.125000 Penalty: 11077.368164
	Iteration 56Q: 3 clusters Score -1835244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1835242.250000 Penalty: 11077.368164
	Iteration 57Q: 3 clusters Score -1835242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1835240.500000 Penalty: 11077.368164
	Iteration 58Q: 3 clusters Score -1835240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1835242.500000 Penalty: 11077.368164
	Iteration 59Q: 3 clusters Score -1835242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1835245.875000 Penalty: 11077.368164
	Iteration 60F: 3 clusters Score -1835246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1835247.125000 Penalty: 11077.368164
	Iteration 61Q: 3 clusters Score -1835247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1835250.625000 Penalty: 11077.368164
	Iteration 62Q: 3 clusters Score -1835251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1835254.375000 Penalty: 11077.368164
	Iteration 63Q: 3 clusters Score -1835254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1835256.500000 Penalty: 11077.368164
	Iteration 64Q: 3 clusters Score -1835256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1835257.125000 Penalty: 11077.368164
	Iteration 65Q: 3 clusters Score -1835257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1835261.875000 Penalty: 11077.368164
	Iteration 66Q: 3 clusters Score -1835262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1835264.625000 Penalty: 11077.368164
	Iteration 67Q: 3 clusters Score -1835265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1835267.000000 Penalty: 11077.368164
	Iteration 68Q: 3 clusters Score -1835267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1835267.375000 Penalty: 11077.368164
	Iteration 69Q: 3 clusters Score -1835267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1835271.875000 Penalty: 11077.368164
	Iteration 70Q: 3 clusters Score -1835272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1835280.000000 Penalty: 11077.368164
	Iteration 71Q: 3 clusters Score -1835280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1835278.500000 Penalty: 11077.368164
	Iteration 72Q: 3 clusters Score -1835278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1835282.750000 Penalty: 11077.368164
	Iteration 73Q: 3 clusters Score -1835283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1835288.125000 Penalty: 11077.368164
	Iteration 74Q: 3 clusters Score -1835288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1835288.625000 Penalty: 11077.368164
	Iteration 75Q: 3 clusters Score -1835289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1835295.875000 Penalty: 11077.368164
	Iteration 76Q: 3 clusters Score -1835296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1835297.125000 Penalty: 11077.368164
	Iteration 77Q: 3 clusters Score -1835297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1835296.500000 Penalty: 11077.368164
	Iteration 78Q: 3 clusters Score -1835296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1835299.375000 Penalty: 11077.368164
	Iteration 79Q: 3 clusters Score -1835299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1835301.500000 Penalty: 11077.368164
	Iteration 80F: 3 clusters Score -1835302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1835301.125000 Penalty: 11077.368164
	Iteration 81Q: 3 clusters Score -1835301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1835306.000000 Penalty: 11077.368164
	Iteration 82Q: 3 clusters Score -1835306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1835309.250000 Penalty: 11077.368164
	Iteration 83Q: 3 clusters Score -1835309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1835312.750000 Penalty: 11077.368164
	Iteration 84Q: 3 clusters Score -1835313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1835309.750000 Penalty: 11077.368164
	Iteration 85Q: 3 clusters Score -1835310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1835312.125000 Penalty: 11077.368164
	Iteration 86Q: 3 clusters Score -1835312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1835312.125000 Penalty: 11077.368164
	Iteration 87F: 3 clusters Score -1835312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Entering Unmasked Estep 
Score: -5466523.500000 Penalty: 6186.274902
	Iteration 0F: 2 clusters Score -5466524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -5447276.500000 Penalty: 12372.549805
	Iteration 0F: 3 clusters Score -5447276 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -5452725.500000 Penalty: 12372.549805
	Iteration 1F: 3 clusters Score -5452726 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5453368.500000 Penalty: 12372.549805
	Iteration 2F: 3 clusters Score -5453368 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -5453789.500000 Penalty: 12372.549805
	Iteration 3Q: 3 clusters Score -5453790 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -5454129.000000 Penalty: 12372.549805
	Iteration 4Q: 3 clusters Score -5454129 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -5454388.000000 Penalty: 12372.549805
	Iteration 5Q: 3 clusters Score -5454388 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -5454613.500000 Penalty: 12372.549805
	Iteration 6Q: 3 clusters Score -5454614 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5454853.500000 Penalty: 12372.549805
	Iteration 7Q: 3 clusters Score -5454854 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -5455031.500000 Penalty: 12372.549805
	Iteration 8Q: 3 clusters Score -5455032 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -5455203.500000 Penalty: 12372.549805
	Iteration 9Q: 3 clusters Score -5455204 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -5455427.500000 Penalty: 12372.549805
	Iteration 10Q: 3 clusters Score -5455428 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5455641.500000 Penalty: 12372.549805
	Iteration 11Q: 3 clusters Score -5455642 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -5455838.000000 Penalty: 12372.549805
	Iteration 12Q: 3 clusters Score -5455838 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5456105.500000 Penalty: 12372.549805
	Iteration 13Q: 3 clusters Score -5456106 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5456358.000000 Penalty: 12372.549805
	Iteration 14Q: 3 clusters Score -5456358 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -5456653.500000 Penalty: 12372.549805
	Iteration 15Q: 3 clusters Score -5456654 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -5456928.500000 Penalty: 12372.549805
	Iteration 16Q: 3 clusters Score -5456928 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5457217.500000 Penalty: 12372.549805
	Iteration 17Q: 3 clusters Score -5457218 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -5457575.000000 Penalty: 12372.549805
	Iteration 18Q: 3 clusters Score -5457575 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -5457974.500000 Penalty: 12372.549805
	Iteration 19Q: 3 clusters Score -5457974 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -5458412.000000 Penalty: 12372.549805
	Iteration 20F: 3 clusters Score -5458412 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -5458860.500000 Penalty: 12372.549805
	Iteration 21Q: 3 clusters Score -5458860 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -5459381.500000 Penalty: 12372.549805
	Iteration 22Q: 3 clusters Score -5459382 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -5459857.000000 Penalty: 12372.549805
	Iteration 23Q: 3 clusters Score -5459857 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -5460348.000000 Penalty: 12372.549805
	Iteration 24Q: 3 clusters Score -5460348 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -5460799.000000 Penalty: 12372.549805
	Iteration 25Q: 3 clusters Score -5460799 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -5461259.500000 Penalty: 12372.549805
	Iteration 26Q: 3 clusters Score -5461260 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -5461678.000000 Penalty: 12372.549805
	Iteration 27Q: 3 clusters Score -5461678 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -5461997.500000 Penalty: 12372.549805
	Iteration 28Q: 3 clusters Score -5461998 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5462214.000000 Penalty: 12372.549805
	Iteration 29Q: 3 clusters Score -5462214 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -5462364.500000 Penalty: 12372.549805
	Iteration 30Q: 3 clusters Score -5462364 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -5462435.500000 Penalty: 12372.549805
	Iteration 31Q: 3 clusters Score -5462436 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -5462488.500000 Penalty: 12372.549805
	Iteration 32Q: 3 clusters Score -5462488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5462551.000000 Penalty: 12372.549805
	Iteration 33Q: 3 clusters Score -5462551 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -5462585.000000 Penalty: 12372.549805
	Iteration 34Q: 3 clusters Score -5462585 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -5462602.500000 Penalty: 12372.549805
	Iteration 35Q: 3 clusters Score -5462602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -5462639.500000 Penalty: 12372.549805
	Iteration 36Q: 3 clusters Score -5462640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -5462671.500000 Penalty: 12372.549805
	Iteration 37Q: 3 clusters Score -5462672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -5462682.500000 Penalty: 12372.549805
	Iteration 38Q: 3 clusters Score -5462682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -5462697.000000 Penalty: 12372.549805
	Iteration 39Q: 3 clusters Score -5462697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -5462715.500000 Penalty: 12372.549805
	Iteration 40F: 3 clusters Score -5462716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -5462724.000000 Penalty: 12372.549805
	Iteration 41Q: 3 clusters Score -5462724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -5462724.000000 Penalty: 12372.549805
	Iteration 42Q: 3 clusters Score -5462724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -5462742.000000 Penalty: 12372.549805
	Iteration 43Q: 3 clusters Score -5462742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5462754.000000 Penalty: 12372.549805
	Iteration 44Q: 3 clusters Score -5462754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -5462758.500000 Penalty: 12372.549805
	Iteration 45Q: 3 clusters Score -5462758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -5462777.500000 Penalty: 12372.549805
	Iteration 46Q: 3 clusters Score -5462778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -5462789.500000 Penalty: 12372.549805
	Iteration 47Q: 3 clusters Score -5462790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -5462791.500000 Penalty: 12372.549805
	Iteration 48Q: 3 clusters Score -5462792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -5462797.500000 Penalty: 12372.549805
	Iteration 49Q: 3 clusters Score -5462798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -5462813.000000 Penalty: 12372.549805
	Iteration 50Q: 3 clusters Score -5462813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -5462825.500000 Penalty: 12372.549805
	Iteration 51Q: 3 clusters Score -5462826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -5462824.500000 Penalty: 12372.549805
	Iteration 52Q: 3 clusters Score -5462824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -5462821.000000 Penalty: 12372.549805
	Iteration 53Q: 3 clusters Score -5462821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -5462825.500000 Penalty: 12372.549805
	Iteration 54Q: 3 clusters Score -5462826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -5462822.000000 Penalty: 12372.549805
	Iteration 55Q: 3 clusters Score -5462822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -5462820.000000 Penalty: 12372.549805
	Iteration 56Q: 3 clusters Score -5462820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -5462826.000000 Penalty: 12372.549805
	Iteration 57Q: 3 clusters Score -5462826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -5462826.000000 Penalty: 12372.549805
	Iteration 58Q: 3 clusters Score -5462826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -5462830.000000 Penalty: 12372.549805
	Iteration 59Q: 3 clusters Score -5462830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -5462833.500000 Penalty: 12372.549805
	Iteration 60F: 3 clusters Score -5462834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -5462830.500000 Penalty: 12372.549805
	Iteration 61Q: 3 clusters Score -5462830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -5462829.000000 Penalty: 12372.549805
	Iteration 62Q: 3 clusters Score -5462829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -5462829.000000 Penalty: 12372.549805
	Iteration 63F: 3 clusters Score -5462829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Entering Unmasked Estep 
Score: -2046818.000000 Penalty: 5592.521484
	Iteration 0F: 2 clusters Score -2046818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2037089.125000 Penalty: 11185.042969
	Iteration 0F: 3 clusters Score -2037089 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2039084.500000 Penalty: 11185.042969
	Iteration 1F: 3 clusters Score -2039084 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2039551.125000 Penalty: 11185.042969
	Iteration 2F: 3 clusters Score -2039551 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2039826.000000 Penalty: 11185.042969
	Iteration 3Q: 3 clusters Score -2039826 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2040008.125000 Penalty: 11185.042969
	Iteration 4Q: 3 clusters Score -2040008 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2040129.375000 Penalty: 11185.042969
	Iteration 5Q: 3 clusters Score -2040129 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2040227.250000 Penalty: 11185.042969
	Iteration 6Q: 3 clusters Score -2040227 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2040312.375000 Penalty: 11185.042969
	Iteration 7Q: 3 clusters Score -2040312 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2040378.000000 Penalty: 11185.042969
	Iteration 8Q: 3 clusters Score -2040378 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2040446.125000 Penalty: 11185.042969
	Iteration 9Q: 3 clusters Score -2040446 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2040496.500000 Penalty: 11185.042969
	Iteration 10Q: 3 clusters Score -2040496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2040545.875000 Penalty: 11185.042969
	Iteration 11Q: 3 clusters Score -2040546 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2040598.000000 Penalty: 11185.042969
	Iteration 12Q: 3 clusters Score -2040598 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2040643.250000 Penalty: 11185.042969
	Iteration 13Q: 3 clusters Score -2040643 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2040695.125000 Penalty: 11185.042969
	Iteration 14Q: 3 clusters Score -2040695 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2040752.250000 Penalty: 11185.042969
	Iteration 15Q: 3 clusters Score -2040752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2040814.000000 Penalty: 11185.042969
	Iteration 16Q: 3 clusters Score -2040814 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2040883.625000 Penalty: 11185.042969
	Iteration 17Q: 3 clusters Score -2040884 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2040981.500000 Penalty: 11185.042969
	Iteration 18Q: 3 clusters Score -2040982 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2041081.000000 Penalty: 11185.042969
	Iteration 19Q: 3 clusters Score -2041081 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2041175.500000 Penalty: 11185.042969
	Iteration 20F: 3 clusters Score -2041176 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2041255.000000 Penalty: 11185.042969
	Iteration 21Q: 3 clusters Score -2041255 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2041323.750000 Penalty: 11185.042969
	Iteration 22Q: 3 clusters Score -2041324 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2041395.500000 Penalty: 11185.042969
	Iteration 23Q: 3 clusters Score -2041396 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2041458.875000 Penalty: 11185.042969
	Iteration 24Q: 3 clusters Score -2041459 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2041528.750000 Penalty: 11185.042969
	Iteration 25Q: 3 clusters Score -2041529 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2041609.000000 Penalty: 11185.042969
	Iteration 26Q: 3 clusters Score -2041609 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2041664.000000 Penalty: 11185.042969
	Iteration 27Q: 3 clusters Score -2041664 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2041720.000000 Penalty: 11185.042969
	Iteration 28Q: 3 clusters Score -2041720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2041758.500000 Penalty: 11185.042969
	Iteration 29Q: 3 clusters Score -2041758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2041801.625000 Penalty: 11185.042969
	Iteration 30Q: 3 clusters Score -2041802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2041831.125000 Penalty: 11185.042969
	Iteration 31Q: 3 clusters Score -2041831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2041859.000000 Penalty: 11185.042969
	Iteration 32Q: 3 clusters Score -2041859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2041885.750000 Penalty: 11185.042969
	Iteration 33Q: 3 clusters Score -2041886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2041909.375000 Penalty: 11185.042969
	Iteration 34Q: 3 clusters Score -2041909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2041928.000000 Penalty: 11185.042969
	Iteration 35Q: 3 clusters Score -2041928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2041951.250000 Penalty: 11185.042969
	Iteration 36Q: 3 clusters Score -2041951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2041957.750000 Penalty: 11185.042969
	Iteration 37Q: 3 clusters Score -2041958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2041977.250000 Penalty: 11185.042969
	Iteration 38Q: 3 clusters Score -2041977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2041991.250000 Penalty: 11185.042969
	Iteration 39Q: 3 clusters Score -2041991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2041999.625000 Penalty: 11185.042969
	Iteration 40F: 3 clusters Score -2042000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2042011.125000 Penalty: 11185.042969
	Iteration 41Q: 3 clusters Score -2042011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2042025.875000 Penalty: 11185.042969
	Iteration 42Q: 3 clusters Score -2042026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2042034.875000 Penalty: 11185.042969
	Iteration 43Q: 3 clusters Score -2042035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2042041.000000 Penalty: 11185.042969
	Iteration 44Q: 3 clusters Score -2042041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2042047.500000 Penalty: 11185.042969
	Iteration 45Q: 3 clusters Score -2042048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2042046.500000 Penalty: 11185.042969
	Iteration 46Q: 3 clusters Score -2042046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2042051.875000 Penalty: 11185.042969
	Iteration 47Q: 3 clusters Score -2042052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2042052.125000 Penalty: 11185.042969
	Iteration 48Q: 3 clusters Score -2042052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2042053.625000 Penalty: 11185.042969
	Iteration 49Q: 3 clusters Score -2042054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2042059.000000 Penalty: 11185.042969
	Iteration 50Q: 3 clusters Score -2042059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2042055.875000 Penalty: 11185.042969
	Iteration 51Q: 3 clusters Score -2042056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2042059.250000 Penalty: 11185.042969
	Iteration 52Q: 3 clusters Score -2042059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2042061.250000 Penalty: 11185.042969
	Iteration 53Q: 3 clusters Score -2042061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2042063.500000 Penalty: 11185.042969
	Iteration 54Q: 3 clusters Score -2042064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2042071.125000 Penalty: 11185.042969
	Iteration 55Q: 3 clusters Score -2042071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2042075.875000 Penalty: 11185.042969
	Iteration 56Q: 3 clusters Score -2042076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2042077.125000 Penalty: 11185.042969
	Iteration 57Q: 3 clusters Score -2042077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2042079.000000 Penalty: 11185.042969
	Iteration 58Q: 3 clusters Score -2042079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2042085.000000 Penalty: 11185.042969
	Iteration 59Q: 3 clusters Score -2042085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2042088.625000 Penalty: 11185.042969
	Iteration 60F: 3 clusters Score -2042089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2042092.375000 Penalty: 11185.042969
	Iteration 61Q: 3 clusters Score -2042092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2042098.750000 Penalty: 11185.042969
	Iteration 62Q: 3 clusters Score -2042099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2042103.125000 Penalty: 11185.042969
	Iteration 63Q: 3 clusters Score -2042103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2042107.625000 Penalty: 11185.042969
	Iteration 64Q: 3 clusters Score -2042108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2042110.000000 Penalty: 11185.042969
	Iteration 65Q: 3 clusters Score -2042110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2042120.500000 Penalty: 11185.042969
	Iteration 66Q: 3 clusters Score -2042120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2042123.750000 Penalty: 11185.042969
	Iteration 67Q: 3 clusters Score -2042124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2042127.875000 Penalty: 11185.042969
	Iteration 68Q: 3 clusters Score -2042128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2042127.750000 Penalty: 11185.042969
	Iteration 69Q: 3 clusters Score -2042128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2042132.125000 Penalty: 11185.042969
	Iteration 70Q: 3 clusters Score -2042132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2042136.750000 Penalty: 11185.042969
	Iteration 71Q: 3 clusters Score -2042137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2042135.000000 Penalty: 11185.042969
	Iteration 72Q: 3 clusters Score -2042135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2042139.375000 Penalty: 11185.042969
	Iteration 73Q: 3 clusters Score -2042139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2042139.375000 Penalty: 11185.042969
	Iteration 74F: 3 clusters Score -2042139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (123080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123080 members 
Entering Unmasked Estep 
Score: -28352498.000000 Penalty: 7178.861328
	Iteration 0F: 2 clusters Score -2.83525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -28271348.000000 Penalty: 14357.722656
	Iteration 0F: 3 clusters Score -2.827135e+07 nChanged 56812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -28303044.000000 Penalty: 14357.722656
	Iteration 1F: 3 clusters Score -2.830304e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -28304952.000000 Penalty: 14357.722656
	Iteration 2Q: 3 clusters Score -2.830495e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -28307322.000000 Penalty: 14357.722656
	Iteration 3Q: 3 clusters Score -2.830732e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -28310596.000000 Penalty: 14357.722656
	Iteration 4F: 3 clusters Score -2.83106e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -28314424.000000 Penalty: 14357.722656
	Iteration 5F: 3 clusters Score -2.831442e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -28319624.000000 Penalty: 14357.722656
	Iteration 6F: 3 clusters Score -2.831962e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -28325602.000000 Penalty: 14357.722656
	Iteration 7F: 3 clusters Score -2.83256e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -28332284.000000 Penalty: 14357.722656
	Iteration 8F: 3 clusters Score -2.833228e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -28338290.000000 Penalty: 14357.722656
	Iteration 9F: 3 clusters Score -2.833829e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -28342492.000000 Penalty: 14357.722656
	Iteration 10Q: 3 clusters Score -2.834249e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106653 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -28345212.000000 Penalty: 14357.722656
	Iteration 11Q: 3 clusters Score -2.834521e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109038 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -28347040.000000 Penalty: 14357.722656
	Iteration 12Q: 3 clusters Score -2.834704e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -28348368.000000 Penalty: 14357.722656
	Iteration 13Q: 3 clusters Score -2.834837e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112058 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -28349186.000000 Penalty: 14357.722656
	Iteration 14Q: 3 clusters Score -2.834919e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113062 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -28349934.000000 Penalty: 14357.722656
	Iteration 15Q: 3 clusters Score -2.834993e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113805 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -28350336.000000 Penalty: 14357.722656
	Iteration 16Q: 3 clusters Score -2.835034e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114360 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -28350496.000000 Penalty: 14357.722656
	Iteration 17Q: 3 clusters Score -2.83505e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114795 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -28350662.000000 Penalty: 14357.722656
	Iteration 18Q: 3 clusters Score -2.835066e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115138 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -28350804.000000 Penalty: 14357.722656
	Iteration 19Q: 3 clusters Score -2.83508e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115383 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -28350878.000000 Penalty: 14357.722656
	Iteration 20F: 3 clusters Score -2.835088e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115575 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -28350880.000000 Penalty: 14357.722656
	Iteration 21Q: 3 clusters Score -2.835088e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115686 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -28350870.000000 Penalty: 14357.722656
	Iteration 22Q: 3 clusters Score -2.835087e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115772 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -28350896.000000 Penalty: 14357.722656
	Iteration 23Q: 3 clusters Score -2.83509e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115853 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -28350894.000000 Penalty: 14357.722656
	Iteration 24Q: 3 clusters Score -2.835089e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -28350898.000000 Penalty: 14357.722656
	Iteration 25Q: 3 clusters Score -2.83509e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115972 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -28350908.000000 Penalty: 14357.722656
	Iteration 26Q: 3 clusters Score -2.835091e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116011 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -28350928.000000 Penalty: 14357.722656
	Iteration 27Q: 3 clusters Score -2.835093e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116048 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -28350896.000000 Penalty: 14357.722656
	Iteration 28Q: 3 clusters Score -2.83509e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116084 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -28350920.000000 Penalty: 14357.722656
	Iteration 29Q: 3 clusters Score -2.835092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116108 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -28350904.000000 Penalty: 14357.722656
	Iteration 30Q: 3 clusters Score -2.83509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116133 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -28350900.000000 Penalty: 14357.722656
	Iteration 31Q: 3 clusters Score -2.83509e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -28350886.000000 Penalty: 14357.722656
	Iteration 32Q: 3 clusters Score -2.835089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116184 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -28350902.000000 Penalty: 14357.722656
	Iteration 33Q: 3 clusters Score -2.83509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116201 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -28350886.000000 Penalty: 14357.722656
	Iteration 34Q: 3 clusters Score -2.835089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -28350918.000000 Penalty: 14357.722656
	Iteration 35Q: 3 clusters Score -2.835092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116217 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -28350930.000000 Penalty: 14357.722656
	Iteration 36Q: 3 clusters Score -2.835093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116220 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -28350908.000000 Penalty: 14357.722656
	Iteration 37Q: 3 clusters Score -2.835091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116222 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -28350908.000000 Penalty: 14357.722656
	Iteration 38Q: 3 clusters Score -2.835091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116223 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -28350918.000000 Penalty: 14357.722656
	Iteration 39Q: 3 clusters Score -2.835092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116223 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -28350918.000000 Penalty: 14357.722656
	Iteration 40F: 3 clusters Score -2.835092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Entering Unmasked Estep 
Score: -2916079.500000 Penalty: 5791.529785
	Iteration 0F: 2 clusters Score -2916080 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 6354 members 
Entering Unmasked Estep 
Score: -2904157.250000 Penalty: 11583.059570
	Iteration 0F: 3 clusters Score -2904157 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2906868.500000 Penalty: 11583.059570
	Iteration 1F: 3 clusters Score -2906868 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2907418.000000 Penalty: 11583.059570
	Iteration 2F: 3 clusters Score -2907418 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2907777.000000 Penalty: 11583.059570
	Iteration 3F: 3 clusters Score -2907777 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2908040.500000 Penalty: 11583.059570
	Iteration 4Q: 3 clusters Score -2908040 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2908234.250000 Penalty: 11583.059570
	Iteration 5Q: 3 clusters Score -2908234 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2908363.250000 Penalty: 11583.059570
	Iteration 6Q: 3 clusters Score -2908363 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2908470.500000 Penalty: 11583.059570
	Iteration 7Q: 3 clusters Score -2908470 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2908557.000000 Penalty: 11583.059570
	Iteration 8Q: 3 clusters Score -2908557 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2908638.000000 Penalty: 11583.059570
	Iteration 9Q: 3 clusters Score -2908638 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2908681.250000 Penalty: 11583.059570
	Iteration 10Q: 3 clusters Score -2908681 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2908743.500000 Penalty: 11583.059570
	Iteration 11Q: 3 clusters Score -2908744 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2908798.500000 Penalty: 11583.059570
	Iteration 12Q: 3 clusters Score -2908798 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2908839.750000 Penalty: 11583.059570
	Iteration 13Q: 3 clusters Score -2908840 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2908905.000000 Penalty: 11583.059570
	Iteration 14Q: 3 clusters Score -2908905 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2908957.750000 Penalty: 11583.059570
	Iteration 15Q: 3 clusters Score -2908958 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2908993.000000 Penalty: 11583.059570
	Iteration 16Q: 3 clusters Score -2908993 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2909020.250000 Penalty: 11583.059570
	Iteration 17Q: 3 clusters Score -2909020 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2909059.500000 Penalty: 11583.059570
	Iteration 18Q: 3 clusters Score -2909060 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2909094.500000 Penalty: 11583.059570
	Iteration 19Q: 3 clusters Score -2909094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2909123.750000 Penalty: 11583.059570
	Iteration 20F: 3 clusters Score -2909124 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2909152.500000 Penalty: 11583.059570
	Iteration 21Q: 3 clusters Score -2909152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2909177.250000 Penalty: 11583.059570
	Iteration 22Q: 3 clusters Score -2909177 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2909206.250000 Penalty: 11583.059570
	Iteration 23Q: 3 clusters Score -2909206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2909243.250000 Penalty: 11583.059570
	Iteration 24Q: 3 clusters Score -2909243 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2909263.500000 Penalty: 11583.059570
	Iteration 25Q: 3 clusters Score -2909264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2909294.500000 Penalty: 11583.059570
	Iteration 26Q: 3 clusters Score -2909294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2909313.250000 Penalty: 11583.059570
	Iteration 27Q: 3 clusters Score -2909313 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2909333.250000 Penalty: 11583.059570
	Iteration 28Q: 3 clusters Score -2909333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2909351.500000 Penalty: 11583.059570
	Iteration 29Q: 3 clusters Score -2909352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2909370.500000 Penalty: 11583.059570
	Iteration 30Q: 3 clusters Score -2909370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2909389.750000 Penalty: 11583.059570
	Iteration 31Q: 3 clusters Score -2909390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2909401.000000 Penalty: 11583.059570
	Iteration 32Q: 3 clusters Score -2909401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2909415.500000 Penalty: 11583.059570
	Iteration 33Q: 3 clusters Score -2909416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2909430.750000 Penalty: 11583.059570
	Iteration 34Q: 3 clusters Score -2909431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2909448.750000 Penalty: 11583.059570
	Iteration 35Q: 3 clusters Score -2909449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2909466.500000 Penalty: 11583.059570
	Iteration 36Q: 3 clusters Score -2909466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2909475.250000 Penalty: 11583.059570
	Iteration 37Q: 3 clusters Score -2909475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2909508.250000 Penalty: 11583.059570
	Iteration 38Q: 3 clusters Score -2909508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2909513.500000 Penalty: 11583.059570
	Iteration 39Q: 3 clusters Score -2909514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2909517.000000 Penalty: 11583.059570
	Iteration 40F: 3 clusters Score -2909517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2909527.500000 Penalty: 11583.059570
	Iteration 41Q: 3 clusters Score -2909528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2909532.750000 Penalty: 11583.059570
	Iteration 42Q: 3 clusters Score -2909533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2909544.000000 Penalty: 11583.059570
	Iteration 43Q: 3 clusters Score -2909544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2909553.250000 Penalty: 11583.059570
	Iteration 44Q: 3 clusters Score -2909553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2909566.750000 Penalty: 11583.059570
	Iteration 45Q: 3 clusters Score -2909567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2909575.250000 Penalty: 11583.059570
	Iteration 46Q: 3 clusters Score -2909575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2909586.500000 Penalty: 11583.059570
	Iteration 47Q: 3 clusters Score -2909586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2909585.500000 Penalty: 11583.059570
	Iteration 48Q: 3 clusters Score -2909586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2909603.000000 Penalty: 11583.059570
	Iteration 49Q: 3 clusters Score -2909603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2909609.250000 Penalty: 11583.059570
	Iteration 50Q: 3 clusters Score -2909609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2909614.500000 Penalty: 11583.059570
	Iteration 51Q: 3 clusters Score -2909614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2909622.750000 Penalty: 11583.059570
	Iteration 52Q: 3 clusters Score -2909623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2909631.250000 Penalty: 11583.059570
	Iteration 53Q: 3 clusters Score -2909631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2909635.250000 Penalty: 11583.059570
	Iteration 54Q: 3 clusters Score -2909635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2909637.000000 Penalty: 11583.059570
	Iteration 55Q: 3 clusters Score -2909637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2909645.250000 Penalty: 11583.059570
	Iteration 56Q: 3 clusters Score -2909645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2909641.000000 Penalty: 11583.059570
	Iteration 57Q: 3 clusters Score -2909641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2909645.000000 Penalty: 11583.059570
	Iteration 58Q: 3 clusters Score -2909645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2909659.250000 Penalty: 11583.059570
	Iteration 59Q: 3 clusters Score -2909659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2909665.250000 Penalty: 11583.059570
	Iteration 60F: 3 clusters Score -2909665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2909673.000000 Penalty: 11583.059570
	Iteration 61Q: 3 clusters Score -2909673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2909674.000000 Penalty: 11583.059570
	Iteration 62Q: 3 clusters Score -2909674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2909673.000000 Penalty: 11583.059570
	Iteration 63Q: 3 clusters Score -2909673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2909682.000000 Penalty: 11583.059570
	Iteration 64Q: 3 clusters Score -2909682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2909673.250000 Penalty: 11583.059570
	Iteration 65Q: 3 clusters Score -2909673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2909681.500000 Penalty: 11583.059570
	Iteration 66Q: 3 clusters Score -2909682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2909686.500000 Penalty: 11583.059570
	Iteration 67Q: 3 clusters Score -2909686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2909693.000000 Penalty: 11583.059570
	Iteration 68Q: 3 clusters Score -2909693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2909697.000000 Penalty: 11583.059570
	Iteration 69Q: 3 clusters Score -2909697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2909699.250000 Penalty: 11583.059570
	Iteration 70Q: 3 clusters Score -2909699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2909705.000000 Penalty: 11583.059570
	Iteration 71Q: 3 clusters Score -2909705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2909709.750000 Penalty: 11583.059570
	Iteration 72Q: 3 clusters Score -2909710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2909715.750000 Penalty: 11583.059570
	Iteration 73Q: 3 clusters Score -2909716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2909720.500000 Penalty: 11583.059570
	Iteration 74Q: 3 clusters Score -2909720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2909728 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2909733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2909729 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2909742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2909750.250000 Penalty: 11583.059570
	Iteration 79Q: 3 clusters Score -2909750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2909748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2909748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2909763 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2909769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2909772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2909779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2909786 nChanged 21
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Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2909794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2909799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2909805 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2909816 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2909825.250000 Penalty: 11583.059570
	Iteration 91Q: 3 clusters Score -2909825 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2909836 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2909840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2909836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2909852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2909862 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2909871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2909889 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2909902 nChanged 39
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Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2909919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2909937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2909948 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2909961 nChanged 38
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Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2909974 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2909999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2910002.750000 Penalty: 11583.059570
	Iteration 106Q: 3 clusters Score -2910003 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2910027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2910045 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2910065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2910088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2910119 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2910144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2910170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2910200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2910229.250000 Penalty: 11583.059570
	Iteration 115Q: 3 clusters Score -2910229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2910266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2910298.000000 Penalty: 11583.059570
	Iteration 117Q: 3 clusters Score -2910298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2910334 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2910380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2910415.000000 Penalty: 11583.059570
	Iteration 120F: 3 clusters Score -2910415 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2910448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2910483 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2910530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2910553.750000 Penalty: 11583.059570
	Iteration 124Q: 3 clusters Score -2910554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2910593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2910612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2910640.000000 Penalty: 11583.059570
	Iteration 127Q: 3 clusters Score -2910640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2910653.250000 Penalty: 11583.059570
	Iteration 128Q: 3 clusters Score -2910653 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2910678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2910702.500000 Penalty: 11583.059570
	Iteration 130Q: 3 clusters Score -2910702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2910715 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2910718 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2910738 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2910747 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2910759.000000 Penalty: 11583.059570
	Iteration 135Q: 3 clusters Score -2910759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2910763.500000 Penalty: 11583.059570
	Iteration 136Q: 3 clusters Score -2910764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2910773.750000 Penalty: 11583.059570
	Iteration 137Q: 3 clusters Score -2910774 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2910771.750000 Penalty: 11583.059570
	Iteration 138Q: 3 clusters Score -2910772 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2830 members 
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Entering Unmasked Estep 
Score: -2910779.250000 Penalty: 11583.059570
	Iteration 139Q: 3 clusters Score -2910779 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2910793.000000 Penalty: 11583.059570
	Iteration 140F: 3 clusters Score -2910793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2910812 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2910816.250000 Penalty: 11583.059570
	Iteration 142Q: 3 clusters Score -2910816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2910834.750000 Penalty: 11583.059570
	Iteration 143Q: 3 clusters Score -2910835 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2910845.750000 Penalty: 11583.059570
	Iteration 144Q: 3 clusters Score -2910846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2910862.250000 Penalty: 11583.059570
	Iteration 145Q: 3 clusters Score -2910862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2910872.500000 Penalty: 11583.059570
	Iteration 146Q: 3 clusters Score -2910872 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2910877.000000 Penalty: 11583.059570
	Iteration 147Q: 3 clusters Score -2910877 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2910885.250000 Penalty: 11583.059570
	Iteration 148Q: 3 clusters Score -2910885 nChanged 11
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Mstep: Class 1 contains 2635 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2910889 nChanged 7
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Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 10151 members 
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	Iteration 150Q: 3 clusters Score -2910889 nChanged 10
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Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2910887.250000 Penalty: 11583.059570
	Iteration 151Q: 3 clusters Score -2910887 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2910891 nChanged 14
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Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2910896 nChanged 12
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Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10190 members 
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	Iteration 154Q: 3 clusters Score -2910906 nChanged 12
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Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2910910.250000 Penalty: 11583.059570
	Iteration 155Q: 3 clusters Score -2910910 nChanged 16
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Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2910912 nChanged 12
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Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2910910 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2910921.750000 Penalty: 11583.059570
	Iteration 158Q: 3 clusters Score -2910922 nChanged 4
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Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2910922 nChanged 8
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Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2910929.000000 Penalty: 11583.059570
	Iteration 160F: 3 clusters Score -2910929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2910928.750000 Penalty: 11583.059570
	Iteration 161Q: 3 clusters Score -2910929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2910934.750000 Penalty: 11583.059570
	Iteration 162Q: 3 clusters Score -2910935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2910939.250000 Penalty: 11583.059570
	Iteration 163Q: 3 clusters Score -2910939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2910943.000000 Penalty: 11583.059570
	Iteration 164Q: 3 clusters Score -2910943 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2910943.500000 Penalty: 11583.059570
	Iteration 165Q: 3 clusters Score -2910944 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2509 members 
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Entering Unmasked Estep 
Score: -2910941.250000 Penalty: 11583.059570
	Iteration 166Q: 3 clusters Score -2910941 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2910940.500000 Penalty: 11583.059570
	Iteration 167Q: 3 clusters Score -2910940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2910944.000000 Penalty: 11583.059570
	Iteration 168Q: 3 clusters Score -2910944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2910945.250000 Penalty: 11583.059570
	Iteration 169Q: 3 clusters Score -2910945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2910945.250000 Penalty: 11583.059570
	Iteration 170F: 3 clusters Score -2910945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (122045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122045 members 
Entering Unmasked Estep 
Score: -27949496.000000 Penalty: 7173.688965
	Iteration 0F: 2 clusters Score -2.79495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -27868700.000000 Penalty: 14347.377930
	Iteration 0F: 3 clusters Score -2.78687e+07 nChanged 56398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -27900300.000000 Penalty: 14347.377930
	Iteration 1F: 3 clusters Score -2.79003e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -27901628.000000 Penalty: 14347.377930
	Iteration 2Q: 3 clusters Score -2.790163e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -27902744.000000 Penalty: 14347.377930
	Iteration 3Q: 3 clusters Score -2.790274e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -27904162.000000 Penalty: 14347.377930
	Iteration 4Q: 3 clusters Score -2.790416e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -27906046.000000 Penalty: 14347.377930
	Iteration 5Q: 3 clusters Score -2.790605e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -27909130.000000 Penalty: 14347.377930
	Iteration 6Q: 3 clusters Score -2.790913e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -27913308.000000 Penalty: 14347.377930
	Iteration 7F: 3 clusters Score -2.791331e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -27918826.000000 Penalty: 14347.377930
	Iteration 8F: 3 clusters Score -2.791883e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 97981 members 
Entering Unmasked Estep 
Score: -27925522.000000 Penalty: 14347.377930
	Iteration 9F: 3 clusters Score -2.792552e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 105007 members 
Entering Unmasked Estep 
Score: -27932226.000000 Penalty: 14347.377930
	Iteration 10F: 3 clusters Score -2.793223e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 109916 members 
Entering Unmasked Estep 
Score: -27937544.000000 Penalty: 14347.377930
	Iteration 11Q: 3 clusters Score -2.793754e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 112736 members 
Entering Unmasked Estep 
Score: -27940904.000000 Penalty: 14347.377930
	Iteration 12Q: 3 clusters Score -2.79409e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 114246 members 
Entering Unmasked Estep 
Score: -27942664.000000 Penalty: 14347.377930
	Iteration 13Q: 3 clusters Score -2.794266e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 115102 members 
Entering Unmasked Estep 
Score: -27943588.000000 Penalty: 14347.377930
	Iteration 14Q: 3 clusters Score -2.794359e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 115688 members 
Entering Unmasked Estep 
Score: -27944204.000000 Penalty: 14347.377930
	Iteration 15Q: 3 clusters Score -2.79442e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 116083 members 
Entering Unmasked Estep 
Score: -27944434.000000 Penalty: 14347.377930
	Iteration 16Q: 3 clusters Score -2.794443e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 116401 members 
Entering Unmasked Estep 
Score: -27944540.000000 Penalty: 14347.377930
	Iteration 17Q: 3 clusters Score -2.794454e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 116669 members 
Entering Unmasked Estep 
Score: -27944630.000000 Penalty: 14347.377930
	Iteration 18Q: 3 clusters Score -2.794463e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 116888 members 
Entering Unmasked Estep 
Score: -27944722.000000 Penalty: 14347.377930
	Iteration 19Q: 3 clusters Score -2.794472e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -27944668.000000 Penalty: 14347.377930
	Iteration 20F: 3 clusters Score -2.794467e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 117227 members 
Entering Unmasked Estep 
Score: -27944752.000000 Penalty: 14347.377930
	Iteration 21Q: 3 clusters Score -2.794475e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -27944814.000000 Penalty: 14347.377930
	Iteration 22Q: 3 clusters Score -2.794481e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -27944780.000000 Penalty: 14347.377930
	Iteration 23Q: 3 clusters Score -2.794478e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -27944802.000000 Penalty: 14347.377930
	Iteration 24Q: 3 clusters Score -2.79448e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 117605 members 
Entering Unmasked Estep 
Score: -27944798.000000 Penalty: 14347.377930
	Iteration 25Q: 3 clusters Score -2.79448e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -27944850.000000 Penalty: 14347.377930
	Iteration 26Q: 3 clusters Score -2.794485e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 117710 members 
Entering Unmasked Estep 
Score: -27944846.000000 Penalty: 14347.377930
	Iteration 27Q: 3 clusters Score -2.794485e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 117758 members 
Entering Unmasked Estep 
Score: -27944864.000000 Penalty: 14347.377930
	Iteration 28Q: 3 clusters Score -2.794486e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 117809 members 
Entering Unmasked Estep 
Score: -27944828.000000 Penalty: 14347.377930
	Iteration 29Q: 3 clusters Score -2.794483e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 117849 members 
Entering Unmasked Estep 
Score: -27944824.000000 Penalty: 14347.377930
	Iteration 30Q: 3 clusters Score -2.794482e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 117876 members 
Entering Unmasked Estep 
Score: -27944820.000000 Penalty: 14347.377930
	Iteration 31Q: 3 clusters Score -2.794482e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 117907 members 
Entering Unmasked Estep 
Score: -27944798.000000 Penalty: 14347.377930
	Iteration 32Q: 3 clusters Score -2.79448e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 117935 members 
Entering Unmasked Estep 
Score: -27944832.000000 Penalty: 14347.377930
	Iteration 33Q: 3 clusters Score -2.794483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 117955 members 
Entering Unmasked Estep 
Score: -27944848.000000 Penalty: 14347.377930
	Iteration 34Q: 3 clusters Score -2.794485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 117976 members 
Entering Unmasked Estep 
Score: -27944846.000000 Penalty: 14347.377930
	Iteration 35Q: 3 clusters Score -2.794485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 117997 members 
Entering Unmasked Estep 
Score: -27944856.000000 Penalty: 14347.377930
	Iteration 36Q: 3 clusters Score -2.794486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -27944888.000000 Penalty: 14347.377930
	Iteration 37Q: 3 clusters Score -2.794489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 118036 members 
Entering Unmasked Estep 
Score: -27944880.000000 Penalty: 14347.377930
	Iteration 38Q: 3 clusters Score -2.794488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 118055 members 
Entering Unmasked Estep 
Score: -27944880.000000 Penalty: 14347.377930
	Iteration 39Q: 3 clusters Score -2.794488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 118075 members 
Entering Unmasked Estep 
Score: -27944868.000000 Penalty: 14347.377930
	Iteration 40F: 3 clusters Score -2.794487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 118091 members 
Entering Unmasked Estep 
Score: -27944856.000000 Penalty: 14347.377930
	Iteration 41Q: 3 clusters Score -2.794486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 118109 members 
Entering Unmasked Estep 
Score: -27944846.000000 Penalty: 14347.377930
	Iteration 42Q: 3 clusters Score -2.794485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 118128 members 
Entering Unmasked Estep 
Score: -27944830.000000 Penalty: 14347.377930
	Iteration 43Q: 3 clusters Score -2.794483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 118145 members 
Entering Unmasked Estep 
Score: -27944836.000000 Penalty: 14347.377930
	Iteration 44Q: 3 clusters Score -2.794484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -27944850.000000 Penalty: 14347.377930
	Iteration 45Q: 3 clusters Score -2.794485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 118174 members 
Entering Unmasked Estep 
Score: -27944846.000000 Penalty: 14347.377930
	Iteration 46Q: 3 clusters Score -2.794485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 118187 members 
Entering Unmasked Estep 
Score: -27944850.000000 Penalty: 14347.377930
	Iteration 47Q: 3 clusters Score -2.794485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 118199 members 
Entering Unmasked Estep 
Score: -27944836.000000 Penalty: 14347.377930
	Iteration 48Q: 3 clusters Score -2.794484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 118211 members 
Entering Unmasked Estep 
Score: -27944824.000000 Penalty: 14347.377930
	Iteration 49Q: 3 clusters Score -2.794482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 118220 members 
Entering Unmasked Estep 
Score: -27944808.000000 Penalty: 14347.377930
	Iteration 50Q: 3 clusters Score -2.794481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 118226 members 
Entering Unmasked Estep 
Score: -27944794.000000 Penalty: 14347.377930
	Iteration 51Q: 3 clusters Score -2.794479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 118232 members 
Entering Unmasked Estep 
Score: -27944824.000000 Penalty: 14347.377930
	Iteration 52Q: 3 clusters Score -2.794482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 118240 members 
Entering Unmasked Estep 
Score: -27944836.000000 Penalty: 14347.377930
	Iteration 53Q: 3 clusters Score -2.794484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 118246 members 
Entering Unmasked Estep 
Score: -27944846.000000 Penalty: 14347.377930
	Iteration 54Q: 3 clusters Score -2.794485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 118255 members 
Entering Unmasked Estep 
Score: -27944842.000000 Penalty: 14347.377930
	Iteration 55Q: 3 clusters Score -2.794484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 118265 members 
Entering Unmasked Estep 
Score: -27944842.000000 Penalty: 14347.377930
	Iteration 56Q: 3 clusters Score -2.794484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -27944844.000000 Penalty: 14347.377930
	Iteration 57Q: 3 clusters Score -2.794484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 118271 members 
Entering Unmasked Estep 
Score: -27944850.000000 Penalty: 14347.377930
	Iteration 58Q: 3 clusters Score -2.794485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 118277 members 
Entering Unmasked Estep 
Score: -27944846.000000 Penalty: 14347.377930
	Iteration 59Q: 3 clusters Score -2.794485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
Score: -27944850.000000 Penalty: 14347.377930
	Iteration 60F: 3 clusters Score -2.794485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 118280 members 
Entering Unmasked Estep 
Score: -27944830.000000 Penalty: 14347.377930
	Iteration 61Q: 3 clusters Score -2.794483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 118280 members 
Entering Unmasked Estep 
Score: -27944830.000000 Penalty: 14347.377930
	Iteration 62F: 3 clusters Score -2.794483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Entering Unmasked Estep 
Score: -8487053.000000 Penalty: 6441.377930
	Iteration 0F: 2 clusters Score -8487053 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 18537 members 
Entering Unmasked Estep 
Score: -8459699.000000 Penalty: 12882.755859
	Iteration 0F: 3 clusters Score -8459699 nChanged 16014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -8468155.000000 Penalty: 12882.755859
	Iteration 1F: 3 clusters Score -8468155 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -8468862.000000 Penalty: 12882.755859
	Iteration 2F: 3 clusters Score -8468862 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -8469390.000000 Penalty: 12882.755859
	Iteration 3Q: 3 clusters Score -8469390 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -8469781.000000 Penalty: 12882.755859
	Iteration 4Q: 3 clusters Score -8469781 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -8470099.000000 Penalty: 12882.755859
	Iteration 5Q: 3 clusters Score -8470099 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -8470331.000000 Penalty: 12882.755859
	Iteration 6Q: 3 clusters Score -8470331 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -8470550.000000 Penalty: 12882.755859
	Iteration 7Q: 3 clusters Score -8470550 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -8470837.000000 Penalty: 12882.755859
	Iteration 8Q: 3 clusters Score -8470837 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -8471192.000000 Penalty: 12882.755859
	Iteration 9Q: 3 clusters Score -8471192 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -8471677.000000 Penalty: 12882.755859
	Iteration 10Q: 3 clusters Score -8471677 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -8472278.000000 Penalty: 12882.755859
	Iteration 11Q: 3 clusters Score -8472278 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -8473079.000000 Penalty: 12882.755859
	Iteration 12Q: 3 clusters Score -8473079 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -8473993.000000 Penalty: 12882.755859
	Iteration 13Q: 3 clusters Score -8473993 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -8474937.000000 Penalty: 12882.755859
	Iteration 14Q: 3 clusters Score -8474937 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -8475902.000000 Penalty: 12882.755859
	Iteration 15Q: 3 clusters Score -8475902 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -8476873.000000 Penalty: 12882.755859
	Iteration 16Q: 3 clusters Score -8476873 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -8477796.000000 Penalty: 12882.755859
	Iteration 17Q: 3 clusters Score -8477796 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -8478608.000000 Penalty: 12882.755859
	Iteration 18Q: 3 clusters Score -8478608 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -8479322.000000 Penalty: 12882.755859
	Iteration 19Q: 3 clusters Score -8479322 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -8479872.000000 Penalty: 12882.755859
	Iteration 20F: 3 clusters Score -8479872 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -8480289.000000 Penalty: 12882.755859
	Iteration 21Q: 3 clusters Score -8480289 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -8480609.000000 Penalty: 12882.755859
	Iteration 22Q: 3 clusters Score -8480609 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -8480869.000000 Penalty: 12882.755859
	Iteration 23Q: 3 clusters Score -8480869 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -8481068.000000 Penalty: 12882.755859
	Iteration 24Q: 3 clusters Score -8481068 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -8481226.000000 Penalty: 12882.755859
	Iteration 25Q: 3 clusters Score -8481226 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -8481366.000000 Penalty: 12882.755859
	Iteration 26Q: 3 clusters Score -8481366 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -8481427.000000 Penalty: 12882.755859
	Iteration 27Q: 3 clusters Score -8481427 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -8481485.000000 Penalty: 12882.755859
	Iteration 28Q: 3 clusters Score -8481485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -8481513.000000 Penalty: 12882.755859
	Iteration 29Q: 3 clusters Score -8481513 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -8481575.000000 Penalty: 12882.755859
	Iteration 30Q: 3 clusters Score -8481575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -8481611.000000 Penalty: 12882.755859
	Iteration 31Q: 3 clusters Score -8481611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -8481639.000000 Penalty: 12882.755859
	Iteration 32Q: 3 clusters Score -8481639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -8481662.000000 Penalty: 12882.755859
	Iteration 33Q: 3 clusters Score -8481662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -8481676.000000 Penalty: 12882.755859
	Iteration 34Q: 3 clusters Score -8481676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -8481701.000000 Penalty: 12882.755859
	Iteration 35Q: 3 clusters Score -8481701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -8481721.000000 Penalty: 12882.755859
	Iteration 36Q: 3 clusters Score -8481721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -8481740.000000 Penalty: 12882.755859
	Iteration 37Q: 3 clusters Score -8481740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -8481746.000000 Penalty: 12882.755859
	Iteration 38Q: 3 clusters Score -8481746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -8481752.000000 Penalty: 12882.755859
	Iteration 39Q: 3 clusters Score -8481752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -8481760.000000 Penalty: 12882.755859
	Iteration 40F: 3 clusters Score -8481760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -8481761.000000 Penalty: 12882.755859
	Iteration 41Q: 3 clusters Score -8481761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -8481776.000000 Penalty: 12882.755859
	Iteration 42Q: 3 clusters Score -8481776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -8481783.000000 Penalty: 12882.755859
	Iteration 43Q: 3 clusters Score -8481783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -8481795.000000 Penalty: 12882.755859
	Iteration 44Q: 3 clusters Score -8481795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -8481820.000000 Penalty: 12882.755859
	Iteration 45Q: 3 clusters Score -8481820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -8481823.000000 Penalty: 12882.755859
	Iteration 46Q: 3 clusters Score -8481823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -8481829.000000 Penalty: 12882.755859
	Iteration 47Q: 3 clusters Score -8481829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -8481834.000000 Penalty: 12882.755859
	Iteration 48Q: 3 clusters Score -8481834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -8481838.000000 Penalty: 12882.755859
	Iteration 49Q: 3 clusters Score -8481838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -8481849.000000 Penalty: 12882.755859
	Iteration 50Q: 3 clusters Score -8481849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -8481844.000000 Penalty: 12882.755859
	Iteration 51Q: 3 clusters Score -8481844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -8481852.000000 Penalty: 12882.755859
	Iteration 52Q: 3 clusters Score -8481852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -8481863.000000 Penalty: 12882.755859
	Iteration 53Q: 3 clusters Score -8481863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -8481848.000000 Penalty: 12882.755859
	Iteration 54Q: 3 clusters Score -8481848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -8481855.000000 Penalty: 12882.755859
	Iteration 55Q: 3 clusters Score -8481855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -8481856.000000 Penalty: 12882.755859
	Iteration 56Q: 3 clusters Score -8481856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -8481874.000000 Penalty: 12882.755859
	Iteration 57Q: 3 clusters Score -8481874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -8481871.000000 Penalty: 12882.755859
	Iteration 58Q: 3 clusters Score -8481871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -8481864.000000 Penalty: 12882.755859
	Iteration 59Q: 3 clusters Score -8481864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -8481868.000000 Penalty: 12882.755859
	Iteration 60F: 3 clusters Score -8481868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -8481866.000000 Penalty: 12882.755859
	Iteration 61Q: 3 clusters Score -8481866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -8481868.000000 Penalty: 12882.755859
	Iteration 62Q: 3 clusters Score -8481868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -8481868.000000 Penalty: 12882.755859
	Iteration 63F: 3 clusters Score -8481868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Entering Unmasked Estep 
Score: -5066805.000000 Penalty: 6128.591309
	Iteration 0F: 2 clusters Score -5066805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -5048937.500000 Penalty: 12257.182617
	Iteration 0F: 3 clusters Score -5048938 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -5053494.500000 Penalty: 12257.182617
	Iteration 1F: 3 clusters Score -5053494 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -5054104.500000 Penalty: 12257.182617
	Iteration 2F: 3 clusters Score -5054104 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -5054489.000000 Penalty: 12257.182617
	Iteration 3Q: 3 clusters Score -5054489 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -5054750.000000 Penalty: 12257.182617
	Iteration 4Q: 3 clusters Score -5054750 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -5054951.500000 Penalty: 12257.182617
	Iteration 5Q: 3 clusters Score -5054952 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -5055106.500000 Penalty: 12257.182617
	Iteration 6Q: 3 clusters Score -5055106 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -5055229.500000 Penalty: 12257.182617
	Iteration 7Q: 3 clusters Score -5055230 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -5055333.500000 Penalty: 12257.182617
	Iteration 8Q: 3 clusters Score -5055334 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -5055446.500000 Penalty: 12257.182617
	Iteration 9Q: 3 clusters Score -5055446 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -5055537.000000 Penalty: 12257.182617
	Iteration 10Q: 3 clusters Score -5055537 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -5055640.500000 Penalty: 12257.182617
	Iteration 11Q: 3 clusters Score -5055640 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -5055752.500000 Penalty: 12257.182617
	Iteration 12Q: 3 clusters Score -5055752 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -5055860.000000 Penalty: 12257.182617
	Iteration 13Q: 3 clusters Score -5055860 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -5056008.000000 Penalty: 12257.182617
	Iteration 14Q: 3 clusters Score -5056008 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -5056131.500000 Penalty: 12257.182617
	Iteration 15Q: 3 clusters Score -5056132 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -5056268.000000 Penalty: 12257.182617
	Iteration 16Q: 3 clusters Score -5056268 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -5056428.000000 Penalty: 12257.182617
	Iteration 17Q: 3 clusters Score -5056428 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -5056643.000000 Penalty: 12257.182617
	Iteration 18Q: 3 clusters Score -5056643 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -5056883.000000 Penalty: 12257.182617
	Iteration 19Q: 3 clusters Score -5056883 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -5057167.000000 Penalty: 12257.182617
	Iteration 20F: 3 clusters Score -5057167 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -5057568.000000 Penalty: 12257.182617
	Iteration 21Q: 3 clusters Score -5057568 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -5058038.500000 Penalty: 12257.182617
	Iteration 22Q: 3 clusters Score -5058038 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5058589.500000 Penalty: 12257.182617
	Iteration 23Q: 3 clusters Score -5058590 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5059151.000000 Penalty: 12257.182617
	Iteration 24Q: 3 clusters Score -5059151 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5059662.500000 Penalty: 12257.182617
	Iteration 25Q: 3 clusters Score -5059662 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5060065.000000 Penalty: 12257.182617
	Iteration 26Q: 3 clusters Score -5060065 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5060405.000000 Penalty: 12257.182617
	Iteration 27Q: 3 clusters Score -5060405 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5060646.000000 Penalty: 12257.182617
	Iteration 28Q: 3 clusters Score -5060646 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5060814.000000 Penalty: 12257.182617
	Iteration 29Q: 3 clusters Score -5060814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5060965.000000 Penalty: 12257.182617
	Iteration 30Q: 3 clusters Score -5060965 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5061084.500000 Penalty: 12257.182617
	Iteration 31Q: 3 clusters Score -5061084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5061136.000000 Penalty: 12257.182617
	Iteration 32Q: 3 clusters Score -5061136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5061206.000000 Penalty: 12257.182617
	Iteration 33Q: 3 clusters Score -5061206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5061250.500000 Penalty: 12257.182617
	Iteration 34Q: 3 clusters Score -5061250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5061291.000000 Penalty: 12257.182617
	Iteration 35Q: 3 clusters Score -5061291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5061329.000000 Penalty: 12257.182617
	Iteration 36Q: 3 clusters Score -5061329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5061348.500000 Penalty: 12257.182617
	Iteration 37Q: 3 clusters Score -5061348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5061366.500000 Penalty: 12257.182617
	Iteration 38Q: 3 clusters Score -5061366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5061378.000000 Penalty: 12257.182617
	Iteration 39Q: 3 clusters Score -5061378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5061388.000000 Penalty: 12257.182617
	Iteration 40F: 3 clusters Score -5061388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5061398.000000 Penalty: 12257.182617
	Iteration 41Q: 3 clusters Score -5061398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5061399.000000 Penalty: 12257.182617
	Iteration 42Q: 3 clusters Score -5061399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5061408.500000 Penalty: 12257.182617
	Iteration 43Q: 3 clusters Score -5061408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5061425.000000 Penalty: 12257.182617
	Iteration 44Q: 3 clusters Score -5061425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5061424.000000 Penalty: 12257.182617
	Iteration 45Q: 3 clusters Score -5061424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5061438.000000 Penalty: 12257.182617
	Iteration 46Q: 3 clusters Score -5061438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5061449.000000 Penalty: 12257.182617
	Iteration 47Q: 3 clusters Score -5061449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5061458.000000 Penalty: 12257.182617
	Iteration 48Q: 3 clusters Score -5061458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5061465.500000 Penalty: 12257.182617
	Iteration 49Q: 3 clusters Score -5061466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5061461.000000 Penalty: 12257.182617
	Iteration 50Q: 3 clusters Score -5061461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5061461.000000 Penalty: 12257.182617
	Iteration 51Q: 3 clusters Score -5061461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5061464.000000 Penalty: 12257.182617
	Iteration 52Q: 3 clusters Score -5061464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5061468.500000 Penalty: 12257.182617
	Iteration 53Q: 3 clusters Score -5061468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5061468.000000 Penalty: 12257.182617
	Iteration 54Q: 3 clusters Score -5061468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5061468.000000 Penalty: 12257.182617
	Iteration 55F: 3 clusters Score -5061468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -483924.656250 Penalty: 4712.815430
	Iteration 0F: 2 clusters Score -483924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -478778.406250 Penalty: 9425.630859
	Iteration 0F: 3 clusters Score -478778.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -479465.812500 Penalty: 9425.630859
	Iteration 1F: 3 clusters Score -479465.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -479665.375000 Penalty: 9425.630859
	Iteration 2F: 3 clusters Score -479665.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -479749.062500 Penalty: 9425.630859
	Iteration 3Q: 3 clusters Score -479749.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -479790.875000 Penalty: 9425.630859
	Iteration 4Q: 3 clusters Score -479790.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -479831.437500 Penalty: 9425.630859
	Iteration 5Q: 3 clusters Score -479831.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -479864.250000 Penalty: 9425.630859
	Iteration 6Q: 3 clusters Score -479864.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -479881.593750 Penalty: 9425.630859
	Iteration 7Q: 3 clusters Score -479881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -479893.312500 Penalty: 9425.630859
	Iteration 8Q: 3 clusters Score -479893.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -479902.875000 Penalty: 9425.630859
	Iteration 9Q: 3 clusters Score -479902.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -479914.593750 Penalty: 9425.630859
	Iteration 10Q: 3 clusters Score -479914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -479918.906250 Penalty: 9425.630859
	Iteration 11Q: 3 clusters Score -479918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -479928.781250 Penalty: 9425.630859
	Iteration 12Q: 3 clusters Score -479928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -479936.093750 Penalty: 9425.630859
	Iteration 13Q: 3 clusters Score -479936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -479941.750000 Penalty: 9425.630859
	Iteration 14Q: 3 clusters Score -479941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -479944.000000 Penalty: 9425.630859
	Iteration 15Q: 3 clusters Score -479944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -479946.281250 Penalty: 9425.630859
	Iteration 16Q: 3 clusters Score -479946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -479946.281250 Penalty: 9425.630859
	Iteration 17F: 3 clusters Score -479946.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Entering Unmasked Estep 
Score: -9125762.000000 Penalty: 6488.705566
	Iteration 0F: 2 clusters Score -9125762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -9096668.000000 Penalty: 12977.411133
	Iteration 0F: 3 clusters Score -9096668 nChanged 17120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -9105710.000000 Penalty: 12977.411133
	Iteration 1F: 3 clusters Score -9105710 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -9106527.000000 Penalty: 12977.411133
	Iteration 2F: 3 clusters Score -9106527 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -9107099.000000 Penalty: 12977.411133
	Iteration 3Q: 3 clusters Score -9107099 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -9107609.000000 Penalty: 12977.411133
	Iteration 4Q: 3 clusters Score -9107609 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -9107989.000000 Penalty: 12977.411133
	Iteration 5Q: 3 clusters Score -9107989 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -9108323.000000 Penalty: 12977.411133
	Iteration 6Q: 3 clusters Score -9108323 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -9108713.000000 Penalty: 12977.411133
	Iteration 7Q: 3 clusters Score -9108713 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -9109138.000000 Penalty: 12977.411133
	Iteration 8Q: 3 clusters Score -9109138 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -9109585.000000 Penalty: 12977.411133
	Iteration 9Q: 3 clusters Score -9109585 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -9110106.000000 Penalty: 12977.411133
	Iteration 10Q: 3 clusters Score -9110106 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -9110678.000000 Penalty: 12977.411133
	Iteration 11Q: 3 clusters Score -9110678 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -9111465.000000 Penalty: 12977.411133
	Iteration 12Q: 3 clusters Score -9111465 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -9112351.000000 Penalty: 12977.411133
	Iteration 13Q: 3 clusters Score -9112351 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -9113521.000000 Penalty: 12977.411133
	Iteration 14Q: 3 clusters Score -9113521 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -9114915.000000 Penalty: 12977.411133
	Iteration 15Q: 3 clusters Score -9114915 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -9116325.000000 Penalty: 12977.411133
	Iteration 16Q: 3 clusters Score -9116325 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -9117505.000000 Penalty: 12977.411133
	Iteration 17Q: 3 clusters Score -9117505 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -9118429.000000 Penalty: 12977.411133
	Iteration 18Q: 3 clusters Score -9118429 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -9119022.000000 Penalty: 12977.411133
	Iteration 19Q: 3 clusters Score -9119022 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9119353.000000 Penalty: 12977.411133
	Iteration 20F: 3 clusters Score -9119353 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9119595.000000 Penalty: 12977.411133
	Iteration 21Q: 3 clusters Score -9119595 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9119768.000000 Penalty: 12977.411133
	Iteration 22Q: 3 clusters Score -9119768 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9119899.000000 Penalty: 12977.411133
	Iteration 23Q: 3 clusters Score -9119899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9119972.000000 Penalty: 12977.411133
	Iteration 24Q: 3 clusters Score -9119972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9120014.000000 Penalty: 12977.411133
	Iteration 25Q: 3 clusters Score -9120014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9120064.000000 Penalty: 12977.411133
	Iteration 26Q: 3 clusters Score -9120064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9120090.000000 Penalty: 12977.411133
	Iteration 27Q: 3 clusters Score -9120090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9120132.000000 Penalty: 12977.411133
	Iteration 28Q: 3 clusters Score -9120132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9120140.000000 Penalty: 12977.411133
	Iteration 29Q: 3 clusters Score -9120140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9120172.000000 Penalty: 12977.411133
	Iteration 30Q: 3 clusters Score -9120172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9120170.000000 Penalty: 12977.411133
	Iteration 31Q: 3 clusters Score -9120170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9120188.000000 Penalty: 12977.411133
	Iteration 32Q: 3 clusters Score -9120188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9120195.000000 Penalty: 12977.411133
	Iteration 33Q: 3 clusters Score -9120195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9120207.000000 Penalty: 12977.411133
	Iteration 34Q: 3 clusters Score -9120207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9120221.000000 Penalty: 12977.411133
	Iteration 35Q: 3 clusters Score -9120221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9120227.000000 Penalty: 12977.411133
	Iteration 36Q: 3 clusters Score -9120227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9120231.000000 Penalty: 12977.411133
	Iteration 37Q: 3 clusters Score -9120231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9120231.000000 Penalty: 12977.411133
	Iteration 38F: 3 clusters Score -9120231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Entering Unmasked Estep 
Score: -17289564.000000 Penalty: 6879.693848
	Iteration 0F: 2 clusters Score -1.728956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -17237612.000000 Penalty: 13759.387695
	Iteration 0F: 3 clusters Score -1.723761e+07 nChanged 34098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -17255820.000000 Penalty: 13759.387695
	Iteration 1F: 3 clusters Score -1.725582e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -17256940.000000 Penalty: 13759.387695
	Iteration 2Q: 3 clusters Score -1.725694e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -17257786.000000 Penalty: 13759.387695
	Iteration 3Q: 3 clusters Score -1.725779e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -17258558.000000 Penalty: 13759.387695
	Iteration 4Q: 3 clusters Score -1.725856e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -17259450.000000 Penalty: 13759.387695
	Iteration 5Q: 3 clusters Score -1.725945e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -17260272.000000 Penalty: 13759.387695
	Iteration 6Q: 3 clusters Score -1.726027e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -17261302.000000 Penalty: 13759.387695
	Iteration 7Q: 3 clusters Score -1.72613e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -17262616.000000 Penalty: 13759.387695
	Iteration 8Q: 3 clusters Score -1.726262e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -17264486.000000 Penalty: 13759.387695
	Iteration 9Q: 3 clusters Score -1.726449e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -17267242.000000 Penalty: 13759.387695
	Iteration 10F: 3 clusters Score -1.726724e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -17270638.000000 Penalty: 13759.387695
	Iteration 11F: 3 clusters Score -1.727064e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -17273782.000000 Penalty: 13759.387695
	Iteration 12F: 3 clusters Score -1.727378e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -17276202.000000 Penalty: 13759.387695
	Iteration 13Q: 3 clusters Score -1.72762e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -17277914.000000 Penalty: 13759.387695
	Iteration 14Q: 3 clusters Score -1.727791e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -17278936.000000 Penalty: 13759.387695
	Iteration 15Q: 3 clusters Score -1.727894e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -17279894.000000 Penalty: 13759.387695
	Iteration 16Q: 3 clusters Score -1.727989e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -17280474.000000 Penalty: 13759.387695
	Iteration 17Q: 3 clusters Score -1.728047e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -17281024.000000 Penalty: 13759.387695
	Iteration 18Q: 3 clusters Score -1.728102e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -17281390.000000 Penalty: 13759.387695
	Iteration 19Q: 3 clusters Score -1.728139e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -17281700.000000 Penalty: 13759.387695
	Iteration 20F: 3 clusters Score -1.72817e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -17281972.000000 Penalty: 13759.387695
	Iteration 21Q: 3 clusters Score -1.728197e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -17282190.000000 Penalty: 13759.387695
	Iteration 22Q: 3 clusters Score -1.728219e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -17282394.000000 Penalty: 13759.387695
	Iteration 23Q: 3 clusters Score -1.728239e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -17282544.000000 Penalty: 13759.387695
	Iteration 24Q: 3 clusters Score -1.728254e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -17282692.000000 Penalty: 13759.387695
	Iteration 25Q: 3 clusters Score -1.728269e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -17282816.000000 Penalty: 13759.387695
	Iteration 26Q: 3 clusters Score -1.728282e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -17282928.000000 Penalty: 13759.387695
	Iteration 27Q: 3 clusters Score -1.728293e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -17283002.000000 Penalty: 13759.387695
	Iteration 28Q: 3 clusters Score -1.7283e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -17283082.000000 Penalty: 13759.387695
	Iteration 29Q: 3 clusters Score -1.728308e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -17283184.000000 Penalty: 13759.387695
	Iteration 30Q: 3 clusters Score -1.728318e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -17283248.000000 Penalty: 13759.387695
	Iteration 31Q: 3 clusters Score -1.728325e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -17283304.000000 Penalty: 13759.387695
	Iteration 32Q: 3 clusters Score -1.72833e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -17283344.000000 Penalty: 13759.387695
	Iteration 33Q: 3 clusters Score -1.728334e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -17283404.000000 Penalty: 13759.387695
	Iteration 34Q: 3 clusters Score -1.72834e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -17283484.000000 Penalty: 13759.387695
	Iteration 35Q: 3 clusters Score -1.728348e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -17283514.000000 Penalty: 13759.387695
	Iteration 36Q: 3 clusters Score -1.728351e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -17283550.000000 Penalty: 13759.387695
	Iteration 37Q: 3 clusters Score -1.728355e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -17283584.000000 Penalty: 13759.387695
	Iteration 38Q: 3 clusters Score -1.728358e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -17283596.000000 Penalty: 13759.387695
	Iteration 39Q: 3 clusters Score -1.72836e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -17283622.000000 Penalty: 13759.387695
	Iteration 40F: 3 clusters Score -1.728362e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -17283662.000000 Penalty: 13759.387695
	Iteration 41Q: 3 clusters Score -1.728366e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -17283690.000000 Penalty: 13759.387695
	Iteration 42Q: 3 clusters Score -1.728369e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -17283712.000000 Penalty: 13759.387695
	Iteration 43Q: 3 clusters Score -1.728371e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 73609 members 
Entering Unmasked Estep 
Score: -17283726.000000 Penalty: 13759.387695
	Iteration 44Q: 3 clusters Score -1.728373e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -17283752.000000 Penalty: 13759.387695
	Iteration 45Q: 3 clusters Score -1.728375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -17283750.000000 Penalty: 13759.387695
	Iteration 46Q: 3 clusters Score -1.728375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -17283752.000000 Penalty: 13759.387695
	Iteration 47Q: 3 clusters Score -1.728375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -17283770.000000 Penalty: 13759.387695
	Iteration 48Q: 3 clusters Score -1.728377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -17283776.000000 Penalty: 13759.387695
	Iteration 49Q: 3 clusters Score -1.728378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -17283790.000000 Penalty: 13759.387695
	Iteration 50Q: 3 clusters Score -1.728379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -17283792.000000 Penalty: 13759.387695
	Iteration 51Q: 3 clusters Score -1.728379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -17283806.000000 Penalty: 13759.387695
	Iteration 52Q: 3 clusters Score -1.728381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -17283806.000000 Penalty: 13759.387695
	Iteration 53Q: 3 clusters Score -1.728381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -17283808.000000 Penalty: 13759.387695
	Iteration 54Q: 3 clusters Score -1.728381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -17283824.000000 Penalty: 13759.387695
	Iteration 55Q: 3 clusters Score -1.728382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -17283828.000000 Penalty: 13759.387695
	Iteration 56Q: 3 clusters Score -1.728383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -17283860.000000 Penalty: 13759.387695
	Iteration 57Q: 3 clusters Score -1.728386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -17283856.000000 Penalty: 13759.387695
	Iteration 58Q: 3 clusters Score -1.728386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -17283862.000000 Penalty: 13759.387695
	Iteration 59Q: 3 clusters Score -1.728386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -17283874.000000 Penalty: 13759.387695
	Iteration 60F: 3 clusters Score -1.728387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -17283882.000000 Penalty: 13759.387695
	Iteration 61Q: 3 clusters Score -1.728388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -17283886.000000 Penalty: 13759.387695
	Iteration 62Q: 3 clusters Score -1.728389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -17283898.000000 Penalty: 13759.387695
	Iteration 63Q: 3 clusters Score -1.72839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -17283900.000000 Penalty: 13759.387695
	Iteration 64Q: 3 clusters Score -1.72839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -17283900.000000 Penalty: 13759.387695
	Iteration 65Q: 3 clusters Score -1.72839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -17283894.000000 Penalty: 13759.387695
	Iteration 66Q: 3 clusters Score -1.728389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -17283898.000000 Penalty: 13759.387695
	Iteration 67Q: 3 clusters Score -1.72839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -17283910.000000 Penalty: 13759.387695
	Iteration 68Q: 3 clusters Score -1.728391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -17283910.000000 Penalty: 13759.387695
	Iteration 69Q: 3 clusters Score -1.728391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -17283920.000000 Penalty: 13759.387695
	Iteration 70Q: 3 clusters Score -1.728392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -17283918.000000 Penalty: 13759.387695
	Iteration 71Q: 3 clusters Score -1.728392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -17283918.000000 Penalty: 13759.387695
	Iteration 72F: 3 clusters Score -1.728392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -2606429.250000 Penalty: 5734.506836
	Iteration 0F: 2 clusters Score -2606429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2595176.500000 Penalty: 11469.013672
	Iteration 0F: 3 clusters Score -2595176 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2597769.000000 Penalty: 11469.013672
	Iteration 1F: 3 clusters Score -2597769 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2598277.250000 Penalty: 11469.013672
	Iteration 2F: 3 clusters Score -2598277 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2598578.500000 Penalty: 11469.013672
	Iteration 3Q: 3 clusters Score -2598578 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2598799.750000 Penalty: 11469.013672
	Iteration 4Q: 3 clusters Score -2598800 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2598993.500000 Penalty: 11469.013672
	Iteration 5Q: 3 clusters Score -2598994 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2599146.250000 Penalty: 11469.013672
	Iteration 6Q: 3 clusters Score -2599146 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2599279.250000 Penalty: 11469.013672
	Iteration 7Q: 3 clusters Score -2599279 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2599405.250000 Penalty: 11469.013672
	Iteration 8Q: 3 clusters Score -2599405 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2599545.750000 Penalty: 11469.013672
	Iteration 9Q: 3 clusters Score -2599546 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2599660.500000 Penalty: 11469.013672
	Iteration 10Q: 3 clusters Score -2599660 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2599779.500000 Penalty: 11469.013672
	Iteration 11Q: 3 clusters Score -2599780 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2599875.000000 Penalty: 11469.013672
	Iteration 12Q: 3 clusters Score -2599875 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2599969.500000 Penalty: 11469.013672
	Iteration 13Q: 3 clusters Score -2599970 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2600057.750000 Penalty: 11469.013672
	Iteration 14Q: 3 clusters Score -2600058 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2600147.500000 Penalty: 11469.013672
	Iteration 15Q: 3 clusters Score -2600148 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2600258.250000 Penalty: 11469.013672
	Iteration 16Q: 3 clusters Score -2600258 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2600359.000000 Penalty: 11469.013672
	Iteration 17Q: 3 clusters Score -2600359 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2600469.000000 Penalty: 11469.013672
	Iteration 18Q: 3 clusters Score -2600469 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2600581.500000 Penalty: 11469.013672
	Iteration 19Q: 3 clusters Score -2600582 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2600702.250000 Penalty: 11469.013672
	Iteration 20F: 3 clusters Score -2600702 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2600835.250000 Penalty: 11469.013672
	Iteration 21Q: 3 clusters Score -2600835 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2600963.500000 Penalty: 11469.013672
	Iteration 22Q: 3 clusters Score -2600964 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2601112.000000 Penalty: 11469.013672
	Iteration 23Q: 3 clusters Score -2601112 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2601284.750000 Penalty: 11469.013672
	Iteration 24Q: 3 clusters Score -2601285 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2601500.750000 Penalty: 11469.013672
	Iteration 25Q: 3 clusters Score -2601501 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2601748.750000 Penalty: 11469.013672
	Iteration 26Q: 3 clusters Score -2601749 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2602017.500000 Penalty: 11469.013672
	Iteration 27Q: 3 clusters Score -2602018 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2602301.250000 Penalty: 11469.013672
	Iteration 28Q: 3 clusters Score -2602301 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2602611.000000 Penalty: 11469.013672
	Iteration 29Q: 3 clusters Score -2602611 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2602989.000000 Penalty: 11469.013672
	Iteration 30Q: 3 clusters Score -2602989 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2603405.250000 Penalty: 11469.013672
	Iteration 31Q: 3 clusters Score -2603405 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2603678.000000 Penalty: 11469.013672
	Iteration 32Q: 3 clusters Score -2603678 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2603849.500000 Penalty: 11469.013672
	Iteration 33Q: 3 clusters Score -2603850 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2603959.750000 Penalty: 11469.013672
	Iteration 34Q: 3 clusters Score -2603960 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2604073.500000 Penalty: 11469.013672
	Iteration 35Q: 3 clusters Score -2604074 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2604175.250000 Penalty: 11469.013672
	Iteration 36Q: 3 clusters Score -2604175 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2604235.500000 Penalty: 11469.013672
	Iteration 37Q: 3 clusters Score -2604236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2604282.500000 Penalty: 11469.013672
	Iteration 38Q: 3 clusters Score -2604282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2604309.750000 Penalty: 11469.013672
	Iteration 39Q: 3 clusters Score -2604310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2604323.000000 Penalty: 11469.013672
	Iteration 40F: 3 clusters Score -2604323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2604336.500000 Penalty: 11469.013672
	Iteration 41Q: 3 clusters Score -2604336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2604351.000000 Penalty: 11469.013672
	Iteration 42Q: 3 clusters Score -2604351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2604353.250000 Penalty: 11469.013672
	Iteration 43Q: 3 clusters Score -2604353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2604367.750000 Penalty: 11469.013672
	Iteration 44Q: 3 clusters Score -2604368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2604360.250000 Penalty: 11469.013672
	Iteration 45Q: 3 clusters Score -2604360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2604368.250000 Penalty: 11469.013672
	Iteration 46Q: 3 clusters Score -2604368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2604366.750000 Penalty: 11469.013672
	Iteration 47Q: 3 clusters Score -2604367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2604367.500000 Penalty: 11469.013672
	Iteration 48Q: 3 clusters Score -2604368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2604367.500000 Penalty: 11469.013672
	Iteration 49F: 3 clusters Score -2604368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Entering Unmasked Estep 
Score: -5376084.500000 Penalty: 6161.553223
	Iteration 0F: 2 clusters Score -5376084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -5357486.500000 Penalty: 12323.106445
	Iteration 0F: 3 clusters Score -5357486 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -5362511.000000 Penalty: 12323.106445
	Iteration 1F: 3 clusters Score -5362511 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -5363153.500000 Penalty: 12323.106445
	Iteration 2F: 3 clusters Score -5363154 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -5363528.500000 Penalty: 12323.106445
	Iteration 3Q: 3 clusters Score -5363528 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -5363806.500000 Penalty: 12323.106445
	Iteration 4Q: 3 clusters Score -5363806 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -5364044.000000 Penalty: 12323.106445
	Iteration 5Q: 3 clusters Score -5364044 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -5364206.000000 Penalty: 12323.106445
	Iteration 6Q: 3 clusters Score -5364206 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -5364315.500000 Penalty: 12323.106445
	Iteration 7Q: 3 clusters Score -5364316 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -5364437.000000 Penalty: 12323.106445
	Iteration 8Q: 3 clusters Score -5364437 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -5364545.000000 Penalty: 12323.106445
	Iteration 9Q: 3 clusters Score -5364545 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5364649.000000 Penalty: 12323.106445
	Iteration 10Q: 3 clusters Score -5364649 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -5364725.000000 Penalty: 12323.106445
	Iteration 11Q: 3 clusters Score -5364725 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5364842.500000 Penalty: 12323.106445
	Iteration 12Q: 3 clusters Score -5364842 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -5364933.500000 Penalty: 12323.106445
	Iteration 13Q: 3 clusters Score -5364934 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -5365063.000000 Penalty: 12323.106445
	Iteration 14Q: 3 clusters Score -5365063 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -5365201.000000 Penalty: 12323.106445
	Iteration 15Q: 3 clusters Score -5365201 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -5365381.000000 Penalty: 12323.106445
	Iteration 16Q: 3 clusters Score -5365381 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -5365582.000000 Penalty: 12323.106445
	Iteration 17Q: 3 clusters Score -5365582 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -5365851.500000 Penalty: 12323.106445
	Iteration 18Q: 3 clusters Score -5365852 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -5366195.500000 Penalty: 12323.106445
	Iteration 19Q: 3 clusters Score -5366196 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -5366550.000000 Penalty: 12323.106445
	Iteration 20F: 3 clusters Score -5366550 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -5367031.500000 Penalty: 12323.106445
	Iteration 21Q: 3 clusters Score -5367032 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -5367522.500000 Penalty: 12323.106445
	Iteration 22Q: 3 clusters Score -5367522 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -5368123.500000 Penalty: 12323.106445
	Iteration 23Q: 3 clusters Score -5368124 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -5368634.000000 Penalty: 12323.106445
	Iteration 24Q: 3 clusters Score -5368634 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5369084.500000 Penalty: 12323.106445
	Iteration 25Q: 3 clusters Score -5369084 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5369493.500000 Penalty: 12323.106445
	Iteration 26Q: 3 clusters Score -5369494 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -5369812.500000 Penalty: 12323.106445
	Iteration 27Q: 3 clusters Score -5369812 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5370051.500000 Penalty: 12323.106445
	Iteration 28Q: 3 clusters Score -5370052 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5370237.000000 Penalty: 12323.106445
	Iteration 29Q: 3 clusters Score -5370237 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -5370342.500000 Penalty: 12323.106445
	Iteration 30Q: 3 clusters Score -5370342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -5370419.500000 Penalty: 12323.106445
	Iteration 31Q: 3 clusters Score -5370420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -5370476.500000 Penalty: 12323.106445
	Iteration 32Q: 3 clusters Score -5370476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -5370522.500000 Penalty: 12323.106445
	Iteration 33Q: 3 clusters Score -5370522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5370560.000000 Penalty: 12323.106445
	Iteration 34Q: 3 clusters Score -5370560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -5370574.500000 Penalty: 12323.106445
	Iteration 35Q: 3 clusters Score -5370574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -5370611.000000 Penalty: 12323.106445
	Iteration 36Q: 3 clusters Score -5370611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -5370625.000000 Penalty: 12323.106445
	Iteration 37Q: 3 clusters Score -5370625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5370636.500000 Penalty: 12323.106445
	Iteration 38Q: 3 clusters Score -5370636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5370654.000000 Penalty: 12323.106445
	Iteration 39Q: 3 clusters Score -5370654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -5370651.500000 Penalty: 12323.106445
	Iteration 40F: 3 clusters Score -5370652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -5370657.500000 Penalty: 12323.106445
	Iteration 41Q: 3 clusters Score -5370658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -5370663.000000 Penalty: 12323.106445
	Iteration 42Q: 3 clusters Score -5370663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5370662.500000 Penalty: 12323.106445
	Iteration 43Q: 3 clusters Score -5370662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5370671.500000 Penalty: 12323.106445
	Iteration 44Q: 3 clusters Score -5370672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5370664.500000 Penalty: 12323.106445
	Iteration 45Q: 3 clusters Score -5370664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5370672.500000 Penalty: 12323.106445
	Iteration 46Q: 3 clusters Score -5370672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5370674.000000 Penalty: 12323.106445
	Iteration 47Q: 3 clusters Score -5370674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5370673.000000 Penalty: 12323.106445
	Iteration 48Q: 3 clusters Score -5370673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5370673.000000 Penalty: 12323.106445
	Iteration 49F: 3 clusters Score -5370673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (115684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115684 members 
Entering Unmasked Estep 
Score: -26290854.000000 Penalty: 7140.903320
	Iteration 0F: 2 clusters Score -2.629085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -26212504.000000 Penalty: 14281.806641
	Iteration 0F: 3 clusters Score -2.62125e+07 nChanged 53191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -26241838.000000 Penalty: 14281.806641
	Iteration 1F: 3 clusters Score -2.624184e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -26242834.000000 Penalty: 14281.806641
	Iteration 2Q: 3 clusters Score -2.624283e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -26243686.000000 Penalty: 14281.806641
	Iteration 3Q: 3 clusters Score -2.624369e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -26244434.000000 Penalty: 14281.806641
	Iteration 4Q: 3 clusters Score -2.624443e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -26245218.000000 Penalty: 14281.806641
	Iteration 5Q: 3 clusters Score -2.624522e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -26246266.000000 Penalty: 14281.806641
	Iteration 6Q: 3 clusters Score -2.624627e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -26247390.000000 Penalty: 14281.806641
	Iteration 7Q: 3 clusters Score -2.624739e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -26248918.000000 Penalty: 14281.806641
	Iteration 8Q: 3 clusters Score -2.624892e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -26251066.000000 Penalty: 14281.806641
	Iteration 9Q: 3 clusters Score -2.625107e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -26254606.000000 Penalty: 14281.806641
	Iteration 10F: 3 clusters Score -2.625461e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -26260686.000000 Penalty: 14281.806641
	Iteration 11F: 3 clusters Score -2.626069e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98585 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -26268326.000000 Penalty: 14281.806641
	Iteration 12F: 3 clusters Score -2.626833e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106576 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -26275912.000000 Penalty: 14281.806641
	Iteration 13F: 3 clusters Score -2.627591e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111722 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -26281046.000000 Penalty: 14281.806641
	Iteration 14Q: 3 clusters Score -2.628105e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113957 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -26283070.000000 Penalty: 14281.806641
	Iteration 15Q: 3 clusters Score -2.628307e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114699 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -26283856.000000 Penalty: 14281.806641
	Iteration 16Q: 3 clusters Score -2.628386e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114942 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -26284168.000000 Penalty: 14281.806641
	Iteration 17Q: 3 clusters Score -2.628417e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115035 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -26284288.000000 Penalty: 14281.806641
	Iteration 18Q: 3 clusters Score -2.628429e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115083 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -26284390.000000 Penalty: 14281.806641
	Iteration 19Q: 3 clusters Score -2.628439e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115104 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -26284444.000000 Penalty: 14281.806641
	Iteration 20F: 3 clusters Score -2.628444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115121 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -26284514.000000 Penalty: 14281.806641
	Iteration 21Q: 3 clusters Score -2.628451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115135 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -26284570.000000 Penalty: 14281.806641
	Iteration 22Q: 3 clusters Score -2.628457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115141 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -26284584.000000 Penalty: 14281.806641
	Iteration 23Q: 3 clusters Score -2.628458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115141 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -26284576.000000 Penalty: 14281.806641
	Iteration 24Q: 3 clusters Score -2.628458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115147 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -26284580.000000 Penalty: 14281.806641
	Iteration 25Q: 3 clusters Score -2.628458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115149 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -26284572.000000 Penalty: 14281.806641
	Iteration 26Q: 3 clusters Score -2.628457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115148 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -26284590.000000 Penalty: 14281.806641
	Iteration 27Q: 3 clusters Score -2.628459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115147 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -26284576.000000 Penalty: 14281.806641
	Iteration 28Q: 3 clusters Score -2.628458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115147 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -26284572.000000 Penalty: 14281.806641
	Iteration 29Q: 3 clusters Score -2.628457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115148 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -26284578.000000 Penalty: 14281.806641
	Iteration 30Q: 3 clusters Score -2.628458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115148 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -26284578.000000 Penalty: 14281.806641
	Iteration 31F: 3 clusters Score -2.628458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -267284.031250 Penalty: 4354.801270
	Iteration 0F: 2 clusters Score -267284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -262949.500000 Penalty: 8709.602539
	Iteration 0F: 3 clusters Score -262949.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -263372.093750 Penalty: 8709.602539
	Iteration 1F: 3 clusters Score -263372.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -263541.781250 Penalty: 8709.602539
	Iteration 2F: 3 clusters Score -263541.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -263611.843750 Penalty: 8709.602539
	Iteration 3Q: 3 clusters Score -263611.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -263628.562500 Penalty: 8709.602539
	Iteration 4Q: 3 clusters Score -263628.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -263641.875000 Penalty: 8709.602539
	Iteration 5Q: 3 clusters Score -263641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -263647.875000 Penalty: 8709.602539
	Iteration 6Q: 3 clusters Score -263647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -263650.843750 Penalty: 8709.602539
	Iteration 7Q: 3 clusters Score -263650.8 nChanged 1
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: -263653.375000 Penalty: 8709.602539
	Iteration 8Q: 3 clusters Score -263653.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -263655.593750 Penalty: 8709.602539
	Iteration 9Q: 3 clusters Score -263655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -263655.593750 Penalty: 8709.602539
	Iteration 10F: 3 clusters Score -263655.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Entering Unmasked Estep 
Score: -13557467.000000 Penalty: 6730.129883
	Iteration 0F: 2 clusters Score -1.355747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -13515786.000000 Penalty: 13460.259766
	Iteration 0F: 3 clusters Score -1.351579e+07 nChanged 26260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -13529916.000000 Penalty: 13460.259766
	Iteration 1F: 3 clusters Score -1.352992e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -13530827.000000 Penalty: 13460.259766
	Iteration 2Q: 3 clusters Score -1.353083e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -13531657.000000 Penalty: 13460.259766
	Iteration 3Q: 3 clusters Score -1.353166e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -13532319.000000 Penalty: 13460.259766
	Iteration 4Q: 3 clusters Score -1.353232e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -13532868.000000 Penalty: 13460.259766
	Iteration 5Q: 3 clusters Score -1.353287e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -13533318.000000 Penalty: 13460.259766
	Iteration 6Q: 3 clusters Score -1.353332e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -13533889.000000 Penalty: 13460.259766
	Iteration 7Q: 3 clusters Score -1.353389e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -13534439.000000 Penalty: 13460.259766
	Iteration 8Q: 3 clusters Score -1.353444e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -13535053.000000 Penalty: 13460.259766
	Iteration 9Q: 3 clusters Score -1.353505e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -13535779.000000 Penalty: 13460.259766
	Iteration 10Q: 3 clusters Score -1.353578e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -13536562.000000 Penalty: 13460.259766
	Iteration 11Q: 3 clusters Score -1.353656e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -13537599.000000 Penalty: 13460.259766
	Iteration 12Q: 3 clusters Score -1.35376e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -13538842.000000 Penalty: 13460.259766
	Iteration 13Q: 3 clusters Score -1.353884e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -13540366.000000 Penalty: 13460.259766
	Iteration 14Q: 3 clusters Score -1.354037e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -13542116.000000 Penalty: 13460.259766
	Iteration 15Q: 3 clusters Score -1.354212e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -13543848.000000 Penalty: 13460.259766
	Iteration 16Q: 3 clusters Score -1.354385e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -13545726.000000 Penalty: 13460.259766
	Iteration 17Q: 3 clusters Score -1.354573e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -13547452.000000 Penalty: 13460.259766
	Iteration 18Q: 3 clusters Score -1.354745e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -13548843.000000 Penalty: 13460.259766
	Iteration 19Q: 3 clusters Score -1.354884e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -13549898.000000 Penalty: 13460.259766
	Iteration 20F: 3 clusters Score -1.35499e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -13550564.000000 Penalty: 13460.259766
	Iteration 21Q: 3 clusters Score -1.355056e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13551017.000000 Penalty: 13460.259766
	Iteration 22Q: 3 clusters Score -1.355102e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -13551351.000000 Penalty: 13460.259766
	Iteration 23Q: 3 clusters Score -1.355135e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13551563.000000 Penalty: 13460.259766
	Iteration 24Q: 3 clusters Score -1.355156e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -13551649.000000 Penalty: 13460.259766
	Iteration 25Q: 3 clusters Score -1.355165e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -13551693.000000 Penalty: 13460.259766
	Iteration 26Q: 3 clusters Score -1.355169e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -13551718.000000 Penalty: 13460.259766
	Iteration 27Q: 3 clusters Score -1.355172e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -13551782.000000 Penalty: 13460.259766
	Iteration 28Q: 3 clusters Score -1.355178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13551782.000000 Penalty: 13460.259766
	Iteration 29Q: 3 clusters Score -1.355178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13551820.000000 Penalty: 13460.259766
	Iteration 30Q: 3 clusters Score -1.355182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -13551849.000000 Penalty: 13460.259766
	Iteration 31Q: 3 clusters Score -1.355185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13551854.000000 Penalty: 13460.259766
	Iteration 32Q: 3 clusters Score -1.355185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -13551877.000000 Penalty: 13460.259766
	Iteration 33Q: 3 clusters Score -1.355188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13551876.000000 Penalty: 13460.259766
	Iteration 34Q: 3 clusters Score -1.355188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -13551876.000000 Penalty: 13460.259766
	Iteration 35Q: 3 clusters Score -1.355188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13551875.000000 Penalty: 13460.259766
	Iteration 36Q: 3 clusters Score -1.355188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13551875.000000 Penalty: 13460.259766
	Iteration 37F: 3 clusters Score -1.355188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (87143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Entering Unmasked Estep 
Score: -19893736.000000 Penalty: 6967.375000
	Iteration 0F: 2 clusters Score -1.989374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -19834238.000000 Penalty: 13934.750000
	Iteration 0F: 3 clusters Score -1.983424e+07 nChanged 39600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -19855412.000000 Penalty: 13934.750000
	Iteration 1F: 3 clusters Score -1.985541e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -19856604.000000 Penalty: 13934.750000
	Iteration 2Q: 3 clusters Score -1.98566e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -19857656.000000 Penalty: 13934.750000
	Iteration 3Q: 3 clusters Score -1.985766e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -19858560.000000 Penalty: 13934.750000
	Iteration 4Q: 3 clusters Score -1.985856e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -19859564.000000 Penalty: 13934.750000
	Iteration 5Q: 3 clusters Score -1.985956e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -19861108.000000 Penalty: 13934.750000
	Iteration 6Q: 3 clusters Score -1.986111e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -19863144.000000 Penalty: 13934.750000
	Iteration 7Q: 3 clusters Score -1.986314e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -19866066.000000 Penalty: 13934.750000
	Iteration 8F: 3 clusters Score -1.986607e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -19870094.000000 Penalty: 13934.750000
	Iteration 9F: 3 clusters Score -1.987009e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -19874970.000000 Penalty: 13934.750000
	Iteration 10F: 3 clusters Score -1.987497e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -19879916.000000 Penalty: 13934.750000
	Iteration 11F: 3 clusters Score -1.987992e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -19883274.000000 Penalty: 13934.750000
	Iteration 12Q: 3 clusters Score -1.988327e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -19885460.000000 Penalty: 13934.750000
	Iteration 13Q: 3 clusters Score -1.988546e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19886444.000000 Penalty: 13934.750000
	Iteration 14Q: 3 clusters Score -1.988644e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85389 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19887072.000000 Penalty: 13934.750000
	Iteration 15Q: 3 clusters Score -1.988707e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -19887360.000000 Penalty: 13934.750000
	Iteration 16Q: 3 clusters Score -1.988736e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85836 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -19887524.000000 Penalty: 13934.750000
	Iteration 17Q: 3 clusters Score -1.988752e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -19887646.000000 Penalty: 13934.750000
	Iteration 18Q: 3 clusters Score -1.988765e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -19887732.000000 Penalty: 13934.750000
	Iteration 19Q: 3 clusters Score -1.988773e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -19887800.000000 Penalty: 13934.750000
	Iteration 20F: 3 clusters Score -1.98878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -19887838.000000 Penalty: 13934.750000
	Iteration 21Q: 3 clusters Score -1.988784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19887856.000000 Penalty: 13934.750000
	Iteration 22Q: 3 clusters Score -1.988786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -19887860.000000 Penalty: 13934.750000
	Iteration 23Q: 3 clusters Score -1.988786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19887892.000000 Penalty: 13934.750000
	Iteration 24Q: 3 clusters Score -1.988789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -19887924.000000 Penalty: 13934.750000
	Iteration 25Q: 3 clusters Score -1.988792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -19887936.000000 Penalty: 13934.750000
	Iteration 26Q: 3 clusters Score -1.988794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -19887942.000000 Penalty: 13934.750000
	Iteration 27Q: 3 clusters Score -1.988794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19887954.000000 Penalty: 13934.750000
	Iteration 28Q: 3 clusters Score -1.988795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19887950.000000 Penalty: 13934.750000
	Iteration 29Q: 3 clusters Score -1.988795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19887952.000000 Penalty: 13934.750000
	Iteration 30Q: 3 clusters Score -1.988795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19887952.000000 Penalty: 13934.750000
	Iteration 31F: 3 clusters Score -1.988795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (42964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Entering Unmasked Estep 
Score: -9800912.000000 Penalty: 6534.222168
	Iteration 0F: 2 clusters Score -9800912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -9769678.000000 Penalty: 13068.444336
	Iteration 0F: 3 clusters Score -9769678 nChanged 18782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -9779794.000000 Penalty: 13068.444336
	Iteration 1F: 3 clusters Score -9779794 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -9780651.000000 Penalty: 13068.444336
	Iteration 2F: 3 clusters Score -9780651 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -9781379.000000 Penalty: 13068.444336
	Iteration 3Q: 3 clusters Score -9781379 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -9781866.000000 Penalty: 13068.444336
	Iteration 4Q: 3 clusters Score -9781866 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -9782323.000000 Penalty: 13068.444336
	Iteration 5Q: 3 clusters Score -9782323 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -9782818.000000 Penalty: 13068.444336
	Iteration 6Q: 3 clusters Score -9782818 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -9783369.000000 Penalty: 13068.444336
	Iteration 7Q: 3 clusters Score -9783369 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -9784067.000000 Penalty: 13068.444336
	Iteration 8Q: 3 clusters Score -9784067 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -9784979.000000 Penalty: 13068.444336
	Iteration 9Q: 3 clusters Score -9784979 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -9786192.000000 Penalty: 13068.444336
	Iteration 10Q: 3 clusters Score -9786192 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -9787690.000000 Penalty: 13068.444336
	Iteration 11F: 3 clusters Score -9787690 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -9789435.000000 Penalty: 13068.444336
	Iteration 12F: 3 clusters Score -9789435 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -9791184.000000 Penalty: 13068.444336
	Iteration 13F: 3 clusters Score -9791184 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -9792677.000000 Penalty: 13068.444336
	Iteration 14Q: 3 clusters Score -9792677 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -9793656.000000 Penalty: 13068.444336
	Iteration 15Q: 3 clusters Score -9793656 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -9794242.000000 Penalty: 13068.444336
	Iteration 16Q: 3 clusters Score -9794242 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -9794566.000000 Penalty: 13068.444336
	Iteration 17Q: 3 clusters Score -9794566 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -9794745.000000 Penalty: 13068.444336
	Iteration 18Q: 3 clusters Score -9794745 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -9794843.000000 Penalty: 13068.444336
	Iteration 19Q: 3 clusters Score -9794843 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -9794938.000000 Penalty: 13068.444336
	Iteration 20F: 3 clusters Score -9794938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -9794984.000000 Penalty: 13068.444336
	Iteration 21Q: 3 clusters Score -9794984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -9795003.000000 Penalty: 13068.444336
	Iteration 22Q: 3 clusters Score -9795003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -9795034.000000 Penalty: 13068.444336
	Iteration 23Q: 3 clusters Score -9795034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -9795065.000000 Penalty: 13068.444336
	Iteration 24Q: 3 clusters Score -9795065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -9795082.000000 Penalty: 13068.444336
	Iteration 25Q: 3 clusters Score -9795082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -9795117.000000 Penalty: 13068.444336
	Iteration 26Q: 3 clusters Score -9795117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -9795131.000000 Penalty: 13068.444336
	Iteration 27Q: 3 clusters Score -9795131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -9795146.000000 Penalty: 13068.444336
	Iteration 28Q: 3 clusters Score -9795146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -9795145.000000 Penalty: 13068.444336
	Iteration 29Q: 3 clusters Score -9795145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -9795144.000000 Penalty: 13068.444336
	Iteration 30Q: 3 clusters Score -9795144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -9795141.000000 Penalty: 13068.444336
	Iteration 31Q: 3 clusters Score -9795141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -9795141.000000 Penalty: 13068.444336
	Iteration 32F: 3 clusters Score -9795141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (42979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Entering Unmasked Estep 
Score: -9827755.000000 Penalty: 6534.435547
	Iteration 0F: 2 clusters Score -9827755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -9796564.000000 Penalty: 13068.871094
	Iteration 0F: 3 clusters Score -9796564 nChanged 18745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -9806449.000000 Penalty: 13068.871094
	Iteration 1F: 3 clusters Score -9806449 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -9807244.000000 Penalty: 13068.871094
	Iteration 2F: 3 clusters Score -9807244 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -9807816.000000 Penalty: 13068.871094
	Iteration 3Q: 3 clusters Score -9807816 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -9808277.000000 Penalty: 13068.871094
	Iteration 4Q: 3 clusters Score -9808277 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -9808618.000000 Penalty: 13068.871094
	Iteration 5Q: 3 clusters Score -9808618 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -9808883.000000 Penalty: 13068.871094
	Iteration 6Q: 3 clusters Score -9808883 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -9809146.000000 Penalty: 13068.871094
	Iteration 7Q: 3 clusters Score -9809146 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -9809370.000000 Penalty: 13068.871094
	Iteration 8Q: 3 clusters Score -9809370 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -9809602.000000 Penalty: 13068.871094
	Iteration 9Q: 3 clusters Score -9809602 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -9809899.000000 Penalty: 13068.871094
	Iteration 10Q: 3 clusters Score -9809899 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -9810153.000000 Penalty: 13068.871094
	Iteration 11Q: 3 clusters Score -9810153 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -9810441.000000 Penalty: 13068.871094
	Iteration 12Q: 3 clusters Score -9810441 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -9810743.000000 Penalty: 13068.871094
	Iteration 13Q: 3 clusters Score -9810743 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -9811064.000000 Penalty: 13068.871094
	Iteration 14Q: 3 clusters Score -9811064 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -9811516.000000 Penalty: 13068.871094
	Iteration 15Q: 3 clusters Score -9811516 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -9812048.000000 Penalty: 13068.871094
	Iteration 16Q: 3 clusters Score -9812048 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -9812630.000000 Penalty: 13068.871094
	Iteration 17Q: 3 clusters Score -9812630 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -9813287.000000 Penalty: 13068.871094
	Iteration 18Q: 3 clusters Score -9813287 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -9814184.000000 Penalty: 13068.871094
	Iteration 19Q: 3 clusters Score -9814184 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -9815154.000000 Penalty: 13068.871094
	Iteration 20F: 3 clusters Score -9815154 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -9816267.000000 Penalty: 13068.871094
	Iteration 21Q: 3 clusters Score -9816267 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -9817381.000000 Penalty: 13068.871094
	Iteration 22Q: 3 clusters Score -9817381 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -9818306.000000 Penalty: 13068.871094
	Iteration 23Q: 3 clusters Score -9818306 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -9819055.000000 Penalty: 13068.871094
	Iteration 24Q: 3 clusters Score -9819055 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -9819624.000000 Penalty: 13068.871094
	Iteration 25Q: 3 clusters Score -9819624 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -9820168.000000 Penalty: 13068.871094
	Iteration 26Q: 3 clusters Score -9820168 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -9820687.000000 Penalty: 13068.871094
	Iteration 27Q: 3 clusters Score -9820687 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -9821358.000000 Penalty: 13068.871094
	Iteration 28Q: 3 clusters Score -9821358 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -9822076.000000 Penalty: 13068.871094
	Iteration 29Q: 3 clusters Score -9822076 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -9822890.000000 Penalty: 13068.871094
	Iteration 30Q: 3 clusters Score -9822890 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -9823821.000000 Penalty: 13068.871094
	Iteration 31Q: 3 clusters Score -9823821 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -9824651.000000 Penalty: 13068.871094
	Iteration 32Q: 3 clusters Score -9824651 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -9825241.000000 Penalty: 13068.871094
	Iteration 33Q: 3 clusters Score -9825241 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -9825511.000000 Penalty: 13068.871094
	Iteration 34Q: 3 clusters Score -9825511 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -9825607.000000 Penalty: 13068.871094
	Iteration 35Q: 3 clusters Score -9825607 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -9825667.000000 Penalty: 13068.871094
	Iteration 36Q: 3 clusters Score -9825667 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -9825676.000000 Penalty: 13068.871094
	Iteration 37Q: 3 clusters Score -9825676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -9825691.000000 Penalty: 13068.871094
	Iteration 38Q: 3 clusters Score -9825691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -9825674.000000 Penalty: 13068.871094
	Iteration 39Q: 3 clusters Score -9825674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -9825670.000000 Penalty: 13068.871094
	Iteration 40F: 3 clusters Score -9825670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -9825669.000000 Penalty: 13068.871094
	Iteration 41Q: 3 clusters Score -9825669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -9825669.000000 Penalty: 13068.871094
	Iteration 42Q: 3 clusters Score -9825669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -9825670.000000 Penalty: 13068.871094
	Iteration 43Q: 3 clusters Score -9825670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -9825668.000000 Penalty: 13068.871094
	Iteration 44Q: 3 clusters Score -9825668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -9825670.000000 Penalty: 13068.871094
	Iteration 45Q: 3 clusters Score -9825670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -9825663.000000 Penalty: 13068.871094
	Iteration 46Q: 3 clusters Score -9825663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -9825657.000000 Penalty: 13068.871094
	Iteration 47Q: 3 clusters Score -9825657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -9825669.000000 Penalty: 13068.871094
	Iteration 48Q: 3 clusters Score -9825669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -9825664.000000 Penalty: 13068.871094
	Iteration 49Q: 3 clusters Score -9825664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -9825664.000000 Penalty: 13068.871094
	Iteration 50F: 3 clusters Score -9825664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (69794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Entering Unmasked Estep 
Score: -15377507.000000 Penalty: 6831.397949
	Iteration 0F: 2 clusters Score -1.537751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -15328900.000000 Penalty: 13662.795898
	Iteration 0F: 3 clusters Score -1.53289e+07 nChanged 31457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -15346021.000000 Penalty: 13662.795898
	Iteration 1F: 3 clusters Score -1.534602e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -15347216.000000 Penalty: 13662.795898
	Iteration 2Q: 3 clusters Score -1.534722e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -15348401.000000 Penalty: 13662.795898
	Iteration 3Q: 3 clusters Score -1.53484e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -15349603.000000 Penalty: 13662.795898
	Iteration 4Q: 3 clusters Score -1.53496e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -15350832.000000 Penalty: 13662.795898
	Iteration 5Q: 3 clusters Score -1.535083e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -15352102.000000 Penalty: 13662.795898
	Iteration 6Q: 3 clusters Score -1.53521e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -15353352.000000 Penalty: 13662.795898
	Iteration 7Q: 3 clusters Score -1.535335e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -15354617.000000 Penalty: 13662.795898
	Iteration 8Q: 3 clusters Score -1.535462e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -15355782.000000 Penalty: 13662.795898
	Iteration 9Q: 3 clusters Score -1.535578e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -15356928.000000 Penalty: 13662.795898
	Iteration 10Q: 3 clusters Score -1.535693e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -15357905.000000 Penalty: 13662.795898
	Iteration 11Q: 3 clusters Score -1.53579e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -15358883.000000 Penalty: 13662.795898
	Iteration 12Q: 3 clusters Score -1.535888e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -15359805.000000 Penalty: 13662.795898
	Iteration 13Q: 3 clusters Score -1.53598e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -15360830.000000 Penalty: 13662.795898
	Iteration 14Q: 3 clusters Score -1.536083e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -15361877.000000 Penalty: 13662.795898
	Iteration 15Q: 3 clusters Score -1.536188e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -15362813.000000 Penalty: 13662.795898
	Iteration 16Q: 3 clusters Score -1.536281e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -15363454.000000 Penalty: 13662.795898
	Iteration 17Q: 3 clusters Score -1.536345e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -15363867.000000 Penalty: 13662.795898
	Iteration 18Q: 3 clusters Score -1.536387e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -15364106.000000 Penalty: 13662.795898
	Iteration 19Q: 3 clusters Score -1.536411e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -15364294.000000 Penalty: 13662.795898
	Iteration 20F: 3 clusters Score -1.536429e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -15364426.000000 Penalty: 13662.795898
	Iteration 21Q: 3 clusters Score -1.536443e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -15364536.000000 Penalty: 13662.795898
	Iteration 22Q: 3 clusters Score -1.536454e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -15364609.000000 Penalty: 13662.795898
	Iteration 23Q: 3 clusters Score -1.536461e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -15364661.000000 Penalty: 13662.795898
	Iteration 24Q: 3 clusters Score -1.536466e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -15364742.000000 Penalty: 13662.795898
	Iteration 25Q: 3 clusters Score -1.536474e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -15364753.000000 Penalty: 13662.795898
	Iteration 26Q: 3 clusters Score -1.536475e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -15364806.000000 Penalty: 13662.795898
	Iteration 27Q: 3 clusters Score -1.536481e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -15364852.000000 Penalty: 13662.795898
	Iteration 28Q: 3 clusters Score -1.536485e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -15364853.000000 Penalty: 13662.795898
	Iteration 29Q: 3 clusters Score -1.536485e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -15364893.000000 Penalty: 13662.795898
	Iteration 30Q: 3 clusters Score -1.536489e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -15364951.000000 Penalty: 13662.795898
	Iteration 31Q: 3 clusters Score -1.536495e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -15364934.000000 Penalty: 13662.795898
	Iteration 32Q: 3 clusters Score -1.536493e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -15365037.000000 Penalty: 13662.795898
	Iteration 33Q: 3 clusters Score -1.536504e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -15365062.000000 Penalty: 13662.795898
	Iteration 34Q: 3 clusters Score -1.536506e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -15365130.000000 Penalty: 13662.795898
	Iteration 35Q: 3 clusters Score -1.536513e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -15365161.000000 Penalty: 13662.795898
	Iteration 36Q: 3 clusters Score -1.536516e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -15365180.000000 Penalty: 13662.795898
	Iteration 37Q: 3 clusters Score -1.536518e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -15365215.000000 Penalty: 13662.795898
	Iteration 38Q: 3 clusters Score -1.536522e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -15365216.000000 Penalty: 13662.795898
	Iteration 39Q: 3 clusters Score -1.536522e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -15365227.000000 Penalty: 13662.795898
	Iteration 40F: 3 clusters Score -1.536523e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -15365198.000000 Penalty: 13662.795898
	Iteration 41Q: 3 clusters Score -1.53652e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -15365283.000000 Penalty: 13662.795898
	Iteration 42Q: 3 clusters Score -1.536528e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -15365284.000000 Penalty: 13662.795898
	Iteration 43Q: 3 clusters Score -1.536528e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -15365299.000000 Penalty: 13662.795898
	Iteration 44Q: 3 clusters Score -1.53653e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -15365310.000000 Penalty: 13662.795898
	Iteration 45Q: 3 clusters Score -1.536531e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -15365360.000000 Penalty: 13662.795898
	Iteration 46Q: 3 clusters Score -1.536536e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -15365348.000000 Penalty: 13662.795898
	Iteration 47Q: 3 clusters Score -1.536535e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -15365422.000000 Penalty: 13662.795898
	Iteration 48Q: 3 clusters Score -1.536542e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -15365424.000000 Penalty: 13662.795898
	Iteration 49Q: 3 clusters Score -1.536542e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -15365433.000000 Penalty: 13662.795898
	Iteration 50Q: 3 clusters Score -1.536543e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -15365450.000000 Penalty: 13662.795898
	Iteration 51Q: 3 clusters Score -1.536545e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -15365484.000000 Penalty: 13662.795898
	Iteration 52Q: 3 clusters Score -1.536548e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -15365498.000000 Penalty: 13662.795898
	Iteration 53Q: 3 clusters Score -1.53655e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -15365515.000000 Penalty: 13662.795898
	Iteration 54Q: 3 clusters Score -1.536552e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -15365520.000000 Penalty: 13662.795898
	Iteration 55Q: 3 clusters Score -1.536552e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -15365583.000000 Penalty: 13662.795898
	Iteration 56Q: 3 clusters Score -1.536558e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -15365582.000000 Penalty: 13662.795898
	Iteration 57Q: 3 clusters Score -1.536558e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -15365624.000000 Penalty: 13662.795898
	Iteration 58Q: 3 clusters Score -1.536562e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -15365691.000000 Penalty: 13662.795898
	Iteration 59Q: 3 clusters Score -1.536569e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -15365724.000000 Penalty: 13662.795898
	Iteration 60F: 3 clusters Score -1.536572e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -15365768.000000 Penalty: 13662.795898
	Iteration 61Q: 3 clusters Score -1.536577e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -15365793.000000 Penalty: 13662.795898
	Iteration 62Q: 3 clusters Score -1.536579e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -15365840.000000 Penalty: 13662.795898
	Iteration 63Q: 3 clusters Score -1.536584e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -15365887.000000 Penalty: 13662.795898
	Iteration 64Q: 3 clusters Score -1.536589e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -15365911.000000 Penalty: 13662.795898
	Iteration 65Q: 3 clusters Score -1.536591e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -15365891.000000 Penalty: 13662.795898
	Iteration 66Q: 3 clusters Score -1.536589e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -15365937.000000 Penalty: 13662.795898
	Iteration 67Q: 3 clusters Score -1.536594e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -15365951.000000 Penalty: 13662.795898
	Iteration 68Q: 3 clusters Score -1.536595e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -15366011.000000 Penalty: 13662.795898
	Iteration 69Q: 3 clusters Score -1.536601e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -15366030.000000 Penalty: 13662.795898
	Iteration 70Q: 3 clusters Score -1.536603e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -15366078.000000 Penalty: 13662.795898
	Iteration 71Q: 3 clusters Score -1.536608e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -15366127.000000 Penalty: 13662.795898
	Iteration 72Q: 3 clusters Score -1.536613e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -15366161.000000 Penalty: 13662.795898
	Iteration 73Q: 3 clusters Score -1.536616e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -15366282.000000 Penalty: 13662.795898
	Iteration 74Q: 3 clusters Score -1.536628e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -15366322.000000 Penalty: 13662.795898
	Iteration 75Q: 3 clusters Score -1.536632e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -15366383.000000 Penalty: 13662.795898
	Iteration 76Q: 3 clusters Score -1.536638e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -15366418.000000 Penalty: 13662.795898
	Iteration 77Q: 3 clusters Score -1.536642e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -15366415.000000 Penalty: 13662.795898
	Iteration 78Q: 3 clusters Score -1.536642e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -15366436.000000 Penalty: 13662.795898
	Iteration 79Q: 3 clusters Score -1.536644e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -15366459.000000 Penalty: 13662.795898
	Iteration 80F: 3 clusters Score -1.536646e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -15366473.000000 Penalty: 13662.795898
	Iteration 81Q: 3 clusters Score -1.536647e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -15366493.000000 Penalty: 13662.795898
	Iteration 82Q: 3 clusters Score -1.536649e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -15366568.000000 Penalty: 13662.795898
	Iteration 83Q: 3 clusters Score -1.536657e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -15366582.000000 Penalty: 13662.795898
	Iteration 84Q: 3 clusters Score -1.536658e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -15366610.000000 Penalty: 13662.795898
	Iteration 85Q: 3 clusters Score -1.536661e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -15366636.000000 Penalty: 13662.795898
	Iteration 86Q: 3 clusters Score -1.536664e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -15366650.000000 Penalty: 13662.795898
	Iteration 87Q: 3 clusters Score -1.536665e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -15366678.000000 Penalty: 13662.795898
	Iteration 88Q: 3 clusters Score -1.536668e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -15366728.000000 Penalty: 13662.795898
	Iteration 89Q: 3 clusters Score -1.536673e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -15366798.000000 Penalty: 13662.795898
	Iteration 90Q: 3 clusters Score -1.53668e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -15366883.000000 Penalty: 13662.795898
	Iteration 91Q: 3 clusters Score -1.536688e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -15367020.000000 Penalty: 13662.795898
	Iteration 92Q: 3 clusters Score -1.536702e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -15367047.000000 Penalty: 13662.795898
	Iteration 93Q: 3 clusters Score -1.536705e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -15367160.000000 Penalty: 13662.795898
	Iteration 94Q: 3 clusters Score -1.536716e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -15367272.000000 Penalty: 13662.795898
	Iteration 95Q: 3 clusters Score -1.536727e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -15367328.000000 Penalty: 13662.795898
	Iteration 96Q: 3 clusters Score -1.536733e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -15367344.000000 Penalty: 13662.795898
	Iteration 97Q: 3 clusters Score -1.536734e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -15367432.000000 Penalty: 13662.795898
	Iteration 98Q: 3 clusters Score -1.536743e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -15367503.000000 Penalty: 13662.795898
	Iteration 99Q: 3 clusters Score -1.53675e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -15367575.000000 Penalty: 13662.795898
	Iteration 100F: 3 clusters Score -1.536758e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -15367674.000000 Penalty: 13662.795898
	Iteration 101Q: 3 clusters Score -1.536767e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -15367707.000000 Penalty: 13662.795898
	Iteration 102Q: 3 clusters Score -1.536771e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -15367829.000000 Penalty: 13662.795898
	Iteration 103Q: 3 clusters Score -1.536783e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -15367977.000000 Penalty: 13662.795898
	Iteration 104Q: 3 clusters Score -1.536798e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -15368111.000000 Penalty: 13662.795898
	Iteration 105Q: 3 clusters Score -1.536811e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -15368212.000000 Penalty: 13662.795898
	Iteration 106Q: 3 clusters Score -1.536821e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -15368350.000000 Penalty: 13662.795898
	Iteration 107Q: 3 clusters Score -1.536835e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -15368515.000000 Penalty: 13662.795898
	Iteration 108Q: 3 clusters Score -1.536852e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -15368679.000000 Penalty: 13662.795898
	Iteration 109Q: 3 clusters Score -1.536868e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -15368825.000000 Penalty: 13662.795898
	Iteration 110Q: 3 clusters Score -1.536882e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -15368990.000000 Penalty: 13662.795898
	Iteration 111Q: 3 clusters Score -1.536899e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -15369170.000000 Penalty: 13662.795898
	Iteration 112Q: 3 clusters Score -1.536917e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -15369314.000000 Penalty: 13662.795898
	Iteration 113Q: 3 clusters Score -1.536931e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -15369548.000000 Penalty: 13662.795898
	Iteration 114Q: 3 clusters Score -1.536955e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -15369771.000000 Penalty: 13662.795898
	Iteration 115Q: 3 clusters Score -1.536977e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -15369993.000000 Penalty: 13662.795898
	Iteration 116Q: 3 clusters Score -1.536999e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -15370133.000000 Penalty: 13662.795898
	Iteration 117Q: 3 clusters Score -1.537013e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -15370353.000000 Penalty: 13662.795898
	Iteration 118Q: 3 clusters Score -1.537035e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -15370507.000000 Penalty: 13662.795898
	Iteration 119Q: 3 clusters Score -1.537051e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -15370626.000000 Penalty: 13662.795898
	Iteration 120F: 3 clusters Score -1.537063e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -15370716.000000 Penalty: 13662.795898
	Iteration 121Q: 3 clusters Score -1.537072e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -15370894.000000 Penalty: 13662.795898
	Iteration 122Q: 3 clusters Score -1.537089e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -15371002.000000 Penalty: 13662.795898
	Iteration 123Q: 3 clusters Score -1.5371e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -15371069.000000 Penalty: 13662.795898
	Iteration 124Q: 3 clusters Score -1.537107e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -15371160.000000 Penalty: 13662.795898
	Iteration 125Q: 3 clusters Score -1.537116e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -15371231.000000 Penalty: 13662.795898
	Iteration 126Q: 3 clusters Score -1.537123e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -15371296.000000 Penalty: 13662.795898
	Iteration 127Q: 3 clusters Score -1.53713e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -15371331.000000 Penalty: 13662.795898
	Iteration 128Q: 3 clusters Score -1.537133e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -15371367.000000 Penalty: 13662.795898
	Iteration 129Q: 3 clusters Score -1.537137e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -15371426.000000 Penalty: 13662.795898
	Iteration 130Q: 3 clusters Score -1.537143e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -15371500.000000 Penalty: 13662.795898
	Iteration 131Q: 3 clusters Score -1.53715e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 66009 members 
Entering Unmasked Estep 
Score: -15371580.000000 Penalty: 13662.795898
	Iteration 132Q: 3 clusters Score -1.537158e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -15371625.000000 Penalty: 13662.795898
	Iteration 133Q: 3 clusters Score -1.537162e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -15371654.000000 Penalty: 13662.795898
	Iteration 134Q: 3 clusters Score -1.537165e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -15371694.000000 Penalty: 13662.795898
	Iteration 135Q: 3 clusters Score -1.537169e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -15371743.000000 Penalty: 13662.795898
	Iteration 136Q: 3 clusters Score -1.537174e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -15371762.000000 Penalty: 13662.795898
	Iteration 137Q: 3 clusters Score -1.537176e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -15371814.000000 Penalty: 13662.795898
	Iteration 138Q: 3 clusters Score -1.537181e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -15371819.000000 Penalty: 13662.795898
	Iteration 139Q: 3 clusters Score -1.537182e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
Score: -15371829.000000 Penalty: 13662.795898
	Iteration 140F: 3 clusters Score -1.537183e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -15371827.000000 Penalty: 13662.795898
	Iteration 141Q: 3 clusters Score -1.537183e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -15371821.000000 Penalty: 13662.795898
	Iteration 142Q: 3 clusters Score -1.537182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -15371841.000000 Penalty: 13662.795898
	Iteration 143Q: 3 clusters Score -1.537184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -15371855.000000 Penalty: 13662.795898
	Iteration 144Q: 3 clusters Score -1.537186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -15371866.000000 Penalty: 13662.795898
	Iteration 145Q: 3 clusters Score -1.537187e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -15371876.000000 Penalty: 13662.795898
	Iteration 146Q: 3 clusters Score -1.537188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -15371890.000000 Penalty: 13662.795898
	Iteration 147Q: 3 clusters Score -1.537189e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -15371924.000000 Penalty: 13662.795898
	Iteration 148Q: 3 clusters Score -1.537192e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -15371930.000000 Penalty: 13662.795898
	Iteration 149Q: 3 clusters Score -1.537193e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -15371938.000000 Penalty: 13662.795898
	Iteration 150Q: 3 clusters Score -1.537194e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -15371959.000000 Penalty: 13662.795898
	Iteration 151Q: 3 clusters Score -1.537196e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -15371944.000000 Penalty: 13662.795898
	Iteration 152Q: 3 clusters Score -1.537194e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -15371971.000000 Penalty: 13662.795898
	Iteration 153Q: 3 clusters Score -1.537197e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -15371998.000000 Penalty: 13662.795898
	Iteration 154Q: 3 clusters Score -1.5372e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -15371991.000000 Penalty: 13662.795898
	Iteration 155Q: 3 clusters Score -1.537199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -15372006.000000 Penalty: 13662.795898
	Iteration 156Q: 3 clusters Score -1.537201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -15372014.000000 Penalty: 13662.795898
	Iteration 157Q: 3 clusters Score -1.537201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 67180 members 
Entering Unmasked Estep 
Score: -15372019.000000 Penalty: 13662.795898
	Iteration 158Q: 3 clusters Score -1.537202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -15372020.000000 Penalty: 13662.795898
	Iteration 159Q: 3 clusters Score -1.537202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -15371992.000000 Penalty: 13662.795898
	Iteration 160F: 3 clusters Score -1.537199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -15372021.000000 Penalty: 13662.795898
	Iteration 161Q: 3 clusters Score -1.537202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -15372034.000000 Penalty: 13662.795898
	Iteration 162Q: 3 clusters Score -1.537203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -15372031.000000 Penalty: 13662.795898
	Iteration 163Q: 3 clusters Score -1.537203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -15372036.000000 Penalty: 13662.795898
	Iteration 164Q: 3 clusters Score -1.537204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -15372044.000000 Penalty: 13662.795898
	Iteration 165Q: 3 clusters Score -1.537204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -15372035.000000 Penalty: 13662.795898
	Iteration 166Q: 3 clusters Score -1.537204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -15372048.000000 Penalty: 13662.795898
	Iteration 167Q: 3 clusters Score -1.537205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 67326 members 
Entering Unmasked Estep 
Score: -15372051.000000 Penalty: 13662.795898
	Iteration 168Q: 3 clusters Score -1.537205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -15372061.000000 Penalty: 13662.795898
	Iteration 169Q: 3 clusters Score -1.537206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -15372051.000000 Penalty: 13662.795898
	Iteration 170Q: 3 clusters Score -1.537205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -15372066.000000 Penalty: 13662.795898
	Iteration 171Q: 3 clusters Score -1.537207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -15372060.000000 Penalty: 13662.795898
	Iteration 172Q: 3 clusters Score -1.537206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -15372054.000000 Penalty: 13662.795898
	Iteration 173Q: 3 clusters Score -1.537205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -15372064.000000 Penalty: 13662.795898
	Iteration 174Q: 3 clusters Score -1.537206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -15372064.000000 Penalty: 13662.795898
	Iteration 175Q: 3 clusters Score -1.537206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -15372071.000000 Penalty: 13662.795898
	Iteration 176Q: 3 clusters Score -1.537207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -15372070.000000 Penalty: 13662.795898
	Iteration 177Q: 3 clusters Score -1.537207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -15372074.000000 Penalty: 13662.795898
	Iteration 178Q: 3 clusters Score -1.537207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -15372083.000000 Penalty: 13662.795898
	Iteration 179Q: 3 clusters Score -1.537208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -15372091.000000 Penalty: 13662.795898
	Iteration 180F: 3 clusters Score -1.537209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -15372087.000000 Penalty: 13662.795898
	Iteration 181Q: 3 clusters Score -1.537209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -15372096.000000 Penalty: 13662.795898
	Iteration 182Q: 3 clusters Score -1.53721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -15372094.000000 Penalty: 13662.795898
	Iteration 183Q: 3 clusters Score -1.537209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -15372084.000000 Penalty: 13662.795898
	Iteration 184Q: 3 clusters Score -1.537208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -15372088.000000 Penalty: 13662.795898
	Iteration 185Q: 3 clusters Score -1.537209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -15372096.000000 Penalty: 13662.795898
	Iteration 186Q: 3 clusters Score -1.53721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -15372083.000000 Penalty: 13662.795898
	Iteration 187Q: 3 clusters Score -1.537208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -15372086.000000 Penalty: 13662.795898
	Iteration 188Q: 3 clusters Score -1.537209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -15372083.000000 Penalty: 13662.795898
	Iteration 189Q: 3 clusters Score -1.537208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -15372083.000000 Penalty: 13662.795898
	Iteration 190F: 3 clusters Score -1.537208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (66461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Entering Unmasked Estep 
Score: -14549934.000000 Penalty: 6801.426758
	Iteration 0F: 2 clusters Score -1.454993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -14503661.000000 Penalty: 13602.853516
	Iteration 0F: 3 clusters Score -1.450366e+07 nChanged 29769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -14520158.000000 Penalty: 13602.853516
	Iteration 1F: 3 clusters Score -1.452016e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -14522079.000000 Penalty: 13602.853516
	Iteration 2F: 3 clusters Score -1.452208e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -14524626.000000 Penalty: 13602.853516
	Iteration 3F: 3 clusters Score -1.452463e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -14527678.000000 Penalty: 13602.853516
	Iteration 4F: 3 clusters Score -1.452768e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -14530565.000000 Penalty: 13602.853516
	Iteration 5F: 3 clusters Score -1.453056e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -14533265.000000 Penalty: 13602.853516
	Iteration 6F: 3 clusters Score -1.453326e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -14535651.000000 Penalty: 13602.853516
	Iteration 7F: 3 clusters Score -1.453565e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -14537719.000000 Penalty: 13602.853516
	Iteration 8F: 3 clusters Score -1.453772e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -14539295.000000 Penalty: 13602.853516
	Iteration 9Q: 3 clusters Score -1.45393e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -14540525.000000 Penalty: 13602.853516
	Iteration 10Q: 3 clusters Score -1.454052e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -14541351.000000 Penalty: 13602.853516
	Iteration 11Q: 3 clusters Score -1.454135e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -14541946.000000 Penalty: 13602.853516
	Iteration 12Q: 3 clusters Score -1.454195e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -14542318.000000 Penalty: 13602.853516
	Iteration 13Q: 3 clusters Score -1.454232e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -14542590.000000 Penalty: 13602.853516
	Iteration 14Q: 3 clusters Score -1.454259e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -14542791.000000 Penalty: 13602.853516
	Iteration 15Q: 3 clusters Score -1.454279e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -14543006.000000 Penalty: 13602.853516
	Iteration 16Q: 3 clusters Score -1.454301e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -14543156.000000 Penalty: 13602.853516
	Iteration 17Q: 3 clusters Score -1.454316e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -14543272.000000 Penalty: 13602.853516
	Iteration 18Q: 3 clusters Score -1.454327e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -14543473.000000 Penalty: 13602.853516
	Iteration 19Q: 3 clusters Score -1.454347e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -14543667.000000 Penalty: 13602.853516
	Iteration 20F: 3 clusters Score -1.454367e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -14543782.000000 Penalty: 13602.853516
	Iteration 21Q: 3 clusters Score -1.454378e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -14543968.000000 Penalty: 13602.853516
	Iteration 22Q: 3 clusters Score -1.454397e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -14544178.000000 Penalty: 13602.853516
	Iteration 23Q: 3 clusters Score -1.454418e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -14544377.000000 Penalty: 13602.853516
	Iteration 24Q: 3 clusters Score -1.454438e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -14544612.000000 Penalty: 13602.853516
	Iteration 25Q: 3 clusters Score -1.454461e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -14544807.000000 Penalty: 13602.853516
	Iteration 26Q: 3 clusters Score -1.454481e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -14544951.000000 Penalty: 13602.853516
	Iteration 27Q: 3 clusters Score -1.454495e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -14545045.000000 Penalty: 13602.853516
	Iteration 28Q: 3 clusters Score -1.454504e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -14545104.000000 Penalty: 13602.853516
	Iteration 29Q: 3 clusters Score -1.45451e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -14545142.000000 Penalty: 13602.853516
	Iteration 30Q: 3 clusters Score -1.454514e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -14545208.000000 Penalty: 13602.853516
	Iteration 31Q: 3 clusters Score -1.454521e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -14545235.000000 Penalty: 13602.853516
	Iteration 32Q: 3 clusters Score -1.454524e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -14545244.000000 Penalty: 13602.853516
	Iteration 33Q: 3 clusters Score -1.454524e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -14545288.000000 Penalty: 13602.853516
	Iteration 34Q: 3 clusters Score -1.454529e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -14545276.000000 Penalty: 13602.853516
	Iteration 35Q: 3 clusters Score -1.454528e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -14545331.000000 Penalty: 13602.853516
	Iteration 36Q: 3 clusters Score -1.454533e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -14545336.000000 Penalty: 13602.853516
	Iteration 37Q: 3 clusters Score -1.454534e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -14545337.000000 Penalty: 13602.853516
	Iteration 38Q: 3 clusters Score -1.454534e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -14545369.000000 Penalty: 13602.853516
	Iteration 39Q: 3 clusters Score -1.454537e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -14545390.000000 Penalty: 13602.853516
	Iteration 40F: 3 clusters Score -1.454539e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -14545372.000000 Penalty: 13602.853516
	Iteration 41Q: 3 clusters Score -1.454537e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -14545400.000000 Penalty: 13602.853516
	Iteration 42Q: 3 clusters Score -1.45454e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -14545379.000000 Penalty: 13602.853516
	Iteration 43Q: 3 clusters Score -1.454538e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -14545420.000000 Penalty: 13602.853516
	Iteration 44Q: 3 clusters Score -1.454542e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -14545438.000000 Penalty: 13602.853516
	Iteration 45Q: 3 clusters Score -1.454544e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -14545429.000000 Penalty: 13602.853516
	Iteration 46Q: 3 clusters Score -1.454543e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -14545447.000000 Penalty: 13602.853516
	Iteration 47Q: 3 clusters Score -1.454545e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -14545478.000000 Penalty: 13602.853516
	Iteration 48Q: 3 clusters Score -1.454548e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -14545468.000000 Penalty: 13602.853516
	Iteration 49Q: 3 clusters Score -1.454547e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -14545470.000000 Penalty: 13602.853516
	Iteration 50Q: 3 clusters Score -1.454547e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -14545474.000000 Penalty: 13602.853516
	Iteration 51Q: 3 clusters Score -1.454547e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -14545499.000000 Penalty: 13602.853516
	Iteration 52Q: 3 clusters Score -1.45455e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -14545483.000000 Penalty: 13602.853516
	Iteration 53Q: 3 clusters Score -1.454548e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -14545500.000000 Penalty: 13602.853516
	Iteration 54Q: 3 clusters Score -1.45455e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -14545474.000000 Penalty: 13602.853516
	Iteration 55Q: 3 clusters Score -1.454547e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -14545473.000000 Penalty: 13602.853516
	Iteration 56Q: 3 clusters Score -1.454547e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -14545462.000000 Penalty: 13602.853516
	Iteration 57Q: 3 clusters Score -1.454546e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -14545469.000000 Penalty: 13602.853516
	Iteration 58Q: 3 clusters Score -1.454547e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -14545469.000000 Penalty: 13602.853516
	Iteration 59Q: 3 clusters Score -1.454547e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -14545472.000000 Penalty: 13602.853516
	Iteration 60F: 3 clusters Score -1.454547e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -14545482.000000 Penalty: 13602.853516
	Iteration 61Q: 3 clusters Score -1.454548e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -14545478.000000 Penalty: 13602.853516
	Iteration 62Q: 3 clusters Score -1.454548e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -14545479.000000 Penalty: 13602.853516
	Iteration 63Q: 3 clusters Score -1.454548e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -14545484.000000 Penalty: 13602.853516
	Iteration 64Q: 3 clusters Score -1.454548e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -14545472.000000 Penalty: 13602.853516
	Iteration 65Q: 3 clusters Score -1.454547e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -14545477.000000 Penalty: 13602.853516
	Iteration 66Q: 3 clusters Score -1.454548e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -14545479.000000 Penalty: 13602.853516
	Iteration 67Q: 3 clusters Score -1.454548e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -14545470.000000 Penalty: 13602.853516
	Iteration 68Q: 3 clusters Score -1.454547e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -14545494.000000 Penalty: 13602.853516
	Iteration 69Q: 3 clusters Score -1.454549e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -14545523.000000 Penalty: 13602.853516
	Iteration 70Q: 3 clusters Score -1.454552e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -14545527.000000 Penalty: 13602.853516
	Iteration 71Q: 3 clusters Score -1.454553e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -14545521.000000 Penalty: 13602.853516
	Iteration 72Q: 3 clusters Score -1.454552e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -14545547.000000 Penalty: 13602.853516
	Iteration 73Q: 3 clusters Score -1.454555e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -14545553.000000 Penalty: 13602.853516
	Iteration 74Q: 3 clusters Score -1.454555e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -14545544.000000 Penalty: 13602.853516
	Iteration 75Q: 3 clusters Score -1.454554e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -14545563.000000 Penalty: 13602.853516
	Iteration 76Q: 3 clusters Score -1.454556e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -14545556.000000 Penalty: 13602.853516
	Iteration 77Q: 3 clusters Score -1.454556e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -14545576.000000 Penalty: 13602.853516
	Iteration 78Q: 3 clusters Score -1.454558e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -14545588.000000 Penalty: 13602.853516
	Iteration 79Q: 3 clusters Score -1.454559e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -14545613.000000 Penalty: 13602.853516
	Iteration 80F: 3 clusters Score -1.454561e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -14545604.000000 Penalty: 13602.853516
	Iteration 81Q: 3 clusters Score -1.45456e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -14545595.000000 Penalty: 13602.853516
	Iteration 82Q: 3 clusters Score -1.45456e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -14545597.000000 Penalty: 13602.853516
	Iteration 83Q: 3 clusters Score -1.45456e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -14545596.000000 Penalty: 13602.853516
	Iteration 84Q: 3 clusters Score -1.45456e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -14545618.000000 Penalty: 13602.853516
	Iteration 85Q: 3 clusters Score -1.454562e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -14545624.000000 Penalty: 13602.853516
	Iteration 86Q: 3 clusters Score -1.454562e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -14545640.000000 Penalty: 13602.853516
	Iteration 87Q: 3 clusters Score -1.454564e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -14545641.000000 Penalty: 13602.853516
	Iteration 88Q: 3 clusters Score -1.454564e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -14545618.000000 Penalty: 13602.853516
	Iteration 89Q: 3 clusters Score -1.454562e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -14545657.000000 Penalty: 13602.853516
	Iteration 90Q: 3 clusters Score -1.454566e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -14545684.000000 Penalty: 13602.853516
	Iteration 91Q: 3 clusters Score -1.454568e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -14545712.000000 Penalty: 13602.853516
	Iteration 92Q: 3 clusters Score -1.454571e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -14545745.000000 Penalty: 13602.853516
	Iteration 93Q: 3 clusters Score -1.454574e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -14545741.000000 Penalty: 13602.853516
	Iteration 94Q: 3 clusters Score -1.454574e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -14545748.000000 Penalty: 13602.853516
	Iteration 95Q: 3 clusters Score -1.454575e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -14545764.000000 Penalty: 13602.853516
	Iteration 96Q: 3 clusters Score -1.454576e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -14545805.000000 Penalty: 13602.853516
	Iteration 97Q: 3 clusters Score -1.45458e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -14545781.000000 Penalty: 13602.853516
	Iteration 98Q: 3 clusters Score -1.454578e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -14545792.000000 Penalty: 13602.853516
	Iteration 99Q: 3 clusters Score -1.454579e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -14545805.000000 Penalty: 13602.853516
	Iteration 100F: 3 clusters Score -1.45458e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -14545809.000000 Penalty: 13602.853516
	Iteration 101Q: 3 clusters Score -1.454581e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -14545806.000000 Penalty: 13602.853516
	Iteration 102Q: 3 clusters Score -1.454581e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -14545808.000000 Penalty: 13602.853516
	Iteration 103Q: 3 clusters Score -1.454581e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -14545826.000000 Penalty: 13602.853516
	Iteration 104Q: 3 clusters Score -1.454583e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -14545836.000000 Penalty: 13602.853516
	Iteration 105Q: 3 clusters Score -1.454584e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -14545840.000000 Penalty: 13602.853516
	Iteration 106Q: 3 clusters Score -1.454584e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -14545832.000000 Penalty: 13602.853516
	Iteration 107Q: 3 clusters Score -1.454583e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -14545817.000000 Penalty: 13602.853516
	Iteration 108Q: 3 clusters Score -1.454582e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -14545830.000000 Penalty: 13602.853516
	Iteration 109Q: 3 clusters Score -1.454583e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -14545848.000000 Penalty: 13602.853516
	Iteration 110Q: 3 clusters Score -1.454585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -14545835.000000 Penalty: 13602.853516
	Iteration 111Q: 3 clusters Score -1.454584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -14545848.000000 Penalty: 13602.853516
	Iteration 112Q: 3 clusters Score -1.454585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -14545873.000000 Penalty: 13602.853516
	Iteration 113Q: 3 clusters Score -1.454587e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -14545888.000000 Penalty: 13602.853516
	Iteration 114Q: 3 clusters Score -1.454589e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -14545897.000000 Penalty: 13602.853516
	Iteration 115Q: 3 clusters Score -1.45459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -14545902.000000 Penalty: 13602.853516
	Iteration 116Q: 3 clusters Score -1.45459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -14545878.000000 Penalty: 13602.853516
	Iteration 117Q: 3 clusters Score -1.454588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -14545864.000000 Penalty: 13602.853516
	Iteration 118Q: 3 clusters Score -1.454586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -14545875.000000 Penalty: 13602.853516
	Iteration 119Q: 3 clusters Score -1.454588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -14545866.000000 Penalty: 13602.853516
	Iteration 120F: 3 clusters Score -1.454587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -14545835.000000 Penalty: 13602.853516
	Iteration 121Q: 3 clusters Score -1.454584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -14545833.000000 Penalty: 13602.853516
	Iteration 122Q: 3 clusters Score -1.454583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -14545842.000000 Penalty: 13602.853516
	Iteration 123Q: 3 clusters Score -1.454584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -14545845.000000 Penalty: 13602.853516
	Iteration 124Q: 3 clusters Score -1.454584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -14545857.000000 Penalty: 13602.853516
	Iteration 125Q: 3 clusters Score -1.454586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -14545858.000000 Penalty: 13602.853516
	Iteration 126Q: 3 clusters Score -1.454586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -14545872.000000 Penalty: 13602.853516
	Iteration 127Q: 3 clusters Score -1.454587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -14545871.000000 Penalty: 13602.853516
	Iteration 128Q: 3 clusters Score -1.454587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -14545910.000000 Penalty: 13602.853516
	Iteration 129Q: 3 clusters Score -1.454591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -14545892.000000 Penalty: 13602.853516
	Iteration 130Q: 3 clusters Score -1.454589e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -14545887.000000 Penalty: 13602.853516
	Iteration 131Q: 3 clusters Score -1.454589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -14545917.000000 Penalty: 13602.853516
	Iteration 132Q: 3 clusters Score -1.454592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -14545913.000000 Penalty: 13602.853516
	Iteration 133Q: 3 clusters Score -1.454591e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -14545895.000000 Penalty: 13602.853516
	Iteration 134Q: 3 clusters Score -1.45459e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -14545897.000000 Penalty: 13602.853516
	Iteration 135Q: 3 clusters Score -1.45459e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -14545897.000000 Penalty: 13602.853516
	Iteration 136Q: 3 clusters Score -1.45459e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -14545882.000000 Penalty: 13602.853516
	Iteration 137Q: 3 clusters Score -1.454588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -14545872.000000 Penalty: 13602.853516
	Iteration 138Q: 3 clusters Score -1.454587e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -14545863.000000 Penalty: 13602.853516
	Iteration 139Q: 3 clusters Score -1.454586e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -14545879.000000 Penalty: 13602.853516
	Iteration 140F: 3 clusters Score -1.454588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -14545896.000000 Penalty: 13602.853516
	Iteration 141Q: 3 clusters Score -1.45459e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -14545884.000000 Penalty: 13602.853516
	Iteration 142Q: 3 clusters Score -1.454588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -14545878.000000 Penalty: 13602.853516
	Iteration 143Q: 3 clusters Score -1.454588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -14545881.000000 Penalty: 13602.853516
	Iteration 144Q: 3 clusters Score -1.454588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -14545873.000000 Penalty: 13602.853516
	Iteration 145Q: 3 clusters Score -1.454587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -14545884.000000 Penalty: 13602.853516
	Iteration 146Q: 3 clusters Score -1.454588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -14545883.000000 Penalty: 13602.853516
	Iteration 147Q: 3 clusters Score -1.454588e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -14545909.000000 Penalty: 13602.853516
	Iteration 148Q: 3 clusters Score -1.454591e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -14545898.000000 Penalty: 13602.853516
	Iteration 149Q: 3 clusters Score -1.45459e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -14545912.000000 Penalty: 13602.853516
	Iteration 150Q: 3 clusters Score -1.454591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -14545905.000000 Penalty: 13602.853516
	Iteration 151Q: 3 clusters Score -1.45459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -14545925.000000 Penalty: 13602.853516
	Iteration 152Q: 3 clusters Score -1.454592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -14545911.000000 Penalty: 13602.853516
	Iteration 153Q: 3 clusters Score -1.454591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -14545921.000000 Penalty: 13602.853516
	Iteration 154Q: 3 clusters Score -1.454592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -14545910.000000 Penalty: 13602.853516
	Iteration 155Q: 3 clusters Score -1.454591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -14545900.000000 Penalty: 13602.853516
	Iteration 156Q: 3 clusters Score -1.45459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -14545880.000000 Penalty: 13602.853516
	Iteration 157Q: 3 clusters Score -1.454588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -14545897.000000 Penalty: 13602.853516
	Iteration 158Q: 3 clusters Score -1.45459e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -14545908.000000 Penalty: 13602.853516
	Iteration 159Q: 3 clusters Score -1.454591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -14545934.000000 Penalty: 13602.853516
	Iteration 160F: 3 clusters Score -1.454593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -14545923.000000 Penalty: 13602.853516
	Iteration 161Q: 3 clusters Score -1.454592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -14545916.000000 Penalty: 13602.853516
	Iteration 162Q: 3 clusters Score -1.454592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -14545937.000000 Penalty: 13602.853516
	Iteration 163Q: 3 clusters Score -1.454594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -14545943.000000 Penalty: 13602.853516
	Iteration 164Q: 3 clusters Score -1.454594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -14545959.000000 Penalty: 13602.853516
	Iteration 165Q: 3 clusters Score -1.454596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -14545960.000000 Penalty: 13602.853516
	Iteration 166Q: 3 clusters Score -1.454596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -14545982.000000 Penalty: 13602.853516
	Iteration 167Q: 3 clusters Score -1.454598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -14545956.000000 Penalty: 13602.853516
	Iteration 168Q: 3 clusters Score -1.454596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -14545952.000000 Penalty: 13602.853516
	Iteration 169Q: 3 clusters Score -1.454595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -14545954.000000 Penalty: 13602.853516
	Iteration 170Q: 3 clusters Score -1.454595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -14545939.000000 Penalty: 13602.853516
	Iteration 171Q: 3 clusters Score -1.454594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -14545943.000000 Penalty: 13602.853516
	Iteration 172Q: 3 clusters Score -1.454594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -14545932.000000 Penalty: 13602.853516
	Iteration 173Q: 3 clusters Score -1.454593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -14545946.000000 Penalty: 13602.853516
	Iteration 174Q: 3 clusters Score -1.454595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -14545946.000000 Penalty: 13602.853516
	Iteration 175Q: 3 clusters Score -1.454595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -14545952.000000 Penalty: 13602.853516
	Iteration 176Q: 3 clusters Score -1.454595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -14545948.000000 Penalty: 13602.853516
	Iteration 177Q: 3 clusters Score -1.454595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -14545953.000000 Penalty: 13602.853516
	Iteration 178Q: 3 clusters Score -1.454595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -14545934.000000 Penalty: 13602.853516
	Iteration 179Q: 3 clusters Score -1.454593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -14545927.000000 Penalty: 13602.853516
	Iteration 180F: 3 clusters Score -1.454593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -14545943.000000 Penalty: 13602.853516
	Iteration 181Q: 3 clusters Score -1.454594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -14545945.000000 Penalty: 13602.853516
	Iteration 182Q: 3 clusters Score -1.454594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -14545952.000000 Penalty: 13602.853516
	Iteration 183Q: 3 clusters Score -1.454595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -14545945.000000 Penalty: 13602.853516
	Iteration 184Q: 3 clusters Score -1.454594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -14545949.000000 Penalty: 13602.853516
	Iteration 185Q: 3 clusters Score -1.454595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -14545948.000000 Penalty: 13602.853516
	Iteration 186Q: 3 clusters Score -1.454595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -14545944.000000 Penalty: 13602.853516
	Iteration 187Q: 3 clusters Score -1.454594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -14545934.000000 Penalty: 13602.853516
	Iteration 188Q: 3 clusters Score -1.454593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -14545948.000000 Penalty: 13602.853516
	Iteration 189Q: 3 clusters Score -1.454595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -14545953.000000 Penalty: 13602.853516
	Iteration 190Q: 3 clusters Score -1.454595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -14545939.000000 Penalty: 13602.853516
	Iteration 191Q: 3 clusters Score -1.454594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -14545952.000000 Penalty: 13602.853516
	Iteration 192Q: 3 clusters Score -1.454595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -14545941.000000 Penalty: 13602.853516
	Iteration 193Q: 3 clusters Score -1.454594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -14545960.000000 Penalty: 13602.853516
	Iteration 194Q: 3 clusters Score -1.454596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -14545960.000000 Penalty: 13602.853516
	Iteration 195Q: 3 clusters Score -1.454596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -14545954.000000 Penalty: 13602.853516
	Iteration 196Q: 3 clusters Score -1.454595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -14545952.000000 Penalty: 13602.853516
	Iteration 197Q: 3 clusters Score -1.454595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -14545942.000000 Penalty: 13602.853516
	Iteration 198Q: 3 clusters Score -1.454594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -14545953.000000 Penalty: 13602.853516
	Iteration 199Q: 3 clusters Score -1.454595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -14545972.000000 Penalty: 13602.853516
	Iteration 200F: 3 clusters Score -1.454597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -14545955.000000 Penalty: 13602.853516
	Iteration 201Q: 3 clusters Score -1.454596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -14545974.000000 Penalty: 13602.853516
	Iteration 202Q: 3 clusters Score -1.454597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -14545953.000000 Penalty: 13602.853516
	Iteration 203Q: 3 clusters Score -1.454595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -14545957.000000 Penalty: 13602.853516
	Iteration 204Q: 3 clusters Score -1.454596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -14545958.000000 Penalty: 13602.853516
	Iteration 205Q: 3 clusters Score -1.454596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -14545953.000000 Penalty: 13602.853516
	Iteration 206Q: 3 clusters Score -1.454595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -14545942.000000 Penalty: 13602.853516
	Iteration 207Q: 3 clusters Score -1.454594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -14545937.000000 Penalty: 13602.853516
	Iteration 208Q: 3 clusters Score -1.454594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -14545947.000000 Penalty: 13602.853516
	Iteration 209Q: 3 clusters Score -1.454595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -14545940.000000 Penalty: 13602.853516
	Iteration 210Q: 3 clusters Score -1.454594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -14545959.000000 Penalty: 13602.853516
	Iteration 211Q: 3 clusters Score -1.454596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -14545952.000000 Penalty: 13602.853516
	Iteration 212Q: 3 clusters Score -1.454595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -14545943.000000 Penalty: 13602.853516
	Iteration 213Q: 3 clusters Score -1.454594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -14545947.000000 Penalty: 13602.853516
	Iteration 214Q: 3 clusters Score -1.454595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -14545947.000000 Penalty: 13602.853516
	Iteration 215Q: 3 clusters Score -1.454595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -14545954.000000 Penalty: 13602.853516
	Iteration 216Q: 3 clusters Score -1.454595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -14545966.000000 Penalty: 13602.853516
	Iteration 217Q: 3 clusters Score -1.454597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -14545955.000000 Penalty: 13602.853516
	Iteration 218Q: 3 clusters Score -1.454596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -14545965.000000 Penalty: 13602.853516
	Iteration 219Q: 3 clusters Score -1.454596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -14545962.000000 Penalty: 13602.853516
	Iteration 220F: 3 clusters Score -1.454596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -14545954.000000 Penalty: 13602.853516
	Iteration 221Q: 3 clusters Score -1.454595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -14545967.000000 Penalty: 13602.853516
	Iteration 222Q: 3 clusters Score -1.454597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -14545956.000000 Penalty: 13602.853516
	Iteration 223Q: 3 clusters Score -1.454596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -14545949.000000 Penalty: 13602.853516
	Iteration 224Q: 3 clusters Score -1.454595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -14545962.000000 Penalty: 13602.853516
	Iteration 225Q: 3 clusters Score -1.454596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -14545970.000000 Penalty: 13602.853516
	Iteration 226Q: 3 clusters Score -1.454597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -14545957.000000 Penalty: 13602.853516
	Iteration 227Q: 3 clusters Score -1.454596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -14545962.000000 Penalty: 13602.853516
	Iteration 228Q: 3 clusters Score -1.454596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -14545958.000000 Penalty: 13602.853516
	Iteration 229Q: 3 clusters Score -1.454596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -14545956.000000 Penalty: 13602.853516
	Iteration 230Q: 3 clusters Score -1.454596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -14545959.000000 Penalty: 13602.853516
	Iteration 231Q: 3 clusters Score -1.454596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -14545958.000000 Penalty: 13602.853516
	Iteration 232Q: 3 clusters Score -1.454596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -14545958.000000 Penalty: 13602.853516
	Iteration 233Q: 3 clusters Score -1.454596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -14545972.000000 Penalty: 13602.853516
	Iteration 234Q: 3 clusters Score -1.454597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -14545961.000000 Penalty: 13602.853516
	Iteration 235Q: 3 clusters Score -1.454596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -14545964.000000 Penalty: 13602.853516
	Iteration 236Q: 3 clusters Score -1.454596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -14545952.000000 Penalty: 13602.853516
	Iteration 237Q: 3 clusters Score -1.454595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -14545951.000000 Penalty: 13602.853516
	Iteration 238Q: 3 clusters Score -1.454595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -14545947.000000 Penalty: 13602.853516
	Iteration 239Q: 3 clusters Score -1.454595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -14545952.000000 Penalty: 13602.853516
	Iteration 240F: 3 clusters Score -1.454595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -14545945.000000 Penalty: 13602.853516
	Iteration 241Q: 3 clusters Score -1.454594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -14545939.000000 Penalty: 13602.853516
	Iteration 242Q: 3 clusters Score -1.454594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -14545940.000000 Penalty: 13602.853516
	Iteration 243Q: 3 clusters Score -1.454594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -14545927.000000 Penalty: 13602.853516
	Iteration 244Q: 3 clusters Score -1.454593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -14545912.000000 Penalty: 13602.853516
	Iteration 245Q: 3 clusters Score -1.454591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -14545942.000000 Penalty: 13602.853516
	Iteration 246Q: 3 clusters Score -1.454594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -14545960.000000 Penalty: 13602.853516
	Iteration 247Q: 3 clusters Score -1.454596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -14545972.000000 Penalty: 13602.853516
	Iteration 248Q: 3 clusters Score -1.454597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -14545980.000000 Penalty: 13602.853516
	Iteration 249Q: 3 clusters Score -1.454598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -14545989.000000 Penalty: 13602.853516
	Iteration 250Q: 3 clusters Score -1.454599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -14545994.000000 Penalty: 13602.853516
	Iteration 251Q: 3 clusters Score -1.454599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -14545980.000000 Penalty: 13602.853516
	Iteration 252Q: 3 clusters Score -1.454598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -14545973.000000 Penalty: 13602.853516
	Iteration 253Q: 3 clusters Score -1.454597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -14545963.000000 Penalty: 13602.853516
	Iteration 254Q: 3 clusters Score -1.454596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -14545966.000000 Penalty: 13602.853516
	Iteration 255Q: 3 clusters Score -1.454597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -14545954.000000 Penalty: 13602.853516
	Iteration 256Q: 3 clusters Score -1.454595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -14545959.000000 Penalty: 13602.853516
	Iteration 257Q: 3 clusters Score -1.454596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -14545962.000000 Penalty: 13602.853516
	Iteration 258Q: 3 clusters Score -1.454596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -14545950.000000 Penalty: 13602.853516
	Iteration 259Q: 3 clusters Score -1.454595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -14545969.000000 Penalty: 13602.853516
	Iteration 260F: 3 clusters Score -1.454597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -14545950.000000 Penalty: 13602.853516
	Iteration 261Q: 3 clusters Score -1.454595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -14545952.000000 Penalty: 13602.853516
	Iteration 262Q: 3 clusters Score -1.454595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -14545937.000000 Penalty: 13602.853516
	Iteration 263Q: 3 clusters Score -1.454594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -14545939.000000 Penalty: 13602.853516
	Iteration 264Q: 3 clusters Score -1.454594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -14545936.000000 Penalty: 13602.853516
	Iteration 265Q: 3 clusters Score -1.454594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -14545953.000000 Penalty: 13602.853516
	Iteration 266Q: 3 clusters Score -1.454595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -14545950.000000 Penalty: 13602.853516
	Iteration 267Q: 3 clusters Score -1.454595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -14545935.000000 Penalty: 13602.853516
	Iteration 268Q: 3 clusters Score -1.454594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -14545959.000000 Penalty: 13602.853516
	Iteration 269Q: 3 clusters Score -1.454596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -14545975.000000 Penalty: 13602.853516
	Iteration 270Q: 3 clusters Score -1.454598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -14545979.000000 Penalty: 13602.853516
	Iteration 271Q: 3 clusters Score -1.454598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -14545969.000000 Penalty: 13602.853516
	Iteration 272Q: 3 clusters Score -1.454597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -14545977.000000 Penalty: 13602.853516
	Iteration 273Q: 3 clusters Score -1.454598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -14545968.000000 Penalty: 13602.853516
	Iteration 274Q: 3 clusters Score -1.454597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -14545966.000000 Penalty: 13602.853516
	Iteration 275Q: 3 clusters Score -1.454597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -14545973.000000 Penalty: 13602.853516
	Iteration 276Q: 3 clusters Score -1.454597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -14545976.000000 Penalty: 13602.853516
	Iteration 277Q: 3 clusters Score -1.454598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -14545965.000000 Penalty: 13602.853516
	Iteration 278Q: 3 clusters Score -1.454596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -14545976.000000 Penalty: 13602.853516
	Iteration 279Q: 3 clusters Score -1.454598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -14545980.000000 Penalty: 13602.853516
	Iteration 280F: 3 clusters Score -1.454598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -14545978.000000 Penalty: 13602.853516
	Iteration 281Q: 3 clusters Score -1.454598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -14545978.000000 Penalty: 13602.853516
	Iteration 282Q: 3 clusters Score -1.454598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -14545978.000000 Penalty: 13602.853516
	Iteration 283Q: 3 clusters Score -1.454598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -14545973.000000 Penalty: 13602.853516
	Iteration 284Q: 3 clusters Score -1.454597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -14545987.000000 Penalty: 13602.853516
	Iteration 285Q: 3 clusters Score -1.454599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -14545983.000000 Penalty: 13602.853516
	Iteration 286Q: 3 clusters Score -1.454598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -14545983.000000 Penalty: 13602.853516
	Iteration 287Q: 3 clusters Score -1.454598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -14545982.000000 Penalty: 13602.853516
	Iteration 288Q: 3 clusters Score -1.454598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -14545982.000000 Penalty: 13602.853516
	Iteration 289F: 3 clusters Score -1.454598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 30945 members 
Mstep: Class 5 contains 72382 members 
Mstep: Class 6 contains 11379 members 
Mstep: Class 7 contains 15961 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9875 members 
Mstep: Class 10 contains 12527 members 
Mstep: Class 11 contains 32016 members 
Mstep: Class 12 contains 8457 members 
Mstep: Class 13 contains 24344 members 
Mstep: Class 14 contains 9234 members 
Mstep: Class 15 contains 123080 members 
Mstep: Class 16 contains 12779 members 
Mstep: Class 17 contains 122045 members 
Mstep: Class 18 contains 36921 members 
Mstep: Class 19 contains 22156 members 
Mstep: Class 20 contains 2196 members 
Mstep: Class 21 contains 39887 members 
Mstep: Class 22 contains 75520 members 
Mstep: Class 23 contains 11643 members 
Mstep: Class 24 contains 23381 members 
Mstep: Class 25 contains 115684 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59158 members 
Mstep: Class 28 contains 87143 members 
Mstep: Class 29 contains 42964 members 
Mstep: Class 30 contains 42979 members 
Mstep: Class 31 contains 69794 members 
Mstep: Class 32 contains 66461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272451552.000000 Penalty: 274640.375000
Iteration 79Q: 33 clusters Score -2.724516e+08 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 30904 members 
Mstep: Class 5 contains 73232 members 
Mstep: Class 6 contains 11312 members 
Mstep: Class 7 contains 15966 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9870 members 
Mstep: Class 10 contains 12395 members 
Mstep: Class 11 contains 32149 members 
Mstep: Class 12 contains 8487 members 
Mstep: Class 13 contains 24243 members 
Mstep: Class 14 contains 9233 members 
Mstep: Class 15 contains 123207 members 
Mstep: Class 16 contains 12768 members 
Mstep: Class 17 contains 122164 members 
Mstep: Class 18 contains 37008 members 
Mstep: Class 19 contains 22123 members 
Mstep: Class 20 contains 2191 members 
Mstep: Class 21 contains 40197 members 
Mstep: Class 22 contains 75515 members 
Mstep: Class 23 contains 11684 members 
Mstep: Class 24 contains 23405 members 
Mstep: Class 25 contains 115678 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59180 members 
Mstep: Class 28 contains 86261 members 
Mstep: Class 29 contains 43597 members 
Mstep: Class 30 contains 42195 members 
Mstep: Class 31 contains 69367 members 
Mstep: Class 32 contains 66492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453088.000000 Penalty: 274640.375000
Iteration 80F: 33 clusters Score -2.724531e+08 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8293 members 
Mstep: Class 4 contains 30857 members 
Mstep: Class 5 contains 74028 members 
Mstep: Class 6 contains 11238 members 
Mstep: Class 7 contains 15968 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9877 members 
Mstep: Class 10 contains 12323 members 
Mstep: Class 11 contains 32259 members 
Mstep: Class 12 contains 8511 members 
Mstep: Class 13 contains 24146 members 
Mstep: Class 14 contains 9236 members 
Mstep: Class 15 contains 123290 members 
Mstep: Class 16 contains 12742 members 
Mstep: Class 17 contains 122242 members 
Mstep: Class 18 contains 37088 members 
Mstep: Class 19 contains 22103 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 40444 members 
Mstep: Class 22 contains 75532 members 
Mstep: Class 23 contains 11703 members 
Mstep: Class 24 contains 23439 members 
Mstep: Class 25 contains 115684 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59214 members 
Mstep: Class 28 contains 85455 members 
Mstep: Class 29 contains 44309 members 
Mstep: Class 30 contains 41363 members 
Mstep: Class 31 contains 69047 members 
Mstep: Class 32 contains 66448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452928.000000 Penalty: 274640.375000
Iteration 81Q: 33 clusters Score -2.724529e+08 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8295 members 
Mstep: Class 4 contains 30817 members 
Mstep: Class 5 contains 74772 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 15969 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9878 members 
Mstep: Class 10 contains 12234 members 
Mstep: Class 11 contains 32349 members 
Mstep: Class 12 contains 8521 members 
Mstep: Class 13 contains 24062 members 
Mstep: Class 14 contains 9230 members 
Mstep: Class 15 contains 123370 members 
Mstep: Class 16 contains 12709 members 
Mstep: Class 17 contains 122324 members 
Mstep: Class 18 contains 37155 members 
Mstep: Class 19 contains 22078 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 40666 members 
Mstep: Class 22 contains 75550 members 
Mstep: Class 23 contains 11737 members 
Mstep: Class 24 contains 23492 members 
Mstep: Class 25 contains 115684 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59250 members 
Mstep: Class 28 contains 84696 members 
Mstep: Class 29 contains 44995 members 
Mstep: Class 30 contains 40509 members 
Mstep: Class 31 contains 68796 members 
Mstep: Class 32 contains 66420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272452672.000000 Penalty: 274640.375000
Iteration 82Q: 33 clusters Score -2.724527e+08 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8289 members 
Mstep: Class 4 contains 30784 members 
Mstep: Class 5 contains 75502 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 15972 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9870 members 
Mstep: Class 10 contains 12156 members 
Mstep: Class 11 contains 32461 members 
Mstep: Class 12 contains 8540 members 
Mstep: Class 13 contains 23985 members 
Mstep: Class 14 contains 9232 members 
Mstep: Class 15 contains 123448 members 
Mstep: Class 16 contains 12656 members 
Mstep: Class 17 contains 122406 members 
Mstep: Class 18 contains 37220 members 
Mstep: Class 19 contains 22066 members 
Mstep: Class 20 contains 2187 members 
Mstep: Class 21 contains 40864 members 
Mstep: Class 22 contains 75575 members 
Mstep: Class 23 contains 11785 members 
Mstep: Class 24 contains 23520 members 
Mstep: Class 25 contains 115680 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59276 members 
Mstep: Class 28 contains 83970 members 
Mstep: Class 29 contains 45555 members 
Mstep: Class 30 contains 39717 members 
Mstep: Class 31 contains 68549 members 
Mstep: Class 32 contains 66401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453536.000000 Penalty: 274640.375000
Iteration 83Q: 33 clusters Score -2.724535e+08 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8294 members 
Mstep: Class 4 contains 30757 members 
Mstep: Class 5 contains 76181 members 
Mstep: Class 6 contains 11073 members 
Mstep: Class 7 contains 15976 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9868 members 
Mstep: Class 10 contains 12077 members 
Mstep: Class 11 contains 32583 members 
Mstep: Class 12 contains 8551 members 
Mstep: Class 13 contains 23904 members 
Mstep: Class 14 contains 9234 members 
Mstep: Class 15 contains 123506 members 
Mstep: Class 16 contains 12612 members 
Mstep: Class 17 contains 122482 members 
Mstep: Class 18 contains 37268 members 
Mstep: Class 19 contains 22072 members 
Mstep: Class 20 contains 2185 members 
Mstep: Class 21 contains 41051 members 
Mstep: Class 22 contains 75603 members 
Mstep: Class 23 contains 11829 members 
Mstep: Class 24 contains 23549 members 
Mstep: Class 25 contains 115687 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59289 members 
Mstep: Class 28 contains 83281 members 
Mstep: Class 29 contains 46106 members 
Mstep: Class 30 contains 38931 members 
Mstep: Class 31 contains 68343 members 
Mstep: Class 32 contains 66400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453248.000000 Penalty: 274640.375000
Iteration 84Q: 33 clusters Score -2.724532e+08 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8287 members 
Mstep: Class 4 contains 30728 members 
Mstep: Class 5 contains 76773 members 
Mstep: Class 6 contains 10997 members 
Mstep: Class 7 contains 15980 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9875 members 
Mstep: Class 10 contains 12005 members 
Mstep: Class 11 contains 32699 members 
Mstep: Class 12 contains 8563 members 
Mstep: Class 13 contains 23823 members 
Mstep: Class 14 contains 9241 members 
Mstep: Class 15 contains 123550 members 
Mstep: Class 16 contains 12573 members 
Mstep: Class 17 contains 122573 members 
Mstep: Class 18 contains 37329 members 
Mstep: Class 19 contains 22060 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 41241 members 
Mstep: Class 22 contains 75611 members 
Mstep: Class 23 contains 11864 members 
Mstep: Class 24 contains 23584 members 
Mstep: Class 25 contains 115687 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59304 members 
Mstep: Class 28 contains 82685 members 
Mstep: Class 29 contains 46635 members 
Mstep: Class 30 contains 38214 members 
Mstep: Class 31 contains 68114 members 
Mstep: Class 32 contains 66403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272453792.000000 Penalty: 274640.375000
Iteration 85Q: 33 clusters Score -2.724538e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8287 members 
Mstep: Class 4 contains 30712 members 
Mstep: Class 5 contains 77317 members 
Mstep: Class 6 contains 10937 members 
Mstep: Class 7 contains 15979 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9870 members 
Mstep: Class 10 contains 11940 members 
Mstep: Class 11 contains 32804 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 23767 members 
Mstep: Class 14 contains 9240 members 
Mstep: Class 15 contains 123606 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 122641 members 
Mstep: Class 18 contains 37387 members 
Mstep: Class 19 contains 22051 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 41418 members 
Mstep: Class 22 contains 75592 members 
Mstep: Class 23 contains 11898 members 
Mstep: Class 24 contains 23621 members 
Mstep: Class 25 contains 115691 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59319 members 
Mstep: Class 28 contains 82133 members 
Mstep: Class 29 contains 47162 members 
Mstep: Class 30 contains 37548 members 
Mstep: Class 31 contains 67891 members 
Mstep: Class 32 contains 66352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272454592.000000 Penalty: 274640.375000
Iteration 86Q: 33 clusters Score -2.724546e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8297 members 
Mstep: Class 4 contains 30681 members 
Mstep: Class 5 contains 77804 members 
Mstep: Class 6 contains 10855 members 
Mstep: Class 7 contains 15982 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9869 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 32900 members 
Mstep: Class 12 contains 8593 members 
Mstep: Class 13 contains 23743 members 
Mstep: Class 14 contains 9238 members 
Mstep: Class 15 contains 123649 members 
Mstep: Class 16 contains 12510 members 
Mstep: Class 17 contains 122708 members 
Mstep: Class 18 contains 37435 members 
Mstep: Class 19 contains 22040 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 41604 members 
Mstep: Class 22 contains 75604 members 
Mstep: Class 23 contains 11934 members 
Mstep: Class 24 contains 23632 members 
Mstep: Class 25 contains 115683 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59345 members 
Mstep: Class 28 contains 81656 members 
Mstep: Class 29 contains 47685 members 
Mstep: Class 30 contains 36857 members 
Mstep: Class 31 contains 67670 members 
Mstep: Class 32 contains 66337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455168.000000 Penalty: 274640.375000
Iteration 87Q: 33 clusters Score -2.724552e+08 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 30635 members 
Mstep: Class 5 contains 78286 members 
Mstep: Class 6 contains 10766 members 
Mstep: Class 7 contains 15988 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9871 members 
Mstep: Class 10 contains 11796 members 
Mstep: Class 11 contains 32990 members 
Mstep: Class 12 contains 8603 members 
Mstep: Class 13 contains 23708 members 
Mstep: Class 14 contains 9240 members 
Mstep: Class 15 contains 123691 members 
Mstep: Class 16 contains 12465 members 
Mstep: Class 17 contains 122769 members 
Mstep: Class 18 contains 37484 members 
Mstep: Class 19 contains 22042 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 41745 members 
Mstep: Class 22 contains 75618 members 
Mstep: Class 23 contains 11979 members 
Mstep: Class 24 contains 23643 members 
Mstep: Class 25 contains 115685 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59360 members 
Mstep: Class 28 contains 81241 members 
Mstep: Class 29 contains 48189 members 
Mstep: Class 30 contains 36171 members 
Mstep: Class 31 contains 67491 members 
Mstep: Class 32 contains 66288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455040.000000 Penalty: 274640.375000
Iteration 88Q: 33 clusters Score -2.72455e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8304 members 
Mstep: Class 4 contains 30605 members 
Mstep: Class 5 contains 78683 members 
Mstep: Class 6 contains 10676 members 
Mstep: Class 7 contains 15992 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9879 members 
Mstep: Class 10 contains 11735 members 
Mstep: Class 11 contains 33076 members 
Mstep: Class 12 contains 8617 members 
Mstep: Class 13 contains 23667 members 
Mstep: Class 14 contains 9240 members 
Mstep: Class 15 contains 123722 members 
Mstep: Class 16 contains 12422 members 
Mstep: Class 17 contains 122833 members 
Mstep: Class 18 contains 37534 members 
Mstep: Class 19 contains 22038 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 41872 members 
Mstep: Class 22 contains 75618 members 
Mstep: Class 23 contains 12004 members 
Mstep: Class 24 contains 23661 members 
Mstep: Class 25 contains 115687 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59373 members 
Mstep: Class 28 contains 80879 members 
Mstep: Class 29 contains 48614 members 
Mstep: Class 30 contains 35562 members 
Mstep: Class 31 contains 67355 members 
Mstep: Class 32 contains 66248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455072.000000 Penalty: 274640.375000
Iteration 89Q: 33 clusters Score -2.724551e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 30571 members 
Mstep: Class 5 contains 79025 members 
Mstep: Class 6 contains 10598 members 
Mstep: Class 7 contains 15996 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9875 members 
Mstep: Class 10 contains 11674 members 
Mstep: Class 11 contains 33152 members 
Mstep: Class 12 contains 8629 members 
Mstep: Class 13 contains 23622 members 
Mstep: Class 14 contains 9243 members 
Mstep: Class 15 contains 123737 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 122879 members 
Mstep: Class 18 contains 37561 members 
Mstep: Class 19 contains 22036 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 41990 members 
Mstep: Class 22 contains 75633 members 
Mstep: Class 23 contains 12047 members 
Mstep: Class 24 contains 23681 members 
Mstep: Class 25 contains 115697 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59388 members 
Mstep: Class 28 contains 80549 members 
Mstep: Class 29 contains 48995 members 
Mstep: Class 30 contains 35008 members 
Mstep: Class 31 contains 67197 members 
Mstep: Class 32 contains 66280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455840.000000 Penalty: 274640.375000
Iteration 90Q: 33 clusters Score -2.724558e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8307 members 
Mstep: Class 4 contains 30550 members 
Mstep: Class 5 contains 79365 members 
Mstep: Class 6 contains 10500 members 
Mstep: Class 7 contains 15999 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9868 members 
Mstep: Class 10 contains 11611 members 
Mstep: Class 11 contains 33219 members 
Mstep: Class 12 contains 8641 members 
Mstep: Class 13 contains 23597 members 
Mstep: Class 14 contains 9247 members 
Mstep: Class 15 contains 123772 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 122943 members 
Mstep: Class 18 contains 37614 members 
Mstep: Class 19 contains 22036 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 42112 members 
Mstep: Class 22 contains 75635 members 
Mstep: Class 23 contains 12087 members 
Mstep: Class 24 contains 23686 members 
Mstep: Class 25 contains 115700 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59409 members 
Mstep: Class 28 contains 80263 members 
Mstep: Class 29 contains 49356 members 
Mstep: Class 30 contains 34458 members 
Mstep: Class 31 contains 67017 members 
Mstep: Class 32 contains 66292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272455712.000000 Penalty: 274640.375000
Iteration 91Q: 33 clusters Score -2.724557e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 30531 members 
Mstep: Class 5 contains 79662 members 
Mstep: Class 6 contains 10386 members 
Mstep: Class 7 contains 15998 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9868 members 
Mstep: Class 10 contains 11543 members 
Mstep: Class 11 contains 33282 members 
Mstep: Class 12 contains 8655 members 
Mstep: Class 13 contains 23573 members 
Mstep: Class 14 contains 9251 members 
Mstep: Class 15 contains 123820 members 
Mstep: Class 16 contains 12301 members 
Mstep: Class 17 contains 123005 members 
Mstep: Class 18 contains 37670 members 
Mstep: Class 19 contains 22041 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 42230 members 
Mstep: Class 22 contains 75630 members 
Mstep: Class 23 contains 12130 members 
Mstep: Class 24 contains 23671 members 
Mstep: Class 25 contains 115694 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59413 members 
Mstep: Class 28 contains 79990 members 
Mstep: Class 29 contains 49704 members 
Mstep: Class 30 contains 33952 members 
Mstep: Class 31 contains 66884 members 
Mstep: Class 32 contains 66291 members 
Entering Unmasked Estep 
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Score: -272456288.000000 Penalty: 274640.375000
Iteration 92Q: 33 clusters Score -2.724563e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8321 members 
Mstep: Class 4 contains 30508 members 
Mstep: Class 5 contains 80007 members 
Mstep: Class 6 contains 10278 members 
Mstep: Class 7 contains 16000 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9865 members 
Mstep: Class 10 contains 11505 members 
Mstep: Class 11 contains 33333 members 
Mstep: Class 12 contains 8669 members 
Mstep: Class 13 contains 23530 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 123861 members 
Mstep: Class 16 contains 12240 members 
Mstep: Class 17 contains 123053 members 
Mstep: Class 18 contains 37715 members 
Mstep: Class 19 contains 22031 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 42336 members 
Mstep: Class 22 contains 75618 members 
Mstep: Class 23 contains 12170 members 
Mstep: Class 24 contains 23681 members 
Mstep: Class 25 contains 115691 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59416 members 
Mstep: Class 28 contains 79729 members 
Mstep: Class 29 contains 50071 members 
Mstep: Class 30 contains 33453 members 
Mstep: Class 31 contains 66763 members 
Mstep: Class 32 contains 66253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272456576.000000 Penalty: 274640.375000
Iteration 93Q: 33 clusters Score -2.724566e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8322 members 
Mstep: Class 4 contains 30495 members 
Mstep: Class 5 contains 80335 members 
Mstep: Class 6 contains 10150 members 
Mstep: Class 7 contains 16000 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9865 members 
Mstep: Class 10 contains 11460 members 
Mstep: Class 11 contains 33387 members 
Mstep: Class 12 contains 8676 members 
Mstep: Class 13 contains 23494 members 
Mstep: Class 14 contains 9260 members 
Mstep: Class 15 contains 123875 members 
Mstep: Class 16 contains 12181 members 
Mstep: Class 17 contains 123096 members 
Mstep: Class 18 contains 37766 members 
Mstep: Class 19 contains 22028 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 42466 members 
Mstep: Class 22 contains 75590 members 
Mstep: Class 23 contains 12211 members 
Mstep: Class 24 contains 23699 members 
Mstep: Class 25 contains 115692 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59426 members 
Mstep: Class 28 contains 79457 members 
Mstep: Class 29 contains 50406 members 
Mstep: Class 30 contains 32997 members 
Mstep: Class 31 contains 66655 members 
Mstep: Class 32 contains 66223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272456480.000000 Penalty: 274640.375000
Iteration 94Q: 33 clusters Score -2.724565e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8326 members 
Mstep: Class 4 contains 30475 members 
Mstep: Class 5 contains 80684 members 
Mstep: Class 6 contains 10020 members 
Mstep: Class 7 contains 16002 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9871 members 
Mstep: Class 10 contains 11411 members 
Mstep: Class 11 contains 33432 members 
Mstep: Class 12 contains 8688 members 
Mstep: Class 13 contains 23452 members 
Mstep: Class 14 contains 9264 members 
Mstep: Class 15 contains 123892 members 
Mstep: Class 16 contains 12122 members 
Mstep: Class 17 contains 123124 members 
Mstep: Class 18 contains 37805 members 
Mstep: Class 19 contains 22019 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 42584 members 
Mstep: Class 22 contains 75598 members 
Mstep: Class 23 contains 12224 members 
Mstep: Class 24 contains 23716 members 
Mstep: Class 25 contains 115697 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59435 members 
Mstep: Class 28 contains 79199 members 
Mstep: Class 29 contains 50704 members 
Mstep: Class 30 contains 32538 members 
Mstep: Class 31 contains 66559 members 
Mstep: Class 32 contains 66233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272457408.000000 Penalty: 274640.375000
Iteration 95Q: 33 clusters Score -2.724574e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8326 members 
Mstep: Class 4 contains 30452 members 
Mstep: Class 5 contains 81055 members 
Mstep: Class 6 contains 9904 members 
Mstep: Class 7 contains 16004 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9872 members 
Mstep: Class 10 contains 11360 members 
Mstep: Class 11 contains 33468 members 
Mstep: Class 12 contains 8699 members 
Mstep: Class 13 contains 23418 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 123916 members 
Mstep: Class 16 contains 12056 members 
Mstep: Class 17 contains 123153 members 
Mstep: Class 18 contains 37841 members 
Mstep: Class 19 contains 22011 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 42688 members 
Mstep: Class 22 contains 75613 members 
Mstep: Class 23 contains 12262 members 
Mstep: Class 24 contains 23721 members 
Mstep: Class 25 contains 115700 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59445 members 
Mstep: Class 28 contains 78950 members 
Mstep: Class 29 contains 50984 members 
Mstep: Class 30 contains 32069 members 
Mstep: Class 31 contains 66439 members 
Mstep: Class 32 contains 66253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272457600.000000 Penalty: 274640.375000
Iteration 96Q: 33 clusters Score -2.724576e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8332 members 
Mstep: Class 4 contains 30433 members 
Mstep: Class 5 contains 81396 members 
Mstep: Class 6 contains 9801 members 
Mstep: Class 7 contains 16004 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9873 members 
Mstep: Class 10 contains 11330 members 
Mstep: Class 11 contains 33499 members 
Mstep: Class 12 contains 8702 members 
Mstep: Class 13 contains 23387 members 
Mstep: Class 14 contains 9260 members 
Mstep: Class 15 contains 123937 members 
Mstep: Class 16 contains 11996 members 
Mstep: Class 17 contains 123189 members 
Mstep: Class 18 contains 37864 members 
Mstep: Class 19 contains 22000 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 42792 members 
Mstep: Class 22 contains 75618 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 23731 members 
Mstep: Class 25 contains 115691 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59455 members 
Mstep: Class 28 contains 78713 members 
Mstep: Class 29 contains 51217 members 
Mstep: Class 30 contains 31658 members 
Mstep: Class 31 contains 66332 members 
Mstep: Class 32 contains 66291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272457856.000000 Penalty: 274640.375000
Iteration 97Q: 33 clusters Score -2.724579e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8333 members 
Mstep: Class 4 contains 30408 members 
Mstep: Class 5 contains 81745 members 
Mstep: Class 6 contains 9699 members 
Mstep: Class 7 contains 16003 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9876 members 
Mstep: Class 10 contains 11288 members 
Mstep: Class 11 contains 33528 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 13 contains 23357 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 123951 members 
Mstep: Class 16 contains 11950 members 
Mstep: Class 17 contains 123258 members 
Mstep: Class 18 contains 37883 members 
Mstep: Class 19 contains 21979 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 42884 members 
Mstep: Class 22 contains 75629 members 
Mstep: Class 23 contains 12319 members 
Mstep: Class 24 contains 23738 members 
Mstep: Class 25 contains 115683 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59465 members 
Mstep: Class 28 contains 78457 members 
Mstep: Class 29 contains 51429 members 
Mstep: Class 30 contains 31292 members 
Mstep: Class 31 contains 66264 members 
Mstep: Class 32 contains 66264 members 
Entering Unmasked Estep 
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Iteration 98Q: 33 clusters Score -2.724583e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 30390 members 
Mstep: Class 5 contains 82088 members 
Mstep: Class 6 contains 9589 members 
Mstep: Class 7 contains 16004 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9878 members 
Mstep: Class 10 contains 11256 members 
Mstep: Class 11 contains 33567 members 
Mstep: Class 12 contains 8713 members 
Mstep: Class 13 contains 23330 members 
Mstep: Class 14 contains 9266 members 
Mstep: Class 15 contains 123970 members 
Mstep: Class 16 contains 11908 members 
Mstep: Class 17 contains 123300 members 
Mstep: Class 18 contains 37898 members 
Mstep: Class 19 contains 21965 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 42976 members 
Mstep: Class 22 contains 75626 members 
Mstep: Class 23 contains 12345 members 
Mstep: Class 24 contains 23755 members 
Mstep: Class 25 contains 115673 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59473 members 
Mstep: Class 28 contains 78217 members 
Mstep: Class 29 contains 51634 members 
Mstep: Class 30 contains 30936 members 
Mstep: Class 31 contains 66214 members 
Mstep: Class 32 contains 66219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272458368.000000 Penalty: 274640.375000
Iteration 99Q: 33 clusters Score -2.724584e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8327 members 
Mstep: Class 4 contains 30377 members 
Mstep: Class 5 contains 82425 members 
Mstep: Class 6 contains 9508 members 
Mstep: Class 7 contains 16005 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9875 members 
Mstep: Class 10 contains 11216 members 
Mstep: Class 11 contains 33596 members 
Mstep: Class 12 contains 8716 members 
Mstep: Class 13 contains 23311 members 
Mstep: Class 14 contains 9261 members 
Mstep: Class 15 contains 123983 members 
Mstep: Class 16 contains 11859 members 
Mstep: Class 17 contains 123343 members 
Mstep: Class 18 contains 37921 members 
Mstep: Class 19 contains 21950 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43056 members 
Mstep: Class 22 contains 75610 members 
Mstep: Class 23 contains 12375 members 
Mstep: Class 24 contains 23766 members 
Mstep: Class 25 contains 115675 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59476 members 
Mstep: Class 28 contains 77974 members 
Mstep: Class 29 contains 51847 members 
Mstep: Class 30 contains 30583 members 
Mstep: Class 31 contains 66150 members 
Mstep: Class 32 contains 66203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272458688.000000 Penalty: 274640.375000
Iteration 100F: 33 clusters Score -2.724587e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 30367 members 
Mstep: Class 5 contains 82759 members 
Mstep: Class 6 contains 9415 members 
Mstep: Class 7 contains 16006 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9873 members 
Mstep: Class 10 contains 11185 members 
Mstep: Class 11 contains 33639 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 23279 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 123995 members 
Mstep: Class 16 contains 11819 members 
Mstep: Class 17 contains 123388 members 
Mstep: Class 18 contains 37943 members 
Mstep: Class 19 contains 21937 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43137 members 
Mstep: Class 22 contains 75614 members 
Mstep: Class 23 contains 12405 members 
Mstep: Class 24 contains 23769 members 
Mstep: Class 25 contains 115669 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59483 members 
Mstep: Class 28 contains 77721 members 
Mstep: Class 29 contains 52033 members 
Mstep: Class 30 contains 30223 members 
Mstep: Class 31 contains 66106 members 
Mstep: Class 32 contains 66155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272458816.000000 Penalty: 274640.375000
Iteration 101Q: 33 clusters Score -2.724588e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8328 members 
Mstep: Class 4 contains 30362 members 
Mstep: Class 5 contains 83083 members 
Mstep: Class 6 contains 9344 members 
Mstep: Class 7 contains 16008 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9880 members 
Mstep: Class 10 contains 11150 members 
Mstep: Class 11 contains 33676 members 
Mstep: Class 12 contains 8733 members 
Mstep: Class 13 contains 23249 members 
Mstep: Class 14 contains 9278 members 
Mstep: Class 15 contains 124019 members 
Mstep: Class 16 contains 11780 members 
Mstep: Class 17 contains 123448 members 
Mstep: Class 18 contains 37962 members 
Mstep: Class 19 contains 21910 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43204 members 
Mstep: Class 22 contains 75612 members 
Mstep: Class 23 contains 12433 members 
Mstep: Class 24 contains 23763 members 
Mstep: Class 25 contains 115671 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59480 members 
Mstep: Class 28 contains 77467 members 
Mstep: Class 29 contains 52200 members 
Mstep: Class 30 contains 29900 members 
Mstep: Class 31 contains 66086 members 
Mstep: Class 32 contains 66098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272458944.000000 Penalty: 274640.375000
Iteration 102Q: 33 clusters Score -2.724589e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 30358 members 
Mstep: Class 5 contains 83407 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 16009 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9885 members 
Mstep: Class 10 contains 11117 members 
Mstep: Class 11 contains 33699 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 23226 members 
Mstep: Class 14 contains 9279 members 
Mstep: Class 15 contains 124046 members 
Mstep: Class 16 contains 11739 members 
Mstep: Class 17 contains 123494 members 
Mstep: Class 18 contains 37971 members 
Mstep: Class 19 contains 21904 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43264 members 
Mstep: Class 22 contains 75611 members 
Mstep: Class 23 contains 12459 members 
Mstep: Class 24 contains 23773 members 
Mstep: Class 25 contains 115663 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59487 members 
Mstep: Class 28 contains 77230 members 
Mstep: Class 29 contains 52342 members 
Mstep: Class 30 contains 29611 members 
Mstep: Class 31 contains 66034 members 
Mstep: Class 32 contains 66050 members 
Entering Unmasked Estep 
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Score: -272459168.000000 Penalty: 274640.375000
Iteration 103Q: 33 clusters Score -2.724592e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 8325 members 
Mstep: Class 4 contains 30349 members 
Mstep: Class 5 contains 83699 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 16011 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9884 members 
Mstep: Class 10 contains 11074 members 
Mstep: Class 11 contains 33724 members 
Mstep: Class 12 contains 8747 members 
Mstep: Class 13 contains 23203 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 124067 members 
Mstep: Class 16 contains 11712 members 
Mstep: Class 17 contains 123564 members 
Mstep: Class 18 contains 37984 members 
Mstep: Class 19 contains 21886 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43320 members 
Mstep: Class 22 contains 75593 members 
Mstep: Class 23 contains 12480 members 
Mstep: Class 24 contains 23788 members 
Mstep: Class 25 contains 115664 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59495 members 
Mstep: Class 28 contains 77031 members 
Mstep: Class 29 contains 52475 members 
Mstep: Class 30 contains 29348 members 
Mstep: Class 31 contains 65987 members 
Mstep: Class 32 contains 66012 members 
Entering Unmasked Estep 
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Iteration 104Q: 33 clusters Score -2.724591e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8326 members 
Mstep: Class 4 contains 30343 members 
Mstep: Class 5 contains 83959 members 
Mstep: Class 6 contains 9219 members 
Mstep: Class 7 contains 16015 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9887 members 
Mstep: Class 10 contains 11050 members 
Mstep: Class 11 contains 33747 members 
Mstep: Class 12 contains 8756 members 
Mstep: Class 13 contains 23190 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 124087 members 
Mstep: Class 16 contains 11678 members 
Mstep: Class 17 contains 123626 members 
Mstep: Class 18 contains 37987 members 
Mstep: Class 19 contains 21869 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43378 members 
Mstep: Class 22 contains 75580 members 
Mstep: Class 23 contains 12501 members 
Mstep: Class 24 contains 23790 members 
Mstep: Class 25 contains 115668 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59506 members 
Mstep: Class 28 contains 76838 members 
Mstep: Class 29 contains 52612 members 
Mstep: Class 30 contains 29103 members 
Mstep: Class 31 contains 65932 members 
Mstep: Class 32 contains 65961 members 
Entering Unmasked Estep 
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Iteration 105Q: 33 clusters Score -2.724596e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8319 members 
Mstep: Class 4 contains 30335 members 
Mstep: Class 5 contains 84218 members 
Mstep: Class 6 contains 9178 members 
Mstep: Class 7 contains 16015 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9885 members 
Mstep: Class 10 contains 11036 members 
Mstep: Class 11 contains 33792 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 23174 members 
Mstep: Class 14 contains 9277 members 
Mstep: Class 15 contains 124100 members 
Mstep: Class 16 contains 11645 members 
Mstep: Class 17 contains 123661 members 
Mstep: Class 18 contains 37990 members 
Mstep: Class 19 contains 21864 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43434 members 
Mstep: Class 22 contains 75582 members 
Mstep: Class 23 contains 12516 members 
Mstep: Class 24 contains 23794 members 
Mstep: Class 25 contains 115670 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59508 members 
Mstep: Class 28 contains 76658 members 
Mstep: Class 29 contains 52748 members 
Mstep: Class 30 contains 28854 members 
Mstep: Class 31 contains 65875 members 
Mstep: Class 32 contains 65932 members 
Entering Unmasked Estep 
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Iteration 106Q: 33 clusters Score -2.724591e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8315 members 
Mstep: Class 4 contains 30329 members 
Mstep: Class 5 contains 84440 members 
Mstep: Class 6 contains 9116 members 
Mstep: Class 7 contains 16014 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9884 members 
Mstep: Class 10 contains 11020 members 
Mstep: Class 11 contains 33820 members 
Mstep: Class 12 contains 8769 members 
Mstep: Class 13 contains 23157 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 124111 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 123698 members 
Mstep: Class 18 contains 37993 members 
Mstep: Class 19 contains 21861 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43482 members 
Mstep: Class 22 contains 75577 members 
Mstep: Class 23 contains 12533 members 
Mstep: Class 24 contains 23805 members 
Mstep: Class 25 contains 115662 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59517 members 
Mstep: Class 28 contains 76488 members 
Mstep: Class 29 contains 52861 members 
Mstep: Class 30 contains 28634 members 
Mstep: Class 31 contains 65853 members 
Mstep: Class 32 contains 65901 members 
Entering Unmasked Estep 
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Iteration 107Q: 33 clusters Score -2.724592e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 30331 members 
Mstep: Class 5 contains 84646 members 
Mstep: Class 6 contains 9069 members 
Mstep: Class 7 contains 16014 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 9888 members 
Mstep: Class 10 contains 11014 members 
Mstep: Class 11 contains 33838 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 23137 members 
Mstep: Class 14 contains 9283 members 
Mstep: Class 15 contains 124115 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 123724 members 
Mstep: Class 18 contains 38004 members 
Mstep: Class 19 contains 21858 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43538 members 
Mstep: Class 22 contains 75563 members 
Mstep: Class 23 contains 12548 members 
Mstep: Class 24 contains 23808 members 
Mstep: Class 25 contains 115657 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59528 members 
Mstep: Class 28 contains 76349 members 
Mstep: Class 29 contains 52956 members 
Mstep: Class 30 contains 28419 members 
Mstep: Class 31 contains 65814 members 
Mstep: Class 32 contains 65873 members 
Entering Unmasked Estep 
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Iteration 108Q: 33 clusters Score -2.724592e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 30329 members 
Mstep: Class 5 contains 84830 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 16014 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9890 members 
Mstep: Class 10 contains 10998 members 
Mstep: Class 11 contains 33849 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 23130 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 124129 members 
Mstep: Class 16 contains 11583 members 
Mstep: Class 17 contains 123752 members 
Mstep: Class 18 contains 38011 members 
Mstep: Class 19 contains 21855 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43583 members 
Mstep: Class 22 contains 75554 members 
Mstep: Class 23 contains 12557 members 
Mstep: Class 24 contains 23806 members 
Mstep: Class 25 contains 115653 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59537 members 
Mstep: Class 28 contains 76207 members 
Mstep: Class 29 contains 53066 members 
Mstep: Class 30 contains 28244 members 
Mstep: Class 31 contains 65762 members 
Mstep: Class 32 contains 65855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272458944.000000 Penalty: 274640.375000
Iteration 109Q: 33 clusters Score -2.724589e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8321 members 
Mstep: Class 4 contains 30328 members 
Mstep: Class 5 contains 85006 members 
Mstep: Class 6 contains 9017 members 
Mstep: Class 7 contains 16013 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9896 members 
Mstep: Class 10 contains 10981 members 
Mstep: Class 11 contains 33856 members 
Mstep: Class 12 contains 8802 members 
Mstep: Class 13 contains 23127 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 124133 members 
Mstep: Class 16 contains 11550 members 
Mstep: Class 17 contains 123776 members 
Mstep: Class 18 contains 38019 members 
Mstep: Class 19 contains 21850 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43630 members 
Mstep: Class 22 contains 75537 members 
Mstep: Class 23 contains 12565 members 
Mstep: Class 24 contains 23807 members 
Mstep: Class 25 contains 115645 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59545 members 
Mstep: Class 28 contains 76096 members 
Mstep: Class 29 contains 53156 members 
Mstep: Class 30 contains 28080 members 
Mstep: Class 31 contains 65703 members 
Mstep: Class 32 contains 65841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272459200.000000 Penalty: 274640.375000
Iteration 110Q: 33 clusters Score -2.724592e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8319 members 
Mstep: Class 4 contains 30331 members 
Mstep: Class 5 contains 85173 members 
Mstep: Class 6 contains 9000 members 
Mstep: Class 7 contains 16013 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9897 members 
Mstep: Class 10 contains 10967 members 
Mstep: Class 11 contains 33866 members 
Mstep: Class 12 contains 8801 members 
Mstep: Class 13 contains 23118 members 
Mstep: Class 14 contains 9290 members 
Mstep: Class 15 contains 124149 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 123813 members 
Mstep: Class 18 contains 38028 members 
Mstep: Class 19 contains 21844 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43672 members 
Mstep: Class 22 contains 75523 members 
Mstep: Class 23 contains 12574 members 
Mstep: Class 24 contains 23804 members 
Mstep: Class 25 contains 115644 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59554 members 
Mstep: Class 28 contains 75988 members 
Mstep: Class 29 contains 53254 members 
Mstep: Class 30 contains 27910 members 
Mstep: Class 31 contains 65665 members 
Mstep: Class 32 contains 65811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272458560.000000 Penalty: 274640.375000
Iteration 111Q: 33 clusters Score -2.724586e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8320 members 
Mstep: Class 4 contains 30329 members 
Mstep: Class 5 contains 85348 members 
Mstep: Class 6 contains 8978 members 
Mstep: Class 7 contains 16013 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9894 members 
Mstep: Class 10 contains 10955 members 
Mstep: Class 11 contains 33875 members 
Mstep: Class 12 contains 8807 members 
Mstep: Class 13 contains 23105 members 
Mstep: Class 14 contains 9290 members 
Mstep: Class 15 contains 124165 members 
Mstep: Class 16 contains 11488 members 
Mstep: Class 17 contains 123856 members 
Mstep: Class 18 contains 38034 members 
Mstep: Class 19 contains 21846 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43716 members 
Mstep: Class 22 contains 75512 members 
Mstep: Class 23 contains 12586 members 
Mstep: Class 24 contains 23807 members 
Mstep: Class 25 contains 115639 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59560 members 
Mstep: Class 28 contains 75879 members 
Mstep: Class 29 contains 53321 members 
Mstep: Class 30 contains 27760 members 
Mstep: Class 31 contains 65610 members 
Mstep: Class 32 contains 65797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272459104.000000 Penalty: 274640.375000
Iteration 112Q: 33 clusters Score -2.724591e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8322 members 
Mstep: Class 4 contains 30327 members 
Mstep: Class 5 contains 85480 members 
Mstep: Class 6 contains 8953 members 
Mstep: Class 7 contains 16013 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9889 members 
Mstep: Class 10 contains 10941 members 
Mstep: Class 11 contains 33899 members 
Mstep: Class 12 contains 8811 members 
Mstep: Class 13 contains 23096 members 
Mstep: Class 14 contains 9289 members 
Mstep: Class 15 contains 124175 members 
Mstep: Class 16 contains 11458 members 
Mstep: Class 17 contains 123888 members 
Mstep: Class 18 contains 38044 members 
Mstep: Class 19 contains 21845 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43753 members 
Mstep: Class 22 contains 75497 members 
Mstep: Class 23 contains 12600 members 
Mstep: Class 24 contains 23808 members 
Mstep: Class 25 contains 115632 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59563 members 
Mstep: Class 28 contains 75800 members 
Mstep: Class 29 contains 53382 members 
Mstep: Class 30 contains 27621 members 
Mstep: Class 31 contains 65578 members 
Mstep: Class 32 contains 65793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272459392.000000 Penalty: 274640.375000
Iteration 113Q: 33 clusters Score -2.724594e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8324 members 
Mstep: Class 4 contains 30325 members 
Mstep: Class 5 contains 85619 members 
Mstep: Class 6 contains 8938 members 
Mstep: Class 7 contains 16013 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9885 members 
Mstep: Class 10 contains 10946 members 
Mstep: Class 11 contains 33914 members 
Mstep: Class 12 contains 8813 members 
Mstep: Class 13 contains 23088 members 
Mstep: Class 14 contains 9289 members 
Mstep: Class 15 contains 124187 members 
Mstep: Class 16 contains 11419 members 
Mstep: Class 17 contains 123914 members 
Mstep: Class 18 contains 38047 members 
Mstep: Class 19 contains 21841 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43781 members 
Mstep: Class 22 contains 75480 members 
Mstep: Class 23 contains 12614 members 
Mstep: Class 24 contains 23801 members 
Mstep: Class 25 contains 115631 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59573 members 
Mstep: Class 28 contains 75728 members 
Mstep: Class 29 contains 53444 members 
Mstep: Class 30 contains 27501 members 
Mstep: Class 31 contains 65550 members 
Mstep: Class 32 contains 65771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272459392.000000 Penalty: 274640.375000
Iteration 114Q: 33 clusters Score -2.724594e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8327 members 
Mstep: Class 4 contains 30322 members 
Mstep: Class 5 contains 85746 members 
Mstep: Class 6 contains 8923 members 
Mstep: Class 7 contains 16012 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9882 members 
Mstep: Class 10 contains 10942 members 
Mstep: Class 11 contains 33937 members 
Mstep: Class 12 contains 8821 members 
Mstep: Class 13 contains 23085 members 
Mstep: Class 14 contains 9289 members 
Mstep: Class 15 contains 124201 members 
Mstep: Class 16 contains 11381 members 
Mstep: Class 17 contains 123933 members 
Mstep: Class 18 contains 38051 members 
Mstep: Class 19 contains 21832 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43800 members 
Mstep: Class 22 contains 75457 members 
Mstep: Class 23 contains 12628 members 
Mstep: Class 24 contains 23800 members 
Mstep: Class 25 contains 115626 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59580 members 
Mstep: Class 28 contains 75666 members 
Mstep: Class 29 contains 53499 members 
Mstep: Class 30 contains 27392 members 
Mstep: Class 31 contains 65528 members 
Mstep: Class 32 contains 65743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272459296.000000 Penalty: 274640.375000
Iteration 115Q: 33 clusters Score -2.724593e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8327 members 
Mstep: Class 4 contains 30318 members 
Mstep: Class 5 contains 85866 members 
Mstep: Class 6 contains 8914 members 
Mstep: Class 7 contains 16009 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9883 members 
Mstep: Class 10 contains 10933 members 
Mstep: Class 11 contains 33947 members 
Mstep: Class 12 contains 8832 members 
Mstep: Class 13 contains 23086 members 
Mstep: Class 14 contains 9285 members 
Mstep: Class 15 contains 124210 members 
Mstep: Class 16 contains 11347 members 
Mstep: Class 17 contains 123956 members 
Mstep: Class 18 contains 38052 members 
Mstep: Class 19 contains 21833 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 43822 members 
Mstep: Class 22 contains 75432 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 23800 members 
Mstep: Class 25 contains 115625 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59585 members 
Mstep: Class 28 contains 75613 members 
Mstep: Class 29 contains 53546 members 
Mstep: Class 30 contains 27304 members 
Mstep: Class 31 contains 65503 members 
Mstep: Class 32 contains 65707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272459168.000000 Penalty: 274640.375000
Iteration 116Q: 33 clusters Score -2.724592e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8323 members 
Mstep: Class 4 contains 30311 members 
Mstep: Class 5 contains 85986 members 
Mstep: Class 6 contains 8897 members 
Mstep: Class 7 contains 16010 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9884 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 33943 members 
Mstep: Class 12 contains 8837 members 
Mstep: Class 13 contains 23086 members 
Mstep: Class 14 contains 9289 members 
Mstep: Class 15 contains 124213 members 
Mstep: Class 16 contains 11321 members 
Mstep: Class 17 contains 123973 members 
Mstep: Class 18 contains 38063 members 
Mstep: Class 19 contains 21832 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 43836 members 
Mstep: Class 22 contains 75401 members 
Mstep: Class 23 contains 12649 members 
Mstep: Class 24 contains 23802 members 
Mstep: Class 25 contains 115620 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59589 members 
Mstep: Class 28 contains 75566 members 
Mstep: Class 29 contains 53598 members 
Mstep: Class 30 contains 27199 members 
Mstep: Class 31 contains 65498 members 
Mstep: Class 32 contains 65696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272459424.000000 Penalty: 274640.375000
Iteration 117Q: 33 clusters Score -2.724594e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8322 members 
Mstep: Class 4 contains 30308 members 
Mstep: Class 5 contains 86073 members 
Mstep: Class 6 contains 8897 members 
Mstep: Class 7 contains 16009 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9882 members 
Mstep: Class 10 contains 10911 members 
Mstep: Class 11 contains 33942 members 
Mstep: Class 12 contains 8844 members 
Mstep: Class 13 contains 23089 members 
Mstep: Class 14 contains 9289 members 
Mstep: Class 15 contains 124221 members 
Mstep: Class 16 contains 11289 members 
Mstep: Class 17 contains 123987 members 
Mstep: Class 18 contains 38070 members 
Mstep: Class 19 contains 21834 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 43851 members 
Mstep: Class 22 contains 75373 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 23801 members 
Mstep: Class 25 contains 115621 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59595 members 
Mstep: Class 28 contains 75532 members 
Mstep: Class 29 contains 53649 members 
Mstep: Class 30 contains 27122 members 
Mstep: Class 31 contains 65475 members 
Mstep: Class 32 contains 65690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272459680.000000 Penalty: 274640.375000
Iteration 118Q: 33 clusters Score -2.724597e+08 nChanged 436
Entering ConstructFrom: 
Score: -272459680.000000 Penalty: 274640.375000
Entering ConstructFrom: 
Trying to split cluster 1 (28634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Entering Unmasked Estep 
Score: -6306633.500000 Penalty: 6285.689453
	Iteration 0F: 2 clusters Score -6306634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -6284556.000000 Penalty: 12571.378906
	Iteration 0F: 3 clusters Score -6284556 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -6291117.500000 Penalty: 12571.378906
	Iteration 1F: 3 clusters Score -6291118 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -6292039.000000 Penalty: 12571.378906
	Iteration 2F: 3 clusters Score -6292039 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -6292671.500000 Penalty: 12571.378906
	Iteration 3F: 3 clusters Score -6292672 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -6293257.500000 Penalty: 12571.378906
	Iteration 4Q: 3 clusters Score -6293258 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -6293842.000000 Penalty: 12571.378906
	Iteration 5Q: 3 clusters Score -6293842 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -6294480.500000 Penalty: 12571.378906
	Iteration 6Q: 3 clusters Score -6294480 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -6295107.500000 Penalty: 12571.378906
	Iteration 7Q: 3 clusters Score -6295108 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -6295851.500000 Penalty: 12571.378906
	Iteration 8Q: 3 clusters Score -6295852 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -6296694.000000 Penalty: 12571.378906
	Iteration 9Q: 3 clusters Score -6296694 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -6297527.500000 Penalty: 12571.378906
	Iteration 10Q: 3 clusters Score -6297528 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -6298344.000000 Penalty: 12571.378906
	Iteration 11Q: 3 clusters Score -6298344 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -6298981.500000 Penalty: 12571.378906
	Iteration 12Q: 3 clusters Score -6298982 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -6299469.000000 Penalty: 12571.378906
	Iteration 13Q: 3 clusters Score -6299469 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -6299825.000000 Penalty: 12571.378906
	Iteration 14Q: 3 clusters Score -6299825 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -6300080.500000 Penalty: 12571.378906
	Iteration 15Q: 3 clusters Score -6300080 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -6300289.500000 Penalty: 12571.378906
	Iteration 16Q: 3 clusters Score -6300290 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -6300482.000000 Penalty: 12571.378906
	Iteration 17Q: 3 clusters Score -6300482 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -6300592.500000 Penalty: 12571.378906
	Iteration 18Q: 3 clusters Score -6300592 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -6300696.500000 Penalty: 12571.378906
	Iteration 19Q: 3 clusters Score -6300696 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -6300760.000000 Penalty: 12571.378906
	Iteration 20F: 3 clusters Score -6300760 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -6300811.000000 Penalty: 12571.378906
	Iteration 21Q: 3 clusters Score -6300811 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -6300868.000000 Penalty: 12571.378906
	Iteration 22Q: 3 clusters Score -6300868 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -6300923.000000 Penalty: 12571.378906
	Iteration 23Q: 3 clusters Score -6300923 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -6300936.500000 Penalty: 12571.378906
	Iteration 24Q: 3 clusters Score -6300936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -6300951.000000 Penalty: 12571.378906
	Iteration 25Q: 3 clusters Score -6300951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -6300955.500000 Penalty: 12571.378906
	Iteration 26Q: 3 clusters Score -6300956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -6300962.500000 Penalty: 12571.378906
	Iteration 27Q: 3 clusters Score -6300962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -6300984.500000 Penalty: 12571.378906
	Iteration 28Q: 3 clusters Score -6300984 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -6300995.500000 Penalty: 12571.378906
	Iteration 29Q: 3 clusters Score -6300996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -6301011.500000 Penalty: 12571.378906
	Iteration 30Q: 3 clusters Score -6301012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -6301015.000000 Penalty: 12571.378906
	Iteration 31Q: 3 clusters Score -6301015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -6301005.500000 Penalty: 12571.378906
	Iteration 32Q: 3 clusters Score -6301006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -6301011.000000 Penalty: 12571.378906
	Iteration 33Q: 3 clusters Score -6301011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -6301008.000000 Penalty: 12571.378906
	Iteration 34Q: 3 clusters Score -6301008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -6301007.000000 Penalty: 12571.378906
	Iteration 35Q: 3 clusters Score -6301007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -6301019.000000 Penalty: 12571.378906
	Iteration 36Q: 3 clusters Score -6301019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -6301016.000000 Penalty: 12571.378906
	Iteration 37Q: 3 clusters Score -6301016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -6301018.500000 Penalty: 12571.378906
	Iteration 38Q: 3 clusters Score -6301018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -6301023.000000 Penalty: 12571.378906
	Iteration 39Q: 3 clusters Score -6301023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -6301024.000000 Penalty: 12571.378906
	Iteration 40F: 3 clusters Score -6301024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -6301023.000000 Penalty: 12571.378906
	Iteration 41Q: 3 clusters Score -6301023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -6301028.500000 Penalty: 12571.378906
	Iteration 42Q: 3 clusters Score -6301028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -6301031.000000 Penalty: 12571.378906
	Iteration 43Q: 3 clusters Score -6301031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -6301037.500000 Penalty: 12571.378906
	Iteration 44Q: 3 clusters Score -6301038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -6301031.000000 Penalty: 12571.378906
	Iteration 45Q: 3 clusters Score -6301031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -6301043.000000 Penalty: 12571.378906
	Iteration 46Q: 3 clusters Score -6301043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -6301043.000000 Penalty: 12571.378906
	Iteration 47Q: 3 clusters Score -6301043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -6301043.000000 Penalty: 12571.378906
	Iteration 48Q: 3 clusters Score -6301043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -6301044.500000 Penalty: 12571.378906
	Iteration 49Q: 3 clusters Score -6301044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -6301044.000000 Penalty: 12571.378906
	Iteration 50Q: 3 clusters Score -6301044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -6301040.500000 Penalty: 12571.378906
	Iteration 51Q: 3 clusters Score -6301040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -6301039.500000 Penalty: 12571.378906
	Iteration 52Q: 3 clusters Score -6301040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -6301048.000000 Penalty: 12571.378906
	Iteration 53Q: 3 clusters Score -6301048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -6301050.500000 Penalty: 12571.378906
	Iteration 54Q: 3 clusters Score -6301050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -6301049.000000 Penalty: 12571.378906
	Iteration 55Q: 3 clusters Score -6301049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -6301051.500000 Penalty: 12571.378906
	Iteration 56Q: 3 clusters Score -6301052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -6301050.500000 Penalty: 12571.378906
	Iteration 57Q: 3 clusters Score -6301050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -6301046.500000 Penalty: 12571.378906
	Iteration 58Q: 3 clusters Score -6301046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -6301051.500000 Penalty: 12571.378906
	Iteration 59Q: 3 clusters Score -6301052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -6301051.500000 Penalty: 12571.378906
	Iteration 60F: 3 clusters Score -6301052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -255445.453125 Penalty: 4335.484375
	Iteration 0F: 2 clusters Score -255445.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -251238.718750 Penalty: 8670.968750
	Iteration 0F: 3 clusters Score -251238.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -251755.437500 Penalty: 8670.968750
	Iteration 1F: 3 clusters Score -251755.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -252020.453125 Penalty: 8670.968750
	Iteration 2F: 3 clusters Score -252020.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -252241.093750 Penalty: 8670.968750
	Iteration 3F: 3 clusters Score -252241.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -252420.671875 Penalty: 8670.968750
	Iteration 4Q: 3 clusters Score -252420.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -252542.265625 Penalty: 8670.968750
	Iteration 5Q: 3 clusters Score -252542.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -252615.859375 Penalty: 8670.968750
	Iteration 6Q: 3 clusters Score -252615.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -252699.250000 Penalty: 8670.968750
	Iteration 7Q: 3 clusters Score -252699.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -252760.625000 Penalty: 8670.968750
	Iteration 8Q: 3 clusters Score -252760.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -252802.062500 Penalty: 8670.968750
	Iteration 9Q: 3 clusters Score -252802.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -252820.296875 Penalty: 8670.968750
	Iteration 10Q: 3 clusters Score -252820.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -252835.625000 Penalty: 8670.968750
	Iteration 11Q: 3 clusters Score -252835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -252850.062500 Penalty: 8670.968750
	Iteration 12Q: 3 clusters Score -252850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -252861.406250 Penalty: 8670.968750
	Iteration 13Q: 3 clusters Score -252861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -252868.281250 Penalty: 8670.968750
	Iteration 14Q: 3 clusters Score -252868.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -252872.171875 Penalty: 8670.968750
	Iteration 15Q: 3 clusters Score -252872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -252873.734375 Penalty: 8670.968750
	Iteration 16Q: 3 clusters Score -252873.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -252873.734375 Penalty: 8670.968750
	Iteration 17F: 3 clusters Score -252873.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Entering Unmasked Estep 
Score: -1850012.750000 Penalty: 5528.459961
	Iteration 0F: 2 clusters Score -1850013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1840840.500000 Penalty: 11056.919922
	Iteration 0F: 3 clusters Score -1840840 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1842574.875000 Penalty: 11056.919922
	Iteration 1F: 3 clusters Score -1842575 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1842978.000000 Penalty: 11056.919922
	Iteration 2F: 3 clusters Score -1842978 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1843187.875000 Penalty: 11056.919922
	Iteration 3Q: 3 clusters Score -1843188 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1843314.500000 Penalty: 11056.919922
	Iteration 4Q: 3 clusters Score -1843314 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1843401.125000 Penalty: 11056.919922
	Iteration 5Q: 3 clusters Score -1843401 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1843470.750000 Penalty: 11056.919922
	Iteration 6Q: 3 clusters Score -1843471 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1843514.875000 Penalty: 11056.919922
	Iteration 7Q: 3 clusters Score -1843515 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1843547.000000 Penalty: 11056.919922
	Iteration 8Q: 3 clusters Score -1843547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1843576.875000 Penalty: 11056.919922
	Iteration 9Q: 3 clusters Score -1843577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1843592.750000 Penalty: 11056.919922
	Iteration 10Q: 3 clusters Score -1843593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1843611.125000 Penalty: 11056.919922
	Iteration 11Q: 3 clusters Score -1843611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1843622.375000 Penalty: 11056.919922
	Iteration 12Q: 3 clusters Score -1843622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1843638.250000 Penalty: 11056.919922
	Iteration 13Q: 3 clusters Score -1843638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1843648.875000 Penalty: 11056.919922
	Iteration 14Q: 3 clusters Score -1843649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1843658.750000 Penalty: 11056.919922
	Iteration 15Q: 3 clusters Score -1843659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1843671.750000 Penalty: 11056.919922
	Iteration 16Q: 3 clusters Score -1843672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1843682.625000 Penalty: 11056.919922
	Iteration 17Q: 3 clusters Score -1843683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1843696.875000 Penalty: 11056.919922
	Iteration 18Q: 3 clusters Score -1843697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1843702.875000 Penalty: 11056.919922
	Iteration 19Q: 3 clusters Score -1843703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1843712.750000 Penalty: 11056.919922
	Iteration 20F: 3 clusters Score -1843713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1843722.500000 Penalty: 11056.919922
	Iteration 21Q: 3 clusters Score -1843722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1843730.000000 Penalty: 11056.919922
	Iteration 22Q: 3 clusters Score -1843730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1843739.750000 Penalty: 11056.919922
	Iteration 23Q: 3 clusters Score -1843740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1843741.375000 Penalty: 11056.919922
	Iteration 24Q: 3 clusters Score -1843741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1843743.125000 Penalty: 11056.919922
	Iteration 25Q: 3 clusters Score -1843743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1843747.000000 Penalty: 11056.919922
	Iteration 26Q: 3 clusters Score -1843747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1843753.250000 Penalty: 11056.919922
	Iteration 27Q: 3 clusters Score -1843753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1843758.750000 Penalty: 11056.919922
	Iteration 28Q: 3 clusters Score -1843759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1843769.750000 Penalty: 11056.919922
	Iteration 29Q: 3 clusters Score -1843770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1843769.625000 Penalty: 11056.919922
	Iteration 30Q: 3 clusters Score -1843770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1843775.875000 Penalty: 11056.919922
	Iteration 31Q: 3 clusters Score -1843776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1843776.375000 Penalty: 11056.919922
	Iteration 32Q: 3 clusters Score -1843776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1843779.250000 Penalty: 11056.919922
	Iteration 33Q: 3 clusters Score -1843779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1843780.875000 Penalty: 11056.919922
	Iteration 34Q: 3 clusters Score -1843781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1843781.125000 Penalty: 11056.919922
	Iteration 35Q: 3 clusters Score -1843781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1843784.375000 Penalty: 11056.919922
	Iteration 36Q: 3 clusters Score -1843784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1843787.750000 Penalty: 11056.919922
	Iteration 37Q: 3 clusters Score -1843788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1843787.125000 Penalty: 11056.919922
	Iteration 38Q: 3 clusters Score -1843787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1843793.250000 Penalty: 11056.919922
	Iteration 39Q: 3 clusters Score -1843793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1843792.875000 Penalty: 11056.919922
	Iteration 40F: 3 clusters Score -1843793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1843802.250000 Penalty: 11056.919922
	Iteration 41Q: 3 clusters Score -1843802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1843813.875000 Penalty: 11056.919922
	Iteration 42Q: 3 clusters Score -1843814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1843816.250000 Penalty: 11056.919922
	Iteration 43Q: 3 clusters Score -1843816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1843824.875000 Penalty: 11056.919922
	Iteration 44Q: 3 clusters Score -1843825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1843830.000000 Penalty: 11056.919922
	Iteration 45Q: 3 clusters Score -1843830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1843835.000000 Penalty: 11056.919922
	Iteration 46Q: 3 clusters Score -1843835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1843842.125000 Penalty: 11056.919922
	Iteration 47Q: 3 clusters Score -1843842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1843841.625000 Penalty: 11056.919922
	Iteration 48Q: 3 clusters Score -1843842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1843840.125000 Penalty: 11056.919922
	Iteration 49Q: 3 clusters Score -1843840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1843847.625000 Penalty: 11056.919922
	Iteration 50Q: 3 clusters Score -1843848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1843853.500000 Penalty: 11056.919922
	Iteration 51Q: 3 clusters Score -1843854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1843854.375000 Penalty: 11056.919922
	Iteration 52Q: 3 clusters Score -1843854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1843857.500000 Penalty: 11056.919922
	Iteration 53Q: 3 clusters Score -1843858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1843861.000000 Penalty: 11056.919922
	Iteration 54Q: 3 clusters Score -1843861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1843860.375000 Penalty: 11056.919922
	Iteration 55Q: 3 clusters Score -1843860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1843860.250000 Penalty: 11056.919922
	Iteration 56Q: 3 clusters Score -1843860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1843862.750000 Penalty: 11056.919922
	Iteration 57Q: 3 clusters Score -1843863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1843862.750000 Penalty: 11056.919922
	Iteration 58F: 3 clusters Score -1843863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Entering Unmasked Estep 
Score: -6929785.500000 Penalty: 6320.388672
	Iteration 0F: 2 clusters Score -6929786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -6906852.500000 Penalty: 12640.777344
	Iteration 0F: 3 clusters Score -6906852 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -6913625.000000 Penalty: 12640.777344
	Iteration 1F: 3 clusters Score -6913625 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -6914372.000000 Penalty: 12640.777344
	Iteration 2F: 3 clusters Score -6914372 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -6914880.500000 Penalty: 12640.777344
	Iteration 3Q: 3 clusters Score -6914880 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -6915232.500000 Penalty: 12640.777344
	Iteration 4Q: 3 clusters Score -6915232 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -6915533.000000 Penalty: 12640.777344
	Iteration 5Q: 3 clusters Score -6915533 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -6915826.000000 Penalty: 12640.777344
	Iteration 6Q: 3 clusters Score -6915826 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -6916111.000000 Penalty: 12640.777344
	Iteration 7Q: 3 clusters Score -6916111 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -6916366.500000 Penalty: 12640.777344
	Iteration 8Q: 3 clusters Score -6916366 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -6916669.500000 Penalty: 12640.777344
	Iteration 9Q: 3 clusters Score -6916670 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -6916985.500000 Penalty: 12640.777344
	Iteration 10Q: 3 clusters Score -6916986 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -6917381.500000 Penalty: 12640.777344
	Iteration 11Q: 3 clusters Score -6917382 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -6917782.000000 Penalty: 12640.777344
	Iteration 12Q: 3 clusters Score -6917782 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -6918151.000000 Penalty: 12640.777344
	Iteration 13Q: 3 clusters Score -6918151 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -6918538.000000 Penalty: 12640.777344
	Iteration 14Q: 3 clusters Score -6918538 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -6918984.500000 Penalty: 12640.777344
	Iteration 15Q: 3 clusters Score -6918984 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -6919551.000000 Penalty: 12640.777344
	Iteration 16Q: 3 clusters Score -6919551 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -6920452.000000 Penalty: 12640.777344
	Iteration 17Q: 3 clusters Score -6920452 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -6922096.500000 Penalty: 12640.777344
	Iteration 18Q: 3 clusters Score -6922096 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -6925041.000000 Penalty: 12640.777344
	Iteration 19Q: 3 clusters Score -6925041 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -6927248.500000 Penalty: 12640.777344
	Iteration 20F: 3 clusters Score -6927248 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -6928236.500000 Penalty: 12640.777344
	Iteration 21Q: 3 clusters Score -6928236 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -6928844.000000 Penalty: 12640.777344
	Iteration 22Q: 3 clusters Score -6928844 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -6929343.000000 Penalty: 12640.777344
	Iteration 23Q: 3 clusters Score -6929343 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -6929961.500000 Penalty: 12640.777344
	Iteration 24Q: 3 clusters Score -6929962 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -6930529.500000 Penalty: 12640.777344
	Iteration 25Q: 3 clusters Score -6930530 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -6930996.500000 Penalty: 12640.777344
	Iteration 26Q: 3 clusters Score -6930996 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -6931347.500000 Penalty: 12640.777344
	Iteration 27Q: 3 clusters Score -6931348 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -6931704.000000 Penalty: 12640.777344
	Iteration 28Q: 3 clusters Score -6931704 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -6931969.000000 Penalty: 12640.777344
	Iteration 29Q: 3 clusters Score -6931969 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -6932130.500000 Penalty: 12640.777344
	Iteration 30Q: 3 clusters Score -6932130 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -6932239.500000 Penalty: 12640.777344
	Iteration 31Q: 3 clusters Score -6932240 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -6932304.500000 Penalty: 12640.777344
	Iteration 32Q: 3 clusters Score -6932304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -6932347.000000 Penalty: 12640.777344
	Iteration 33Q: 3 clusters Score -6932347 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -6932379.500000 Penalty: 12640.777344
	Iteration 34Q: 3 clusters Score -6932380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -6932375.500000 Penalty: 12640.777344
	Iteration 35Q: 3 clusters Score -6932376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -6932376.000000 Penalty: 12640.777344
	Iteration 36Q: 3 clusters Score -6932376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -6932369.000000 Penalty: 12640.777344
	Iteration 37Q: 3 clusters Score -6932369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -6932372.500000 Penalty: 12640.777344
	Iteration 38Q: 3 clusters Score -6932372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -6932376.500000 Penalty: 12640.777344
	Iteration 39Q: 3 clusters Score -6932376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -6932420.000000 Penalty: 12640.777344
	Iteration 40F: 3 clusters Score -6932420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -6932451.000000 Penalty: 12640.777344
	Iteration 41Q: 3 clusters Score -6932451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -6932443.000000 Penalty: 12640.777344
	Iteration 42Q: 3 clusters Score -6932443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -6932442.000000 Penalty: 12640.777344
	Iteration 43Q: 3 clusters Score -6932442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -6932430.500000 Penalty: 12640.777344
	Iteration 44Q: 3 clusters Score -6932430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -6932429.000000 Penalty: 12640.777344
	Iteration 45Q: 3 clusters Score -6932429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -6932409.500000 Penalty: 12640.777344
	Iteration 46Q: 3 clusters Score -6932410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -6932409.500000 Penalty: 12640.777344
	Iteration 47Q: 3 clusters Score -6932410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -6932417.000000 Penalty: 12640.777344
	Iteration 48Q: 3 clusters Score -6932417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -6932417.000000 Penalty: 12640.777344
	Iteration 49F: 3 clusters Score -6932417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 16342 members 
Mstep: Class 5 contains 86152 members 
Mstep: Class 6 contains 8883 members 
Mstep: Class 7 contains 16010 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9882 members 
Mstep: Class 10 contains 10905 members 
Mstep: Class 11 contains 33937 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 23085 members 
Mstep: Class 14 contains 9290 members 
Mstep: Class 15 contains 124219 members 
Mstep: Class 16 contains 11249 members 
Mstep: Class 17 contains 124005 members 
Mstep: Class 18 contains 38077 members 
Mstep: Class 19 contains 21828 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43873 members 
Mstep: Class 22 contains 75344 members 
Mstep: Class 23 contains 12651 members 
Mstep: Class 24 contains 23801 members 
Mstep: Class 25 contains 115617 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59608 members 
Mstep: Class 28 contains 75511 members 
Mstep: Class 29 contains 53707 members 
Mstep: Class 30 contains 27056 members 
Mstep: Class 31 contains 65454 members 
Mstep: Class 32 contains 65689 members 
Mstep: Class 33 contains 13961 members 
Entering Unmasked Estep 
Score: -272460832.000000 Penalty: 283222.906250
Splitting cluster 4 changes total score from -272459680.000000 to -272460832.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 5 (86152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Entering Unmasked Estep 
Score: -19880436.000000 Penalty: 6960.369629
	Iteration 0F: 2 clusters Score -1.988044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -19821652.000000 Penalty: 13920.739258
	Iteration 0F: 3 clusters Score -1.982165e+07 nChanged 38890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -19842828.000000 Penalty: 13920.739258
	Iteration 1F: 3 clusters Score -1.984283e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -19843716.000000 Penalty: 13920.739258
	Iteration 2Q: 3 clusters Score -1.984372e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -19844550.000000 Penalty: 13920.739258
	Iteration 3Q: 3 clusters Score -1.984455e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -19845078.000000 Penalty: 13920.739258
	Iteration 4Q: 3 clusters Score -1.984508e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -19845664.000000 Penalty: 13920.739258
	Iteration 5Q: 3 clusters Score -1.984566e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -19846294.000000 Penalty: 13920.739258
	Iteration 6Q: 3 clusters Score -1.984629e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -19846890.000000 Penalty: 13920.739258
	Iteration 7Q: 3 clusters Score -1.984689e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -19847504.000000 Penalty: 13920.739258
	Iteration 8Q: 3 clusters Score -1.98475e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -19848456.000000 Penalty: 13920.739258
	Iteration 9Q: 3 clusters Score -1.984846e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -19849564.000000 Penalty: 13920.739258
	Iteration 10Q: 3 clusters Score -1.984956e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -19851158.000000 Penalty: 13920.739258
	Iteration 11Q: 3 clusters Score -1.985116e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -19853242.000000 Penalty: 13920.739258
	Iteration 12Q: 3 clusters Score -1.985324e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -19856018.000000 Penalty: 13920.739258
	Iteration 13F: 3 clusters Score -1.985602e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -19859430.000000 Penalty: 13920.739258
	Iteration 14F: 3 clusters Score -1.985943e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -19863402.000000 Penalty: 13920.739258
	Iteration 15F: 3 clusters Score -1.98634e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
Score: -19867032.000000 Penalty: 13920.739258
	Iteration 16F: 3 clusters Score -1.986703e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -19869980.000000 Penalty: 13920.739258
	Iteration 17Q: 3 clusters Score -1.986998e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -19871960.000000 Penalty: 13920.739258
	Iteration 18Q: 3 clusters Score -1.987196e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -19872880.000000 Penalty: 13920.739258
	Iteration 19Q: 3 clusters Score -1.987288e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -19873376.000000 Penalty: 13920.739258
	Iteration 20F: 3 clusters Score -1.987338e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -19873708.000000 Penalty: 13920.739258
	Iteration 21Q: 3 clusters Score -1.987371e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -19873944.000000 Penalty: 13920.739258
	Iteration 22Q: 3 clusters Score -1.987394e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -19874084.000000 Penalty: 13920.739258
	Iteration 23Q: 3 clusters Score -1.987408e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -19874198.000000 Penalty: 13920.739258
	Iteration 24Q: 3 clusters Score -1.98742e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -19874258.000000 Penalty: 13920.739258
	Iteration 25Q: 3 clusters Score -1.987426e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 85380 members 
Entering Unmasked Estep 
Score: -19874294.000000 Penalty: 13920.739258
	Iteration 26Q: 3 clusters Score -1.987429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -19874300.000000 Penalty: 13920.739258
	Iteration 27Q: 3 clusters Score -1.98743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -19874320.000000 Penalty: 13920.739258
	Iteration 28Q: 3 clusters Score -1.987432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -19874338.000000 Penalty: 13920.739258
	Iteration 29Q: 3 clusters Score -1.987434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -19874350.000000 Penalty: 13920.739258
	Iteration 30Q: 3 clusters Score -1.987435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 85427 members 
Entering Unmasked Estep 
Score: -19874340.000000 Penalty: 13920.739258
	Iteration 31Q: 3 clusters Score -1.987434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -19874344.000000 Penalty: 13920.739258
	Iteration 32Q: 3 clusters Score -1.987434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -19874354.000000 Penalty: 13920.739258
	Iteration 33Q: 3 clusters Score -1.987435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 85431 members 
Entering Unmasked Estep 
Score: -19874372.000000 Penalty: 13920.739258
	Iteration 34Q: 3 clusters Score -1.987437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -19874392.000000 Penalty: 13920.739258
	Iteration 35Q: 3 clusters Score -1.987439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -19874392.000000 Penalty: 13920.739258
	Iteration 36Q: 3 clusters Score -1.987439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -19874376.000000 Penalty: 13920.739258
	Iteration 37Q: 3 clusters Score -1.987438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -19874386.000000 Penalty: 13920.739258
	Iteration 38Q: 3 clusters Score -1.987439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -19874406.000000 Penalty: 13920.739258
	Iteration 39Q: 3 clusters Score -1.987441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -19874424.000000 Penalty: 13920.739258
	Iteration 40F: 3 clusters Score -1.987442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -19874408.000000 Penalty: 13920.739258
	Iteration 41Q: 3 clusters Score -1.987441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -19874422.000000 Penalty: 13920.739258
	Iteration 42Q: 3 clusters Score -1.987442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -19874426.000000 Penalty: 13920.739258
	Iteration 43Q: 3 clusters Score -1.987443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -19874430.000000 Penalty: 13920.739258
	Iteration 44Q: 3 clusters Score -1.987443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -19874436.000000 Penalty: 13920.739258
	Iteration 45Q: 3 clusters Score -1.987444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -19874442.000000 Penalty: 13920.739258
	Iteration 46Q: 3 clusters Score -1.987444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -19874442.000000 Penalty: 13920.739258
	Iteration 47F: 3 clusters Score -1.987444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Entering Unmasked Estep 
Score: -1973782.875000 Penalty: 5568.785156
	Iteration 0F: 2 clusters Score -1973783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1964157.250000 Penalty: 11137.570312
	Iteration 0F: 3 clusters Score -1964157 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1965945.750000 Penalty: 11137.570312
	Iteration 1F: 3 clusters Score -1965946 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1966384.000000 Penalty: 11137.570312
	Iteration 2F: 3 clusters Score -1966384 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1966671.625000 Penalty: 11137.570312
	Iteration 3F: 3 clusters Score -1966672 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1966858.750000 Penalty: 11137.570312
	Iteration 4Q: 3 clusters Score -1966859 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1967007.250000 Penalty: 11137.570312
	Iteration 5Q: 3 clusters Score -1967007 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1967126.875000 Penalty: 11137.570312
	Iteration 6Q: 3 clusters Score -1967127 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1967234.875000 Penalty: 11137.570312
	Iteration 7Q: 3 clusters Score -1967235 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1967316.625000 Penalty: 11137.570312
	Iteration 8Q: 3 clusters Score -1967317 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1967378.000000 Penalty: 11137.570312
	Iteration 9Q: 3 clusters Score -1967378 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1967428.750000 Penalty: 11137.570312
	Iteration 10Q: 3 clusters Score -1967429 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1967474.750000 Penalty: 11137.570312
	Iteration 11Q: 3 clusters Score -1967475 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1967515.125000 Penalty: 11137.570312
	Iteration 12Q: 3 clusters Score -1967515 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1967543.000000 Penalty: 11137.570312
	Iteration 13Q: 3 clusters Score -1967543 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1967574.875000 Penalty: 11137.570312
	Iteration 14Q: 3 clusters Score -1967575 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1967604.875000 Penalty: 11137.570312
	Iteration 15Q: 3 clusters Score -1967605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1967636.375000 Penalty: 11137.570312
	Iteration 16Q: 3 clusters Score -1967636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1967660.500000 Penalty: 11137.570312
	Iteration 17Q: 3 clusters Score -1967660 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1967698.375000 Penalty: 11137.570312
	Iteration 18Q: 3 clusters Score -1967698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1967717.875000 Penalty: 11137.570312
	Iteration 19Q: 3 clusters Score -1967718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1967739.875000 Penalty: 11137.570312
	Iteration 20F: 3 clusters Score -1967740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1967764.250000 Penalty: 11137.570312
	Iteration 21Q: 3 clusters Score -1967764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1967780.625000 Penalty: 11137.570312
	Iteration 22Q: 3 clusters Score -1967781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1967802.875000 Penalty: 11137.570312
	Iteration 23Q: 3 clusters Score -1967803 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1967823.375000 Penalty: 11137.570312
	Iteration 24Q: 3 clusters Score -1967823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1967834.000000 Penalty: 11137.570312
	Iteration 25Q: 3 clusters Score -1967834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1967847.375000 Penalty: 11137.570312
	Iteration 26Q: 3 clusters Score -1967847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1967864.750000 Penalty: 11137.570312
	Iteration 27Q: 3 clusters Score -1967865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1967871.625000 Penalty: 11137.570312
	Iteration 28Q: 3 clusters Score -1967872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1967877.250000 Penalty: 11137.570312
	Iteration 29Q: 3 clusters Score -1967877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1967884.125000 Penalty: 11137.570312
	Iteration 30Q: 3 clusters Score -1967884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1967886.875000 Penalty: 11137.570312
	Iteration 31Q: 3 clusters Score -1967887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1967897.375000 Penalty: 11137.570312
	Iteration 32Q: 3 clusters Score -1967897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1967906.875000 Penalty: 11137.570312
	Iteration 33Q: 3 clusters Score -1967907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1967905.375000 Penalty: 11137.570312
	Iteration 34Q: 3 clusters Score -1967905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1967913.750000 Penalty: 11137.570312
	Iteration 35Q: 3 clusters Score -1967914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1967917.250000 Penalty: 11137.570312
	Iteration 36Q: 3 clusters Score -1967917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1967930.125000 Penalty: 11137.570312
	Iteration 37Q: 3 clusters Score -1967930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1967936.625000 Penalty: 11137.570312
	Iteration 38Q: 3 clusters Score -1967937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1967939.125000 Penalty: 11137.570312
	Iteration 39Q: 3 clusters Score -1967939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1967943.375000 Penalty: 11137.570312
	Iteration 40F: 3 clusters Score -1967943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1967946.875000 Penalty: 11137.570312
	Iteration 41Q: 3 clusters Score -1967947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1967952.000000 Penalty: 11137.570312
	Iteration 42Q: 3 clusters Score -1967952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1967957.250000 Penalty: 11137.570312
	Iteration 43Q: 3 clusters Score -1967957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1967963.625000 Penalty: 11137.570312
	Iteration 44Q: 3 clusters Score -1967964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1967968.625000 Penalty: 11137.570312
	Iteration 45Q: 3 clusters Score -1967969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1967972.000000 Penalty: 11137.570312
	Iteration 46Q: 3 clusters Score -1967972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1967974.625000 Penalty: 11137.570312
	Iteration 47Q: 3 clusters Score -1967975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1967978.125000 Penalty: 11137.570312
	Iteration 48Q: 3 clusters Score -1967978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1967983.625000 Penalty: 11137.570312
	Iteration 49Q: 3 clusters Score -1967984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1967985.000000 Penalty: 11137.570312
	Iteration 50Q: 3 clusters Score -1967985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1967988.000000 Penalty: 11137.570312
	Iteration 51Q: 3 clusters Score -1967988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1967992.375000 Penalty: 11137.570312
	Iteration 52Q: 3 clusters Score -1967992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1967991.250000 Penalty: 11137.570312
	Iteration 53Q: 3 clusters Score -1967991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1967990.250000 Penalty: 11137.570312
	Iteration 54Q: 3 clusters Score -1967990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1967991.375000 Penalty: 11137.570312
	Iteration 55Q: 3 clusters Score -1967991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1967992.375000 Penalty: 11137.570312
	Iteration 56Q: 3 clusters Score -1967992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1967991.625000 Penalty: 11137.570312
	Iteration 57Q: 3 clusters Score -1967992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1967992.750000 Penalty: 11137.570312
	Iteration 58Q: 3 clusters Score -1967993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1967992.875000 Penalty: 11137.570312
	Iteration 59Q: 3 clusters Score -1967993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1967994.875000 Penalty: 11137.570312
	Iteration 60F: 3 clusters Score -1967995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Entering Unmasked Estep 
Score: -3625139.000000 Penalty: 5929.593750
	Iteration 0F: 2 clusters Score -3625139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3611069.250000 Penalty: 11859.187500
	Iteration 0F: 3 clusters Score -3611069 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3614506.000000 Penalty: 11859.187500
	Iteration 1F: 3 clusters Score -3614506 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3615046.250000 Penalty: 11859.187500
	Iteration 2F: 3 clusters Score -3615046 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -3615330.000000 Penalty: 11859.187500
	Iteration 3Q: 3 clusters Score -3615330 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3615538.250000 Penalty: 11859.187500
	Iteration 4Q: 3 clusters Score -3615538 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3615685.500000 Penalty: 11859.187500
	Iteration 5Q: 3 clusters Score -3615686 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -3615775.000000 Penalty: 11859.187500
	Iteration 6Q: 3 clusters Score -3615775 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3615875.000000 Penalty: 11859.187500
	Iteration 7Q: 3 clusters Score -3615875 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3615947.250000 Penalty: 11859.187500
	Iteration 8Q: 3 clusters Score -3615947 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3616032.500000 Penalty: 11859.187500
	Iteration 9Q: 3 clusters Score -3616032 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3616075.250000 Penalty: 11859.187500
	Iteration 10Q: 3 clusters Score -3616075 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3616123.250000 Penalty: 11859.187500
	Iteration 11Q: 3 clusters Score -3616123 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -3616184.750000 Penalty: 11859.187500
	Iteration 12Q: 3 clusters Score -3616185 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3616214.000000 Penalty: 11859.187500
	Iteration 13Q: 3 clusters Score -3616214 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3616268.500000 Penalty: 11859.187500
	Iteration 14Q: 3 clusters Score -3616268 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3616315.000000 Penalty: 11859.187500
	Iteration 15Q: 3 clusters Score -3616315 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3616352.000000 Penalty: 11859.187500
	Iteration 16Q: 3 clusters Score -3616352 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3616408.750000 Penalty: 11859.187500
	Iteration 17Q: 3 clusters Score -3616409 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3616440.750000 Penalty: 11859.187500
	Iteration 18Q: 3 clusters Score -3616441 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3616494.750000 Penalty: 11859.187500
	Iteration 19Q: 3 clusters Score -3616495 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3616548.250000 Penalty: 11859.187500
	Iteration 20F: 3 clusters Score -3616548 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3616599.250000 Penalty: 11859.187500
	Iteration 21Q: 3 clusters Score -3616599 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3616667.000000 Penalty: 11859.187500
	Iteration 22Q: 3 clusters Score -3616667 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3616738.750000 Penalty: 11859.187500
	Iteration 23Q: 3 clusters Score -3616739 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3616794.250000 Penalty: 11859.187500
	Iteration 24Q: 3 clusters Score -3616794 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3616879.250000 Penalty: 11859.187500
	Iteration 25Q: 3 clusters Score -3616879 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3616982.500000 Penalty: 11859.187500
	Iteration 26Q: 3 clusters Score -3616982 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3617112.000000 Penalty: 11859.187500
	Iteration 27Q: 3 clusters Score -3617112 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3617259.000000 Penalty: 11859.187500
	Iteration 28Q: 3 clusters Score -3617259 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3617437.750000 Penalty: 11859.187500
	Iteration 29Q: 3 clusters Score -3617438 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3617613.000000 Penalty: 11859.187500
	Iteration 30Q: 3 clusters Score -3617613 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3617804.500000 Penalty: 11859.187500
	Iteration 31Q: 3 clusters Score -3617804 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3618039.250000 Penalty: 11859.187500
	Iteration 32Q: 3 clusters Score -3618039 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3618232.750000 Penalty: 11859.187500
	Iteration 33Q: 3 clusters Score -3618233 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3618463.750000 Penalty: 11859.187500
	Iteration 34Q: 3 clusters Score -3618464 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3618715.750000 Penalty: 11859.187500
	Iteration 35Q: 3 clusters Score -3618716 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3618924.750000 Penalty: 11859.187500
	Iteration 36Q: 3 clusters Score -3618925 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3619096.250000 Penalty: 11859.187500
	Iteration 37Q: 3 clusters Score -3619096 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3619245.250000 Penalty: 11859.187500
	Iteration 38Q: 3 clusters Score -3619245 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3619334.500000 Penalty: 11859.187500
	Iteration 39Q: 3 clusters Score -3619334 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3619413.500000 Penalty: 11859.187500
	Iteration 40F: 3 clusters Score -3619414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3619494.750000 Penalty: 11859.187500
	Iteration 41Q: 3 clusters Score -3619495 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3619554.500000 Penalty: 11859.187500
	Iteration 42Q: 3 clusters Score -3619554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3619621.000000 Penalty: 11859.187500
	Iteration 43Q: 3 clusters Score -3619621 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3619667.750000 Penalty: 11859.187500
	Iteration 44Q: 3 clusters Score -3619668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3619698.750000 Penalty: 11859.187500
	Iteration 45Q: 3 clusters Score -3619699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3619755.250000 Penalty: 11859.187500
	Iteration 46Q: 3 clusters Score -3619755 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3619785.250000 Penalty: 11859.187500
	Iteration 47Q: 3 clusters Score -3619785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3619808.500000 Penalty: 11859.187500
	Iteration 48Q: 3 clusters Score -3619808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3619832.500000 Penalty: 11859.187500
	Iteration 49Q: 3 clusters Score -3619832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3619848.500000 Penalty: 11859.187500
	Iteration 50Q: 3 clusters Score -3619848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3619860.250000 Penalty: 11859.187500
	Iteration 51Q: 3 clusters Score -3619860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3619873.500000 Penalty: 11859.187500
	Iteration 52Q: 3 clusters Score -3619874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3619877.750000 Penalty: 11859.187500
	Iteration 53Q: 3 clusters Score -3619878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3619896.500000 Penalty: 11859.187500
	Iteration 54Q: 3 clusters Score -3619896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3619902.250000 Penalty: 11859.187500
	Iteration 55Q: 3 clusters Score -3619902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3619903.750000 Penalty: 11859.187500
	Iteration 56Q: 3 clusters Score -3619904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3619916.250000 Penalty: 11859.187500
	Iteration 57Q: 3 clusters Score -3619916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3619920.000000 Penalty: 11859.187500
	Iteration 58Q: 3 clusters Score -3619920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3619926.500000 Penalty: 11859.187500
	Iteration 59Q: 3 clusters Score -3619926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3619927.250000 Penalty: 11859.187500
	Iteration 60F: 3 clusters Score -3619927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -187400.468750 Penalty: 4167.146973
	Iteration 0F: 2 clusters Score -187400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -183563.937500 Penalty: 8334.293945
	Iteration 0F: 3 clusters Score -183563.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -183904.484375 Penalty: 8334.293945
	Iteration 1F: 3 clusters Score -183904.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -184030.453125 Penalty: 8334.293945
	Iteration 2Q: 3 clusters Score -184030.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -184102.828125 Penalty: 8334.293945
	Iteration 3Q: 3 clusters Score -184102.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -184162.906250 Penalty: 8334.293945
	Iteration 4Q: 3 clusters Score -184162.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -184230.781250 Penalty: 8334.293945
	Iteration 5Q: 3 clusters Score -184230.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -184259.218750 Penalty: 8334.293945
	Iteration 6Q: 3 clusters Score -184259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -184280.015625 Penalty: 8334.293945
	Iteration 7Q: 3 clusters Score -184280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -184284.859375 Penalty: 8334.293945
	Iteration 8Q: 3 clusters Score -184284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -184287.250000 Penalty: 8334.293945
	Iteration 9Q: 3 clusters Score -184287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -184287.250000 Penalty: 8334.293945
	Iteration 10F: 3 clusters Score -184287.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Entering Unmasked Estep 
Score: -2181090.250000 Penalty: 5634.062988
	Iteration 0F: 2 clusters Score -2181090 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 4958 members 
Entering Unmasked Estep 
Score: -2170840.000000 Penalty: 11268.125977
	Iteration 0F: 3 clusters Score -2170840 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2172947.750000 Penalty: 11268.125977
	Iteration 1F: 3 clusters Score -2172948 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2173377.500000 Penalty: 11268.125977
	Iteration 2F: 3 clusters Score -2173378 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2173635.000000 Penalty: 11268.125977
	Iteration 3Q: 3 clusters Score -2173635 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2173797.500000 Penalty: 11268.125977
	Iteration 4Q: 3 clusters Score -2173798 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2173925.000000 Penalty: 11268.125977
	Iteration 5Q: 3 clusters Score -2173925 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2174032.500000 Penalty: 11268.125977
	Iteration 6Q: 3 clusters Score -2174032 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2174090.500000 Penalty: 11268.125977
	Iteration 7Q: 3 clusters Score -2174090 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2174132.500000 Penalty: 11268.125977
	Iteration 8Q: 3 clusters Score -2174132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2174173.250000 Penalty: 11268.125977
	Iteration 9Q: 3 clusters Score -2174173 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2174205.750000 Penalty: 11268.125977
	Iteration 10Q: 3 clusters Score -2174206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2174244.000000 Penalty: 11268.125977
	Iteration 11Q: 3 clusters Score -2174244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2174269.500000 Penalty: 11268.125977
	Iteration 12Q: 3 clusters Score -2174270 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2174299.500000 Penalty: 11268.125977
	Iteration 13Q: 3 clusters Score -2174300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2174328.250000 Penalty: 11268.125977
	Iteration 14Q: 3 clusters Score -2174328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2174355.750000 Penalty: 11268.125977
	Iteration 15Q: 3 clusters Score -2174356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2174387.250000 Penalty: 11268.125977
	Iteration 16Q: 3 clusters Score -2174387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2174414.500000 Penalty: 11268.125977
	Iteration 17Q: 3 clusters Score -2174414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2174434.500000 Penalty: 11268.125977
	Iteration 18Q: 3 clusters Score -2174434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2174450.750000 Penalty: 11268.125977
	Iteration 19Q: 3 clusters Score -2174451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2174465.750000 Penalty: 11268.125977
	Iteration 20F: 3 clusters Score -2174466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2174481.500000 Penalty: 11268.125977
	Iteration 21Q: 3 clusters Score -2174482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2174497.250000 Penalty: 11268.125977
	Iteration 22Q: 3 clusters Score -2174497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2174520.750000 Penalty: 11268.125977
	Iteration 23Q: 3 clusters Score -2174521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2174535.500000 Penalty: 11268.125977
	Iteration 24Q: 3 clusters Score -2174536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2174553.250000 Penalty: 11268.125977
	Iteration 25Q: 3 clusters Score -2174553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2174578.750000 Penalty: 11268.125977
	Iteration 26Q: 3 clusters Score -2174579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2174606.000000 Penalty: 11268.125977
	Iteration 27Q: 3 clusters Score -2174606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2174635.500000 Penalty: 11268.125977
	Iteration 28Q: 3 clusters Score -2174636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2174659.750000 Penalty: 11268.125977
	Iteration 29Q: 3 clusters Score -2174660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2174677.250000 Penalty: 11268.125977
	Iteration 30Q: 3 clusters Score -2174677 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2174707.250000 Penalty: 11268.125977
	Iteration 31Q: 3 clusters Score -2174707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2174734.500000 Penalty: 11268.125977
	Iteration 32Q: 3 clusters Score -2174734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2174777.500000 Penalty: 11268.125977
	Iteration 33Q: 3 clusters Score -2174778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2174803.750000 Penalty: 11268.125977
	Iteration 34Q: 3 clusters Score -2174804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2174835.250000 Penalty: 11268.125977
	Iteration 35Q: 3 clusters Score -2174835 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2174869.500000 Penalty: 11268.125977
	Iteration 36Q: 3 clusters Score -2174870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2174903.500000 Penalty: 11268.125977
	Iteration 37Q: 3 clusters Score -2174904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2174930.000000 Penalty: 11268.125977
	Iteration 38Q: 3 clusters Score -2174930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2174965.500000 Penalty: 11268.125977
	Iteration 39Q: 3 clusters Score -2174966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2175004.250000 Penalty: 11268.125977
	Iteration 40F: 3 clusters Score -2175004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2175036.250000 Penalty: 11268.125977
	Iteration 41Q: 3 clusters Score -2175036 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2175065.000000 Penalty: 11268.125977
	Iteration 42Q: 3 clusters Score -2175065 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2175111.750000 Penalty: 11268.125977
	Iteration 43Q: 3 clusters Score -2175112 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2175166.250000 Penalty: 11268.125977
	Iteration 44Q: 3 clusters Score -2175166 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2175220.750000 Penalty: 11268.125977
	Iteration 45Q: 3 clusters Score -2175221 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2175270.750000 Penalty: 11268.125977
	Iteration 46Q: 3 clusters Score -2175271 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2175335.000000 Penalty: 11268.125977
	Iteration 47Q: 3 clusters Score -2175335 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2175389.250000 Penalty: 11268.125977
	Iteration 48Q: 3 clusters Score -2175389 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2175453.250000 Penalty: 11268.125977
	Iteration 49Q: 3 clusters Score -2175453 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2175506.000000 Penalty: 11268.125977
	Iteration 50Q: 3 clusters Score -2175506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2175565.750000 Penalty: 11268.125977
	Iteration 51Q: 3 clusters Score -2175566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2175610.250000 Penalty: 11268.125977
	Iteration 52Q: 3 clusters Score -2175610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2175649.750000 Penalty: 11268.125977
	Iteration 53Q: 3 clusters Score -2175650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2175706.500000 Penalty: 11268.125977
	Iteration 54Q: 3 clusters Score -2175706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2175752.750000 Penalty: 11268.125977
	Iteration 55Q: 3 clusters Score -2175753 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2175798.000000 Penalty: 11268.125977
	Iteration 56Q: 3 clusters Score -2175798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2175847.750000 Penalty: 11268.125977
	Iteration 57Q: 3 clusters Score -2175848 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2175897.000000 Penalty: 11268.125977
	Iteration 58Q: 3 clusters Score -2175897 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2175950.500000 Penalty: 11268.125977
	Iteration 59Q: 3 clusters Score -2175950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2175993.250000 Penalty: 11268.125977
	Iteration 60F: 3 clusters Score -2175993 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2176037.250000 Penalty: 11268.125977
	Iteration 61Q: 3 clusters Score -2176037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2176071.750000 Penalty: 11268.125977
	Iteration 62Q: 3 clusters Score -2176072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2176107.500000 Penalty: 11268.125977
	Iteration 63Q: 3 clusters Score -2176108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2176131.000000 Penalty: 11268.125977
	Iteration 64Q: 3 clusters Score -2176131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2176155.250000 Penalty: 11268.125977
	Iteration 65Q: 3 clusters Score -2176155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2176167.250000 Penalty: 11268.125977
	Iteration 66Q: 3 clusters Score -2176167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2176193.000000 Penalty: 11268.125977
	Iteration 67Q: 3 clusters Score -2176193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2176217.750000 Penalty: 11268.125977
	Iteration 68Q: 3 clusters Score -2176218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2176242.250000 Penalty: 11268.125977
	Iteration 69Q: 3 clusters Score -2176242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2176264.500000 Penalty: 11268.125977
	Iteration 70Q: 3 clusters Score -2176264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2176282.000000 Penalty: 11268.125977
	Iteration 71Q: 3 clusters Score -2176282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2176296.250000 Penalty: 11268.125977
	Iteration 72Q: 3 clusters Score -2176296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2176310.000000 Penalty: 11268.125977
	Iteration 73Q: 3 clusters Score -2176310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2176322.250000 Penalty: 11268.125977
	Iteration 74Q: 3 clusters Score -2176322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2176329.750000 Penalty: 11268.125977
	Iteration 75Q: 3 clusters Score -2176330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2176335.250000 Penalty: 11268.125977
	Iteration 76Q: 3 clusters Score -2176335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2176353.000000 Penalty: 11268.125977
	Iteration 77Q: 3 clusters Score -2176353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2176364.250000 Penalty: 11268.125977
	Iteration 78Q: 3 clusters Score -2176364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2176375.250000 Penalty: 11268.125977
	Iteration 79Q: 3 clusters Score -2176375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2176383.500000 Penalty: 11268.125977
	Iteration 80F: 3 clusters Score -2176384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2176400.000000 Penalty: 11268.125977
	Iteration 81Q: 3 clusters Score -2176400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2176414.500000 Penalty: 11268.125977
	Iteration 82Q: 3 clusters Score -2176414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2176422.750000 Penalty: 11268.125977
	Iteration 83Q: 3 clusters Score -2176423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2176434.000000 Penalty: 11268.125977
	Iteration 84Q: 3 clusters Score -2176434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2176439.750000 Penalty: 11268.125977
	Iteration 85Q: 3 clusters Score -2176440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2176447.750000 Penalty: 11268.125977
	Iteration 86Q: 3 clusters Score -2176448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2176466.000000 Penalty: 11268.125977
	Iteration 87Q: 3 clusters Score -2176466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2176489.000000 Penalty: 11268.125977
	Iteration 88Q: 3 clusters Score -2176489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2176527.000000 Penalty: 11268.125977
	Iteration 89Q: 3 clusters Score -2176527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2176542.250000 Penalty: 11268.125977
	Iteration 90Q: 3 clusters Score -2176542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2176562.500000 Penalty: 11268.125977
	Iteration 91Q: 3 clusters Score -2176562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2176576.000000 Penalty: 11268.125977
	Iteration 92Q: 3 clusters Score -2176576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2176586.250000 Penalty: 11268.125977
	Iteration 93Q: 3 clusters Score -2176586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2176594.750000 Penalty: 11268.125977
	Iteration 94Q: 3 clusters Score -2176595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2176597.000000 Penalty: 11268.125977
	Iteration 95Q: 3 clusters Score -2176597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2176598.750000 Penalty: 11268.125977
	Iteration 96Q: 3 clusters Score -2176599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2176605.000000 Penalty: 11268.125977
	Iteration 97Q: 3 clusters Score -2176605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2176612.000000 Penalty: 11268.125977
	Iteration 98Q: 3 clusters Score -2176612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2176614.750000 Penalty: 11268.125977
	Iteration 99Q: 3 clusters Score -2176615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2176621.250000 Penalty: 11268.125977
	Iteration 100F: 3 clusters Score -2176621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2176621.500000 Penalty: 11268.125977
	Iteration 101Q: 3 clusters Score -2176622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2176618.500000 Penalty: 11268.125977
	Iteration 102Q: 3 clusters Score -2176618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2176618.500000 Penalty: 11268.125977
	Iteration 103F: 3 clusters Score -2176618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Entering Unmasked Estep 
Score: -2312881.000000 Penalty: 5694.398438
	Iteration 0F: 2 clusters Score -2312881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2302101.750000 Penalty: 11388.796875
	Iteration 0F: 3 clusters Score -2302102 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2304427.500000 Penalty: 11388.796875
	Iteration 1F: 3 clusters Score -2304428 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2304935.000000 Penalty: 11388.796875
	Iteration 2F: 3 clusters Score -2304935 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2305267.500000 Penalty: 11388.796875
	Iteration 3F: 3 clusters Score -2305268 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2305540.250000 Penalty: 11388.796875
	Iteration 4Q: 3 clusters Score -2305540 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2305796.000000 Penalty: 11388.796875
	Iteration 5Q: 3 clusters Score -2305796 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2306093.250000 Penalty: 11388.796875
	Iteration 6Q: 3 clusters Score -2306093 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2306414.500000 Penalty: 11388.796875
	Iteration 7Q: 3 clusters Score -2306414 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2306797.500000 Penalty: 11388.796875
	Iteration 8Q: 3 clusters Score -2306798 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2307259.250000 Penalty: 11388.796875
	Iteration 9Q: 3 clusters Score -2307259 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2307818.500000 Penalty: 11388.796875
	Iteration 10Q: 3 clusters Score -2307818 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2308352.750000 Penalty: 11388.796875
	Iteration 11Q: 3 clusters Score -2308353 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2308780.750000 Penalty: 11388.796875
	Iteration 12Q: 3 clusters Score -2308781 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2309106.500000 Penalty: 11388.796875
	Iteration 13Q: 3 clusters Score -2309106 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2309352.000000 Penalty: 11388.796875
	Iteration 14Q: 3 clusters Score -2309352 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2309508.250000 Penalty: 11388.796875
	Iteration 15Q: 3 clusters Score -2309508 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2309622.500000 Penalty: 11388.796875
	Iteration 16Q: 3 clusters Score -2309622 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2309715.000000 Penalty: 11388.796875
	Iteration 17Q: 3 clusters Score -2309715 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2309766.000000 Penalty: 11388.796875
	Iteration 18Q: 3 clusters Score -2309766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2309817.000000 Penalty: 11388.796875
	Iteration 19Q: 3 clusters Score -2309817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2309850.250000 Penalty: 11388.796875
	Iteration 20F: 3 clusters Score -2309850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2309867.750000 Penalty: 11388.796875
	Iteration 21Q: 3 clusters Score -2309868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2309895.750000 Penalty: 11388.796875
	Iteration 22Q: 3 clusters Score -2309896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2309911.000000 Penalty: 11388.796875
	Iteration 23Q: 3 clusters Score -2309911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2309926.750000 Penalty: 11388.796875
	Iteration 24Q: 3 clusters Score -2309927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2309942.250000 Penalty: 11388.796875
	Iteration 25Q: 3 clusters Score -2309942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2309956.500000 Penalty: 11388.796875
	Iteration 26Q: 3 clusters Score -2309956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2309980.000000 Penalty: 11388.796875
	Iteration 27Q: 3 clusters Score -2309980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2309990.250000 Penalty: 11388.796875
	Iteration 28Q: 3 clusters Score -2309990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2310003.500000 Penalty: 11388.796875
	Iteration 29Q: 3 clusters Score -2310004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2310009.000000 Penalty: 11388.796875
	Iteration 30Q: 3 clusters Score -2310009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2310023.750000 Penalty: 11388.796875
	Iteration 31Q: 3 clusters Score -2310024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2310030.750000 Penalty: 11388.796875
	Iteration 32Q: 3 clusters Score -2310031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2310038.750000 Penalty: 11388.796875
	Iteration 33Q: 3 clusters Score -2310039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2310052.000000 Penalty: 11388.796875
	Iteration 34Q: 3 clusters Score -2310052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2310054.250000 Penalty: 11388.796875
	Iteration 35Q: 3 clusters Score -2310054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2310060.750000 Penalty: 11388.796875
	Iteration 36Q: 3 clusters Score -2310061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2310070.500000 Penalty: 11388.796875
	Iteration 37Q: 3 clusters Score -2310070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2310077.250000 Penalty: 11388.796875
	Iteration 38Q: 3 clusters Score -2310077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2310078.000000 Penalty: 11388.796875
	Iteration 39Q: 3 clusters Score -2310078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2310079.750000 Penalty: 11388.796875
	Iteration 40F: 3 clusters Score -2310080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2310083.500000 Penalty: 11388.796875
	Iteration 41Q: 3 clusters Score -2310084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2310083.500000 Penalty: 11388.796875
	Iteration 42Q: 3 clusters Score -2310084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2310087.750000 Penalty: 11388.796875
	Iteration 43Q: 3 clusters Score -2310088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2310087.000000 Penalty: 11388.796875
	Iteration 44Q: 3 clusters Score -2310087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2310086.000000 Penalty: 11388.796875
	Iteration 45Q: 3 clusters Score -2310086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2310088.000000 Penalty: 11388.796875
	Iteration 46Q: 3 clusters Score -2310088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2310091.750000 Penalty: 11388.796875
	Iteration 47Q: 3 clusters Score -2310092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2310089.000000 Penalty: 11388.796875
	Iteration 48Q: 3 clusters Score -2310089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2310092.000000 Penalty: 11388.796875
	Iteration 49Q: 3 clusters Score -2310092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2310098.250000 Penalty: 11388.796875
	Iteration 50Q: 3 clusters Score -2310098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2310099.500000 Penalty: 11388.796875
	Iteration 51Q: 3 clusters Score -2310100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2310099.500000 Penalty: 11388.796875
	Iteration 52F: 3 clusters Score -2310100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Entering Unmasked Estep 
Score: -7743514.500000 Penalty: 6389.760254
	Iteration 0F: 2 clusters Score -7743514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -7718165.000000 Penalty: 12779.520508
	Iteration 0F: 3 clusters Score -7718165 nChanged 14433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -7725724.000000 Penalty: 12779.520508
	Iteration 1F: 3 clusters Score -7725724 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -7726479.500000 Penalty: 12779.520508
	Iteration 2F: 3 clusters Score -7726480 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -7727028.000000 Penalty: 12779.520508
	Iteration 3Q: 3 clusters Score -7727028 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -7727385.500000 Penalty: 12779.520508
	Iteration 4Q: 3 clusters Score -7727386 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -7727605.000000 Penalty: 12779.520508
	Iteration 5Q: 3 clusters Score -7727605 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -7727779.500000 Penalty: 12779.520508
	Iteration 6Q: 3 clusters Score -7727780 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -7727936.000000 Penalty: 12779.520508
	Iteration 7Q: 3 clusters Score -7727936 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -7728053.000000 Penalty: 12779.520508
	Iteration 8Q: 3 clusters Score -7728053 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -7728152.500000 Penalty: 12779.520508
	Iteration 9Q: 3 clusters Score -7728152 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -7728255.500000 Penalty: 12779.520508
	Iteration 10Q: 3 clusters Score -7728256 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -7728310.500000 Penalty: 12779.520508
	Iteration 11Q: 3 clusters Score -7728310 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -7728400.500000 Penalty: 12779.520508
	Iteration 12Q: 3 clusters Score -7728400 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -7728439.000000 Penalty: 12779.520508
	Iteration 13Q: 3 clusters Score -7728439 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -7728500.500000 Penalty: 12779.520508
	Iteration 14Q: 3 clusters Score -7728500 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -7728562.000000 Penalty: 12779.520508
	Iteration 15Q: 3 clusters Score -7728562 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -7728627.000000 Penalty: 12779.520508
	Iteration 16Q: 3 clusters Score -7728627 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -7728690.000000 Penalty: 12779.520508
	Iteration 17Q: 3 clusters Score -7728690 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -7728734.500000 Penalty: 12779.520508
	Iteration 18Q: 3 clusters Score -7728734 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -7728813.500000 Penalty: 12779.520508
	Iteration 19Q: 3 clusters Score -7728814 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -7728854.000000 Penalty: 12779.520508
	Iteration 20F: 3 clusters Score -7728854 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -7728924.500000 Penalty: 12779.520508
	Iteration 21Q: 3 clusters Score -7728924 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -7729014.500000 Penalty: 12779.520508
	Iteration 22Q: 3 clusters Score -7729014 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -7729112.500000 Penalty: 12779.520508
	Iteration 23Q: 3 clusters Score -7729112 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -7729227.000000 Penalty: 12779.520508
	Iteration 24Q: 3 clusters Score -7729227 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -7729408.500000 Penalty: 12779.520508
	Iteration 25Q: 3 clusters Score -7729408 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -7729642.000000 Penalty: 12779.520508
	Iteration 26Q: 3 clusters Score -7729642 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -7729980.500000 Penalty: 12779.520508
	Iteration 27Q: 3 clusters Score -7729980 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -7730417.000000 Penalty: 12779.520508
	Iteration 28Q: 3 clusters Score -7730417 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -7731062.500000 Penalty: 12779.520508
	Iteration 29Q: 3 clusters Score -7731062 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -7731886.500000 Penalty: 12779.520508
	Iteration 30Q: 3 clusters Score -7731886 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -7732969.000000 Penalty: 12779.520508
	Iteration 31Q: 3 clusters Score -7732969 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -7734169.500000 Penalty: 12779.520508
	Iteration 32Q: 3 clusters Score -7734170 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -7735387.500000 Penalty: 12779.520508
	Iteration 33Q: 3 clusters Score -7735388 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -7736298.500000 Penalty: 12779.520508
	Iteration 34Q: 3 clusters Score -7736298 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -7736843.500000 Penalty: 12779.520508
	Iteration 35Q: 3 clusters Score -7736844 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -7737184.000000 Penalty: 12779.520508
	Iteration 36Q: 3 clusters Score -7737184 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -7737401.500000 Penalty: 12779.520508
	Iteration 37Q: 3 clusters Score -7737402 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -7737551.000000 Penalty: 12779.520508
	Iteration 38Q: 3 clusters Score -7737551 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -7737649.000000 Penalty: 12779.520508
	Iteration 39Q: 3 clusters Score -7737649 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -7737721.500000 Penalty: 12779.520508
	Iteration 40F: 3 clusters Score -7737722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -7737760.000000 Penalty: 12779.520508
	Iteration 41Q: 3 clusters Score -7737760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -7737816.500000 Penalty: 12779.520508
	Iteration 42Q: 3 clusters Score -7737816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -7737824.500000 Penalty: 12779.520508
	Iteration 43Q: 3 clusters Score -7737824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -7737830.500000 Penalty: 12779.520508
	Iteration 44Q: 3 clusters Score -7737830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -7737837.000000 Penalty: 12779.520508
	Iteration 45Q: 3 clusters Score -7737837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -7737868.500000 Penalty: 12779.520508
	Iteration 46Q: 3 clusters Score -7737868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -7737883.000000 Penalty: 12779.520508
	Iteration 47Q: 3 clusters Score -7737883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -7737891.500000 Penalty: 12779.520508
	Iteration 48Q: 3 clusters Score -7737892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -7737890.500000 Penalty: 12779.520508
	Iteration 49Q: 3 clusters Score -7737890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -7737891.500000 Penalty: 12779.520508
	Iteration 50Q: 3 clusters Score -7737892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -7737889.500000 Penalty: 12779.520508
	Iteration 51Q: 3 clusters Score -7737890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -7737896.500000 Penalty: 12779.520508
	Iteration 52Q: 3 clusters Score -7737896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -7737898.500000 Penalty: 12779.520508
	Iteration 53Q: 3 clusters Score -7737898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -7737906.500000 Penalty: 12779.520508
	Iteration 54Q: 3 clusters Score -7737906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -7737906.500000 Penalty: 12779.520508
	Iteration 55F: 3 clusters Score -7737906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Entering Unmasked Estep 
Score: -1927169.500000 Penalty: 5566.851562
	Iteration 0F: 2 clusters Score -1927170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1917697.250000 Penalty: 11133.703125
	Iteration 0F: 3 clusters Score -1917697 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1919653.875000 Penalty: 11133.703125
	Iteration 1F: 3 clusters Score -1919654 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1920140.375000 Penalty: 11133.703125
	Iteration 2F: 3 clusters Score -1920140 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1920456.500000 Penalty: 11133.703125
	Iteration 3F: 3 clusters Score -1920456 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1920747.000000 Penalty: 11133.703125
	Iteration 4Q: 3 clusters Score -1920747 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1921042.750000 Penalty: 11133.703125
	Iteration 5Q: 3 clusters Score -1921043 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1921343.000000 Penalty: 11133.703125
	Iteration 6Q: 3 clusters Score -1921343 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1921601.250000 Penalty: 11133.703125
	Iteration 7Q: 3 clusters Score -1921601 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1921852.250000 Penalty: 11133.703125
	Iteration 8Q: 3 clusters Score -1921852 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1922136.000000 Penalty: 11133.703125
	Iteration 9Q: 3 clusters Score -1922136 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1922411.625000 Penalty: 11133.703125
	Iteration 10Q: 3 clusters Score -1922412 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1922653.500000 Penalty: 11133.703125
	Iteration 11Q: 3 clusters Score -1922654 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1922864.375000 Penalty: 11133.703125
	Iteration 12Q: 3 clusters Score -1922864 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1923018.250000 Penalty: 11133.703125
	Iteration 13Q: 3 clusters Score -1923018 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1923141.250000 Penalty: 11133.703125
	Iteration 14Q: 3 clusters Score -1923141 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1923260.375000 Penalty: 11133.703125
	Iteration 15Q: 3 clusters Score -1923260 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1923333.375000 Penalty: 11133.703125
	Iteration 16Q: 3 clusters Score -1923333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1923405.000000 Penalty: 11133.703125
	Iteration 17Q: 3 clusters Score -1923405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1923449.750000 Penalty: 11133.703125
	Iteration 18Q: 3 clusters Score -1923450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1923478.250000 Penalty: 11133.703125
	Iteration 19Q: 3 clusters Score -1923478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1923496.500000 Penalty: 11133.703125
	Iteration 20F: 3 clusters Score -1923496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1923508.375000 Penalty: 11133.703125
	Iteration 21Q: 3 clusters Score -1923508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1923512.125000 Penalty: 11133.703125
	Iteration 22Q: 3 clusters Score -1923512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1923518.625000 Penalty: 11133.703125
	Iteration 23Q: 3 clusters Score -1923519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1923528.125000 Penalty: 11133.703125
	Iteration 24Q: 3 clusters Score -1923528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1923540.125000 Penalty: 11133.703125
	Iteration 25Q: 3 clusters Score -1923540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1923550.625000 Penalty: 11133.703125
	Iteration 26Q: 3 clusters Score -1923551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1923564.625000 Penalty: 11133.703125
	Iteration 27Q: 3 clusters Score -1923565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1923568.125000 Penalty: 11133.703125
	Iteration 28Q: 3 clusters Score -1923568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1923577.750000 Penalty: 11133.703125
	Iteration 29Q: 3 clusters Score -1923578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1923585.250000 Penalty: 11133.703125
	Iteration 30Q: 3 clusters Score -1923585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1923586.500000 Penalty: 11133.703125
	Iteration 31Q: 3 clusters Score -1923586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1923590.875000 Penalty: 11133.703125
	Iteration 32Q: 3 clusters Score -1923591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1923591.875000 Penalty: 11133.703125
	Iteration 33Q: 3 clusters Score -1923592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1923592.500000 Penalty: 11133.703125
	Iteration 34Q: 3 clusters Score -1923592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1923593.250000 Penalty: 11133.703125
	Iteration 35Q: 3 clusters Score -1923593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1923595.750000 Penalty: 11133.703125
	Iteration 36Q: 3 clusters Score -1923596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1923595.750000 Penalty: 11133.703125
	Iteration 37F: 3 clusters Score -1923596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Entering Unmasked Estep 
Score: -5179025.500000 Penalty: 6153.749512
	Iteration 0F: 2 clusters Score -5179026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -5160522.000000 Penalty: 12307.499023
	Iteration 0F: 3 clusters Score -5160522 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -5165687.000000 Penalty: 12307.499023
	Iteration 1F: 3 clusters Score -5165687 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -5166337.500000 Penalty: 12307.499023
	Iteration 2F: 3 clusters Score -5166338 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -5166761.000000 Penalty: 12307.499023
	Iteration 3Q: 3 clusters Score -5166761 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -5167092.000000 Penalty: 12307.499023
	Iteration 4Q: 3 clusters Score -5167092 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -5167354.000000 Penalty: 12307.499023
	Iteration 5Q: 3 clusters Score -5167354 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -5167556.000000 Penalty: 12307.499023
	Iteration 6Q: 3 clusters Score -5167556 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -5167724.000000 Penalty: 12307.499023
	Iteration 7Q: 3 clusters Score -5167724 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -5167885.000000 Penalty: 12307.499023
	Iteration 8Q: 3 clusters Score -5167885 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -5168046.000000 Penalty: 12307.499023
	Iteration 9Q: 3 clusters Score -5168046 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -5168257.000000 Penalty: 12307.499023
	Iteration 10Q: 3 clusters Score -5168257 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -5168503.500000 Penalty: 12307.499023
	Iteration 11Q: 3 clusters Score -5168504 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -5168809.500000 Penalty: 12307.499023
	Iteration 12Q: 3 clusters Score -5168810 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -5169178.000000 Penalty: 12307.499023
	Iteration 13Q: 3 clusters Score -5169178 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -5169631.000000 Penalty: 12307.499023
	Iteration 14Q: 3 clusters Score -5169631 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -5170229.500000 Penalty: 12307.499023
	Iteration 15Q: 3 clusters Score -5170230 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -5170930.500000 Penalty: 12307.499023
	Iteration 16Q: 3 clusters Score -5170930 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -5171584.500000 Penalty: 12307.499023
	Iteration 17Q: 3 clusters Score -5171584 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -5172197.000000 Penalty: 12307.499023
	Iteration 18Q: 3 clusters Score -5172197 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -5172712.000000 Penalty: 12307.499023
	Iteration 19Q: 3 clusters Score -5172712 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -5173071.500000 Penalty: 12307.499023
	Iteration 20F: 3 clusters Score -5173072 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -5173310.500000 Penalty: 12307.499023
	Iteration 21Q: 3 clusters Score -5173310 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -5173538.000000 Penalty: 12307.499023
	Iteration 22Q: 3 clusters Score -5173538 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -5173680.500000 Penalty: 12307.499023
	Iteration 23Q: 3 clusters Score -5173680 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -5173781.500000 Penalty: 12307.499023
	Iteration 24Q: 3 clusters Score -5173782 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -5173854.000000 Penalty: 12307.499023
	Iteration 25Q: 3 clusters Score -5173854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -5173935.500000 Penalty: 12307.499023
	Iteration 26Q: 3 clusters Score -5173936 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -5173999.500000 Penalty: 12307.499023
	Iteration 27Q: 3 clusters Score -5174000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -5174091.500000 Penalty: 12307.499023
	Iteration 28Q: 3 clusters Score -5174092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5174163.500000 Penalty: 12307.499023
	Iteration 29Q: 3 clusters Score -5174164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5174211.000000 Penalty: 12307.499023
	Iteration 30Q: 3 clusters Score -5174211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -5174243.500000 Penalty: 12307.499023
	Iteration 31Q: 3 clusters Score -5174244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5174278.000000 Penalty: 12307.499023
	Iteration 32Q: 3 clusters Score -5174278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -5174300.500000 Penalty: 12307.499023
	Iteration 33Q: 3 clusters Score -5174300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -5174315.500000 Penalty: 12307.499023
	Iteration 34Q: 3 clusters Score -5174316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5174328.000000 Penalty: 12307.499023
	Iteration 35Q: 3 clusters Score -5174328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5174342.500000 Penalty: 12307.499023
	Iteration 36Q: 3 clusters Score -5174342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -5174355.000000 Penalty: 12307.499023
	Iteration 37Q: 3 clusters Score -5174355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5174359.000000 Penalty: 12307.499023
	Iteration 38Q: 3 clusters Score -5174359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5174360.500000 Penalty: 12307.499023
	Iteration 39Q: 3 clusters Score -5174360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5174369.500000 Penalty: 12307.499023
	Iteration 40F: 3 clusters Score -5174370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5174362.000000 Penalty: 12307.499023
	Iteration 41Q: 3 clusters Score -5174362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5174369.000000 Penalty: 12307.499023
	Iteration 42Q: 3 clusters Score -5174369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -5174372.500000 Penalty: 12307.499023
	Iteration 43Q: 3 clusters Score -5174372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5174372.500000 Penalty: 12307.499023
	Iteration 44Q: 3 clusters Score -5174372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5174371.000000 Penalty: 12307.499023
	Iteration 45Q: 3 clusters Score -5174371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5174375.000000 Penalty: 12307.499023
	Iteration 46Q: 3 clusters Score -5174375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5174377.500000 Penalty: 12307.499023
	Iteration 47Q: 3 clusters Score -5174378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -5174381.000000 Penalty: 12307.499023
	Iteration 48Q: 3 clusters Score -5174381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -5174376.500000 Penalty: 12307.499023
	Iteration 49Q: 3 clusters Score -5174376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5174378.000000 Penalty: 12307.499023
	Iteration 50Q: 3 clusters Score -5174378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5174378.500000 Penalty: 12307.499023
	Iteration 51Q: 3 clusters Score -5174378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5174383.500000 Penalty: 12307.499023
	Iteration 52Q: 3 clusters Score -5174384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5174383.000000 Penalty: 12307.499023
	Iteration 53Q: 3 clusters Score -5174383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5174383.000000 Penalty: 12307.499023
	Iteration 54F: 3 clusters Score -5174383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Entering Unmasked Estep 
Score: -2059431.375000 Penalty: 5596.225098
	Iteration 0F: 2 clusters Score -2059431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2049546.875000 Penalty: 11192.450195
	Iteration 0F: 3 clusters Score -2049547 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2051538.875000 Penalty: 11192.450195
	Iteration 1F: 3 clusters Score -2051539 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2052027.125000 Penalty: 11192.450195
	Iteration 2F: 3 clusters Score -2052027 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2052291.875000 Penalty: 11192.450195
	Iteration 3Q: 3 clusters Score -2052292 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2052442.125000 Penalty: 11192.450195
	Iteration 4Q: 3 clusters Score -2052442 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2052556.125000 Penalty: 11192.450195
	Iteration 5Q: 3 clusters Score -2052556 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2052643.375000 Penalty: 11192.450195
	Iteration 6Q: 3 clusters Score -2052643 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2052717.500000 Penalty: 11192.450195
	Iteration 7Q: 3 clusters Score -2052718 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2052769.125000 Penalty: 11192.450195
	Iteration 8Q: 3 clusters Score -2052769 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2052834.625000 Penalty: 11192.450195
	Iteration 9Q: 3 clusters Score -2052835 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2052899.750000 Penalty: 11192.450195
	Iteration 10Q: 3 clusters Score -2052900 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2052961.875000 Penalty: 11192.450195
	Iteration 11Q: 3 clusters Score -2052962 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2053020.625000 Penalty: 11192.450195
	Iteration 12Q: 3 clusters Score -2053021 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2053080.375000 Penalty: 11192.450195
	Iteration 13Q: 3 clusters Score -2053080 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2053133.500000 Penalty: 11192.450195
	Iteration 14Q: 3 clusters Score -2053134 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2053190.125000 Penalty: 11192.450195
	Iteration 15Q: 3 clusters Score -2053190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2053238.000000 Penalty: 11192.450195
	Iteration 16Q: 3 clusters Score -2053238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2053265.375000 Penalty: 11192.450195
	Iteration 17Q: 3 clusters Score -2053265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2053300.750000 Penalty: 11192.450195
	Iteration 18Q: 3 clusters Score -2053301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2053323.375000 Penalty: 11192.450195
	Iteration 19Q: 3 clusters Score -2053323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2053344.750000 Penalty: 11192.450195
	Iteration 20F: 3 clusters Score -2053345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2053355.750000 Penalty: 11192.450195
	Iteration 21Q: 3 clusters Score -2053356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2053370.250000 Penalty: 11192.450195
	Iteration 22Q: 3 clusters Score -2053370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2053384.625000 Penalty: 11192.450195
	Iteration 23Q: 3 clusters Score -2053385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2053393.875000 Penalty: 11192.450195
	Iteration 24Q: 3 clusters Score -2053394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2053410.375000 Penalty: 11192.450195
	Iteration 25Q: 3 clusters Score -2053410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2053424.125000 Penalty: 11192.450195
	Iteration 26Q: 3 clusters Score -2053424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2053440.000000 Penalty: 11192.450195
	Iteration 27Q: 3 clusters Score -2053440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2053445.500000 Penalty: 11192.450195
	Iteration 28Q: 3 clusters Score -2053446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2053452.375000 Penalty: 11192.450195
	Iteration 29Q: 3 clusters Score -2053452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2053467.625000 Penalty: 11192.450195
	Iteration 30Q: 3 clusters Score -2053468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2053478.750000 Penalty: 11192.450195
	Iteration 31Q: 3 clusters Score -2053479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2053489.250000 Penalty: 11192.450195
	Iteration 32Q: 3 clusters Score -2053489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2053501.750000 Penalty: 11192.450195
	Iteration 33Q: 3 clusters Score -2053502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2053517.125000 Penalty: 11192.450195
	Iteration 34Q: 3 clusters Score -2053517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2053524.500000 Penalty: 11192.450195
	Iteration 35Q: 3 clusters Score -2053524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2053534.250000 Penalty: 11192.450195
	Iteration 36Q: 3 clusters Score -2053534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2053539.250000 Penalty: 11192.450195
	Iteration 37Q: 3 clusters Score -2053539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2053543.000000 Penalty: 11192.450195
	Iteration 38Q: 3 clusters Score -2053543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2053547.625000 Penalty: 11192.450195
	Iteration 39Q: 3 clusters Score -2053548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2053560.625000 Penalty: 11192.450195
	Iteration 40F: 3 clusters Score -2053561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2053565.500000 Penalty: 11192.450195
	Iteration 41Q: 3 clusters Score -2053566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2053566.625000 Penalty: 11192.450195
	Iteration 42Q: 3 clusters Score -2053567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2053572.875000 Penalty: 11192.450195
	Iteration 43Q: 3 clusters Score -2053573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2053576.375000 Penalty: 11192.450195
	Iteration 44Q: 3 clusters Score -2053576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2053583.000000 Penalty: 11192.450195
	Iteration 45Q: 3 clusters Score -2053583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2053592.375000 Penalty: 11192.450195
	Iteration 46Q: 3 clusters Score -2053592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2053608.250000 Penalty: 11192.450195
	Iteration 47Q: 3 clusters Score -2053608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2053614.500000 Penalty: 11192.450195
	Iteration 48Q: 3 clusters Score -2053614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2053618.750000 Penalty: 11192.450195
	Iteration 49Q: 3 clusters Score -2053619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2053627.750000 Penalty: 11192.450195
	Iteration 50Q: 3 clusters Score -2053628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2053633.000000 Penalty: 11192.450195
	Iteration 51Q: 3 clusters Score -2053633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2053637.125000 Penalty: 11192.450195
	Iteration 52Q: 3 clusters Score -2053637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2053640.625000 Penalty: 11192.450195
	Iteration 53Q: 3 clusters Score -2053641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2053640.750000 Penalty: 11192.450195
	Iteration 54Q: 3 clusters Score -2053641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2053640.875000 Penalty: 11192.450195
	Iteration 55Q: 3 clusters Score -2053641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2053643.625000 Penalty: 11192.450195
	Iteration 56Q: 3 clusters Score -2053644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2053641.250000 Penalty: 11192.450195
	Iteration 57Q: 3 clusters Score -2053641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2053642.000000 Penalty: 11192.450195
	Iteration 58Q: 3 clusters Score -2053642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2053642.500000 Penalty: 11192.450195
	Iteration 59Q: 3 clusters Score -2053642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2053645.000000 Penalty: 11192.450195
	Iteration 60F: 3 clusters Score -2053645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2053646.000000 Penalty: 11192.450195
	Iteration 61Q: 3 clusters Score -2053646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2053649.250000 Penalty: 11192.450195
	Iteration 62Q: 3 clusters Score -2053649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2053653.000000 Penalty: 11192.450195
	Iteration 63Q: 3 clusters Score -2053653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2053652.625000 Penalty: 11192.450195
	Iteration 64Q: 3 clusters Score -2053653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2053654.000000 Penalty: 11192.450195
	Iteration 65Q: 3 clusters Score -2053654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2053656.250000 Penalty: 11192.450195
	Iteration 66Q: 3 clusters Score -2053656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2053661.500000 Penalty: 11192.450195
	Iteration 67Q: 3 clusters Score -2053662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2053670.750000 Penalty: 11192.450195
	Iteration 68Q: 3 clusters Score -2053671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2053673.625000 Penalty: 11192.450195
	Iteration 69Q: 3 clusters Score -2053674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2053677.875000 Penalty: 11192.450195
	Iteration 70Q: 3 clusters Score -2053678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2053682.500000 Penalty: 11192.450195
	Iteration 71Q: 3 clusters Score -2053682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2053687.875000 Penalty: 11192.450195
	Iteration 72Q: 3 clusters Score -2053688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2053700.750000 Penalty: 11192.450195
	Iteration 73Q: 3 clusters Score -2053701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2053705.250000 Penalty: 11192.450195
	Iteration 74Q: 3 clusters Score -2053705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2053708.875000 Penalty: 11192.450195
	Iteration 75Q: 3 clusters Score -2053709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2053716.000000 Penalty: 11192.450195
	Iteration 76Q: 3 clusters Score -2053716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2053716.375000 Penalty: 11192.450195
	Iteration 77Q: 3 clusters Score -2053716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2053724.375000 Penalty: 11192.450195
	Iteration 78Q: 3 clusters Score -2053724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2053728.875000 Penalty: 11192.450195
	Iteration 79Q: 3 clusters Score -2053729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2053734.250000 Penalty: 11192.450195
	Iteration 80F: 3 clusters Score -2053734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2053735.000000 Penalty: 11192.450195
	Iteration 81Q: 3 clusters Score -2053735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2053733.875000 Penalty: 11192.450195
	Iteration 82Q: 3 clusters Score -2053734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2053738.000000 Penalty: 11192.450195
	Iteration 83Q: 3 clusters Score -2053738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2053738.875000 Penalty: 11192.450195
	Iteration 84Q: 3 clusters Score -2053739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2053737.500000 Penalty: 11192.450195
	Iteration 85Q: 3 clusters Score -2053738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2053737.500000 Penalty: 11192.450195
	Iteration 86F: 3 clusters Score -2053738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (124219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124219 members 
Entering Unmasked Estep 
Score: -28607430.000000 Penalty: 7184.503418
	Iteration 0F: 2 clusters Score -2.860743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -28525728.000000 Penalty: 14369.006836
	Iteration 0F: 3 clusters Score -2.852573e+07 nChanged 57549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -28557848.000000 Penalty: 14369.006836
	Iteration 1F: 3 clusters Score -2.855785e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -28559182.000000 Penalty: 14369.006836
	Iteration 2Q: 3 clusters Score -2.855918e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -28560814.000000 Penalty: 14369.006836
	Iteration 3Q: 3 clusters Score -2.856081e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -28563490.000000 Penalty: 14369.006836
	Iteration 4Q: 3 clusters Score -2.856349e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -28566832.000000 Penalty: 14369.006836
	Iteration 5F: 3 clusters Score -2.856683e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -28571486.000000 Penalty: 14369.006836
	Iteration 6F: 3 clusters Score -2.857149e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -28576448.000000 Penalty: 14369.006836
	Iteration 7F: 3 clusters Score -2.857645e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -28581114.000000 Penalty: 14369.006836
	Iteration 8F: 3 clusters Score -2.858111e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 85635 members 
Entering Unmasked Estep 
Score: -28585668.000000 Penalty: 14369.006836
	Iteration 9F: 3 clusters Score -2.858567e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 91004 members 
Entering Unmasked Estep 
Score: -28589610.000000 Penalty: 14369.006836
	Iteration 10F: 3 clusters Score -2.858961e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -28593238.000000 Penalty: 14369.006836
	Iteration 11Q: 3 clusters Score -2.859324e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -28596262.000000 Penalty: 14369.006836
	Iteration 12Q: 3 clusters Score -2.859626e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 104085 members 
Entering Unmasked Estep 
Score: -28598572.000000 Penalty: 14369.006836
	Iteration 13Q: 3 clusters Score -2.859857e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -28600298.000000 Penalty: 14369.006836
	Iteration 14Q: 3 clusters Score -2.86003e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 109325 members 
Entering Unmasked Estep 
Score: -28601698.000000 Penalty: 14369.006836
	Iteration 15Q: 3 clusters Score -2.86017e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -28602838.000000 Penalty: 14369.006836
	Iteration 16Q: 3 clusters Score -2.860284e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 112567 members 
Entering Unmasked Estep 
Score: -28603712.000000 Penalty: 14369.006836
	Iteration 17Q: 3 clusters Score -2.860371e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 113619 members 
Entering Unmasked Estep 
Score: -28604336.000000 Penalty: 14369.006836
	Iteration 18Q: 3 clusters Score -2.860434e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 114458 members 
Entering Unmasked Estep 
Score: -28604694.000000 Penalty: 14369.006836
	Iteration 19Q: 3 clusters Score -2.860469e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 115106 members 
Entering Unmasked Estep 
Score: -28605032.000000 Penalty: 14369.006836
	Iteration 20F: 3 clusters Score -2.860503e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -28605382.000000 Penalty: 14369.006836
	Iteration 21Q: 3 clusters Score -2.860538e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 116089 members 
Entering Unmasked Estep 
Score: -28605624.000000 Penalty: 14369.006836
	Iteration 22Q: 3 clusters Score -2.860562e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 116440 members 
Entering Unmasked Estep 
Score: -28605830.000000 Penalty: 14369.006836
	Iteration 23Q: 3 clusters Score -2.860583e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
Score: -28605966.000000 Penalty: 14369.006836
	Iteration 24Q: 3 clusters Score -2.860597e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -28606000.000000 Penalty: 14369.006836
	Iteration 25Q: 3 clusters Score -2.8606e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 117030 members 
Entering Unmasked Estep 
Score: -28606024.000000 Penalty: 14369.006836
	Iteration 26Q: 3 clusters Score -2.860602e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -28606066.000000 Penalty: 14369.006836
	Iteration 27Q: 3 clusters Score -2.860607e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 117158 members 
Entering Unmasked Estep 
Score: -28606070.000000 Penalty: 14369.006836
	Iteration 28Q: 3 clusters Score -2.860607e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -28606094.000000 Penalty: 14369.006836
	Iteration 29Q: 3 clusters Score -2.860609e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -28606112.000000 Penalty: 14369.006836
	Iteration 30Q: 3 clusters Score -2.860611e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 117284 members 
Entering Unmasked Estep 
Score: -28606096.000000 Penalty: 14369.006836
	Iteration 31Q: 3 clusters Score -2.86061e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 117310 members 
Entering Unmasked Estep 
Score: -28606110.000000 Penalty: 14369.006836
	Iteration 32Q: 3 clusters Score -2.860611e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 117333 members 
Entering Unmasked Estep 
Score: -28606154.000000 Penalty: 14369.006836
	Iteration 33Q: 3 clusters Score -2.860615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 117348 members 
Entering Unmasked Estep 
Score: -28606124.000000 Penalty: 14369.006836
	Iteration 34Q: 3 clusters Score -2.860612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 117355 members 
Entering Unmasked Estep 
Score: -28606152.000000 Penalty: 14369.006836
	Iteration 35Q: 3 clusters Score -2.860615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -28606134.000000 Penalty: 14369.006836
	Iteration 36Q: 3 clusters Score -2.860613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -28606126.000000 Penalty: 14369.006836
	Iteration 37Q: 3 clusters Score -2.860613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 117381 members 
Entering Unmasked Estep 
Score: -28606160.000000 Penalty: 14369.006836
	Iteration 38Q: 3 clusters Score -2.860616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -28606170.000000 Penalty: 14369.006836
	Iteration 39Q: 3 clusters Score -2.860617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -28606168.000000 Penalty: 14369.006836
	Iteration 40F: 3 clusters Score -2.860617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -28606162.000000 Penalty: 14369.006836
	Iteration 41Q: 3 clusters Score -2.860616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -28606158.000000 Penalty: 14369.006836
	Iteration 42Q: 3 clusters Score -2.860616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 117401 members 
Entering Unmasked Estep 
Score: -28606158.000000 Penalty: 14369.006836
	Iteration 43Q: 3 clusters Score -2.860616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 117401 members 
Entering Unmasked Estep 
Score: -28606158.000000 Penalty: 14369.006836
	Iteration 44F: 3 clusters Score -2.860616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Entering Unmasked Estep 
Score: -2563708.500000 Penalty: 5713.420898
	Iteration 0F: 2 clusters Score -2563708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2552620.250000 Penalty: 11426.841797
	Iteration 0F: 3 clusters Score -2552620 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2555107.500000 Penalty: 11426.841797
	Iteration 1F: 3 clusters Score -2555108 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2555663.750000 Penalty: 11426.841797
	Iteration 2F: 3 clusters Score -2555664 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2556027.250000 Penalty: 11426.841797
	Iteration 3F: 3 clusters Score -2556027 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2556322.500000 Penalty: 11426.841797
	Iteration 4Q: 3 clusters Score -2556322 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2556558.000000 Penalty: 11426.841797
	Iteration 5Q: 3 clusters Score -2556558 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2556759.000000 Penalty: 11426.841797
	Iteration 6Q: 3 clusters Score -2556759 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2556931.500000 Penalty: 11426.841797
	Iteration 7Q: 3 clusters Score -2556932 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2557104.250000 Penalty: 11426.841797
	Iteration 8Q: 3 clusters Score -2557104 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2557242.750000 Penalty: 11426.841797
	Iteration 9Q: 3 clusters Score -2557243 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2557381.500000 Penalty: 11426.841797
	Iteration 10Q: 3 clusters Score -2557382 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2557521.000000 Penalty: 11426.841797
	Iteration 11Q: 3 clusters Score -2557521 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2557642.500000 Penalty: 11426.841797
	Iteration 12Q: 3 clusters Score -2557642 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2557748.250000 Penalty: 11426.841797
	Iteration 13Q: 3 clusters Score -2557748 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2557827.750000 Penalty: 11426.841797
	Iteration 14Q: 3 clusters Score -2557828 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2557905.750000 Penalty: 11426.841797
	Iteration 15Q: 3 clusters Score -2557906 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2557980.000000 Penalty: 11426.841797
	Iteration 16Q: 3 clusters Score -2557980 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2558029.250000 Penalty: 11426.841797
	Iteration 17Q: 3 clusters Score -2558029 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2558093.250000 Penalty: 11426.841797
	Iteration 18Q: 3 clusters Score -2558093 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2558148.500000 Penalty: 11426.841797
	Iteration 19Q: 3 clusters Score -2558148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2558199.000000 Penalty: 11426.841797
	Iteration 20F: 3 clusters Score -2558199 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2558235.750000 Penalty: 11426.841797
	Iteration 21Q: 3 clusters Score -2558236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2558266.750000 Penalty: 11426.841797
	Iteration 22Q: 3 clusters Score -2558267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2558293.250000 Penalty: 11426.841797
	Iteration 23Q: 3 clusters Score -2558293 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2558314.500000 Penalty: 11426.841797
	Iteration 24Q: 3 clusters Score -2558314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2558329.500000 Penalty: 11426.841797
	Iteration 25Q: 3 clusters Score -2558330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2558344.750000 Penalty: 11426.841797
	Iteration 26Q: 3 clusters Score -2558345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2558359.750000 Penalty: 11426.841797
	Iteration 27Q: 3 clusters Score -2558360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2558363.500000 Penalty: 11426.841797
	Iteration 28Q: 3 clusters Score -2558364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2558374.500000 Penalty: 11426.841797
	Iteration 29Q: 3 clusters Score -2558374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2558385.500000 Penalty: 11426.841797
	Iteration 30Q: 3 clusters Score -2558386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2558385.250000 Penalty: 11426.841797
	Iteration 31Q: 3 clusters Score -2558385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2558379.750000 Penalty: 11426.841797
	Iteration 32Q: 3 clusters Score -2558380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2558386.000000 Penalty: 11426.841797
	Iteration 33Q: 3 clusters Score -2558386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2558396.250000 Penalty: 11426.841797
	Iteration 34Q: 3 clusters Score -2558396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2558398.000000 Penalty: 11426.841797
	Iteration 35Q: 3 clusters Score -2558398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2558401.250000 Penalty: 11426.841797
	Iteration 36Q: 3 clusters Score -2558401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2558403.000000 Penalty: 11426.841797
	Iteration 37Q: 3 clusters Score -2558403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2558408.500000 Penalty: 11426.841797
	Iteration 38Q: 3 clusters Score -2558408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2558420.000000 Penalty: 11426.841797
	Iteration 39Q: 3 clusters Score -2558420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2558424.500000 Penalty: 11426.841797
	Iteration 40F: 3 clusters Score -2558424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2558436.750000 Penalty: 11426.841797
	Iteration 41Q: 3 clusters Score -2558437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2558444.000000 Penalty: 11426.841797
	Iteration 42Q: 3 clusters Score -2558444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2558453.500000 Penalty: 11426.841797
	Iteration 43Q: 3 clusters Score -2558454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2558450.750000 Penalty: 11426.841797
	Iteration 44Q: 3 clusters Score -2558451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2558451.250000 Penalty: 11426.841797
	Iteration 45Q: 3 clusters Score -2558451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2558464.000000 Penalty: 11426.841797
	Iteration 46Q: 3 clusters Score -2558464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2558465.500000 Penalty: 11426.841797
	Iteration 47Q: 3 clusters Score -2558466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2558464.000000 Penalty: 11426.841797
	Iteration 48Q: 3 clusters Score -2558464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2558469.000000 Penalty: 11426.841797
	Iteration 49Q: 3 clusters Score -2558469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2558462.000000 Penalty: 11426.841797
	Iteration 50Q: 3 clusters Score -2558462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2558473.000000 Penalty: 11426.841797
	Iteration 51Q: 3 clusters Score -2558473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2558469.000000 Penalty: 11426.841797
	Iteration 52Q: 3 clusters Score -2558469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2558471.250000 Penalty: 11426.841797
	Iteration 53Q: 3 clusters Score -2558471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2558472.250000 Penalty: 11426.841797
	Iteration 54Q: 3 clusters Score -2558472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2558472.250000 Penalty: 11426.841797
	Iteration 55F: 3 clusters Score -2558472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124005 members 
Entering Unmasked Estep 
Score: -28397384.000000 Penalty: 7183.447266
	Iteration 0F: 2 clusters Score -2.839738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -28315814.000000 Penalty: 14366.894531
	Iteration 0F: 3 clusters Score -2.831581e+07 nChanged 57351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -28347628.000000 Penalty: 14366.894531
	Iteration 1F: 3 clusters Score -2.834763e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -28348966.000000 Penalty: 14366.894531
	Iteration 2Q: 3 clusters Score -2.834897e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -28350166.000000 Penalty: 14366.894531
	Iteration 3Q: 3 clusters Score -2.835017e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -28351638.000000 Penalty: 14366.894531
	Iteration 4Q: 3 clusters Score -2.835164e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -28353322.000000 Penalty: 14366.894531
	Iteration 5Q: 3 clusters Score -2.835332e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -28355392.000000 Penalty: 14366.894531
	Iteration 6Q: 3 clusters Score -2.835539e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -28358100.000000 Penalty: 14366.894531
	Iteration 7Q: 3 clusters Score -2.83581e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -28361126.000000 Penalty: 14366.894531
	Iteration 8F: 3 clusters Score -2.836113e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -28365096.000000 Penalty: 14366.894531
	Iteration 9F: 3 clusters Score -2.83651e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -28369408.000000 Penalty: 14366.894531
	Iteration 10F: 3 clusters Score -2.836941e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 89598 members 
Entering Unmasked Estep 
Score: -28373968.000000 Penalty: 14366.894531
	Iteration 11F: 3 clusters Score -2.837397e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -28377800.000000 Penalty: 14366.894531
	Iteration 12Q: 3 clusters Score -2.83778e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 95105 members 
Entering Unmasked Estep 
Score: -28380530.000000 Penalty: 14366.894531
	Iteration 13Q: 3 clusters Score -2.838053e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -28381920.000000 Penalty: 14366.894531
	Iteration 14Q: 3 clusters Score -2.838192e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 98605 members 
Entering Unmasked Estep 
Score: -28382800.000000 Penalty: 14366.894531
	Iteration 15Q: 3 clusters Score -2.83828e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 100064 members 
Entering Unmasked Estep 
Score: -28383420.000000 Penalty: 14366.894531
	Iteration 16Q: 3 clusters Score -2.838342e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -28384198.000000 Penalty: 14366.894531
	Iteration 17Q: 3 clusters Score -2.83842e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 102662 members 
Entering Unmasked Estep 
Score: -28384774.000000 Penalty: 14366.894531
	Iteration 18Q: 3 clusters Score -2.838477e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 103858 members 
Entering Unmasked Estep 
Score: -28385372.000000 Penalty: 14366.894531
	Iteration 19Q: 3 clusters Score -2.838537e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 104948 members 
Entering Unmasked Estep 
Score: -28385776.000000 Penalty: 14366.894531
	Iteration 20F: 3 clusters Score -2.838578e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 105997 members 
Entering Unmasked Estep 
Score: -28386152.000000 Penalty: 14366.894531
	Iteration 21Q: 3 clusters Score -2.838615e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -28386564.000000 Penalty: 14366.894531
	Iteration 22Q: 3 clusters Score -2.838656e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -28386880.000000 Penalty: 14366.894531
	Iteration 23Q: 3 clusters Score -2.838688e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
Score: -28387236.000000 Penalty: 14366.894531
	Iteration 24Q: 3 clusters Score -2.838724e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 109386 members 
Entering Unmasked Estep 
Score: -28387610.000000 Penalty: 14366.894531
	Iteration 25Q: 3 clusters Score -2.838761e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 110178 members 
Entering Unmasked Estep 
Score: -28387960.000000 Penalty: 14366.894531
	Iteration 26Q: 3 clusters Score -2.838796e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 110915 members 
Entering Unmasked Estep 
Score: -28388296.000000 Penalty: 14366.894531
	Iteration 27Q: 3 clusters Score -2.83883e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 111668 members 
Entering Unmasked Estep 
Score: -28388510.000000 Penalty: 14366.894531
	Iteration 28Q: 3 clusters Score -2.838851e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 112440 members 
Entering Unmasked Estep 
Score: -28388712.000000 Penalty: 14366.894531
	Iteration 29Q: 3 clusters Score -2.838871e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 113194 members 
Entering Unmasked Estep 
Score: -28389026.000000 Penalty: 14366.894531
	Iteration 30Q: 3 clusters Score -2.838903e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -28389260.000000 Penalty: 14366.894531
	Iteration 31Q: 3 clusters Score -2.838926e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 114608 members 
Entering Unmasked Estep 
Score: -28389458.000000 Penalty: 14366.894531
	Iteration 32Q: 3 clusters Score -2.838946e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 115267 members 
Entering Unmasked Estep 
Score: -28389734.000000 Penalty: 14366.894531
	Iteration 33Q: 3 clusters Score -2.838973e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 115912 members 
Entering Unmasked Estep 
Score: -28389978.000000 Penalty: 14366.894531
	Iteration 34Q: 3 clusters Score -2.838998e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 116487 members 
Entering Unmasked Estep 
Score: -28390156.000000 Penalty: 14366.894531
	Iteration 35Q: 3 clusters Score -2.839016e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -28390260.000000 Penalty: 14366.894531
	Iteration 36Q: 3 clusters Score -2.839026e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 117517 members 
Entering Unmasked Estep 
Score: -28390356.000000 Penalty: 14366.894531
	Iteration 37Q: 3 clusters Score -2.839036e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 117949 members 
Entering Unmasked Estep 
Score: -28390466.000000 Penalty: 14366.894531
	Iteration 38Q: 3 clusters Score -2.839047e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 118371 members 
Entering Unmasked Estep 
Score: -28390546.000000 Penalty: 14366.894531
	Iteration 39Q: 3 clusters Score -2.839055e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 118739 members 
Entering Unmasked Estep 
Score: -28390728.000000 Penalty: 14366.894531
	Iteration 40F: 3 clusters Score -2.839073e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 119100 members 
Entering Unmasked Estep 
Score: -28390812.000000 Penalty: 14366.894531
	Iteration 41Q: 3 clusters Score -2.839081e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 119431 members 
Entering Unmasked Estep 
Score: -28390978.000000 Penalty: 14366.894531
	Iteration 42Q: 3 clusters Score -2.839098e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 119711 members 
Entering Unmasked Estep 
Score: -28391088.000000 Penalty: 14366.894531
	Iteration 43Q: 3 clusters Score -2.839109e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 119979 members 
Entering Unmasked Estep 
Score: -28391168.000000 Penalty: 14366.894531
	Iteration 44Q: 3 clusters Score -2.839117e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 120185 members 
Entering Unmasked Estep 
Score: -28391244.000000 Penalty: 14366.894531
	Iteration 45Q: 3 clusters Score -2.839124e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 120352 members 
Entering Unmasked Estep 
Score: -28391306.000000 Penalty: 14366.894531
	Iteration 46Q: 3 clusters Score -2.839131e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 120519 members 
Entering Unmasked Estep 
Score: -28391334.000000 Penalty: 14366.894531
	Iteration 47Q: 3 clusters Score -2.839133e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 120655 members 
Entering Unmasked Estep 
Score: -28391430.000000 Penalty: 14366.894531
	Iteration 48Q: 3 clusters Score -2.839143e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 120757 members 
Entering Unmasked Estep 
Score: -28391430.000000 Penalty: 14366.894531
	Iteration 49Q: 3 clusters Score -2.839143e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 120829 members 
Entering Unmasked Estep 
Score: -28391504.000000 Penalty: 14366.894531
	Iteration 50Q: 3 clusters Score -2.83915e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 120897 members 
Entering Unmasked Estep 
Score: -28391504.000000 Penalty: 14366.894531
	Iteration 51Q: 3 clusters Score -2.83915e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 120966 members 
Entering Unmasked Estep 
Score: -28391538.000000 Penalty: 14366.894531
	Iteration 52Q: 3 clusters Score -2.839154e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 121025 members 
Entering Unmasked Estep 
Score: -28391554.000000 Penalty: 14366.894531
	Iteration 53Q: 3 clusters Score -2.839155e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -28391540.000000 Penalty: 14366.894531
	Iteration 54Q: 3 clusters Score -2.839154e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 121125 members 
Entering Unmasked Estep 
Score: -28391548.000000 Penalty: 14366.894531
	Iteration 55Q: 3 clusters Score -2.839155e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 121164 members 
Entering Unmasked Estep 
Score: -28391564.000000 Penalty: 14366.894531
	Iteration 56Q: 3 clusters Score -2.839156e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 121201 members 
Entering Unmasked Estep 
Score: -28391568.000000 Penalty: 14366.894531
	Iteration 57Q: 3 clusters Score -2.839157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 121238 members 
Entering Unmasked Estep 
Score: -28391564.000000 Penalty: 14366.894531
	Iteration 58Q: 3 clusters Score -2.839156e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 121270 members 
Entering Unmasked Estep 
Score: -28391626.000000 Penalty: 14366.894531
	Iteration 59Q: 3 clusters Score -2.839163e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 121312 members 
Entering Unmasked Estep 
Score: -28391638.000000 Penalty: 14366.894531
	Iteration 60F: 3 clusters Score -2.839164e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -28391634.000000 Penalty: 14366.894531
	Iteration 61Q: 3 clusters Score -2.839163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 121376 members 
Entering Unmasked Estep 
Score: -28391632.000000 Penalty: 14366.894531
	Iteration 62Q: 3 clusters Score -2.839163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 121404 members 
Entering Unmasked Estep 
Score: -28391658.000000 Penalty: 14366.894531
	Iteration 63Q: 3 clusters Score -2.839166e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 121428 members 
Entering Unmasked Estep 
Score: -28391672.000000 Penalty: 14366.894531
	Iteration 64Q: 3 clusters Score -2.839167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 121439 members 
Entering Unmasked Estep 
Score: -28391670.000000 Penalty: 14366.894531
	Iteration 65Q: 3 clusters Score -2.839167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 121446 members 
Entering Unmasked Estep 
Score: -28391672.000000 Penalty: 14366.894531
	Iteration 66Q: 3 clusters Score -2.839167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 121453 members 
Entering Unmasked Estep 
Score: -28391660.000000 Penalty: 14366.894531
	Iteration 67Q: 3 clusters Score -2.839166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 121459 members 
Entering Unmasked Estep 
Score: -28391678.000000 Penalty: 14366.894531
	Iteration 68Q: 3 clusters Score -2.839168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 121470 members 
Entering Unmasked Estep 
Score: -28391662.000000 Penalty: 14366.894531
	Iteration 69Q: 3 clusters Score -2.839166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 121480 members 
Entering Unmasked Estep 
Score: -28391664.000000 Penalty: 14366.894531
	Iteration 70Q: 3 clusters Score -2.839166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 121492 members 
Entering Unmasked Estep 
Score: -28391644.000000 Penalty: 14366.894531
	Iteration 71Q: 3 clusters Score -2.839164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -28391628.000000 Penalty: 14366.894531
	Iteration 72Q: 3 clusters Score -2.839163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 121510 members 
Entering Unmasked Estep 
Score: -28391628.000000 Penalty: 14366.894531
	Iteration 73Q: 3 clusters Score -2.839163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 121517 members 
Entering Unmasked Estep 
Score: -28391638.000000 Penalty: 14366.894531
	Iteration 74Q: 3 clusters Score -2.839164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 121525 members 
Entering Unmasked Estep 
Score: -28391628.000000 Penalty: 14366.894531
	Iteration 75Q: 3 clusters Score -2.839163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 121533 members 
Entering Unmasked Estep 
Score: -28391654.000000 Penalty: 14366.894531
	Iteration 76Q: 3 clusters Score -2.839165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 121537 members 
Entering Unmasked Estep 
Score: -28391648.000000 Penalty: 14366.894531
	Iteration 77Q: 3 clusters Score -2.839165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 121538 members 
Entering Unmasked Estep 
Score: -28391656.000000 Penalty: 14366.894531
	Iteration 78Q: 3 clusters Score -2.839166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 121540 members 
Entering Unmasked Estep 
Score: -28391664.000000 Penalty: 14366.894531
	Iteration 79Q: 3 clusters Score -2.839166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 121542 members 
Entering Unmasked Estep 
Score: -28391656.000000 Penalty: 14366.894531
	Iteration 80F: 3 clusters Score -2.839166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 121546 members 
Entering Unmasked Estep 
Score: -28391664.000000 Penalty: 14366.894531
	Iteration 81Q: 3 clusters Score -2.839166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 121551 members 
Entering Unmasked Estep 
Score: -28391662.000000 Penalty: 14366.894531
	Iteration 82Q: 3 clusters Score -2.839166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 121553 members 
Entering Unmasked Estep 
Score: -28391648.000000 Penalty: 14366.894531
	Iteration 83Q: 3 clusters Score -2.839165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 121557 members 
Entering Unmasked Estep 
Score: -28391658.000000 Penalty: 14366.894531
	Iteration 84Q: 3 clusters Score -2.839166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 121559 members 
Entering Unmasked Estep 
Score: -28391664.000000 Penalty: 14366.894531
	Iteration 85Q: 3 clusters Score -2.839166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 121559 members 
Entering Unmasked Estep 
Score: -28391664.000000 Penalty: 14366.894531
	Iteration 86F: 3 clusters Score -2.839166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Entering Unmasked Estep 
Score: -8751759.000000 Penalty: 6460.261719
	Iteration 0F: 2 clusters Score -8751759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -8723722.000000 Penalty: 12920.523438
	Iteration 0F: 3 clusters Score -8723722 nChanged 16552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -8732428.000000 Penalty: 12920.523438
	Iteration 1F: 3 clusters Score -8732428 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -8733230.000000 Penalty: 12920.523438
	Iteration 2F: 3 clusters Score -8733230 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -8733799.000000 Penalty: 12920.523438
	Iteration 3Q: 3 clusters Score -8733799 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -8734325.000000 Penalty: 12920.523438
	Iteration 4Q: 3 clusters Score -8734325 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -8734837.000000 Penalty: 12920.523438
	Iteration 5Q: 3 clusters Score -8734837 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -8735422.000000 Penalty: 12920.523438
	Iteration 6Q: 3 clusters Score -8735422 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -8736098.000000 Penalty: 12920.523438
	Iteration 7Q: 3 clusters Score -8736098 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -8736797.000000 Penalty: 12920.523438
	Iteration 8Q: 3 clusters Score -8736797 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -8737666.000000 Penalty: 12920.523438
	Iteration 9Q: 3 clusters Score -8737666 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -8738584.000000 Penalty: 12920.523438
	Iteration 10Q: 3 clusters Score -8738584 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -8739514.000000 Penalty: 12920.523438
	Iteration 11Q: 3 clusters Score -8739514 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -8740412.000000 Penalty: 12920.523438
	Iteration 12Q: 3 clusters Score -8740412 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -8741202.000000 Penalty: 12920.523438
	Iteration 13Q: 3 clusters Score -8741202 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -8742043.000000 Penalty: 12920.523438
	Iteration 14Q: 3 clusters Score -8742043 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -8742891.000000 Penalty: 12920.523438
	Iteration 15Q: 3 clusters Score -8742891 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -8743672.000000 Penalty: 12920.523438
	Iteration 16Q: 3 clusters Score -8743672 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -8744249.000000 Penalty: 12920.523438
	Iteration 17Q: 3 clusters Score -8744249 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -8744623.000000 Penalty: 12920.523438
	Iteration 18Q: 3 clusters Score -8744623 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -8744913.000000 Penalty: 12920.523438
	Iteration 19Q: 3 clusters Score -8744913 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -8745103.000000 Penalty: 12920.523438
	Iteration 20F: 3 clusters Score -8745103 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -8745225.000000 Penalty: 12920.523438
	Iteration 21Q: 3 clusters Score -8745225 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -8745308.000000 Penalty: 12920.523438
	Iteration 22Q: 3 clusters Score -8745308 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -8745394.000000 Penalty: 12920.523438
	Iteration 23Q: 3 clusters Score -8745394 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -8745482.000000 Penalty: 12920.523438
	Iteration 24Q: 3 clusters Score -8745482 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -8745507.000000 Penalty: 12920.523438
	Iteration 25Q: 3 clusters Score -8745507 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -8745529.000000 Penalty: 12920.523438
	Iteration 26Q: 3 clusters Score -8745529 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -8745557.000000 Penalty: 12920.523438
	Iteration 27Q: 3 clusters Score -8745557 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -8745582.000000 Penalty: 12920.523438
	Iteration 28Q: 3 clusters Score -8745582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -8745619.000000 Penalty: 12920.523438
	Iteration 29Q: 3 clusters Score -8745619 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -8745604.000000 Penalty: 12920.523438
	Iteration 30Q: 3 clusters Score -8745604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -8745624.000000 Penalty: 12920.523438
	Iteration 31Q: 3 clusters Score -8745624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -8745632.000000 Penalty: 12920.523438
	Iteration 32Q: 3 clusters Score -8745632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -8745641.000000 Penalty: 12920.523438
	Iteration 33Q: 3 clusters Score -8745641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -8745642.000000 Penalty: 12920.523438
	Iteration 34Q: 3 clusters Score -8745642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -8745626.000000 Penalty: 12920.523438
	Iteration 35Q: 3 clusters Score -8745626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -8745645.000000 Penalty: 12920.523438
	Iteration 36Q: 3 clusters Score -8745645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -8745643.000000 Penalty: 12920.523438
	Iteration 37Q: 3 clusters Score -8745643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -8745638.000000 Penalty: 12920.523438
	Iteration 38Q: 3 clusters Score -8745638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -8745637.000000 Penalty: 12920.523438
	Iteration 39Q: 3 clusters Score -8745637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -8745627.000000 Penalty: 12920.523438
	Iteration 40F: 3 clusters Score -8745627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8745633.000000 Penalty: 12920.523438
	Iteration 41Q: 3 clusters Score -8745633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8745636.000000 Penalty: 12920.523438
	Iteration 42Q: 3 clusters Score -8745636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -8745649.000000 Penalty: 12920.523438
	Iteration 43Q: 3 clusters Score -8745649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -8745639.000000 Penalty: 12920.523438
	Iteration 44Q: 3 clusters Score -8745639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -8745648.000000 Penalty: 12920.523438
	Iteration 45Q: 3 clusters Score -8745648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -8745633.000000 Penalty: 12920.523438
	Iteration 46Q: 3 clusters Score -8745633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -8745635.000000 Penalty: 12920.523438
	Iteration 47Q: 3 clusters Score -8745635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -8745638.000000 Penalty: 12920.523438
	Iteration 48Q: 3 clusters Score -8745638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -8745629.000000 Penalty: 12920.523438
	Iteration 49Q: 3 clusters Score -8745629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -8745625.000000 Penalty: 12920.523438
	Iteration 50Q: 3 clusters Score -8745625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -8745628.000000 Penalty: 12920.523438
	Iteration 51Q: 3 clusters Score -8745628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8745625.000000 Penalty: 12920.523438
	Iteration 52Q: 3 clusters Score -8745625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8745624.000000 Penalty: 12920.523438
	Iteration 53Q: 3 clusters Score -8745624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -8745613.000000 Penalty: 12920.523438
	Iteration 54Q: 3 clusters Score -8745613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -8745605.000000 Penalty: 12920.523438
	Iteration 55Q: 3 clusters Score -8745605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -8745605.000000 Penalty: 12920.523438
	Iteration 56Q: 3 clusters Score -8745605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -8745615.000000 Penalty: 12920.523438
	Iteration 57Q: 3 clusters Score -8745615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -8745616.000000 Penalty: 12920.523438
	Iteration 58Q: 3 clusters Score -8745616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -8745624.000000 Penalty: 12920.523438
	Iteration 59Q: 3 clusters Score -8745624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -8745624.000000 Penalty: 12920.523438
	Iteration 60F: 3 clusters Score -8745624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -8745628.000000 Penalty: 12920.523438
	Iteration 61Q: 3 clusters Score -8745628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -8745624.000000 Penalty: 12920.523438
	Iteration 62Q: 3 clusters Score -8745624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -8745630.000000 Penalty: 12920.523438
	Iteration 63Q: 3 clusters Score -8745630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -8745631.000000 Penalty: 12920.523438
	Iteration 64Q: 3 clusters Score -8745631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -8745624.000000 Penalty: 12920.523438
	Iteration 65Q: 3 clusters Score -8745624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -8745639.000000 Penalty: 12920.523438
	Iteration 66Q: 3 clusters Score -8745639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -8745627.000000 Penalty: 12920.523438
	Iteration 67Q: 3 clusters Score -8745627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -8745626.000000 Penalty: 12920.523438
	Iteration 68Q: 3 clusters Score -8745626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -8745628.000000 Penalty: 12920.523438
	Iteration 69Q: 3 clusters Score -8745628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -8745627.000000 Penalty: 12920.523438
	Iteration 70Q: 3 clusters Score -8745627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -8745627.000000 Penalty: 12920.523438
	Iteration 71F: 3 clusters Score -8745627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Entering Unmasked Estep 
Score: -4987963.000000 Penalty: 6119.456055
	Iteration 0F: 2 clusters Score -4987963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -4970443.500000 Penalty: 12238.912109
	Iteration 0F: 3 clusters Score -4970444 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4975013.500000 Penalty: 12238.912109
	Iteration 1F: 3 clusters Score -4975014 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -4975584.500000 Penalty: 12238.912109
	Iteration 2F: 3 clusters Score -4975584 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -4975967.000000 Penalty: 12238.912109
	Iteration 3Q: 3 clusters Score -4975967 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4976204.500000 Penalty: 12238.912109
	Iteration 4Q: 3 clusters Score -4976204 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -4976386.500000 Penalty: 12238.912109
	Iteration 5Q: 3 clusters Score -4976386 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4976560.000000 Penalty: 12238.912109
	Iteration 6Q: 3 clusters Score -4976560 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4976669.500000 Penalty: 12238.912109
	Iteration 7Q: 3 clusters Score -4976670 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -4976795.000000 Penalty: 12238.912109
	Iteration 8Q: 3 clusters Score -4976795 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4976906.500000 Penalty: 12238.912109
	Iteration 9Q: 3 clusters Score -4976906 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -4977023.500000 Penalty: 12238.912109
	Iteration 10Q: 3 clusters Score -4977024 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -4977118.500000 Penalty: 12238.912109
	Iteration 11Q: 3 clusters Score -4977118 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -4977248.500000 Penalty: 12238.912109
	Iteration 12Q: 3 clusters Score -4977248 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -4977376.500000 Penalty: 12238.912109
	Iteration 13Q: 3 clusters Score -4977376 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -4977521.000000 Penalty: 12238.912109
	Iteration 14Q: 3 clusters Score -4977521 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -4977685.500000 Penalty: 12238.912109
	Iteration 15Q: 3 clusters Score -4977686 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4977842.500000 Penalty: 12238.912109
	Iteration 16Q: 3 clusters Score -4977842 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4978062.000000 Penalty: 12238.912109
	Iteration 17Q: 3 clusters Score -4978062 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -4978287.500000 Penalty: 12238.912109
	Iteration 18Q: 3 clusters Score -4978288 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -4978606.000000 Penalty: 12238.912109
	Iteration 19Q: 3 clusters Score -4978606 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -4978972.500000 Penalty: 12238.912109
	Iteration 20F: 3 clusters Score -4978972 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -4979398.000000 Penalty: 12238.912109
	Iteration 21Q: 3 clusters Score -4979398 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4979829.000000 Penalty: 12238.912109
	Iteration 22Q: 3 clusters Score -4979829 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4980273.000000 Penalty: 12238.912109
	Iteration 23Q: 3 clusters Score -4980273 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4980747.000000 Penalty: 12238.912109
	Iteration 24Q: 3 clusters Score -4980747 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4981147.500000 Penalty: 12238.912109
	Iteration 25Q: 3 clusters Score -4981148 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4981443.500000 Penalty: 12238.912109
	Iteration 26Q: 3 clusters Score -4981444 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4981701.500000 Penalty: 12238.912109
	Iteration 27Q: 3 clusters Score -4981702 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4981897.500000 Penalty: 12238.912109
	Iteration 28Q: 3 clusters Score -4981898 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -4982053.000000 Penalty: 12238.912109
	Iteration 29Q: 3 clusters Score -4982053 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4982142.000000 Penalty: 12238.912109
	Iteration 30Q: 3 clusters Score -4982142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -4982220.500000 Penalty: 12238.912109
	Iteration 31Q: 3 clusters Score -4982220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4982307.000000 Penalty: 12238.912109
	Iteration 32Q: 3 clusters Score -4982307 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4982382.000000 Penalty: 12238.912109
	Iteration 33Q: 3 clusters Score -4982382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4982428.500000 Penalty: 12238.912109
	Iteration 34Q: 3 clusters Score -4982428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4982476.500000 Penalty: 12238.912109
	Iteration 35Q: 3 clusters Score -4982476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -4982506.500000 Penalty: 12238.912109
	Iteration 36Q: 3 clusters Score -4982506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4982530.500000 Penalty: 12238.912109
	Iteration 37Q: 3 clusters Score -4982530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4982541.000000 Penalty: 12238.912109
	Iteration 38Q: 3 clusters Score -4982541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -4982546.500000 Penalty: 12238.912109
	Iteration 39Q: 3 clusters Score -4982546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4982550.000000 Penalty: 12238.912109
	Iteration 40F: 3 clusters Score -4982550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4982548.500000 Penalty: 12238.912109
	Iteration 41Q: 3 clusters Score -4982548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -4982546.500000 Penalty: 12238.912109
	Iteration 42Q: 3 clusters Score -4982546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4982548.500000 Penalty: 12238.912109
	Iteration 43Q: 3 clusters Score -4982548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -4982554.500000 Penalty: 12238.912109
	Iteration 44Q: 3 clusters Score -4982554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -4982553.500000 Penalty: 12238.912109
	Iteration 45Q: 3 clusters Score -4982554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -4982553.500000 Penalty: 12238.912109
	Iteration 46F: 3 clusters Score -4982554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -480015.875000 Penalty: 4708.055664
	Iteration 0F: 2 clusters Score -480015.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -474858.031250 Penalty: 9416.111328
	Iteration 0F: 3 clusters Score -474858 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -475436.718750 Penalty: 9416.111328
	Iteration 1F: 3 clusters Score -475436.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -475614.062500 Penalty: 9416.111328
	Iteration 2F: 3 clusters Score -475614.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -475697.593750 Penalty: 9416.111328
	Iteration 3Q: 3 clusters Score -475697.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -475744.062500 Penalty: 9416.111328
	Iteration 4Q: 3 clusters Score -475744.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -475767.281250 Penalty: 9416.111328
	Iteration 5Q: 3 clusters Score -475767.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -475785.218750 Penalty: 9416.111328
	Iteration 6Q: 3 clusters Score -475785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -475794.593750 Penalty: 9416.111328
	Iteration 7Q: 3 clusters Score -475794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -475799.406250 Penalty: 9416.111328
	Iteration 8Q: 3 clusters Score -475799.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -475800.906250 Penalty: 9416.111328
	Iteration 9Q: 3 clusters Score -475800.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -475800.906250 Penalty: 9416.111328
	Iteration 10F: 3 clusters Score -475800.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Entering Unmasked Estep 
Score: -10016750.000000 Penalty: 6547.045898
	Iteration 0F: 2 clusters Score -1.001675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -9984897.000000 Penalty: 13094.091797
	Iteration 0F: 3 clusters Score -9984897 nChanged 19006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -9994993.000000 Penalty: 13094.091797
	Iteration 1F: 3 clusters Score -9994993 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -9995811.000000 Penalty: 13094.091797
	Iteration 2F: 3 clusters Score -9995811 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -9996452.000000 Penalty: 13094.091797
	Iteration 3Q: 3 clusters Score -9996452 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -9996864.000000 Penalty: 13094.091797
	Iteration 4Q: 3 clusters Score -9996864 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -9997226.000000 Penalty: 13094.091797
	Iteration 5Q: 3 clusters Score -9997226 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -9997540.000000 Penalty: 13094.091797
	Iteration 6Q: 3 clusters Score -9997540 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -9997811.000000 Penalty: 13094.091797
	Iteration 7Q: 3 clusters Score -9997811 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -9998077.000000 Penalty: 13094.091797
	Iteration 8Q: 3 clusters Score -9998077 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -9998363.000000 Penalty: 13094.091797
	Iteration 9Q: 3 clusters Score -9998363 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -9998656.000000 Penalty: 13094.091797
	Iteration 10Q: 3 clusters Score -9998656 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -9998940.000000 Penalty: 13094.091797
	Iteration 11Q: 3 clusters Score -9998940 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -9999208.000000 Penalty: 13094.091797
	Iteration 12Q: 3 clusters Score -9999208 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -9999670.000000 Penalty: 13094.091797
	Iteration 13Q: 3 clusters Score -9999670 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -10000168.000000 Penalty: 13094.091797
	Iteration 14Q: 3 clusters Score -1.000017e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -10000788.000000 Penalty: 13094.091797
	Iteration 15Q: 3 clusters Score -1.000079e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -10001666.000000 Penalty: 13094.091797
	Iteration 16Q: 3 clusters Score -1.000167e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -10002815.000000 Penalty: 13094.091797
	Iteration 17Q: 3 clusters Score -1.000282e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -10004161.000000 Penalty: 13094.091797
	Iteration 18Q: 3 clusters Score -1.000416e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -10005790.000000 Penalty: 13094.091797
	Iteration 19Q: 3 clusters Score -1.000579e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -10007426.000000 Penalty: 13094.091797
	Iteration 20F: 3 clusters Score -1.000743e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -10008668.000000 Penalty: 13094.091797
	Iteration 21Q: 3 clusters Score -1.000867e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -10009495.000000 Penalty: 13094.091797
	Iteration 22Q: 3 clusters Score -1.00095e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -10010047.000000 Penalty: 13094.091797
	Iteration 23Q: 3 clusters Score -1.001005e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10010426.000000 Penalty: 13094.091797
	Iteration 24Q: 3 clusters Score -1.001043e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -10010650.000000 Penalty: 13094.091797
	Iteration 25Q: 3 clusters Score -1.001065e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10010759.000000 Penalty: 13094.091797
	Iteration 26Q: 3 clusters Score -1.001076e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10010857.000000 Penalty: 13094.091797
	Iteration 27Q: 3 clusters Score -1.001086e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10010928.000000 Penalty: 13094.091797
	Iteration 28Q: 3 clusters Score -1.001093e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10010961.000000 Penalty: 13094.091797
	Iteration 29Q: 3 clusters Score -1.001096e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -10011001.000000 Penalty: 13094.091797
	Iteration 30Q: 3 clusters Score -1.0011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10011006.000000 Penalty: 13094.091797
	Iteration 31Q: 3 clusters Score -1.001101e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -10011036.000000 Penalty: 13094.091797
	Iteration 32Q: 3 clusters Score -1.001104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10011067.000000 Penalty: 13094.091797
	Iteration 33Q: 3 clusters Score -1.001107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10011098.000000 Penalty: 13094.091797
	Iteration 34Q: 3 clusters Score -1.00111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10011109.000000 Penalty: 13094.091797
	Iteration 35Q: 3 clusters Score -1.001111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10011105.000000 Penalty: 13094.091797
	Iteration 36Q: 3 clusters Score -1.00111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10011103.000000 Penalty: 13094.091797
	Iteration 37Q: 3 clusters Score -1.00111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10011113.000000 Penalty: 13094.091797
	Iteration 38Q: 3 clusters Score -1.001111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10011113.000000 Penalty: 13094.091797
	Iteration 39F: 3 clusters Score -1.001111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Entering Unmasked Estep 
Score: -17252724.000000 Penalty: 6878.264160
	Iteration 0F: 2 clusters Score -1.725272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -17200706.000000 Penalty: 13756.528320
	Iteration 0F: 3 clusters Score -1.720071e+07 nChanged 33908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -17218792.000000 Penalty: 13756.528320
	Iteration 1F: 3 clusters Score -1.721879e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -17219768.000000 Penalty: 13756.528320
	Iteration 2Q: 3 clusters Score -1.721977e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -17220426.000000 Penalty: 13756.528320
	Iteration 3Q: 3 clusters Score -1.722043e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -17221274.000000 Penalty: 13756.528320
	Iteration 4Q: 3 clusters Score -1.722127e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -17221898.000000 Penalty: 13756.528320
	Iteration 5Q: 3 clusters Score -1.72219e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -17222542.000000 Penalty: 13756.528320
	Iteration 6Q: 3 clusters Score -1.722254e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -17223006.000000 Penalty: 13756.528320
	Iteration 7Q: 3 clusters Score -1.722301e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -17223620.000000 Penalty: 13756.528320
	Iteration 8Q: 3 clusters Score -1.722362e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -17224316.000000 Penalty: 13756.528320
	Iteration 9Q: 3 clusters Score -1.722432e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -17225054.000000 Penalty: 13756.528320
	Iteration 10Q: 3 clusters Score -1.722505e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -17225838.000000 Penalty: 13756.528320
	Iteration 11Q: 3 clusters Score -1.722584e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -17226660.000000 Penalty: 13756.528320
	Iteration 12Q: 3 clusters Score -1.722666e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -17227790.000000 Penalty: 13756.528320
	Iteration 13Q: 3 clusters Score -1.722779e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -17229160.000000 Penalty: 13756.528320
	Iteration 14Q: 3 clusters Score -1.722916e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -17230832.000000 Penalty: 13756.528320
	Iteration 15Q: 3 clusters Score -1.723083e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -17232872.000000 Penalty: 13756.528320
	Iteration 16Q: 3 clusters Score -1.723287e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -17235164.000000 Penalty: 13756.528320
	Iteration 17Q: 3 clusters Score -1.723516e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -17237456.000000 Penalty: 13756.528320
	Iteration 18Q: 3 clusters Score -1.723746e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -17240098.000000 Penalty: 13756.528320
	Iteration 19Q: 3 clusters Score -1.72401e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -17242954.000000 Penalty: 13756.528320
	Iteration 20F: 3 clusters Score -1.724295e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -17246336.000000 Penalty: 13756.528320
	Iteration 21Q: 3 clusters Score -1.724634e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -17249440.000000 Penalty: 13756.528320
	Iteration 22Q: 3 clusters Score -1.724944e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -17251174.000000 Penalty: 13756.528320
	Iteration 23Q: 3 clusters Score -1.725117e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -17252142.000000 Penalty: 13756.528320
	Iteration 24Q: 3 clusters Score -1.725214e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -17252744.000000 Penalty: 13756.528320
	Iteration 25Q: 3 clusters Score -1.725274e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -17252952.000000 Penalty: 13756.528320
	Iteration 26Q: 3 clusters Score -1.725295e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -17253056.000000 Penalty: 13756.528320
	Iteration 27Q: 3 clusters Score -1.725306e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -17253160.000000 Penalty: 13756.528320
	Iteration 28Q: 3 clusters Score -1.725316e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -17253248.000000 Penalty: 13756.528320
	Iteration 29Q: 3 clusters Score -1.725325e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -17253256.000000 Penalty: 13756.528320
	Iteration 30Q: 3 clusters Score -1.725326e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -17253334.000000 Penalty: 13756.528320
	Iteration 31Q: 3 clusters Score -1.725333e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -17253348.000000 Penalty: 13756.528320
	Iteration 32Q: 3 clusters Score -1.725335e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -17253364.000000 Penalty: 13756.528320
	Iteration 33Q: 3 clusters Score -1.725336e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -17253400.000000 Penalty: 13756.528320
	Iteration 34Q: 3 clusters Score -1.72534e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -17253396.000000 Penalty: 13756.528320
	Iteration 35Q: 3 clusters Score -1.72534e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -17253416.000000 Penalty: 13756.528320
	Iteration 36Q: 3 clusters Score -1.725342e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -17253420.000000 Penalty: 13756.528320
	Iteration 37Q: 3 clusters Score -1.725342e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -17253416.000000 Penalty: 13756.528320
	Iteration 38Q: 3 clusters Score -1.725342e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -17253398.000000 Penalty: 13756.528320
	Iteration 39Q: 3 clusters Score -1.72534e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -17253382.000000 Penalty: 13756.528320
	Iteration 40F: 3 clusters Score -1.725338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -17253394.000000 Penalty: 13756.528320
	Iteration 41Q: 3 clusters Score -1.725339e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -17253392.000000 Penalty: 13756.528320
	Iteration 42Q: 3 clusters Score -1.725339e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -17253424.000000 Penalty: 13756.528320
	Iteration 43Q: 3 clusters Score -1.725342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -17253412.000000 Penalty: 13756.528320
	Iteration 44Q: 3 clusters Score -1.725341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -17253416.000000 Penalty: 13756.528320
	Iteration 45Q: 3 clusters Score -1.725342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -17253434.000000 Penalty: 13756.528320
	Iteration 46Q: 3 clusters Score -1.725343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -17253440.000000 Penalty: 13756.528320
	Iteration 47Q: 3 clusters Score -1.725344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -17253440.000000 Penalty: 13756.528320
	Iteration 48Q: 3 clusters Score -1.725344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -17253446.000000 Penalty: 13756.528320
	Iteration 49Q: 3 clusters Score -1.725345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -17253452.000000 Penalty: 13756.528320
	Iteration 50Q: 3 clusters Score -1.725345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -17253454.000000 Penalty: 13756.528320
	Iteration 51Q: 3 clusters Score -1.725345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -17253446.000000 Penalty: 13756.528320
	Iteration 52Q: 3 clusters Score -1.725345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -17253448.000000 Penalty: 13756.528320
	Iteration 53Q: 3 clusters Score -1.725345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -17253446.000000 Penalty: 13756.528320
	Iteration 54Q: 3 clusters Score -1.725345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -17253440.000000 Penalty: 13756.528320
	Iteration 55Q: 3 clusters Score -1.725344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -17253444.000000 Penalty: 13756.528320
	Iteration 56Q: 3 clusters Score -1.725344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -17253442.000000 Penalty: 13756.528320
	Iteration 57Q: 3 clusters Score -1.725344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -17253446.000000 Penalty: 13756.528320
	Iteration 58Q: 3 clusters Score -1.725345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -17253444.000000 Penalty: 13756.528320
	Iteration 59Q: 3 clusters Score -1.725344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -17253454.000000 Penalty: 13756.528320
	Iteration 60F: 3 clusters Score -1.725345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -17253444.000000 Penalty: 13756.528320
	Iteration 61Q: 3 clusters Score -1.725344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -17253440.000000 Penalty: 13756.528320
	Iteration 62Q: 3 clusters Score -1.725344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -17253456.000000 Penalty: 13756.528320
	Iteration 63Q: 3 clusters Score -1.725346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -17253470.000000 Penalty: 13756.528320
	Iteration 64Q: 3 clusters Score -1.725347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -17253456.000000 Penalty: 13756.528320
	Iteration 65Q: 3 clusters Score -1.725346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -17253452.000000 Penalty: 13756.528320
	Iteration 66Q: 3 clusters Score -1.725345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -17253454.000000 Penalty: 13756.528320
	Iteration 67Q: 3 clusters Score -1.725345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -17253462.000000 Penalty: 13756.528320
	Iteration 68Q: 3 clusters Score -1.725346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -17253444.000000 Penalty: 13756.528320
	Iteration 69Q: 3 clusters Score -1.725344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -17253444.000000 Penalty: 13756.528320
	Iteration 70F: 3 clusters Score -1.725344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 16342 members 
Mstep: Class 5 contains 86152 members 
Mstep: Class 6 contains 8883 members 
Mstep: Class 7 contains 16010 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9882 members 
Mstep: Class 10 contains 10905 members 
Mstep: Class 11 contains 33937 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 23085 members 
Mstep: Class 14 contains 9290 members 
Mstep: Class 15 contains 124219 members 
Mstep: Class 16 contains 11249 members 
Mstep: Class 17 contains 124005 members 
Mstep: Class 18 contains 38077 members 
Mstep: Class 19 contains 21828 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43873 members 
Mstep: Class 22 contains 56667 members 
Mstep: Class 23 contains 12651 members 
Mstep: Class 24 contains 23801 members 
Mstep: Class 25 contains 115617 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59608 members 
Mstep: Class 28 contains 75511 members 
Mstep: Class 29 contains 53707 members 
Mstep: Class 30 contains 27056 members 
Mstep: Class 31 contains 65454 members 
Mstep: Class 32 contains 65689 members 
Mstep: Class 33 contains 13961 members 
Mstep: Class 34 contains 18677 members 
Entering Unmasked Estep 
Score: -272461504.000000 Penalty: 291805.406250
Splitting cluster 22 changes total score from -272459680.000000 to -272461504.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (12651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Entering Unmasked Estep 
Score: -2832210.750000 Penalty: 5785.363770
	Iteration 0F: 2 clusters Score -2832211 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 6318 members 
Entering Unmasked Estep 
Score: -2820290.750000 Penalty: 11570.727539
	Iteration 0F: 3 clusters Score -2820291 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2822951.500000 Penalty: 11570.727539
	Iteration 1F: 3 clusters Score -2822952 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2823459.500000 Penalty: 11570.727539
	Iteration 2F: 3 clusters Score -2823460 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2823830.000000 Penalty: 11570.727539
	Iteration 3F: 3 clusters Score -2823830 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2824120.500000 Penalty: 11570.727539
	Iteration 4Q: 3 clusters Score -2824120 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2824400.750000 Penalty: 11570.727539
	Iteration 5Q: 3 clusters Score -2824401 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2824710.750000 Penalty: 11570.727539
	Iteration 6Q: 3 clusters Score -2824711 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2825067.250000 Penalty: 11570.727539
	Iteration 7Q: 3 clusters Score -2825067 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2825476.750000 Penalty: 11570.727539
	Iteration 8Q: 3 clusters Score -2825477 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2825876.500000 Penalty: 11570.727539
	Iteration 9Q: 3 clusters Score -2825876 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2826272.500000 Penalty: 11570.727539
	Iteration 10Q: 3 clusters Score -2826272 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2826699.000000 Penalty: 11570.727539
	Iteration 11Q: 3 clusters Score -2826699 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2827075.750000 Penalty: 11570.727539
	Iteration 12Q: 3 clusters Score -2827076 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2827406.000000 Penalty: 11570.727539
	Iteration 13Q: 3 clusters Score -2827406 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2827697.750000 Penalty: 11570.727539
	Iteration 14Q: 3 clusters Score -2827698 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2827934.000000 Penalty: 11570.727539
	Iteration 15Q: 3 clusters Score -2827934 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2828099.500000 Penalty: 11570.727539
	Iteration 16Q: 3 clusters Score -2828100 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2828292.250000 Penalty: 11570.727539
	Iteration 17Q: 3 clusters Score -2828292 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2828526.000000 Penalty: 11570.727539
	Iteration 18Q: 3 clusters Score -2828526 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2828782.250000 Penalty: 11570.727539
	Iteration 19Q: 3 clusters Score -2828782 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2829114.500000 Penalty: 11570.727539
	Iteration 20F: 3 clusters Score -2829114 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2829460.750000 Penalty: 11570.727539
	Iteration 21Q: 3 clusters Score -2829461 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2829732.250000 Penalty: 11570.727539
	Iteration 22Q: 3 clusters Score -2829732 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2829925.500000 Penalty: 11570.727539
	Iteration 23Q: 3 clusters Score -2829926 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2830034.500000 Penalty: 11570.727539
	Iteration 24Q: 3 clusters Score -2830034 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2830077.750000 Penalty: 11570.727539
	Iteration 25Q: 3 clusters Score -2830078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2830111.000000 Penalty: 11570.727539
	Iteration 26Q: 3 clusters Score -2830111 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2830123.250000 Penalty: 11570.727539
	Iteration 27Q: 3 clusters Score -2830123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2830137.000000 Penalty: 11570.727539
	Iteration 28Q: 3 clusters Score -2830137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2830134.500000 Penalty: 11570.727539
	Iteration 29Q: 3 clusters Score -2830134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2830136.000000 Penalty: 11570.727539
	Iteration 30Q: 3 clusters Score -2830136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2830143.250000 Penalty: 11570.727539
	Iteration 31Q: 3 clusters Score -2830143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2830141.000000 Penalty: 11570.727539
	Iteration 32Q: 3 clusters Score -2830141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2830142.000000 Penalty: 11570.727539
	Iteration 33Q: 3 clusters Score -2830142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2830143.500000 Penalty: 11570.727539
	Iteration 34Q: 3 clusters Score -2830144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2830144.750000 Penalty: 11570.727539
	Iteration 35Q: 3 clusters Score -2830145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2830144.250000 Penalty: 11570.727539
	Iteration 36Q: 3 clusters Score -2830144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2830143.000000 Penalty: 11570.727539
	Iteration 37Q: 3 clusters Score -2830143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2830143.000000 Penalty: 11570.727539
	Iteration 38F: 3 clusters Score -2830143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -5469359.500000 Penalty: 6172.458496
	Iteration 0F: 2 clusters Score -5469360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -5450418.500000 Penalty: 12344.916992
	Iteration 0F: 3 clusters Score -5450418 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -5455730.000000 Penalty: 12344.916992
	Iteration 1F: 3 clusters Score -5455730 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -5456358.000000 Penalty: 12344.916992
	Iteration 2F: 3 clusters Score -5456358 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -5456770.500000 Penalty: 12344.916992
	Iteration 3Q: 3 clusters Score -5456770 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -5457065.500000 Penalty: 12344.916992
	Iteration 4Q: 3 clusters Score -5457066 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -5457253.000000 Penalty: 12344.916992
	Iteration 5Q: 3 clusters Score -5457253 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -5457414.500000 Penalty: 12344.916992
	Iteration 6Q: 3 clusters Score -5457414 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -5457546.500000 Penalty: 12344.916992
	Iteration 7Q: 3 clusters Score -5457546 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -5457666.500000 Penalty: 12344.916992
	Iteration 8Q: 3 clusters Score -5457666 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -5457816.000000 Penalty: 12344.916992
	Iteration 9Q: 3 clusters Score -5457816 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -5457964.500000 Penalty: 12344.916992
	Iteration 10Q: 3 clusters Score -5457964 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -5458108.000000 Penalty: 12344.916992
	Iteration 11Q: 3 clusters Score -5458108 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -5458278.500000 Penalty: 12344.916992
	Iteration 12Q: 3 clusters Score -5458278 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -5458444.500000 Penalty: 12344.916992
	Iteration 13Q: 3 clusters Score -5458444 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -5458673.500000 Penalty: 12344.916992
	Iteration 14Q: 3 clusters Score -5458674 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -5458910.000000 Penalty: 12344.916992
	Iteration 15Q: 3 clusters Score -5458910 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -5459212.000000 Penalty: 12344.916992
	Iteration 16Q: 3 clusters Score -5459212 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -5459591.500000 Penalty: 12344.916992
	Iteration 17Q: 3 clusters Score -5459592 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -5460026.500000 Penalty: 12344.916992
	Iteration 18Q: 3 clusters Score -5460026 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -5460560.500000 Penalty: 12344.916992
	Iteration 19Q: 3 clusters Score -5460560 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5461165.000000 Penalty: 12344.916992
	Iteration 20F: 3 clusters Score -5461165 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5461807.000000 Penalty: 12344.916992
	Iteration 21Q: 3 clusters Score -5461807 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5462388.000000 Penalty: 12344.916992
	Iteration 22Q: 3 clusters Score -5462388 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5462824.000000 Penalty: 12344.916992
	Iteration 23Q: 3 clusters Score -5462824 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5463152.000000 Penalty: 12344.916992
	Iteration 24Q: 3 clusters Score -5463152 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5463386.000000 Penalty: 12344.916992
	Iteration 25Q: 3 clusters Score -5463386 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5463540.000000 Penalty: 12344.916992
	Iteration 26Q: 3 clusters Score -5463540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5463648.500000 Penalty: 12344.916992
	Iteration 27Q: 3 clusters Score -5463648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5463730.500000 Penalty: 12344.916992
	Iteration 28Q: 3 clusters Score -5463730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5463786.500000 Penalty: 12344.916992
	Iteration 29Q: 3 clusters Score -5463786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5463823.000000 Penalty: 12344.916992
	Iteration 30Q: 3 clusters Score -5463823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5463846.000000 Penalty: 12344.916992
	Iteration 31Q: 3 clusters Score -5463846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5463861.500000 Penalty: 12344.916992
	Iteration 32Q: 3 clusters Score -5463862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5463885.000000 Penalty: 12344.916992
	Iteration 33Q: 3 clusters Score -5463885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5463897.500000 Penalty: 12344.916992
	Iteration 34Q: 3 clusters Score -5463898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5463901.000000 Penalty: 12344.916992
	Iteration 35Q: 3 clusters Score -5463901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5463910.000000 Penalty: 12344.916992
	Iteration 36Q: 3 clusters Score -5463910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5463926.000000 Penalty: 12344.916992
	Iteration 37Q: 3 clusters Score -5463926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5463929.500000 Penalty: 12344.916992
	Iteration 38Q: 3 clusters Score -5463930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5463931.500000 Penalty: 12344.916992
	Iteration 39Q: 3 clusters Score -5463932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5463927.500000 Penalty: 12344.916992
	Iteration 40F: 3 clusters Score -5463928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5463925.000000 Penalty: 12344.916992
	Iteration 41Q: 3 clusters Score -5463925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5463935.500000 Penalty: 12344.916992
	Iteration 42Q: 3 clusters Score -5463936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5463934.500000 Penalty: 12344.916992
	Iteration 43Q: 3 clusters Score -5463934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5463934.500000 Penalty: 12344.916992
	Iteration 44Q: 3 clusters Score -5463934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5463934.000000 Penalty: 12344.916992
	Iteration 45Q: 3 clusters Score -5463934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5463937.500000 Penalty: 12344.916992
	Iteration 46Q: 3 clusters Score -5463938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5463934.500000 Penalty: 12344.916992
	Iteration 47Q: 3 clusters Score -5463934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5463947.000000 Penalty: 12344.916992
	Iteration 48Q: 3 clusters Score -5463947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5463953.500000 Penalty: 12344.916992
	Iteration 49Q: 3 clusters Score -5463954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5463955.500000 Penalty: 12344.916992
	Iteration 50Q: 3 clusters Score -5463956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5463956.500000 Penalty: 12344.916992
	Iteration 51Q: 3 clusters Score -5463956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5463954.500000 Penalty: 12344.916992
	Iteration 52Q: 3 clusters Score -5463954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5463958.500000 Penalty: 12344.916992
	Iteration 53Q: 3 clusters Score -5463958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5463959.500000 Penalty: 12344.916992
	Iteration 54Q: 3 clusters Score -5463960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5463957.500000 Penalty: 12344.916992
	Iteration 55Q: 3 clusters Score -5463958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5463961.500000 Penalty: 12344.916992
	Iteration 56Q: 3 clusters Score -5463962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5463961.500000 Penalty: 12344.916992
	Iteration 57F: 3 clusters Score -5463962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (115617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115617 members 
Entering Unmasked Estep 
Score: -26275246.000000 Penalty: 7140.548340
	Iteration 0F: 2 clusters Score -2.627525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -26196676.000000 Penalty: 14281.096680
	Iteration 0F: 3 clusters Score -2.619668e+07 nChanged 53407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -26226126.000000 Penalty: 14281.096680
	Iteration 1F: 3 clusters Score -2.622613e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -26227252.000000 Penalty: 14281.096680
	Iteration 2Q: 3 clusters Score -2.622725e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -26228470.000000 Penalty: 14281.096680
	Iteration 3Q: 3 clusters Score -2.622847e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -26229564.000000 Penalty: 14281.096680
	Iteration 4Q: 3 clusters Score -2.622956e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -26230722.000000 Penalty: 14281.096680
	Iteration 5Q: 3 clusters Score -2.623072e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -26232762.000000 Penalty: 14281.096680
	Iteration 6Q: 3 clusters Score -2.623276e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -26235578.000000 Penalty: 14281.096680
	Iteration 7F: 3 clusters Score -2.623558e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -26240264.000000 Penalty: 14281.096680
	Iteration 8F: 3 clusters Score -2.624026e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 90402 members 
Entering Unmasked Estep 
Score: -26246694.000000 Penalty: 14281.096680
	Iteration 9F: 3 clusters Score -2.624669e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -26254090.000000 Penalty: 14281.096680
	Iteration 10F: 3 clusters Score -2.625409e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -26260786.000000 Penalty: 14281.096680
	Iteration 11F: 3 clusters Score -2.626079e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 110665 members 
Entering Unmasked Estep 
Score: -26264802.000000 Penalty: 14281.096680
	Iteration 12Q: 3 clusters Score -2.62648e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 112993 members 
Entering Unmasked Estep 
Score: -26266898.000000 Penalty: 14281.096680
	Iteration 13Q: 3 clusters Score -2.62669e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -26267882.000000 Penalty: 14281.096680
	Iteration 14Q: 3 clusters Score -2.626788e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 114433 members 
Entering Unmasked Estep 
Score: -26268282.000000 Penalty: 14281.096680
	Iteration 15Q: 3 clusters Score -2.626828e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 114623 members 
Entering Unmasked Estep 
Score: -26268484.000000 Penalty: 14281.096680
	Iteration 16Q: 3 clusters Score -2.626848e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 114730 members 
Entering Unmasked Estep 
Score: -26268616.000000 Penalty: 14281.096680
	Iteration 17Q: 3 clusters Score -2.626862e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 114790 members 
Entering Unmasked Estep 
Score: -26268696.000000 Penalty: 14281.096680
	Iteration 18Q: 3 clusters Score -2.62687e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 114827 members 
Entering Unmasked Estep 
Score: -26268742.000000 Penalty: 14281.096680
	Iteration 19Q: 3 clusters Score -2.626874e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 114849 members 
Entering Unmasked Estep 
Score: -26268754.000000 Penalty: 14281.096680
	Iteration 20F: 3 clusters Score -2.626875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 114873 members 
Entering Unmasked Estep 
Score: -26268766.000000 Penalty: 14281.096680
	Iteration 21Q: 3 clusters Score -2.626877e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 114889 members 
Entering Unmasked Estep 
Score: -26268798.000000 Penalty: 14281.096680
	Iteration 22Q: 3 clusters Score -2.62688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 114893 members 
Entering Unmasked Estep 
Score: -26268818.000000 Penalty: 14281.096680
	Iteration 23Q: 3 clusters Score -2.626882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -26268838.000000 Penalty: 14281.096680
	Iteration 24Q: 3 clusters Score -2.626884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -26268854.000000 Penalty: 14281.096680
	Iteration 25Q: 3 clusters Score -2.626885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 114907 members 
Entering Unmasked Estep 
Score: -26268862.000000 Penalty: 14281.096680
	Iteration 26Q: 3 clusters Score -2.626886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 114909 members 
Entering Unmasked Estep 
Score: -26268894.000000 Penalty: 14281.096680
	Iteration 27Q: 3 clusters Score -2.626889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 114912 members 
Entering Unmasked Estep 
Score: -26268886.000000 Penalty: 14281.096680
	Iteration 28Q: 3 clusters Score -2.626889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 114915 members 
Entering Unmasked Estep 
Score: -26268890.000000 Penalty: 14281.096680
	Iteration 29Q: 3 clusters Score -2.626889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 114915 members 
Entering Unmasked Estep 
Score: -26268890.000000 Penalty: 14281.096680
	Iteration 30F: 3 clusters Score -2.626889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -267284.031250 Penalty: 4354.801270
	Iteration 0F: 2 clusters Score -267284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -262948.625000 Penalty: 8709.602539
	Iteration 0F: 3 clusters Score -262948.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -263391.375000 Penalty: 8709.602539
	Iteration 1F: 3 clusters Score -263391.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -263522.125000 Penalty: 8709.602539
	Iteration 2Q: 3 clusters Score -263522.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -263599.625000 Penalty: 8709.602539
	Iteration 3Q: 3 clusters Score -263599.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -263635.500000 Penalty: 8709.602539
	Iteration 4Q: 3 clusters Score -263635.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -263681.375000 Penalty: 8709.602539
	Iteration 5Q: 3 clusters Score -263681.4 nChanged 14
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: -263720.218750 Penalty: 8709.602539
	Iteration 6Q: 3 clusters Score -263720.2 nChanged 10
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: -263755.500000 Penalty: 8709.602539
	Iteration 7Q: 3 clusters Score -263755.5 nChanged 12
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: -263783.531250 Penalty: 8709.602539
	Iteration 8Q: 3 clusters Score -263783.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -263800.281250 Penalty: 8709.602539
	Iteration 9Q: 3 clusters Score -263800.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -263810.218750 Penalty: 8709.602539
	Iteration 10Q: 3 clusters Score -263810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -263813.375000 Penalty: 8709.602539
	Iteration 11Q: 3 clusters Score -263813.4 nChanged 1
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: -263814.562500 Penalty: 8709.602539
	Iteration 12Q: 3 clusters Score -263814.6 nChanged 0
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: -263814.562500 Penalty: 8709.602539
	Iteration 13F: 3 clusters Score -263814.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Entering Unmasked Estep 
Score: -13657805.000000 Penalty: 6734.771484
	Iteration 0F: 2 clusters Score -1.36578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -13615918.000000 Penalty: 13469.542969
	Iteration 0F: 3 clusters Score -1.361592e+07 nChanged 26460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -13630297.000000 Penalty: 13469.542969
	Iteration 1F: 3 clusters Score -1.36303e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -13631089.000000 Penalty: 13469.542969
	Iteration 2Q: 3 clusters Score -1.363109e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -13631874.000000 Penalty: 13469.542969
	Iteration 3Q: 3 clusters Score -1.363187e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -13632755.000000 Penalty: 13469.542969
	Iteration 4Q: 3 clusters Score -1.363276e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -13633655.000000 Penalty: 13469.542969
	Iteration 5Q: 3 clusters Score -1.363366e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -13634923.000000 Penalty: 13469.542969
	Iteration 6Q: 3 clusters Score -1.363492e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -13636702.000000 Penalty: 13469.542969
	Iteration 7F: 3 clusters Score -1.36367e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -13639286.000000 Penalty: 13469.542969
	Iteration 8F: 3 clusters Score -1.363929e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -13642474.000000 Penalty: 13469.542969
	Iteration 9F: 3 clusters Score -1.364247e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -13645767.000000 Penalty: 13469.542969
	Iteration 10F: 3 clusters Score -1.364577e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -13648440.000000 Penalty: 13469.542969
	Iteration 11Q: 3 clusters Score -1.364844e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -13650113.000000 Penalty: 13469.542969
	Iteration 12Q: 3 clusters Score -1.365011e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -13650880.000000 Penalty: 13469.542969
	Iteration 13Q: 3 clusters Score -1.365088e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13651365.000000 Penalty: 13469.542969
	Iteration 14Q: 3 clusters Score -1.365136e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13651610.000000 Penalty: 13469.542969
	Iteration 15Q: 3 clusters Score -1.365161e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13651761.000000 Penalty: 13469.542969
	Iteration 16Q: 3 clusters Score -1.365176e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13651850.000000 Penalty: 13469.542969
	Iteration 17Q: 3 clusters Score -1.365185e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13651927.000000 Penalty: 13469.542969
	Iteration 18Q: 3 clusters Score -1.365193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13651965.000000 Penalty: 13469.542969
	Iteration 19Q: 3 clusters Score -1.365196e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -13651985.000000 Penalty: 13469.542969
	Iteration 20F: 3 clusters Score -1.365198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13652007.000000 Penalty: 13469.542969
	Iteration 21Q: 3 clusters Score -1.365201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13652023.000000 Penalty: 13469.542969
	Iteration 22Q: 3 clusters Score -1.365202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13652039.000000 Penalty: 13469.542969
	Iteration 23Q: 3 clusters Score -1.365204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13652047.000000 Penalty: 13469.542969
	Iteration 24Q: 3 clusters Score -1.365205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -13652068.000000 Penalty: 13469.542969
	Iteration 25Q: 3 clusters Score -1.365207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13652062.000000 Penalty: 13469.542969
	Iteration 26Q: 3 clusters Score -1.365206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -13652071.000000 Penalty: 13469.542969
	Iteration 27Q: 3 clusters Score -1.365207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13652078.000000 Penalty: 13469.542969
	Iteration 28Q: 3 clusters Score -1.365208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -13652075.000000 Penalty: 13469.542969
	Iteration 29Q: 3 clusters Score -1.365208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13652079.000000 Penalty: 13469.542969
	Iteration 30Q: 3 clusters Score -1.365208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13652079.000000 Penalty: 13469.542969
	Iteration 31F: 3 clusters Score -1.365208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (75511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Entering Unmasked Estep 
Score: -17248746.000000 Penalty: 6879.620605
	Iteration 0F: 2 clusters Score -1.724875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -17196758.000000 Penalty: 13759.241211
	Iteration 0F: 3 clusters Score -1.719676e+07 nChanged 33963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -17215148.000000 Penalty: 13759.241211
	Iteration 1F: 3 clusters Score -1.721515e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -17216160.000000 Penalty: 13759.241211
	Iteration 2Q: 3 clusters Score -1.721616e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -17217054.000000 Penalty: 13759.241211
	Iteration 3Q: 3 clusters Score -1.721705e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -17218078.000000 Penalty: 13759.241211
	Iteration 4Q: 3 clusters Score -1.721808e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -17219252.000000 Penalty: 13759.241211
	Iteration 5Q: 3 clusters Score -1.721925e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -17220746.000000 Penalty: 13759.241211
	Iteration 6Q: 3 clusters Score -1.722075e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -17222716.000000 Penalty: 13759.241211
	Iteration 7Q: 3 clusters Score -1.722272e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -17225650.000000 Penalty: 13759.241211
	Iteration 8F: 3 clusters Score -1.722565e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -17229750.000000 Penalty: 13759.241211
	Iteration 9F: 3 clusters Score -1.722975e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -17234284.000000 Penalty: 13759.241211
	Iteration 10F: 3 clusters Score -1.723428e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -17238150.000000 Penalty: 13759.241211
	Iteration 11F: 3 clusters Score -1.723815e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -17240494.000000 Penalty: 13759.241211
	Iteration 12Q: 3 clusters Score -1.724049e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -17241578.000000 Penalty: 13759.241211
	Iteration 13Q: 3 clusters Score -1.724158e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17242090.000000 Penalty: 13759.241211
	Iteration 14Q: 3 clusters Score -1.724209e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17242350.000000 Penalty: 13759.241211
	Iteration 15Q: 3 clusters Score -1.724235e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17242502.000000 Penalty: 13759.241211
	Iteration 16Q: 3 clusters Score -1.72425e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -17242588.000000 Penalty: 13759.241211
	Iteration 17Q: 3 clusters Score -1.724259e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -17242654.000000 Penalty: 13759.241211
	Iteration 18Q: 3 clusters Score -1.724265e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -17242690.000000 Penalty: 13759.241211
	Iteration 19Q: 3 clusters Score -1.724269e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -17242730.000000 Penalty: 13759.241211
	Iteration 20F: 3 clusters Score -1.724273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -17242748.000000 Penalty: 13759.241211
	Iteration 21Q: 3 clusters Score -1.724275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -17242770.000000 Penalty: 13759.241211
	Iteration 22Q: 3 clusters Score -1.724277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -17242780.000000 Penalty: 13759.241211
	Iteration 23Q: 3 clusters Score -1.724278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -17242784.000000 Penalty: 13759.241211
	Iteration 24Q: 3 clusters Score -1.724278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -17242786.000000 Penalty: 13759.241211
	Iteration 25Q: 3 clusters Score -1.724279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -17242792.000000 Penalty: 13759.241211
	Iteration 26Q: 3 clusters Score -1.724279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -17242792.000000 Penalty: 13759.241211
	Iteration 27Q: 3 clusters Score -1.724279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74944 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -17242800.000000 Penalty: 13759.241211
	Iteration 28Q: 3 clusters Score -1.72428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74944 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -17242800.000000 Penalty: 13759.241211
	Iteration 29F: 3 clusters Score -1.72428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (53707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Entering Unmasked Estep 
Score: -12236416.000000 Penalty: 6670.920410
	Iteration 0F: 2 clusters Score -1.223642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -12198381.000000 Penalty: 13341.840820
	Iteration 0F: 3 clusters Score -1.219838e+07 nChanged 23648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -12210887.000000 Penalty: 13341.840820
	Iteration 1F: 3 clusters Score -1.221089e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -12211771.000000 Penalty: 13341.840820
	Iteration 2F: 3 clusters Score -1.221177e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -12212438.000000 Penalty: 13341.840820
	Iteration 3Q: 3 clusters Score -1.221244e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -12213005.000000 Penalty: 13341.840820
	Iteration 4Q: 3 clusters Score -1.2213e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -12213411.000000 Penalty: 13341.840820
	Iteration 5Q: 3 clusters Score -1.221341e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -12213807.000000 Penalty: 13341.840820
	Iteration 6Q: 3 clusters Score -1.221381e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -12214180.000000 Penalty: 13341.840820
	Iteration 7Q: 3 clusters Score -1.221418e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -12214542.000000 Penalty: 13341.840820
	Iteration 8Q: 3 clusters Score -1.221454e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -12215023.000000 Penalty: 13341.840820
	Iteration 9Q: 3 clusters Score -1.221502e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -12215642.000000 Penalty: 13341.840820
	Iteration 10Q: 3 clusters Score -1.221564e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -12216522.000000 Penalty: 13341.840820
	Iteration 11Q: 3 clusters Score -1.221652e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -12217761.000000 Penalty: 13341.840820
	Iteration 12Q: 3 clusters Score -1.221776e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -12219394.000000 Penalty: 13341.840820
	Iteration 13F: 3 clusters Score -1.221939e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -12221678.000000 Penalty: 13341.840820
	Iteration 14F: 3 clusters Score -1.222168e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -12224126.000000 Penalty: 13341.840820
	Iteration 15F: 3 clusters Score -1.222413e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -12226471.000000 Penalty: 13341.840820
	Iteration 16F: 3 clusters Score -1.222647e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -12228278.000000 Penalty: 13341.840820
	Iteration 17Q: 3 clusters Score -1.222828e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -12229317.000000 Penalty: 13341.840820
	Iteration 18Q: 3 clusters Score -1.222932e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -12229886.000000 Penalty: 13341.840820
	Iteration 19Q: 3 clusters Score -1.222989e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12230127.000000 Penalty: 13341.840820
	Iteration 20F: 3 clusters Score -1.223013e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12230290.000000 Penalty: 13341.840820
	Iteration 21Q: 3 clusters Score -1.223029e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12230375.000000 Penalty: 13341.840820
	Iteration 22Q: 3 clusters Score -1.223038e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12230476.000000 Penalty: 13341.840820
	Iteration 23Q: 3 clusters Score -1.223048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12230482.000000 Penalty: 13341.840820
	Iteration 24Q: 3 clusters Score -1.223048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12230506.000000 Penalty: 13341.840820
	Iteration 25Q: 3 clusters Score -1.223051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12230529.000000 Penalty: 13341.840820
	Iteration 26Q: 3 clusters Score -1.223053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12230555.000000 Penalty: 13341.840820
	Iteration 27Q: 3 clusters Score -1.223056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12230564.000000 Penalty: 13341.840820
	Iteration 28Q: 3 clusters Score -1.223056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12230579.000000 Penalty: 13341.840820
	Iteration 29Q: 3 clusters Score -1.223058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12230606.000000 Penalty: 13341.840820
	Iteration 30Q: 3 clusters Score -1.223061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12230598.000000 Penalty: 13341.840820
	Iteration 31Q: 3 clusters Score -1.22306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12230604.000000 Penalty: 13341.840820
	Iteration 32Q: 3 clusters Score -1.22306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12230615.000000 Penalty: 13341.840820
	Iteration 33Q: 3 clusters Score -1.223062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12230611.000000 Penalty: 13341.840820
	Iteration 34Q: 3 clusters Score -1.223061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12230604.000000 Penalty: 13341.840820
	Iteration 35Q: 3 clusters Score -1.22306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12230617.000000 Penalty: 13341.840820
	Iteration 36Q: 3 clusters Score -1.223062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12230630.000000 Penalty: 13341.840820
	Iteration 37Q: 3 clusters Score -1.223063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12230629.000000 Penalty: 13341.840820
	Iteration 38Q: 3 clusters Score -1.223063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12230629.000000 Penalty: 13341.840820
	Iteration 39F: 3 clusters Score -1.223063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Entering Unmasked Estep 
Score: -6206296.500000 Penalty: 6250.969238
	Iteration 0F: 2 clusters Score -6206296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -6185387.000000 Penalty: 12501.938477
	Iteration 0F: 3 clusters Score -6185387 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -6191397.500000 Penalty: 12501.938477
	Iteration 1F: 3 clusters Score -6191398 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -6192076.500000 Penalty: 12501.938477
	Iteration 2F: 3 clusters Score -6192076 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -6192551.000000 Penalty: 12501.938477
	Iteration 3Q: 3 clusters Score -6192551 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -6192894.500000 Penalty: 12501.938477
	Iteration 4Q: 3 clusters Score -6192894 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -6193237.000000 Penalty: 12501.938477
	Iteration 5Q: 3 clusters Score -6193237 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -6193516.500000 Penalty: 12501.938477
	Iteration 6Q: 3 clusters Score -6193516 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -6193850.500000 Penalty: 12501.938477
	Iteration 7Q: 3 clusters Score -6193850 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -6194196.500000 Penalty: 12501.938477
	Iteration 8Q: 3 clusters Score -6194196 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -6194639.000000 Penalty: 12501.938477
	Iteration 9Q: 3 clusters Score -6194639 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -6195109.500000 Penalty: 12501.938477
	Iteration 10Q: 3 clusters Score -6195110 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -6195688.500000 Penalty: 12501.938477
	Iteration 11Q: 3 clusters Score -6195688 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -6196392.000000 Penalty: 12501.938477
	Iteration 12Q: 3 clusters Score -6196392 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -6197148.000000 Penalty: 12501.938477
	Iteration 13Q: 3 clusters Score -6197148 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -6197883.000000 Penalty: 12501.938477
	Iteration 14Q: 3 clusters Score -6197883 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6198587.500000 Penalty: 12501.938477
	Iteration 15Q: 3 clusters Score -6198588 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6199210.500000 Penalty: 12501.938477
	Iteration 16Q: 3 clusters Score -6199210 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6199660.000000 Penalty: 12501.938477
	Iteration 17Q: 3 clusters Score -6199660 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6199968.500000 Penalty: 12501.938477
	Iteration 18Q: 3 clusters Score -6199968 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6200182.000000 Penalty: 12501.938477
	Iteration 19Q: 3 clusters Score -6200182 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6200322.000000 Penalty: 12501.938477
	Iteration 20F: 3 clusters Score -6200322 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6200434.000000 Penalty: 12501.938477
	Iteration 21Q: 3 clusters Score -6200434 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6200547.500000 Penalty: 12501.938477
	Iteration 22Q: 3 clusters Score -6200548 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6200608.500000 Penalty: 12501.938477
	Iteration 23Q: 3 clusters Score -6200608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6200662.000000 Penalty: 12501.938477
	Iteration 24Q: 3 clusters Score -6200662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6200692.000000 Penalty: 12501.938477
	Iteration 25Q: 3 clusters Score -6200692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6200721.000000 Penalty: 12501.938477
	Iteration 26Q: 3 clusters Score -6200721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6200748.000000 Penalty: 12501.938477
	Iteration 27Q: 3 clusters Score -6200748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6200757.500000 Penalty: 12501.938477
	Iteration 28Q: 3 clusters Score -6200758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6200770.500000 Penalty: 12501.938477
	Iteration 29Q: 3 clusters Score -6200770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6200779.500000 Penalty: 12501.938477
	Iteration 30Q: 3 clusters Score -6200780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6200788.000000 Penalty: 12501.938477
	Iteration 31Q: 3 clusters Score -6200788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6200792.000000 Penalty: 12501.938477
	Iteration 32Q: 3 clusters Score -6200792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6200796.500000 Penalty: 12501.938477
	Iteration 33Q: 3 clusters Score -6200796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6200807.500000 Penalty: 12501.938477
	Iteration 34Q: 3 clusters Score -6200808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6200812.500000 Penalty: 12501.938477
	Iteration 35Q: 3 clusters Score -6200812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6200814.500000 Penalty: 12501.938477
	Iteration 36Q: 3 clusters Score -6200814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6200815.000000 Penalty: 12501.938477
	Iteration 37Q: 3 clusters Score -6200815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6200820.000000 Penalty: 12501.938477
	Iteration 38Q: 3 clusters Score -6200820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6200822.000000 Penalty: 12501.938477
	Iteration 39Q: 3 clusters Score -6200822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6200826.000000 Penalty: 12501.938477
	Iteration 40F: 3 clusters Score -6200826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (65454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Entering Unmasked Estep 
Score: -14401310.000000 Penalty: 6792.075195
	Iteration 0F: 2 clusters Score -1.440131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -14355610.000000 Penalty: 13584.150391
	Iteration 0F: 3 clusters Score -1.435561e+07 nChanged 29313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -14371362.000000 Penalty: 13584.150391
	Iteration 1F: 3 clusters Score -1.437136e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -14372513.000000 Penalty: 13584.150391
	Iteration 2Q: 3 clusters Score -1.437251e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -14373672.000000 Penalty: 13584.150391
	Iteration 3Q: 3 clusters Score -1.437367e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -14374655.000000 Penalty: 13584.150391
	Iteration 4Q: 3 clusters Score -1.437466e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -14375845.000000 Penalty: 13584.150391
	Iteration 5Q: 3 clusters Score -1.437584e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -14376943.000000 Penalty: 13584.150391
	Iteration 6Q: 3 clusters Score -1.437694e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -14378085.000000 Penalty: 13584.150391
	Iteration 7Q: 3 clusters Score -1.437808e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -14379283.000000 Penalty: 13584.150391
	Iteration 8Q: 3 clusters Score -1.437928e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -14380381.000000 Penalty: 13584.150391
	Iteration 9Q: 3 clusters Score -1.438038e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -14381471.000000 Penalty: 13584.150391
	Iteration 10Q: 3 clusters Score -1.438147e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -14382389.000000 Penalty: 13584.150391
	Iteration 11Q: 3 clusters Score -1.438239e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -14383121.000000 Penalty: 13584.150391
	Iteration 12Q: 3 clusters Score -1.438312e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -14383884.000000 Penalty: 13584.150391
	Iteration 13Q: 3 clusters Score -1.438388e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -14384541.000000 Penalty: 13584.150391
	Iteration 14Q: 3 clusters Score -1.438454e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -14385200.000000 Penalty: 13584.150391
	Iteration 15Q: 3 clusters Score -1.43852e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -14385621.000000 Penalty: 13584.150391
	Iteration 16Q: 3 clusters Score -1.438562e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -14386067.000000 Penalty: 13584.150391
	Iteration 17Q: 3 clusters Score -1.438607e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -14386522.000000 Penalty: 13584.150391
	Iteration 18Q: 3 clusters Score -1.438652e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -14386837.000000 Penalty: 13584.150391
	Iteration 19Q: 3 clusters Score -1.438684e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -14387062.000000 Penalty: 13584.150391
	Iteration 20F: 3 clusters Score -1.438706e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -14387317.000000 Penalty: 13584.150391
	Iteration 21Q: 3 clusters Score -1.438732e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -14387431.000000 Penalty: 13584.150391
	Iteration 22Q: 3 clusters Score -1.438743e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -14387638.000000 Penalty: 13584.150391
	Iteration 23Q: 3 clusters Score -1.438764e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -14387736.000000 Penalty: 13584.150391
	Iteration 24Q: 3 clusters Score -1.438774e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -14387802.000000 Penalty: 13584.150391
	Iteration 25Q: 3 clusters Score -1.43878e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -14387782.000000 Penalty: 13584.150391
	Iteration 26Q: 3 clusters Score -1.438778e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -14387828.000000 Penalty: 13584.150391
	Iteration 27Q: 3 clusters Score -1.438783e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -14387874.000000 Penalty: 13584.150391
	Iteration 28Q: 3 clusters Score -1.438787e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -14388032.000000 Penalty: 13584.150391
	Iteration 29Q: 3 clusters Score -1.438803e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -14388116.000000 Penalty: 13584.150391
	Iteration 30Q: 3 clusters Score -1.438812e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -14388173.000000 Penalty: 13584.150391
	Iteration 31Q: 3 clusters Score -1.438817e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -14388281.000000 Penalty: 13584.150391
	Iteration 32Q: 3 clusters Score -1.438828e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -14388399.000000 Penalty: 13584.150391
	Iteration 33Q: 3 clusters Score -1.43884e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -14388507.000000 Penalty: 13584.150391
	Iteration 34Q: 3 clusters Score -1.438851e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -14388580.000000 Penalty: 13584.150391
	Iteration 35Q: 3 clusters Score -1.438858e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -14388623.000000 Penalty: 13584.150391
	Iteration 36Q: 3 clusters Score -1.438862e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -14388741.000000 Penalty: 13584.150391
	Iteration 37Q: 3 clusters Score -1.438874e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -14388843.000000 Penalty: 13584.150391
	Iteration 38Q: 3 clusters Score -1.438884e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -14388960.000000 Penalty: 13584.150391
	Iteration 39Q: 3 clusters Score -1.438896e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -14389196.000000 Penalty: 13584.150391
	Iteration 40F: 3 clusters Score -1.43892e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -14389323.000000 Penalty: 13584.150391
	Iteration 41Q: 3 clusters Score -1.438932e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -14389427.000000 Penalty: 13584.150391
	Iteration 42Q: 3 clusters Score -1.438943e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -14389611.000000 Penalty: 13584.150391
	Iteration 43Q: 3 clusters Score -1.438961e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -14389767.000000 Penalty: 13584.150391
	Iteration 44Q: 3 clusters Score -1.438977e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -14389875.000000 Penalty: 13584.150391
	Iteration 45Q: 3 clusters Score -1.438988e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -14390198.000000 Penalty: 13584.150391
	Iteration 46Q: 3 clusters Score -1.43902e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -14390407.000000 Penalty: 13584.150391
	Iteration 47Q: 3 clusters Score -1.439041e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -14390607.000000 Penalty: 13584.150391
	Iteration 48Q: 3 clusters Score -1.439061e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -14390756.000000 Penalty: 13584.150391
	Iteration 49Q: 3 clusters Score -1.439076e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -14390983.000000 Penalty: 13584.150391
	Iteration 50Q: 3 clusters Score -1.439098e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -14391333.000000 Penalty: 13584.150391
	Iteration 51Q: 3 clusters Score -1.439133e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -14391561.000000 Penalty: 13584.150391
	Iteration 52Q: 3 clusters Score -1.439156e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -14391793.000000 Penalty: 13584.150391
	Iteration 53Q: 3 clusters Score -1.439179e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -14392003.000000 Penalty: 13584.150391
	Iteration 54Q: 3 clusters Score -1.4392e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -14392152.000000 Penalty: 13584.150391
	Iteration 55Q: 3 clusters Score -1.439215e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -14392427.000000 Penalty: 13584.150391
	Iteration 56Q: 3 clusters Score -1.439243e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -14392614.000000 Penalty: 13584.150391
	Iteration 57Q: 3 clusters Score -1.439261e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -14392857.000000 Penalty: 13584.150391
	Iteration 58Q: 3 clusters Score -1.439286e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -14393125.000000 Penalty: 13584.150391
	Iteration 59Q: 3 clusters Score -1.439312e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -14393351.000000 Penalty: 13584.150391
	Iteration 60F: 3 clusters Score -1.439335e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -14393624.000000 Penalty: 13584.150391
	Iteration 61Q: 3 clusters Score -1.439362e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -14393882.000000 Penalty: 13584.150391
	Iteration 62Q: 3 clusters Score -1.439388e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -14394085.000000 Penalty: 13584.150391
	Iteration 63Q: 3 clusters Score -1.439408e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -14394253.000000 Penalty: 13584.150391
	Iteration 64Q: 3 clusters Score -1.439425e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -14394391.000000 Penalty: 13584.150391
	Iteration 65Q: 3 clusters Score -1.439439e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -14394452.000000 Penalty: 13584.150391
	Iteration 66Q: 3 clusters Score -1.439445e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -14394510.000000 Penalty: 13584.150391
	Iteration 67Q: 3 clusters Score -1.439451e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -14394564.000000 Penalty: 13584.150391
	Iteration 68Q: 3 clusters Score -1.439456e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -14394605.000000 Penalty: 13584.150391
	Iteration 69Q: 3 clusters Score -1.43946e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -14394671.000000 Penalty: 13584.150391
	Iteration 70Q: 3 clusters Score -1.439467e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -14394725.000000 Penalty: 13584.150391
	Iteration 71Q: 3 clusters Score -1.439472e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -14394721.000000 Penalty: 13584.150391
	Iteration 72Q: 3 clusters Score -1.439472e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -14394781.000000 Penalty: 13584.150391
	Iteration 73Q: 3 clusters Score -1.439478e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -14394790.000000 Penalty: 13584.150391
	Iteration 74Q: 3 clusters Score -1.439479e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -14394813.000000 Penalty: 13584.150391
	Iteration 75Q: 3 clusters Score -1.439481e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -14394815.000000 Penalty: 13584.150391
	Iteration 76Q: 3 clusters Score -1.439482e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -14394867.000000 Penalty: 13584.150391
	Iteration 77Q: 3 clusters Score -1.439487e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -14394942.000000 Penalty: 13584.150391
	Iteration 78Q: 3 clusters Score -1.439494e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -14394972.000000 Penalty: 13584.150391
	Iteration 79Q: 3 clusters Score -1.439497e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -14394980.000000 Penalty: 13584.150391
	Iteration 80F: 3 clusters Score -1.439498e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -14395045.000000 Penalty: 13584.150391
	Iteration 81Q: 3 clusters Score -1.439504e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -14395061.000000 Penalty: 13584.150391
	Iteration 82Q: 3 clusters Score -1.439506e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -14395096.000000 Penalty: 13584.150391
	Iteration 83Q: 3 clusters Score -1.43951e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -14395137.000000 Penalty: 13584.150391
	Iteration 84Q: 3 clusters Score -1.439514e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -14395173.000000 Penalty: 13584.150391
	Iteration 85Q: 3 clusters Score -1.439517e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -14395196.000000 Penalty: 13584.150391
	Iteration 86Q: 3 clusters Score -1.43952e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -14395217.000000 Penalty: 13584.150391
	Iteration 87Q: 3 clusters Score -1.439522e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -14395242.000000 Penalty: 13584.150391
	Iteration 88Q: 3 clusters Score -1.439524e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -14395280.000000 Penalty: 13584.150391
	Iteration 89Q: 3 clusters Score -1.439528e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -14395297.000000 Penalty: 13584.150391
	Iteration 90Q: 3 clusters Score -1.43953e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -14395339.000000 Penalty: 13584.150391
	Iteration 91Q: 3 clusters Score -1.439534e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -14395352.000000 Penalty: 13584.150391
	Iteration 92Q: 3 clusters Score -1.439535e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -14395367.000000 Penalty: 13584.150391
	Iteration 93Q: 3 clusters Score -1.439537e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -14395399.000000 Penalty: 13584.150391
	Iteration 94Q: 3 clusters Score -1.43954e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -14395409.000000 Penalty: 13584.150391
	Iteration 95Q: 3 clusters Score -1.439541e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -14395463.000000 Penalty: 13584.150391
	Iteration 96Q: 3 clusters Score -1.439546e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -14395438.000000 Penalty: 13584.150391
	Iteration 97Q: 3 clusters Score -1.439544e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -14395500.000000 Penalty: 13584.150391
	Iteration 98Q: 3 clusters Score -1.43955e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -14395474.000000 Penalty: 13584.150391
	Iteration 99Q: 3 clusters Score -1.439547e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -14395472.000000 Penalty: 13584.150391
	Iteration 100F: 3 clusters Score -1.439547e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -14395489.000000 Penalty: 13584.150391
	Iteration 101Q: 3 clusters Score -1.439549e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -14395497.000000 Penalty: 13584.150391
	Iteration 102Q: 3 clusters Score -1.43955e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -14395552.000000 Penalty: 13584.150391
	Iteration 103Q: 3 clusters Score -1.439555e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -14395565.000000 Penalty: 13584.150391
	Iteration 104Q: 3 clusters Score -1.439556e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -14395558.000000 Penalty: 13584.150391
	Iteration 105Q: 3 clusters Score -1.439556e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -14395552.000000 Penalty: 13584.150391
	Iteration 106Q: 3 clusters Score -1.439555e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -14395597.000000 Penalty: 13584.150391
	Iteration 107Q: 3 clusters Score -1.43956e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -14395622.000000 Penalty: 13584.150391
	Iteration 108Q: 3 clusters Score -1.439562e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -14395632.000000 Penalty: 13584.150391
	Iteration 109Q: 3 clusters Score -1.439563e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -14395650.000000 Penalty: 13584.150391
	Iteration 110Q: 3 clusters Score -1.439565e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -14395663.000000 Penalty: 13584.150391
	Iteration 111Q: 3 clusters Score -1.439566e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -14395699.000000 Penalty: 13584.150391
	Iteration 112Q: 3 clusters Score -1.43957e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -14395707.000000 Penalty: 13584.150391
	Iteration 113Q: 3 clusters Score -1.439571e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -14395727.000000 Penalty: 13584.150391
	Iteration 114Q: 3 clusters Score -1.439573e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -14395723.000000 Penalty: 13584.150391
	Iteration 115Q: 3 clusters Score -1.439572e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -14395772.000000 Penalty: 13584.150391
	Iteration 116Q: 3 clusters Score -1.439577e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -14395758.000000 Penalty: 13584.150391
	Iteration 117Q: 3 clusters Score -1.439576e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -14395772.000000 Penalty: 13584.150391
	Iteration 118Q: 3 clusters Score -1.439577e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -14395789.000000 Penalty: 13584.150391
	Iteration 119Q: 3 clusters Score -1.439579e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -14395813.000000 Penalty: 13584.150391
	Iteration 120F: 3 clusters Score -1.439581e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -14395832.000000 Penalty: 13584.150391
	Iteration 121Q: 3 clusters Score -1.439583e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -14395812.000000 Penalty: 13584.150391
	Iteration 122Q: 3 clusters Score -1.439581e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -14395830.000000 Penalty: 13584.150391
	Iteration 123Q: 3 clusters Score -1.439583e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -14395831.000000 Penalty: 13584.150391
	Iteration 124Q: 3 clusters Score -1.439583e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -14395825.000000 Penalty: 13584.150391
	Iteration 125Q: 3 clusters Score -1.439582e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -14395834.000000 Penalty: 13584.150391
	Iteration 126Q: 3 clusters Score -1.439583e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -14395872.000000 Penalty: 13584.150391
	Iteration 127Q: 3 clusters Score -1.439587e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -14395870.000000 Penalty: 13584.150391
	Iteration 128Q: 3 clusters Score -1.439587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -14395872.000000 Penalty: 13584.150391
	Iteration 129Q: 3 clusters Score -1.439587e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -14395899.000000 Penalty: 13584.150391
	Iteration 130Q: 3 clusters Score -1.43959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -14395899.000000 Penalty: 13584.150391
	Iteration 131Q: 3 clusters Score -1.43959e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -14395911.000000 Penalty: 13584.150391
	Iteration 132Q: 3 clusters Score -1.439591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -14395927.000000 Penalty: 13584.150391
	Iteration 133Q: 3 clusters Score -1.439593e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -14395911.000000 Penalty: 13584.150391
	Iteration 134Q: 3 clusters Score -1.439591e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -14395907.000000 Penalty: 13584.150391
	Iteration 135Q: 3 clusters Score -1.439591e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -14395900.000000 Penalty: 13584.150391
	Iteration 136Q: 3 clusters Score -1.43959e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -14395887.000000 Penalty: 13584.150391
	Iteration 137Q: 3 clusters Score -1.439589e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -14395886.000000 Penalty: 13584.150391
	Iteration 138Q: 3 clusters Score -1.439589e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -14395896.000000 Penalty: 13584.150391
	Iteration 139Q: 3 clusters Score -1.43959e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -14395941.000000 Penalty: 13584.150391
	Iteration 140F: 3 clusters Score -1.439594e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -14395953.000000 Penalty: 13584.150391
	Iteration 141Q: 3 clusters Score -1.439595e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -14395980.000000 Penalty: 13584.150391
	Iteration 142Q: 3 clusters Score -1.439598e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -14395973.000000 Penalty: 13584.150391
	Iteration 143Q: 3 clusters Score -1.439597e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -14396019.000000 Penalty: 13584.150391
	Iteration 144Q: 3 clusters Score -1.439602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -14396019.000000 Penalty: 13584.150391
	Iteration 145Q: 3 clusters Score -1.439602e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -14396042.000000 Penalty: 13584.150391
	Iteration 146Q: 3 clusters Score -1.439604e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -14396049.000000 Penalty: 13584.150391
	Iteration 147Q: 3 clusters Score -1.439605e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -14396056.000000 Penalty: 13584.150391
	Iteration 148Q: 3 clusters Score -1.439606e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -14396064.000000 Penalty: 13584.150391
	Iteration 149Q: 3 clusters Score -1.439606e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -14396063.000000 Penalty: 13584.150391
	Iteration 150Q: 3 clusters Score -1.439606e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -14396097.000000 Penalty: 13584.150391
	Iteration 151Q: 3 clusters Score -1.43961e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -14396109.000000 Penalty: 13584.150391
	Iteration 152Q: 3 clusters Score -1.439611e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -14396130.000000 Penalty: 13584.150391
	Iteration 153Q: 3 clusters Score -1.439613e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -14396130.000000 Penalty: 13584.150391
	Iteration 154Q: 3 clusters Score -1.439613e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -14396138.000000 Penalty: 13584.150391
	Iteration 155Q: 3 clusters Score -1.439614e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -14396109.000000 Penalty: 13584.150391
	Iteration 156Q: 3 clusters Score -1.439611e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -14396104.000000 Penalty: 13584.150391
	Iteration 157Q: 3 clusters Score -1.43961e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -14396122.000000 Penalty: 13584.150391
	Iteration 158Q: 3 clusters Score -1.439612e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -14396114.000000 Penalty: 13584.150391
	Iteration 159Q: 3 clusters Score -1.439611e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -14396125.000000 Penalty: 13584.150391
	Iteration 160F: 3 clusters Score -1.439612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -14396147.000000 Penalty: 13584.150391
	Iteration 161Q: 3 clusters Score -1.439615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -14396156.000000 Penalty: 13584.150391
	Iteration 162Q: 3 clusters Score -1.439616e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60226 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -14396164.000000 Penalty: 13584.150391
	Iteration 163Q: 3 clusters Score -1.439616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -14396170.000000 Penalty: 13584.150391
	Iteration 164Q: 3 clusters Score -1.439617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -14396163.000000 Penalty: 13584.150391
	Iteration 165Q: 3 clusters Score -1.439616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60287 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -14396176.000000 Penalty: 13584.150391
	Iteration 166Q: 3 clusters Score -1.439618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -14396191.000000 Penalty: 13584.150391
	Iteration 167Q: 3 clusters Score -1.439619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -14396193.000000 Penalty: 13584.150391
	Iteration 168Q: 3 clusters Score -1.439619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -14396216.000000 Penalty: 13584.150391
	Iteration 169Q: 3 clusters Score -1.439622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -14396205.000000 Penalty: 13584.150391
	Iteration 170Q: 3 clusters Score -1.43962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -14396199.000000 Penalty: 13584.150391
	Iteration 171Q: 3 clusters Score -1.43962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -14396193.000000 Penalty: 13584.150391
	Iteration 172Q: 3 clusters Score -1.439619e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -14396206.000000 Penalty: 13584.150391
	Iteration 173Q: 3 clusters Score -1.439621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -14396212.000000 Penalty: 13584.150391
	Iteration 174Q: 3 clusters Score -1.439621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -14396218.000000 Penalty: 13584.150391
	Iteration 175Q: 3 clusters Score -1.439622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -14396220.000000 Penalty: 13584.150391
	Iteration 176Q: 3 clusters Score -1.439622e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -14396231.000000 Penalty: 13584.150391
	Iteration 177Q: 3 clusters Score -1.439623e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -14396273.000000 Penalty: 13584.150391
	Iteration 178Q: 3 clusters Score -1.439627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -14396263.000000 Penalty: 13584.150391
	Iteration 179Q: 3 clusters Score -1.439626e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -14396249.000000 Penalty: 13584.150391
	Iteration 180F: 3 clusters Score -1.439625e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -14396255.000000 Penalty: 13584.150391
	Iteration 181Q: 3 clusters Score -1.439626e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -14396249.000000 Penalty: 13584.150391
	Iteration 182Q: 3 clusters Score -1.439625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -14396273.000000 Penalty: 13584.150391
	Iteration 183Q: 3 clusters Score -1.439627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -14396272.000000 Penalty: 13584.150391
	Iteration 184Q: 3 clusters Score -1.439627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -14396303.000000 Penalty: 13584.150391
	Iteration 185Q: 3 clusters Score -1.43963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -14396318.000000 Penalty: 13584.150391
	Iteration 186Q: 3 clusters Score -1.439632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -14396299.000000 Penalty: 13584.150391
	Iteration 187Q: 3 clusters Score -1.43963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -14396319.000000 Penalty: 13584.150391
	Iteration 188Q: 3 clusters Score -1.439632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -14396310.000000 Penalty: 13584.150391
	Iteration 189Q: 3 clusters Score -1.439631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -14396314.000000 Penalty: 13584.150391
	Iteration 190Q: 3 clusters Score -1.439631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -14396321.000000 Penalty: 13584.150391
	Iteration 191Q: 3 clusters Score -1.439632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -14396327.000000 Penalty: 13584.150391
	Iteration 192Q: 3 clusters Score -1.439633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -14396333.000000 Penalty: 13584.150391
	Iteration 193Q: 3 clusters Score -1.439633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -14396336.000000 Penalty: 13584.150391
	Iteration 194Q: 3 clusters Score -1.439634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -14396321.000000 Penalty: 13584.150391
	Iteration 195Q: 3 clusters Score -1.439632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -14396320.000000 Penalty: 13584.150391
	Iteration 196Q: 3 clusters Score -1.439632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -14396316.000000 Penalty: 13584.150391
	Iteration 197Q: 3 clusters Score -1.439632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -14396316.000000 Penalty: 13584.150391
	Iteration 198Q: 3 clusters Score -1.439632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -14396327.000000 Penalty: 13584.150391
	Iteration 199Q: 3 clusters Score -1.439633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -14396321.000000 Penalty: 13584.150391
	Iteration 200F: 3 clusters Score -1.439632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -14396329.000000 Penalty: 13584.150391
	Iteration 201Q: 3 clusters Score -1.439633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -14396338.000000 Penalty: 13584.150391
	Iteration 202Q: 3 clusters Score -1.439634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -14396347.000000 Penalty: 13584.150391
	Iteration 203Q: 3 clusters Score -1.439635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -14396356.000000 Penalty: 13584.150391
	Iteration 204Q: 3 clusters Score -1.439636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -14396347.000000 Penalty: 13584.150391
	Iteration 205Q: 3 clusters Score -1.439635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -14396341.000000 Penalty: 13584.150391
	Iteration 206Q: 3 clusters Score -1.439634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -14396343.000000 Penalty: 13584.150391
	Iteration 207Q: 3 clusters Score -1.439634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -14396347.000000 Penalty: 13584.150391
	Iteration 208Q: 3 clusters Score -1.439635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -14396339.000000 Penalty: 13584.150391
	Iteration 209Q: 3 clusters Score -1.439634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -14396356.000000 Penalty: 13584.150391
	Iteration 210Q: 3 clusters Score -1.439636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -14396358.000000 Penalty: 13584.150391
	Iteration 211Q: 3 clusters Score -1.439636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -14396361.000000 Penalty: 13584.150391
	Iteration 212Q: 3 clusters Score -1.439636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -14396365.000000 Penalty: 13584.150391
	Iteration 213Q: 3 clusters Score -1.439636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -14396368.000000 Penalty: 13584.150391
	Iteration 214Q: 3 clusters Score -1.439637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -14396360.000000 Penalty: 13584.150391
	Iteration 215Q: 3 clusters Score -1.439636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -14396361.000000 Penalty: 13584.150391
	Iteration 216Q: 3 clusters Score -1.439636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -14396361.000000 Penalty: 13584.150391
	Iteration 217Q: 3 clusters Score -1.439636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -14396364.000000 Penalty: 13584.150391
	Iteration 218Q: 3 clusters Score -1.439636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -14396362.000000 Penalty: 13584.150391
	Iteration 219Q: 3 clusters Score -1.439636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -14396368.000000 Penalty: 13584.150391
	Iteration 220F: 3 clusters Score -1.439637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -14396390.000000 Penalty: 13584.150391
	Iteration 221Q: 3 clusters Score -1.439639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -14396379.000000 Penalty: 13584.150391
	Iteration 222Q: 3 clusters Score -1.439638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -14396388.000000 Penalty: 13584.150391
	Iteration 223Q: 3 clusters Score -1.439639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -14396407.000000 Penalty: 13584.150391
	Iteration 224Q: 3 clusters Score -1.439641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -14396399.000000 Penalty: 13584.150391
	Iteration 225Q: 3 clusters Score -1.43964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -14396392.000000 Penalty: 13584.150391
	Iteration 226Q: 3 clusters Score -1.439639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -14396392.000000 Penalty: 13584.150391
	Iteration 227Q: 3 clusters Score -1.439639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -14396380.000000 Penalty: 13584.150391
	Iteration 228Q: 3 clusters Score -1.439638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -14396395.000000 Penalty: 13584.150391
	Iteration 229Q: 3 clusters Score -1.43964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -14396387.000000 Penalty: 13584.150391
	Iteration 230Q: 3 clusters Score -1.439639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -14396385.000000 Penalty: 13584.150391
	Iteration 231Q: 3 clusters Score -1.439638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -14396385.000000 Penalty: 13584.150391
	Iteration 232F: 3 clusters Score -1.439638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (65689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Entering Unmasked Estep 
Score: -14399656.000000 Penalty: 6794.270508
	Iteration 0F: 2 clusters Score -1.439966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -14353846.000000 Penalty: 13588.541016
	Iteration 0F: 3 clusters Score -1.435385e+07 nChanged 29478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -14369952.000000 Penalty: 13588.541016
	Iteration 1F: 3 clusters Score -1.436995e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -14371189.000000 Penalty: 13588.541016
	Iteration 2F: 3 clusters Score -1.437119e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -14372382.000000 Penalty: 13588.541016
	Iteration 3Q: 3 clusters Score -1.437238e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -14373841.000000 Penalty: 13588.541016
	Iteration 4Q: 3 clusters Score -1.437384e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -14375726.000000 Penalty: 13588.541016
	Iteration 5Q: 3 clusters Score -1.437573e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -14378175.000000 Penalty: 13588.541016
	Iteration 6F: 3 clusters Score -1.437818e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -14380725.000000 Penalty: 13588.541016
	Iteration 7F: 3 clusters Score -1.438072e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -14383291.000000 Penalty: 13588.541016
	Iteration 8F: 3 clusters Score -1.438329e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -14385342.000000 Penalty: 13588.541016
	Iteration 9F: 3 clusters Score -1.438534e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -14386850.000000 Penalty: 13588.541016
	Iteration 10Q: 3 clusters Score -1.438685e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -14387970.000000 Penalty: 13588.541016
	Iteration 11Q: 3 clusters Score -1.438797e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -14388748.000000 Penalty: 13588.541016
	Iteration 12Q: 3 clusters Score -1.438875e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -14389354.000000 Penalty: 13588.541016
	Iteration 13Q: 3 clusters Score -1.438935e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -14389692.000000 Penalty: 13588.541016
	Iteration 14Q: 3 clusters Score -1.438969e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -14389952.000000 Penalty: 13588.541016
	Iteration 15Q: 3 clusters Score -1.438995e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -14390175.000000 Penalty: 13588.541016
	Iteration 16Q: 3 clusters Score -1.439018e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -14390325.000000 Penalty: 13588.541016
	Iteration 17Q: 3 clusters Score -1.439032e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -14390439.000000 Penalty: 13588.541016
	Iteration 18Q: 3 clusters Score -1.439044e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -14390650.000000 Penalty: 13588.541016
	Iteration 19Q: 3 clusters Score -1.439065e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -14390841.000000 Penalty: 13588.541016
	Iteration 20F: 3 clusters Score -1.439084e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -14391066.000000 Penalty: 13588.541016
	Iteration 21Q: 3 clusters Score -1.439107e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -14391274.000000 Penalty: 13588.541016
	Iteration 22Q: 3 clusters Score -1.439127e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -14391501.000000 Penalty: 13588.541016
	Iteration 23Q: 3 clusters Score -1.43915e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -14391677.000000 Penalty: 13588.541016
	Iteration 24Q: 3 clusters Score -1.439168e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -14391942.000000 Penalty: 13588.541016
	Iteration 25Q: 3 clusters Score -1.439194e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -14392208.000000 Penalty: 13588.541016
	Iteration 26Q: 3 clusters Score -1.439221e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -14392409.000000 Penalty: 13588.541016
	Iteration 27Q: 3 clusters Score -1.439241e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -14392603.000000 Penalty: 13588.541016
	Iteration 28Q: 3 clusters Score -1.43926e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -14392802.000000 Penalty: 13588.541016
	Iteration 29Q: 3 clusters Score -1.43928e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -14393031.000000 Penalty: 13588.541016
	Iteration 30Q: 3 clusters Score -1.439303e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -14393255.000000 Penalty: 13588.541016
	Iteration 31Q: 3 clusters Score -1.439326e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -14393545.000000 Penalty: 13588.541016
	Iteration 32Q: 3 clusters Score -1.439354e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -14393835.000000 Penalty: 13588.541016
	Iteration 33Q: 3 clusters Score -1.439384e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -14394039.000000 Penalty: 13588.541016
	Iteration 34Q: 3 clusters Score -1.439404e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -14394301.000000 Penalty: 13588.541016
	Iteration 35Q: 3 clusters Score -1.43943e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -14394525.000000 Penalty: 13588.541016
	Iteration 36Q: 3 clusters Score -1.439452e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -14394813.000000 Penalty: 13588.541016
	Iteration 37Q: 3 clusters Score -1.439481e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -14395097.000000 Penalty: 13588.541016
	Iteration 38Q: 3 clusters Score -1.43951e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -14395299.000000 Penalty: 13588.541016
	Iteration 39Q: 3 clusters Score -1.43953e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -14395393.000000 Penalty: 13588.541016
	Iteration 40F: 3 clusters Score -1.439539e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -14395475.000000 Penalty: 13588.541016
	Iteration 41Q: 3 clusters Score -1.439548e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -14395541.000000 Penalty: 13588.541016
	Iteration 42Q: 3 clusters Score -1.439554e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -14395600.000000 Penalty: 13588.541016
	Iteration 43Q: 3 clusters Score -1.43956e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -14395628.000000 Penalty: 13588.541016
	Iteration 44Q: 3 clusters Score -1.439563e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -14395681.000000 Penalty: 13588.541016
	Iteration 45Q: 3 clusters Score -1.439568e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -14395754.000000 Penalty: 13588.541016
	Iteration 46Q: 3 clusters Score -1.439575e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -14395764.000000 Penalty: 13588.541016
	Iteration 47Q: 3 clusters Score -1.439576e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -14395800.000000 Penalty: 13588.541016
	Iteration 48Q: 3 clusters Score -1.43958e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -14395816.000000 Penalty: 13588.541016
	Iteration 49Q: 3 clusters Score -1.439582e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -14395779.000000 Penalty: 13588.541016
	Iteration 50Q: 3 clusters Score -1.439578e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -14395785.000000 Penalty: 13588.541016
	Iteration 51Q: 3 clusters Score -1.439578e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -14395807.000000 Penalty: 13588.541016
	Iteration 52Q: 3 clusters Score -1.439581e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -14395810.000000 Penalty: 13588.541016
	Iteration 53Q: 3 clusters Score -1.439581e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -14395808.000000 Penalty: 13588.541016
	Iteration 54Q: 3 clusters Score -1.439581e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -14395814.000000 Penalty: 13588.541016
	Iteration 55Q: 3 clusters Score -1.439581e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -14395797.000000 Penalty: 13588.541016
	Iteration 56Q: 3 clusters Score -1.43958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -14395818.000000 Penalty: 13588.541016
	Iteration 57Q: 3 clusters Score -1.439582e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -14395817.000000 Penalty: 13588.541016
	Iteration 58Q: 3 clusters Score -1.439582e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -14395803.000000 Penalty: 13588.541016
	Iteration 59Q: 3 clusters Score -1.43958e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -14395787.000000 Penalty: 13588.541016
	Iteration 60F: 3 clusters Score -1.439579e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -14395831.000000 Penalty: 13588.541016
	Iteration 61Q: 3 clusters Score -1.439583e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -14395850.000000 Penalty: 13588.541016
	Iteration 62Q: 3 clusters Score -1.439585e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -14395857.000000 Penalty: 13588.541016
	Iteration 63Q: 3 clusters Score -1.439586e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -14395849.000000 Penalty: 13588.541016
	Iteration 64Q: 3 clusters Score -1.439585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -14395864.000000 Penalty: 13588.541016
	Iteration 65Q: 3 clusters Score -1.439586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -14395860.000000 Penalty: 13588.541016
	Iteration 66Q: 3 clusters Score -1.439586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -14395872.000000 Penalty: 13588.541016
	Iteration 67Q: 3 clusters Score -1.439587e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -14395865.000000 Penalty: 13588.541016
	Iteration 68Q: 3 clusters Score -1.439586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -14395890.000000 Penalty: 13588.541016
	Iteration 69Q: 3 clusters Score -1.439589e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -14395892.000000 Penalty: 13588.541016
	Iteration 70Q: 3 clusters Score -1.439589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -14395888.000000 Penalty: 13588.541016
	Iteration 71Q: 3 clusters Score -1.439589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -14395891.000000 Penalty: 13588.541016
	Iteration 72Q: 3 clusters Score -1.439589e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -14395916.000000 Penalty: 13588.541016
	Iteration 73Q: 3 clusters Score -1.439592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -14395887.000000 Penalty: 13588.541016
	Iteration 74Q: 3 clusters Score -1.439589e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -14395876.000000 Penalty: 13588.541016
	Iteration 75Q: 3 clusters Score -1.439588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -14395891.000000 Penalty: 13588.541016
	Iteration 76Q: 3 clusters Score -1.439589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -14395896.000000 Penalty: 13588.541016
	Iteration 77Q: 3 clusters Score -1.43959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -14395902.000000 Penalty: 13588.541016
	Iteration 78Q: 3 clusters Score -1.43959e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -14395907.000000 Penalty: 13588.541016
	Iteration 79Q: 3 clusters Score -1.439591e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -14395882.000000 Penalty: 13588.541016
	Iteration 80F: 3 clusters Score -1.439588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -14395885.000000 Penalty: 13588.541016
	Iteration 81Q: 3 clusters Score -1.439588e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -14395885.000000 Penalty: 13588.541016
	Iteration 82Q: 3 clusters Score -1.439588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -14395909.000000 Penalty: 13588.541016
	Iteration 83Q: 3 clusters Score -1.439591e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -14395913.000000 Penalty: 13588.541016
	Iteration 84Q: 3 clusters Score -1.439591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -14395919.000000 Penalty: 13588.541016
	Iteration 85Q: 3 clusters Score -1.439592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -14395932.000000 Penalty: 13588.541016
	Iteration 86Q: 3 clusters Score -1.439593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -14395926.000000 Penalty: 13588.541016
	Iteration 87Q: 3 clusters Score -1.439593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -14395916.000000 Penalty: 13588.541016
	Iteration 88Q: 3 clusters Score -1.439592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -14395924.000000 Penalty: 13588.541016
	Iteration 89Q: 3 clusters Score -1.439592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -14395941.000000 Penalty: 13588.541016
	Iteration 90Q: 3 clusters Score -1.439594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -14395957.000000 Penalty: 13588.541016
	Iteration 91Q: 3 clusters Score -1.439596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -14395936.000000 Penalty: 13588.541016
	Iteration 92Q: 3 clusters Score -1.439594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -14395957.000000 Penalty: 13588.541016
	Iteration 93Q: 3 clusters Score -1.439596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -14395959.000000 Penalty: 13588.541016
	Iteration 94Q: 3 clusters Score -1.439596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -14395942.000000 Penalty: 13588.541016
	Iteration 95Q: 3 clusters Score -1.439594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -14395943.000000 Penalty: 13588.541016
	Iteration 96Q: 3 clusters Score -1.439594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -14395940.000000 Penalty: 13588.541016
	Iteration 97Q: 3 clusters Score -1.439594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -14395931.000000 Penalty: 13588.541016
	Iteration 98Q: 3 clusters Score -1.439593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -14395931.000000 Penalty: 13588.541016
	Iteration 99Q: 3 clusters Score -1.439593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -14395942.000000 Penalty: 13588.541016
	Iteration 100F: 3 clusters Score -1.439594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -14395954.000000 Penalty: 13588.541016
	Iteration 101Q: 3 clusters Score -1.439595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -14395953.000000 Penalty: 13588.541016
	Iteration 102Q: 3 clusters Score -1.439595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -14395941.000000 Penalty: 13588.541016
	Iteration 103Q: 3 clusters Score -1.439594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -14395927.000000 Penalty: 13588.541016
	Iteration 104Q: 3 clusters Score -1.439593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -14395924.000000 Penalty: 13588.541016
	Iteration 105Q: 3 clusters Score -1.439592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -14395923.000000 Penalty: 13588.541016
	Iteration 106Q: 3 clusters Score -1.439592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -14395917.000000 Penalty: 13588.541016
	Iteration 107Q: 3 clusters Score -1.439592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -14395910.000000 Penalty: 13588.541016
	Iteration 108Q: 3 clusters Score -1.439591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -14395909.000000 Penalty: 13588.541016
	Iteration 109Q: 3 clusters Score -1.439591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -14395900.000000 Penalty: 13588.541016
	Iteration 110Q: 3 clusters Score -1.43959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -14395901.000000 Penalty: 13588.541016
	Iteration 111Q: 3 clusters Score -1.43959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -14395910.000000 Penalty: 13588.541016
	Iteration 112Q: 3 clusters Score -1.439591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -14395910.000000 Penalty: 13588.541016
	Iteration 113F: 3 clusters Score -1.439591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 16342 members 
Mstep: Class 5 contains 86152 members 
Mstep: Class 6 contains 8883 members 
Mstep: Class 7 contains 16010 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9882 members 
Mstep: Class 10 contains 10905 members 
Mstep: Class 11 contains 33937 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 23085 members 
Mstep: Class 14 contains 9290 members 
Mstep: Class 15 contains 124219 members 
Mstep: Class 16 contains 11249 members 
Mstep: Class 17 contains 124005 members 
Mstep: Class 18 contains 38077 members 
Mstep: Class 19 contains 21828 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 43873 members 
Mstep: Class 22 contains 56667 members 
Mstep: Class 23 contains 12651 members 
Mstep: Class 24 contains 23801 members 
Mstep: Class 25 contains 115617 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59608 members 
Mstep: Class 28 contains 75511 members 
Mstep: Class 29 contains 53707 members 
Mstep: Class 30 contains 27056 members 
Mstep: Class 31 contains 65454 members 
Mstep: Class 32 contains 65689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272464608.000000 Penalty: 291805.406250
Iteration 119Q: 35 clusters Score -2.724646e+08 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 16727 members 
Mstep: Class 5 contains 86207 members 
Mstep: Class 6 contains 8860 members 
Mstep: Class 7 contains 16013 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9989 members 
Mstep: Class 10 contains 10867 members 
Mstep: Class 11 contains 33969 members 
Mstep: Class 12 contains 8862 members 
Mstep: Class 13 contains 23113 members 
Mstep: Class 14 contains 9276 members 
Mstep: Class 15 contains 124218 members 
Mstep: Class 16 contains 11219 members 
Mstep: Class 17 contains 124051 members 
Mstep: Class 18 contains 38866 members 
Mstep: Class 19 contains 21825 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 21 contains 43903 members 
Mstep: Class 22 contains 56938 members 
Mstep: Class 23 contains 12652 members 
Mstep: Class 24 contains 23813 members 
Mstep: Class 25 contains 115612 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59613 members 
Mstep: Class 28 contains 75496 members 
Mstep: Class 29 contains 53450 members 
Mstep: Class 30 contains 26914 members 
Mstep: Class 31 contains 65430 members 
Mstep: Class 32 contains 65849 members 
Mstep: Class 33 contains 13222 members 
Mstep: Class 34 contains 18085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272467328.000000 Penalty: 291805.406250
Iteration 120F: 35 clusters Score -2.724673e+08 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8315 members 
Mstep: Class 4 contains 16882 members 
Mstep: Class 5 contains 86273 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 16015 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 9913 members 
Mstep: Class 10 contains 10806 members 
Mstep: Class 11 contains 33979 members 
Mstep: Class 12 contains 8866 members 
Mstep: Class 13 contains 23051 members 
Mstep: Class 14 contains 9269 members 
Mstep: Class 15 contains 124222 members 
Mstep: Class 16 contains 11196 members 
Mstep: Class 17 contains 124083 members 
Mstep: Class 18 contains 39022 members 
Mstep: Class 19 contains 21827 members 
Mstep: Class 20 contains 2174 members 
Mstep: Class 21 contains 43939 members 
Mstep: Class 22 contains 56765 members 
Mstep: Class 23 contains 12656 members 
Mstep: Class 24 contains 23814 members 
Mstep: Class 25 contains 115608 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59615 members 
Mstep: Class 28 contains 75470 members 
Mstep: Class 29 contains 52890 members 
Mstep: Class 30 contains 26773 members 
Mstep: Class 31 contains 65414 members 
Mstep: Class 32 contains 65808 members 
Mstep: Class 33 contains 13661 members 
Mstep: Class 34 contains 18410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468544.000000 Penalty: 291805.406250
Iteration 121Q: 35 clusters Score -2.724685e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 16979 members 
Mstep: Class 5 contains 86331 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 16020 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 10759 members 
Mstep: Class 11 contains 33974 members 
Mstep: Class 12 contains 8875 members 
Mstep: Class 13 contains 23016 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124231 members 
Mstep: Class 16 contains 11179 members 
Mstep: Class 17 contains 124146 members 
Mstep: Class 18 contains 39229 members 
Mstep: Class 19 contains 21833 members 
Mstep: Class 20 contains 2170 members 
Mstep: Class 21 contains 43974 members 
Mstep: Class 22 contains 56660 members 
Mstep: Class 23 contains 12665 members 
Mstep: Class 24 contains 23830 members 
Mstep: Class 25 contains 115599 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59620 members 
Mstep: Class 28 contains 75443 members 
Mstep: Class 29 contains 52496 members 
Mstep: Class 30 contains 26665 members 
Mstep: Class 31 contains 65375 members 
Mstep: Class 32 contains 65783 members 
Mstep: Class 33 contains 13866 members 
Mstep: Class 34 contains 18572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468832.000000 Penalty: 291805.406250
Iteration 122Q: 35 clusters Score -2.724688e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17057 members 
Mstep: Class 5 contains 86384 members 
Mstep: Class 6 contains 8806 members 
Mstep: Class 7 contains 16027 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 10719 members 
Mstep: Class 11 contains 33970 members 
Mstep: Class 12 contains 8879 members 
Mstep: Class 13 contains 22994 members 
Mstep: Class 14 contains 9254 members 
Mstep: Class 15 contains 124238 members 
Mstep: Class 16 contains 11169 members 
Mstep: Class 17 contains 124179 members 
Mstep: Class 18 contains 39422 members 
Mstep: Class 19 contains 21833 members 
Mstep: Class 20 contains 2164 members 
Mstep: Class 21 contains 44015 members 
Mstep: Class 22 contains 56585 members 
Mstep: Class 23 contains 12682 members 
Mstep: Class 24 contains 23841 members 
Mstep: Class 25 contains 115601 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59625 members 
Mstep: Class 28 contains 75415 members 
Mstep: Class 29 contains 52205 members 
Mstep: Class 30 contains 26550 members 
Mstep: Class 31 contains 65346 members 
Mstep: Class 32 contains 65751 members 
Mstep: Class 33 contains 13993 members 
Mstep: Class 34 contains 18681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468832.000000 Penalty: 291805.406250
Iteration 123Q: 35 clusters Score -2.724688e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8305 members 
Mstep: Class 4 contains 17093 members 
Mstep: Class 5 contains 86433 members 
Mstep: Class 6 contains 8794 members 
Mstep: Class 7 contains 16029 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9838 members 
Mstep: Class 10 contains 10686 members 
Mstep: Class 11 contains 33968 members 
Mstep: Class 12 contains 8882 members 
Mstep: Class 13 contains 22981 members 
Mstep: Class 14 contains 9250 members 
Mstep: Class 15 contains 124242 members 
Mstep: Class 16 contains 11166 members 
Mstep: Class 17 contains 124218 members 
Mstep: Class 18 contains 39581 members 
Mstep: Class 19 contains 21831 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 44047 members 
Mstep: Class 22 contains 56527 members 
Mstep: Class 23 contains 12705 members 
Mstep: Class 24 contains 23867 members 
Mstep: Class 25 contains 115597 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59627 members 
Mstep: Class 28 contains 75387 members 
Mstep: Class 29 contains 51946 members 
Mstep: Class 30 contains 26459 members 
Mstep: Class 31 contains 65324 members 
Mstep: Class 32 contains 65689 members 
Mstep: Class 33 contains 14096 members 
Mstep: Class 34 contains 18790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468864.000000 Penalty: 291805.406250
Iteration 124Q: 35 clusters Score -2.724689e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8308 members 
Mstep: Class 4 contains 17115 members 
Mstep: Class 5 contains 86485 members 
Mstep: Class 6 contains 8773 members 
Mstep: Class 7 contains 16031 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9843 members 
Mstep: Class 10 contains 10662 members 
Mstep: Class 11 contains 33964 members 
Mstep: Class 12 contains 8886 members 
Mstep: Class 13 contains 22976 members 
Mstep: Class 14 contains 9250 members 
Mstep: Class 15 contains 124248 members 
Mstep: Class 16 contains 11156 members 
Mstep: Class 17 contains 124255 members 
Mstep: Class 18 contains 39687 members 
Mstep: Class 19 contains 21830 members 
Mstep: Class 20 contains 2159 members 
Mstep: Class 21 contains 44070 members 
Mstep: Class 22 contains 56514 members 
Mstep: Class 23 contains 12723 members 
Mstep: Class 24 contains 23882 members 
Mstep: Class 25 contains 115596 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59631 members 
Mstep: Class 28 contains 75357 members 
Mstep: Class 29 contains 51728 members 
Mstep: Class 30 contains 26395 members 
Mstep: Class 31 contains 65311 members 
Mstep: Class 32 contains 65637 members 
Mstep: Class 33 contains 14154 members 
Mstep: Class 34 contains 18873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468672.000000 Penalty: 291805.406250
Iteration 125Q: 35 clusters Score -2.724687e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8312 members 
Mstep: Class 4 contains 17132 members 
Mstep: Class 5 contains 86543 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 16034 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 10628 members 
Mstep: Class 11 contains 33967 members 
Mstep: Class 12 contains 8890 members 
Mstep: Class 13 contains 22973 members 
Mstep: Class 14 contains 9247 members 
Mstep: Class 15 contains 124252 members 
Mstep: Class 16 contains 11134 members 
Mstep: Class 17 contains 124293 members 
Mstep: Class 18 contains 39790 members 
Mstep: Class 19 contains 21832 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 44092 members 
Mstep: Class 22 contains 56493 members 
Mstep: Class 23 contains 12744 members 
Mstep: Class 24 contains 23893 members 
Mstep: Class 25 contains 115595 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59636 members 
Mstep: Class 28 contains 75335 members 
Mstep: Class 29 contains 51531 members 
Mstep: Class 30 contains 26328 members 
Mstep: Class 31 contains 65297 members 
Mstep: Class 32 contains 65605 members 
Mstep: Class 33 contains 14207 members 
Mstep: Class 34 contains 18941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468448.000000 Penalty: 291805.406250
Iteration 126Q: 35 clusters Score -2.724684e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 17141 members 
Mstep: Class 5 contains 86594 members 
Mstep: Class 6 contains 8760 members 
Mstep: Class 7 contains 16037 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9848 members 
Mstep: Class 10 contains 10604 members 
Mstep: Class 11 contains 33975 members 
Mstep: Class 12 contains 8893 members 
Mstep: Class 13 contains 22966 members 
Mstep: Class 14 contains 9249 members 
Mstep: Class 15 contains 124253 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 124324 members 
Mstep: Class 18 contains 39871 members 
Mstep: Class 19 contains 21831 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 44106 members 
Mstep: Class 22 contains 56509 members 
Mstep: Class 23 contains 12772 members 
Mstep: Class 24 contains 23906 members 
Mstep: Class 25 contains 115593 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59637 members 
Mstep: Class 28 contains 75312 members 
Mstep: Class 29 contains 51344 members 
Mstep: Class 30 contains 26271 members 
Mstep: Class 31 contains 65305 members 
Mstep: Class 32 contains 65557 members 
Mstep: Class 33 contains 14242 members 
Mstep: Class 34 contains 18994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468352.000000 Penalty: 291805.406250
Iteration 127Q: 35 clusters Score -2.724684e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 17150 members 
Mstep: Class 5 contains 86635 members 
Mstep: Class 6 contains 8747 members 
Mstep: Class 7 contains 16038 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9842 members 
Mstep: Class 10 contains 10589 members 
Mstep: Class 11 contains 33976 members 
Mstep: Class 12 contains 8891 members 
Mstep: Class 13 contains 22961 members 
Mstep: Class 14 contains 9249 members 
Mstep: Class 15 contains 124255 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 124351 members 
Mstep: Class 18 contains 39937 members 
Mstep: Class 19 contains 21832 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 44133 members 
Mstep: Class 22 contains 56547 members 
Mstep: Class 23 contains 12793 members 
Mstep: Class 24 contains 23916 members 
Mstep: Class 25 contains 115596 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59636 members 
Mstep: Class 28 contains 75297 members 
Mstep: Class 29 contains 51200 members 
Mstep: Class 30 contains 26214 members 
Mstep: Class 31 contains 65289 members 
Mstep: Class 32 contains 65510 members 
Mstep: Class 33 contains 14277 members 
Mstep: Class 34 contains 19036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468192.000000 Penalty: 291805.406250
Iteration 128Q: 35 clusters Score -2.724682e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8315 members 
Mstep: Class 4 contains 17153 members 
Mstep: Class 5 contains 86674 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9834 members 
Mstep: Class 10 contains 10576 members 
Mstep: Class 11 contains 33978 members 
Mstep: Class 12 contains 8889 members 
Mstep: Class 13 contains 22958 members 
Mstep: Class 14 contains 9253 members 
Mstep: Class 15 contains 124256 members 
Mstep: Class 16 contains 11092 members 
Mstep: Class 17 contains 124360 members 
Mstep: Class 18 contains 39983 members 
Mstep: Class 19 contains 21828 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 56586 members 
Mstep: Class 23 contains 12811 members 
Mstep: Class 24 contains 23925 members 
Mstep: Class 25 contains 115592 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59635 members 
Mstep: Class 28 contains 75271 members 
Mstep: Class 29 contains 51082 members 
Mstep: Class 30 contains 26174 members 
Mstep: Class 31 contains 65286 members 
Mstep: Class 32 contains 65475 members 
Mstep: Class 33 contains 14302 members 
Mstep: Class 34 contains 19067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468480.000000 Penalty: 291805.406250
Iteration 129Q: 35 clusters Score -2.724685e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8312 members 
Mstep: Class 4 contains 17155 members 
Mstep: Class 5 contains 86713 members 
Mstep: Class 6 contains 8743 members 
Mstep: Class 7 contains 16043 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9836 members 
Mstep: Class 10 contains 10572 members 
Mstep: Class 11 contains 33983 members 
Mstep: Class 12 contains 8890 members 
Mstep: Class 13 contains 22952 members 
Mstep: Class 14 contains 9252 members 
Mstep: Class 15 contains 124265 members 
Mstep: Class 16 contains 11081 members 
Mstep: Class 17 contains 124379 members 
Mstep: Class 18 contains 40029 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 44195 members 
Mstep: Class 22 contains 56629 members 
Mstep: Class 23 contains 12822 members 
Mstep: Class 24 contains 23938 members 
Mstep: Class 25 contains 115590 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59630 members 
Mstep: Class 28 contains 75244 members 
Mstep: Class 29 contains 50963 members 
Mstep: Class 30 contains 26132 members 
Mstep: Class 31 contains 65270 members 
Mstep: Class 32 contains 65427 members 
Mstep: Class 33 contains 14324 members 
Mstep: Class 34 contains 19099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468640.000000 Penalty: 291805.406250
Iteration 130Q: 35 clusters Score -2.724686e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8314 members 
Mstep: Class 4 contains 17156 members 
Mstep: Class 5 contains 86747 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 16044 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9833 members 
Mstep: Class 10 contains 10577 members 
Mstep: Class 11 contains 33978 members 
Mstep: Class 12 contains 8892 members 
Mstep: Class 13 contains 22947 members 
Mstep: Class 14 contains 9254 members 
Mstep: Class 15 contains 124269 members 
Mstep: Class 16 contains 11078 members 
Mstep: Class 17 contains 124388 members 
Mstep: Class 18 contains 40063 members 
Mstep: Class 19 contains 21824 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 44228 members 
Mstep: Class 22 contains 56666 members 
Mstep: Class 23 contains 12846 members 
Mstep: Class 24 contains 23946 members 
Mstep: Class 25 contains 115591 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59633 members 
Mstep: Class 28 contains 75231 members 
Mstep: Class 29 contains 50852 members 
Mstep: Class 30 contains 26095 members 
Mstep: Class 31 contains 65252 members 
Mstep: Class 32 contains 65389 members 
Mstep: Class 33 contains 14340 members 
Mstep: Class 34 contains 19125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469088.000000 Penalty: 291805.406250
Iteration 131Q: 35 clusters Score -2.724691e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8313 members 
Mstep: Class 4 contains 17156 members 
Mstep: Class 5 contains 86778 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9832 members 
Mstep: Class 10 contains 10570 members 
Mstep: Class 11 contains 33979 members 
Mstep: Class 12 contains 8893 members 
Mstep: Class 13 contains 22951 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 124276 members 
Mstep: Class 16 contains 11077 members 
Mstep: Class 17 contains 124407 members 
Mstep: Class 18 contains 40083 members 
Mstep: Class 19 contains 21823 members 
Mstep: Class 20 contains 2139 members 
Mstep: Class 21 contains 44256 members 
Mstep: Class 22 contains 56706 members 
Mstep: Class 23 contains 12866 members 
Mstep: Class 24 contains 23948 members 
Mstep: Class 25 contains 115593 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59630 members 
Mstep: Class 28 contains 75210 members 
Mstep: Class 29 contains 50766 members 
Mstep: Class 30 contains 26060 members 
Mstep: Class 31 contains 65234 members 
Mstep: Class 32 contains 65352 members 
Mstep: Class 33 contains 14357 members 
Mstep: Class 34 contains 19141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469312.000000 Penalty: 291805.406250
Iteration 132Q: 35 clusters Score -2.724693e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8312 members 
Mstep: Class 4 contains 17158 members 
Mstep: Class 5 contains 86803 members 
Mstep: Class 6 contains 8716 members 
Mstep: Class 7 contains 16051 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10561 members 
Mstep: Class 11 contains 33981 members 
Mstep: Class 12 contains 8893 members 
Mstep: Class 13 contains 22954 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 124276 members 
Mstep: Class 16 contains 11068 members 
Mstep: Class 17 contains 124422 members 
Mstep: Class 18 contains 40106 members 
Mstep: Class 19 contains 21823 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 44278 members 
Mstep: Class 22 contains 56728 members 
Mstep: Class 23 contains 12882 members 
Mstep: Class 24 contains 23962 members 
Mstep: Class 25 contains 115592 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59632 members 
Mstep: Class 28 contains 75195 members 
Mstep: Class 29 contains 50696 members 
Mstep: Class 30 contains 26038 members 
Mstep: Class 31 contains 65221 members 
Mstep: Class 32 contains 65318 members 
Mstep: Class 33 contains 14368 members 
Mstep: Class 34 contains 19154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468768.000000 Penalty: 291805.406250
Iteration 133Q: 35 clusters Score -2.724688e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 17159 members 
Mstep: Class 5 contains 86829 members 
Mstep: Class 6 contains 8705 members 
Mstep: Class 7 contains 16053 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9824 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 33990 members 
Mstep: Class 12 contains 8898 members 
Mstep: Class 13 contains 22958 members 
Mstep: Class 14 contains 9261 members 
Mstep: Class 15 contains 124275 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 124435 members 
Mstep: Class 18 contains 40123 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 44302 members 
Mstep: Class 22 contains 56752 members 
Mstep: Class 23 contains 12895 members 
Mstep: Class 24 contains 23971 members 
Mstep: Class 25 contains 115594 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59633 members 
Mstep: Class 28 contains 75186 members 
Mstep: Class 29 contains 50632 members 
Mstep: Class 30 contains 26011 members 
Mstep: Class 31 contains 65201 members 
Mstep: Class 32 contains 65294 members 
Mstep: Class 33 contains 14375 members 
Mstep: Class 34 contains 19163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468640.000000 Penalty: 291805.406250
Iteration 134Q: 35 clusters Score -2.724686e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8312 members 
Mstep: Class 4 contains 17159 members 
Mstep: Class 5 contains 86851 members 
Mstep: Class 6 contains 8693 members 
Mstep: Class 7 contains 16054 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9821 members 
Mstep: Class 10 contains 10534 members 
Mstep: Class 11 contains 33993 members 
Mstep: Class 12 contains 8900 members 
Mstep: Class 13 contains 22960 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 124280 members 
Mstep: Class 16 contains 11057 members 
Mstep: Class 17 contains 124448 members 
Mstep: Class 18 contains 40155 members 
Mstep: Class 19 contains 21828 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44318 members 
Mstep: Class 22 contains 56754 members 
Mstep: Class 23 contains 12907 members 
Mstep: Class 24 contains 23977 members 
Mstep: Class 25 contains 115598 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59636 members 
Mstep: Class 28 contains 75172 members 
Mstep: Class 29 contains 50582 members 
Mstep: Class 30 contains 25988 members 
Mstep: Class 31 contains 65187 members 
Mstep: Class 32 contains 65279 members 
Mstep: Class 33 contains 14382 members 
Mstep: Class 34 contains 19174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469024.000000 Penalty: 291805.406250
Iteration 135Q: 35 clusters Score -2.72469e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8314 members 
Mstep: Class 4 contains 17161 members 
Mstep: Class 5 contains 86876 members 
Mstep: Class 6 contains 8670 members 
Mstep: Class 7 contains 16055 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9820 members 
Mstep: Class 10 contains 10522 members 
Mstep: Class 11 contains 33998 members 
Mstep: Class 12 contains 8901 members 
Mstep: Class 13 contains 22966 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 124284 members 
Mstep: Class 16 contains 11043 members 
Mstep: Class 17 contains 124456 members 
Mstep: Class 18 contains 40166 members 
Mstep: Class 19 contains 21828 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 44330 members 
Mstep: Class 22 contains 56755 members 
Mstep: Class 23 contains 12918 members 
Mstep: Class 24 contains 23982 members 
Mstep: Class 25 contains 115599 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59635 members 
Mstep: Class 28 contains 75161 members 
Mstep: Class 29 contains 50545 members 
Mstep: Class 30 contains 25979 members 
Mstep: Class 31 contains 65182 members 
Mstep: Class 32 contains 65259 members 
Mstep: Class 33 contains 14386 members 
Mstep: Class 34 contains 19188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468992.000000 Penalty: 291805.406250
Iteration 136Q: 35 clusters Score -2.72469e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8315 members 
Mstep: Class 4 contains 17162 members 
Mstep: Class 5 contains 86890 members 
Mstep: Class 6 contains 8654 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9820 members 
Mstep: Class 10 contains 10511 members 
Mstep: Class 11 contains 34004 members 
Mstep: Class 12 contains 8901 members 
Mstep: Class 13 contains 22964 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 124284 members 
Mstep: Class 16 contains 11041 members 
Mstep: Class 17 contains 124456 members 
Mstep: Class 18 contains 40181 members 
Mstep: Class 19 contains 21834 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 44338 members 
Mstep: Class 22 contains 56762 members 
Mstep: Class 23 contains 12922 members 
Mstep: Class 24 contains 23997 members 
Mstep: Class 25 contains 115596 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59632 members 
Mstep: Class 28 contains 75148 members 
Mstep: Class 29 contains 50515 members 
Mstep: Class 30 contains 25967 members 
Mstep: Class 31 contains 65185 members 
Mstep: Class 32 contains 65249 members 
Mstep: Class 33 contains 14387 members 
Mstep: Class 34 contains 19196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468928.000000 Penalty: 291805.406250
Iteration 137Q: 35 clusters Score -2.724689e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 17165 members 
Mstep: Class 5 contains 86896 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9821 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 34003 members 
Mstep: Class 12 contains 8899 members 
Mstep: Class 13 contains 22961 members 
Mstep: Class 14 contains 9254 members 
Mstep: Class 15 contains 124284 members 
Mstep: Class 16 contains 11043 members 
Mstep: Class 17 contains 124460 members 
Mstep: Class 18 contains 40189 members 
Mstep: Class 19 contains 21834 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 44345 members 
Mstep: Class 22 contains 56777 members 
Mstep: Class 23 contains 12940 members 
Mstep: Class 24 contains 24006 members 
Mstep: Class 25 contains 115599 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59632 members 
Mstep: Class 28 contains 75142 members 
Mstep: Class 29 contains 50479 members 
Mstep: Class 30 contains 25953 members 
Mstep: Class 31 contains 65190 members 
Mstep: Class 32 contains 65226 members 
Mstep: Class 33 contains 14390 members 
Mstep: Class 34 contains 19203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468992.000000 Penalty: 291805.406250
Iteration 138Q: 35 clusters Score -2.72469e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 17169 members 
Mstep: Class 5 contains 86906 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9821 members 
Mstep: Class 10 contains 10504 members 
Mstep: Class 11 contains 34001 members 
Mstep: Class 12 contains 8901 members 
Mstep: Class 13 contains 22959 members 
Mstep: Class 14 contains 9251 members 
Mstep: Class 15 contains 124288 members 
Mstep: Class 16 contains 11045 members 
Mstep: Class 17 contains 124467 members 
Mstep: Class 18 contains 40194 members 
Mstep: Class 19 contains 21829 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 44358 members 
Mstep: Class 22 contains 56789 members 
Mstep: Class 23 contains 12955 members 
Mstep: Class 24 contains 24021 members 
Mstep: Class 25 contains 115599 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59637 members 
Mstep: Class 28 contains 75135 members 
Mstep: Class 29 contains 50442 members 
Mstep: Class 30 contains 25940 members 
Mstep: Class 31 contains 65177 members 
Mstep: Class 32 contains 65210 members 
Mstep: Class 33 contains 14396 members 
Mstep: Class 34 contains 19206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469280.000000 Penalty: 291805.406250
Iteration 139Q: 35 clusters Score -2.724693e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 17173 members 
Mstep: Class 5 contains 86913 members 
Mstep: Class 6 contains 8606 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9821 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 34002 members 
Mstep: Class 12 contains 8901 members 
Mstep: Class 13 contains 22955 members 
Mstep: Class 14 contains 9252 members 
Mstep: Class 15 contains 124295 members 
Mstep: Class 16 contains 11042 members 
Mstep: Class 17 contains 124474 members 
Mstep: Class 18 contains 40202 members 
Mstep: Class 19 contains 21831 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 44376 members 
Mstep: Class 22 contains 56810 members 
Mstep: Class 23 contains 12966 members 
Mstep: Class 24 contains 24033 members 
Mstep: Class 25 contains 115597 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59638 members 
Mstep: Class 28 contains 75133 members 
Mstep: Class 29 contains 50398 members 
Mstep: Class 30 contains 25932 members 
Mstep: Class 31 contains 65170 members 
Mstep: Class 32 contains 65190 members 
Mstep: Class 33 contains 14399 members 
Mstep: Class 34 contains 19207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468992.000000 Penalty: 291805.406250
Iteration 140F: 35 clusters Score -2.72469e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8318 members 
Mstep: Class 4 contains 17175 members 
Mstep: Class 5 contains 86920 members 
Mstep: Class 6 contains 8595 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9821 members 
Mstep: Class 10 contains 10497 members 
Mstep: Class 11 contains 34003 members 
Mstep: Class 12 contains 8901 members 
Mstep: Class 13 contains 22955 members 
Mstep: Class 14 contains 9254 members 
Mstep: Class 15 contains 124297 members 
Mstep: Class 16 contains 11039 members 
Mstep: Class 17 contains 124477 members 
Mstep: Class 18 contains 40212 members 
Mstep: Class 19 contains 21830 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 56829 members 
Mstep: Class 23 contains 12979 members 
Mstep: Class 24 contains 24039 members 
Mstep: Class 25 contains 115597 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59639 members 
Mstep: Class 28 contains 75132 members 
Mstep: Class 29 contains 50362 members 
Mstep: Class 30 contains 25923 members 
Mstep: Class 31 contains 65166 members 
Mstep: Class 32 contains 65166 members 
Mstep: Class 33 contains 14400 members 
Mstep: Class 34 contains 19211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468832.000000 Penalty: 291805.406250
Iteration 141Q: 35 clusters Score -2.724688e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 17176 members 
Mstep: Class 5 contains 86928 members 
Mstep: Class 6 contains 8581 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9825 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 34008 members 
Mstep: Class 12 contains 8902 members 
Mstep: Class 13 contains 22957 members 
Mstep: Class 14 contains 9255 members 
Mstep: Class 15 contains 124296 members 
Mstep: Class 16 contains 11038 members 
Mstep: Class 17 contains 124478 members 
Mstep: Class 18 contains 40223 members 
Mstep: Class 19 contains 21827 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 44401 members 
Mstep: Class 22 contains 56840 members 
Mstep: Class 23 contains 12991 members 
Mstep: Class 24 contains 24045 members 
Mstep: Class 25 contains 115597 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59641 members 
Mstep: Class 28 contains 75131 members 
Mstep: Class 29 contains 50324 members 
Mstep: Class 30 contains 25914 members 
Mstep: Class 31 contains 65165 members 
Mstep: Class 32 contains 65147 members 
Mstep: Class 33 contains 14401 members 
Mstep: Class 34 contains 19214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469024.000000 Penalty: 291805.406250
Iteration 142Q: 35 clusters Score -2.72469e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8314 members 
Mstep: Class 4 contains 17177 members 
Mstep: Class 5 contains 86940 members 
Mstep: Class 6 contains 8566 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9826 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 34007 members 
Mstep: Class 12 contains 8904 members 
Mstep: Class 13 contains 22956 members 
Mstep: Class 14 contains 9255 members 
Mstep: Class 15 contains 124296 members 
Mstep: Class 16 contains 11035 members 
Mstep: Class 17 contains 124486 members 
Mstep: Class 18 contains 40230 members 
Mstep: Class 19 contains 21824 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 44415 members 
Mstep: Class 22 contains 56863 members 
Mstep: Class 23 contains 12999 members 
Mstep: Class 24 contains 24051 members 
Mstep: Class 25 contains 115597 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59641 members 
Mstep: Class 28 contains 75129 members 
Mstep: Class 29 contains 50290 members 
Mstep: Class 30 contains 25905 members 
Mstep: Class 31 contains 65163 members 
Mstep: Class 32 contains 65124 members 
Mstep: Class 33 contains 14403 members 
Mstep: Class 34 contains 19217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469184.000000 Penalty: 291805.406250
Iteration 143Q: 35 clusters Score -2.724692e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8312 members 
Mstep: Class 4 contains 17178 members 
Mstep: Class 5 contains 86951 members 
Mstep: Class 6 contains 8553 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9829 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 34004 members 
Mstep: Class 12 contains 8906 members 
Mstep: Class 13 contains 22954 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 124300 members 
Mstep: Class 16 contains 11036 members 
Mstep: Class 17 contains 124500 members 
Mstep: Class 18 contains 40244 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 44427 members 
Mstep: Class 22 contains 56870 members 
Mstep: Class 23 contains 13003 members 
Mstep: Class 24 contains 24061 members 
Mstep: Class 25 contains 115596 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59642 members 
Mstep: Class 28 contains 75122 members 
Mstep: Class 29 contains 50255 members 
Mstep: Class 30 contains 25900 members 
Mstep: Class 31 contains 65154 members 
Mstep: Class 32 contains 65109 members 
Mstep: Class 33 contains 14407 members 
Mstep: Class 34 contains 19218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469280.000000 Penalty: 291805.406250
Iteration 144Q: 35 clusters Score -2.724693e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 17180 members 
Mstep: Class 5 contains 86967 members 
Mstep: Class 6 contains 8538 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9831 members 
Mstep: Class 10 contains 10479 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8910 members 
Mstep: Class 13 contains 22951 members 
Mstep: Class 14 contains 9255 members 
Mstep: Class 15 contains 124300 members 
Mstep: Class 16 contains 11035 members 
Mstep: Class 17 contains 124508 members 
Mstep: Class 18 contains 40251 members 
Mstep: Class 19 contains 21817 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 44436 members 
Mstep: Class 22 contains 56878 members 
Mstep: Class 23 contains 13006 members 
Mstep: Class 24 contains 24067 members 
Mstep: Class 25 contains 115593 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59642 members 
Mstep: Class 28 contains 75120 members 
Mstep: Class 29 contains 50228 members 
Mstep: Class 30 contains 25893 members 
Mstep: Class 31 contains 65154 members 
Mstep: Class 32 contains 65104 members 
Mstep: Class 33 contains 14411 members 
Mstep: Class 34 contains 19221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469312.000000 Penalty: 291805.406250
Iteration 145Q: 35 clusters Score -2.724693e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 86978 members 
Mstep: Class 6 contains 8519 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9832 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 34003 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 22951 members 
Mstep: Class 14 contains 9253 members 
Mstep: Class 15 contains 124296 members 
Mstep: Class 16 contains 11031 members 
Mstep: Class 17 contains 124514 members 
Mstep: Class 18 contains 40253 members 
Mstep: Class 19 contains 21817 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 44452 members 
Mstep: Class 22 contains 56893 members 
Mstep: Class 23 contains 13008 members 
Mstep: Class 24 contains 24069 members 
Mstep: Class 25 contains 115592 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59645 members 
Mstep: Class 28 contains 75114 members 
Mstep: Class 29 contains 50206 members 
Mstep: Class 30 contains 25890 members 
Mstep: Class 31 contains 65151 members 
Mstep: Class 32 contains 65093 members 
Mstep: Class 33 contains 14412 members 
Mstep: Class 34 contains 19222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469248.000000 Penalty: 291805.406250
Iteration 146Q: 35 clusters Score -2.724692e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8312 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 86990 members 
Mstep: Class 6 contains 8503 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9831 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 34004 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 22947 members 
Mstep: Class 14 contains 9254 members 
Mstep: Class 15 contains 124292 members 
Mstep: Class 16 contains 11026 members 
Mstep: Class 17 contains 124520 members 
Mstep: Class 18 contains 40255 members 
Mstep: Class 19 contains 21817 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 44466 members 
Mstep: Class 22 contains 56911 members 
Mstep: Class 23 contains 13011 members 
Mstep: Class 24 contains 24074 members 
Mstep: Class 25 contains 115597 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59649 members 
Mstep: Class 28 contains 75110 members 
Mstep: Class 29 contains 50178 members 
Mstep: Class 30 contains 25887 members 
Mstep: Class 31 contains 65142 members 
Mstep: Class 32 contains 65090 members 
Mstep: Class 33 contains 14415 members 
Mstep: Class 34 contains 19222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469376.000000 Penalty: 291805.406250
Iteration 147Q: 35 clusters Score -2.724694e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8312 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87002 members 
Mstep: Class 6 contains 8497 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9831 members 
Mstep: Class 10 contains 10462 members 
Mstep: Class 11 contains 34004 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 22943 members 
Mstep: Class 14 contains 9255 members 
Mstep: Class 15 contains 124291 members 
Mstep: Class 16 contains 11024 members 
Mstep: Class 17 contains 124523 members 
Mstep: Class 18 contains 40257 members 
Mstep: Class 19 contains 21814 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44483 members 
Mstep: Class 22 contains 56918 members 
Mstep: Class 23 contains 13012 members 
Mstep: Class 24 contains 24078 members 
Mstep: Class 25 contains 115598 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59648 members 
Mstep: Class 28 contains 75106 members 
Mstep: Class 29 contains 50158 members 
Mstep: Class 30 contains 25883 members 
Mstep: Class 31 contains 65133 members 
Mstep: Class 32 contains 65086 members 
Mstep: Class 33 contains 14418 members 
Mstep: Class 34 contains 19223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469280.000000 Penalty: 291805.406250
Iteration 148Q: 35 clusters Score -2.724693e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8314 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87009 members 
Mstep: Class 6 contains 8486 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9829 members 
Mstep: Class 10 contains 10457 members 
Mstep: Class 11 contains 34003 members 
Mstep: Class 12 contains 8913 members 
Mstep: Class 13 contains 22945 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 124289 members 
Mstep: Class 16 contains 11022 members 
Mstep: Class 17 contains 124526 members 
Mstep: Class 18 contains 40256 members 
Mstep: Class 19 contains 21812 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44499 members 
Mstep: Class 22 contains 56927 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 24081 members 
Mstep: Class 25 contains 115600 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59648 members 
Mstep: Class 28 contains 75103 members 
Mstep: Class 29 contains 50147 members 
Mstep: Class 30 contains 25881 members 
Mstep: Class 31 contains 65120 members 
Mstep: Class 32 contains 65083 members 
Mstep: Class 33 contains 14420 members 
Mstep: Class 34 contains 19226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469248.000000 Penalty: 291805.406250
Iteration 149Q: 35 clusters Score -2.724692e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8313 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 87016 members 
Mstep: Class 6 contains 8478 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10456 members 
Mstep: Class 11 contains 34003 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22945 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 124290 members 
Mstep: Class 16 contains 11020 members 
Mstep: Class 17 contains 124529 members 
Mstep: Class 18 contains 40255 members 
Mstep: Class 19 contains 21813 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44520 members 
Mstep: Class 22 contains 56936 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 24080 members 
Mstep: Class 25 contains 115599 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59649 members 
Mstep: Class 28 contains 75102 members 
Mstep: Class 29 contains 50129 members 
Mstep: Class 30 contains 25882 members 
Mstep: Class 31 contains 65104 members 
Mstep: Class 32 contains 65079 members 
Mstep: Class 33 contains 14421 members 
Mstep: Class 34 contains 19229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469024.000000 Penalty: 291805.406250
Iteration 150Q: 35 clusters Score -2.72469e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8313 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 87025 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10455 members 
Mstep: Class 11 contains 34001 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 124291 members 
Mstep: Class 16 contains 11013 members 
Mstep: Class 17 contains 124533 members 
Mstep: Class 18 contains 40256 members 
Mstep: Class 19 contains 21815 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44540 members 
Mstep: Class 22 contains 56943 members 
Mstep: Class 23 contains 13013 members 
Mstep: Class 24 contains 24081 members 
Mstep: Class 25 contains 115602 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59649 members 
Mstep: Class 28 contains 75103 members 
Mstep: Class 29 contains 50113 members 
Mstep: Class 30 contains 25881 members 
Mstep: Class 31 contains 65089 members 
Mstep: Class 32 contains 65076 members 
Mstep: Class 33 contains 14421 members 
Mstep: Class 34 contains 19231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469088.000000 Penalty: 291805.406250
Iteration 151Q: 35 clusters Score -2.724691e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8314 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 87028 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10452 members 
Mstep: Class 11 contains 34001 members 
Mstep: Class 12 contains 8913 members 
Mstep: Class 13 contains 22949 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 124290 members 
Mstep: Class 16 contains 11011 members 
Mstep: Class 17 contains 124532 members 
Mstep: Class 18 contains 40257 members 
Mstep: Class 19 contains 21818 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44560 members 
Mstep: Class 22 contains 56945 members 
Mstep: Class 23 contains 13015 members 
Mstep: Class 24 contains 24086 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59652 members 
Mstep: Class 28 contains 75101 members 
Mstep: Class 29 contains 50103 members 
Mstep: Class 30 contains 25880 members 
Mstep: Class 31 contains 65071 members 
Mstep: Class 32 contains 65070 members 
Mstep: Class 33 contains 14422 members 
Mstep: Class 34 contains 19232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469056.000000 Penalty: 291805.406250
Iteration 152Q: 35 clusters Score -2.724691e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 87033 members 
Mstep: Class 6 contains 8453 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10447 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8913 members 
Mstep: Class 13 contains 22951 members 
Mstep: Class 14 contains 9260 members 
Mstep: Class 15 contains 124293 members 
Mstep: Class 16 contains 11008 members 
Mstep: Class 17 contains 124535 members 
Mstep: Class 18 contains 40258 members 
Mstep: Class 19 contains 21819 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44575 members 
Mstep: Class 22 contains 56946 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 24091 members 
Mstep: Class 25 contains 115601 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59655 members 
Mstep: Class 28 contains 75099 members 
Mstep: Class 29 contains 50098 members 
Mstep: Class 30 contains 25878 members 
Mstep: Class 31 contains 65054 members 
Mstep: Class 32 contains 65067 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468928.000000 Penalty: 291805.406250
Iteration 153Q: 35 clusters Score -2.724689e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17183 members 
Mstep: Class 5 contains 87039 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10446 members 
Mstep: Class 11 contains 34001 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22949 members 
Mstep: Class 14 contains 9260 members 
Mstep: Class 15 contains 124297 members 
Mstep: Class 16 contains 11002 members 
Mstep: Class 17 contains 124539 members 
Mstep: Class 18 contains 40263 members 
Mstep: Class 19 contains 21820 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44580 members 
Mstep: Class 22 contains 56947 members 
Mstep: Class 23 contains 13019 members 
Mstep: Class 24 contains 24095 members 
Mstep: Class 25 contains 115600 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59657 members 
Mstep: Class 28 contains 75097 members 
Mstep: Class 29 contains 50092 members 
Mstep: Class 30 contains 25876 members 
Mstep: Class 31 contains 65048 members 
Mstep: Class 32 contains 65068 members 
Mstep: Class 33 contains 14422 members 
Mstep: Class 34 contains 19232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469152.000000 Penalty: 291805.406250
Iteration 154Q: 35 clusters Score -2.724692e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 17183 members 
Mstep: Class 5 contains 87042 members 
Mstep: Class 6 contains 8435 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9826 members 
Mstep: Class 10 contains 10445 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22950 members 
Mstep: Class 14 contains 9261 members 
Mstep: Class 15 contains 124297 members 
Mstep: Class 16 contains 10999 members 
Mstep: Class 17 contains 124544 members 
Mstep: Class 18 contains 40266 members 
Mstep: Class 19 contains 21818 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44586 members 
Mstep: Class 22 contains 56949 members 
Mstep: Class 23 contains 13020 members 
Mstep: Class 24 contains 24098 members 
Mstep: Class 25 contains 115601 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59658 members 
Mstep: Class 28 contains 75095 members 
Mstep: Class 29 contains 50086 members 
Mstep: Class 30 contains 25874 members 
Mstep: Class 31 contains 65042 members 
Mstep: Class 32 contains 65068 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469152.000000 Penalty: 291805.406250
Iteration 155Q: 35 clusters Score -2.724692e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 87044 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10445 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22952 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 124296 members 
Mstep: Class 16 contains 10997 members 
Mstep: Class 17 contains 124544 members 
Mstep: Class 18 contains 40268 members 
Mstep: Class 19 contains 21819 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44591 members 
Mstep: Class 22 contains 56949 members 
Mstep: Class 23 contains 13020 members 
Mstep: Class 24 contains 24099 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59658 members 
Mstep: Class 28 contains 75093 members 
Mstep: Class 29 contains 50080 members 
Mstep: Class 30 contains 25869 members 
Mstep: Class 31 contains 65039 members 
Mstep: Class 32 contains 65070 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469120.000000 Penalty: 291805.406250
Iteration 156Q: 35 clusters Score -2.724691e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 87047 members 
Mstep: Class 6 contains 8430 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10444 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22951 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124298 members 
Mstep: Class 16 contains 10996 members 
Mstep: Class 17 contains 124546 members 
Mstep: Class 18 contains 40269 members 
Mstep: Class 19 contains 21817 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44596 members 
Mstep: Class 22 contains 56953 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 24103 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59657 members 
Mstep: Class 28 contains 75088 members 
Mstep: Class 29 contains 50074 members 
Mstep: Class 30 contains 25867 members 
Mstep: Class 31 contains 65035 members 
Mstep: Class 32 contains 65067 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469056.000000 Penalty: 291805.406250
Iteration 157Q: 35 clusters Score -2.724691e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 87051 members 
Mstep: Class 6 contains 8425 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10443 members 
Mstep: Class 11 contains 33998 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22951 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124299 members 
Mstep: Class 16 contains 10996 members 
Mstep: Class 17 contains 124547 members 
Mstep: Class 18 contains 40271 members 
Mstep: Class 19 contains 21817 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44601 members 
Mstep: Class 22 contains 56953 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 24106 members 
Mstep: Class 25 contains 115602 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59658 members 
Mstep: Class 28 contains 75086 members 
Mstep: Class 29 contains 50071 members 
Mstep: Class 30 contains 25861 members 
Mstep: Class 31 contains 65033 members 
Mstep: Class 32 contains 65068 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469088.000000 Penalty: 291805.406250
Iteration 158Q: 35 clusters Score -2.724691e+08 nChanged 46
Entering ConstructFrom: 
Score: -272469088.000000 Penalty: 291805.406250
Entering ConstructFrom: 
Trying to split cluster 1 (28921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Entering Unmasked Estep 
Score: -6367686.000000 Penalty: 6291.798340
	Iteration 0F: 2 clusters Score -6367686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -6345508.500000 Penalty: 12583.596680
	Iteration 0F: 3 clusters Score -6345508 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -6351912.000000 Penalty: 12583.596680
	Iteration 1F: 3 clusters Score -6351912 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -6352650.000000 Penalty: 12583.596680
	Iteration 2F: 3 clusters Score -6352650 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -6353166.000000 Penalty: 12583.596680
	Iteration 3Q: 3 clusters Score -6353166 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -6353615.500000 Penalty: 12583.596680
	Iteration 4Q: 3 clusters Score -6353616 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -6353963.500000 Penalty: 12583.596680
	Iteration 5Q: 3 clusters Score -6353964 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -6354280.000000 Penalty: 12583.596680
	Iteration 6Q: 3 clusters Score -6354280 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -6354562.500000 Penalty: 12583.596680
	Iteration 7Q: 3 clusters Score -6354562 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -6354878.500000 Penalty: 12583.596680
	Iteration 8Q: 3 clusters Score -6354878 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -6355191.500000 Penalty: 12583.596680
	Iteration 9Q: 3 clusters Score -6355192 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -6355478.000000 Penalty: 12583.596680
	Iteration 10Q: 3 clusters Score -6355478 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -6355733.500000 Penalty: 12583.596680
	Iteration 11Q: 3 clusters Score -6355734 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -6356046.000000 Penalty: 12583.596680
	Iteration 12Q: 3 clusters Score -6356046 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -6356326.500000 Penalty: 12583.596680
	Iteration 13Q: 3 clusters Score -6356326 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -6356638.500000 Penalty: 12583.596680
	Iteration 14Q: 3 clusters Score -6356638 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -6356954.000000 Penalty: 12583.596680
	Iteration 15Q: 3 clusters Score -6356954 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -6357357.000000 Penalty: 12583.596680
	Iteration 16Q: 3 clusters Score -6357357 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -6357781.500000 Penalty: 12583.596680
	Iteration 17Q: 3 clusters Score -6357782 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -6358253.000000 Penalty: 12583.596680
	Iteration 18Q: 3 clusters Score -6358253 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -6358792.500000 Penalty: 12583.596680
	Iteration 19Q: 3 clusters Score -6358792 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -6359292.000000 Penalty: 12583.596680
	Iteration 20F: 3 clusters Score -6359292 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -6359679.500000 Penalty: 12583.596680
	Iteration 21Q: 3 clusters Score -6359680 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -6359969.500000 Penalty: 12583.596680
	Iteration 22Q: 3 clusters Score -6359970 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -6360177.500000 Penalty: 12583.596680
	Iteration 23Q: 3 clusters Score -6360178 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -6360341.000000 Penalty: 12583.596680
	Iteration 24Q: 3 clusters Score -6360341 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -6360449.000000 Penalty: 12583.596680
	Iteration 25Q: 3 clusters Score -6360449 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -6360509.000000 Penalty: 12583.596680
	Iteration 26Q: 3 clusters Score -6360509 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -6360599.500000 Penalty: 12583.596680
	Iteration 27Q: 3 clusters Score -6360600 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -6360662.000000 Penalty: 12583.596680
	Iteration 28Q: 3 clusters Score -6360662 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -6360691.500000 Penalty: 12583.596680
	Iteration 29Q: 3 clusters Score -6360692 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -6360753.000000 Penalty: 12583.596680
	Iteration 30Q: 3 clusters Score -6360753 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -6360785.000000 Penalty: 12583.596680
	Iteration 31Q: 3 clusters Score -6360785 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -6360837.000000 Penalty: 12583.596680
	Iteration 32Q: 3 clusters Score -6360837 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -6360868.500000 Penalty: 12583.596680
	Iteration 33Q: 3 clusters Score -6360868 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -6360899.000000 Penalty: 12583.596680
	Iteration 34Q: 3 clusters Score -6360899 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -6360958.500000 Penalty: 12583.596680
	Iteration 35Q: 3 clusters Score -6360958 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -6361012.500000 Penalty: 12583.596680
	Iteration 36Q: 3 clusters Score -6361012 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -6361064.500000 Penalty: 12583.596680
	Iteration 37Q: 3 clusters Score -6361064 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -6361110.500000 Penalty: 12583.596680
	Iteration 38Q: 3 clusters Score -6361110 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -6361161.000000 Penalty: 12583.596680
	Iteration 39Q: 3 clusters Score -6361161 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -6361241.500000 Penalty: 12583.596680
	Iteration 40F: 3 clusters Score -6361242 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -6361269.500000 Penalty: 12583.596680
	Iteration 41Q: 3 clusters Score -6361270 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -6361364.000000 Penalty: 12583.596680
	Iteration 42Q: 3 clusters Score -6361364 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -6361417.000000 Penalty: 12583.596680
	Iteration 43Q: 3 clusters Score -6361417 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -6361476.500000 Penalty: 12583.596680
	Iteration 44Q: 3 clusters Score -6361476 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -6361526.000000 Penalty: 12583.596680
	Iteration 45Q: 3 clusters Score -6361526 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -6361573.500000 Penalty: 12583.596680
	Iteration 46Q: 3 clusters Score -6361574 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -6361621.000000 Penalty: 12583.596680
	Iteration 47Q: 3 clusters Score -6361621 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -6361666.500000 Penalty: 12583.596680
	Iteration 48Q: 3 clusters Score -6361666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -6361712.000000 Penalty: 12583.596680
	Iteration 49Q: 3 clusters Score -6361712 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -6361746.000000 Penalty: 12583.596680
	Iteration 50Q: 3 clusters Score -6361746 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -6361786.500000 Penalty: 12583.596680
	Iteration 51Q: 3 clusters Score -6361786 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -6361815.000000 Penalty: 12583.596680
	Iteration 52Q: 3 clusters Score -6361815 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -6361851.500000 Penalty: 12583.596680
	Iteration 53Q: 3 clusters Score -6361852 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -6361884.000000 Penalty: 12583.596680
	Iteration 54Q: 3 clusters Score -6361884 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -6361882.000000 Penalty: 12583.596680
	Iteration 55Q: 3 clusters Score -6361882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -6361924.000000 Penalty: 12583.596680
	Iteration 56Q: 3 clusters Score -6361924 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -6361968.000000 Penalty: 12583.596680
	Iteration 57Q: 3 clusters Score -6361968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -6361987.500000 Penalty: 12583.596680
	Iteration 58Q: 3 clusters Score -6361988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -6361998.500000 Penalty: 12583.596680
	Iteration 59Q: 3 clusters Score -6361998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -6361999.000000 Penalty: 12583.596680
	Iteration 60F: 3 clusters Score -6361999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -6362029.000000 Penalty: 12583.596680
	Iteration 61Q: 3 clusters Score -6362029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -6362047.000000 Penalty: 12583.596680
	Iteration 62Q: 3 clusters Score -6362047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -6362036.500000 Penalty: 12583.596680
	Iteration 63Q: 3 clusters Score -6362036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -6362037.500000 Penalty: 12583.596680
	Iteration 64Q: 3 clusters Score -6362038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -6362075.500000 Penalty: 12583.596680
	Iteration 65Q: 3 clusters Score -6362076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -6362082.500000 Penalty: 12583.596680
	Iteration 66Q: 3 clusters Score -6362082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -6362100.500000 Penalty: 12583.596680
	Iteration 67Q: 3 clusters Score -6362100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -6362116.500000 Penalty: 12583.596680
	Iteration 68Q: 3 clusters Score -6362116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -6362131.500000 Penalty: 12583.596680
	Iteration 69Q: 3 clusters Score -6362132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -6362125.500000 Penalty: 12583.596680
	Iteration 70Q: 3 clusters Score -6362126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -6362145.500000 Penalty: 12583.596680
	Iteration 71Q: 3 clusters Score -6362146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -6362156.500000 Penalty: 12583.596680
	Iteration 72Q: 3 clusters Score -6362156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -6362157.500000 Penalty: 12583.596680
	Iteration 73Q: 3 clusters Score -6362158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -6362158.500000 Penalty: 12583.596680
	Iteration 74Q: 3 clusters Score -6362158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -6362166.500000 Penalty: 12583.596680
	Iteration 75Q: 3 clusters Score -6362166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -6362188.000000 Penalty: 12583.596680
	Iteration 76Q: 3 clusters Score -6362188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -6362185.500000 Penalty: 12583.596680
	Iteration 77Q: 3 clusters Score -6362186 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -6362214.000000 Penalty: 12583.596680
	Iteration 78Q: 3 clusters Score -6362214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -6362226.500000 Penalty: 12583.596680
	Iteration 79Q: 3 clusters Score -6362226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -6362223.000000 Penalty: 12583.596680
	Iteration 80F: 3 clusters Score -6362223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -6362221.500000 Penalty: 12583.596680
	Iteration 81Q: 3 clusters Score -6362222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -6362229.000000 Penalty: 12583.596680
	Iteration 82Q: 3 clusters Score -6362229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -6362255.000000 Penalty: 12583.596680
	Iteration 83Q: 3 clusters Score -6362255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -6362260.000000 Penalty: 12583.596680
	Iteration 84Q: 3 clusters Score -6362260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -6362270.000000 Penalty: 12583.596680
	Iteration 85Q: 3 clusters Score -6362270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -6362273.000000 Penalty: 12583.596680
	Iteration 86Q: 3 clusters Score -6362273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -6362275.500000 Penalty: 12583.596680
	Iteration 87Q: 3 clusters Score -6362276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -6362275.000000 Penalty: 12583.596680
	Iteration 88Q: 3 clusters Score -6362275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -6362274.500000 Penalty: 12583.596680
	Iteration 89Q: 3 clusters Score -6362274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -6362294.000000 Penalty: 12583.596680
	Iteration 90Q: 3 clusters Score -6362294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -6362305.500000 Penalty: 12583.596680
	Iteration 91Q: 3 clusters Score -6362306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -6362322.000000 Penalty: 12583.596680
	Iteration 92Q: 3 clusters Score -6362322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -6362312.000000 Penalty: 12583.596680
	Iteration 93Q: 3 clusters Score -6362312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -6362326.000000 Penalty: 12583.596680
	Iteration 94Q: 3 clusters Score -6362326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -6362323.500000 Penalty: 12583.596680
	Iteration 95Q: 3 clusters Score -6362324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -6362341.500000 Penalty: 12583.596680
	Iteration 96Q: 3 clusters Score -6362342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -6362341.000000 Penalty: 12583.596680
	Iteration 97Q: 3 clusters Score -6362341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -6362329.500000 Penalty: 12583.596680
	Iteration 98Q: 3 clusters Score -6362330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -6362333.500000 Penalty: 12583.596680
	Iteration 99Q: 3 clusters Score -6362334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -6362356.500000 Penalty: 12583.596680
	Iteration 100F: 3 clusters Score -6362356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -6362376.000000 Penalty: 12583.596680
	Iteration 101Q: 3 clusters Score -6362376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -6362371.000000 Penalty: 12583.596680
	Iteration 102Q: 3 clusters Score -6362371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -6362397.000000 Penalty: 12583.596680
	Iteration 103Q: 3 clusters Score -6362397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -6362398.500000 Penalty: 12583.596680
	Iteration 104Q: 3 clusters Score -6362398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -6362386.500000 Penalty: 12583.596680
	Iteration 105Q: 3 clusters Score -6362386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -6362399.000000 Penalty: 12583.596680
	Iteration 106Q: 3 clusters Score -6362399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -6362405.000000 Penalty: 12583.596680
	Iteration 107Q: 3 clusters Score -6362405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -6362431.500000 Penalty: 12583.596680
	Iteration 108Q: 3 clusters Score -6362432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -6362418.000000 Penalty: 12583.596680
	Iteration 109Q: 3 clusters Score -6362418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -6362415.500000 Penalty: 12583.596680
	Iteration 110Q: 3 clusters Score -6362416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -6362419.500000 Penalty: 12583.596680
	Iteration 111Q: 3 clusters Score -6362420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -6362423.500000 Penalty: 12583.596680
	Iteration 112Q: 3 clusters Score -6362424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -6362442.500000 Penalty: 12583.596680
	Iteration 113Q: 3 clusters Score -6362442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -6362436.500000 Penalty: 12583.596680
	Iteration 114Q: 3 clusters Score -6362436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -6362439.500000 Penalty: 12583.596680
	Iteration 115Q: 3 clusters Score -6362440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -6362451.000000 Penalty: 12583.596680
	Iteration 116Q: 3 clusters Score -6362451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -6362449.000000 Penalty: 12583.596680
	Iteration 117Q: 3 clusters Score -6362449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -6362451.000000 Penalty: 12583.596680
	Iteration 118Q: 3 clusters Score -6362451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -6362445.000000 Penalty: 12583.596680
	Iteration 119Q: 3 clusters Score -6362445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -6362452.000000 Penalty: 12583.596680
	Iteration 120F: 3 clusters Score -6362452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -6362460.500000 Penalty: 12583.596680
	Iteration 121Q: 3 clusters Score -6362460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -6362457.500000 Penalty: 12583.596680
	Iteration 122Q: 3 clusters Score -6362458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -6362466.000000 Penalty: 12583.596680
	Iteration 123Q: 3 clusters Score -6362466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -6362462.500000 Penalty: 12583.596680
	Iteration 124Q: 3 clusters Score -6362462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -6362455.000000 Penalty: 12583.596680
	Iteration 125Q: 3 clusters Score -6362455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -6362452.000000 Penalty: 12583.596680
	Iteration 126Q: 3 clusters Score -6362452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -6362448.500000 Penalty: 12583.596680
	Iteration 127Q: 3 clusters Score -6362448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -6362448.000000 Penalty: 12583.596680
	Iteration 128Q: 3 clusters Score -6362448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -6362457.000000 Penalty: 12583.596680
	Iteration 129Q: 3 clusters Score -6362457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -6362452.000000 Penalty: 12583.596680
	Iteration 130Q: 3 clusters Score -6362452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -6362460.000000 Penalty: 12583.596680
	Iteration 131Q: 3 clusters Score -6362460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -6362461.000000 Penalty: 12583.596680
	Iteration 132Q: 3 clusters Score -6362461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -6362462.000000 Penalty: 12583.596680
	Iteration 133Q: 3 clusters Score -6362462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -6362462.000000 Penalty: 12583.596680
	Iteration 134F: 3 clusters Score -6362462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -255445.453125 Penalty: 4335.484375
	Iteration 0F: 2 clusters Score -255445.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -251359.078125 Penalty: 8670.968750
	Iteration 0F: 3 clusters Score -251359.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -251898.468750 Penalty: 8670.968750
	Iteration 1F: 3 clusters Score -251898.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -252080.421875 Penalty: 8670.968750
	Iteration 2F: 3 clusters Score -252080.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -252146.031250 Penalty: 8670.968750
	Iteration 3Q: 3 clusters Score -252146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -252203.843750 Penalty: 8670.968750
	Iteration 4Q: 3 clusters Score -252203.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -252260.828125 Penalty: 8670.968750
	Iteration 5Q: 3 clusters Score -252260.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -252312.765625 Penalty: 8670.968750
	Iteration 6Q: 3 clusters Score -252312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -252328.953125 Penalty: 8670.968750
	Iteration 7Q: 3 clusters Score -252329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -252340.062500 Penalty: 8670.968750
	Iteration 8Q: 3 clusters Score -252340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -252351.703125 Penalty: 8670.968750
	Iteration 9Q: 3 clusters Score -252351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -252357.515625 Penalty: 8670.968750
	Iteration 10Q: 3 clusters Score -252357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -252362.953125 Penalty: 8670.968750
	Iteration 11Q: 3 clusters Score -252363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -252365.281250 Penalty: 8670.968750
	Iteration 12Q: 3 clusters Score -252365.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -252365.281250 Penalty: 8670.968750
	Iteration 13F: 3 clusters Score -252365.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Entering Unmasked Estep 
Score: -1848548.375000 Penalty: 5528.018066
	Iteration 0F: 2 clusters Score -1848548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1839362.250000 Penalty: 11056.036133
	Iteration 0F: 3 clusters Score -1839362 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1841166.750000 Penalty: 11056.036133
	Iteration 1F: 3 clusters Score -1841167 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1841587.500000 Penalty: 11056.036133
	Iteration 2F: 3 clusters Score -1841588 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1841825.000000 Penalty: 11056.036133
	Iteration 3Q: 3 clusters Score -1841825 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1841986.250000 Penalty: 11056.036133
	Iteration 4Q: 3 clusters Score -1841986 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1842103.125000 Penalty: 11056.036133
	Iteration 5Q: 3 clusters Score -1842103 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1842197.250000 Penalty: 11056.036133
	Iteration 6Q: 3 clusters Score -1842197 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1842265.000000 Penalty: 11056.036133
	Iteration 7Q: 3 clusters Score -1842265 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1842314.500000 Penalty: 11056.036133
	Iteration 8Q: 3 clusters Score -1842314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1842348.375000 Penalty: 11056.036133
	Iteration 9Q: 3 clusters Score -1842348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1842374.875000 Penalty: 11056.036133
	Iteration 10Q: 3 clusters Score -1842375 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1842403.750000 Penalty: 11056.036133
	Iteration 11Q: 3 clusters Score -1842404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1842446.250000 Penalty: 11056.036133
	Iteration 12Q: 3 clusters Score -1842446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1842473.625000 Penalty: 11056.036133
	Iteration 13Q: 3 clusters Score -1842474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1842502.500000 Penalty: 11056.036133
	Iteration 14Q: 3 clusters Score -1842502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1842528.875000 Penalty: 11056.036133
	Iteration 15Q: 3 clusters Score -1842529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1842555.875000 Penalty: 11056.036133
	Iteration 16Q: 3 clusters Score -1842556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1842577.625000 Penalty: 11056.036133
	Iteration 17Q: 3 clusters Score -1842578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1842595.750000 Penalty: 11056.036133
	Iteration 18Q: 3 clusters Score -1842596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1842613.875000 Penalty: 11056.036133
	Iteration 19Q: 3 clusters Score -1842614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1842630.250000 Penalty: 11056.036133
	Iteration 20F: 3 clusters Score -1842630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1842633.750000 Penalty: 11056.036133
	Iteration 21Q: 3 clusters Score -1842634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1842644.750000 Penalty: 11056.036133
	Iteration 22Q: 3 clusters Score -1842645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1842654.250000 Penalty: 11056.036133
	Iteration 23Q: 3 clusters Score -1842654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1842667.250000 Penalty: 11056.036133
	Iteration 24Q: 3 clusters Score -1842667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1842678.375000 Penalty: 11056.036133
	Iteration 25Q: 3 clusters Score -1842678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1842692.000000 Penalty: 11056.036133
	Iteration 26Q: 3 clusters Score -1842692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1842699.750000 Penalty: 11056.036133
	Iteration 27Q: 3 clusters Score -1842700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1842709.500000 Penalty: 11056.036133
	Iteration 28Q: 3 clusters Score -1842710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1842716.125000 Penalty: 11056.036133
	Iteration 29Q: 3 clusters Score -1842716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1842725.500000 Penalty: 11056.036133
	Iteration 30Q: 3 clusters Score -1842726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1842727.750000 Penalty: 11056.036133
	Iteration 31Q: 3 clusters Score -1842728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1842731.000000 Penalty: 11056.036133
	Iteration 32Q: 3 clusters Score -1842731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1842736.000000 Penalty: 11056.036133
	Iteration 33Q: 3 clusters Score -1842736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1842739.375000 Penalty: 11056.036133
	Iteration 34Q: 3 clusters Score -1842739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1842740.375000 Penalty: 11056.036133
	Iteration 35Q: 3 clusters Score -1842740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1842743.250000 Penalty: 11056.036133
	Iteration 36Q: 3 clusters Score -1842743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1842745.250000 Penalty: 11056.036133
	Iteration 37Q: 3 clusters Score -1842745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1842747.375000 Penalty: 11056.036133
	Iteration 38Q: 3 clusters Score -1842747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1842750.625000 Penalty: 11056.036133
	Iteration 39Q: 3 clusters Score -1842751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1842751.250000 Penalty: 11056.036133
	Iteration 40F: 3 clusters Score -1842751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1842751.375000 Penalty: 11056.036133
	Iteration 41Q: 3 clusters Score -1842751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1842752.500000 Penalty: 11056.036133
	Iteration 42Q: 3 clusters Score -1842752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1842757.000000 Penalty: 11056.036133
	Iteration 43Q: 3 clusters Score -1842757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1842759.250000 Penalty: 11056.036133
	Iteration 44Q: 3 clusters Score -1842759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1842759.625000 Penalty: 11056.036133
	Iteration 45Q: 3 clusters Score -1842760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1842760.625000 Penalty: 11056.036133
	Iteration 46Q: 3 clusters Score -1842761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1842763.375000 Penalty: 11056.036133
	Iteration 47Q: 3 clusters Score -1842763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1842766.375000 Penalty: 11056.036133
	Iteration 48Q: 3 clusters Score -1842766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1842769.250000 Penalty: 11056.036133
	Iteration 49Q: 3 clusters Score -1842769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1842771.875000 Penalty: 11056.036133
	Iteration 50Q: 3 clusters Score -1842772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1842778.375000 Penalty: 11056.036133
	Iteration 51Q: 3 clusters Score -1842778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1842783.125000 Penalty: 11056.036133
	Iteration 52Q: 3 clusters Score -1842783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1842788.250000 Penalty: 11056.036133
	Iteration 53Q: 3 clusters Score -1842788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1842787.000000 Penalty: 11056.036133
	Iteration 54Q: 3 clusters Score -1842787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1842787.500000 Penalty: 11056.036133
	Iteration 55Q: 3 clusters Score -1842788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1842789.375000 Penalty: 11056.036133
	Iteration 56Q: 3 clusters Score -1842789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1842789.500000 Penalty: 11056.036133
	Iteration 57Q: 3 clusters Score -1842790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1842793.125000 Penalty: 11056.036133
	Iteration 58Q: 3 clusters Score -1842793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1842801.125000 Penalty: 11056.036133
	Iteration 59Q: 3 clusters Score -1842801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1842803.000000 Penalty: 11056.036133
	Iteration 60F: 3 clusters Score -1842803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1842802.375000 Penalty: 11056.036133
	Iteration 61Q: 3 clusters Score -1842802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1842804.750000 Penalty: 11056.036133
	Iteration 62Q: 3 clusters Score -1842805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1842803.500000 Penalty: 11056.036133
	Iteration 63Q: 3 clusters Score -1842804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1842802.750000 Penalty: 11056.036133
	Iteration 64Q: 3 clusters Score -1842803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1842805.750000 Penalty: 11056.036133
	Iteration 65Q: 3 clusters Score -1842806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1842806.375000 Penalty: 11056.036133
	Iteration 66Q: 3 clusters Score -1842806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1842805.375000 Penalty: 11056.036133
	Iteration 67Q: 3 clusters Score -1842805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1842809.125000 Penalty: 11056.036133
	Iteration 68Q: 3 clusters Score -1842809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1842811.500000 Penalty: 11056.036133
	Iteration 69Q: 3 clusters Score -1842812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1842809.875000 Penalty: 11056.036133
	Iteration 70Q: 3 clusters Score -1842810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1842817.500000 Penalty: 11056.036133
	Iteration 71Q: 3 clusters Score -1842818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1842816.375000 Penalty: 11056.036133
	Iteration 72Q: 3 clusters Score -1842816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1842816.375000 Penalty: 11056.036133
	Iteration 73F: 3 clusters Score -1842816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Entering Unmasked Estep 
Score: -3938407.250000 Penalty: 5972.865723
	Iteration 0F: 2 clusters Score -3938407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3923740.750000 Penalty: 11945.731445
	Iteration 0F: 3 clusters Score -3923741 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3927423.750000 Penalty: 11945.731445
	Iteration 1F: 3 clusters Score -3927424 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3928139.000000 Penalty: 11945.731445
	Iteration 2F: 3 clusters Score -3928139 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3928612.000000 Penalty: 11945.731445
	Iteration 3F: 3 clusters Score -3928612 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3929031.000000 Penalty: 11945.731445
	Iteration 4Q: 3 clusters Score -3929031 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3929384.750000 Penalty: 11945.731445
	Iteration 5Q: 3 clusters Score -3929385 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3929692.000000 Penalty: 11945.731445
	Iteration 6Q: 3 clusters Score -3929692 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3929958.250000 Penalty: 11945.731445
	Iteration 7Q: 3 clusters Score -3929958 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3930217.000000 Penalty: 11945.731445
	Iteration 8Q: 3 clusters Score -3930217 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3930443.500000 Penalty: 11945.731445
	Iteration 9Q: 3 clusters Score -3930444 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3930669.000000 Penalty: 11945.731445
	Iteration 10Q: 3 clusters Score -3930669 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3930868.000000 Penalty: 11945.731445
	Iteration 11Q: 3 clusters Score -3930868 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3931081.000000 Penalty: 11945.731445
	Iteration 12Q: 3 clusters Score -3931081 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3931304.750000 Penalty: 11945.731445
	Iteration 13Q: 3 clusters Score -3931305 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3931471.750000 Penalty: 11945.731445
	Iteration 14Q: 3 clusters Score -3931472 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3931647.500000 Penalty: 11945.731445
	Iteration 15Q: 3 clusters Score -3931648 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3931790.250000 Penalty: 11945.731445
	Iteration 16Q: 3 clusters Score -3931790 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3931943.250000 Penalty: 11945.731445
	Iteration 17Q: 3 clusters Score -3931943 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3932088.000000 Penalty: 11945.731445
	Iteration 18Q: 3 clusters Score -3932088 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3932212.000000 Penalty: 11945.731445
	Iteration 19Q: 3 clusters Score -3932212 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3932285.250000 Penalty: 11945.731445
	Iteration 20F: 3 clusters Score -3932285 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3932365.750000 Penalty: 11945.731445
	Iteration 21Q: 3 clusters Score -3932366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3932415.000000 Penalty: 11945.731445
	Iteration 22Q: 3 clusters Score -3932415 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3932492.500000 Penalty: 11945.731445
	Iteration 23Q: 3 clusters Score -3932492 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3932551.000000 Penalty: 11945.731445
	Iteration 24Q: 3 clusters Score -3932551 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3932596.250000 Penalty: 11945.731445
	Iteration 25Q: 3 clusters Score -3932596 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3932635.750000 Penalty: 11945.731445
	Iteration 26Q: 3 clusters Score -3932636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3932666.000000 Penalty: 11945.731445
	Iteration 27Q: 3 clusters Score -3932666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3932721.500000 Penalty: 11945.731445
	Iteration 28Q: 3 clusters Score -3932722 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3932779.250000 Penalty: 11945.731445
	Iteration 29Q: 3 clusters Score -3932779 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3932820.750000 Penalty: 11945.731445
	Iteration 30Q: 3 clusters Score -3932821 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3932863.250000 Penalty: 11945.731445
	Iteration 31Q: 3 clusters Score -3932863 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3932891.750000 Penalty: 11945.731445
	Iteration 32Q: 3 clusters Score -3932892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3932936.000000 Penalty: 11945.731445
	Iteration 33Q: 3 clusters Score -3932936 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3932988.250000 Penalty: 11945.731445
	Iteration 34Q: 3 clusters Score -3932988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3933010.250000 Penalty: 11945.731445
	Iteration 35Q: 3 clusters Score -3933010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3933041.250000 Penalty: 11945.731445
	Iteration 36Q: 3 clusters Score -3933041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3933067.250000 Penalty: 11945.731445
	Iteration 37Q: 3 clusters Score -3933067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3933080.500000 Penalty: 11945.731445
	Iteration 38Q: 3 clusters Score -3933080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3933101.250000 Penalty: 11945.731445
	Iteration 39Q: 3 clusters Score -3933101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3933116.750000 Penalty: 11945.731445
	Iteration 40F: 3 clusters Score -3933117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3933131.250000 Penalty: 11945.731445
	Iteration 41Q: 3 clusters Score -3933131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3933147.750000 Penalty: 11945.731445
	Iteration 42Q: 3 clusters Score -3933148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3933167.000000 Penalty: 11945.731445
	Iteration 43Q: 3 clusters Score -3933167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3933165.750000 Penalty: 11945.731445
	Iteration 44Q: 3 clusters Score -3933166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3933178.000000 Penalty: 11945.731445
	Iteration 45Q: 3 clusters Score -3933178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3933201.000000 Penalty: 11945.731445
	Iteration 46Q: 3 clusters Score -3933201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3933199.750000 Penalty: 11945.731445
	Iteration 47Q: 3 clusters Score -3933200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3933202.000000 Penalty: 11945.731445
	Iteration 48Q: 3 clusters Score -3933202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3933207.250000 Penalty: 11945.731445
	Iteration 49Q: 3 clusters Score -3933207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3933217.000000 Penalty: 11945.731445
	Iteration 50Q: 3 clusters Score -3933217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3933212.750000 Penalty: 11945.731445
	Iteration 51Q: 3 clusters Score -3933213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3933225.750000 Penalty: 11945.731445
	Iteration 52Q: 3 clusters Score -3933226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3933219.000000 Penalty: 11945.731445
	Iteration 53Q: 3 clusters Score -3933219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3933232.750000 Penalty: 11945.731445
	Iteration 54Q: 3 clusters Score -3933233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3933229.750000 Penalty: 11945.731445
	Iteration 55Q: 3 clusters Score -3933230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3933233.500000 Penalty: 11945.731445
	Iteration 56Q: 3 clusters Score -3933234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3933239.500000 Penalty: 11945.731445
	Iteration 57Q: 3 clusters Score -3933240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3933244.500000 Penalty: 11945.731445
	Iteration 58Q: 3 clusters Score -3933244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3933252.000000 Penalty: 11945.731445
	Iteration 59Q: 3 clusters Score -3933252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3933249.000000 Penalty: 11945.731445
	Iteration 60F: 3 clusters Score -3933249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3933243.500000 Penalty: 11945.731445
	Iteration 61Q: 3 clusters Score -3933244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3933246.750000 Penalty: 11945.731445
	Iteration 62Q: 3 clusters Score -3933247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3933245.750000 Penalty: 11945.731445
	Iteration 63Q: 3 clusters Score -3933246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3933250.750000 Penalty: 11945.731445
	Iteration 64Q: 3 clusters Score -3933251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3933249.750000 Penalty: 11945.731445
	Iteration 65Q: 3 clusters Score -3933250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3933252.000000 Penalty: 11945.731445
	Iteration 66Q: 3 clusters Score -3933252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3933247.250000 Penalty: 11945.731445
	Iteration 67Q: 3 clusters Score -3933247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3933248.500000 Penalty: 11945.731445
	Iteration 68Q: 3 clusters Score -3933248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3933245.750000 Penalty: 11945.731445
	Iteration 69Q: 3 clusters Score -3933246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3933248.000000 Penalty: 11945.731445
	Iteration 70Q: 3 clusters Score -3933248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3933251.250000 Penalty: 11945.731445
	Iteration 71Q: 3 clusters Score -3933251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3933252.000000 Penalty: 11945.731445
	Iteration 72Q: 3 clusters Score -3933252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3933251.750000 Penalty: 11945.731445
	Iteration 73Q: 3 clusters Score -3933252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3933253.000000 Penalty: 11945.731445
	Iteration 74Q: 3 clusters Score -3933253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3933253.000000 Penalty: 11945.731445
	Iteration 75F: 3 clusters Score -3933253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (87054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87054 members 
Entering Unmasked Estep 
Score: -20084988.000000 Penalty: 6966.749023
	Iteration 0F: 2 clusters Score -2.008499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -20025622.000000 Penalty: 13933.498047
	Iteration 0F: 3 clusters Score -2.002562e+07 nChanged 39622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -20046836.000000 Penalty: 13933.498047
	Iteration 1F: 3 clusters Score -2.004684e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -20047834.000000 Penalty: 13933.498047
	Iteration 2Q: 3 clusters Score -2.004783e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -20048752.000000 Penalty: 13933.498047
	Iteration 3Q: 3 clusters Score -2.004875e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -20049600.000000 Penalty: 13933.498047
	Iteration 4Q: 3 clusters Score -2.00496e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -20050772.000000 Penalty: 13933.498047
	Iteration 5Q: 3 clusters Score -2.005077e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -20052234.000000 Penalty: 13933.498047
	Iteration 6Q: 3 clusters Score -2.005223e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -20054642.000000 Penalty: 13933.498047
	Iteration 7F: 3 clusters Score -2.005464e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -20058308.000000 Penalty: 13933.498047
	Iteration 8F: 3 clusters Score -2.005831e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -20063394.000000 Penalty: 13933.498047
	Iteration 9F: 3 clusters Score -2.006339e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -20069026.000000 Penalty: 13933.498047
	Iteration 10F: 3 clusters Score -2.006903e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -20073720.000000 Penalty: 13933.498047
	Iteration 11F: 3 clusters Score -2.007372e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -20076328.000000 Penalty: 13933.498047
	Iteration 12Q: 3 clusters Score -2.007633e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -20077530.000000 Penalty: 13933.498047
	Iteration 13Q: 3 clusters Score -2.007753e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -20078058.000000 Penalty: 13933.498047
	Iteration 14Q: 3 clusters Score -2.007806e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -20078338.000000 Penalty: 13933.498047
	Iteration 15Q: 3 clusters Score -2.007834e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20078504.000000 Penalty: 13933.498047
	Iteration 16Q: 3 clusters Score -2.00785e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -20078566.000000 Penalty: 13933.498047
	Iteration 17Q: 3 clusters Score -2.007857e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20078626.000000 Penalty: 13933.498047
	Iteration 18Q: 3 clusters Score -2.007863e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -20078682.000000 Penalty: 13933.498047
	Iteration 19Q: 3 clusters Score -2.007868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86392 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -20078728.000000 Penalty: 13933.498047
	Iteration 20F: 3 clusters Score -2.007873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -20078756.000000 Penalty: 13933.498047
	Iteration 21Q: 3 clusters Score -2.007876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86421 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20078760.000000 Penalty: 13933.498047
	Iteration 22Q: 3 clusters Score -2.007876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -20078760.000000 Penalty: 13933.498047
	Iteration 23Q: 3 clusters Score -2.007876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86434 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -20078786.000000 Penalty: 13933.498047
	Iteration 24Q: 3 clusters Score -2.007879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -20078824.000000 Penalty: 13933.498047
	Iteration 25Q: 3 clusters Score -2.007882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -20078844.000000 Penalty: 13933.498047
	Iteration 26Q: 3 clusters Score -2.007884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -20078860.000000 Penalty: 13933.498047
	Iteration 27Q: 3 clusters Score -2.007886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -20078840.000000 Penalty: 13933.498047
	Iteration 28Q: 3 clusters Score -2.007884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -20078858.000000 Penalty: 13933.498047
	Iteration 29Q: 3 clusters Score -2.007886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20078854.000000 Penalty: 13933.498047
	Iteration 30Q: 3 clusters Score -2.007885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20078860.000000 Penalty: 13933.498047
	Iteration 31Q: 3 clusters Score -2.007886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20078860.000000 Penalty: 13933.498047
	Iteration 32F: 3 clusters Score -2.007886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Entering Unmasked Estep 
Score: -1873088.250000 Penalty: 5536.435059
	Iteration 0F: 2 clusters Score -1873088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1863809.875000 Penalty: 11072.870117
	Iteration 0F: 3 clusters Score -1863810 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1865734.750000 Penalty: 11072.870117
	Iteration 1F: 3 clusters Score -1865735 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1866172.250000 Penalty: 11072.870117
	Iteration 2F: 3 clusters Score -1866172 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1866414.500000 Penalty: 11072.870117
	Iteration 3Q: 3 clusters Score -1866414 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1866569.375000 Penalty: 11072.870117
	Iteration 4Q: 3 clusters Score -1866569 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1866675.750000 Penalty: 11072.870117
	Iteration 5Q: 3 clusters Score -1866676 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1866758.000000 Penalty: 11072.870117
	Iteration 6Q: 3 clusters Score -1866758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1866837.000000 Penalty: 11072.870117
	Iteration 7Q: 3 clusters Score -1866837 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1866922.250000 Penalty: 11072.870117
	Iteration 8Q: 3 clusters Score -1866922 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1867012.875000 Penalty: 11072.870117
	Iteration 9Q: 3 clusters Score -1867013 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1867078.625000 Penalty: 11072.870117
	Iteration 10Q: 3 clusters Score -1867079 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1867145.125000 Penalty: 11072.870117
	Iteration 11Q: 3 clusters Score -1867145 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1867220.250000 Penalty: 11072.870117
	Iteration 12Q: 3 clusters Score -1867220 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1867273.500000 Penalty: 11072.870117
	Iteration 13Q: 3 clusters Score -1867274 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1867331.000000 Penalty: 11072.870117
	Iteration 14Q: 3 clusters Score -1867331 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1867391.875000 Penalty: 11072.870117
	Iteration 15Q: 3 clusters Score -1867392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1867441.250000 Penalty: 11072.870117
	Iteration 16Q: 3 clusters Score -1867441 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1867491.875000 Penalty: 11072.870117
	Iteration 17Q: 3 clusters Score -1867492 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1867550.750000 Penalty: 11072.870117
	Iteration 18Q: 3 clusters Score -1867551 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1867604.375000 Penalty: 11072.870117
	Iteration 19Q: 3 clusters Score -1867604 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1867652.125000 Penalty: 11072.870117
	Iteration 20F: 3 clusters Score -1867652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1867700.125000 Penalty: 11072.870117
	Iteration 21Q: 3 clusters Score -1867700 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1867758.125000 Penalty: 11072.870117
	Iteration 22Q: 3 clusters Score -1867758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1867811.875000 Penalty: 11072.870117
	Iteration 23Q: 3 clusters Score -1867812 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1867878.000000 Penalty: 11072.870117
	Iteration 24Q: 3 clusters Score -1867878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1867977.375000 Penalty: 11072.870117
	Iteration 25Q: 3 clusters Score -1867977 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1868068.125000 Penalty: 11072.870117
	Iteration 26Q: 3 clusters Score -1868068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1868128.750000 Penalty: 11072.870117
	Iteration 27Q: 3 clusters Score -1868129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1868199.750000 Penalty: 11072.870117
	Iteration 28Q: 3 clusters Score -1868200 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1868285.625000 Penalty: 11072.870117
	Iteration 29Q: 3 clusters Score -1868286 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1868380.750000 Penalty: 11072.870117
	Iteration 30Q: 3 clusters Score -1868381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1868478.875000 Penalty: 11072.870117
	Iteration 31Q: 3 clusters Score -1868479 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1868602.250000 Penalty: 11072.870117
	Iteration 32Q: 3 clusters Score -1868602 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1868714.750000 Penalty: 11072.870117
	Iteration 33Q: 3 clusters Score -1868715 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1868827.000000 Penalty: 11072.870117
	Iteration 34Q: 3 clusters Score -1868827 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1868912.125000 Penalty: 11072.870117
	Iteration 35Q: 3 clusters Score -1868912 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1868989.375000 Penalty: 11072.870117
	Iteration 36Q: 3 clusters Score -1868989 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1869059.375000 Penalty: 11072.870117
	Iteration 37Q: 3 clusters Score -1869059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1869106.000000 Penalty: 11072.870117
	Iteration 38Q: 3 clusters Score -1869106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1869132.375000 Penalty: 11072.870117
	Iteration 39Q: 3 clusters Score -1869132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1869158.250000 Penalty: 11072.870117
	Iteration 40F: 3 clusters Score -1869158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1869181.500000 Penalty: 11072.870117
	Iteration 41Q: 3 clusters Score -1869182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1869210.625000 Penalty: 11072.870117
	Iteration 42Q: 3 clusters Score -1869211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1869231.875000 Penalty: 11072.870117
	Iteration 43Q: 3 clusters Score -1869232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1869254.250000 Penalty: 11072.870117
	Iteration 44Q: 3 clusters Score -1869254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1869274.125000 Penalty: 11072.870117
	Iteration 45Q: 3 clusters Score -1869274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1869284.875000 Penalty: 11072.870117
	Iteration 46Q: 3 clusters Score -1869285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1869291.125000 Penalty: 11072.870117
	Iteration 47Q: 3 clusters Score -1869291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1869302.750000 Penalty: 11072.870117
	Iteration 48Q: 3 clusters Score -1869303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1869304.750000 Penalty: 11072.870117
	Iteration 49Q: 3 clusters Score -1869305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1869316.750000 Penalty: 11072.870117
	Iteration 50Q: 3 clusters Score -1869317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1869322.750000 Penalty: 11072.870117
	Iteration 51Q: 3 clusters Score -1869323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1869326.125000 Penalty: 11072.870117
	Iteration 52Q: 3 clusters Score -1869326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1869329.375000 Penalty: 11072.870117
	Iteration 53Q: 3 clusters Score -1869329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1869329.500000 Penalty: 11072.870117
	Iteration 54Q: 3 clusters Score -1869330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1869328.750000 Penalty: 11072.870117
	Iteration 55Q: 3 clusters Score -1869329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1869328.875000 Penalty: 11072.870117
	Iteration 56Q: 3 clusters Score -1869329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1869330.750000 Penalty: 11072.870117
	Iteration 57Q: 3 clusters Score -1869331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1869334.625000 Penalty: 11072.870117
	Iteration 58Q: 3 clusters Score -1869335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1869332.500000 Penalty: 11072.870117
	Iteration 59Q: 3 clusters Score -1869332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1869332.500000 Penalty: 11072.870117
	Iteration 60F: 3 clusters Score -1869332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Entering Unmasked Estep 
Score: -3635374.500000 Penalty: 5931.350586
	Iteration 0F: 2 clusters Score -3635374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -3621359.250000 Penalty: 11862.701172
	Iteration 0F: 3 clusters Score -3621359 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3624724.000000 Penalty: 11862.701172
	Iteration 1F: 3 clusters Score -3624724 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3625277.000000 Penalty: 11862.701172
	Iteration 2F: 3 clusters Score -3625277 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3625659.500000 Penalty: 11862.701172
	Iteration 3Q: 3 clusters Score -3625660 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3625935.750000 Penalty: 11862.701172
	Iteration 4Q: 3 clusters Score -3625936 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3626182.750000 Penalty: 11862.701172
	Iteration 5Q: 3 clusters Score -3626183 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3626422.000000 Penalty: 11862.701172
	Iteration 6Q: 3 clusters Score -3626422 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3626649.500000 Penalty: 11862.701172
	Iteration 7Q: 3 clusters Score -3626650 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3626902.250000 Penalty: 11862.701172
	Iteration 8Q: 3 clusters Score -3626902 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3627150.000000 Penalty: 11862.701172
	Iteration 9Q: 3 clusters Score -3627150 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3627415.000000 Penalty: 11862.701172
	Iteration 10Q: 3 clusters Score -3627415 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3627710.000000 Penalty: 11862.701172
	Iteration 11Q: 3 clusters Score -3627710 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3628038.750000 Penalty: 11862.701172
	Iteration 12Q: 3 clusters Score -3628039 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3628366.000000 Penalty: 11862.701172
	Iteration 13Q: 3 clusters Score -3628366 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3628702.250000 Penalty: 11862.701172
	Iteration 14Q: 3 clusters Score -3628702 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3629017.000000 Penalty: 11862.701172
	Iteration 15Q: 3 clusters Score -3629017 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3629263.000000 Penalty: 11862.701172
	Iteration 16Q: 3 clusters Score -3629263 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3629448.500000 Penalty: 11862.701172
	Iteration 17Q: 3 clusters Score -3629448 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3629638.750000 Penalty: 11862.701172
	Iteration 18Q: 3 clusters Score -3629639 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3629762.500000 Penalty: 11862.701172
	Iteration 19Q: 3 clusters Score -3629762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3629839.750000 Penalty: 11862.701172
	Iteration 20F: 3 clusters Score -3629840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3629918.250000 Penalty: 11862.701172
	Iteration 21Q: 3 clusters Score -3629918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3629957.500000 Penalty: 11862.701172
	Iteration 22Q: 3 clusters Score -3629958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3629989.000000 Penalty: 11862.701172
	Iteration 23Q: 3 clusters Score -3629989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3629999.750000 Penalty: 11862.701172
	Iteration 24Q: 3 clusters Score -3630000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3630014.750000 Penalty: 11862.701172
	Iteration 25Q: 3 clusters Score -3630015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3630030.750000 Penalty: 11862.701172
	Iteration 26Q: 3 clusters Score -3630031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3630047.250000 Penalty: 11862.701172
	Iteration 27Q: 3 clusters Score -3630047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3630054.000000 Penalty: 11862.701172
	Iteration 28Q: 3 clusters Score -3630054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3630060.000000 Penalty: 11862.701172
	Iteration 29Q: 3 clusters Score -3630060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3630074.750000 Penalty: 11862.701172
	Iteration 30Q: 3 clusters Score -3630075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3630080.750000 Penalty: 11862.701172
	Iteration 31Q: 3 clusters Score -3630081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3630079.000000 Penalty: 11862.701172
	Iteration 32Q: 3 clusters Score -3630079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3630079.000000 Penalty: 11862.701172
	Iteration 33F: 3 clusters Score -3630079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -187622.890625 Penalty: 4167.826172
	Iteration 0F: 2 clusters Score -187622.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -183820.062500 Penalty: 8335.652344
	Iteration 0F: 3 clusters Score -183820.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -184179.281250 Penalty: 8335.652344
	Iteration 1F: 3 clusters Score -184179.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -184282.046875 Penalty: 8335.652344
	Iteration 2Q: 3 clusters Score -184282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -184349.156250 Penalty: 8335.652344
	Iteration 3Q: 3 clusters Score -184349.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -184381.484375 Penalty: 8335.652344
	Iteration 4Q: 3 clusters Score -184381.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -184397.312500 Penalty: 8335.652344
	Iteration 5Q: 3 clusters Score -184397.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -184404.359375 Penalty: 8335.652344
	Iteration 6Q: 3 clusters Score -184404.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -184410.015625 Penalty: 8335.652344
	Iteration 7Q: 3 clusters Score -184410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -184413.562500 Penalty: 8335.652344
	Iteration 8Q: 3 clusters Score -184413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -184425.750000 Penalty: 8335.652344
	Iteration 9Q: 3 clusters Score -184425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -184437.953125 Penalty: 8335.652344
	Iteration 10Q: 3 clusters Score -184438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -184452.093750 Penalty: 8335.652344
	Iteration 11Q: 3 clusters Score -184452.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -184474.562500 Penalty: 8335.652344
	Iteration 12Q: 3 clusters Score -184474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -184489.937500 Penalty: 8335.652344
	Iteration 13Q: 3 clusters Score -184489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -184516.000000 Penalty: 8335.652344
	Iteration 14Q: 3 clusters Score -184516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -184524.046875 Penalty: 8335.652344
	Iteration 15Q: 3 clusters Score -184524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -184532.859375 Penalty: 8335.652344
	Iteration 16Q: 3 clusters Score -184532.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -184545.406250 Penalty: 8335.652344
	Iteration 17Q: 3 clusters Score -184545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -184546.718750 Penalty: 8335.652344
	Iteration 18Q: 3 clusters Score -184546.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -184552.859375 Penalty: 8335.652344
	Iteration 19Q: 3 clusters Score -184552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -184555.812500 Penalty: 8335.652344
	Iteration 20F: 3 clusters Score -184555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -184573.093750 Penalty: 8335.652344
	Iteration 21Q: 3 clusters Score -184573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -184576.312500 Penalty: 8335.652344
	Iteration 22Q: 3 clusters Score -184576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -184578.578125 Penalty: 8335.652344
	Iteration 23Q: 3 clusters Score -184578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -184581.984375 Penalty: 8335.652344
	Iteration 24Q: 3 clusters Score -184582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -184582.859375 Penalty: 8335.652344
	Iteration 25Q: 3 clusters Score -184582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -184586.171875 Penalty: 8335.652344
	Iteration 26Q: 3 clusters Score -184586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -184588.593750 Penalty: 8335.652344
	Iteration 27Q: 3 clusters Score -184588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -184592.265625 Penalty: 8335.652344
	Iteration 28Q: 3 clusters Score -184592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -184594.796875 Penalty: 8335.652344
	Iteration 29Q: 3 clusters Score -184594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -184596.687500 Penalty: 8335.652344
	Iteration 30Q: 3 clusters Score -184596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -184598.968750 Penalty: 8335.652344
	Iteration 31Q: 3 clusters Score -184599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -184601.046875 Penalty: 8335.652344
	Iteration 32Q: 3 clusters Score -184601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -184601.046875 Penalty: 8335.652344
	Iteration 33F: 3 clusters Score -184601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Entering Unmasked Estep 
Score: -2168528.250000 Penalty: 5630.644531
	Iteration 0F: 2 clusters Score -2168528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2158402.500000 Penalty: 11261.289062
	Iteration 0F: 3 clusters Score -2158402 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2160495.750000 Penalty: 11261.289062
	Iteration 1F: 3 clusters Score -2160496 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2160942.000000 Penalty: 11261.289062
	Iteration 2F: 3 clusters Score -2160942 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2161167.000000 Penalty: 11261.289062
	Iteration 3Q: 3 clusters Score -2161167 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2161324.250000 Penalty: 11261.289062
	Iteration 4Q: 3 clusters Score -2161324 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2161456.250000 Penalty: 11261.289062
	Iteration 5Q: 3 clusters Score -2161456 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2161539.250000 Penalty: 11261.289062
	Iteration 6Q: 3 clusters Score -2161539 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2161622.250000 Penalty: 11261.289062
	Iteration 7Q: 3 clusters Score -2161622 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2161694.000000 Penalty: 11261.289062
	Iteration 8Q: 3 clusters Score -2161694 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2161765.250000 Penalty: 11261.289062
	Iteration 9Q: 3 clusters Score -2161765 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2161839.750000 Penalty: 11261.289062
	Iteration 10Q: 3 clusters Score -2161840 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2161911.750000 Penalty: 11261.289062
	Iteration 11Q: 3 clusters Score -2161912 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2161987.250000 Penalty: 11261.289062
	Iteration 12Q: 3 clusters Score -2161987 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2162056.500000 Penalty: 11261.289062
	Iteration 13Q: 3 clusters Score -2162056 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2162138.000000 Penalty: 11261.289062
	Iteration 14Q: 3 clusters Score -2162138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2162236.250000 Penalty: 11261.289062
	Iteration 15Q: 3 clusters Score -2162236 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2162335.750000 Penalty: 11261.289062
	Iteration 16Q: 3 clusters Score -2162336 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2162441.750000 Penalty: 11261.289062
	Iteration 17Q: 3 clusters Score -2162442 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2162554.000000 Penalty: 11261.289062
	Iteration 18Q: 3 clusters Score -2162554 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2162683.000000 Penalty: 11261.289062
	Iteration 19Q: 3 clusters Score -2162683 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2162813.500000 Penalty: 11261.289062
	Iteration 20F: 3 clusters Score -2162814 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2162962.750000 Penalty: 11261.289062
	Iteration 21Q: 3 clusters Score -2162963 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2163101.750000 Penalty: 11261.289062
	Iteration 22Q: 3 clusters Score -2163102 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2163248.000000 Penalty: 11261.289062
	Iteration 23Q: 3 clusters Score -2163248 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2163415.000000 Penalty: 11261.289062
	Iteration 24Q: 3 clusters Score -2163415 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2163573.000000 Penalty: 11261.289062
	Iteration 25Q: 3 clusters Score -2163573 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2163710.500000 Penalty: 11261.289062
	Iteration 26Q: 3 clusters Score -2163710 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2163834.750000 Penalty: 11261.289062
	Iteration 27Q: 3 clusters Score -2163835 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2163939.500000 Penalty: 11261.289062
	Iteration 28Q: 3 clusters Score -2163940 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2164028.750000 Penalty: 11261.289062
	Iteration 29Q: 3 clusters Score -2164029 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2164099.000000 Penalty: 11261.289062
	Iteration 30Q: 3 clusters Score -2164099 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2164164.250000 Penalty: 11261.289062
	Iteration 31Q: 3 clusters Score -2164164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2164225.500000 Penalty: 11261.289062
	Iteration 32Q: 3 clusters Score -2164226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2164272.250000 Penalty: 11261.289062
	Iteration 33Q: 3 clusters Score -2164272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2164299.250000 Penalty: 11261.289062
	Iteration 34Q: 3 clusters Score -2164299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2164327.250000 Penalty: 11261.289062
	Iteration 35Q: 3 clusters Score -2164327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2164348.250000 Penalty: 11261.289062
	Iteration 36Q: 3 clusters Score -2164348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2164365.750000 Penalty: 11261.289062
	Iteration 37Q: 3 clusters Score -2164366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2164382.250000 Penalty: 11261.289062
	Iteration 38Q: 3 clusters Score -2164382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2164394.250000 Penalty: 11261.289062
	Iteration 39Q: 3 clusters Score -2164394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2164411.500000 Penalty: 11261.289062
	Iteration 40F: 3 clusters Score -2164412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2164418.500000 Penalty: 11261.289062
	Iteration 41Q: 3 clusters Score -2164418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2164427.500000 Penalty: 11261.289062
	Iteration 42Q: 3 clusters Score -2164428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2164425.250000 Penalty: 11261.289062
	Iteration 43Q: 3 clusters Score -2164425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2164425.250000 Penalty: 11261.289062
	Iteration 44F: 3 clusters Score -2164425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Entering Unmasked Estep 
Score: -2211038.000000 Penalty: 5667.707520
	Iteration 0F: 2 clusters Score -2211038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2200562.250000 Penalty: 11335.415039
	Iteration 0F: 3 clusters Score -2200562 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2202791.750000 Penalty: 11335.415039
	Iteration 1F: 3 clusters Score -2202792 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2203406.500000 Penalty: 11335.415039
	Iteration 2F: 3 clusters Score -2203406 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2204045.750000 Penalty: 11335.415039
	Iteration 3F: 3 clusters Score -2204046 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2204697.500000 Penalty: 11335.415039
	Iteration 4F: 3 clusters Score -2204698 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2205373.500000 Penalty: 11335.415039
	Iteration 5F: 3 clusters Score -2205374 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2206028.250000 Penalty: 11335.415039
	Iteration 6F: 3 clusters Score -2206028 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2206624.250000 Penalty: 11335.415039
	Iteration 7F: 3 clusters Score -2206624 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2207084.250000 Penalty: 11335.415039
	Iteration 8Q: 3 clusters Score -2207084 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2207396.000000 Penalty: 11335.415039
	Iteration 9Q: 3 clusters Score -2207396 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2207624.250000 Penalty: 11335.415039
	Iteration 10Q: 3 clusters Score -2207624 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2207785.750000 Penalty: 11335.415039
	Iteration 11Q: 3 clusters Score -2207786 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2207918.250000 Penalty: 11335.415039
	Iteration 12Q: 3 clusters Score -2207918 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2208000.750000 Penalty: 11335.415039
	Iteration 13Q: 3 clusters Score -2208001 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2208058.000000 Penalty: 11335.415039
	Iteration 14Q: 3 clusters Score -2208058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2208097.500000 Penalty: 11335.415039
	Iteration 15Q: 3 clusters Score -2208098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2208120.000000 Penalty: 11335.415039
	Iteration 16Q: 3 clusters Score -2208120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2208136.250000 Penalty: 11335.415039
	Iteration 17Q: 3 clusters Score -2208136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2208147.000000 Penalty: 11335.415039
	Iteration 18Q: 3 clusters Score -2208147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2208149.000000 Penalty: 11335.415039
	Iteration 19Q: 3 clusters Score -2208149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2208155.000000 Penalty: 11335.415039
	Iteration 20F: 3 clusters Score -2208155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2208165.000000 Penalty: 11335.415039
	Iteration 21Q: 3 clusters Score -2208165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2208165.000000 Penalty: 11335.415039
	Iteration 22Q: 3 clusters Score -2208165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2208167.250000 Penalty: 11335.415039
	Iteration 23Q: 3 clusters Score -2208167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2208167.500000 Penalty: 11335.415039
	Iteration 24Q: 3 clusters Score -2208168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2208169.500000 Penalty: 11335.415039
	Iteration 25Q: 3 clusters Score -2208170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2208176.750000 Penalty: 11335.415039
	Iteration 26Q: 3 clusters Score -2208177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2208182.750000 Penalty: 11335.415039
	Iteration 27Q: 3 clusters Score -2208183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2208184.500000 Penalty: 11335.415039
	Iteration 28Q: 3 clusters Score -2208184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2208184.500000 Penalty: 11335.415039
	Iteration 29Q: 3 clusters Score -2208184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2208188.250000 Penalty: 11335.415039
	Iteration 30Q: 3 clusters Score -2208188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2208189.250000 Penalty: 11335.415039
	Iteration 31Q: 3 clusters Score -2208189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2208187.750000 Penalty: 11335.415039
	Iteration 32Q: 3 clusters Score -2208188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2208187.000000 Penalty: 11335.415039
	Iteration 33Q: 3 clusters Score -2208187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2208188.250000 Penalty: 11335.415039
	Iteration 34Q: 3 clusters Score -2208188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2208188.000000 Penalty: 11335.415039
	Iteration 35Q: 3 clusters Score -2208188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2208189.500000 Penalty: 11335.415039
	Iteration 36Q: 3 clusters Score -2208190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2208189.000000 Penalty: 11335.415039
	Iteration 37Q: 3 clusters Score -2208189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2208190.500000 Penalty: 11335.415039
	Iteration 38Q: 3 clusters Score -2208190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2208192.000000 Penalty: 11335.415039
	Iteration 39Q: 3 clusters Score -2208192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2208197.250000 Penalty: 11335.415039
	Iteration 40F: 3 clusters Score -2208197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2208196.500000 Penalty: 11335.415039
	Iteration 41Q: 3 clusters Score -2208196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2208196.500000 Penalty: 11335.415039
	Iteration 42Q: 3 clusters Score -2208196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2208194.750000 Penalty: 11335.415039
	Iteration 43Q: 3 clusters Score -2208195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2208197.750000 Penalty: 11335.415039
	Iteration 44Q: 3 clusters Score -2208198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2208199.500000 Penalty: 11335.415039
	Iteration 45Q: 3 clusters Score -2208200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2208205.750000 Penalty: 11335.415039
	Iteration 46Q: 3 clusters Score -2208206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2208212.000000 Penalty: 11335.415039
	Iteration 47Q: 3 clusters Score -2208212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2208219.250000 Penalty: 11335.415039
	Iteration 48Q: 3 clusters Score -2208219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2208229.000000 Penalty: 11335.415039
	Iteration 49Q: 3 clusters Score -2208229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2208240.500000 Penalty: 11335.415039
	Iteration 50Q: 3 clusters Score -2208240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2208244.750000 Penalty: 11335.415039
	Iteration 51Q: 3 clusters Score -2208245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2208259.750000 Penalty: 11335.415039
	Iteration 52Q: 3 clusters Score -2208260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2208265.750000 Penalty: 11335.415039
	Iteration 53Q: 3 clusters Score -2208266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2208280.500000 Penalty: 11335.415039
	Iteration 54Q: 3 clusters Score -2208280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2208285.500000 Penalty: 11335.415039
	Iteration 55Q: 3 clusters Score -2208286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2208292.500000 Penalty: 11335.415039
	Iteration 56Q: 3 clusters Score -2208292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2208295.750000 Penalty: 11335.415039
	Iteration 57Q: 3 clusters Score -2208296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2208302.000000 Penalty: 11335.415039
	Iteration 58Q: 3 clusters Score -2208302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2208310.000000 Penalty: 11335.415039
	Iteration 59Q: 3 clusters Score -2208310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2208310.750000 Penalty: 11335.415039
	Iteration 60F: 3 clusters Score -2208311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2208321.500000 Penalty: 11335.415039
	Iteration 61Q: 3 clusters Score -2208322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2208323.750000 Penalty: 11335.415039
	Iteration 62Q: 3 clusters Score -2208324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2208327.000000 Penalty: 11335.415039
	Iteration 63Q: 3 clusters Score -2208327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2208327.250000 Penalty: 11335.415039
	Iteration 64Q: 3 clusters Score -2208327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2208328.500000 Penalty: 11335.415039
	Iteration 65Q: 3 clusters Score -2208328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2208327.000000 Penalty: 11335.415039
	Iteration 66Q: 3 clusters Score -2208327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2208328.250000 Penalty: 11335.415039
	Iteration 67Q: 3 clusters Score -2208328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2208328.250000 Penalty: 11335.415039
	Iteration 68F: 3 clusters Score -2208328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Entering Unmasked Estep 
Score: -7757735.500000 Penalty: 6390.895508
	Iteration 0F: 2 clusters Score -7757736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -7732464.500000 Penalty: 12781.791016
	Iteration 0F: 3 clusters Score -7732464 nChanged 14364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -7739854.500000 Penalty: 12781.791016
	Iteration 1F: 3 clusters Score -7739854 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -7740577.000000 Penalty: 12781.791016
	Iteration 2F: 3 clusters Score -7740577 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -7741118.500000 Penalty: 12781.791016
	Iteration 3Q: 3 clusters Score -7741118 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -7741479.000000 Penalty: 12781.791016
	Iteration 4Q: 3 clusters Score -7741479 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -7741722.000000 Penalty: 12781.791016
	Iteration 5Q: 3 clusters Score -7741722 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -7741925.000000 Penalty: 12781.791016
	Iteration 6Q: 3 clusters Score -7741925 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -7742078.500000 Penalty: 12781.791016
	Iteration 7Q: 3 clusters Score -7742078 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -7742213.500000 Penalty: 12781.791016
	Iteration 8Q: 3 clusters Score -7742214 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -7742354.500000 Penalty: 12781.791016
	Iteration 9Q: 3 clusters Score -7742354 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -7742478.000000 Penalty: 12781.791016
	Iteration 10Q: 3 clusters Score -7742478 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -7742598.000000 Penalty: 12781.791016
	Iteration 11Q: 3 clusters Score -7742598 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -7742716.000000 Penalty: 12781.791016
	Iteration 12Q: 3 clusters Score -7742716 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -7742813.500000 Penalty: 12781.791016
	Iteration 13Q: 3 clusters Score -7742814 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -7743015.500000 Penalty: 12781.791016
	Iteration 14Q: 3 clusters Score -7743016 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -7743199.500000 Penalty: 12781.791016
	Iteration 15Q: 3 clusters Score -7743200 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -7743410.000000 Penalty: 12781.791016
	Iteration 16Q: 3 clusters Score -7743410 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -7743673.500000 Penalty: 12781.791016
	Iteration 17Q: 3 clusters Score -7743674 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -7744093.500000 Penalty: 12781.791016
	Iteration 18Q: 3 clusters Score -7744094 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -7744703.500000 Penalty: 12781.791016
	Iteration 19Q: 3 clusters Score -7744704 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -7745439.500000 Penalty: 12781.791016
	Iteration 20F: 3 clusters Score -7745440 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -7746410.500000 Penalty: 12781.791016
	Iteration 21Q: 3 clusters Score -7746410 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -7747645.000000 Penalty: 12781.791016
	Iteration 22Q: 3 clusters Score -7747645 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -7748932.500000 Penalty: 12781.791016
	Iteration 23Q: 3 clusters Score -7748932 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -7749960.500000 Penalty: 12781.791016
	Iteration 24Q: 3 clusters Score -7749960 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -7750694.000000 Penalty: 12781.791016
	Iteration 25Q: 3 clusters Score -7750694 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -7751136.500000 Penalty: 12781.791016
	Iteration 26Q: 3 clusters Score -7751136 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -7751440.000000 Penalty: 12781.791016
	Iteration 27Q: 3 clusters Score -7751440 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -7751623.000000 Penalty: 12781.791016
	Iteration 28Q: 3 clusters Score -7751623 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -7751764.000000 Penalty: 12781.791016
	Iteration 29Q: 3 clusters Score -7751764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -7751852.000000 Penalty: 12781.791016
	Iteration 30Q: 3 clusters Score -7751852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -7751895.000000 Penalty: 12781.791016
	Iteration 31Q: 3 clusters Score -7751895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -7751934.000000 Penalty: 12781.791016
	Iteration 32Q: 3 clusters Score -7751934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -7751968.000000 Penalty: 12781.791016
	Iteration 33Q: 3 clusters Score -7751968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -7751966.500000 Penalty: 12781.791016
	Iteration 34Q: 3 clusters Score -7751966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -7751981.000000 Penalty: 12781.791016
	Iteration 35Q: 3 clusters Score -7751981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -7751992.500000 Penalty: 12781.791016
	Iteration 36Q: 3 clusters Score -7751992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -7752008.500000 Penalty: 12781.791016
	Iteration 37Q: 3 clusters Score -7752008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -7752007.500000 Penalty: 12781.791016
	Iteration 38Q: 3 clusters Score -7752008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -7752005.000000 Penalty: 12781.791016
	Iteration 39Q: 3 clusters Score -7752005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -7752014.500000 Penalty: 12781.791016
	Iteration 40F: 3 clusters Score -7752014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -7752012.500000 Penalty: 12781.791016
	Iteration 41Q: 3 clusters Score -7752012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -7752012.500000 Penalty: 12781.791016
	Iteration 42F: 3 clusters Score -7752012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Entering Unmasked Estep 
Score: -1940354.750000 Penalty: 5570.918945
	Iteration 0F: 2 clusters Score -1940355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1930840.125000 Penalty: 11141.837891
	Iteration 0F: 3 clusters Score -1930840 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1932855.000000 Penalty: 11141.837891
	Iteration 1F: 3 clusters Score -1932855 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1933414.750000 Penalty: 11141.837891
	Iteration 2F: 3 clusters Score -1933415 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1933869.750000 Penalty: 11141.837891
	Iteration 3F: 3 clusters Score -1933870 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1934263.875000 Penalty: 11141.837891
	Iteration 4F: 3 clusters Score -1934264 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1934636.250000 Penalty: 11141.837891
	Iteration 5Q: 3 clusters Score -1934636 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1934980.750000 Penalty: 11141.837891
	Iteration 6Q: 3 clusters Score -1934981 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1935284.125000 Penalty: 11141.837891
	Iteration 7Q: 3 clusters Score -1935284 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1935564.750000 Penalty: 11141.837891
	Iteration 8Q: 3 clusters Score -1935565 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1935842.625000 Penalty: 11141.837891
	Iteration 9Q: 3 clusters Score -1935843 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1936077.500000 Penalty: 11141.837891
	Iteration 10Q: 3 clusters Score -1936078 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1936282.875000 Penalty: 11141.837891
	Iteration 11Q: 3 clusters Score -1936283 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1936447.125000 Penalty: 11141.837891
	Iteration 12Q: 3 clusters Score -1936447 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1936539.625000 Penalty: 11141.837891
	Iteration 13Q: 3 clusters Score -1936540 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1936616.750000 Penalty: 11141.837891
	Iteration 14Q: 3 clusters Score -1936617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1936663.875000 Penalty: 11141.837891
	Iteration 15Q: 3 clusters Score -1936664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1936684.875000 Penalty: 11141.837891
	Iteration 16Q: 3 clusters Score -1936685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1936704.375000 Penalty: 11141.837891
	Iteration 17Q: 3 clusters Score -1936704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1936724.625000 Penalty: 11141.837891
	Iteration 18Q: 3 clusters Score -1936725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1936735.500000 Penalty: 11141.837891
	Iteration 19Q: 3 clusters Score -1936736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1936741.375000 Penalty: 11141.837891
	Iteration 20F: 3 clusters Score -1936741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1936764.875000 Penalty: 11141.837891
	Iteration 21Q: 3 clusters Score -1936765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1936771.500000 Penalty: 11141.837891
	Iteration 22Q: 3 clusters Score -1936772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1936778.250000 Penalty: 11141.837891
	Iteration 23Q: 3 clusters Score -1936778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1936782.375000 Penalty: 11141.837891
	Iteration 24Q: 3 clusters Score -1936782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1936783.625000 Penalty: 11141.837891
	Iteration 25Q: 3 clusters Score -1936784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1936787.000000 Penalty: 11141.837891
	Iteration 26Q: 3 clusters Score -1936787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1936793.125000 Penalty: 11141.837891
	Iteration 27Q: 3 clusters Score -1936793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1936795.125000 Penalty: 11141.837891
	Iteration 28Q: 3 clusters Score -1936795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1936792.500000 Penalty: 11141.837891
	Iteration 29Q: 3 clusters Score -1936792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1936793.750000 Penalty: 11141.837891
	Iteration 30Q: 3 clusters Score -1936794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1936795.500000 Penalty: 11141.837891
	Iteration 31Q: 3 clusters Score -1936796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1936798.625000 Penalty: 11141.837891
	Iteration 32Q: 3 clusters Score -1936799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1936798.625000 Penalty: 11141.837891
	Iteration 33F: 3 clusters Score -1936799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Entering Unmasked Estep 
Score: -5147999.500000 Penalty: 6150.210938
	Iteration 0F: 2 clusters Score -5148000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -5129638.500000 Penalty: 12300.421875
	Iteration 0F: 3 clusters Score -5129638 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -5134540.500000 Penalty: 12300.421875
	Iteration 1F: 3 clusters Score -5134540 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -5135143.500000 Penalty: 12300.421875
	Iteration 2F: 3 clusters Score -5135144 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -5135597.000000 Penalty: 12300.421875
	Iteration 3Q: 3 clusters Score -5135597 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -5135911.500000 Penalty: 12300.421875
	Iteration 4Q: 3 clusters Score -5135912 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -5136176.500000 Penalty: 12300.421875
	Iteration 5Q: 3 clusters Score -5136176 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -5136353.500000 Penalty: 12300.421875
	Iteration 6Q: 3 clusters Score -5136354 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -5136520.500000 Penalty: 12300.421875
	Iteration 7Q: 3 clusters Score -5136520 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -5136700.500000 Penalty: 12300.421875
	Iteration 8Q: 3 clusters Score -5136700 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -5136876.500000 Penalty: 12300.421875
	Iteration 9Q: 3 clusters Score -5136876 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -5137066.500000 Penalty: 12300.421875
	Iteration 10Q: 3 clusters Score -5137066 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -5137323.000000 Penalty: 12300.421875
	Iteration 11Q: 3 clusters Score -5137323 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -5137631.500000 Penalty: 12300.421875
	Iteration 12Q: 3 clusters Score -5137632 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -5138008.000000 Penalty: 12300.421875
	Iteration 13Q: 3 clusters Score -5138008 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -5138539.500000 Penalty: 12300.421875
	Iteration 14Q: 3 clusters Score -5138540 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -5139162.000000 Penalty: 12300.421875
	Iteration 15Q: 3 clusters Score -5139162 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -5139835.000000 Penalty: 12300.421875
	Iteration 16Q: 3 clusters Score -5139835 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -5140513.000000 Penalty: 12300.421875
	Iteration 17Q: 3 clusters Score -5140513 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -5141134.000000 Penalty: 12300.421875
	Iteration 18Q: 3 clusters Score -5141134 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -5141597.500000 Penalty: 12300.421875
	Iteration 19Q: 3 clusters Score -5141598 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -5141990.000000 Penalty: 12300.421875
	Iteration 20F: 3 clusters Score -5141990 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -5142248.500000 Penalty: 12300.421875
	Iteration 21Q: 3 clusters Score -5142248 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -5142464.500000 Penalty: 12300.421875
	Iteration 22Q: 3 clusters Score -5142464 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -5142621.500000 Penalty: 12300.421875
	Iteration 23Q: 3 clusters Score -5142622 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -5142777.000000 Penalty: 12300.421875
	Iteration 24Q: 3 clusters Score -5142777 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -5142890.000000 Penalty: 12300.421875
	Iteration 25Q: 3 clusters Score -5142890 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -5142977.500000 Penalty: 12300.421875
	Iteration 26Q: 3 clusters Score -5142978 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -5143009.500000 Penalty: 12300.421875
	Iteration 27Q: 3 clusters Score -5143010 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -5143033.000000 Penalty: 12300.421875
	Iteration 28Q: 3 clusters Score -5143033 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -5143086.500000 Penalty: 12300.421875
	Iteration 29Q: 3 clusters Score -5143086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -5143112.500000 Penalty: 12300.421875
	Iteration 30Q: 3 clusters Score -5143112 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -5143143.500000 Penalty: 12300.421875
	Iteration 31Q: 3 clusters Score -5143144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -5143163.000000 Penalty: 12300.421875
	Iteration 32Q: 3 clusters Score -5143163 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -5143180.500000 Penalty: 12300.421875
	Iteration 33Q: 3 clusters Score -5143180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -5143182.500000 Penalty: 12300.421875
	Iteration 34Q: 3 clusters Score -5143182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -5143211.500000 Penalty: 12300.421875
	Iteration 35Q: 3 clusters Score -5143212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -5143217.000000 Penalty: 12300.421875
	Iteration 36Q: 3 clusters Score -5143217 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -5143255.000000 Penalty: 12300.421875
	Iteration 37Q: 3 clusters Score -5143255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -5143254.000000 Penalty: 12300.421875
	Iteration 38Q: 3 clusters Score -5143254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -5143256.000000 Penalty: 12300.421875
	Iteration 39Q: 3 clusters Score -5143256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5143262.500000 Penalty: 12300.421875
	Iteration 40F: 3 clusters Score -5143262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -5143276.000000 Penalty: 12300.421875
	Iteration 41Q: 3 clusters Score -5143276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -5143283.500000 Penalty: 12300.421875
	Iteration 42Q: 3 clusters Score -5143284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -5143287.500000 Penalty: 12300.421875
	Iteration 43Q: 3 clusters Score -5143288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -5143290.500000 Penalty: 12300.421875
	Iteration 44Q: 3 clusters Score -5143290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -5143298.500000 Penalty: 12300.421875
	Iteration 45Q: 3 clusters Score -5143298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -5143310.000000 Penalty: 12300.421875
	Iteration 46Q: 3 clusters Score -5143310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -5143320.000000 Penalty: 12300.421875
	Iteration 47Q: 3 clusters Score -5143320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5143327.500000 Penalty: 12300.421875
	Iteration 48Q: 3 clusters Score -5143328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -5143341.000000 Penalty: 12300.421875
	Iteration 49Q: 3 clusters Score -5143341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -5143355.000000 Penalty: 12300.421875
	Iteration 50Q: 3 clusters Score -5143355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -5143369.000000 Penalty: 12300.421875
	Iteration 51Q: 3 clusters Score -5143369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -5143374.500000 Penalty: 12300.421875
	Iteration 52Q: 3 clusters Score -5143374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5143378.000000 Penalty: 12300.421875
	Iteration 53Q: 3 clusters Score -5143378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -5143374.000000 Penalty: 12300.421875
	Iteration 54Q: 3 clusters Score -5143374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -5143377.000000 Penalty: 12300.421875
	Iteration 55Q: 3 clusters Score -5143377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -5143374.000000 Penalty: 12300.421875
	Iteration 56Q: 3 clusters Score -5143374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -5143383.000000 Penalty: 12300.421875
	Iteration 57Q: 3 clusters Score -5143383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -5143391.000000 Penalty: 12300.421875
	Iteration 58Q: 3 clusters Score -5143391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5143394.000000 Penalty: 12300.421875
	Iteration 59Q: 3 clusters Score -5143394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5143397.000000 Penalty: 12300.421875
	Iteration 60F: 3 clusters Score -5143397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5143395.500000 Penalty: 12300.421875
	Iteration 61Q: 3 clusters Score -5143396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5143391.500000 Penalty: 12300.421875
	Iteration 62Q: 3 clusters Score -5143392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -5143400.500000 Penalty: 12300.421875
	Iteration 63Q: 3 clusters Score -5143400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5143398.000000 Penalty: 12300.421875
	Iteration 64Q: 3 clusters Score -5143398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5143396.000000 Penalty: 12300.421875
	Iteration 65Q: 3 clusters Score -5143396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -5143397.500000 Penalty: 12300.421875
	Iteration 66Q: 3 clusters Score -5143398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -5143395.500000 Penalty: 12300.421875
	Iteration 67Q: 3 clusters Score -5143396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5143395.500000 Penalty: 12300.421875
	Iteration 68Q: 3 clusters Score -5143396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -5143391.000000 Penalty: 12300.421875
	Iteration 69Q: 3 clusters Score -5143391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5143394.000000 Penalty: 12300.421875
	Iteration 70Q: 3 clusters Score -5143394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5143391.500000 Penalty: 12300.421875
	Iteration 71Q: 3 clusters Score -5143392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5143392.000000 Penalty: 12300.421875
	Iteration 72Q: 3 clusters Score -5143392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5143392.000000 Penalty: 12300.421875
	Iteration 73F: 3 clusters Score -5143392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Entering Unmasked Estep 
Score: -2053525.000000 Penalty: 5594.376465
	Iteration 0F: 2 clusters Score -2053525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2043729.875000 Penalty: 11188.752930
	Iteration 0F: 3 clusters Score -2043730 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2045672.000000 Penalty: 11188.752930
	Iteration 1F: 3 clusters Score -2045672 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2046061.500000 Penalty: 11188.752930
	Iteration 2F: 3 clusters Score -2046062 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2046275.500000 Penalty: 11188.752930
	Iteration 3Q: 3 clusters Score -2046276 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2046416.125000 Penalty: 11188.752930
	Iteration 4Q: 3 clusters Score -2046416 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2046510.750000 Penalty: 11188.752930
	Iteration 5Q: 3 clusters Score -2046511 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2046576.500000 Penalty: 11188.752930
	Iteration 6Q: 3 clusters Score -2046576 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2046629.125000 Penalty: 11188.752930
	Iteration 7Q: 3 clusters Score -2046629 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2046656.750000 Penalty: 11188.752930
	Iteration 8Q: 3 clusters Score -2046657 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2046688.125000 Penalty: 11188.752930
	Iteration 9Q: 3 clusters Score -2046688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2046717.000000 Penalty: 11188.752930
	Iteration 10Q: 3 clusters Score -2046717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2046741.625000 Penalty: 11188.752930
	Iteration 11Q: 3 clusters Score -2046742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2046767.500000 Penalty: 11188.752930
	Iteration 12Q: 3 clusters Score -2046768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2046789.750000 Penalty: 11188.752930
	Iteration 13Q: 3 clusters Score -2046790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2046805.000000 Penalty: 11188.752930
	Iteration 14Q: 3 clusters Score -2046805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2046828.750000 Penalty: 11188.752930
	Iteration 15Q: 3 clusters Score -2046829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2046839.375000 Penalty: 11188.752930
	Iteration 16Q: 3 clusters Score -2046839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2046849.875000 Penalty: 11188.752930
	Iteration 17Q: 3 clusters Score -2046850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2046867.375000 Penalty: 11188.752930
	Iteration 18Q: 3 clusters Score -2046867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2046876.000000 Penalty: 11188.752930
	Iteration 19Q: 3 clusters Score -2046876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2046891.625000 Penalty: 11188.752930
	Iteration 20F: 3 clusters Score -2046892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2046895.250000 Penalty: 11188.752930
	Iteration 21Q: 3 clusters Score -2046895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2046904.750000 Penalty: 11188.752930
	Iteration 22Q: 3 clusters Score -2046905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2046907.875000 Penalty: 11188.752930
	Iteration 23Q: 3 clusters Score -2046908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2046914.000000 Penalty: 11188.752930
	Iteration 24Q: 3 clusters Score -2046914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2046917.125000 Penalty: 11188.752930
	Iteration 25Q: 3 clusters Score -2046917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2046919.000000 Penalty: 11188.752930
	Iteration 26Q: 3 clusters Score -2046919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2046920.875000 Penalty: 11188.752930
	Iteration 27Q: 3 clusters Score -2046921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2046922.625000 Penalty: 11188.752930
	Iteration 28Q: 3 clusters Score -2046923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2046928.500000 Penalty: 11188.752930
	Iteration 29Q: 3 clusters Score -2046928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2046930.500000 Penalty: 11188.752930
	Iteration 30Q: 3 clusters Score -2046930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2046942.750000 Penalty: 11188.752930
	Iteration 31Q: 3 clusters Score -2046943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2046945.875000 Penalty: 11188.752930
	Iteration 32Q: 3 clusters Score -2046946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2046951.000000 Penalty: 11188.752930
	Iteration 33Q: 3 clusters Score -2046951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2046959.125000 Penalty: 11188.752930
	Iteration 34Q: 3 clusters Score -2046959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2046962.875000 Penalty: 11188.752930
	Iteration 35Q: 3 clusters Score -2046963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2046964.375000 Penalty: 11188.752930
	Iteration 36Q: 3 clusters Score -2046964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2046964.625000 Penalty: 11188.752930
	Iteration 37Q: 3 clusters Score -2046965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2046970.500000 Penalty: 11188.752930
	Iteration 38Q: 3 clusters Score -2046970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2046980.250000 Penalty: 11188.752930
	Iteration 39Q: 3 clusters Score -2046980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2046984.250000 Penalty: 11188.752930
	Iteration 40F: 3 clusters Score -2046984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2046987.625000 Penalty: 11188.752930
	Iteration 41Q: 3 clusters Score -2046988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2046993.500000 Penalty: 11188.752930
	Iteration 42Q: 3 clusters Score -2046994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2046995.000000 Penalty: 11188.752930
	Iteration 43Q: 3 clusters Score -2046995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2047002.875000 Penalty: 11188.752930
	Iteration 44Q: 3 clusters Score -2047003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2047004.750000 Penalty: 11188.752930
	Iteration 45Q: 3 clusters Score -2047005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2047005.750000 Penalty: 11188.752930
	Iteration 46Q: 3 clusters Score -2047006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2047015.000000 Penalty: 11188.752930
	Iteration 47Q: 3 clusters Score -2047015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2047029.125000 Penalty: 11188.752930
	Iteration 48Q: 3 clusters Score -2047029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2047046.625000 Penalty: 11188.752930
	Iteration 49Q: 3 clusters Score -2047047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2047055.625000 Penalty: 11188.752930
	Iteration 50Q: 3 clusters Score -2047056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2047059.875000 Penalty: 11188.752930
	Iteration 51Q: 3 clusters Score -2047060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2047063.875000 Penalty: 11188.752930
	Iteration 52Q: 3 clusters Score -2047064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2047070.625000 Penalty: 11188.752930
	Iteration 53Q: 3 clusters Score -2047071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2047075.000000 Penalty: 11188.752930
	Iteration 54Q: 3 clusters Score -2047075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2047078.250000 Penalty: 11188.752930
	Iteration 55Q: 3 clusters Score -2047078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2047078.500000 Penalty: 11188.752930
	Iteration 56Q: 3 clusters Score -2047078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2047087.000000 Penalty: 11188.752930
	Iteration 57Q: 3 clusters Score -2047087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2047089.500000 Penalty: 11188.752930
	Iteration 58Q: 3 clusters Score -2047090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2047088.875000 Penalty: 11188.752930
	Iteration 59Q: 3 clusters Score -2047089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2047093.125000 Penalty: 11188.752930
	Iteration 60F: 3 clusters Score -2047093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2047093.875000 Penalty: 11188.752930
	Iteration 61Q: 3 clusters Score -2047094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2047096.625000 Penalty: 11188.752930
	Iteration 62Q: 3 clusters Score -2047097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2047101.500000 Penalty: 11188.752930
	Iteration 63Q: 3 clusters Score -2047102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2047105.750000 Penalty: 11188.752930
	Iteration 64Q: 3 clusters Score -2047106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2047107.500000 Penalty: 11188.752930
	Iteration 65Q: 3 clusters Score -2047108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2047109.875000 Penalty: 11188.752930
	Iteration 66Q: 3 clusters Score -2047110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2047109.000000 Penalty: 11188.752930
	Iteration 67Q: 3 clusters Score -2047109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2047109.000000 Penalty: 11188.752930
	Iteration 68F: 3 clusters Score -2047109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (124299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124299 members 
Entering Unmasked Estep 
Score: -28625016.000000 Penalty: 7184.897461
	Iteration 0F: 2 clusters Score -2.862502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -28543478.000000 Penalty: 14369.794922
	Iteration 0F: 3 clusters Score -2.854348e+07 nChanged 57487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -28575516.000000 Penalty: 14369.794922
	Iteration 1F: 3 clusters Score -2.857552e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -28577186.000000 Penalty: 14369.794922
	Iteration 2Q: 3 clusters Score -2.857719e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -28579144.000000 Penalty: 14369.794922
	Iteration 3Q: 3 clusters Score -2.857914e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -28581830.000000 Penalty: 14369.794922
	Iteration 4Q: 3 clusters Score -2.858183e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -28585092.000000 Penalty: 14369.794922
	Iteration 5F: 3 clusters Score -2.858509e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -28588548.000000 Penalty: 14369.794922
	Iteration 6F: 3 clusters Score -2.858855e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -28592234.000000 Penalty: 14369.794922
	Iteration 7F: 3 clusters Score -2.859223e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -28595778.000000 Penalty: 14369.794922
	Iteration 8F: 3 clusters Score -2.859578e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -28599272.000000 Penalty: 14369.794922
	Iteration 9F: 3 clusters Score -2.859927e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -28602822.000000 Penalty: 14369.794922
	Iteration 10Q: 3 clusters Score -2.860282e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -28605570.000000 Penalty: 14369.794922
	Iteration 11Q: 3 clusters Score -2.860557e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -28608160.000000 Penalty: 14369.794922
	Iteration 12Q: 3 clusters Score -2.860816e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -28610054.000000 Penalty: 14369.794922
	Iteration 13Q: 3 clusters Score -2.861005e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 91626 members 
Entering Unmasked Estep 
Score: -28611362.000000 Penalty: 14369.794922
	Iteration 14Q: 3 clusters Score -2.861136e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 94120 members 
Entering Unmasked Estep 
Score: -28612538.000000 Penalty: 14369.794922
	Iteration 15Q: 3 clusters Score -2.861254e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -28613632.000000 Penalty: 14369.794922
	Iteration 16Q: 3 clusters Score -2.861363e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -28614508.000000 Penalty: 14369.794922
	Iteration 17Q: 3 clusters Score -2.861451e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 101122 members 
Entering Unmasked Estep 
Score: -28615462.000000 Penalty: 14369.794922
	Iteration 18Q: 3 clusters Score -2.861546e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -28616424.000000 Penalty: 14369.794922
	Iteration 19Q: 3 clusters Score -2.861642e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 105447 members 
Entering Unmasked Estep 
Score: -28617614.000000 Penalty: 14369.794922
	Iteration 20F: 3 clusters Score -2.861761e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -28618706.000000 Penalty: 14369.794922
	Iteration 21Q: 3 clusters Score -2.861871e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 109236 members 
Entering Unmasked Estep 
Score: -28619714.000000 Penalty: 14369.794922
	Iteration 22Q: 3 clusters Score -2.861971e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 110762 members 
Entering Unmasked Estep 
Score: -28620512.000000 Penalty: 14369.794922
	Iteration 23Q: 3 clusters Score -2.862051e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 112005 members 
Entering Unmasked Estep 
Score: -28621070.000000 Penalty: 14369.794922
	Iteration 24Q: 3 clusters Score -2.862107e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 113049 members 
Entering Unmasked Estep 
Score: -28621484.000000 Penalty: 14369.794922
	Iteration 25Q: 3 clusters Score -2.862148e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 113942 members 
Entering Unmasked Estep 
Score: -28621800.000000 Penalty: 14369.794922
	Iteration 26Q: 3 clusters Score -2.86218e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 114577 members 
Entering Unmasked Estep 
Score: -28622166.000000 Penalty: 14369.794922
	Iteration 27Q: 3 clusters Score -2.862217e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 115086 members 
Entering Unmasked Estep 
Score: -28622380.000000 Penalty: 14369.794922
	Iteration 28Q: 3 clusters Score -2.862238e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 115518 members 
Entering Unmasked Estep 
Score: -28622482.000000 Penalty: 14369.794922
	Iteration 29Q: 3 clusters Score -2.862248e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 115880 members 
Entering Unmasked Estep 
Score: -28622676.000000 Penalty: 14369.794922
	Iteration 30Q: 3 clusters Score -2.862268e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 116221 members 
Entering Unmasked Estep 
Score: -28622830.000000 Penalty: 14369.794922
	Iteration 31Q: 3 clusters Score -2.862283e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 116569 members 
Entering Unmasked Estep 
Score: -28623098.000000 Penalty: 14369.794922
	Iteration 32Q: 3 clusters Score -2.86231e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 116855 members 
Entering Unmasked Estep 
Score: -28623266.000000 Penalty: 14369.794922
	Iteration 33Q: 3 clusters Score -2.862327e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -28623482.000000 Penalty: 14369.794922
	Iteration 34Q: 3 clusters Score -2.862348e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 117210 members 
Entering Unmasked Estep 
Score: -28623530.000000 Penalty: 14369.794922
	Iteration 35Q: 3 clusters Score -2.862353e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 117332 members 
Entering Unmasked Estep 
Score: -28623612.000000 Penalty: 14369.794922
	Iteration 36Q: 3 clusters Score -2.862361e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 117408 members 
Entering Unmasked Estep 
Score: -28623672.000000 Penalty: 14369.794922
	Iteration 37Q: 3 clusters Score -2.862367e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -28623694.000000 Penalty: 14369.794922
	Iteration 38Q: 3 clusters Score -2.862369e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -28623674.000000 Penalty: 14369.794922
	Iteration 39Q: 3 clusters Score -2.862367e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -28623646.000000 Penalty: 14369.794922
	Iteration 40F: 3 clusters Score -2.862365e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 117553 members 
Entering Unmasked Estep 
Score: -28623682.000000 Penalty: 14369.794922
	Iteration 41Q: 3 clusters Score -2.862368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 117563 members 
Entering Unmasked Estep 
Score: -28623678.000000 Penalty: 14369.794922
	Iteration 42Q: 3 clusters Score -2.862368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -28623674.000000 Penalty: 14369.794922
	Iteration 43Q: 3 clusters Score -2.862367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 117572 members 
Entering Unmasked Estep 
Score: -28623684.000000 Penalty: 14369.794922
	Iteration 44Q: 3 clusters Score -2.862368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 117577 members 
Entering Unmasked Estep 
Score: -28623684.000000 Penalty: 14369.794922
	Iteration 45Q: 3 clusters Score -2.862368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 117581 members 
Entering Unmasked Estep 
Score: -28623692.000000 Penalty: 14369.794922
	Iteration 46Q: 3 clusters Score -2.862369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 117581 members 
Entering Unmasked Estep 
Score: -28623696.000000 Penalty: 14369.794922
	Iteration 47Q: 3 clusters Score -2.86237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -28623694.000000 Penalty: 14369.794922
	Iteration 48Q: 3 clusters Score -2.862369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 117586 members 
Entering Unmasked Estep 
Score: -28623712.000000 Penalty: 14369.794922
	Iteration 49Q: 3 clusters Score -2.862371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 117590 members 
Entering Unmasked Estep 
Score: -28623698.000000 Penalty: 14369.794922
	Iteration 50Q: 3 clusters Score -2.86237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -28623694.000000 Penalty: 14369.794922
	Iteration 51Q: 3 clusters Score -2.862369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -28623696.000000 Penalty: 14369.794922
	Iteration 52Q: 3 clusters Score -2.86237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 117595 members 
Entering Unmasked Estep 
Score: -28623694.000000 Penalty: 14369.794922
	Iteration 53Q: 3 clusters Score -2.862369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 117595 members 
Entering Unmasked Estep 
Score: -28623694.000000 Penalty: 14369.794922
	Iteration 54F: 3 clusters Score -2.862369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Entering Unmasked Estep 
Score: -2505303.500000 Penalty: 5699.487793
	Iteration 0F: 2 clusters Score -2505304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2494457.250000 Penalty: 11398.975586
	Iteration 0F: 3 clusters Score -2494457 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2496836.750000 Penalty: 11398.975586
	Iteration 1F: 3 clusters Score -2496837 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2497381.250000 Penalty: 11398.975586
	Iteration 2F: 3 clusters Score -2497381 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2497734.000000 Penalty: 11398.975586
	Iteration 3F: 3 clusters Score -2497734 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2497954.250000 Penalty: 11398.975586
	Iteration 4Q: 3 clusters Score -2497954 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2498111.000000 Penalty: 11398.975586
	Iteration 5Q: 3 clusters Score -2498111 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2498275.000000 Penalty: 11398.975586
	Iteration 6Q: 3 clusters Score -2498275 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2498415.000000 Penalty: 11398.975586
	Iteration 7Q: 3 clusters Score -2498415 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2498567.000000 Penalty: 11398.975586
	Iteration 8Q: 3 clusters Score -2498567 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2498716.000000 Penalty: 11398.975586
	Iteration 9Q: 3 clusters Score -2498716 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2498847.000000 Penalty: 11398.975586
	Iteration 10Q: 3 clusters Score -2498847 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2498983.750000 Penalty: 11398.975586
	Iteration 11Q: 3 clusters Score -2498984 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2499109.250000 Penalty: 11398.975586
	Iteration 12Q: 3 clusters Score -2499109 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2499217.750000 Penalty: 11398.975586
	Iteration 13Q: 3 clusters Score -2499218 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2499322.750000 Penalty: 11398.975586
	Iteration 14Q: 3 clusters Score -2499323 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2499423.750000 Penalty: 11398.975586
	Iteration 15Q: 3 clusters Score -2499424 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2499485.750000 Penalty: 11398.975586
	Iteration 16Q: 3 clusters Score -2499486 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2499561.250000 Penalty: 11398.975586
	Iteration 17Q: 3 clusters Score -2499561 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2499621.250000 Penalty: 11398.975586
	Iteration 18Q: 3 clusters Score -2499621 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2499696.750000 Penalty: 11398.975586
	Iteration 19Q: 3 clusters Score -2499697 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2499760.250000 Penalty: 11398.975586
	Iteration 20F: 3 clusters Score -2499760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2499813.500000 Penalty: 11398.975586
	Iteration 21Q: 3 clusters Score -2499814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2499846.250000 Penalty: 11398.975586
	Iteration 22Q: 3 clusters Score -2499846 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2499867.750000 Penalty: 11398.975586
	Iteration 23Q: 3 clusters Score -2499868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2499890.500000 Penalty: 11398.975586
	Iteration 24Q: 3 clusters Score -2499890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2499906.000000 Penalty: 11398.975586
	Iteration 25Q: 3 clusters Score -2499906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2499923.000000 Penalty: 11398.975586
	Iteration 26Q: 3 clusters Score -2499923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2499942.000000 Penalty: 11398.975586
	Iteration 27Q: 3 clusters Score -2499942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2499953.750000 Penalty: 11398.975586
	Iteration 28Q: 3 clusters Score -2499954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2499971.750000 Penalty: 11398.975586
	Iteration 29Q: 3 clusters Score -2499972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2499973.000000 Penalty: 11398.975586
	Iteration 30Q: 3 clusters Score -2499973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2499982.000000 Penalty: 11398.975586
	Iteration 31Q: 3 clusters Score -2499982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2500008.500000 Penalty: 11398.975586
	Iteration 32Q: 3 clusters Score -2500008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2500013.750000 Penalty: 11398.975586
	Iteration 33Q: 3 clusters Score -2500014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2500032.500000 Penalty: 11398.975586
	Iteration 34Q: 3 clusters Score -2500032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2500047.000000 Penalty: 11398.975586
	Iteration 35Q: 3 clusters Score -2500047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2500052.750000 Penalty: 11398.975586
	Iteration 36Q: 3 clusters Score -2500053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2500056.500000 Penalty: 11398.975586
	Iteration 37Q: 3 clusters Score -2500056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2500058.500000 Penalty: 11398.975586
	Iteration 38Q: 3 clusters Score -2500058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2500067.000000 Penalty: 11398.975586
	Iteration 39Q: 3 clusters Score -2500067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2500066.750000 Penalty: 11398.975586
	Iteration 40F: 3 clusters Score -2500067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2500071.250000 Penalty: 11398.975586
	Iteration 41Q: 3 clusters Score -2500071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2500075.000000 Penalty: 11398.975586
	Iteration 42Q: 3 clusters Score -2500075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2500077.500000 Penalty: 11398.975586
	Iteration 43Q: 3 clusters Score -2500078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2500079.000000 Penalty: 11398.975586
	Iteration 44Q: 3 clusters Score -2500079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2500083.250000 Penalty: 11398.975586
	Iteration 45Q: 3 clusters Score -2500083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2500084.500000 Penalty: 11398.975586
	Iteration 46Q: 3 clusters Score -2500084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2500082.750000 Penalty: 11398.975586
	Iteration 47Q: 3 clusters Score -2500083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2500081.250000 Penalty: 11398.975586
	Iteration 48Q: 3 clusters Score -2500081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2500081.500000 Penalty: 11398.975586
	Iteration 49Q: 3 clusters Score -2500082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2500087.250000 Penalty: 11398.975586
	Iteration 50Q: 3 clusters Score -2500087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2500086.000000 Penalty: 11398.975586
	Iteration 51Q: 3 clusters Score -2500086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2500085.500000 Penalty: 11398.975586
	Iteration 52Q: 3 clusters Score -2500086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2500092.750000 Penalty: 11398.975586
	Iteration 53Q: 3 clusters Score -2500093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2500088.000000 Penalty: 11398.975586
	Iteration 54Q: 3 clusters Score -2500088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2500086.500000 Penalty: 11398.975586
	Iteration 55Q: 3 clusters Score -2500086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2500084.750000 Penalty: 11398.975586
	Iteration 56Q: 3 clusters Score -2500085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2500081.000000 Penalty: 11398.975586
	Iteration 57Q: 3 clusters Score -2500081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2500088.250000 Penalty: 11398.975586
	Iteration 58Q: 3 clusters Score -2500088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2500087.500000 Penalty: 11398.975586
	Iteration 59Q: 3 clusters Score -2500088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2500090.250000 Penalty: 11398.975586
	Iteration 60F: 3 clusters Score -2500090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2500095.250000 Penalty: 11398.975586
	Iteration 61Q: 3 clusters Score -2500095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2500093.750000 Penalty: 11398.975586
	Iteration 62Q: 3 clusters Score -2500094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2500095.750000 Penalty: 11398.975586
	Iteration 63Q: 3 clusters Score -2500096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2500094.750000 Penalty: 11398.975586
	Iteration 64Q: 3 clusters Score -2500095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2500094.500000 Penalty: 11398.975586
	Iteration 65Q: 3 clusters Score -2500094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2500095.000000 Penalty: 11398.975586
	Iteration 66Q: 3 clusters Score -2500095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2500096.250000 Penalty: 11398.975586
	Iteration 67Q: 3 clusters Score -2500096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2500093.250000 Penalty: 11398.975586
	Iteration 68Q: 3 clusters Score -2500093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2500094.750000 Penalty: 11398.975586
	Iteration 69Q: 3 clusters Score -2500095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2500091.000000 Penalty: 11398.975586
	Iteration 70Q: 3 clusters Score -2500091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2500093.500000 Penalty: 11398.975586
	Iteration 71Q: 3 clusters Score -2500094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2500094.750000 Penalty: 11398.975586
	Iteration 72Q: 3 clusters Score -2500095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2500095.750000 Penalty: 11398.975586
	Iteration 73Q: 3 clusters Score -2500096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2500094.250000 Penalty: 11398.975586
	Iteration 74Q: 3 clusters Score -2500094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2500095.250000 Penalty: 11398.975586
	Iteration 75Q: 3 clusters Score -2500095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2500097.000000 Penalty: 11398.975586
	Iteration 76Q: 3 clusters Score -2500097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2500098.500000 Penalty: 11398.975586
	Iteration 77Q: 3 clusters Score -2500098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2500096.750000 Penalty: 11398.975586
	Iteration 78Q: 3 clusters Score -2500097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2500099.250000 Penalty: 11398.975586
	Iteration 79Q: 3 clusters Score -2500099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2500099.250000 Penalty: 11398.975586
	Iteration 80F: 3 clusters Score -2500099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Entering Unmasked Estep 
Score: -28520258.000000 Penalty: 7186.113770
	Iteration 0F: 2 clusters Score -2.852026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -28438602.000000 Penalty: 14372.227539
	Iteration 0F: 3 clusters Score -2.84386e+07 nChanged 57745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -28470482.000000 Penalty: 14372.227539
	Iteration 1F: 3 clusters Score -2.847048e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -28471692.000000 Penalty: 14372.227539
	Iteration 2Q: 3 clusters Score -2.847169e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -28472910.000000 Penalty: 14372.227539
	Iteration 3Q: 3 clusters Score -2.847291e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -28474008.000000 Penalty: 14372.227539
	Iteration 4Q: 3 clusters Score -2.847401e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -28475106.000000 Penalty: 14372.227539
	Iteration 5Q: 3 clusters Score -2.847511e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -28476446.000000 Penalty: 14372.227539
	Iteration 6Q: 3 clusters Score -2.847645e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -28478366.000000 Penalty: 14372.227539
	Iteration 7Q: 3 clusters Score -2.847837e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 59593 members 
Entering Unmasked Estep 
Score: -28480558.000000 Penalty: 14372.227539
	Iteration 8Q: 3 clusters Score -2.848056e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -28483462.000000 Penalty: 14372.227539
	Iteration 9Q: 3 clusters Score -2.848346e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -28486942.000000 Penalty: 14372.227539
	Iteration 10Q: 3 clusters Score -2.848694e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -28491276.000000 Penalty: 14372.227539
	Iteration 11F: 3 clusters Score -2.849128e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -28495252.000000 Penalty: 14372.227539
	Iteration 12F: 3 clusters Score -2.849525e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -28498440.000000 Penalty: 14372.227539
	Iteration 13Q: 3 clusters Score -2.849844e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -28500222.000000 Penalty: 14372.227539
	Iteration 14Q: 3 clusters Score -2.850022e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -28501046.000000 Penalty: 14372.227539
	Iteration 15Q: 3 clusters Score -2.850105e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71763 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -28501434.000000 Penalty: 14372.227539
	Iteration 16Q: 3 clusters Score -2.850143e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -28501832.000000 Penalty: 14372.227539
	Iteration 17Q: 3 clusters Score -2.850183e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -28502178.000000 Penalty: 14372.227539
	Iteration 18Q: 3 clusters Score -2.850218e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -28502442.000000 Penalty: 14372.227539
	Iteration 19Q: 3 clusters Score -2.850244e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -28502660.000000 Penalty: 14372.227539
	Iteration 20F: 3 clusters Score -2.850266e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -28502896.000000 Penalty: 14372.227539
	Iteration 21Q: 3 clusters Score -2.85029e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -28503274.000000 Penalty: 14372.227539
	Iteration 22Q: 3 clusters Score -2.850327e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -28503550.000000 Penalty: 14372.227539
	Iteration 23Q: 3 clusters Score -2.850355e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -28503752.000000 Penalty: 14372.227539
	Iteration 24Q: 3 clusters Score -2.850375e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -28503960.000000 Penalty: 14372.227539
	Iteration 25Q: 3 clusters Score -2.850396e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -28504090.000000 Penalty: 14372.227539
	Iteration 26Q: 3 clusters Score -2.850409e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -28504220.000000 Penalty: 14372.227539
	Iteration 27Q: 3 clusters Score -2.850422e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -28504416.000000 Penalty: 14372.227539
	Iteration 28Q: 3 clusters Score -2.850442e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -28504714.000000 Penalty: 14372.227539
	Iteration 29Q: 3 clusters Score -2.850471e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -28504702.000000 Penalty: 14372.227539
	Iteration 30Q: 3 clusters Score -2.85047e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82945 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -28504852.000000 Penalty: 14372.227539
	Iteration 31Q: 3 clusters Score -2.850485e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -28504988.000000 Penalty: 14372.227539
	Iteration 32Q: 3 clusters Score -2.850499e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84680 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -28505120.000000 Penalty: 14372.227539
	Iteration 33Q: 3 clusters Score -2.850512e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -28505232.000000 Penalty: 14372.227539
	Iteration 34Q: 3 clusters Score -2.850523e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -28505418.000000 Penalty: 14372.227539
	Iteration 35Q: 3 clusters Score -2.850542e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -28505664.000000 Penalty: 14372.227539
	Iteration 36Q: 3 clusters Score -2.850566e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -28505826.000000 Penalty: 14372.227539
	Iteration 37Q: 3 clusters Score -2.850583e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89176 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -28506052.000000 Penalty: 14372.227539
	Iteration 38Q: 3 clusters Score -2.850605e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -28506202.000000 Penalty: 14372.227539
	Iteration 39Q: 3 clusters Score -2.85062e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -28506362.000000 Penalty: 14372.227539
	Iteration 40F: 3 clusters Score -2.850636e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -28506540.000000 Penalty: 14372.227539
	Iteration 41Q: 3 clusters Score -2.850654e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -28506730.000000 Penalty: 14372.227539
	Iteration 42Q: 3 clusters Score -2.850673e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -28506856.000000 Penalty: 14372.227539
	Iteration 43Q: 3 clusters Score -2.850686e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -28506998.000000 Penalty: 14372.227539
	Iteration 44Q: 3 clusters Score -2.8507e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95621 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -28507168.000000 Penalty: 14372.227539
	Iteration 45Q: 3 clusters Score -2.850717e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96456 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -28507302.000000 Penalty: 14372.227539
	Iteration 46Q: 3 clusters Score -2.85073e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -28507516.000000 Penalty: 14372.227539
	Iteration 47Q: 3 clusters Score -2.850752e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -28507694.000000 Penalty: 14372.227539
	Iteration 48Q: 3 clusters Score -2.850769e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99002 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -28507862.000000 Penalty: 14372.227539
	Iteration 49Q: 3 clusters Score -2.850786e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99863 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -28508092.000000 Penalty: 14372.227539
	Iteration 50Q: 3 clusters Score -2.850809e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -28508326.000000 Penalty: 14372.227539
	Iteration 51Q: 3 clusters Score -2.850833e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101435 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -28508502.000000 Penalty: 14372.227539
	Iteration 52Q: 3 clusters Score -2.85085e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -28508626.000000 Penalty: 14372.227539
	Iteration 53Q: 3 clusters Score -2.850863e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -28508706.000000 Penalty: 14372.227539
	Iteration 54Q: 3 clusters Score -2.850871e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -28508818.000000 Penalty: 14372.227539
	Iteration 55Q: 3 clusters Score -2.850882e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -28508992.000000 Penalty: 14372.227539
	Iteration 56Q: 3 clusters Score -2.850899e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -28509232.000000 Penalty: 14372.227539
	Iteration 57Q: 3 clusters Score -2.850923e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -28509492.000000 Penalty: 14372.227539
	Iteration 58Q: 3 clusters Score -2.850949e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107382 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -28509726.000000 Penalty: 14372.227539
	Iteration 59Q: 3 clusters Score -2.850973e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108305 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -28510068.000000 Penalty: 14372.227539
	Iteration 60F: 3 clusters Score -2.851007e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -28510274.000000 Penalty: 14372.227539
	Iteration 61Q: 3 clusters Score -2.851027e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -28510630.000000 Penalty: 14372.227539
	Iteration 62Q: 3 clusters Score -2.851063e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110903 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -28510904.000000 Penalty: 14372.227539
	Iteration 63Q: 3 clusters Score -2.85109e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111730 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -28511174.000000 Penalty: 14372.227539
	Iteration 64Q: 3 clusters Score -2.851117e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112599 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -28511396.000000 Penalty: 14372.227539
	Iteration 65Q: 3 clusters Score -2.85114e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113510 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -28511674.000000 Penalty: 14372.227539
	Iteration 66Q: 3 clusters Score -2.851167e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114485 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -28512072.000000 Penalty: 14372.227539
	Iteration 67Q: 3 clusters Score -2.851207e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115435 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -28512418.000000 Penalty: 14372.227539
	Iteration 68Q: 3 clusters Score -2.851242e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116323 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -28512534.000000 Penalty: 14372.227539
	Iteration 69Q: 3 clusters Score -2.851253e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117216 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -28512842.000000 Penalty: 14372.227539
	Iteration 70Q: 3 clusters Score -2.851284e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118040 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -28513038.000000 Penalty: 14372.227539
	Iteration 71Q: 3 clusters Score -2.851304e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118755 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -28513258.000000 Penalty: 14372.227539
	Iteration 72Q: 3 clusters Score -2.851326e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119386 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -28513474.000000 Penalty: 14372.227539
	Iteration 73Q: 3 clusters Score -2.851347e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119924 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -28513740.000000 Penalty: 14372.227539
	Iteration 74Q: 3 clusters Score -2.851374e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120360 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -28513914.000000 Penalty: 14372.227539
	Iteration 75Q: 3 clusters Score -2.851391e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120720 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -28513976.000000 Penalty: 14372.227539
	Iteration 76Q: 3 clusters Score -2.851398e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -28514086.000000 Penalty: 14372.227539
	Iteration 77Q: 3 clusters Score -2.851409e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -28514174.000000 Penalty: 14372.227539
	Iteration 78Q: 3 clusters Score -2.851417e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121511 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -28514216.000000 Penalty: 14372.227539
	Iteration 79Q: 3 clusters Score -2.851422e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121688 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -28514302.000000 Penalty: 14372.227539
	Iteration 80F: 3 clusters Score -2.85143e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121821 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -28514316.000000 Penalty: 14372.227539
	Iteration 81Q: 3 clusters Score -2.851432e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121953 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -28514396.000000 Penalty: 14372.227539
	Iteration 82Q: 3 clusters Score -2.85144e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122058 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -28514380.000000 Penalty: 14372.227539
	Iteration 83Q: 3 clusters Score -2.851438e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122165 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -28514418.000000 Penalty: 14372.227539
	Iteration 84Q: 3 clusters Score -2.851442e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122252 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -28514438.000000 Penalty: 14372.227539
	Iteration 85Q: 3 clusters Score -2.851444e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122323 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -28514454.000000 Penalty: 14372.227539
	Iteration 86Q: 3 clusters Score -2.851445e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122375 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -28514496.000000 Penalty: 14372.227539
	Iteration 87Q: 3 clusters Score -2.85145e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122427 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -28514514.000000 Penalty: 14372.227539
	Iteration 88Q: 3 clusters Score -2.851451e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122479 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -28514508.000000 Penalty: 14372.227539
	Iteration 89Q: 3 clusters Score -2.851451e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122522 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -28514554.000000 Penalty: 14372.227539
	Iteration 90Q: 3 clusters Score -2.851455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122559 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -28514550.000000 Penalty: 14372.227539
	Iteration 91Q: 3 clusters Score -2.851455e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122586 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -28514562.000000 Penalty: 14372.227539
	Iteration 92Q: 3 clusters Score -2.851456e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122611 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -28514604.000000 Penalty: 14372.227539
	Iteration 93Q: 3 clusters Score -2.85146e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122639 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -28514640.000000 Penalty: 14372.227539
	Iteration 94Q: 3 clusters Score -2.851464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122660 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -28514656.000000 Penalty: 14372.227539
	Iteration 95Q: 3 clusters Score -2.851466e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122689 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -28514692.000000 Penalty: 14372.227539
	Iteration 96Q: 3 clusters Score -2.851469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122711 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -28514696.000000 Penalty: 14372.227539
	Iteration 97Q: 3 clusters Score -2.85147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122728 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -28514696.000000 Penalty: 14372.227539
	Iteration 98Q: 3 clusters Score -2.85147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122746 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -28514668.000000 Penalty: 14372.227539
	Iteration 99Q: 3 clusters Score -2.851467e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122763 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -28514690.000000 Penalty: 14372.227539
	Iteration 100F: 3 clusters Score -2.851469e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -28514706.000000 Penalty: 14372.227539
	Iteration 101Q: 3 clusters Score -2.851471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122795 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -28514728.000000 Penalty: 14372.227539
	Iteration 102Q: 3 clusters Score -2.851473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122806 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -28514716.000000 Penalty: 14372.227539
	Iteration 103Q: 3 clusters Score -2.851472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122814 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -28514686.000000 Penalty: 14372.227539
	Iteration 104Q: 3 clusters Score -2.851469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122822 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -28514714.000000 Penalty: 14372.227539
	Iteration 105Q: 3 clusters Score -2.851471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122827 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -28514678.000000 Penalty: 14372.227539
	Iteration 106Q: 3 clusters Score -2.851468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122834 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -28514696.000000 Penalty: 14372.227539
	Iteration 107Q: 3 clusters Score -2.85147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122833 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -28514680.000000 Penalty: 14372.227539
	Iteration 108Q: 3 clusters Score -2.851468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122836 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -28514680.000000 Penalty: 14372.227539
	Iteration 109Q: 3 clusters Score -2.851468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122846 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -28514690.000000 Penalty: 14372.227539
	Iteration 110Q: 3 clusters Score -2.851469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122860 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -28514692.000000 Penalty: 14372.227539
	Iteration 111Q: 3 clusters Score -2.851469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122866 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -28514684.000000 Penalty: 14372.227539
	Iteration 112Q: 3 clusters Score -2.851468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122877 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -28514678.000000 Penalty: 14372.227539
	Iteration 113Q: 3 clusters Score -2.851468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -28514704.000000 Penalty: 14372.227539
	Iteration 114Q: 3 clusters Score -2.85147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122893 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -28514722.000000 Penalty: 14372.227539
	Iteration 115Q: 3 clusters Score -2.851472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -28514714.000000 Penalty: 14372.227539
	Iteration 116Q: 3 clusters Score -2.851471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122907 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -28514734.000000 Penalty: 14372.227539
	Iteration 117Q: 3 clusters Score -2.851473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122912 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -28514726.000000 Penalty: 14372.227539
	Iteration 118Q: 3 clusters Score -2.851473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122913 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -28514730.000000 Penalty: 14372.227539
	Iteration 119Q: 3 clusters Score -2.851473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122916 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -28514724.000000 Penalty: 14372.227539
	Iteration 120F: 3 clusters Score -2.851472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Entering Unmasked Estep 
Score: -9255150.000000 Penalty: 6494.589844
	Iteration 0F: 2 clusters Score -9255150 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 20076 members 
Entering Unmasked Estep 
Score: -9225668.000000 Penalty: 12989.179688
	Iteration 0F: 3 clusters Score -9225668 nChanged 17490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -9234681.000000 Penalty: 12989.179688
	Iteration 1F: 3 clusters Score -9234681 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -9235529.000000 Penalty: 12989.179688
	Iteration 2F: 3 clusters Score -9235529 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -9236091.000000 Penalty: 12989.179688
	Iteration 3Q: 3 clusters Score -9236091 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -9236684.000000 Penalty: 12989.179688
	Iteration 4Q: 3 clusters Score -9236684 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -9237148.000000 Penalty: 12989.179688
	Iteration 5Q: 3 clusters Score -9237148 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -9237558.000000 Penalty: 12989.179688
	Iteration 6Q: 3 clusters Score -9237558 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -9238035.000000 Penalty: 12989.179688
	Iteration 7Q: 3 clusters Score -9238035 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -9238624.000000 Penalty: 12989.179688
	Iteration 8Q: 3 clusters Score -9238624 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -9239246.000000 Penalty: 12989.179688
	Iteration 9Q: 3 clusters Score -9239246 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -9239967.000000 Penalty: 12989.179688
	Iteration 10Q: 3 clusters Score -9239967 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -9240871.000000 Penalty: 12989.179688
	Iteration 11Q: 3 clusters Score -9240871 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -9242058.000000 Penalty: 12989.179688
	Iteration 12Q: 3 clusters Score -9242058 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -9243248.000000 Penalty: 12989.179688
	Iteration 13Q: 3 clusters Score -9243248 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -9244718.000000 Penalty: 12989.179688
	Iteration 14Q: 3 clusters Score -9244718 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -9246190.000000 Penalty: 12989.179688
	Iteration 15Q: 3 clusters Score -9246190 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -9247507.000000 Penalty: 12989.179688
	Iteration 16Q: 3 clusters Score -9247507 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -9248678.000000 Penalty: 12989.179688
	Iteration 17Q: 3 clusters Score -9248678 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -9249542.000000 Penalty: 12989.179688
	Iteration 18Q: 3 clusters Score -9249542 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -9250042.000000 Penalty: 12989.179688
	Iteration 19Q: 3 clusters Score -9250042 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -9250390.000000 Penalty: 12989.179688
	Iteration 20F: 3 clusters Score -9250390 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -9250596.000000 Penalty: 12989.179688
	Iteration 21Q: 3 clusters Score -9250596 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -9250726.000000 Penalty: 12989.179688
	Iteration 22Q: 3 clusters Score -9250726 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -9250824.000000 Penalty: 12989.179688
	Iteration 23Q: 3 clusters Score -9250824 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -9250870.000000 Penalty: 12989.179688
	Iteration 24Q: 3 clusters Score -9250870 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -9250920.000000 Penalty: 12989.179688
	Iteration 25Q: 3 clusters Score -9250920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -9250922.000000 Penalty: 12989.179688
	Iteration 26Q: 3 clusters Score -9250922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -9250957.000000 Penalty: 12989.179688
	Iteration 27Q: 3 clusters Score -9250957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -9250964.000000 Penalty: 12989.179688
	Iteration 28Q: 3 clusters Score -9250964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -9251001.000000 Penalty: 12989.179688
	Iteration 29Q: 3 clusters Score -9251001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -9250976.000000 Penalty: 12989.179688
	Iteration 30Q: 3 clusters Score -9250976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -9250973.000000 Penalty: 12989.179688
	Iteration 31Q: 3 clusters Score -9250973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -9250984.000000 Penalty: 12989.179688
	Iteration 32Q: 3 clusters Score -9250984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -9250992.000000 Penalty: 12989.179688
	Iteration 33Q: 3 clusters Score -9250992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -9250992.000000 Penalty: 12989.179688
	Iteration 34Q: 3 clusters Score -9250992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -9251004.000000 Penalty: 12989.179688
	Iteration 35Q: 3 clusters Score -9251004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -9250993.000000 Penalty: 12989.179688
	Iteration 36Q: 3 clusters Score -9250993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -9250992.000000 Penalty: 12989.179688
	Iteration 37Q: 3 clusters Score -9250992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -9251009.000000 Penalty: 12989.179688
	Iteration 38Q: 3 clusters Score -9251009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -9251003.000000 Penalty: 12989.179688
	Iteration 39Q: 3 clusters Score -9251003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -9251004.000000 Penalty: 12989.179688
	Iteration 40F: 3 clusters Score -9251004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -9251010.000000 Penalty: 12989.179688
	Iteration 41Q: 3 clusters Score -9251010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -9251007.000000 Penalty: 12989.179688
	Iteration 42Q: 3 clusters Score -9251007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -9251006.000000 Penalty: 12989.179688
	Iteration 43Q: 3 clusters Score -9251006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -9251012.000000 Penalty: 12989.179688
	Iteration 44Q: 3 clusters Score -9251012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9251016.000000 Penalty: 12989.179688
	Iteration 45Q: 3 clusters Score -9251016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -9251016.000000 Penalty: 12989.179688
	Iteration 46Q: 3 clusters Score -9251016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -9251006.000000 Penalty: 12989.179688
	Iteration 47Q: 3 clusters Score -9251006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -9251013.000000 Penalty: 12989.179688
	Iteration 48Q: 3 clusters Score -9251013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -9251012.000000 Penalty: 12989.179688
	Iteration 49Q: 3 clusters Score -9251012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -9251014.000000 Penalty: 12989.179688
	Iteration 50Q: 3 clusters Score -9251014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -9251014.000000 Penalty: 12989.179688
	Iteration 51F: 3 clusters Score -9251014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Entering Unmasked Estep 
Score: -4984977.500000 Penalty: 6119.147461
	Iteration 0F: 2 clusters Score -4984978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4967203.500000 Penalty: 12238.294922
	Iteration 0F: 3 clusters Score -4967204 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -4972000.000000 Penalty: 12238.294922
	Iteration 1F: 3 clusters Score -4972000 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4972599.500000 Penalty: 12238.294922
	Iteration 2F: 3 clusters Score -4972600 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -4972962.500000 Penalty: 12238.294922
	Iteration 3Q: 3 clusters Score -4972962 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4973257.500000 Penalty: 12238.294922
	Iteration 4Q: 3 clusters Score -4973258 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4973426.500000 Penalty: 12238.294922
	Iteration 5Q: 3 clusters Score -4973426 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -4973593.500000 Penalty: 12238.294922
	Iteration 6Q: 3 clusters Score -4973594 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4973698.000000 Penalty: 12238.294922
	Iteration 7Q: 3 clusters Score -4973698 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4973790.000000 Penalty: 12238.294922
	Iteration 8Q: 3 clusters Score -4973790 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -4973868.500000 Penalty: 12238.294922
	Iteration 9Q: 3 clusters Score -4973868 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -4973919.000000 Penalty: 12238.294922
	Iteration 10Q: 3 clusters Score -4973919 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -4973997.000000 Penalty: 12238.294922
	Iteration 11Q: 3 clusters Score -4973997 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -4974043.500000 Penalty: 12238.294922
	Iteration 12Q: 3 clusters Score -4974044 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -4974069.500000 Penalty: 12238.294922
	Iteration 13Q: 3 clusters Score -4974070 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -4974111.500000 Penalty: 12238.294922
	Iteration 14Q: 3 clusters Score -4974112 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -4974154.000000 Penalty: 12238.294922
	Iteration 15Q: 3 clusters Score -4974154 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4974180.000000 Penalty: 12238.294922
	Iteration 16Q: 3 clusters Score -4974180 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -4974199.000000 Penalty: 12238.294922
	Iteration 17Q: 3 clusters Score -4974199 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4974249.000000 Penalty: 12238.294922
	Iteration 18Q: 3 clusters Score -4974249 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4974268.000000 Penalty: 12238.294922
	Iteration 19Q: 3 clusters Score -4974268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -4974269.000000 Penalty: 12238.294922
	Iteration 20F: 3 clusters Score -4974269 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -4974305.000000 Penalty: 12238.294922
	Iteration 21Q: 3 clusters Score -4974305 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4974317.500000 Penalty: 12238.294922
	Iteration 22Q: 3 clusters Score -4974318 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4974351.000000 Penalty: 12238.294922
	Iteration 23Q: 3 clusters Score -4974351 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -4974360.500000 Penalty: 12238.294922
	Iteration 24Q: 3 clusters Score -4974360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -4974381.000000 Penalty: 12238.294922
	Iteration 25Q: 3 clusters Score -4974381 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4974403.500000 Penalty: 12238.294922
	Iteration 26Q: 3 clusters Score -4974404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -4974429.000000 Penalty: 12238.294922
	Iteration 27Q: 3 clusters Score -4974429 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -4974458.000000 Penalty: 12238.294922
	Iteration 28Q: 3 clusters Score -4974458 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -4974476.500000 Penalty: 12238.294922
	Iteration 29Q: 3 clusters Score -4974476 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -4974507.500000 Penalty: 12238.294922
	Iteration 30Q: 3 clusters Score -4974508 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4974550.000000 Penalty: 12238.294922
	Iteration 31Q: 3 clusters Score -4974550 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -4974581.000000 Penalty: 12238.294922
	Iteration 32Q: 3 clusters Score -4974581 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -4974594.000000 Penalty: 12238.294922
	Iteration 33Q: 3 clusters Score -4974594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -4974621.000000 Penalty: 12238.294922
	Iteration 34Q: 3 clusters Score -4974621 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -4974639.500000 Penalty: 12238.294922
	Iteration 35Q: 3 clusters Score -4974640 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4974684.500000 Penalty: 12238.294922
	Iteration 36Q: 3 clusters Score -4974684 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4974724.500000 Penalty: 12238.294922
	Iteration 37Q: 3 clusters Score -4974724 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4974743.000000 Penalty: 12238.294922
	Iteration 38Q: 3 clusters Score -4974743 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -4974799.500000 Penalty: 12238.294922
	Iteration 39Q: 3 clusters Score -4974800 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4974859.500000 Penalty: 12238.294922
	Iteration 40F: 3 clusters Score -4974860 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -4974942.500000 Penalty: 12238.294922
	Iteration 41Q: 3 clusters Score -4974942 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -4975031.000000 Penalty: 12238.294922
	Iteration 42Q: 3 clusters Score -4975031 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4975152.000000 Penalty: 12238.294922
	Iteration 43Q: 3 clusters Score -4975152 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4975301.500000 Penalty: 12238.294922
	Iteration 44Q: 3 clusters Score -4975302 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4975469.500000 Penalty: 12238.294922
	Iteration 45Q: 3 clusters Score -4975470 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -4975700.000000 Penalty: 12238.294922
	Iteration 46Q: 3 clusters Score -4975700 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -4975994.500000 Penalty: 12238.294922
	Iteration 47Q: 3 clusters Score -4975994 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -4976332.500000 Penalty: 12238.294922
	Iteration 48Q: 3 clusters Score -4976332 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4976753.500000 Penalty: 12238.294922
	Iteration 49Q: 3 clusters Score -4976754 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -4977184.500000 Penalty: 12238.294922
	Iteration 50Q: 3 clusters Score -4977184 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4977618.500000 Penalty: 12238.294922
	Iteration 51Q: 3 clusters Score -4977618 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4978027.000000 Penalty: 12238.294922
	Iteration 52Q: 3 clusters Score -4978027 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4978357.000000 Penalty: 12238.294922
	Iteration 53Q: 3 clusters Score -4978357 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -4978632.500000 Penalty: 12238.294922
	Iteration 54Q: 3 clusters Score -4978632 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -4978867.000000 Penalty: 12238.294922
	Iteration 55Q: 3 clusters Score -4978867 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -4979038.500000 Penalty: 12238.294922
	Iteration 56Q: 3 clusters Score -4979038 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -4979177.500000 Penalty: 12238.294922
	Iteration 57Q: 3 clusters Score -4979178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4979271.000000 Penalty: 12238.294922
	Iteration 58Q: 3 clusters Score -4979271 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -4979371.000000 Penalty: 12238.294922
	Iteration 59Q: 3 clusters Score -4979371 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -4979418.500000 Penalty: 12238.294922
	Iteration 60F: 3 clusters Score -4979418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4979444.000000 Penalty: 12238.294922
	Iteration 61Q: 3 clusters Score -4979444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4979466.500000 Penalty: 12238.294922
	Iteration 62Q: 3 clusters Score -4979466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4979484.500000 Penalty: 12238.294922
	Iteration 63Q: 3 clusters Score -4979484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4979516.000000 Penalty: 12238.294922
	Iteration 64Q: 3 clusters Score -4979516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -4979536.000000 Penalty: 12238.294922
	Iteration 65Q: 3 clusters Score -4979536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4979551.000000 Penalty: 12238.294922
	Iteration 66Q: 3 clusters Score -4979551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -4979573.000000 Penalty: 12238.294922
	Iteration 67Q: 3 clusters Score -4979573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -4979573.000000 Penalty: 12238.294922
	Iteration 68Q: 3 clusters Score -4979573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4979586.500000 Penalty: 12238.294922
	Iteration 69Q: 3 clusters Score -4979586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4979604.000000 Penalty: 12238.294922
	Iteration 70Q: 3 clusters Score -4979604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4979605.000000 Penalty: 12238.294922
	Iteration 71Q: 3 clusters Score -4979605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4979609.500000 Penalty: 12238.294922
	Iteration 72Q: 3 clusters Score -4979610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -4979619.500000 Penalty: 12238.294922
	Iteration 73Q: 3 clusters Score -4979620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4979635.500000 Penalty: 12238.294922
	Iteration 74Q: 3 clusters Score -4979636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -4979639.500000 Penalty: 12238.294922
	Iteration 75Q: 3 clusters Score -4979640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4979645.000000 Penalty: 12238.294922
	Iteration 76Q: 3 clusters Score -4979645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -4979657.500000 Penalty: 12238.294922
	Iteration 77Q: 3 clusters Score -4979658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -4979665.500000 Penalty: 12238.294922
	Iteration 78Q: 3 clusters Score -4979666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4979671.500000 Penalty: 12238.294922
	Iteration 79Q: 3 clusters Score -4979672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4979675.500000 Penalty: 12238.294922
	Iteration 80F: 3 clusters Score -4979676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -4979676.000000 Penalty: 12238.294922
	Iteration 81Q: 3 clusters Score -4979676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4979682.000000 Penalty: 12238.294922
	Iteration 82Q: 3 clusters Score -4979682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4979685.000000 Penalty: 12238.294922
	Iteration 83Q: 3 clusters Score -4979685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -4979689.500000 Penalty: 12238.294922
	Iteration 84Q: 3 clusters Score -4979690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -4979693.500000 Penalty: 12238.294922
	Iteration 85Q: 3 clusters Score -4979694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -4979696.000000 Penalty: 12238.294922
	Iteration 86Q: 3 clusters Score -4979696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4979695.000000 Penalty: 12238.294922
	Iteration 87Q: 3 clusters Score -4979695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4979695.000000 Penalty: 12238.294922
	Iteration 88F: 3 clusters Score -4979695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -469010.562500 Penalty: 4694.125000
	Iteration 0F: 2 clusters Score -469010.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -463890.531250 Penalty: 9388.250000
	Iteration 0F: 3 clusters Score -463890.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -464455.593750 Penalty: 9388.250000
	Iteration 1F: 3 clusters Score -464455.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -464648.187500 Penalty: 9388.250000
	Iteration 2F: 3 clusters Score -464648.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -464738.312500 Penalty: 9388.250000
	Iteration 3Q: 3 clusters Score -464738.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -464783.656250 Penalty: 9388.250000
	Iteration 4Q: 3 clusters Score -464783.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -464821.218750 Penalty: 9388.250000
	Iteration 5Q: 3 clusters Score -464821.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -464863.062500 Penalty: 9388.250000
	Iteration 6Q: 3 clusters Score -464863.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -464876.156250 Penalty: 9388.250000
	Iteration 7Q: 3 clusters Score -464876.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -464887.562500 Penalty: 9388.250000
	Iteration 8Q: 3 clusters Score -464887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -464895.468750 Penalty: 9388.250000
	Iteration 9Q: 3 clusters Score -464895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -464899.062500 Penalty: 9388.250000
	Iteration 10Q: 3 clusters Score -464899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -464902.250000 Penalty: 9388.250000
	Iteration 11Q: 3 clusters Score -464902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -464904.968750 Penalty: 9388.250000
	Iteration 12Q: 3 clusters Score -464905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -464911.031250 Penalty: 9388.250000
	Iteration 13Q: 3 clusters Score -464911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -464918.687500 Penalty: 9388.250000
	Iteration 14Q: 3 clusters Score -464918.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -464925.875000 Penalty: 9388.250000
	Iteration 15Q: 3 clusters Score -464925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -464928.687500 Penalty: 9388.250000
	Iteration 16Q: 3 clusters Score -464928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -464930.656250 Penalty: 9388.250000
	Iteration 17Q: 3 clusters Score -464930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -464934.375000 Penalty: 9388.250000
	Iteration 18Q: 3 clusters Score -464934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -464937.093750 Penalty: 9388.250000
	Iteration 19Q: 3 clusters Score -464937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -464938.375000 Penalty: 9388.250000
	Iteration 20F: 3 clusters Score -464938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -464939.750000 Penalty: 9388.250000
	Iteration 21Q: 3 clusters Score -464939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -464943.500000 Penalty: 9388.250000
	Iteration 22Q: 3 clusters Score -464943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -464946.187500 Penalty: 9388.250000
	Iteration 23Q: 3 clusters Score -464946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -464946.187500 Penalty: 9388.250000
	Iteration 24F: 3 clusters Score -464946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -10180829.000000 Penalty: 6557.222168
	Iteration 0F: 2 clusters Score -1.018083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -10148570.000000 Penalty: 13114.444336
	Iteration 0F: 3 clusters Score -1.014857e+07 nChanged 19493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -10158888.000000 Penalty: 13114.444336
	Iteration 1F: 3 clusters Score -1.015889e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -10159720.000000 Penalty: 13114.444336
	Iteration 2F: 3 clusters Score -1.015972e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -10160302.000000 Penalty: 13114.444336
	Iteration 3Q: 3 clusters Score -1.01603e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -10160820.000000 Penalty: 13114.444336
	Iteration 4Q: 3 clusters Score -1.016082e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -10161214.000000 Penalty: 13114.444336
	Iteration 5Q: 3 clusters Score -1.016121e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -10161575.000000 Penalty: 13114.444336
	Iteration 6Q: 3 clusters Score -1.016158e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -10161885.000000 Penalty: 13114.444336
	Iteration 7Q: 3 clusters Score -1.016188e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -10162274.000000 Penalty: 13114.444336
	Iteration 8Q: 3 clusters Score -1.016227e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -10162661.000000 Penalty: 13114.444336
	Iteration 9Q: 3 clusters Score -1.016266e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -10163065.000000 Penalty: 13114.444336
	Iteration 10Q: 3 clusters Score -1.016306e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -10163576.000000 Penalty: 13114.444336
	Iteration 11Q: 3 clusters Score -1.016358e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -10164118.000000 Penalty: 13114.444336
	Iteration 12Q: 3 clusters Score -1.016412e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -10164808.000000 Penalty: 13114.444336
	Iteration 13Q: 3 clusters Score -1.016481e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -10165702.000000 Penalty: 13114.444336
	Iteration 14Q: 3 clusters Score -1.01657e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -10166722.000000 Penalty: 13114.444336
	Iteration 15Q: 3 clusters Score -1.016672e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -10167862.000000 Penalty: 13114.444336
	Iteration 16Q: 3 clusters Score -1.016786e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -10169080.000000 Penalty: 13114.444336
	Iteration 17Q: 3 clusters Score -1.016908e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -10170395.000000 Penalty: 13114.444336
	Iteration 18Q: 3 clusters Score -1.01704e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -10171567.000000 Penalty: 13114.444336
	Iteration 19Q: 3 clusters Score -1.017157e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -10172487.000000 Penalty: 13114.444336
	Iteration 20F: 3 clusters Score -1.017249e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -10173235.000000 Penalty: 13114.444336
	Iteration 21Q: 3 clusters Score -1.017324e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -10173828.000000 Penalty: 13114.444336
	Iteration 22Q: 3 clusters Score -1.017383e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10174223.000000 Penalty: 13114.444336
	Iteration 23Q: 3 clusters Score -1.017422e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -10174465.000000 Penalty: 13114.444336
	Iteration 24Q: 3 clusters Score -1.017446e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -10174656.000000 Penalty: 13114.444336
	Iteration 25Q: 3 clusters Score -1.017466e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10174779.000000 Penalty: 13114.444336
	Iteration 26Q: 3 clusters Score -1.017478e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -10174893.000000 Penalty: 13114.444336
	Iteration 27Q: 3 clusters Score -1.017489e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10174951.000000 Penalty: 13114.444336
	Iteration 28Q: 3 clusters Score -1.017495e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10174990.000000 Penalty: 13114.444336
	Iteration 29Q: 3 clusters Score -1.017499e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10175035.000000 Penalty: 13114.444336
	Iteration 30Q: 3 clusters Score -1.017504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10175051.000000 Penalty: 13114.444336
	Iteration 31Q: 3 clusters Score -1.017505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10175079.000000 Penalty: 13114.444336
	Iteration 32Q: 3 clusters Score -1.017508e+07 nChanged 19
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: -10175072.000000 Penalty: 13114.444336
	Iteration 33Q: 3 clusters Score -1.017507e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10175105.000000 Penalty: 13114.444336
	Iteration 34Q: 3 clusters Score -1.01751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10175126.000000 Penalty: 13114.444336
	Iteration 35Q: 3 clusters Score -1.017513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10175133.000000 Penalty: 13114.444336
	Iteration 36Q: 3 clusters Score -1.017513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10175142.000000 Penalty: 13114.444336
	Iteration 37Q: 3 clusters Score -1.017514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10175161.000000 Penalty: 13114.444336
	Iteration 38Q: 3 clusters Score -1.017516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10175161.000000 Penalty: 13114.444336
	Iteration 39Q: 3 clusters Score -1.017516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10175158.000000 Penalty: 13114.444336
	Iteration 40F: 3 clusters Score -1.017516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -10175158.000000 Penalty: 13114.444336
	Iteration 41Q: 3 clusters Score -1.017516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10175163.000000 Penalty: 13114.444336
	Iteration 42Q: 3 clusters Score -1.017516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10175172.000000 Penalty: 13114.444336
	Iteration 43Q: 3 clusters Score -1.017517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10175170.000000 Penalty: 13114.444336
	Iteration 44Q: 3 clusters Score -1.017517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10175163.000000 Penalty: 13114.444336
	Iteration 45Q: 3 clusters Score -1.017516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10175170.000000 Penalty: 13114.444336
	Iteration 46Q: 3 clusters Score -1.017517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10175183.000000 Penalty: 13114.444336
	Iteration 47Q: 3 clusters Score -1.017518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10175190.000000 Penalty: 13114.444336
	Iteration 48Q: 3 clusters Score -1.017519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10175191.000000 Penalty: 13114.444336
	Iteration 49Q: 3 clusters Score -1.017519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10175196.000000 Penalty: 13114.444336
	Iteration 50Q: 3 clusters Score -1.01752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10175205.000000 Penalty: 13114.444336
	Iteration 51Q: 3 clusters Score -1.01752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10175201.000000 Penalty: 13114.444336
	Iteration 52Q: 3 clusters Score -1.01752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10175202.000000 Penalty: 13114.444336
	Iteration 53Q: 3 clusters Score -1.01752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10175202.000000 Penalty: 13114.444336
	Iteration 54F: 3 clusters Score -1.01752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (56956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Entering Unmasked Estep 
Score: -13048059.000000 Penalty: 6706.895996
	Iteration 0F: 2 clusters Score -1.304806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -13007952.000000 Penalty: 13413.791992
	Iteration 0F: 3 clusters Score -1.300795e+07 nChanged 25204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -13021465.000000 Penalty: 13413.791992
	Iteration 1F: 3 clusters Score -1.302146e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -13022456.000000 Penalty: 13413.791992
	Iteration 2Q: 3 clusters Score -1.302246e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -13023215.000000 Penalty: 13413.791992
	Iteration 3Q: 3 clusters Score -1.302322e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -13023867.000000 Penalty: 13413.791992
	Iteration 4Q: 3 clusters Score -1.302387e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -13024500.000000 Penalty: 13413.791992
	Iteration 5Q: 3 clusters Score -1.30245e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -13025163.000000 Penalty: 13413.791992
	Iteration 6Q: 3 clusters Score -1.302516e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -13025856.000000 Penalty: 13413.791992
	Iteration 7Q: 3 clusters Score -1.302586e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -13026559.000000 Penalty: 13413.791992
	Iteration 8Q: 3 clusters Score -1.302656e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -13027335.000000 Penalty: 13413.791992
	Iteration 9Q: 3 clusters Score -1.302734e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -13028299.000000 Penalty: 13413.791992
	Iteration 10Q: 3 clusters Score -1.30283e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -13029364.000000 Penalty: 13413.791992
	Iteration 11Q: 3 clusters Score -1.302936e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -13030730.000000 Penalty: 13413.791992
	Iteration 12Q: 3 clusters Score -1.303073e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -13032375.000000 Penalty: 13413.791992
	Iteration 13Q: 3 clusters Score -1.303238e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -13034271.000000 Penalty: 13413.791992
	Iteration 14Q: 3 clusters Score -1.303427e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -13036222.000000 Penalty: 13413.791992
	Iteration 15Q: 3 clusters Score -1.303622e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -13037861.000000 Penalty: 13413.791992
	Iteration 16Q: 3 clusters Score -1.303786e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -13039208.000000 Penalty: 13413.791992
	Iteration 17Q: 3 clusters Score -1.303921e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -13040166.000000 Penalty: 13413.791992
	Iteration 18Q: 3 clusters Score -1.304017e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -13040872.000000 Penalty: 13413.791992
	Iteration 19Q: 3 clusters Score -1.304087e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -13041334.000000 Penalty: 13413.791992
	Iteration 20F: 3 clusters Score -1.304133e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -13041591.000000 Penalty: 13413.791992
	Iteration 21Q: 3 clusters Score -1.304159e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -13041769.000000 Penalty: 13413.791992
	Iteration 22Q: 3 clusters Score -1.304177e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -13041904.000000 Penalty: 13413.791992
	Iteration 23Q: 3 clusters Score -1.30419e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -13042071.000000 Penalty: 13413.791992
	Iteration 24Q: 3 clusters Score -1.304207e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -13042128.000000 Penalty: 13413.791992
	Iteration 25Q: 3 clusters Score -1.304213e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -13042221.000000 Penalty: 13413.791992
	Iteration 26Q: 3 clusters Score -1.304222e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -13042286.000000 Penalty: 13413.791992
	Iteration 27Q: 3 clusters Score -1.304229e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -13042339.000000 Penalty: 13413.791992
	Iteration 28Q: 3 clusters Score -1.304234e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -13042350.000000 Penalty: 13413.791992
	Iteration 29Q: 3 clusters Score -1.304235e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -13042372.000000 Penalty: 13413.791992
	Iteration 30Q: 3 clusters Score -1.304237e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -13042406.000000 Penalty: 13413.791992
	Iteration 31Q: 3 clusters Score -1.304241e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -13042402.000000 Penalty: 13413.791992
	Iteration 32Q: 3 clusters Score -1.30424e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -13042476.000000 Penalty: 13413.791992
	Iteration 33Q: 3 clusters Score -1.304248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -13042501.000000 Penalty: 13413.791992
	Iteration 34Q: 3 clusters Score -1.30425e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -13042513.000000 Penalty: 13413.791992
	Iteration 35Q: 3 clusters Score -1.304251e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -13042550.000000 Penalty: 13413.791992
	Iteration 36Q: 3 clusters Score -1.304255e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -13042561.000000 Penalty: 13413.791992
	Iteration 37Q: 3 clusters Score -1.304256e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -13042572.000000 Penalty: 13413.791992
	Iteration 38Q: 3 clusters Score -1.304257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -13042585.000000 Penalty: 13413.791992
	Iteration 39Q: 3 clusters Score -1.304258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -13042593.000000 Penalty: 13413.791992
	Iteration 40F: 3 clusters Score -1.304259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -13042598.000000 Penalty: 13413.791992
	Iteration 41Q: 3 clusters Score -1.30426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -13042603.000000 Penalty: 13413.791992
	Iteration 42Q: 3 clusters Score -1.30426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -13042616.000000 Penalty: 13413.791992
	Iteration 43Q: 3 clusters Score -1.304262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -13042618.000000 Penalty: 13413.791992
	Iteration 44Q: 3 clusters Score -1.304262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -13042611.000000 Penalty: 13413.791992
	Iteration 45Q: 3 clusters Score -1.304261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -13042607.000000 Penalty: 13413.791992
	Iteration 46Q: 3 clusters Score -1.304261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -13042611.000000 Penalty: 13413.791992
	Iteration 47Q: 3 clusters Score -1.304261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -13042607.000000 Penalty: 13413.791992
	Iteration 48Q: 3 clusters Score -1.304261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -13042607.000000 Penalty: 13413.791992
	Iteration 49F: 3 clusters Score -1.304261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Entering Unmasked Estep 
Score: -2915361.000000 Penalty: 5803.255371
	Iteration 0F: 2 clusters Score -2915361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2903257.250000 Penalty: 11606.510742
	Iteration 0F: 3 clusters Score -2903257 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2905982.500000 Penalty: 11606.510742
	Iteration 1F: 3 clusters Score -2905982 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2906537.750000 Penalty: 11606.510742
	Iteration 2F: 3 clusters Score -2906538 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2906937.750000 Penalty: 11606.510742
	Iteration 3F: 3 clusters Score -2906938 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2907175.250000 Penalty: 11606.510742
	Iteration 4Q: 3 clusters Score -2907175 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2907363.750000 Penalty: 11606.510742
	Iteration 5Q: 3 clusters Score -2907364 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2907502.750000 Penalty: 11606.510742
	Iteration 6Q: 3 clusters Score -2907503 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2907635.750000 Penalty: 11606.510742
	Iteration 7Q: 3 clusters Score -2907636 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2907759.750000 Penalty: 11606.510742
	Iteration 8Q: 3 clusters Score -2907760 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2907879.000000 Penalty: 11606.510742
	Iteration 9Q: 3 clusters Score -2907879 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2908008.500000 Penalty: 11606.510742
	Iteration 10Q: 3 clusters Score -2908008 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2908163.250000 Penalty: 11606.510742
	Iteration 11Q: 3 clusters Score -2908163 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2908314.000000 Penalty: 11606.510742
	Iteration 12Q: 3 clusters Score -2908314 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2908511.000000 Penalty: 11606.510742
	Iteration 13Q: 3 clusters Score -2908511 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2908713.250000 Penalty: 11606.510742
	Iteration 14Q: 3 clusters Score -2908713 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2908952.750000 Penalty: 11606.510742
	Iteration 15Q: 3 clusters Score -2908953 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2909196.000000 Penalty: 11606.510742
	Iteration 16Q: 3 clusters Score -2909196 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2909436.750000 Penalty: 11606.510742
	Iteration 17Q: 3 clusters Score -2909437 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2909673.250000 Penalty: 11606.510742
	Iteration 18Q: 3 clusters Score -2909673 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2909864.500000 Penalty: 11606.510742
	Iteration 19Q: 3 clusters Score -2909864 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2910036.500000 Penalty: 11606.510742
	Iteration 20F: 3 clusters Score -2910036 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2910189.000000 Penalty: 11606.510742
	Iteration 21Q: 3 clusters Score -2910189 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2910307.250000 Penalty: 11606.510742
	Iteration 22Q: 3 clusters Score -2910307 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2910396.750000 Penalty: 11606.510742
	Iteration 23Q: 3 clusters Score -2910397 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2910482.000000 Penalty: 11606.510742
	Iteration 24Q: 3 clusters Score -2910482 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2910569.000000 Penalty: 11606.510742
	Iteration 25Q: 3 clusters Score -2910569 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2910632.750000 Penalty: 11606.510742
	Iteration 26Q: 3 clusters Score -2910633 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2910702.250000 Penalty: 11606.510742
	Iteration 27Q: 3 clusters Score -2910702 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2910758.000000 Penalty: 11606.510742
	Iteration 28Q: 3 clusters Score -2910758 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2910810.000000 Penalty: 11606.510742
	Iteration 29Q: 3 clusters Score -2910810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2910862.250000 Penalty: 11606.510742
	Iteration 30Q: 3 clusters Score -2910862 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2910919.250000 Penalty: 11606.510742
	Iteration 31Q: 3 clusters Score -2910919 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2910957.500000 Penalty: 11606.510742
	Iteration 32Q: 3 clusters Score -2910958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2911005.000000 Penalty: 11606.510742
	Iteration 33Q: 3 clusters Score -2911005 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2911047.750000 Penalty: 11606.510742
	Iteration 34Q: 3 clusters Score -2911048 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2911085.750000 Penalty: 11606.510742
	Iteration 35Q: 3 clusters Score -2911086 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2911134.000000 Penalty: 11606.510742
	Iteration 36Q: 3 clusters Score -2911134 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2911207.000000 Penalty: 11606.510742
	Iteration 37Q: 3 clusters Score -2911207 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2911285.000000 Penalty: 11606.510742
	Iteration 38Q: 3 clusters Score -2911285 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2911355.000000 Penalty: 11606.510742
	Iteration 39Q: 3 clusters Score -2911355 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2911409.000000 Penalty: 11606.510742
	Iteration 40F: 3 clusters Score -2911409 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2911485.500000 Penalty: 11606.510742
	Iteration 41Q: 3 clusters Score -2911486 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2911556.000000 Penalty: 11606.510742
	Iteration 42Q: 3 clusters Score -2911556 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2911617.500000 Penalty: 11606.510742
	Iteration 43Q: 3 clusters Score -2911618 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2911658.750000 Penalty: 11606.510742
	Iteration 44Q: 3 clusters Score -2911659 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2911684.250000 Penalty: 11606.510742
	Iteration 45Q: 3 clusters Score -2911684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2911711.500000 Penalty: 11606.510742
	Iteration 46Q: 3 clusters Score -2911712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2911727.250000 Penalty: 11606.510742
	Iteration 47Q: 3 clusters Score -2911727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2911742.500000 Penalty: 11606.510742
	Iteration 48Q: 3 clusters Score -2911742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2911743.750000 Penalty: 11606.510742
	Iteration 49Q: 3 clusters Score -2911744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2911754.250000 Penalty: 11606.510742
	Iteration 50Q: 3 clusters Score -2911754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2911761.750000 Penalty: 11606.510742
	Iteration 51Q: 3 clusters Score -2911762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2911767.500000 Penalty: 11606.510742
	Iteration 52Q: 3 clusters Score -2911768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2911774.750000 Penalty: 11606.510742
	Iteration 53Q: 3 clusters Score -2911775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2911777.000000 Penalty: 11606.510742
	Iteration 54Q: 3 clusters Score -2911777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2911785.250000 Penalty: 11606.510742
	Iteration 55Q: 3 clusters Score -2911785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2911791.000000 Penalty: 11606.510742
	Iteration 56Q: 3 clusters Score -2911791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2911801.250000 Penalty: 11606.510742
	Iteration 57Q: 3 clusters Score -2911801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2911805.000000 Penalty: 11606.510742
	Iteration 58Q: 3 clusters Score -2911805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2911804.000000 Penalty: 11606.510742
	Iteration 59Q: 3 clusters Score -2911804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2911811.250000 Penalty: 11606.510742
	Iteration 60F: 3 clusters Score -2911811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2911812.750000 Penalty: 11606.510742
	Iteration 61Q: 3 clusters Score -2911813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2911811.500000 Penalty: 11606.510742
	Iteration 62Q: 3 clusters Score -2911812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2911811.500000 Penalty: 11606.510742
	Iteration 63Q: 3 clusters Score -2911812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2911816.250000 Penalty: 11606.510742
	Iteration 64Q: 3 clusters Score -2911816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2911817.250000 Penalty: 11606.510742
	Iteration 65Q: 3 clusters Score -2911817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2911823.500000 Penalty: 11606.510742
	Iteration 66Q: 3 clusters Score -2911824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2911823.750000 Penalty: 11606.510742
	Iteration 67Q: 3 clusters Score -2911824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2911822.250000 Penalty: 11606.510742
	Iteration 68Q: 3 clusters Score -2911822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2911825.250000 Penalty: 11606.510742
	Iteration 69Q: 3 clusters Score -2911825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2911826.500000 Penalty: 11606.510742
	Iteration 70Q: 3 clusters Score -2911826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2911826.500000 Penalty: 11606.510742
	Iteration 71F: 3 clusters Score -2911826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Entering Unmasked Estep 
Score: -5538390.000000 Penalty: 6180.231934
	Iteration 0F: 2 clusters Score -5538390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -5519183.000000 Penalty: 12360.463867
	Iteration 0F: 3 clusters Score -5519183 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -5524461.000000 Penalty: 12360.463867
	Iteration 1F: 3 clusters Score -5524461 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -5525052.500000 Penalty: 12360.463867
	Iteration 2F: 3 clusters Score -5525052 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -5525474.500000 Penalty: 12360.463867
	Iteration 3Q: 3 clusters Score -5525474 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -5525788.000000 Penalty: 12360.463867
	Iteration 4Q: 3 clusters Score -5525788 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -5526041.000000 Penalty: 12360.463867
	Iteration 5Q: 3 clusters Score -5526041 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -5526211.500000 Penalty: 12360.463867
	Iteration 6Q: 3 clusters Score -5526212 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5526312.000000 Penalty: 12360.463867
	Iteration 7Q: 3 clusters Score -5526312 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -5526418.500000 Penalty: 12360.463867
	Iteration 8Q: 3 clusters Score -5526418 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -5526521.500000 Penalty: 12360.463867
	Iteration 9Q: 3 clusters Score -5526522 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -5526573.500000 Penalty: 12360.463867
	Iteration 10Q: 3 clusters Score -5526574 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -5526682.500000 Penalty: 12360.463867
	Iteration 11Q: 3 clusters Score -5526682 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -5526726.000000 Penalty: 12360.463867
	Iteration 12Q: 3 clusters Score -5526726 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -5526782.500000 Penalty: 12360.463867
	Iteration 13Q: 3 clusters Score -5526782 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -5526850.000000 Penalty: 12360.463867
	Iteration 14Q: 3 clusters Score -5526850 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -5526950.500000 Penalty: 12360.463867
	Iteration 15Q: 3 clusters Score -5526950 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -5527055.500000 Penalty: 12360.463867
	Iteration 16Q: 3 clusters Score -5527056 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -5527160.000000 Penalty: 12360.463867
	Iteration 17Q: 3 clusters Score -5527160 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -5527317.000000 Penalty: 12360.463867
	Iteration 18Q: 3 clusters Score -5527317 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -5527463.000000 Penalty: 12360.463867
	Iteration 19Q: 3 clusters Score -5527463 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -5527629.000000 Penalty: 12360.463867
	Iteration 20F: 3 clusters Score -5527629 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -5527852.500000 Penalty: 12360.463867
	Iteration 21Q: 3 clusters Score -5527852 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -5528132.000000 Penalty: 12360.463867
	Iteration 22Q: 3 clusters Score -5528132 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -5528429.000000 Penalty: 12360.463867
	Iteration 23Q: 3 clusters Score -5528429 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -5528806.500000 Penalty: 12360.463867
	Iteration 24Q: 3 clusters Score -5528806 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -5529171.000000 Penalty: 12360.463867
	Iteration 25Q: 3 clusters Score -5529171 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -5529600.000000 Penalty: 12360.463867
	Iteration 26Q: 3 clusters Score -5529600 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -5530044.000000 Penalty: 12360.463867
	Iteration 27Q: 3 clusters Score -5530044 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -5530563.000000 Penalty: 12360.463867
	Iteration 28Q: 3 clusters Score -5530563 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5531070.500000 Penalty: 12360.463867
	Iteration 29Q: 3 clusters Score -5531070 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5531466.500000 Penalty: 12360.463867
	Iteration 30Q: 3 clusters Score -5531466 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5531741.500000 Penalty: 12360.463867
	Iteration 31Q: 3 clusters Score -5531742 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5532018.000000 Penalty: 12360.463867
	Iteration 32Q: 3 clusters Score -5532018 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5532167.000000 Penalty: 12360.463867
	Iteration 33Q: 3 clusters Score -5532167 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5532335.000000 Penalty: 12360.463867
	Iteration 34Q: 3 clusters Score -5532335 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5532454.500000 Penalty: 12360.463867
	Iteration 35Q: 3 clusters Score -5532454 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5532563.500000 Penalty: 12360.463867
	Iteration 36Q: 3 clusters Score -5532564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5532631.500000 Penalty: 12360.463867
	Iteration 37Q: 3 clusters Score -5532632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5532695.000000 Penalty: 12360.463867
	Iteration 38Q: 3 clusters Score -5532695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5532744.500000 Penalty: 12360.463867
	Iteration 39Q: 3 clusters Score -5532744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5532757.500000 Penalty: 12360.463867
	Iteration 40F: 3 clusters Score -5532758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5532785.500000 Penalty: 12360.463867
	Iteration 41Q: 3 clusters Score -5532786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5532807.000000 Penalty: 12360.463867
	Iteration 42Q: 3 clusters Score -5532807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5532806.000000 Penalty: 12360.463867
	Iteration 43Q: 3 clusters Score -5532806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5532830.000000 Penalty: 12360.463867
	Iteration 44Q: 3 clusters Score -5532830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5532834.500000 Penalty: 12360.463867
	Iteration 45Q: 3 clusters Score -5532834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5532852.500000 Penalty: 12360.463867
	Iteration 46Q: 3 clusters Score -5532852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5532861.500000 Penalty: 12360.463867
	Iteration 47Q: 3 clusters Score -5532862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5532862.000000 Penalty: 12360.463867
	Iteration 48Q: 3 clusters Score -5532862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5532873.000000 Penalty: 12360.463867
	Iteration 49Q: 3 clusters Score -5532873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5532878.000000 Penalty: 12360.463867
	Iteration 50Q: 3 clusters Score -5532878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5532890.500000 Penalty: 12360.463867
	Iteration 51Q: 3 clusters Score -5532890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5532888.500000 Penalty: 12360.463867
	Iteration 52Q: 3 clusters Score -5532888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5532900.500000 Penalty: 12360.463867
	Iteration 53Q: 3 clusters Score -5532900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5532909.000000 Penalty: 12360.463867
	Iteration 54Q: 3 clusters Score -5532909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5532922.500000 Penalty: 12360.463867
	Iteration 55Q: 3 clusters Score -5532922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5532915.000000 Penalty: 12360.463867
	Iteration 56Q: 3 clusters Score -5532915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5532931.000000 Penalty: 12360.463867
	Iteration 57Q: 3 clusters Score -5532931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5532939.000000 Penalty: 12360.463867
	Iteration 58Q: 3 clusters Score -5532939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5532953.500000 Penalty: 12360.463867
	Iteration 59Q: 3 clusters Score -5532954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5532956.000000 Penalty: 12360.463867
	Iteration 60F: 3 clusters Score -5532956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5532959.500000 Penalty: 12360.463867
	Iteration 61Q: 3 clusters Score -5532960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5532963.000000 Penalty: 12360.463867
	Iteration 62Q: 3 clusters Score -5532963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5532960.500000 Penalty: 12360.463867
	Iteration 63Q: 3 clusters Score -5532960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5532971.000000 Penalty: 12360.463867
	Iteration 64Q: 3 clusters Score -5532971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5532971.000000 Penalty: 12360.463867
	Iteration 65F: 3 clusters Score -5532971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (115603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115603 members 
Entering Unmasked Estep 
Score: -26272470.000000 Penalty: 7140.474121
	Iteration 0F: 2 clusters Score -2.627247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -26194334.000000 Penalty: 14280.948242
	Iteration 0F: 3 clusters Score -2.619433e+07 nChanged 52987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -26223310.000000 Penalty: 14280.948242
	Iteration 1F: 3 clusters Score -2.622331e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -26224532.000000 Penalty: 14280.948242
	Iteration 2Q: 3 clusters Score -2.622453e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -26225240.000000 Penalty: 14280.948242
	Iteration 3Q: 3 clusters Score -2.622524e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -26226144.000000 Penalty: 14280.948242
	Iteration 4Q: 3 clusters Score -2.622614e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -26227140.000000 Penalty: 14280.948242
	Iteration 5Q: 3 clusters Score -2.622714e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -26228218.000000 Penalty: 14280.948242
	Iteration 6Q: 3 clusters Score -2.622822e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -26230042.000000 Penalty: 14280.948242
	Iteration 7Q: 3 clusters Score -2.623004e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -26232560.000000 Penalty: 14280.948242
	Iteration 8Q: 3 clusters Score -2.623256e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79553 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -26236162.000000 Penalty: 14280.948242
	Iteration 9F: 3 clusters Score -2.623616e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -26241814.000000 Penalty: 14280.948242
	Iteration 10F: 3 clusters Score -2.624181e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -26248754.000000 Penalty: 14280.948242
	Iteration 11F: 3 clusters Score -2.624875e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103066 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -26255468.000000 Penalty: 14280.948242
	Iteration 12F: 3 clusters Score -2.625547e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108621 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -26260608.000000 Penalty: 14280.948242
	Iteration 13Q: 3 clusters Score -2.626061e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -26263416.000000 Penalty: 14280.948242
	Iteration 14Q: 3 clusters Score -2.626342e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113423 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -26264656.000000 Penalty: 14280.948242
	Iteration 15Q: 3 clusters Score -2.626466e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114130 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -26265282.000000 Penalty: 14280.948242
	Iteration 16Q: 3 clusters Score -2.626528e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -26265624.000000 Penalty: 14280.948242
	Iteration 17Q: 3 clusters Score -2.626562e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114626 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -26265852.000000 Penalty: 14280.948242
	Iteration 18Q: 3 clusters Score -2.626585e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114715 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -26265984.000000 Penalty: 14280.948242
	Iteration 19Q: 3 clusters Score -2.626598e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114769 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -26266028.000000 Penalty: 14280.948242
	Iteration 20F: 3 clusters Score -2.626603e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114801 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -26266076.000000 Penalty: 14280.948242
	Iteration 21Q: 3 clusters Score -2.626608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114819 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -26266114.000000 Penalty: 14280.948242
	Iteration 22Q: 3 clusters Score -2.626611e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114829 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -26266164.000000 Penalty: 14280.948242
	Iteration 23Q: 3 clusters Score -2.626616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114835 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -26266192.000000 Penalty: 14280.948242
	Iteration 24Q: 3 clusters Score -2.626619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -26266188.000000 Penalty: 14280.948242
	Iteration 25Q: 3 clusters Score -2.626619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114851 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -26266224.000000 Penalty: 14280.948242
	Iteration 26Q: 3 clusters Score -2.626622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114858 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -26266212.000000 Penalty: 14280.948242
	Iteration 27Q: 3 clusters Score -2.626621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114861 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -26266210.000000 Penalty: 14280.948242
	Iteration 28Q: 3 clusters Score -2.626621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -26266240.000000 Penalty: 14280.948242
	Iteration 29Q: 3 clusters Score -2.626624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -26266220.000000 Penalty: 14280.948242
	Iteration 30Q: 3 clusters Score -2.626622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114875 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -26266228.000000 Penalty: 14280.948242
	Iteration 31Q: 3 clusters Score -2.626623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114879 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -26266228.000000 Penalty: 14280.948242
	Iteration 32Q: 3 clusters Score -2.626623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114879 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -26266228.000000 Penalty: 14280.948242
	Iteration 33F: 3 clusters Score -2.626623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -267284.031250 Penalty: 4354.801270
	Iteration 0F: 2 clusters Score -267284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -262936.718750 Penalty: 8709.602539
	Iteration 0F: 3 clusters Score -262936.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -263336.281250 Penalty: 8709.602539
	Iteration 1F: 3 clusters Score -263336.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -263480.000000 Penalty: 8709.602539
	Iteration 2Q: 3 clusters Score -263480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -263550.062500 Penalty: 8709.602539
	Iteration 3Q: 3 clusters Score -263550.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -263596.218750 Penalty: 8709.602539
	Iteration 4Q: 3 clusters Score -263596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -263626.656250 Penalty: 8709.602539
	Iteration 5Q: 3 clusters Score -263626.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -263655.375000 Penalty: 8709.602539
	Iteration 6Q: 3 clusters Score -263655.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -263678.281250 Penalty: 8709.602539
	Iteration 7Q: 3 clusters Score -263678.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -263707.875000 Penalty: 8709.602539
	Iteration 8Q: 3 clusters Score -263707.9 nChanged 10
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: -263730.812500 Penalty: 8709.602539
	Iteration 9Q: 3 clusters Score -263730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -263755.718750 Penalty: 8709.602539
	Iteration 10Q: 3 clusters Score -263755.7 nChanged 6
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: -263773.406250 Penalty: 8709.602539
	Iteration 11Q: 3 clusters Score -263773.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -263786.718750 Penalty: 8709.602539
	Iteration 12Q: 3 clusters Score -263786.7 nChanged 6
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: -263808.125000 Penalty: 8709.602539
	Iteration 13Q: 3 clusters Score -263808.1 nChanged 6
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: -263821.562500 Penalty: 8709.602539
	Iteration 14Q: 3 clusters Score -263821.6 nChanged 6
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: -263838.812500 Penalty: 8709.602539
	Iteration 15Q: 3 clusters Score -263838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -263843.500000 Penalty: 8709.602539
	Iteration 16Q: 3 clusters Score -263843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -263845.218750 Penalty: 8709.602539
	Iteration 17Q: 3 clusters Score -263845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -263848.500000 Penalty: 8709.602539
	Iteration 18Q: 3 clusters Score -263848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -263852.250000 Penalty: 8709.602539
	Iteration 19Q: 3 clusters Score -263852.2 nChanged 1
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: -263853.625000 Penalty: 8709.602539
	Iteration 20F: 3 clusters Score -263853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Entering Unmasked Estep 
Score: -13668996.000000 Penalty: 6735.285156
	Iteration 0F: 2 clusters Score -1.3669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -13626897.000000 Penalty: 13470.570312
	Iteration 0F: 3 clusters Score -1.36269e+07 nChanged 26582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -13641170.000000 Penalty: 13470.570312
	Iteration 1F: 3 clusters Score -1.364117e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -13642133.000000 Penalty: 13470.570312
	Iteration 2Q: 3 clusters Score -1.364213e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -13642924.000000 Penalty: 13470.570312
	Iteration 3Q: 3 clusters Score -1.364292e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -13643666.000000 Penalty: 13470.570312
	Iteration 4Q: 3 clusters Score -1.364367e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -13644450.000000 Penalty: 13470.570312
	Iteration 5Q: 3 clusters Score -1.364445e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -13645212.000000 Penalty: 13470.570312
	Iteration 6Q: 3 clusters Score -1.364521e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -13646190.000000 Penalty: 13470.570312
	Iteration 7Q: 3 clusters Score -1.364619e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -13647373.000000 Penalty: 13470.570312
	Iteration 8Q: 3 clusters Score -1.364737e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -13648729.000000 Penalty: 13470.570312
	Iteration 9Q: 3 clusters Score -1.364873e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -13650301.000000 Penalty: 13470.570312
	Iteration 10F: 3 clusters Score -1.36503e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -13652308.000000 Penalty: 13470.570312
	Iteration 11F: 3 clusters Score -1.365231e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -13654346.000000 Penalty: 13470.570312
	Iteration 12F: 3 clusters Score -1.365435e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -13656477.000000 Penalty: 13470.570312
	Iteration 13Q: 3 clusters Score -1.365648e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -13658332.000000 Penalty: 13470.570312
	Iteration 14Q: 3 clusters Score -1.365833e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -13659848.000000 Penalty: 13470.570312
	Iteration 15Q: 3 clusters Score -1.365985e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -13660993.000000 Penalty: 13470.570312
	Iteration 16Q: 3 clusters Score -1.366099e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -13661782.000000 Penalty: 13470.570312
	Iteration 17Q: 3 clusters Score -1.366178e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -13662280.000000 Penalty: 13470.570312
	Iteration 18Q: 3 clusters Score -1.366228e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -13662573.000000 Penalty: 13470.570312
	Iteration 19Q: 3 clusters Score -1.366257e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -13662760.000000 Penalty: 13470.570312
	Iteration 20F: 3 clusters Score -1.366276e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -13662904.000000 Penalty: 13470.570312
	Iteration 21Q: 3 clusters Score -1.36629e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -13662980.000000 Penalty: 13470.570312
	Iteration 22Q: 3 clusters Score -1.366298e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -13663059.000000 Penalty: 13470.570312
	Iteration 23Q: 3 clusters Score -1.366306e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -13663063.000000 Penalty: 13470.570312
	Iteration 24Q: 3 clusters Score -1.366306e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -13663142.000000 Penalty: 13470.570312
	Iteration 25Q: 3 clusters Score -1.366314e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -13663174.000000 Penalty: 13470.570312
	Iteration 26Q: 3 clusters Score -1.366317e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -13663193.000000 Penalty: 13470.570312
	Iteration 27Q: 3 clusters Score -1.366319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -13663190.000000 Penalty: 13470.570312
	Iteration 28Q: 3 clusters Score -1.366319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -13663182.000000 Penalty: 13470.570312
	Iteration 29Q: 3 clusters Score -1.366318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -13663174.000000 Penalty: 13470.570312
	Iteration 30Q: 3 clusters Score -1.366317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -13663211.000000 Penalty: 13470.570312
	Iteration 31Q: 3 clusters Score -1.366321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -13663208.000000 Penalty: 13470.570312
	Iteration 32Q: 3 clusters Score -1.366321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -13663225.000000 Penalty: 13470.570312
	Iteration 33Q: 3 clusters Score -1.366322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -13663225.000000 Penalty: 13470.570312
	Iteration 34Q: 3 clusters Score -1.366322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -13663234.000000 Penalty: 13470.570312
	Iteration 35Q: 3 clusters Score -1.366323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -13663256.000000 Penalty: 13470.570312
	Iteration 36Q: 3 clusters Score -1.366326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -13663242.000000 Penalty: 13470.570312
	Iteration 37Q: 3 clusters Score -1.366324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
Score: -13663244.000000 Penalty: 13470.570312
	Iteration 38Q: 3 clusters Score -1.366324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -13663246.000000 Penalty: 13470.570312
	Iteration 39Q: 3 clusters Score -1.366325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -13663248.000000 Penalty: 13470.570312
	Iteration 40F: 3 clusters Score -1.366325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -13663240.000000 Penalty: 13470.570312
	Iteration 41Q: 3 clusters Score -1.366324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -13663245.000000 Penalty: 13470.570312
	Iteration 42Q: 3 clusters Score -1.366324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -13663252.000000 Penalty: 13470.570312
	Iteration 43Q: 3 clusters Score -1.366325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -13663245.000000 Penalty: 13470.570312
	Iteration 44Q: 3 clusters Score -1.366324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -13663245.000000 Penalty: 13470.570312
	Iteration 45F: 3 clusters Score -1.366324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (75082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Entering Unmasked Estep 
Score: -17152088.000000 Penalty: 6876.130859
	Iteration 0F: 2 clusters Score -1.715209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -17100660.000000 Penalty: 13752.261719
	Iteration 0F: 3 clusters Score -1.710066e+07 nChanged 33730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -17118816.000000 Penalty: 13752.261719
	Iteration 1F: 3 clusters Score -1.711882e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -17119778.000000 Penalty: 13752.261719
	Iteration 2Q: 3 clusters Score -1.711978e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -17120548.000000 Penalty: 13752.261719
	Iteration 3Q: 3 clusters Score -1.712055e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -17121502.000000 Penalty: 13752.261719
	Iteration 4Q: 3 clusters Score -1.71215e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -17122264.000000 Penalty: 13752.261719
	Iteration 5Q: 3 clusters Score -1.712226e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -17123186.000000 Penalty: 13752.261719
	Iteration 6Q: 3 clusters Score -1.712319e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -17124406.000000 Penalty: 13752.261719
	Iteration 7Q: 3 clusters Score -1.712441e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -17125974.000000 Penalty: 13752.261719
	Iteration 8Q: 3 clusters Score -1.712597e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -17127782.000000 Penalty: 13752.261719
	Iteration 9Q: 3 clusters Score -1.712778e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -17129720.000000 Penalty: 13752.261719
	Iteration 10F: 3 clusters Score -1.712972e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -17131710.000000 Penalty: 13752.261719
	Iteration 11F: 3 clusters Score -1.713171e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -17133514.000000 Penalty: 13752.261719
	Iteration 12Q: 3 clusters Score -1.713351e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -17135090.000000 Penalty: 13752.261719
	Iteration 13Q: 3 clusters Score -1.713509e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -17136574.000000 Penalty: 13752.261719
	Iteration 14Q: 3 clusters Score -1.713657e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -17138088.000000 Penalty: 13752.261719
	Iteration 15Q: 3 clusters Score -1.713809e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -17139534.000000 Penalty: 13752.261719
	Iteration 16Q: 3 clusters Score -1.713953e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -17141042.000000 Penalty: 13752.261719
	Iteration 17Q: 3 clusters Score -1.714104e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -17142328.000000 Penalty: 13752.261719
	Iteration 18Q: 3 clusters Score -1.714233e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -17143538.000000 Penalty: 13752.261719
	Iteration 19Q: 3 clusters Score -1.714354e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -17144368.000000 Penalty: 13752.261719
	Iteration 20F: 3 clusters Score -1.714437e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -17145018.000000 Penalty: 13752.261719
	Iteration 21Q: 3 clusters Score -1.714502e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -17145394.000000 Penalty: 13752.261719
	Iteration 22Q: 3 clusters Score -1.714539e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -17145636.000000 Penalty: 13752.261719
	Iteration 23Q: 3 clusters Score -1.714564e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -17145748.000000 Penalty: 13752.261719
	Iteration 24Q: 3 clusters Score -1.714575e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -17145838.000000 Penalty: 13752.261719
	Iteration 25Q: 3 clusters Score -1.714584e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -17145934.000000 Penalty: 13752.261719
	Iteration 26Q: 3 clusters Score -1.714593e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -17145994.000000 Penalty: 13752.261719
	Iteration 27Q: 3 clusters Score -1.714599e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 73828 members 
Entering Unmasked Estep 
Score: -17146026.000000 Penalty: 13752.261719
	Iteration 28Q: 3 clusters Score -1.714603e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -17146054.000000 Penalty: 13752.261719
	Iteration 29Q: 3 clusters Score -1.714605e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -17146102.000000 Penalty: 13752.261719
	Iteration 30Q: 3 clusters Score -1.71461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -17146126.000000 Penalty: 13752.261719
	Iteration 31Q: 3 clusters Score -1.714613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -17146112.000000 Penalty: 13752.261719
	Iteration 32Q: 3 clusters Score -1.714611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -17146134.000000 Penalty: 13752.261719
	Iteration 33Q: 3 clusters Score -1.714613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 73921 members 
Entering Unmasked Estep 
Score: -17146130.000000 Penalty: 13752.261719
	Iteration 34Q: 3 clusters Score -1.714613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -17146142.000000 Penalty: 13752.261719
	Iteration 35Q: 3 clusters Score -1.714614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -17146136.000000 Penalty: 13752.261719
	Iteration 36Q: 3 clusters Score -1.714614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -17146150.000000 Penalty: 13752.261719
	Iteration 37Q: 3 clusters Score -1.714615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -17146136.000000 Penalty: 13752.261719
	Iteration 38Q: 3 clusters Score -1.714614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -17146146.000000 Penalty: 13752.261719
	Iteration 39Q: 3 clusters Score -1.714615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -17146156.000000 Penalty: 13752.261719
	Iteration 40F: 3 clusters Score -1.714616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -17146150.000000 Penalty: 13752.261719
	Iteration 41Q: 3 clusters Score -1.714615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -17146152.000000 Penalty: 13752.261719
	Iteration 42Q: 3 clusters Score -1.714615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -17146142.000000 Penalty: 13752.261719
	Iteration 43Q: 3 clusters Score -1.714614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -17146142.000000 Penalty: 13752.261719
	Iteration 44Q: 3 clusters Score -1.714614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -17146134.000000 Penalty: 13752.261719
	Iteration 45Q: 3 clusters Score -1.714613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -17146148.000000 Penalty: 13752.261719
	Iteration 46Q: 3 clusters Score -1.714615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -17146150.000000 Penalty: 13752.261719
	Iteration 47Q: 3 clusters Score -1.714615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
Score: -17146154.000000 Penalty: 13752.261719
	Iteration 48Q: 3 clusters Score -1.714615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 73950 members 
Entering Unmasked Estep 
Score: -17146162.000000 Penalty: 13752.261719
	Iteration 49Q: 3 clusters Score -1.714616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -17146164.000000 Penalty: 13752.261719
	Iteration 50Q: 3 clusters Score -1.714616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -17146174.000000 Penalty: 13752.261719
	Iteration 51Q: 3 clusters Score -1.714617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -17146184.000000 Penalty: 13752.261719
	Iteration 52Q: 3 clusters Score -1.714618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -17146176.000000 Penalty: 13752.261719
	Iteration 53Q: 3 clusters Score -1.714618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -17146184.000000 Penalty: 13752.261719
	Iteration 54Q: 3 clusters Score -1.714618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -17146178.000000 Penalty: 13752.261719
	Iteration 55Q: 3 clusters Score -1.714618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 73964 members 
Entering Unmasked Estep 
Score: -17146180.000000 Penalty: 13752.261719
	Iteration 56Q: 3 clusters Score -1.714618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -17146178.000000 Penalty: 13752.261719
	Iteration 57Q: 3 clusters Score -1.714618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -17146172.000000 Penalty: 13752.261719
	Iteration 58Q: 3 clusters Score -1.714617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -17146188.000000 Penalty: 13752.261719
	Iteration 59Q: 3 clusters Score -1.714619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -17146188.000000 Penalty: 13752.261719
	Iteration 60F: 3 clusters Score -1.714619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Entering Unmasked Estep 
Score: -11408648.000000 Penalty: 6628.007812
	Iteration 0F: 2 clusters Score -1.140865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -11372976.000000 Penalty: 13256.015625
	Iteration 0F: 3 clusters Score -1.137298e+07 nChanged 22029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -11384760.000000 Penalty: 13256.015625
	Iteration 1F: 3 clusters Score -1.138476e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -11385737.000000 Penalty: 13256.015625
	Iteration 2F: 3 clusters Score -1.138574e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -11386564.000000 Penalty: 13256.015625
	Iteration 3Q: 3 clusters Score -1.138656e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -11387218.000000 Penalty: 13256.015625
	Iteration 4Q: 3 clusters Score -1.138722e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -11387697.000000 Penalty: 13256.015625
	Iteration 5Q: 3 clusters Score -1.13877e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -11388225.000000 Penalty: 13256.015625
	Iteration 6Q: 3 clusters Score -1.138822e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -11388862.000000 Penalty: 13256.015625
	Iteration 7Q: 3 clusters Score -1.138886e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -11389491.000000 Penalty: 13256.015625
	Iteration 8Q: 3 clusters Score -1.138949e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -11390233.000000 Penalty: 13256.015625
	Iteration 9Q: 3 clusters Score -1.139023e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -11391187.000000 Penalty: 13256.015625
	Iteration 10Q: 3 clusters Score -1.139119e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -11392280.000000 Penalty: 13256.015625
	Iteration 11Q: 3 clusters Score -1.139228e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -11393722.000000 Penalty: 13256.015625
	Iteration 12Q: 3 clusters Score -1.139372e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -11395267.000000 Penalty: 13256.015625
	Iteration 13Q: 3 clusters Score -1.139527e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -11396845.000000 Penalty: 13256.015625
	Iteration 14Q: 3 clusters Score -1.139684e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -11398407.000000 Penalty: 13256.015625
	Iteration 15Q: 3 clusters Score -1.139841e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -11399753.000000 Penalty: 13256.015625
	Iteration 16Q: 3 clusters Score -1.139975e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -11400752.000000 Penalty: 13256.015625
	Iteration 17Q: 3 clusters Score -1.140075e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -11401521.000000 Penalty: 13256.015625
	Iteration 18Q: 3 clusters Score -1.140152e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -11401975.000000 Penalty: 13256.015625
	Iteration 19Q: 3 clusters Score -1.140198e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -11402286.000000 Penalty: 13256.015625
	Iteration 20F: 3 clusters Score -1.140229e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -11402452.000000 Penalty: 13256.015625
	Iteration 21Q: 3 clusters Score -1.140245e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -11402573.000000 Penalty: 13256.015625
	Iteration 22Q: 3 clusters Score -1.140257e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -11402657.000000 Penalty: 13256.015625
	Iteration 23Q: 3 clusters Score -1.140266e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -11402707.000000 Penalty: 13256.015625
	Iteration 24Q: 3 clusters Score -1.140271e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -11402778.000000 Penalty: 13256.015625
	Iteration 25Q: 3 clusters Score -1.140278e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -11402815.000000 Penalty: 13256.015625
	Iteration 26Q: 3 clusters Score -1.140282e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -11402864.000000 Penalty: 13256.015625
	Iteration 27Q: 3 clusters Score -1.140286e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -11402897.000000 Penalty: 13256.015625
	Iteration 28Q: 3 clusters Score -1.14029e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -11402902.000000 Penalty: 13256.015625
	Iteration 29Q: 3 clusters Score -1.14029e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -11402913.000000 Penalty: 13256.015625
	Iteration 30Q: 3 clusters Score -1.140291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -11402940.000000 Penalty: 13256.015625
	Iteration 31Q: 3 clusters Score -1.140294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -11402945.000000 Penalty: 13256.015625
	Iteration 32Q: 3 clusters Score -1.140294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -11402962.000000 Penalty: 13256.015625
	Iteration 33Q: 3 clusters Score -1.140296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -11402992.000000 Penalty: 13256.015625
	Iteration 34Q: 3 clusters Score -1.140299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -11402992.000000 Penalty: 13256.015625
	Iteration 35Q: 3 clusters Score -1.140299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -11402998.000000 Penalty: 13256.015625
	Iteration 36Q: 3 clusters Score -1.1403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -11402997.000000 Penalty: 13256.015625
	Iteration 37Q: 3 clusters Score -1.1403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -11403007.000000 Penalty: 13256.015625
	Iteration 38Q: 3 clusters Score -1.140301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -11403006.000000 Penalty: 13256.015625
	Iteration 39Q: 3 clusters Score -1.140301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -11403007.000000 Penalty: 13256.015625
	Iteration 40F: 3 clusters Score -1.140301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -11403007.000000 Penalty: 13256.015625
	Iteration 41Q: 3 clusters Score -1.140301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -11403007.000000 Penalty: 13256.015625
	Iteration 42Q: 3 clusters Score -1.140301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -11403008.000000 Penalty: 13256.015625
	Iteration 43Q: 3 clusters Score -1.140301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -11403010.000000 Penalty: 13256.015625
	Iteration 44Q: 3 clusters Score -1.140301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -11403018.000000 Penalty: 13256.015625
	Iteration 45Q: 3 clusters Score -1.140302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -11403021.000000 Penalty: 13256.015625
	Iteration 46Q: 3 clusters Score -1.140302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -11403027.000000 Penalty: 13256.015625
	Iteration 47Q: 3 clusters Score -1.140303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -11403024.000000 Penalty: 13256.015625
	Iteration 48Q: 3 clusters Score -1.140302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -11403020.000000 Penalty: 13256.015625
	Iteration 49Q: 3 clusters Score -1.140302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -11403025.000000 Penalty: 13256.015625
	Iteration 50Q: 3 clusters Score -1.140302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -11403025.000000 Penalty: 13256.015625
	Iteration 51F: 3 clusters Score -1.140302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Entering Unmasked Estep 
Score: -5932703.500000 Penalty: 6223.206055
	Iteration 0F: 2 clusters Score -5932704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -5912471.000000 Penalty: 12446.412109
	Iteration 0F: 3 clusters Score -5912471 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -5918012.500000 Penalty: 12446.412109
	Iteration 1F: 3 clusters Score -5918012 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -5918744.500000 Penalty: 12446.412109
	Iteration 2F: 3 clusters Score -5918744 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -5919202.000000 Penalty: 12446.412109
	Iteration 3Q: 3 clusters Score -5919202 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -5919575.000000 Penalty: 12446.412109
	Iteration 4Q: 3 clusters Score -5919575 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -5919970.500000 Penalty: 12446.412109
	Iteration 5Q: 3 clusters Score -5919970 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -5920417.000000 Penalty: 12446.412109
	Iteration 6Q: 3 clusters Score -5920417 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -5920788.000000 Penalty: 12446.412109
	Iteration 7Q: 3 clusters Score -5920788 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -5921285.500000 Penalty: 12446.412109
	Iteration 8Q: 3 clusters Score -5921286 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -5921823.500000 Penalty: 12446.412109
	Iteration 9Q: 3 clusters Score -5921824 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -5922464.000000 Penalty: 12446.412109
	Iteration 10Q: 3 clusters Score -5922464 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -5923246.000000 Penalty: 12446.412109
	Iteration 11Q: 3 clusters Score -5923246 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -5924040.500000 Penalty: 12446.412109
	Iteration 12Q: 3 clusters Score -5924040 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -5924740.500000 Penalty: 12446.412109
	Iteration 13Q: 3 clusters Score -5924740 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5925331.500000 Penalty: 12446.412109
	Iteration 14Q: 3 clusters Score -5925332 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -5925902.000000 Penalty: 12446.412109
	Iteration 15Q: 3 clusters Score -5925902 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5926335.500000 Penalty: 12446.412109
	Iteration 16Q: 3 clusters Score -5926336 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -5926671.000000 Penalty: 12446.412109
	Iteration 17Q: 3 clusters Score -5926671 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -5926990.500000 Penalty: 12446.412109
	Iteration 18Q: 3 clusters Score -5926990 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -5927300.000000 Penalty: 12446.412109
	Iteration 19Q: 3 clusters Score -5927300 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -5927463.000000 Penalty: 12446.412109
	Iteration 20F: 3 clusters Score -5927463 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -5927582.500000 Penalty: 12446.412109
	Iteration 21Q: 3 clusters Score -5927582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -5927633.000000 Penalty: 12446.412109
	Iteration 22Q: 3 clusters Score -5927633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -5927671.500000 Penalty: 12446.412109
	Iteration 23Q: 3 clusters Score -5927672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -5927693.000000 Penalty: 12446.412109
	Iteration 24Q: 3 clusters Score -5927693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -5927705.500000 Penalty: 12446.412109
	Iteration 25Q: 3 clusters Score -5927706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -5927704.500000 Penalty: 12446.412109
	Iteration 26Q: 3 clusters Score -5927704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -5927720.500000 Penalty: 12446.412109
	Iteration 27Q: 3 clusters Score -5927720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -5927721.000000 Penalty: 12446.412109
	Iteration 28Q: 3 clusters Score -5927721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -5927738.500000 Penalty: 12446.412109
	Iteration 29Q: 3 clusters Score -5927738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -5927737.500000 Penalty: 12446.412109
	Iteration 30Q: 3 clusters Score -5927738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -5927752.500000 Penalty: 12446.412109
	Iteration 31Q: 3 clusters Score -5927752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -5927748.500000 Penalty: 12446.412109
	Iteration 32Q: 3 clusters Score -5927748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5927747.500000 Penalty: 12446.412109
	Iteration 33Q: 3 clusters Score -5927748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -5927753.500000 Penalty: 12446.412109
	Iteration 34Q: 3 clusters Score -5927754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -5927756.000000 Penalty: 12446.412109
	Iteration 35Q: 3 clusters Score -5927756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -5927768.000000 Penalty: 12446.412109
	Iteration 36Q: 3 clusters Score -5927768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5927778.500000 Penalty: 12446.412109
	Iteration 37Q: 3 clusters Score -5927778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5927785.000000 Penalty: 12446.412109
	Iteration 38Q: 3 clusters Score -5927785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -5927785.000000 Penalty: 12446.412109
	Iteration 39Q: 3 clusters Score -5927785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5927774.500000 Penalty: 12446.412109
	Iteration 40F: 3 clusters Score -5927774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (65028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65028 members 
Entering Unmasked Estep 
Score: -14303981.000000 Penalty: 6788.075684
	Iteration 0F: 2 clusters Score -1.430398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -14258455.000000 Penalty: 13576.151367
	Iteration 0F: 3 clusters Score -1.425846e+07 nChanged 29119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -14274579.000000 Penalty: 13576.151367
	Iteration 1F: 3 clusters Score -1.427458e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -14275802.000000 Penalty: 13576.151367
	Iteration 2F: 3 clusters Score -1.42758e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -14276969.000000 Penalty: 13576.151367
	Iteration 3Q: 3 clusters Score -1.427697e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -14278295.000000 Penalty: 13576.151367
	Iteration 4Q: 3 clusters Score -1.42783e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -14279386.000000 Penalty: 13576.151367
	Iteration 5Q: 3 clusters Score -1.427939e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -14280561.000000 Penalty: 13576.151367
	Iteration 6Q: 3 clusters Score -1.428056e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -14281694.000000 Penalty: 13576.151367
	Iteration 7Q: 3 clusters Score -1.428169e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -14282953.000000 Penalty: 13576.151367
	Iteration 8Q: 3 clusters Score -1.428295e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -14283990.000000 Penalty: 13576.151367
	Iteration 9Q: 3 clusters Score -1.428399e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -14285071.000000 Penalty: 13576.151367
	Iteration 10Q: 3 clusters Score -1.428507e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -14286065.000000 Penalty: 13576.151367
	Iteration 11Q: 3 clusters Score -1.428606e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -14287023.000000 Penalty: 13576.151367
	Iteration 12Q: 3 clusters Score -1.428702e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -14287955.000000 Penalty: 13576.151367
	Iteration 13Q: 3 clusters Score -1.428796e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -14288930.000000 Penalty: 13576.151367
	Iteration 14Q: 3 clusters Score -1.428893e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -14289824.000000 Penalty: 13576.151367
	Iteration 15Q: 3 clusters Score -1.428982e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -14290600.000000 Penalty: 13576.151367
	Iteration 16Q: 3 clusters Score -1.42906e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -14291165.000000 Penalty: 13576.151367
	Iteration 17Q: 3 clusters Score -1.429116e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -14291568.000000 Penalty: 13576.151367
	Iteration 18Q: 3 clusters Score -1.429157e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -14291885.000000 Penalty: 13576.151367
	Iteration 19Q: 3 clusters Score -1.429188e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -14292119.000000 Penalty: 13576.151367
	Iteration 20F: 3 clusters Score -1.429212e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -14292258.000000 Penalty: 13576.151367
	Iteration 21Q: 3 clusters Score -1.429226e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -14292416.000000 Penalty: 13576.151367
	Iteration 22Q: 3 clusters Score -1.429242e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -14292578.000000 Penalty: 13576.151367
	Iteration 23Q: 3 clusters Score -1.429258e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -14292706.000000 Penalty: 13576.151367
	Iteration 24Q: 3 clusters Score -1.429271e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -14292859.000000 Penalty: 13576.151367
	Iteration 25Q: 3 clusters Score -1.429286e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -14293063.000000 Penalty: 13576.151367
	Iteration 26Q: 3 clusters Score -1.429306e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -14293204.000000 Penalty: 13576.151367
	Iteration 27Q: 3 clusters Score -1.42932e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -14293416.000000 Penalty: 13576.151367
	Iteration 28Q: 3 clusters Score -1.429342e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -14293601.000000 Penalty: 13576.151367
	Iteration 29Q: 3 clusters Score -1.42936e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -14293786.000000 Penalty: 13576.151367
	Iteration 30Q: 3 clusters Score -1.429379e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -14293975.000000 Penalty: 13576.151367
	Iteration 31Q: 3 clusters Score -1.429398e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -14294204.000000 Penalty: 13576.151367
	Iteration 32Q: 3 clusters Score -1.42942e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -14294339.000000 Penalty: 13576.151367
	Iteration 33Q: 3 clusters Score -1.429434e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -14294626.000000 Penalty: 13576.151367
	Iteration 34Q: 3 clusters Score -1.429463e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -14294874.000000 Penalty: 13576.151367
	Iteration 35Q: 3 clusters Score -1.429487e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -14295143.000000 Penalty: 13576.151367
	Iteration 36Q: 3 clusters Score -1.429514e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -14295335.000000 Penalty: 13576.151367
	Iteration 37Q: 3 clusters Score -1.429534e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -14295471.000000 Penalty: 13576.151367
	Iteration 38Q: 3 clusters Score -1.429547e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -14295658.000000 Penalty: 13576.151367
	Iteration 39Q: 3 clusters Score -1.429566e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -14295798.000000 Penalty: 13576.151367
	Iteration 40F: 3 clusters Score -1.42958e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -14295886.000000 Penalty: 13576.151367
	Iteration 41Q: 3 clusters Score -1.429589e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -14295965.000000 Penalty: 13576.151367
	Iteration 42Q: 3 clusters Score -1.429596e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -14296092.000000 Penalty: 13576.151367
	Iteration 43Q: 3 clusters Score -1.429609e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -14296173.000000 Penalty: 13576.151367
	Iteration 44Q: 3 clusters Score -1.429617e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -14296217.000000 Penalty: 13576.151367
	Iteration 45Q: 3 clusters Score -1.429622e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -14296268.000000 Penalty: 13576.151367
	Iteration 46Q: 3 clusters Score -1.429627e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -14296305.000000 Penalty: 13576.151367
	Iteration 47Q: 3 clusters Score -1.42963e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -14296354.000000 Penalty: 13576.151367
	Iteration 48Q: 3 clusters Score -1.429635e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -14296386.000000 Penalty: 13576.151367
	Iteration 49Q: 3 clusters Score -1.429639e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -14296432.000000 Penalty: 13576.151367
	Iteration 50Q: 3 clusters Score -1.429643e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -14296448.000000 Penalty: 13576.151367
	Iteration 51Q: 3 clusters Score -1.429645e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -14296434.000000 Penalty: 13576.151367
	Iteration 52Q: 3 clusters Score -1.429643e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -14296481.000000 Penalty: 13576.151367
	Iteration 53Q: 3 clusters Score -1.429648e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -14296495.000000 Penalty: 13576.151367
	Iteration 54Q: 3 clusters Score -1.42965e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -14296557.000000 Penalty: 13576.151367
	Iteration 55Q: 3 clusters Score -1.429656e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -14296619.000000 Penalty: 13576.151367
	Iteration 56Q: 3 clusters Score -1.429662e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -14296648.000000 Penalty: 13576.151367
	Iteration 57Q: 3 clusters Score -1.429665e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -14296663.000000 Penalty: 13576.151367
	Iteration 58Q: 3 clusters Score -1.429666e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -14296659.000000 Penalty: 13576.151367
	Iteration 59Q: 3 clusters Score -1.429666e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -14296698.000000 Penalty: 13576.151367
	Iteration 60F: 3 clusters Score -1.42967e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -14296734.000000 Penalty: 13576.151367
	Iteration 61Q: 3 clusters Score -1.429673e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -14296714.000000 Penalty: 13576.151367
	Iteration 62Q: 3 clusters Score -1.429671e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -14296716.000000 Penalty: 13576.151367
	Iteration 63Q: 3 clusters Score -1.429672e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -14296762.000000 Penalty: 13576.151367
	Iteration 64Q: 3 clusters Score -1.429676e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -14296743.000000 Penalty: 13576.151367
	Iteration 65Q: 3 clusters Score -1.429674e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -14296761.000000 Penalty: 13576.151367
	Iteration 66Q: 3 clusters Score -1.429676e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -14296768.000000 Penalty: 13576.151367
	Iteration 67Q: 3 clusters Score -1.429677e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -14296760.000000 Penalty: 13576.151367
	Iteration 68Q: 3 clusters Score -1.429676e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -14296770.000000 Penalty: 13576.151367
	Iteration 69Q: 3 clusters Score -1.429677e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -14296794.000000 Penalty: 13576.151367
	Iteration 70Q: 3 clusters Score -1.429679e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -14296799.000000 Penalty: 13576.151367
	Iteration 71Q: 3 clusters Score -1.42968e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -14296795.000000 Penalty: 13576.151367
	Iteration 72Q: 3 clusters Score -1.42968e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -14296820.000000 Penalty: 13576.151367
	Iteration 73Q: 3 clusters Score -1.429682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -14296794.000000 Penalty: 13576.151367
	Iteration 74Q: 3 clusters Score -1.429679e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -14296782.000000 Penalty: 13576.151367
	Iteration 75Q: 3 clusters Score -1.429678e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -14296793.000000 Penalty: 13576.151367
	Iteration 76Q: 3 clusters Score -1.429679e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -14296793.000000 Penalty: 13576.151367
	Iteration 77Q: 3 clusters Score -1.429679e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -14296821.000000 Penalty: 13576.151367
	Iteration 78Q: 3 clusters Score -1.429682e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -14296801.000000 Penalty: 13576.151367
	Iteration 79Q: 3 clusters Score -1.42968e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -14296780.000000 Penalty: 13576.151367
	Iteration 80F: 3 clusters Score -1.429678e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -14296793.000000 Penalty: 13576.151367
	Iteration 81Q: 3 clusters Score -1.429679e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -14296792.000000 Penalty: 13576.151367
	Iteration 82Q: 3 clusters Score -1.429679e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -14296798.000000 Penalty: 13576.151367
	Iteration 83Q: 3 clusters Score -1.42968e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -14296799.000000 Penalty: 13576.151367
	Iteration 84Q: 3 clusters Score -1.42968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -14296792.000000 Penalty: 13576.151367
	Iteration 85Q: 3 clusters Score -1.429679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -14296810.000000 Penalty: 13576.151367
	Iteration 86Q: 3 clusters Score -1.429681e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -14296819.000000 Penalty: 13576.151367
	Iteration 87Q: 3 clusters Score -1.429682e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -14296825.000000 Penalty: 13576.151367
	Iteration 88Q: 3 clusters Score -1.429682e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -14296802.000000 Penalty: 13576.151367
	Iteration 89Q: 3 clusters Score -1.42968e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -14296838.000000 Penalty: 13576.151367
	Iteration 90Q: 3 clusters Score -1.429684e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -14296834.000000 Penalty: 13576.151367
	Iteration 91Q: 3 clusters Score -1.429683e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -14296827.000000 Penalty: 13576.151367
	Iteration 92Q: 3 clusters Score -1.429683e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -14296837.000000 Penalty: 13576.151367
	Iteration 93Q: 3 clusters Score -1.429684e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -14296825.000000 Penalty: 13576.151367
	Iteration 94Q: 3 clusters Score -1.429682e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -14296850.000000 Penalty: 13576.151367
	Iteration 95Q: 3 clusters Score -1.429685e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -14296858.000000 Penalty: 13576.151367
	Iteration 96Q: 3 clusters Score -1.429686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -14296851.000000 Penalty: 13576.151367
	Iteration 97Q: 3 clusters Score -1.429685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -14296846.000000 Penalty: 13576.151367
	Iteration 98Q: 3 clusters Score -1.429685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -14296854.000000 Penalty: 13576.151367
	Iteration 99Q: 3 clusters Score -1.429685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -14296853.000000 Penalty: 13576.151367
	Iteration 100F: 3 clusters Score -1.429685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -14296848.000000 Penalty: 13576.151367
	Iteration 101Q: 3 clusters Score -1.429685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -14296847.000000 Penalty: 13576.151367
	Iteration 102Q: 3 clusters Score -1.429685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -14296850.000000 Penalty: 13576.151367
	Iteration 103Q: 3 clusters Score -1.429685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -14296843.000000 Penalty: 13576.151367
	Iteration 104Q: 3 clusters Score -1.429684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -14296844.000000 Penalty: 13576.151367
	Iteration 105Q: 3 clusters Score -1.429684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -14296860.000000 Penalty: 13576.151367
	Iteration 106Q: 3 clusters Score -1.429686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -14296851.000000 Penalty: 13576.151367
	Iteration 107Q: 3 clusters Score -1.429685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -14296867.000000 Penalty: 13576.151367
	Iteration 108Q: 3 clusters Score -1.429687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -14296867.000000 Penalty: 13576.151367
	Iteration 109Q: 3 clusters Score -1.429687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -14296866.000000 Penalty: 13576.151367
	Iteration 110Q: 3 clusters Score -1.429687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -14296860.000000 Penalty: 13576.151367
	Iteration 111Q: 3 clusters Score -1.429686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -14296893.000000 Penalty: 13576.151367
	Iteration 112Q: 3 clusters Score -1.429689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -14296898.000000 Penalty: 13576.151367
	Iteration 113Q: 3 clusters Score -1.42969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -14296898.000000 Penalty: 13576.151367
	Iteration 114Q: 3 clusters Score -1.42969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -14296915.000000 Penalty: 13576.151367
	Iteration 115Q: 3 clusters Score -1.429692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -14296912.000000 Penalty: 13576.151367
	Iteration 116Q: 3 clusters Score -1.429691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -14296901.000000 Penalty: 13576.151367
	Iteration 117Q: 3 clusters Score -1.42969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -14296894.000000 Penalty: 13576.151367
	Iteration 118Q: 3 clusters Score -1.429689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -14296896.000000 Penalty: 13576.151367
	Iteration 119Q: 3 clusters Score -1.42969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -14296916.000000 Penalty: 13576.151367
	Iteration 120F: 3 clusters Score -1.429692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -14296900.000000 Penalty: 13576.151367
	Iteration 121Q: 3 clusters Score -1.42969e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -14296906.000000 Penalty: 13576.151367
	Iteration 122Q: 3 clusters Score -1.429691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -14296900.000000 Penalty: 13576.151367
	Iteration 123Q: 3 clusters Score -1.42969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -14296909.000000 Penalty: 13576.151367
	Iteration 124Q: 3 clusters Score -1.429691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -14296886.000000 Penalty: 13576.151367
	Iteration 125Q: 3 clusters Score -1.429689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -14296900.000000 Penalty: 13576.151367
	Iteration 126Q: 3 clusters Score -1.42969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -14296902.000000 Penalty: 13576.151367
	Iteration 127Q: 3 clusters Score -1.42969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -14296901.000000 Penalty: 13576.151367
	Iteration 128Q: 3 clusters Score -1.42969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -14296910.000000 Penalty: 13576.151367
	Iteration 129Q: 3 clusters Score -1.429691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -14296902.000000 Penalty: 13576.151367
	Iteration 130Q: 3 clusters Score -1.42969e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -14296900.000000 Penalty: 13576.151367
	Iteration 131Q: 3 clusters Score -1.42969e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -14296916.000000 Penalty: 13576.151367
	Iteration 132Q: 3 clusters Score -1.429692e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -14296929.000000 Penalty: 13576.151367
	Iteration 133Q: 3 clusters Score -1.429693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -14296928.000000 Penalty: 13576.151367
	Iteration 134Q: 3 clusters Score -1.429693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -14296914.000000 Penalty: 13576.151367
	Iteration 135Q: 3 clusters Score -1.429691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -14296906.000000 Penalty: 13576.151367
	Iteration 136Q: 3 clusters Score -1.429691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -14296904.000000 Penalty: 13576.151367
	Iteration 137Q: 3 clusters Score -1.42969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -14296904.000000 Penalty: 13576.151367
	Iteration 138Q: 3 clusters Score -1.42969e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -14296893.000000 Penalty: 13576.151367
	Iteration 139Q: 3 clusters Score -1.429689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -14296901.000000 Penalty: 13576.151367
	Iteration 140F: 3 clusters Score -1.42969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -14296900.000000 Penalty: 13576.151367
	Iteration 141Q: 3 clusters Score -1.42969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -14296896.000000 Penalty: 13576.151367
	Iteration 142Q: 3 clusters Score -1.42969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -14296896.000000 Penalty: 13576.151367
	Iteration 143Q: 3 clusters Score -1.42969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -14296904.000000 Penalty: 13576.151367
	Iteration 144Q: 3 clusters Score -1.42969e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -14296909.000000 Penalty: 13576.151367
	Iteration 145Q: 3 clusters Score -1.429691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -14296928.000000 Penalty: 13576.151367
	Iteration 146Q: 3 clusters Score -1.429693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -14296910.000000 Penalty: 13576.151367
	Iteration 147Q: 3 clusters Score -1.429691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -14296906.000000 Penalty: 13576.151367
	Iteration 148Q: 3 clusters Score -1.429691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -14296896.000000 Penalty: 13576.151367
	Iteration 149Q: 3 clusters Score -1.42969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -14296911.000000 Penalty: 13576.151367
	Iteration 150Q: 3 clusters Score -1.429691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -14296924.000000 Penalty: 13576.151367
	Iteration 151Q: 3 clusters Score -1.429692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -14296912.000000 Penalty: 13576.151367
	Iteration 152Q: 3 clusters Score -1.429691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -14296909.000000 Penalty: 13576.151367
	Iteration 153Q: 3 clusters Score -1.429691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -14296912.000000 Penalty: 13576.151367
	Iteration 154Q: 3 clusters Score -1.429691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -14296913.000000 Penalty: 13576.151367
	Iteration 155Q: 3 clusters Score -1.429691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -14296906.000000 Penalty: 13576.151367
	Iteration 156Q: 3 clusters Score -1.429691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -14296908.000000 Penalty: 13576.151367
	Iteration 157Q: 3 clusters Score -1.429691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -14296904.000000 Penalty: 13576.151367
	Iteration 158Q: 3 clusters Score -1.42969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -14296921.000000 Penalty: 13576.151367
	Iteration 159Q: 3 clusters Score -1.429692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -14296907.000000 Penalty: 13576.151367
	Iteration 160F: 3 clusters Score -1.429691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -14296906.000000 Penalty: 13576.151367
	Iteration 161Q: 3 clusters Score -1.429691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -14296894.000000 Penalty: 13576.151367
	Iteration 162Q: 3 clusters Score -1.429689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -14296901.000000 Penalty: 13576.151367
	Iteration 163Q: 3 clusters Score -1.42969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -14296887.000000 Penalty: 13576.151367
	Iteration 164Q: 3 clusters Score -1.429689e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -14296902.000000 Penalty: 13576.151367
	Iteration 165Q: 3 clusters Score -1.42969e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -14296889.000000 Penalty: 13576.151367
	Iteration 166Q: 3 clusters Score -1.429689e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -14296892.000000 Penalty: 13576.151367
	Iteration 167Q: 3 clusters Score -1.429689e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -14296895.000000 Penalty: 13576.151367
	Iteration 168Q: 3 clusters Score -1.42969e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -14296933.000000 Penalty: 13576.151367
	Iteration 169Q: 3 clusters Score -1.429693e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -14296934.000000 Penalty: 13576.151367
	Iteration 170Q: 3 clusters Score -1.429693e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -14296944.000000 Penalty: 13576.151367
	Iteration 171Q: 3 clusters Score -1.429694e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -14296945.000000 Penalty: 13576.151367
	Iteration 172Q: 3 clusters Score -1.429694e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -14296948.000000 Penalty: 13576.151367
	Iteration 173Q: 3 clusters Score -1.429695e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -14296943.000000 Penalty: 13576.151367
	Iteration 174Q: 3 clusters Score -1.429694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -14296964.000000 Penalty: 13576.151367
	Iteration 175Q: 3 clusters Score -1.429696e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -14296970.000000 Penalty: 13576.151367
	Iteration 176Q: 3 clusters Score -1.429697e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -14296952.000000 Penalty: 13576.151367
	Iteration 177Q: 3 clusters Score -1.429695e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -14296988.000000 Penalty: 13576.151367
	Iteration 178Q: 3 clusters Score -1.429699e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -14296992.000000 Penalty: 13576.151367
	Iteration 179Q: 3 clusters Score -1.429699e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -14296974.000000 Penalty: 13576.151367
	Iteration 180F: 3 clusters Score -1.429697e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -14296966.000000 Penalty: 13576.151367
	Iteration 181Q: 3 clusters Score -1.429697e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -14296979.000000 Penalty: 13576.151367
	Iteration 182Q: 3 clusters Score -1.429698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -14297007.000000 Penalty: 13576.151367
	Iteration 183Q: 3 clusters Score -1.429701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -14296995.000000 Penalty: 13576.151367
	Iteration 184Q: 3 clusters Score -1.4297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -14297008.000000 Penalty: 13576.151367
	Iteration 185Q: 3 clusters Score -1.429701e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -14297016.000000 Penalty: 13576.151367
	Iteration 186Q: 3 clusters Score -1.429702e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -14296995.000000 Penalty: 13576.151367
	Iteration 187Q: 3 clusters Score -1.4297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -14296989.000000 Penalty: 13576.151367
	Iteration 188Q: 3 clusters Score -1.429699e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -14297000.000000 Penalty: 13576.151367
	Iteration 189Q: 3 clusters Score -1.4297e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -14297003.000000 Penalty: 13576.151367
	Iteration 190Q: 3 clusters Score -1.4297e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -14297021.000000 Penalty: 13576.151367
	Iteration 191Q: 3 clusters Score -1.429702e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -14297031.000000 Penalty: 13576.151367
	Iteration 192Q: 3 clusters Score -1.429703e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -14297026.000000 Penalty: 13576.151367
	Iteration 193Q: 3 clusters Score -1.429703e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -14297028.000000 Penalty: 13576.151367
	Iteration 194Q: 3 clusters Score -1.429703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -14297025.000000 Penalty: 13576.151367
	Iteration 195Q: 3 clusters Score -1.429702e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -14297042.000000 Penalty: 13576.151367
	Iteration 196Q: 3 clusters Score -1.429704e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -14297041.000000 Penalty: 13576.151367
	Iteration 197Q: 3 clusters Score -1.429704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -14297045.000000 Penalty: 13576.151367
	Iteration 198Q: 3 clusters Score -1.429704e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -14297064.000000 Penalty: 13576.151367
	Iteration 199Q: 3 clusters Score -1.429706e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -14297058.000000 Penalty: 13576.151367
	Iteration 200F: 3 clusters Score -1.429706e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -14297040.000000 Penalty: 13576.151367
	Iteration 201Q: 3 clusters Score -1.429704e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -14297038.000000 Penalty: 13576.151367
	Iteration 202Q: 3 clusters Score -1.429704e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -14297089.000000 Penalty: 13576.151367
	Iteration 203Q: 3 clusters Score -1.429709e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -14297081.000000 Penalty: 13576.151367
	Iteration 204Q: 3 clusters Score -1.429708e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -14297061.000000 Penalty: 13576.151367
	Iteration 205Q: 3 clusters Score -1.429706e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -14297072.000000 Penalty: 13576.151367
	Iteration 206Q: 3 clusters Score -1.429707e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -14297072.000000 Penalty: 13576.151367
	Iteration 207Q: 3 clusters Score -1.429707e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -14297087.000000 Penalty: 13576.151367
	Iteration 208Q: 3 clusters Score -1.429709e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -14297095.000000 Penalty: 13576.151367
	Iteration 209Q: 3 clusters Score -1.42971e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -14297104.000000 Penalty: 13576.151367
	Iteration 210Q: 3 clusters Score -1.42971e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -14297115.000000 Penalty: 13576.151367
	Iteration 211Q: 3 clusters Score -1.429712e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -14297109.000000 Penalty: 13576.151367
	Iteration 212Q: 3 clusters Score -1.429711e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -14297119.000000 Penalty: 13576.151367
	Iteration 213Q: 3 clusters Score -1.429712e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -14297150.000000 Penalty: 13576.151367
	Iteration 214Q: 3 clusters Score -1.429715e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -14297148.000000 Penalty: 13576.151367
	Iteration 215Q: 3 clusters Score -1.429715e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -14297168.000000 Penalty: 13576.151367
	Iteration 216Q: 3 clusters Score -1.429717e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -14297177.000000 Penalty: 13576.151367
	Iteration 217Q: 3 clusters Score -1.429718e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -14297174.000000 Penalty: 13576.151367
	Iteration 218Q: 3 clusters Score -1.429717e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -14297177.000000 Penalty: 13576.151367
	Iteration 219Q: 3 clusters Score -1.429718e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -14297186.000000 Penalty: 13576.151367
	Iteration 220F: 3 clusters Score -1.429719e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -14297196.000000 Penalty: 13576.151367
	Iteration 221Q: 3 clusters Score -1.42972e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -14297211.000000 Penalty: 13576.151367
	Iteration 222Q: 3 clusters Score -1.429721e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -14297236.000000 Penalty: 13576.151367
	Iteration 223Q: 3 clusters Score -1.429724e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -14297240.000000 Penalty: 13576.151367
	Iteration 224Q: 3 clusters Score -1.429724e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -14297298.000000 Penalty: 13576.151367
	Iteration 225Q: 3 clusters Score -1.42973e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -14297328.000000 Penalty: 13576.151367
	Iteration 226Q: 3 clusters Score -1.429733e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -14297339.000000 Penalty: 13576.151367
	Iteration 227Q: 3 clusters Score -1.429734e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -14297335.000000 Penalty: 13576.151367
	Iteration 228Q: 3 clusters Score -1.429734e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -14297343.000000 Penalty: 13576.151367
	Iteration 229Q: 3 clusters Score -1.429734e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -14297356.000000 Penalty: 13576.151367
	Iteration 230Q: 3 clusters Score -1.429736e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -14297375.000000 Penalty: 13576.151367
	Iteration 231Q: 3 clusters Score -1.429738e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -14297409.000000 Penalty: 13576.151367
	Iteration 232Q: 3 clusters Score -1.429741e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -14297359.000000 Penalty: 13576.151367
	Iteration 233Q: 3 clusters Score -1.429736e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -14297353.000000 Penalty: 13576.151367
	Iteration 234Q: 3 clusters Score -1.429735e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -14297359.000000 Penalty: 13576.151367
	Iteration 235Q: 3 clusters Score -1.429736e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -14297374.000000 Penalty: 13576.151367
	Iteration 236Q: 3 clusters Score -1.429737e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -14297415.000000 Penalty: 13576.151367
	Iteration 237Q: 3 clusters Score -1.429742e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -14297414.000000 Penalty: 13576.151367
	Iteration 238Q: 3 clusters Score -1.429741e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -14297469.000000 Penalty: 13576.151367
	Iteration 239Q: 3 clusters Score -1.429747e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -14297455.000000 Penalty: 13576.151367
	Iteration 240F: 3 clusters Score -1.429746e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -14297478.000000 Penalty: 13576.151367
	Iteration 241Q: 3 clusters Score -1.429748e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -14297540.000000 Penalty: 13576.151367
	Iteration 242Q: 3 clusters Score -1.429754e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -14297541.000000 Penalty: 13576.151367
	Iteration 243Q: 3 clusters Score -1.429754e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -14297516.000000 Penalty: 13576.151367
	Iteration 244Q: 3 clusters Score -1.429752e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -14297497.000000 Penalty: 13576.151367
	Iteration 245Q: 3 clusters Score -1.42975e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -14297509.000000 Penalty: 13576.151367
	Iteration 246Q: 3 clusters Score -1.429751e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -14297501.000000 Penalty: 13576.151367
	Iteration 247Q: 3 clusters Score -1.42975e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -14297491.000000 Penalty: 13576.151367
	Iteration 248Q: 3 clusters Score -1.429749e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -14297518.000000 Penalty: 13576.151367
	Iteration 249Q: 3 clusters Score -1.429752e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -14297504.000000 Penalty: 13576.151367
	Iteration 250Q: 3 clusters Score -1.42975e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -14297530.000000 Penalty: 13576.151367
	Iteration 251Q: 3 clusters Score -1.429753e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -14297540.000000 Penalty: 13576.151367
	Iteration 252Q: 3 clusters Score -1.429754e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -14297537.000000 Penalty: 13576.151367
	Iteration 253Q: 3 clusters Score -1.429754e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -14297608.000000 Penalty: 13576.151367
	Iteration 254Q: 3 clusters Score -1.429761e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -14297613.000000 Penalty: 13576.151367
	Iteration 255Q: 3 clusters Score -1.429761e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -14297612.000000 Penalty: 13576.151367
	Iteration 256Q: 3 clusters Score -1.429761e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -14297636.000000 Penalty: 13576.151367
	Iteration 257Q: 3 clusters Score -1.429764e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -14297636.000000 Penalty: 13576.151367
	Iteration 258Q: 3 clusters Score -1.429764e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -14297657.000000 Penalty: 13576.151367
	Iteration 259Q: 3 clusters Score -1.429766e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -14297683.000000 Penalty: 13576.151367
	Iteration 260F: 3 clusters Score -1.429768e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -14297687.000000 Penalty: 13576.151367
	Iteration 261Q: 3 clusters Score -1.429769e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -14297682.000000 Penalty: 13576.151367
	Iteration 262Q: 3 clusters Score -1.429768e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -14297709.000000 Penalty: 13576.151367
	Iteration 263Q: 3 clusters Score -1.429771e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -14297700.000000 Penalty: 13576.151367
	Iteration 264Q: 3 clusters Score -1.42977e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -14297731.000000 Penalty: 13576.151367
	Iteration 265Q: 3 clusters Score -1.429773e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -14297752.000000 Penalty: 13576.151367
	Iteration 266Q: 3 clusters Score -1.429775e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -14297731.000000 Penalty: 13576.151367
	Iteration 267Q: 3 clusters Score -1.429773e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -14297759.000000 Penalty: 13576.151367
	Iteration 268Q: 3 clusters Score -1.429776e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -14297753.000000 Penalty: 13576.151367
	Iteration 269Q: 3 clusters Score -1.429775e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -14297791.000000 Penalty: 13576.151367
	Iteration 270Q: 3 clusters Score -1.429779e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -14297822.000000 Penalty: 13576.151367
	Iteration 271Q: 3 clusters Score -1.429782e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -14297832.000000 Penalty: 13576.151367
	Iteration 272Q: 3 clusters Score -1.429783e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -14297847.000000 Penalty: 13576.151367
	Iteration 273Q: 3 clusters Score -1.429785e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -14297848.000000 Penalty: 13576.151367
	Iteration 274Q: 3 clusters Score -1.429785e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -14297836.000000 Penalty: 13576.151367
	Iteration 275Q: 3 clusters Score -1.429784e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -14297831.000000 Penalty: 13576.151367
	Iteration 276Q: 3 clusters Score -1.429783e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -14297850.000000 Penalty: 13576.151367
	Iteration 277Q: 3 clusters Score -1.429785e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -14297870.000000 Penalty: 13576.151367
	Iteration 278Q: 3 clusters Score -1.429787e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -14297877.000000 Penalty: 13576.151367
	Iteration 279Q: 3 clusters Score -1.429788e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -14297905.000000 Penalty: 13576.151367
	Iteration 280F: 3 clusters Score -1.42979e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -14297906.000000 Penalty: 13576.151367
	Iteration 281Q: 3 clusters Score -1.429791e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -14297943.000000 Penalty: 13576.151367
	Iteration 282Q: 3 clusters Score -1.429794e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -14297946.000000 Penalty: 13576.151367
	Iteration 283Q: 3 clusters Score -1.429795e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -14297940.000000 Penalty: 13576.151367
	Iteration 284Q: 3 clusters Score -1.429794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -14297966.000000 Penalty: 13576.151367
	Iteration 285Q: 3 clusters Score -1.429797e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -14297979.000000 Penalty: 13576.151367
	Iteration 286Q: 3 clusters Score -1.429798e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -14298004.000000 Penalty: 13576.151367
	Iteration 287Q: 3 clusters Score -1.4298e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -14298023.000000 Penalty: 13576.151367
	Iteration 288Q: 3 clusters Score -1.429802e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -14298062.000000 Penalty: 13576.151367
	Iteration 289Q: 3 clusters Score -1.429806e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -14298117.000000 Penalty: 13576.151367
	Iteration 290Q: 3 clusters Score -1.429812e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -14298140.000000 Penalty: 13576.151367
	Iteration 291Q: 3 clusters Score -1.429814e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -14298168.000000 Penalty: 13576.151367
	Iteration 292Q: 3 clusters Score -1.429817e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -14298137.000000 Penalty: 13576.151367
	Iteration 293Q: 3 clusters Score -1.429814e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -14298160.000000 Penalty: 13576.151367
	Iteration 294Q: 3 clusters Score -1.429816e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -14298195.000000 Penalty: 13576.151367
	Iteration 295Q: 3 clusters Score -1.42982e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -14298198.000000 Penalty: 13576.151367
	Iteration 296Q: 3 clusters Score -1.42982e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -14298216.000000 Penalty: 13576.151367
	Iteration 297Q: 3 clusters Score -1.429822e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -14298222.000000 Penalty: 13576.151367
	Iteration 298Q: 3 clusters Score -1.429822e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -14298255.000000 Penalty: 13576.151367
	Iteration 299Q: 3 clusters Score -1.429826e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -14298267.000000 Penalty: 13576.151367
	Iteration 300F: 3 clusters Score -1.429827e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -14298271.000000 Penalty: 13576.151367
	Iteration 301Q: 3 clusters Score -1.429827e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -14298247.000000 Penalty: 13576.151367
	Iteration 302Q: 3 clusters Score -1.429825e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -14298283.000000 Penalty: 13576.151367
	Iteration 303Q: 3 clusters Score -1.429828e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -14298288.000000 Penalty: 13576.151367
	Iteration 304Q: 3 clusters Score -1.429829e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -14298294.000000 Penalty: 13576.151367
	Iteration 305Q: 3 clusters Score -1.429829e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -14298326.000000 Penalty: 13576.151367
	Iteration 306Q: 3 clusters Score -1.429833e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -14298315.000000 Penalty: 13576.151367
	Iteration 307Q: 3 clusters Score -1.429832e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -14298345.000000 Penalty: 13576.151367
	Iteration 308Q: 3 clusters Score -1.429834e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -14298363.000000 Penalty: 13576.151367
	Iteration 309Q: 3 clusters Score -1.429836e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -14298351.000000 Penalty: 13576.151367
	Iteration 310Q: 3 clusters Score -1.429835e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -14298358.000000 Penalty: 13576.151367
	Iteration 311Q: 3 clusters Score -1.429836e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -14298363.000000 Penalty: 13576.151367
	Iteration 312Q: 3 clusters Score -1.429836e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -14298365.000000 Penalty: 13576.151367
	Iteration 313Q: 3 clusters Score -1.429836e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -14298390.000000 Penalty: 13576.151367
	Iteration 314Q: 3 clusters Score -1.429839e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -14298384.000000 Penalty: 13576.151367
	Iteration 315Q: 3 clusters Score -1.429838e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -14298403.000000 Penalty: 13576.151367
	Iteration 316Q: 3 clusters Score -1.42984e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -14298412.000000 Penalty: 13576.151367
	Iteration 317Q: 3 clusters Score -1.429841e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -14298410.000000 Penalty: 13576.151367
	Iteration 318Q: 3 clusters Score -1.429841e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -14298440.000000 Penalty: 13576.151367
	Iteration 319Q: 3 clusters Score -1.429844e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -14298440.000000 Penalty: 13576.151367
	Iteration 320F: 3 clusters Score -1.429844e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -14298431.000000 Penalty: 13576.151367
	Iteration 321Q: 3 clusters Score -1.429843e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -14298444.000000 Penalty: 13576.151367
	Iteration 322Q: 3 clusters Score -1.429844e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -14298459.000000 Penalty: 13576.151367
	Iteration 323Q: 3 clusters Score -1.429846e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -14298472.000000 Penalty: 13576.151367
	Iteration 324Q: 3 clusters Score -1.429847e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -14298479.000000 Penalty: 13576.151367
	Iteration 325Q: 3 clusters Score -1.429848e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -14298456.000000 Penalty: 13576.151367
	Iteration 326Q: 3 clusters Score -1.429846e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -14298463.000000 Penalty: 13576.151367
	Iteration 327Q: 3 clusters Score -1.429846e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -14298482.000000 Penalty: 13576.151367
	Iteration 328Q: 3 clusters Score -1.429848e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -14298500.000000 Penalty: 13576.151367
	Iteration 329Q: 3 clusters Score -1.42985e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -14298501.000000 Penalty: 13576.151367
	Iteration 330Q: 3 clusters Score -1.42985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -14298520.000000 Penalty: 13576.151367
	Iteration 331Q: 3 clusters Score -1.429852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -14298543.000000 Penalty: 13576.151367
	Iteration 332Q: 3 clusters Score -1.429854e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -14298527.000000 Penalty: 13576.151367
	Iteration 333Q: 3 clusters Score -1.429853e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -14298534.000000 Penalty: 13576.151367
	Iteration 334Q: 3 clusters Score -1.429853e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -14298525.000000 Penalty: 13576.151367
	Iteration 335Q: 3 clusters Score -1.429852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -14298546.000000 Penalty: 13576.151367
	Iteration 336Q: 3 clusters Score -1.429855e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -14298565.000000 Penalty: 13576.151367
	Iteration 337Q: 3 clusters Score -1.429856e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -14298556.000000 Penalty: 13576.151367
	Iteration 338Q: 3 clusters Score -1.429856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -14298573.000000 Penalty: 13576.151367
	Iteration 339Q: 3 clusters Score -1.429857e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -14298576.000000 Penalty: 13576.151367
	Iteration 340F: 3 clusters Score -1.429858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -14298576.000000 Penalty: 13576.151367
	Iteration 341Q: 3 clusters Score -1.429858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -14298580.000000 Penalty: 13576.151367
	Iteration 342Q: 3 clusters Score -1.429858e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -14298601.000000 Penalty: 13576.151367
	Iteration 343Q: 3 clusters Score -1.42986e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -14298582.000000 Penalty: 13576.151367
	Iteration 344Q: 3 clusters Score -1.429858e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -14298613.000000 Penalty: 13576.151367
	Iteration 345Q: 3 clusters Score -1.429861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -14298625.000000 Penalty: 13576.151367
	Iteration 346Q: 3 clusters Score -1.429862e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -14298634.000000 Penalty: 13576.151367
	Iteration 347Q: 3 clusters Score -1.429863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -14298651.000000 Penalty: 13576.151367
	Iteration 348Q: 3 clusters Score -1.429865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 58730 members 
Entering Unmasked Estep 
Score: -14298642.000000 Penalty: 13576.151367
	Iteration 349Q: 3 clusters Score -1.429864e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -14298673.000000 Penalty: 13576.151367
	Iteration 350Q: 3 clusters Score -1.429867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -14298675.000000 Penalty: 13576.151367
	Iteration 351Q: 3 clusters Score -1.429868e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -14298675.000000 Penalty: 13576.151367
	Iteration 352Q: 3 clusters Score -1.429868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -14298690.000000 Penalty: 13576.151367
	Iteration 353Q: 3 clusters Score -1.429869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -14298688.000000 Penalty: 13576.151367
	Iteration 354Q: 3 clusters Score -1.429869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -14298696.000000 Penalty: 13576.151367
	Iteration 355Q: 3 clusters Score -1.42987e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -14298703.000000 Penalty: 13576.151367
	Iteration 356Q: 3 clusters Score -1.42987e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -14298707.000000 Penalty: 13576.151367
	Iteration 357Q: 3 clusters Score -1.429871e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -14298723.000000 Penalty: 13576.151367
	Iteration 358Q: 3 clusters Score -1.429872e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -14298730.000000 Penalty: 13576.151367
	Iteration 359Q: 3 clusters Score -1.429873e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -14298743.000000 Penalty: 13576.151367
	Iteration 360F: 3 clusters Score -1.429874e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -14298735.000000 Penalty: 13576.151367
	Iteration 361Q: 3 clusters Score -1.429874e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -14298736.000000 Penalty: 13576.151367
	Iteration 362Q: 3 clusters Score -1.429874e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -14298748.000000 Penalty: 13576.151367
	Iteration 363Q: 3 clusters Score -1.429875e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -14298764.000000 Penalty: 13576.151367
	Iteration 364Q: 3 clusters Score -1.429876e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -14298785.000000 Penalty: 13576.151367
	Iteration 365Q: 3 clusters Score -1.429878e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -14298791.000000 Penalty: 13576.151367
	Iteration 366Q: 3 clusters Score -1.429879e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -14298787.000000 Penalty: 13576.151367
	Iteration 367Q: 3 clusters Score -1.429879e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -14298804.000000 Penalty: 13576.151367
	Iteration 368Q: 3 clusters Score -1.42988e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -14298812.000000 Penalty: 13576.151367
	Iteration 369Q: 3 clusters Score -1.429881e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -14298829.000000 Penalty: 13576.151367
	Iteration 370Q: 3 clusters Score -1.429883e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -14298842.000000 Penalty: 13576.151367
	Iteration 371Q: 3 clusters Score -1.429884e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -14298842.000000 Penalty: 13576.151367
	Iteration 372Q: 3 clusters Score -1.429884e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 59824 members 
Entering Unmasked Estep 
Score: -14298862.000000 Penalty: 13576.151367
	Iteration 373Q: 3 clusters Score -1.429886e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -14298850.000000 Penalty: 13576.151367
	Iteration 374Q: 3 clusters Score -1.429885e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -14298853.000000 Penalty: 13576.151367
	Iteration 375Q: 3 clusters Score -1.429885e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -14298861.000000 Penalty: 13576.151367
	Iteration 376Q: 3 clusters Score -1.429886e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -14298895.000000 Penalty: 13576.151367
	Iteration 377Q: 3 clusters Score -1.42989e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -14298888.000000 Penalty: 13576.151367
	Iteration 378Q: 3 clusters Score -1.429889e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -14298911.000000 Penalty: 13576.151367
	Iteration 379Q: 3 clusters Score -1.429891e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -14298946.000000 Penalty: 13576.151367
	Iteration 380F: 3 clusters Score -1.429895e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -14298939.000000 Penalty: 13576.151367
	Iteration 381Q: 3 clusters Score -1.429894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -14298934.000000 Penalty: 13576.151367
	Iteration 382Q: 3 clusters Score -1.429893e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -14298944.000000 Penalty: 13576.151367
	Iteration 383Q: 3 clusters Score -1.429894e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -14298959.000000 Penalty: 13576.151367
	Iteration 384Q: 3 clusters Score -1.429896e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -14298954.000000 Penalty: 13576.151367
	Iteration 385Q: 3 clusters Score -1.429895e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -14298973.000000 Penalty: 13576.151367
	Iteration 386Q: 3 clusters Score -1.429897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -14298988.000000 Penalty: 13576.151367
	Iteration 387Q: 3 clusters Score -1.429899e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -14298958.000000 Penalty: 13576.151367
	Iteration 388Q: 3 clusters Score -1.429896e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -14298954.000000 Penalty: 13576.151367
	Iteration 389Q: 3 clusters Score -1.429895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -14298969.000000 Penalty: 13576.151367
	Iteration 390Q: 3 clusters Score -1.429897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -14298971.000000 Penalty: 13576.151367
	Iteration 391Q: 3 clusters Score -1.429897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -14298978.000000 Penalty: 13576.151367
	Iteration 392Q: 3 clusters Score -1.429898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -14298976.000000 Penalty: 13576.151367
	Iteration 393Q: 3 clusters Score -1.429898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -14298979.000000 Penalty: 13576.151367
	Iteration 394Q: 3 clusters Score -1.429898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -14298989.000000 Penalty: 13576.151367
	Iteration 395Q: 3 clusters Score -1.429899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -14298993.000000 Penalty: 13576.151367
	Iteration 396Q: 3 clusters Score -1.429899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -14298997.000000 Penalty: 13576.151367
	Iteration 397Q: 3 clusters Score -1.4299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -14298991.000000 Penalty: 13576.151367
	Iteration 398Q: 3 clusters Score -1.429899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -14298974.000000 Penalty: 13576.151367
	Iteration 399Q: 3 clusters Score -1.429897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -14298984.000000 Penalty: 13576.151367
	Iteration 400F: 3 clusters Score -1.429898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -14298994.000000 Penalty: 13576.151367
	Iteration 401Q: 3 clusters Score -1.429899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -14299001.000000 Penalty: 13576.151367
	Iteration 402Q: 3 clusters Score -1.4299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -14298987.000000 Penalty: 13576.151367
	Iteration 403Q: 3 clusters Score -1.429899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -14298988.000000 Penalty: 13576.151367
	Iteration 404Q: 3 clusters Score -1.429899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -14298998.000000 Penalty: 13576.151367
	Iteration 405Q: 3 clusters Score -1.4299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -14299015.000000 Penalty: 13576.151367
	Iteration 406Q: 3 clusters Score -1.429902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -14299032.000000 Penalty: 13576.151367
	Iteration 407Q: 3 clusters Score -1.429903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -14299020.000000 Penalty: 13576.151367
	Iteration 408Q: 3 clusters Score -1.429902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -14299033.000000 Penalty: 13576.151367
	Iteration 409Q: 3 clusters Score -1.429903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -14299040.000000 Penalty: 13576.151367
	Iteration 410Q: 3 clusters Score -1.429904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -14299035.000000 Penalty: 13576.151367
	Iteration 411Q: 3 clusters Score -1.429904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -14299046.000000 Penalty: 13576.151367
	Iteration 412Q: 3 clusters Score -1.429905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -14299045.000000 Penalty: 13576.151367
	Iteration 413Q: 3 clusters Score -1.429904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -14299053.000000 Penalty: 13576.151367
	Iteration 414Q: 3 clusters Score -1.429905e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -14299058.000000 Penalty: 13576.151367
	Iteration 415Q: 3 clusters Score -1.429906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -14299073.000000 Penalty: 13576.151367
	Iteration 416Q: 3 clusters Score -1.429907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -14299088.000000 Penalty: 13576.151367
	Iteration 417Q: 3 clusters Score -1.429909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -14299086.000000 Penalty: 13576.151367
	Iteration 418Q: 3 clusters Score -1.429909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -14299087.000000 Penalty: 13576.151367
	Iteration 419Q: 3 clusters Score -1.429909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -14299091.000000 Penalty: 13576.151367
	Iteration 420F: 3 clusters Score -1.429909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -14299067.000000 Penalty: 13576.151367
	Iteration 421Q: 3 clusters Score -1.429907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -14299052.000000 Penalty: 13576.151367
	Iteration 422Q: 3 clusters Score -1.429905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -14299071.000000 Penalty: 13576.151367
	Iteration 423Q: 3 clusters Score -1.429907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -14299074.000000 Penalty: 13576.151367
	Iteration 424Q: 3 clusters Score -1.429907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -14299069.000000 Penalty: 13576.151367
	Iteration 425Q: 3 clusters Score -1.429907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -14299076.000000 Penalty: 13576.151367
	Iteration 426Q: 3 clusters Score -1.429908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -14299083.000000 Penalty: 13576.151367
	Iteration 427Q: 3 clusters Score -1.429908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -14299083.000000 Penalty: 13576.151367
	Iteration 428F: 3 clusters Score -1.429908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (65063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Entering Unmasked Estep 
Score: -14263315.000000 Penalty: 6788.405762
	Iteration 0F: 2 clusters Score -1.426332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -14218048.000000 Penalty: 13576.811523
	Iteration 0F: 3 clusters Score -1.421805e+07 nChanged 29067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -14233843.000000 Penalty: 13576.811523
	Iteration 1F: 3 clusters Score -1.423384e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -14235403.000000 Penalty: 13576.811523
	Iteration 2F: 3 clusters Score -1.42354e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -14237334.000000 Penalty: 13576.811523
	Iteration 3F: 3 clusters Score -1.423733e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -14239803.000000 Penalty: 13576.811523
	Iteration 4F: 3 clusters Score -1.42398e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -14242909.000000 Penalty: 13576.811523
	Iteration 5F: 3 clusters Score -1.424291e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -14246326.000000 Penalty: 13576.811523
	Iteration 6F: 3 clusters Score -1.424633e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -14249167.000000 Penalty: 13576.811523
	Iteration 7F: 3 clusters Score -1.424917e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -14251498.000000 Penalty: 13576.811523
	Iteration 8F: 3 clusters Score -1.42515e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -14253381.000000 Penalty: 13576.811523
	Iteration 9Q: 3 clusters Score -1.425338e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -14254802.000000 Penalty: 13576.811523
	Iteration 10Q: 3 clusters Score -1.42548e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -14255890.000000 Penalty: 13576.811523
	Iteration 11Q: 3 clusters Score -1.425589e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -14256785.000000 Penalty: 13576.811523
	Iteration 12Q: 3 clusters Score -1.425678e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -14257490.000000 Penalty: 13576.811523
	Iteration 13Q: 3 clusters Score -1.425749e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -14258105.000000 Penalty: 13576.811523
	Iteration 14Q: 3 clusters Score -1.42581e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -14258757.000000 Penalty: 13576.811523
	Iteration 15Q: 3 clusters Score -1.425876e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -14259358.000000 Penalty: 13576.811523
	Iteration 16Q: 3 clusters Score -1.425936e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -14259921.000000 Penalty: 13576.811523
	Iteration 17Q: 3 clusters Score -1.425992e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -14260646.000000 Penalty: 13576.811523
	Iteration 18Q: 3 clusters Score -1.426065e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -14261259.000000 Penalty: 13576.811523
	Iteration 19Q: 3 clusters Score -1.426126e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -14261855.000000 Penalty: 13576.811523
	Iteration 20F: 3 clusters Score -1.426186e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -14262294.000000 Penalty: 13576.811523
	Iteration 21Q: 3 clusters Score -1.426229e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -14262730.000000 Penalty: 13576.811523
	Iteration 22Q: 3 clusters Score -1.426273e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -14263061.000000 Penalty: 13576.811523
	Iteration 23Q: 3 clusters Score -1.426306e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -14263234.000000 Penalty: 13576.811523
	Iteration 24Q: 3 clusters Score -1.426323e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -14263396.000000 Penalty: 13576.811523
	Iteration 25Q: 3 clusters Score -1.42634e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -14263571.000000 Penalty: 13576.811523
	Iteration 26Q: 3 clusters Score -1.426357e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -14263657.000000 Penalty: 13576.811523
	Iteration 27Q: 3 clusters Score -1.426366e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -14263748.000000 Penalty: 13576.811523
	Iteration 28Q: 3 clusters Score -1.426375e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -14263802.000000 Penalty: 13576.811523
	Iteration 29Q: 3 clusters Score -1.42638e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -14263812.000000 Penalty: 13576.811523
	Iteration 30Q: 3 clusters Score -1.426381e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -14263806.000000 Penalty: 13576.811523
	Iteration 31Q: 3 clusters Score -1.426381e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -14263829.000000 Penalty: 13576.811523
	Iteration 32Q: 3 clusters Score -1.426383e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -14263831.000000 Penalty: 13576.811523
	Iteration 33Q: 3 clusters Score -1.426383e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -14263875.000000 Penalty: 13576.811523
	Iteration 34Q: 3 clusters Score -1.426388e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -14263851.000000 Penalty: 13576.811523
	Iteration 35Q: 3 clusters Score -1.426385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -14263845.000000 Penalty: 13576.811523
	Iteration 36Q: 3 clusters Score -1.426384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -14263847.000000 Penalty: 13576.811523
	Iteration 37Q: 3 clusters Score -1.426385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -14263833.000000 Penalty: 13576.811523
	Iteration 38Q: 3 clusters Score -1.426383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -14263821.000000 Penalty: 13576.811523
	Iteration 39Q: 3 clusters Score -1.426382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -14263837.000000 Penalty: 13576.811523
	Iteration 40F: 3 clusters Score -1.426384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -14263845.000000 Penalty: 13576.811523
	Iteration 41Q: 3 clusters Score -1.426384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -14263837.000000 Penalty: 13576.811523
	Iteration 42Q: 3 clusters Score -1.426384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -14263849.000000 Penalty: 13576.811523
	Iteration 43Q: 3 clusters Score -1.426385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -14263855.000000 Penalty: 13576.811523
	Iteration 44Q: 3 clusters Score -1.426386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -14263866.000000 Penalty: 13576.811523
	Iteration 45Q: 3 clusters Score -1.426387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -14263844.000000 Penalty: 13576.811523
	Iteration 46Q: 3 clusters Score -1.426384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -14263853.000000 Penalty: 13576.811523
	Iteration 47Q: 3 clusters Score -1.426385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -14263843.000000 Penalty: 13576.811523
	Iteration 48Q: 3 clusters Score -1.426384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -14263861.000000 Penalty: 13576.811523
	Iteration 49Q: 3 clusters Score -1.426386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -14263856.000000 Penalty: 13576.811523
	Iteration 50Q: 3 clusters Score -1.426386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -14263851.000000 Penalty: 13576.811523
	Iteration 51Q: 3 clusters Score -1.426385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -14263851.000000 Penalty: 13576.811523
	Iteration 52Q: 3 clusters Score -1.426385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -14263848.000000 Penalty: 13576.811523
	Iteration 53Q: 3 clusters Score -1.426385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -14263848.000000 Penalty: 13576.811523
	Iteration 54F: 3 clusters Score -1.426385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 87054 members 
Mstep: Class 6 contains 8426 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10440 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22952 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 124299 members 
Mstep: Class 16 contains 10996 members 
Mstep: Class 17 contains 124546 members 
Mstep: Class 18 contains 40272 members 
Mstep: Class 19 contains 21817 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44608 members 
Mstep: Class 22 contains 56956 members 
Mstep: Class 23 contains 13026 members 
Mstep: Class 24 contains 24105 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59658 members 
Mstep: Class 28 contains 75082 members 
Mstep: Class 29 contains 50073 members 
Mstep: Class 30 contains 25857 members 
Mstep: Class 31 contains 65028 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19233 members 
Mstep: Class 35 contains 57140 members 
Entering Unmasked Estep 
Score: -272465152.000000 Penalty: 300387.906250
Splitting cluster 32 changes total score from -272469088.000000 to -272465152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (14423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Entering Unmasked Estep 
Score: -3314522.250000 Penalty: 5865.654785
	Iteration 0F: 2 clusters Score -3314522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -3301461.500000 Penalty: 11731.309570
	Iteration 0F: 3 clusters Score -3301462 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3304462.750000 Penalty: 11731.309570
	Iteration 1F: 3 clusters Score -3304463 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3304956.250000 Penalty: 11731.309570
	Iteration 2F: 3 clusters Score -3304956 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3305261.500000 Penalty: 11731.309570
	Iteration 3Q: 3 clusters Score -3305262 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3305480.000000 Penalty: 11731.309570
	Iteration 4Q: 3 clusters Score -3305480 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3305645.500000 Penalty: 11731.309570
	Iteration 5Q: 3 clusters Score -3305646 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3305752.000000 Penalty: 11731.309570
	Iteration 6Q: 3 clusters Score -3305752 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3305846.750000 Penalty: 11731.309570
	Iteration 7Q: 3 clusters Score -3305847 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3305924.500000 Penalty: 11731.309570
	Iteration 8Q: 3 clusters Score -3305924 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3306003.750000 Penalty: 11731.309570
	Iteration 9Q: 3 clusters Score -3306004 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3306052.500000 Penalty: 11731.309570
	Iteration 10Q: 3 clusters Score -3306052 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3306097.000000 Penalty: 11731.309570
	Iteration 11Q: 3 clusters Score -3306097 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3306145.750000 Penalty: 11731.309570
	Iteration 12Q: 3 clusters Score -3306146 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3306183.750000 Penalty: 11731.309570
	Iteration 13Q: 3 clusters Score -3306184 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3306213.750000 Penalty: 11731.309570
	Iteration 14Q: 3 clusters Score -3306214 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3306240.000000 Penalty: 11731.309570
	Iteration 15Q: 3 clusters Score -3306240 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3306267.750000 Penalty: 11731.309570
	Iteration 16Q: 3 clusters Score -3306268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3306291.750000 Penalty: 11731.309570
	Iteration 17Q: 3 clusters Score -3306292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3306314.250000 Penalty: 11731.309570
	Iteration 18Q: 3 clusters Score -3306314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3306338.000000 Penalty: 11731.309570
	Iteration 19Q: 3 clusters Score -3306338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3306346.500000 Penalty: 11731.309570
	Iteration 20F: 3 clusters Score -3306346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3306361.250000 Penalty: 11731.309570
	Iteration 21Q: 3 clusters Score -3306361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3306374.500000 Penalty: 11731.309570
	Iteration 22Q: 3 clusters Score -3306374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3306391.250000 Penalty: 11731.309570
	Iteration 23Q: 3 clusters Score -3306391 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3306398.750000 Penalty: 11731.309570
	Iteration 24Q: 3 clusters Score -3306399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3306424.750000 Penalty: 11731.309570
	Iteration 25Q: 3 clusters Score -3306425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3306429.500000 Penalty: 11731.309570
	Iteration 26Q: 3 clusters Score -3306430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3306437.750000 Penalty: 11731.309570
	Iteration 27Q: 3 clusters Score -3306438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3306446.250000 Penalty: 11731.309570
	Iteration 28Q: 3 clusters Score -3306446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3306451.250000 Penalty: 11731.309570
	Iteration 29Q: 3 clusters Score -3306451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -3306463.750000 Penalty: 11731.309570
	Iteration 30Q: 3 clusters Score -3306464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3306465.250000 Penalty: 11731.309570
	Iteration 31Q: 3 clusters Score -3306465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3306466.000000 Penalty: 11731.309570
	Iteration 32Q: 3 clusters Score -3306466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3306471.250000 Penalty: 11731.309570
	Iteration 33Q: 3 clusters Score -3306471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3306484.750000 Penalty: 11731.309570
	Iteration 34Q: 3 clusters Score -3306485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3306484.250000 Penalty: 11731.309570
	Iteration 35Q: 3 clusters Score -3306484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -3306497.000000 Penalty: 11731.309570
	Iteration 36Q: 3 clusters Score -3306497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3306495.500000 Penalty: 11731.309570
	Iteration 37Q: 3 clusters Score -3306496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3306502.250000 Penalty: 11731.309570
	Iteration 38Q: 3 clusters Score -3306502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -3306505.000000 Penalty: 11731.309570
	Iteration 39Q: 3 clusters Score -3306505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3306504.500000 Penalty: 11731.309570
	Iteration 40F: 3 clusters Score -3306504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3306516.500000 Penalty: 11731.309570
	Iteration 41Q: 3 clusters Score -3306516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3306512.750000 Penalty: 11731.309570
	Iteration 42Q: 3 clusters Score -3306513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3306514.500000 Penalty: 11731.309570
	Iteration 43Q: 3 clusters Score -3306514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3306514.750000 Penalty: 11731.309570
	Iteration 44Q: 3 clusters Score -3306515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3306517.750000 Penalty: 11731.309570
	Iteration 45Q: 3 clusters Score -3306518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3306522.000000 Penalty: 11731.309570
	Iteration 46Q: 3 clusters Score -3306522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -3306535.000000 Penalty: 11731.309570
	Iteration 47Q: 3 clusters Score -3306535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3306544.500000 Penalty: 11731.309570
	Iteration 48Q: 3 clusters Score -3306544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3306557.000000 Penalty: 11731.309570
	Iteration 49Q: 3 clusters Score -3306557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3306566.750000 Penalty: 11731.309570
	Iteration 50Q: 3 clusters Score -3306567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3306572.000000 Penalty: 11731.309570
	Iteration 51Q: 3 clusters Score -3306572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -3306555.750000 Penalty: 11731.309570
	Iteration 52Q: 3 clusters Score -3306556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3306566.500000 Penalty: 11731.309570
	Iteration 53Q: 3 clusters Score -3306566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3306566.750000 Penalty: 11731.309570
	Iteration 54Q: 3 clusters Score -3306567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3306568.500000 Penalty: 11731.309570
	Iteration 55Q: 3 clusters Score -3306568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3306575.750000 Penalty: 11731.309570
	Iteration 56Q: 3 clusters Score -3306576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3306568.250000 Penalty: 11731.309570
	Iteration 57Q: 3 clusters Score -3306568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3306578.750000 Penalty: 11731.309570
	Iteration 58Q: 3 clusters Score -3306579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3306585.000000 Penalty: 11731.309570
	Iteration 59Q: 3 clusters Score -3306585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3306586.750000 Penalty: 11731.309570
	Iteration 60F: 3 clusters Score -3306587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -3306585.500000 Penalty: 11731.309570
	Iteration 61Q: 3 clusters Score -3306586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3306581.750000 Penalty: 11731.309570
	Iteration 62Q: 3 clusters Score -3306582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3306581.750000 Penalty: 11731.309570
	Iteration 63F: 3 clusters Score -3306582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Entering Unmasked Estep 
Score: -4443024.000000 Penalty: 6041.934570
	Iteration 0F: 2 clusters Score -4443024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -4426966.000000 Penalty: 12083.869141
	Iteration 0F: 3 clusters Score -4426966 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -4431037.500000 Penalty: 12083.869141
	Iteration 1F: 3 clusters Score -4431038 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -4431574.500000 Penalty: 12083.869141
	Iteration 2F: 3 clusters Score -4431574 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4431953.500000 Penalty: 12083.869141
	Iteration 3Q: 3 clusters Score -4431954 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4432223.000000 Penalty: 12083.869141
	Iteration 4Q: 3 clusters Score -4432223 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -4432410.000000 Penalty: 12083.869141
	Iteration 5Q: 3 clusters Score -4432410 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -4432551.000000 Penalty: 12083.869141
	Iteration 6Q: 3 clusters Score -4432551 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -4432666.000000 Penalty: 12083.869141
	Iteration 7Q: 3 clusters Score -4432666 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -4432757.000000 Penalty: 12083.869141
	Iteration 8Q: 3 clusters Score -4432757 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -4432827.500000 Penalty: 12083.869141
	Iteration 9Q: 3 clusters Score -4432828 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -4432906.500000 Penalty: 12083.869141
	Iteration 10Q: 3 clusters Score -4432906 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -4432950.000000 Penalty: 12083.869141
	Iteration 11Q: 3 clusters Score -4432950 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -4433005.000000 Penalty: 12083.869141
	Iteration 12Q: 3 clusters Score -4433005 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4433070.500000 Penalty: 12083.869141
	Iteration 13Q: 3 clusters Score -4433070 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -4433110.500000 Penalty: 12083.869141
	Iteration 14Q: 3 clusters Score -4433110 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -4433140.500000 Penalty: 12083.869141
	Iteration 15Q: 3 clusters Score -4433140 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -4433167.500000 Penalty: 12083.869141
	Iteration 16Q: 3 clusters Score -4433168 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4433207.500000 Penalty: 12083.869141
	Iteration 17Q: 3 clusters Score -4433208 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4433244.500000 Penalty: 12083.869141
	Iteration 18Q: 3 clusters Score -4433244 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -4433285.000000 Penalty: 12083.869141
	Iteration 19Q: 3 clusters Score -4433285 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4433315.500000 Penalty: 12083.869141
	Iteration 20F: 3 clusters Score -4433316 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -4433352.500000 Penalty: 12083.869141
	Iteration 21Q: 3 clusters Score -4433352 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -4433366.500000 Penalty: 12083.869141
	Iteration 22Q: 3 clusters Score -4433366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -4433395.500000 Penalty: 12083.869141
	Iteration 23Q: 3 clusters Score -4433396 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -4433420.500000 Penalty: 12083.869141
	Iteration 24Q: 3 clusters Score -4433420 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -4433450.000000 Penalty: 12083.869141
	Iteration 25Q: 3 clusters Score -4433450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -4433465.500000 Penalty: 12083.869141
	Iteration 26Q: 3 clusters Score -4433466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4433490.000000 Penalty: 12083.869141
	Iteration 27Q: 3 clusters Score -4433490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -4433501.000000 Penalty: 12083.869141
	Iteration 28Q: 3 clusters Score -4433501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4433531.000000 Penalty: 12083.869141
	Iteration 29Q: 3 clusters Score -4433531 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -4433571.000000 Penalty: 12083.869141
	Iteration 30Q: 3 clusters Score -4433571 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4433607.000000 Penalty: 12083.869141
	Iteration 31Q: 3 clusters Score -4433607 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4433621.500000 Penalty: 12083.869141
	Iteration 32Q: 3 clusters Score -4433622 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4433662.500000 Penalty: 12083.869141
	Iteration 33Q: 3 clusters Score -4433662 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4433701.500000 Penalty: 12083.869141
	Iteration 34Q: 3 clusters Score -4433702 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -4433751.500000 Penalty: 12083.869141
	Iteration 35Q: 3 clusters Score -4433752 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4433816.500000 Penalty: 12083.869141
	Iteration 36Q: 3 clusters Score -4433816 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -4433906.000000 Penalty: 12083.869141
	Iteration 37Q: 3 clusters Score -4433906 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -4433984.000000 Penalty: 12083.869141
	Iteration 38Q: 3 clusters Score -4433984 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4434058.500000 Penalty: 12083.869141
	Iteration 39Q: 3 clusters Score -4434058 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -4434168.500000 Penalty: 12083.869141
	Iteration 40F: 3 clusters Score -4434168 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -4434283.500000 Penalty: 12083.869141
	Iteration 41Q: 3 clusters Score -4434284 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -4434399.500000 Penalty: 12083.869141
	Iteration 42Q: 3 clusters Score -4434400 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -4434543.000000 Penalty: 12083.869141
	Iteration 43Q: 3 clusters Score -4434543 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -4434675.500000 Penalty: 12083.869141
	Iteration 44Q: 3 clusters Score -4434676 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4434866.500000 Penalty: 12083.869141
	Iteration 45Q: 3 clusters Score -4434866 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -4435108.500000 Penalty: 12083.869141
	Iteration 46Q: 3 clusters Score -4435108 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -4435351.500000 Penalty: 12083.869141
	Iteration 47Q: 3 clusters Score -4435352 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4435651.500000 Penalty: 12083.869141
	Iteration 48Q: 3 clusters Score -4435652 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4435969.000000 Penalty: 12083.869141
	Iteration 49Q: 3 clusters Score -4435969 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4436255.500000 Penalty: 12083.869141
	Iteration 50Q: 3 clusters Score -4436256 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -4436487.000000 Penalty: 12083.869141
	Iteration 51Q: 3 clusters Score -4436487 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4436703.500000 Penalty: 12083.869141
	Iteration 52Q: 3 clusters Score -4436704 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -4436915.500000 Penalty: 12083.869141
	Iteration 53Q: 3 clusters Score -4436916 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -4437032.500000 Penalty: 12083.869141
	Iteration 54Q: 3 clusters Score -4437032 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4437145.000000 Penalty: 12083.869141
	Iteration 55Q: 3 clusters Score -4437145 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4437239.500000 Penalty: 12083.869141
	Iteration 56Q: 3 clusters Score -4437240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4437312.500000 Penalty: 12083.869141
	Iteration 57Q: 3 clusters Score -4437312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4437389.000000 Penalty: 12083.869141
	Iteration 58Q: 3 clusters Score -4437389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4437457.500000 Penalty: 12083.869141
	Iteration 59Q: 3 clusters Score -4437458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4437502.500000 Penalty: 12083.869141
	Iteration 60F: 3 clusters Score -4437502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4437550.500000 Penalty: 12083.869141
	Iteration 61Q: 3 clusters Score -4437550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -4437582.500000 Penalty: 12083.869141
	Iteration 62Q: 3 clusters Score -4437582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4437605.500000 Penalty: 12083.869141
	Iteration 63Q: 3 clusters Score -4437606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4437622.500000 Penalty: 12083.869141
	Iteration 64Q: 3 clusters Score -4437622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4437635.000000 Penalty: 12083.869141
	Iteration 65Q: 3 clusters Score -4437635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4437650.500000 Penalty: 12083.869141
	Iteration 66Q: 3 clusters Score -4437650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4437658.500000 Penalty: 12083.869141
	Iteration 67Q: 3 clusters Score -4437658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4437668.000000 Penalty: 12083.869141
	Iteration 68Q: 3 clusters Score -4437668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -4437672.000000 Penalty: 12083.869141
	Iteration 69Q: 3 clusters Score -4437672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4437675.500000 Penalty: 12083.869141
	Iteration 70Q: 3 clusters Score -4437676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -4437678.500000 Penalty: 12083.869141
	Iteration 71Q: 3 clusters Score -4437678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4437685.000000 Penalty: 12083.869141
	Iteration 72Q: 3 clusters Score -4437685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4437689.000000 Penalty: 12083.869141
	Iteration 73Q: 3 clusters Score -4437689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4437690.000000 Penalty: 12083.869141
	Iteration 74Q: 3 clusters Score -4437690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -4437694.000000 Penalty: 12083.869141
	Iteration 75Q: 3 clusters Score -4437694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4437693.000000 Penalty: 12083.869141
	Iteration 76Q: 3 clusters Score -4437693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4437693.000000 Penalty: 12083.869141
	Iteration 77F: 3 clusters Score -4437693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 87054 members 
Mstep: Class 6 contains 8426 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10440 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22952 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 124299 members 
Mstep: Class 16 contains 10996 members 
Mstep: Class 17 contains 124546 members 
Mstep: Class 18 contains 40272 members 
Mstep: Class 19 contains 21817 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44608 members 
Mstep: Class 22 contains 56956 members 
Mstep: Class 23 contains 13026 members 
Mstep: Class 24 contains 24105 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59658 members 
Mstep: Class 28 contains 75082 members 
Mstep: Class 29 contains 50073 members 
Mstep: Class 30 contains 25857 members 
Mstep: Class 31 contains 65028 members 
Mstep: Class 32 contains 65063 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469184.000000 Penalty: 291805.406250
Iteration 159Q: 35 clusters Score -2.724692e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 87061 members 
Mstep: Class 6 contains 8428 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10441 members 
Mstep: Class 11 contains 33996 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22952 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 124301 members 
Mstep: Class 16 contains 10994 members 
Mstep: Class 17 contains 124548 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21815 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44613 members 
Mstep: Class 22 contains 56955 members 
Mstep: Class 23 contains 13027 members 
Mstep: Class 24 contains 24105 members 
Mstep: Class 25 contains 115605 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59659 members 
Mstep: Class 28 contains 75079 members 
Mstep: Class 29 contains 50074 members 
Mstep: Class 30 contains 25852 members 
Mstep: Class 31 contains 65019 members 
Mstep: Class 32 contains 65062 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469152.000000 Penalty: 291805.406250
Iteration 160F: 35 clusters Score -2.724692e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 87067 members 
Mstep: Class 6 contains 8428 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10442 members 
Mstep: Class 11 contains 33995 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22952 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 124302 members 
Mstep: Class 16 contains 10991 members 
Mstep: Class 17 contains 124551 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21814 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44615 members 
Mstep: Class 22 contains 56954 members 
Mstep: Class 23 contains 13027 members 
Mstep: Class 24 contains 24105 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59661 members 
Mstep: Class 28 contains 75077 members 
Mstep: Class 29 contains 50073 members 
Mstep: Class 30 contains 25850 members 
Mstep: Class 31 contains 65022 members 
Mstep: Class 32 contains 65057 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469056.000000 Penalty: 291805.406250
Iteration 161Q: 35 clusters Score -2.724691e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87069 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10443 members 
Mstep: Class 11 contains 33997 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22950 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 124303 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124552 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21813 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44616 members 
Mstep: Class 22 contains 56956 members 
Mstep: Class 23 contains 13027 members 
Mstep: Class 24 contains 24106 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59659 members 
Mstep: Class 28 contains 75073 members 
Mstep: Class 29 contains 50072 members 
Mstep: Class 30 contains 25850 members 
Mstep: Class 31 contains 65024 members 
Mstep: Class 32 contains 65051 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469152.000000 Penalty: 291805.406250
Iteration 162Q: 35 clusters Score -2.724692e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87070 members 
Mstep: Class 6 contains 8426 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10440 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22950 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124305 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124553 members 
Mstep: Class 18 contains 40273 members 
Mstep: Class 19 contains 21814 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44619 members 
Mstep: Class 22 contains 56955 members 
Mstep: Class 23 contains 13028 members 
Mstep: Class 24 contains 24105 members 
Mstep: Class 25 contains 115604 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59661 members 
Mstep: Class 28 contains 75069 members 
Mstep: Class 29 contains 50071 members 
Mstep: Class 30 contains 25851 members 
Mstep: Class 31 contains 65020 members 
Mstep: Class 32 contains 65049 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469024.000000 Penalty: 291805.406250
Iteration 163Q: 35 clusters Score -2.72469e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87070 members 
Mstep: Class 6 contains 8426 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10438 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22950 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124306 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124555 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21814 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44622 members 
Mstep: Class 22 contains 56955 members 
Mstep: Class 23 contains 13030 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 115604 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75068 members 
Mstep: Class 29 contains 50071 members 
Mstep: Class 30 contains 25851 members 
Mstep: Class 31 contains 65017 members 
Mstep: Class 32 contains 65046 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469056.000000 Penalty: 291805.406250
Iteration 164Q: 35 clusters Score -2.724691e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87071 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22951 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124306 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124556 members 
Mstep: Class 18 contains 40273 members 
Mstep: Class 19 contains 21815 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44625 members 
Mstep: Class 22 contains 56955 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 115604 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59661 members 
Mstep: Class 28 contains 75065 members 
Mstep: Class 29 contains 50071 members 
Mstep: Class 30 contains 25851 members 
Mstep: Class 31 contains 65019 members 
Mstep: Class 32 contains 65041 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469024.000000 Penalty: 291805.406250
Iteration 165Q: 35 clusters Score -2.72469e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87072 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22948 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124306 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124557 members 
Mstep: Class 18 contains 40273 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44628 members 
Mstep: Class 22 contains 56954 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24105 members 
Mstep: Class 25 contains 115604 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75062 members 
Mstep: Class 29 contains 50072 members 
Mstep: Class 30 contains 25850 members 
Mstep: Class 31 contains 65020 members 
Mstep: Class 32 contains 65040 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469088.000000 Penalty: 291805.406250
Iteration 166Q: 35 clusters Score -2.724691e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87072 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22947 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124307 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124558 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44631 members 
Mstep: Class 22 contains 56953 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24105 members 
Mstep: Class 25 contains 115604 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59663 members 
Mstep: Class 28 contains 75061 members 
Mstep: Class 29 contains 50071 members 
Mstep: Class 30 contains 25851 members 
Mstep: Class 31 contains 65017 members 
Mstep: Class 32 contains 65039 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468992.000000 Penalty: 291805.406250
Iteration 167Q: 35 clusters Score -2.72469e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87073 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124309 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124559 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44634 members 
Mstep: Class 22 contains 56953 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 115604 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75060 members 
Mstep: Class 29 contains 50071 members 
Mstep: Class 30 contains 25851 members 
Mstep: Class 31 contains 65014 members 
Mstep: Class 32 contains 65039 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469024.000000 Penalty: 291805.406250
Iteration 168Q: 35 clusters Score -2.72469e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87073 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124309 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124559 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44636 members 
Mstep: Class 22 contains 56953 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75059 members 
Mstep: Class 29 contains 50071 members 
Mstep: Class 30 contains 25851 members 
Mstep: Class 31 contains 65015 members 
Mstep: Class 32 contains 65039 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469024.000000 Penalty: 291805.406250
Iteration 169Q: 35 clusters Score -2.72469e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87074 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124309 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124559 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56953 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75057 members 
Mstep: Class 29 contains 50071 members 
Mstep: Class 30 contains 25851 members 
Mstep: Class 31 contains 65015 members 
Mstep: Class 32 contains 65039 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469056.000000 Penalty: 291805.406250
Iteration 170Q: 35 clusters Score -2.724691e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87076 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124309 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124559 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56953 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75055 members 
Mstep: Class 29 contains 50071 members 
Mstep: Class 30 contains 25851 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 65038 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468960.000000 Penalty: 291805.406250
Iteration 171Q: 35 clusters Score -2.72469e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87076 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124309 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124559 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56953 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 115604 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75054 members 
Mstep: Class 29 contains 50070 members 
Mstep: Class 30 contains 25850 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 65040 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272468960.000000 Penalty: 291805.406250
Iteration 172Q: 35 clusters Score -2.72469e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87078 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124310 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124559 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56954 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75054 members 
Mstep: Class 29 contains 50070 members 
Mstep: Class 30 contains 25846 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 65041 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469088.000000 Penalty: 291805.406250
Iteration 173Q: 35 clusters Score -2.724691e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87080 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124310 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124559 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56956 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75053 members 
Mstep: Class 29 contains 50069 members 
Mstep: Class 30 contains 25846 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 65040 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469120.000000 Penalty: 291805.406250
Iteration 174Q: 35 clusters Score -2.724691e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87082 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124310 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124559 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56958 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75052 members 
Mstep: Class 29 contains 50067 members 
Mstep: Class 30 contains 25846 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 65039 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469120.000000 Penalty: 291805.406250
Iteration 175Q: 35 clusters Score -2.724691e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87083 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124310 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124559 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56959 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75051 members 
Mstep: Class 29 contains 50067 members 
Mstep: Class 30 contains 25846 members 
Mstep: Class 31 contains 65017 members 
Mstep: Class 32 contains 65037 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469056.000000 Penalty: 291805.406250
Iteration 176Q: 35 clusters Score -2.724691e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87083 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124310 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124559 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56962 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24105 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75051 members 
Mstep: Class 29 contains 50065 members 
Mstep: Class 30 contains 25846 members 
Mstep: Class 31 contains 65017 members 
Mstep: Class 32 contains 65035 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469024.000000 Penalty: 291805.406250
Iteration 177Q: 35 clusters Score -2.72469e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87083 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124310 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124559 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56970 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24107 members 
Mstep: Class 25 contains 115603 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75051 members 
Mstep: Class 29 contains 50056 members 
Mstep: Class 30 contains 25844 members 
Mstep: Class 31 contains 65018 members 
Mstep: Class 32 contains 65034 members 
Mstep: Class 33 contains 14424 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469088.000000 Penalty: 291805.406250
Iteration 178Q: 35 clusters Score -2.724691e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87083 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124311 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124560 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56973 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24108 members 
Mstep: Class 25 contains 115602 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75051 members 
Mstep: Class 29 contains 50046 members 
Mstep: Class 30 contains 25844 members 
Mstep: Class 31 contains 65018 members 
Mstep: Class 32 contains 65038 members 
Mstep: Class 33 contains 14426 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469088.000000 Penalty: 291805.406250
Iteration 179Q: 35 clusters Score -2.724691e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87082 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22947 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124311 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124560 members 
Mstep: Class 18 contains 40274 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56979 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24110 members 
Mstep: Class 25 contains 115602 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75051 members 
Mstep: Class 29 contains 50036 members 
Mstep: Class 30 contains 25844 members 
Mstep: Class 31 contains 65017 members 
Mstep: Class 32 contains 65040 members 
Mstep: Class 33 contains 14427 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469056.000000 Penalty: 291805.406250
Iteration 180F: 35 clusters Score -2.724691e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87082 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124312 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124562 members 
Mstep: Class 18 contains 40275 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56981 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24110 members 
Mstep: Class 25 contains 115602 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59662 members 
Mstep: Class 28 contains 75051 members 
Mstep: Class 29 contains 50031 members 
Mstep: Class 30 contains 25844 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 65040 members 
Mstep: Class 33 contains 14428 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469024.000000 Penalty: 291805.406250
Iteration 181Q: 35 clusters Score -2.72469e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87082 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22945 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124313 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124562 members 
Mstep: Class 18 contains 40275 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56984 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24109 members 
Mstep: Class 25 contains 115602 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59661 members 
Mstep: Class 28 contains 75051 members 
Mstep: Class 29 contains 50029 members 
Mstep: Class 30 contains 25843 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 65040 members 
Mstep: Class 33 contains 14428 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469056.000000 Penalty: 291805.406250
Iteration 182Q: 35 clusters Score -2.724691e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87082 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22944 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124314 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124563 members 
Mstep: Class 18 contains 40275 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56985 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24110 members 
Mstep: Class 25 contains 115602 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59661 members 
Mstep: Class 28 contains 75050 members 
Mstep: Class 29 contains 50026 members 
Mstep: Class 30 contains 25843 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 65041 members 
Mstep: Class 33 contains 14428 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469088.000000 Penalty: 291805.406250
Iteration 183Q: 35 clusters Score -2.724691e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87082 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22944 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124314 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124563 members 
Mstep: Class 18 contains 40275 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56986 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24111 members 
Mstep: Class 25 contains 115602 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59661 members 
Mstep: Class 28 contains 75050 members 
Mstep: Class 29 contains 50024 members 
Mstep: Class 30 contains 25843 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 65041 members 
Mstep: Class 33 contains 14428 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469088.000000 Penalty: 291805.406250
Iteration 184Q: 35 clusters Score -2.724691e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87082 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22944 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124314 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124563 members 
Mstep: Class 18 contains 40275 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56986 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24111 members 
Mstep: Class 25 contains 115602 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59661 members 
Mstep: Class 28 contains 75050 members 
Mstep: Class 29 contains 50024 members 
Mstep: Class 30 contains 25843 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 65041 members 
Mstep: Class 33 contains 14428 members 
Mstep: Class 34 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -272469088.000000 Penalty: 291805.406250
Iteration 185F: 35 clusters Score -2.724691e+08 nChanged 0
Entering ConstructFrom: 
Score: -272469088.000000 Penalty: 291805.406250
Entering ConstructFrom: 
Trying to split cluster 1 (28923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Entering Unmasked Estep 
Score: -6368100.500000 Penalty: 6291.840332
	Iteration 0F: 2 clusters Score -6368100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -6345938.500000 Penalty: 12583.680664
	Iteration 0F: 3 clusters Score -6345938 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -6352480.500000 Penalty: 12583.680664
	Iteration 1F: 3 clusters Score -6352480 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -6353283.500000 Penalty: 12583.680664
	Iteration 2F: 3 clusters Score -6353284 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -6353881.000000 Penalty: 12583.680664
	Iteration 3Q: 3 clusters Score -6353881 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -6354342.000000 Penalty: 12583.680664
	Iteration 4Q: 3 clusters Score -6354342 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -6354811.000000 Penalty: 12583.680664
	Iteration 5Q: 3 clusters Score -6354811 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -6355262.500000 Penalty: 12583.680664
	Iteration 6Q: 3 clusters Score -6355262 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -6355645.000000 Penalty: 12583.680664
	Iteration 7Q: 3 clusters Score -6355645 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -6356109.500000 Penalty: 12583.680664
	Iteration 8Q: 3 clusters Score -6356110 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -6356627.000000 Penalty: 12583.680664
	Iteration 9Q: 3 clusters Score -6356627 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -6357208.000000 Penalty: 12583.680664
	Iteration 10Q: 3 clusters Score -6357208 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -6357810.500000 Penalty: 12583.680664
	Iteration 11Q: 3 clusters Score -6357810 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -6358411.500000 Penalty: 12583.680664
	Iteration 12Q: 3 clusters Score -6358412 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -6358979.000000 Penalty: 12583.680664
	Iteration 13Q: 3 clusters Score -6358979 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -6359514.500000 Penalty: 12583.680664
	Iteration 14Q: 3 clusters Score -6359514 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -6359888.000000 Penalty: 12583.680664
	Iteration 15Q: 3 clusters Score -6359888 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -6360172.500000 Penalty: 12583.680664
	Iteration 16Q: 3 clusters Score -6360172 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -6360403.500000 Penalty: 12583.680664
	Iteration 17Q: 3 clusters Score -6360404 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -6360554.500000 Penalty: 12583.680664
	Iteration 18Q: 3 clusters Score -6360554 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -6360701.500000 Penalty: 12583.680664
	Iteration 19Q: 3 clusters Score -6360702 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -6360801.500000 Penalty: 12583.680664
	Iteration 20F: 3 clusters Score -6360802 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -6360877.500000 Penalty: 12583.680664
	Iteration 21Q: 3 clusters Score -6360878 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -6360930.000000 Penalty: 12583.680664
	Iteration 22Q: 3 clusters Score -6360930 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -6360987.500000 Penalty: 12583.680664
	Iteration 23Q: 3 clusters Score -6360988 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -6361030.000000 Penalty: 12583.680664
	Iteration 24Q: 3 clusters Score -6361030 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -6361059.000000 Penalty: 12583.680664
	Iteration 25Q: 3 clusters Score -6361059 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -6361126.500000 Penalty: 12583.680664
	Iteration 26Q: 3 clusters Score -6361126 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -6361166.000000 Penalty: 12583.680664
	Iteration 27Q: 3 clusters Score -6361166 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -6361236.500000 Penalty: 12583.680664
	Iteration 28Q: 3 clusters Score -6361236 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -6361308.500000 Penalty: 12583.680664
	Iteration 29Q: 3 clusters Score -6361308 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -6361370.500000 Penalty: 12583.680664
	Iteration 30Q: 3 clusters Score -6361370 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -6361491.500000 Penalty: 12583.680664
	Iteration 31Q: 3 clusters Score -6361492 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -6361574.500000 Penalty: 12583.680664
	Iteration 32Q: 3 clusters Score -6361574 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -6361689.000000 Penalty: 12583.680664
	Iteration 33Q: 3 clusters Score -6361689 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -6361836.000000 Penalty: 12583.680664
	Iteration 34Q: 3 clusters Score -6361836 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -6361931.000000 Penalty: 12583.680664
	Iteration 35Q: 3 clusters Score -6361931 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -6362003.500000 Penalty: 12583.680664
	Iteration 36Q: 3 clusters Score -6362004 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -6362105.000000 Penalty: 12583.680664
	Iteration 37Q: 3 clusters Score -6362105 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -6362165.000000 Penalty: 12583.680664
	Iteration 38Q: 3 clusters Score -6362165 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -6362217.500000 Penalty: 12583.680664
	Iteration 39Q: 3 clusters Score -6362218 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -6362264.000000 Penalty: 12583.680664
	Iteration 40F: 3 clusters Score -6362264 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -6362316.500000 Penalty: 12583.680664
	Iteration 41Q: 3 clusters Score -6362316 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -6362339.500000 Penalty: 12583.680664
	Iteration 42Q: 3 clusters Score -6362340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -6362390.000000 Penalty: 12583.680664
	Iteration 43Q: 3 clusters Score -6362390 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -6362402.500000 Penalty: 12583.680664
	Iteration 44Q: 3 clusters Score -6362402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -6362438.500000 Penalty: 12583.680664
	Iteration 45Q: 3 clusters Score -6362438 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -6362450.500000 Penalty: 12583.680664
	Iteration 46Q: 3 clusters Score -6362450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -6362476.000000 Penalty: 12583.680664
	Iteration 47Q: 3 clusters Score -6362476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -6362470.500000 Penalty: 12583.680664
	Iteration 48Q: 3 clusters Score -6362470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -6362470.500000 Penalty: 12583.680664
	Iteration 49Q: 3 clusters Score -6362470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -6362480.000000 Penalty: 12583.680664
	Iteration 50Q: 3 clusters Score -6362480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -6362487.500000 Penalty: 12583.680664
	Iteration 51Q: 3 clusters Score -6362488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -6362496.500000 Penalty: 12583.680664
	Iteration 52Q: 3 clusters Score -6362496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6362508.500000 Penalty: 12583.680664
	Iteration 53Q: 3 clusters Score -6362508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -6362510.500000 Penalty: 12583.680664
	Iteration 54Q: 3 clusters Score -6362510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -6362503.000000 Penalty: 12583.680664
	Iteration 55Q: 3 clusters Score -6362503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -6362523.000000 Penalty: 12583.680664
	Iteration 56Q: 3 clusters Score -6362523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -6362526.000000 Penalty: 12583.680664
	Iteration 57Q: 3 clusters Score -6362526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -6362523.500000 Penalty: 12583.680664
	Iteration 58Q: 3 clusters Score -6362524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -6362526.000000 Penalty: 12583.680664
	Iteration 59Q: 3 clusters Score -6362526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -6362526.500000 Penalty: 12583.680664
	Iteration 60F: 3 clusters Score -6362526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -6362538.000000 Penalty: 12583.680664
	Iteration 61Q: 3 clusters Score -6362538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -6362529.500000 Penalty: 12583.680664
	Iteration 62Q: 3 clusters Score -6362530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -6362537.000000 Penalty: 12583.680664
	Iteration 63Q: 3 clusters Score -6362537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -6362539.000000 Penalty: 12583.680664
	Iteration 64Q: 3 clusters Score -6362539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -6362546.500000 Penalty: 12583.680664
	Iteration 65Q: 3 clusters Score -6362546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -6362570.000000 Penalty: 12583.680664
	Iteration 66Q: 3 clusters Score -6362570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -6362593.500000 Penalty: 12583.680664
	Iteration 67Q: 3 clusters Score -6362594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -6362587.000000 Penalty: 12583.680664
	Iteration 68Q: 3 clusters Score -6362587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -6362600.000000 Penalty: 12583.680664
	Iteration 69Q: 3 clusters Score -6362600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -6362618.000000 Penalty: 12583.680664
	Iteration 70Q: 3 clusters Score -6362618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -6362614.000000 Penalty: 12583.680664
	Iteration 71Q: 3 clusters Score -6362614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -6362612.000000 Penalty: 12583.680664
	Iteration 72Q: 3 clusters Score -6362612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -6362644.500000 Penalty: 12583.680664
	Iteration 73Q: 3 clusters Score -6362644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -6362647.500000 Penalty: 12583.680664
	Iteration 74Q: 3 clusters Score -6362648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -6362684.500000 Penalty: 12583.680664
	Iteration 75Q: 3 clusters Score -6362684 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -6362705.000000 Penalty: 12583.680664
	Iteration 76Q: 3 clusters Score -6362705 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -6362754.000000 Penalty: 12583.680664
	Iteration 77Q: 3 clusters Score -6362754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -6362796.500000 Penalty: 12583.680664
	Iteration 78Q: 3 clusters Score -6362796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -6362804.500000 Penalty: 12583.680664
	Iteration 79Q: 3 clusters Score -6362804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -6362817.500000 Penalty: 12583.680664
	Iteration 80F: 3 clusters Score -6362818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -6362837.000000 Penalty: 12583.680664
	Iteration 81Q: 3 clusters Score -6362837 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -6362862.500000 Penalty: 12583.680664
	Iteration 82Q: 3 clusters Score -6362862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -6362877.500000 Penalty: 12583.680664
	Iteration 83Q: 3 clusters Score -6362878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -6362889.000000 Penalty: 12583.680664
	Iteration 84Q: 3 clusters Score -6362889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -6362882.000000 Penalty: 12583.680664
	Iteration 85Q: 3 clusters Score -6362882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -6362877.500000 Penalty: 12583.680664
	Iteration 86Q: 3 clusters Score -6362878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -6362885.000000 Penalty: 12583.680664
	Iteration 87Q: 3 clusters Score -6362885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -6362900.500000 Penalty: 12583.680664
	Iteration 88Q: 3 clusters Score -6362900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -6362895.000000 Penalty: 12583.680664
	Iteration 89Q: 3 clusters Score -6362895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -6362881.500000 Penalty: 12583.680664
	Iteration 90Q: 3 clusters Score -6362882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -6362887.500000 Penalty: 12583.680664
	Iteration 91Q: 3 clusters Score -6362888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -6362893.000000 Penalty: 12583.680664
	Iteration 92Q: 3 clusters Score -6362893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -6362887.500000 Penalty: 12583.680664
	Iteration 93Q: 3 clusters Score -6362888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -6362884.500000 Penalty: 12583.680664
	Iteration 94Q: 3 clusters Score -6362884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -6362887.000000 Penalty: 12583.680664
	Iteration 95Q: 3 clusters Score -6362887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -6362899.500000 Penalty: 12583.680664
	Iteration 96Q: 3 clusters Score -6362900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -6362910.500000 Penalty: 12583.680664
	Iteration 97Q: 3 clusters Score -6362910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -6362910.500000 Penalty: 12583.680664
	Iteration 98Q: 3 clusters Score -6362910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -6362916.000000 Penalty: 12583.680664
	Iteration 99Q: 3 clusters Score -6362916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -6362909.000000 Penalty: 12583.680664
	Iteration 100F: 3 clusters Score -6362909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -6362913.000000 Penalty: 12583.680664
	Iteration 101Q: 3 clusters Score -6362913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -6362916.500000 Penalty: 12583.680664
	Iteration 102Q: 3 clusters Score -6362916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -6362916.500000 Penalty: 12583.680664
	Iteration 103Q: 3 clusters Score -6362916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -6362931.000000 Penalty: 12583.680664
	Iteration 104Q: 3 clusters Score -6362931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -6362920.500000 Penalty: 12583.680664
	Iteration 105Q: 3 clusters Score -6362920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -6362929.000000 Penalty: 12583.680664
	Iteration 106Q: 3 clusters Score -6362929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -6362943.500000 Penalty: 12583.680664
	Iteration 107Q: 3 clusters Score -6362944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -6362944.000000 Penalty: 12583.680664
	Iteration 108Q: 3 clusters Score -6362944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -6362941.500000 Penalty: 12583.680664
	Iteration 109Q: 3 clusters Score -6362942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -6362949.500000 Penalty: 12583.680664
	Iteration 110Q: 3 clusters Score -6362950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -6362963.000000 Penalty: 12583.680664
	Iteration 111Q: 3 clusters Score -6362963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -6362973.000000 Penalty: 12583.680664
	Iteration 112Q: 3 clusters Score -6362973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -6362982.000000 Penalty: 12583.680664
	Iteration 113Q: 3 clusters Score -6362982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -6362992.000000 Penalty: 12583.680664
	Iteration 114Q: 3 clusters Score -6362992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -6362992.500000 Penalty: 12583.680664
	Iteration 115Q: 3 clusters Score -6362992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -6362998.500000 Penalty: 12583.680664
	Iteration 116Q: 3 clusters Score -6362998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -6362995.000000 Penalty: 12583.680664
	Iteration 117Q: 3 clusters Score -6362995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -6362990.000000 Penalty: 12583.680664
	Iteration 118Q: 3 clusters Score -6362990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -6362993.000000 Penalty: 12583.680664
	Iteration 119Q: 3 clusters Score -6362993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -6362983.500000 Penalty: 12583.680664
	Iteration 120F: 3 clusters Score -6362984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -6362988.500000 Penalty: 12583.680664
	Iteration 121Q: 3 clusters Score -6362988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -6362986.000000 Penalty: 12583.680664
	Iteration 122Q: 3 clusters Score -6362986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -6362987.500000 Penalty: 12583.680664
	Iteration 123Q: 3 clusters Score -6362988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -6362991.000000 Penalty: 12583.680664
	Iteration 124Q: 3 clusters Score -6362991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -6362992.000000 Penalty: 12583.680664
	Iteration 125Q: 3 clusters Score -6362992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -6362994.500000 Penalty: 12583.680664
	Iteration 126Q: 3 clusters Score -6362994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -6362991.000000 Penalty: 12583.680664
	Iteration 127Q: 3 clusters Score -6362991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -6362994.000000 Penalty: 12583.680664
	Iteration 128Q: 3 clusters Score -6362994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -6362993.000000 Penalty: 12583.680664
	Iteration 129Q: 3 clusters Score -6362993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -6363003.000000 Penalty: 12583.680664
	Iteration 130Q: 3 clusters Score -6363003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -6362993.500000 Penalty: 12583.680664
	Iteration 131Q: 3 clusters Score -6362994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -6362999.500000 Penalty: 12583.680664
	Iteration 132Q: 3 clusters Score -6363000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -6362998.500000 Penalty: 12583.680664
	Iteration 133Q: 3 clusters Score -6362998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -6362995.000000 Penalty: 12583.680664
	Iteration 134Q: 3 clusters Score -6362995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -6362997.500000 Penalty: 12583.680664
	Iteration 135Q: 3 clusters Score -6362998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -6362996.500000 Penalty: 12583.680664
	Iteration 136Q: 3 clusters Score -6362996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -6362995.000000 Penalty: 12583.680664
	Iteration 137Q: 3 clusters Score -6362995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -6362995.500000 Penalty: 12583.680664
	Iteration 138Q: 3 clusters Score -6362996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -6362996.000000 Penalty: 12583.680664
	Iteration 139Q: 3 clusters Score -6362996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -6363002.500000 Penalty: 12583.680664
	Iteration 140F: 3 clusters Score -6363002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -6363015.000000 Penalty: 12583.680664
	Iteration 141Q: 3 clusters Score -6363015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -6363004.000000 Penalty: 12583.680664
	Iteration 142Q: 3 clusters Score -6363004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -6362997.500000 Penalty: 12583.680664
	Iteration 143Q: 3 clusters Score -6362998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -6363006.000000 Penalty: 12583.680664
	Iteration 144Q: 3 clusters Score -6363006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -6362997.000000 Penalty: 12583.680664
	Iteration 145Q: 3 clusters Score -6362997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -6362995.500000 Penalty: 12583.680664
	Iteration 146Q: 3 clusters Score -6362996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -6362999.500000 Penalty: 12583.680664
	Iteration 147Q: 3 clusters Score -6363000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -6363009.500000 Penalty: 12583.680664
	Iteration 148Q: 3 clusters Score -6363010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -6363012.500000 Penalty: 12583.680664
	Iteration 149Q: 3 clusters Score -6363012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -6363018.000000 Penalty: 12583.680664
	Iteration 150Q: 3 clusters Score -6363018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -6363016.500000 Penalty: 12583.680664
	Iteration 151Q: 3 clusters Score -6363016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -6363017.000000 Penalty: 12583.680664
	Iteration 152Q: 3 clusters Score -6363017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -6363025.500000 Penalty: 12583.680664
	Iteration 153Q: 3 clusters Score -6363026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -6363028.000000 Penalty: 12583.680664
	Iteration 154Q: 3 clusters Score -6363028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -6363020.000000 Penalty: 12583.680664
	Iteration 155Q: 3 clusters Score -6363020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -6363020.000000 Penalty: 12583.680664
	Iteration 156F: 3 clusters Score -6363020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -255445.453125 Penalty: 4335.484375
	Iteration 0F: 2 clusters Score -255445.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -251229.562500 Penalty: 8670.968750
	Iteration 0F: 3 clusters Score -251229.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -251860.593750 Penalty: 8670.968750
	Iteration 1F: 3 clusters Score -251860.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -252172.000000 Penalty: 8670.968750
	Iteration 2F: 3 clusters Score -252172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -252303.296875 Penalty: 8670.968750
	Iteration 3Q: 3 clusters Score -252303.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -252369.125000 Penalty: 8670.968750
	Iteration 4Q: 3 clusters Score -252369.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -252422.718750 Penalty: 8670.968750
	Iteration 5Q: 3 clusters Score -252422.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -252469.437500 Penalty: 8670.968750
	Iteration 6Q: 3 clusters Score -252469.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -252519.187500 Penalty: 8670.968750
	Iteration 7Q: 3 clusters Score -252519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -252556.406250 Penalty: 8670.968750
	Iteration 8Q: 3 clusters Score -252556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -252563.312500 Penalty: 8670.968750
	Iteration 9Q: 3 clusters Score -252563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -252576.375000 Penalty: 8670.968750
	Iteration 10Q: 3 clusters Score -252576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -252590.703125 Penalty: 8670.968750
	Iteration 11Q: 3 clusters Score -252590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -252601.453125 Penalty: 8670.968750
	Iteration 12Q: 3 clusters Score -252601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -252612.312500 Penalty: 8670.968750
	Iteration 13Q: 3 clusters Score -252612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -252614.468750 Penalty: 8670.968750
	Iteration 14Q: 3 clusters Score -252614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -252618.937500 Penalty: 8670.968750
	Iteration 15Q: 3 clusters Score -252618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -252622.546875 Penalty: 8670.968750
	Iteration 16Q: 3 clusters Score -252622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -252622.546875 Penalty: 8670.968750
	Iteration 17F: 3 clusters Score -252622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Entering Unmasked Estep 
Score: -1848089.750000 Penalty: 5527.870605
	Iteration 0F: 2 clusters Score -1848090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1838927.250000 Penalty: 11055.741211
	Iteration 0F: 3 clusters Score -1838927 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1840684.750000 Penalty: 11055.741211
	Iteration 1F: 3 clusters Score -1840685 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1841058.000000 Penalty: 11055.741211
	Iteration 2F: 3 clusters Score -1841058 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1841243.125000 Penalty: 11055.741211
	Iteration 3Q: 3 clusters Score -1841243 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1841352.750000 Penalty: 11055.741211
	Iteration 4Q: 3 clusters Score -1841353 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1841431.875000 Penalty: 11055.741211
	Iteration 5Q: 3 clusters Score -1841432 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1841491.500000 Penalty: 11055.741211
	Iteration 6Q: 3 clusters Score -1841492 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1841540.750000 Penalty: 11055.741211
	Iteration 7Q: 3 clusters Score -1841541 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1841584.125000 Penalty: 11055.741211
	Iteration 8Q: 3 clusters Score -1841584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1841623.625000 Penalty: 11055.741211
	Iteration 9Q: 3 clusters Score -1841624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1841668.750000 Penalty: 11055.741211
	Iteration 10Q: 3 clusters Score -1841669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1841708.875000 Penalty: 11055.741211
	Iteration 11Q: 3 clusters Score -1841709 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1841749.125000 Penalty: 11055.741211
	Iteration 12Q: 3 clusters Score -1841749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1841783.750000 Penalty: 11055.741211
	Iteration 13Q: 3 clusters Score -1841784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1841810.875000 Penalty: 11055.741211
	Iteration 14Q: 3 clusters Score -1841811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1841828.875000 Penalty: 11055.741211
	Iteration 15Q: 3 clusters Score -1841829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1841853.875000 Penalty: 11055.741211
	Iteration 16Q: 3 clusters Score -1841854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1841873.250000 Penalty: 11055.741211
	Iteration 17Q: 3 clusters Score -1841873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1841904.500000 Penalty: 11055.741211
	Iteration 18Q: 3 clusters Score -1841904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1841917.000000 Penalty: 11055.741211
	Iteration 19Q: 3 clusters Score -1841917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1841925.250000 Penalty: 11055.741211
	Iteration 20F: 3 clusters Score -1841925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1841938.375000 Penalty: 11055.741211
	Iteration 21Q: 3 clusters Score -1841938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1841950.375000 Penalty: 11055.741211
	Iteration 22Q: 3 clusters Score -1841950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1841958.250000 Penalty: 11055.741211
	Iteration 23Q: 3 clusters Score -1841958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1841970.750000 Penalty: 11055.741211
	Iteration 24Q: 3 clusters Score -1841971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1841976.125000 Penalty: 11055.741211
	Iteration 25Q: 3 clusters Score -1841976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1841990.500000 Penalty: 11055.741211
	Iteration 26Q: 3 clusters Score -1841990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1841994.125000 Penalty: 11055.741211
	Iteration 27Q: 3 clusters Score -1841994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1842001.375000 Penalty: 11055.741211
	Iteration 28Q: 3 clusters Score -1842001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1842015.500000 Penalty: 11055.741211
	Iteration 29Q: 3 clusters Score -1842016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1842019.875000 Penalty: 11055.741211
	Iteration 30Q: 3 clusters Score -1842020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1842027.500000 Penalty: 11055.741211
	Iteration 31Q: 3 clusters Score -1842028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1842029.000000 Penalty: 11055.741211
	Iteration 32Q: 3 clusters Score -1842029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1842033.375000 Penalty: 11055.741211
	Iteration 33Q: 3 clusters Score -1842033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1842049.375000 Penalty: 11055.741211
	Iteration 34Q: 3 clusters Score -1842049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1842060.625000 Penalty: 11055.741211
	Iteration 35Q: 3 clusters Score -1842061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1842073.000000 Penalty: 11055.741211
	Iteration 36Q: 3 clusters Score -1842073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1842083.000000 Penalty: 11055.741211
	Iteration 37Q: 3 clusters Score -1842083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1842085.125000 Penalty: 11055.741211
	Iteration 38Q: 3 clusters Score -1842085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1842099.500000 Penalty: 11055.741211
	Iteration 39Q: 3 clusters Score -1842100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1842111.125000 Penalty: 11055.741211
	Iteration 40F: 3 clusters Score -1842111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1842123.000000 Penalty: 11055.741211
	Iteration 41Q: 3 clusters Score -1842123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1842138.375000 Penalty: 11055.741211
	Iteration 42Q: 3 clusters Score -1842138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1842155.500000 Penalty: 11055.741211
	Iteration 43Q: 3 clusters Score -1842156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1842166.375000 Penalty: 11055.741211
	Iteration 44Q: 3 clusters Score -1842166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1842178.250000 Penalty: 11055.741211
	Iteration 45Q: 3 clusters Score -1842178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1842183.625000 Penalty: 11055.741211
	Iteration 46Q: 3 clusters Score -1842184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1842189.500000 Penalty: 11055.741211
	Iteration 47Q: 3 clusters Score -1842190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1842194.250000 Penalty: 11055.741211
	Iteration 48Q: 3 clusters Score -1842194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1842204.125000 Penalty: 11055.741211
	Iteration 49Q: 3 clusters Score -1842204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1842215.375000 Penalty: 11055.741211
	Iteration 50Q: 3 clusters Score -1842215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1842224.000000 Penalty: 11055.741211
	Iteration 51Q: 3 clusters Score -1842224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1842229.250000 Penalty: 11055.741211
	Iteration 52Q: 3 clusters Score -1842229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1842230.750000 Penalty: 11055.741211
	Iteration 53Q: 3 clusters Score -1842231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1842234.375000 Penalty: 11055.741211
	Iteration 54Q: 3 clusters Score -1842234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1842240.250000 Penalty: 11055.741211
	Iteration 55Q: 3 clusters Score -1842240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1842239.750000 Penalty: 11055.741211
	Iteration 56Q: 3 clusters Score -1842240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1842241.000000 Penalty: 11055.741211
	Iteration 57Q: 3 clusters Score -1842241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1842245.625000 Penalty: 11055.741211
	Iteration 58Q: 3 clusters Score -1842246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1842251.500000 Penalty: 11055.741211
	Iteration 59Q: 3 clusters Score -1842252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1842252.125000 Penalty: 11055.741211
	Iteration 60F: 3 clusters Score -1842252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1842253.125000 Penalty: 11055.741211
	Iteration 61Q: 3 clusters Score -1842253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1842260.875000 Penalty: 11055.741211
	Iteration 62Q: 3 clusters Score -1842261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1842263.125000 Penalty: 11055.741211
	Iteration 63Q: 3 clusters Score -1842263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1842266.875000 Penalty: 11055.741211
	Iteration 64Q: 3 clusters Score -1842267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1842269.875000 Penalty: 11055.741211
	Iteration 65Q: 3 clusters Score -1842270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1842269.125000 Penalty: 11055.741211
	Iteration 66Q: 3 clusters Score -1842269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1842269.125000 Penalty: 11055.741211
	Iteration 67Q: 3 clusters Score -1842269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1842269.125000 Penalty: 11055.741211
	Iteration 68F: 3 clusters Score -1842269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Entering Unmasked Estep 
Score: -3938179.500000 Penalty: 5972.830078
	Iteration 0F: 2 clusters Score -3938180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3923423.750000 Penalty: 11945.660156
	Iteration 0F: 3 clusters Score -3923424 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3927117.750000 Penalty: 11945.660156
	Iteration 1F: 3 clusters Score -3927118 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3927692.250000 Penalty: 11945.660156
	Iteration 2F: 3 clusters Score -3927692 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3928027.750000 Penalty: 11945.660156
	Iteration 3Q: 3 clusters Score -3928028 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3928252.500000 Penalty: 11945.660156
	Iteration 4Q: 3 clusters Score -3928252 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3928416.000000 Penalty: 11945.660156
	Iteration 5Q: 3 clusters Score -3928416 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3928542.500000 Penalty: 11945.660156
	Iteration 6Q: 3 clusters Score -3928542 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3928640.750000 Penalty: 11945.660156
	Iteration 7Q: 3 clusters Score -3928641 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3928732.000000 Penalty: 11945.660156
	Iteration 8Q: 3 clusters Score -3928732 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -3928801.250000 Penalty: 11945.660156
	Iteration 9Q: 3 clusters Score -3928801 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3928836.250000 Penalty: 11945.660156
	Iteration 10Q: 3 clusters Score -3928836 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3928897.750000 Penalty: 11945.660156
	Iteration 11Q: 3 clusters Score -3928898 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -3928951.750000 Penalty: 11945.660156
	Iteration 12Q: 3 clusters Score -3928952 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -3929002.500000 Penalty: 11945.660156
	Iteration 13Q: 3 clusters Score -3929002 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3929057.500000 Penalty: 11945.660156
	Iteration 14Q: 3 clusters Score -3929058 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3929089.500000 Penalty: 11945.660156
	Iteration 15Q: 3 clusters Score -3929090 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3929131.750000 Penalty: 11945.660156
	Iteration 16Q: 3 clusters Score -3929132 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3929179.000000 Penalty: 11945.660156
	Iteration 17Q: 3 clusters Score -3929179 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -3929219.500000 Penalty: 11945.660156
	Iteration 18Q: 3 clusters Score -3929220 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3929263.750000 Penalty: 11945.660156
	Iteration 19Q: 3 clusters Score -3929264 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3929301.500000 Penalty: 11945.660156
	Iteration 20F: 3 clusters Score -3929302 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3929363.500000 Penalty: 11945.660156
	Iteration 21Q: 3 clusters Score -3929364 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3929407.000000 Penalty: 11945.660156
	Iteration 22Q: 3 clusters Score -3929407 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3929475.750000 Penalty: 11945.660156
	Iteration 23Q: 3 clusters Score -3929476 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3929575.750000 Penalty: 11945.660156
	Iteration 24Q: 3 clusters Score -3929576 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3929654.750000 Penalty: 11945.660156
	Iteration 25Q: 3 clusters Score -3929655 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3929762.250000 Penalty: 11945.660156
	Iteration 26Q: 3 clusters Score -3929762 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3929889.000000 Penalty: 11945.660156
	Iteration 27Q: 3 clusters Score -3929889 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3930016.000000 Penalty: 11945.660156
	Iteration 28Q: 3 clusters Score -3930016 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3930197.500000 Penalty: 11945.660156
	Iteration 29Q: 3 clusters Score -3930198 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3930395.500000 Penalty: 11945.660156
	Iteration 30Q: 3 clusters Score -3930396 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3930618.500000 Penalty: 11945.660156
	Iteration 31Q: 3 clusters Score -3930618 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3930893.000000 Penalty: 11945.660156
	Iteration 32Q: 3 clusters Score -3930893 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3931152.500000 Penalty: 11945.660156
	Iteration 33Q: 3 clusters Score -3931152 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3931474.500000 Penalty: 11945.660156
	Iteration 34Q: 3 clusters Score -3931474 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3931763.250000 Penalty: 11945.660156
	Iteration 35Q: 3 clusters Score -3931763 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3932006.750000 Penalty: 11945.660156
	Iteration 36Q: 3 clusters Score -3932007 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3932216.750000 Penalty: 11945.660156
	Iteration 37Q: 3 clusters Score -3932217 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3932383.250000 Penalty: 11945.660156
	Iteration 38Q: 3 clusters Score -3932383 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3932510.000000 Penalty: 11945.660156
	Iteration 39Q: 3 clusters Score -3932510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3932604.750000 Penalty: 11945.660156
	Iteration 40F: 3 clusters Score -3932605 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3932691.250000 Penalty: 11945.660156
	Iteration 41Q: 3 clusters Score -3932691 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3932762.750000 Penalty: 11945.660156
	Iteration 42Q: 3 clusters Score -3932763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3932817.250000 Penalty: 11945.660156
	Iteration 43Q: 3 clusters Score -3932817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3932845.500000 Penalty: 11945.660156
	Iteration 44Q: 3 clusters Score -3932846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3932872.000000 Penalty: 11945.660156
	Iteration 45Q: 3 clusters Score -3932872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3932884.750000 Penalty: 11945.660156
	Iteration 46Q: 3 clusters Score -3932885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3932886.500000 Penalty: 11945.660156
	Iteration 47Q: 3 clusters Score -3932886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3932892.000000 Penalty: 11945.660156
	Iteration 48Q: 3 clusters Score -3932892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3932909.250000 Penalty: 11945.660156
	Iteration 49Q: 3 clusters Score -3932909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3932920.250000 Penalty: 11945.660156
	Iteration 50Q: 3 clusters Score -3932920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3932926.250000 Penalty: 11945.660156
	Iteration 51Q: 3 clusters Score -3932926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3932934.000000 Penalty: 11945.660156
	Iteration 52Q: 3 clusters Score -3932934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3932945.500000 Penalty: 11945.660156
	Iteration 53Q: 3 clusters Score -3932946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3932952.250000 Penalty: 11945.660156
	Iteration 54Q: 3 clusters Score -3932952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3932955.500000 Penalty: 11945.660156
	Iteration 55Q: 3 clusters Score -3932956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3932961.000000 Penalty: 11945.660156
	Iteration 56Q: 3 clusters Score -3932961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3932966.000000 Penalty: 11945.660156
	Iteration 57Q: 3 clusters Score -3932966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3932968.250000 Penalty: 11945.660156
	Iteration 58Q: 3 clusters Score -3932968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3932967.500000 Penalty: 11945.660156
	Iteration 59Q: 3 clusters Score -3932968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3932967.500000 Penalty: 11945.660156
	Iteration 60F: 3 clusters Score -3932968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (87082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Entering Unmasked Estep 
Score: -20091358.000000 Penalty: 6966.945801
	Iteration 0F: 2 clusters Score -2.009136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -20032166.000000 Penalty: 13933.891602
	Iteration 0F: 3 clusters Score -2.003217e+07 nChanged 39468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -20053842.000000 Penalty: 13933.891602
	Iteration 1F: 3 clusters Score -2.005384e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -20054762.000000 Penalty: 13933.891602
	Iteration 2Q: 3 clusters Score -2.005476e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -20055590.000000 Penalty: 13933.891602
	Iteration 3Q: 3 clusters Score -2.005559e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -20056662.000000 Penalty: 13933.891602
	Iteration 4Q: 3 clusters Score -2.005666e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -20058110.000000 Penalty: 13933.891602
	Iteration 5Q: 3 clusters Score -2.005811e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -20060238.000000 Penalty: 13933.891602
	Iteration 6Q: 3 clusters Score -2.006024e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -20063690.000000 Penalty: 13933.891602
	Iteration 7F: 3 clusters Score -2.006369e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -20068682.000000 Penalty: 13933.891602
	Iteration 8F: 3 clusters Score -2.006868e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -20074656.000000 Penalty: 13933.891602
	Iteration 9F: 3 clusters Score -2.007466e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -20080026.000000 Penalty: 13933.891602
	Iteration 10F: 3 clusters Score -2.008003e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -20083068.000000 Penalty: 13933.891602
	Iteration 11Q: 3 clusters Score -2.008307e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20084132.000000 Penalty: 13933.891602
	Iteration 12Q: 3 clusters Score -2.008413e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -20084648.000000 Penalty: 13933.891602
	Iteration 13Q: 3 clusters Score -2.008465e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -20084878.000000 Penalty: 13933.891602
	Iteration 14Q: 3 clusters Score -2.008488e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20084986.000000 Penalty: 13933.891602
	Iteration 15Q: 3 clusters Score -2.008499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -20085062.000000 Penalty: 13933.891602
	Iteration 16Q: 3 clusters Score -2.008506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20085118.000000 Penalty: 13933.891602
	Iteration 17Q: 3 clusters Score -2.008512e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -20085174.000000 Penalty: 13933.891602
	Iteration 18Q: 3 clusters Score -2.008517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -20085194.000000 Penalty: 13933.891602
	Iteration 19Q: 3 clusters Score -2.008519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -20085214.000000 Penalty: 13933.891602
	Iteration 20F: 3 clusters Score -2.008521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -20085210.000000 Penalty: 13933.891602
	Iteration 21Q: 3 clusters Score -2.008521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -20085218.000000 Penalty: 13933.891602
	Iteration 22Q: 3 clusters Score -2.008522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -20085208.000000 Penalty: 13933.891602
	Iteration 23Q: 3 clusters Score -2.008521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -20085208.000000 Penalty: 13933.891602
	Iteration 24F: 3 clusters Score -2.008521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -1873297.875000 Penalty: 5536.507324
	Iteration 0F: 2 clusters Score -1873298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1864084.375000 Penalty: 11073.014648
	Iteration 0F: 3 clusters Score -1864084 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1865858.875000 Penalty: 11073.014648
	Iteration 1F: 3 clusters Score -1865859 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1866240.250000 Penalty: 11073.014648
	Iteration 2F: 3 clusters Score -1866240 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1866470.125000 Penalty: 11073.014648
	Iteration 3Q: 3 clusters Score -1866470 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1866620.625000 Penalty: 11073.014648
	Iteration 4Q: 3 clusters Score -1866621 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1866742.125000 Penalty: 11073.014648
	Iteration 5Q: 3 clusters Score -1866742 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1866834.625000 Penalty: 11073.014648
	Iteration 6Q: 3 clusters Score -1866835 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1866911.250000 Penalty: 11073.014648
	Iteration 7Q: 3 clusters Score -1866911 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1866970.500000 Penalty: 11073.014648
	Iteration 8Q: 3 clusters Score -1866970 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1867015.750000 Penalty: 11073.014648
	Iteration 9Q: 3 clusters Score -1867016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1867057.125000 Penalty: 11073.014648
	Iteration 10Q: 3 clusters Score -1867057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1867092.875000 Penalty: 11073.014648
	Iteration 11Q: 3 clusters Score -1867093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1867113.625000 Penalty: 11073.014648
	Iteration 12Q: 3 clusters Score -1867114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1867134.875000 Penalty: 11073.014648
	Iteration 13Q: 3 clusters Score -1867135 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1867171.375000 Penalty: 11073.014648
	Iteration 14Q: 3 clusters Score -1867171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1867210.750000 Penalty: 11073.014648
	Iteration 15Q: 3 clusters Score -1867211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1867251.000000 Penalty: 11073.014648
	Iteration 16Q: 3 clusters Score -1867251 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1867282.875000 Penalty: 11073.014648
	Iteration 17Q: 3 clusters Score -1867283 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1867322.375000 Penalty: 11073.014648
	Iteration 18Q: 3 clusters Score -1867322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1867354.250000 Penalty: 11073.014648
	Iteration 19Q: 3 clusters Score -1867354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1867390.625000 Penalty: 11073.014648
	Iteration 20F: 3 clusters Score -1867391 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1867417.125000 Penalty: 11073.014648
	Iteration 21Q: 3 clusters Score -1867417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1867445.375000 Penalty: 11073.014648
	Iteration 22Q: 3 clusters Score -1867445 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1867481.500000 Penalty: 11073.014648
	Iteration 23Q: 3 clusters Score -1867482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1867524.500000 Penalty: 11073.014648
	Iteration 24Q: 3 clusters Score -1867524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1867565.750000 Penalty: 11073.014648
	Iteration 25Q: 3 clusters Score -1867566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1867617.000000 Penalty: 11073.014648
	Iteration 26Q: 3 clusters Score -1867617 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1867658.625000 Penalty: 11073.014648
	Iteration 27Q: 3 clusters Score -1867659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1867695.375000 Penalty: 11073.014648
	Iteration 28Q: 3 clusters Score -1867695 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1867725.500000 Penalty: 11073.014648
	Iteration 29Q: 3 clusters Score -1867726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1867750.000000 Penalty: 11073.014648
	Iteration 30Q: 3 clusters Score -1867750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1867766.000000 Penalty: 11073.014648
	Iteration 31Q: 3 clusters Score -1867766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1867787.000000 Penalty: 11073.014648
	Iteration 32Q: 3 clusters Score -1867787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1867807.000000 Penalty: 11073.014648
	Iteration 33Q: 3 clusters Score -1867807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1867831.000000 Penalty: 11073.014648
	Iteration 34Q: 3 clusters Score -1867831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1867850.625000 Penalty: 11073.014648
	Iteration 35Q: 3 clusters Score -1867851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1867879.875000 Penalty: 11073.014648
	Iteration 36Q: 3 clusters Score -1867880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1867914.375000 Penalty: 11073.014648
	Iteration 37Q: 3 clusters Score -1867914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1867959.125000 Penalty: 11073.014648
	Iteration 38Q: 3 clusters Score -1867959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1867995.750000 Penalty: 11073.014648
	Iteration 39Q: 3 clusters Score -1867996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1868035.750000 Penalty: 11073.014648
	Iteration 40F: 3 clusters Score -1868036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1868078.375000 Penalty: 11073.014648
	Iteration 41Q: 3 clusters Score -1868078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1868122.250000 Penalty: 11073.014648
	Iteration 42Q: 3 clusters Score -1868122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1868165.625000 Penalty: 11073.014648
	Iteration 43Q: 3 clusters Score -1868166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1868223.250000 Penalty: 11073.014648
	Iteration 44Q: 3 clusters Score -1868223 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1868275.125000 Penalty: 11073.014648
	Iteration 45Q: 3 clusters Score -1868275 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1868323.375000 Penalty: 11073.014648
	Iteration 46Q: 3 clusters Score -1868323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1868362.875000 Penalty: 11073.014648
	Iteration 47Q: 3 clusters Score -1868363 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1868405.250000 Penalty: 11073.014648
	Iteration 48Q: 3 clusters Score -1868405 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1868440.875000 Penalty: 11073.014648
	Iteration 49Q: 3 clusters Score -1868441 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1868473.125000 Penalty: 11073.014648
	Iteration 50Q: 3 clusters Score -1868473 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1868512.875000 Penalty: 11073.014648
	Iteration 51Q: 3 clusters Score -1868513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1868550.625000 Penalty: 11073.014648
	Iteration 52Q: 3 clusters Score -1868551 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1868596.625000 Penalty: 11073.014648
	Iteration 53Q: 3 clusters Score -1868597 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1868629.250000 Penalty: 11073.014648
	Iteration 54Q: 3 clusters Score -1868629 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1868663.125000 Penalty: 11073.014648
	Iteration 55Q: 3 clusters Score -1868663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1868694.375000 Penalty: 11073.014648
	Iteration 56Q: 3 clusters Score -1868694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1868739.375000 Penalty: 11073.014648
	Iteration 57Q: 3 clusters Score -1868739 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1868790.500000 Penalty: 11073.014648
	Iteration 58Q: 3 clusters Score -1868790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1868858.250000 Penalty: 11073.014648
	Iteration 59Q: 3 clusters Score -1868858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1868943.500000 Penalty: 11073.014648
	Iteration 60F: 3 clusters Score -1868944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1869032.625000 Penalty: 11073.014648
	Iteration 61Q: 3 clusters Score -1869033 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1869158.500000 Penalty: 11073.014648
	Iteration 62Q: 3 clusters Score -1869158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1869292.250000 Penalty: 11073.014648
	Iteration 63Q: 3 clusters Score -1869292 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1869412.375000 Penalty: 11073.014648
	Iteration 64Q: 3 clusters Score -1869412 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1869532.875000 Penalty: 11073.014648
	Iteration 65Q: 3 clusters Score -1869533 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1869635.875000 Penalty: 11073.014648
	Iteration 66Q: 3 clusters Score -1869636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1869716.125000 Penalty: 11073.014648
	Iteration 67Q: 3 clusters Score -1869716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1869760.625000 Penalty: 11073.014648
	Iteration 68Q: 3 clusters Score -1869761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1869797.500000 Penalty: 11073.014648
	Iteration 69Q: 3 clusters Score -1869798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1869828.875000 Penalty: 11073.014648
	Iteration 70Q: 3 clusters Score -1869829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1869854.000000 Penalty: 11073.014648
	Iteration 71Q: 3 clusters Score -1869854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1869882.125000 Penalty: 11073.014648
	Iteration 72Q: 3 clusters Score -1869882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1869889.125000 Penalty: 11073.014648
	Iteration 73Q: 3 clusters Score -1869889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1869898.250000 Penalty: 11073.014648
	Iteration 74Q: 3 clusters Score -1869898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1869907.500000 Penalty: 11073.014648
	Iteration 75Q: 3 clusters Score -1869908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1869915.750000 Penalty: 11073.014648
	Iteration 76Q: 3 clusters Score -1869916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1869916.500000 Penalty: 11073.014648
	Iteration 77Q: 3 clusters Score -1869916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1869920.125000 Penalty: 11073.014648
	Iteration 78Q: 3 clusters Score -1869920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1869922.375000 Penalty: 11073.014648
	Iteration 79Q: 3 clusters Score -1869922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1869927.625000 Penalty: 11073.014648
	Iteration 80F: 3 clusters Score -1869928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1869927.375000 Penalty: 11073.014648
	Iteration 81Q: 3 clusters Score -1869927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1869929.625000 Penalty: 11073.014648
	Iteration 82Q: 3 clusters Score -1869930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1869931.250000 Penalty: 11073.014648
	Iteration 83Q: 3 clusters Score -1869931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1869930.125000 Penalty: 11073.014648
	Iteration 84Q: 3 clusters Score -1869930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1869930.125000 Penalty: 11073.014648
	Iteration 85F: 3 clusters Score -1869930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Entering Unmasked Estep 
Score: -3635374.500000 Penalty: 5931.350586
	Iteration 0F: 2 clusters Score -3635374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3621382.250000 Penalty: 11862.701172
	Iteration 0F: 3 clusters Score -3621382 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3624663.000000 Penalty: 11862.701172
	Iteration 1F: 3 clusters Score -3624663 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3625158.250000 Penalty: 11862.701172
	Iteration 2F: 3 clusters Score -3625158 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3625467.000000 Penalty: 11862.701172
	Iteration 3Q: 3 clusters Score -3625467 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3625658.500000 Penalty: 11862.701172
	Iteration 4Q: 3 clusters Score -3625658 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3625805.000000 Penalty: 11862.701172
	Iteration 5Q: 3 clusters Score -3625805 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3625926.750000 Penalty: 11862.701172
	Iteration 6Q: 3 clusters Score -3625927 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3626022.250000 Penalty: 11862.701172
	Iteration 7Q: 3 clusters Score -3626022 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3626093.250000 Penalty: 11862.701172
	Iteration 8Q: 3 clusters Score -3626093 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3626151.250000 Penalty: 11862.701172
	Iteration 9Q: 3 clusters Score -3626151 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3626212.750000 Penalty: 11862.701172
	Iteration 10Q: 3 clusters Score -3626213 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3626250.500000 Penalty: 11862.701172
	Iteration 11Q: 3 clusters Score -3626250 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3626293.250000 Penalty: 11862.701172
	Iteration 12Q: 3 clusters Score -3626293 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3626319.750000 Penalty: 11862.701172
	Iteration 13Q: 3 clusters Score -3626320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3626343.750000 Penalty: 11862.701172
	Iteration 14Q: 3 clusters Score -3626344 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3626372.750000 Penalty: 11862.701172
	Iteration 15Q: 3 clusters Score -3626373 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3626405.250000 Penalty: 11862.701172
	Iteration 16Q: 3 clusters Score -3626405 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3626433.500000 Penalty: 11862.701172
	Iteration 17Q: 3 clusters Score -3626434 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3626452.250000 Penalty: 11862.701172
	Iteration 18Q: 3 clusters Score -3626452 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3626468.500000 Penalty: 11862.701172
	Iteration 19Q: 3 clusters Score -3626468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -3626502.000000 Penalty: 11862.701172
	Iteration 20F: 3 clusters Score -3626502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3626510.250000 Penalty: 11862.701172
	Iteration 21Q: 3 clusters Score -3626510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3626516.000000 Penalty: 11862.701172
	Iteration 22Q: 3 clusters Score -3626516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3626524.750000 Penalty: 11862.701172
	Iteration 23Q: 3 clusters Score -3626525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3626528.750000 Penalty: 11862.701172
	Iteration 24Q: 3 clusters Score -3626529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3626546.000000 Penalty: 11862.701172
	Iteration 25Q: 3 clusters Score -3626546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3626557.750000 Penalty: 11862.701172
	Iteration 26Q: 3 clusters Score -3626558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3626550.250000 Penalty: 11862.701172
	Iteration 27Q: 3 clusters Score -3626550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3626560.500000 Penalty: 11862.701172
	Iteration 28Q: 3 clusters Score -3626560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3626572.750000 Penalty: 11862.701172
	Iteration 29Q: 3 clusters Score -3626573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3626589.000000 Penalty: 11862.701172
	Iteration 30Q: 3 clusters Score -3626589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3626586.500000 Penalty: 11862.701172
	Iteration 31Q: 3 clusters Score -3626586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3626595.750000 Penalty: 11862.701172
	Iteration 32Q: 3 clusters Score -3626596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3626605.750000 Penalty: 11862.701172
	Iteration 33Q: 3 clusters Score -3626606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3626612.250000 Penalty: 11862.701172
	Iteration 34Q: 3 clusters Score -3626612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3626626.750000 Penalty: 11862.701172
	Iteration 35Q: 3 clusters Score -3626627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3626634.000000 Penalty: 11862.701172
	Iteration 36Q: 3 clusters Score -3626634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3626647.000000 Penalty: 11862.701172
	Iteration 37Q: 3 clusters Score -3626647 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3626655.500000 Penalty: 11862.701172
	Iteration 38Q: 3 clusters Score -3626656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3626681.000000 Penalty: 11862.701172
	Iteration 39Q: 3 clusters Score -3626681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3626696.750000 Penalty: 11862.701172
	Iteration 40F: 3 clusters Score -3626697 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3626724.750000 Penalty: 11862.701172
	Iteration 41Q: 3 clusters Score -3626725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -3626732.750000 Penalty: 11862.701172
	Iteration 42Q: 3 clusters Score -3626733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3626746.250000 Penalty: 11862.701172
	Iteration 43Q: 3 clusters Score -3626746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3626766.500000 Penalty: 11862.701172
	Iteration 44Q: 3 clusters Score -3626766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3626775.750000 Penalty: 11862.701172
	Iteration 45Q: 3 clusters Score -3626776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3626807.500000 Penalty: 11862.701172
	Iteration 46Q: 3 clusters Score -3626808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3626829.250000 Penalty: 11862.701172
	Iteration 47Q: 3 clusters Score -3626829 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3626869.750000 Penalty: 11862.701172
	Iteration 48Q: 3 clusters Score -3626870 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3626903.750000 Penalty: 11862.701172
	Iteration 49Q: 3 clusters Score -3626904 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3626934.750000 Penalty: 11862.701172
	Iteration 50Q: 3 clusters Score -3626935 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3626983.750000 Penalty: 11862.701172
	Iteration 51Q: 3 clusters Score -3626984 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3627031.750000 Penalty: 11862.701172
	Iteration 52Q: 3 clusters Score -3627032 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -3627094.000000 Penalty: 11862.701172
	Iteration 53Q: 3 clusters Score -3627094 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3627160.500000 Penalty: 11862.701172
	Iteration 54Q: 3 clusters Score -3627160 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3627217.250000 Penalty: 11862.701172
	Iteration 55Q: 3 clusters Score -3627217 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3627296.750000 Penalty: 11862.701172
	Iteration 56Q: 3 clusters Score -3627297 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3627395.250000 Penalty: 11862.701172
	Iteration 57Q: 3 clusters Score -3627395 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3627520.500000 Penalty: 11862.701172
	Iteration 58Q: 3 clusters Score -3627520 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3627679.500000 Penalty: 11862.701172
	Iteration 59Q: 3 clusters Score -3627680 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3627827.000000 Penalty: 11862.701172
	Iteration 60F: 3 clusters Score -3627827 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3628000.250000 Penalty: 11862.701172
	Iteration 61Q: 3 clusters Score -3628000 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3628200.500000 Penalty: 11862.701172
	Iteration 62Q: 3 clusters Score -3628200 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3628388.000000 Penalty: 11862.701172
	Iteration 63Q: 3 clusters Score -3628388 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3628624.250000 Penalty: 11862.701172
	Iteration 64Q: 3 clusters Score -3628624 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3628808.250000 Penalty: 11862.701172
	Iteration 65Q: 3 clusters Score -3628808 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3628974.500000 Penalty: 11862.701172
	Iteration 66Q: 3 clusters Score -3628974 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3629144.500000 Penalty: 11862.701172
	Iteration 67Q: 3 clusters Score -3629144 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3629325.250000 Penalty: 11862.701172
	Iteration 68Q: 3 clusters Score -3629325 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3629476.250000 Penalty: 11862.701172
	Iteration 69Q: 3 clusters Score -3629476 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3629613.500000 Penalty: 11862.701172
	Iteration 70Q: 3 clusters Score -3629614 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3629712.750000 Penalty: 11862.701172
	Iteration 71Q: 3 clusters Score -3629713 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3629790.250000 Penalty: 11862.701172
	Iteration 72Q: 3 clusters Score -3629790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3629873.000000 Penalty: 11862.701172
	Iteration 73Q: 3 clusters Score -3629873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3629927.750000 Penalty: 11862.701172
	Iteration 74Q: 3 clusters Score -3629928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3629977.750000 Penalty: 11862.701172
	Iteration 75Q: 3 clusters Score -3629978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3630011.750000 Penalty: 11862.701172
	Iteration 76Q: 3 clusters Score -3630012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3630063.500000 Penalty: 11862.701172
	Iteration 77Q: 3 clusters Score -3630064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3630093.000000 Penalty: 11862.701172
	Iteration 78Q: 3 clusters Score -3630093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3630104.250000 Penalty: 11862.701172
	Iteration 79Q: 3 clusters Score -3630104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3630113.250000 Penalty: 11862.701172
	Iteration 80F: 3 clusters Score -3630113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3630125.000000 Penalty: 11862.701172
	Iteration 81Q: 3 clusters Score -3630125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3630138.500000 Penalty: 11862.701172
	Iteration 82Q: 3 clusters Score -3630138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3630148.250000 Penalty: 11862.701172
	Iteration 83Q: 3 clusters Score -3630148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3630159.500000 Penalty: 11862.701172
	Iteration 84Q: 3 clusters Score -3630160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3630170.500000 Penalty: 11862.701172
	Iteration 85Q: 3 clusters Score -3630170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3630170.750000 Penalty: 11862.701172
	Iteration 86Q: 3 clusters Score -3630171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3630169.500000 Penalty: 11862.701172
	Iteration 87Q: 3 clusters Score -3630170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3630176.500000 Penalty: 11862.701172
	Iteration 88Q: 3 clusters Score -3630176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3630178.000000 Penalty: 11862.701172
	Iteration 89Q: 3 clusters Score -3630178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3630178.250000 Penalty: 11862.701172
	Iteration 90Q: 3 clusters Score -3630178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3630177.250000 Penalty: 11862.701172
	Iteration 91Q: 3 clusters Score -3630177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3630180.000000 Penalty: 11862.701172
	Iteration 92Q: 3 clusters Score -3630180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3630178.500000 Penalty: 11862.701172
	Iteration 93Q: 3 clusters Score -3630178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3630180.750000 Penalty: 11862.701172
	Iteration 94Q: 3 clusters Score -3630181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3630178.750000 Penalty: 11862.701172
	Iteration 95Q: 3 clusters Score -3630179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3630178.750000 Penalty: 11862.701172
	Iteration 96F: 3 clusters Score -3630179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -187622.890625 Penalty: 4167.826172
	Iteration 0F: 2 clusters Score -187622.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -183772.015625 Penalty: 8335.652344
	Iteration 0F: 3 clusters Score -183772 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -184102.296875 Penalty: 8335.652344
	Iteration 1F: 3 clusters Score -184102.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -184269.859375 Penalty: 8335.652344
	Iteration 2Q: 3 clusters Score -184269.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -184369.812500 Penalty: 8335.652344
	Iteration 3Q: 3 clusters Score -184369.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -184445.953125 Penalty: 8335.652344
	Iteration 4Q: 3 clusters Score -184446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -184495.656250 Penalty: 8335.652344
	Iteration 5Q: 3 clusters Score -184495.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -184562.984375 Penalty: 8335.652344
	Iteration 6Q: 3 clusters Score -184563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -184611.562500 Penalty: 8335.652344
	Iteration 7Q: 3 clusters Score -184611.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -184660.421875 Penalty: 8335.652344
	Iteration 8Q: 3 clusters Score -184660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -184718.515625 Penalty: 8335.652344
	Iteration 9Q: 3 clusters Score -184718.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -184789.437500 Penalty: 8335.652344
	Iteration 10Q: 3 clusters Score -184789.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -184829.015625 Penalty: 8335.652344
	Iteration 11Q: 3 clusters Score -184829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -184888.765625 Penalty: 8335.652344
	Iteration 12Q: 3 clusters Score -184888.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -184929.546875 Penalty: 8335.652344
	Iteration 13Q: 3 clusters Score -184929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -184940.843750 Penalty: 8335.652344
	Iteration 14Q: 3 clusters Score -184940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -184951.593750 Penalty: 8335.652344
	Iteration 15Q: 3 clusters Score -184951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -184955.734375 Penalty: 8335.652344
	Iteration 16Q: 3 clusters Score -184955.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -184958.968750 Penalty: 8335.652344
	Iteration 17Q: 3 clusters Score -184959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -184966.921875 Penalty: 8335.652344
	Iteration 18Q: 3 clusters Score -184966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -184993.828125 Penalty: 8335.652344
	Iteration 19Q: 3 clusters Score -184993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -185012.343750 Penalty: 8335.652344
	Iteration 20F: 3 clusters Score -185012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -185028.906250 Penalty: 8335.652344
	Iteration 21Q: 3 clusters Score -185028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185050.562500 Penalty: 8335.652344
	Iteration 22Q: 3 clusters Score -185050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185078.937500 Penalty: 8335.652344
	Iteration 23Q: 3 clusters Score -185078.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -185138.078125 Penalty: 8335.652344
	Iteration 24Q: 3 clusters Score -185138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185152.906250 Penalty: 8335.652344
	Iteration 25Q: 3 clusters Score -185152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -185161.625000 Penalty: 8335.652344
	Iteration 26Q: 3 clusters Score -185161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -185170.062500 Penalty: 8335.652344
	Iteration 27Q: 3 clusters Score -185170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -185170.062500 Penalty: 8335.652344
	Iteration 28F: 3 clusters Score -185170.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Entering Unmasked Estep 
Score: -2168535.250000 Penalty: 5630.644531
	Iteration 0F: 2 clusters Score -2168535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2158409.000000 Penalty: 11261.289062
	Iteration 0F: 3 clusters Score -2158409 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2160489.750000 Penalty: 11261.289062
	Iteration 1F: 3 clusters Score -2160490 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2160999.000000 Penalty: 11261.289062
	Iteration 2F: 3 clusters Score -2160999 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2161312.500000 Penalty: 11261.289062
	Iteration 3F: 3 clusters Score -2161312 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2161537.000000 Penalty: 11261.289062
	Iteration 4Q: 3 clusters Score -2161537 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2161690.750000 Penalty: 11261.289062
	Iteration 5Q: 3 clusters Score -2161691 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2161803.000000 Penalty: 11261.289062
	Iteration 6Q: 3 clusters Score -2161803 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2161890.750000 Penalty: 11261.289062
	Iteration 7Q: 3 clusters Score -2161891 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2161977.250000 Penalty: 11261.289062
	Iteration 8Q: 3 clusters Score -2161977 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2162050.000000 Penalty: 11261.289062
	Iteration 9Q: 3 clusters Score -2162050 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2162121.750000 Penalty: 11261.289062
	Iteration 10Q: 3 clusters Score -2162122 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2162188.000000 Penalty: 11261.289062
	Iteration 11Q: 3 clusters Score -2162188 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2162261.750000 Penalty: 11261.289062
	Iteration 12Q: 3 clusters Score -2162262 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2162328.500000 Penalty: 11261.289062
	Iteration 13Q: 3 clusters Score -2162328 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2162403.000000 Penalty: 11261.289062
	Iteration 14Q: 3 clusters Score -2162403 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2162479.500000 Penalty: 11261.289062
	Iteration 15Q: 3 clusters Score -2162480 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2162551.750000 Penalty: 11261.289062
	Iteration 16Q: 3 clusters Score -2162552 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2162621.000000 Penalty: 11261.289062
	Iteration 17Q: 3 clusters Score -2162621 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2162691.000000 Penalty: 11261.289062
	Iteration 18Q: 3 clusters Score -2162691 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2162770.500000 Penalty: 11261.289062
	Iteration 19Q: 3 clusters Score -2162770 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2162856.750000 Penalty: 11261.289062
	Iteration 20F: 3 clusters Score -2162857 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2162943.750000 Penalty: 11261.289062
	Iteration 21Q: 3 clusters Score -2162944 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2163059.750000 Penalty: 11261.289062
	Iteration 22Q: 3 clusters Score -2163060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2163164.000000 Penalty: 11261.289062
	Iteration 23Q: 3 clusters Score -2163164 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2163293.000000 Penalty: 11261.289062
	Iteration 24Q: 3 clusters Score -2163293 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2163408.750000 Penalty: 11261.289062
	Iteration 25Q: 3 clusters Score -2163409 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2163517.250000 Penalty: 11261.289062
	Iteration 26Q: 3 clusters Score -2163517 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2163617.750000 Penalty: 11261.289062
	Iteration 27Q: 3 clusters Score -2163618 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2163700.750000 Penalty: 11261.289062
	Iteration 28Q: 3 clusters Score -2163701 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2163787.750000 Penalty: 11261.289062
	Iteration 29Q: 3 clusters Score -2163788 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2163863.750000 Penalty: 11261.289062
	Iteration 30Q: 3 clusters Score -2163864 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2163940.250000 Penalty: 11261.289062
	Iteration 31Q: 3 clusters Score -2163940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2164027.750000 Penalty: 11261.289062
	Iteration 32Q: 3 clusters Score -2164028 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2164089.250000 Penalty: 11261.289062
	Iteration 33Q: 3 clusters Score -2164089 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2164140.500000 Penalty: 11261.289062
	Iteration 34Q: 3 clusters Score -2164140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2164182.750000 Penalty: 11261.289062
	Iteration 35Q: 3 clusters Score -2164183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2164214.750000 Penalty: 11261.289062
	Iteration 36Q: 3 clusters Score -2164215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2164241.000000 Penalty: 11261.289062
	Iteration 37Q: 3 clusters Score -2164241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2164259.500000 Penalty: 11261.289062
	Iteration 38Q: 3 clusters Score -2164260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2164286.500000 Penalty: 11261.289062
	Iteration 39Q: 3 clusters Score -2164286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2164308.250000 Penalty: 11261.289062
	Iteration 40F: 3 clusters Score -2164308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2164332.750000 Penalty: 11261.289062
	Iteration 41Q: 3 clusters Score -2164333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2164335.500000 Penalty: 11261.289062
	Iteration 42Q: 3 clusters Score -2164336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2164339.250000 Penalty: 11261.289062
	Iteration 43Q: 3 clusters Score -2164339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2164337.500000 Penalty: 11261.289062
	Iteration 44Q: 3 clusters Score -2164338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2164346.000000 Penalty: 11261.289062
	Iteration 45Q: 3 clusters Score -2164346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2164350.250000 Penalty: 11261.289062
	Iteration 46Q: 3 clusters Score -2164350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2164352.500000 Penalty: 11261.289062
	Iteration 47Q: 3 clusters Score -2164352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2164355.000000 Penalty: 11261.289062
	Iteration 48Q: 3 clusters Score -2164355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2164353.250000 Penalty: 11261.289062
	Iteration 49Q: 3 clusters Score -2164353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2164359.250000 Penalty: 11261.289062
	Iteration 50Q: 3 clusters Score -2164359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2164360.250000 Penalty: 11261.289062
	Iteration 51Q: 3 clusters Score -2164360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2164362.500000 Penalty: 11261.289062
	Iteration 52Q: 3 clusters Score -2164362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2164362.500000 Penalty: 11261.289062
	Iteration 53F: 3 clusters Score -2164362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Entering Unmasked Estep 
Score: -2210172.250000 Penalty: 5667.472656
	Iteration 0F: 2 clusters Score -2210172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2199683.500000 Penalty: 11334.945312
	Iteration 0F: 3 clusters Score -2199684 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2201963.250000 Penalty: 11334.945312
	Iteration 1F: 3 clusters Score -2201963 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2202566.250000 Penalty: 11334.945312
	Iteration 2F: 3 clusters Score -2202566 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2203072.500000 Penalty: 11334.945312
	Iteration 3F: 3 clusters Score -2203072 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2203589.250000 Penalty: 11334.945312
	Iteration 4F: 3 clusters Score -2203589 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2204089.250000 Penalty: 11334.945312
	Iteration 5F: 3 clusters Score -2204089 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2204595.500000 Penalty: 11334.945312
	Iteration 6Q: 3 clusters Score -2204596 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2205190.750000 Penalty: 11334.945312
	Iteration 7F: 3 clusters Score -2205191 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2205726.500000 Penalty: 11334.945312
	Iteration 8F: 3 clusters Score -2205726 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2206170.000000 Penalty: 11334.945312
	Iteration 9Q: 3 clusters Score -2206170 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2206498.250000 Penalty: 11334.945312
	Iteration 10Q: 3 clusters Score -2206498 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2206744.250000 Penalty: 11334.945312
	Iteration 11Q: 3 clusters Score -2206744 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2206898.000000 Penalty: 11334.945312
	Iteration 12Q: 3 clusters Score -2206898 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2207004.000000 Penalty: 11334.945312
	Iteration 13Q: 3 clusters Score -2207004 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2207073.250000 Penalty: 11334.945312
	Iteration 14Q: 3 clusters Score -2207073 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2207114.500000 Penalty: 11334.945312
	Iteration 15Q: 3 clusters Score -2207114 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2207152.000000 Penalty: 11334.945312
	Iteration 16Q: 3 clusters Score -2207152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2207178.250000 Penalty: 11334.945312
	Iteration 17Q: 3 clusters Score -2207178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2207199.750000 Penalty: 11334.945312
	Iteration 18Q: 3 clusters Score -2207200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2207216.750000 Penalty: 11334.945312
	Iteration 19Q: 3 clusters Score -2207217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2207238.000000 Penalty: 11334.945312
	Iteration 20F: 3 clusters Score -2207238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2207256.750000 Penalty: 11334.945312
	Iteration 21Q: 3 clusters Score -2207257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2207269.500000 Penalty: 11334.945312
	Iteration 22Q: 3 clusters Score -2207270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2207280.750000 Penalty: 11334.945312
	Iteration 23Q: 3 clusters Score -2207281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2207285.750000 Penalty: 11334.945312
	Iteration 24Q: 3 clusters Score -2207286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2207289.000000 Penalty: 11334.945312
	Iteration 25Q: 3 clusters Score -2207289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2207299.750000 Penalty: 11334.945312
	Iteration 26Q: 3 clusters Score -2207300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2207295.250000 Penalty: 11334.945312
	Iteration 27Q: 3 clusters Score -2207295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2207298.750000 Penalty: 11334.945312
	Iteration 28Q: 3 clusters Score -2207299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2207306.500000 Penalty: 11334.945312
	Iteration 29Q: 3 clusters Score -2207306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2207310.000000 Penalty: 11334.945312
	Iteration 30Q: 3 clusters Score -2207310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2207313.750000 Penalty: 11334.945312
	Iteration 31Q: 3 clusters Score -2207314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2207311.750000 Penalty: 11334.945312
	Iteration 32Q: 3 clusters Score -2207312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2207311.750000 Penalty: 11334.945312
	Iteration 33F: 3 clusters Score -2207312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Entering Unmasked Estep 
Score: -7757698.000000 Penalty: 6390.895508
	Iteration 0F: 2 clusters Score -7757698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -7732324.000000 Penalty: 12781.791016
	Iteration 0F: 3 clusters Score -7732324 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -7739909.500000 Penalty: 12781.791016
	Iteration 1F: 3 clusters Score -7739910 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -7740685.000000 Penalty: 12781.791016
	Iteration 2F: 3 clusters Score -7740685 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -7741150.500000 Penalty: 12781.791016
	Iteration 3Q: 3 clusters Score -7741150 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -7741590.000000 Penalty: 12781.791016
	Iteration 4Q: 3 clusters Score -7741590 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -7741954.000000 Penalty: 12781.791016
	Iteration 5Q: 3 clusters Score -7741954 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -7742262.500000 Penalty: 12781.791016
	Iteration 6Q: 3 clusters Score -7742262 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -7742560.500000 Penalty: 12781.791016
	Iteration 7Q: 3 clusters Score -7742560 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -7742978.500000 Penalty: 12781.791016
	Iteration 8Q: 3 clusters Score -7742978 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -7743491.500000 Penalty: 12781.791016
	Iteration 9Q: 3 clusters Score -7743492 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -7744081.500000 Penalty: 12781.791016
	Iteration 10Q: 3 clusters Score -7744082 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -7744936.500000 Penalty: 12781.791016
	Iteration 11Q: 3 clusters Score -7744936 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -7746064.500000 Penalty: 12781.791016
	Iteration 12Q: 3 clusters Score -7746064 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -7747415.000000 Penalty: 12781.791016
	Iteration 13F: 3 clusters Score -7747415 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -7748788.500000 Penalty: 12781.791016
	Iteration 14Q: 3 clusters Score -7748788 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7749986.500000 Penalty: 12781.791016
	Iteration 15Q: 3 clusters Score -7749986 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7750794.500000 Penalty: 12781.791016
	Iteration 16Q: 3 clusters Score -7750794 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7751262.000000 Penalty: 12781.791016
	Iteration 17Q: 3 clusters Score -7751262 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7751547.000000 Penalty: 12781.791016
	Iteration 18Q: 3 clusters Score -7751547 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7751742.500000 Penalty: 12781.791016
	Iteration 19Q: 3 clusters Score -7751742 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7751893.500000 Penalty: 12781.791016
	Iteration 20F: 3 clusters Score -7751894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7751995.000000 Penalty: 12781.791016
	Iteration 21Q: 3 clusters Score -7751995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7752050.500000 Penalty: 12781.791016
	Iteration 22Q: 3 clusters Score -7752050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7752085.500000 Penalty: 12781.791016
	Iteration 23Q: 3 clusters Score -7752086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7752108.500000 Penalty: 12781.791016
	Iteration 24Q: 3 clusters Score -7752108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7752118.500000 Penalty: 12781.791016
	Iteration 25Q: 3 clusters Score -7752118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7752125.000000 Penalty: 12781.791016
	Iteration 26Q: 3 clusters Score -7752125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7752136.000000 Penalty: 12781.791016
	Iteration 27Q: 3 clusters Score -7752136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7752160.500000 Penalty: 12781.791016
	Iteration 28Q: 3 clusters Score -7752160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7752157.000000 Penalty: 12781.791016
	Iteration 29Q: 3 clusters Score -7752157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7752166.500000 Penalty: 12781.791016
	Iteration 30Q: 3 clusters Score -7752166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7752179.500000 Penalty: 12781.791016
	Iteration 31Q: 3 clusters Score -7752180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7752182.500000 Penalty: 12781.791016
	Iteration 32Q: 3 clusters Score -7752182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7752186.000000 Penalty: 12781.791016
	Iteration 33Q: 3 clusters Score -7752186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7752192.000000 Penalty: 12781.791016
	Iteration 34Q: 3 clusters Score -7752192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7752192.000000 Penalty: 12781.791016
	Iteration 35Q: 3 clusters Score -7752192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7752186.000000 Penalty: 12781.791016
	Iteration 36Q: 3 clusters Score -7752186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7752201.500000 Penalty: 12781.791016
	Iteration 37Q: 3 clusters Score -7752202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7752201.500000 Penalty: 12781.791016
	Iteration 38F: 3 clusters Score -7752202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Entering Unmasked Estep 
Score: -1940354.750000 Penalty: 5570.918945
	Iteration 0F: 2 clusters Score -1940355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1930822.625000 Penalty: 11141.837891
	Iteration 0F: 3 clusters Score -1930823 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1932779.750000 Penalty: 11141.837891
	Iteration 1F: 3 clusters Score -1932780 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1933242.125000 Penalty: 11141.837891
	Iteration 2F: 3 clusters Score -1933242 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1933581.375000 Penalty: 11141.837891
	Iteration 3Q: 3 clusters Score -1933581 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1933868.500000 Penalty: 11141.837891
	Iteration 4Q: 3 clusters Score -1933868 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1934107.125000 Penalty: 11141.837891
	Iteration 5Q: 3 clusters Score -1934107 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1934318.375000 Penalty: 11141.837891
	Iteration 6Q: 3 clusters Score -1934318 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1934519.000000 Penalty: 11141.837891
	Iteration 7Q: 3 clusters Score -1934519 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1934695.375000 Penalty: 11141.837891
	Iteration 8Q: 3 clusters Score -1934695 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1934870.125000 Penalty: 11141.837891
	Iteration 9Q: 3 clusters Score -1934870 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1935027.250000 Penalty: 11141.837891
	Iteration 10Q: 3 clusters Score -1935027 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1935159.500000 Penalty: 11141.837891
	Iteration 11Q: 3 clusters Score -1935160 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1935310.375000 Penalty: 11141.837891
	Iteration 12Q: 3 clusters Score -1935310 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1935450.750000 Penalty: 11141.837891
	Iteration 13Q: 3 clusters Score -1935451 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1935571.625000 Penalty: 11141.837891
	Iteration 14Q: 3 clusters Score -1935572 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1935666.875000 Penalty: 11141.837891
	Iteration 15Q: 3 clusters Score -1935667 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1935745.000000 Penalty: 11141.837891
	Iteration 16Q: 3 clusters Score -1935745 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1935810.625000 Penalty: 11141.837891
	Iteration 17Q: 3 clusters Score -1935811 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1935856.875000 Penalty: 11141.837891
	Iteration 18Q: 3 clusters Score -1935857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1935912.000000 Penalty: 11141.837891
	Iteration 19Q: 3 clusters Score -1935912 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1935962.125000 Penalty: 11141.837891
	Iteration 20F: 3 clusters Score -1935962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1936003.375000 Penalty: 11141.837891
	Iteration 21Q: 3 clusters Score -1936003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1936045.125000 Penalty: 11141.837891
	Iteration 22Q: 3 clusters Score -1936045 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1936086.250000 Penalty: 11141.837891
	Iteration 23Q: 3 clusters Score -1936086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1936116.125000 Penalty: 11141.837891
	Iteration 24Q: 3 clusters Score -1936116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1936139.375000 Penalty: 11141.837891
	Iteration 25Q: 3 clusters Score -1936139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1936172.500000 Penalty: 11141.837891
	Iteration 26Q: 3 clusters Score -1936172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1936198.625000 Penalty: 11141.837891
	Iteration 27Q: 3 clusters Score -1936199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1936231.000000 Penalty: 11141.837891
	Iteration 28Q: 3 clusters Score -1936231 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1936264.250000 Penalty: 11141.837891
	Iteration 29Q: 3 clusters Score -1936264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1936288.875000 Penalty: 11141.837891
	Iteration 30Q: 3 clusters Score -1936289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1936321.750000 Penalty: 11141.837891
	Iteration 31Q: 3 clusters Score -1936322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1936345.875000 Penalty: 11141.837891
	Iteration 32Q: 3 clusters Score -1936346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1936367.875000 Penalty: 11141.837891
	Iteration 33Q: 3 clusters Score -1936368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1936385.750000 Penalty: 11141.837891
	Iteration 34Q: 3 clusters Score -1936386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1936407.875000 Penalty: 11141.837891
	Iteration 35Q: 3 clusters Score -1936408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1936422.500000 Penalty: 11141.837891
	Iteration 36Q: 3 clusters Score -1936422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1936442.125000 Penalty: 11141.837891
	Iteration 37Q: 3 clusters Score -1936442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1936463.000000 Penalty: 11141.837891
	Iteration 38Q: 3 clusters Score -1936463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1936481.500000 Penalty: 11141.837891
	Iteration 39Q: 3 clusters Score -1936482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1936494.125000 Penalty: 11141.837891
	Iteration 40F: 3 clusters Score -1936494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1936515.875000 Penalty: 11141.837891
	Iteration 41Q: 3 clusters Score -1936516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1936544.125000 Penalty: 11141.837891
	Iteration 42Q: 3 clusters Score -1936544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1936563.875000 Penalty: 11141.837891
	Iteration 43Q: 3 clusters Score -1936564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1936589.500000 Penalty: 11141.837891
	Iteration 44Q: 3 clusters Score -1936590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1936602.750000 Penalty: 11141.837891
	Iteration 45Q: 3 clusters Score -1936603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1936611.500000 Penalty: 11141.837891
	Iteration 46Q: 3 clusters Score -1936612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1936622.375000 Penalty: 11141.837891
	Iteration 47Q: 3 clusters Score -1936622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1936633.750000 Penalty: 11141.837891
	Iteration 48Q: 3 clusters Score -1936634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1936635.375000 Penalty: 11141.837891
	Iteration 49Q: 3 clusters Score -1936635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1936640.875000 Penalty: 11141.837891
	Iteration 50Q: 3 clusters Score -1936641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1936643.250000 Penalty: 11141.837891
	Iteration 51Q: 3 clusters Score -1936643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1936645.875000 Penalty: 11141.837891
	Iteration 52Q: 3 clusters Score -1936646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1936648.750000 Penalty: 11141.837891
	Iteration 53Q: 3 clusters Score -1936649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1936649.500000 Penalty: 11141.837891
	Iteration 54Q: 3 clusters Score -1936650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1936648.000000 Penalty: 11141.837891
	Iteration 55Q: 3 clusters Score -1936648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1936649.125000 Penalty: 11141.837891
	Iteration 56Q: 3 clusters Score -1936649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1936651.125000 Penalty: 11141.837891
	Iteration 57Q: 3 clusters Score -1936651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1936651.625000 Penalty: 11141.837891
	Iteration 58Q: 3 clusters Score -1936652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1936654.375000 Penalty: 11141.837891
	Iteration 59Q: 3 clusters Score -1936654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1936655.000000 Penalty: 11141.837891
	Iteration 60F: 3 clusters Score -1936655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1936656.625000 Penalty: 11141.837891
	Iteration 61Q: 3 clusters Score -1936657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1936656.625000 Penalty: 11141.837891
	Iteration 62F: 3 clusters Score -1936657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Entering Unmasked Estep 
Score: -5146202.500000 Penalty: 6149.997070
	Iteration 0F: 2 clusters Score -5146202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -5127769.500000 Penalty: 12299.994141
	Iteration 0F: 3 clusters Score -5127770 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -5132795.500000 Penalty: 12299.994141
	Iteration 1F: 3 clusters Score -5132796 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -5133495.000000 Penalty: 12299.994141
	Iteration 2F: 3 clusters Score -5133495 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -5133945.000000 Penalty: 12299.994141
	Iteration 3Q: 3 clusters Score -5133945 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -5134303.000000 Penalty: 12299.994141
	Iteration 4Q: 3 clusters Score -5134303 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -5134558.000000 Penalty: 12299.994141
	Iteration 5Q: 3 clusters Score -5134558 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -5134821.500000 Penalty: 12299.994141
	Iteration 6Q: 3 clusters Score -5134822 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -5135102.000000 Penalty: 12299.994141
	Iteration 7Q: 3 clusters Score -5135102 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -5135359.000000 Penalty: 12299.994141
	Iteration 8Q: 3 clusters Score -5135359 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -5135686.000000 Penalty: 12299.994141
	Iteration 9Q: 3 clusters Score -5135686 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -5136015.500000 Penalty: 12299.994141
	Iteration 10Q: 3 clusters Score -5136016 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -5136408.000000 Penalty: 12299.994141
	Iteration 11Q: 3 clusters Score -5136408 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -5136844.500000 Penalty: 12299.994141
	Iteration 12Q: 3 clusters Score -5136844 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -5137309.500000 Penalty: 12299.994141
	Iteration 13Q: 3 clusters Score -5137310 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -5137815.000000 Penalty: 12299.994141
	Iteration 14Q: 3 clusters Score -5137815 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -5138338.000000 Penalty: 12299.994141
	Iteration 15Q: 3 clusters Score -5138338 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -5138859.000000 Penalty: 12299.994141
	Iteration 16Q: 3 clusters Score -5138859 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -5139447.500000 Penalty: 12299.994141
	Iteration 17Q: 3 clusters Score -5139448 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -5140010.000000 Penalty: 12299.994141
	Iteration 18Q: 3 clusters Score -5140010 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5140479.500000 Penalty: 12299.994141
	Iteration 19Q: 3 clusters Score -5140480 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5140752.000000 Penalty: 12299.994141
	Iteration 20F: 3 clusters Score -5140752 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5140974.000000 Penalty: 12299.994141
	Iteration 21Q: 3 clusters Score -5140974 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5141106.500000 Penalty: 12299.994141
	Iteration 22Q: 3 clusters Score -5141106 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -5141200.000000 Penalty: 12299.994141
	Iteration 23Q: 3 clusters Score -5141200 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5141265.500000 Penalty: 12299.994141
	Iteration 24Q: 3 clusters Score -5141266 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -5141332.500000 Penalty: 12299.994141
	Iteration 25Q: 3 clusters Score -5141332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5141361.500000 Penalty: 12299.994141
	Iteration 26Q: 3 clusters Score -5141362 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5141381.000000 Penalty: 12299.994141
	Iteration 27Q: 3 clusters Score -5141381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5141413.500000 Penalty: 12299.994141
	Iteration 28Q: 3 clusters Score -5141414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5141426.500000 Penalty: 12299.994141
	Iteration 29Q: 3 clusters Score -5141426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5141440.500000 Penalty: 12299.994141
	Iteration 30Q: 3 clusters Score -5141440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5141447.000000 Penalty: 12299.994141
	Iteration 31Q: 3 clusters Score -5141447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5141466.000000 Penalty: 12299.994141
	Iteration 32Q: 3 clusters Score -5141466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5141466.500000 Penalty: 12299.994141
	Iteration 33Q: 3 clusters Score -5141466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5141492.000000 Penalty: 12299.994141
	Iteration 34Q: 3 clusters Score -5141492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5141498.500000 Penalty: 12299.994141
	Iteration 35Q: 3 clusters Score -5141498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5141503.500000 Penalty: 12299.994141
	Iteration 36Q: 3 clusters Score -5141504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5141518.000000 Penalty: 12299.994141
	Iteration 37Q: 3 clusters Score -5141518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5141516.500000 Penalty: 12299.994141
	Iteration 38Q: 3 clusters Score -5141516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5141516.500000 Penalty: 12299.994141
	Iteration 39F: 3 clusters Score -5141516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Entering Unmasked Estep 
Score: -2053731.000000 Penalty: 5594.442383
	Iteration 0F: 2 clusters Score -2053731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2043991.250000 Penalty: 11188.884766
	Iteration 0F: 3 clusters Score -2043991 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2045981.000000 Penalty: 11188.884766
	Iteration 1F: 3 clusters Score -2045981 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2046423.375000 Penalty: 11188.884766
	Iteration 2F: 3 clusters Score -2046423 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2046678.125000 Penalty: 11188.884766
	Iteration 3Q: 3 clusters Score -2046678 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2046845.000000 Penalty: 11188.884766
	Iteration 4Q: 3 clusters Score -2046845 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2046961.375000 Penalty: 11188.884766
	Iteration 5Q: 3 clusters Score -2046961 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2047049.000000 Penalty: 11188.884766
	Iteration 6Q: 3 clusters Score -2047049 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2047101.625000 Penalty: 11188.884766
	Iteration 7Q: 3 clusters Score -2047102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2047154.750000 Penalty: 11188.884766
	Iteration 8Q: 3 clusters Score -2047155 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2047180.750000 Penalty: 11188.884766
	Iteration 9Q: 3 clusters Score -2047181 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2047232.375000 Penalty: 11188.884766
	Iteration 10Q: 3 clusters Score -2047232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2047277.125000 Penalty: 11188.884766
	Iteration 11Q: 3 clusters Score -2047277 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2047317.250000 Penalty: 11188.884766
	Iteration 12Q: 3 clusters Score -2047317 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2047349.375000 Penalty: 11188.884766
	Iteration 13Q: 3 clusters Score -2047349 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2047380.500000 Penalty: 11188.884766
	Iteration 14Q: 3 clusters Score -2047380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2047411.125000 Penalty: 11188.884766
	Iteration 15Q: 3 clusters Score -2047411 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2047430.750000 Penalty: 11188.884766
	Iteration 16Q: 3 clusters Score -2047431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2047452.375000 Penalty: 11188.884766
	Iteration 17Q: 3 clusters Score -2047452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2047475.750000 Penalty: 11188.884766
	Iteration 18Q: 3 clusters Score -2047476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2047489.000000 Penalty: 11188.884766
	Iteration 19Q: 3 clusters Score -2047489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2047501.125000 Penalty: 11188.884766
	Iteration 20F: 3 clusters Score -2047501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2047516.375000 Penalty: 11188.884766
	Iteration 21Q: 3 clusters Score -2047516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2047533.250000 Penalty: 11188.884766
	Iteration 22Q: 3 clusters Score -2047533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2047539.250000 Penalty: 11188.884766
	Iteration 23Q: 3 clusters Score -2047539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2047557.250000 Penalty: 11188.884766
	Iteration 24Q: 3 clusters Score -2047557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2047562.500000 Penalty: 11188.884766
	Iteration 25Q: 3 clusters Score -2047562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2047566.500000 Penalty: 11188.884766
	Iteration 26Q: 3 clusters Score -2047566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2047582.500000 Penalty: 11188.884766
	Iteration 27Q: 3 clusters Score -2047582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2047586.375000 Penalty: 11188.884766
	Iteration 28Q: 3 clusters Score -2047586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2047590.750000 Penalty: 11188.884766
	Iteration 29Q: 3 clusters Score -2047591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2047592.875000 Penalty: 11188.884766
	Iteration 30Q: 3 clusters Score -2047593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2047596.250000 Penalty: 11188.884766
	Iteration 31Q: 3 clusters Score -2047596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2047605.000000 Penalty: 11188.884766
	Iteration 32Q: 3 clusters Score -2047605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2047609.125000 Penalty: 11188.884766
	Iteration 33Q: 3 clusters Score -2047609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2047616.125000 Penalty: 11188.884766
	Iteration 34Q: 3 clusters Score -2047616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2047618.125000 Penalty: 11188.884766
	Iteration 35Q: 3 clusters Score -2047618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2047619.000000 Penalty: 11188.884766
	Iteration 36Q: 3 clusters Score -2047619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2047621.375000 Penalty: 11188.884766
	Iteration 37Q: 3 clusters Score -2047621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2047627.625000 Penalty: 11188.884766
	Iteration 38Q: 3 clusters Score -2047628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2047629.875000 Penalty: 11188.884766
	Iteration 39Q: 3 clusters Score -2047630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2047628.500000 Penalty: 11188.884766
	Iteration 40F: 3 clusters Score -2047628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2047629.375000 Penalty: 11188.884766
	Iteration 41Q: 3 clusters Score -2047629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2047637.625000 Penalty: 11188.884766
	Iteration 42Q: 3 clusters Score -2047638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2047640.750000 Penalty: 11188.884766
	Iteration 43Q: 3 clusters Score -2047641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2047641.000000 Penalty: 11188.884766
	Iteration 44Q: 3 clusters Score -2047641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2047643.750000 Penalty: 11188.884766
	Iteration 45Q: 3 clusters Score -2047644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2047647.750000 Penalty: 11188.884766
	Iteration 46Q: 3 clusters Score -2047648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2047650.625000 Penalty: 11188.884766
	Iteration 47Q: 3 clusters Score -2047651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2047650.125000 Penalty: 11188.884766
	Iteration 48Q: 3 clusters Score -2047650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2047653.500000 Penalty: 11188.884766
	Iteration 49Q: 3 clusters Score -2047654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2047653.250000 Penalty: 11188.884766
	Iteration 50Q: 3 clusters Score -2047653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2047655.250000 Penalty: 11188.884766
	Iteration 51Q: 3 clusters Score -2047655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2047654.625000 Penalty: 11188.884766
	Iteration 52Q: 3 clusters Score -2047655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2047651.875000 Penalty: 11188.884766
	Iteration 53Q: 3 clusters Score -2047652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2047652.750000 Penalty: 11188.884766
	Iteration 54Q: 3 clusters Score -2047653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2047652.750000 Penalty: 11188.884766
	Iteration 55F: 3 clusters Score -2047653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (124314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124314 members 
Entering Unmasked Estep 
Score: -28628392.000000 Penalty: 7184.971680
	Iteration 0F: 2 clusters Score -2.862839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -28547118.000000 Penalty: 14369.943359
	Iteration 0F: 3 clusters Score -2.854712e+07 nChanged 57344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -28579556.000000 Penalty: 14369.943359
	Iteration 1F: 3 clusters Score -2.857956e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -28581512.000000 Penalty: 14369.943359
	Iteration 2Q: 3 clusters Score -2.858151e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -28583582.000000 Penalty: 14369.943359
	Iteration 3Q: 3 clusters Score -2.858358e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -28586178.000000 Penalty: 14369.943359
	Iteration 4Q: 3 clusters Score -2.858618e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -28589694.000000 Penalty: 14369.943359
	Iteration 5F: 3 clusters Score -2.858969e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -28594712.000000 Penalty: 14369.943359
	Iteration 6F: 3 clusters Score -2.859471e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -28600290.000000 Penalty: 14369.943359
	Iteration 7F: 3 clusters Score -2.860029e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -28606084.000000 Penalty: 14369.943359
	Iteration 8F: 3 clusters Score -2.860608e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 90810 members 
Entering Unmasked Estep 
Score: -28611048.000000 Penalty: 14369.943359
	Iteration 9F: 3 clusters Score -2.861105e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -28615494.000000 Penalty: 14369.943359
	Iteration 10Q: 3 clusters Score -2.861549e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 100470 members 
Entering Unmasked Estep 
Score: -28618856.000000 Penalty: 14369.943359
	Iteration 11Q: 3 clusters Score -2.861886e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 103824 members 
Entering Unmasked Estep 
Score: -28621064.000000 Penalty: 14369.943359
	Iteration 12Q: 3 clusters Score -2.862106e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -28622660.000000 Penalty: 14369.943359
	Iteration 13Q: 3 clusters Score -2.862266e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 108372 members 
Entering Unmasked Estep 
Score: -28623718.000000 Penalty: 14369.943359
	Iteration 14Q: 3 clusters Score -2.862372e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -28624424.000000 Penalty: 14369.943359
	Iteration 15Q: 3 clusters Score -2.862442e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 111120 members 
Entering Unmasked Estep 
Score: -28624770.000000 Penalty: 14369.943359
	Iteration 16Q: 3 clusters Score -2.862477e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 112168 members 
Entering Unmasked Estep 
Score: -28625154.000000 Penalty: 14369.943359
	Iteration 17Q: 3 clusters Score -2.862515e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 113015 members 
Entering Unmasked Estep 
Score: -28625354.000000 Penalty: 14369.943359
	Iteration 18Q: 3 clusters Score -2.862535e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 113664 members 
Entering Unmasked Estep 
Score: -28625358.000000 Penalty: 14369.943359
	Iteration 19Q: 3 clusters Score -2.862536e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 114175 members 
Entering Unmasked Estep 
Score: -28625464.000000 Penalty: 14369.943359
	Iteration 20F: 3 clusters Score -2.862546e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -28625542.000000 Penalty: 14369.943359
	Iteration 21Q: 3 clusters Score -2.862554e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 114910 members 
Entering Unmasked Estep 
Score: -28625644.000000 Penalty: 14369.943359
	Iteration 22Q: 3 clusters Score -2.862564e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 115209 members 
Entering Unmasked Estep 
Score: -28625760.000000 Penalty: 14369.943359
	Iteration 23Q: 3 clusters Score -2.862576e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 115480 members 
Entering Unmasked Estep 
Score: -28625862.000000 Penalty: 14369.943359
	Iteration 24Q: 3 clusters Score -2.862586e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 115736 members 
Entering Unmasked Estep 
Score: -28625866.000000 Penalty: 14369.943359
	Iteration 25Q: 3 clusters Score -2.862587e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 115962 members 
Entering Unmasked Estep 
Score: -28625982.000000 Penalty: 14369.943359
	Iteration 26Q: 3 clusters Score -2.862598e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 116183 members 
Entering Unmasked Estep 
Score: -28626006.000000 Penalty: 14369.943359
	Iteration 27Q: 3 clusters Score -2.862601e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 116375 members 
Entering Unmasked Estep 
Score: -28626046.000000 Penalty: 14369.943359
	Iteration 28Q: 3 clusters Score -2.862605e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 116549 members 
Entering Unmasked Estep 
Score: -28626126.000000 Penalty: 14369.943359
	Iteration 29Q: 3 clusters Score -2.862613e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 116720 members 
Entering Unmasked Estep 
Score: -28626176.000000 Penalty: 14369.943359
	Iteration 30Q: 3 clusters Score -2.862618e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 116893 members 
Entering Unmasked Estep 
Score: -28626274.000000 Penalty: 14369.943359
	Iteration 31Q: 3 clusters Score -2.862627e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -28626378.000000 Penalty: 14369.943359
	Iteration 32Q: 3 clusters Score -2.862638e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 117259 members 
Entering Unmasked Estep 
Score: -28626606.000000 Penalty: 14369.943359
	Iteration 33Q: 3 clusters Score -2.862661e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 117441 members 
Entering Unmasked Estep 
Score: -28626786.000000 Penalty: 14369.943359
	Iteration 34Q: 3 clusters Score -2.862679e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -28626944.000000 Penalty: 14369.943359
	Iteration 35Q: 3 clusters Score -2.862694e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 117653 members 
Entering Unmasked Estep 
Score: -28626978.000000 Penalty: 14369.943359
	Iteration 36Q: 3 clusters Score -2.862698e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 117706 members 
Entering Unmasked Estep 
Score: -28627022.000000 Penalty: 14369.943359
	Iteration 37Q: 3 clusters Score -2.862702e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 117741 members 
Entering Unmasked Estep 
Score: -28627034.000000 Penalty: 14369.943359
	Iteration 38Q: 3 clusters Score -2.862703e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 117783 members 
Entering Unmasked Estep 
Score: -28627064.000000 Penalty: 14369.943359
	Iteration 39Q: 3 clusters Score -2.862706e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 117803 members 
Entering Unmasked Estep 
Score: -28627068.000000 Penalty: 14369.943359
	Iteration 40F: 3 clusters Score -2.862707e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 117806 members 
Entering Unmasked Estep 
Score: -28627062.000000 Penalty: 14369.943359
	Iteration 41Q: 3 clusters Score -2.862706e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 117814 members 
Entering Unmasked Estep 
Score: -28627044.000000 Penalty: 14369.943359
	Iteration 42Q: 3 clusters Score -2.862704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 117824 members 
Entering Unmasked Estep 
Score: -28627026.000000 Penalty: 14369.943359
	Iteration 43Q: 3 clusters Score -2.862703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 117829 members 
Entering Unmasked Estep 
Score: -28627032.000000 Penalty: 14369.943359
	Iteration 44Q: 3 clusters Score -2.862703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 117834 members 
Entering Unmasked Estep 
Score: -28627040.000000 Penalty: 14369.943359
	Iteration 45Q: 3 clusters Score -2.862704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 117838 members 
Entering Unmasked Estep 
Score: -28627030.000000 Penalty: 14369.943359
	Iteration 46Q: 3 clusters Score -2.862703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 117839 members 
Entering Unmasked Estep 
Score: -28627048.000000 Penalty: 14369.943359
	Iteration 47Q: 3 clusters Score -2.862705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 117840 members 
Entering Unmasked Estep 
Score: -28627038.000000 Penalty: 14369.943359
	Iteration 48Q: 3 clusters Score -2.862704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 117842 members 
Entering Unmasked Estep 
Score: -28627030.000000 Penalty: 14369.943359
	Iteration 49Q: 3 clusters Score -2.862703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 117845 members 
Entering Unmasked Estep 
Score: -28627028.000000 Penalty: 14369.943359
	Iteration 50Q: 3 clusters Score -2.862703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 117845 members 
Entering Unmasked Estep 
Score: -28627028.000000 Penalty: 14369.943359
	Iteration 51F: 3 clusters Score -2.862703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Entering Unmasked Estep 
Score: -2504584.250000 Penalty: 5699.320801
	Iteration 0F: 2 clusters Score -2504584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2493750.500000 Penalty: 11398.641602
	Iteration 0F: 3 clusters Score -2493750 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2496023.250000 Penalty: 11398.641602
	Iteration 1F: 3 clusters Score -2496023 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2496506.750000 Penalty: 11398.641602
	Iteration 2F: 3 clusters Score -2496507 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2496809.000000 Penalty: 11398.641602
	Iteration 3F: 3 clusters Score -2496809 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2497017.250000 Penalty: 11398.641602
	Iteration 4Q: 3 clusters Score -2497017 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2497213.000000 Penalty: 11398.641602
	Iteration 5Q: 3 clusters Score -2497213 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2497364.000000 Penalty: 11398.641602
	Iteration 6Q: 3 clusters Score -2497364 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2497522.250000 Penalty: 11398.641602
	Iteration 7Q: 3 clusters Score -2497522 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2497665.000000 Penalty: 11398.641602
	Iteration 8Q: 3 clusters Score -2497665 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2497819.500000 Penalty: 11398.641602
	Iteration 9Q: 3 clusters Score -2497820 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2498004.250000 Penalty: 11398.641602
	Iteration 10Q: 3 clusters Score -2498004 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2498195.250000 Penalty: 11398.641602
	Iteration 11Q: 3 clusters Score -2498195 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2498357.500000 Penalty: 11398.641602
	Iteration 12Q: 3 clusters Score -2498358 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2498522.750000 Penalty: 11398.641602
	Iteration 13Q: 3 clusters Score -2498523 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2498642.750000 Penalty: 11398.641602
	Iteration 14Q: 3 clusters Score -2498643 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2498758.250000 Penalty: 11398.641602
	Iteration 15Q: 3 clusters Score -2498758 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2498846.500000 Penalty: 11398.641602
	Iteration 16Q: 3 clusters Score -2498846 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2498943.750000 Penalty: 11398.641602
	Iteration 17Q: 3 clusters Score -2498944 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2499026.750000 Penalty: 11398.641602
	Iteration 18Q: 3 clusters Score -2499027 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2499081.750000 Penalty: 11398.641602
	Iteration 19Q: 3 clusters Score -2499082 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2499134.750000 Penalty: 11398.641602
	Iteration 20F: 3 clusters Score -2499135 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2499185.000000 Penalty: 11398.641602
	Iteration 21Q: 3 clusters Score -2499185 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2499235.500000 Penalty: 11398.641602
	Iteration 22Q: 3 clusters Score -2499236 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2499287.750000 Penalty: 11398.641602
	Iteration 23Q: 3 clusters Score -2499288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2499318.000000 Penalty: 11398.641602
	Iteration 24Q: 3 clusters Score -2499318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2499358.250000 Penalty: 11398.641602
	Iteration 25Q: 3 clusters Score -2499358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2499404.500000 Penalty: 11398.641602
	Iteration 26Q: 3 clusters Score -2499404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2499428.000000 Penalty: 11398.641602
	Iteration 27Q: 3 clusters Score -2499428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2499457.000000 Penalty: 11398.641602
	Iteration 28Q: 3 clusters Score -2499457 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2499493.500000 Penalty: 11398.641602
	Iteration 29Q: 3 clusters Score -2499494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2499511.000000 Penalty: 11398.641602
	Iteration 30Q: 3 clusters Score -2499511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2499531.250000 Penalty: 11398.641602
	Iteration 31Q: 3 clusters Score -2499531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2499550.250000 Penalty: 11398.641602
	Iteration 32Q: 3 clusters Score -2499550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2499571.000000 Penalty: 11398.641602
	Iteration 33Q: 3 clusters Score -2499571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2499589.500000 Penalty: 11398.641602
	Iteration 34Q: 3 clusters Score -2499590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2499597.750000 Penalty: 11398.641602
	Iteration 35Q: 3 clusters Score -2499598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2499614.750000 Penalty: 11398.641602
	Iteration 36Q: 3 clusters Score -2499615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2499625.250000 Penalty: 11398.641602
	Iteration 37Q: 3 clusters Score -2499625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2499646.000000 Penalty: 11398.641602
	Iteration 38Q: 3 clusters Score -2499646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2499652.500000 Penalty: 11398.641602
	Iteration 39Q: 3 clusters Score -2499652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2499673.000000 Penalty: 11398.641602
	Iteration 40F: 3 clusters Score -2499673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2499676.000000 Penalty: 11398.641602
	Iteration 41Q: 3 clusters Score -2499676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2499693.500000 Penalty: 11398.641602
	Iteration 42Q: 3 clusters Score -2499694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2499708.250000 Penalty: 11398.641602
	Iteration 43Q: 3 clusters Score -2499708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2499722.250000 Penalty: 11398.641602
	Iteration 44Q: 3 clusters Score -2499722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2499735.750000 Penalty: 11398.641602
	Iteration 45Q: 3 clusters Score -2499736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2499751.000000 Penalty: 11398.641602
	Iteration 46Q: 3 clusters Score -2499751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2499756.250000 Penalty: 11398.641602
	Iteration 47Q: 3 clusters Score -2499756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2499765.250000 Penalty: 11398.641602
	Iteration 48Q: 3 clusters Score -2499765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2499766.000000 Penalty: 11398.641602
	Iteration 49Q: 3 clusters Score -2499766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2499770.500000 Penalty: 11398.641602
	Iteration 50Q: 3 clusters Score -2499770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2499776.750000 Penalty: 11398.641602
	Iteration 51Q: 3 clusters Score -2499777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2499775.750000 Penalty: 11398.641602
	Iteration 52Q: 3 clusters Score -2499776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2499773.750000 Penalty: 11398.641602
	Iteration 53Q: 3 clusters Score -2499774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2499777.500000 Penalty: 11398.641602
	Iteration 54Q: 3 clusters Score -2499778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2499776.750000 Penalty: 11398.641602
	Iteration 55Q: 3 clusters Score -2499777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2499783.750000 Penalty: 11398.641602
	Iteration 56Q: 3 clusters Score -2499784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2499783.750000 Penalty: 11398.641602
	Iteration 57F: 3 clusters Score -2499784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124563 members 
Entering Unmasked Estep 
Score: -28524102.000000 Penalty: 7186.197266
	Iteration 0F: 2 clusters Score -2.85241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 62283 members 
Entering Unmasked Estep 
Score: -28442904.000000 Penalty: 14372.394531
	Iteration 0F: 3 clusters Score -2.84429e+07 nChanged 57300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -28473818.000000 Penalty: 14372.394531
	Iteration 1F: 3 clusters Score -2.847382e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -28474990.000000 Penalty: 14372.394531
	Iteration 2Q: 3 clusters Score -2.847499e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -28476050.000000 Penalty: 14372.394531
	Iteration 3Q: 3 clusters Score -2.847605e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -28476796.000000 Penalty: 14372.394531
	Iteration 4Q: 3 clusters Score -2.84768e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -28477570.000000 Penalty: 14372.394531
	Iteration 5Q: 3 clusters Score -2.847757e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -28478564.000000 Penalty: 14372.394531
	Iteration 6Q: 3 clusters Score -2.847856e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -28479424.000000 Penalty: 14372.394531
	Iteration 7Q: 3 clusters Score -2.847942e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -28480568.000000 Penalty: 14372.394531
	Iteration 8Q: 3 clusters Score -2.848057e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -28481868.000000 Penalty: 14372.394531
	Iteration 9Q: 3 clusters Score -2.848187e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -28483322.000000 Penalty: 14372.394531
	Iteration 10Q: 3 clusters Score -2.848332e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -28484886.000000 Penalty: 14372.394531
	Iteration 11Q: 3 clusters Score -2.848489e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -28487110.000000 Penalty: 14372.394531
	Iteration 12Q: 3 clusters Score -2.848711e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71662 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -28489810.000000 Penalty: 14372.394531
	Iteration 13Q: 3 clusters Score -2.848981e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -28493094.000000 Penalty: 14372.394531
	Iteration 14Q: 3 clusters Score -2.849309e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -28496800.000000 Penalty: 14372.394531
	Iteration 15F: 3 clusters Score -2.84968e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -28501010.000000 Penalty: 14372.394531
	Iteration 16F: 3 clusters Score -2.850101e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -28504546.000000 Penalty: 14372.394531
	Iteration 17Q: 3 clusters Score -2.850455e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -28506932.000000 Penalty: 14372.394531
	Iteration 18Q: 3 clusters Score -2.850693e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -28507952.000000 Penalty: 14372.394531
	Iteration 19Q: 3 clusters Score -2.850795e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85471 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -28508720.000000 Penalty: 14372.394531
	Iteration 20F: 3 clusters Score -2.850872e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -28509236.000000 Penalty: 14372.394531
	Iteration 21Q: 3 clusters Score -2.850924e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87529 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -28509586.000000 Penalty: 14372.394531
	Iteration 22Q: 3 clusters Score -2.850959e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88556 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -28509978.000000 Penalty: 14372.394531
	Iteration 23Q: 3 clusters Score -2.850998e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -28510394.000000 Penalty: 14372.394531
	Iteration 24Q: 3 clusters Score -2.851039e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -28510722.000000 Penalty: 14372.394531
	Iteration 25Q: 3 clusters Score -2.851072e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -28510938.000000 Penalty: 14372.394531
	Iteration 26Q: 3 clusters Score -2.851094e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -28511254.000000 Penalty: 14372.394531
	Iteration 27Q: 3 clusters Score -2.851125e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -28511554.000000 Penalty: 14372.394531
	Iteration 28Q: 3 clusters Score -2.851155e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94693 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -28511880.000000 Penalty: 14372.394531
	Iteration 29Q: 3 clusters Score -2.851188e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -28512142.000000 Penalty: 14372.394531
	Iteration 30Q: 3 clusters Score -2.851214e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -28512476.000000 Penalty: 14372.394531
	Iteration 31Q: 3 clusters Score -2.851248e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97842 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -28512810.000000 Penalty: 14372.394531
	Iteration 32Q: 3 clusters Score -2.851281e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -28513174.000000 Penalty: 14372.394531
	Iteration 33Q: 3 clusters Score -2.851317e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -28513426.000000 Penalty: 14372.394531
	Iteration 34Q: 3 clusters Score -2.851343e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101052 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -28513700.000000 Penalty: 14372.394531
	Iteration 35Q: 3 clusters Score -2.85137e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -28514054.000000 Penalty: 14372.394531
	Iteration 36Q: 3 clusters Score -2.851405e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -28514342.000000 Penalty: 14372.394531
	Iteration 37Q: 3 clusters Score -2.851434e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104215 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -28514682.000000 Penalty: 14372.394531
	Iteration 38Q: 3 clusters Score -2.851468e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105298 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -28514982.000000 Penalty: 14372.394531
	Iteration 39Q: 3 clusters Score -2.851498e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106319 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -28515314.000000 Penalty: 14372.394531
	Iteration 40F: 3 clusters Score -2.851531e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107304 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -28515618.000000 Penalty: 14372.394531
	Iteration 41Q: 3 clusters Score -2.851562e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108290 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -28516044.000000 Penalty: 14372.394531
	Iteration 42Q: 3 clusters Score -2.851604e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109247 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -28516370.000000 Penalty: 14372.394531
	Iteration 43Q: 3 clusters Score -2.851637e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110157 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -28516750.000000 Penalty: 14372.394531
	Iteration 44Q: 3 clusters Score -2.851675e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111017 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -28517054.000000 Penalty: 14372.394531
	Iteration 45Q: 3 clusters Score -2.851705e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111807 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -28517272.000000 Penalty: 14372.394531
	Iteration 46Q: 3 clusters Score -2.851727e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -28517598.000000 Penalty: 14372.394531
	Iteration 47Q: 3 clusters Score -2.85176e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113303 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -28517882.000000 Penalty: 14372.394531
	Iteration 48Q: 3 clusters Score -2.851788e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113937 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -28518032.000000 Penalty: 14372.394531
	Iteration 49Q: 3 clusters Score -2.851803e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114485 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -28518286.000000 Penalty: 14372.394531
	Iteration 50Q: 3 clusters Score -2.851829e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115017 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -28518522.000000 Penalty: 14372.394531
	Iteration 51Q: 3 clusters Score -2.851852e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115487 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -28518698.000000 Penalty: 14372.394531
	Iteration 52Q: 3 clusters Score -2.85187e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115897 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -28518732.000000 Penalty: 14372.394531
	Iteration 53Q: 3 clusters Score -2.851873e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116272 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -28518816.000000 Penalty: 14372.394531
	Iteration 54Q: 3 clusters Score -2.851882e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116608 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -28518848.000000 Penalty: 14372.394531
	Iteration 55Q: 3 clusters Score -2.851885e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116914 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -28518932.000000 Penalty: 14372.394531
	Iteration 56Q: 3 clusters Score -2.851893e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117185 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -28518938.000000 Penalty: 14372.394531
	Iteration 57Q: 3 clusters Score -2.851894e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117412 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -28518996.000000 Penalty: 14372.394531
	Iteration 58Q: 3 clusters Score -2.8519e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117650 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -28519076.000000 Penalty: 14372.394531
	Iteration 59Q: 3 clusters Score -2.851908e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117871 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -28519116.000000 Penalty: 14372.394531
	Iteration 60F: 3 clusters Score -2.851912e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118064 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -28519198.000000 Penalty: 14372.394531
	Iteration 61Q: 3 clusters Score -2.85192e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -28519214.000000 Penalty: 14372.394531
	Iteration 62Q: 3 clusters Score -2.851921e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -28519264.000000 Penalty: 14372.394531
	Iteration 63Q: 3 clusters Score -2.851926e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118548 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -28519270.000000 Penalty: 14372.394531
	Iteration 64Q: 3 clusters Score -2.851927e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -28519318.000000 Penalty: 14372.394531
	Iteration 65Q: 3 clusters Score -2.851932e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118779 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -28519374.000000 Penalty: 14372.394531
	Iteration 66Q: 3 clusters Score -2.851937e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118892 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -28519354.000000 Penalty: 14372.394531
	Iteration 67Q: 3 clusters Score -2.851935e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119003 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -28519346.000000 Penalty: 14372.394531
	Iteration 68Q: 3 clusters Score -2.851935e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119117 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -28519358.000000 Penalty: 14372.394531
	Iteration 69Q: 3 clusters Score -2.851936e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119230 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -28519358.000000 Penalty: 14372.394531
	Iteration 70Q: 3 clusters Score -2.851936e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119325 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -28519424.000000 Penalty: 14372.394531
	Iteration 71Q: 3 clusters Score -2.851942e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -28519446.000000 Penalty: 14372.394531
	Iteration 72Q: 3 clusters Score -2.851945e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119495 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -28519444.000000 Penalty: 14372.394531
	Iteration 73Q: 3 clusters Score -2.851944e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119557 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -28519490.000000 Penalty: 14372.394531
	Iteration 74Q: 3 clusters Score -2.851949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119602 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -28519480.000000 Penalty: 14372.394531
	Iteration 75Q: 3 clusters Score -2.851948e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119650 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -28519494.000000 Penalty: 14372.394531
	Iteration 76Q: 3 clusters Score -2.851949e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119688 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -28519516.000000 Penalty: 14372.394531
	Iteration 77Q: 3 clusters Score -2.851952e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -28519510.000000 Penalty: 14372.394531
	Iteration 78Q: 3 clusters Score -2.851951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119750 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -28519552.000000 Penalty: 14372.394531
	Iteration 79Q: 3 clusters Score -2.851955e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119779 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -28519550.000000 Penalty: 14372.394531
	Iteration 80F: 3 clusters Score -2.851955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119801 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -28519598.000000 Penalty: 14372.394531
	Iteration 81Q: 3 clusters Score -2.85196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119823 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -28519590.000000 Penalty: 14372.394531
	Iteration 82Q: 3 clusters Score -2.851959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119841 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -28519594.000000 Penalty: 14372.394531
	Iteration 83Q: 3 clusters Score -2.851959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119856 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -28519560.000000 Penalty: 14372.394531
	Iteration 84Q: 3 clusters Score -2.851956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119874 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -28519560.000000 Penalty: 14372.394531
	Iteration 85Q: 3 clusters Score -2.851956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -28519538.000000 Penalty: 14372.394531
	Iteration 86Q: 3 clusters Score -2.851954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119908 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -28519536.000000 Penalty: 14372.394531
	Iteration 87Q: 3 clusters Score -2.851954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119926 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -28519536.000000 Penalty: 14372.394531
	Iteration 88Q: 3 clusters Score -2.851954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119941 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -28519512.000000 Penalty: 14372.394531
	Iteration 89Q: 3 clusters Score -2.851951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119957 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -28519540.000000 Penalty: 14372.394531
	Iteration 90Q: 3 clusters Score -2.851954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119974 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -28519538.000000 Penalty: 14372.394531
	Iteration 91Q: 3 clusters Score -2.851954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119991 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -28519536.000000 Penalty: 14372.394531
	Iteration 92Q: 3 clusters Score -2.851954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120003 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -28519574.000000 Penalty: 14372.394531
	Iteration 93Q: 3 clusters Score -2.851957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120018 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -28519562.000000 Penalty: 14372.394531
	Iteration 94Q: 3 clusters Score -2.851956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120035 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -28519568.000000 Penalty: 14372.394531
	Iteration 95Q: 3 clusters Score -2.851957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120050 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -28519532.000000 Penalty: 14372.394531
	Iteration 96Q: 3 clusters Score -2.851953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120061 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -28519500.000000 Penalty: 14372.394531
	Iteration 97Q: 3 clusters Score -2.85195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120070 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -28519506.000000 Penalty: 14372.394531
	Iteration 98Q: 3 clusters Score -2.851951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120082 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -28519528.000000 Penalty: 14372.394531
	Iteration 99Q: 3 clusters Score -2.851953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120096 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -28519536.000000 Penalty: 14372.394531
	Iteration 100F: 3 clusters Score -2.851954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120104 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -28519516.000000 Penalty: 14372.394531
	Iteration 101Q: 3 clusters Score -2.851952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120110 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -28519530.000000 Penalty: 14372.394531
	Iteration 102Q: 3 clusters Score -2.851953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120117 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -28519522.000000 Penalty: 14372.394531
	Iteration 103Q: 3 clusters Score -2.851952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -28519542.000000 Penalty: 14372.394531
	Iteration 104Q: 3 clusters Score -2.851954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -28519532.000000 Penalty: 14372.394531
	Iteration 105Q: 3 clusters Score -2.851953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -28519536.000000 Penalty: 14372.394531
	Iteration 106Q: 3 clusters Score -2.851954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -28519536.000000 Penalty: 14372.394531
	Iteration 107F: 3 clusters Score -2.851954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Entering Unmasked Estep 
Score: -9255846.000000 Penalty: 6494.635254
	Iteration 0F: 2 clusters Score -9255846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -9226502.000000 Penalty: 12989.270508
	Iteration 0F: 3 clusters Score -9226502 nChanged 17424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -9235656.000000 Penalty: 12989.270508
	Iteration 1F: 3 clusters Score -9235656 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -9236408.000000 Penalty: 12989.270508
	Iteration 2F: 3 clusters Score -9236408 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -9236950.000000 Penalty: 12989.270508
	Iteration 3Q: 3 clusters Score -9236950 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -9237503.000000 Penalty: 12989.270508
	Iteration 4Q: 3 clusters Score -9237503 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -9237921.000000 Penalty: 12989.270508
	Iteration 5Q: 3 clusters Score -9237921 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -9238408.000000 Penalty: 12989.270508
	Iteration 6Q: 3 clusters Score -9238408 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -9238986.000000 Penalty: 12989.270508
	Iteration 7Q: 3 clusters Score -9238986 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -9239680.000000 Penalty: 12989.270508
	Iteration 8Q: 3 clusters Score -9239680 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -9240526.000000 Penalty: 12989.270508
	Iteration 9Q: 3 clusters Score -9240526 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -9241596.000000 Penalty: 12989.270508
	Iteration 10Q: 3 clusters Score -9241596 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -9242772.000000 Penalty: 12989.270508
	Iteration 11Q: 3 clusters Score -9242772 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -9244175.000000 Penalty: 12989.270508
	Iteration 12Q: 3 clusters Score -9244175 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -9245445.000000 Penalty: 12989.270508
	Iteration 13Q: 3 clusters Score -9245445 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -9246699.000000 Penalty: 12989.270508
	Iteration 14Q: 3 clusters Score -9246699 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -9247732.000000 Penalty: 12989.270508
	Iteration 15Q: 3 clusters Score -9247732 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -9248460.000000 Penalty: 12989.270508
	Iteration 16Q: 3 clusters Score -9248460 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -9249034.000000 Penalty: 12989.270508
	Iteration 17Q: 3 clusters Score -9249034 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -9249432.000000 Penalty: 12989.270508
	Iteration 18Q: 3 clusters Score -9249432 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -9249745.000000 Penalty: 12989.270508
	Iteration 19Q: 3 clusters Score -9249745 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -9249964.000000 Penalty: 12989.270508
	Iteration 20F: 3 clusters Score -9249964 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -9250111.000000 Penalty: 12989.270508
	Iteration 21Q: 3 clusters Score -9250111 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -9250215.000000 Penalty: 12989.270508
	Iteration 22Q: 3 clusters Score -9250215 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -9250281.000000 Penalty: 12989.270508
	Iteration 23Q: 3 clusters Score -9250281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -9250324.000000 Penalty: 12989.270508
	Iteration 24Q: 3 clusters Score -9250324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -9250369.000000 Penalty: 12989.270508
	Iteration 25Q: 3 clusters Score -9250369 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -9250401.000000 Penalty: 12989.270508
	Iteration 26Q: 3 clusters Score -9250401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -9250448.000000 Penalty: 12989.270508
	Iteration 27Q: 3 clusters Score -9250448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -9250467.000000 Penalty: 12989.270508
	Iteration 28Q: 3 clusters Score -9250467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -9250488.000000 Penalty: 12989.270508
	Iteration 29Q: 3 clusters Score -9250488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -9250501.000000 Penalty: 12989.270508
	Iteration 30Q: 3 clusters Score -9250501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -9250517.000000 Penalty: 12989.270508
	Iteration 31Q: 3 clusters Score -9250517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -9250518.000000 Penalty: 12989.270508
	Iteration 32Q: 3 clusters Score -9250518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -9250521.000000 Penalty: 12989.270508
	Iteration 33Q: 3 clusters Score -9250521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -9250525.000000 Penalty: 12989.270508
	Iteration 34Q: 3 clusters Score -9250525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -9250519.000000 Penalty: 12989.270508
	Iteration 35Q: 3 clusters Score -9250519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -9250536.000000 Penalty: 12989.270508
	Iteration 36Q: 3 clusters Score -9250536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -9250532.000000 Penalty: 12989.270508
	Iteration 37Q: 3 clusters Score -9250532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -9250534.000000 Penalty: 12989.270508
	Iteration 38Q: 3 clusters Score -9250534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -9250546.000000 Penalty: 12989.270508
	Iteration 39Q: 3 clusters Score -9250546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -9250536.000000 Penalty: 12989.270508
	Iteration 40F: 3 clusters Score -9250536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -9250547.000000 Penalty: 12989.270508
	Iteration 41Q: 3 clusters Score -9250547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -9250548.000000 Penalty: 12989.270508
	Iteration 42Q: 3 clusters Score -9250548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -9250561.000000 Penalty: 12989.270508
	Iteration 43Q: 3 clusters Score -9250561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -9250564.000000 Penalty: 12989.270508
	Iteration 44Q: 3 clusters Score -9250564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -9250569.000000 Penalty: 12989.270508
	Iteration 45Q: 3 clusters Score -9250569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -9250565.000000 Penalty: 12989.270508
	Iteration 46Q: 3 clusters Score -9250565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -9250571.000000 Penalty: 12989.270508
	Iteration 47Q: 3 clusters Score -9250571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -9250564.000000 Penalty: 12989.270508
	Iteration 48Q: 3 clusters Score -9250564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -9250564.000000 Penalty: 12989.270508
	Iteration 49F: 3 clusters Score -9250564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Entering Unmasked Estep 
Score: -4984746.500000 Penalty: 6119.119629
	Iteration 0F: 2 clusters Score -4984746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -4967152.000000 Penalty: 12238.239258
	Iteration 0F: 3 clusters Score -4967152 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -4971762.500000 Penalty: 12238.239258
	Iteration 1F: 3 clusters Score -4971762 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -4972371.000000 Penalty: 12238.239258
	Iteration 2F: 3 clusters Score -4972371 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4972775.500000 Penalty: 12238.239258
	Iteration 3Q: 3 clusters Score -4972776 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -4973024.000000 Penalty: 12238.239258
	Iteration 4Q: 3 clusters Score -4973024 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4973277.500000 Penalty: 12238.239258
	Iteration 5Q: 3 clusters Score -4973278 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -4973405.000000 Penalty: 12238.239258
	Iteration 6Q: 3 clusters Score -4973405 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4973557.000000 Penalty: 12238.239258
	Iteration 7Q: 3 clusters Score -4973557 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -4973649.000000 Penalty: 12238.239258
	Iteration 8Q: 3 clusters Score -4973649 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -4973742.000000 Penalty: 12238.239258
	Iteration 9Q: 3 clusters Score -4973742 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -4973846.000000 Penalty: 12238.239258
	Iteration 10Q: 3 clusters Score -4973846 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4973931.000000 Penalty: 12238.239258
	Iteration 11Q: 3 clusters Score -4973931 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -4974016.000000 Penalty: 12238.239258
	Iteration 12Q: 3 clusters Score -4974016 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4974081.500000 Penalty: 12238.239258
	Iteration 13Q: 3 clusters Score -4974082 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -4974176.500000 Penalty: 12238.239258
	Iteration 14Q: 3 clusters Score -4974176 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -4974230.000000 Penalty: 12238.239258
	Iteration 15Q: 3 clusters Score -4974230 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4974300.500000 Penalty: 12238.239258
	Iteration 16Q: 3 clusters Score -4974300 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -4974365.500000 Penalty: 12238.239258
	Iteration 17Q: 3 clusters Score -4974366 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -4974416.500000 Penalty: 12238.239258
	Iteration 18Q: 3 clusters Score -4974416 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -4974477.000000 Penalty: 12238.239258
	Iteration 19Q: 3 clusters Score -4974477 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -4974561.000000 Penalty: 12238.239258
	Iteration 20F: 3 clusters Score -4974561 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -4974633.500000 Penalty: 12238.239258
	Iteration 21Q: 3 clusters Score -4974634 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4974727.500000 Penalty: 12238.239258
	Iteration 22Q: 3 clusters Score -4974728 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -4974815.000000 Penalty: 12238.239258
	Iteration 23Q: 3 clusters Score -4974815 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4974918.000000 Penalty: 12238.239258
	Iteration 24Q: 3 clusters Score -4974918 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4975059.500000 Penalty: 12238.239258
	Iteration 25Q: 3 clusters Score -4975060 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -4975241.000000 Penalty: 12238.239258
	Iteration 26Q: 3 clusters Score -4975241 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4975399.000000 Penalty: 12238.239258
	Iteration 27Q: 3 clusters Score -4975399 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -4975627.000000 Penalty: 12238.239258
	Iteration 28Q: 3 clusters Score -4975627 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -4975906.500000 Penalty: 12238.239258
	Iteration 29Q: 3 clusters Score -4975906 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4976230.500000 Penalty: 12238.239258
	Iteration 30Q: 3 clusters Score -4976230 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4976615.000000 Penalty: 12238.239258
	Iteration 31Q: 3 clusters Score -4976615 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4977003.000000 Penalty: 12238.239258
	Iteration 32Q: 3 clusters Score -4977003 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -4977435.000000 Penalty: 12238.239258
	Iteration 33Q: 3 clusters Score -4977435 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4977845.500000 Penalty: 12238.239258
	Iteration 34Q: 3 clusters Score -4977846 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4978165.000000 Penalty: 12238.239258
	Iteration 35Q: 3 clusters Score -4978165 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4978428.000000 Penalty: 12238.239258
	Iteration 36Q: 3 clusters Score -4978428 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4978668.500000 Penalty: 12238.239258
	Iteration 37Q: 3 clusters Score -4978668 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4978788.000000 Penalty: 12238.239258
	Iteration 38Q: 3 clusters Score -4978788 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4978885.500000 Penalty: 12238.239258
	Iteration 39Q: 3 clusters Score -4978886 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4978972.500000 Penalty: 12238.239258
	Iteration 40F: 3 clusters Score -4978972 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4979053.000000 Penalty: 12238.239258
	Iteration 41Q: 3 clusters Score -4979053 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4979118.000000 Penalty: 12238.239258
	Iteration 42Q: 3 clusters Score -4979118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4979168.500000 Penalty: 12238.239258
	Iteration 43Q: 3 clusters Score -4979168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4979202.500000 Penalty: 12238.239258
	Iteration 44Q: 3 clusters Score -4979202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4979226.000000 Penalty: 12238.239258
	Iteration 45Q: 3 clusters Score -4979226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4979246.000000 Penalty: 12238.239258
	Iteration 46Q: 3 clusters Score -4979246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4979282.500000 Penalty: 12238.239258
	Iteration 47Q: 3 clusters Score -4979282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4979301.000000 Penalty: 12238.239258
	Iteration 48Q: 3 clusters Score -4979301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4979334.500000 Penalty: 12238.239258
	Iteration 49Q: 3 clusters Score -4979334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4979361.000000 Penalty: 12238.239258
	Iteration 50Q: 3 clusters Score -4979361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4979389.000000 Penalty: 12238.239258
	Iteration 51Q: 3 clusters Score -4979389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4979399.000000 Penalty: 12238.239258
	Iteration 52Q: 3 clusters Score -4979399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4979416.000000 Penalty: 12238.239258
	Iteration 53Q: 3 clusters Score -4979416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4979446.500000 Penalty: 12238.239258
	Iteration 54Q: 3 clusters Score -4979446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4979457.000000 Penalty: 12238.239258
	Iteration 55Q: 3 clusters Score -4979457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4979471.500000 Penalty: 12238.239258
	Iteration 56Q: 3 clusters Score -4979472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4979484.500000 Penalty: 12238.239258
	Iteration 57Q: 3 clusters Score -4979484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4979478.500000 Penalty: 12238.239258
	Iteration 58Q: 3 clusters Score -4979478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4979497.000000 Penalty: 12238.239258
	Iteration 59Q: 3 clusters Score -4979497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4979506.500000 Penalty: 12238.239258
	Iteration 60F: 3 clusters Score -4979506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4979503.500000 Penalty: 12238.239258
	Iteration 61Q: 3 clusters Score -4979504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4979504.000000 Penalty: 12238.239258
	Iteration 62Q: 3 clusters Score -4979504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4979513.000000 Penalty: 12238.239258
	Iteration 63Q: 3 clusters Score -4979513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4979523.500000 Penalty: 12238.239258
	Iteration 64Q: 3 clusters Score -4979524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4979530.500000 Penalty: 12238.239258
	Iteration 65Q: 3 clusters Score -4979530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4979534.000000 Penalty: 12238.239258
	Iteration 66Q: 3 clusters Score -4979534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4979542.000000 Penalty: 12238.239258
	Iteration 67Q: 3 clusters Score -4979542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4979540.000000 Penalty: 12238.239258
	Iteration 68Q: 3 clusters Score -4979540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4979548.000000 Penalty: 12238.239258
	Iteration 69Q: 3 clusters Score -4979548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4979545.500000 Penalty: 12238.239258
	Iteration 70Q: 3 clusters Score -4979546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4979547.500000 Penalty: 12238.239258
	Iteration 71Q: 3 clusters Score -4979548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4979552.000000 Penalty: 12238.239258
	Iteration 72Q: 3 clusters Score -4979552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4979552.000000 Penalty: 12238.239258
	Iteration 73F: 3 clusters Score -4979552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -469010.562500 Penalty: 4694.125000
	Iteration 0F: 2 clusters Score -469010.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -463891.656250 Penalty: 9388.250000
	Iteration 0F: 3 clusters Score -463891.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -464483.531250 Penalty: 9388.250000
	Iteration 1F: 3 clusters Score -464483.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -464677.281250 Penalty: 9388.250000
	Iteration 2F: 3 clusters Score -464677.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -464761.781250 Penalty: 9388.250000
	Iteration 3Q: 3 clusters Score -464761.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -464802.156250 Penalty: 9388.250000
	Iteration 4Q: 3 clusters Score -464802.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -464831.906250 Penalty: 9388.250000
	Iteration 5Q: 3 clusters Score -464831.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -464846.062500 Penalty: 9388.250000
	Iteration 6Q: 3 clusters Score -464846.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -464858.812500 Penalty: 9388.250000
	Iteration 7Q: 3 clusters Score -464858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -464867.406250 Penalty: 9388.250000
	Iteration 8Q: 3 clusters Score -464867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -464872.375000 Penalty: 9388.250000
	Iteration 9Q: 3 clusters Score -464872.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -464873.562500 Penalty: 9388.250000
	Iteration 10Q: 3 clusters Score -464873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -464873.562500 Penalty: 9388.250000
	Iteration 11F: 3 clusters Score -464873.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Entering Unmasked Estep 
Score: -10187279.000000 Penalty: 6557.619629
	Iteration 0F: 2 clusters Score -1.018728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -10155021.000000 Penalty: 13115.239258
	Iteration 0F: 3 clusters Score -1.015502e+07 nChanged 19445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -10165363.000000 Penalty: 13115.239258
	Iteration 1F: 3 clusters Score -1.016536e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -10166128.000000 Penalty: 13115.239258
	Iteration 2F: 3 clusters Score -1.016613e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -10166777.000000 Penalty: 13115.239258
	Iteration 3Q: 3 clusters Score -1.016678e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -10167233.000000 Penalty: 13115.239258
	Iteration 4Q: 3 clusters Score -1.016723e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -10167625.000000 Penalty: 13115.239258
	Iteration 5Q: 3 clusters Score -1.016762e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -10168058.000000 Penalty: 13115.239258
	Iteration 6Q: 3 clusters Score -1.016806e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -10168539.000000 Penalty: 13115.239258
	Iteration 7Q: 3 clusters Score -1.016854e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -10169095.000000 Penalty: 13115.239258
	Iteration 8Q: 3 clusters Score -1.01691e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -10169957.000000 Penalty: 13115.239258
	Iteration 9Q: 3 clusters Score -1.016996e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -10171182.000000 Penalty: 13115.239258
	Iteration 10Q: 3 clusters Score -1.017118e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -10172719.000000 Penalty: 13115.239258
	Iteration 11F: 3 clusters Score -1.017272e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -10174667.000000 Penalty: 13115.239258
	Iteration 12F: 3 clusters Score -1.017467e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -10176802.000000 Penalty: 13115.239258
	Iteration 13F: 3 clusters Score -1.01768e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -10178656.000000 Penalty: 13115.239258
	Iteration 14Q: 3 clusters Score -1.017866e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10179794.000000 Penalty: 13115.239258
	Iteration 15Q: 3 clusters Score -1.017979e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10180507.000000 Penalty: 13115.239258
	Iteration 16Q: 3 clusters Score -1.018051e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10180863.000000 Penalty: 13115.239258
	Iteration 17Q: 3 clusters Score -1.018086e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10181079.000000 Penalty: 13115.239258
	Iteration 18Q: 3 clusters Score -1.018108e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10181233.000000 Penalty: 13115.239258
	Iteration 19Q: 3 clusters Score -1.018123e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10181330.000000 Penalty: 13115.239258
	Iteration 20F: 3 clusters Score -1.018133e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10181375.000000 Penalty: 13115.239258
	Iteration 21Q: 3 clusters Score -1.018138e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10181422.000000 Penalty: 13115.239258
	Iteration 22Q: 3 clusters Score -1.018142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10181452.000000 Penalty: 13115.239258
	Iteration 23Q: 3 clusters Score -1.018145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10181471.000000 Penalty: 13115.239258
	Iteration 24Q: 3 clusters Score -1.018147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10181491.000000 Penalty: 13115.239258
	Iteration 25Q: 3 clusters Score -1.018149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10181504.000000 Penalty: 13115.239258
	Iteration 26Q: 3 clusters Score -1.01815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10181506.000000 Penalty: 13115.239258
	Iteration 27Q: 3 clusters Score -1.018151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10181514.000000 Penalty: 13115.239258
	Iteration 28Q: 3 clusters Score -1.018151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10181517.000000 Penalty: 13115.239258
	Iteration 29Q: 3 clusters Score -1.018152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10181518.000000 Penalty: 13115.239258
	Iteration 30Q: 3 clusters Score -1.018152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10181521.000000 Penalty: 13115.239258
	Iteration 31Q: 3 clusters Score -1.018152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10181521.000000 Penalty: 13115.239258
	Iteration 32F: 3 clusters Score -1.018152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (56986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Entering Unmasked Estep 
Score: -13054878.000000 Penalty: 6707.218262
	Iteration 0F: 2 clusters Score -1.305488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -13014930.000000 Penalty: 13414.436523
	Iteration 0F: 3 clusters Score -1.301493e+07 nChanged 25197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -13028289.000000 Penalty: 13414.436523
	Iteration 1F: 3 clusters Score -1.302829e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -13029120.000000 Penalty: 13414.436523
	Iteration 2Q: 3 clusters Score -1.302912e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -13029829.000000 Penalty: 13414.436523
	Iteration 3Q: 3 clusters Score -1.302983e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -13030336.000000 Penalty: 13414.436523
	Iteration 4Q: 3 clusters Score -1.303034e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -13030721.000000 Penalty: 13414.436523
	Iteration 5Q: 3 clusters Score -1.303072e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -13031173.000000 Penalty: 13414.436523
	Iteration 6Q: 3 clusters Score -1.303117e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -13031631.000000 Penalty: 13414.436523
	Iteration 7Q: 3 clusters Score -1.303163e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -13031877.000000 Penalty: 13414.436523
	Iteration 8Q: 3 clusters Score -1.303188e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -13032253.000000 Penalty: 13414.436523
	Iteration 9Q: 3 clusters Score -1.303225e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -13032587.000000 Penalty: 13414.436523
	Iteration 10Q: 3 clusters Score -1.303259e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -13033023.000000 Penalty: 13414.436523
	Iteration 11Q: 3 clusters Score -1.303302e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -13033468.000000 Penalty: 13414.436523
	Iteration 12Q: 3 clusters Score -1.303347e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -13033992.000000 Penalty: 13414.436523
	Iteration 13Q: 3 clusters Score -1.303399e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -13034502.000000 Penalty: 13414.436523
	Iteration 14Q: 3 clusters Score -1.30345e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -13035051.000000 Penalty: 13414.436523
	Iteration 15Q: 3 clusters Score -1.303505e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -13035663.000000 Penalty: 13414.436523
	Iteration 16Q: 3 clusters Score -1.303566e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -13036212.000000 Penalty: 13414.436523
	Iteration 17Q: 3 clusters Score -1.303621e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -13036822.000000 Penalty: 13414.436523
	Iteration 18Q: 3 clusters Score -1.303682e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -13037354.000000 Penalty: 13414.436523
	Iteration 19Q: 3 clusters Score -1.303735e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -13037809.000000 Penalty: 13414.436523
	Iteration 20F: 3 clusters Score -1.303781e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -13038238.000000 Penalty: 13414.436523
	Iteration 21Q: 3 clusters Score -1.303824e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -13038577.000000 Penalty: 13414.436523
	Iteration 22Q: 3 clusters Score -1.303858e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -13038856.000000 Penalty: 13414.436523
	Iteration 23Q: 3 clusters Score -1.303886e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -13039238.000000 Penalty: 13414.436523
	Iteration 24Q: 3 clusters Score -1.303924e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -13039519.000000 Penalty: 13414.436523
	Iteration 25Q: 3 clusters Score -1.303952e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -13039839.000000 Penalty: 13414.436523
	Iteration 26Q: 3 clusters Score -1.303984e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -13040176.000000 Penalty: 13414.436523
	Iteration 27Q: 3 clusters Score -1.304018e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -13040457.000000 Penalty: 13414.436523
	Iteration 28Q: 3 clusters Score -1.304046e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -13040703.000000 Penalty: 13414.436523
	Iteration 29Q: 3 clusters Score -1.30407e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -13040912.000000 Penalty: 13414.436523
	Iteration 30Q: 3 clusters Score -1.304091e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -13041142.000000 Penalty: 13414.436523
	Iteration 31Q: 3 clusters Score -1.304114e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -13041345.000000 Penalty: 13414.436523
	Iteration 32Q: 3 clusters Score -1.304134e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -13041509.000000 Penalty: 13414.436523
	Iteration 33Q: 3 clusters Score -1.304151e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -13041619.000000 Penalty: 13414.436523
	Iteration 34Q: 3 clusters Score -1.304162e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -13041748.000000 Penalty: 13414.436523
	Iteration 35Q: 3 clusters Score -1.304175e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -13041770.000000 Penalty: 13414.436523
	Iteration 36Q: 3 clusters Score -1.304177e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -13041886.000000 Penalty: 13414.436523
	Iteration 37Q: 3 clusters Score -1.304189e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -13042032.000000 Penalty: 13414.436523
	Iteration 38Q: 3 clusters Score -1.304203e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -13042175.000000 Penalty: 13414.436523
	Iteration 39Q: 3 clusters Score -1.304218e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -13042305.000000 Penalty: 13414.436523
	Iteration 40F: 3 clusters Score -1.30423e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -13042406.000000 Penalty: 13414.436523
	Iteration 41Q: 3 clusters Score -1.304241e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -13042553.000000 Penalty: 13414.436523
	Iteration 42Q: 3 clusters Score -1.304255e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -13042720.000000 Penalty: 13414.436523
	Iteration 43Q: 3 clusters Score -1.304272e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -13042890.000000 Penalty: 13414.436523
	Iteration 44Q: 3 clusters Score -1.304289e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -13043086.000000 Penalty: 13414.436523
	Iteration 45Q: 3 clusters Score -1.304309e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -13043332.000000 Penalty: 13414.436523
	Iteration 46Q: 3 clusters Score -1.304333e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -13043636.000000 Penalty: 13414.436523
	Iteration 47Q: 3 clusters Score -1.304364e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -13043973.000000 Penalty: 13414.436523
	Iteration 48Q: 3 clusters Score -1.304397e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -13044242.000000 Penalty: 13414.436523
	Iteration 49Q: 3 clusters Score -1.304424e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -13044650.000000 Penalty: 13414.436523
	Iteration 50Q: 3 clusters Score -1.304465e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -13045179.000000 Penalty: 13414.436523
	Iteration 51Q: 3 clusters Score -1.304518e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -13045851.000000 Penalty: 13414.436523
	Iteration 52Q: 3 clusters Score -1.304585e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -13046720.000000 Penalty: 13414.436523
	Iteration 53Q: 3 clusters Score -1.304672e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -13047838.000000 Penalty: 13414.436523
	Iteration 54Q: 3 clusters Score -1.304784e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -13048864.000000 Penalty: 13414.436523
	Iteration 55Q: 3 clusters Score -1.304886e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -13049722.000000 Penalty: 13414.436523
	Iteration 56Q: 3 clusters Score -1.304972e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -13050322.000000 Penalty: 13414.436523
	Iteration 57Q: 3 clusters Score -1.305032e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -13050676.000000 Penalty: 13414.436523
	Iteration 58Q: 3 clusters Score -1.305068e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -13050846.000000 Penalty: 13414.436523
	Iteration 59Q: 3 clusters Score -1.305085e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -13050942.000000 Penalty: 13414.436523
	Iteration 60F: 3 clusters Score -1.305094e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -13051048.000000 Penalty: 13414.436523
	Iteration 61Q: 3 clusters Score -1.305105e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -13051100.000000 Penalty: 13414.436523
	Iteration 62Q: 3 clusters Score -1.30511e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -13051143.000000 Penalty: 13414.436523
	Iteration 63Q: 3 clusters Score -1.305114e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -13051138.000000 Penalty: 13414.436523
	Iteration 64Q: 3 clusters Score -1.305114e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -13051148.000000 Penalty: 13414.436523
	Iteration 65Q: 3 clusters Score -1.305115e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -13051171.000000 Penalty: 13414.436523
	Iteration 66Q: 3 clusters Score -1.305117e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -13051173.000000 Penalty: 13414.436523
	Iteration 67Q: 3 clusters Score -1.305117e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -13051147.000000 Penalty: 13414.436523
	Iteration 68Q: 3 clusters Score -1.305115e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -13051168.000000 Penalty: 13414.436523
	Iteration 69Q: 3 clusters Score -1.305117e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -13051185.000000 Penalty: 13414.436523
	Iteration 70Q: 3 clusters Score -1.305118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -13051181.000000 Penalty: 13414.436523
	Iteration 71Q: 3 clusters Score -1.305118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -13051184.000000 Penalty: 13414.436523
	Iteration 72Q: 3 clusters Score -1.305118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -13051185.000000 Penalty: 13414.436523
	Iteration 73Q: 3 clusters Score -1.305118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -13051194.000000 Penalty: 13414.436523
	Iteration 74Q: 3 clusters Score -1.305119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -13051178.000000 Penalty: 13414.436523
	Iteration 75Q: 3 clusters Score -1.305118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -13051192.000000 Penalty: 13414.436523
	Iteration 76Q: 3 clusters Score -1.305119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -13051176.000000 Penalty: 13414.436523
	Iteration 77Q: 3 clusters Score -1.305118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -13051178.000000 Penalty: 13414.436523
	Iteration 78Q: 3 clusters Score -1.305118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -13051181.000000 Penalty: 13414.436523
	Iteration 79Q: 3 clusters Score -1.305118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -13051184.000000 Penalty: 13414.436523
	Iteration 80F: 3 clusters Score -1.305118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -13051193.000000 Penalty: 13414.436523
	Iteration 81Q: 3 clusters Score -1.305119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -13051196.000000 Penalty: 13414.436523
	Iteration 82Q: 3 clusters Score -1.30512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -13051197.000000 Penalty: 13414.436523
	Iteration 83Q: 3 clusters Score -1.30512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -13051201.000000 Penalty: 13414.436523
	Iteration 84Q: 3 clusters Score -1.30512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -13051192.000000 Penalty: 13414.436523
	Iteration 85Q: 3 clusters Score -1.305119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -13051187.000000 Penalty: 13414.436523
	Iteration 86Q: 3 clusters Score -1.305119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -13051187.000000 Penalty: 13414.436523
	Iteration 87F: 3 clusters Score -1.305119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Entering Unmasked Estep 
Score: -2916452.000000 Penalty: 5803.490234
	Iteration 0F: 2 clusters Score -2916452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2904277.500000 Penalty: 11606.980469
	Iteration 0F: 3 clusters Score -2904278 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2907125.750000 Penalty: 11606.980469
	Iteration 1F: 3 clusters Score -2907126 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2907679.500000 Penalty: 11606.980469
	Iteration 2F: 3 clusters Score -2907680 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2908046.250000 Penalty: 11606.980469
	Iteration 3F: 3 clusters Score -2908046 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2908311.000000 Penalty: 11606.980469
	Iteration 4Q: 3 clusters Score -2908311 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2908524.500000 Penalty: 11606.980469
	Iteration 5Q: 3 clusters Score -2908524 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2908743.250000 Penalty: 11606.980469
	Iteration 6Q: 3 clusters Score -2908743 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2908977.000000 Penalty: 11606.980469
	Iteration 7Q: 3 clusters Score -2908977 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2909217.500000 Penalty: 11606.980469
	Iteration 8Q: 3 clusters Score -2909218 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2909464.250000 Penalty: 11606.980469
	Iteration 9Q: 3 clusters Score -2909464 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2909714.500000 Penalty: 11606.980469
	Iteration 10Q: 3 clusters Score -2909714 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2909990.000000 Penalty: 11606.980469
	Iteration 11Q: 3 clusters Score -2909990 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2910279.250000 Penalty: 11606.980469
	Iteration 12Q: 3 clusters Score -2910279 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2910611.500000 Penalty: 11606.980469
	Iteration 13Q: 3 clusters Score -2910612 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2910986.500000 Penalty: 11606.980469
	Iteration 14Q: 3 clusters Score -2910986 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2911395.750000 Penalty: 11606.980469
	Iteration 15Q: 3 clusters Score -2911396 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2911815.250000 Penalty: 11606.980469
	Iteration 16Q: 3 clusters Score -2911815 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2912256.250000 Penalty: 11606.980469
	Iteration 17Q: 3 clusters Score -2912256 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2912714.250000 Penalty: 11606.980469
	Iteration 18Q: 3 clusters Score -2912714 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2913177.250000 Penalty: 11606.980469
	Iteration 19Q: 3 clusters Score -2913177 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2913605.750000 Penalty: 11606.980469
	Iteration 20F: 3 clusters Score -2913606 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2913938.250000 Penalty: 11606.980469
	Iteration 21Q: 3 clusters Score -2913938 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2914193.000000 Penalty: 11606.980469
	Iteration 22Q: 3 clusters Score -2914193 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2914350.250000 Penalty: 11606.980469
	Iteration 23Q: 3 clusters Score -2914350 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2914416.750000 Penalty: 11606.980469
	Iteration 24Q: 3 clusters Score -2914417 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2914448.500000 Penalty: 11606.980469
	Iteration 25Q: 3 clusters Score -2914448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2914472.250000 Penalty: 11606.980469
	Iteration 26Q: 3 clusters Score -2914472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2914491.000000 Penalty: 11606.980469
	Iteration 27Q: 3 clusters Score -2914491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2914503.500000 Penalty: 11606.980469
	Iteration 28Q: 3 clusters Score -2914504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2914500.250000 Penalty: 11606.980469
	Iteration 29Q: 3 clusters Score -2914500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2914502.500000 Penalty: 11606.980469
	Iteration 30Q: 3 clusters Score -2914502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2914504.750000 Penalty: 11606.980469
	Iteration 31Q: 3 clusters Score -2914505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2914508.250000 Penalty: 11606.980469
	Iteration 32Q: 3 clusters Score -2914508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2914508.750000 Penalty: 11606.980469
	Iteration 33Q: 3 clusters Score -2914509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2914514.000000 Penalty: 11606.980469
	Iteration 34Q: 3 clusters Score -2914514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2914514.250000 Penalty: 11606.980469
	Iteration 35Q: 3 clusters Score -2914514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2914514.250000 Penalty: 11606.980469
	Iteration 36F: 3 clusters Score -2914514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Entering Unmasked Estep 
Score: -5539704.000000 Penalty: 6180.384277
	Iteration 0F: 2 clusters Score -5539704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -5520708.000000 Penalty: 12360.768555
	Iteration 0F: 3 clusters Score -5520708 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -5525882.000000 Penalty: 12360.768555
	Iteration 1F: 3 clusters Score -5525882 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -5526501.000000 Penalty: 12360.768555
	Iteration 2F: 3 clusters Score -5526501 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -5526895.000000 Penalty: 12360.768555
	Iteration 3Q: 3 clusters Score -5526895 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -5527163.000000 Penalty: 12360.768555
	Iteration 4Q: 3 clusters Score -5527163 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -5527353.000000 Penalty: 12360.768555
	Iteration 5Q: 3 clusters Score -5527353 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -5527572.500000 Penalty: 12360.768555
	Iteration 6Q: 3 clusters Score -5527572 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -5527723.500000 Penalty: 12360.768555
	Iteration 7Q: 3 clusters Score -5527724 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -5527904.000000 Penalty: 12360.768555
	Iteration 8Q: 3 clusters Score -5527904 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -5528054.500000 Penalty: 12360.768555
	Iteration 9Q: 3 clusters Score -5528054 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -5528245.000000 Penalty: 12360.768555
	Iteration 10Q: 3 clusters Score -5528245 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -5528456.000000 Penalty: 12360.768555
	Iteration 11Q: 3 clusters Score -5528456 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -5528664.000000 Penalty: 12360.768555
	Iteration 12Q: 3 clusters Score -5528664 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -5528950.500000 Penalty: 12360.768555
	Iteration 13Q: 3 clusters Score -5528950 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -5529299.000000 Penalty: 12360.768555
	Iteration 14Q: 3 clusters Score -5529299 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -5529748.500000 Penalty: 12360.768555
	Iteration 15Q: 3 clusters Score -5529748 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -5530298.500000 Penalty: 12360.768555
	Iteration 16Q: 3 clusters Score -5530298 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5530906.000000 Penalty: 12360.768555
	Iteration 17Q: 3 clusters Score -5530906 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5531543.500000 Penalty: 12360.768555
	Iteration 18Q: 3 clusters Score -5531544 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -5532159.000000 Penalty: 12360.768555
	Iteration 19Q: 3 clusters Score -5532159 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5532730.500000 Penalty: 12360.768555
	Iteration 20F: 3 clusters Score -5532730 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5533132.500000 Penalty: 12360.768555
	Iteration 21Q: 3 clusters Score -5533132 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5533442.000000 Penalty: 12360.768555
	Iteration 22Q: 3 clusters Score -5533442 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5533676.000000 Penalty: 12360.768555
	Iteration 23Q: 3 clusters Score -5533676 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5533879.000000 Penalty: 12360.768555
	Iteration 24Q: 3 clusters Score -5533879 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5533983.500000 Penalty: 12360.768555
	Iteration 25Q: 3 clusters Score -5533984 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5534075.500000 Penalty: 12360.768555
	Iteration 26Q: 3 clusters Score -5534076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5534123.500000 Penalty: 12360.768555
	Iteration 27Q: 3 clusters Score -5534124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5534171.500000 Penalty: 12360.768555
	Iteration 28Q: 3 clusters Score -5534172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5534203.000000 Penalty: 12360.768555
	Iteration 29Q: 3 clusters Score -5534203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5534216.000000 Penalty: 12360.768555
	Iteration 30Q: 3 clusters Score -5534216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5534233.000000 Penalty: 12360.768555
	Iteration 31Q: 3 clusters Score -5534233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5534236.000000 Penalty: 12360.768555
	Iteration 32Q: 3 clusters Score -5534236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5534252.500000 Penalty: 12360.768555
	Iteration 33Q: 3 clusters Score -5534252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5534251.000000 Penalty: 12360.768555
	Iteration 34Q: 3 clusters Score -5534251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5534256.000000 Penalty: 12360.768555
	Iteration 35Q: 3 clusters Score -5534256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5534256.500000 Penalty: 12360.768555
	Iteration 36Q: 3 clusters Score -5534256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5534257.000000 Penalty: 12360.768555
	Iteration 37Q: 3 clusters Score -5534257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5534263.500000 Penalty: 12360.768555
	Iteration 38Q: 3 clusters Score -5534264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5534267.500000 Penalty: 12360.768555
	Iteration 39Q: 3 clusters Score -5534268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5534269.000000 Penalty: 12360.768555
	Iteration 40F: 3 clusters Score -5534269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5534269.500000 Penalty: 12360.768555
	Iteration 41Q: 3 clusters Score -5534270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5534269.500000 Penalty: 12360.768555
	Iteration 42F: 3 clusters Score -5534270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (115602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115602 members 
Entering Unmasked Estep 
Score: -26272234.000000 Penalty: 7140.468750
	Iteration 0F: 2 clusters Score -2.627223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 57827 members 
Entering Unmasked Estep 
Score: -26193534.000000 Penalty: 14280.937500
	Iteration 0F: 3 clusters Score -2.619353e+07 nChanged 53408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -26222936.000000 Penalty: 14280.937500
	Iteration 1F: 3 clusters Score -2.622294e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -26223962.000000 Penalty: 14280.937500
	Iteration 2Q: 3 clusters Score -2.622396e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -26224966.000000 Penalty: 14280.937500
	Iteration 3Q: 3 clusters Score -2.622497e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -26225940.000000 Penalty: 14280.937500
	Iteration 4Q: 3 clusters Score -2.622594e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -26226502.000000 Penalty: 14280.937500
	Iteration 5Q: 3 clusters Score -2.62265e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -26227230.000000 Penalty: 14280.937500
	Iteration 6Q: 3 clusters Score -2.622723e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -26227916.000000 Penalty: 14280.937500
	Iteration 7Q: 3 clusters Score -2.622792e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -26228504.000000 Penalty: 14280.937500
	Iteration 8Q: 3 clusters Score -2.62285e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -26229040.000000 Penalty: 14280.937500
	Iteration 9Q: 3 clusters Score -2.622904e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -26229426.000000 Penalty: 14280.937500
	Iteration 10Q: 3 clusters Score -2.622943e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -26229894.000000 Penalty: 14280.937500
	Iteration 11Q: 3 clusters Score -2.622989e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -26230608.000000 Penalty: 14280.937500
	Iteration 12Q: 3 clusters Score -2.623061e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -26231616.000000 Penalty: 14280.937500
	Iteration 13Q: 3 clusters Score -2.623162e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -26232700.000000 Penalty: 14280.937500
	Iteration 14Q: 3 clusters Score -2.62327e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -26234546.000000 Penalty: 14280.937500
	Iteration 15Q: 3 clusters Score -2.623455e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -26237028.000000 Penalty: 14280.937500
	Iteration 16Q: 3 clusters Score -2.623703e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -26240558.000000 Penalty: 14280.937500
	Iteration 17F: 3 clusters Score -2.624056e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 89390 members 
Entering Unmasked Estep 
Score: -26244932.000000 Penalty: 14280.937500
	Iteration 18F: 3 clusters Score -2.624493e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -26250322.000000 Penalty: 14280.937500
	Iteration 19F: 3 clusters Score -2.625032e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 102456 members 
Entering Unmasked Estep 
Score: -26255314.000000 Penalty: 14280.937500
	Iteration 20F: 3 clusters Score -2.625531e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 107540 members 
Entering Unmasked Estep 
Score: -26259622.000000 Penalty: 14280.937500
	Iteration 21Q: 3 clusters Score -2.625962e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 110961 members 
Entering Unmasked Estep 
Score: -26262324.000000 Penalty: 14280.937500
	Iteration 22Q: 3 clusters Score -2.626232e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 112884 members 
Entering Unmasked Estep 
Score: -26263914.000000 Penalty: 14280.937500
	Iteration 23Q: 3 clusters Score -2.626391e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 113835 members 
Entering Unmasked Estep 
Score: -26264740.000000 Penalty: 14280.937500
	Iteration 24Q: 3 clusters Score -2.626474e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 114297 members 
Entering Unmasked Estep 
Score: -26265224.000000 Penalty: 14280.937500
	Iteration 25Q: 3 clusters Score -2.626522e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 114506 members 
Entering Unmasked Estep 
Score: -26265470.000000 Penalty: 14280.937500
	Iteration 26Q: 3 clusters Score -2.626547e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 114628 members 
Entering Unmasked Estep 
Score: -26265584.000000 Penalty: 14280.937500
	Iteration 27Q: 3 clusters Score -2.626558e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 114693 members 
Entering Unmasked Estep 
Score: -26265686.000000 Penalty: 14280.937500
	Iteration 28Q: 3 clusters Score -2.626569e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 114740 members 
Entering Unmasked Estep 
Score: -26265728.000000 Penalty: 14280.937500
	Iteration 29Q: 3 clusters Score -2.626573e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -26265760.000000 Penalty: 14280.937500
	Iteration 30Q: 3 clusters Score -2.626576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 114788 members 
Entering Unmasked Estep 
Score: -26265766.000000 Penalty: 14280.937500
	Iteration 31Q: 3 clusters Score -2.626577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 114797 members 
Entering Unmasked Estep 
Score: -26265790.000000 Penalty: 14280.937500
	Iteration 32Q: 3 clusters Score -2.626579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 114814 members 
Entering Unmasked Estep 
Score: -26265818.000000 Penalty: 14280.937500
	Iteration 33Q: 3 clusters Score -2.626582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 114831 members 
Entering Unmasked Estep 
Score: -26265846.000000 Penalty: 14280.937500
	Iteration 34Q: 3 clusters Score -2.626585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 114845 members 
Entering Unmasked Estep 
Score: -26265862.000000 Penalty: 14280.937500
	Iteration 35Q: 3 clusters Score -2.626586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 114856 members 
Entering Unmasked Estep 
Score: -26265860.000000 Penalty: 14280.937500
	Iteration 36Q: 3 clusters Score -2.626586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -26265876.000000 Penalty: 14280.937500
	Iteration 37Q: 3 clusters Score -2.626588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 114864 members 
Entering Unmasked Estep 
Score: -26265882.000000 Penalty: 14280.937500
	Iteration 38Q: 3 clusters Score -2.626588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 114867 members 
Entering Unmasked Estep 
Score: -26265868.000000 Penalty: 14280.937500
	Iteration 39Q: 3 clusters Score -2.626587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 114869 members 
Entering Unmasked Estep 
Score: -26265870.000000 Penalty: 14280.937500
	Iteration 40F: 3 clusters Score -2.626587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -267284.031250 Penalty: 4354.801270
	Iteration 0F: 2 clusters Score -267284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -262976.218750 Penalty: 8709.602539
	Iteration 0F: 3 clusters Score -262976.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -263379.750000 Penalty: 8709.602539
	Iteration 1F: 3 clusters Score -263379.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -263503.812500 Penalty: 8709.602539
	Iteration 2Q: 3 clusters Score -263503.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -263559.375000 Penalty: 8709.602539
	Iteration 3Q: 3 clusters Score -263559.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -263598.500000 Penalty: 8709.602539
	Iteration 4Q: 3 clusters Score -263598.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -263642.375000 Penalty: 8709.602539
	Iteration 5Q: 3 clusters Score -263642.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -263690.656250 Penalty: 8709.602539
	Iteration 6Q: 3 clusters Score -263690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -263734.906250 Penalty: 8709.602539
	Iteration 7Q: 3 clusters Score -263734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -263768.875000 Penalty: 8709.602539
	Iteration 8Q: 3 clusters Score -263768.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -263795.218750 Penalty: 8709.602539
	Iteration 9Q: 3 clusters Score -263795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -263809.187500 Penalty: 8709.602539
	Iteration 10Q: 3 clusters Score -263809.2 nChanged 3
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: -263814.468750 Penalty: 8709.602539
	Iteration 11Q: 3 clusters Score -263814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -263817.125000 Penalty: 8709.602539
	Iteration 12Q: 3 clusters Score -263817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -263821.093750 Penalty: 8709.602539
	Iteration 13Q: 3 clusters Score -263821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -263826.437500 Penalty: 8709.602539
	Iteration 14Q: 3 clusters Score -263826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -263830.562500 Penalty: 8709.602539
	Iteration 15Q: 3 clusters Score -263830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -263832.468750 Penalty: 8709.602539
	Iteration 16Q: 3 clusters Score -263832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -263836.750000 Penalty: 8709.602539
	Iteration 17Q: 3 clusters Score -263836.8 nChanged 2
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: -263842.125000 Penalty: 8709.602539
	Iteration 18Q: 3 clusters Score -263842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -263844.875000 Penalty: 8709.602539
	Iteration 19Q: 3 clusters Score -263844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -263844.875000 Penalty: 8709.602539
	Iteration 20F: 3 clusters Score -263844.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Entering Unmasked Estep 
Score: -13669670.000000 Penalty: 6735.315918
	Iteration 0F: 2 clusters Score -1.366967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -13627709.000000 Penalty: 13470.631836
	Iteration 0F: 3 clusters Score -1.362771e+07 nChanged 26347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -13641682.000000 Penalty: 13470.631836
	Iteration 1F: 3 clusters Score -1.364168e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -13642623.000000 Penalty: 13470.631836
	Iteration 2Q: 3 clusters Score -1.364262e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -13643312.000000 Penalty: 13470.631836
	Iteration 3Q: 3 clusters Score -1.364331e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -13643886.000000 Penalty: 13470.631836
	Iteration 4Q: 3 clusters Score -1.364389e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -13644325.000000 Penalty: 13470.631836
	Iteration 5Q: 3 clusters Score -1.364432e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -13644837.000000 Penalty: 13470.631836
	Iteration 6Q: 3 clusters Score -1.364484e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -13645319.000000 Penalty: 13470.631836
	Iteration 7Q: 3 clusters Score -1.364532e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -13645705.000000 Penalty: 13470.631836
	Iteration 8Q: 3 clusters Score -1.36457e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -13646313.000000 Penalty: 13470.631836
	Iteration 9Q: 3 clusters Score -1.364631e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -13647113.000000 Penalty: 13470.631836
	Iteration 10Q: 3 clusters Score -1.364711e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -13648293.000000 Penalty: 13470.631836
	Iteration 11Q: 3 clusters Score -1.364829e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -13649922.000000 Penalty: 13470.631836
	Iteration 12Q: 3 clusters Score -1.364992e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -13652223.000000 Penalty: 13470.631836
	Iteration 13F: 3 clusters Score -1.365222e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -13655281.000000 Penalty: 13470.631836
	Iteration 14F: 3 clusters Score -1.365528e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -13658318.000000 Penalty: 13470.631836
	Iteration 15F: 3 clusters Score -1.365832e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -13660662.000000 Penalty: 13470.631836
	Iteration 16Q: 3 clusters Score -1.366066e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -13662084.000000 Penalty: 13470.631836
	Iteration 17Q: 3 clusters Score -1.366208e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13662848.000000 Penalty: 13470.631836
	Iteration 18Q: 3 clusters Score -1.366285e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13663203.000000 Penalty: 13470.631836
	Iteration 19Q: 3 clusters Score -1.36632e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -13663390.000000 Penalty: 13470.631836
	Iteration 20F: 3 clusters Score -1.366339e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -13663475.000000 Penalty: 13470.631836
	Iteration 21Q: 3 clusters Score -1.366348e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -13663561.000000 Penalty: 13470.631836
	Iteration 22Q: 3 clusters Score -1.366356e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13663610.000000 Penalty: 13470.631836
	Iteration 23Q: 3 clusters Score -1.366361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13663646.000000 Penalty: 13470.631836
	Iteration 24Q: 3 clusters Score -1.366365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -13663669.000000 Penalty: 13470.631836
	Iteration 25Q: 3 clusters Score -1.366367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -13663677.000000 Penalty: 13470.631836
	Iteration 26Q: 3 clusters Score -1.366368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13663701.000000 Penalty: 13470.631836
	Iteration 27Q: 3 clusters Score -1.36637e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13663728.000000 Penalty: 13470.631836
	Iteration 28Q: 3 clusters Score -1.366373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -13663743.000000 Penalty: 13470.631836
	Iteration 29Q: 3 clusters Score -1.366374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13663742.000000 Penalty: 13470.631836
	Iteration 30Q: 3 clusters Score -1.366374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13663742.000000 Penalty: 13470.631836
	Iteration 31Q: 3 clusters Score -1.366374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13663746.000000 Penalty: 13470.631836
	Iteration 32Q: 3 clusters Score -1.366375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13663750.000000 Penalty: 13470.631836
	Iteration 33Q: 3 clusters Score -1.366375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -13663759.000000 Penalty: 13470.631836
	Iteration 34Q: 3 clusters Score -1.366376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -13663763.000000 Penalty: 13470.631836
	Iteration 35Q: 3 clusters Score -1.366376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13663766.000000 Penalty: 13470.631836
	Iteration 36Q: 3 clusters Score -1.366377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13663765.000000 Penalty: 13470.631836
	Iteration 37Q: 3 clusters Score -1.366376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -13663770.000000 Penalty: 13470.631836
	Iteration 38Q: 3 clusters Score -1.366377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -13663772.000000 Penalty: 13470.631836
	Iteration 39Q: 3 clusters Score -1.366377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -13663772.000000 Penalty: 13470.631836
	Iteration 40F: 3 clusters Score -1.366377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (75050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Entering Unmasked Estep 
Score: -17144908.000000 Penalty: 6875.870117
	Iteration 0F: 2 clusters Score -1.714491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -17093546.000000 Penalty: 13751.740234
	Iteration 0F: 3 clusters Score -1.709355e+07 nChanged 33822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -17111428.000000 Penalty: 13751.740234
	Iteration 1F: 3 clusters Score -1.711143e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -17112502.000000 Penalty: 13751.740234
	Iteration 2Q: 3 clusters Score -1.71125e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -17113488.000000 Penalty: 13751.740234
	Iteration 3Q: 3 clusters Score -1.711349e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -17114548.000000 Penalty: 13751.740234
	Iteration 4Q: 3 clusters Score -1.711455e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -17115552.000000 Penalty: 13751.740234
	Iteration 5Q: 3 clusters Score -1.711555e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -17116942.000000 Penalty: 13751.740234
	Iteration 6Q: 3 clusters Score -1.711694e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -17118754.000000 Penalty: 13751.740234
	Iteration 7Q: 3 clusters Score -1.711875e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -17120796.000000 Penalty: 13751.740234
	Iteration 8F: 3 clusters Score -1.71208e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -17123122.000000 Penalty: 13751.740234
	Iteration 9F: 3 clusters Score -1.712312e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -17125328.000000 Penalty: 13751.740234
	Iteration 10F: 3 clusters Score -1.712533e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -17127150.000000 Penalty: 13751.740234
	Iteration 11Q: 3 clusters Score -1.712715e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -17128874.000000 Penalty: 13751.740234
	Iteration 12Q: 3 clusters Score -1.712887e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -17130428.000000 Penalty: 13751.740234
	Iteration 13Q: 3 clusters Score -1.713043e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -17131894.000000 Penalty: 13751.740234
	Iteration 14Q: 3 clusters Score -1.713189e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -17133400.000000 Penalty: 13751.740234
	Iteration 15Q: 3 clusters Score -1.71334e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -17134884.000000 Penalty: 13751.740234
	Iteration 16Q: 3 clusters Score -1.713488e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70096 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -17136150.000000 Penalty: 13751.740234
	Iteration 17Q: 3 clusters Score -1.713615e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -17137118.000000 Penalty: 13751.740234
	Iteration 18Q: 3 clusters Score -1.713712e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -17137812.000000 Penalty: 13751.740234
	Iteration 19Q: 3 clusters Score -1.713781e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -17138248.000000 Penalty: 13751.740234
	Iteration 20F: 3 clusters Score -1.713825e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -17138560.000000 Penalty: 13751.740234
	Iteration 21Q: 3 clusters Score -1.713856e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -17138768.000000 Penalty: 13751.740234
	Iteration 22Q: 3 clusters Score -1.713877e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -17138846.000000 Penalty: 13751.740234
	Iteration 23Q: 3 clusters Score -1.713885e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -17138944.000000 Penalty: 13751.740234
	Iteration 24Q: 3 clusters Score -1.713894e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17139008.000000 Penalty: 13751.740234
	Iteration 25Q: 3 clusters Score -1.713901e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73724 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -17139060.000000 Penalty: 13751.740234
	Iteration 26Q: 3 clusters Score -1.713906e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -17139076.000000 Penalty: 13751.740234
	Iteration 27Q: 3 clusters Score -1.713908e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73800 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -17139088.000000 Penalty: 13751.740234
	Iteration 28Q: 3 clusters Score -1.713909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -17139120.000000 Penalty: 13751.740234
	Iteration 29Q: 3 clusters Score -1.713912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -17139136.000000 Penalty: 13751.740234
	Iteration 30Q: 3 clusters Score -1.713914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -17139152.000000 Penalty: 13751.740234
	Iteration 31Q: 3 clusters Score -1.713915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -17139144.000000 Penalty: 13751.740234
	Iteration 32Q: 3 clusters Score -1.713914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -17139162.000000 Penalty: 13751.740234
	Iteration 33Q: 3 clusters Score -1.713916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -17139166.000000 Penalty: 13751.740234
	Iteration 34Q: 3 clusters Score -1.713917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17139156.000000 Penalty: 13751.740234
	Iteration 35Q: 3 clusters Score -1.713916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -17139166.000000 Penalty: 13751.740234
	Iteration 36Q: 3 clusters Score -1.713917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -17139180.000000 Penalty: 13751.740234
	Iteration 37Q: 3 clusters Score -1.713918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73866 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -17139170.000000 Penalty: 13751.740234
	Iteration 38Q: 3 clusters Score -1.713917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73873 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -17139162.000000 Penalty: 13751.740234
	Iteration 39Q: 3 clusters Score -1.713916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -17139168.000000 Penalty: 13751.740234
	Iteration 40F: 3 clusters Score -1.713917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -17139172.000000 Penalty: 13751.740234
	Iteration 41Q: 3 clusters Score -1.713917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -17139170.000000 Penalty: 13751.740234
	Iteration 42Q: 3 clusters Score -1.713917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -17139178.000000 Penalty: 13751.740234
	Iteration 43Q: 3 clusters Score -1.713918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17139170.000000 Penalty: 13751.740234
	Iteration 44Q: 3 clusters Score -1.713917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -17139162.000000 Penalty: 13751.740234
	Iteration 45Q: 3 clusters Score -1.713916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -17139160.000000 Penalty: 13751.740234
	Iteration 46Q: 3 clusters Score -1.713916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17139170.000000 Penalty: 13751.740234
	Iteration 47Q: 3 clusters Score -1.713917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17139170.000000 Penalty: 13751.740234
	Iteration 48F: 3 clusters Score -1.713917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Entering Unmasked Estep 
Score: -11397607.000000 Penalty: 6627.408203
	Iteration 0F: 2 clusters Score -1.139761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -11361839.000000 Penalty: 13254.816406
	Iteration 0F: 3 clusters Score -1.136184e+07 nChanged 21939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -11373323.000000 Penalty: 13254.816406
	Iteration 1F: 3 clusters Score -1.137332e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -11374076.000000 Penalty: 13254.816406
	Iteration 2Q: 3 clusters Score -1.137408e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -11374678.000000 Penalty: 13254.816406
	Iteration 3Q: 3 clusters Score -1.137468e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -11375198.000000 Penalty: 13254.816406
	Iteration 4Q: 3 clusters Score -1.13752e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -11375626.000000 Penalty: 13254.816406
	Iteration 5Q: 3 clusters Score -1.137563e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -11375983.000000 Penalty: 13254.816406
	Iteration 6Q: 3 clusters Score -1.137598e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -11376298.000000 Penalty: 13254.816406
	Iteration 7Q: 3 clusters Score -1.13763e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -11376699.000000 Penalty: 13254.816406
	Iteration 8Q: 3 clusters Score -1.13767e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -11376998.000000 Penalty: 13254.816406
	Iteration 9Q: 3 clusters Score -1.1377e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -11377350.000000 Penalty: 13254.816406
	Iteration 10Q: 3 clusters Score -1.137735e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -11377772.000000 Penalty: 13254.816406
	Iteration 11Q: 3 clusters Score -1.137777e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -11378352.000000 Penalty: 13254.816406
	Iteration 12Q: 3 clusters Score -1.137835e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -11378900.000000 Penalty: 13254.816406
	Iteration 13Q: 3 clusters Score -1.13789e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -11379777.000000 Penalty: 13254.816406
	Iteration 14Q: 3 clusters Score -1.137978e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -11380974.000000 Penalty: 13254.816406
	Iteration 15Q: 3 clusters Score -1.138097e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -11382407.000000 Penalty: 13254.816406
	Iteration 16Q: 3 clusters Score -1.138241e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -11384204.000000 Penalty: 13254.816406
	Iteration 17Q: 3 clusters Score -1.13842e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -11385951.000000 Penalty: 13254.816406
	Iteration 18Q: 3 clusters Score -1.138595e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -11387492.000000 Penalty: 13254.816406
	Iteration 19Q: 3 clusters Score -1.138749e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -11388798.000000 Penalty: 13254.816406
	Iteration 20F: 3 clusters Score -1.13888e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -11389641.000000 Penalty: 13254.816406
	Iteration 21Q: 3 clusters Score -1.138964e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -11390341.000000 Penalty: 13254.816406
	Iteration 22Q: 3 clusters Score -1.139034e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -11390824.000000 Penalty: 13254.816406
	Iteration 23Q: 3 clusters Score -1.139082e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -11391099.000000 Penalty: 13254.816406
	Iteration 24Q: 3 clusters Score -1.13911e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -11391340.000000 Penalty: 13254.816406
	Iteration 25Q: 3 clusters Score -1.139134e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -11391430.000000 Penalty: 13254.816406
	Iteration 26Q: 3 clusters Score -1.139143e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -11391561.000000 Penalty: 13254.816406
	Iteration 27Q: 3 clusters Score -1.139156e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -11391648.000000 Penalty: 13254.816406
	Iteration 28Q: 3 clusters Score -1.139165e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -11391700.000000 Penalty: 13254.816406
	Iteration 29Q: 3 clusters Score -1.13917e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -11391741.000000 Penalty: 13254.816406
	Iteration 30Q: 3 clusters Score -1.139174e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -11391775.000000 Penalty: 13254.816406
	Iteration 31Q: 3 clusters Score -1.139178e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -11391809.000000 Penalty: 13254.816406
	Iteration 32Q: 3 clusters Score -1.139181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -11391825.000000 Penalty: 13254.816406
	Iteration 33Q: 3 clusters Score -1.139182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -11391844.000000 Penalty: 13254.816406
	Iteration 34Q: 3 clusters Score -1.139184e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -11391861.000000 Penalty: 13254.816406
	Iteration 35Q: 3 clusters Score -1.139186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -11391856.000000 Penalty: 13254.816406
	Iteration 36Q: 3 clusters Score -1.139186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -11391873.000000 Penalty: 13254.816406
	Iteration 37Q: 3 clusters Score -1.139187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -11391890.000000 Penalty: 13254.816406
	Iteration 38Q: 3 clusters Score -1.139189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -11391890.000000 Penalty: 13254.816406
	Iteration 39Q: 3 clusters Score -1.139189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -11391909.000000 Penalty: 13254.816406
	Iteration 40F: 3 clusters Score -1.139191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -11391898.000000 Penalty: 13254.816406
	Iteration 41Q: 3 clusters Score -1.13919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -11391905.000000 Penalty: 13254.816406
	Iteration 42Q: 3 clusters Score -1.13919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -11391922.000000 Penalty: 13254.816406
	Iteration 43Q: 3 clusters Score -1.139192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -11391920.000000 Penalty: 13254.816406
	Iteration 44Q: 3 clusters Score -1.139192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -11391930.000000 Penalty: 13254.816406
	Iteration 45Q: 3 clusters Score -1.139193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -11391937.000000 Penalty: 13254.816406
	Iteration 46Q: 3 clusters Score -1.139194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -11391932.000000 Penalty: 13254.816406
	Iteration 47Q: 3 clusters Score -1.139193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -11391932.000000 Penalty: 13254.816406
	Iteration 48Q: 3 clusters Score -1.139193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -11391936.000000 Penalty: 13254.816406
	Iteration 49Q: 3 clusters Score -1.139194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -11391937.000000 Penalty: 13254.816406
	Iteration 50Q: 3 clusters Score -1.139194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -11391944.000000 Penalty: 13254.816406
	Iteration 51Q: 3 clusters Score -1.139194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -11391940.000000 Penalty: 13254.816406
	Iteration 52Q: 3 clusters Score -1.139194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -11391945.000000 Penalty: 13254.816406
	Iteration 53Q: 3 clusters Score -1.139194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -11391953.000000 Penalty: 13254.816406
	Iteration 54Q: 3 clusters Score -1.139195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -11391968.000000 Penalty: 13254.816406
	Iteration 55Q: 3 clusters Score -1.139197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -11391985.000000 Penalty: 13254.816406
	Iteration 56Q: 3 clusters Score -1.139198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -11391985.000000 Penalty: 13254.816406
	Iteration 57Q: 3 clusters Score -1.139198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -11391996.000000 Penalty: 13254.816406
	Iteration 58Q: 3 clusters Score -1.1392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -11391989.000000 Penalty: 13254.816406
	Iteration 59Q: 3 clusters Score -1.139199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -11391997.000000 Penalty: 13254.816406
	Iteration 60F: 3 clusters Score -1.1392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -11391997.000000 Penalty: 13254.816406
	Iteration 61Q: 3 clusters Score -1.1392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -11391990.000000 Penalty: 13254.816406
	Iteration 62Q: 3 clusters Score -1.139199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -11392000.000000 Penalty: 13254.816406
	Iteration 63Q: 3 clusters Score -1.1392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -11392003.000000 Penalty: 13254.816406
	Iteration 64Q: 3 clusters Score -1.1392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -11392000.000000 Penalty: 13254.816406
	Iteration 65Q: 3 clusters Score -1.1392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -11392014.000000 Penalty: 13254.816406
	Iteration 66Q: 3 clusters Score -1.139201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -11392014.000000 Penalty: 13254.816406
	Iteration 67F: 3 clusters Score -1.139201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Entering Unmasked Estep 
Score: -5929478.000000 Penalty: 6222.874512
	Iteration 0F: 2 clusters Score -5929478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -5909268.500000 Penalty: 12445.749023
	Iteration 0F: 3 clusters Score -5909268 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -5914912.500000 Penalty: 12445.749023
	Iteration 1F: 3 clusters Score -5914912 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -5915506.000000 Penalty: 12445.749023
	Iteration 2F: 3 clusters Score -5915506 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -5915933.000000 Penalty: 12445.749023
	Iteration 3Q: 3 clusters Score -5915933 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -5916264.500000 Penalty: 12445.749023
	Iteration 4Q: 3 clusters Score -5916264 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5916565.500000 Penalty: 12445.749023
	Iteration 5Q: 3 clusters Score -5916566 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -5916800.000000 Penalty: 12445.749023
	Iteration 6Q: 3 clusters Score -5916800 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -5917016.000000 Penalty: 12445.749023
	Iteration 7Q: 3 clusters Score -5917016 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5917272.500000 Penalty: 12445.749023
	Iteration 8Q: 3 clusters Score -5917272 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5917535.000000 Penalty: 12445.749023
	Iteration 9Q: 3 clusters Score -5917535 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -5917818.500000 Penalty: 12445.749023
	Iteration 10Q: 3 clusters Score -5917818 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -5918184.000000 Penalty: 12445.749023
	Iteration 11Q: 3 clusters Score -5918184 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -5918617.000000 Penalty: 12445.749023
	Iteration 12Q: 3 clusters Score -5918617 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5919112.000000 Penalty: 12445.749023
	Iteration 13Q: 3 clusters Score -5919112 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5919704.000000 Penalty: 12445.749023
	Iteration 14Q: 3 clusters Score -5919704 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -5920345.500000 Penalty: 12445.749023
	Iteration 15Q: 3 clusters Score -5920346 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5920973.500000 Penalty: 12445.749023
	Iteration 16Q: 3 clusters Score -5920974 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -5921612.000000 Penalty: 12445.749023
	Iteration 17Q: 3 clusters Score -5921612 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -5922185.000000 Penalty: 12445.749023
	Iteration 18Q: 3 clusters Score -5922185 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -5922684.500000 Penalty: 12445.749023
	Iteration 19Q: 3 clusters Score -5922684 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -5923068.000000 Penalty: 12445.749023
	Iteration 20F: 3 clusters Score -5923068 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -5923312.500000 Penalty: 12445.749023
	Iteration 21Q: 3 clusters Score -5923312 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -5923533.500000 Penalty: 12445.749023
	Iteration 22Q: 3 clusters Score -5923534 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -5923717.500000 Penalty: 12445.749023
	Iteration 23Q: 3 clusters Score -5923718 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -5923919.000000 Penalty: 12445.749023
	Iteration 24Q: 3 clusters Score -5923919 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -5924125.500000 Penalty: 12445.749023
	Iteration 25Q: 3 clusters Score -5924126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -5924250.000000 Penalty: 12445.749023
	Iteration 26Q: 3 clusters Score -5924250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -5924321.000000 Penalty: 12445.749023
	Iteration 27Q: 3 clusters Score -5924321 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -5924358.000000 Penalty: 12445.749023
	Iteration 28Q: 3 clusters Score -5924358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -5924366.500000 Penalty: 12445.749023
	Iteration 29Q: 3 clusters Score -5924366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -5924386.000000 Penalty: 12445.749023
	Iteration 30Q: 3 clusters Score -5924386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -5924400.000000 Penalty: 12445.749023
	Iteration 31Q: 3 clusters Score -5924400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -5924415.000000 Penalty: 12445.749023
	Iteration 32Q: 3 clusters Score -5924415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -5924423.500000 Penalty: 12445.749023
	Iteration 33Q: 3 clusters Score -5924424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -5924429.500000 Penalty: 12445.749023
	Iteration 34Q: 3 clusters Score -5924430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -5924437.500000 Penalty: 12445.749023
	Iteration 35Q: 3 clusters Score -5924438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -5924442.500000 Penalty: 12445.749023
	Iteration 36Q: 3 clusters Score -5924442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -5924441.000000 Penalty: 12445.749023
	Iteration 37Q: 3 clusters Score -5924441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -5924441.000000 Penalty: 12445.749023
	Iteration 38Q: 3 clusters Score -5924441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -5924457.000000 Penalty: 12445.749023
	Iteration 39Q: 3 clusters Score -5924457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -5924463.500000 Penalty: 12445.749023
	Iteration 40F: 3 clusters Score -5924464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -5924467.000000 Penalty: 12445.749023
	Iteration 41Q: 3 clusters Score -5924467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -5924468.000000 Penalty: 12445.749023
	Iteration 42Q: 3 clusters Score -5924468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -5924481.500000 Penalty: 12445.749023
	Iteration 43Q: 3 clusters Score -5924482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -5924471.500000 Penalty: 12445.749023
	Iteration 44Q: 3 clusters Score -5924472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -5924477.000000 Penalty: 12445.749023
	Iteration 45Q: 3 clusters Score -5924477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -5924475.000000 Penalty: 12445.749023
	Iteration 46Q: 3 clusters Score -5924475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -5924485.500000 Penalty: 12445.749023
	Iteration 47Q: 3 clusters Score -5924486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -5924484.000000 Penalty: 12445.749023
	Iteration 48Q: 3 clusters Score -5924484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -5924478.500000 Penalty: 12445.749023
	Iteration 49Q: 3 clusters Score -5924478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -5924478.500000 Penalty: 12445.749023
	Iteration 50F: 3 clusters Score -5924478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (65016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Entering Unmasked Estep 
Score: -14301166.000000 Penalty: 6787.963379
	Iteration 0F: 2 clusters Score -1.430117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -14255893.000000 Penalty: 13575.926758
	Iteration 0F: 3 clusters Score -1.425589e+07 nChanged 28808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -14271368.000000 Penalty: 13575.926758
	Iteration 1F: 3 clusters Score -1.427137e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -14272454.000000 Penalty: 13575.926758
	Iteration 2Q: 3 clusters Score -1.427245e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -14273316.000000 Penalty: 13575.926758
	Iteration 3Q: 3 clusters Score -1.427332e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -14274132.000000 Penalty: 13575.926758
	Iteration 4Q: 3 clusters Score -1.427413e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -14275067.000000 Penalty: 13575.926758
	Iteration 5Q: 3 clusters Score -1.427507e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -14276114.000000 Penalty: 13575.926758
	Iteration 6Q: 3 clusters Score -1.427611e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -14277245.000000 Penalty: 13575.926758
	Iteration 7Q: 3 clusters Score -1.427724e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -14278499.000000 Penalty: 13575.926758
	Iteration 8Q: 3 clusters Score -1.42785e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -14279946.000000 Penalty: 13575.926758
	Iteration 9Q: 3 clusters Score -1.427995e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -14281603.000000 Penalty: 13575.926758
	Iteration 10Q: 3 clusters Score -1.42816e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -14283286.000000 Penalty: 13575.926758
	Iteration 11Q: 3 clusters Score -1.428329e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -14285143.000000 Penalty: 13575.926758
	Iteration 12Q: 3 clusters Score -1.428514e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -14286867.000000 Penalty: 13575.926758
	Iteration 13Q: 3 clusters Score -1.428687e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -14288317.000000 Penalty: 13575.926758
	Iteration 14Q: 3 clusters Score -1.428832e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -14289559.000000 Penalty: 13575.926758
	Iteration 15Q: 3 clusters Score -1.428956e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -14290427.000000 Penalty: 13575.926758
	Iteration 16Q: 3 clusters Score -1.429043e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -14291017.000000 Penalty: 13575.926758
	Iteration 17Q: 3 clusters Score -1.429102e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -14291470.000000 Penalty: 13575.926758
	Iteration 18Q: 3 clusters Score -1.429147e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -14291752.000000 Penalty: 13575.926758
	Iteration 19Q: 3 clusters Score -1.429175e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -14292052.000000 Penalty: 13575.926758
	Iteration 20F: 3 clusters Score -1.429205e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -14292318.000000 Penalty: 13575.926758
	Iteration 21Q: 3 clusters Score -1.429232e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -14292611.000000 Penalty: 13575.926758
	Iteration 22Q: 3 clusters Score -1.429261e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -14292819.000000 Penalty: 13575.926758
	Iteration 23Q: 3 clusters Score -1.429282e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -14293023.000000 Penalty: 13575.926758
	Iteration 24Q: 3 clusters Score -1.429302e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -14293254.000000 Penalty: 13575.926758
	Iteration 25Q: 3 clusters Score -1.429325e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -14293549.000000 Penalty: 13575.926758
	Iteration 26Q: 3 clusters Score -1.429355e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -14293786.000000 Penalty: 13575.926758
	Iteration 27Q: 3 clusters Score -1.429379e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -14293888.000000 Penalty: 13575.926758
	Iteration 28Q: 3 clusters Score -1.429389e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -14294080.000000 Penalty: 13575.926758
	Iteration 29Q: 3 clusters Score -1.429408e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -14294250.000000 Penalty: 13575.926758
	Iteration 30Q: 3 clusters Score -1.429425e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -14294497.000000 Penalty: 13575.926758
	Iteration 31Q: 3 clusters Score -1.42945e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -14294673.000000 Penalty: 13575.926758
	Iteration 32Q: 3 clusters Score -1.429467e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -14294804.000000 Penalty: 13575.926758
	Iteration 33Q: 3 clusters Score -1.42948e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -14294982.000000 Penalty: 13575.926758
	Iteration 34Q: 3 clusters Score -1.429498e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -14295149.000000 Penalty: 13575.926758
	Iteration 35Q: 3 clusters Score -1.429515e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -14295335.000000 Penalty: 13575.926758
	Iteration 36Q: 3 clusters Score -1.429534e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -14295400.000000 Penalty: 13575.926758
	Iteration 37Q: 3 clusters Score -1.42954e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -14295481.000000 Penalty: 13575.926758
	Iteration 38Q: 3 clusters Score -1.429548e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -14295598.000000 Penalty: 13575.926758
	Iteration 39Q: 3 clusters Score -1.42956e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -14295671.000000 Penalty: 13575.926758
	Iteration 40F: 3 clusters Score -1.429567e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -14295730.000000 Penalty: 13575.926758
	Iteration 41Q: 3 clusters Score -1.429573e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -14295808.000000 Penalty: 13575.926758
	Iteration 42Q: 3 clusters Score -1.429581e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -14295874.000000 Penalty: 13575.926758
	Iteration 43Q: 3 clusters Score -1.429587e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -14295964.000000 Penalty: 13575.926758
	Iteration 44Q: 3 clusters Score -1.429596e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -14295996.000000 Penalty: 13575.926758
	Iteration 45Q: 3 clusters Score -1.4296e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -14296013.000000 Penalty: 13575.926758
	Iteration 46Q: 3 clusters Score -1.429601e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -14296039.000000 Penalty: 13575.926758
	Iteration 47Q: 3 clusters Score -1.429604e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -14296028.000000 Penalty: 13575.926758
	Iteration 48Q: 3 clusters Score -1.429603e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -14296055.000000 Penalty: 13575.926758
	Iteration 49Q: 3 clusters Score -1.429606e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -14296090.000000 Penalty: 13575.926758
	Iteration 50Q: 3 clusters Score -1.429609e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -14296103.000000 Penalty: 13575.926758
	Iteration 51Q: 3 clusters Score -1.42961e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -14296108.000000 Penalty: 13575.926758
	Iteration 52Q: 3 clusters Score -1.429611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -14296128.000000 Penalty: 13575.926758
	Iteration 53Q: 3 clusters Score -1.429613e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -14296117.000000 Penalty: 13575.926758
	Iteration 54Q: 3 clusters Score -1.429612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -14296143.000000 Penalty: 13575.926758
	Iteration 55Q: 3 clusters Score -1.429614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -14296121.000000 Penalty: 13575.926758
	Iteration 56Q: 3 clusters Score -1.429612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -14296141.000000 Penalty: 13575.926758
	Iteration 57Q: 3 clusters Score -1.429614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -14296145.000000 Penalty: 13575.926758
	Iteration 58Q: 3 clusters Score -1.429614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -14296160.000000 Penalty: 13575.926758
	Iteration 59Q: 3 clusters Score -1.429616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -14296158.000000 Penalty: 13575.926758
	Iteration 60F: 3 clusters Score -1.429616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -14296161.000000 Penalty: 13575.926758
	Iteration 61Q: 3 clusters Score -1.429616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -14296167.000000 Penalty: 13575.926758
	Iteration 62Q: 3 clusters Score -1.429617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -14296173.000000 Penalty: 13575.926758
	Iteration 63Q: 3 clusters Score -1.429617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -14296157.000000 Penalty: 13575.926758
	Iteration 64Q: 3 clusters Score -1.429616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -14296165.000000 Penalty: 13575.926758
	Iteration 65Q: 3 clusters Score -1.429616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -14296184.000000 Penalty: 13575.926758
	Iteration 66Q: 3 clusters Score -1.429618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -14296173.000000 Penalty: 13575.926758
	Iteration 67Q: 3 clusters Score -1.429617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -14296177.000000 Penalty: 13575.926758
	Iteration 68Q: 3 clusters Score -1.429618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -14296174.000000 Penalty: 13575.926758
	Iteration 69Q: 3 clusters Score -1.429617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -14296182.000000 Penalty: 13575.926758
	Iteration 70Q: 3 clusters Score -1.429618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -14296187.000000 Penalty: 13575.926758
	Iteration 71Q: 3 clusters Score -1.429619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 62430 members 
Entering Unmasked Estep 
Score: -14296195.000000 Penalty: 13575.926758
	Iteration 72Q: 3 clusters Score -1.42962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -14296202.000000 Penalty: 13575.926758
	Iteration 73Q: 3 clusters Score -1.42962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -14296200.000000 Penalty: 13575.926758
	Iteration 74Q: 3 clusters Score -1.42962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -14296207.000000 Penalty: 13575.926758
	Iteration 75Q: 3 clusters Score -1.429621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -14296207.000000 Penalty: 13575.926758
	Iteration 76F: 3 clusters Score -1.429621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (65041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Entering Unmasked Estep 
Score: -14258659.000000 Penalty: 6788.198730
	Iteration 0F: 2 clusters Score -1.425866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -14213566.000000 Penalty: 13576.397461
	Iteration 0F: 3 clusters Score -1.421357e+07 nChanged 28979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -14229528.000000 Penalty: 13576.397461
	Iteration 1F: 3 clusters Score -1.422953e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -14231483.000000 Penalty: 13576.397461
	Iteration 2F: 3 clusters Score -1.423148e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -14234269.000000 Penalty: 13576.397461
	Iteration 3F: 3 clusters Score -1.423427e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -14238240.000000 Penalty: 13576.397461
	Iteration 4F: 3 clusters Score -1.423824e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -14242061.000000 Penalty: 13576.397461
	Iteration 5F: 3 clusters Score -1.424206e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -14244944.000000 Penalty: 13576.397461
	Iteration 6F: 3 clusters Score -1.424494e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -14246784.000000 Penalty: 13576.397461
	Iteration 7F: 3 clusters Score -1.424678e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -14247890.000000 Penalty: 13576.397461
	Iteration 8Q: 3 clusters Score -1.424789e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -14248604.000000 Penalty: 13576.397461
	Iteration 9Q: 3 clusters Score -1.42486e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -14249192.000000 Penalty: 13576.397461
	Iteration 10Q: 3 clusters Score -1.424919e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -14249550.000000 Penalty: 13576.397461
	Iteration 11Q: 3 clusters Score -1.424955e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -14249950.000000 Penalty: 13576.397461
	Iteration 12Q: 3 clusters Score -1.424995e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -14250349.000000 Penalty: 13576.397461
	Iteration 13Q: 3 clusters Score -1.425035e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -14250742.000000 Penalty: 13576.397461
	Iteration 14Q: 3 clusters Score -1.425074e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -14250902.000000 Penalty: 13576.397461
	Iteration 15Q: 3 clusters Score -1.42509e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -14251130.000000 Penalty: 13576.397461
	Iteration 16Q: 3 clusters Score -1.425113e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -14251398.000000 Penalty: 13576.397461
	Iteration 17Q: 3 clusters Score -1.42514e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -14251540.000000 Penalty: 13576.397461
	Iteration 18Q: 3 clusters Score -1.425154e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -14251767.000000 Penalty: 13576.397461
	Iteration 19Q: 3 clusters Score -1.425177e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -14251913.000000 Penalty: 13576.397461
	Iteration 20F: 3 clusters Score -1.425191e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -14252061.000000 Penalty: 13576.397461
	Iteration 21Q: 3 clusters Score -1.425206e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -14252272.000000 Penalty: 13576.397461
	Iteration 22Q: 3 clusters Score -1.425227e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -14252440.000000 Penalty: 13576.397461
	Iteration 23Q: 3 clusters Score -1.425244e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -14252579.000000 Penalty: 13576.397461
	Iteration 24Q: 3 clusters Score -1.425258e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -14252723.000000 Penalty: 13576.397461
	Iteration 25Q: 3 clusters Score -1.425272e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -14252917.000000 Penalty: 13576.397461
	Iteration 26Q: 3 clusters Score -1.425292e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -14253241.000000 Penalty: 13576.397461
	Iteration 27Q: 3 clusters Score -1.425324e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -14253485.000000 Penalty: 13576.397461
	Iteration 28Q: 3 clusters Score -1.425348e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -14253814.000000 Penalty: 13576.397461
	Iteration 29Q: 3 clusters Score -1.425381e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -14254107.000000 Penalty: 13576.397461
	Iteration 30Q: 3 clusters Score -1.425411e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -14254503.000000 Penalty: 13576.397461
	Iteration 31Q: 3 clusters Score -1.42545e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -14254872.000000 Penalty: 13576.397461
	Iteration 32Q: 3 clusters Score -1.425487e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -14255246.000000 Penalty: 13576.397461
	Iteration 33Q: 3 clusters Score -1.425525e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -14255656.000000 Penalty: 13576.397461
	Iteration 34Q: 3 clusters Score -1.425566e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -14256052.000000 Penalty: 13576.397461
	Iteration 35Q: 3 clusters Score -1.425605e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -14256298.000000 Penalty: 13576.397461
	Iteration 36Q: 3 clusters Score -1.42563e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -14256587.000000 Penalty: 13576.397461
	Iteration 37Q: 3 clusters Score -1.425659e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -14256805.000000 Penalty: 13576.397461
	Iteration 38Q: 3 clusters Score -1.42568e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -14256990.000000 Penalty: 13576.397461
	Iteration 39Q: 3 clusters Score -1.425699e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -14257207.000000 Penalty: 13576.397461
	Iteration 40F: 3 clusters Score -1.425721e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -14257400.000000 Penalty: 13576.397461
	Iteration 41Q: 3 clusters Score -1.42574e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -14257566.000000 Penalty: 13576.397461
	Iteration 42Q: 3 clusters Score -1.425757e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -14257691.000000 Penalty: 13576.397461
	Iteration 43Q: 3 clusters Score -1.425769e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -14257897.000000 Penalty: 13576.397461
	Iteration 44Q: 3 clusters Score -1.42579e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -14257984.000000 Penalty: 13576.397461
	Iteration 45Q: 3 clusters Score -1.425798e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -14258064.000000 Penalty: 13576.397461
	Iteration 46Q: 3 clusters Score -1.425806e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -14258237.000000 Penalty: 13576.397461
	Iteration 47Q: 3 clusters Score -1.425824e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -14258409.000000 Penalty: 13576.397461
	Iteration 48Q: 3 clusters Score -1.425841e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -14258524.000000 Penalty: 13576.397461
	Iteration 49Q: 3 clusters Score -1.425852e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -14258728.000000 Penalty: 13576.397461
	Iteration 50Q: 3 clusters Score -1.425873e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -14258900.000000 Penalty: 13576.397461
	Iteration 51Q: 3 clusters Score -1.42589e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -14259052.000000 Penalty: 13576.397461
	Iteration 52Q: 3 clusters Score -1.425905e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -14259109.000000 Penalty: 13576.397461
	Iteration 53Q: 3 clusters Score -1.425911e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -14259152.000000 Penalty: 13576.397461
	Iteration 54Q: 3 clusters Score -1.425915e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -14259139.000000 Penalty: 13576.397461
	Iteration 55Q: 3 clusters Score -1.425914e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -14259172.000000 Penalty: 13576.397461
	Iteration 56Q: 3 clusters Score -1.425917e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -14259177.000000 Penalty: 13576.397461
	Iteration 57Q: 3 clusters Score -1.425918e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -14259198.000000 Penalty: 13576.397461
	Iteration 58Q: 3 clusters Score -1.42592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -14259210.000000 Penalty: 13576.397461
	Iteration 59Q: 3 clusters Score -1.425921e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -14259214.000000 Penalty: 13576.397461
	Iteration 60F: 3 clusters Score -1.425921e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -14259222.000000 Penalty: 13576.397461
	Iteration 61Q: 3 clusters Score -1.425922e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -14259214.000000 Penalty: 13576.397461
	Iteration 62Q: 3 clusters Score -1.425921e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -14259200.000000 Penalty: 13576.397461
	Iteration 63Q: 3 clusters Score -1.42592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -14259208.000000 Penalty: 13576.397461
	Iteration 64Q: 3 clusters Score -1.425921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -14259206.000000 Penalty: 13576.397461
	Iteration 65Q: 3 clusters Score -1.425921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -14259203.000000 Penalty: 13576.397461
	Iteration 66Q: 3 clusters Score -1.42592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -14259205.000000 Penalty: 13576.397461
	Iteration 67Q: 3 clusters Score -1.42592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -14259206.000000 Penalty: 13576.397461
	Iteration 68Q: 3 clusters Score -1.425921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -14259213.000000 Penalty: 13576.397461
	Iteration 69Q: 3 clusters Score -1.425921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -14259197.000000 Penalty: 13576.397461
	Iteration 70Q: 3 clusters Score -1.42592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -14259199.000000 Penalty: 13576.397461
	Iteration 71Q: 3 clusters Score -1.42592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -14259205.000000 Penalty: 13576.397461
	Iteration 72Q: 3 clusters Score -1.42592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -14259197.000000 Penalty: 13576.397461
	Iteration 73Q: 3 clusters Score -1.42592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -14259189.000000 Penalty: 13576.397461
	Iteration 74Q: 3 clusters Score -1.425919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -14259195.000000 Penalty: 13576.397461
	Iteration 75Q: 3 clusters Score -1.42592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -14259205.000000 Penalty: 13576.397461
	Iteration 76Q: 3 clusters Score -1.42592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -14259204.000000 Penalty: 13576.397461
	Iteration 77Q: 3 clusters Score -1.42592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -14259199.000000 Penalty: 13576.397461
	Iteration 78Q: 3 clusters Score -1.42592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -14259188.000000 Penalty: 13576.397461
	Iteration 79Q: 3 clusters Score -1.425919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -14259190.000000 Penalty: 13576.397461
	Iteration 80F: 3 clusters Score -1.425919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -14259195.000000 Penalty: 13576.397461
	Iteration 81Q: 3 clusters Score -1.42592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -14259198.000000 Penalty: 13576.397461
	Iteration 82Q: 3 clusters Score -1.42592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -14259202.000000 Penalty: 13576.397461
	Iteration 83Q: 3 clusters Score -1.42592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -14259202.000000 Penalty: 13576.397461
	Iteration 84F: 3 clusters Score -1.42592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 87082 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 34000 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 22944 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 124314 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 124563 members 
Mstep: Class 18 contains 40275 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 56986 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 24111 members 
Mstep: Class 25 contains 115602 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 59661 members 
Mstep: Class 28 contains 75050 members 
Mstep: Class 29 contains 50024 members 
Mstep: Class 30 contains 25843 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 57571 members 
Mstep: Class 33 contains 14428 members 
Mstep: Class 34 contains 19237 members 
Mstep: Class 35 contains 7470 members 
Entering Unmasked Estep 
Score: -272465088.000000 Penalty: 300387.906250
Splitting cluster 32 changes total score from -272469088.000000 to -272465088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (14428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Entering Unmasked Estep 
Score: -3315644.500000 Penalty: 5865.867188
	Iteration 0F: 2 clusters Score -3315644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3302637.750000 Penalty: 11731.734375
	Iteration 0F: 3 clusters Score -3302638 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3305703.500000 Penalty: 11731.734375
	Iteration 1F: 3 clusters Score -3305704 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3306215.750000 Penalty: 11731.734375
	Iteration 2F: 3 clusters Score -3306216 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3306534.750000 Penalty: 11731.734375
	Iteration 3Q: 3 clusters Score -3306535 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3306738.000000 Penalty: 11731.734375
	Iteration 4Q: 3 clusters Score -3306738 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3306900.000000 Penalty: 11731.734375
	Iteration 5Q: 3 clusters Score -3306900 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3307031.000000 Penalty: 11731.734375
	Iteration 6Q: 3 clusters Score -3307031 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3307119.750000 Penalty: 11731.734375
	Iteration 7Q: 3 clusters Score -3307120 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -3307178.250000 Penalty: 11731.734375
	Iteration 8Q: 3 clusters Score -3307178 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3307223.000000 Penalty: 11731.734375
	Iteration 9Q: 3 clusters Score -3307223 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3307273.500000 Penalty: 11731.734375
	Iteration 10Q: 3 clusters Score -3307274 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3307300.750000 Penalty: 11731.734375
	Iteration 11Q: 3 clusters Score -3307301 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3307332.750000 Penalty: 11731.734375
	Iteration 12Q: 3 clusters Score -3307333 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3307365.000000 Penalty: 11731.734375
	Iteration 13Q: 3 clusters Score -3307365 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3307397.000000 Penalty: 11731.734375
	Iteration 14Q: 3 clusters Score -3307397 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3307413.000000 Penalty: 11731.734375
	Iteration 15Q: 3 clusters Score -3307413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3307437.500000 Penalty: 11731.734375
	Iteration 16Q: 3 clusters Score -3307438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3307456.750000 Penalty: 11731.734375
	Iteration 17Q: 3 clusters Score -3307457 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3307485.250000 Penalty: 11731.734375
	Iteration 18Q: 3 clusters Score -3307485 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3307515.750000 Penalty: 11731.734375
	Iteration 19Q: 3 clusters Score -3307516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3307548.500000 Penalty: 11731.734375
	Iteration 20F: 3 clusters Score -3307548 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3307569.500000 Penalty: 11731.734375
	Iteration 21Q: 3 clusters Score -3307570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3307596.000000 Penalty: 11731.734375
	Iteration 22Q: 3 clusters Score -3307596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -3307601.000000 Penalty: 11731.734375
	Iteration 23Q: 3 clusters Score -3307601 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3307621.000000 Penalty: 11731.734375
	Iteration 24Q: 3 clusters Score -3307621 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3307627.000000 Penalty: 11731.734375
	Iteration 25Q: 3 clusters Score -3307627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3307646.000000 Penalty: 11731.734375
	Iteration 26Q: 3 clusters Score -3307646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3307651.000000 Penalty: 11731.734375
	Iteration 27Q: 3 clusters Score -3307651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3307652.750000 Penalty: 11731.734375
	Iteration 28Q: 3 clusters Score -3307653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -3307662.500000 Penalty: 11731.734375
	Iteration 29Q: 3 clusters Score -3307662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3307675.500000 Penalty: 11731.734375
	Iteration 30Q: 3 clusters Score -3307676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3307682.500000 Penalty: 11731.734375
	Iteration 31Q: 3 clusters Score -3307682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3307686.000000 Penalty: 11731.734375
	Iteration 32Q: 3 clusters Score -3307686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3307686.000000 Penalty: 11731.734375
	Iteration 33Q: 3 clusters Score -3307686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3307697.250000 Penalty: 11731.734375
	Iteration 34Q: 3 clusters Score -3307697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3307702.000000 Penalty: 11731.734375
	Iteration 35Q: 3 clusters Score -3307702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3307709.750000 Penalty: 11731.734375
	Iteration 36Q: 3 clusters Score -3307710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3307719.250000 Penalty: 11731.734375
	Iteration 37Q: 3 clusters Score -3307719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3307708.750000 Penalty: 11731.734375
	Iteration 38Q: 3 clusters Score -3307709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3307716.250000 Penalty: 11731.734375
	Iteration 39Q: 3 clusters Score -3307716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3307713.000000 Penalty: 11731.734375
	Iteration 40F: 3 clusters Score -3307713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -3307724.000000 Penalty: 11731.734375
	Iteration 41Q: 3 clusters Score -3307724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3307732.750000 Penalty: 11731.734375
	Iteration 42Q: 3 clusters Score -3307733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3307736.750000 Penalty: 11731.734375
	Iteration 43Q: 3 clusters Score -3307737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3307755.500000 Penalty: 11731.734375
	Iteration 44Q: 3 clusters Score -3307756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3307750.750000 Penalty: 11731.734375
	Iteration 45Q: 3 clusters Score -3307751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3307767.250000 Penalty: 11731.734375
	Iteration 46Q: 3 clusters Score -3307767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3307770.000000 Penalty: 11731.734375
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Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6299 members 
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Mstep: Class 1 contains 8201 members 
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Mstep: Class 1 contains 8215 members 
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	Iteration 139Q: 3 clusters Score -3310355 nChanged 23
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Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3310369.750000 Penalty: 11731.734375
	Iteration 140F: 3 clusters Score -3310370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3310381.250000 Penalty: 11731.734375
	Iteration 141Q: 3 clusters Score -3310381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3310391.250000 Penalty: 11731.734375
	Iteration 142Q: 3 clusters Score -3310391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3310403.500000 Penalty: 11731.734375
	Iteration 143Q: 3 clusters Score -3310404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3310415.500000 Penalty: 11731.734375
	Iteration 144Q: 3 clusters Score -3310416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3310423.750000 Penalty: 11731.734375
	Iteration 145Q: 3 clusters Score -3310424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3310435.000000 Penalty: 11731.734375
	Iteration 146Q: 3 clusters Score -3310435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3310437.000000 Penalty: 11731.734375
	Iteration 147Q: 3 clusters Score -3310437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3310443.000000 Penalty: 11731.734375
	Iteration 148Q: 3 clusters Score -3310443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3310444.750000 Penalty: 11731.734375
	Iteration 149Q: 3 clusters Score -3310445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3310442.500000 Penalty: 11731.734375
	Iteration 150Q: 3 clusters Score -3310442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3310442.500000 Penalty: 11731.734375
	Iteration 151F: 3 clusters Score -3310442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Entering Unmasked Estep 
Score: -4443933.500000 Penalty: 6042.062012
	Iteration 0F: 2 clusters Score -4443934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -4427979.500000 Penalty: 12084.124023
	Iteration 0F: 3 clusters Score -4427980 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -4432057.500000 Penalty: 12084.124023
	Iteration 1F: 3 clusters Score -4432058 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4432606.000000 Penalty: 12084.124023
	Iteration 2F: 3 clusters Score -4432606 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -4432951.000000 Penalty: 12084.124023
	Iteration 3Q: 3 clusters Score -4432951 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -4433257.500000 Penalty: 12084.124023
	Iteration 4Q: 3 clusters Score -4433258 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -4433522.000000 Penalty: 12084.124023
	Iteration 5Q: 3 clusters Score -4433522 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4433767.000000 Penalty: 12084.124023
	Iteration 6Q: 3 clusters Score -4433767 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -4434044.000000 Penalty: 12084.124023
	Iteration 7Q: 3 clusters Score -4434044 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -4434305.500000 Penalty: 12084.124023
	Iteration 8Q: 3 clusters Score -4434306 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4434589.000000 Penalty: 12084.124023
	Iteration 9Q: 3 clusters Score -4434589 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -4434891.000000 Penalty: 12084.124023
	Iteration 10Q: 3 clusters Score -4434891 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -4435203.500000 Penalty: 12084.124023
	Iteration 11Q: 3 clusters Score -4435204 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4435580.500000 Penalty: 12084.124023
	Iteration 12Q: 3 clusters Score -4435580 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4435957.000000 Penalty: 12084.124023
	Iteration 13Q: 3 clusters Score -4435957 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4436341.500000 Penalty: 12084.124023
	Iteration 14Q: 3 clusters Score -4436342 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4436688.500000 Penalty: 12084.124023
	Iteration 15Q: 3 clusters Score -4436688 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4437010.000000 Penalty: 12084.124023
	Iteration 16Q: 3 clusters Score -4437010 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4437309.000000 Penalty: 12084.124023
	Iteration 17Q: 3 clusters Score -4437309 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -4437552.500000 Penalty: 12084.124023
	Iteration 18Q: 3 clusters Score -4437552 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -4437777.500000 Penalty: 12084.124023
	Iteration 19Q: 3 clusters Score -4437778 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -4437903.000000 Penalty: 12084.124023
	Iteration 20F: 3 clusters Score -4437903 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -4438008.000000 Penalty: 12084.124023
	Iteration 21Q: 3 clusters Score -4438008 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4438122.500000 Penalty: 12084.124023
	Iteration 22Q: 3 clusters Score -4438122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -4438200.000000 Penalty: 12084.124023
	Iteration 23Q: 3 clusters Score -4438200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4438276.000000 Penalty: 12084.124023
	Iteration 24Q: 3 clusters Score -4438276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4438325.000000 Penalty: 12084.124023
	Iteration 25Q: 3 clusters Score -4438325 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4438375.500000 Penalty: 12084.124023
	Iteration 26Q: 3 clusters Score -4438376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -4438403.500000 Penalty: 12084.124023
	Iteration 27Q: 3 clusters Score -4438404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4438432.000000 Penalty: 12084.124023
	Iteration 28Q: 3 clusters Score -4438432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4438458.000000 Penalty: 12084.124023
	Iteration 29Q: 3 clusters Score -4438458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4438481.000000 Penalty: 12084.124023
	Iteration 30Q: 3 clusters Score -4438481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4438502.500000 Penalty: 12084.124023
	Iteration 31Q: 3 clusters Score -4438502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4438524.500000 Penalty: 12084.124023
	Iteration 32Q: 3 clusters Score -4438524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4438546.000000 Penalty: 12084.124023
	Iteration 33Q: 3 clusters Score -4438546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -4438567.000000 Penalty: 12084.124023
	Iteration 34Q: 3 clusters Score -4438567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4438567.500000 Penalty: 12084.124023
	Iteration 35Q: 3 clusters Score -4438568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4438581.000000 Penalty: 12084.124023
	Iteration 36Q: 3 clusters Score -4438581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4438595.500000 Penalty: 12084.124023
	Iteration 37Q: 3 clusters Score -4438596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4438593.000000 Penalty: 12084.124023
	Iteration 38Q: 3 clusters Score -4438593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -4438602.500000 Penalty: 12084.124023
	Iteration 39Q: 3 clusters Score -4438602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4438615.000000 Penalty: 12084.124023
	Iteration 40F: 3 clusters Score -4438615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4438628.500000 Penalty: 12084.124023
	Iteration 41Q: 3 clusters Score -4438628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -4438629.000000 Penalty: 12084.124023
	Iteration 42Q: 3 clusters Score -4438629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -4438637.000000 Penalty: 12084.124023
	Iteration 43Q: 3 clusters Score -4438637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -4438642.000000 Penalty: 12084.124023
	Iteration 44Q: 3 clusters Score -4438642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4438649.500000 Penalty: 12084.124023
	Iteration 45Q: 3 clusters Score -4438650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -4438648.000000 Penalty: 12084.124023
	Iteration 46Q: 3 clusters Score -4438648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4438652.500000 Penalty: 12084.124023
	Iteration 47Q: 3 clusters Score -4438652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4438652.500000 Penalty: 12084.124023
	Iteration 48F: 3 clusters Score -4438652 nChanged 0
--- Evaluating fit on full set of 3652333 points ---
Entering Unmasked Estep 
Score: -821397184.000000 Penalty: 314684.000000
25->35 Clusters: Score -821397184.000000, best is -821685312.000000

Main iterations: 0 (time per=infms)
Total iterations: 75338 (time per=630.453807ms)
Iterations metric 2: 13147627847680.000000 (time per=3.612601ns)
Iterations metric 3: 631132357918720.000000 (time per=75.257002ps)

That took 47497.128906 seconds.
